Task 14624181
| Name | ParityModified-1647047135-6006-3-0_1 |
| Workunit | 11617330 |
| Created | 18 Apr 2022, 22:11:07 UTC |
| Sent | 18 Apr 2022, 22:11:27 UTC |
| Report deadline | 26 Apr 2022, 22:11:27 UTC |
| Received | 19 Apr 2022, 3:24:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 16 min 48 sec |
| CPU time | 1 hours 12 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311135 | val_loss: 0.0311286 | Time: 2306.79 ms
[2022-04-19 05:05:53 main:574] : INFO : Epoch 1543 | loss: 0.0311142 | val_loss: 0.0311291 | Time: 2148.58 ms
[2022-04-19 05:05:55 main:574] : INFO : Epoch 1544 | loss: 0.031113 | val_loss: 0.0311314 | Time: 2154.6 ms
[2022-04-19 05:05:57 main:574] : INFO : Epoch 1545 | loss: 0.0311147 | val_loss: 0.0311308 | Time: 2141.73 ms
[2022-04-19 05:06:00 main:574] : INFO : Epoch 1546 | loss: 0.0311148 | val_loss: 0.0311361 | Time: 2178.47 ms
[2022-04-19 05:06:02 main:574] : INFO : Epoch 1547 | loss: 0.0311177 | val_loss: 0.0311347 | Time: 2095.15 ms
[2022-04-19 05:06:04 main:574] : INFO : Epoch 1548 | loss: 0.0311168 | val_loss: 0.0311288 | Time: 2148.45 ms
[2022-04-19 05:06:06 main:574] : INFO : Epoch 1549 | loss: 0.0311147 | val_loss: 0.0311307 | Time: 2168.07 ms
[2022-04-19 05:06:08 main:574] : INFO : Epoch 1550 | loss: 0.0311136 | val_loss: 0.0311298 | Time: 2149.7 ms
[2022-04-19 05:06:11 main:574] : INFO : Epoch 1551 | loss: 0.0311124 | val_loss: 0.0311275 | Time: 2151.01 ms
[2022-04-19 05:06:13 main:574] : INFO : Epoch 1552 | loss: 0.0311138 | val_loss: 0.0311317 | Time: 2134.53 ms
[2022-04-19 05:06:15 main:574] : INFO : Epoch 1553 | loss: 0.0311132 | val_loss: 0.0311319 | Time: 2121.6 ms
[2022-04-19 05:06:17 main:574] : INFO : Epoch 1554 | loss: 0.0311124 | val_loss: 0.0311335 | Time: 2128.07 ms
[2022-04-19 05:06:19 main:574] : INFO : Epoch 1555 | loss: 0.0311129 | val_loss: 0.0311341 | Time: 2143.53 ms
[2022-04-19 05:06:21 main:574] : INFO : Epoch 1556 | loss: 0.0311127 | val_loss: 0.0311281 | Time: 2126.2 ms
[2022-04-19 05:06:24 main:574] : INFO : Epoch 1557 | loss: 0.0311124 | val_loss: 0.0311289 | Time: 2121.3 ms
[2022-04-19 05:06:26 main:574] : INFO : Epoch 1558 | loss: 0.0311131 | val_loss: 0.0311303 | Time: 2131.32 ms
[2022-04-19 05:06:28 main:574] : INFO : Epoch 1559 | loss: 0.0311117 | val_loss: 0.0311298 | Time: 2127.36 ms
[2022-04-19 05:06:30 main:574] : INFO : Epoch 1560 | loss: 0.0311125 | val_loss: 0.0311329 | Time: 2128.52 ms
[2022-04-19 05:06:32 main:574] : INFO : Epoch 1561 | loss: 0.0311171 | val_loss: 0.0311458 | Time: 2156.97 ms
[2022-04-19 05:06:35 main:574] : INFO : Epoch 1562 | loss: 0.0311161 | val_loss: 0.0311305 | Time: 2128.8 ms
[2022-04-19 05:06:37 main:574] : INFO : Epoch 1563 | loss: 0.0311123 | val_loss: 0.0311295 | Time: 2141.99 ms
[2022-04-19 05:06:39 main:574] : INFO : Epoch 1564 | loss: 0.0311138 | val_loss: 0.0311274 | Time: 2142.68 ms
[2022-04-19 05:06:41 main:574] : INFO : Epoch 1565 | loss: 0.0311141 | val_loss: 0.0311325 | Time: 2135.13 ms
[2022-04-19 05:06:43 main:574] : INFO : Epoch 1566 | loss: 0.0311147 | val_loss: 0.0311328 | Time: 2106.47 ms
[2022-04-19 05:06:46 main:574] : INFO : Epoch 1567 | loss: 0.0311128 | val_loss: 0.03113 | Time: 2111.98 ms
[2022-04-19 05:06:48 main:574] : INFO : Epoch 1568 | loss: 0.0311121 | val_loss: 0.0311279 | Time: 2155.53 ms
[2022-04-19 05:06:50 main:574] : INFO : Epoch 1569 | loss: 0.0311135 | val_loss: 0.03113 | Time: 2105.58 ms
[2022-04-19 05:06:52 main:574] : INFO : Epoch 1570 | loss: 0.031123 | val_loss: 0.0311358 | Time: 2161.26 ms
[2022-04-19 05:06:54 main:574] : INFO : Epoch 1571 | loss: 0.031124 | val_loss: 0.03114 | Time: 2090.09 ms
[2022-04-19 05:06:56 main:574] : INFO : Epoch 1572 | loss: 0.0311221 | val_loss: 0.0311341 | Time: 2128.79 ms
[2022-04-19 05:06:59 main:574] : INFO : Epoch 1573 | loss: 0.0311212 | val_loss: 0.0311355 | Time: 2150.65 ms
[2022-04-19 05:07:01 main:574] : INFO : Epoch 1574 | loss: 0.0311194 | val_loss: 0.0311281 | Time: 2182.38 ms
[2022-04-19 05:07:03 main:574] : INFO : Epoch 1575 | loss: 0.0311161 | val_loss: 0.0311303 | Time: 2118.13 ms
[2022-04-19 05:07:05 main:574] : INFO : Epoch 1576 | loss: 0.0311165 | val_loss: 0.0311324 | Time: 2127.11 ms
[2022-04-19 05:07:07 main:574] : INFO : Epoch 1577 | loss: 0.031117 | val_loss: 0.0311316 | Time: 2095.62 ms
[2022-04-19 05:07:10 main:574] : INFO : Epoch 1578 | loss: 0.0311163 | val_loss: 0.0311337 | Time: 2161.84 ms
[2022-04-19 05:07:12 main:574] : INFO : Epoch 1579 | loss: 0.0311183 | val_loss: 0.0311338 | Time: 2143.51 ms
[2022-04-19 05:07:14 main:574] : INFO : Epoch 1580 | loss: 0.0311189 | val_loss: 0.0311322 | Time: 2134.51 ms
[2022-04-19 05:07:16 main:574] : INFO : Epoch 1581 | loss: 0.0311166 | val_loss: 0.031132 | Time: 2154.15 ms
[2022-04-19 05:07:19 main:574] : INFO : Epoch 1582 | loss: 0.0311186 | val_loss: 0.0311271 | Time: 2163.33 ms
[2022-04-19 05:07:21 main:574] : INFO : Epoch 1583 | loss: 0.0311185 | val_loss: 0.0311267 | Time: 2233.22 ms
[2022-04-19 05:07:23 main:574] : INFO : Epoch 1584 | loss: 0.0311159 | val_loss: 0.0311256 | Time: 2137.38 ms
[2022-04-19 05:07:25 main:574] : INFO : Epoch 1585 | loss: 0.0311136 | val_loss: 0.0311258 | Time: 2150.71 ms
[2022-04-19 05:07:28 main:574] : INFO : Epoch 1586 | loss: 0.0311123 | val_loss: 0.0311266 | Time: 2141.52 ms
[2022-04-19 05:07:30 main:574] : INFO : Epoch 1587 | loss: 0.0311113 | val_loss: 0.0311264 | Time: 2157.57 ms
[2022-04-19 05:07:32 main:574] : INFO : Epoch 1588 | loss: 0.0311113 | val_loss: 0.0311253 | Time: 2169.54 ms
[2022-04-19 05:07:34 main:574] : INFO : Epoch 1589 | loss: 0.031111 | val_loss: 0.0311294 | Time: 2147.04 ms
[2022-04-19 05:07:37 main:574] : INFO : Epoch 1590 | loss: 0.0311105 | val_loss: 0.0311272 | Time: 2141.22 ms
[2022-04-19 05:07:39 main:574] : INFO : Epoch 1591 | loss: 0.0311099 | val_loss: 0.0311254 | Time: 2205.18 ms
[2022-04-19 05:07:41 main:574] : INFO : Epoch 1592 | loss: 0.0311141 | val_loss: 0.0311329 | Time: 2145.57 ms
[2022-04-19 05:07:44 main:574] : INFO : Epoch 1593 | loss: 0.0311109 | val_loss: 0.0311253 | Time: 2175.93 ms
[2022-04-19 05:07:46 main:574] : INFO : Epoch 1594 | loss: 0.0311113 | val_loss: 0.031127 | Time: 2148.37 ms
[2022-04-19 05:07:48 main:574] : INFO : Epoch 1595 | loss: 0.0311111 | val_loss: 0.0311257 | Time: 2149.82 ms
[2022-04-19 05:07:50 main:574] : INFO : Epoch 1596 | loss: 0.0311154 | val_loss: 0.0311352 | Time: 2153.53 ms
[2022-04-19 05:07:53 main:574] : INFO : Epoch 1597 | loss: 0.0311138 | val_loss: 0.0311265 | Time: 2126.16 ms
[2022-04-19 05:07:55 main:574] : INFO : Epoch 1598 | loss: 0.0311116 | val_loss: 0.0311256 | Time: 2129.18 ms
[2022-04-19 05:07:57 main:574] : INFO : Epoch 1599 | loss: 0.0311134 | val_loss: 0.0311322 | Time: 2122.03 ms
[2022-04-19 05:07:59 main:574] : INFO : Epoch 1600 | loss: 0.0311125 | val_loss: 0.0311343 | Time: 2145.77 ms
[2022-04-19 05:08:01 main:574] : INFO : Epoch 1601 | loss: 0.0311119 | val_loss: 0.0311259 | Time: 2141.3 ms
[2022-04-19 05:08:03 main:574] : INFO : Epoch 1602 | loss: 0.0311091 | val_loss: 0.03113 | Time: 2101.62 ms
[2022-04-19 05:08:06 main:574] : INFO : Epoch 1603 | loss: 0.0311108 | val_loss: 0.0311307 | Time: 2126.4 ms
[2022-04-19 05:08:08 main:574] : INFO : Epoch 1604 | loss: 0.0311123 | val_loss: 0.0311293 | Time: 2119.38 ms
[2022-04-19 05:08:10 main:574] : INFO : Epoch 1605 | loss: 0.0311125 | val_loss: 0.0311319 | Time: 2144.07 ms
[2022-04-19 05:08:12 main:574] : INFO : Epoch 1606 | loss: 0.0311141 | val_loss: 0.0311332 | Time: 2108.41 ms
[2022-04-19 05:08:14 main:574] : INFO : Epoch 1607 | loss: 0.0311133 | val_loss: 0.0311269 | Time: 2117.28 ms
[2022-04-19 05:08:17 main:574] : INFO : Epoch 1608 | loss: 0.0311161 | val_loss: 0.0311382 | Time: 2132.58 ms
[2022-04-19 05:08:19 main:574] : INFO : Epoch 1609 | loss: 0.0311244 | val_loss: 0.0311257 | Time: 2139.08 ms
[2022-04-19 05:08:21 main:574] : INFO : Epoch 1610 | loss: 0.0311167 | val_loss: 0.0311308 | Time: 2159.77 ms
[2022-04-19 05:08:23 main:574] : INFO : Epoch 1611 | loss: 0.0311142 | val_loss: 0.0311252 | Time: 2142.16 ms
[2022-04-19 05:08:25 main:574] : INFO : Epoch 1612 | loss: 0.0311131 | val_loss: 0.0311277 | Time: 2094.96 ms
[2022-04-19 05:08:28 main:574] : INFO : Epoch 1613 | loss: 0.031114 | val_loss: 0.0311258 | Time: 2118.95 ms
[2022-04-19 05:08:30 main:574] : INFO : Epoch 1614 | loss: 0.0311153 | val_loss: 0.0311255 | Time: 2167.36 ms
[2022-04-19 05:08:32 main:574] : INFO : Epoch 1615 | loss: 0.031113 | val_loss: 0.0311231 | Time: 2151.07 ms
[2022-04-19 05:08:34 main:574] : INFO : Epoch 1616 | loss: 0.0311117 | val_loss: 0.0311257 | Time: 2140.23 ms
[2022-04-19 05:08:36 main:574] : INFO : Epoch 1617 | loss: 0.0311113 | val_loss: 0.0311243 | Time: 2112.64 ms
[2022-04-19 05:08:39 main:574] : INFO : Epoch 1618 | loss: 0.0311133 | val_loss: 0.0311266 | Time: 2129.71 ms
[2022-04-19 05:08:41 main:574] : INFO : Epoch 1619 | loss: 0.0311122 | val_loss: 0.0311265 | Time: 2151.83 ms
[2022-04-19 05:08:43 main:574] : INFO : Epoch 1620 | loss: 0.0311112 | val_loss: 0.0311299 | Time: 2138 ms
[2022-04-19 05:08:45 main:574] : INFO : Epoch 1621 | loss: 0.0311144 | val_loss: 0.0311302 | Time: 2160.27 ms
[2022-04-19 05:08:47 main:574] : INFO : Epoch 1622 | loss: 0.0311133 | val_loss: 0.0311266 | Time: 2120.47 ms
[2022-04-19 05:08:49 main:574] : INFO : Epoch 1623 | loss: 0.0311108 | val_loss: 0.0311294 | Time: 2145.57 ms
[2022-04-19 05:08:52 main:574] : INFO : Epoch 1624 | loss: 0.0311132 | val_loss: 0.0311332 | Time: 2127.2 ms
[2022-04-19 05:08:54 main:574] : INFO : Epoch 1625 | loss: 0.0311146 | val_loss: 0.0311282 | Time: 2120.49 ms
[2022-04-19 05:08:56 main:574] : INFO : Epoch 1626 | loss: 0.0311155 | val_loss: 0.0311299 | Time: 2104.52 ms
[2022-04-19 05:08:58 main:574] : INFO : Epoch 1627 | loss: 0.0311119 | val_loss: 0.0311272 | Time: 2132.61 ms
[2022-04-19 05:09:00 main:574] : INFO : Epoch 1628 | loss: 0.0311114 | val_loss: 0.0311291 | Time: 2141.53 ms
[2022-04-19 05:09:03 main:574] : INFO : Epoch 1629 | loss: 0.031112 | val_loss: 0.031129 | Time: 2159.36 ms
[2022-04-19 05:09:05 main:574] : INFO : Epoch 1630 | loss: 0.0311128 | val_loss: 0.0311271 | Time: 2098.76 ms
[2022-04-19 05:09:07 main:574] : INFO : Epoch 1631 | loss: 0.0311136 | val_loss: 0.0311365 | Time: 2136.88 ms
[2022-04-19 05:09:09 main:574] : INFO : Epoch 1632 | loss: 0.0311215 | val_loss: 0.0311329 | Time: 2150.66 ms
[2022-04-19 05:09:11 main:574] : INFO : Epoch 1633 | loss: 0.031117 | val_loss: 0.03113 | Time: 2114.04 ms
[2022-04-19 05:09:13 main:574] : INFO : Epoch 1634 | loss: 0.0311185 | val_loss: 0.0311324 | Time: 2135.28 ms
[2022-04-19 05:09:16 main:574] : INFO : Epoch 1635 | loss: 0.0311197 | val_loss: 0.0311353 | Time: 2111.28 ms
[2022-04-19 05:09:18 main:574] : INFO : Epoch 1636 | loss: 0.0311245 | val_loss: 0.0311266 | Time: 2153.74 ms
[2022-04-19 05:09:20 main:574] : INFO : Epoch 1637 | loss: 0.0311162 | val_loss: 0.0311322 | Time: 2117 ms
[2022-04-19 05:09:22 main:574] : INFO : Epoch 1638 | loss: 0.0311166 | val_loss: 0.0311306 | Time: 2144.6 ms
[2022-04-19 05:09:24 main:574] : INFO : Epoch 1639 | loss: 0.031115 | val_loss: 0.0311358 | Time: 2144.02 ms
[2022-04-19 05:09:27 main:574] : INFO : Epoch 1640 | loss: 0.0311148 | val_loss: 0.031134 | Time: 2154.22 ms
[2022-04-19 05:09:29 main:574] : INFO : Epoch 1641 | loss: 0.0311143 | val_loss: 0.0311324 | Time: 2095.61 ms
[2022-04-19 05:09:31 main:574] : INFO : Epoch 1642 | loss: 0.0311152 | val_loss: 0.0311319 | Time: 2101.47 ms
[2022-04-19 05:09:33 main:574] : INFO : Epoch 1643 | loss: 0.0311174 | val_loss: 0.0311342 | Time: 2130.24 ms
[2022-04-19 05:09:35 main:574] : INFO : Epoch 1644 | loss: 0.031117 | val_loss: 0.0311319 | Time: 2127.07 ms
[2022-04-19 05:09:37 main:574] : INFO : Epoch 1645 | loss: 0.0311151 | val_loss: 0.0311316 | Time: 2164.73 ms
[2022-04-19 05:09:40 main:574] : INFO : Epoch 1646 | loss: 0.0311164 | val_loss: 0.031129 | Time: 2148.74 ms
[2022-04-19 05:09:42 main:574] : INFO : Epoch 1647 | loss: 0.0311137 | val_loss: 0.0311311 | Time: 2149.42 ms
[2022-04-19 05:09:44 main:574] : INFO : Epoch 1648 | loss: 0.0311157 | val_loss: 0.0311376 | Time: 2117.77 ms
[2022-04-19 05:09:46 main:574] : INFO : Epoch 1649 | loss: 0.0311154 | val_loss: 0.0311386 | Time: 2094.44 ms
[2022-04-19 05:09:48 main:574] : INFO : Epoch 1650 | loss: 0.0311233 | val_loss: 0.031138 | Time: 2102.49 ms
[2022-04-19 05:09:51 main:574] : INFO : Epoch 1651 | loss: 0.0311247 | val_loss: 0.0311366 | Time: 2120.26 ms
[2022-04-19 05:09:53 main:574] : INFO : Epoch 1652 | loss: 0.0311217 | val_loss: 0.0311435 | Time: 2143.61 ms
[2022-04-19 05:09:55 main:574] : INFO : Epoch 1653 | loss: 0.0311258 | val_loss: 0.0311369 | Time: 2134.16 ms
[2022-04-19 05:09:57 main:574] : INFO : Epoch 1654 | loss: 0.0311278 | val_loss: 0.0311392 | Time: 2106.7 ms
[2022-04-19 05:09:59 main:574] : INFO : Epoch 1655 | loss: 0.0311274 | val_loss: 0.0311372 | Time: 2140.59 ms
[2022-04-19 05:10:02 main:574] : INFO : Epoch 1656 | loss: 0.0311251 | val_loss: 0.0311366 | Time: 2179.71 ms
[2022-04-19 05:10:04 main:574] : INFO : Epoch 1657 | loss: 0.0311224 | val_loss: 0.031131 | Time: 2125.22 ms
[2022-04-19 05:10:06 main:574] : INFO : Epoch 1658 | loss: 0.0311223 | val_loss: 0.0311325 | Time: 2135.74 ms
[2022-04-19 05:10:08 main:574] : INFO : Epoch 1659 | loss: 0.0311209 | val_loss: 0.0311369 | Time: 2121.63 ms
[2022-04-19 05:10:10 main:574] : INFO : Epoch 1660 | loss: 0.0311212 | val_loss: 0.0311341 | Time: 2130.92 ms
[2022-04-19 05:10:13 main:574] : INFO : Epoch 1661 | loss: 0.0311205 | val_loss: 0.0311302 | Time: 2169.42 ms
[2022-04-19 05:10:15 main:574] : INFO : Epoch 1662 | loss: 0.0311178 | val_loss: 0.0311319 | Time: 2141.27 ms
[2022-04-19 05:10:17 main:574] : INFO : Epoch 1663 | loss: 0.0311137 | val_loss: 0.031133 | Time: 2150.52 ms
[2022-04-19 05:10:19 main:574] : INFO : Epoch 1664 | loss: 0.031121 | val_loss: 0.031133 | Time: 2134.47 ms
[2022-04-19 05:10:21 main:574] : INFO : Epoch 1665 | loss: 0.0311213 | val_loss: 0.0311329 | Time: 2141.77 ms
[2022-04-19 05:10:24 main:574] : INFO : Epoch 1666 | loss: 0.0311202 | val_loss: 0.0311399 | Time: 2162.14 ms
[2022-04-19 05:10:26 main:574] : INFO : Epoch 1667 | loss: 0.0311217 | val_loss: 0.0311304 | Time: 2157.28 ms
[2022-04-19 05:10:28 main:574] : INFO : Epoch 1668 | loss: 0.0311204 | val_loss: 0.0311353 | Time: 2142.01 ms
[2022-04-19 05:10:30 main:574] : INFO : Epoch 1669 | loss: 0.0311174 | val_loss: 0.0311329 | Time: 2142.92 ms
[2022-04-19 05:10:33 main:574] : INFO : Epoch 1670 | loss: 0.0311178 | val_loss: 0.031131 | Time: 2176.41 ms
[2022-04-19 05:10:35 main:574] : INFO : Epoch 1671 | loss: 0.0311153 | val_loss: 0.0311336 | Time: 2171.59 ms
[2022-04-19 05:10:37 main:574] : INFO : Epoch 1672 | loss: 0.0311147 | val_loss: 0.0311334 | Time: 2173.59 ms
[2022-04-19 05:10:39 main:574] : INFO : Epoch 1673 | loss: 0.0311149 | val_loss: 0.0311335 | Time: 2152.49 ms
[2022-04-19 05:10:42 main:574] : INFO : Epoch 1674 | loss: 0.0311153 | val_loss: 0.0311309 | Time: 2152.16 ms
[2022-04-19 05:10:44 main:574] : INFO : Epoch 1675 | loss: 0.0311133 | val_loss: 0.0311299 | Time: 2180.56 ms
[2022-04-19 05:10:46 main:574] : INFO : Epoch 1676 | loss: 0.0311138 | val_loss: 0.0311315 | Time: 2172.88 ms
[2022-04-19 05:10:48 main:574] : INFO : Epoch 1677 | loss: 0.031116 | val_loss: 0.031131 | Time: 2172.3 ms
[2022-04-19 05:10:50 main:574] : INFO : Epoch 1678 | loss: 0.0311212 | val_loss: 0.0311312 | Time: 2173.81 ms
[2022-04-19 05:10:53 main:574] : INFO : Epoch 1679 | loss: 0.0311265 | val_loss: 0.031135 | Time: 2156.54 ms
[2022-04-19 05:10:55 main:574] : INFO : Epoch 1680 | loss: 0.0311297 | val_loss: 0.0311511 | Time: 2159.16 ms
[2022-04-19 05:10:57 main:574] : INFO : Epoch 1681 | loss: 0.0311169 | val_loss: 0.031133 | Time: 2137.05 ms
[2022-04-19 05:10:59 main:574] : INFO : Epoch 1682 | loss: 0.0311121 | val_loss: 0.031131 | Time: 2159.8 ms
[2022-04-19 05:11:02 main:574] : INFO : Epoch 1683 | loss: 0.0311135 | val_loss: 0.0311319 | Time: 2150.5 ms
[2022-04-19 05:11:04 main:574] : INFO : Epoch 1684 | loss: 0.0311168 | val_loss: 0.0311292 | Time: 2129.67 ms
[2022-04-19 05:11:06 main:574] : INFO : Epoch 1685 | loss: 0.0311148 | val_loss: 0.0311299 | Time: 2146.18 ms
[2022-04-19 05:11:08 main:574] : INFO : Epoch 1686 | loss: 0.0311147 | val_loss: 0.0311306 | Time: 2128.77 ms
[2022-04-19 05:11:10 main:574] : INFO : Epoch 1687 | loss: 0.0311148 | val_loss: 0.0311318 | Time: 2157.29 ms
[2022-04-19 05:11:13 main:574] : INFO : Epoch 1688 | loss: 0.0311167 | val_loss: 0.0311326 | Time: 2118.83 ms
[2022-04-19 05:11:15 main:574] : INFO : Epoch 1689 | loss: 0.0311174 | val_loss: 0.0311332 | Time: 2125.58 ms
[2022-04-19 05:11:17 main:574] : INFO : Epoch 1690 | loss: 0.0311174 | val_loss: 0.0311305 | Time: 2135.08 ms
[2022-04-19 05:11:19 main:574] : INFO : Epoch 1691 | loss: 0.0311157 | val_loss: 0.0311327 | Time: 2149.08 ms
[2022-04-19 05:11:21 main:574] : INFO : Epoch 1692 | loss: 0.0311202 | val_loss: 0.031136 | Time: 2136.74 ms
[2022-04-19 05:11:23 main:574] : INFO : Epoch 1693 | loss: 0.0311185 | val_loss: 0.0311358 | Time: 2169.49 ms
[2022-04-19 05:11:26 main:574] : INFO : Epoch 1694 | loss: 0.0311189 | val_loss: 0.0311332 | Time: 2128.12 ms
[2022-04-19 05:11:28 main:574] : INFO : Epoch 1695 | loss: 0.03112 | val_loss: 0.0311328 | Time: 2134.13 ms
[2022-04-19 05:11:30 main:574] : INFO : Epoch 1696 | loss: 0.0311213 | val_loss: 0.0311355 | Time: 2307.38 ms
[2022-04-19 05:11:32 main:574] : INFO : Epoch 1697 | loss: 0.0311228 | val_loss: 0.0311309 | Time: 2135.16 ms
[2022-04-19 05:11:35 main:574] : INFO : Epoch 1698 | loss: 0.0311192 | val_loss: 0.0311361 | Time: 2154.83 ms
[2022-04-19 05:11:37 main:574] : INFO : Epoch 1699 | loss: 0.0311171 | val_loss: 0.0311321 | Time: 2160.84 ms
[2022-04-19 05:11:39 main:574] : INFO : Epoch 1700 | loss: 0.0311144 | val_loss: 0.0311325 | Time: 2151.85 ms
[2022-04-19 05:11:41 main:574] : INFO : Epoch 1701 | loss: 0.0311135 | val_loss: 0.0311313 | Time: 2121.84 ms
[2022-04-19 05:11:43 main:574] : INFO : Epoch 1702 | loss: 0.0311131 | val_loss: 0.0311279 | Time: 2128.69 ms
[2022-04-19 05:11:46 main:574] : INFO : Epoch 1703 | loss: 0.0311154 | val_loss: 0.0311327 | Time: 2164.35 ms
[2022-04-19 05:11:48 main:574] : INFO : Epoch 1704 | loss: 0.0311199 | val_loss: 0.031132 | Time: 2113.92 ms
[2022-04-19 05:11:50 main:574] : INFO : Epoch 1705 | loss: 0.0311162 | val_loss: 0.0311337 | Time: 2113.51 ms
[2022-04-19 05:11:52 main:574] : INFO : Epoch 1706 | loss: 0.0311144 | val_loss: 0.0311278 | Time: 2137.41 ms
[2022-04-19 05:11:55 main:574] : INFO : Epoch 1707 | loss: 0.0311138 | val_loss: 0.0311312 | Time: 2256.83 ms
[2022-04-19 05:11:57 main:574] : INFO : Epoch 1708 | loss: 0.0311133 | val_loss: 0.031131 | Time: 2159.28 ms
[2022-04-19 05:11:59 main:574] : INFO : Epoch 1709 | loss: 0.031114 | val_loss: 0.0311285 | Time: 2118.27 ms
[2022-04-19 05:12:01 main:574] : INFO : Epoch 1710 | loss: 0.0311143 | val_loss: 0.0311341 | Time: 2153.14 ms
[2022-04-19 05:12:03 main:574] : INFO : Epoch 1711 | loss: 0.0311159 | val_loss: 0.0311305 | Time: 2128.39 ms
[2022-04-19 05:12:05 main:574] : INFO : Epoch 1712 | loss: 0.0311169 | val_loss: 0.0311262 | Time: 2153.71 ms
[2022-04-19 05:12:08 main:574] : INFO : Epoch 1713 | loss: 0.0311152 | val_loss: 0.0311325 | Time: 2121.85 ms
[2022-04-19 05:12:10 main:574] : INFO : Epoch 1714 | loss: 0.031115 | val_loss: 0.0311299 | Time: 2175.4 ms
[2022-04-19 05:12:12 main:574] : INFO : Epoch 1715 | loss: 0.0311154 | val_loss: 0.0311292 | Time: 2117.79 ms
[2022-04-19 05:12:14 main:574] : INFO : Epoch 1716 | loss: 0.0311147 | val_loss: 0.0311288 | Time: 2138.25 ms
[2022-04-19 05:12:16 main:574] : INFO : Epoch 1717 | loss: 0.0311122 | val_loss: 0.0311296 | Time: 2141.73 ms
[2022-04-19 05:12:19 main:574] : INFO : Epoch 1718 | loss: 0.0311132 | val_loss: 0.0311289 | Time: 2120.3 ms
[2022-04-19 05:12:21 main:574] : INFO : Epoch 1719 | loss: 0.0311117 | val_loss: 0.0311278 | Time: 2135.43 ms
[2022-04-19 05:12:23 main:574] : INFO : Epoch 1720 | loss: 0.0311128 | val_loss: 0.0311338 | Time: 2104.62 ms
[2022-04-19 05:12:25 main:574] : INFO : Epoch 1721 | loss: 0.0311136 | val_loss: 0.0311285 | Time: 2144.82 ms
[2022-04-19 05:12:28 main:574] : INFO : Epoch 1722 | loss: 0.0311125 | val_loss: 0.0311362 | Time: 2150.84 ms
[2022-04-19 05:12:30 main:574] : INFO : Epoch 1723 | loss: 0.0311155 | val_loss: 0.0311349 | Time: 2158.77 ms
[2022-04-19 05:12:32 main:574] : INFO : Epoch 1724 | loss: 0.0311137 | val_loss: 0.0311336 | Time: 2170.07 ms
[2022-04-19 05:12:34 main:574] : INFO : Epoch 1725 | loss: 0.0311175 | val_loss: 0.0311379 | Time: 2128.96 ms
[2022-04-19 05:12:37 main:574] : INFO : Epoch 1726 | loss: 0.031119 | val_loss: 0.0311406 | Time: 2166.5 ms
[2022-04-19 05:12:39 main:574] : INFO : Epoch 1727 | loss: 0.0311165 | val_loss: 0.0311374 | Time: 2130.91 ms
[2022-04-19 05:12:41 main:574] : INFO : Epoch 1728 | loss: 0.0311128 | val_loss: 0.0311309 | Time: 2151.66 ms
[2022-04-19 05:12:43 main:574] : INFO : Epoch 1729 | loss: 0.0311133 | val_loss: 0.0311332 | Time: 2134.61 ms
[2022-04-19 05:12:45 main:574] : INFO : Epoch 1730 | loss: 0.0311196 | val_loss: 0.0311417 | Time: 2113.44 ms
[2022-04-19 05:12:47 main:574] : INFO : Epoch 1731 | loss: 0.0311185 | val_loss: 0.0311339 | Time: 2157.66 ms
[2022-04-19 05:12:50 main:574] : INFO : Epoch 1732 | loss: 0.0311158 | val_loss: 0.0311324 | Time: 2159.9 ms
[2022-04-19 05:12:52 main:574] : INFO : Epoch 1733 | loss: 0.0311156 | val_loss: 0.0311367 | Time: 2145.01 ms
[2022-04-19 05:12:54 main:574] : INFO : Epoch 1734 | loss: 0.0311155 | val_loss: 0.031139 | Time: 2158.43 ms
[2022-04-19 05:12:56 main:574] : INFO : Epoch 1735 | loss: 0.0311153 | val_loss: 0.0311377 | Time: 2135.78 ms
[2022-04-19 05:12:58 main:574] : INFO : Epoch 1736 | loss: 0.0311152 | val_loss: 0.0311341 | Time: 2130.18 ms
[2022-04-19 05:13:01 main:574] : INFO : Epoch 1737 | loss: 0.0311199 | val_loss: 0.0311397 | Time: 2228.36 ms
[2022-04-19 05:13:03 main:574] : INFO : Epoch 1738 | loss: 0.0311182 | val_loss: 0.0311423 | Time: 2119.66 ms
[2022-04-19 05:13:05 main:574] : INFO : Epoch 1739 | loss: 0.0311166 | val_loss: 0.0311342 | Time: 2142.52 ms
[2022-04-19 05:13:07 main:574] : INFO : Epoch 1740 | loss: 0.0311155 | val_loss: 0.0311421 | Time: 2152.83 ms
[2022-04-19 05:13:10 main:574] : INFO : Epoch 1741 | loss: 0.0311164 | val_loss: 0.031135 | Time: 2151.04 ms
[2022-04-19 05:13:12 main:574] : INFO : Epoch 1742 | loss: 0.0311167 | val_loss: 0.0311317 | Time: 2109.57 ms
[2022-04-19 05:13:14 main:574] : INFO : Epoch 1743 | loss: 0.0311124 | val_loss: 0.0311336 | Time: 2089.3 ms
[2022-04-19 05:13:16 main:574] : INFO : Epoch 1744 | loss: 0.0311119 | val_loss: 0.0311322 | Time: 2140.57 ms
[2022-04-19 05:13:18 main:574] : INFO : Epoch 1745 | loss: 0.0311133 | val_loss: 0.0311274 | Time: 2150.46 ms
[2022-04-19 05:13:20 main:574] : INFO : Epoch 1746 | loss: 0.0311128 | val_loss: 0.0311349 | Time: 2117.63 ms
[2022-04-19 05:13:23 main:574] : INFO : Epoch 1747 | loss: 0.0311135 | val_loss: 0.031132 | Time: 2099.67 ms
[2022-04-19 05:13:25 main:574] : INFO : Epoch 1748 | loss: 0.0311177 | val_loss: 0.0311283 | Time: 2106.5 ms
[2022-04-19 05:13:27 main:574] : INFO : Epoch 1749 | loss: 0.0311167 | val_loss: 0.0311316 | Time: 2146.28 ms
[2022-04-19 05:13:29 main:574] : INFO : Epoch 1750 | loss: 0.031118 | val_loss: 0.0311359 | Time: 2147.31 ms
[2022-04-19 05:13:31 main:574] : INFO : Epoch 1751 | loss: 0.0311199 | val_loss: 0.0311349 | Time: 2197.16 ms
[2022-04-19 05:13:34 main:574] : INFO : Epoch 1752 | loss: 0.0311175 | val_loss: 0.0311294 | Time: 2134.41 ms
[2022-04-19 05:13:36 main:574] : INFO : Epoch 1753 | loss: 0.0311125 | val_loss: 0.0311302 | Time: 2128.02 ms
[2022-04-19 05:13:38 main:574] : INFO : Epoch 1754 | loss: 0.0311118 | val_loss: 0.031133 | Time: 2086.17 ms
[2022-04-19 05:13:40 main:574] : INFO : Epoch 1755 | loss: 0.0311124 | val_loss: 0.031131 | Time: 2145.56 ms
[2022-04-19 05:13:42 main:574] : INFO : Epoch 1756 | loss: 0.0311161 | val_loss: 0.0311296 | Time: 2121.38 ms
[2022-04-19 05:13:45 main:574] : INFO : Epoch 1757 | loss: 0.0311154 | val_loss: 0.0311324 | Time: 2116.81 ms
[2022-04-19 05:13:47 main:574] : INFO : Epoch 1758 | loss: 0.0311149 | val_loss: 0.0311311 | Time: 2118.69 ms
[2022-04-19 05:13:49 main:574] : INFO : Epoch 1759 | loss: 0.0311113 | val_loss: 0.0311359 | Time: 2116.2 ms
[2022-04-19 05:13:51 main:574] : INFO : Epoch 1760 | loss: 0.0311111 | val_loss: 0.0311309 | Time: 2153.29 ms
[2022-04-19 05:13:53 main:574] : INFO : Epoch 1761 | loss: 0.03111 | val_loss: 0.0311332 | Time: 2138.82 ms
[2022-04-19 05:13:56 main:574] : INFO : Epoch 1762 | loss: 0.0311089 | val_loss: 0.0311266 | Time: 2128.58 ms
[2022-04-19 05:13:58 main:574] : INFO : Epoch 1763 | loss: 0.0311222 | val_loss: 0.0311431 | Time: 2125.87 ms
[2022-04-19 05:14:00 main:574] : INFO : Epoch 1764 | loss: 0.0311278 | val_loss: 0.0311364 | Time: 2140.36 ms
[2022-04-19 05:14:02 main:574] : INFO : Epoch 1765 | loss: 0.0311232 | val_loss: 0.0311367 | Time: 2140.21 ms
[2022-04-19 05:14:04 main:574] : INFO : Epoch 1766 | loss: 0.0311226 | val_loss: 0.031133 | Time: 2097.67 ms
[2022-04-19 05:14:06 main:574] : INFO : Epoch 1767 | loss: 0.0311253 | val_loss: 0.0311384 | Time: 2129.45 ms
[2022-04-19 05:14:09 main:574] : INFO : Epoch 1768 | loss: 0.0311253 | val_loss: 0.0311358 | Time: 2120.97 ms
[2022-04-19 05:14:11 main:574] : INFO : Epoch 1769 | loss: 0.0311282 | val_loss: 0.031132 | Time: 2166.8 ms
[2022-04-19 05:14:13 main:574] : INFO : Epoch 1770 | loss: 0.0311202 | val_loss: 0.031132 | Time: 2147.82 ms
[2022-04-19 05:14:15 main:574] : INFO : Epoch 1771 | loss: 0.0311168 | val_loss: 0.0311277 | Time: 2094.19 ms
[2022-04-19 05:14:17 main:574] : INFO : Epoch 1772 | loss: 0.0311154 | val_loss: 0.0311252 | Time: 2169.25 ms
[2022-04-19 05:14:20 main:574] : INFO : Epoch 1773 | loss: 0.0311156 | val_loss: 0.0311291 | Time: 2137.89 ms
[2022-04-19 05:14:22 main:574] : INFO : Epoch 1774 | loss: 0.0311162 | val_loss: 0.0311274 | Time: 2109.31 ms
[2022-04-19 05:14:24 main:574] : INFO : Epoch 1775 | loss: 0.0311172 | val_loss: 0.0311285 | Time: 2120.29 ms
[2022-04-19 05:14:26 main:574] : INFO : Epoch 1776 | loss: 0.0311159 | val_loss: 0.0311291 | Time: 2144.01 ms
[2022-04-19 05:14:28 main:574] : INFO : Epoch 1777 | loss: 0.0311139 | val_loss: 0.031127 | Time: 2147.57 ms
[2022-04-19 05:14:30 main:574] : INFO : Epoch 1778 | loss: 0.0311177 | val_loss: 0.0311293 | Time: 2101.79 ms
[2022-04-19 05:14:33 main:574] : INFO : Epoch 1779 | loss: 0.0311169 | val_loss: 0.0311261 | Time: 2131.92 ms
[2022-04-19 05:14:35 main:574] : INFO : Epoch 1780 | loss: 0.0311142 | val_loss: 0.0311283 | Time: 2130.61 ms
[2022-04-19 05:14:37 main:574] : INFO : Epoch 1781 | loss: 0.0311153 | val_loss: 0.0311307 | Time: 2113.98 ms
[2022-04-19 05:14:39 main:574] : INFO : Epoch 1782 | loss: 0.0311167 | val_loss: 0.031134 | Time: 2151.8 ms
[2022-04-19 05:14:41 main:574] : INFO : Epoch 1783 | loss: 0.03112 | val_loss: 0.0311302 | Time: 2134.56 ms
[2022-04-19 05:14:44 main:574] : INFO : Epoch 1784 | loss: 0.0311152 | val_loss: 0.0311308 | Time: 2118.3 ms
[2022-04-19 05:14:46 main:574] : INFO : Epoch 1785 | loss: 0.0311138 | val_loss: 0.0311331 | Time: 2107.49 ms
[2022-04-19 05:14:48 main:574] : INFO : Epoch 1786 | loss: 0.0311169 | val_loss: 0.0311332 | Time: 2145.29 ms
[2022-04-19 05:14:50 main:574] : INFO : Epoch 1787 | loss: 0.0311194 | val_loss: 0.031133 | Time: 2123.51 ms
[2022-04-19 05:14:52 main:574] : INFO : Epoch 1788 | loss: 0.0311202 | val_loss: 0.0311362 | Time: 2119.01 ms
[2022-04-19 05:14:54 main:574] : INFO : Epoch 1789 | loss: 0.0311209 | val_loss: 0.0311318 | Time: 2098.14 ms
[2022-04-19 05:14:57 main:574] : INFO : Epoch 1790 | loss: 0.0311196 | val_loss: 0.0311306 | Time: 2142.96 ms
[2022-04-19 05:14:59 main:574] : INFO : Epoch 1791 | loss: 0.0311164 | val_loss: 0.031133 | Time: 2109.11 ms
[2022-04-19 05:15:01 main:574] : INFO : Epoch 1792 | loss: 0.0311154 | val_loss: 0.0311354 | Time: 2144.49 ms
[2022-04-19 05:15:03 main:574] : INFO : Epoch 1793 | loss: 0.0311153 | val_loss: 0.031132 | Time: 2138.48 ms
[2022-04-19 05:15:05 main:574] : INFO : Epoch 1794 | loss: 0.0311131 | val_loss: 0.0311381 | Time: 2136.28 ms
[2022-04-19 05:15:08 main:574] : INFO : Epoch 1795 | loss: 0.0311133 | val_loss: 0.0311353 | Time: 2118.56 ms
[2022-04-19 05:15:10 main:574] : INFO : Epoch 1796 | loss: 0.0311145 | val_loss: 0.0311362 | Time: 2110.79 ms
[2022-04-19 05:15:12 main:574] : INFO : Epoch 1797 | loss: 0.031114 | val_loss: 0.0311291 | Time: 2127.1 ms
[2022-04-19 05:15:14 main:574] : INFO : Epoch 1798 | loss: 0.0311133 | val_loss: 0.0311279 | Time: 2115.54 ms
[2022-04-19 05:15:16 main:574] : INFO : Epoch 1799 | loss: 0.0311116 | val_loss: 0.0311324 | Time: 2116.58 ms
[2022-04-19 05:15:18 main:574] : INFO : Epoch 1800 | loss: 0.0311108 | val_loss: 0.0311272 | Time: 2106.08 ms
[2022-04-19 05:15:21 main:574] : INFO : Epoch 1801 | loss: 0.0311113 | val_loss: 0.0311298 | Time: 2102.36 ms
[2022-04-19 05:15:23 main:574] : INFO : Epoch 1802 | loss: 0.0311113 | val_loss: 0.0311349 | Time: 2141.87 ms
[2022-04-19 05:15:25 main:574] : INFO : Epoch 1803 | loss: 0.0311107 | val_loss: 0.0311304 | Time: 2122.21 ms
[2022-04-19 05:15:27 main:574] : INFO : Epoch 1804 | loss: 0.0311159 | val_loss: 0.0311348 | Time: 2114.17 ms
[2022-04-19 05:15:29 main:574] : INFO : Epoch 1805 | loss: 0.0311221 | val_loss: 0.0311439 | Time: 2123.71 ms
[2022-04-19 05:15:31 main:574] : INFO : Epoch 1806 | loss: 0.0311195 | val_loss: 0.0311353 | Time: 2145.29 ms
[2022-04-19 05:15:34 main:574] : INFO : Epoch 1807 | loss: 0.0311149 | val_loss: 0.0311331 | Time: 2149.08 ms
[2022-04-19 05:15:36 main:574] : INFO : Epoch 1808 | loss: 0.0311165 | val_loss: 0.0311369 | Time: 2126.97 ms
[2022-04-19 05:15:38 main:574] : INFO : Epoch 1809 | loss: 0.0311135 | val_loss: 0.0311356 | Time: 2136.12 ms
[2022-04-19 05:15:40 main:574] : INFO : Epoch 1810 | loss: 0.031113 | val_loss: 0.0311334 | Time: 2144.13 ms
[2022-04-19 05:15:43 main:574] : INFO : Epoch 1811 | loss: 0.0311115 | val_loss: 0.0311291 | Time: 2136.33 ms
[2022-04-19 05:15:45 main:574] : INFO : Epoch 1812 | loss: 0.0311121 | val_loss: 0.0311294 | Time: 2143.38 ms
[2022-04-19 05:15:47 main:574] : INFO : Epoch 1813 | loss: 0.0311108 | val_loss: 0.0311297 | Time: 2137.43 ms
[2022-04-19 05:15:49 main:574] : INFO : Epoch 1814 | loss: 0.0311133 | val_loss: 0.0311277 | Time: 2229.62 ms
[2022-04-19 05:15:51 main:574] : INFO : Epoch 1815 | loss: 0.0311107 | val_loss: 0.0311322 | Time: 2175.47 ms
[2022-04-19 05:15:54 main:574] : INFO : Epoch 1816 | loss: 0.0311176 | val_loss: 0.0311353 | Time: 2126.3 ms
[2022-04-19 05:15:56 main:574] : INFO : Epoch 1817 | loss: 0.0311291 | val_loss: 0.0311455 | Time: 2156.11 ms
[2022-04-19 05:15:58 main:574] : INFO : Epoch 1818 | loss: 0.0311161 | val_loss: 0.0311294 | Time: 2144.94 ms
[2022-04-19 05:16:00 main:574] : INFO : Epoch 1819 | loss: 0.0311107 | val_loss: 0.0311346 | Time: 2151.88 ms
[2022-04-19 05:16:03 main:574] : INFO : Epoch 1820 | loss: 0.0311083 | val_loss: 0.0311267 | Time: 2114.95 ms
[2022-04-19 05:16:05 main:574] : INFO : Epoch 1821 | loss: 0.0311093 | val_loss: 0.0311322 | Time: 2099.89 ms
[2022-04-19 05:16:07 main:574] : INFO : Epoch 1822 | loss: 0.0311118 | val_loss: 0.0311287 | Time: 2093.72 ms
[2022-04-19 05:16:09 main:574] : INFO : Epoch 1823 | loss: 0.0311116 | val_loss: 0.0311307 | Time: 2136.22 ms
[2022-04-19 05:16:11 main:574] : INFO : Epoch 1824 | loss: 0.0311084 | val_loss: 0.0311286 | Time: 2166.42 ms
[2022-04-19 05:16:14 main:574] : INFO : Epoch 1825 | loss: 0.0311078 | val_loss: 0.0311313 | Time: 2125.61 ms
[2022-04-19 05:16:16 main:574] : INFO : Epoch 1826 | loss: 0.0311143 | val_loss: 0.0311318 | Time: 2152.77 ms
[2022-04-19 05:16:18 main:574] : INFO : Epoch 1827 | loss: 0.031126 | val_loss: 0.0311373 | Time: 2158.41 ms
[2022-04-19 05:16:20 main:574] : INFO : Epoch 1828 | loss: 0.0311255 | val_loss: 0.0311416 | Time: 2150.2 ms
[2022-04-19 05:16:22 main:574] : INFO : Epoch 1829 | loss: 0.0311321 | val_loss: 0.0311357 | Time: 2144.01 ms
[2022-04-19 05:16:25 main:574] : INFO : Epoch 1830 | loss: 0.0311222 | val_loss: 0.0311308 | Time: 2186.7 ms
[2022-04-19 05:16:27 main:574] : INFO : Epoch 1831 | loss: 0.0311173 | val_loss: 0.0311334 | Time: 2159.39 ms
[2022-04-19 05:16:29 main:574] : INFO : Epoch 1832 | loss: 0.0311162 | val_loss: 0.0311331 | Time: 2144.85 ms
[2022-04-19 05:16:32 main:574] : INFO : Epoch 1833 | loss: 0.0311159 | val_loss: 0.0311297 | Time: 2140.11 ms
[2022-04-19 05:16:34 main:574] : INFO : Epoch 1834 | loss: 0.0311164 | val_loss: 0.0311313 | Time: 2107.26 ms
[2022-04-19 05:16:36 main:574] : INFO : Epoch 1835 | loss: 0.0311207 | val_loss: 0.031134 | Time: 2162.48 ms
[2022-04-19 05:16:38 main:574] : INFO : Epoch 1836 | loss: 0.031117 | val_loss: 0.03113 | Time: 2115.06 ms
[2022-04-19 05:16:40 main:574] : INFO : Epoch 1837 | loss: 0.0311197 | val_loss: 0.0311356 | Time: 2213.74 ms
[2022-04-19 05:16:43 main:574] : INFO : Epoch 1838 | loss: 0.0311204 | val_loss: 0.0311333 | Time: 2158.23 ms
[2022-04-19 05:16:45 main:574] : INFO : Epoch 1839 | loss: 0.0311186 | val_loss: 0.0311312 | Time: 2137.88 ms
[2022-04-19 05:16:47 main:574] : INFO : Epoch 1840 | loss: 0.0311157 | val_loss: 0.0311318 | Time: 2123.99 ms
[2022-04-19 05:16:49 main:574] : INFO : Epoch 1841 | loss: 0.0311155 | val_loss: 0.0311324 | Time: 2108.36 ms
[2022-04-19 05:16:51 main:574] : INFO : Epoch 1842 | loss: 0.0311175 | val_loss: 0.0311314 | Time: 2139 ms
[2022-04-19 05:16:54 main:574] : INFO : Epoch 1843 | loss: 0.0311215 | val_loss: 0.0311304 | Time: 2111.55 ms
[2022-04-19 05:16:56 main:574] : INFO : Epoch 1844 | loss: 0.0311159 | val_loss: 0.0311298 | Time: 2142.55 ms
[2022-04-19 05:16:58 main:574] : INFO : Epoch 1845 | loss: 0.0311161 | val_loss: 0.0311299 | Time: 2097.5 ms
[2022-04-19 05:17:00 main:574] : INFO : Epoch 1846 | loss: 0.0311133 | val_loss: 0.0311319 | Time: 2180.25 ms
[2022-04-19 05:17:02 main:574] : INFO : Epoch 1847 | loss: 0.0311122 | val_loss: 0.0311322 | Time: 2140.79 ms
[2022-04-19 05:17:05 main:574] : INFO : Epoch 1848 | loss: 0.0311127 | val_loss: 0.0311277 | Time: 2136.31 ms
[2022-04-19 05:17:07 main:574] : INFO : Epoch 1849 | loss: 0.0311117 | val_loss: 0.0311291 | Time: 2135.95 ms
[2022-04-19 05:17:09 main:574] : INFO : Epoch 1850 | loss: 0.0311133 | val_loss: 0.031134 | Time: 2135.24 ms
[2022-04-19 05:17:11 main:574] : INFO : Epoch 1851 | loss: 0.031111 | val_loss: 0.0311282 | Time: 2091.72 ms
[2022-04-19 05:17:14 main:574] : INFO : Epoch 1852 | loss: 0.0311121 | val_loss: 0.0311321 | Time: 2163.64 ms
[2022-04-19 05:17:16 main:574] : INFO : Epoch 1853 | loss: 0.0311145 | val_loss: 0.031133 | Time: 2166.39 ms
[2022-04-19 05:17:18 main:574] : INFO : Epoch 1854 | loss: 0.0311141 | val_loss: 0.0311342 | Time: 2159.49 ms
[2022-04-19 05:17:20 main:574] : INFO : Epoch 1855 | loss: 0.031114 | val_loss: 0.0311369 | Time: 2191.17 ms
[2022-04-19 05:17:23 main:574] : INFO : Epoch 1856 | loss: 0.031114 | val_loss: 0.0311384 | Time: 2147.56 ms
[2022-04-19 05:17:25 main:574] : INFO : Epoch 1857 | loss: 0.0311221 | val_loss: 0.0311373 | Time: 2126.44 ms
[2022-04-19 05:17:27 main:574] : INFO : Epoch 1858 | loss: 0.0311253 | val_loss: 0.0311499 | Time: 2145.41 ms
[2022-04-19 05:17:29 main:574] : INFO : Epoch 1859 | loss: 0.0311259 | val_loss: 0.031142 | Time: 2139.84 ms
[2022-04-19 05:17:31 main:574] : INFO : Epoch 1860 | loss: 0.0311304 | val_loss: 0.031143 | Time: 2161.88 ms
[2022-04-19 05:17:34 main:574] : INFO : Epoch 1861 | loss: 0.0311308 | val_loss: 0.0311353 | Time: 2138.8 ms
[2022-04-19 05:17:36 main:574] : INFO : Epoch 1862 | loss: 0.0311241 | val_loss: 0.0311318 | Time: 2174.41 ms
[2022-04-19 05:17:38 main:574] : INFO : Epoch 1863 | loss: 0.0311201 | val_loss: 0.0311311 | Time: 2134.13 ms
[2022-04-19 05:17:40 main:574] : INFO : Epoch 1864 | loss: 0.0311183 | val_loss: 0.0311368 | Time: 2138.58 ms
[2022-04-19 05:17:43 main:574] : INFO : Epoch 1865 | loss: 0.0311192 | val_loss: 0.0311356 | Time: 2126.65 ms
[2022-04-19 05:17:45 main:574] : INFO : Epoch 1866 | loss: 0.0311182 | val_loss: 0.0311354 | Time: 2125.19 ms
[2022-04-19 05:17:47 main:574] : INFO : Epoch 1867 | loss: 0.0311205 | val_loss: 0.0311315 | Time: 2124.38 ms
[2022-04-19 05:17:49 main:574] : INFO : Epoch 1868 | loss: 0.0311209 | val_loss: 0.031132 | Time: 2139.1 ms
[2022-04-19 05:17:51 main:574] : INFO : Epoch 1869 | loss: 0.031117 | val_loss: 0.0311311 | Time: 2159.93 ms
[2022-04-19 05:17:53 main:574] : INFO : Epoch 1870 | loss: 0.0311131 | val_loss: 0.0311303 | Time: 2137.69 ms
[2022-04-19 05:17:56 main:574] : INFO : Epoch 1871 | loss: 0.0311122 | val_loss: 0.0311284 | Time: 2107.17 ms
[2022-04-19 05:17:58 main:574] : INFO : Epoch 1872 | loss: 0.0311121 | val_loss: 0.0311306 | Time: 2098.21 ms
[2022-04-19 05:18:00 main:574] : INFO : Epoch 1873 | loss: 0.0311117 | val_loss: 0.0311337 | Time: 2134.09 ms
[2022-04-19 05:18:02 main:574] : INFO : Epoch 1874 | loss: 0.0311123 | val_loss: 0.0311306 | Time: 2107.6 ms
[2022-04-19 05:18:05 main:574] : INFO : Epoch 1875 | loss: 0.0311197 | val_loss: 0.0311322 | Time: 2178.29 ms
[2022-04-19 05:18:07 main:574] : INFO : Epoch 1876 | loss: 0.0311217 | val_loss: 0.0311352 | Time: 2134.23 ms
[2022-04-19 05:18:09 main:574] : INFO : Epoch 1877 | loss: 0.0311226 | val_loss: 0.0311358 | Time: 2124.95 ms
[2022-04-19 05:18:12 main:574] : INFO : Epoch 1878 | loss: 0.0311166 | val_loss: 0.0311272 | Time: 2176.5 ms
[2022-04-19 05:18:14 main:574] : INFO : Epoch 1879 | loss: 0.0311197 | val_loss: 0.0311348 | Time: 2146.54 ms
[2022-04-19 05:18:16 main:574] : INFO : Epoch 1880 | loss: 0.0311164 | val_loss: 0.03113 | Time: 2152.11 ms
[2022-04-19 05:18:18 main:574] : INFO : Epoch 1881 | loss: 0.0311153 | val_loss: 0.0311302 | Time: 2135.05 ms
[2022-04-19 05:18:20 main:574] : INFO : Epoch 1882 | loss: 0.0311166 | val_loss: 0.0311318 | Time: 2133.86 ms
[2022-04-19 05:18:23 main:574] : INFO : Epoch 1883 | loss: 0.0311176 | val_loss: 0.0311343 | Time: 2168.38 ms
[2022-04-19 05:18:25 main:574] : INFO : Epoch 1884 | loss: 0.0311142 | val_loss: 0.0311293 | Time: 2127.64 ms
[2022-04-19 05:18:27 main:574] : INFO : Epoch 1885 | loss: 0.0311135 | val_loss: 0.0311279 | Time: 2130.31 ms
[2022-04-19 05:18:29 main:574] : INFO : Epoch 1886 | loss: 0.0311142 | val_loss: 0.0311281 | Time: 2124.1 ms
[2022-04-19 05:18:31 main:574] : INFO : Epoch 1887 | loss: 0.0311135 | val_loss: 0.0311338 | Time: 2112.23 ms
[2022-04-19 05:18:33 main:574] : INFO : Epoch 1888 | loss: 0.0311143 | val_loss: 0.0311295 | Time: 2150.28 ms
[2022-04-19 05:18:36 main:574] : INFO : Epoch 1889 | loss: 0.0311161 | val_loss: 0.0311305 | Time: 2132.41 ms
[2022-04-19 05:18:38 main:574] : INFO : Epoch 1890 | loss: 0.0311162 | val_loss: 0.0311409 | Time: 2125.55 ms
[2022-04-19 05:18:40 main:574] : INFO : Epoch 1891 | loss: 0.0311183 | val_loss: 0.0311234 | Time: 2130.76 ms
[2022-04-19 05:18:43 main:574] : INFO : Epoch 1892 | loss: 0.031115 | val_loss: 0.0311275 | Time: 2146.81 ms
[2022-04-19 05:18:45 main:574] : INFO : Epoch 1893 | loss: 0.0311199 | val_loss: 0.0311321 | Time: 2149.86 ms
[2022-04-19 05:18:47 main:574] : INFO : Epoch 1894 | loss: 0.0311189 | val_loss: 0.0311271 | Time: 2155.95 ms
[2022-04-19 05:18:49 main:574] : INFO : Epoch 1895 | loss: 0.0311124 | val_loss: 0.0311285 | Time: 2157.4 ms
[2022-04-19 05:18:51 main:574] : INFO : Epoch 1896 | loss: 0.0311134 | val_loss: 0.0311278 | Time: 2134.87 ms
[2022-04-19 05:18:54 main:574] : INFO : Epoch 1897 | loss: 0.0311138 | val_loss: 0.0311328 | Time: 2102.11 ms
[2022-04-19 05:18:56 main:574] : INFO : Epoch 1898 | loss: 0.0311125 | val_loss: 0.0311298 | Time: 2143.41 ms
[2022-04-19 05:18:58 main:574] : INFO : Epoch 1899 | loss: 0.0311134 | val_loss: 0.0311274 | Time: 2151.87 ms
[2022-04-19 05:19:01 main:574] : INFO : Epoch 1900 | loss: 0.0311131 | val_loss: 0.0311289 | Time: 2229.12 ms
[2022-04-19 05:19:03 main:574] : INFO : Epoch 1901 | loss: 0.0311118 | val_loss: 0.0311296 | Time: 2167.23 ms
[2022-04-19 05:19:05 main:574] : INFO : Epoch 1902 | loss: 0.0311124 | val_loss: 0.0311295 | Time: 2176.89 ms
[2022-04-19 05:19:07 main:574] : INFO : Epoch 1903 | loss: 0.0311141 | val_loss: 0.0311353 | Time: 2170.35 ms
[2022-04-19 05:19:10 main:574] : INFO : Epoch 1904 | loss: 0.031115 | val_loss: 0.0311267 | Time: 2137.46 ms
[2022-04-19 05:19:12 main:574] : INFO : Epoch 1905 | loss: 0.0311169 | val_loss: 0.0311379 | Time: 2151.96 ms
[2022-04-19 05:19:14 main:574] : INFO : Epoch 1906 | loss: 0.0311163 | val_loss: 0.0311314 | Time: 2128 ms
[2022-04-19 05:19:16 main:574] : INFO : Epoch 1907 | loss: 0.0311127 | val_loss: 0.0311296 | Time: 2102.03 ms
[2022-04-19 05:19:18 main:574] : INFO : Epoch 1908 | loss: 0.0311097 | val_loss: 0.0311267 | Time: 2127.5 ms
[2022-04-19 05:19:21 main:574] : INFO : Epoch 1909 | loss: 0.0311103 | val_loss: 0.031127 | Time: 2111.61 ms
[2022-04-19 05:19:23 main:574] : INFO : Epoch 1910 | loss: 0.0311113 | val_loss: 0.0311341 | Time: 2116.27 ms
[2022-04-19 05:19:25 main:574] : INFO : Epoch 1911 | loss: 0.0311118 | val_loss: 0.0311278 | Time: 2141.53 ms
[2022-04-19 05:19:27 main:574] : INFO : Epoch 1912 | loss: 0.0311111 | val_loss: 0.0311298 | Time: 2124.59 ms
[2022-04-19 05:19:29 main:574] : INFO : Epoch 1913 | loss: 0.0311106 | val_loss: 0.0311319 | Time: 2129.29 ms
[2022-04-19 05:19:32 main:574] : INFO : Epoch 1914 | loss: 0.0311092 | val_loss: 0.031129 | Time: 2117.27 ms
[2022-04-19 05:19:34 main:574] : INFO : Epoch 1915 | loss: 0.0311139 | val_loss: 0.0311293 | Time: 2146.57 ms
[2022-04-19 05:19:36 main:574] : INFO : Epoch 1916 | loss: 0.0311138 | val_loss: 0.0311306 | Time: 2120 ms
[2022-04-19 05:19:38 main:574] : INFO : Epoch 1917 | loss: 0.0311122 | val_loss: 0.0311276 | Time: 2154.41 ms
[2022-04-19 05:19:40 main:574] : INFO : Epoch 1918 | loss: 0.0311101 | val_loss: 0.0311245 | Time: 2127.24 ms
[2022-04-19 05:19:43 main:574] : INFO : Epoch 1919 | loss: 0.0311105 | val_loss: 0.031127 | Time: 2162.75 ms
[2022-04-19 05:19:45 main:574] : INFO : Epoch 1920 | loss: 0.0311101 | val_loss: 0.0311251 | Time: 2114.69 ms
[2022-04-19 05:19:47 main:574] : INFO : Epoch 1921 | loss: 0.031108 | val_loss: 0.0311265 | Time: 2110.16 ms
[2022-04-19 05:19:49 main:574] : INFO : Epoch 1922 | loss: 0.0311073 | val_loss: 0.0311273 | Time: 2136.29 ms
[2022-04-19 05:19:51 main:574] : INFO : Epoch 1923 | loss: 0.0311075 | val_loss: 0.0311292 | Time: 2093.65 ms
[2022-04-19 05:19:54 main:574] : INFO : Epoch 1924 | loss: 0.0311076 | val_loss: 0.031129 | Time: 2103.58 ms
[2022-04-19 05:19:56 main:574] : INFO : Epoch 1925 | loss: 0.0311062 | val_loss: 0.0311275 | Time: 2098.29 ms
[2022-04-19 05:19:58 main:574] : INFO : Epoch 1926 | loss: 0.0311088 | val_loss: 0.0311276 | Time: 2089.46 ms
[2022-04-19 05:20:00 main:574] : INFO : Epoch 1927 | loss: 0.0311139 | val_loss: 0.0311371 | Time: 2106.16 ms
[2022-04-19 05:20:02 main:574] : INFO : Epoch 1928 | loss: 0.0311141 | val_loss: 0.0311318 | Time: 2112.1 ms
[2022-04-19 05:20:05 main:574] : INFO : Epoch 1929 | loss: 0.0311139 | val_loss: 0.0311382 | Time: 2095.66 ms
[2022-04-19 05:20:07 main:574] : INFO : Epoch 1930 | loss: 0.0311109 | val_loss: 0.0311299 | Time: 2133.47 ms
[2022-04-19 05:20:09 main:574] : INFO : Epoch 1931 | loss: 0.0311076 | val_loss: 0.031136 | Time: 2104.07 ms
[2022-04-19 05:20:11 main:574] : INFO : Epoch 1932 | loss: 0.0311087 | val_loss: 0.0311344 | Time: 2114.26 ms
[2022-04-19 05:20:13 main:574] : INFO : Epoch 1933 | loss: 0.0311097 | val_loss: 0.031134 | Time: 2141.55 ms
[2022-04-19 05:20:16 main:574] : INFO : Epoch 1934 | loss: 0.0311176 | val_loss: 0.031138 | Time: 2089.72 ms
[2022-04-19 05:20:18 main:574] : INFO : Epoch 1935 | loss: 0.0311121 | val_loss: 0.0311309 | Time: 2114.01 ms
[2022-04-19 05:20:20 main:574] : INFO : Epoch 1936 | loss: 0.0311086 | val_loss: 0.0311346 | Time: 2120.81 ms
[2022-04-19 05:20:22 main:574] : INFO : Epoch 1937 | loss: 0.0311107 | val_loss: 0.0311321 | Time: 2121.09 ms
[2022-04-19 05:20:24 main:574] : INFO : Epoch 1938 | loss: 0.0311169 | val_loss: 0.0311411 | Time: 2099.34 ms
[2022-04-19 05:20:26 main:574] : INFO : Epoch 1939 | loss: 0.0311251 | val_loss: 0.031146 | Time: 2109.68 ms
[2022-04-19 05:20:29 main:574] : INFO : Epoch 1940 | loss: 0.0311315 | val_loss: 0.0311479 | Time: 2131.33 ms
[2022-04-19 05:20:31 main:574] : INFO : Epoch 1941 | loss: 0.0311238 | val_loss: 0.0311305 | Time: 2128.08 ms
[2022-04-19 05:20:33 main:574] : INFO : Epoch 1942 | loss: 0.0311157 | val_loss: 0.0311285 | Time: 2122.21 ms
[2022-04-19 05:20:35 main:574] : INFO : Epoch 1943 | loss: 0.0311139 | val_loss: 0.0311325 | Time: 2111.54 ms
[2022-04-19 05:20:37 main:574] : INFO : Epoch 1944 | loss: 0.0311109 | val_loss: 0.0311325 | Time: 2143.55 ms
[2022-04-19 05:20:40 main:574] : INFO : Epoch 1945 | loss: 0.0311153 | val_loss: 0.03113 | Time: 2130.44 ms
[2022-04-19 05:20:42 main:574] : INFO : Epoch 1946 | loss: 0.0311165 | val_loss: 0.0311305 | Time: 2109.4 ms
[2022-04-19 05:20:44 main:574] : INFO : Epoch 1947 | loss: 0.0311172 | val_loss: 0.0311312 | Time: 2120.07 ms
[2022-04-19 05:20:46 main:574] : INFO : Epoch 1948 | loss: 0.0311168 | val_loss: 0.0311304 | Time: 2152.02 ms
[2022-04-19 05:20:48 main:574] : INFO : Epoch 1949 | loss: 0.0311175 | val_loss: 0.0311259 | Time: 2137.16 ms
[2022-04-19 05:20:51 main:574] : INFO : Epoch 1950 | loss: 0.0311179 | val_loss: 0.0311334 | Time: 2123.91 ms
[2022-04-19 05:20:53 main:574] : INFO : Epoch 1951 | loss: 0.0311198 | val_loss: 0.0311288 | Time: 2107.82 ms
[2022-04-19 05:20:55 main:574] : INFO : Epoch 1952 | loss: 0.0311176 | val_loss: 0.0311298 | Time: 2097.96 ms
[2022-04-19 05:20:57 main:574] : INFO : Epoch 1953 | loss: 0.0311142 | val_loss: 0.0311279 | Time: 2110.05 ms
[2022-04-19 05:20:59 main:574] : INFO : Epoch 1954 | loss: 0.0311116 | val_loss: 0.0311334 | Time: 2108.58 ms
[2022-04-19 05:21:01 main:574] : INFO : Epoch 1955 | loss: 0.0311113 | val_loss: 0.0311294 | Time: 2111.94 ms
[2022-04-19 05:21:04 main:574] : INFO : Epoch 1956 | loss: 0.031113 | val_loss: 0.0311284 | Time: 2193.83 ms
[2022-04-19 05:21:06 main:574] : INFO : Epoch 1957 | loss: 0.0311109 | val_loss: 0.0311286 | Time: 2132.79 ms
[2022-04-19 05:21:08 main:574] : INFO : Epoch 1958 | loss: 0.0311134 | val_loss: 0.0311281 | Time: 2113.11 ms
[2022-04-19 05:21:10 main:574] : INFO : Epoch 1959 | loss: 0.0311143 | val_loss: 0.0311276 | Time: 2152.06 ms
[2022-04-19 05:21:13 main:574] : INFO : Epoch 1960 | loss: 0.0311168 | val_loss: 0.0311313 | Time: 2155.17 ms
[2022-04-19 05:21:15 main:574] : INFO : Epoch 1961 | loss: 0.0311159 | val_loss: 0.0311317 | Time: 2143.11 ms
[2022-04-19 05:21:17 main:574] : INFO : Epoch 1962 | loss: 0.0311132 | val_loss: 0.0311277 | Time: 2111.05 ms
[2022-04-19 05:21:19 main:574] : INFO : Epoch 1963 | loss: 0.0311126 | val_loss: 0.0311306 | Time: 2126.71 ms
[2022-04-19 05:21:21 main:574] : INFO : Epoch 1964 | loss: 0.0311122 | val_loss: 0.0311304 | Time: 2149.09 ms
[2022-04-19 05:21:24 main:574] : INFO : Epoch 1965 | loss: 0.0311093 | val_loss: 0.0311283 | Time: 2125.84 ms
[2022-04-19 05:21:26 main:574] : INFO : Epoch 1966 | loss: 0.0311092 | val_loss: 0.0311332 | Time: 2127.97 ms
[2022-04-19 05:21:28 main:574] : INFO : Epoch 1967 | loss: 0.0311075 | val_loss: 0.0311328 | Time: 2059.41 ms
[2022-04-19 05:21:30 main:574] : INFO : Epoch 1968 | loss: 0.0311111 | val_loss: 0.0311285 | Time: 2141.29 ms
[2022-04-19 05:21:32 main:574] : INFO : Epoch 1969 | loss: 0.0311113 | val_loss: 0.0311314 | Time: 2097.22 ms
[2022-04-19 05:21:34 main:574] : INFO : Epoch 1970 | loss: 0.0311097 | val_loss: 0.0311287 | Time: 2104.33 ms
[2022-04-19 05:21:37 main:574] : INFO : Epoch 1971 | loss: 0.031114 | val_loss: 0.0311321 | Time: 2167.91 ms
[2022-04-19 05:21:39 main:574] : INFO : Epoch 1972 | loss: 0.0311149 | val_loss: 0.0311338 | Time: 2140.31 ms
[2022-04-19 05:21:41 main:574] : INFO : Epoch 1973 | loss: 0.0311137 | val_loss: 0.0311297 | Time: 2109.69 ms
[2022-04-19 05:21:43 main:574] : INFO : Epoch 1974 | loss: 0.0311117 | val_loss: 0.0311348 | Time: 2137.34 ms
[2022-04-19 05:21:45 main:574] : INFO : Epoch 1975 | loss: 0.0311214 | val_loss: 0.0311342 | Time: 2130.27 ms
[2022-04-19 05:21:47 main:574] : INFO : Epoch 1976 | loss: 0.0311213 | val_loss: 0.0311357 | Time: 2129.76 ms
[2022-04-19 05:21:50 main:574] : INFO : Epoch 1977 | loss: 0.031121 | val_loss: 0.0311482 | Time: 2136.78 ms
[2022-04-19 05:21:52 main:574] : INFO : Epoch 1978 | loss: 0.031125 | val_loss: 0.0311333 | Time: 2169.32 ms
[2022-04-19 05:21:54 main:574] : INFO : Epoch 1979 | loss: 0.0311189 | val_loss: 0.0311328 | Time: 2135.2 ms
[2022-04-19 05:21:56 main:574] : INFO : Epoch 1980 | loss: 0.0311154 | val_loss: 0.0311311 | Time: 2124.62 ms
[2022-04-19 05:21:58 main:574] : INFO : Epoch 1981 | loss: 0.031115 | val_loss: 0.0311311 | Time: 2133.1 ms
[2022-04-19 05:22:01 main:574] : INFO : Epoch 1982 | loss: 0.0311157 | val_loss: 0.031132 | Time: 2129.97 ms
[2022-04-19 05:22:03 main:574] : INFO : Epoch 1983 | loss: 0.0311146 | val_loss: 0.0311302 | Time: 2122.88 ms
[2022-04-19 05:22:05 main:574] : INFO : Epoch 1984 | loss: 0.0311182 | val_loss: 0.03113 | Time: 2118.91 ms
[2022-04-19 05:22:07 main:574] : INFO : Epoch 1985 | loss: 0.0311166 | val_loss: 0.0311286 | Time: 2105.69 ms
[2022-04-19 05:22:09 main:574] : INFO : Epoch 1986 | loss: 0.0311122 | val_loss: 0.0311379 | Time: 2108.64 ms
[2022-04-19 05:22:11 main:574] : INFO : Epoch 1987 | loss: 0.0311129 | val_loss: 0.0311352 | Time: 2118.82 ms
[2022-04-19 05:22:14 main:574] : INFO : Epoch 1988 | loss: 0.0311095 | val_loss: 0.0311292 | Time: 2132.24 ms
[2022-04-19 05:22:16 main:574] : INFO : Epoch 1989 | loss: 0.0311092 | val_loss: 0.0311274 | Time: 2118.66 ms
[2022-04-19 05:22:18 main:574] : INFO : Epoch 1990 | loss: 0.0311099 | val_loss: 0.0311303 | Time: 2127.86 ms
[2022-04-19 05:22:20 main:574] : INFO : Epoch 1991 | loss: 0.0311122 | val_loss: 0.0311308 | Time: 2125.57 ms
[2022-04-19 05:22:23 main:574] : INFO : Epoch 1992 | loss: 0.0311125 | val_loss: 0.031133 | Time: 2134.41 ms
[2022-04-19 05:22:25 main:574] : INFO : Epoch 1993 | loss: 0.0311102 | val_loss: 0.0311276 | Time: 2128.41 ms
[2022-04-19 05:22:27 main:574] : INFO : Epoch 1994 | loss: 0.0311098 | val_loss: 0.0311328 | Time: 2119.09 ms
[2022-04-19 05:22:29 main:574] : INFO : Epoch 1995 | loss: 0.0311106 | val_loss: 0.0311303 | Time: 2124.81 ms
[2022-04-19 05:22:31 main:574] : INFO : Epoch 1996 | loss: 0.0311104 | val_loss: 0.0311303 | Time: 2136.1 ms
[2022-04-19 05:22:34 main:574] : INFO : Epoch 1997 | loss: 0.0311112 | val_loss: 0.0311294 | Time: 2145.24 ms
[2022-04-19 05:22:36 main:574] : INFO : Epoch 1998 | loss: 0.0311095 | val_loss: 0.0311359 | Time: 2098.93 ms
[2022-04-19 05:22:38 main:574] : INFO : Epoch 1999 | loss: 0.0311105 | val_loss: 0.0311321 | Time: 2158.59 ms
[2022-04-19 05:22:40 main:574] : INFO : Epoch 2000 | loss: 0.0311111 | val_loss: 0.0311336 | Time: 2148.84 ms
[2022-04-19 05:22:42 main:574] : INFO : Epoch 2001 | loss: 0.0311117 | val_loss: 0.0311298 | Time: 2137.6 ms
[2022-04-19 05:22:45 main:574] : INFO : Epoch 2002 | loss: 0.031112 | val_loss: 0.0311273 | Time: 2109.58 ms
[2022-04-19 05:22:47 main:574] : INFO : Epoch 2003 | loss: 0.0311106 | val_loss: 0.0311336 | Time: 2119.71 ms
[2022-04-19 05:22:49 main:574] : INFO : Epoch 2004 | loss: 0.0311123 | val_loss: 0.0311298 | Time: 2109.53 ms
[2022-04-19 05:22:51 main:574] : INFO : Epoch 2005 | loss: 0.0311131 | val_loss: 0.0311326 | Time: 2113.51 ms
[2022-04-19 05:22:53 main:574] : INFO : Epoch 2006 | loss: 0.0311088 | val_loss: 0.03113 | Time: 2114.63 ms
[2022-04-19 05:22:56 main:574] : INFO : Epoch 2007 | loss: 0.0311088 | val_loss: 0.0311259 | Time: 2132.62 ms
[2022-04-19 05:22:58 main:574] : INFO : Epoch 2008 | loss: 0.0311079 | val_loss: 0.0311278 | Time: 2141.98 ms
[2022-04-19 05:23:00 main:574] : INFO : Epoch 2009 | loss: 0.031107 | val_loss: 0.0311311 | Time: 2142.4 ms
[2022-04-19 05:23:02 main:574] : INFO : Epoch 2010 | loss: 0.0311071 | val_loss: 0.0311333 | Time: 2253.88 ms
[2022-04-19 05:23:05 main:574] : INFO : Epoch 2011 | loss: 0.0311088 | val_loss: 0.0311292 | Time: 2145.85 ms
[2022-04-19 05:23:07 main:574] : INFO : Epoch 2012 | loss: 0.0311077 | val_loss: 0.0311298 | Time: 2145.91 ms
[2022-04-19 05:23:09 main:574] : INFO : Epoch 2013 | loss: 0.0311087 | val_loss: 0.0311345 | Time: 2138.59 ms
[2022-04-19 05:23:11 main:574] : INFO : Epoch 2014 | loss: 0.0311078 | val_loss: 0.0311325 | Time: 2115.95 ms
[2022-04-19 05:23:14 main:574] : INFO : Epoch 2015 | loss: 0.0311064 | val_loss: 0.0311273 | Time: 2101.36 ms
[2022-04-19 05:23:16 main:574] : INFO : Epoch 2016 | loss: 0.0311063 | val_loss: 0.031132 | Time: 2162.25 ms
[2022-04-19 05:23:18 main:574] : INFO : Epoch 2017 | loss: 0.0311054 | val_loss: 0.0311327 | Time: 2099.87 ms
[2022-04-19 05:23:20 main:574] : INFO : Epoch 2018 | loss: 0.0311064 | val_loss: 0.0311292 | Time: 2106.48 ms
[2022-04-19 05:23:22 main:574] : INFO : Epoch 2019 | loss: 0.0311067 | val_loss: 0.03113 | Time: 2123.81 ms
[2022-04-19 05:23:24 main:574] : INFO : Epoch 2020 | loss: 0.0311075 | val_loss: 0.0311321 | Time: 2164.82 ms
[2022-04-19 05:23:27 main:574] : INFO : Epoch 2021 | loss: 0.0311058 | val_loss: 0.0311348 | Time: 2102.41 ms
[2022-04-19 05:23:29 main:574] : INFO : Epoch 2022 | loss: 0.0311098 | val_loss: 0.0311301 | Time: 2095.33 ms
[2022-04-19 05:23:31 main:574] : INFO : Epoch 2023 | loss: 0.0311089 | val_loss: 0.0311329 | Time: 2154.75 ms
[2022-04-19 05:23:33 main:574] : INFO : Epoch 2024 | loss: 0.0311055 | val_loss: 0.031131 | Time: 2145.28 ms
[2022-04-19 05:23:35 main:574] : INFO : Epoch 2025 | loss: 0.0311068 | val_loss: 0.0311282 | Time: 2126.08 ms
[2022-04-19 05:23:37 main:574] : INFO : Epoch 2026 | loss: 0.0311072 | val_loss: 0.0311359 | Time: 2102.41 ms
[2022-04-19 05:23:40 main:574] : INFO : Epoch 2027 | loss: 0.0311081 | val_loss: 0.0311352 | Time: 2118.63 ms
[2022-04-19 05:23:42 main:574] : INFO : Epoch 2028 | loss: 0.0311056 | val_loss: 0.0311274 | Time: 2152.17 ms
[2022-04-19 05:23:44 main:574] : INFO : Epoch 2029 | loss: 0.0311068 | val_loss: 0.0311272 | Time: 2066.72 ms
[2022-04-19 05:23:46 main:574] : INFO : Epoch 2030 | loss: 0.0311111 | val_loss: 0.0311461 | Time: 2117.86 ms
[2022-04-19 05:23:48 main:574] : INFO : Epoch 2031 | loss: 0.0311195 | val_loss: 0.0311368 | Time: 2126.37 ms
[2022-04-19 05:23:50 main:574] : INFO : Epoch 2032 | loss: 0.0311077 | val_loss: 0.031135 | Time: 2095.64 ms
[2022-04-19 05:23:53 main:574] : INFO : Epoch 2033 | loss: 0.0311079 | val_loss: 0.0311343 | Time: 2118.93 ms
[2022-04-19 05:23:55 main:574] : INFO : Epoch 2034 | loss: 0.0311098 | val_loss: 0.0311343 | Time: 2176.5 ms
[2022-04-19 05:23:57 main:574] : INFO : Epoch 2035 | loss: 0.0311135 | val_loss: 0.0311284 | Time: 2096.35 ms
[2022-04-19 05:23:59 main:574] : INFO : Epoch 2036 | loss: 0.0311134 | val_loss: 0.0311324 | Time: 2137.75 ms
[2022-04-19 05:24:01 main:574] : INFO : Epoch 2037 | loss: 0.0311132 | val_loss: 0.0311308 | Time: 2155.68 ms
[2022-04-19 05:24:04 main:574] : INFO : Epoch 2038 | loss: 0.0311139 | val_loss: 0.0311317 | Time: 2113.27 ms
[2022-04-19 05:24:06 main:574] : INFO : Epoch 2039 | loss: 0.0311123 | val_loss: 0.0311273 | Time: 2108.22 ms
[2022-04-19 05:24:08 main:574] : INFO : Epoch 2040 | loss: 0.0311111 | val_loss: 0.0311344 | Time: 2126.08 ms
[2022-04-19 05:24:10 main:574] : INFO : Epoch 2041 | loss: 0.0311121 | val_loss: 0.0311352 | Time: 2103.85 ms
[2022-04-19 05:24:12 main:574] : INFO : Epoch 2042 | loss: 0.0311122 | val_loss: 0.0311324 | Time: 2128.52 ms
[2022-04-19 05:24:14 main:574] : INFO : Epoch 2043 | loss: 0.0311121 | val_loss: 0.0311279 | Time: 2098.08 ms
[2022-04-19 05:24:17 main:574] : INFO : Epoch 2044 | loss: 0.0311113 | val_loss: 0.0311403 | Time: 2142.01 ms
[2022-04-19 05:24:19 main:574] : INFO : Epoch 2045 | loss: 0.0311191 | val_loss: 0.0311367 | Time: 2114.78 ms
[2022-04-19 05:24:21 main:574] : INFO : Epoch 2046 | loss: 0.0311178 | val_loss: 0.03114 | Time: 2129.23 ms
[2022-04-19 05:24:23 main:574] : INFO : Epoch 2047 | loss: 0.031113 | val_loss: 0.0311376 | Time: 2107.84 ms
[2022-04-19 05:24:25 main:574] : INFO : Epoch 2048 | loss: 0.0311123 | val_loss: 0.0311352 | Time: 2154.52 ms
[2022-04-19 05:24:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311352
[2022-04-19 05:24:25 main:603] : INFO : Saving end state to config to file
[2022-04-19 05:24:25 main:608] : INFO : Success, exiting..
05:24:26 (19536): 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)