Task 10025659
| Name | ParityModified-1639961841-9339-0_0 |
| Workunit | 7404295 |
| Created | 20 Dec 2021, 0:57:25 UTC |
| Sent | 4 Jan 2022, 9:58:04 UTC |
| Report deadline | 12 Jan 2022, 9:58:04 UTC |
| Received | 4 Jan 2022, 11:01:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 1 hours 0 min 30 sec |
| CPU time | 54 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 6 main:574] : INFO : Epoch 1542 | loss: 0.0310351 | val_loss: 0.0312423 | Time: 1716.6 ms [2022-01-04 10:46:18 main:574] : INFO : Epoch 1543 | loss: 0.0310444 | val_loss: 0.0313326 | Time: 1702.91 ms [2022-01-04 10:46:20 main:574] : INFO : Epoch 1544 | loss: 0.0310293 | val_loss: 0.0313033 | Time: 1707.64 ms [2022-01-04 10:46:21 main:574] : INFO : Epoch 1545 | loss: 0.0310167 | val_loss: 0.0313111 | Time: 1709.34 ms [2022-01-04 10:46:23 main:574] : INFO : Epoch 1546 | loss: 0.031035 | val_loss: 0.0312832 | Time: 1696.14 ms [2022-01-04 10:46:25 main:574] : INFO : Epoch 1547 | loss: 0.0310344 | val_loss: 0.031284 | Time: 1694.37 ms [2022-01-04 10:46:27 main:574] : INFO : Epoch 1548 | loss: 0.0310291 | val_loss: 0.031308 | Time: 1696.64 ms [2022-01-04 10:46:28 main:574] : INFO : Epoch 1549 | loss: 0.0310226 | val_loss: 0.0313178 | Time: 1697.09 ms [2022-01-04 10:46:30 main:574] : INFO : Epoch 1550 | loss: 0.0310206 | val_loss: 0.031295 | Time: 1748.76 ms [2022-01-04 10:46:32 main:574] : INFO : Epoch 1551 | loss: 0.0310213 | val_loss: 0.0313104 | Time: 1752.81 ms [2022-01-04 10:46:34 main:574] : INFO : Epoch 1552 | loss: 0.0310245 | val_loss: 0.0312899 | Time: 1738.71 ms [2022-01-04 10:46:35 main:574] : INFO : Epoch 1553 | loss: 0.0310208 | val_loss: 0.0313382 | Time: 1706.1 ms [2022-01-04 10:46:37 main:574] : INFO : Epoch 1554 | loss: 0.0310198 | val_loss: 0.0313221 | Time: 1698.96 ms [2022-01-04 10:46:39 main:574] : INFO : Epoch 1555 | loss: 0.0310126 | val_loss: 0.0313361 | Time: 1732.59 ms [2022-01-04 10:46:40 main:574] : INFO : Epoch 1556 | loss: 0.0310118 | val_loss: 0.0313307 | Time: 1698.4 ms [2022-01-04 10:46:42 main:574] : INFO : Epoch 1557 | loss: 0.0310201 | val_loss: 0.0312937 | Time: 1707.27 ms [2022-01-04 10:46:44 main:574] : INFO : Epoch 1558 | loss: 0.0310275 | val_loss: 0.0312995 | Time: 1701.11 ms [2022-01-04 10:46:46 main:574] : INFO : Epoch 1559 | loss: 0.0310416 | val_loss: 0.031286 | Time: 1708.87 ms [2022-01-04 10:46:47 main:574] : INFO : Epoch 1560 | loss: 0.0310284 | val_loss: 0.0313112 | Time: 1759.82 ms [2022-01-04 10:46:49 main:574] : INFO : Epoch 1561 | loss: 0.0310295 | val_loss: 0.031357 | Time: 1690.8 ms [2022-01-04 10:46:51 main:574] : INFO : Epoch 1562 | loss: 0.0310268 | val_loss: 0.0312883 | Time: 1686.93 ms [2022-01-04 10:46:52 main:574] : INFO : Epoch 1563 | loss: 0.0310268 | val_loss: 0.0313237 | Time: 1691.22 ms [2022-01-04 10:46:54 main:574] : INFO : Epoch 1564 | loss: 0.0310189 | val_loss: 0.031302 | Time: 1690.77 ms [2022-01-04 10:46:56 main:574] : INFO : Epoch 1565 | loss: 0.0310181 | val_loss: 0.0313063 | Time: 1697.75 ms [2022-01-04 10:46:58 main:574] : INFO : Epoch 1566 | loss: 0.0310195 | val_loss: 0.0312591 | Time: 1696.99 ms [2022-01-04 10:46:59 main:574] : INFO : Epoch 1567 | loss: 0.031046 | val_loss: 0.031323 | Time: 1688.24 ms [2022-01-04 10:47:01 main:574] : INFO : Epoch 1568 | loss: 0.0310339 | val_loss: 0.0312602 | Time: 1689.5 ms [2022-01-04 10:47:03 main:574] : INFO : Epoch 1569 | loss: 0.0310412 | val_loss: 0.031288 | Time: 1705.43 ms [2022-01-04 10:47:05 main:574] : INFO : Epoch 1570 | loss: 0.0310261 | val_loss: 0.0313122 | Time: 1915.33 ms [2022-01-04 10:47:06 main:574] : INFO : Epoch 1571 | loss: 0.0310183 | val_loss: 0.0313263 | Time: 1819.95 ms [2022-01-04 10:47:08 main:574] : INFO : Epoch 1572 | loss: 0.0310269 | val_loss: 0.0313327 | Time: 1784.38 ms [2022-01-04 10:47:10 main:574] : INFO : Epoch 1573 | loss: 0.031018 | val_loss: 0.0313101 | Time: 1798.89 ms [2022-01-04 10:47:12 main:574] : INFO : Epoch 1574 | loss: 0.0310158 | val_loss: 0.0312995 | Time: 1925.05 ms [2022-01-04 10:47:14 main:574] : INFO : Epoch 1575 | loss: 0.0310223 | val_loss: 0.0313275 | Time: 1818.82 ms [2022-01-04 10:47:16 main:574] : INFO : Epoch 1576 | loss: 0.0310227 | val_loss: 0.031297 | Time: 1769.02 ms [2022-01-04 10:47:17 main:574] : INFO : Epoch 1577 | loss: 0.0310246 | val_loss: 0.031314 | Time: 1785.73 ms [2022-01-04 10:47:19 main:574] : INFO : Epoch 1578 | loss: 0.0310182 | val_loss: 0.0313361 | Time: 1769.54 ms [2022-01-04 10:47:21 main:574] : INFO : Epoch 1579 | loss: 0.0310213 | val_loss: 0.0313009 | Time: 1773.38 ms [2022-01-04 10:47:23 main:574] : INFO : Epoch 1580 | loss: 0.031015 | val_loss: 0.031351 | Time: 1818.97 ms [2022-01-04 10:47:25 main:574] : INFO : Epoch 1581 | loss: 0.0310153 | val_loss: 0.0313029 | Time: 1788.47 ms [2022-01-04 10:47:26 main:574] : INFO : Epoch 1582 | loss: 0.0310153 | val_loss: 0.0313377 | Time: 1833 ms [2022-01-04 10:47:28 main:574] : INFO : Epoch 1583 | loss: 0.0310178 | val_loss: 0.0313172 | Time: 1772.23 ms [2022-01-04 10:47:30 main:574] : INFO : Epoch 1584 | loss: 0.0310304 | val_loss: 0.0313091 | Time: 1767.32 ms [2022-01-04 10:47:32 main:574] : INFO : Epoch 1585 | loss: 0.0310278 | val_loss: 0.0313265 | Time: 1813.73 ms [2022-01-04 10:47:34 main:574] : INFO : Epoch 1586 | loss: 0.0310279 | val_loss: 0.0312954 | Time: 1807.41 ms [2022-01-04 10:47:36 main:574] : INFO : Epoch 1587 | loss: 0.0310248 | val_loss: 0.0313185 | Time: 1817.1 ms [2022-01-04 10:47:37 main:574] : INFO : Epoch 1588 | loss: 0.0310157 | val_loss: 0.0313588 | Time: 1767.51 ms [2022-01-04 10:47:39 main:574] : INFO : Epoch 1589 | loss: 0.0310738 | val_loss: 0.0312547 | Time: 1873.01 ms [2022-01-04 10:47:41 main:574] : INFO : Epoch 1590 | loss: 0.0310726 | val_loss: 0.0312795 | Time: 1770.02 ms [2022-01-04 10:47:43 main:574] : INFO : Epoch 1591 | loss: 0.0310482 | val_loss: 0.0313142 | Time: 1772.8 ms [2022-01-04 10:47:45 main:574] : INFO : Epoch 1592 | loss: 0.0310328 | val_loss: 0.031317 | Time: 1803.21 ms [2022-01-04 10:47:46 main:574] : INFO : Epoch 1593 | loss: 0.0310216 | val_loss: 0.0313418 | Time: 1767.24 ms [2022-01-04 10:47:48 main:574] : INFO : Epoch 1594 | loss: 0.0310229 | val_loss: 0.0313184 | Time: 1762.08 ms [2022-01-04 10:47:50 main:574] : INFO : Epoch 1595 | loss: 0.0310252 | val_loss: 0.0313052 | Time: 1831.06 ms [2022-01-04 10:47:52 main:574] : INFO : Epoch 1596 | loss: 0.0310289 | val_loss: 0.0312802 | Time: 1782.16 ms [2022-01-04 10:47:53 main:574] : INFO : Epoch 1597 | loss: 0.0310199 | val_loss: 0.0313073 | Time: 1753.66 ms [2022-01-04 10:47:55 main:574] : INFO : Epoch 1598 | loss: 0.0310137 | val_loss: 0.031333 | Time: 1762.56 ms [2022-01-04 10:47:57 main:574] : INFO : Epoch 1599 | loss: 0.0310129 | val_loss: 0.0313044 | Time: 1746.81 ms [2022-01-04 10:47:59 main:574] : INFO : Epoch 1600 | loss: 0.0310264 | val_loss: 0.0312774 | Time: 1750.5 ms [2022-01-04 10:48:01 main:574] : INFO : Epoch 1601 | loss: 0.0310228 | val_loss: 0.0313422 | Time: 1832.53 ms [2022-01-04 10:48:02 main:574] : INFO : Epoch 1602 | loss: 0.0310242 | val_loss: 0.0313601 | Time: 1756.74 ms [2022-01-04 10:48:04 main:574] : INFO : Epoch 1603 | loss: 0.0310191 | val_loss: 0.0313381 | Time: 1752.06 ms [2022-01-04 10:48:06 main:574] : INFO : Epoch 1604 | loss: 0.031014 | val_loss: 0.0312989 | Time: 1766.3 ms [2022-01-04 10:48:08 main:574] : INFO : Epoch 1605 | loss: 0.031012 | val_loss: 0.031346 | Time: 1739.89 ms [2022-01-04 10:48:09 main:574] : INFO : Epoch 1606 | loss: 0.0310144 | val_loss: 0.0313191 | Time: 1787.2 ms [2022-01-04 10:48:11 main:574] : INFO : Epoch 1607 | loss: 0.0310233 | val_loss: 0.0312645 | Time: 1762.74 ms [2022-01-04 10:48:13 main:574] : INFO : Epoch 1608 | loss: 0.0310281 | val_loss: 0.0313362 | Time: 1752.42 ms [2022-01-04 10:48:15 main:574] : INFO : Epoch 1609 | loss: 0.0310316 | val_loss: 0.0313312 | Time: 1746.69 ms [2022-01-04 10:48:17 main:574] : INFO : Epoch 1610 | loss: 0.0310273 | val_loss: 0.0313141 | Time: 1750.77 ms [2022-01-04 10:48:18 main:574] : INFO : Epoch 1611 | loss: 0.0310186 | val_loss: 0.031322 | Time: 1775.2 ms [2022-01-04 10:48:20 main:574] : INFO : Epoch 1612 | loss: 0.0310161 | val_loss: 0.0312977 | Time: 1855.65 ms [2022-01-04 10:48:22 main:574] : INFO : Epoch 1613 | loss: 0.0310171 | val_loss: 0.0312764 | Time: 1751.95 ms [2022-01-04 10:48:24 main:574] : INFO : Epoch 1614 | loss: 0.031031 | val_loss: 0.0313255 | Time: 1770.61 ms [2022-01-04 10:48:26 main:574] : INFO : Epoch 1615 | loss: 0.0310143 | val_loss: 0.0313548 | Time: 1752.57 ms [2022-01-04 10:48:27 main:574] : INFO : Epoch 1616 | loss: 0.0310055 | val_loss: 0.0313038 | Time: 1757.3 ms [2022-01-04 10:48:29 main:574] : INFO : Epoch 1617 | loss: 0.0310176 | val_loss: 0.0313066 | Time: 1749.2 ms [2022-01-04 10:48:31 main:574] : INFO : Epoch 1618 | loss: 0.031041 | val_loss: 0.0313587 | Time: 1754.28 ms [2022-01-04 10:48:33 main:574] : INFO : Epoch 1619 | loss: 0.0310195 | val_loss: 0.0313467 | Time: 1744.54 ms [2022-01-04 10:48:34 main:574] : INFO : Epoch 1620 | loss: 0.0310176 | val_loss: 0.0313091 | Time: 1773.82 ms [2022-01-04 10:48:36 main:574] : INFO : Epoch 1621 | loss: 0.0310151 | val_loss: 0.0312928 | Time: 1755.71 ms [2022-01-04 10:48:38 main:574] : INFO : Epoch 1622 | loss: 0.0310184 | val_loss: 0.0313311 | Time: 1755.3 ms [2022-01-04 10:48:40 main:574] : INFO : Epoch 1623 | loss: 0.0310227 | val_loss: 0.0313221 | Time: 1799.23 ms [2022-01-04 10:48:41 main:574] : INFO : Epoch 1624 | loss: 0.0310208 | val_loss: 0.0312835 | Time: 1764.07 ms [2022-01-04 10:48:43 main:574] : INFO : Epoch 1625 | loss: 0.0310293 | val_loss: 0.0312958 | Time: 1736.67 ms [2022-01-04 10:48:45 main:574] : INFO : Epoch 1626 | loss: 0.0310228 | val_loss: 0.0313139 | Time: 1764.34 ms [2022-01-04 10:48:47 main:574] : INFO : Epoch 1627 | loss: 0.0310282 | val_loss: 0.0312898 | Time: 1821.07 ms [2022-01-04 10:48:49 main:574] : INFO : Epoch 1628 | loss: 0.0310244 | val_loss: 0.03128 | Time: 1743.57 ms [2022-01-04 10:48:50 main:574] : INFO : Epoch 1629 | loss: 0.0310336 | val_loss: 0.0313078 | Time: 1753.61 ms [2022-01-04 10:48:52 main:574] : INFO : Epoch 1630 | loss: 0.0310156 | val_loss: 0.0312961 | Time: 1816.6 ms [2022-01-04 10:48:54 main:574] : INFO : Epoch 1631 | loss: 0.031015 | val_loss: 0.0313068 | Time: 1750.56 ms [2022-01-04 10:48:56 main:574] : INFO : Epoch 1632 | loss: 0.031022 | val_loss: 0.0313081 | Time: 1741.87 ms [2022-01-04 10:48:57 main:574] : INFO : Epoch 1633 | loss: 0.0310186 | val_loss: 0.0313005 | Time: 1745.05 ms [2022-01-04 10:48:59 main:574] : INFO : Epoch 1634 | loss: 0.0310212 | val_loss: 0.0313185 | Time: 1750.81 ms [2022-01-04 10:49:01 main:574] : INFO : Epoch 1635 | loss: 0.0310254 | val_loss: 0.0312924 | Time: 1760.66 ms [2022-01-04 10:49:03 main:574] : INFO : Epoch 1636 | loss: 0.0310212 | val_loss: 0.0313287 | Time: 1768.19 ms [2022-01-04 10:49:05 main:574] : INFO : Epoch 1637 | loss: 0.0310271 | val_loss: 0.0313091 | Time: 1753.57 ms [2022-01-04 10:49:06 main:574] : INFO : Epoch 1638 | loss: 0.0310156 | val_loss: 0.031327 | Time: 1742.28 ms [2022-01-04 10:49:08 main:574] : INFO : Epoch 1639 | loss: 0.0310189 | val_loss: 0.0313248 | Time: 1752.57 ms [2022-01-04 10:49:10 main:574] : INFO : Epoch 1640 | loss: 0.0310232 | val_loss: 0.0313368 | Time: 1760.49 ms [2022-01-04 10:49:12 main:574] : INFO : Epoch 1641 | loss: 0.0310143 | val_loss: 0.0313158 | Time: 1755.07 ms [2022-01-04 10:49:13 main:574] : INFO : Epoch 1642 | loss: 0.0310186 | val_loss: 0.0313346 | Time: 1742.86 ms [2022-01-04 10:49:15 main:574] : INFO : Epoch 1643 | loss: 0.0310127 | val_loss: 0.0313249 | Time: 1761.81 ms [2022-01-04 10:49:17 main:574] : INFO : Epoch 1644 | loss: 0.031011 | val_loss: 0.0312893 | Time: 1778.62 ms [2022-01-04 10:49:19 main:574] : INFO : Epoch 1645 | loss: 0.0310243 | val_loss: 0.0313195 | Time: 1757.42 ms [2022-01-04 10:49:20 main:574] : INFO : Epoch 1646 | loss: 0.0310316 | val_loss: 0.0312688 | Time: 1748.06 ms [2022-01-04 10:49:22 main:574] : INFO : Epoch 1647 | loss: 0.0310788 | val_loss: 0.0312793 | Time: 1744.77 ms [2022-01-04 10:49:24 main:574] : INFO : Epoch 1648 | loss: 0.0310506 | val_loss: 0.0313034 | Time: 1755.26 ms [2022-01-04 10:49:26 main:574] : INFO : Epoch 1649 | loss: 0.0310346 | val_loss: 0.0313017 | Time: 1771.74 ms [2022-01-04 10:49:28 main:574] : INFO : Epoch 1650 | loss: 0.0310201 | val_loss: 0.0313041 | Time: 1783.99 ms [2022-01-04 10:49:29 main:574] : INFO : Epoch 1651 | loss: 0.0310155 | val_loss: 0.0312813 | Time: 1764.39 ms [2022-01-04 10:49:31 main:574] : INFO : Epoch 1652 | loss: 0.0310198 | val_loss: 0.0313218 | Time: 1749.4 ms [2022-01-04 10:49:33 main:574] : INFO : Epoch 1653 | loss: 0.031023 | val_loss: 0.0313312 | Time: 1760.71 ms [2022-01-04 10:49:35 main:574] : INFO : Epoch 1654 | loss: 0.031039 | val_loss: 0.0313044 | Time: 1753.91 ms [2022-01-04 10:49:36 main:574] : INFO : Epoch 1655 | loss: 0.0310307 | val_loss: 0.0312949 | Time: 1742.8 ms [2022-01-04 10:49:38 main:574] : INFO : Epoch 1656 | loss: 0.0310499 | val_loss: 0.0313324 | Time: 1804.12 ms [2022-01-04 10:49:40 main:574] : INFO : Epoch 1657 | loss: 0.0310251 | val_loss: 0.0313121 | Time: 1719.84 ms [2022-01-04 10:49:42 main:574] : INFO : Epoch 1658 | loss: 0.0310143 | val_loss: 0.0313118 | Time: 1761.12 ms [2022-01-04 10:49:43 main:574] : INFO : Epoch 1659 | loss: 0.031018 | val_loss: 0.0312844 | Time: 1752.44 ms [2022-01-04 10:49:45 main:574] : INFO : Epoch 1660 | loss: 0.0310148 | val_loss: 0.0313072 | Time: 1769.11 ms [2022-01-04 10:49:47 main:574] : INFO : Epoch 1661 | loss: 0.0310166 | val_loss: 0.0313351 | Time: 1754.45 ms [2022-01-04 10:49:49 main:574] : INFO : Epoch 1662 | loss: 0.0310177 | val_loss: 0.031312 | Time: 1755.86 ms [2022-01-04 10:49:51 main:574] : INFO : Epoch 1663 | loss: 0.0310173 | val_loss: 0.0312792 | Time: 1748.66 ms [2022-01-04 10:49:52 main:574] : INFO : Epoch 1664 | loss: 0.0310217 | val_loss: 0.0313278 | Time: 1759.07 ms [2022-01-04 10:49:54 main:574] : INFO : Epoch 1665 | loss: 0.0310236 | val_loss: 0.0312826 | Time: 1745.27 ms [2022-01-04 10:49:56 main:574] : INFO : Epoch 1666 | loss: 0.0310252 | val_loss: 0.0313172 | Time: 1757.93 ms [2022-01-04 10:49:58 main:574] : INFO : Epoch 1667 | loss: 0.0310265 | val_loss: 0.0313043 | Time: 1809.22 ms [2022-01-04 10:49:59 main:574] : INFO : Epoch 1668 | loss: 0.0310209 | val_loss: 0.0312821 | Time: 1773.18 ms [2022-01-04 10:50:01 main:574] : INFO : Epoch 1669 | loss: 0.0310229 | val_loss: 0.0312983 | Time: 1748.66 ms [2022-01-04 10:50:03 main:574] : INFO : Epoch 1670 | loss: 0.0310279 | val_loss: 0.03131 | Time: 1795.3 ms [2022-01-04 10:50:05 main:574] : INFO : Epoch 1671 | loss: 0.0310173 | val_loss: 0.0312937 | Time: 1786.69 ms [2022-01-04 10:50:07 main:574] : INFO : Epoch 1672 | loss: 0.0310279 | val_loss: 0.0313027 | Time: 1739.04 ms [2022-01-04 10:50:08 main:574] : INFO : Epoch 1673 | loss: 0.0310317 | val_loss: 0.0313046 | Time: 1774.44 ms [2022-01-04 10:50:10 main:574] : INFO : Epoch 1674 | loss: 0.0310253 | val_loss: 0.0313054 | Time: 1748.03 ms [2022-01-04 10:50:12 main:574] : INFO : Epoch 1675 | loss: 0.0310163 | val_loss: 0.0313049 | Time: 1751.28 ms [2022-01-04 10:50:14 main:574] : INFO : Epoch 1676 | loss: 0.0310276 | val_loss: 0.0313262 | Time: 1749.78 ms [2022-01-04 10:50:15 main:574] : INFO : Epoch 1677 | loss: 0.031013 | val_loss: 0.0313267 | Time: 1745.45 ms [2022-01-04 10:50:17 main:574] : INFO : Epoch 1678 | loss: 0.0310107 | val_loss: 0.0313176 | Time: 1741.99 ms [2022-01-04 10:50:19 main:574] : INFO : Epoch 1679 | loss: 0.0310121 | val_loss: 0.0313059 | Time: 1763.33 ms [2022-01-04 10:50:21 main:574] : INFO : Epoch 1680 | loss: 0.0310111 | val_loss: 0.0312772 | Time: 1736.7 ms [2022-01-04 10:50:22 main:574] : INFO : Epoch 1681 | loss: 0.031021 | val_loss: 0.0312998 | Time: 1749.2 ms [2022-01-04 10:50:24 main:574] : INFO : Epoch 1682 | loss: 0.0310244 | val_loss: 0.0312873 | Time: 1743.75 ms [2022-01-04 10:50:26 main:574] : INFO : Epoch 1683 | loss: 0.0310195 | val_loss: 0.0313064 | Time: 1787.99 ms [2022-01-04 10:50:28 main:574] : INFO : Epoch 1684 | loss: 0.0310118 | val_loss: 0.0313087 | Time: 1770.84 ms [2022-01-04 10:50:30 main:574] : INFO : Epoch 1685 | loss: 0.0310104 | val_loss: 0.0313069 | Time: 1759.56 ms [2022-01-04 10:50:31 main:574] : INFO : Epoch 1686 | loss: 0.0310307 | val_loss: 0.0312917 | Time: 1759.34 ms [2022-01-04 10:50:33 main:574] : INFO : Epoch 1687 | loss: 0.0310262 | val_loss: 0.0313071 | Time: 1746.28 ms [2022-01-04 10:50:35 main:574] : INFO : Epoch 1688 | loss: 0.0310271 | val_loss: 0.0313017 | Time: 1746.74 ms [2022-01-04 10:50:37 main:574] : INFO : Epoch 1689 | loss: 0.0310231 | val_loss: 0.0313211 | Time: 1761.43 ms [2022-01-04 10:50:38 main:574] : INFO : Epoch 1690 | loss: 0.0310182 | val_loss: 0.0313325 | Time: 1753.7 ms [2022-01-04 10:50:40 main:574] : INFO : Epoch 1691 | loss: 0.0310104 | val_loss: 0.0313198 | Time: 1722.31 ms [2022-01-04 10:50:42 main:574] : INFO : Epoch 1692 | loss: 0.0310211 | val_loss: 0.0313038 | Time: 1747.08 ms [2022-01-04 10:50:44 main:574] : INFO : Epoch 1693 | loss: 0.03104 | val_loss: 0.031307 | Time: 1760.86 ms [2022-01-04 10:50:45 main:574] : INFO : Epoch 1694 | loss: 0.0310293 | val_loss: 0.0313197 | Time: 1750.04 ms [2022-01-04 10:50:47 main:574] : INFO : Epoch 1695 | loss: 0.0310293 | val_loss: 0.0313193 | Time: 1746.25 ms [2022-01-04 10:50:49 main:574] : INFO : Epoch 1696 | loss: 0.031016 | val_loss: 0.0312899 | Time: 1810.12 ms [2022-01-04 10:50:51 main:574] : INFO : Epoch 1697 | loss: 0.0310213 | val_loss: 0.0312945 | Time: 1743.4 ms [2022-01-04 10:50:53 main:574] : INFO : Epoch 1698 | loss: 0.0310167 | val_loss: 0.0313302 | Time: 1751.54 ms [2022-01-04 10:50:54 main:574] : INFO : Epoch 1699 | loss: 0.0310222 | val_loss: 0.0313182 | Time: 1765.4 ms [2022-01-04 10:50:56 main:574] : INFO : Epoch 1700 | loss: 0.0310285 | val_loss: 0.0313061 | Time: 1756.24 ms [2022-01-04 10:50:58 main:574] : INFO : Epoch 1701 | loss: 0.0310198 | val_loss: 0.0313083 | Time: 1750.76 ms [2022-01-04 10:51:00 main:574] : INFO : Epoch 1702 | loss: 0.0310062 | val_loss: 0.0313292 | Time: 1747.38 ms [2022-01-04 10:51:01 main:574] : INFO : Epoch 1703 | loss: 0.0310073 | val_loss: 0.0313104 | Time: 1759.47 ms [2022-01-04 10:51:03 main:574] : INFO : Epoch 1704 | loss: 0.0310083 | val_loss: 0.0313685 | Time: 1747.55 ms [2022-01-04 10:51:05 main:574] : INFO : Epoch 1705 | loss: 0.0310136 | val_loss: 0.0313145 | Time: 1769.48 ms [2022-01-04 10:51:07 main:574] : INFO : Epoch 1706 | loss: 0.0310146 | val_loss: 0.031333 | Time: 1755.76 ms [2022-01-04 10:51:08 main:574] : INFO : Epoch 1707 | loss: 0.031015 | val_loss: 0.0313094 | Time: 1757.27 ms [2022-01-04 10:51:10 main:574] : INFO : Epoch 1708 | loss: 0.0310329 | val_loss: 0.0313056 | Time: 1744.22 ms [2022-01-04 10:51:12 main:574] : INFO : Epoch 1709 | loss: 0.0310338 | val_loss: 0.0313011 | Time: 1762.96 ms [2022-01-04 10:51:14 main:574] : INFO : Epoch 1710 | loss: 0.0310302 | val_loss: 0.0313085 | Time: 1757.75 ms [2022-01-04 10:51:15 main:574] : INFO : Epoch 1711 | loss: 0.0310225 | val_loss: 0.0313187 | Time: 1745.25 ms [2022-01-04 10:51:17 main:574] : INFO : Epoch 1712 | loss: 0.0310156 | val_loss: 0.0313185 | Time: 1746.03 ms [2022-01-04 10:51:19 main:574] : INFO : Epoch 1713 | loss: 0.0310203 | val_loss: 0.031307 | Time: 1748.76 ms [2022-01-04 10:51:21 main:574] : INFO : Epoch 1714 | loss: 0.0310207 | val_loss: 0.0312874 | Time: 1750.97 ms [2022-01-04 10:51:23 main:574] : INFO : Epoch 1715 | loss: 0.0310265 | val_loss: 0.0313087 | Time: 1783.44 ms [2022-01-04 10:51:24 main:574] : INFO : Epoch 1716 | loss: 0.0310191 | val_loss: 0.0313104 | Time: 1768.26 ms [2022-01-04 10:51:26 main:574] : INFO : Epoch 1717 | loss: 0.0310183 | val_loss: 0.0313183 | Time: 1767.04 ms [2022-01-04 10:51:28 main:574] : INFO : Epoch 1718 | loss: 0.0310113 | val_loss: 0.0313358 | Time: 1743.37 ms [2022-01-04 10:51:30 main:574] : INFO : Epoch 1719 | loss: 0.0310116 | val_loss: 0.0312994 | Time: 1762.48 ms [2022-01-04 10:51:31 main:574] : INFO : Epoch 1720 | loss: 0.0310242 | val_loss: 0.0312679 | Time: 1738.3 ms [2022-01-04 10:51:33 main:574] : INFO : Epoch 1721 | loss: 0.0310203 | val_loss: 0.0313251 | Time: 1756.54 ms [2022-01-04 10:51:35 main:574] : INFO : Epoch 1722 | loss: 0.0310379 | val_loss: 0.0312768 | Time: 1743.57 ms [2022-01-04 10:51:37 main:574] : INFO : Epoch 1723 | loss: 0.0310258 | val_loss: 0.0313141 | Time: 1771.15 ms [2022-01-04 10:51:38 main:574] : INFO : Epoch 1724 | loss: 0.031022 | val_loss: 0.0312939 | Time: 1738.86 ms [2022-01-04 10:51:40 main:574] : INFO : Epoch 1725 | loss: 0.0310195 | val_loss: 0.0313256 | Time: 1727.72 ms [2022-01-04 10:51:42 main:574] : INFO : Epoch 1726 | loss: 0.0310176 | val_loss: 0.0313075 | Time: 1741.17 ms [2022-01-04 10:51:44 main:574] : INFO : Epoch 1727 | loss: 0.0310167 | val_loss: 0.0313026 | Time: 1745.46 ms [2022-01-04 10:51:45 main:574] : INFO : Epoch 1728 | loss: 0.031037 | val_loss: 0.0313018 | Time: 1756.2 ms [2022-01-04 10:51:47 main:574] : INFO : Epoch 1729 | loss: 0.031035 | val_loss: 0.0312831 | Time: 1830.25 ms [2022-01-04 10:51:49 main:574] : INFO : Epoch 1730 | loss: 0.0311068 | val_loss: 0.0312529 | Time: 1757.31 ms [2022-01-04 10:51:51 main:574] : INFO : Epoch 1731 | loss: 0.0311065 | val_loss: 0.0312672 | Time: 1893.63 ms [2022-01-04 10:51:53 main:574] : INFO : Epoch 1732 | loss: 0.0310757 | val_loss: 0.0312713 | Time: 1876.81 ms [2022-01-04 10:51:55 main:574] : INFO : Epoch 1733 | loss: 0.031049 | val_loss: 0.0312825 | Time: 1749.38 ms [2022-01-04 10:51:56 main:574] : INFO : Epoch 1734 | loss: 0.0310321 | val_loss: 0.0313523 | Time: 1749.9 ms [2022-01-04 10:51:58 main:574] : INFO : Epoch 1735 | loss: 0.0310272 | val_loss: 0.0312931 | Time: 1746.02 ms [2022-01-04 10:52:00 main:574] : INFO : Epoch 1736 | loss: 0.0310294 | val_loss: 0.031315 | Time: 1756.17 ms [2022-01-04 10:52:02 main:574] : INFO : Epoch 1737 | loss: 0.0310249 | val_loss: 0.031325 | Time: 1755.17 ms [2022-01-04 10:52:03 main:574] : INFO : Epoch 1738 | loss: 0.0310155 | val_loss: 0.0313068 | Time: 1753.5 ms [2022-01-04 10:52:05 main:574] : INFO : Epoch 1739 | loss: 0.0310126 | val_loss: 0.0313304 | Time: 1756.73 ms [2022-01-04 10:52:07 main:574] : INFO : Epoch 1740 | loss: 0.0310192 | val_loss: 0.0312979 | Time: 1755.38 ms [2022-01-04 10:52:09 main:574] : INFO : Epoch 1741 | loss: 0.0310294 | val_loss: 0.0312746 | Time: 1761.2 ms [2022-01-04 10:52:11 main:574] : INFO : Epoch 1742 | loss: 0.031042 | val_loss: 0.0312866 | Time: 1766.58 ms [2022-01-04 10:52:12 main:574] : INFO : Epoch 1743 | loss: 0.0310267 | val_loss: 0.0313243 | Time: 1754.54 ms [2022-01-04 10:52:14 main:574] : INFO : Epoch 1744 | loss: 0.0310288 | val_loss: 0.031279 | Time: 1747.91 ms [2022-01-04 10:52:16 main:574] : INFO : Epoch 1745 | loss: 0.0310335 | val_loss: 0.0313053 | Time: 1765.35 ms [2022-01-04 10:52:18 main:574] : INFO : Epoch 1746 | loss: 0.0310249 | val_loss: 0.0313078 | Time: 1755.91 ms [2022-01-04 10:52:19 main:574] : INFO : Epoch 1747 | loss: 0.0310279 | val_loss: 0.031306 | Time: 1758.87 ms [2022-01-04 10:52:21 main:574] : INFO : Epoch 1748 | loss: 0.031016 | val_loss: 0.0312933 | Time: 1745.4 ms [2022-01-04 10:52:23 main:574] : INFO : Epoch 1749 | loss: 0.0310203 | val_loss: 0.0312637 | Time: 1757.79 ms [2022-01-04 10:52:25 main:574] : INFO : Epoch 1750 | loss: 0.0310331 | val_loss: 0.0312972 | Time: 1756.3 ms [2022-01-04 10:52:27 main:574] : INFO : Epoch 1751 | loss: 0.0310118 | val_loss: 0.03132 | Time: 1972.05 ms [2022-01-04 10:52:28 main:574] : INFO : Epoch 1752 | loss: 0.0310111 | val_loss: 0.0313174 | Time: 1857.92 ms [2022-01-04 10:52:30 main:574] : INFO : Epoch 1753 | loss: 0.0310234 | val_loss: 0.0313057 | Time: 1702.24 ms [2022-01-04 10:52:32 main:574] : INFO : Epoch 1754 | loss: 0.0310179 | val_loss: 0.0313044 | Time: 1704.3 ms [2022-01-04 10:52:34 main:574] : INFO : Epoch 1755 | loss: 0.0310128 | val_loss: 0.0313655 | Time: 1755.35 ms [2022-01-04 10:52:36 main:574] : INFO : Epoch 1756 | loss: 0.0310216 | val_loss: 0.0313167 | Time: 1800.48 ms [2022-01-04 10:52:37 main:574] : INFO : Epoch 1757 | loss: 0.0310131 | val_loss: 0.0312999 | Time: 1697.17 ms [2022-01-04 10:52:39 main:574] : INFO : Epoch 1758 | loss: 0.0310145 | val_loss: 0.0313442 | Time: 1717.11 ms [2022-01-04 10:52:41 main:574] : INFO : Epoch 1759 | loss: 0.0310056 | val_loss: 0.0313293 | Time: 1696.24 ms [2022-01-04 10:52:42 main:574] : INFO : Epoch 1760 | loss: 0.0310102 | val_loss: 0.0313467 | Time: 1720.77 ms [2022-01-04 10:52:44 main:574] : INFO : Epoch 1761 | loss: 0.0310106 | val_loss: 0.0313176 | Time: 1943.41 ms [2022-01-04 10:52:46 main:574] : INFO : Epoch 1762 | loss: 0.0310172 | val_loss: 0.0313555 | Time: 1837.35 ms [2022-01-04 10:52:48 main:574] : INFO : Epoch 1763 | loss: 0.0310245 | val_loss: 0.0313198 | Time: 1807.71 ms [2022-01-04 10:52:50 main:574] : INFO : Epoch 1764 | loss: 0.031035 | val_loss: 0.0313111 | Time: 2052.79 ms [2022-01-04 10:52:52 main:574] : INFO : Epoch 1765 | loss: 0.0310207 | val_loss: 0.0312951 | Time: 1841.45 ms [2022-01-04 10:52:54 main:574] : INFO : Epoch 1766 | loss: 0.0310168 | val_loss: 0.0312933 | Time: 1758.57 ms [2022-01-04 10:52:56 main:574] : INFO : Epoch 1767 | loss: 0.0310337 | val_loss: 0.0312876 | Time: 1817.9 ms [2022-01-04 10:52:57 main:574] : INFO : Epoch 1768 | loss: 0.0310357 | val_loss: 0.0312745 | Time: 1765.11 ms [2022-01-04 10:52:59 main:574] : INFO : Epoch 1769 | loss: 0.0310344 | val_loss: 0.0312826 | Time: 1805.82 ms [2022-01-04 10:53:01 main:574] : INFO : Epoch 1770 | loss: 0.0310266 | val_loss: 0.0313639 | Time: 1798.58 ms [2022-01-04 10:53:03 main:574] : INFO : Epoch 1771 | loss: 0.0310261 | val_loss: 0.031325 | Time: 1895.47 ms [2022-01-04 10:53:05 main:574] : INFO : Epoch 1772 | loss: 0.0310135 | val_loss: 0.0312939 | Time: 1796.93 ms [2022-01-04 10:53:06 main:574] : INFO : Epoch 1773 | loss: 0.0310104 | val_loss: 0.0313224 | Time: 1788.06 ms [2022-01-04 10:53:08 main:574] : INFO : Epoch 1774 | loss: 0.0310148 | val_loss: 0.0312786 | Time: 1841.16 ms [2022-01-04 10:53:10 main:574] : INFO : Epoch 1775 | loss: 0.0310226 | val_loss: 0.0313284 | Time: 1861.89 ms [2022-01-04 10:53:12 main:574] : INFO : Epoch 1776 | loss: 0.0310334 | val_loss: 0.0313432 | Time: 1761.88 ms [2022-01-04 10:53:14 main:574] : INFO : Epoch 1777 | loss: 0.0310178 | val_loss: 0.0313027 | Time: 1752.79 ms [2022-01-04 10:53:16 main:574] : INFO : Epoch 1778 | loss: 0.031018 | val_loss: 0.0313005 | Time: 1821.55 ms [2022-01-04 10:53:17 main:574] : INFO : Epoch 1779 | loss: 0.0310193 | val_loss: 0.0312778 | Time: 1781.7 ms [2022-01-04 10:53:19 main:574] : INFO : Epoch 1780 | loss: 0.0310158 | val_loss: 0.031289 | Time: 1776.02 ms [2022-01-04 10:53:21 main:574] : INFO : Epoch 1781 | loss: 0.0310185 | val_loss: 0.0313308 | Time: 1772.26 ms [2022-01-04 10:53:23 main:574] : INFO : Epoch 1782 | loss: 0.0310164 | val_loss: 0.0313145 | Time: 2087.04 ms [2022-01-04 10:53:25 main:574] : INFO : Epoch 1783 | loss: 0.031008 | val_loss: 0.0313154 | Time: 1754.31 ms [2022-01-04 10:53:27 main:574] : INFO : Epoch 1784 | loss: 0.0310143 | val_loss: 0.0313573 | Time: 1774.71 ms [2022-01-04 10:53:28 main:574] : INFO : Epoch 1785 | loss: 0.031031 | val_loss: 0.031316 | Time: 1772.16 ms [2022-01-04 10:53:30 main:574] : INFO : Epoch 1786 | loss: 0.0310236 | val_loss: 0.0313403 | Time: 1828.34 ms [2022-01-04 10:53:32 main:574] : INFO : Epoch 1787 | loss: 0.0310158 | val_loss: 0.0313292 | Time: 1805.93 ms [2022-01-04 10:53:34 main:574] : INFO : Epoch 1788 | loss: 0.031019 | val_loss: 0.0313243 | Time: 1764.13 ms [2022-01-04 10:53:36 main:574] : INFO : Epoch 1789 | loss: 0.0310161 | val_loss: 0.031279 | Time: 1760.89 ms [2022-01-04 10:53:37 main:574] : INFO : Epoch 1790 | loss: 0.0310182 | val_loss: 0.0313104 | Time: 1751.53 ms [2022-01-04 10:53:39 main:574] : INFO : Epoch 1791 | loss: 0.0310186 | val_loss: 0.0313535 | Time: 1808.23 ms [2022-01-04 10:53:41 main:574] : INFO : Epoch 1792 | loss: 0.0310073 | val_loss: 0.0313117 | Time: 1747.2 ms [2022-01-04 10:53:43 main:574] : INFO : Epoch 1793 | loss: 0.0310134 | val_loss: 0.0313331 | Time: 1784.33 ms [2022-01-04 10:53:44 main:574] : INFO : Epoch 1794 | loss: 0.031013 | val_loss: 0.0313016 | Time: 1741.71 ms [2022-01-04 10:53:46 main:574] : INFO : Epoch 1795 | loss: 0.0310246 | val_loss: 0.0312993 | Time: 1739.67 ms [2022-01-04 10:53:48 main:574] : INFO : Epoch 1796 | loss: 0.0310257 | val_loss: 0.0312729 | Time: 1759.66 ms [2022-01-04 10:53:50 main:574] : INFO : Epoch 1797 | loss: 0.0310423 | val_loss: 0.0312643 | Time: 1763.8 ms [2022-01-04 10:53:51 main:574] : INFO : Epoch 1798 | loss: 0.0310389 | val_loss: 0.0313121 | Time: 1745.44 ms [2022-01-04 10:53:53 main:574] : INFO : Epoch 1799 | loss: 0.0310452 | val_loss: 0.0313393 | Time: 1763.82 ms [2022-01-04 10:53:55 main:574] : INFO : Epoch 1800 | loss: 0.0310507 | val_loss: 0.0312665 | Time: 1754.14 ms [2022-01-04 10:53:57 main:574] : INFO : Epoch 1801 | loss: 0.0310285 | val_loss: 0.0313002 | Time: 1753.4 ms [2022-01-04 10:53:59 main:574] : INFO : Epoch 1802 | loss: 0.0310257 | val_loss: 0.0313492 | Time: 1757.54 ms [2022-01-04 10:54:00 main:574] : INFO : Epoch 1803 | loss: 0.0310208 | val_loss: 0.0313206 | Time: 1751.47 ms [2022-01-04 10:54:02 main:574] : INFO : Epoch 1804 | loss: 0.0310412 | val_loss: 0.0313013 | Time: 1743.46 ms [2022-01-04 10:54:04 main:574] : INFO : Epoch 1805 | loss: 0.0310203 | val_loss: 0.0313072 | Time: 1772.03 ms [2022-01-04 10:54:06 main:574] : INFO : Epoch 1806 | loss: 0.0310282 | val_loss: 0.0312673 | Time: 1767.42 ms [2022-01-04 10:54:07 main:574] : INFO : Epoch 1807 | loss: 0.0310265 | val_loss: 0.0312968 | Time: 1803.15 ms [2022-01-04 10:54:09 main:574] : INFO : Epoch 1808 | loss: 0.0310315 | val_loss: 0.0312847 | Time: 1754.93 ms [2022-01-04 10:54:11 main:574] : INFO : Epoch 1809 | loss: 0.031033 | val_loss: 0.0312802 | Time: 1758.01 ms [2022-01-04 10:54:13 main:574] : INFO : Epoch 1810 | loss: 0.0310264 | val_loss: 0.0313146 | Time: 1756.73 ms [2022-01-04 10:54:15 main:574] : INFO : Epoch 1811 | loss: 0.0310317 | val_loss: 0.031294 | Time: 1748.05 ms [2022-01-04 10:54:16 main:574] : INFO : Epoch 1812 | loss: 0.0310167 | val_loss: 0.031317 | Time: 1747.61 ms [2022-01-04 10:54:18 main:574] : INFO : Epoch 1813 | loss: 0.0310181 | val_loss: 0.0313347 | Time: 1768.28 ms [2022-01-04 10:54:20 main:574] : INFO : Epoch 1814 | loss: 0.0310148 | val_loss: 0.0313143 | Time: 1749.63 ms [2022-01-04 10:54:22 main:574] : INFO : Epoch 1815 | loss: 0.0310126 | val_loss: 0.0312744 | Time: 1741.8 ms [2022-01-04 10:54:23 main:574] : INFO : Epoch 1816 | loss: 0.0310344 | val_loss: 0.0312827 | Time: 1758.39 ms [2022-01-04 10:54:25 main:574] : INFO : Epoch 1817 | loss: 0.0310216 | val_loss: 0.0312812 | Time: 1748.95 ms [2022-01-04 10:54:27 main:574] : INFO : Epoch 1818 | loss: 0.0310303 | val_loss: 0.0313274 | Time: 1743.97 ms [2022-01-04 10:54:29 main:574] : INFO : Epoch 1819 | loss: 0.0310255 | val_loss: 0.031298 | Time: 1755.61 ms [2022-01-04 10:54:30 main:574] : INFO : Epoch 1820 | loss: 0.0310204 | val_loss: 0.0313019 | Time: 1767.27 ms [2022-01-04 10:54:32 main:574] : INFO : Epoch 1821 | loss: 0.0310353 | val_loss: 0.0312711 | Time: 1812.27 ms [2022-01-04 10:54:34 main:574] : INFO : Epoch 1822 | loss: 0.0310258 | val_loss: 0.0313156 | Time: 1748.92 ms [2022-01-04 10:54:36 main:574] : INFO : Epoch 1823 | loss: 0.0310404 | val_loss: 0.0312522 | Time: 1747.14 ms [2022-01-04 10:54:38 main:574] : INFO : Epoch 1824 | loss: 0.0310282 | val_loss: 0.0313154 | Time: 1751.21 ms [2022-01-04 10:54:39 main:574] : INFO : Epoch 1825 | loss: 0.0310164 | val_loss: 0.0313178 | Time: 1747.65 ms [2022-01-04 10:54:41 main:574] : INFO : Epoch 1826 | loss: 0.0310138 | val_loss: 0.031328 | Time: 1775.28 ms [2022-01-04 10:54:43 main:574] : INFO : Epoch 1827 | loss: 0.0310274 | val_loss: 0.0312641 | Time: 1733.86 ms [2022-01-04 10:54:45 main:574] : INFO : Epoch 1828 | loss: 0.0310271 | val_loss: 0.0312919 | Time: 1748.2 ms [2022-01-04 10:54:46 main:574] : INFO : Epoch 1829 | loss: 0.0310196 | val_loss: 0.031317 | Time: 1757.15 ms [2022-01-04 10:54:48 main:574] : INFO : Epoch 1830 | loss: 0.0310183 | val_loss: 0.0313 | Time: 1769.33 ms [2022-01-04 10:54:50 main:574] : INFO : Epoch 1831 | loss: 0.0310132 | val_loss: 0.0313031 | Time: 1761.33 ms [2022-01-04 10:54:52 main:574] : INFO : Epoch 1832 | loss: 0.0310119 | val_loss: 0.0312983 | Time: 1758.61 ms [2022-01-04 10:54:53 main:574] : INFO : Epoch 1833 | loss: 0.0310212 | val_loss: 0.0313122 | Time: 1751.93 ms [2022-01-04 10:54:55 main:574] : INFO : Epoch 1834 | loss: 0.0310231 | val_loss: 0.0313084 | Time: 1743.86 ms [2022-01-04 10:54:57 main:574] : INFO : Epoch 1835 | loss: 0.0310206 | val_loss: 0.0313243 | Time: 1734.42 ms [2022-01-04 10:54:59 main:574] : INFO : Epoch 1836 | loss: 0.0310062 | val_loss: 0.0313009 | Time: 1738.9 ms [2022-01-04 10:55:00 main:574] : INFO : Epoch 1837 | loss: 0.0310057 | val_loss: 0.0313367 | Time: 1759.47 ms [2022-01-04 10:55:02 main:574] : INFO : Epoch 1838 | loss: 0.0310152 | val_loss: 0.03132 | Time: 1750.19 ms [2022-01-04 10:55:04 main:574] : INFO : Epoch 1839 | loss: 0.0310163 | val_loss: 0.0312894 | Time: 1752.16 ms [2022-01-04 10:55:06 main:574] : INFO : Epoch 1840 | loss: 0.0310196 | val_loss: 0.0313008 | Time: 1751.56 ms [2022-01-04 10:55:07 main:574] : INFO : Epoch 1841 | loss: 0.0310256 | val_loss: 0.0313167 | Time: 1748.14 ms [2022-01-04 10:55:09 main:574] : INFO : Epoch 1842 | loss: 0.0310329 | val_loss: 0.0312685 | Time: 1738.91 ms [2022-01-04 10:55:11 main:574] : INFO : Epoch 1843 | loss: 0.0310262 | val_loss: 0.0312987 | Time: 1740.29 ms [2022-01-04 10:55:13 main:574] : INFO : Epoch 1844 | loss: 0.0310277 | val_loss: 0.031344 | Time: 1751.97 ms [2022-01-04 10:55:14 main:574] : INFO : Epoch 1845 | loss: 0.0310288 | val_loss: 0.0313069 | Time: 1753.07 ms [2022-01-04 10:55:16 main:574] : INFO : Epoch 1846 | loss: 0.0310191 | val_loss: 0.0313042 | Time: 1757.36 ms [2022-01-04 10:55:18 main:574] : INFO : Epoch 1847 | loss: 0.0310273 | val_loss: 0.0313032 | Time: 1800.41 ms [2022-01-04 10:55:20 main:574] : INFO : Epoch 1848 | loss: 0.0310228 | val_loss: 0.0313003 | Time: 1761.36 ms [2022-01-04 10:55:22 main:574] : INFO : Epoch 1849 | loss: 0.0310138 | val_loss: 0.0312776 | Time: 1784.49 ms [2022-01-04 10:55:24 main:574] : INFO : Epoch 1850 | loss: 0.0310112 | val_loss: 0.0313223 | Time: 1901.92 ms [2022-01-04 10:55:26 main:574] : INFO : Epoch 1851 | loss: 0.0310143 | val_loss: 0.0313097 | Time: 2055.18 ms [2022-01-04 10:55:29 main:574] : INFO : Epoch 1852 | loss: 0.03101 | val_loss: 0.0313729 | Time: 3276.79 ms [2022-01-04 10:55:41 main:574] : INFO : Epoch 1853 | loss: 0.0310203 | val_loss: 0.0313221 | Time: 12336.9 ms [2022-01-04 10:55:43 main:574] : INFO : Epoch 1854 | loss: 0.0310245 | val_loss: 0.0313401 | Time: 1825.7 ms [2022-01-04 10:55:45 main:574] : INFO : Epoch 1855 | loss: 0.0310122 | val_loss: 0.0313299 | Time: 2220.89 ms [2022-01-04 10:55:47 main:574] : INFO : Epoch 1856 | loss: 0.0310101 | val_loss: 0.0313232 | Time: 1748.71 ms [2022-01-04 10:55:49 main:574] : INFO : Epoch 1857 | loss: 0.0310153 | val_loss: 0.0313364 | Time: 1792.61 ms [2022-01-04 10:55:51 main:574] : INFO : Epoch 1858 | loss: 0.0310148 | val_loss: 0.0312951 | Time: 1759.52 ms [2022-01-04 10:55:52 main:574] : INFO : Epoch 1859 | loss: 0.0310143 | val_loss: 0.0313179 | Time: 1758.51 ms [2022-01-04 10:55:54 main:574] : INFO : Epoch 1860 | loss: 0.0310208 | val_loss: 0.0313345 | Time: 1762.98 ms [2022-01-04 10:55:56 main:574] : INFO : Epoch 1861 | loss: 0.0310204 | val_loss: 0.0312928 | Time: 1742.73 ms [2022-01-04 10:55:58 main:574] : INFO : Epoch 1862 | loss: 0.0310184 | val_loss: 0.0313205 | Time: 1740.01 ms [2022-01-04 10:55:59 main:574] : INFO : Epoch 1863 | loss: 0.0310171 | val_loss: 0.0313224 | Time: 1738.64 ms [2022-01-04 10:56:01 main:574] : INFO : Epoch 1864 | loss: 0.0310164 | val_loss: 0.0312904 | Time: 1742.03 ms [2022-01-04 10:56:03 main:574] : INFO : Epoch 1865 | loss: 0.0310152 | val_loss: 0.0313213 | Time: 1744.96 ms [2022-01-04 10:56:05 main:574] : INFO : Epoch 1866 | loss: 0.0310242 | val_loss: 0.0312895 | Time: 1759.16 ms [2022-01-04 10:56:07 main:574] : INFO : Epoch 1867 | loss: 0.0310244 | val_loss: 0.0312777 | Time: 1749.88 ms [2022-01-04 10:56:08 main:574] : INFO : Epoch 1868 | loss: 0.031018 | val_loss: 0.0313028 | Time: 1759.21 ms [2022-01-04 10:56:10 main:574] : INFO : Epoch 1869 | loss: 0.0310123 | val_loss: 0.0312865 | Time: 1767.53 ms [2022-01-04 10:56:12 main:574] : INFO : Epoch 1870 | loss: 0.0310087 | val_loss: 0.0313116 | Time: 1758.27 ms [2022-01-04 10:56:14 main:574] : INFO : Epoch 1871 | loss: 0.0310166 | val_loss: 0.0313339 | Time: 1757.57 ms [2022-01-04 10:56:15 main:574] : INFO : Epoch 1872 | loss: 0.0310264 | val_loss: 0.0313112 | Time: 1768.06 ms [2022-01-04 10:56:17 main:574] : INFO : Epoch 1873 | loss: 0.0310222 | val_loss: 0.0313208 | Time: 1743.54 ms [2022-01-04 10:56:19 main:574] : INFO : Epoch 1874 | loss: 0.0310195 | val_loss: 0.0313455 | Time: 1757.72 ms [2022-01-04 10:56:21 main:574] : INFO : Epoch 1875 | loss: 0.0310044 | val_loss: 0.0313231 | Time: 1761.86 ms [2022-01-04 10:56:22 main:574] : INFO : Epoch 1876 | loss: 0.0310129 | val_loss: 0.0313402 | Time: 1760.06 ms [2022-01-04 10:56:24 main:574] : INFO : Epoch 1877 | loss: 0.0310143 | val_loss: 0.0313498 | Time: 1748.48 ms [2022-01-04 10:56:26 main:574] : INFO : Epoch 1878 | loss: 0.0310121 | val_loss: 0.031313 | Time: 1750.09 ms [2022-01-04 10:56:28 main:574] : INFO : Epoch 1879 | loss: 0.0310158 | val_loss: 0.0313133 | Time: 1756.87 ms [2022-01-04 10:56:30 main:574] : INFO : Epoch 1880 | loss: 0.031022 | val_loss: 0.0313088 | Time: 1755.29 ms [2022-01-04 10:56:31 main:574] : INFO : Epoch 1881 | loss: 0.031021 | val_loss: 0.0313227 | Time: 1742.33 ms [2022-01-04 10:56:33 main:574] : INFO : Epoch 1882 | loss: 0.0310283 | val_loss: 0.03132 | Time: 1747.2 ms [2022-01-04 10:56:35 main:574] : INFO : Epoch 1883 | loss: 0.0310313 | val_loss: 0.0312983 | Time: 1772.6 ms [2022-01-04 10:56:37 main:574] : INFO : Epoch 1884 | loss: 0.0310229 | val_loss: 0.0313098 | Time: 1760.98 ms [2022-01-04 10:56:38 main:574] : INFO : Epoch 1885 | loss: 0.0310212 | val_loss: 0.0313016 | Time: 1754.06 ms [2022-01-04 10:56:40 main:574] : INFO : Epoch 1886 | loss: 0.0310235 | val_loss: 0.0312755 | Time: 1745.39 ms [2022-01-04 10:56:42 main:574] : INFO : Epoch 1887 | loss: 0.0310178 | val_loss: 0.0313129 | Time: 1742.5 ms [2022-01-04 10:56:44 main:574] : INFO : Epoch 1888 | loss: 0.0310326 | val_loss: 0.0313044 | Time: 1727.72 ms [2022-01-04 10:56:45 main:574] : INFO : Epoch 1889 | loss: 0.031024 | val_loss: 0.0312896 | Time: 1759.98 ms [2022-01-04 10:56:47 main:574] : INFO : Epoch 1890 | loss: 0.0310115 | val_loss: 0.0313347 | Time: 1751.42 ms [2022-01-04 10:56:49 main:574] : INFO : Epoch 1891 | loss: 0.0310115 | val_loss: 0.0313262 | Time: 1756.24 ms [2022-01-04 10:56:51 main:574] : INFO : Epoch 1892 | loss: 0.0310142 | val_loss: 0.0312817 | Time: 1747.59 ms [2022-01-04 10:56:52 main:574] : INFO : Epoch 1893 | loss: 0.0310168 | val_loss: 0.0312545 | Time: 1741.49 ms [2022-01-04 10:56:54 main:574] : INFO : Epoch 1894 | loss: 0.0310354 | val_loss: 0.0312883 | Time: 1743.33 ms [2022-01-04 10:56:56 main:574] : INFO : Epoch 1895 | loss: 0.0310213 | val_loss: 0.0312918 | Time: 1751.9 ms [2022-01-04 10:56:58 main:574] : INFO : Epoch 1896 | loss: 0.0310088 | val_loss: 0.0312926 | Time: 1732.2 ms [2022-01-04 10:56:59 main:574] : INFO : Epoch 1897 | loss: 0.0310127 | val_loss: 0.0312771 | Time: 1743.29 ms [2022-01-04 10:57:01 main:574] : INFO : Epoch 1898 | loss: 0.0310335 | val_loss: 0.0313352 | Time: 1771.71 ms [2022-01-04 10:57:03 main:574] : INFO : Epoch 1899 | loss: 0.0331639 | val_loss: 0.0421479 | Time: 1792.71 ms [2022-01-04 10:57:05 main:574] : INFO : Epoch 1900 | loss: 0.0335476 | val_loss: 0.0317945 | Time: 1767.11 ms [2022-01-04 10:57:07 main:574] : INFO : Epoch 1901 | loss: 0.0314529 | val_loss: 0.0313324 | Time: 1751.43 ms [2022-01-04 10:57:08 main:574] : INFO : Epoch 1902 | loss: 0.0312787 | val_loss: 0.031259 | Time: 1745.54 ms [2022-01-04 10:57:10 main:574] : INFO : Epoch 1903 | loss: 0.0312507 | val_loss: 0.0312431 | Time: 1735.81 ms [2022-01-04 10:57:12 main:574] : INFO : Epoch 1904 | loss: 0.0312425 | val_loss: 0.0312378 | Time: 1746.9 ms [2022-01-04 10:57:14 main:574] : INFO : Epoch 1905 | loss: 0.0312363 | val_loss: 0.0312314 | Time: 1755.97 ms [2022-01-04 10:57:15 main:574] : INFO : Epoch 1906 | loss: 0.0312275 | val_loss: 0.0312187 | Time: 1770.91 ms [2022-01-04 10:57:17 main:574] : INFO : Epoch 1907 | loss: 0.0312151 | val_loss: 0.0312062 | Time: 1766.1 ms [2022-01-04 10:57:19 main:574] : INFO : Epoch 1908 | loss: 0.0312042 | val_loss: 0.0311998 | Time: 1762.35 ms [2022-01-04 10:57:21 main:574] : INFO : Epoch 1909 | loss: 0.0311993 | val_loss: 0.0311972 | Time: 1767.31 ms [2022-01-04 10:57:22 main:574] : INFO : Epoch 1910 | loss: 0.0311966 | val_loss: 0.0311935 | Time: 1756.43 ms [2022-01-04 10:57:24 main:574] : INFO : Epoch 1911 | loss: 0.0311946 | val_loss: 0.0311928 | Time: 1753.2 ms [2022-01-04 10:57:26 main:574] : INFO : Epoch 1912 | loss: 0.0311969 | val_loss: 0.0311992 | Time: 1760.96 ms [2022-01-04 10:57:28 main:574] : INFO : Epoch 1913 | loss: 0.0311935 | val_loss: 0.0311896 | Time: 1762.19 ms [2022-01-04 10:57:30 main:574] : INFO : Epoch 1914 | loss: 0.03119 | val_loss: 0.0311887 | Time: 1768.96 ms [2022-01-04 10:57:31 main:574] : INFO : Epoch 1915 | loss: 0.0311884 | val_loss: 0.0311871 | Time: 1806.31 ms [2022-01-04 10:57:33 main:574] : INFO : Epoch 1916 | loss: 0.0311879 | val_loss: 0.0311892 | Time: 1757.49 ms [2022-01-04 10:57:35 main:574] : INFO : Epoch 1917 | loss: 0.0311885 | val_loss: 0.0311868 | Time: 1763.3 ms [2022-01-04 10:57:37 main:574] : INFO : Epoch 1918 | loss: 0.0311872 | val_loss: 0.0311866 | Time: 1798.73 ms [2022-01-04 10:57:39 main:574] : INFO : Epoch 1919 | loss: 0.031187 | val_loss: 0.0311848 | Time: 1804.77 ms [2022-01-04 10:57:40 main:574] : INFO : Epoch 1920 | loss: 0.0311853 | val_loss: 0.031184 | Time: 1781.25 ms [2022-01-04 10:57:42 main:574] : INFO : Epoch 1921 | loss: 0.0311845 | val_loss: 0.0311842 | Time: 1754.63 ms [2022-01-04 10:57:44 main:574] : INFO : Epoch 1922 | loss: 0.0311838 | val_loss: 0.031185 | Time: 1747.09 ms [2022-01-04 10:57:46 main:574] : INFO : Epoch 1923 | loss: 0.0311832 | val_loss: 0.0311827 | Time: 1782.25 ms [2022-01-04 10:57:47 main:574] : INFO : Epoch 1924 | loss: 0.0311822 | val_loss: 0.0311826 | Time: 1762.95 ms [2022-01-04 10:57:50 main:574] : INFO : Epoch 1925 | loss: 0.0311812 | val_loss: 0.0311823 | Time: 2187.47 ms [2022-01-04 10:57:51 main:574] : INFO : Epoch 1926 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 1780.38 ms [2022-01-04 10:57:53 main:574] : INFO : Epoch 1927 | loss: 0.0311801 | val_loss: 0.0311815 | Time: 1811.86 ms [2022-01-04 10:57:55 main:574] : INFO : Epoch 1928 | loss: 0.0311796 | val_loss: 0.0311823 | Time: 1748.44 ms [2022-01-04 10:57:57 main:574] : INFO : Epoch 1929 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 1751.43 ms [2022-01-04 10:57:59 main:574] : INFO : Epoch 1930 | loss: 0.0311795 | val_loss: 0.0311822 | Time: 1763.6 ms [2022-01-04 10:58:00 main:574] : INFO : Epoch 1931 | loss: 0.0311807 | val_loss: 0.0311889 | Time: 1823.46 ms [2022-01-04 10:58:02 main:574] : INFO : Epoch 1932 | loss: 0.0311818 | val_loss: 0.0311807 | Time: 1768.58 ms [2022-01-04 10:58:04 main:574] : INFO : Epoch 1933 | loss: 0.0311782 | val_loss: 0.0311856 | Time: 1764.59 ms [2022-01-04 10:58:06 main:574] : INFO : Epoch 1934 | loss: 0.0311813 | val_loss: 0.031181 | Time: 1750.52 ms [2022-01-04 10:58:07 main:574] : INFO : Epoch 1935 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 1780.51 ms [2022-01-04 10:58:09 main:574] : INFO : Epoch 1936 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 1759.25 ms [2022-01-04 10:58:11 main:574] : INFO : Epoch 1937 | loss: 0.031177 | val_loss: 0.0311796 | Time: 1748.75 ms [2022-01-04 10:58:13 main:574] : INFO : Epoch 1938 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 1757.18 ms [2022-01-04 10:58:15 main:574] : INFO : Epoch 1939 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 1763.39 ms [2022-01-04 10:58:16 main:574] : INFO : Epoch 1940 | loss: 0.031176 | val_loss: 0.0311826 | Time: 1767.03 ms [2022-01-04 10:58:18 main:574] : INFO : Epoch 1941 | loss: 0.031178 | val_loss: 0.0311795 | Time: 1761.52 ms [2022-01-04 10:58:20 main:574] : INFO : Epoch 1942 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 1790.66 ms [2022-01-04 10:58:22 main:574] : INFO : Epoch 1943 | loss: 0.0311747 | val_loss: 0.0311788 | Time: 1772.1 ms [2022-01-04 10:58:23 main:574] : INFO : Epoch 1944 | loss: 0.0311754 | val_loss: 0.0311785 | Time: 1757.01 ms [2022-01-04 10:58:25 main:574] : INFO : Epoch 1945 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 1754.21 ms [2022-01-04 10:58:27 main:574] : INFO : Epoch 1946 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 1756.17 ms [2022-01-04 10:58:29 main:574] : INFO : Epoch 1947 | loss: 0.0311746 | val_loss: 0.0311789 | Time: 1748.74 ms [2022-01-04 10:58:31 main:574] : INFO : Epoch 1948 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 1748.26 ms [2022-01-04 10:58:32 main:574] : INFO : Epoch 1949 | loss: 0.031174 | val_loss: 0.0311809 | Time: 1750.11 ms [2022-01-04 10:58:34 main:574] : INFO : Epoch 1950 | loss: 0.0311742 | val_loss: 0.031179 | Time: 1773.91 ms [2022-01-04 10:58:36 main:574] : INFO : Epoch 1951 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 1770.23 ms [2022-01-04 10:58:38 main:574] : INFO : Epoch 1952 | loss: 0.0311735 | val_loss: 0.0311792 | Time: 1772.34 ms [2022-01-04 10:58:39 main:574] : INFO : Epoch 1953 | loss: 0.0311721 | val_loss: 0.0311779 | Time: 1768.24 ms [2022-01-04 10:58:41 main:574] : INFO : Epoch 1954 | loss: 0.0311717 | val_loss: 0.031178 | Time: 1758.34 ms [2022-01-04 10:58:43 main:574] : INFO : Epoch 1955 | loss: 0.0311716 | val_loss: 0.0311797 | Time: 1817.97 ms [2022-01-04 10:58:45 main:574] : INFO : Epoch 1956 | loss: 0.0311743 | val_loss: 0.0311803 | Time: 1732.92 ms [2022-01-04 10:58:47 main:574] : INFO : Epoch 1957 | loss: 0.0311716 | val_loss: 0.0311778 | Time: 1817.37 ms [2022-01-04 10:58:48 main:574] : INFO : Epoch 1958 | loss: 0.0311702 | val_loss: 0.0311773 | Time: 1760.32 ms [2022-01-04 10:58:50 main:574] : INFO : Epoch 1959 | loss: 0.0311694 | val_loss: 0.0311832 | Time: 1775.54 ms [2022-01-04 10:58:52 main:574] : INFO : Epoch 1960 | loss: 0.0311745 | val_loss: 0.0311806 | Time: 1768.33 ms [2022-01-04 10:58:54 main:574] : INFO : Epoch 1961 | loss: 0.0311714 | val_loss: 0.0311803 | Time: 1761.26 ms [2022-01-04 10:58:55 main:574] : INFO : Epoch 1962 | loss: 0.031172 | val_loss: 0.0311822 | Time: 1756.16 ms [2022-01-04 10:58:57 main:574] : INFO : Epoch 1963 | loss: 0.0311755 | val_loss: 0.0311832 | Time: 1759.96 ms [2022-01-04 10:58:59 main:574] : INFO : Epoch 1964 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 1754.3 ms [2022-01-04 10:59:01 main:574] : INFO : Epoch 1965 | loss: 0.0311707 | val_loss: 0.0311781 | Time: 1749.98 ms [2022-01-04 10:59:03 main:574] : INFO : Epoch 1966 | loss: 0.031175 | val_loss: 0.0311785 | Time: 1759.87 ms [2022-01-04 10:59:04 main:574] : INFO : Epoch 1967 | loss: 0.0311707 | val_loss: 0.0311778 | Time: 1772.25 ms [2022-01-04 10:59:06 main:574] : INFO : Epoch 1968 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 1760.21 ms [2022-01-04 10:59:08 main:574] : INFO : Epoch 1969 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 1763.44 ms [2022-01-04 10:59:10 main:574] : INFO : Epoch 1970 | loss: 0.0311677 | val_loss: 0.0311779 | Time: 1753.53 ms [2022-01-04 10:59:11 main:574] : INFO : Epoch 1971 | loss: 0.0311687 | val_loss: 0.0311789 | Time: 1765.01 ms [2022-01-04 10:59:13 main:574] : INFO : Epoch 1972 | loss: 0.0311676 | val_loss: 0.0311786 | Time: 1809.32 ms [2022-01-04 10:59:15 main:574] : INFO : Epoch 1973 | loss: 0.0311671 | val_loss: 0.0311777 | Time: 1784.49 ms [2022-01-04 10:59:17 main:574] : INFO : Epoch 1974 | loss: 0.031168 | val_loss: 0.0311797 | Time: 1761.86 ms [2022-01-04 10:59:19 main:574] : INFO : Epoch 1975 | loss: 0.0311664 | val_loss: 0.031179 | Time: 1757.26 ms [2022-01-04 10:59:20 main:574] : INFO : Epoch 1976 | loss: 0.0311651 | val_loss: 0.0311801 | Time: 1755.81 ms [2022-01-04 10:59:22 main:574] : INFO : Epoch 1977 | loss: 0.0311675 | val_loss: 0.0311841 | Time: 1781.78 ms [2022-01-04 10:59:24 main:574] : INFO : Epoch 1978 | loss: 0.0311667 | val_loss: 0.0311797 | Time: 1753.64 ms [2022-01-04 10:59:26 main:574] : INFO : Epoch 1979 | loss: 0.0311643 | val_loss: 0.0311798 | Time: 1753.75 ms [2022-01-04 10:59:27 main:574] : INFO : Epoch 1980 | loss: 0.0311665 | val_loss: 0.0311796 | Time: 1744.07 ms [2022-01-04 10:59:29 main:574] : INFO : Epoch 1981 | loss: 0.0311648 | val_loss: 0.0311798 | Time: 1755.3 ms [2022-01-04 10:59:31 main:574] : INFO : Epoch 1982 | loss: 0.0311652 | val_loss: 0.0311836 | Time: 1753.46 ms [2022-01-04 10:59:33 main:574] : INFO : Epoch 1983 | loss: 0.0311674 | val_loss: 0.0311832 | Time: 1752.34 ms [2022-01-04 10:59:34 main:574] : INFO : Epoch 1984 | loss: 0.0311646 | val_loss: 0.0311788 | Time: 1761.3 ms [2022-01-04 10:59:36 main:574] : INFO : Epoch 1985 | loss: 0.0311662 | val_loss: 0.0311798 | Time: 1765.39 ms [2022-01-04 10:59:38 main:574] : INFO : Epoch 1986 | loss: 0.0311633 | val_loss: 0.0311793 | Time: 1767.02 ms [2022-01-04 10:59:40 main:574] : INFO : Epoch 1987 | loss: 0.0311649 | val_loss: 0.0311837 | Time: 1758.59 ms [2022-01-04 10:59:42 main:574] : INFO : Epoch 1988 | loss: 0.0311655 | val_loss: 0.0311797 | Time: 1743.8 ms [2022-01-04 10:59:43 main:574] : INFO : Epoch 1989 | loss: 0.0311645 | val_loss: 0.0311809 | Time: 1757.9 ms [2022-01-04 10:59:45 main:574] : INFO : Epoch 1990 | loss: 0.0311638 | val_loss: 0.0311804 | Time: 1776.89 ms [2022-01-04 10:59:47 main:574] : INFO : Epoch 1991 | loss: 0.0311625 | val_loss: 0.0311795 | Time: 1761.65 ms [2022-01-04 10:59:49 main:574] : INFO : Epoch 1992 | loss: 0.0311623 | val_loss: 0.0311798 | Time: 1797.28 ms [2022-01-04 10:59:50 main:574] : INFO : Epoch 1993 | loss: 0.0311615 | val_loss: 0.0311805 | Time: 1756.04 ms [2022-01-04 10:59:52 main:574] : INFO : Epoch 1994 | loss: 0.0311613 | val_loss: 0.0311819 | Time: 1761.38 ms [2022-01-04 10:59:54 main:574] : INFO : Epoch 1995 | loss: 0.031162 | val_loss: 0.0311815 | Time: 1750.9 ms [2022-01-04 10:59:56 main:574] : INFO : Epoch 1996 | loss: 0.0311614 | val_loss: 0.0311798 | Time: 1746.62 ms [2022-01-04 10:59:58 main:574] : INFO : Epoch 1997 | loss: 0.0311637 | val_loss: 0.0311833 | Time: 1756.95 ms [2022-01-04 10:59:59 main:574] : INFO : Epoch 1998 | loss: 0.0311658 | val_loss: 0.031181 | Time: 1744.46 ms [2022-01-04 11:00:01 main:574] : INFO : Epoch 1999 | loss: 0.0311632 | val_loss: 0.0311836 | Time: 1804.01 ms [2022-01-04 11:00:03 main:574] : INFO : Epoch 2000 | loss: 0.0311627 | val_loss: 0.0311798 | Time: 1775.93 ms [2022-01-04 11:00:05 main:574] : INFO : Epoch 2001 | loss: 0.0311631 | val_loss: 0.0311813 | Time: 1766.07 ms [2022-01-04 11:00:06 main:574] : INFO : Epoch 2002 | loss: 0.0311621 | val_loss: 0.0311821 | Time: 1767.24 ms [2022-01-04 11:00:08 main:574] : INFO : Epoch 2003 | loss: 0.0311621 | val_loss: 0.03118 | Time: 1760.57 ms [2022-01-04 11:00:10 main:574] : INFO : Epoch 2004 | loss: 0.0311606 | val_loss: 0.0311799 | Time: 1758.64 ms [2022-01-04 11:00:12 main:574] : INFO : Epoch 2005 | loss: 0.0311608 | val_loss: 0.0311913 | Time: 1751.76 ms [2022-01-04 11:00:14 main:574] : INFO : Epoch 2006 | loss: 0.0311613 | val_loss: 0.0311815 | Time: 1771.07 ms [2022-01-04 11:00:15 main:574] : INFO : Epoch 2007 | loss: 0.0311597 | val_loss: 0.0311825 | Time: 1779.63 ms [2022-01-04 11:00:17 main:574] : INFO : Epoch 2008 | loss: 0.0311601 | val_loss: 0.0311824 | Time: 1756.69 ms [2022-01-04 11:00:19 main:574] : INFO : Epoch 2009 | loss: 0.0311612 | val_loss: 0.0311832 | Time: 1756.1 ms [2022-01-04 11:00:21 main:574] : INFO : Epoch 2010 | loss: 0.031161 | val_loss: 0.0311831 | Time: 1755.95 ms [2022-01-04 11:00:22 main:574] : INFO : Epoch 2011 | loss: 0.0311612 | val_loss: 0.0311819 | Time: 1754.15 ms [2022-01-04 11:00:24 main:574] : INFO : Epoch 2012 | loss: 0.0311603 | val_loss: 0.0311811 | Time: 1757.12 ms [2022-01-04 11:00:26 main:574] : INFO : Epoch 2013 | loss: 0.0311624 | val_loss: 0.0311809 | Time: 1826.73 ms [2022-01-04 11:00:28 main:574] : INFO : Epoch 2014 | loss: 0.031162 | val_loss: 0.0311841 | Time: 2267.91 ms [2022-01-04 11:00:30 main:574] : INFO : Epoch 2015 | loss: 0.0311606 | val_loss: 0.0311836 | Time: 1796.53 ms [2022-01-04 11:00:32 main:574] : INFO : Epoch 2016 | loss: 0.0311588 | val_loss: 0.0311801 | Time: 1794.55 ms [2022-01-04 11:00:34 main:574] : INFO : Epoch 2017 | loss: 0.0311604 | val_loss: 0.0311849 | Time: 1926.33 ms [2022-01-04 11:00:36 main:574] : INFO : Epoch 2018 | loss: 0.0311609 | val_loss: 0.0311976 | Time: 1760.18 ms [2022-01-04 11:00:37 main:574] : INFO : Epoch 2019 | loss: 0.0311644 | val_loss: 0.0311846 | Time: 1812.55 ms [2022-01-04 11:00:39 main:574] : INFO : Epoch 2020 | loss: 0.0311605 | val_loss: 0.0311874 | Time: 1809.8 ms [2022-01-04 11:00:41 main:574] : INFO : Epoch 2021 | loss: 0.0311578 | val_loss: 0.0311849 | Time: 1745.89 ms [2022-01-04 11:00:43 main:574] : INFO : Epoch 2022 | loss: 0.0311584 | val_loss: 0.0311848 | Time: 1732.92 ms [2022-01-04 11:00:44 main:574] : INFO : Epoch 2023 | loss: 0.0311586 | val_loss: 0.031184 | Time: 1712.51 ms [2022-01-04 11:00:46 main:574] : INFO : Epoch 2024 | loss: 0.0311593 | val_loss: 0.0311864 | Time: 1712.73 ms [2022-01-04 11:00:48 main:574] : INFO : Epoch 2025 | loss: 0.0311573 | val_loss: 0.0311826 | Time: 1726.63 ms [2022-01-04 11:00:50 main:574] : INFO : Epoch 2026 | loss: 0.0311569 | val_loss: 0.0311866 | Time: 1717.25 ms [2022-01-04 11:00:51 main:574] : INFO : Epoch 2027 | loss: 0.0311586 | val_loss: 0.031185 | Time: 1771.88 ms [2022-01-04 11:00:53 main:574] : INFO : Epoch 2028 | loss: 0.0311571 | val_loss: 0.0311816 | Time: 1737.62 ms [2022-01-04 11:00:55 main:574] : INFO : Epoch 2029 | loss: 0.0311571 | val_loss: 0.031186 | Time: 1723.97 ms [2022-01-04 11:00:57 main:574] : INFO : Epoch 2030 | loss: 0.0311554 | val_loss: 0.0311833 | Time: 1722.51 ms [2022-01-04 11:00:58 main:574] : INFO : Epoch 2031 | loss: 0.0311562 | val_loss: 0.0311823 | Time: 1719.19 ms [2022-01-04 11:01:00 main:574] : INFO : Epoch 2032 | loss: 0.0311563 | val_loss: 0.0311881 | Time: 1734.49 ms [2022-01-04 11:01:02 main:574] : INFO : Epoch 2033 | loss: 0.0311574 | val_loss: 0.0311846 | Time: 1755.52 ms [2022-01-04 11:01:04 main:574] : INFO : Epoch 2034 | loss: 0.0311572 | val_loss: 0.031187 | Time: 1801.2 ms [2022-01-04 11:01:06 main:574] : INFO : Epoch 2035 | loss: 0.0311576 | val_loss: 0.0311835 | Time: 1867.79 ms [2022-01-04 11:01:07 main:574] : INFO : Epoch 2036 | loss: 0.0311563 | val_loss: 0.0311881 | Time: 1764.67 ms [2022-01-04 11:01:09 main:574] : INFO : Epoch 2037 | loss: 0.0311577 | val_loss: 0.0311853 | Time: 1788.79 ms [2022-01-04 11:01:11 main:574] : INFO : Epoch 2038 | loss: 0.0311554 | val_loss: 0.0311869 | Time: 1772.98 ms [2022-01-04 11:01:13 main:574] : INFO : Epoch 2039 | loss: 0.0311551 | val_loss: 0.0311876 | Time: 1765.7 ms [2022-01-04 11:01:14 main:574] : INFO : Epoch 2040 | loss: 0.031157 | val_loss: 0.0311866 | Time: 1737.41 ms [2022-01-04 11:01:16 main:574] : INFO : Epoch 2041 | loss: 0.0311596 | val_loss: 0.0311927 | Time: 1778.57 ms [2022-01-04 11:01:18 main:574] : INFO : Epoch 2042 | loss: 0.0311577 | val_loss: 0.03119 | Time: 1842.76 ms [2022-01-04 11:01:20 main:574] : INFO : Epoch 2043 | loss: 0.0311588 | val_loss: 0.0311884 | Time: 2200.98 ms [2022-01-04 11:01:22 main:574] : INFO : Epoch 2044 | loss: 0.0311543 | val_loss: 0.031184 | Time: 1784.29 ms [2022-01-04 11:01:24 main:574] : INFO : Epoch 2045 | loss: 0.031154 | val_loss: 0.0311852 | Time: 1776.07 ms [2022-01-04 11:01:26 main:574] : INFO : Epoch 2046 | loss: 0.0311559 | val_loss: 0.0311866 | Time: 1859.38 ms [2022-01-04 11:01:28 main:574] : INFO : Epoch 2047 | loss: 0.0311558 | val_loss: 0.0311856 | Time: 1758.98 ms [2022-01-04 11:01:30 main:574] : INFO : Epoch 2048 | loss: 0.0311555 | val_loss: 0.0311858 | Time: 2111.05 ms [2022-01-04 11:01:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311858 [2022-01-04 11:01:30 main:603] : INFO : Saving end state to config to file [2022-01-04 11:01:30 main:608] : INFO : Success, exiting.. 11:01:30 (9504): 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)