Task 14552498
| Name | ParityModified-1645996837-25615-3-0_0 |
| Workunit | 11576368 |
| Created | 9 Apr 2022, 6:31:34 UTC |
| Sent | 10 Apr 2022, 17:36:56 UTC |
| Report deadline | 18 Apr 2022, 17:36:56 UTC |
| Received | 12 Apr 2022, 8:13:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 13 min 31 sec |
| CPU time | 1 hours 10 min 15 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 | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310952 | val_loss: 0.0311129 | Time: 2026.24 ms
[2022-04-12 09:54:38 main:574] : INFO : Epoch 1543 | loss: 0.031087 | val_loss: 0.031116 | Time: 2013.29 ms
[2022-04-12 09:54:40 main:574] : INFO : Epoch 1544 | loss: 0.0310878 | val_loss: 0.0311164 | Time: 2064.43 ms
[2022-04-12 09:54:42 main:574] : INFO : Epoch 1545 | loss: 0.0310864 | val_loss: 0.0311104 | Time: 2042.55 ms
[2022-04-12 09:54:44 main:574] : INFO : Epoch 1546 | loss: 0.0310859 | val_loss: 0.0311178 | Time: 2060.3 ms
[2022-04-12 09:54:46 main:574] : INFO : Epoch 1547 | loss: 0.0310887 | val_loss: 0.0311147 | Time: 2062.46 ms
[2022-04-12 09:54:48 main:574] : INFO : Epoch 1548 | loss: 0.0310859 | val_loss: 0.0311141 | Time: 2092.65 ms
[2022-04-12 09:54:50 main:574] : INFO : Epoch 1549 | loss: 0.031085 | val_loss: 0.0311117 | Time: 2063.75 ms
[2022-04-12 09:54:53 main:574] : INFO : Epoch 1550 | loss: 0.0310892 | val_loss: 0.0311156 | Time: 2032.66 ms
[2022-04-12 09:54:55 main:574] : INFO : Epoch 1551 | loss: 0.0310861 | val_loss: 0.0311125 | Time: 2072.62 ms
[2022-04-12 09:54:57 main:574] : INFO : Epoch 1552 | loss: 0.0310863 | val_loss: 0.0311108 | Time: 2099.13 ms
[2022-04-12 09:54:59 main:574] : INFO : Epoch 1553 | loss: 0.0310845 | val_loss: 0.0311143 | Time: 2086.71 ms
[2022-04-12 09:55:01 main:574] : INFO : Epoch 1554 | loss: 0.0310844 | val_loss: 0.0311151 | Time: 2072.46 ms
[2022-04-12 09:55:03 main:574] : INFO : Epoch 1555 | loss: 0.0310902 | val_loss: 0.0311143 | Time: 2067.14 ms
[2022-04-12 09:55:05 main:574] : INFO : Epoch 1556 | loss: 0.0310893 | val_loss: 0.0311136 | Time: 2052.34 ms
[2022-04-12 09:55:07 main:574] : INFO : Epoch 1557 | loss: 0.0310879 | val_loss: 0.0311215 | Time: 2002.79 ms
[2022-04-12 09:55:10 main:574] : INFO : Epoch 1558 | loss: 0.0310873 | val_loss: 0.0311236 | Time: 2057.67 ms
[2022-04-12 09:55:12 main:574] : INFO : Epoch 1559 | loss: 0.0310875 | val_loss: 0.0311239 | Time: 2009.28 ms
[2022-04-12 09:55:14 main:574] : INFO : Epoch 1560 | loss: 0.0310883 | val_loss: 0.0311267 | Time: 2056.7 ms
[2022-04-12 09:55:16 main:574] : INFO : Epoch 1561 | loss: 0.031096 | val_loss: 0.0311202 | Time: 2074.76 ms
[2022-04-12 09:55:18 main:574] : INFO : Epoch 1562 | loss: 0.0310942 | val_loss: 0.0311269 | Time: 2056.02 ms
[2022-04-12 09:55:20 main:574] : INFO : Epoch 1563 | loss: 0.031096 | val_loss: 0.0311224 | Time: 2046.53 ms
[2022-04-12 09:55:22 main:574] : INFO : Epoch 1564 | loss: 0.0310949 | val_loss: 0.0311248 | Time: 2101.46 ms
[2022-04-12 09:55:24 main:574] : INFO : Epoch 1565 | loss: 0.0310958 | val_loss: 0.0311216 | Time: 2032.32 ms
[2022-04-12 09:55:26 main:574] : INFO : Epoch 1566 | loss: 0.0310922 | val_loss: 0.0311232 | Time: 2054.84 ms
[2022-04-12 09:55:28 main:574] : INFO : Epoch 1567 | loss: 0.0310886 | val_loss: 0.0311222 | Time: 2071.81 ms
[2022-04-12 09:55:31 main:574] : INFO : Epoch 1568 | loss: 0.0310877 | val_loss: 0.0311223 | Time: 2066.89 ms
[2022-04-12 09:55:33 main:574] : INFO : Epoch 1569 | loss: 0.0310869 | val_loss: 0.0311182 | Time: 2079.26 ms
[2022-04-12 09:55:35 main:574] : INFO : Epoch 1570 | loss: 0.0310886 | val_loss: 0.0311242 | Time: 1971.87 ms
[2022-04-12 09:55:37 main:574] : INFO : Epoch 1571 | loss: 0.0310887 | val_loss: 0.0311197 | Time: 2024.85 ms
[2022-04-12 09:55:39 main:574] : INFO : Epoch 1572 | loss: 0.0310883 | val_loss: 0.031123 | Time: 2021.76 ms
[2022-04-12 09:55:41 main:574] : INFO : Epoch 1573 | loss: 0.0310865 | val_loss: 0.031122 | Time: 2028.35 ms
[2022-04-12 09:55:43 main:574] : INFO : Epoch 1574 | loss: 0.0310845 | val_loss: 0.0311239 | Time: 2046.12 ms
[2022-04-12 09:55:45 main:574] : INFO : Epoch 1575 | loss: 0.0310839 | val_loss: 0.0311154 | Time: 2067.4 ms
[2022-04-12 09:55:47 main:574] : INFO : Epoch 1576 | loss: 0.0310943 | val_loss: 0.0311221 | Time: 2013.86 ms
[2022-04-12 09:55:49 main:574] : INFO : Epoch 1577 | loss: 0.0310972 | val_loss: 0.0311169 | Time: 2046.27 ms
[2022-04-12 09:55:51 main:574] : INFO : Epoch 1578 | loss: 0.0310949 | val_loss: 0.0311195 | Time: 2098.48 ms
[2022-04-12 09:55:54 main:574] : INFO : Epoch 1579 | loss: 0.0310913 | val_loss: 0.0311262 | Time: 2072.49 ms
[2022-04-12 09:55:56 main:574] : INFO : Epoch 1580 | loss: 0.0310898 | val_loss: 0.0311214 | Time: 2046.87 ms
[2022-04-12 09:55:58 main:574] : INFO : Epoch 1581 | loss: 0.0310861 | val_loss: 0.0311163 | Time: 2058.83 ms
[2022-04-12 09:56:00 main:574] : INFO : Epoch 1582 | loss: 0.0310823 | val_loss: 0.0311248 | Time: 2079.67 ms
[2022-04-12 09:56:02 main:574] : INFO : Epoch 1583 | loss: 0.031083 | val_loss: 0.0311216 | Time: 2036.21 ms
[2022-04-12 09:56:04 main:574] : INFO : Epoch 1584 | loss: 0.0310884 | val_loss: 0.0311213 | Time: 2068.56 ms
[2022-04-12 09:56:06 main:574] : INFO : Epoch 1585 | loss: 0.0310941 | val_loss: 0.0311184 | Time: 2078.61 ms
[2022-04-12 09:56:08 main:574] : INFO : Epoch 1586 | loss: 0.031092 | val_loss: 0.0311181 | Time: 2092.04 ms
[2022-04-12 09:56:10 main:574] : INFO : Epoch 1587 | loss: 0.031089 | val_loss: 0.0311191 | Time: 2024.28 ms
[2022-04-12 09:56:13 main:574] : INFO : Epoch 1588 | loss: 0.0310891 | val_loss: 0.0311124 | Time: 2044.78 ms
[2022-04-12 09:56:15 main:574] : INFO : Epoch 1589 | loss: 0.031088 | val_loss: 0.0311227 | Time: 2050.82 ms
[2022-04-12 09:56:17 main:574] : INFO : Epoch 1590 | loss: 0.0310876 | val_loss: 0.0311211 | Time: 2124.76 ms
[2022-04-12 09:56:19 main:574] : INFO : Epoch 1591 | loss: 0.0310872 | val_loss: 0.0311162 | Time: 2054.66 ms
[2022-04-12 09:56:21 main:574] : INFO : Epoch 1592 | loss: 0.0310855 | val_loss: 0.0311156 | Time: 2102.95 ms
[2022-04-12 09:56:23 main:574] : INFO : Epoch 1593 | loss: 0.0310849 | val_loss: 0.0311117 | Time: 2099.24 ms
[2022-04-12 09:56:25 main:574] : INFO : Epoch 1594 | loss: 0.0310873 | val_loss: 0.0311155 | Time: 2064.31 ms
[2022-04-12 09:56:27 main:574] : INFO : Epoch 1595 | loss: 0.0310889 | val_loss: 0.0311162 | Time: 2066.23 ms
[2022-04-12 09:56:30 main:574] : INFO : Epoch 1596 | loss: 0.0310858 | val_loss: 0.0311218 | Time: 2034.05 ms
[2022-04-12 09:56:32 main:574] : INFO : Epoch 1597 | loss: 0.031087 | val_loss: 0.0311106 | Time: 2050.6 ms
[2022-04-12 09:56:34 main:574] : INFO : Epoch 1598 | loss: 0.0310868 | val_loss: 0.0311134 | Time: 2077.53 ms
[2022-04-12 09:56:36 main:574] : INFO : Epoch 1599 | loss: 0.0310893 | val_loss: 0.0311217 | Time: 2065.38 ms
[2022-04-12 09:56:38 main:574] : INFO : Epoch 1600 | loss: 0.0310875 | val_loss: 0.0311176 | Time: 2027.77 ms
[2022-04-12 09:56:40 main:574] : INFO : Epoch 1601 | loss: 0.0310879 | val_loss: 0.0311224 | Time: 2044.66 ms
[2022-04-12 09:56:42 main:574] : INFO : Epoch 1602 | loss: 0.0310925 | val_loss: 0.0311178 | Time: 2097.71 ms
[2022-04-12 09:56:44 main:574] : INFO : Epoch 1603 | loss: 0.0310849 | val_loss: 0.0311138 | Time: 2079.49 ms
[2022-04-12 09:56:46 main:574] : INFO : Epoch 1604 | loss: 0.031085 | val_loss: 0.0311079 | Time: 2046.81 ms
[2022-04-12 09:56:48 main:574] : INFO : Epoch 1605 | loss: 0.0310827 | val_loss: 0.0311129 | Time: 2080.12 ms
[2022-04-12 09:56:51 main:574] : INFO : Epoch 1606 | loss: 0.0310839 | val_loss: 0.0311086 | Time: 2048.31 ms
[2022-04-12 09:56:53 main:574] : INFO : Epoch 1607 | loss: 0.0310832 | val_loss: 0.0311122 | Time: 2098.38 ms
[2022-04-12 09:56:55 main:574] : INFO : Epoch 1608 | loss: 0.0310891 | val_loss: 0.0311194 | Time: 2090.21 ms
[2022-04-12 09:56:57 main:574] : INFO : Epoch 1609 | loss: 0.0310967 | val_loss: 0.031116 | Time: 2077.76 ms
[2022-04-12 09:56:59 main:574] : INFO : Epoch 1610 | loss: 0.0310935 | val_loss: 0.0311193 | Time: 2105.32 ms
[2022-04-12 09:57:01 main:574] : INFO : Epoch 1611 | loss: 0.0310954 | val_loss: 0.031114 | Time: 2114.71 ms
[2022-04-12 09:57:03 main:574] : INFO : Epoch 1612 | loss: 0.0310915 | val_loss: 0.0311147 | Time: 2082.86 ms
[2022-04-12 09:57:06 main:574] : INFO : Epoch 1613 | loss: 0.0310918 | val_loss: 0.0311167 | Time: 2096.25 ms
[2022-04-12 09:57:08 main:574] : INFO : Epoch 1614 | loss: 0.0310941 | val_loss: 0.0311211 | Time: 2103.09 ms
[2022-04-12 09:57:10 main:574] : INFO : Epoch 1615 | loss: 0.0310948 | val_loss: 0.0311187 | Time: 2089.41 ms
[2022-04-12 09:57:12 main:574] : INFO : Epoch 1616 | loss: 0.0310899 | val_loss: 0.0311266 | Time: 2071.4 ms
[2022-04-12 09:57:14 main:574] : INFO : Epoch 1617 | loss: 0.0310902 | val_loss: 0.0311157 | Time: 2119.74 ms
[2022-04-12 09:57:16 main:574] : INFO : Epoch 1618 | loss: 0.0310938 | val_loss: 0.0311128 | Time: 2055.33 ms
[2022-04-12 09:57:18 main:574] : INFO : Epoch 1619 | loss: 0.0310964 | val_loss: 0.0311183 | Time: 2093.09 ms
[2022-04-12 09:57:21 main:574] : INFO : Epoch 1620 | loss: 0.0310951 | val_loss: 0.0311187 | Time: 2089.17 ms
[2022-04-12 09:57:23 main:574] : INFO : Epoch 1621 | loss: 0.0310898 | val_loss: 0.0311163 | Time: 2066.04 ms
[2022-04-12 09:57:25 main:574] : INFO : Epoch 1622 | loss: 0.0310891 | val_loss: 0.0311102 | Time: 2076.31 ms
[2022-04-12 09:57:27 main:574] : INFO : Epoch 1623 | loss: 0.0310899 | val_loss: 0.0311151 | Time: 2059.49 ms
[2022-04-12 09:57:29 main:574] : INFO : Epoch 1624 | loss: 0.0310969 | val_loss: 0.0311189 | Time: 2103.85 ms
[2022-04-12 09:57:31 main:574] : INFO : Epoch 1625 | loss: 0.0311016 | val_loss: 0.0311182 | Time: 2067.69 ms
[2022-04-12 09:57:33 main:574] : INFO : Epoch 1626 | loss: 0.0311055 | val_loss: 0.0311226 | Time: 2118.83 ms
[2022-04-12 09:57:36 main:574] : INFO : Epoch 1627 | loss: 0.0311043 | val_loss: 0.0311251 | Time: 2093.2 ms
[2022-04-12 09:57:38 main:574] : INFO : Epoch 1628 | loss: 0.0311016 | val_loss: 0.0311208 | Time: 2086.14 ms
[2022-04-12 09:57:40 main:574] : INFO : Epoch 1629 | loss: 0.0311002 | val_loss: 0.0311181 | Time: 2098.5 ms
[2022-04-12 09:57:42 main:574] : INFO : Epoch 1630 | loss: 0.0310963 | val_loss: 0.0311175 | Time: 2082.26 ms
[2022-04-12 09:57:44 main:574] : INFO : Epoch 1631 | loss: 0.0311003 | val_loss: 0.0311304 | Time: 2113.92 ms
[2022-04-12 09:57:46 main:574] : INFO : Epoch 1632 | loss: 0.0310987 | val_loss: 0.0311268 | Time: 2045.66 ms
[2022-04-12 09:57:48 main:574] : INFO : Epoch 1633 | loss: 0.0310971 | val_loss: 0.0311175 | Time: 2109.24 ms
[2022-04-12 09:57:51 main:574] : INFO : Epoch 1634 | loss: 0.0310936 | val_loss: 0.0311223 | Time: 2079.31 ms
[2022-04-12 09:57:53 main:574] : INFO : Epoch 1635 | loss: 0.0310939 | val_loss: 0.0311209 | Time: 2081.96 ms
[2022-04-12 09:57:55 main:574] : INFO : Epoch 1636 | loss: 0.0310947 | val_loss: 0.0311146 | Time: 2050.24 ms
[2022-04-12 09:57:57 main:574] : INFO : Epoch 1637 | loss: 0.0310919 | val_loss: 0.031119 | Time: 2055.99 ms
[2022-04-12 09:57:59 main:574] : INFO : Epoch 1638 | loss: 0.0310919 | val_loss: 0.0311248 | Time: 2073.47 ms
[2022-04-12 09:58:01 main:574] : INFO : Epoch 1639 | loss: 0.0310908 | val_loss: 0.0311176 | Time: 2051.15 ms
[2022-04-12 09:58:03 main:574] : INFO : Epoch 1640 | loss: 0.0310912 | val_loss: 0.0311226 | Time: 2089.26 ms
[2022-04-12 09:58:05 main:574] : INFO : Epoch 1641 | loss: 0.0310947 | val_loss: 0.0311256 | Time: 2082.53 ms
[2022-04-12 09:58:08 main:574] : INFO : Epoch 1642 | loss: 0.0310924 | val_loss: 0.0311218 | Time: 2091.99 ms
[2022-04-12 09:58:10 main:574] : INFO : Epoch 1643 | loss: 0.0310914 | val_loss: 0.0311191 | Time: 2099.84 ms
[2022-04-12 09:58:12 main:574] : INFO : Epoch 1644 | loss: 0.0310933 | val_loss: 0.0311168 | Time: 2116.38 ms
[2022-04-12 09:58:14 main:574] : INFO : Epoch 1645 | loss: 0.0310934 | val_loss: 0.0311141 | Time: 2118.54 ms
[2022-04-12 09:58:16 main:574] : INFO : Epoch 1646 | loss: 0.0310892 | val_loss: 0.0311132 | Time: 2082.28 ms
[2022-04-12 09:58:18 main:574] : INFO : Epoch 1647 | loss: 0.0310868 | val_loss: 0.0311108 | Time: 2074.42 ms
[2022-04-12 09:58:21 main:574] : INFO : Epoch 1648 | loss: 0.0310856 | val_loss: 0.0311146 | Time: 2069.71 ms
[2022-04-12 09:58:23 main:574] : INFO : Epoch 1649 | loss: 0.0310869 | val_loss: 0.0311111 | Time: 2113.21 ms
[2022-04-12 09:58:25 main:574] : INFO : Epoch 1650 | loss: 0.0310904 | val_loss: 0.0311162 | Time: 2111.71 ms
[2022-04-12 09:58:27 main:574] : INFO : Epoch 1651 | loss: 0.0310949 | val_loss: 0.0311142 | Time: 2080.5 ms
[2022-04-12 09:58:29 main:574] : INFO : Epoch 1652 | loss: 0.0310908 | val_loss: 0.0311126 | Time: 2108.31 ms
[2022-04-12 09:58:31 main:574] : INFO : Epoch 1653 | loss: 0.0310893 | val_loss: 0.031118 | Time: 2106.33 ms
[2022-04-12 09:58:34 main:574] : INFO : Epoch 1654 | loss: 0.0310947 | val_loss: 0.0311221 | Time: 2101.78 ms
[2022-04-12 09:58:36 main:574] : INFO : Epoch 1655 | loss: 0.0310985 | val_loss: 0.0311204 | Time: 2116.07 ms
[2022-04-12 09:58:38 main:574] : INFO : Epoch 1656 | loss: 0.0311086 | val_loss: 0.0311327 | Time: 2100.9 ms
[2022-04-12 09:58:40 main:574] : INFO : Epoch 1657 | loss: 0.0311209 | val_loss: 0.0311378 | Time: 2098.26 ms
[2022-04-12 09:58:42 main:574] : INFO : Epoch 1658 | loss: 0.0311261 | val_loss: 0.0311323 | Time: 2073.98 ms
[2022-04-12 09:58:44 main:574] : INFO : Epoch 1659 | loss: 0.0311223 | val_loss: 0.0311301 | Time: 2064.26 ms
[2022-04-12 09:58:46 main:574] : INFO : Epoch 1660 | loss: 0.0311208 | val_loss: 0.0311241 | Time: 2042.68 ms
[2022-04-12 09:58:49 main:574] : INFO : Epoch 1661 | loss: 0.03112 | val_loss: 0.0311278 | Time: 2073.98 ms
[2022-04-12 09:58:51 main:574] : INFO : Epoch 1662 | loss: 0.0311182 | val_loss: 0.0311251 | Time: 2114.55 ms
[2022-04-12 09:58:53 main:574] : INFO : Epoch 1663 | loss: 0.0311144 | val_loss: 0.0311217 | Time: 2119.35 ms
[2022-04-12 09:58:55 main:574] : INFO : Epoch 1664 | loss: 0.0311198 | val_loss: 0.0311318 | Time: 2063.16 ms
[2022-04-12 09:58:58 main:574] : INFO : Epoch 1665 | loss: 0.0311283 | val_loss: 0.0311317 | Time: 2111.26 ms
[2022-04-12 09:59:00 main:574] : INFO : Epoch 1666 | loss: 0.0311194 | val_loss: 0.0311252 | Time: 2168.65 ms
[2022-04-12 09:59:02 main:574] : INFO : Epoch 1667 | loss: 0.0311154 | val_loss: 0.0311221 | Time: 2103.12 ms
[2022-04-12 09:59:04 main:574] : INFO : Epoch 1668 | loss: 0.0311129 | val_loss: 0.0311224 | Time: 2075.47 ms
[2022-04-12 09:59:06 main:574] : INFO : Epoch 1669 | loss: 0.0311093 | val_loss: 0.0311217 | Time: 2066.11 ms
[2022-04-12 09:59:08 main:574] : INFO : Epoch 1670 | loss: 0.031108 | val_loss: 0.0311194 | Time: 2144.44 ms
[2022-04-12 09:59:11 main:574] : INFO : Epoch 1671 | loss: 0.0311077 | val_loss: 0.0311213 | Time: 2081.77 ms
[2022-04-12 09:59:13 main:574] : INFO : Epoch 1672 | loss: 0.0311118 | val_loss: 0.0311222 | Time: 2084.42 ms
[2022-04-12 09:59:15 main:574] : INFO : Epoch 1673 | loss: 0.0311137 | val_loss: 0.0311185 | Time: 2094.27 ms
[2022-04-12 09:59:17 main:574] : INFO : Epoch 1674 | loss: 0.031109 | val_loss: 0.0311187 | Time: 2048.63 ms
[2022-04-12 09:59:19 main:574] : INFO : Epoch 1675 | loss: 0.031106 | val_loss: 0.031121 | Time: 2083.79 ms
[2022-04-12 09:59:21 main:574] : INFO : Epoch 1676 | loss: 0.0311049 | val_loss: 0.0311167 | Time: 2048.31 ms
[2022-04-12 09:59:23 main:574] : INFO : Epoch 1677 | loss: 0.0311071 | val_loss: 0.0311331 | Time: 2093 ms
[2022-04-12 09:59:25 main:574] : INFO : Epoch 1678 | loss: 0.0311095 | val_loss: 0.0311242 | Time: 2068.4 ms
[2022-04-12 09:59:27 main:574] : INFO : Epoch 1679 | loss: 0.0311064 | val_loss: 0.0311217 | Time: 2081.01 ms
[2022-04-12 09:59:30 main:574] : INFO : Epoch 1680 | loss: 0.0311021 | val_loss: 0.0311167 | Time: 2081.51 ms
[2022-04-12 09:59:32 main:574] : INFO : Epoch 1681 | loss: 0.0311025 | val_loss: 0.0311197 | Time: 2119.12 ms
[2022-04-12 09:59:34 main:574] : INFO : Epoch 1682 | loss: 0.0311004 | val_loss: 0.0311172 | Time: 2080.73 ms
[2022-04-12 09:59:36 main:574] : INFO : Epoch 1683 | loss: 0.0310989 | val_loss: 0.0311176 | Time: 2060.94 ms
[2022-04-12 09:59:38 main:574] : INFO : Epoch 1684 | loss: 0.0310979 | val_loss: 0.0311182 | Time: 2102.52 ms
[2022-04-12 09:59:40 main:574] : INFO : Epoch 1685 | loss: 0.0310977 | val_loss: 0.0311203 | Time: 2064.84 ms
[2022-04-12 09:59:43 main:574] : INFO : Epoch 1686 | loss: 0.031095 | val_loss: 0.0311231 | Time: 2075.98 ms
[2022-04-12 09:59:45 main:574] : INFO : Epoch 1687 | loss: 0.0310955 | val_loss: 0.031121 | Time: 2046.75 ms
[2022-04-12 09:59:47 main:574] : INFO : Epoch 1688 | loss: 0.0310948 | val_loss: 0.0311189 | Time: 2061.61 ms
[2022-04-12 09:59:49 main:574] : INFO : Epoch 1689 | loss: 0.0310944 | val_loss: 0.0311165 | Time: 2054.89 ms
[2022-04-12 09:59:51 main:574] : INFO : Epoch 1690 | loss: 0.031093 | val_loss: 0.0311175 | Time: 2101.66 ms
[2022-04-12 09:59:53 main:574] : INFO : Epoch 1691 | loss: 0.0310946 | val_loss: 0.0311161 | Time: 2029.57 ms
[2022-04-12 09:59:55 main:574] : INFO : Epoch 1692 | loss: 0.0310938 | val_loss: 0.0311153 | Time: 2093.52 ms
[2022-04-12 09:59:58 main:574] : INFO : Epoch 1693 | loss: 0.0310966 | val_loss: 0.0311118 | Time: 2075.7 ms
[2022-04-12 10:00:00 main:574] : INFO : Epoch 1694 | loss: 0.0310966 | val_loss: 0.0311143 | Time: 2079.14 ms
[2022-04-12 10:00:02 main:574] : INFO : Epoch 1695 | loss: 0.0310934 | val_loss: 0.0311118 | Time: 2113.38 ms
[2022-04-12 10:00:04 main:574] : INFO : Epoch 1696 | loss: 0.0310921 | val_loss: 0.0311102 | Time: 2118.48 ms
[2022-04-12 10:00:06 main:574] : INFO : Epoch 1697 | loss: 0.0310928 | val_loss: 0.0311108 | Time: 2066.56 ms
[2022-04-12 10:00:08 main:574] : INFO : Epoch 1698 | loss: 0.0310926 | val_loss: 0.0311169 | Time: 2072.47 ms
[2022-04-12 10:00:10 main:574] : INFO : Epoch 1699 | loss: 0.0311 | val_loss: 0.0311295 | Time: 2109.58 ms
[2022-04-12 10:00:13 main:574] : INFO : Epoch 1700 | loss: 0.0311098 | val_loss: 0.0311262 | Time: 2121.93 ms
[2022-04-12 10:00:15 main:574] : INFO : Epoch 1701 | loss: 0.0311113 | val_loss: 0.0311265 | Time: 2133.16 ms
[2022-04-12 10:00:17 main:574] : INFO : Epoch 1702 | loss: 0.0311232 | val_loss: 0.0311422 | Time: 2093.7 ms
[2022-04-12 10:00:19 main:574] : INFO : Epoch 1703 | loss: 0.0311332 | val_loss: 0.0311348 | Time: 2081.8 ms
[2022-04-12 10:00:21 main:574] : INFO : Epoch 1704 | loss: 0.0311331 | val_loss: 0.0311306 | Time: 2053.33 ms
[2022-04-12 10:00:23 main:574] : INFO : Epoch 1705 | loss: 0.0311294 | val_loss: 0.0311288 | Time: 2084.49 ms
[2022-04-12 10:00:25 main:574] : INFO : Epoch 1706 | loss: 0.0311261 | val_loss: 0.0311287 | Time: 2075.29 ms
[2022-04-12 10:00:28 main:574] : INFO : Epoch 1707 | loss: 0.0311243 | val_loss: 0.0311275 | Time: 2110.92 ms
[2022-04-12 10:00:30 main:574] : INFO : Epoch 1708 | loss: 0.0311209 | val_loss: 0.0311255 | Time: 2089.24 ms
[2022-04-12 10:00:32 main:574] : INFO : Epoch 1709 | loss: 0.0311198 | val_loss: 0.0311298 | Time: 2101.41 ms
[2022-04-12 10:00:34 main:574] : INFO : Epoch 1710 | loss: 0.0311318 | val_loss: 0.0311611 | Time: 2120.11 ms
[2022-04-12 10:00:36 main:574] : INFO : Epoch 1711 | loss: 0.0311598 | val_loss: 0.0311595 | Time: 2066.4 ms
[2022-04-12 10:00:38 main:574] : INFO : Epoch 1712 | loss: 0.0311581 | val_loss: 0.0311642 | Time: 2108.42 ms
[2022-04-12 10:00:41 main:574] : INFO : Epoch 1713 | loss: 0.0311628 | val_loss: 0.0311657 | Time: 2072.13 ms
[2022-04-12 10:00:43 main:574] : INFO : Epoch 1714 | loss: 0.0311726 | val_loss: 0.0311814 | Time: 2074.3 ms
[2022-04-12 10:00:45 main:574] : INFO : Epoch 1715 | loss: 0.0311824 | val_loss: 0.0311745 | Time: 2077.34 ms
[2022-04-12 10:00:47 main:574] : INFO : Epoch 1716 | loss: 0.031175 | val_loss: 0.0311711 | Time: 2077.49 ms
[2022-04-12 10:00:49 main:574] : INFO : Epoch 1717 | loss: 0.0311727 | val_loss: 0.0311687 | Time: 2097.67 ms
[2022-04-12 10:00:51 main:574] : INFO : Epoch 1718 | loss: 0.031171 | val_loss: 0.0311677 | Time: 2127.12 ms
[2022-04-12 10:00:53 main:574] : INFO : Epoch 1719 | loss: 0.0311699 | val_loss: 0.031167 | Time: 2100.3 ms
[2022-04-12 10:00:56 main:574] : INFO : Epoch 1720 | loss: 0.0311698 | val_loss: 0.0311662 | Time: 2094.3 ms
[2022-04-12 10:00:58 main:574] : INFO : Epoch 1721 | loss: 0.0311676 | val_loss: 0.0311615 | Time: 2103.83 ms
[2022-04-12 10:01:00 main:574] : INFO : Epoch 1722 | loss: 0.031164 | val_loss: 0.0311609 | Time: 2109.82 ms
[2022-04-12 10:01:02 main:574] : INFO : Epoch 1723 | loss: 0.0311619 | val_loss: 0.0311571 | Time: 2098.71 ms
[2022-04-12 10:01:04 main:574] : INFO : Epoch 1724 | loss: 0.0311597 | val_loss: 0.0311572 | Time: 2079.57 ms
[2022-04-12 10:01:06 main:574] : INFO : Epoch 1725 | loss: 0.0311597 | val_loss: 0.031157 | Time: 2068.35 ms
[2022-04-12 10:01:09 main:574] : INFO : Epoch 1726 | loss: 0.0311595 | val_loss: 0.0311568 | Time: 2107.77 ms
[2022-04-12 10:01:11 main:574] : INFO : Epoch 1727 | loss: 0.0311592 | val_loss: 0.0311571 | Time: 2097.81 ms
[2022-04-12 10:01:13 main:574] : INFO : Epoch 1728 | loss: 0.031158 | val_loss: 0.0311549 | Time: 2095.09 ms
[2022-04-12 10:01:15 main:574] : INFO : Epoch 1729 | loss: 0.0311555 | val_loss: 0.0311543 | Time: 2113.43 ms
[2022-04-12 10:01:17 main:574] : INFO : Epoch 1730 | loss: 0.0311546 | val_loss: 0.0311546 | Time: 2101.6 ms
[2022-04-12 10:01:19 main:574] : INFO : Epoch 1731 | loss: 0.0311556 | val_loss: 0.0311556 | Time: 2096.39 ms
[2022-04-12 10:01:22 main:574] : INFO : Epoch 1732 | loss: 0.0311554 | val_loss: 0.031156 | Time: 2110.79 ms
[2022-04-12 10:01:24 main:574] : INFO : Epoch 1733 | loss: 0.0311552 | val_loss: 0.0311559 | Time: 2110.77 ms
[2022-04-12 10:01:26 main:574] : INFO : Epoch 1734 | loss: 0.0311559 | val_loss: 0.0311555 | Time: 2042.24 ms
[2022-04-12 10:01:28 main:574] : INFO : Epoch 1735 | loss: 0.0311541 | val_loss: 0.0311558 | Time: 2080.31 ms
[2022-04-12 10:01:30 main:574] : INFO : Epoch 1736 | loss: 0.0311539 | val_loss: 0.0311533 | Time: 2073.19 ms
[2022-04-12 10:01:32 main:574] : INFO : Epoch 1737 | loss: 0.031154 | val_loss: 0.0311559 | Time: 2092.69 ms
[2022-04-12 10:01:34 main:574] : INFO : Epoch 1738 | loss: 0.0311669 | val_loss: 0.0311598 | Time: 2096.38 ms
[2022-04-12 10:01:37 main:574] : INFO : Epoch 1739 | loss: 0.0311656 | val_loss: 0.0311598 | Time: 2105.04 ms
[2022-04-12 10:01:39 main:574] : INFO : Epoch 1740 | loss: 0.0311656 | val_loss: 0.0311602 | Time: 2114.62 ms
[2022-04-12 10:01:41 main:574] : INFO : Epoch 1741 | loss: 0.0311647 | val_loss: 0.031158 | Time: 2105.66 ms
[2022-04-12 10:01:43 main:574] : INFO : Epoch 1742 | loss: 0.0311647 | val_loss: 0.0311574 | Time: 2107.99 ms
[2022-04-12 10:01:45 main:574] : INFO : Epoch 1743 | loss: 0.0311624 | val_loss: 0.0311563 | Time: 2058.26 ms
[2022-04-12 10:01:47 main:574] : INFO : Epoch 1744 | loss: 0.0311622 | val_loss: 0.0311559 | Time: 2084.64 ms
[2022-04-12 10:01:50 main:574] : INFO : Epoch 1745 | loss: 0.0311619 | val_loss: 0.0311586 | Time: 2064.29 ms
[2022-04-12 10:01:52 main:574] : INFO : Epoch 1746 | loss: 0.0311621 | val_loss: 0.0311586 | Time: 2089.85 ms
[2022-04-12 10:01:54 main:574] : INFO : Epoch 1747 | loss: 0.0311605 | val_loss: 0.031156 | Time: 2085.64 ms
[2022-04-12 10:01:56 main:574] : INFO : Epoch 1748 | loss: 0.0311605 | val_loss: 0.0311558 | Time: 2134.04 ms
[2022-04-12 10:01:58 main:574] : INFO : Epoch 1749 | loss: 0.03116 | val_loss: 0.0311554 | Time: 2112.92 ms
[2022-04-12 10:02:00 main:574] : INFO : Epoch 1750 | loss: 0.0311608 | val_loss: 0.0311567 | Time: 2101.48 ms
[2022-04-12 10:02:03 main:574] : INFO : Epoch 1751 | loss: 0.0311607 | val_loss: 0.0311608 | Time: 2103.44 ms
[2022-04-12 10:02:05 main:574] : INFO : Epoch 1752 | loss: 0.031162 | val_loss: 0.0311577 | Time: 2080.43 ms
[2022-04-12 10:02:07 main:574] : INFO : Epoch 1753 | loss: 0.0311611 | val_loss: 0.0311581 | Time: 2063.03 ms
[2022-04-12 10:02:09 main:574] : INFO : Epoch 1754 | loss: 0.0311595 | val_loss: 0.0311558 | Time: 2076.91 ms
[2022-04-12 10:02:11 main:574] : INFO : Epoch 1755 | loss: 0.0311587 | val_loss: 0.0311552 | Time: 2139.06 ms
[2022-04-12 10:02:13 main:574] : INFO : Epoch 1756 | loss: 0.0311581 | val_loss: 0.0311544 | Time: 2125.2 ms
[2022-04-12 10:02:16 main:574] : INFO : Epoch 1757 | loss: 0.0311581 | val_loss: 0.0311541 | Time: 2099.22 ms
[2022-04-12 10:02:18 main:574] : INFO : Epoch 1758 | loss: 0.0311585 | val_loss: 0.0311535 | Time: 2112.52 ms
[2022-04-12 10:02:20 main:574] : INFO : Epoch 1759 | loss: 0.0311614 | val_loss: 0.0311551 | Time: 2116.57 ms
[2022-04-12 10:02:22 main:574] : INFO : Epoch 1760 | loss: 0.0311604 | val_loss: 0.0311603 | Time: 2124.68 ms
[2022-04-12 10:02:24 main:574] : INFO : Epoch 1761 | loss: 0.0311611 | val_loss: 0.031155 | Time: 2076.62 ms
[2022-04-12 10:02:27 main:574] : INFO : Epoch 1762 | loss: 0.0311595 | val_loss: 0.0311563 | Time: 2106.77 ms
[2022-04-12 10:02:29 main:574] : INFO : Epoch 1763 | loss: 0.0311594 | val_loss: 0.0311535 | Time: 2142.73 ms
[2022-04-12 10:02:31 main:574] : INFO : Epoch 1764 | loss: 0.0311577 | val_loss: 0.031153 | Time: 2123.79 ms
[2022-04-12 10:02:33 main:574] : INFO : Epoch 1765 | loss: 0.0311567 | val_loss: 0.0311533 | Time: 2111.67 ms
[2022-04-12 10:02:35 main:574] : INFO : Epoch 1766 | loss: 0.0311582 | val_loss: 0.0311562 | Time: 2055.22 ms
[2022-04-12 10:02:38 main:574] : INFO : Epoch 1767 | loss: 0.0311596 | val_loss: 0.0311534 | Time: 2093.41 ms
[2022-04-12 10:02:40 main:574] : INFO : Epoch 1768 | loss: 0.031156 | val_loss: 0.0311551 | Time: 2083.55 ms
[2022-04-12 10:02:42 main:574] : INFO : Epoch 1769 | loss: 0.0311567 | val_loss: 0.0311531 | Time: 2057.64 ms
[2022-04-12 10:02:44 main:574] : INFO : Epoch 1770 | loss: 0.0311559 | val_loss: 0.0311542 | Time: 2057.5 ms
[2022-04-12 10:02:46 main:574] : INFO : Epoch 1771 | loss: 0.0311566 | val_loss: 0.0311552 | Time: 2059.59 ms
[2022-04-12 10:02:48 main:574] : INFO : Epoch 1772 | loss: 0.0311556 | val_loss: 0.0311549 | Time: 2067.16 ms
[2022-04-12 10:02:50 main:574] : INFO : Epoch 1773 | loss: 0.0311574 | val_loss: 0.0311621 | Time: 2075.78 ms
[2022-04-12 10:02:52 main:574] : INFO : Epoch 1774 | loss: 0.0311569 | val_loss: 0.0311549 | Time: 2044.38 ms
[2022-04-12 10:02:55 main:574] : INFO : Epoch 1775 | loss: 0.0311547 | val_loss: 0.0311555 | Time: 2070.89 ms
[2022-04-12 10:02:57 main:574] : INFO : Epoch 1776 | loss: 0.031155 | val_loss: 0.0311615 | Time: 2069.36 ms
[2022-04-12 10:02:59 main:574] : INFO : Epoch 1777 | loss: 0.0311548 | val_loss: 0.0311545 | Time: 2059.72 ms
[2022-04-12 10:03:01 main:574] : INFO : Epoch 1778 | loss: 0.0311551 | val_loss: 0.0311546 | Time: 2059.3 ms
[2022-04-12 10:03:03 main:574] : INFO : Epoch 1779 | loss: 0.0311536 | val_loss: 0.0311559 | Time: 2097.82 ms
[2022-04-12 10:03:05 main:574] : INFO : Epoch 1780 | loss: 0.0311546 | val_loss: 0.0311541 | Time: 2038.79 ms
[2022-04-12 10:03:07 main:574] : INFO : Epoch 1781 | loss: 0.0311536 | val_loss: 0.0311544 | Time: 2007.65 ms
[2022-04-12 10:03:09 main:574] : INFO : Epoch 1782 | loss: 0.0311535 | val_loss: 0.0311572 | Time: 2052.82 ms
[2022-04-12 10:03:11 main:574] : INFO : Epoch 1783 | loss: 0.0311537 | val_loss: 0.0311547 | Time: 2058.47 ms
[2022-04-12 10:03:14 main:574] : INFO : Epoch 1784 | loss: 0.0311516 | val_loss: 0.0311543 | Time: 2044.39 ms
[2022-04-12 10:03:16 main:574] : INFO : Epoch 1785 | loss: 0.0311511 | val_loss: 0.0311529 | Time: 2042.67 ms
[2022-04-12 10:03:18 main:574] : INFO : Epoch 1786 | loss: 0.0311513 | val_loss: 0.0311528 | Time: 2048.5 ms
[2022-04-12 10:03:20 main:574] : INFO : Epoch 1787 | loss: 0.0311512 | val_loss: 0.0311534 | Time: 2088.22 ms
[2022-04-12 10:03:22 main:574] : INFO : Epoch 1788 | loss: 0.031152 | val_loss: 0.0311524 | Time: 2090.09 ms
[2022-04-12 10:03:24 main:574] : INFO : Epoch 1789 | loss: 0.031151 | val_loss: 0.0311515 | Time: 2058.15 ms
[2022-04-12 10:03:26 main:574] : INFO : Epoch 1790 | loss: 0.0311506 | val_loss: 0.0311526 | Time: 2034.42 ms
[2022-04-12 10:03:28 main:574] : INFO : Epoch 1791 | loss: 0.0311528 | val_loss: 0.0311575 | Time: 2051.67 ms
[2022-04-12 10:03:30 main:574] : INFO : Epoch 1792 | loss: 0.0311542 | val_loss: 0.0311534 | Time: 2079.13 ms
[2022-04-12 10:03:33 main:574] : INFO : Epoch 1793 | loss: 0.0311552 | val_loss: 0.0311516 | Time: 2073.88 ms
[2022-04-12 10:03:35 main:574] : INFO : Epoch 1794 | loss: 0.0311535 | val_loss: 0.031153 | Time: 2070.41 ms
[2022-04-12 10:03:37 main:574] : INFO : Epoch 1795 | loss: 0.0311532 | val_loss: 0.0311545 | Time: 2080.48 ms
[2022-04-12 10:03:39 main:574] : INFO : Epoch 1796 | loss: 0.031152 | val_loss: 0.031154 | Time: 2056.33 ms
[2022-04-12 10:03:41 main:574] : INFO : Epoch 1797 | loss: 0.0311515 | val_loss: 0.0311544 | Time: 2101.77 ms
[2022-04-12 10:03:43 main:574] : INFO : Epoch 1798 | loss: 0.0311505 | val_loss: 0.0311521 | Time: 2072.91 ms
[2022-04-12 10:03:45 main:574] : INFO : Epoch 1799 | loss: 0.0311502 | val_loss: 0.0311513 | Time: 2040.47 ms
[2022-04-12 10:03:47 main:574] : INFO : Epoch 1800 | loss: 0.0311495 | val_loss: 0.0311509 | Time: 2036.02 ms
[2022-04-12 10:03:50 main:574] : INFO : Epoch 1801 | loss: 0.0311492 | val_loss: 0.0311514 | Time: 2082.8 ms
[2022-04-12 10:03:52 main:574] : INFO : Epoch 1802 | loss: 0.0311496 | val_loss: 0.031153 | Time: 2113.79 ms
[2022-04-12 10:03:54 main:574] : INFO : Epoch 1803 | loss: 0.0311494 | val_loss: 0.0311528 | Time: 2082.6 ms
[2022-04-12 10:03:56 main:574] : INFO : Epoch 1804 | loss: 0.0311499 | val_loss: 0.0311607 | Time: 2090.93 ms
[2022-04-12 10:03:58 main:574] : INFO : Epoch 1805 | loss: 0.0311506 | val_loss: 0.0311516 | Time: 2070.45 ms
[2022-04-12 10:04:00 main:574] : INFO : Epoch 1806 | loss: 0.0311492 | val_loss: 0.0311531 | Time: 2066.97 ms
[2022-04-12 10:04:02 main:574] : INFO : Epoch 1807 | loss: 0.03115 | val_loss: 0.031152 | Time: 2091.16 ms
[2022-04-12 10:04:05 main:574] : INFO : Epoch 1808 | loss: 0.0311486 | val_loss: 0.031152 | Time: 2101.18 ms
[2022-04-12 10:04:07 main:574] : INFO : Epoch 1809 | loss: 0.0311486 | val_loss: 0.0311521 | Time: 2081.51 ms
[2022-04-12 10:04:09 main:574] : INFO : Epoch 1810 | loss: 0.0311493 | val_loss: 0.0311519 | Time: 2081.64 ms
[2022-04-12 10:04:11 main:574] : INFO : Epoch 1811 | loss: 0.0311488 | val_loss: 0.0311517 | Time: 2099.55 ms
[2022-04-12 10:04:13 main:574] : INFO : Epoch 1812 | loss: 0.0311484 | val_loss: 0.0311513 | Time: 2092.14 ms
[2022-04-12 10:04:15 main:574] : INFO : Epoch 1813 | loss: 0.0311504 | val_loss: 0.0311543 | Time: 2088.2 ms
[2022-04-12 10:04:17 main:574] : INFO : Epoch 1814 | loss: 0.0311494 | val_loss: 0.0311516 | Time: 2075.65 ms
[2022-04-12 10:04:20 main:574] : INFO : Epoch 1815 | loss: 0.031151 | val_loss: 0.0311503 | Time: 2066.56 ms
[2022-04-12 10:04:22 main:574] : INFO : Epoch 1816 | loss: 0.0311488 | val_loss: 0.0311505 | Time: 2100.12 ms
[2022-04-12 10:04:24 main:574] : INFO : Epoch 1817 | loss: 0.0311481 | val_loss: 0.0311539 | Time: 2105.58 ms
[2022-04-12 10:04:26 main:574] : INFO : Epoch 1818 | loss: 0.0311486 | val_loss: 0.0311496 | Time: 2115.76 ms
[2022-04-12 10:04:28 main:574] : INFO : Epoch 1819 | loss: 0.0311485 | val_loss: 0.0311512 | Time: 2083.95 ms
[2022-04-12 10:04:30 main:574] : INFO : Epoch 1820 | loss: 0.0311489 | val_loss: 0.0311513 | Time: 2105.2 ms
[2022-04-12 10:04:33 main:574] : INFO : Epoch 1821 | loss: 0.0311481 | val_loss: 0.0311497 | Time: 2065.77 ms
[2022-04-12 10:04:35 main:574] : INFO : Epoch 1822 | loss: 0.0311472 | val_loss: 0.0311498 | Time: 2053.14 ms
[2022-04-12 10:04:37 main:574] : INFO : Epoch 1823 | loss: 0.0311469 | val_loss: 0.0311508 | Time: 2084.6 ms
[2022-04-12 10:04:39 main:574] : INFO : Epoch 1824 | loss: 0.0311469 | val_loss: 0.0311494 | Time: 2062.34 ms
[2022-04-12 10:04:41 main:574] : INFO : Epoch 1825 | loss: 0.0311475 | val_loss: 0.0311497 | Time: 2070.61 ms
[2022-04-12 10:04:43 main:574] : INFO : Epoch 1826 | loss: 0.0311465 | val_loss: 0.0311518 | Time: 2058.37 ms
[2022-04-12 10:04:45 main:574] : INFO : Epoch 1827 | loss: 0.0311468 | val_loss: 0.0311513 | Time: 2063.36 ms
[2022-04-12 10:04:47 main:574] : INFO : Epoch 1828 | loss: 0.0311474 | val_loss: 0.0311529 | Time: 2059.31 ms
[2022-04-12 10:04:50 main:574] : INFO : Epoch 1829 | loss: 0.0311466 | val_loss: 0.0311501 | Time: 2055.27 ms
[2022-04-12 10:04:52 main:574] : INFO : Epoch 1830 | loss: 0.0311459 | val_loss: 0.0311489 | Time: 2070.89 ms
[2022-04-12 10:04:54 main:574] : INFO : Epoch 1831 | loss: 0.0311461 | val_loss: 0.0311504 | Time: 2055.31 ms
[2022-04-12 10:04:56 main:574] : INFO : Epoch 1832 | loss: 0.0311479 | val_loss: 0.0311522 | Time: 2038.48 ms
[2022-04-12 10:04:58 main:574] : INFO : Epoch 1833 | loss: 0.0311479 | val_loss: 0.0311508 | Time: 2041.11 ms
[2022-04-12 10:05:00 main:574] : INFO : Epoch 1834 | loss: 0.0311479 | val_loss: 0.0311502 | Time: 2067.54 ms
[2022-04-12 10:05:02 main:574] : INFO : Epoch 1835 | loss: 0.0311472 | val_loss: 0.0311488 | Time: 2020.6 ms
[2022-04-12 10:05:04 main:574] : INFO : Epoch 1836 | loss: 0.0311486 | val_loss: 0.0311516 | Time: 2044.69 ms
[2022-04-12 10:05:06 main:574] : INFO : Epoch 1837 | loss: 0.0311499 | val_loss: 0.0311544 | Time: 2036.98 ms
[2022-04-12 10:05:09 main:574] : INFO : Epoch 1838 | loss: 0.0311498 | val_loss: 0.0311533 | Time: 2080.57 ms
[2022-04-12 10:05:11 main:574] : INFO : Epoch 1839 | loss: 0.0311471 | val_loss: 0.0311464 | Time: 2074.55 ms
[2022-04-12 10:05:13 main:574] : INFO : Epoch 1840 | loss: 0.0311445 | val_loss: 0.0311469 | Time: 2034.06 ms
[2022-04-12 10:05:15 main:574] : INFO : Epoch 1841 | loss: 0.0311439 | val_loss: 0.031148 | Time: 2040.13 ms
[2022-04-12 10:05:17 main:574] : INFO : Epoch 1842 | loss: 0.0311433 | val_loss: 0.0311482 | Time: 2059.01 ms
[2022-04-12 10:05:19 main:574] : INFO : Epoch 1843 | loss: 0.0311428 | val_loss: 0.0311469 | Time: 2034.11 ms
[2022-04-12 10:05:21 main:574] : INFO : Epoch 1844 | loss: 0.0311434 | val_loss: 0.031147 | Time: 2038.19 ms
[2022-04-12 10:05:23 main:574] : INFO : Epoch 1845 | loss: 0.0311427 | val_loss: 0.0311473 | Time: 2084.13 ms
[2022-04-12 10:05:25 main:574] : INFO : Epoch 1846 | loss: 0.0311417 | val_loss: 0.0311467 | Time: 2025.11 ms
[2022-04-12 10:05:27 main:574] : INFO : Epoch 1847 | loss: 0.0311423 | val_loss: 0.0311482 | Time: 2049.66 ms
[2022-04-12 10:05:30 main:574] : INFO : Epoch 1848 | loss: 0.0311416 | val_loss: 0.0311472 | Time: 2076.41 ms
[2022-04-12 10:05:32 main:574] : INFO : Epoch 1849 | loss: 0.0311412 | val_loss: 0.0311473 | Time: 2068.55 ms
[2022-04-12 10:05:34 main:574] : INFO : Epoch 1850 | loss: 0.0311409 | val_loss: 0.031151 | Time: 2062.41 ms
[2022-04-12 10:05:36 main:574] : INFO : Epoch 1851 | loss: 0.031143 | val_loss: 0.0311479 | Time: 2030.37 ms
[2022-04-12 10:05:38 main:574] : INFO : Epoch 1852 | loss: 0.031144 | val_loss: 0.0311474 | Time: 2072.72 ms
[2022-04-12 10:05:40 main:574] : INFO : Epoch 1853 | loss: 0.0311424 | val_loss: 0.0311475 | Time: 2045 ms
[2022-04-12 10:05:42 main:574] : INFO : Epoch 1854 | loss: 0.0311418 | val_loss: 0.0311497 | Time: 2064.6 ms
[2022-04-12 10:05:44 main:574] : INFO : Epoch 1855 | loss: 0.0311408 | val_loss: 0.0311472 | Time: 2043.92 ms
[2022-04-12 10:05:46 main:574] : INFO : Epoch 1856 | loss: 0.0311396 | val_loss: 0.0311463 | Time: 2100.25 ms
[2022-04-12 10:05:49 main:574] : INFO : Epoch 1857 | loss: 0.03114 | val_loss: 0.0311486 | Time: 2038.93 ms
[2022-04-12 10:05:51 main:574] : INFO : Epoch 1858 | loss: 0.0311407 | val_loss: 0.0311465 | Time: 2044.91 ms
[2022-04-12 10:05:53 main:574] : INFO : Epoch 1859 | loss: 0.0311394 | val_loss: 0.0311461 | Time: 2000.69 ms
[2022-04-12 10:05:55 main:574] : INFO : Epoch 1860 | loss: 0.0311394 | val_loss: 0.031148 | Time: 2052.68 ms
[2022-04-12 10:05:57 main:574] : INFO : Epoch 1861 | loss: 0.0311389 | val_loss: 0.0311452 | Time: 2084.83 ms
[2022-04-12 10:05:59 main:574] : INFO : Epoch 1862 | loss: 0.0311388 | val_loss: 0.0311454 | Time: 2087.74 ms
[2022-04-12 10:06:01 main:574] : INFO : Epoch 1863 | loss: 0.0311372 | val_loss: 0.031145 | Time: 2077.57 ms
[2022-04-12 10:06:03 main:574] : INFO : Epoch 1864 | loss: 0.0311386 | val_loss: 0.0311439 | Time: 2062.85 ms
[2022-04-12 10:06:05 main:574] : INFO : Epoch 1865 | loss: 0.03114 | val_loss: 0.0311465 | Time: 2065.47 ms
[2022-04-12 10:06:08 main:574] : INFO : Epoch 1866 | loss: 0.031137 | val_loss: 0.0311464 | Time: 2001.99 ms
[2022-04-12 10:06:10 main:574] : INFO : Epoch 1867 | loss: 0.0311371 | val_loss: 0.0311443 | Time: 2047.82 ms
[2022-04-12 10:06:12 main:574] : INFO : Epoch 1868 | loss: 0.0311359 | val_loss: 0.0311444 | Time: 2021.16 ms
[2022-04-12 10:06:14 main:574] : INFO : Epoch 1869 | loss: 0.0311366 | val_loss: 0.0311446 | Time: 2082.43 ms
[2022-04-12 10:06:16 main:574] : INFO : Epoch 1870 | loss: 0.0311398 | val_loss: 0.0311451 | Time: 2024.49 ms
[2022-04-12 10:06:18 main:574] : INFO : Epoch 1871 | loss: 0.0311389 | val_loss: 0.0311481 | Time: 2018.8 ms
[2022-04-12 10:06:20 main:574] : INFO : Epoch 1872 | loss: 0.0311403 | val_loss: 0.0311483 | Time: 2073.21 ms
[2022-04-12 10:06:22 main:574] : INFO : Epoch 1873 | loss: 0.0311369 | val_loss: 0.0311459 | Time: 2057.94 ms
[2022-04-12 10:06:24 main:574] : INFO : Epoch 1874 | loss: 0.0311365 | val_loss: 0.0311439 | Time: 2040.29 ms
[2022-04-12 10:06:26 main:574] : INFO : Epoch 1875 | loss: 0.0311366 | val_loss: 0.0311439 | Time: 2043.08 ms
[2022-04-12 10:06:29 main:574] : INFO : Epoch 1876 | loss: 0.0311361 | val_loss: 0.0311466 | Time: 2095.5 ms
[2022-04-12 10:06:31 main:574] : INFO : Epoch 1877 | loss: 0.031136 | val_loss: 0.0311441 | Time: 2064.39 ms
[2022-04-12 10:06:33 main:574] : INFO : Epoch 1878 | loss: 0.0311414 | val_loss: 0.031146 | Time: 2047.24 ms
[2022-04-12 10:06:35 main:574] : INFO : Epoch 1879 | loss: 0.0311424 | val_loss: 0.0311466 | Time: 2015.1 ms
[2022-04-12 10:06:37 main:574] : INFO : Epoch 1880 | loss: 0.0311419 | val_loss: 0.0311478 | Time: 2062.08 ms
[2022-04-12 10:06:39 main:574] : INFO : Epoch 1881 | loss: 0.0311393 | val_loss: 0.0311421 | Time: 2073.39 ms
[2022-04-12 10:06:41 main:574] : INFO : Epoch 1882 | loss: 0.0311393 | val_loss: 0.0311426 | Time: 2064.86 ms
[2022-04-12 10:06:43 main:574] : INFO : Epoch 1883 | loss: 0.0311391 | val_loss: 0.0311422 | Time: 2068.09 ms
[2022-04-12 10:06:45 main:574] : INFO : Epoch 1884 | loss: 0.0311389 | val_loss: 0.0311411 | Time: 2027.16 ms
[2022-04-12 10:06:48 main:574] : INFO : Epoch 1885 | loss: 0.0311355 | val_loss: 0.0311422 | Time: 2088.13 ms
[2022-04-12 10:06:50 main:574] : INFO : Epoch 1886 | loss: 0.031142 | val_loss: 0.0311454 | Time: 2042.23 ms
[2022-04-12 10:06:52 main:574] : INFO : Epoch 1887 | loss: 0.0311473 | val_loss: 0.0311418 | Time: 2027.68 ms
[2022-04-12 10:06:54 main:574] : INFO : Epoch 1888 | loss: 0.03114 | val_loss: 0.0311397 | Time: 2126.22 ms
[2022-04-12 10:06:56 main:574] : INFO : Epoch 1889 | loss: 0.031137 | val_loss: 0.0311416 | Time: 2092.27 ms
[2022-04-12 10:06:58 main:574] : INFO : Epoch 1890 | loss: 0.0311371 | val_loss: 0.0311415 | Time: 2093.87 ms
[2022-04-12 10:07:00 main:574] : INFO : Epoch 1891 | loss: 0.031135 | val_loss: 0.03114 | Time: 2105.85 ms
[2022-04-12 10:07:02 main:574] : INFO : Epoch 1892 | loss: 0.0311348 | val_loss: 0.0311438 | Time: 2104.33 ms
[2022-04-12 10:07:05 main:574] : INFO : Epoch 1893 | loss: 0.0311347 | val_loss: 0.0311434 | Time: 2080.81 ms
[2022-04-12 10:07:07 main:574] : INFO : Epoch 1894 | loss: 0.0311318 | val_loss: 0.0311386 | Time: 2097.9 ms
[2022-04-12 10:07:09 main:574] : INFO : Epoch 1895 | loss: 0.0311315 | val_loss: 0.0311376 | Time: 2052.82 ms
[2022-04-12 10:07:11 main:574] : INFO : Epoch 1896 | loss: 0.0311309 | val_loss: 0.0311373 | Time: 2047.78 ms
[2022-04-12 10:07:13 main:574] : INFO : Epoch 1897 | loss: 0.0311304 | val_loss: 0.0311391 | Time: 2080.09 ms
[2022-04-12 10:07:15 main:574] : INFO : Epoch 1898 | loss: 0.0311328 | val_loss: 0.0311388 | Time: 2077.09 ms
[2022-04-12 10:07:17 main:574] : INFO : Epoch 1899 | loss: 0.0311315 | val_loss: 0.0311365 | Time: 2084.76 ms
[2022-04-12 10:07:19 main:574] : INFO : Epoch 1900 | loss: 0.0311298 | val_loss: 0.0311379 | Time: 2060.09 ms
[2022-04-12 10:07:22 main:574] : INFO : Epoch 1901 | loss: 0.0311288 | val_loss: 0.0311389 | Time: 2094.75 ms
[2022-04-12 10:07:24 main:574] : INFO : Epoch 1902 | loss: 0.0311285 | val_loss: 0.0311373 | Time: 2093.13 ms
[2022-04-12 10:07:26 main:574] : INFO : Epoch 1903 | loss: 0.0311291 | val_loss: 0.0311364 | Time: 2084.01 ms
[2022-04-12 10:07:28 main:574] : INFO : Epoch 1904 | loss: 0.031128 | val_loss: 0.0311364 | Time: 2040.29 ms
[2022-04-12 10:07:30 main:574] : INFO : Epoch 1905 | loss: 0.0311281 | val_loss: 0.0311358 | Time: 2041.17 ms
[2022-04-12 10:07:32 main:574] : INFO : Epoch 1906 | loss: 0.0311289 | val_loss: 0.031143 | Time: 2071.85 ms
[2022-04-12 10:07:34 main:574] : INFO : Epoch 1907 | loss: 0.0311295 | val_loss: 0.0311445 | Time: 2093.98 ms
[2022-04-12 10:07:36 main:574] : INFO : Epoch 1908 | loss: 0.0311279 | val_loss: 0.031137 | Time: 2089.02 ms
[2022-04-12 10:07:39 main:574] : INFO : Epoch 1909 | loss: 0.0311281 | val_loss: 0.0311401 | Time: 2058.71 ms
[2022-04-12 10:07:41 main:574] : INFO : Epoch 1910 | loss: 0.031128 | val_loss: 0.0311346 | Time: 2054.63 ms
[2022-04-12 10:07:43 main:574] : INFO : Epoch 1911 | loss: 0.0311263 | val_loss: 0.0311369 | Time: 2057.15 ms
[2022-04-12 10:07:45 main:574] : INFO : Epoch 1912 | loss: 0.0311269 | val_loss: 0.0311403 | Time: 2057.45 ms
[2022-04-12 10:07:47 main:574] : INFO : Epoch 1913 | loss: 0.031128 | val_loss: 0.0311371 | Time: 2086.2 ms
[2022-04-12 10:07:49 main:574] : INFO : Epoch 1914 | loss: 0.0311348 | val_loss: 0.031141 | Time: 2108.33 ms
[2022-04-12 10:07:51 main:574] : INFO : Epoch 1915 | loss: 0.0311331 | val_loss: 0.0311345 | Time: 2048.86 ms
[2022-04-12 10:07:53 main:574] : INFO : Epoch 1916 | loss: 0.0311303 | val_loss: 0.0311341 | Time: 2087.18 ms
[2022-04-12 10:07:56 main:574] : INFO : Epoch 1917 | loss: 0.0311293 | val_loss: 0.031136 | Time: 2094.25 ms
[2022-04-12 10:07:58 main:574] : INFO : Epoch 1918 | loss: 0.0311292 | val_loss: 0.0311344 | Time: 2057.9 ms
[2022-04-12 10:08:00 main:574] : INFO : Epoch 1919 | loss: 0.0311268 | val_loss: 0.0311338 | Time: 2063.24 ms
[2022-04-12 10:08:02 main:574] : INFO : Epoch 1920 | loss: 0.0311264 | val_loss: 0.0311327 | Time: 2088.49 ms
[2022-04-12 10:08:04 main:574] : INFO : Epoch 1921 | loss: 0.0311241 | val_loss: 0.0311323 | Time: 2123.6 ms
[2022-04-12 10:08:06 main:574] : INFO : Epoch 1922 | loss: 0.0311244 | val_loss: 0.0311349 | Time: 2086.91 ms
[2022-04-12 10:08:08 main:574] : INFO : Epoch 1923 | loss: 0.0311249 | val_loss: 0.031132 | Time: 2030.23 ms
[2022-04-12 10:08:10 main:574] : INFO : Epoch 1924 | loss: 0.0311259 | val_loss: 0.0311329 | Time: 2027.16 ms
[2022-04-12 10:08:12 main:574] : INFO : Epoch 1925 | loss: 0.031124 | val_loss: 0.0311355 | Time: 2062.51 ms
[2022-04-12 10:08:15 main:574] : INFO : Epoch 1926 | loss: 0.0311265 | val_loss: 0.0311345 | Time: 2046.86 ms
[2022-04-12 10:08:17 main:574] : INFO : Epoch 1927 | loss: 0.0311261 | val_loss: 0.0311292 | Time: 2083.14 ms
[2022-04-12 10:08:19 main:574] : INFO : Epoch 1928 | loss: 0.0311238 | val_loss: 0.0311291 | Time: 2116.68 ms
[2022-04-12 10:08:21 main:574] : INFO : Epoch 1929 | loss: 0.0311222 | val_loss: 0.0311307 | Time: 2087.15 ms
[2022-04-12 10:08:23 main:574] : INFO : Epoch 1930 | loss: 0.0311244 | val_loss: 0.0311302 | Time: 2093.36 ms
[2022-04-12 10:08:25 main:574] : INFO : Epoch 1931 | loss: 0.0311304 | val_loss: 0.0311481 | Time: 2067.2 ms
[2022-04-12 10:08:27 main:574] : INFO : Epoch 1932 | loss: 0.0311493 | val_loss: 0.0311539 | Time: 2100.4 ms
[2022-04-12 10:08:30 main:574] : INFO : Epoch 1933 | loss: 0.0311489 | val_loss: 0.0311516 | Time: 2094.86 ms
[2022-04-12 10:08:32 main:574] : INFO : Epoch 1934 | loss: 0.0311456 | val_loss: 0.0311517 | Time: 2125.88 ms
[2022-04-12 10:08:34 main:574] : INFO : Epoch 1935 | loss: 0.0311435 | val_loss: 0.0311541 | Time: 2105.16 ms
[2022-04-12 10:08:36 main:574] : INFO : Epoch 1936 | loss: 0.0311423 | val_loss: 0.0311492 | Time: 2116.38 ms
[2022-04-12 10:08:38 main:574] : INFO : Epoch 1937 | loss: 0.0311404 | val_loss: 0.0311478 | Time: 2090.63 ms
[2022-04-12 10:08:40 main:574] : INFO : Epoch 1938 | loss: 0.031139 | val_loss: 0.031147 | Time: 2102.1 ms
[2022-04-12 10:08:42 main:574] : INFO : Epoch 1939 | loss: 0.0311391 | val_loss: 0.031147 | Time: 2079.64 ms
[2022-04-12 10:08:45 main:574] : INFO : Epoch 1940 | loss: 0.0311395 | val_loss: 0.0311478 | Time: 2072 ms
[2022-04-12 10:08:47 main:574] : INFO : Epoch 1941 | loss: 0.031138 | val_loss: 0.0311465 | Time: 2112.09 ms
[2022-04-12 10:08:49 main:574] : INFO : Epoch 1942 | loss: 0.0311374 | val_loss: 0.0311431 | Time: 2117.04 ms
[2022-04-12 10:08:51 main:574] : INFO : Epoch 1943 | loss: 0.0311366 | val_loss: 0.0311438 | Time: 2121.95 ms
[2022-04-12 10:08:54 main:574] : INFO : Epoch 1944 | loss: 0.0311378 | val_loss: 0.0311464 | Time: 2106.43 ms
[2022-04-12 10:08:56 main:574] : INFO : Epoch 1945 | loss: 0.0311385 | val_loss: 0.0311405 | Time: 2082.28 ms
[2022-04-12 10:08:58 main:574] : INFO : Epoch 1946 | loss: 0.0311367 | val_loss: 0.0311409 | Time: 2054.13 ms
[2022-04-12 10:09:00 main:574] : INFO : Epoch 1947 | loss: 0.0311364 | val_loss: 0.0311417 | Time: 2025.4 ms
[2022-04-12 10:09:02 main:574] : INFO : Epoch 1948 | loss: 0.031136 | val_loss: 0.0311459 | Time: 2044.91 ms
[2022-04-12 10:09:04 main:574] : INFO : Epoch 1949 | loss: 0.0311358 | val_loss: 0.0311413 | Time: 2047.46 ms
[2022-04-12 10:09:06 main:574] : INFO : Epoch 1950 | loss: 0.0311331 | val_loss: 0.031138 | Time: 2034.88 ms
[2022-04-12 10:09:08 main:574] : INFO : Epoch 1951 | loss: 0.0311304 | val_loss: 0.0311399 | Time: 2072.48 ms
[2022-04-12 10:09:10 main:574] : INFO : Epoch 1952 | loss: 0.0311301 | val_loss: 0.0311386 | Time: 2099.12 ms
[2022-04-12 10:09:12 main:574] : INFO : Epoch 1953 | loss: 0.0311288 | val_loss: 0.0311382 | Time: 2019.14 ms
[2022-04-12 10:09:15 main:574] : INFO : Epoch 1954 | loss: 0.031129 | val_loss: 0.0311401 | Time: 2058.22 ms
[2022-04-12 10:09:17 main:574] : INFO : Epoch 1955 | loss: 0.0311298 | val_loss: 0.0311421 | Time: 2042.68 ms
[2022-04-12 10:09:19 main:574] : INFO : Epoch 1956 | loss: 0.0311323 | val_loss: 0.0311425 | Time: 2057.43 ms
[2022-04-12 10:09:21 main:574] : INFO : Epoch 1957 | loss: 0.0311312 | val_loss: 0.0311397 | Time: 2059.8 ms
[2022-04-12 10:09:23 main:574] : INFO : Epoch 1958 | loss: 0.0311287 | val_loss: 0.0311419 | Time: 2059.46 ms
[2022-04-12 10:09:25 main:574] : INFO : Epoch 1959 | loss: 0.0311306 | val_loss: 0.031138 | Time: 2081.94 ms
[2022-04-12 10:09:27 main:574] : INFO : Epoch 1960 | loss: 0.0311277 | val_loss: 0.0311377 | Time: 2076.94 ms
[2022-04-12 10:09:29 main:574] : INFO : Epoch 1961 | loss: 0.0311266 | val_loss: 0.0311361 | Time: 2048.76 ms
[2022-04-12 10:09:32 main:574] : INFO : Epoch 1962 | loss: 0.031128 | val_loss: 0.0311359 | Time: 2101.86 ms
[2022-04-12 10:09:34 main:574] : INFO : Epoch 1963 | loss: 0.0311275 | val_loss: 0.0311357 | Time: 2065.04 ms
[2022-04-12 10:09:36 main:574] : INFO : Epoch 1964 | loss: 0.0311261 | val_loss: 0.0311367 | Time: 2077.59 ms
[2022-04-12 10:09:38 main:574] : INFO : Epoch 1965 | loss: 0.0311289 | val_loss: 0.0311368 | Time: 2085.81 ms
[2022-04-12 10:09:40 main:574] : INFO : Epoch 1966 | loss: 0.0311281 | val_loss: 0.0311367 | Time: 2087.45 ms
[2022-04-12 10:09:42 main:574] : INFO : Epoch 1967 | loss: 0.0311249 | val_loss: 0.0311377 | Time: 2079.96 ms
[2022-04-12 10:09:45 main:574] : INFO : Epoch 1968 | loss: 0.0311257 | val_loss: 0.0311352 | Time: 2106.19 ms
[2022-04-12 10:09:47 main:574] : INFO : Epoch 1969 | loss: 0.0311251 | val_loss: 0.0311332 | Time: 2053.02 ms
[2022-04-12 10:09:49 main:574] : INFO : Epoch 1970 | loss: 0.0311259 | val_loss: 0.0311341 | Time: 2032.62 ms
[2022-04-12 10:09:51 main:574] : INFO : Epoch 1971 | loss: 0.0311255 | val_loss: 0.0311334 | Time: 2034.22 ms
[2022-04-12 10:09:53 main:574] : INFO : Epoch 1972 | loss: 0.0311238 | val_loss: 0.0311358 | Time: 2030.06 ms
[2022-04-12 10:09:55 main:574] : INFO : Epoch 1973 | loss: 0.0311246 | val_loss: 0.031135 | Time: 2058.67 ms
[2022-04-12 10:09:57 main:574] : INFO : Epoch 1974 | loss: 0.0311225 | val_loss: 0.0311329 | Time: 2088.1 ms
[2022-04-12 10:09:59 main:574] : INFO : Epoch 1975 | loss: 0.0311221 | val_loss: 0.031134 | Time: 2069.4 ms
[2022-04-12 10:10:02 main:574] : INFO : Epoch 1976 | loss: 0.0311216 | val_loss: 0.031134 | Time: 2073.6 ms
[2022-04-12 10:10:04 main:574] : INFO : Epoch 1977 | loss: 0.0311212 | val_loss: 0.0311357 | Time: 2088.42 ms
[2022-04-12 10:10:06 main:574] : INFO : Epoch 1978 | loss: 0.0311222 | val_loss: 0.0311359 | Time: 2039.24 ms
[2022-04-12 10:10:08 main:574] : INFO : Epoch 1979 | loss: 0.0311221 | val_loss: 0.0311352 | Time: 2081.81 ms
[2022-04-12 10:10:10 main:574] : INFO : Epoch 1980 | loss: 0.031125 | val_loss: 0.0311399 | Time: 2062.71 ms
[2022-04-12 10:10:12 main:574] : INFO : Epoch 1981 | loss: 0.0311252 | val_loss: 0.0311371 | Time: 2025.7 ms
[2022-04-12 10:10:14 main:574] : INFO : Epoch 1982 | loss: 0.0311271 | val_loss: 0.0311352 | Time: 2069.79 ms
[2022-04-12 10:10:16 main:574] : INFO : Epoch 1983 | loss: 0.0311289 | val_loss: 0.0311336 | Time: 2115.11 ms
[2022-04-12 10:10:19 main:574] : INFO : Epoch 1984 | loss: 0.0311257 | val_loss: 0.0311336 | Time: 2061.56 ms
[2022-04-12 10:10:21 main:574] : INFO : Epoch 1985 | loss: 0.0311251 | val_loss: 0.031136 | Time: 2058.16 ms
[2022-04-12 10:10:23 main:574] : INFO : Epoch 1986 | loss: 0.0311245 | val_loss: 0.0311335 | Time: 2055.42 ms
[2022-04-12 10:10:25 main:574] : INFO : Epoch 1987 | loss: 0.0311248 | val_loss: 0.0311333 | Time: 2083.79 ms
[2022-04-12 10:10:27 main:574] : INFO : Epoch 1988 | loss: 0.0311223 | val_loss: 0.0311335 | Time: 2146.46 ms
[2022-04-12 10:10:29 main:574] : INFO : Epoch 1989 | loss: 0.0311296 | val_loss: 0.031136 | Time: 2096.4 ms
[2022-04-12 10:10:31 main:574] : INFO : Epoch 1990 | loss: 0.0311277 | val_loss: 0.0311304 | Time: 2080.86 ms
[2022-04-12 10:10:34 main:574] : INFO : Epoch 1991 | loss: 0.0311254 | val_loss: 0.0311328 | Time: 2052.56 ms
[2022-04-12 10:10:36 main:574] : INFO : Epoch 1992 | loss: 0.031126 | val_loss: 0.0311342 | Time: 2057.4 ms
[2022-04-12 10:10:38 main:574] : INFO : Epoch 1993 | loss: 0.0311256 | val_loss: 0.0311322 | Time: 2039.05 ms
[2022-04-12 10:10:40 main:574] : INFO : Epoch 1994 | loss: 0.0311259 | val_loss: 0.0311354 | Time: 2059.75 ms
[2022-04-12 10:10:42 main:574] : INFO : Epoch 1995 | loss: 0.0311268 | val_loss: 0.0311367 | Time: 2081.56 ms
[2022-04-12 10:10:44 main:574] : INFO : Epoch 1996 | loss: 0.0311281 | val_loss: 0.0311372 | Time: 2043.31 ms
[2022-04-12 10:10:46 main:574] : INFO : Epoch 1997 | loss: 0.0311293 | val_loss: 0.0311367 | Time: 2034.37 ms
[2022-04-12 10:10:48 main:574] : INFO : Epoch 1998 | loss: 0.0312112 | val_loss: 0.0337162 | Time: 2049.13 ms
[2022-04-12 10:10:50 main:574] : INFO : Epoch 1999 | loss: 0.0350888 | val_loss: 0.0340617 | Time: 2008.24 ms
[2022-04-12 10:10:52 main:574] : INFO : Epoch 2000 | loss: 0.0339646 | val_loss: 0.0314423 | Time: 2039.18 ms
[2022-04-12 10:10:54 main:574] : INFO : Epoch 2001 | loss: 0.0314396 | val_loss: 0.0312943 | Time: 2052.65 ms
[2022-04-12 10:10:57 main:574] : INFO : Epoch 2002 | loss: 0.0312623 | val_loss: 0.031226 | Time: 2040.4 ms
[2022-04-12 10:10:59 main:574] : INFO : Epoch 2003 | loss: 0.0312061 | val_loss: 0.0311848 | Time: 2048.78 ms
[2022-04-12 10:11:01 main:574] : INFO : Epoch 2004 | loss: 0.0311753 | val_loss: 0.0311606 | Time: 2054.92 ms
[2022-04-12 10:11:03 main:574] : INFO : Epoch 2005 | loss: 0.0311589 | val_loss: 0.0311513 | Time: 2040.48 ms
[2022-04-12 10:11:05 main:574] : INFO : Epoch 2006 | loss: 0.0311544 | val_loss: 0.0311501 | Time: 2096.2 ms
[2022-04-12 10:11:07 main:574] : INFO : Epoch 2007 | loss: 0.0311532 | val_loss: 0.0311502 | Time: 2091.36 ms
[2022-04-12 10:11:09 main:574] : INFO : Epoch 2008 | loss: 0.0311523 | val_loss: 0.0311502 | Time: 2074.49 ms
[2022-04-12 10:11:11 main:574] : INFO : Epoch 2009 | loss: 0.0311515 | val_loss: 0.0311482 | Time: 2070 ms
[2022-04-12 10:11:13 main:574] : INFO : Epoch 2010 | loss: 0.0311512 | val_loss: 0.03115 | Time: 2044.36 ms
[2022-04-12 10:11:16 main:574] : INFO : Epoch 2011 | loss: 0.0311505 | val_loss: 0.0311472 | Time: 2078.45 ms
[2022-04-12 10:11:18 main:574] : INFO : Epoch 2012 | loss: 0.0311482 | val_loss: 0.0311456 | Time: 2065.61 ms
[2022-04-12 10:11:20 main:574] : INFO : Epoch 2013 | loss: 0.031146 | val_loss: 0.0311432 | Time: 2076.56 ms
[2022-04-12 10:11:22 main:574] : INFO : Epoch 2014 | loss: 0.0311429 | val_loss: 0.0311405 | Time: 2070.88 ms
[2022-04-12 10:11:24 main:574] : INFO : Epoch 2015 | loss: 0.0311391 | val_loss: 0.0311393 | Time: 2083.94 ms
[2022-04-12 10:11:26 main:574] : INFO : Epoch 2016 | loss: 0.0311365 | val_loss: 0.031138 | Time: 2038.55 ms
[2022-04-12 10:11:28 main:574] : INFO : Epoch 2017 | loss: 0.0311358 | val_loss: 0.0311372 | Time: 2065.63 ms
[2022-04-12 10:11:30 main:574] : INFO : Epoch 2018 | loss: 0.0311337 | val_loss: 0.0311364 | Time: 2025.77 ms
[2022-04-12 10:11:33 main:574] : INFO : Epoch 2019 | loss: 0.0311331 | val_loss: 0.031137 | Time: 2073.76 ms
[2022-04-12 10:11:35 main:574] : INFO : Epoch 2020 | loss: 0.031132 | val_loss: 0.0311384 | Time: 2089.34 ms
[2022-04-12 10:11:37 main:574] : INFO : Epoch 2021 | loss: 0.0311313 | val_loss: 0.0311369 | Time: 2056 ms
[2022-04-12 10:11:39 main:574] : INFO : Epoch 2022 | loss: 0.0311307 | val_loss: 0.0311372 | Time: 2054.49 ms
[2022-04-12 10:11:41 main:574] : INFO : Epoch 2023 | loss: 0.0311303 | val_loss: 0.0311382 | Time: 2049.08 ms
[2022-04-12 10:11:43 main:574] : INFO : Epoch 2024 | loss: 0.0311291 | val_loss: 0.031136 | Time: 2041.13 ms
[2022-04-12 10:11:45 main:574] : INFO : Epoch 2025 | loss: 0.0311282 | val_loss: 0.0311402 | Time: 2075.1 ms
[2022-04-12 10:11:47 main:574] : INFO : Epoch 2026 | loss: 0.0311298 | val_loss: 0.0311357 | Time: 2071.68 ms
[2022-04-12 10:11:49 main:574] : INFO : Epoch 2027 | loss: 0.0311313 | val_loss: 0.0311383 | Time: 2054.2 ms
[2022-04-12 10:11:51 main:574] : INFO : Epoch 2028 | loss: 0.0311307 | val_loss: 0.0311347 | Time: 2042.47 ms
[2022-04-12 10:11:54 main:574] : INFO : Epoch 2029 | loss: 0.0311289 | val_loss: 0.0311337 | Time: 2079.18 ms
[2022-04-12 10:11:56 main:574] : INFO : Epoch 2030 | loss: 0.0311282 | val_loss: 0.0311349 | Time: 2044.95 ms
[2022-04-12 10:11:58 main:574] : INFO : Epoch 2031 | loss: 0.0311274 | val_loss: 0.0311338 | Time: 2076.52 ms
[2022-04-12 10:12:00 main:574] : INFO : Epoch 2032 | loss: 0.0311295 | val_loss: 0.0311411 | Time: 2078.55 ms
[2022-04-12 10:12:02 main:574] : INFO : Epoch 2033 | loss: 0.0311294 | val_loss: 0.0311374 | Time: 2045.06 ms
[2022-04-12 10:12:04 main:574] : INFO : Epoch 2034 | loss: 0.0311285 | val_loss: 0.0311327 | Time: 2052.49 ms
[2022-04-12 10:12:06 main:574] : INFO : Epoch 2035 | loss: 0.0311266 | val_loss: 0.0311356 | Time: 2059.46 ms
[2022-04-12 10:12:08 main:574] : INFO : Epoch 2036 | loss: 0.0311279 | val_loss: 0.0311354 | Time: 2030.14 ms
[2022-04-12 10:12:10 main:574] : INFO : Epoch 2037 | loss: 0.0311271 | val_loss: 0.0311389 | Time: 2048.97 ms
[2022-04-12 10:12:12 main:574] : INFO : Epoch 2038 | loss: 0.031125 | val_loss: 0.0311361 | Time: 2024.18 ms
[2022-04-12 10:12:15 main:574] : INFO : Epoch 2039 | loss: 0.0311248 | val_loss: 0.0311369 | Time: 2042.13 ms
[2022-04-12 10:12:17 main:574] : INFO : Epoch 2040 | loss: 0.0311247 | val_loss: 0.0311392 | Time: 2013.67 ms
[2022-04-12 10:12:19 main:574] : INFO : Epoch 2041 | loss: 0.0311233 | val_loss: 0.0311385 | Time: 2035.41 ms
[2022-04-12 10:12:21 main:574] : INFO : Epoch 2042 | loss: 0.0311241 | val_loss: 0.0311375 | Time: 1823.03 ms
[2022-04-12 10:12:23 main:574] : INFO : Epoch 2043 | loss: 0.0311249 | val_loss: 0.0311381 | Time: 1695.03 ms
[2022-04-12 10:12:24 main:574] : INFO : Epoch 2044 | loss: 0.0311237 | val_loss: 0.031137 | Time: 1675.91 ms
[2022-04-12 10:12:26 main:574] : INFO : Epoch 2045 | loss: 0.0311228 | val_loss: 0.0311362 | Time: 1653.58 ms
[2022-04-12 10:12:28 main:574] : INFO : Epoch 2046 | loss: 0.0311244 | val_loss: 0.031146 | Time: 1729.47 ms
[2022-04-12 10:12:30 main:574] : INFO : Epoch 2047 | loss: 0.0311265 | val_loss: 0.0311385 | Time: 1766.56 ms
[2022-04-12 10:12:31 main:574] : INFO : Epoch 2048 | loss: 0.0311237 | val_loss: 0.0311394 | Time: 1649.08 ms
[2022-04-12 10:12:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311394
[2022-04-12 10:12:31 main:603] : INFO : Saving end state to config to file
[2022-04-12 10:12:31 main:608] : INFO : Success, exiting..
10:12:31 (7436): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)