Task 14532131
| Name | ParityModified-1647042209-19502-3-0_0 |
| Workunit | 11571046 |
| Created | 7 Apr 2022, 2:47:45 UTC |
| Sent | 11 Apr 2022, 4:42:30 UTC |
| Report deadline | 19 Apr 2022, 4:42:30 UTC |
| Received | 13 Apr 2022, 2:38:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 13 min 10 sec |
| CPU time | 1 hours 10 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :15 main:574] : INFO : Epoch 1542 | loss: 0.0311019 | val_loss: 0.0311309 | Time: 2080.08 ms [2022-04-13 04:20:18 main:574] : INFO : Epoch 1543 | loss: 0.0310995 | val_loss: 0.0311322 | Time: 2077.7 ms [2022-04-13 04:20:20 main:574] : INFO : Epoch 1544 | loss: 0.031097 | val_loss: 0.0311253 | Time: 2036.41 ms [2022-04-13 04:20:22 main:574] : INFO : Epoch 1545 | loss: 0.0310984 | val_loss: 0.0311311 | Time: 2067.38 ms [2022-04-13 04:20:24 main:574] : INFO : Epoch 1546 | loss: 0.0310967 | val_loss: 0.0311251 | Time: 2026.18 ms [2022-04-13 04:20:26 main:574] : INFO : Epoch 1547 | loss: 0.0310924 | val_loss: 0.0311275 | Time: 2028.63 ms [2022-04-13 04:20:28 main:574] : INFO : Epoch 1548 | loss: 0.0310914 | val_loss: 0.0311293 | Time: 2031.67 ms [2022-04-13 04:20:30 main:574] : INFO : Epoch 1549 | loss: 0.0310893 | val_loss: 0.0311275 | Time: 2092.35 ms [2022-04-13 04:20:32 main:574] : INFO : Epoch 1550 | loss: 0.0310881 | val_loss: 0.0311273 | Time: 2075.99 ms [2022-04-13 04:20:34 main:574] : INFO : Epoch 1551 | loss: 0.03109 | val_loss: 0.0311328 | Time: 2073.15 ms [2022-04-13 04:20:36 main:574] : INFO : Epoch 1552 | loss: 0.03111 | val_loss: 0.0311328 | Time: 2071.15 ms [2022-04-13 04:20:39 main:574] : INFO : Epoch 1553 | loss: 0.0311037 | val_loss: 0.0311276 | Time: 2030.67 ms [2022-04-13 04:20:41 main:574] : INFO : Epoch 1554 | loss: 0.0310973 | val_loss: 0.0311241 | Time: 2094.73 ms [2022-04-13 04:20:43 main:574] : INFO : Epoch 1555 | loss: 0.0310953 | val_loss: 0.0311256 | Time: 2061.45 ms [2022-04-13 04:20:45 main:574] : INFO : Epoch 1556 | loss: 0.0310933 | val_loss: 0.0311244 | Time: 2067.58 ms [2022-04-13 04:20:47 main:574] : INFO : Epoch 1557 | loss: 0.0310906 | val_loss: 0.0311213 | Time: 2077.25 ms [2022-04-13 04:20:49 main:574] : INFO : Epoch 1558 | loss: 0.0310887 | val_loss: 0.0311216 | Time: 2086.96 ms [2022-04-13 04:20:51 main:574] : INFO : Epoch 1559 | loss: 0.0310883 | val_loss: 0.0311264 | Time: 2073.02 ms [2022-04-13 04:20:53 main:574] : INFO : Epoch 1560 | loss: 0.0310849 | val_loss: 0.0311256 | Time: 2061.04 ms [2022-04-13 04:20:56 main:574] : INFO : Epoch 1561 | loss: 0.0310829 | val_loss: 0.0311168 | Time: 2104.23 ms [2022-04-13 04:20:58 main:574] : INFO : Epoch 1562 | loss: 0.0310838 | val_loss: 0.0311195 | Time: 2055.64 ms [2022-04-13 04:21:00 main:574] : INFO : Epoch 1563 | loss: 0.0310894 | val_loss: 0.0311289 | Time: 2088.96 ms [2022-04-13 04:21:02 main:574] : INFO : Epoch 1564 | loss: 0.0310986 | val_loss: 0.0311251 | Time: 2077.99 ms [2022-04-13 04:21:04 main:574] : INFO : Epoch 1565 | loss: 0.0310998 | val_loss: 0.0311207 | Time: 2079.85 ms [2022-04-13 04:21:06 main:574] : INFO : Epoch 1566 | loss: 0.0310903 | val_loss: 0.0311205 | Time: 2032.3 ms [2022-04-13 04:21:08 main:574] : INFO : Epoch 1567 | loss: 0.0310881 | val_loss: 0.031123 | Time: 2057.87 ms [2022-04-13 04:21:10 main:574] : INFO : Epoch 1568 | loss: 0.031088 | val_loss: 0.0311185 | Time: 2023.11 ms [2022-04-13 04:21:12 main:574] : INFO : Epoch 1569 | loss: 0.0310861 | val_loss: 0.0311217 | Time: 2027.66 ms [2022-04-13 04:21:15 main:574] : INFO : Epoch 1570 | loss: 0.0310862 | val_loss: 0.0311234 | Time: 2042.5 ms [2022-04-13 04:21:17 main:574] : INFO : Epoch 1571 | loss: 0.0310866 | val_loss: 0.0311228 | Time: 2072.02 ms [2022-04-13 04:21:19 main:574] : INFO : Epoch 1572 | loss: 0.031084 | val_loss: 0.031125 | Time: 2065.96 ms [2022-04-13 04:21:21 main:574] : INFO : Epoch 1573 | loss: 0.0310814 | val_loss: 0.0311221 | Time: 2071.97 ms [2022-04-13 04:21:23 main:574] : INFO : Epoch 1574 | loss: 0.0310834 | val_loss: 0.0311232 | Time: 2071.18 ms [2022-04-13 04:21:25 main:574] : INFO : Epoch 1575 | loss: 0.0310875 | val_loss: 0.0311269 | Time: 2071.52 ms [2022-04-13 04:21:27 main:574] : INFO : Epoch 1576 | loss: 0.0310941 | val_loss: 0.031122 | Time: 2077.54 ms [2022-04-13 04:21:29 main:574] : INFO : Epoch 1577 | loss: 0.031089 | val_loss: 0.0311173 | Time: 2070.51 ms [2022-04-13 04:21:31 main:574] : INFO : Epoch 1578 | loss: 0.0310842 | val_loss: 0.031126 | Time: 2014.19 ms [2022-04-13 04:21:34 main:574] : INFO : Epoch 1579 | loss: 0.0310844 | val_loss: 0.03113 | Time: 2062.4 ms [2022-04-13 04:21:36 main:574] : INFO : Epoch 1580 | loss: 0.0310842 | val_loss: 0.0311244 | Time: 2035.03 ms [2022-04-13 04:21:38 main:574] : INFO : Epoch 1581 | loss: 0.0310851 | val_loss: 0.0311239 | Time: 2018.05 ms [2022-04-13 04:21:40 main:574] : INFO : Epoch 1582 | loss: 0.0310829 | val_loss: 0.0311257 | Time: 2077.58 ms [2022-04-13 04:21:42 main:574] : INFO : Epoch 1583 | loss: 0.0310784 | val_loss: 0.0311283 | Time: 2067.81 ms [2022-04-13 04:21:44 main:574] : INFO : Epoch 1584 | loss: 0.0310783 | val_loss: 0.0311229 | Time: 2018.7 ms [2022-04-13 04:21:46 main:574] : INFO : Epoch 1585 | loss: 0.0310799 | val_loss: 0.0311268 | Time: 2018.4 ms [2022-04-13 04:21:48 main:574] : INFO : Epoch 1586 | loss: 0.0310785 | val_loss: 0.0311224 | Time: 2066.71 ms [2022-04-13 04:21:50 main:574] : INFO : Epoch 1587 | loss: 0.0310812 | val_loss: 0.0311268 | Time: 2056.96 ms [2022-04-13 04:21:53 main:574] : INFO : Epoch 1588 | loss: 0.0310815 | val_loss: 0.0311261 | Time: 2056.18 ms [2022-04-13 04:21:55 main:574] : INFO : Epoch 1589 | loss: 0.031086 | val_loss: 0.0311257 | Time: 2071.91 ms [2022-04-13 04:21:57 main:574] : INFO : Epoch 1590 | loss: 0.0310823 | val_loss: 0.0311188 | Time: 2050.91 ms [2022-04-13 04:21:59 main:574] : INFO : Epoch 1591 | loss: 0.0310832 | val_loss: 0.0311267 | Time: 2022.56 ms [2022-04-13 04:22:01 main:574] : INFO : Epoch 1592 | loss: 0.0310811 | val_loss: 0.031128 | Time: 2000.91 ms [2022-04-13 04:22:03 main:574] : INFO : Epoch 1593 | loss: 0.0310801 | val_loss: 0.0311284 | Time: 2057 ms [2022-04-13 04:22:05 main:574] : INFO : Epoch 1594 | loss: 0.0310807 | val_loss: 0.0311244 | Time: 2073.39 ms [2022-04-13 04:22:07 main:574] : INFO : Epoch 1595 | loss: 0.0310819 | val_loss: 0.0311221 | Time: 2037.51 ms [2022-04-13 04:22:09 main:574] : INFO : Epoch 1596 | loss: 0.0310806 | val_loss: 0.0311263 | Time: 2032.58 ms [2022-04-13 04:22:11 main:574] : INFO : Epoch 1597 | loss: 0.0310804 | val_loss: 0.0311258 | Time: 2047.03 ms [2022-04-13 04:22:14 main:574] : INFO : Epoch 1598 | loss: 0.0310782 | val_loss: 0.0311265 | Time: 2059.58 ms [2022-04-13 04:22:16 main:574] : INFO : Epoch 1599 | loss: 0.0310784 | val_loss: 0.031137 | Time: 2040.55 ms [2022-04-13 04:22:18 main:574] : INFO : Epoch 1600 | loss: 0.0310835 | val_loss: 0.0311308 | Time: 2065.16 ms [2022-04-13 04:22:20 main:574] : INFO : Epoch 1601 | loss: 0.0310823 | val_loss: 0.0311266 | Time: 2083.39 ms [2022-04-13 04:22:22 main:574] : INFO : Epoch 1602 | loss: 0.0310804 | val_loss: 0.0311215 | Time: 2080.02 ms [2022-04-13 04:22:24 main:574] : INFO : Epoch 1603 | loss: 0.0310811 | val_loss: 0.031128 | Time: 2073.11 ms [2022-04-13 04:22:26 main:574] : INFO : Epoch 1604 | loss: 0.0310827 | val_loss: 0.0311265 | Time: 2058.97 ms [2022-04-13 04:22:28 main:574] : INFO : Epoch 1605 | loss: 0.0310815 | val_loss: 0.0311324 | Time: 2036.82 ms [2022-04-13 04:22:30 main:574] : INFO : Epoch 1606 | loss: 0.031081 | val_loss: 0.0311251 | Time: 2044.87 ms [2022-04-13 04:22:32 main:574] : INFO : Epoch 1607 | loss: 0.0310783 | val_loss: 0.0311237 | Time: 2072.35 ms [2022-04-13 04:22:35 main:574] : INFO : Epoch 1608 | loss: 0.0310753 | val_loss: 0.0311305 | Time: 2045.06 ms [2022-04-13 04:22:37 main:574] : INFO : Epoch 1609 | loss: 0.0310792 | val_loss: 0.0311254 | Time: 2030.63 ms [2022-04-13 04:22:39 main:574] : INFO : Epoch 1610 | loss: 0.0310809 | val_loss: 0.0311273 | Time: 2018.01 ms [2022-04-13 04:22:41 main:574] : INFO : Epoch 1611 | loss: 0.0310771 | val_loss: 0.0311318 | Time: 2100.41 ms [2022-04-13 04:22:43 main:574] : INFO : Epoch 1612 | loss: 0.0310742 | val_loss: 0.0311307 | Time: 2059.91 ms [2022-04-13 04:22:45 main:574] : INFO : Epoch 1613 | loss: 0.0310796 | val_loss: 0.0311345 | Time: 2070.41 ms [2022-04-13 04:22:47 main:574] : INFO : Epoch 1614 | loss: 0.0310784 | val_loss: 0.031128 | Time: 2079.94 ms [2022-04-13 04:22:49 main:574] : INFO : Epoch 1615 | loss: 0.0310758 | val_loss: 0.0311269 | Time: 2088.41 ms [2022-04-13 04:22:51 main:574] : INFO : Epoch 1616 | loss: 0.0310747 | val_loss: 0.0311314 | Time: 2073.1 ms [2022-04-13 04:22:53 main:574] : INFO : Epoch 1617 | loss: 0.031072 | val_loss: 0.0311286 | Time: 1999.66 ms [2022-04-13 04:22:56 main:574] : INFO : Epoch 1618 | loss: 0.0310737 | val_loss: 0.0311301 | Time: 2032.36 ms [2022-04-13 04:22:58 main:574] : INFO : Epoch 1619 | loss: 0.0310724 | val_loss: 0.0311247 | Time: 2087.07 ms [2022-04-13 04:23:00 main:574] : INFO : Epoch 1620 | loss: 0.031072 | val_loss: 0.0311248 | Time: 2114.31 ms [2022-04-13 04:23:02 main:574] : INFO : Epoch 1621 | loss: 0.0310759 | val_loss: 0.0311254 | Time: 2071.84 ms [2022-04-13 04:23:04 main:574] : INFO : Epoch 1622 | loss: 0.0310759 | val_loss: 0.0311227 | Time: 2104.5 ms [2022-04-13 04:23:06 main:574] : INFO : Epoch 1623 | loss: 0.0310754 | val_loss: 0.0311247 | Time: 2036.96 ms [2022-04-13 04:23:08 main:574] : INFO : Epoch 1624 | loss: 0.0310738 | val_loss: 0.0311214 | Time: 2024.36 ms [2022-04-13 04:23:10 main:574] : INFO : Epoch 1625 | loss: 0.0310752 | val_loss: 0.0311307 | Time: 2005.99 ms [2022-04-13 04:23:12 main:574] : INFO : Epoch 1626 | loss: 0.0310742 | val_loss: 0.0311243 | Time: 2000.5 ms [2022-04-13 04:23:15 main:574] : INFO : Epoch 1627 | loss: 0.0310775 | val_loss: 0.0311267 | Time: 2045.66 ms [2022-04-13 04:23:17 main:574] : INFO : Epoch 1628 | loss: 0.0310739 | val_loss: 0.0311255 | Time: 2095.82 ms [2022-04-13 04:23:19 main:574] : INFO : Epoch 1629 | loss: 0.0310745 | val_loss: 0.0311186 | Time: 2085.52 ms [2022-04-13 04:23:21 main:574] : INFO : Epoch 1630 | loss: 0.0310759 | val_loss: 0.0311293 | Time: 2075.12 ms [2022-04-13 04:23:23 main:574] : INFO : Epoch 1631 | loss: 0.0310768 | val_loss: 0.0311298 | Time: 2063.7 ms [2022-04-13 04:23:25 main:574] : INFO : Epoch 1632 | loss: 0.0310768 | val_loss: 0.0311199 | Time: 2066.8 ms [2022-04-13 04:23:27 main:574] : INFO : Epoch 1633 | loss: 0.0310724 | val_loss: 0.0311223 | Time: 2087.64 ms [2022-04-13 04:23:29 main:574] : INFO : Epoch 1634 | loss: 0.0310767 | val_loss: 0.0311235 | Time: 2088.64 ms [2022-04-13 04:23:32 main:574] : INFO : Epoch 1635 | loss: 0.0310755 | val_loss: 0.0311221 | Time: 2080.04 ms [2022-04-13 04:23:34 main:574] : INFO : Epoch 1636 | loss: 0.0310742 | val_loss: 0.0311295 | Time: 2114.22 ms [2022-04-13 04:23:36 main:574] : INFO : Epoch 1637 | loss: 0.0310736 | val_loss: 0.0311182 | Time: 2065.74 ms [2022-04-13 04:23:38 main:574] : INFO : Epoch 1638 | loss: 0.0310722 | val_loss: 0.0311252 | Time: 2074.33 ms [2022-04-13 04:23:40 main:574] : INFO : Epoch 1639 | loss: 0.0310728 | val_loss: 0.0311227 | Time: 2062.73 ms [2022-04-13 04:23:42 main:574] : INFO : Epoch 1640 | loss: 0.0310717 | val_loss: 0.0311281 | Time: 2059.94 ms [2022-04-13 04:23:44 main:574] : INFO : Epoch 1641 | loss: 0.0310699 | val_loss: 0.0311267 | Time: 2055.42 ms [2022-04-13 04:23:46 main:574] : INFO : Epoch 1642 | loss: 0.0310699 | val_loss: 0.0311203 | Time: 2077.64 ms [2022-04-13 04:23:48 main:574] : INFO : Epoch 1643 | loss: 0.0310681 | val_loss: 0.0311241 | Time: 2058.45 ms [2022-04-13 04:23:51 main:574] : INFO : Epoch 1644 | loss: 0.031071 | val_loss: 0.0311207 | Time: 2040.75 ms [2022-04-13 04:23:53 main:574] : INFO : Epoch 1645 | loss: 0.0310824 | val_loss: 0.0311235 | Time: 2047.66 ms [2022-04-13 04:23:55 main:574] : INFO : Epoch 1646 | loss: 0.031083 | val_loss: 0.0311264 | Time: 2028.09 ms [2022-04-13 04:23:57 main:574] : INFO : Epoch 1647 | loss: 0.0310896 | val_loss: 0.0311282 | Time: 2039.36 ms [2022-04-13 04:23:59 main:574] : INFO : Epoch 1648 | loss: 0.0310841 | val_loss: 0.0311206 | Time: 2052.48 ms [2022-04-13 04:24:01 main:574] : INFO : Epoch 1649 | loss: 0.0310837 | val_loss: 0.031119 | Time: 2074.27 ms [2022-04-13 04:24:03 main:574] : INFO : Epoch 1650 | loss: 0.0310828 | val_loss: 0.0311236 | Time: 2079.72 ms [2022-04-13 04:24:05 main:574] : INFO : Epoch 1651 | loss: 0.031082 | val_loss: 0.0311189 | Time: 2082.48 ms [2022-04-13 04:24:07 main:574] : INFO : Epoch 1652 | loss: 0.03108 | val_loss: 0.0311216 | Time: 2084.05 ms [2022-04-13 04:24:10 main:574] : INFO : Epoch 1653 | loss: 0.0310774 | val_loss: 0.0311221 | Time: 2088.02 ms [2022-04-13 04:24:12 main:574] : INFO : Epoch 1654 | loss: 0.0310793 | val_loss: 0.0311183 | Time: 2072.34 ms [2022-04-13 04:24:14 main:574] : INFO : Epoch 1655 | loss: 0.0310804 | val_loss: 0.0311202 | Time: 2086.46 ms [2022-04-13 04:24:16 main:574] : INFO : Epoch 1656 | loss: 0.0310812 | val_loss: 0.0311174 | Time: 2096.2 ms [2022-04-13 04:24:18 main:574] : INFO : Epoch 1657 | loss: 0.0310803 | val_loss: 0.0311262 | Time: 2052.83 ms [2022-04-13 04:24:20 main:574] : INFO : Epoch 1658 | loss: 0.0310775 | val_loss: 0.0311189 | Time: 2084.24 ms [2022-04-13 04:24:22 main:574] : INFO : Epoch 1659 | loss: 0.0310743 | val_loss: 0.0311187 | Time: 2053.11 ms [2022-04-13 04:24:24 main:574] : INFO : Epoch 1660 | loss: 0.0310801 | val_loss: 0.031118 | Time: 2043.93 ms [2022-04-13 04:24:27 main:574] : INFO : Epoch 1661 | loss: 0.0310822 | val_loss: 0.0311199 | Time: 2064.42 ms [2022-04-13 04:24:29 main:574] : INFO : Epoch 1662 | loss: 0.0310815 | val_loss: 0.0311194 | Time: 2093.92 ms [2022-04-13 04:24:31 main:574] : INFO : Epoch 1663 | loss: 0.0310769 | val_loss: 0.0311219 | Time: 2045.41 ms [2022-04-13 04:24:33 main:574] : INFO : Epoch 1664 | loss: 0.0310763 | val_loss: 0.0311232 | Time: 2062.87 ms [2022-04-13 04:24:35 main:574] : INFO : Epoch 1665 | loss: 0.0310768 | val_loss: 0.0311161 | Time: 2042.02 ms [2022-04-13 04:24:37 main:574] : INFO : Epoch 1666 | loss: 0.031079 | val_loss: 0.0311149 | Time: 2146.31 ms [2022-04-13 04:24:39 main:574] : INFO : Epoch 1667 | loss: 0.0310774 | val_loss: 0.0311188 | Time: 1984.56 ms [2022-04-13 04:24:41 main:574] : INFO : Epoch 1668 | loss: 0.0310742 | val_loss: 0.031124 | Time: 2031.61 ms [2022-04-13 04:24:44 main:574] : INFO : Epoch 1669 | loss: 0.0310721 | val_loss: 0.0311222 | Time: 2082.8 ms [2022-04-13 04:24:46 main:574] : INFO : Epoch 1670 | loss: 0.031072 | val_loss: 0.0311228 | Time: 2063.88 ms [2022-04-13 04:24:48 main:574] : INFO : Epoch 1671 | loss: 0.0310711 | val_loss: 0.0311166 | Time: 2066.99 ms [2022-04-13 04:24:50 main:574] : INFO : Epoch 1672 | loss: 0.0310731 | val_loss: 0.0311206 | Time: 2050.67 ms [2022-04-13 04:24:52 main:574] : INFO : Epoch 1673 | loss: 0.0310861 | val_loss: 0.0311226 | Time: 2061.42 ms [2022-04-13 04:24:55 main:574] : INFO : Epoch 1674 | loss: 0.0310847 | val_loss: 0.0311201 | Time: 2093.71 ms [2022-04-13 04:24:57 main:574] : INFO : Epoch 1675 | loss: 0.031084 | val_loss: 0.0311177 | Time: 2083.37 ms [2022-04-13 04:24:59 main:574] : INFO : Epoch 1676 | loss: 0.0310822 | val_loss: 0.0311189 | Time: 2053.07 ms [2022-04-13 04:25:01 main:574] : INFO : Epoch 1677 | loss: 0.0310803 | val_loss: 0.0311173 | Time: 2041.94 ms [2022-04-13 04:25:03 main:574] : INFO : Epoch 1678 | loss: 0.0310821 | val_loss: 0.0311206 | Time: 2066.99 ms [2022-04-13 04:25:05 main:574] : INFO : Epoch 1679 | loss: 0.0310936 | val_loss: 0.0311211 | Time: 2087.86 ms [2022-04-13 04:25:07 main:574] : INFO : Epoch 1680 | loss: 0.0310928 | val_loss: 0.0311198 | Time: 2030.64 ms [2022-04-13 04:25:09 main:574] : INFO : Epoch 1681 | loss: 0.0310863 | val_loss: 0.0311183 | Time: 2024.72 ms [2022-04-13 04:25:11 main:574] : INFO : Epoch 1682 | loss: 0.0310831 | val_loss: 0.0311188 | Time: 2058.98 ms [2022-04-13 04:25:13 main:574] : INFO : Epoch 1683 | loss: 0.0310823 | val_loss: 0.031121 | Time: 2067.2 ms [2022-04-13 04:25:16 main:574] : INFO : Epoch 1684 | loss: 0.0310815 | val_loss: 0.0311186 | Time: 2073.27 ms [2022-04-13 04:25:18 main:574] : INFO : Epoch 1685 | loss: 0.0310805 | val_loss: 0.0311131 | Time: 2087.63 ms [2022-04-13 04:25:20 main:574] : INFO : Epoch 1686 | loss: 0.0310786 | val_loss: 0.0311244 | Time: 2055.08 ms [2022-04-13 04:25:22 main:574] : INFO : Epoch 1687 | loss: 0.0310798 | val_loss: 0.03112 | Time: 2043.77 ms [2022-04-13 04:25:24 main:574] : INFO : Epoch 1688 | loss: 0.0310797 | val_loss: 0.0311268 | Time: 2031.03 ms [2022-04-13 04:25:26 main:574] : INFO : Epoch 1689 | loss: 0.0310776 | val_loss: 0.0311201 | Time: 1929.28 ms [2022-04-13 04:25:28 main:574] : INFO : Epoch 1690 | loss: 0.0310765 | val_loss: 0.0311241 | Time: 2038.4 ms [2022-04-13 04:25:30 main:574] : INFO : Epoch 1691 | loss: 0.0310749 | val_loss: 0.03112 | Time: 2055.24 ms [2022-04-13 04:25:32 main:574] : INFO : Epoch 1692 | loss: 0.0310777 | val_loss: 0.0311265 | Time: 2092.07 ms [2022-04-13 04:25:34 main:574] : INFO : Epoch 1693 | loss: 0.0310763 | val_loss: 0.031126 | Time: 2043.39 ms [2022-04-13 04:25:37 main:574] : INFO : Epoch 1694 | loss: 0.0310758 | val_loss: 0.0311174 | Time: 2083.62 ms [2022-04-13 04:25:39 main:574] : INFO : Epoch 1695 | loss: 0.031077 | val_loss: 0.0311206 | Time: 2093.5 ms [2022-04-13 04:25:41 main:574] : INFO : Epoch 1696 | loss: 0.0310771 | val_loss: 0.0311193 | Time: 2045.97 ms [2022-04-13 04:25:43 main:574] : INFO : Epoch 1697 | loss: 0.0310753 | val_loss: 0.0311183 | Time: 2083.79 ms [2022-04-13 04:25:45 main:574] : INFO : Epoch 1698 | loss: 0.0310719 | val_loss: 0.0311163 | Time: 2050.29 ms [2022-04-13 04:25:47 main:574] : INFO : Epoch 1699 | loss: 0.0310725 | val_loss: 0.0311136 | Time: 2080 ms [2022-04-13 04:25:49 main:574] : INFO : Epoch 1700 | loss: 0.0310749 | val_loss: 0.0311195 | Time: 2051.88 ms [2022-04-13 04:25:52 main:574] : INFO : Epoch 1701 | loss: 0.0310727 | val_loss: 0.0311219 | Time: 2053.65 ms [2022-04-13 04:25:54 main:574] : INFO : Epoch 1702 | loss: 0.0310728 | val_loss: 0.0311172 | Time: 2056.88 ms [2022-04-13 04:25:56 main:574] : INFO : Epoch 1703 | loss: 0.0310724 | val_loss: 0.0311217 | Time: 2066.55 ms [2022-04-13 04:25:58 main:574] : INFO : Epoch 1704 | loss: 0.031071 | val_loss: 0.0311193 | Time: 2040.48 ms [2022-04-13 04:26:00 main:574] : INFO : Epoch 1705 | loss: 0.0310706 | val_loss: 0.0311205 | Time: 2102.13 ms [2022-04-13 04:26:02 main:574] : INFO : Epoch 1706 | loss: 0.0310724 | val_loss: 0.0311153 | Time: 2078.52 ms [2022-04-13 04:26:04 main:574] : INFO : Epoch 1707 | loss: 0.0310708 | val_loss: 0.0311166 | Time: 2073.41 ms [2022-04-13 04:26:06 main:574] : INFO : Epoch 1708 | loss: 0.0310727 | val_loss: 0.0311192 | Time: 2044.42 ms [2022-04-13 04:26:08 main:574] : INFO : Epoch 1709 | loss: 0.0310716 | val_loss: 0.0311227 | Time: 2040.53 ms [2022-04-13 04:26:11 main:574] : INFO : Epoch 1710 | loss: 0.03107 | val_loss: 0.031125 | Time: 2043.82 ms [2022-04-13 04:26:13 main:574] : INFO : Epoch 1711 | loss: 0.0310707 | val_loss: 0.0311204 | Time: 2076.28 ms [2022-04-13 04:26:15 main:574] : INFO : Epoch 1712 | loss: 0.0310723 | val_loss: 0.0311301 | Time: 2080.34 ms [2022-04-13 04:26:17 main:574] : INFO : Epoch 1713 | loss: 0.0310706 | val_loss: 0.0311202 | Time: 2027.9 ms [2022-04-13 04:26:19 main:574] : INFO : Epoch 1714 | loss: 0.0310693 | val_loss: 0.0311227 | Time: 2088.16 ms [2022-04-13 04:26:21 main:574] : INFO : Epoch 1715 | loss: 0.031074 | val_loss: 0.0311219 | Time: 2068.23 ms [2022-04-13 04:26:23 main:574] : INFO : Epoch 1716 | loss: 0.0310742 | val_loss: 0.0311257 | Time: 2062.74 ms [2022-04-13 04:26:25 main:574] : INFO : Epoch 1717 | loss: 0.0310743 | val_loss: 0.0311244 | Time: 2121.74 ms [2022-04-13 04:26:28 main:574] : INFO : Epoch 1718 | loss: 0.0310765 | val_loss: 0.0311179 | Time: 2064.57 ms [2022-04-13 04:26:30 main:574] : INFO : Epoch 1719 | loss: 0.0310737 | val_loss: 0.0311205 | Time: 2067.58 ms [2022-04-13 04:26:32 main:574] : INFO : Epoch 1720 | loss: 0.0310734 | val_loss: 0.0311175 | Time: 2063.78 ms [2022-04-13 04:26:34 main:574] : INFO : Epoch 1721 | loss: 0.0310724 | val_loss: 0.0311154 | Time: 2090.59 ms [2022-04-13 04:26:36 main:574] : INFO : Epoch 1722 | loss: 0.0310711 | val_loss: 0.0311201 | Time: 2063.66 ms [2022-04-13 04:26:38 main:574] : INFO : Epoch 1723 | loss: 0.0310798 | val_loss: 0.0311288 | Time: 2072.57 ms [2022-04-13 04:26:41 main:574] : INFO : Epoch 1724 | loss: 0.031087 | val_loss: 0.0311245 | Time: 2058.77 ms [2022-04-13 04:26:43 main:574] : INFO : Epoch 1725 | loss: 0.031083 | val_loss: 0.0311171 | Time: 2059.73 ms [2022-04-13 04:26:45 main:574] : INFO : Epoch 1726 | loss: 0.0310812 | val_loss: 0.0311213 | Time: 2119.59 ms [2022-04-13 04:26:47 main:574] : INFO : Epoch 1727 | loss: 0.0310756 | val_loss: 0.0311208 | Time: 2098.57 ms [2022-04-13 04:26:49 main:574] : INFO : Epoch 1728 | loss: 0.0310712 | val_loss: 0.0311298 | Time: 2073.92 ms [2022-04-13 04:26:51 main:574] : INFO : Epoch 1729 | loss: 0.0310712 | val_loss: 0.0311203 | Time: 2062.54 ms [2022-04-13 04:26:53 main:574] : INFO : Epoch 1730 | loss: 0.0310714 | val_loss: 0.0311209 | Time: 2093.01 ms [2022-04-13 04:26:56 main:574] : INFO : Epoch 1731 | loss: 0.0310751 | val_loss: 0.0311177 | Time: 2107.81 ms [2022-04-13 04:26:58 main:574] : INFO : Epoch 1732 | loss: 0.0310799 | val_loss: 0.0311198 | Time: 2082.42 ms [2022-04-13 04:27:00 main:574] : INFO : Epoch 1733 | loss: 0.0310772 | val_loss: 0.0311137 | Time: 2079.4 ms [2022-04-13 04:27:02 main:574] : INFO : Epoch 1734 | loss: 0.0310761 | val_loss: 0.0311186 | Time: 2117.55 ms [2022-04-13 04:27:04 main:574] : INFO : Epoch 1735 | loss: 0.031074 | val_loss: 0.0311182 | Time: 2090.69 ms [2022-04-13 04:27:06 main:574] : INFO : Epoch 1736 | loss: 0.0310759 | val_loss: 0.0311181 | Time: 2079 ms [2022-04-13 04:27:08 main:574] : INFO : Epoch 1737 | loss: 0.0310764 | val_loss: 0.0311268 | Time: 2056.36 ms [2022-04-13 04:27:10 main:574] : INFO : Epoch 1738 | loss: 0.0310857 | val_loss: 0.0311191 | Time: 2042.57 ms [2022-04-13 04:27:13 main:574] : INFO : Epoch 1739 | loss: 0.0310815 | val_loss: 0.0311192 | Time: 2043.19 ms [2022-04-13 04:27:15 main:574] : INFO : Epoch 1740 | loss: 0.0310771 | val_loss: 0.031117 | Time: 1965.69 ms [2022-04-13 04:27:17 main:574] : INFO : Epoch 1741 | loss: 0.0310787 | val_loss: 0.0311214 | Time: 2069.2 ms [2022-04-13 04:27:19 main:574] : INFO : Epoch 1742 | loss: 0.0310762 | val_loss: 0.0311197 | Time: 2050.73 ms [2022-04-13 04:27:21 main:574] : INFO : Epoch 1743 | loss: 0.0310735 | val_loss: 0.0311175 | Time: 2054.27 ms [2022-04-13 04:27:23 main:574] : INFO : Epoch 1744 | loss: 0.0310741 | val_loss: 0.0311234 | Time: 2084.64 ms [2022-04-13 04:27:26 main:574] : INFO : Epoch 1745 | loss: 0.0310749 | val_loss: 0.0311148 | Time: 2036.94 ms [2022-04-13 04:27:28 main:574] : INFO : Epoch 1746 | loss: 0.0310787 | val_loss: 0.0311176 | Time: 1966.79 ms [2022-04-13 04:27:30 main:574] : INFO : Epoch 1747 | loss: 0.0310747 | val_loss: 0.0311155 | Time: 2024.04 ms [2022-04-13 04:27:32 main:574] : INFO : Epoch 1748 | loss: 0.0310712 | val_loss: 0.0311152 | Time: 2056.84 ms [2022-04-13 04:27:34 main:574] : INFO : Epoch 1749 | loss: 0.031073 | val_loss: 0.0311201 | Time: 2075.83 ms [2022-04-13 04:27:36 main:574] : INFO : Epoch 1750 | loss: 0.0310731 | val_loss: 0.0311253 | Time: 2041.88 ms [2022-04-13 04:27:38 main:574] : INFO : Epoch 1751 | loss: 0.0310714 | val_loss: 0.0311123 | Time: 2065.45 ms [2022-04-13 04:27:40 main:574] : INFO : Epoch 1752 | loss: 0.03107 | val_loss: 0.0311136 | Time: 2017.95 ms [2022-04-13 04:27:42 main:574] : INFO : Epoch 1753 | loss: 0.0310698 | val_loss: 0.0311179 | Time: 2034.78 ms [2022-04-13 04:27:45 main:574] : INFO : Epoch 1754 | loss: 0.0310718 | val_loss: 0.031121 | Time: 2092.89 ms [2022-04-13 04:27:47 main:574] : INFO : Epoch 1755 | loss: 0.0310706 | val_loss: 0.0311203 | Time: 2090.3 ms [2022-04-13 04:27:49 main:574] : INFO : Epoch 1756 | loss: 0.0310725 | val_loss: 0.0311141 | Time: 2027.03 ms [2022-04-13 04:27:51 main:574] : INFO : Epoch 1757 | loss: 0.031074 | val_loss: 0.0311333 | Time: 2027.14 ms [2022-04-13 04:27:53 main:574] : INFO : Epoch 1758 | loss: 0.0310734 | val_loss: 0.0311259 | Time: 2096.99 ms [2022-04-13 04:27:55 main:574] : INFO : Epoch 1759 | loss: 0.031068 | val_loss: 0.0311155 | Time: 2069.47 ms [2022-04-13 04:27:57 main:574] : INFO : Epoch 1760 | loss: 0.0310728 | val_loss: 0.0311201 | Time: 2060.26 ms [2022-04-13 04:27:59 main:574] : INFO : Epoch 1761 | loss: 0.0310702 | val_loss: 0.0311219 | Time: 2042.14 ms [2022-04-13 04:28:01 main:574] : INFO : Epoch 1762 | loss: 0.0310686 | val_loss: 0.03112 | Time: 2042.16 ms [2022-04-13 04:28:03 main:574] : INFO : Epoch 1763 | loss: 0.0310683 | val_loss: 0.0311193 | Time: 2013.45 ms [2022-04-13 04:28:06 main:574] : INFO : Epoch 1764 | loss: 0.0310666 | val_loss: 0.031124 | Time: 2033.29 ms [2022-04-13 04:28:08 main:574] : INFO : Epoch 1765 | loss: 0.0310737 | val_loss: 0.0311226 | Time: 2038.85 ms [2022-04-13 04:28:10 main:574] : INFO : Epoch 1766 | loss: 0.0310747 | val_loss: 0.031123 | Time: 2029.85 ms [2022-04-13 04:28:12 main:574] : INFO : Epoch 1767 | loss: 0.0310721 | val_loss: 0.0311194 | Time: 2065.75 ms [2022-04-13 04:28:14 main:574] : INFO : Epoch 1768 | loss: 0.0310758 | val_loss: 0.0311227 | Time: 2076.47 ms [2022-04-13 04:28:16 main:574] : INFO : Epoch 1769 | loss: 0.0310788 | val_loss: 0.0311187 | Time: 2044.79 ms [2022-04-13 04:28:18 main:574] : INFO : Epoch 1770 | loss: 0.0310741 | val_loss: 0.031118 | Time: 2061.36 ms [2022-04-13 04:28:20 main:574] : INFO : Epoch 1771 | loss: 0.0310755 | val_loss: 0.0311246 | Time: 2035.38 ms [2022-04-13 04:28:22 main:574] : INFO : Epoch 1772 | loss: 0.0310731 | val_loss: 0.031117 | Time: 2061.4 ms [2022-04-13 04:28:24 main:574] : INFO : Epoch 1773 | loss: 0.0310745 | val_loss: 0.031122 | Time: 2062.2 ms [2022-04-13 04:28:27 main:574] : INFO : Epoch 1774 | loss: 0.0310748 | val_loss: 0.0311213 | Time: 2088.6 ms [2022-04-13 04:28:29 main:574] : INFO : Epoch 1775 | loss: 0.0310733 | val_loss: 0.0311179 | Time: 2062.52 ms [2022-04-13 04:28:31 main:574] : INFO : Epoch 1776 | loss: 0.0310721 | val_loss: 0.0311193 | Time: 2055.42 ms [2022-04-13 04:28:33 main:574] : INFO : Epoch 1777 | loss: 0.0310732 | val_loss: 0.0311142 | Time: 2044.14 ms [2022-04-13 04:28:35 main:574] : INFO : Epoch 1778 | loss: 0.0310727 | val_loss: 0.0311205 | Time: 2024.4 ms [2022-04-13 04:28:37 main:574] : INFO : Epoch 1779 | loss: 0.031074 | val_loss: 0.0311218 | Time: 2061.13 ms [2022-04-13 04:28:39 main:574] : INFO : Epoch 1780 | loss: 0.0310711 | val_loss: 0.0311135 | Time: 2068.47 ms [2022-04-13 04:28:41 main:574] : INFO : Epoch 1781 | loss: 0.03107 | val_loss: 0.0311132 | Time: 2065.91 ms [2022-04-13 04:28:43 main:574] : INFO : Epoch 1782 | loss: 0.0310688 | val_loss: 0.0311185 | Time: 2088.2 ms [2022-04-13 04:28:46 main:574] : INFO : Epoch 1783 | loss: 0.0310688 | val_loss: 0.0311167 | Time: 2076.23 ms [2022-04-13 04:28:48 main:574] : INFO : Epoch 1784 | loss: 0.0310679 | val_loss: 0.0311169 | Time: 2078.96 ms [2022-04-13 04:28:50 main:574] : INFO : Epoch 1785 | loss: 0.0310666 | val_loss: 0.0311164 | Time: 2077.53 ms [2022-04-13 04:28:52 main:574] : INFO : Epoch 1786 | loss: 0.031068 | val_loss: 0.0311166 | Time: 2028.18 ms [2022-04-13 04:28:54 main:574] : INFO : Epoch 1787 | loss: 0.0310698 | val_loss: 0.0311222 | Time: 2084.61 ms [2022-04-13 04:28:56 main:574] : INFO : Epoch 1788 | loss: 0.0310721 | val_loss: 0.0311138 | Time: 2070.69 ms [2022-04-13 04:28:58 main:574] : INFO : Epoch 1789 | loss: 0.0310717 | val_loss: 0.0311202 | Time: 2067.64 ms [2022-04-13 04:29:00 main:574] : INFO : Epoch 1790 | loss: 0.0310727 | val_loss: 0.03112 | Time: 2042.45 ms [2022-04-13 04:29:02 main:574] : INFO : Epoch 1791 | loss: 0.0310765 | val_loss: 0.0311173 | Time: 2052.74 ms [2022-04-13 04:29:05 main:574] : INFO : Epoch 1792 | loss: 0.0310766 | val_loss: 0.0311128 | Time: 2058.78 ms [2022-04-13 04:29:07 main:574] : INFO : Epoch 1793 | loss: 0.0310732 | val_loss: 0.0311155 | Time: 2064.21 ms [2022-04-13 04:29:09 main:574] : INFO : Epoch 1794 | loss: 0.0310758 | val_loss: 0.031129 | Time: 2080.43 ms [2022-04-13 04:29:11 main:574] : INFO : Epoch 1795 | loss: 0.0310842 | val_loss: 0.031125 | Time: 2063.8 ms [2022-04-13 04:29:13 main:574] : INFO : Epoch 1796 | loss: 0.0310821 | val_loss: 0.0311248 | Time: 2044.89 ms [2022-04-13 04:29:15 main:574] : INFO : Epoch 1797 | loss: 0.0310806 | val_loss: 0.0311232 | Time: 2065.23 ms [2022-04-13 04:29:17 main:574] : INFO : Epoch 1798 | loss: 0.0310786 | val_loss: 0.0311276 | Time: 2065.48 ms [2022-04-13 04:29:19 main:574] : INFO : Epoch 1799 | loss: 0.0310751 | val_loss: 0.0311236 | Time: 2070.82 ms [2022-04-13 04:29:21 main:574] : INFO : Epoch 1800 | loss: 0.0310768 | val_loss: 0.0311252 | Time: 2091.89 ms [2022-04-13 04:29:24 main:574] : INFO : Epoch 1801 | loss: 0.0310806 | val_loss: 0.031124 | Time: 2015.51 ms [2022-04-13 04:29:26 main:574] : INFO : Epoch 1802 | loss: 0.031079 | val_loss: 0.0311181 | Time: 2060.79 ms [2022-04-13 04:29:28 main:574] : INFO : Epoch 1803 | loss: 0.0310787 | val_loss: 0.0311193 | Time: 2051.69 ms [2022-04-13 04:29:30 main:574] : INFO : Epoch 1804 | loss: 0.0310755 | val_loss: 0.0311215 | Time: 2053.78 ms [2022-04-13 04:29:32 main:574] : INFO : Epoch 1805 | loss: 0.0310738 | val_loss: 0.031119 | Time: 2094.74 ms [2022-04-13 04:29:34 main:574] : INFO : Epoch 1806 | loss: 0.0310734 | val_loss: 0.0311184 | Time: 2065.83 ms [2022-04-13 04:29:36 main:574] : INFO : Epoch 1807 | loss: 0.0310743 | val_loss: 0.0311243 | Time: 2035.04 ms [2022-04-13 04:29:38 main:574] : INFO : Epoch 1808 | loss: 0.0310717 | val_loss: 0.0311113 | Time: 2014.6 ms [2022-04-13 04:29:40 main:574] : INFO : Epoch 1809 | loss: 0.0310701 | val_loss: 0.0311174 | Time: 2059.64 ms [2022-04-13 04:29:43 main:574] : INFO : Epoch 1810 | loss: 0.0310714 | val_loss: 0.0311167 | Time: 2109.25 ms [2022-04-13 04:29:45 main:574] : INFO : Epoch 1811 | loss: 0.0310743 | val_loss: 0.0311222 | Time: 2055.21 ms [2022-04-13 04:29:47 main:574] : INFO : Epoch 1812 | loss: 0.0310717 | val_loss: 0.0311181 | Time: 2060.27 ms [2022-04-13 04:29:49 main:574] : INFO : Epoch 1813 | loss: 0.0310686 | val_loss: 0.0311179 | Time: 2073.16 ms [2022-04-13 04:29:51 main:574] : INFO : Epoch 1814 | loss: 0.0310683 | val_loss: 0.031121 | Time: 2049.04 ms [2022-04-13 04:29:53 main:574] : INFO : Epoch 1815 | loss: 0.0310689 | val_loss: 0.0311208 | Time: 2087.36 ms [2022-04-13 04:29:56 main:574] : INFO : Epoch 1816 | loss: 0.0310715 | val_loss: 0.0311158 | Time: 2045.52 ms [2022-04-13 04:29:58 main:574] : INFO : Epoch 1817 | loss: 0.031071 | val_loss: 0.0311184 | Time: 2003.52 ms [2022-04-13 04:30:00 main:574] : INFO : Epoch 1818 | loss: 0.0310684 | val_loss: 0.0311145 | Time: 2086.15 ms [2022-04-13 04:30:02 main:574] : INFO : Epoch 1819 | loss: 0.0310703 | val_loss: 0.0311181 | Time: 2078.4 ms [2022-04-13 04:30:04 main:574] : INFO : Epoch 1820 | loss: 0.0310731 | val_loss: 0.031115 | Time: 2055.59 ms [2022-04-13 04:30:06 main:574] : INFO : Epoch 1821 | loss: 0.0310715 | val_loss: 0.0311139 | Time: 2044.95 ms [2022-04-13 04:30:09 main:574] : INFO : Epoch 1822 | loss: 0.0310732 | val_loss: 0.0311177 | Time: 2106.92 ms [2022-04-13 04:30:11 main:574] : INFO : Epoch 1823 | loss: 0.0310722 | val_loss: 0.0311186 | Time: 2068.89 ms [2022-04-13 04:30:13 main:574] : INFO : Epoch 1824 | loss: 0.0310789 | val_loss: 0.031119 | Time: 2035.91 ms [2022-04-13 04:30:15 main:574] : INFO : Epoch 1825 | loss: 0.0310708 | val_loss: 0.0311195 | Time: 2085.7 ms [2022-04-13 04:30:17 main:574] : INFO : Epoch 1826 | loss: 0.0310715 | val_loss: 0.0311225 | Time: 2085.52 ms [2022-04-13 04:30:19 main:574] : INFO : Epoch 1827 | loss: 0.0310677 | val_loss: 0.0311215 | Time: 2053.6 ms [2022-04-13 04:30:21 main:574] : INFO : Epoch 1828 | loss: 0.0310667 | val_loss: 0.0311145 | Time: 2050.34 ms [2022-04-13 04:30:24 main:574] : INFO : Epoch 1829 | loss: 0.0310666 | val_loss: 0.0311216 | Time: 2091.7 ms [2022-04-13 04:30:26 main:574] : INFO : Epoch 1830 | loss: 0.0310657 | val_loss: 0.0311149 | Time: 2057.78 ms [2022-04-13 04:30:28 main:574] : INFO : Epoch 1831 | loss: 0.0310692 | val_loss: 0.0311276 | Time: 2069.45 ms [2022-04-13 04:30:30 main:574] : INFO : Epoch 1832 | loss: 0.0310844 | val_loss: 0.0311239 | Time: 2039.69 ms [2022-04-13 04:30:32 main:574] : INFO : Epoch 1833 | loss: 0.0310896 | val_loss: 0.0313337 | Time: 2073.05 ms [2022-04-13 04:30:34 main:574] : INFO : Epoch 1834 | loss: 0.0390167 | val_loss: 0.033698 | Time: 2112.7 ms [2022-04-13 04:30:36 main:574] : INFO : Epoch 1835 | loss: 0.0332837 | val_loss: 0.0317414 | Time: 2034.68 ms [2022-04-13 04:30:38 main:574] : INFO : Epoch 1836 | loss: 0.0315043 | val_loss: 0.0313227 | Time: 2078.06 ms [2022-04-13 04:30:40 main:574] : INFO : Epoch 1837 | loss: 0.0312888 | val_loss: 0.0312559 | Time: 2100.5 ms [2022-04-13 04:30:43 main:574] : INFO : Epoch 1838 | loss: 0.0312475 | val_loss: 0.0312402 | Time: 2081.22 ms [2022-04-13 04:30:45 main:574] : INFO : Epoch 1839 | loss: 0.0312333 | val_loss: 0.0312256 | Time: 2086.34 ms [2022-04-13 04:30:47 main:574] : INFO : Epoch 1840 | loss: 0.03122 | val_loss: 0.0312124 | Time: 1976.39 ms [2022-04-13 04:30:49 main:574] : INFO : Epoch 1841 | loss: 0.0312092 | val_loss: 0.0312058 | Time: 2068.96 ms [2022-04-13 04:30:51 main:574] : INFO : Epoch 1842 | loss: 0.0312016 | val_loss: 0.031198 | Time: 2057.66 ms [2022-04-13 04:30:53 main:574] : INFO : Epoch 1843 | loss: 0.0311986 | val_loss: 0.0311934 | Time: 2039.77 ms [2022-04-13 04:30:55 main:574] : INFO : Epoch 1844 | loss: 0.0311939 | val_loss: 0.0311907 | Time: 2081.32 ms [2022-04-13 04:30:57 main:574] : INFO : Epoch 1845 | loss: 0.0311915 | val_loss: 0.0311899 | Time: 2096.17 ms [2022-04-13 04:30:59 main:574] : INFO : Epoch 1846 | loss: 0.0311893 | val_loss: 0.0311878 | Time: 2080.04 ms [2022-04-13 04:31:02 main:574] : INFO : Epoch 1847 | loss: 0.0311878 | val_loss: 0.0311887 | Time: 2027.59 ms [2022-04-13 04:31:04 main:574] : INFO : Epoch 1848 | loss: 0.0311869 | val_loss: 0.031184 | Time: 2040.98 ms [2022-04-13 04:31:06 main:574] : INFO : Epoch 1849 | loss: 0.0311845 | val_loss: 0.0311826 | Time: 2052.46 ms [2022-04-13 04:31:08 main:574] : INFO : Epoch 1850 | loss: 0.031183 | val_loss: 0.0311824 | Time: 2043.89 ms [2022-04-13 04:31:10 main:574] : INFO : Epoch 1851 | loss: 0.0311832 | val_loss: 0.0311833 | Time: 2094.39 ms [2022-04-13 04:31:12 main:574] : INFO : Epoch 1852 | loss: 0.0311813 | val_loss: 0.0311837 | Time: 2032.02 ms [2022-04-13 04:31:14 main:574] : INFO : Epoch 1853 | loss: 0.0311821 | val_loss: 0.031181 | Time: 2092.65 ms [2022-04-13 04:31:16 main:574] : INFO : Epoch 1854 | loss: 0.0311803 | val_loss: 0.0311785 | Time: 2055.71 ms [2022-04-13 04:31:18 main:574] : INFO : Epoch 1855 | loss: 0.0311785 | val_loss: 0.0311791 | Time: 2085.47 ms [2022-04-13 04:31:20 main:574] : INFO : Epoch 1856 | loss: 0.0311784 | val_loss: 0.0311827 | Time: 2053.32 ms [2022-04-13 04:31:23 main:574] : INFO : Epoch 1857 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 2046.76 ms [2022-04-13 04:31:25 main:574] : INFO : Epoch 1858 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 2046.65 ms [2022-04-13 04:31:27 main:574] : INFO : Epoch 1859 | loss: 0.0311828 | val_loss: 0.0311796 | Time: 2074.16 ms [2022-04-13 04:31:29 main:574] : INFO : Epoch 1860 | loss: 0.0311805 | val_loss: 0.0311764 | Time: 2101.18 ms [2022-04-13 04:31:31 main:574] : INFO : Epoch 1861 | loss: 0.0311769 | val_loss: 0.0311745 | Time: 2087.91 ms [2022-04-13 04:31:33 main:574] : INFO : Epoch 1862 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 2061.41 ms [2022-04-13 04:31:35 main:574] : INFO : Epoch 1863 | loss: 0.0311755 | val_loss: 0.0311742 | Time: 2076.43 ms [2022-04-13 04:31:37 main:574] : INFO : Epoch 1864 | loss: 0.0311744 | val_loss: 0.0311741 | Time: 2049.25 ms [2022-04-13 04:31:40 main:574] : INFO : Epoch 1865 | loss: 0.031176 | val_loss: 0.0311722 | Time: 2053.82 ms [2022-04-13 04:31:42 main:574] : INFO : Epoch 1866 | loss: 0.0311775 | val_loss: 0.0311755 | Time: 2073.74 ms [2022-04-13 04:31:44 main:574] : INFO : Epoch 1867 | loss: 0.0311758 | val_loss: 0.031175 | Time: 2025.39 ms [2022-04-13 04:31:46 main:574] : INFO : Epoch 1868 | loss: 0.0311737 | val_loss: 0.0311718 | Time: 2070.04 ms [2022-04-13 04:31:48 main:574] : INFO : Epoch 1869 | loss: 0.0311733 | val_loss: 0.0311728 | Time: 2062.31 ms [2022-04-13 04:31:50 main:574] : INFO : Epoch 1870 | loss: 0.0311722 | val_loss: 0.031171 | Time: 2078.93 ms [2022-04-13 04:31:52 main:574] : INFO : Epoch 1871 | loss: 0.0311716 | val_loss: 0.0311714 | Time: 2028.73 ms [2022-04-13 04:31:54 main:574] : INFO : Epoch 1872 | loss: 0.0311713 | val_loss: 0.0311718 | Time: 2032.88 ms [2022-04-13 04:31:56 main:574] : INFO : Epoch 1873 | loss: 0.0311697 | val_loss: 0.03117 | Time: 2051.77 ms [2022-04-13 04:31:58 main:574] : INFO : Epoch 1874 | loss: 0.0311699 | val_loss: 0.0311703 | Time: 2054.98 ms [2022-04-13 04:32:01 main:574] : INFO : Epoch 1875 | loss: 0.0311714 | val_loss: 0.0311791 | Time: 2088.04 ms [2022-04-13 04:32:03 main:574] : INFO : Epoch 1876 | loss: 0.0311718 | val_loss: 0.0311692 | Time: 2062.78 ms [2022-04-13 04:32:05 main:574] : INFO : Epoch 1877 | loss: 0.03117 | val_loss: 0.0311695 | Time: 2075.82 ms [2022-04-13 04:32:07 main:574] : INFO : Epoch 1878 | loss: 0.0311688 | val_loss: 0.0311687 | Time: 2088.82 ms [2022-04-13 04:32:09 main:574] : INFO : Epoch 1879 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 2056.65 ms [2022-04-13 04:32:11 main:574] : INFO : Epoch 1880 | loss: 0.03117 | val_loss: 0.0311672 | Time: 2075.19 ms [2022-04-13 04:32:13 main:574] : INFO : Epoch 1881 | loss: 0.0311676 | val_loss: 0.0311669 | Time: 2133.21 ms [2022-04-13 04:32:16 main:574] : INFO : Epoch 1882 | loss: 0.0311666 | val_loss: 0.0311672 | Time: 2064.55 ms [2022-04-13 04:32:18 main:574] : INFO : Epoch 1883 | loss: 0.0311666 | val_loss: 0.0311682 | Time: 2064.21 ms [2022-04-13 04:32:20 main:574] : INFO : Epoch 1884 | loss: 0.0311688 | val_loss: 0.0311685 | Time: 2070.57 ms [2022-04-13 04:32:22 main:574] : INFO : Epoch 1885 | loss: 0.0311676 | val_loss: 0.0311676 | Time: 2029.84 ms [2022-04-13 04:32:24 main:574] : INFO : Epoch 1886 | loss: 0.0311664 | val_loss: 0.0311665 | Time: 2038.69 ms [2022-04-13 04:32:26 main:574] : INFO : Epoch 1887 | loss: 0.0311656 | val_loss: 0.0311653 | Time: 2007.11 ms [2022-04-13 04:32:28 main:574] : INFO : Epoch 1888 | loss: 0.0311648 | val_loss: 0.0311646 | Time: 2112.55 ms [2022-04-13 04:32:30 main:574] : INFO : Epoch 1889 | loss: 0.031164 | val_loss: 0.0311672 | Time: 2070.87 ms [2022-04-13 04:32:32 main:574] : INFO : Epoch 1890 | loss: 0.0311646 | val_loss: 0.031165 | Time: 2060.73 ms [2022-04-13 04:32:35 main:574] : INFO : Epoch 1891 | loss: 0.0311643 | val_loss: 0.0311637 | Time: 2080.26 ms [2022-04-13 04:32:37 main:574] : INFO : Epoch 1892 | loss: 0.0311632 | val_loss: 0.0311637 | Time: 2065.61 ms [2022-04-13 04:32:39 main:574] : INFO : Epoch 1893 | loss: 0.0311639 | val_loss: 0.0311632 | Time: 2089.37 ms [2022-04-13 04:32:41 main:574] : INFO : Epoch 1894 | loss: 0.0311623 | val_loss: 0.0311637 | Time: 2050.43 ms [2022-04-13 04:32:43 main:574] : INFO : Epoch 1895 | loss: 0.0311633 | val_loss: 0.0311632 | Time: 2038.71 ms [2022-04-13 04:32:45 main:574] : INFO : Epoch 1896 | loss: 0.0311622 | val_loss: 0.0311627 | Time: 2044.26 ms [2022-04-13 04:32:47 main:574] : INFO : Epoch 1897 | loss: 0.0311631 | val_loss: 0.0311662 | Time: 2066.61 ms [2022-04-13 04:32:49 main:574] : INFO : Epoch 1898 | loss: 0.0311623 | val_loss: 0.031163 | Time: 2032.41 ms [2022-04-13 04:32:51 main:574] : INFO : Epoch 1899 | loss: 0.0311621 | val_loss: 0.0311611 | Time: 2054.43 ms [2022-04-13 04:32:53 main:574] : INFO : Epoch 1900 | loss: 0.0311609 | val_loss: 0.0311606 | Time: 2052.41 ms [2022-04-13 04:32:56 main:574] : INFO : Epoch 1901 | loss: 0.0311624 | val_loss: 0.0311634 | Time: 2038.41 ms [2022-04-13 04:32:58 main:574] : INFO : Epoch 1902 | loss: 0.0311609 | val_loss: 0.0311609 | Time: 2044.63 ms [2022-04-13 04:33:00 main:574] : INFO : Epoch 1903 | loss: 0.0311615 | val_loss: 0.0311602 | Time: 2086.39 ms [2022-04-13 04:33:02 main:574] : INFO : Epoch 1904 | loss: 0.0311606 | val_loss: 0.0311616 | Time: 2042.16 ms [2022-04-13 04:33:04 main:574] : INFO : Epoch 1905 | loss: 0.0311606 | val_loss: 0.0311614 | Time: 2071.06 ms [2022-04-13 04:33:06 main:574] : INFO : Epoch 1906 | loss: 0.0311616 | val_loss: 0.0311601 | Time: 2011.65 ms [2022-04-13 04:33:08 main:574] : INFO : Epoch 1907 | loss: 0.0311597 | val_loss: 0.0311609 | Time: 2024.71 ms [2022-04-13 04:33:10 main:574] : INFO : Epoch 1908 | loss: 0.0311594 | val_loss: 0.0311575 | Time: 2015.69 ms [2022-04-13 04:33:12 main:574] : INFO : Epoch 1909 | loss: 0.0311608 | val_loss: 0.0311566 | Time: 2038.66 ms [2022-04-13 04:33:15 main:574] : INFO : Epoch 1910 | loss: 0.0311601 | val_loss: 0.031158 | Time: 2040.63 ms [2022-04-13 04:33:17 main:574] : INFO : Epoch 1911 | loss: 0.0311556 | val_loss: 0.0311561 | Time: 2066.77 ms [2022-04-13 04:33:19 main:574] : INFO : Epoch 1912 | loss: 0.0311555 | val_loss: 0.0311538 | Time: 2013.13 ms [2022-04-13 04:33:21 main:574] : INFO : Epoch 1913 | loss: 0.0311548 | val_loss: 0.0311546 | Time: 2046.89 ms [2022-04-13 04:33:23 main:574] : INFO : Epoch 1914 | loss: 0.0311562 | val_loss: 0.0311547 | Time: 2000.74 ms [2022-04-13 04:33:25 main:574] : INFO : Epoch 1915 | loss: 0.031156 | val_loss: 0.0311612 | Time: 2012.21 ms [2022-04-13 04:33:27 main:574] : INFO : Epoch 1916 | loss: 0.0311592 | val_loss: 0.0311544 | Time: 2043.74 ms [2022-04-13 04:33:29 main:574] : INFO : Epoch 1917 | loss: 0.0311576 | val_loss: 0.0311557 | Time: 2081.71 ms [2022-04-13 04:33:31 main:574] : INFO : Epoch 1918 | loss: 0.031153 | val_loss: 0.0311537 | Time: 2043.24 ms [2022-04-13 04:33:33 main:574] : INFO : Epoch 1919 | loss: 0.031154 | val_loss: 0.0311599 | Time: 2054.56 ms [2022-04-13 04:33:36 main:574] : INFO : Epoch 1920 | loss: 0.0311573 | val_loss: 0.0311591 | Time: 2081.81 ms [2022-04-13 04:33:38 main:574] : INFO : Epoch 1921 | loss: 0.0311559 | val_loss: 0.0311555 | Time: 2057.6 ms [2022-04-13 04:33:40 main:574] : INFO : Epoch 1922 | loss: 0.0311581 | val_loss: 0.0311538 | Time: 2081.63 ms [2022-04-13 04:33:42 main:574] : INFO : Epoch 1923 | loss: 0.0311554 | val_loss: 0.0311596 | Time: 2045.21 ms [2022-04-13 04:33:44 main:574] : INFO : Epoch 1924 | loss: 0.0311534 | val_loss: 0.031166 | Time: 2008.64 ms [2022-04-13 04:33:46 main:574] : INFO : Epoch 1925 | loss: 0.0311564 | val_loss: 0.0311528 | Time: 2064.05 ms [2022-04-13 04:33:48 main:574] : INFO : Epoch 1926 | loss: 0.0311507 | val_loss: 0.0311552 | Time: 2096.73 ms [2022-04-13 04:33:50 main:574] : INFO : Epoch 1927 | loss: 0.0311492 | val_loss: 0.0311527 | Time: 2040.88 ms [2022-04-13 04:33:52 main:574] : INFO : Epoch 1928 | loss: 0.0311492 | val_loss: 0.0311532 | Time: 2057.75 ms [2022-04-13 04:33:55 main:574] : INFO : Epoch 1929 | loss: 0.0311507 | val_loss: 0.0311519 | Time: 2060.53 ms [2022-04-13 04:33:57 main:574] : INFO : Epoch 1930 | loss: 0.0311493 | val_loss: 0.0311542 | Time: 2038.29 ms [2022-04-13 04:33:59 main:574] : INFO : Epoch 1931 | loss: 0.0311479 | val_loss: 0.0311531 | Time: 2028.53 ms [2022-04-13 04:34:01 main:574] : INFO : Epoch 1932 | loss: 0.0311462 | val_loss: 0.0311544 | Time: 2033.23 ms [2022-04-13 04:34:03 main:574] : INFO : Epoch 1933 | loss: 0.0311453 | val_loss: 0.0311501 | Time: 2028.02 ms [2022-04-13 04:34:05 main:574] : INFO : Epoch 1934 | loss: 0.0311443 | val_loss: 0.0311502 | Time: 2020.45 ms [2022-04-13 04:34:07 main:574] : INFO : Epoch 1935 | loss: 0.0311435 | val_loss: 0.031151 | Time: 2041.37 ms [2022-04-13 04:34:09 main:574] : INFO : Epoch 1936 | loss: 0.0311435 | val_loss: 0.0311496 | Time: 2037.5 ms [2022-04-13 04:34:11 main:574] : INFO : Epoch 1937 | loss: 0.0311466 | val_loss: 0.0311522 | Time: 2066.3 ms [2022-04-13 04:34:13 main:574] : INFO : Epoch 1938 | loss: 0.0311489 | val_loss: 0.0311522 | Time: 2037.75 ms [2022-04-13 04:34:15 main:574] : INFO : Epoch 1939 | loss: 0.0311464 | val_loss: 0.0311536 | Time: 2027.25 ms [2022-04-13 04:34:17 main:574] : INFO : Epoch 1940 | loss: 0.0311461 | val_loss: 0.0311473 | Time: 2053.32 ms [2022-04-13 04:34:20 main:574] : INFO : Epoch 1941 | loss: 0.0311425 | val_loss: 0.0311473 | Time: 2001.84 ms [2022-04-13 04:34:22 main:574] : INFO : Epoch 1942 | loss: 0.0311399 | val_loss: 0.0311479 | Time: 2103.57 ms [2022-04-13 04:34:24 main:574] : INFO : Epoch 1943 | loss: 0.0311416 | val_loss: 0.03115 | Time: 2028.92 ms [2022-04-13 04:34:26 main:574] : INFO : Epoch 1944 | loss: 0.0311409 | val_loss: 0.0311518 | Time: 2090.04 ms [2022-04-13 04:34:28 main:574] : INFO : Epoch 1945 | loss: 0.0311395 | val_loss: 0.031147 | Time: 2034.48 ms [2022-04-13 04:34:30 main:574] : INFO : Epoch 1946 | loss: 0.031138 | val_loss: 0.031145 | Time: 2067.79 ms [2022-04-13 04:34:32 main:574] : INFO : Epoch 1947 | loss: 0.0311377 | val_loss: 0.0311459 | Time: 2043.43 ms [2022-04-13 04:34:34 main:574] : INFO : Epoch 1948 | loss: 0.0311388 | val_loss: 0.0311472 | Time: 2009.97 ms [2022-04-13 04:34:36 main:574] : INFO : Epoch 1949 | loss: 0.0311381 | val_loss: 0.031148 | Time: 2035.66 ms [2022-04-13 04:34:38 main:574] : INFO : Epoch 1950 | loss: 0.0311382 | val_loss: 0.0311446 | Time: 2027.63 ms [2022-04-13 04:34:40 main:574] : INFO : Epoch 1951 | loss: 0.031138 | val_loss: 0.0311476 | Time: 2039.15 ms [2022-04-13 04:34:43 main:574] : INFO : Epoch 1952 | loss: 0.0311377 | val_loss: 0.0311437 | Time: 1995.81 ms [2022-04-13 04:34:45 main:574] : INFO : Epoch 1953 | loss: 0.0311373 | val_loss: 0.0311431 | Time: 2038.69 ms [2022-04-13 04:34:47 main:574] : INFO : Epoch 1954 | loss: 0.0311358 | val_loss: 0.0311432 | Time: 2046.42 ms [2022-04-13 04:34:49 main:574] : INFO : Epoch 1955 | loss: 0.0311352 | val_loss: 0.0311422 | Time: 2074.79 ms [2022-04-13 04:34:51 main:574] : INFO : Epoch 1956 | loss: 0.0311364 | val_loss: 0.0311441 | Time: 2069.66 ms [2022-04-13 04:34:53 main:574] : INFO : Epoch 1957 | loss: 0.0311359 | val_loss: 0.0311426 | Time: 2013.72 ms [2022-04-13 04:34:55 main:574] : INFO : Epoch 1958 | loss: 0.0311361 | val_loss: 0.0311434 | Time: 1979.03 ms [2022-04-13 04:34:57 main:574] : INFO : Epoch 1959 | loss: 0.0311378 | val_loss: 0.031143 | Time: 2057.28 ms [2022-04-13 04:34:59 main:574] : INFO : Epoch 1960 | loss: 0.0311348 | val_loss: 0.031142 | Time: 2055.27 ms [2022-04-13 04:35:01 main:574] : INFO : Epoch 1961 | loss: 0.0311391 | val_loss: 0.0311555 | Time: 2047.06 ms [2022-04-13 04:35:03 main:574] : INFO : Epoch 1962 | loss: 0.0311397 | val_loss: 0.0311436 | Time: 2069.89 ms [2022-04-13 04:35:05 main:574] : INFO : Epoch 1963 | loss: 0.0311355 | val_loss: 0.0311428 | Time: 2037.54 ms [2022-04-13 04:35:08 main:574] : INFO : Epoch 1964 | loss: 0.0311337 | val_loss: 0.031142 | Time: 2088.05 ms [2022-04-13 04:35:10 main:574] : INFO : Epoch 1965 | loss: 0.0311347 | val_loss: 0.031142 | Time: 2030.83 ms [2022-04-13 04:35:12 main:574] : INFO : Epoch 1966 | loss: 0.0311335 | val_loss: 0.0311421 | Time: 2019.06 ms [2022-04-13 04:35:14 main:574] : INFO : Epoch 1967 | loss: 0.0311336 | val_loss: 0.031147 | Time: 2035.4 ms [2022-04-13 04:35:16 main:574] : INFO : Epoch 1968 | loss: 0.0311373 | val_loss: 0.0311381 | Time: 2024.02 ms [2022-04-13 04:35:18 main:574] : INFO : Epoch 1969 | loss: 0.0311329 | val_loss: 0.0311411 | Time: 2024.85 ms [2022-04-13 04:35:20 main:574] : INFO : Epoch 1970 | loss: 0.0311336 | val_loss: 0.0311389 | Time: 2059.16 ms [2022-04-13 04:35:22 main:574] : INFO : Epoch 1971 | loss: 0.0311334 | val_loss: 0.0311406 | Time: 2040.49 ms [2022-04-13 04:35:24 main:574] : INFO : Epoch 1972 | loss: 0.0311317 | val_loss: 0.0311414 | Time: 2034.93 ms [2022-04-13 04:35:26 main:574] : INFO : Epoch 1973 | loss: 0.0311344 | val_loss: 0.0311485 | Time: 2104.63 ms [2022-04-13 04:35:28 main:574] : INFO : Epoch 1974 | loss: 0.0311339 | val_loss: 0.0311424 | Time: 2061.46 ms [2022-04-13 04:35:31 main:574] : INFO : Epoch 1975 | loss: 0.0311335 | val_loss: 0.0311388 | Time: 2047.34 ms [2022-04-13 04:35:33 main:574] : INFO : Epoch 1976 | loss: 0.0311313 | val_loss: 0.0311442 | Time: 2088.86 ms [2022-04-13 04:35:35 main:574] : INFO : Epoch 1977 | loss: 0.0311301 | val_loss: 0.0311402 | Time: 2044.04 ms [2022-04-13 04:35:37 main:574] : INFO : Epoch 1978 | loss: 0.0311292 | val_loss: 0.0311393 | Time: 2091.96 ms [2022-04-13 04:35:39 main:574] : INFO : Epoch 1979 | loss: 0.0311286 | val_loss: 0.0311399 | Time: 2060.2 ms [2022-04-13 04:35:41 main:574] : INFO : Epoch 1980 | loss: 0.0311265 | val_loss: 0.0311398 | Time: 2063.13 ms [2022-04-13 04:35:43 main:574] : INFO : Epoch 1981 | loss: 0.0311259 | val_loss: 0.0311386 | Time: 2064.53 ms [2022-04-13 04:35:45 main:574] : INFO : Epoch 1982 | loss: 0.0311238 | val_loss: 0.0311379 | Time: 1995.16 ms [2022-04-13 04:35:48 main:574] : INFO : Epoch 1983 | loss: 0.0311243 | val_loss: 0.0311375 | Time: 2083.43 ms [2022-04-13 04:35:50 main:574] : INFO : Epoch 1984 | loss: 0.0311243 | val_loss: 0.0311395 | Time: 2073.17 ms [2022-04-13 04:35:52 main:574] : INFO : Epoch 1985 | loss: 0.0311236 | val_loss: 0.03114 | Time: 2040.16 ms [2022-04-13 04:35:54 main:574] : INFO : Epoch 1986 | loss: 0.0311247 | val_loss: 0.0311388 | Time: 2098.33 ms [2022-04-13 04:35:56 main:574] : INFO : Epoch 1987 | loss: 0.0311244 | val_loss: 0.0311343 | Time: 2038.02 ms [2022-04-13 04:35:58 main:574] : INFO : Epoch 1988 | loss: 0.0311255 | val_loss: 0.0311341 | Time: 2061.49 ms [2022-04-13 04:36:00 main:574] : INFO : Epoch 1989 | loss: 0.0311262 | val_loss: 0.0311427 | Time: 2058.33 ms [2022-04-13 04:36:02 main:574] : INFO : Epoch 1990 | loss: 0.0311221 | val_loss: 0.0311345 | Time: 2039.86 ms [2022-04-13 04:36:04 main:574] : INFO : Epoch 1991 | loss: 0.0311225 | val_loss: 0.0311349 | Time: 2045.97 ms [2022-04-13 04:36:07 main:574] : INFO : Epoch 1992 | loss: 0.0311209 | val_loss: 0.0311379 | Time: 2063.46 ms [2022-04-13 04:36:09 main:574] : INFO : Epoch 1993 | loss: 0.0311209 | val_loss: 0.0311318 | Time: 2000.43 ms [2022-04-13 04:36:11 main:574] : INFO : Epoch 1994 | loss: 0.0311199 | val_loss: 0.0311316 | Time: 2021.46 ms [2022-04-13 04:36:13 main:574] : INFO : Epoch 1995 | loss: 0.0311196 | val_loss: 0.0311325 | Time: 2073.92 ms [2022-04-13 04:36:15 main:574] : INFO : Epoch 1996 | loss: 0.0311175 | val_loss: 0.031131 | Time: 2051.42 ms [2022-04-13 04:36:17 main:574] : INFO : Epoch 1997 | loss: 0.0311177 | val_loss: 0.0311313 | Time: 2075.86 ms [2022-04-13 04:36:19 main:574] : INFO : Epoch 1998 | loss: 0.0311176 | val_loss: 0.031131 | Time: 2056.44 ms [2022-04-13 04:36:21 main:574] : INFO : Epoch 1999 | loss: 0.0311181 | val_loss: 0.0311319 | Time: 2036.24 ms [2022-04-13 04:36:23 main:574] : INFO : Epoch 2000 | loss: 0.0311195 | val_loss: 0.0311368 | Time: 2086.37 ms [2022-04-13 04:36:26 main:574] : INFO : Epoch 2001 | loss: 0.0311178 | val_loss: 0.0311317 | Time: 2182.81 ms [2022-04-13 04:36:28 main:574] : INFO : Epoch 2002 | loss: 0.0311171 | val_loss: 0.0311324 | Time: 2062.52 ms [2022-04-13 04:36:30 main:574] : INFO : Epoch 2003 | loss: 0.0311188 | val_loss: 0.0311466 | Time: 2070.99 ms [2022-04-13 04:36:32 main:574] : INFO : Epoch 2004 | loss: 0.0311245 | val_loss: 0.0311337 | Time: 1999.52 ms [2022-04-13 04:36:34 main:574] : INFO : Epoch 2005 | loss: 0.0311186 | val_loss: 0.0311319 | Time: 2097.21 ms [2022-04-13 04:36:36 main:574] : INFO : Epoch 2006 | loss: 0.0311195 | val_loss: 0.0311318 | Time: 2001.81 ms [2022-04-13 04:36:39 main:574] : INFO : Epoch 2007 | loss: 0.0311168 | val_loss: 0.0311355 | Time: 2038.43 ms [2022-04-13 04:36:41 main:574] : INFO : Epoch 2008 | loss: 0.0311175 | val_loss: 0.031133 | Time: 2099.55 ms [2022-04-13 04:36:43 main:574] : INFO : Epoch 2009 | loss: 0.0311169 | val_loss: 0.031135 | Time: 2036.34 ms [2022-04-13 04:36:45 main:574] : INFO : Epoch 2010 | loss: 0.0311164 | val_loss: 0.0311329 | Time: 2079 ms [2022-04-13 04:36:47 main:574] : INFO : Epoch 2011 | loss: 0.0311153 | val_loss: 0.0311311 | Time: 2089.08 ms [2022-04-13 04:36:49 main:574] : INFO : Epoch 2012 | loss: 0.0311162 | val_loss: 0.031137 | Time: 1999.36 ms [2022-04-13 04:36:51 main:574] : INFO : Epoch 2013 | loss: 0.0311191 | val_loss: 0.0311378 | Time: 2067.8 ms [2022-04-13 04:36:53 main:574] : INFO : Epoch 2014 | loss: 0.0311178 | val_loss: 0.031133 | Time: 2006.85 ms [2022-04-13 04:36:55 main:574] : INFO : Epoch 2015 | loss: 0.0311151 | val_loss: 0.0311319 | Time: 2034.74 ms [2022-04-13 04:36:58 main:574] : INFO : Epoch 2016 | loss: 0.0311144 | val_loss: 0.0311354 | Time: 2097.58 ms [2022-04-13 04:37:00 main:574] : INFO : Epoch 2017 | loss: 0.0311139 | val_loss: 0.0311342 | Time: 2057.32 ms [2022-04-13 04:37:02 main:574] : INFO : Epoch 2018 | loss: 0.031114 | val_loss: 0.0311345 | Time: 2016.6 ms [2022-04-13 04:37:04 main:574] : INFO : Epoch 2019 | loss: 0.0311157 | val_loss: 0.0311342 | Time: 2029.48 ms [2022-04-13 04:37:06 main:574] : INFO : Epoch 2020 | loss: 0.0311133 | val_loss: 0.0311336 | Time: 2029.58 ms [2022-04-13 04:37:08 main:574] : INFO : Epoch 2021 | loss: 0.0311127 | val_loss: 0.0311349 | Time: 2033.24 ms [2022-04-13 04:37:10 main:574] : INFO : Epoch 2022 | loss: 0.0311138 | val_loss: 0.0311369 | Time: 2062.7 ms [2022-04-13 04:37:12 main:574] : INFO : Epoch 2023 | loss: 0.0311186 | val_loss: 0.0311424 | Time: 2041.24 ms [2022-04-13 04:37:14 main:574] : INFO : Epoch 2024 | loss: 0.0311185 | val_loss: 0.031137 | Time: 2076.77 ms [2022-04-13 04:37:16 main:574] : INFO : Epoch 2025 | loss: 0.0311188 | val_loss: 0.0311343 | Time: 2025.88 ms [2022-04-13 04:37:18 main:574] : INFO : Epoch 2026 | loss: 0.0311175 | val_loss: 0.0311331 | Time: 2050.11 ms [2022-04-13 04:37:21 main:574] : INFO : Epoch 2027 | loss: 0.0311166 | val_loss: 0.0311321 | Time: 2068.28 ms [2022-04-13 04:37:23 main:574] : INFO : Epoch 2028 | loss: 0.0311164 | val_loss: 0.0311324 | Time: 2096.16 ms [2022-04-13 04:37:25 main:574] : INFO : Epoch 2029 | loss: 0.0311155 | val_loss: 0.0311324 | Time: 2086.6 ms [2022-04-13 04:37:27 main:574] : INFO : Epoch 2030 | loss: 0.0311153 | val_loss: 0.0311306 | Time: 2107.14 ms [2022-04-13 04:37:29 main:574] : INFO : Epoch 2031 | loss: 0.0311163 | val_loss: 0.0311357 | Time: 2022.1 ms [2022-04-13 04:37:31 main:574] : INFO : Epoch 2032 | loss: 0.0311166 | val_loss: 0.0311326 | Time: 2033.02 ms [2022-04-13 04:37:33 main:574] : INFO : Epoch 2033 | loss: 0.0311141 | val_loss: 0.0311301 | Time: 2051.91 ms [2022-04-13 04:37:35 main:574] : INFO : Epoch 2034 | loss: 0.0311147 | val_loss: 0.031132 | Time: 1989.89 ms [2022-04-13 04:37:37 main:574] : INFO : Epoch 2035 | loss: 0.0311145 | val_loss: 0.0311312 | Time: 2072.78 ms [2022-04-13 04:37:40 main:574] : INFO : Epoch 2036 | loss: 0.0311161 | val_loss: 0.031131 | Time: 2030.82 ms [2022-04-13 04:37:42 main:574] : INFO : Epoch 2037 | loss: 0.0311149 | val_loss: 0.0311277 | Time: 2082.33 ms [2022-04-13 04:37:44 main:574] : INFO : Epoch 2038 | loss: 0.0311129 | val_loss: 0.0311309 | Time: 2068.89 ms [2022-04-13 04:37:46 main:574] : INFO : Epoch 2039 | loss: 0.0311214 | val_loss: 0.0311317 | Time: 2049.13 ms [2022-04-13 04:37:48 main:574] : INFO : Epoch 2040 | loss: 0.031116 | val_loss: 0.0311359 | Time: 1658.52 ms [2022-04-13 04:37:50 main:574] : INFO : Epoch 2041 | loss: 0.0311179 | val_loss: 0.0311354 | Time: 1768.7 ms [2022-04-13 04:37:52 main:574] : INFO : Epoch 2042 | loss: 0.0311144 | val_loss: 0.031132 | Time: 1629.15 ms [2022-04-13 04:37:53 main:574] : INFO : Epoch 2043 | loss: 0.0311135 | val_loss: 0.0311313 | Time: 1682.71 ms [2022-04-13 04:37:55 main:574] : INFO : Epoch 2044 | loss: 0.0311206 | val_loss: 0.0311399 | Time: 1728.38 ms [2022-04-13 04:37:57 main:574] : INFO : Epoch 2045 | loss: 0.0311233 | val_loss: 0.0311296 | Time: 1705.55 ms [2022-04-13 04:37:59 main:574] : INFO : Epoch 2046 | loss: 0.0311175 | val_loss: 0.0311289 | Time: 1706.35 ms [2022-04-13 04:38:01 main:574] : INFO : Epoch 2047 | loss: 0.0311173 | val_loss: 0.031128 | Time: 1759.03 ms [2022-04-13 04:38:02 main:574] : INFO : Epoch 2048 | loss: 0.0311156 | val_loss: 0.0311297 | Time: 1682.77 ms [2022-04-13 04:38:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311297 [2022-04-13 04:38:02 main:603] : INFO : Saving end state to config to file [2022-04-13 04:38:03 main:608] : INFO : Success, exiting.. 04:38:03 (3560): 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)