Task 14596235
| Name | ParityModified-1647048317-5214-3-0_0 |
| Workunit | 11617952 |
| Created | 10 Apr 2022, 22:50:35 UTC |
| Sent | 10 Apr 2022, 23:43:44 UTC |
| Report deadline | 18 Apr 2022, 23:43:44 UTC |
| Received | 11 Apr 2022, 16:55:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 11 min 12 sec |
| CPU time | 1 hours 11 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 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: 0.0312083 | val_loss: 0.0312115 | Time: 2250.45 ms
[2022-04-11 11:37:19 main:574] : INFO : Epoch 1543 | loss: 0.0312054 | val_loss: 0.0312134 | Time: 2257.32 ms
[2022-04-11 11:37:21 main:574] : INFO : Epoch 1544 | loss: 0.0312053 | val_loss: 0.0312126 | Time: 2193.25 ms
[2022-04-11 11:37:23 main:574] : INFO : Epoch 1545 | loss: 0.0312051 | val_loss: 0.0312117 | Time: 2302.36 ms
[2022-04-11 11:37:25 main:574] : INFO : Epoch 1546 | loss: 0.0312115 | val_loss: 0.0312238 | Time: 2136.96 ms
[2022-04-11 11:37:27 main:574] : INFO : Epoch 1547 | loss: 0.0312086 | val_loss: 0.031212 | Time: 2199.54 ms
[2022-04-11 11:37:30 main:574] : INFO : Epoch 1548 | loss: 0.0312083 | val_loss: 0.0312158 | Time: 2108.46 ms
[2022-04-11 11:37:32 main:574] : INFO : Epoch 1549 | loss: 0.0312061 | val_loss: 0.0312134 | Time: 2316.98 ms
[2022-04-11 11:37:34 main:574] : INFO : Epoch 1550 | loss: 0.0312052 | val_loss: 0.031211 | Time: 2266.24 ms
[2022-04-11 11:37:36 main:574] : INFO : Epoch 1551 | loss: 0.031205 | val_loss: 0.0312169 | Time: 2088.01 ms
[2022-04-11 11:37:39 main:574] : INFO : Epoch 1552 | loss: 0.031208 | val_loss: 0.0312109 | Time: 2357.23 ms
[2022-04-11 11:37:41 main:574] : INFO : Epoch 1553 | loss: 0.0312048 | val_loss: 0.0312105 | Time: 2247.08 ms
[2022-04-11 11:37:43 main:574] : INFO : Epoch 1554 | loss: 0.0312046 | val_loss: 0.0312119 | Time: 2232.73 ms
[2022-04-11 11:37:45 main:574] : INFO : Epoch 1555 | loss: 0.0312056 | val_loss: 0.031211 | Time: 2224.45 ms
[2022-04-11 11:37:48 main:574] : INFO : Epoch 1556 | loss: 0.0312061 | val_loss: 0.0312139 | Time: 2323.44 ms
[2022-04-11 11:37:50 main:574] : INFO : Epoch 1557 | loss: 0.031206 | val_loss: 0.0312125 | Time: 2174.72 ms
[2022-04-11 11:37:52 main:574] : INFO : Epoch 1558 | loss: 0.0312063 | val_loss: 0.0312115 | Time: 2231 ms
[2022-04-11 11:37:54 main:574] : INFO : Epoch 1559 | loss: 0.0312044 | val_loss: 0.0312112 | Time: 2164.78 ms
[2022-04-11 11:37:56 main:574] : INFO : Epoch 1560 | loss: 0.0312041 | val_loss: 0.0312113 | Time: 2124.58 ms
[2022-04-11 11:37:59 main:574] : INFO : Epoch 1561 | loss: 0.0312057 | val_loss: 0.0312173 | Time: 2128.03 ms
[2022-04-11 11:38:01 main:574] : INFO : Epoch 1562 | loss: 0.0312066 | val_loss: 0.0312123 | Time: 2102.38 ms
[2022-04-11 11:38:03 main:574] : INFO : Epoch 1563 | loss: 0.031207 | val_loss: 0.0312146 | Time: 2088.73 ms
[2022-04-11 11:38:05 main:574] : INFO : Epoch 1564 | loss: 0.0312065 | val_loss: 0.0312116 | Time: 2144.9 ms
[2022-04-11 11:38:07 main:574] : INFO : Epoch 1565 | loss: 0.0312082 | val_loss: 0.0312278 | Time: 2222.71 ms
[2022-04-11 11:38:09 main:574] : INFO : Epoch 1566 | loss: 0.0312108 | val_loss: 0.0312142 | Time: 2091.64 ms
[2022-04-11 11:38:11 main:574] : INFO : Epoch 1567 | loss: 0.0312052 | val_loss: 0.0312118 | Time: 2055.78 ms
[2022-04-11 11:38:13 main:574] : INFO : Epoch 1568 | loss: 0.0312044 | val_loss: 0.0312115 | Time: 2055.49 ms
[2022-04-11 11:38:15 main:574] : INFO : Epoch 1569 | loss: 0.0312054 | val_loss: 0.0312133 | Time: 2094.38 ms
[2022-04-11 11:38:17 main:574] : INFO : Epoch 1570 | loss: 0.0312093 | val_loss: 0.0312148 | Time: 2023.36 ms
[2022-04-11 11:38:20 main:574] : INFO : Epoch 1571 | loss: 0.0312075 | val_loss: 0.0312142 | Time: 2116.14 ms
[2022-04-11 11:38:22 main:574] : INFO : Epoch 1572 | loss: 0.0312065 | val_loss: 0.0312147 | Time: 2113.04 ms
[2022-04-11 11:38:24 main:574] : INFO : Epoch 1573 | loss: 0.0312064 | val_loss: 0.0312129 | Time: 2075.79 ms
[2022-04-11 11:38:26 main:574] : INFO : Epoch 1574 | loss: 0.031206 | val_loss: 0.0312109 | Time: 2042.83 ms
[2022-04-11 11:38:28 main:574] : INFO : Epoch 1575 | loss: 0.0312066 | val_loss: 0.0312134 | Time: 1983.78 ms
[2022-04-11 11:38:30 main:574] : INFO : Epoch 1576 | loss: 0.0312072 | val_loss: 0.0312107 | Time: 2056.01 ms
[2022-04-11 11:38:32 main:574] : INFO : Epoch 1577 | loss: 0.0312073 | val_loss: 0.0312185 | Time: 2023.03 ms
[2022-04-11 11:38:34 main:574] : INFO : Epoch 1578 | loss: 0.0312082 | val_loss: 0.0312168 | Time: 2056.63 ms
[2022-04-11 11:38:36 main:574] : INFO : Epoch 1579 | loss: 0.0312069 | val_loss: 0.0312171 | Time: 2083.6 ms
[2022-04-11 11:38:38 main:574] : INFO : Epoch 1580 | loss: 0.0312056 | val_loss: 0.0312113 | Time: 1997.85 ms
[2022-04-11 11:38:40 main:574] : INFO : Epoch 1581 | loss: 0.0312058 | val_loss: 0.0312176 | Time: 2123.38 ms
[2022-04-11 11:38:42 main:574] : INFO : Epoch 1582 | loss: 0.0312133 | val_loss: 0.0312201 | Time: 2031.88 ms
[2022-04-11 11:38:44 main:574] : INFO : Epoch 1583 | loss: 0.0312081 | val_loss: 0.031219 | Time: 2075.42 ms
[2022-04-11 11:38:46 main:574] : INFO : Epoch 1584 | loss: 0.0312061 | val_loss: 0.0312109 | Time: 2037.93 ms
[2022-04-11 11:38:49 main:574] : INFO : Epoch 1585 | loss: 0.0312053 | val_loss: 0.0312116 | Time: 2174.21 ms
[2022-04-11 11:38:51 main:574] : INFO : Epoch 1586 | loss: 0.0312058 | val_loss: 0.031212 | Time: 2123.64 ms
[2022-04-11 11:38:53 main:574] : INFO : Epoch 1587 | loss: 0.0312058 | val_loss: 0.0312177 | Time: 2093.85 ms
[2022-04-11 11:38:55 main:574] : INFO : Epoch 1588 | loss: 0.0312102 | val_loss: 0.0312157 | Time: 2045.23 ms
[2022-04-11 11:38:57 main:574] : INFO : Epoch 1589 | loss: 0.0312062 | val_loss: 0.0312109 | Time: 2094.13 ms
[2022-04-11 11:38:59 main:574] : INFO : Epoch 1590 | loss: 0.0312053 | val_loss: 0.0312118 | Time: 2039.33 ms
[2022-04-11 11:39:01 main:574] : INFO : Epoch 1591 | loss: 0.031207 | val_loss: 0.0312134 | Time: 2180.26 ms
[2022-04-11 11:39:03 main:574] : INFO : Epoch 1592 | loss: 0.0312063 | val_loss: 0.0312115 | Time: 2081.4 ms
[2022-04-11 11:39:05 main:574] : INFO : Epoch 1593 | loss: 0.0312068 | val_loss: 0.0312107 | Time: 2077.78 ms
[2022-04-11 11:39:07 main:574] : INFO : Epoch 1594 | loss: 0.0312062 | val_loss: 0.0312214 | Time: 2092.59 ms
[2022-04-11 11:39:09 main:574] : INFO : Epoch 1595 | loss: 0.0312173 | val_loss: 0.0312129 | Time: 2073.4 ms
[2022-04-11 11:39:12 main:574] : INFO : Epoch 1596 | loss: 0.0312074 | val_loss: 0.0312098 | Time: 2042.43 ms
[2022-04-11 11:39:14 main:574] : INFO : Epoch 1597 | loss: 0.0312055 | val_loss: 0.0312127 | Time: 2067.79 ms
[2022-04-11 11:39:16 main:574] : INFO : Epoch 1598 | loss: 0.0312062 | val_loss: 0.0312138 | Time: 2055.49 ms
[2022-04-11 11:39:18 main:574] : INFO : Epoch 1599 | loss: 0.0312077 | val_loss: 0.0312147 | Time: 2055.38 ms
[2022-04-11 11:39:20 main:574] : INFO : Epoch 1600 | loss: 0.0312043 | val_loss: 0.0312111 | Time: 2148.53 ms
[2022-04-11 11:39:22 main:574] : INFO : Epoch 1601 | loss: 0.0312041 | val_loss: 0.0312155 | Time: 2136.94 ms
[2022-04-11 11:39:24 main:574] : INFO : Epoch 1602 | loss: 0.0312059 | val_loss: 0.0312134 | Time: 2041.82 ms
[2022-04-11 11:39:26 main:574] : INFO : Epoch 1603 | loss: 0.0312079 | val_loss: 0.0312166 | Time: 2065.27 ms
[2022-04-11 11:39:28 main:574] : INFO : Epoch 1604 | loss: 0.0312042 | val_loss: 0.0312108 | Time: 2057.43 ms
[2022-04-11 11:39:30 main:574] : INFO : Epoch 1605 | loss: 0.0312048 | val_loss: 0.0312116 | Time: 2042.25 ms
[2022-04-11 11:39:32 main:574] : INFO : Epoch 1606 | loss: 0.0312098 | val_loss: 0.0312183 | Time: 2146.56 ms
[2022-04-11 11:39:34 main:574] : INFO : Epoch 1607 | loss: 0.0312083 | val_loss: 0.0312124 | Time: 2044.47 ms
[2022-04-11 11:39:36 main:574] : INFO : Epoch 1608 | loss: 0.0312047 | val_loss: 0.0312107 | Time: 1991.5 ms
[2022-04-11 11:39:38 main:574] : INFO : Epoch 1609 | loss: 0.0312038 | val_loss: 0.0312113 | Time: 2009.54 ms
[2022-04-11 11:39:41 main:574] : INFO : Epoch 1610 | loss: 0.0312039 | val_loss: 0.031211 | Time: 2033.57 ms
[2022-04-11 11:39:43 main:574] : INFO : Epoch 1611 | loss: 0.0312034 | val_loss: 0.0312105 | Time: 2043.13 ms
[2022-04-11 11:39:45 main:574] : INFO : Epoch 1612 | loss: 0.0312034 | val_loss: 0.0312111 | Time: 2090.27 ms
[2022-04-11 11:39:47 main:574] : INFO : Epoch 1613 | loss: 0.0312034 | val_loss: 0.0312112 | Time: 2211.5 ms
[2022-04-11 11:39:49 main:574] : INFO : Epoch 1614 | loss: 0.0312055 | val_loss: 0.0312117 | Time: 2044.63 ms
[2022-04-11 11:39:51 main:574] : INFO : Epoch 1615 | loss: 0.0312043 | val_loss: 0.0312138 | Time: 2003.7 ms
[2022-04-11 11:39:53 main:574] : INFO : Epoch 1616 | loss: 0.0312115 | val_loss: 0.0312227 | Time: 2126.35 ms
[2022-04-11 11:39:55 main:574] : INFO : Epoch 1617 | loss: 0.0312072 | val_loss: 0.0312116 | Time: 2118.9 ms
[2022-04-11 11:39:57 main:574] : INFO : Epoch 1618 | loss: 0.0312046 | val_loss: 0.0312127 | Time: 2094.15 ms
[2022-04-11 11:39:59 main:574] : INFO : Epoch 1619 | loss: 0.0312057 | val_loss: 0.0312199 | Time: 2021.14 ms
[2022-04-11 11:40:01 main:574] : INFO : Epoch 1620 | loss: 0.0312063 | val_loss: 0.0312112 | Time: 2088.95 ms
[2022-04-11 11:40:03 main:574] : INFO : Epoch 1621 | loss: 0.0312059 | val_loss: 0.0312133 | Time: 2067.84 ms
[2022-04-11 11:40:06 main:574] : INFO : Epoch 1622 | loss: 0.0312073 | val_loss: 0.031214 | Time: 2069.93 ms
[2022-04-11 11:40:08 main:574] : INFO : Epoch 1623 | loss: 0.0312061 | val_loss: 0.0312117 | Time: 2085.34 ms
[2022-04-11 11:40:10 main:574] : INFO : Epoch 1624 | loss: 0.0312066 | val_loss: 0.0312124 | Time: 2010.87 ms
[2022-04-11 11:40:12 main:574] : INFO : Epoch 1625 | loss: 0.0312044 | val_loss: 0.0312115 | Time: 2105.48 ms
[2022-04-11 11:40:14 main:574] : INFO : Epoch 1626 | loss: 0.031204 | val_loss: 0.0312111 | Time: 2075.55 ms
[2022-04-11 11:40:16 main:574] : INFO : Epoch 1627 | loss: 0.0312073 | val_loss: 0.031222 | Time: 2080.8 ms
[2022-04-11 11:40:18 main:574] : INFO : Epoch 1628 | loss: 0.0312191 | val_loss: 0.031221 | Time: 2054.97 ms
[2022-04-11 11:40:20 main:574] : INFO : Epoch 1629 | loss: 0.031217 | val_loss: 0.0312181 | Time: 2038.6 ms
[2022-04-11 11:40:22 main:574] : INFO : Epoch 1630 | loss: 0.0312173 | val_loss: 0.0312243 | Time: 2219.28 ms
[2022-04-11 11:40:24 main:574] : INFO : Epoch 1631 | loss: 0.0312179 | val_loss: 0.0312194 | Time: 2051.3 ms
[2022-04-11 11:40:26 main:574] : INFO : Epoch 1632 | loss: 0.0312169 | val_loss: 0.0312186 | Time: 2059.29 ms
[2022-04-11 11:40:28 main:574] : INFO : Epoch 1633 | loss: 0.0312156 | val_loss: 0.0312177 | Time: 2038.28 ms
[2022-04-11 11:40:30 main:574] : INFO : Epoch 1634 | loss: 0.0312158 | val_loss: 0.0312193 | Time: 2023.63 ms
[2022-04-11 11:40:33 main:574] : INFO : Epoch 1635 | loss: 0.0312161 | val_loss: 0.0312179 | Time: 2096.88 ms
[2022-04-11 11:40:35 main:574] : INFO : Epoch 1636 | loss: 0.0312153 | val_loss: 0.0312199 | Time: 2402.99 ms
[2022-04-11 11:40:37 main:574] : INFO : Epoch 1637 | loss: 0.0312148 | val_loss: 0.0312195 | Time: 2283.93 ms
[2022-04-11 11:40:40 main:574] : INFO : Epoch 1638 | loss: 0.0312173 | val_loss: 0.0312265 | Time: 2326.61 ms
[2022-04-11 11:40:42 main:574] : INFO : Epoch 1639 | loss: 0.0312169 | val_loss: 0.0312182 | Time: 2365.95 ms
[2022-04-11 11:40:44 main:574] : INFO : Epoch 1640 | loss: 0.031215 | val_loss: 0.0312197 | Time: 2430.45 ms
[2022-04-11 11:40:47 main:574] : INFO : Epoch 1641 | loss: 0.0312151 | val_loss: 0.0312176 | Time: 2254.52 ms
[2022-04-11 11:40:49 main:574] : INFO : Epoch 1642 | loss: 0.0312138 | val_loss: 0.0312192 | Time: 2235.75 ms
[2022-04-11 11:40:51 main:574] : INFO : Epoch 1643 | loss: 0.0312125 | val_loss: 0.031219 | Time: 2302.07 ms
[2022-04-11 11:40:53 main:574] : INFO : Epoch 1644 | loss: 0.0312144 | val_loss: 0.0312176 | Time: 2195.78 ms
[2022-04-11 11:40:56 main:574] : INFO : Epoch 1645 | loss: 0.0312131 | val_loss: 0.0312182 | Time: 2263.58 ms
[2022-04-11 11:40:58 main:574] : INFO : Epoch 1646 | loss: 0.0312157 | val_loss: 0.0312189 | Time: 2030.07 ms
[2022-04-11 11:41:00 main:574] : INFO : Epoch 1647 | loss: 0.031218 | val_loss: 0.0312177 | Time: 2167.15 ms
[2022-04-11 11:41:02 main:574] : INFO : Epoch 1648 | loss: 0.0312149 | val_loss: 0.0312192 | Time: 2086.37 ms
[2022-04-11 11:41:04 main:574] : INFO : Epoch 1649 | loss: 0.0312132 | val_loss: 0.0312166 | Time: 2055.27 ms
[2022-04-11 11:41:06 main:574] : INFO : Epoch 1650 | loss: 0.0312123 | val_loss: 0.0312181 | Time: 2049.42 ms
[2022-04-11 11:41:08 main:574] : INFO : Epoch 1651 | loss: 0.0312132 | val_loss: 0.0312165 | Time: 2029.59 ms
[2022-04-11 11:41:10 main:574] : INFO : Epoch 1652 | loss: 0.031212 | val_loss: 0.0312165 | Time: 2057.47 ms
[2022-04-11 11:41:12 main:574] : INFO : Epoch 1653 | loss: 0.0312121 | val_loss: 0.0312196 | Time: 2122.91 ms
[2022-04-11 11:41:14 main:574] : INFO : Epoch 1654 | loss: 0.0312114 | val_loss: 0.0312182 | Time: 2090.54 ms
[2022-04-11 11:41:16 main:574] : INFO : Epoch 1655 | loss: 0.0312117 | val_loss: 0.031217 | Time: 2096.77 ms
[2022-04-11 11:41:19 main:574] : INFO : Epoch 1656 | loss: 0.0312107 | val_loss: 0.0312178 | Time: 2125.18 ms
[2022-04-11 11:41:21 main:574] : INFO : Epoch 1657 | loss: 0.0312133 | val_loss: 0.0312201 | Time: 2090.4 ms
[2022-04-11 11:41:23 main:574] : INFO : Epoch 1658 | loss: 0.0312118 | val_loss: 0.0312178 | Time: 2066.4 ms
[2022-04-11 11:41:25 main:574] : INFO : Epoch 1659 | loss: 0.0312114 | val_loss: 0.0312194 | Time: 2128.8 ms
[2022-04-11 11:41:27 main:574] : INFO : Epoch 1660 | loss: 0.0312117 | val_loss: 0.0312177 | Time: 2028.06 ms
[2022-04-11 11:41:29 main:574] : INFO : Epoch 1661 | loss: 0.0312127 | val_loss: 0.0312153 | Time: 2018.65 ms
[2022-04-11 11:41:31 main:574] : INFO : Epoch 1662 | loss: 0.0312135 | val_loss: 0.0312208 | Time: 2162.34 ms
[2022-04-11 11:41:33 main:574] : INFO : Epoch 1663 | loss: 0.031211 | val_loss: 0.0312173 | Time: 2087.68 ms
[2022-04-11 11:41:35 main:574] : INFO : Epoch 1664 | loss: 0.0312111 | val_loss: 0.0312162 | Time: 2083.85 ms
[2022-04-11 11:41:37 main:574] : INFO : Epoch 1665 | loss: 0.0312118 | val_loss: 0.031216 | Time: 2096.15 ms
[2022-04-11 11:41:39 main:574] : INFO : Epoch 1666 | loss: 0.0312118 | val_loss: 0.0312221 | Time: 1959.56 ms
[2022-04-11 11:41:41 main:574] : INFO : Epoch 1667 | loss: 0.0312167 | val_loss: 0.0312184 | Time: 2046.85 ms
[2022-04-11 11:41:44 main:574] : INFO : Epoch 1668 | loss: 0.0312137 | val_loss: 0.0312166 | Time: 2058.62 ms
[2022-04-11 11:41:46 main:574] : INFO : Epoch 1669 | loss: 0.031212 | val_loss: 0.0312179 | Time: 2078.96 ms
[2022-04-11 11:41:48 main:574] : INFO : Epoch 1670 | loss: 0.0312167 | val_loss: 0.0312326 | Time: 2110.63 ms
[2022-04-11 11:41:50 main:574] : INFO : Epoch 1671 | loss: 0.0312209 | val_loss: 0.0312245 | Time: 2055.8 ms
[2022-04-11 11:41:52 main:574] : INFO : Epoch 1672 | loss: 0.0312187 | val_loss: 0.031222 | Time: 2023.71 ms
[2022-04-11 11:41:54 main:574] : INFO : Epoch 1673 | loss: 0.0312189 | val_loss: 0.0312218 | Time: 2062.84 ms
[2022-04-11 11:41:56 main:574] : INFO : Epoch 1674 | loss: 0.0312173 | val_loss: 0.031222 | Time: 2009.32 ms
[2022-04-11 11:41:58 main:574] : INFO : Epoch 1675 | loss: 0.0312159 | val_loss: 0.0312227 | Time: 2072.97 ms
[2022-04-11 11:42:00 main:574] : INFO : Epoch 1676 | loss: 0.0312159 | val_loss: 0.0312177 | Time: 2035.51 ms
[2022-04-11 11:42:02 main:574] : INFO : Epoch 1677 | loss: 0.0312151 | val_loss: 0.0312177 | Time: 2067.78 ms
[2022-04-11 11:42:04 main:574] : INFO : Epoch 1678 | loss: 0.0312132 | val_loss: 0.0312183 | Time: 2030.11 ms
[2022-04-11 11:42:06 main:574] : INFO : Epoch 1679 | loss: 0.0312129 | val_loss: 0.0312182 | Time: 2148.73 ms
[2022-04-11 11:42:08 main:574] : INFO : Epoch 1680 | loss: 0.0312134 | val_loss: 0.0312174 | Time: 2086.26 ms
[2022-04-11 11:42:10 main:574] : INFO : Epoch 1681 | loss: 0.0312134 | val_loss: 0.0312177 | Time: 2107.19 ms
[2022-04-11 11:42:13 main:574] : INFO : Epoch 1682 | loss: 0.0312141 | val_loss: 0.0312169 | Time: 2121.69 ms
[2022-04-11 11:42:15 main:574] : INFO : Epoch 1683 | loss: 0.0312131 | val_loss: 0.031219 | Time: 2242.23 ms
[2022-04-11 11:42:17 main:574] : INFO : Epoch 1684 | loss: 0.0312153 | val_loss: 0.0312195 | Time: 2081.17 ms
[2022-04-11 11:42:19 main:574] : INFO : Epoch 1685 | loss: 0.0312121 | val_loss: 0.0312165 | Time: 2052.82 ms
[2022-04-11 11:42:21 main:574] : INFO : Epoch 1686 | loss: 0.0312119 | val_loss: 0.0312211 | Time: 2076.12 ms
[2022-04-11 11:42:23 main:574] : INFO : Epoch 1687 | loss: 0.0312128 | val_loss: 0.0312168 | Time: 2072.26 ms
[2022-04-11 11:42:25 main:574] : INFO : Epoch 1688 | loss: 0.031212 | val_loss: 0.0312166 | Time: 2008.6 ms
[2022-04-11 11:42:27 main:574] : INFO : Epoch 1689 | loss: 0.0312113 | val_loss: 0.0312173 | Time: 2082.64 ms
[2022-04-11 11:42:29 main:574] : INFO : Epoch 1690 | loss: 0.0312112 | val_loss: 0.0312161 | Time: 1989.81 ms
[2022-04-11 11:42:31 main:574] : INFO : Epoch 1691 | loss: 0.031211 | val_loss: 0.0312166 | Time: 2126.03 ms
[2022-04-11 11:42:33 main:574] : INFO : Epoch 1692 | loss: 0.0312116 | val_loss: 0.0312176 | Time: 2112.06 ms
[2022-04-11 11:42:36 main:574] : INFO : Epoch 1693 | loss: 0.0312112 | val_loss: 0.0312181 | Time: 2086.46 ms
[2022-04-11 11:42:38 main:574] : INFO : Epoch 1694 | loss: 0.0312117 | val_loss: 0.0312173 | Time: 2090.13 ms
[2022-04-11 11:42:40 main:574] : INFO : Epoch 1695 | loss: 0.0312118 | val_loss: 0.031217 | Time: 2119.87 ms
[2022-04-11 11:42:42 main:574] : INFO : Epoch 1696 | loss: 0.0312102 | val_loss: 0.031216 | Time: 2092.96 ms
[2022-04-11 11:42:44 main:574] : INFO : Epoch 1697 | loss: 0.0312103 | val_loss: 0.031216 | Time: 2068.59 ms
[2022-04-11 11:42:46 main:574] : INFO : Epoch 1698 | loss: 0.0312108 | val_loss: 0.0312161 | Time: 2067.62 ms
[2022-04-11 11:42:48 main:574] : INFO : Epoch 1699 | loss: 0.0312108 | val_loss: 0.0312162 | Time: 2008.93 ms
[2022-04-11 11:42:50 main:574] : INFO : Epoch 1700 | loss: 0.0312125 | val_loss: 0.0312179 | Time: 2013.12 ms
[2022-04-11 11:42:52 main:574] : INFO : Epoch 1701 | loss: 0.0312111 | val_loss: 0.0312165 | Time: 2094.2 ms
[2022-04-11 11:42:54 main:574] : INFO : Epoch 1702 | loss: 0.0312102 | val_loss: 0.0312174 | Time: 2026.59 ms
[2022-04-11 11:42:56 main:574] : INFO : Epoch 1703 | loss: 0.0312128 | val_loss: 0.031217 | Time: 2047.87 ms
[2022-04-11 11:42:58 main:574] : INFO : Epoch 1704 | loss: 0.0312126 | val_loss: 0.0312194 | Time: 2094.89 ms
[2022-04-11 11:43:00 main:574] : INFO : Epoch 1705 | loss: 0.0312129 | val_loss: 0.0312158 | Time: 2057.96 ms
[2022-04-11 11:43:02 main:574] : INFO : Epoch 1706 | loss: 0.0312105 | val_loss: 0.0312181 | Time: 2070.86 ms
[2022-04-11 11:43:05 main:574] : INFO : Epoch 1707 | loss: 0.0312136 | val_loss: 0.0312217 | Time: 2100.9 ms
[2022-04-11 11:43:07 main:574] : INFO : Epoch 1708 | loss: 0.0312132 | val_loss: 0.0312158 | Time: 2151.36 ms
[2022-04-11 11:43:09 main:574] : INFO : Epoch 1709 | loss: 0.0312127 | val_loss: 0.031215 | Time: 2069.68 ms
[2022-04-11 11:43:11 main:574] : INFO : Epoch 1710 | loss: 0.0312103 | val_loss: 0.0312174 | Time: 2096.82 ms
[2022-04-11 11:43:13 main:574] : INFO : Epoch 1711 | loss: 0.0312127 | val_loss: 0.0312195 | Time: 2198.14 ms
[2022-04-11 11:43:15 main:574] : INFO : Epoch 1712 | loss: 0.0312116 | val_loss: 0.0312177 | Time: 2221.48 ms
[2022-04-11 11:43:17 main:574] : INFO : Epoch 1713 | loss: 0.0312112 | val_loss: 0.0312161 | Time: 2054.6 ms
[2022-04-11 11:43:19 main:574] : INFO : Epoch 1714 | loss: 0.0312104 | val_loss: 0.0312165 | Time: 2013.32 ms
[2022-04-11 11:43:21 main:574] : INFO : Epoch 1715 | loss: 0.0312111 | val_loss: 0.0312161 | Time: 2049.74 ms
[2022-04-11 11:43:24 main:574] : INFO : Epoch 1716 | loss: 0.0312117 | val_loss: 0.031215 | Time: 2065.35 ms
[2022-04-11 11:43:26 main:574] : INFO : Epoch 1717 | loss: 0.0312104 | val_loss: 0.0312164 | Time: 2048.25 ms
[2022-04-11 11:43:28 main:574] : INFO : Epoch 1718 | loss: 0.0312111 | val_loss: 0.0312156 | Time: 2107.83 ms
[2022-04-11 11:43:30 main:574] : INFO : Epoch 1719 | loss: 0.0312119 | val_loss: 0.0312166 | Time: 2093.67 ms
[2022-04-11 11:43:32 main:574] : INFO : Epoch 1720 | loss: 0.031213 | val_loss: 0.0312202 | Time: 2055.19 ms
[2022-04-11 11:43:34 main:574] : INFO : Epoch 1721 | loss: 0.0312133 | val_loss: 0.0312169 | Time: 2032.4 ms
[2022-04-11 11:43:36 main:574] : INFO : Epoch 1722 | loss: 0.0312117 | val_loss: 0.0312158 | Time: 2057.16 ms
[2022-04-11 11:43:38 main:574] : INFO : Epoch 1723 | loss: 0.0312096 | val_loss: 0.0312152 | Time: 2099.38 ms
[2022-04-11 11:43:40 main:574] : INFO : Epoch 1724 | loss: 0.0312125 | val_loss: 0.0312147 | Time: 1950.82 ms
[2022-04-11 11:43:42 main:574] : INFO : Epoch 1725 | loss: 0.0312121 | val_loss: 0.0312184 | Time: 2088.58 ms
[2022-04-11 11:43:44 main:574] : INFO : Epoch 1726 | loss: 0.031212 | val_loss: 0.0312162 | Time: 2064.67 ms
[2022-04-11 11:43:46 main:574] : INFO : Epoch 1727 | loss: 0.0312152 | val_loss: 0.0312218 | Time: 2103.27 ms
[2022-04-11 11:43:48 main:574] : INFO : Epoch 1728 | loss: 0.0312136 | val_loss: 0.0312205 | Time: 2109.25 ms
[2022-04-11 11:43:50 main:574] : INFO : Epoch 1729 | loss: 0.0312117 | val_loss: 0.0312151 | Time: 2064.94 ms
[2022-04-11 11:43:53 main:574] : INFO : Epoch 1730 | loss: 0.0312111 | val_loss: 0.0312152 | Time: 2030.39 ms
[2022-04-11 11:43:55 main:574] : INFO : Epoch 1731 | loss: 0.0312103 | val_loss: 0.0312155 | Time: 2006.01 ms
[2022-04-11 11:43:57 main:574] : INFO : Epoch 1732 | loss: 0.0312101 | val_loss: 0.031215 | Time: 2062.94 ms
[2022-04-11 11:43:59 main:574] : INFO : Epoch 1733 | loss: 0.0312087 | val_loss: 0.0312148 | Time: 2079.6 ms
[2022-04-11 11:44:01 main:574] : INFO : Epoch 1734 | loss: 0.0312103 | val_loss: 0.0312209 | Time: 2024.33 ms
[2022-04-11 11:44:03 main:574] : INFO : Epoch 1735 | loss: 0.031212 | val_loss: 0.0312178 | Time: 2036.63 ms
[2022-04-11 11:44:05 main:574] : INFO : Epoch 1736 | loss: 0.0312125 | val_loss: 0.0312147 | Time: 2138.05 ms
[2022-04-11 11:44:07 main:574] : INFO : Epoch 1737 | loss: 0.031211 | val_loss: 0.0312151 | Time: 1957.58 ms
[2022-04-11 11:44:09 main:574] : INFO : Epoch 1738 | loss: 0.0312109 | val_loss: 0.0312154 | Time: 2050.17 ms
[2022-04-11 11:44:11 main:574] : INFO : Epoch 1739 | loss: 0.0312092 | val_loss: 0.0312154 | Time: 2122.07 ms
[2022-04-11 11:44:13 main:574] : INFO : Epoch 1740 | loss: 0.0312093 | val_loss: 0.0312182 | Time: 2113.75 ms
[2022-04-11 11:44:15 main:574] : INFO : Epoch 1741 | loss: 0.0312105 | val_loss: 0.0312148 | Time: 2108.43 ms
[2022-04-11 11:44:17 main:574] : INFO : Epoch 1742 | loss: 0.0312085 | val_loss: 0.0312141 | Time: 1996.55 ms
[2022-04-11 11:44:19 main:574] : INFO : Epoch 1743 | loss: 0.0312091 | val_loss: 0.0312136 | Time: 2122.64 ms
[2022-04-11 11:44:21 main:574] : INFO : Epoch 1744 | loss: 0.031209 | val_loss: 0.0312146 | Time: 2073.36 ms
[2022-04-11 11:44:24 main:574] : INFO : Epoch 1745 | loss: 0.0312103 | val_loss: 0.0312168 | Time: 2048.86 ms
[2022-04-11 11:44:26 main:574] : INFO : Epoch 1746 | loss: 0.0312104 | val_loss: 0.0312175 | Time: 1986.59 ms
[2022-04-11 11:44:28 main:574] : INFO : Epoch 1747 | loss: 0.0312106 | val_loss: 0.0312175 | Time: 2114.03 ms
[2022-04-11 11:44:30 main:574] : INFO : Epoch 1748 | loss: 0.0312123 | val_loss: 0.031215 | Time: 2076.52 ms
[2022-04-11 11:44:32 main:574] : INFO : Epoch 1749 | loss: 0.0312096 | val_loss: 0.0312136 | Time: 2064.83 ms
[2022-04-11 11:44:34 main:574] : INFO : Epoch 1750 | loss: 0.0312104 | val_loss: 0.0312142 | Time: 2058.4 ms
[2022-04-11 11:44:36 main:574] : INFO : Epoch 1751 | loss: 0.0312091 | val_loss: 0.0312158 | Time: 2107.62 ms
[2022-04-11 11:44:38 main:574] : INFO : Epoch 1752 | loss: 0.0312075 | val_loss: 0.0312142 | Time: 2063.76 ms
[2022-04-11 11:44:40 main:574] : INFO : Epoch 1753 | loss: 0.0312098 | val_loss: 0.0312168 | Time: 2154.31 ms
[2022-04-11 11:44:42 main:574] : INFO : Epoch 1754 | loss: 0.0312088 | val_loss: 0.0312162 | Time: 2193.41 ms
[2022-04-11 11:44:44 main:574] : INFO : Epoch 1755 | loss: 0.031208 | val_loss: 0.0312132 | Time: 2038.92 ms
[2022-04-11 11:44:47 main:574] : INFO : Epoch 1756 | loss: 0.0312084 | val_loss: 0.0312134 | Time: 2063.91 ms
[2022-04-11 11:44:49 main:574] : INFO : Epoch 1757 | loss: 0.0312087 | val_loss: 0.0312128 | Time: 2055.64 ms
[2022-04-11 11:44:51 main:574] : INFO : Epoch 1758 | loss: 0.0312081 | val_loss: 0.0312131 | Time: 2104.52 ms
[2022-04-11 11:44:53 main:574] : INFO : Epoch 1759 | loss: 0.0312092 | val_loss: 0.0312133 | Time: 2070.45 ms
[2022-04-11 11:44:55 main:574] : INFO : Epoch 1760 | loss: 0.0312098 | val_loss: 0.0312173 | Time: 2017.61 ms
[2022-04-11 11:44:57 main:574] : INFO : Epoch 1761 | loss: 0.031209 | val_loss: 0.0312132 | Time: 1995.51 ms
[2022-04-11 11:44:59 main:574] : INFO : Epoch 1762 | loss: 0.0312075 | val_loss: 0.0312152 | Time: 2049.66 ms
[2022-04-11 11:45:01 main:574] : INFO : Epoch 1763 | loss: 0.0312135 | val_loss: 0.0312205 | Time: 2114.29 ms
[2022-04-11 11:45:03 main:574] : INFO : Epoch 1764 | loss: 0.0312089 | val_loss: 0.0312132 | Time: 2122.02 ms
[2022-04-11 11:45:05 main:574] : INFO : Epoch 1765 | loss: 0.0312062 | val_loss: 0.0312129 | Time: 2210.27 ms
[2022-04-11 11:45:07 main:574] : INFO : Epoch 1766 | loss: 0.0312078 | val_loss: 0.0312142 | Time: 2014.18 ms
[2022-04-11 11:45:09 main:574] : INFO : Epoch 1767 | loss: 0.031206 | val_loss: 0.0312144 | Time: 2107.75 ms
[2022-04-11 11:45:12 main:574] : INFO : Epoch 1768 | loss: 0.0312073 | val_loss: 0.0312235 | Time: 2330.31 ms
[2022-04-11 11:45:14 main:574] : INFO : Epoch 1769 | loss: 0.0312103 | val_loss: 0.0312135 | Time: 2214.21 ms
[2022-04-11 11:45:16 main:574] : INFO : Epoch 1770 | loss: 0.0312062 | val_loss: 0.031214 | Time: 2297.91 ms
[2022-04-11 11:45:19 main:574] : INFO : Epoch 1771 | loss: 0.0312082 | val_loss: 0.0312147 | Time: 2424.15 ms
[2022-04-11 11:45:21 main:574] : INFO : Epoch 1772 | loss: 0.0312065 | val_loss: 0.0312159 | Time: 2192.32 ms
[2022-04-11 11:45:23 main:574] : INFO : Epoch 1773 | loss: 0.0312069 | val_loss: 0.0312133 | Time: 2199.93 ms
[2022-04-11 11:45:25 main:574] : INFO : Epoch 1774 | loss: 0.0312055 | val_loss: 0.0312141 | Time: 2322.9 ms
[2022-04-11 11:45:28 main:574] : INFO : Epoch 1775 | loss: 0.0312076 | val_loss: 0.0312137 | Time: 2193.29 ms
[2022-04-11 11:45:30 main:574] : INFO : Epoch 1776 | loss: 0.0312075 | val_loss: 0.0312218 | Time: 2124.88 ms
[2022-04-11 11:45:32 main:574] : INFO : Epoch 1777 | loss: 0.0312075 | val_loss: 0.0312171 | Time: 2072.85 ms
[2022-04-11 11:45:34 main:574] : INFO : Epoch 1778 | loss: 0.0312064 | val_loss: 0.0312156 | Time: 2094.01 ms
[2022-04-11 11:45:36 main:574] : INFO : Epoch 1779 | loss: 0.0312074 | val_loss: 0.0312139 | Time: 2091.38 ms
[2022-04-11 11:45:38 main:574] : INFO : Epoch 1780 | loss: 0.0312065 | val_loss: 0.0312152 | Time: 2104.82 ms
[2022-04-11 11:45:40 main:574] : INFO : Epoch 1781 | loss: 0.0312064 | val_loss: 0.0312132 | Time: 2122.63 ms
[2022-04-11 11:45:42 main:574] : INFO : Epoch 1782 | loss: 0.03121 | val_loss: 0.0312147 | Time: 2123.02 ms
[2022-04-11 11:45:44 main:574] : INFO : Epoch 1783 | loss: 0.031209 | val_loss: 0.0312251 | Time: 2056.41 ms
[2022-04-11 11:45:47 main:574] : INFO : Epoch 1784 | loss: 0.0312074 | val_loss: 0.0312141 | Time: 2110.36 ms
[2022-04-11 11:45:49 main:574] : INFO : Epoch 1785 | loss: 0.0312083 | val_loss: 0.0312153 | Time: 2079.52 ms
[2022-04-11 11:45:51 main:574] : INFO : Epoch 1786 | loss: 0.0312071 | val_loss: 0.0312171 | Time: 2040.87 ms
[2022-04-11 11:45:53 main:574] : INFO : Epoch 1787 | loss: 0.0312091 | val_loss: 0.0312133 | Time: 2080.87 ms
[2022-04-11 11:45:55 main:574] : INFO : Epoch 1788 | loss: 0.0312062 | val_loss: 0.0312127 | Time: 2141.32 ms
[2022-04-11 11:45:57 main:574] : INFO : Epoch 1789 | loss: 0.0312068 | val_loss: 0.0312176 | Time: 2074.32 ms
[2022-04-11 11:45:59 main:574] : INFO : Epoch 1790 | loss: 0.0312066 | val_loss: 0.0312143 | Time: 2174.46 ms
[2022-04-11 11:46:01 main:574] : INFO : Epoch 1791 | loss: 0.0312057 | val_loss: 0.031219 | Time: 2054.54 ms
[2022-04-11 11:46:03 main:574] : INFO : Epoch 1792 | loss: 0.0312073 | val_loss: 0.0312123 | Time: 2082.14 ms
[2022-04-11 11:46:05 main:574] : INFO : Epoch 1793 | loss: 0.0312057 | val_loss: 0.0312145 | Time: 2027.98 ms
[2022-04-11 11:46:07 main:574] : INFO : Epoch 1794 | loss: 0.0312062 | val_loss: 0.0312132 | Time: 2091.02 ms
[2022-04-11 11:46:10 main:574] : INFO : Epoch 1795 | loss: 0.0312072 | val_loss: 0.0312158 | Time: 2080.54 ms
[2022-04-11 11:46:12 main:574] : INFO : Epoch 1796 | loss: 0.0312052 | val_loss: 0.031214 | Time: 2181.95 ms
[2022-04-11 11:46:14 main:574] : INFO : Epoch 1797 | loss: 0.0312061 | val_loss: 0.0312178 | Time: 2070.26 ms
[2022-04-11 11:46:16 main:574] : INFO : Epoch 1798 | loss: 0.0312091 | val_loss: 0.0312204 | Time: 2049.46 ms
[2022-04-11 11:46:18 main:574] : INFO : Epoch 1799 | loss: 0.0312065 | val_loss: 0.0312146 | Time: 2048.07 ms
[2022-04-11 11:46:20 main:574] : INFO : Epoch 1800 | loss: 0.0312063 | val_loss: 0.031213 | Time: 2032.47 ms
[2022-04-11 11:46:22 main:574] : INFO : Epoch 1801 | loss: 0.0312077 | val_loss: 0.0312141 | Time: 2077.92 ms
[2022-04-11 11:46:24 main:574] : INFO : Epoch 1802 | loss: 0.0312073 | val_loss: 0.0312134 | Time: 2028.38 ms
[2022-04-11 11:46:26 main:574] : INFO : Epoch 1803 | loss: 0.031206 | val_loss: 0.0312125 | Time: 2058.5 ms
[2022-04-11 11:46:28 main:574] : INFO : Epoch 1804 | loss: 0.0312048 | val_loss: 0.031213 | Time: 2046.89 ms
[2022-04-11 11:46:30 main:574] : INFO : Epoch 1805 | loss: 0.0312054 | val_loss: 0.0312161 | Time: 2062.4 ms
[2022-04-11 11:46:32 main:574] : INFO : Epoch 1806 | loss: 0.0312055 | val_loss: 0.031213 | Time: 2059.07 ms
[2022-04-11 11:46:34 main:574] : INFO : Epoch 1807 | loss: 0.0312052 | val_loss: 0.0312174 | Time: 2049.29 ms
[2022-04-11 11:46:36 main:574] : INFO : Epoch 1808 | loss: 0.0312056 | val_loss: 0.0312122 | Time: 2052.84 ms
[2022-04-11 11:46:38 main:574] : INFO : Epoch 1809 | loss: 0.0312042 | val_loss: 0.0312114 | Time: 2031.08 ms
[2022-04-11 11:46:41 main:574] : INFO : Epoch 1810 | loss: 0.0312036 | val_loss: 0.0312114 | Time: 2106.2 ms
[2022-04-11 11:46:43 main:574] : INFO : Epoch 1811 | loss: 0.0312044 | val_loss: 0.0312166 | Time: 2126.1 ms
[2022-04-11 11:46:45 main:574] : INFO : Epoch 1812 | loss: 0.0312069 | val_loss: 0.0312129 | Time: 2118.57 ms
[2022-04-11 11:46:47 main:574] : INFO : Epoch 1813 | loss: 0.0312047 | val_loss: 0.0312133 | Time: 2113.7 ms
[2022-04-11 11:46:49 main:574] : INFO : Epoch 1814 | loss: 0.0312045 | val_loss: 0.0312123 | Time: 2064.54 ms
[2022-04-11 11:46:51 main:574] : INFO : Epoch 1815 | loss: 0.0312044 | val_loss: 0.031217 | Time: 2046.17 ms
[2022-04-11 11:46:53 main:574] : INFO : Epoch 1816 | loss: 0.0312062 | val_loss: 0.0312156 | Time: 2018.76 ms
[2022-04-11 11:46:55 main:574] : INFO : Epoch 1817 | loss: 0.0312039 | val_loss: 0.0312131 | Time: 2117.55 ms
[2022-04-11 11:46:57 main:574] : INFO : Epoch 1818 | loss: 0.0312048 | val_loss: 0.0312116 | Time: 2053.69 ms
[2022-04-11 11:46:59 main:574] : INFO : Epoch 1819 | loss: 0.0312047 | val_loss: 0.0312146 | Time: 2143.8 ms
[2022-04-11 11:47:01 main:574] : INFO : Epoch 1820 | loss: 0.0312067 | val_loss: 0.0312156 | Time: 2006.94 ms
[2022-04-11 11:47:04 main:574] : INFO : Epoch 1821 | loss: 0.0312049 | val_loss: 0.0312141 | Time: 2072.15 ms
[2022-04-11 11:47:06 main:574] : INFO : Epoch 1822 | loss: 0.0312058 | val_loss: 0.0312184 | Time: 2043.23 ms
[2022-04-11 11:47:08 main:574] : INFO : Epoch 1823 | loss: 0.0312079 | val_loss: 0.0312154 | Time: 2059.43 ms
[2022-04-11 11:47:10 main:574] : INFO : Epoch 1824 | loss: 0.0312051 | val_loss: 0.0312136 | Time: 1996.19 ms
[2022-04-11 11:47:12 main:574] : INFO : Epoch 1825 | loss: 0.0312069 | val_loss: 0.0312164 | Time: 2019.69 ms
[2022-04-11 11:47:14 main:574] : INFO : Epoch 1826 | loss: 0.0312111 | val_loss: 0.0312156 | Time: 2063.79 ms
[2022-04-11 11:47:16 main:574] : INFO : Epoch 1827 | loss: 0.0312079 | val_loss: 0.0312175 | Time: 2132.45 ms
[2022-04-11 11:47:18 main:574] : INFO : Epoch 1828 | loss: 0.0312068 | val_loss: 0.0312156 | Time: 2090.71 ms
[2022-04-11 11:47:20 main:574] : INFO : Epoch 1829 | loss: 0.031206 | val_loss: 0.0312168 | Time: 2022.37 ms
[2022-04-11 11:47:22 main:574] : INFO : Epoch 1830 | loss: 0.0312079 | val_loss: 0.0312145 | Time: 2026.41 ms
[2022-04-11 11:47:24 main:574] : INFO : Epoch 1831 | loss: 0.0312073 | val_loss: 0.0312138 | Time: 2057.46 ms
[2022-04-11 11:47:26 main:574] : INFO : Epoch 1832 | loss: 0.0312068 | val_loss: 0.0312228 | Time: 2158.03 ms
[2022-04-11 11:47:28 main:574] : INFO : Epoch 1833 | loss: 0.0312047 | val_loss: 0.0312123 | Time: 2073.8 ms
[2022-04-11 11:47:30 main:574] : INFO : Epoch 1834 | loss: 0.0312053 | val_loss: 0.0312128 | Time: 2098.34 ms
[2022-04-11 11:47:32 main:574] : INFO : Epoch 1835 | loss: 0.031205 | val_loss: 0.0312126 | Time: 2060.01 ms
[2022-04-11 11:47:35 main:574] : INFO : Epoch 1836 | loss: 0.0312101 | val_loss: 0.0312182 | Time: 2075.72 ms
[2022-04-11 11:47:37 main:574] : INFO : Epoch 1837 | loss: 0.0315453 | val_loss: 0.100698 | Time: 2007.87 ms
[2022-04-11 11:47:39 main:574] : INFO : Epoch 1838 | loss: 0.0440591 | val_loss: 0.0345208 | Time: 2079.81 ms
[2022-04-11 11:47:41 main:574] : INFO : Epoch 1839 | loss: 0.0324562 | val_loss: 0.03188 | Time: 2067.74 ms
[2022-04-11 11:47:43 main:574] : INFO : Epoch 1840 | loss: 0.0314336 | val_loss: 0.0312814 | Time: 2058.57 ms
[2022-04-11 11:47:45 main:574] : INFO : Epoch 1841 | loss: 0.031268 | val_loss: 0.0312492 | Time: 2158.92 ms
[2022-04-11 11:47:47 main:574] : INFO : Epoch 1842 | loss: 0.0312443 | val_loss: 0.0312392 | Time: 2086.94 ms
[2022-04-11 11:47:49 main:574] : INFO : Epoch 1843 | loss: 0.0312383 | val_loss: 0.0312376 | Time: 2029.07 ms
[2022-04-11 11:47:51 main:574] : INFO : Epoch 1844 | loss: 0.0312362 | val_loss: 0.0312357 | Time: 2099.58 ms
[2022-04-11 11:47:53 main:574] : INFO : Epoch 1845 | loss: 0.0312349 | val_loss: 0.0312355 | Time: 2003.51 ms
[2022-04-11 11:47:55 main:574] : INFO : Epoch 1846 | loss: 0.0312344 | val_loss: 0.0312349 | Time: 2021.57 ms
[2022-04-11 11:47:57 main:574] : INFO : Epoch 1847 | loss: 0.0312336 | val_loss: 0.0312324 | Time: 2053.73 ms
[2022-04-11 11:47:59 main:574] : INFO : Epoch 1848 | loss: 0.0312317 | val_loss: 0.0312322 | Time: 2118 ms
[2022-04-11 11:48:01 main:574] : INFO : Epoch 1849 | loss: 0.0312308 | val_loss: 0.0312295 | Time: 2077.33 ms
[2022-04-11 11:48:04 main:574] : INFO : Epoch 1850 | loss: 0.0312286 | val_loss: 0.0312283 | Time: 2151.22 ms
[2022-04-11 11:48:06 main:574] : INFO : Epoch 1851 | loss: 0.0312274 | val_loss: 0.0312281 | Time: 2124.52 ms
[2022-04-11 11:48:08 main:574] : INFO : Epoch 1852 | loss: 0.031227 | val_loss: 0.0312266 | Time: 2162.48 ms
[2022-04-11 11:48:10 main:574] : INFO : Epoch 1853 | loss: 0.0312271 | val_loss: 0.0312297 | Time: 2041.03 ms
[2022-04-11 11:48:12 main:574] : INFO : Epoch 1854 | loss: 0.0312274 | val_loss: 0.0312265 | Time: 2026.37 ms
[2022-04-11 11:48:14 main:574] : INFO : Epoch 1855 | loss: 0.0312265 | val_loss: 0.031226 | Time: 2054.98 ms
[2022-04-11 11:48:16 main:574] : INFO : Epoch 1856 | loss: 0.0312258 | val_loss: 0.0312259 | Time: 2044.18 ms
[2022-04-11 11:48:18 main:574] : INFO : Epoch 1857 | loss: 0.0312253 | val_loss: 0.0312244 | Time: 1954.53 ms
[2022-04-11 11:48:20 main:574] : INFO : Epoch 1858 | loss: 0.031224 | val_loss: 0.0312238 | Time: 2120.88 ms
[2022-04-11 11:48:22 main:574] : INFO : Epoch 1859 | loss: 0.0312238 | val_loss: 0.0312236 | Time: 2044.25 ms
[2022-04-11 11:48:24 main:574] : INFO : Epoch 1860 | loss: 0.0312231 | val_loss: 0.0312225 | Time: 2132.22 ms
[2022-04-11 11:48:26 main:574] : INFO : Epoch 1861 | loss: 0.0312221 | val_loss: 0.0312221 | Time: 2058.63 ms
[2022-04-11 11:48:29 main:574] : INFO : Epoch 1862 | loss: 0.0312217 | val_loss: 0.0312223 | Time: 2089.68 ms
[2022-04-11 11:48:31 main:574] : INFO : Epoch 1863 | loss: 0.0312215 | val_loss: 0.0312216 | Time: 2197.77 ms
[2022-04-11 11:48:33 main:574] : INFO : Epoch 1864 | loss: 0.0312217 | val_loss: 0.031222 | Time: 2056.02 ms
[2022-04-11 11:48:35 main:574] : INFO : Epoch 1865 | loss: 0.0312221 | val_loss: 0.0312201 | Time: 2159.12 ms
[2022-04-11 11:48:37 main:574] : INFO : Epoch 1866 | loss: 0.0312202 | val_loss: 0.0312199 | Time: 2139.17 ms
[2022-04-11 11:48:39 main:574] : INFO : Epoch 1867 | loss: 0.0312198 | val_loss: 0.0312227 | Time: 2078.36 ms
[2022-04-11 11:48:41 main:574] : INFO : Epoch 1868 | loss: 0.0312209 | val_loss: 0.0312219 | Time: 2107.79 ms
[2022-04-11 11:48:43 main:574] : INFO : Epoch 1869 | loss: 0.0312195 | val_loss: 0.0312205 | Time: 2110.73 ms
[2022-04-11 11:48:46 main:574] : INFO : Epoch 1870 | loss: 0.0312195 | val_loss: 0.0312191 | Time: 2119.96 ms
[2022-04-11 11:48:48 main:574] : INFO : Epoch 1871 | loss: 0.0312189 | val_loss: 0.0312196 | Time: 2242.39 ms
[2022-04-11 11:48:50 main:574] : INFO : Epoch 1872 | loss: 0.0312186 | val_loss: 0.0312193 | Time: 2046.62 ms
[2022-04-11 11:48:52 main:574] : INFO : Epoch 1873 | loss: 0.0312184 | val_loss: 0.0312188 | Time: 2064.95 ms
[2022-04-11 11:48:54 main:574] : INFO : Epoch 1874 | loss: 0.0312188 | val_loss: 0.0312194 | Time: 2065.11 ms
[2022-04-11 11:48:56 main:574] : INFO : Epoch 1875 | loss: 0.0312204 | val_loss: 0.0312221 | Time: 2071.82 ms
[2022-04-11 11:48:58 main:574] : INFO : Epoch 1876 | loss: 0.031219 | val_loss: 0.0312189 | Time: 2070.47 ms
[2022-04-11 11:49:00 main:574] : INFO : Epoch 1877 | loss: 0.0312177 | val_loss: 0.0312182 | Time: 2100.8 ms
[2022-04-11 11:49:02 main:574] : INFO : Epoch 1878 | loss: 0.031217 | val_loss: 0.0312185 | Time: 2119.41 ms
[2022-04-11 11:49:05 main:574] : INFO : Epoch 1879 | loss: 0.0312167 | val_loss: 0.0312183 | Time: 2116.72 ms
[2022-04-11 11:49:07 main:574] : INFO : Epoch 1880 | loss: 0.0312157 | val_loss: 0.0312185 | Time: 2056.76 ms
[2022-04-11 11:49:09 main:574] : INFO : Epoch 1881 | loss: 0.0312162 | val_loss: 0.0312215 | Time: 2049.4 ms
[2022-04-11 11:49:11 main:574] : INFO : Epoch 1882 | loss: 0.031216 | val_loss: 0.0312181 | Time: 2162.91 ms
[2022-04-11 11:49:13 main:574] : INFO : Epoch 1883 | loss: 0.0312168 | val_loss: 0.0312182 | Time: 2092.5 ms
[2022-04-11 11:49:15 main:574] : INFO : Epoch 1884 | loss: 0.0312163 | val_loss: 0.0312181 | Time: 2132.9 ms
[2022-04-11 11:49:17 main:574] : INFO : Epoch 1885 | loss: 0.0312159 | val_loss: 0.0312182 | Time: 2003.42 ms
[2022-04-11 11:49:19 main:574] : INFO : Epoch 1886 | loss: 0.0312151 | val_loss: 0.0312177 | Time: 2092.16 ms
[2022-04-11 11:49:21 main:574] : INFO : Epoch 1887 | loss: 0.0312149 | val_loss: 0.0312173 | Time: 2048.08 ms
[2022-04-11 11:49:23 main:574] : INFO : Epoch 1888 | loss: 0.0312148 | val_loss: 0.0312173 | Time: 2032.58 ms
[2022-04-11 11:49:25 main:574] : INFO : Epoch 1889 | loss: 0.0312162 | val_loss: 0.0312215 | Time: 2073.92 ms
[2022-04-11 11:49:27 main:574] : INFO : Epoch 1890 | loss: 0.0312149 | val_loss: 0.0312187 | Time: 2088.32 ms
[2022-04-11 11:49:29 main:574] : INFO : Epoch 1891 | loss: 0.0312149 | val_loss: 0.0312191 | Time: 2067.42 ms
[2022-04-11 11:49:32 main:574] : INFO : Epoch 1892 | loss: 0.031216 | val_loss: 0.031219 | Time: 2056.41 ms
[2022-04-11 11:49:34 main:574] : INFO : Epoch 1893 | loss: 0.0312146 | val_loss: 0.0312179 | Time: 2006.1 ms
[2022-04-11 11:49:36 main:574] : INFO : Epoch 1894 | loss: 0.0312148 | val_loss: 0.0312172 | Time: 2103.68 ms
[2022-04-11 11:49:38 main:574] : INFO : Epoch 1895 | loss: 0.031216 | val_loss: 0.0312202 | Time: 2033.18 ms
[2022-04-11 11:49:40 main:574] : INFO : Epoch 1896 | loss: 0.0312154 | val_loss: 0.0312167 | Time: 2057.91 ms
[2022-04-11 11:49:42 main:574] : INFO : Epoch 1897 | loss: 0.0312143 | val_loss: 0.0312173 | Time: 2032.11 ms
[2022-04-11 11:49:44 main:574] : INFO : Epoch 1898 | loss: 0.0312141 | val_loss: 0.0312162 | Time: 2121.69 ms
[2022-04-11 11:49:46 main:574] : INFO : Epoch 1899 | loss: 0.0312142 | val_loss: 0.0312165 | Time: 2054.57 ms
[2022-04-11 11:49:48 main:574] : INFO : Epoch 1900 | loss: 0.0312148 | val_loss: 0.0312185 | Time: 2074.04 ms
[2022-04-11 11:49:50 main:574] : INFO : Epoch 1901 | loss: 0.031214 | val_loss: 0.0312159 | Time: 2047.67 ms
[2022-04-11 11:49:52 main:574] : INFO : Epoch 1902 | loss: 0.0312134 | val_loss: 0.0312155 | Time: 2067.29 ms
[2022-04-11 11:49:54 main:574] : INFO : Epoch 1903 | loss: 0.0312128 | val_loss: 0.0312182 | Time: 2055.89 ms
[2022-04-11 11:49:56 main:574] : INFO : Epoch 1904 | loss: 0.0312137 | val_loss: 0.0312276 | Time: 2098.47 ms
[2022-04-11 11:49:58 main:574] : INFO : Epoch 1905 | loss: 0.0312165 | val_loss: 0.0312202 | Time: 2007.62 ms
[2022-04-11 11:50:00 main:574] : INFO : Epoch 1906 | loss: 0.0312158 | val_loss: 0.0312152 | Time: 2116.6 ms
[2022-04-11 11:50:03 main:574] : INFO : Epoch 1907 | loss: 0.0312135 | val_loss: 0.0312152 | Time: 2005.35 ms
[2022-04-11 11:50:05 main:574] : INFO : Epoch 1908 | loss: 0.0312145 | val_loss: 0.0312157 | Time: 2027.62 ms
[2022-04-11 11:50:07 main:574] : INFO : Epoch 1909 | loss: 0.0312126 | val_loss: 0.0312145 | Time: 2028.26 ms
[2022-04-11 11:50:09 main:574] : INFO : Epoch 1910 | loss: 0.0312122 | val_loss: 0.0312141 | Time: 2111.27 ms
[2022-04-11 11:50:11 main:574] : INFO : Epoch 1911 | loss: 0.0312137 | val_loss: 0.0312178 | Time: 2040.46 ms
[2022-04-11 11:50:13 main:574] : INFO : Epoch 1912 | loss: 0.0312154 | val_loss: 0.031217 | Time: 2134.56 ms
[2022-04-11 11:50:15 main:574] : INFO : Epoch 1913 | loss: 0.031213 | val_loss: 0.0312148 | Time: 2075.82 ms
[2022-04-11 11:50:17 main:574] : INFO : Epoch 1914 | loss: 0.0312139 | val_loss: 0.0312149 | Time: 2130.92 ms
[2022-04-11 11:50:19 main:574] : INFO : Epoch 1915 | loss: 0.0312135 | val_loss: 0.0312189 | Time: 2065.23 ms
[2022-04-11 11:50:21 main:574] : INFO : Epoch 1916 | loss: 0.031215 | val_loss: 0.0312196 | Time: 2104.9 ms
[2022-04-11 11:50:23 main:574] : INFO : Epoch 1917 | loss: 0.0312171 | val_loss: 0.0312234 | Time: 2082.01 ms
[2022-04-11 11:50:25 main:574] : INFO : Epoch 1918 | loss: 0.0312165 | val_loss: 0.0312162 | Time: 2041.9 ms
[2022-04-11 11:50:27 main:574] : INFO : Epoch 1919 | loss: 0.031214 | val_loss: 0.0312171 | Time: 2067.75 ms
[2022-04-11 11:50:30 main:574] : INFO : Epoch 1920 | loss: 0.0312121 | val_loss: 0.0312139 | Time: 2118.66 ms
[2022-04-11 11:50:32 main:574] : INFO : Epoch 1921 | loss: 0.0312112 | val_loss: 0.0312143 | Time: 2085.63 ms
[2022-04-11 11:50:34 main:574] : INFO : Epoch 1922 | loss: 0.0312116 | val_loss: 0.0312151 | Time: 2151.05 ms
[2022-04-11 11:50:36 main:574] : INFO : Epoch 1923 | loss: 0.0312119 | val_loss: 0.0312157 | Time: 2103.21 ms
[2022-04-11 11:50:38 main:574] : INFO : Epoch 1924 | loss: 0.0312122 | val_loss: 0.0312147 | Time: 2097.47 ms
[2022-04-11 11:50:40 main:574] : INFO : Epoch 1925 | loss: 0.031211 | val_loss: 0.0312196 | Time: 2066.4 ms
[2022-04-11 11:50:42 main:574] : INFO : Epoch 1926 | loss: 0.0312123 | val_loss: 0.0312167 | Time: 2143.54 ms
[2022-04-11 11:50:44 main:574] : INFO : Epoch 1927 | loss: 0.0312132 | val_loss: 0.0312148 | Time: 2213.71 ms
[2022-04-11 11:50:47 main:574] : INFO : Epoch 1928 | loss: 0.031211 | val_loss: 0.0312138 | Time: 2131.89 ms
[2022-04-11 11:50:49 main:574] : INFO : Epoch 1929 | loss: 0.0312125 | val_loss: 0.0312156 | Time: 2007.38 ms
[2022-04-11 11:50:51 main:574] : INFO : Epoch 1930 | loss: 0.0312112 | val_loss: 0.0312144 | Time: 2293.52 ms
[2022-04-11 11:50:53 main:574] : INFO : Epoch 1931 | loss: 0.0312111 | val_loss: 0.0312175 | Time: 2334.4 ms
[2022-04-11 11:50:55 main:574] : INFO : Epoch 1932 | loss: 0.0312135 | val_loss: 0.0312157 | Time: 2164.4 ms
[2022-04-11 11:50:58 main:574] : INFO : Epoch 1933 | loss: 0.0312153 | val_loss: 0.0312138 | Time: 2070.08 ms
[2022-04-11 11:51:00 main:574] : INFO : Epoch 1934 | loss: 0.0312125 | val_loss: 0.0312148 | Time: 2053.33 ms
[2022-04-11 11:51:02 main:574] : INFO : Epoch 1935 | loss: 0.0312215 | val_loss: 0.0312284 | Time: 2076.93 ms
[2022-04-11 11:51:04 main:574] : INFO : Epoch 1936 | loss: 0.0312231 | val_loss: 0.0312218 | Time: 2090.46 ms
[2022-04-11 11:51:06 main:574] : INFO : Epoch 1937 | loss: 0.0312206 | val_loss: 0.0312209 | Time: 2063.76 ms
[2022-04-11 11:51:08 main:574] : INFO : Epoch 1938 | loss: 0.0312217 | val_loss: 0.0312257 | Time: 2041.18 ms
[2022-04-11 11:51:10 main:574] : INFO : Epoch 1939 | loss: 0.0312199 | val_loss: 0.0312206 | Time: 2148.06 ms
[2022-04-11 11:51:12 main:574] : INFO : Epoch 1940 | loss: 0.0312187 | val_loss: 0.0312223 | Time: 2098.67 ms
[2022-04-11 11:51:14 main:574] : INFO : Epoch 1941 | loss: 0.031222 | val_loss: 0.0312401 | Time: 2071.42 ms
[2022-04-11 11:51:16 main:574] : INFO : Epoch 1942 | loss: 0.0312241 | val_loss: 0.0312205 | Time: 2059.62 ms
[2022-04-11 11:51:18 main:574] : INFO : Epoch 1943 | loss: 0.0312188 | val_loss: 0.0312196 | Time: 2036.38 ms
[2022-04-11 11:51:20 main:574] : INFO : Epoch 1944 | loss: 0.0312181 | val_loss: 0.0312236 | Time: 2073.69 ms
[2022-04-11 11:51:22 main:574] : INFO : Epoch 1945 | loss: 0.0312249 | val_loss: 0.0312246 | Time: 2086.8 ms
[2022-04-11 11:51:25 main:574] : INFO : Epoch 1946 | loss: 0.031224 | val_loss: 0.031224 | Time: 2157.27 ms
[2022-04-11 11:51:27 main:574] : INFO : Epoch 1947 | loss: 0.031222 | val_loss: 0.0312243 | Time: 2034.4 ms
[2022-04-11 11:51:29 main:574] : INFO : Epoch 1948 | loss: 0.0312217 | val_loss: 0.0312241 | Time: 2135.45 ms
[2022-04-11 11:51:31 main:574] : INFO : Epoch 1949 | loss: 0.0312224 | val_loss: 0.031226 | Time: 2048.71 ms
[2022-04-11 11:51:33 main:574] : INFO : Epoch 1950 | loss: 0.0312215 | val_loss: 0.0312274 | Time: 2096.43 ms
[2022-04-11 11:51:35 main:574] : INFO : Epoch 1951 | loss: 0.0312226 | val_loss: 0.0312251 | Time: 2024.06 ms
[2022-04-11 11:51:37 main:574] : INFO : Epoch 1952 | loss: 0.0312208 | val_loss: 0.0312277 | Time: 2072.24 ms
[2022-04-11 11:51:39 main:574] : INFO : Epoch 1953 | loss: 0.0312224 | val_loss: 0.0312228 | Time: 2041.13 ms
[2022-04-11 11:51:41 main:574] : INFO : Epoch 1954 | loss: 0.0312209 | val_loss: 0.0312265 | Time: 2091.71 ms
[2022-04-11 11:51:43 main:574] : INFO : Epoch 1955 | loss: 0.0312215 | val_loss: 0.0312257 | Time: 2096.66 ms
[2022-04-11 11:51:45 main:574] : INFO : Epoch 1956 | loss: 0.0312224 | val_loss: 0.0312281 | Time: 2106.54 ms
[2022-04-11 11:51:48 main:574] : INFO : Epoch 1957 | loss: 0.031222 | val_loss: 0.0312233 | Time: 2093.53 ms
[2022-04-11 11:51:50 main:574] : INFO : Epoch 1958 | loss: 0.03122 | val_loss: 0.0312221 | Time: 2094.09 ms
[2022-04-11 11:51:52 main:574] : INFO : Epoch 1959 | loss: 0.0312203 | val_loss: 0.0312237 | Time: 2098.09 ms
[2022-04-11 11:51:54 main:574] : INFO : Epoch 1960 | loss: 0.0312187 | val_loss: 0.0312222 | Time: 2012.07 ms
[2022-04-11 11:51:56 main:574] : INFO : Epoch 1961 | loss: 0.0312224 | val_loss: 0.0312229 | Time: 2128.83 ms
[2022-04-11 11:51:58 main:574] : INFO : Epoch 1962 | loss: 0.0312203 | val_loss: 0.0312219 | Time: 2155.4 ms
[2022-04-11 11:52:00 main:574] : INFO : Epoch 1963 | loss: 0.0312185 | val_loss: 0.0312214 | Time: 2040.42 ms
[2022-04-11 11:52:02 main:574] : INFO : Epoch 1964 | loss: 0.0312205 | val_loss: 0.0312241 | Time: 2098.94 ms
[2022-04-11 11:52:04 main:574] : INFO : Epoch 1965 | loss: 0.0312174 | val_loss: 0.0312218 | Time: 2057.03 ms
[2022-04-11 11:52:06 main:574] : INFO : Epoch 1966 | loss: 0.0312163 | val_loss: 0.0312191 | Time: 2133.5 ms
[2022-04-11 11:52:09 main:574] : INFO : Epoch 1967 | loss: 0.0312152 | val_loss: 0.031219 | Time: 2160.13 ms
[2022-04-11 11:52:11 main:574] : INFO : Epoch 1968 | loss: 0.0312194 | val_loss: 0.0312185 | Time: 2108.3 ms
[2022-04-11 11:52:13 main:574] : INFO : Epoch 1969 | loss: 0.0312173 | val_loss: 0.0312187 | Time: 2102.19 ms
[2022-04-11 11:52:15 main:574] : INFO : Epoch 1970 | loss: 0.0312161 | val_loss: 0.0312181 | Time: 2247.12 ms
[2022-04-11 11:52:17 main:574] : INFO : Epoch 1971 | loss: 0.0312161 | val_loss: 0.0312182 | Time: 2005.14 ms
[2022-04-11 11:52:19 main:574] : INFO : Epoch 1972 | loss: 0.0312149 | val_loss: 0.0312188 | Time: 2048.48 ms
[2022-04-11 11:52:21 main:574] : INFO : Epoch 1973 | loss: 0.0312151 | val_loss: 0.0312183 | Time: 2016.48 ms
[2022-04-11 11:52:23 main:574] : INFO : Epoch 1974 | loss: 0.0312148 | val_loss: 0.0312213 | Time: 2065.82 ms
[2022-04-11 11:52:25 main:574] : INFO : Epoch 1975 | loss: 0.0312148 | val_loss: 0.0312166 | Time: 2075.59 ms
[2022-04-11 11:52:27 main:574] : INFO : Epoch 1976 | loss: 0.0312141 | val_loss: 0.0312177 | Time: 2090.33 ms
[2022-04-11 11:52:29 main:574] : INFO : Epoch 1977 | loss: 0.031214 | val_loss: 0.0312165 | Time: 2054.48 ms
[2022-04-11 11:52:32 main:574] : INFO : Epoch 1978 | loss: 0.0312163 | val_loss: 0.031226 | Time: 2091.56 ms
[2022-04-11 11:52:34 main:574] : INFO : Epoch 1979 | loss: 0.0312168 | val_loss: 0.0312166 | Time: 2023.17 ms
[2022-04-11 11:52:36 main:574] : INFO : Epoch 1980 | loss: 0.0312142 | val_loss: 0.0312165 | Time: 2034.59 ms
[2022-04-11 11:52:38 main:574] : INFO : Epoch 1981 | loss: 0.031213 | val_loss: 0.0312155 | Time: 2088.5 ms
[2022-04-11 11:52:40 main:574] : INFO : Epoch 1982 | loss: 0.0312127 | val_loss: 0.0312198 | Time: 2060.52 ms
[2022-04-11 11:52:42 main:574] : INFO : Epoch 1983 | loss: 0.0312132 | val_loss: 0.031215 | Time: 2112.38 ms
[2022-04-11 11:52:44 main:574] : INFO : Epoch 1984 | loss: 0.0312121 | val_loss: 0.0312171 | Time: 2165.45 ms
[2022-04-11 11:52:46 main:574] : INFO : Epoch 1985 | loss: 0.0312129 | val_loss: 0.0312147 | Time: 2069.91 ms
[2022-04-11 11:52:48 main:574] : INFO : Epoch 1986 | loss: 0.0312131 | val_loss: 0.0312151 | Time: 2075.69 ms
[2022-04-11 11:52:50 main:574] : INFO : Epoch 1987 | loss: 0.0312131 | val_loss: 0.0312153 | Time: 2044.19 ms
[2022-04-11 11:52:52 main:574] : INFO : Epoch 1988 | loss: 0.0312123 | val_loss: 0.0312156 | Time: 2023.04 ms
[2022-04-11 11:52:54 main:574] : INFO : Epoch 1989 | loss: 0.031214 | val_loss: 0.0312168 | Time: 2046.05 ms
[2022-04-11 11:52:56 main:574] : INFO : Epoch 1990 | loss: 0.0312156 | val_loss: 0.0312172 | Time: 2102.48 ms
[2022-04-11 11:52:58 main:574] : INFO : Epoch 1991 | loss: 0.0312151 | val_loss: 0.031217 | Time: 2064.36 ms
[2022-04-11 11:53:01 main:574] : INFO : Epoch 1992 | loss: 0.0312119 | val_loss: 0.0312157 | Time: 2067.9 ms
[2022-04-11 11:53:03 main:574] : INFO : Epoch 1993 | loss: 0.0312134 | val_loss: 0.0312201 | Time: 2110.96 ms
[2022-04-11 11:53:05 main:574] : INFO : Epoch 1994 | loss: 0.0312145 | val_loss: 0.0312186 | Time: 2069.65 ms
[2022-04-11 11:53:07 main:574] : INFO : Epoch 1995 | loss: 0.0312161 | val_loss: 0.031223 | Time: 2099.99 ms
[2022-04-11 11:53:09 main:574] : INFO : Epoch 1996 | loss: 0.0312109 | val_loss: 0.0312144 | Time: 2087.21 ms
[2022-04-11 11:53:11 main:574] : INFO : Epoch 1997 | loss: 0.0312108 | val_loss: 0.0312168 | Time: 2178.86 ms
[2022-04-11 11:53:13 main:574] : INFO : Epoch 1998 | loss: 0.0312118 | val_loss: 0.0312193 | Time: 1990.62 ms
[2022-04-11 11:53:15 main:574] : INFO : Epoch 1999 | loss: 0.031212 | val_loss: 0.0312144 | Time: 2254.73 ms
[2022-04-11 11:53:18 main:574] : INFO : Epoch 2000 | loss: 0.031209 | val_loss: 0.0312139 | Time: 2144.4 ms
[2022-04-11 11:53:20 main:574] : INFO : Epoch 2001 | loss: 0.0312121 | val_loss: 0.0312144 | Time: 2114.06 ms
[2022-04-11 11:53:22 main:574] : INFO : Epoch 2002 | loss: 0.0312085 | val_loss: 0.0312164 | Time: 2094.08 ms
[2022-04-11 11:53:24 main:574] : INFO : Epoch 2003 | loss: 0.0312116 | val_loss: 0.0312181 | Time: 2063.53 ms
[2022-04-11 11:53:26 main:574] : INFO : Epoch 2004 | loss: 0.031216 | val_loss: 0.0312168 | Time: 1986.76 ms
[2022-04-11 11:53:28 main:574] : INFO : Epoch 2005 | loss: 0.0312128 | val_loss: 0.0312172 | Time: 2052.68 ms
[2022-04-11 11:53:30 main:574] : INFO : Epoch 2006 | loss: 0.0312102 | val_loss: 0.0312135 | Time: 2031.72 ms
[2022-04-11 11:53:32 main:574] : INFO : Epoch 2007 | loss: 0.0312085 | val_loss: 0.031215 | Time: 2105.2 ms
[2022-04-11 11:53:34 main:574] : INFO : Epoch 2008 | loss: 0.0312083 | val_loss: 0.0312136 | Time: 2059.47 ms
[2022-04-11 11:53:36 main:574] : INFO : Epoch 2009 | loss: 0.031208 | val_loss: 0.0312138 | Time: 2122.75 ms
[2022-04-11 11:53:38 main:574] : INFO : Epoch 2010 | loss: 0.0312101 | val_loss: 0.031214 | Time: 2080.01 ms
[2022-04-11 11:53:40 main:574] : INFO : Epoch 2011 | loss: 0.0312085 | val_loss: 0.0312151 | Time: 2080.73 ms
[2022-04-11 11:53:42 main:574] : INFO : Epoch 2012 | loss: 0.0312095 | val_loss: 0.0312137 | Time: 2034.8 ms
[2022-04-11 11:53:44 main:574] : INFO : Epoch 2013 | loss: 0.0312078 | val_loss: 0.0312216 | Time: 2057.32 ms
[2022-04-11 11:53:47 main:574] : INFO : Epoch 2014 | loss: 0.0312094 | val_loss: 0.0312126 | Time: 2092.01 ms
[2022-04-11 11:53:49 main:574] : INFO : Epoch 2015 | loss: 0.0312088 | val_loss: 0.0312287 | Time: 2095.94 ms
[2022-04-11 11:53:51 main:574] : INFO : Epoch 2016 | loss: 0.0312155 | val_loss: 0.0312282 | Time: 2118.54 ms
[2022-04-11 11:53:53 main:574] : INFO : Epoch 2017 | loss: 0.031211 | val_loss: 0.0312176 | Time: 2043.52 ms
[2022-04-11 11:53:55 main:574] : INFO : Epoch 2018 | loss: 0.0312071 | val_loss: 0.0312127 | Time: 1971.59 ms
[2022-04-11 11:53:57 main:574] : INFO : Epoch 2019 | loss: 0.031207 | val_loss: 0.0312148 | Time: 2196.57 ms
[2022-04-11 11:53:59 main:574] : INFO : Epoch 2020 | loss: 0.0312114 | val_loss: 0.0312126 | Time: 2087.33 ms
[2022-04-11 11:54:01 main:574] : INFO : Epoch 2021 | loss: 0.0312094 | val_loss: 0.0312126 | Time: 2111.37 ms
[2022-04-11 11:54:03 main:574] : INFO : Epoch 2022 | loss: 0.0312075 | val_loss: 0.0312132 | Time: 2054.73 ms
[2022-04-11 11:54:05 main:574] : INFO : Epoch 2023 | loss: 0.031207 | val_loss: 0.0312126 | Time: 2067.81 ms
[2022-04-11 11:54:07 main:574] : INFO : Epoch 2024 | loss: 0.0312079 | val_loss: 0.031221 | Time: 1972.48 ms
[2022-04-11 11:54:09 main:574] : INFO : Epoch 2025 | loss: 0.0312088 | val_loss: 0.0312119 | Time: 2089.25 ms
[2022-04-11 11:54:11 main:574] : INFO : Epoch 2026 | loss: 0.0312069 | val_loss: 0.0312124 | Time: 2020.66 ms
[2022-04-11 11:54:14 main:574] : INFO : Epoch 2027 | loss: 0.0312074 | val_loss: 0.0312167 | Time: 2078.72 ms
[2022-04-11 11:54:16 main:574] : INFO : Epoch 2028 | loss: 0.0312142 | val_loss: 0.0312119 | Time: 2058.48 ms
[2022-04-11 11:54:18 main:574] : INFO : Epoch 2029 | loss: 0.0312072 | val_loss: 0.0312131 | Time: 2113.38 ms
[2022-04-11 11:54:20 main:574] : INFO : Epoch 2030 | loss: 0.0312066 | val_loss: 0.031212 | Time: 2069.92 ms
[2022-04-11 11:54:22 main:574] : INFO : Epoch 2031 | loss: 0.031207 | val_loss: 0.0312122 | Time: 2061.41 ms
[2022-04-11 11:54:24 main:574] : INFO : Epoch 2032 | loss: 0.0312111 | val_loss: 0.0312191 | Time: 2085.08 ms
[2022-04-11 11:54:26 main:574] : INFO : Epoch 2033 | loss: 0.0312072 | val_loss: 0.0312124 | Time: 2038.43 ms
[2022-04-11 11:54:28 main:574] : INFO : Epoch 2034 | loss: 0.0312069 | val_loss: 0.031215 | Time: 2118.18 ms
[2022-04-11 11:54:30 main:574] : INFO : Epoch 2035 | loss: 0.0312076 | val_loss: 0.0312116 | Time: 2090.49 ms
[2022-04-11 11:54:32 main:574] : INFO : Epoch 2036 | loss: 0.0312054 | val_loss: 0.0312159 | Time: 2077.6 ms
[2022-04-11 11:54:34 main:574] : INFO : Epoch 2037 | loss: 0.0312098 | val_loss: 0.031218 | Time: 2053.35 ms
[2022-04-11 11:54:36 main:574] : INFO : Epoch 2038 | loss: 0.0312147 | val_loss: 0.0312241 | Time: 1989.74 ms
[2022-04-11 11:54:38 main:574] : INFO : Epoch 2039 | loss: 0.0312155 | val_loss: 0.031213 | Time: 2024.97 ms
[2022-04-11 11:54:40 main:574] : INFO : Epoch 2040 | loss: 0.0312088 | val_loss: 0.031216 | Time: 2085.51 ms
[2022-04-11 11:54:43 main:574] : INFO : Epoch 2041 | loss: 0.0312073 | val_loss: 0.0312116 | Time: 2107.93 ms
[2022-04-11 11:54:45 main:574] : INFO : Epoch 2042 | loss: 0.031207 | val_loss: 0.0312122 | Time: 2058.89 ms
[2022-04-11 11:54:47 main:574] : INFO : Epoch 2043 | loss: 0.0312052 | val_loss: 0.0312126 | Time: 2063.35 ms
[2022-04-11 11:54:49 main:574] : INFO : Epoch 2044 | loss: 0.0312065 | val_loss: 0.0312108 | Time: 2017.91 ms
[2022-04-11 11:54:51 main:574] : INFO : Epoch 2045 | loss: 0.031206 | val_loss: 0.0312159 | Time: 2085.4 ms
[2022-04-11 11:54:53 main:574] : INFO : Epoch 2046 | loss: 0.0312097 | val_loss: 0.0312178 | Time: 2115.6 ms
[2022-04-11 11:54:55 main:574] : INFO : Epoch 2047 | loss: 0.0312076 | val_loss: 0.0312109 | Time: 2184.95 ms
[2022-04-11 11:54:57 main:574] : INFO : Epoch 2048 | loss: 0.0312057 | val_loss: 0.0312121 | Time: 2092.24 ms
[2022-04-11 11:54:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312121
[2022-04-11 11:54:57 main:603] : INFO : Saving end state to config to file
[2022-04-11 11:54:57 main:608] : INFO : Success, exiting..
11:54:57 (19924): 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)