Task 9437575
| Name | ParityModified-1636227638-26855-2-0_2 |
| Workunit | 6549294 |
| Created | 4 Dec 2021, 23:13:34 UTC |
| Sent | 5 Dec 2021, 1:26:45 UTC |
| Report deadline | 13 Dec 2021, 1:26:45 UTC |
| Received | 7 Dec 2021, 6:09:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16078 |
| Run time | 1 hours 2 min 35 sec |
| CPU time | 58 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,671.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 7 main:574] : INFO : Epoch 1542 | loss: 0.0312082 | val_loss: 0.0312156 | Time: 1781 ms [2021-12-07 06:48:08 main:574] : INFO : Epoch 1543 | loss: 0.0312087 | val_loss: 0.0312151 | Time: 1790.4 ms [2021-12-07 06:48:10 main:574] : INFO : Epoch 1544 | loss: 0.0312084 | val_loss: 0.031216 | Time: 1865.46 ms [2021-12-07 06:48:12 main:574] : INFO : Epoch 1545 | loss: 0.0312082 | val_loss: 0.0312156 | Time: 1790.41 ms [2021-12-07 06:48:14 main:574] : INFO : Epoch 1546 | loss: 0.031209 | val_loss: 0.0312164 | Time: 1788.7 ms [2021-12-07 06:48:16 main:574] : INFO : Epoch 1547 | loss: 0.0312087 | val_loss: 0.0312172 | Time: 1794.66 ms [2021-12-07 06:48:17 main:574] : INFO : Epoch 1548 | loss: 0.0312095 | val_loss: 0.0312168 | Time: 1789.56 ms [2021-12-07 06:48:19 main:574] : INFO : Epoch 1549 | loss: 0.03121 | val_loss: 0.0312155 | Time: 1789.65 ms [2021-12-07 06:48:21 main:574] : INFO : Epoch 1550 | loss: 0.0312096 | val_loss: 0.03122 | Time: 1791.97 ms [2021-12-07 06:48:23 main:574] : INFO : Epoch 1551 | loss: 0.0312122 | val_loss: 0.0312222 | Time: 1792.58 ms [2021-12-07 06:48:25 main:574] : INFO : Epoch 1552 | loss: 0.0312202 | val_loss: 0.0312249 | Time: 1787.72 ms [2021-12-07 06:48:26 main:574] : INFO : Epoch 1553 | loss: 0.0312192 | val_loss: 0.0312244 | Time: 1793.65 ms [2021-12-07 06:48:28 main:574] : INFO : Epoch 1554 | loss: 0.0313691 | val_loss: 0.0700958 | Time: 1786.56 ms [2021-12-07 06:48:30 main:574] : INFO : Epoch 1555 | loss: 0.0456523 | val_loss: 0.0368839 | Time: 1789.07 ms [2021-12-07 06:48:32 main:574] : INFO : Epoch 1556 | loss: 0.0330915 | val_loss: 0.0318234 | Time: 1788.39 ms [2021-12-07 06:48:34 main:574] : INFO : Epoch 1557 | loss: 0.0315529 | val_loss: 0.031339 | Time: 1791.51 ms [2021-12-07 06:48:35 main:574] : INFO : Epoch 1558 | loss: 0.0313027 | val_loss: 0.0312609 | Time: 1802.6 ms [2021-12-07 06:48:37 main:574] : INFO : Epoch 1559 | loss: 0.0312567 | val_loss: 0.0312503 | Time: 1789.89 ms [2021-12-07 06:48:39 main:574] : INFO : Epoch 1560 | loss: 0.0312475 | val_loss: 0.0312453 | Time: 1786.12 ms [2021-12-07 06:48:41 main:574] : INFO : Epoch 1561 | loss: 0.0312449 | val_loss: 0.0312433 | Time: 1789.96 ms [2021-12-07 06:48:43 main:574] : INFO : Epoch 1562 | loss: 0.0312436 | val_loss: 0.0312421 | Time: 1878.8 ms [2021-12-07 06:48:44 main:574] : INFO : Epoch 1563 | loss: 0.0312426 | val_loss: 0.0312414 | Time: 1843.52 ms [2021-12-07 06:48:46 main:574] : INFO : Epoch 1564 | loss: 0.0312414 | val_loss: 0.0312398 | Time: 1849.86 ms [2021-12-07 06:48:48 main:574] : INFO : Epoch 1565 | loss: 0.0312402 | val_loss: 0.0312388 | Time: 1839.4 ms [2021-12-07 06:48:50 main:574] : INFO : Epoch 1566 | loss: 0.0312391 | val_loss: 0.0312383 | Time: 1796.08 ms [2021-12-07 06:48:52 main:574] : INFO : Epoch 1567 | loss: 0.0312381 | val_loss: 0.0312367 | Time: 1848.29 ms [2021-12-07 06:48:54 main:574] : INFO : Epoch 1568 | loss: 0.0312371 | val_loss: 0.0312358 | Time: 1821.73 ms [2021-12-07 06:48:55 main:574] : INFO : Epoch 1569 | loss: 0.0312362 | val_loss: 0.0312349 | Time: 1790.31 ms [2021-12-07 06:48:57 main:574] : INFO : Epoch 1570 | loss: 0.0312352 | val_loss: 0.0312333 | Time: 1809.33 ms [2021-12-07 06:48:59 main:574] : INFO : Epoch 1571 | loss: 0.0312343 | val_loss: 0.0312319 | Time: 1807.46 ms [2021-12-07 06:49:01 main:574] : INFO : Epoch 1572 | loss: 0.0312328 | val_loss: 0.0312313 | Time: 1791.45 ms [2021-12-07 06:49:03 main:574] : INFO : Epoch 1573 | loss: 0.0312319 | val_loss: 0.0312304 | Time: 1831.58 ms [2021-12-07 06:49:05 main:574] : INFO : Epoch 1574 | loss: 0.0312319 | val_loss: 0.0312308 | Time: 1899.3 ms [2021-12-07 06:49:06 main:574] : INFO : Epoch 1575 | loss: 0.0312313 | val_loss: 0.0312299 | Time: 1791.23 ms [2021-12-07 06:49:08 main:574] : INFO : Epoch 1576 | loss: 0.0312308 | val_loss: 0.0312288 | Time: 1798.2 ms [2021-12-07 06:49:10 main:574] : INFO : Epoch 1577 | loss: 0.0312294 | val_loss: 0.0312279 | Time: 1809.79 ms [2021-12-07 06:49:12 main:574] : INFO : Epoch 1578 | loss: 0.0312291 | val_loss: 0.0312276 | Time: 1790.43 ms [2021-12-07 06:49:14 main:574] : INFO : Epoch 1579 | loss: 0.0312289 | val_loss: 0.0312265 | Time: 1870.56 ms [2021-12-07 06:49:16 main:574] : INFO : Epoch 1580 | loss: 0.0312285 | val_loss: 0.0312281 | Time: 1896.38 ms [2021-12-07 06:49:17 main:574] : INFO : Epoch 1581 | loss: 0.0312288 | val_loss: 0.0312295 | Time: 1806.8 ms [2021-12-07 06:49:19 main:574] : INFO : Epoch 1582 | loss: 0.0312293 | val_loss: 0.0312258 | Time: 1816.71 ms [2021-12-07 06:49:21 main:574] : INFO : Epoch 1583 | loss: 0.0312283 | val_loss: 0.0312256 | Time: 1821.53 ms [2021-12-07 06:49:23 main:574] : INFO : Epoch 1584 | loss: 0.0312277 | val_loss: 0.0312252 | Time: 1787.46 ms [2021-12-07 06:49:25 main:574] : INFO : Epoch 1585 | loss: 0.0312273 | val_loss: 0.0312254 | Time: 1824.47 ms [2021-12-07 06:49:27 main:574] : INFO : Epoch 1586 | loss: 0.0312269 | val_loss: 0.0312251 | Time: 1927.19 ms [2021-12-07 06:49:28 main:574] : INFO : Epoch 1587 | loss: 0.0312268 | val_loss: 0.0312248 | Time: 1816.15 ms [2021-12-07 06:49:30 main:574] : INFO : Epoch 1588 | loss: 0.0312268 | val_loss: 0.0312266 | Time: 1952.49 ms [2021-12-07 06:49:32 main:574] : INFO : Epoch 1589 | loss: 0.0312273 | val_loss: 0.0312251 | Time: 1909.93 ms [2021-12-07 06:49:34 main:574] : INFO : Epoch 1590 | loss: 0.0312273 | val_loss: 0.0312237 | Time: 1921.15 ms [2021-12-07 06:49:36 main:574] : INFO : Epoch 1591 | loss: 0.0312276 | val_loss: 0.0312258 | Time: 1806.91 ms [2021-12-07 06:49:38 main:574] : INFO : Epoch 1592 | loss: 0.0312264 | val_loss: 0.0312242 | Time: 1886.77 ms [2021-12-07 06:49:40 main:574] : INFO : Epoch 1593 | loss: 0.0312258 | val_loss: 0.0312235 | Time: 1794.23 ms [2021-12-07 06:49:42 main:574] : INFO : Epoch 1594 | loss: 0.0312252 | val_loss: 0.0312229 | Time: 1782.74 ms [2021-12-07 06:49:43 main:574] : INFO : Epoch 1595 | loss: 0.0312246 | val_loss: 0.0312239 | Time: 1810.13 ms [2021-12-07 06:49:45 main:574] : INFO : Epoch 1596 | loss: 0.0312249 | val_loss: 0.0312233 | Time: 1871.43 ms [2021-12-07 06:49:47 main:574] : INFO : Epoch 1597 | loss: 0.0312243 | val_loss: 0.0312229 | Time: 1905.01 ms [2021-12-07 06:49:49 main:574] : INFO : Epoch 1598 | loss: 0.0312234 | val_loss: 0.0312215 | Time: 1867.63 ms [2021-12-07 06:49:51 main:574] : INFO : Epoch 1599 | loss: 0.0312235 | val_loss: 0.0312227 | Time: 1823.03 ms [2021-12-07 06:49:53 main:574] : INFO : Epoch 1600 | loss: 0.0312227 | val_loss: 0.0312205 | Time: 1799.64 ms [2021-12-07 06:49:55 main:574] : INFO : Epoch 1601 | loss: 0.0312221 | val_loss: 0.0312206 | Time: 1890.78 ms [2021-12-07 06:49:56 main:574] : INFO : Epoch 1602 | loss: 0.0312218 | val_loss: 0.03122 | Time: 1843.87 ms [2021-12-07 06:49:58 main:574] : INFO : Epoch 1603 | loss: 0.0312218 | val_loss: 0.0312205 | Time: 1827.54 ms [2021-12-07 06:50:00 main:574] : INFO : Epoch 1604 | loss: 0.0312218 | val_loss: 0.0312203 | Time: 1807.76 ms [2021-12-07 06:50:02 main:574] : INFO : Epoch 1605 | loss: 0.031221 | val_loss: 0.0312198 | Time: 1922.97 ms [2021-12-07 06:50:04 main:574] : INFO : Epoch 1606 | loss: 0.0312208 | val_loss: 0.0312199 | Time: 1799.1 ms [2021-12-07 06:50:06 main:574] : INFO : Epoch 1607 | loss: 0.0312224 | val_loss: 0.0312213 | Time: 1807.03 ms [2021-12-07 06:50:08 main:574] : INFO : Epoch 1608 | loss: 0.0312214 | val_loss: 0.031219 | Time: 1857.37 ms [2021-12-07 06:50:09 main:574] : INFO : Epoch 1609 | loss: 0.031221 | val_loss: 0.0312187 | Time: 1797.44 ms [2021-12-07 06:50:11 main:574] : INFO : Epoch 1610 | loss: 0.0312215 | val_loss: 0.0312188 | Time: 1793.45 ms [2021-12-07 06:50:13 main:574] : INFO : Epoch 1611 | loss: 0.0312206 | val_loss: 0.0312186 | Time: 1793.92 ms [2021-12-07 06:50:15 main:574] : INFO : Epoch 1612 | loss: 0.0312202 | val_loss: 0.0312186 | Time: 1816.53 ms [2021-12-07 06:50:17 main:574] : INFO : Epoch 1613 | loss: 0.0312199 | val_loss: 0.0312199 | Time: 1791.13 ms [2021-12-07 06:50:18 main:574] : INFO : Epoch 1614 | loss: 0.0312194 | val_loss: 0.0312181 | Time: 1792.94 ms [2021-12-07 06:50:20 main:574] : INFO : Epoch 1615 | loss: 0.031219 | val_loss: 0.0312182 | Time: 1789.87 ms [2021-12-07 06:50:22 main:574] : INFO : Epoch 1616 | loss: 0.0312185 | val_loss: 0.031218 | Time: 1793.99 ms [2021-12-07 06:50:24 main:574] : INFO : Epoch 1617 | loss: 0.0312186 | val_loss: 0.0312177 | Time: 1786.93 ms [2021-12-07 06:50:25 main:574] : INFO : Epoch 1618 | loss: 0.0312191 | val_loss: 0.0312196 | Time: 1788.08 ms [2021-12-07 06:50:27 main:574] : INFO : Epoch 1619 | loss: 0.0312186 | val_loss: 0.0312203 | Time: 1787.63 ms [2021-12-07 06:50:29 main:574] : INFO : Epoch 1620 | loss: 0.0312178 | val_loss: 0.0312182 | Time: 1792.76 ms [2021-12-07 06:50:31 main:574] : INFO : Epoch 1621 | loss: 0.0312183 | val_loss: 0.031219 | Time: 1793.51 ms [2021-12-07 06:50:33 main:574] : INFO : Epoch 1622 | loss: 0.0312178 | val_loss: 0.0312176 | Time: 1813.86 ms [2021-12-07 06:50:34 main:574] : INFO : Epoch 1623 | loss: 0.031217 | val_loss: 0.0312173 | Time: 1792.01 ms [2021-12-07 06:50:36 main:574] : INFO : Epoch 1624 | loss: 0.0312174 | val_loss: 0.0312182 | Time: 1804.94 ms [2021-12-07 06:50:38 main:574] : INFO : Epoch 1625 | loss: 0.0312175 | val_loss: 0.0312177 | Time: 1791.15 ms [2021-12-07 06:50:40 main:574] : INFO : Epoch 1626 | loss: 0.0312166 | val_loss: 0.0312169 | Time: 1811.53 ms [2021-12-07 06:50:42 main:574] : INFO : Epoch 1627 | loss: 0.0312157 | val_loss: 0.0312168 | Time: 1794.23 ms [2021-12-07 06:50:44 main:574] : INFO : Epoch 1628 | loss: 0.0312156 | val_loss: 0.0312165 | Time: 1855.11 ms [2021-12-07 06:50:45 main:574] : INFO : Epoch 1629 | loss: 0.0312157 | val_loss: 0.0312166 | Time: 1807.32 ms [2021-12-07 06:50:47 main:574] : INFO : Epoch 1630 | loss: 0.0312162 | val_loss: 0.0312187 | Time: 1806.69 ms [2021-12-07 06:50:49 main:574] : INFO : Epoch 1631 | loss: 0.031216 | val_loss: 0.0312194 | Time: 1805.51 ms [2021-12-07 06:50:51 main:574] : INFO : Epoch 1632 | loss: 0.0312154 | val_loss: 0.0312181 | Time: 1795.18 ms [2021-12-07 06:50:53 main:574] : INFO : Epoch 1633 | loss: 0.0312176 | val_loss: 0.0312159 | Time: 1842.27 ms [2021-12-07 06:50:54 main:574] : INFO : Epoch 1634 | loss: 0.0312153 | val_loss: 0.0312159 | Time: 1791.84 ms [2021-12-07 06:50:56 main:574] : INFO : Epoch 1635 | loss: 0.031215 | val_loss: 0.0312162 | Time: 1802.57 ms [2021-12-07 06:50:58 main:574] : INFO : Epoch 1636 | loss: 0.031214 | val_loss: 0.0312161 | Time: 1784.72 ms [2021-12-07 06:51:00 main:574] : INFO : Epoch 1637 | loss: 0.0312142 | val_loss: 0.0312155 | Time: 1818.4 ms [2021-12-07 06:51:02 main:574] : INFO : Epoch 1638 | loss: 0.0312139 | val_loss: 0.0312153 | Time: 1800.15 ms [2021-12-07 06:51:03 main:574] : INFO : Epoch 1639 | loss: 0.0312139 | val_loss: 0.031215 | Time: 1796.95 ms [2021-12-07 06:51:05 main:574] : INFO : Epoch 1640 | loss: 0.0312134 | val_loss: 0.0312156 | Time: 1831.8 ms [2021-12-07 06:51:07 main:574] : INFO : Epoch 1641 | loss: 0.0312128 | val_loss: 0.0312145 | Time: 1929.39 ms [2021-12-07 06:51:09 main:574] : INFO : Epoch 1642 | loss: 0.0312121 | val_loss: 0.0312151 | Time: 1843.12 ms [2021-12-07 06:51:11 main:574] : INFO : Epoch 1643 | loss: 0.0312127 | val_loss: 0.0312152 | Time: 1824.58 ms [2021-12-07 06:51:13 main:574] : INFO : Epoch 1644 | loss: 0.0312119 | val_loss: 0.0312135 | Time: 1909.55 ms [2021-12-07 06:51:15 main:574] : INFO : Epoch 1645 | loss: 0.0312118 | val_loss: 0.0312149 | Time: 1944.58 ms [2021-12-07 06:51:17 main:574] : INFO : Epoch 1646 | loss: 0.0312119 | val_loss: 0.0312156 | Time: 1895.3 ms [2021-12-07 06:51:19 main:574] : INFO : Epoch 1647 | loss: 0.0312127 | val_loss: 0.0312145 | Time: 1869.05 ms [2021-12-07 06:51:20 main:574] : INFO : Epoch 1648 | loss: 0.0312124 | val_loss: 0.031214 | Time: 1902.13 ms [2021-12-07 06:51:22 main:574] : INFO : Epoch 1649 | loss: 0.0312125 | val_loss: 0.0312137 | Time: 1879.46 ms [2021-12-07 06:51:24 main:574] : INFO : Epoch 1650 | loss: 0.0312126 | val_loss: 0.031213 | Time: 1862.73 ms [2021-12-07 06:51:26 main:574] : INFO : Epoch 1651 | loss: 0.0312121 | val_loss: 0.031216 | Time: 1868.4 ms [2021-12-07 06:51:28 main:574] : INFO : Epoch 1652 | loss: 0.0312122 | val_loss: 0.0312164 | Time: 1815.7 ms [2021-12-07 06:51:30 main:574] : INFO : Epoch 1653 | loss: 0.0312122 | val_loss: 0.0312145 | Time: 1797.55 ms [2021-12-07 06:51:31 main:574] : INFO : Epoch 1654 | loss: 0.0312112 | val_loss: 0.031213 | Time: 1791.55 ms [2021-12-07 06:51:33 main:574] : INFO : Epoch 1655 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 1838.93 ms [2021-12-07 06:51:35 main:574] : INFO : Epoch 1656 | loss: 0.0312114 | val_loss: 0.031213 | Time: 1802.69 ms [2021-12-07 06:51:37 main:574] : INFO : Epoch 1657 | loss: 0.0312117 | val_loss: 0.0312127 | Time: 1798.58 ms [2021-12-07 06:51:39 main:574] : INFO : Epoch 1658 | loss: 0.0312109 | val_loss: 0.0312124 | Time: 1821.14 ms [2021-12-07 06:51:41 main:574] : INFO : Epoch 1659 | loss: 0.0312104 | val_loss: 0.031212 | Time: 1800.99 ms [2021-12-07 06:51:42 main:574] : INFO : Epoch 1660 | loss: 0.0312104 | val_loss: 0.0312125 | Time: 1790.26 ms [2021-12-07 06:51:44 main:574] : INFO : Epoch 1661 | loss: 0.0312103 | val_loss: 0.031212 | Time: 1792.76 ms [2021-12-07 06:51:46 main:574] : INFO : Epoch 1662 | loss: 0.0312099 | val_loss: 0.031213 | Time: 1796.63 ms [2021-12-07 06:51:48 main:574] : INFO : Epoch 1663 | loss: 0.0312103 | val_loss: 0.0312115 | Time: 1814.16 ms [2021-12-07 06:51:50 main:574] : INFO : Epoch 1664 | loss: 0.03121 | val_loss: 0.0312115 | Time: 1800.56 ms [2021-12-07 06:51:51 main:574] : INFO : Epoch 1665 | loss: 0.0312111 | val_loss: 0.0312154 | Time: 1799.49 ms [2021-12-07 06:51:53 main:574] : INFO : Epoch 1666 | loss: 0.0312106 | val_loss: 0.0312121 | Time: 1814.97 ms [2021-12-07 06:51:55 main:574] : INFO : Epoch 1667 | loss: 0.0312098 | val_loss: 0.0312112 | Time: 1812.48 ms [2021-12-07 06:51:57 main:574] : INFO : Epoch 1668 | loss: 0.03121 | val_loss: 0.0312123 | Time: 1789.5 ms [2021-12-07 06:51:59 main:574] : INFO : Epoch 1669 | loss: 0.0312098 | val_loss: 0.0312172 | Time: 1792.76 ms [2021-12-07 06:52:00 main:574] : INFO : Epoch 1670 | loss: 0.0312102 | val_loss: 0.0312109 | Time: 1808.99 ms [2021-12-07 06:52:02 main:574] : INFO : Epoch 1671 | loss: 0.0312089 | val_loss: 0.0312133 | Time: 1809.38 ms [2021-12-07 06:52:04 main:574] : INFO : Epoch 1672 | loss: 0.0312092 | val_loss: 0.0312108 | Time: 1813 ms [2021-12-07 06:52:06 main:574] : INFO : Epoch 1673 | loss: 0.0312085 | val_loss: 0.03121 | Time: 1798.63 ms [2021-12-07 06:52:08 main:574] : INFO : Epoch 1674 | loss: 0.0312087 | val_loss: 0.0312116 | Time: 1784.6 ms [2021-12-07 06:52:09 main:574] : INFO : Epoch 1675 | loss: 0.0312095 | val_loss: 0.0312127 | Time: 1787.75 ms [2021-12-07 06:52:11 main:574] : INFO : Epoch 1676 | loss: 0.0312093 | val_loss: 0.0312114 | Time: 1789.83 ms [2021-12-07 06:52:13 main:574] : INFO : Epoch 1677 | loss: 0.0312088 | val_loss: 0.0312104 | Time: 1794.62 ms [2021-12-07 06:52:15 main:574] : INFO : Epoch 1678 | loss: 0.0312084 | val_loss: 0.0312108 | Time: 1792.53 ms [2021-12-07 06:52:17 main:574] : INFO : Epoch 1679 | loss: 0.0312079 | val_loss: 0.0312099 | Time: 1792.77 ms [2021-12-07 06:52:18 main:574] : INFO : Epoch 1680 | loss: 0.0312083 | val_loss: 0.0312122 | Time: 1789.79 ms [2021-12-07 06:52:20 main:574] : INFO : Epoch 1681 | loss: 0.031208 | val_loss: 0.031211 | Time: 1790.44 ms [2021-12-07 06:52:22 main:574] : INFO : Epoch 1682 | loss: 0.0312084 | val_loss: 0.0312115 | Time: 1825.93 ms [2021-12-07 06:52:24 main:574] : INFO : Epoch 1683 | loss: 0.0312089 | val_loss: 0.0312109 | Time: 1795.66 ms [2021-12-07 06:52:26 main:574] : INFO : Epoch 1684 | loss: 0.0312085 | val_loss: 0.0312099 | Time: 1808.65 ms [2021-12-07 06:52:27 main:574] : INFO : Epoch 1685 | loss: 0.0312089 | val_loss: 0.0312109 | Time: 1817.29 ms [2021-12-07 06:52:29 main:574] : INFO : Epoch 1686 | loss: 0.0312081 | val_loss: 0.0312138 | Time: 1800.27 ms [2021-12-07 06:52:31 main:574] : INFO : Epoch 1687 | loss: 0.031208 | val_loss: 0.03121 | Time: 1825.91 ms [2021-12-07 06:52:33 main:574] : INFO : Epoch 1688 | loss: 0.0312078 | val_loss: 0.0312097 | Time: 1820.22 ms [2021-12-07 06:52:35 main:574] : INFO : Epoch 1689 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 1788.77 ms [2021-12-07 06:52:36 main:574] : INFO : Epoch 1690 | loss: 0.0312071 | val_loss: 0.0312102 | Time: 1791.45 ms [2021-12-07 06:52:38 main:574] : INFO : Epoch 1691 | loss: 0.0312077 | val_loss: 0.0312102 | Time: 1789.19 ms [2021-12-07 06:52:40 main:574] : INFO : Epoch 1692 | loss: 0.0312072 | val_loss: 0.0312106 | Time: 1829 ms [2021-12-07 06:52:42 main:574] : INFO : Epoch 1693 | loss: 0.031208 | val_loss: 0.0312096 | Time: 1804.88 ms [2021-12-07 06:52:44 main:574] : INFO : Epoch 1694 | loss: 0.0312078 | val_loss: 0.0312102 | Time: 1805.54 ms [2021-12-07 06:52:45 main:574] : INFO : Epoch 1695 | loss: 0.0312073 | val_loss: 0.0312088 | Time: 1793.09 ms [2021-12-07 06:52:47 main:574] : INFO : Epoch 1696 | loss: 0.0312065 | val_loss: 0.0312096 | Time: 1805.37 ms [2021-12-07 06:52:49 main:574] : INFO : Epoch 1697 | loss: 0.0312071 | val_loss: 0.0312083 | Time: 1887.63 ms [2021-12-07 06:52:51 main:574] : INFO : Epoch 1698 | loss: 0.0312064 | val_loss: 0.0312085 | Time: 1889.62 ms [2021-12-07 06:52:53 main:574] : INFO : Epoch 1699 | loss: 0.0312061 | val_loss: 0.0312086 | Time: 1827.68 ms [2021-12-07 06:52:55 main:574] : INFO : Epoch 1700 | loss: 0.0312065 | val_loss: 0.0312085 | Time: 1775.22 ms [2021-12-07 06:52:56 main:574] : INFO : Epoch 1701 | loss: 0.0312064 | val_loss: 0.03121 | Time: 1797.99 ms [2021-12-07 06:52:58 main:574] : INFO : Epoch 1702 | loss: 0.0312064 | val_loss: 0.0312075 | Time: 1788.84 ms [2021-12-07 06:53:00 main:574] : INFO : Epoch 1703 | loss: 0.0312063 | val_loss: 0.0312104 | Time: 1837.88 ms [2021-12-07 06:53:02 main:574] : INFO : Epoch 1704 | loss: 0.0312079 | val_loss: 0.0312072 | Time: 1803.98 ms [2021-12-07 06:53:04 main:574] : INFO : Epoch 1705 | loss: 0.0312102 | val_loss: 0.0312151 | Time: 1826.44 ms [2021-12-07 06:53:06 main:574] : INFO : Epoch 1706 | loss: 0.0312081 | val_loss: 0.0312077 | Time: 1793.45 ms [2021-12-07 06:53:07 main:574] : INFO : Epoch 1707 | loss: 0.0312059 | val_loss: 0.0312069 | Time: 1787.81 ms [2021-12-07 06:53:09 main:574] : INFO : Epoch 1708 | loss: 0.0312048 | val_loss: 0.0312088 | Time: 1815.96 ms [2021-12-07 06:53:11 main:574] : INFO : Epoch 1709 | loss: 0.0312072 | val_loss: 0.0312067 | Time: 1800 ms [2021-12-07 06:53:13 main:574] : INFO : Epoch 1710 | loss: 0.031206 | val_loss: 0.0312069 | Time: 1788.98 ms [2021-12-07 06:53:15 main:574] : INFO : Epoch 1711 | loss: 0.0312062 | val_loss: 0.0312069 | Time: 1801.58 ms [2021-12-07 06:53:16 main:574] : INFO : Epoch 1712 | loss: 0.0312054 | val_loss: 0.0312077 | Time: 1796.16 ms [2021-12-07 06:53:18 main:574] : INFO : Epoch 1713 | loss: 0.0312055 | val_loss: 0.0312066 | Time: 1784.97 ms [2021-12-07 06:53:20 main:574] : INFO : Epoch 1714 | loss: 0.031207 | val_loss: 0.0312081 | Time: 1795.16 ms [2021-12-07 06:53:22 main:574] : INFO : Epoch 1715 | loss: 0.031206 | val_loss: 0.0312063 | Time: 1791.31 ms [2021-12-07 06:53:23 main:574] : INFO : Epoch 1716 | loss: 0.0312057 | val_loss: 0.0312066 | Time: 1794.75 ms [2021-12-07 06:53:25 main:574] : INFO : Epoch 1717 | loss: 0.0312048 | val_loss: 0.031207 | Time: 1790.44 ms [2021-12-07 06:53:27 main:574] : INFO : Epoch 1718 | loss: 0.0312045 | val_loss: 0.031206 | Time: 1802.97 ms [2021-12-07 06:53:29 main:574] : INFO : Epoch 1719 | loss: 0.0312047 | val_loss: 0.0312056 | Time: 1786.9 ms [2021-12-07 06:53:31 main:574] : INFO : Epoch 1720 | loss: 0.0312056 | val_loss: 0.0312054 | Time: 1787.01 ms [2021-12-07 06:53:32 main:574] : INFO : Epoch 1721 | loss: 0.0312041 | val_loss: 0.0312098 | Time: 1782.11 ms [2021-12-07 06:53:34 main:574] : INFO : Epoch 1722 | loss: 0.0312046 | val_loss: 0.0312061 | Time: 1792.7 ms [2021-12-07 06:53:36 main:574] : INFO : Epoch 1723 | loss: 0.0312036 | val_loss: 0.0312048 | Time: 1792.02 ms [2021-12-07 06:53:38 main:574] : INFO : Epoch 1724 | loss: 0.0312036 | val_loss: 0.0312052 | Time: 1791.11 ms [2021-12-07 06:53:40 main:574] : INFO : Epoch 1725 | loss: 0.0312029 | val_loss: 0.0312041 | Time: 1794.17 ms [2021-12-07 06:53:41 main:574] : INFO : Epoch 1726 | loss: 0.0312029 | val_loss: 0.0312059 | Time: 1794.19 ms [2021-12-07 06:53:43 main:574] : INFO : Epoch 1727 | loss: 0.0312041 | val_loss: 0.0312044 | Time: 1794.89 ms [2021-12-07 06:53:45 main:574] : INFO : Epoch 1728 | loss: 0.0312032 | val_loss: 0.031204 | Time: 1792.56 ms [2021-12-07 06:53:47 main:574] : INFO : Epoch 1729 | loss: 0.0312044 | val_loss: 0.0312076 | Time: 1832.37 ms [2021-12-07 06:53:49 main:574] : INFO : Epoch 1730 | loss: 0.031203 | val_loss: 0.0312047 | Time: 1859.51 ms [2021-12-07 06:53:51 main:574] : INFO : Epoch 1731 | loss: 0.031203 | val_loss: 0.0312028 | Time: 1845.08 ms [2021-12-07 06:53:52 main:574] : INFO : Epoch 1732 | loss: 0.0312034 | val_loss: 0.0312032 | Time: 1792.79 ms [2021-12-07 06:53:54 main:574] : INFO : Epoch 1733 | loss: 0.0312032 | val_loss: 0.0312024 | Time: 1791.94 ms [2021-12-07 06:53:56 main:574] : INFO : Epoch 1734 | loss: 0.0312026 | val_loss: 0.0312034 | Time: 1807.58 ms [2021-12-07 06:53:58 main:574] : INFO : Epoch 1735 | loss: 0.0312031 | val_loss: 0.0312115 | Time: 1847.17 ms [2021-12-07 06:54:00 main:574] : INFO : Epoch 1736 | loss: 0.0312037 | val_loss: 0.0312035 | Time: 1798.63 ms [2021-12-07 06:54:01 main:574] : INFO : Epoch 1737 | loss: 0.0312047 | val_loss: 0.0312022 | Time: 1787.51 ms [2021-12-07 06:54:03 main:574] : INFO : Epoch 1738 | loss: 0.0312026 | val_loss: 0.0312023 | Time: 1860.45 ms [2021-12-07 06:54:05 main:574] : INFO : Epoch 1739 | loss: 0.0312013 | val_loss: 0.0312028 | Time: 1791.53 ms [2021-12-07 06:54:07 main:574] : INFO : Epoch 1740 | loss: 0.0312011 | val_loss: 0.0312019 | Time: 1789.65 ms [2021-12-07 06:54:09 main:574] : INFO : Epoch 1741 | loss: 0.0312014 | val_loss: 0.0312031 | Time: 1790.27 ms [2021-12-07 06:54:10 main:574] : INFO : Epoch 1742 | loss: 0.031202 | val_loss: 0.0312028 | Time: 1817.14 ms [2021-12-07 06:54:12 main:574] : INFO : Epoch 1743 | loss: 0.0312008 | val_loss: 0.0312018 | Time: 1792.38 ms [2021-12-07 06:54:14 main:574] : INFO : Epoch 1744 | loss: 0.0312005 | val_loss: 0.0312026 | Time: 1786.21 ms [2021-12-07 06:54:16 main:574] : INFO : Epoch 1745 | loss: 0.0311999 | val_loss: 0.0312012 | Time: 1785.67 ms [2021-12-07 06:54:18 main:574] : INFO : Epoch 1746 | loss: 0.0312001 | val_loss: 0.0312008 | Time: 1795.23 ms [2021-12-07 06:54:19 main:574] : INFO : Epoch 1747 | loss: 0.0312007 | val_loss: 0.0312028 | Time: 1819.14 ms [2021-12-07 06:54:21 main:574] : INFO : Epoch 1748 | loss: 0.0312025 | val_loss: 0.0312015 | Time: 1780.91 ms [2021-12-07 06:54:23 main:574] : INFO : Epoch 1749 | loss: 0.0312013 | val_loss: 0.0312077 | Time: 1792.3 ms [2021-12-07 06:54:25 main:574] : INFO : Epoch 1750 | loss: 0.0312019 | val_loss: 0.0312028 | Time: 1797.13 ms [2021-12-07 06:54:27 main:574] : INFO : Epoch 1751 | loss: 0.0312034 | val_loss: 0.0312038 | Time: 1791.02 ms [2021-12-07 06:54:28 main:574] : INFO : Epoch 1752 | loss: 0.0312011 | val_loss: 0.0312009 | Time: 1867.69 ms [2021-12-07 06:54:30 main:574] : INFO : Epoch 1753 | loss: 0.0311998 | val_loss: 0.0312025 | Time: 1866.45 ms [2021-12-07 06:54:32 main:574] : INFO : Epoch 1754 | loss: 0.0311995 | val_loss: 0.0312018 | Time: 1879.38 ms [2021-12-07 06:54:34 main:574] : INFO : Epoch 1755 | loss: 0.0311994 | val_loss: 0.0312006 | Time: 1809.08 ms [2021-12-07 06:54:36 main:574] : INFO : Epoch 1756 | loss: 0.0312017 | val_loss: 0.0312114 | Time: 1789.13 ms [2021-12-07 06:54:38 main:574] : INFO : Epoch 1757 | loss: 0.0312048 | val_loss: 0.0312052 | Time: 1869.53 ms [2021-12-07 06:54:40 main:574] : INFO : Epoch 1758 | loss: 0.0312008 | val_loss: 0.0312009 | Time: 1862.58 ms [2021-12-07 06:54:41 main:574] : INFO : Epoch 1759 | loss: 0.0311993 | val_loss: 0.0312029 | Time: 1793.46 ms [2021-12-07 06:54:43 main:574] : INFO : Epoch 1760 | loss: 0.0311998 | val_loss: 0.0312005 | Time: 1787.95 ms [2021-12-07 06:54:45 main:574] : INFO : Epoch 1761 | loss: 0.0312002 | val_loss: 0.0312018 | Time: 1791.25 ms [2021-12-07 06:54:47 main:574] : INFO : Epoch 1762 | loss: 0.0312009 | val_loss: 0.0312113 | Time: 1791.54 ms [2021-12-07 06:54:49 main:574] : INFO : Epoch 1763 | loss: 0.0312003 | val_loss: 0.0312085 | Time: 1791.93 ms [2021-12-07 06:54:50 main:574] : INFO : Epoch 1764 | loss: 0.0311999 | val_loss: 0.031203 | Time: 1788.02 ms [2021-12-07 06:54:52 main:574] : INFO : Epoch 1765 | loss: 0.0311997 | val_loss: 0.0312073 | Time: 1788.87 ms [2021-12-07 06:54:54 main:574] : INFO : Epoch 1766 | loss: 0.0312012 | val_loss: 0.0312006 | Time: 1790.19 ms [2021-12-07 06:54:56 main:574] : INFO : Epoch 1767 | loss: 0.0311993 | val_loss: 0.0312025 | Time: 1814.31 ms [2021-12-07 06:54:58 main:574] : INFO : Epoch 1768 | loss: 0.0311979 | val_loss: 0.0312001 | Time: 1794.84 ms [2021-12-07 06:54:59 main:574] : INFO : Epoch 1769 | loss: 0.0311976 | val_loss: 0.0312074 | Time: 1786.18 ms [2021-12-07 06:55:01 main:574] : INFO : Epoch 1770 | loss: 0.0311989 | val_loss: 0.0312009 | Time: 1788.15 ms [2021-12-07 06:55:03 main:574] : INFO : Epoch 1771 | loss: 0.0311988 | val_loss: 0.031202 | Time: 1789.58 ms [2021-12-07 06:55:05 main:574] : INFO : Epoch 1772 | loss: 0.031198 | val_loss: 0.0312008 | Time: 1786.72 ms [2021-12-07 06:55:06 main:574] : INFO : Epoch 1773 | loss: 0.0311965 | val_loss: 0.0311968 | Time: 1790.3 ms [2021-12-07 06:55:08 main:574] : INFO : Epoch 1774 | loss: 0.0311959 | val_loss: 0.031197 | Time: 1788.84 ms [2021-12-07 06:55:10 main:574] : INFO : Epoch 1775 | loss: 0.0311955 | val_loss: 0.0312002 | Time: 1852.08 ms [2021-12-07 06:55:12 main:574] : INFO : Epoch 1776 | loss: 0.0311946 | val_loss: 0.0312007 | Time: 1806.17 ms [2021-12-07 06:55:14 main:574] : INFO : Epoch 1777 | loss: 0.0311941 | val_loss: 0.0311958 | Time: 1788.45 ms [2021-12-07 06:55:16 main:574] : INFO : Epoch 1778 | loss: 0.0311934 | val_loss: 0.0311944 | Time: 1824.71 ms [2021-12-07 06:55:17 main:574] : INFO : Epoch 1779 | loss: 0.0311931 | val_loss: 0.0311943 | Time: 1786.91 ms [2021-12-07 06:55:19 main:574] : INFO : Epoch 1780 | loss: 0.0311921 | val_loss: 0.0311938 | Time: 1796.59 ms [2021-12-07 06:55:21 main:574] : INFO : Epoch 1781 | loss: 0.0311942 | val_loss: 0.0311959 | Time: 1789.26 ms [2021-12-07 06:55:23 main:574] : INFO : Epoch 1782 | loss: 0.0311929 | val_loss: 0.0311946 | Time: 1792.35 ms [2021-12-07 06:55:25 main:574] : INFO : Epoch 1783 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 1850.22 ms [2021-12-07 06:55:26 main:574] : INFO : Epoch 1784 | loss: 0.0311913 | val_loss: 0.031192 | Time: 1850.89 ms [2021-12-07 06:55:28 main:574] : INFO : Epoch 1785 | loss: 0.0311914 | val_loss: 0.0311929 | Time: 1867.84 ms [2021-12-07 06:55:30 main:574] : INFO : Epoch 1786 | loss: 0.0311912 | val_loss: 0.0311936 | Time: 1823.7 ms [2021-12-07 06:55:32 main:574] : INFO : Epoch 1787 | loss: 0.0311924 | val_loss: 0.0311918 | Time: 1789.04 ms [2021-12-07 06:55:34 main:574] : INFO : Epoch 1788 | loss: 0.0311903 | val_loss: 0.0311905 | Time: 1791.22 ms [2021-12-07 06:55:36 main:574] : INFO : Epoch 1789 | loss: 0.0311897 | val_loss: 0.0311961 | Time: 1790.16 ms [2021-12-07 06:55:37 main:574] : INFO : Epoch 1790 | loss: 0.0311913 | val_loss: 0.0311907 | Time: 1804.07 ms [2021-12-07 06:55:39 main:574] : INFO : Epoch 1791 | loss: 0.0311904 | val_loss: 0.0311925 | Time: 1787.01 ms [2021-12-07 06:55:41 main:574] : INFO : Epoch 1792 | loss: 0.0311918 | val_loss: 0.0311903 | Time: 1794.78 ms [2021-12-07 06:55:43 main:574] : INFO : Epoch 1793 | loss: 0.0311884 | val_loss: 0.031191 | Time: 1793.42 ms [2021-12-07 06:55:45 main:574] : INFO : Epoch 1794 | loss: 0.0311892 | val_loss: 0.0311936 | Time: 1803.16 ms [2021-12-07 06:55:46 main:574] : INFO : Epoch 1795 | loss: 0.031191 | val_loss: 0.0311939 | Time: 1788.7 ms [2021-12-07 06:55:48 main:574] : INFO : Epoch 1796 | loss: 0.0311904 | val_loss: 0.0311895 | Time: 1787.38 ms [2021-12-07 06:55:50 main:574] : INFO : Epoch 1797 | loss: 0.031188 | val_loss: 0.0311893 | Time: 1788.12 ms [2021-12-07 06:55:52 main:574] : INFO : Epoch 1798 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 1820.23 ms [2021-12-07 06:55:54 main:574] : INFO : Epoch 1799 | loss: 0.0311901 | val_loss: 0.0311921 | Time: 1796.76 ms [2021-12-07 06:55:55 main:574] : INFO : Epoch 1800 | loss: 0.0311893 | val_loss: 0.0311923 | Time: 1786.75 ms [2021-12-07 06:55:57 main:574] : INFO : Epoch 1801 | loss: 0.031187 | val_loss: 0.0311905 | Time: 1786.98 ms [2021-12-07 06:55:59 main:574] : INFO : Epoch 1802 | loss: 0.0311906 | val_loss: 0.0311886 | Time: 1784.77 ms [2021-12-07 06:56:01 main:574] : INFO : Epoch 1803 | loss: 0.0311905 | val_loss: 0.0311899 | Time: 1790.92 ms [2021-12-07 06:56:02 main:574] : INFO : Epoch 1804 | loss: 0.031189 | val_loss: 0.0311919 | Time: 1787.18 ms [2021-12-07 06:56:04 main:574] : INFO : Epoch 1805 | loss: 0.0311893 | val_loss: 0.0311874 | Time: 1797.87 ms [2021-12-07 06:56:06 main:574] : INFO : Epoch 1806 | loss: 0.0311874 | val_loss: 0.0311887 | Time: 1791.71 ms [2021-12-07 06:56:08 main:574] : INFO : Epoch 1807 | loss: 0.031189 | val_loss: 0.0311878 | Time: 1796.95 ms [2021-12-07 06:56:10 main:574] : INFO : Epoch 1808 | loss: 0.0311896 | val_loss: 0.0311906 | Time: 1916.32 ms [2021-12-07 06:56:12 main:574] : INFO : Epoch 1809 | loss: 0.0311883 | val_loss: 0.0311962 | Time: 1867.51 ms [2021-12-07 06:56:14 main:574] : INFO : Epoch 1810 | loss: 0.031191 | val_loss: 0.0311928 | Time: 1872.63 ms [2021-12-07 06:56:15 main:574] : INFO : Epoch 1811 | loss: 0.03119 | val_loss: 0.031187 | Time: 1844.27 ms [2021-12-07 06:56:17 main:574] : INFO : Epoch 1812 | loss: 0.0311876 | val_loss: 0.0311862 | Time: 1831.59 ms [2021-12-07 06:56:19 main:574] : INFO : Epoch 1813 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 1866.07 ms [2021-12-07 06:56:21 main:574] : INFO : Epoch 1814 | loss: 0.0311904 | val_loss: 0.031201 | Time: 1822.48 ms [2021-12-07 06:56:23 main:574] : INFO : Epoch 1815 | loss: 0.0311919 | val_loss: 0.03119 | Time: 1831.49 ms [2021-12-07 06:56:25 main:574] : INFO : Epoch 1816 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 1842.51 ms [2021-12-07 06:56:26 main:574] : INFO : Epoch 1817 | loss: 0.0311859 | val_loss: 0.0311902 | Time: 1797.94 ms [2021-12-07 06:56:28 main:574] : INFO : Epoch 1818 | loss: 0.0311873 | val_loss: 0.0311856 | Time: 1791.12 ms [2021-12-07 06:56:30 main:574] : INFO : Epoch 1819 | loss: 0.0311856 | val_loss: 0.0311864 | Time: 1791.58 ms [2021-12-07 06:56:32 main:574] : INFO : Epoch 1820 | loss: 0.031185 | val_loss: 0.0311853 | Time: 1908.53 ms [2021-12-07 06:56:34 main:574] : INFO : Epoch 1821 | loss: 0.0311847 | val_loss: 0.0311893 | Time: 1869.07 ms [2021-12-07 06:56:36 main:574] : INFO : Epoch 1822 | loss: 0.0311855 | val_loss: 0.0311877 | Time: 1792.89 ms [2021-12-07 06:56:37 main:574] : INFO : Epoch 1823 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 1844.37 ms [2021-12-07 06:56:39 main:574] : INFO : Epoch 1824 | loss: 0.0311868 | val_loss: 0.0311926 | Time: 1796.79 ms [2021-12-07 06:56:41 main:574] : INFO : Epoch 1825 | loss: 0.0311873 | val_loss: 0.0311899 | Time: 1790.7 ms [2021-12-07 06:56:43 main:574] : INFO : Epoch 1826 | loss: 0.031186 | val_loss: 0.0311861 | Time: 1809.67 ms [2021-12-07 06:56:45 main:574] : INFO : Epoch 1827 | loss: 0.0311856 | val_loss: 0.0311839 | Time: 1814.88 ms [2021-12-07 06:56:46 main:574] : INFO : Epoch 1828 | loss: 0.0311859 | val_loss: 0.031186 | Time: 1797.69 ms [2021-12-07 06:56:48 main:574] : INFO : Epoch 1829 | loss: 0.0311853 | val_loss: 0.0311864 | Time: 1801.98 ms [2021-12-07 06:56:50 main:574] : INFO : Epoch 1830 | loss: 0.0311844 | val_loss: 0.0311856 | Time: 1794.06 ms [2021-12-07 06:56:52 main:574] : INFO : Epoch 1831 | loss: 0.0311839 | val_loss: 0.0311857 | Time: 1855.53 ms [2021-12-07 06:56:54 main:574] : INFO : Epoch 1832 | loss: 0.0311854 | val_loss: 0.0311852 | Time: 1801.97 ms [2021-12-07 06:56:55 main:574] : INFO : Epoch 1833 | loss: 0.0311842 | val_loss: 0.0311865 | Time: 1789.07 ms [2021-12-07 06:56:57 main:574] : INFO : Epoch 1834 | loss: 0.0311841 | val_loss: 0.0311875 | Time: 1876.83 ms [2021-12-07 06:56:59 main:574] : INFO : Epoch 1835 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 1789.92 ms [2021-12-07 06:57:01 main:574] : INFO : Epoch 1836 | loss: 0.0311869 | val_loss: 0.0311876 | Time: 1814.53 ms [2021-12-07 06:57:03 main:574] : INFO : Epoch 1837 | loss: 0.0311861 | val_loss: 0.0311853 | Time: 1947.36 ms [2021-12-07 06:57:05 main:574] : INFO : Epoch 1838 | loss: 0.0311842 | val_loss: 0.0311863 | Time: 1807.19 ms [2021-12-07 06:57:07 main:574] : INFO : Epoch 1839 | loss: 0.0311837 | val_loss: 0.0311855 | Time: 1788.05 ms [2021-12-07 06:57:08 main:574] : INFO : Epoch 1840 | loss: 0.0311827 | val_loss: 0.0311842 | Time: 1806.99 ms [2021-12-07 06:57:10 main:574] : INFO : Epoch 1841 | loss: 0.0311834 | val_loss: 0.0311841 | Time: 1821.2 ms [2021-12-07 06:57:12 main:574] : INFO : Epoch 1842 | loss: 0.031184 | val_loss: 0.0311844 | Time: 1830.36 ms [2021-12-07 06:57:14 main:574] : INFO : Epoch 1843 | loss: 0.0311842 | val_loss: 0.0311868 | Time: 1821.8 ms [2021-12-07 06:57:16 main:574] : INFO : Epoch 1844 | loss: 0.0311836 | val_loss: 0.0311874 | Time: 1791.2 ms [2021-12-07 06:57:17 main:574] : INFO : Epoch 1845 | loss: 0.0311833 | val_loss: 0.0311843 | Time: 1793.91 ms [2021-12-07 06:57:19 main:574] : INFO : Epoch 1846 | loss: 0.0311827 | val_loss: 0.0311888 | Time: 1876.13 ms [2021-12-07 06:57:21 main:574] : INFO : Epoch 1847 | loss: 0.031183 | val_loss: 0.031186 | Time: 1868.63 ms [2021-12-07 06:57:23 main:574] : INFO : Epoch 1848 | loss: 0.0311837 | val_loss: 0.0311844 | Time: 1810.23 ms [2021-12-07 06:57:25 main:574] : INFO : Epoch 1849 | loss: 0.0311885 | val_loss: 0.0311878 | Time: 1859.7 ms [2021-12-07 06:57:27 main:574] : INFO : Epoch 1850 | loss: 0.0311855 | val_loss: 0.0311829 | Time: 1812.74 ms [2021-12-07 06:57:29 main:574] : INFO : Epoch 1851 | loss: 0.0311843 | val_loss: 0.03119 | Time: 1855.39 ms [2021-12-07 06:57:30 main:574] : INFO : Epoch 1852 | loss: 0.0311864 | val_loss: 0.031189 | Time: 1888.12 ms [2021-12-07 06:57:32 main:574] : INFO : Epoch 1853 | loss: 0.0311853 | val_loss: 0.0311874 | Time: 1877.13 ms [2021-12-07 06:57:34 main:574] : INFO : Epoch 1854 | loss: 0.0311835 | val_loss: 0.0311834 | Time: 1889.41 ms [2021-12-07 06:57:36 main:574] : INFO : Epoch 1855 | loss: 0.0311848 | val_loss: 0.0311842 | Time: 1846.5 ms [2021-12-07 06:57:38 main:574] : INFO : Epoch 1856 | loss: 0.0311858 | val_loss: 0.0311853 | Time: 1854.21 ms [2021-12-07 06:57:40 main:574] : INFO : Epoch 1857 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 1858.66 ms [2021-12-07 06:57:42 main:574] : INFO : Epoch 1858 | loss: 0.0311863 | val_loss: 0.0311838 | Time: 1789.1 ms [2021-12-07 06:57:43 main:574] : INFO : Epoch 1859 | loss: 0.0311858 | val_loss: 0.031185 | Time: 1852.27 ms [2021-12-07 06:57:45 main:574] : INFO : Epoch 1860 | loss: 0.0311824 | val_loss: 0.0311839 | Time: 1852.1 ms [2021-12-07 06:57:47 main:574] : INFO : Epoch 1861 | loss: 0.0311836 | val_loss: 0.0311851 | Time: 1939.2 ms [2021-12-07 06:57:49 main:574] : INFO : Epoch 1862 | loss: 0.0311836 | val_loss: 0.0311844 | Time: 1890.38 ms [2021-12-07 06:57:51 main:574] : INFO : Epoch 1863 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 1861.29 ms [2021-12-07 06:57:53 main:574] : INFO : Epoch 1864 | loss: 0.0311839 | val_loss: 0.0311855 | Time: 1896.97 ms [2021-12-07 06:57:55 main:574] : INFO : Epoch 1865 | loss: 0.0311839 | val_loss: 0.0311858 | Time: 1883.95 ms [2021-12-07 06:57:57 main:574] : INFO : Epoch 1866 | loss: 0.0311867 | val_loss: 0.0311884 | Time: 1867.66 ms [2021-12-07 06:57:59 main:574] : INFO : Epoch 1867 | loss: 0.0311893 | val_loss: 0.0311823 | Time: 1903.64 ms [2021-12-07 06:58:00 main:574] : INFO : Epoch 1868 | loss: 0.0311853 | val_loss: 0.0311852 | Time: 1804.43 ms [2021-12-07 06:58:02 main:574] : INFO : Epoch 1869 | loss: 0.0311836 | val_loss: 0.0311834 | Time: 1874.96 ms [2021-12-07 06:58:04 main:574] : INFO : Epoch 1870 | loss: 0.031183 | val_loss: 0.0311858 | Time: 1823.47 ms [2021-12-07 06:58:06 main:574] : INFO : Epoch 1871 | loss: 0.0311814 | val_loss: 0.0311835 | Time: 1868.77 ms [2021-12-07 06:58:08 main:574] : INFO : Epoch 1872 | loss: 0.0311833 | val_loss: 0.0311854 | Time: 1805.22 ms [2021-12-07 06:58:10 main:574] : INFO : Epoch 1873 | loss: 0.0311832 | val_loss: 0.0311844 | Time: 1788.28 ms [2021-12-07 06:58:12 main:574] : INFO : Epoch 1874 | loss: 0.0311868 | val_loss: 0.0311839 | Time: 1805.66 ms [2021-12-07 06:58:13 main:574] : INFO : Epoch 1875 | loss: 0.0311867 | val_loss: 0.0311846 | Time: 1792.7 ms [2021-12-07 06:58:15 main:574] : INFO : Epoch 1876 | loss: 0.031186 | val_loss: 0.031193 | Time: 1817.87 ms [2021-12-07 06:58:17 main:574] : INFO : Epoch 1877 | loss: 0.0311837 | val_loss: 0.0311882 | Time: 1852.91 ms [2021-12-07 06:58:19 main:574] : INFO : Epoch 1878 | loss: 0.0311822 | val_loss: 0.0311833 | Time: 1880.48 ms [2021-12-07 06:58:21 main:574] : INFO : Epoch 1879 | loss: 0.0311818 | val_loss: 0.0311835 | Time: 1786.35 ms [2021-12-07 06:58:23 main:574] : INFO : Epoch 1880 | loss: 0.0311815 | val_loss: 0.0311838 | Time: 1853.14 ms [2021-12-07 06:58:24 main:574] : INFO : Epoch 1881 | loss: 0.0311819 | val_loss: 0.0311828 | Time: 1783.2 ms [2021-12-07 06:58:26 main:574] : INFO : Epoch 1882 | loss: 0.0311817 | val_loss: 0.0311866 | Time: 1789.15 ms [2021-12-07 06:58:28 main:574] : INFO : Epoch 1883 | loss: 0.0311875 | val_loss: 0.031183 | Time: 1895.79 ms [2021-12-07 06:58:30 main:574] : INFO : Epoch 1884 | loss: 0.0311844 | val_loss: 0.0311871 | Time: 1830 ms [2021-12-07 06:58:32 main:574] : INFO : Epoch 1885 | loss: 0.0311827 | val_loss: 0.0311833 | Time: 1885.22 ms [2021-12-07 06:58:34 main:574] : INFO : Epoch 1886 | loss: 0.0311837 | val_loss: 0.0311829 | Time: 1852.5 ms [2021-12-07 06:58:35 main:574] : INFO : Epoch 1887 | loss: 0.0311823 | val_loss: 0.0311831 | Time: 1835.63 ms [2021-12-07 06:58:37 main:574] : INFO : Epoch 1888 | loss: 0.0311815 | val_loss: 0.0311838 | Time: 1812.07 ms [2021-12-07 06:58:39 main:574] : INFO : Epoch 1889 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 1796.11 ms [2021-12-07 06:58:41 main:574] : INFO : Epoch 1890 | loss: 0.0311836 | val_loss: 0.0311896 | Time: 1845.16 ms [2021-12-07 06:58:43 main:574] : INFO : Epoch 1891 | loss: 0.0311884 | val_loss: 0.0311862 | Time: 1838.89 ms [2021-12-07 06:58:45 main:574] : INFO : Epoch 1892 | loss: 0.0311844 | val_loss: 0.0311822 | Time: 1835.79 ms [2021-12-07 06:58:47 main:574] : INFO : Epoch 1893 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 1822.76 ms [2021-12-07 06:58:48 main:574] : INFO : Epoch 1894 | loss: 0.0311856 | val_loss: 0.0311921 | Time: 1830.12 ms [2021-12-07 06:58:50 main:574] : INFO : Epoch 1895 | loss: 0.0311861 | val_loss: 0.0311914 | Time: 1875.87 ms [2021-12-07 06:58:52 main:574] : INFO : Epoch 1896 | loss: 0.0311839 | val_loss: 0.0311843 | Time: 1868.33 ms [2021-12-07 06:58:54 main:574] : INFO : Epoch 1897 | loss: 0.031186 | val_loss: 0.0312004 | Time: 1789.69 ms [2021-12-07 06:58:56 main:574] : INFO : Epoch 1898 | loss: 0.0311883 | val_loss: 0.0311884 | Time: 1808.96 ms [2021-12-07 06:58:58 main:574] : INFO : Epoch 1899 | loss: 0.0311865 | val_loss: 0.031183 | Time: 1853.14 ms [2021-12-07 06:58:59 main:574] : INFO : Epoch 1900 | loss: 0.0311858 | val_loss: 0.0311857 | Time: 1786.15 ms [2021-12-07 06:59:01 main:574] : INFO : Epoch 1901 | loss: 0.0311824 | val_loss: 0.0311888 | Time: 1861.61 ms [2021-12-07 06:59:03 main:574] : INFO : Epoch 1902 | loss: 0.0311851 | val_loss: 0.0311889 | Time: 1869.42 ms [2021-12-07 06:59:05 main:574] : INFO : Epoch 1903 | loss: 0.0311911 | val_loss: 0.0311953 | Time: 1818.55 ms [2021-12-07 06:59:07 main:574] : INFO : Epoch 1904 | loss: 0.0311885 | val_loss: 0.0311848 | Time: 1874.71 ms [2021-12-07 06:59:09 main:574] : INFO : Epoch 1905 | loss: 0.0311823 | val_loss: 0.0311833 | Time: 1833.44 ms [2021-12-07 06:59:11 main:574] : INFO : Epoch 1906 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 1861.02 ms [2021-12-07 06:59:12 main:574] : INFO : Epoch 1907 | loss: 0.0311846 | val_loss: 0.0311935 | Time: 1848.68 ms [2021-12-07 06:59:14 main:574] : INFO : Epoch 1908 | loss: 0.0311836 | val_loss: 0.0311836 | Time: 1842.33 ms [2021-12-07 06:59:16 main:574] : INFO : Epoch 1909 | loss: 0.0311824 | val_loss: 0.0311871 | Time: 1796.93 ms [2021-12-07 06:59:18 main:574] : INFO : Epoch 1910 | loss: 0.0311821 | val_loss: 0.031186 | Time: 1793.3 ms [2021-12-07 06:59:20 main:574] : INFO : Epoch 1911 | loss: 0.0311831 | val_loss: 0.0311831 | Time: 1879.98 ms [2021-12-07 06:59:22 main:574] : INFO : Epoch 1912 | loss: 0.0311808 | val_loss: 0.0311838 | Time: 1798.67 ms [2021-12-07 06:59:23 main:574] : INFO : Epoch 1913 | loss: 0.0311804 | val_loss: 0.0311847 | Time: 1859.1 ms [2021-12-07 06:59:25 main:574] : INFO : Epoch 1914 | loss: 0.0311822 | val_loss: 0.0311857 | Time: 1815.67 ms [2021-12-07 06:59:27 main:574] : INFO : Epoch 1915 | loss: 0.0311809 | val_loss: 0.0311829 | Time: 1817.12 ms [2021-12-07 06:59:29 main:574] : INFO : Epoch 1916 | loss: 0.0311818 | val_loss: 0.0311847 | Time: 1935.45 ms [2021-12-07 06:59:31 main:574] : INFO : Epoch 1917 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 1813.67 ms [2021-12-07 06:59:33 main:574] : INFO : Epoch 1918 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 1809.54 ms [2021-12-07 06:59:35 main:574] : INFO : Epoch 1919 | loss: 0.0311805 | val_loss: 0.0311845 | Time: 1874.54 ms [2021-12-07 06:59:36 main:574] : INFO : Epoch 1920 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 1817.44 ms [2021-12-07 06:59:38 main:574] : INFO : Epoch 1921 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 1868.2 ms [2021-12-07 06:59:40 main:574] : INFO : Epoch 1922 | loss: 0.0311799 | val_loss: 0.0311846 | Time: 1819.15 ms [2021-12-07 06:59:42 main:574] : INFO : Epoch 1923 | loss: 0.0311801 | val_loss: 0.0311828 | Time: 1792.36 ms [2021-12-07 06:59:44 main:574] : INFO : Epoch 1924 | loss: 0.0311791 | val_loss: 0.0311839 | Time: 1905.07 ms [2021-12-07 06:59:46 main:574] : INFO : Epoch 1925 | loss: 0.0311787 | val_loss: 0.0311834 | Time: 1852.78 ms [2021-12-07 06:59:48 main:574] : INFO : Epoch 1926 | loss: 0.0311832 | val_loss: 0.0311837 | Time: 1836.21 ms [2021-12-07 06:59:49 main:574] : INFO : Epoch 1927 | loss: 0.0311839 | val_loss: 0.0311882 | Time: 1796.49 ms [2021-12-07 06:59:51 main:574] : INFO : Epoch 1928 | loss: 0.0311826 | val_loss: 0.0311842 | Time: 1839.07 ms [2021-12-07 06:59:53 main:574] : INFO : Epoch 1929 | loss: 0.0311806 | val_loss: 0.0311841 | Time: 1787.48 ms [2021-12-07 06:59:55 main:574] : INFO : Epoch 1930 | loss: 0.031182 | val_loss: 0.0311834 | Time: 1801.68 ms [2021-12-07 06:59:57 main:574] : INFO : Epoch 1931 | loss: 0.0311796 | val_loss: 0.0311852 | Time: 1819.57 ms [2021-12-07 06:59:58 main:574] : INFO : Epoch 1932 | loss: 0.0311801 | val_loss: 0.031187 | Time: 1786.13 ms [2021-12-07 07:00:00 main:574] : INFO : Epoch 1933 | loss: 0.0311816 | val_loss: 0.031189 | Time: 1876.67 ms [2021-12-07 07:00:02 main:574] : INFO : Epoch 1934 | loss: 0.0311873 | val_loss: 0.0311845 | Time: 1912.1 ms [2021-12-07 07:00:04 main:574] : INFO : Epoch 1935 | loss: 0.0311865 | val_loss: 0.0311856 | Time: 1839.33 ms [2021-12-07 07:00:06 main:574] : INFO : Epoch 1936 | loss: 0.0311835 | val_loss: 0.0311894 | Time: 1823.46 ms [2021-12-07 07:00:08 main:574] : INFO : Epoch 1937 | loss: 0.0311825 | val_loss: 0.0311878 | Time: 1836.01 ms [2021-12-07 07:00:10 main:574] : INFO : Epoch 1938 | loss: 0.0311802 | val_loss: 0.031185 | Time: 1860.41 ms [2021-12-07 07:00:11 main:574] : INFO : Epoch 1939 | loss: 0.031182 | val_loss: 0.0311838 | Time: 1869.53 ms [2021-12-07 07:00:13 main:574] : INFO : Epoch 1940 | loss: 0.0311803 | val_loss: 0.0311879 | Time: 1831.86 ms [2021-12-07 07:00:15 main:574] : INFO : Epoch 1941 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 1877.99 ms [2021-12-07 07:00:17 main:574] : INFO : Epoch 1942 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 1854.02 ms [2021-12-07 07:00:19 main:574] : INFO : Epoch 1943 | loss: 0.0311804 | val_loss: 0.0311842 | Time: 1796.93 ms [2021-12-07 07:00:21 main:574] : INFO : Epoch 1944 | loss: 0.0311812 | val_loss: 0.0311853 | Time: 1857.61 ms [2021-12-07 07:00:23 main:574] : INFO : Epoch 1945 | loss: 0.0311787 | val_loss: 0.031185 | Time: 1877.66 ms [2021-12-07 07:00:24 main:574] : INFO : Epoch 1946 | loss: 0.0311802 | val_loss: 0.0311862 | Time: 1847.35 ms [2021-12-07 07:00:26 main:574] : INFO : Epoch 1947 | loss: 0.0311836 | val_loss: 0.0311984 | Time: 1880.67 ms [2021-12-07 07:00:28 main:574] : INFO : Epoch 1948 | loss: 0.0311864 | val_loss: 0.0311963 | Time: 1790.41 ms [2021-12-07 07:00:30 main:574] : INFO : Epoch 1949 | loss: 0.0311869 | val_loss: 0.0311977 | Time: 1828.25 ms [2021-12-07 07:00:32 main:574] : INFO : Epoch 1950 | loss: 0.0311828 | val_loss: 0.0311825 | Time: 1822.12 ms [2021-12-07 07:00:34 main:574] : INFO : Epoch 1951 | loss: 0.0311785 | val_loss: 0.0311822 | Time: 1801.32 ms [2021-12-07 07:00:36 main:574] : INFO : Epoch 1952 | loss: 0.0311766 | val_loss: 0.0311846 | Time: 1877.5 ms [2021-12-07 07:00:37 main:574] : INFO : Epoch 1953 | loss: 0.0311768 | val_loss: 0.031186 | Time: 1790.2 ms [2021-12-07 07:00:39 main:574] : INFO : Epoch 1954 | loss: 0.0311811 | val_loss: 0.0311899 | Time: 1868.63 ms [2021-12-07 07:00:41 main:574] : INFO : Epoch 1955 | loss: 0.031179 | val_loss: 0.031182 | Time: 1833.24 ms [2021-12-07 07:00:43 main:574] : INFO : Epoch 1956 | loss: 0.0311796 | val_loss: 0.0311818 | Time: 1830.7 ms [2021-12-07 07:00:45 main:574] : INFO : Epoch 1957 | loss: 0.03118 | val_loss: 0.0311826 | Time: 1788.41 ms [2021-12-07 07:00:47 main:574] : INFO : Epoch 1958 | loss: 0.0311784 | val_loss: 0.0311914 | Time: 1823.69 ms [2021-12-07 07:00:48 main:574] : INFO : Epoch 1959 | loss: 0.0311811 | val_loss: 0.0311825 | Time: 1840.13 ms [2021-12-07 07:00:50 main:574] : INFO : Epoch 1960 | loss: 0.0311782 | val_loss: 0.0311907 | Time: 1878.48 ms [2021-12-07 07:00:52 main:574] : INFO : Epoch 1961 | loss: 0.0311792 | val_loss: 0.031182 | Time: 1864.74 ms [2021-12-07 07:00:54 main:574] : INFO : Epoch 1962 | loss: 0.0311767 | val_loss: 0.0311829 | Time: 1825.53 ms [2021-12-07 07:00:56 main:574] : INFO : Epoch 1963 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 1894.51 ms [2021-12-07 07:00:58 main:574] : INFO : Epoch 1964 | loss: 0.0311803 | val_loss: 0.0311826 | Time: 1788.61 ms [2021-12-07 07:01:00 main:574] : INFO : Epoch 1965 | loss: 0.0311797 | val_loss: 0.0311871 | Time: 1812.03 ms [2021-12-07 07:01:01 main:574] : INFO : Epoch 1966 | loss: 0.0311784 | val_loss: 0.0311811 | Time: 1824.45 ms [2021-12-07 07:01:03 main:574] : INFO : Epoch 1967 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 1817.97 ms [2021-12-07 07:01:05 main:574] : INFO : Epoch 1968 | loss: 0.0311803 | val_loss: 0.0311819 | Time: 1818.43 ms [2021-12-07 07:01:07 main:574] : INFO : Epoch 1969 | loss: 0.031183 | val_loss: 0.0311826 | Time: 1868.41 ms [2021-12-07 07:01:09 main:574] : INFO : Epoch 1970 | loss: 0.0311775 | val_loss: 0.0311839 | Time: 1786.22 ms [2021-12-07 07:01:10 main:574] : INFO : Epoch 1971 | loss: 0.031179 | val_loss: 0.031185 | Time: 1839.66 ms [2021-12-07 07:01:12 main:574] : INFO : Epoch 1972 | loss: 0.031178 | val_loss: 0.031181 | Time: 1866.51 ms [2021-12-07 07:01:14 main:574] : INFO : Epoch 1973 | loss: 0.0311794 | val_loss: 0.0311884 | Time: 1844.35 ms [2021-12-07 07:01:16 main:574] : INFO : Epoch 1974 | loss: 0.0311827 | val_loss: 0.0311854 | Time: 1868.35 ms [2021-12-07 07:01:18 main:574] : INFO : Epoch 1975 | loss: 0.0311859 | val_loss: 0.0311966 | Time: 1859.81 ms [2021-12-07 07:01:20 main:574] : INFO : Epoch 1976 | loss: 0.0311848 | val_loss: 0.0311843 | Time: 1902.8 ms [2021-12-07 07:01:22 main:574] : INFO : Epoch 1977 | loss: 0.0311846 | val_loss: 0.0311905 | Time: 1868.4 ms [2021-12-07 07:01:24 main:574] : INFO : Epoch 1978 | loss: 0.0311812 | val_loss: 0.0311815 | Time: 1786.69 ms [2021-12-07 07:01:25 main:574] : INFO : Epoch 1979 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 1859.58 ms [2021-12-07 07:01:27 main:574] : INFO : Epoch 1980 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 1844.92 ms [2021-12-07 07:01:29 main:574] : INFO : Epoch 1981 | loss: 0.0311766 | val_loss: 0.0311794 | Time: 1851.65 ms [2021-12-07 07:01:31 main:574] : INFO : Epoch 1982 | loss: 0.0311776 | val_loss: 0.0311859 | Time: 1805.99 ms [2021-12-07 07:01:33 main:574] : INFO : Epoch 1983 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 1920.5 ms [2021-12-07 07:01:35 main:574] : INFO : Epoch 1984 | loss: 0.0311775 | val_loss: 0.0311808 | Time: 1811.04 ms [2021-12-07 07:01:37 main:574] : INFO : Epoch 1985 | loss: 0.0311784 | val_loss: 0.0311858 | Time: 1861.96 ms [2021-12-07 07:01:38 main:574] : INFO : Epoch 1986 | loss: 0.0311802 | val_loss: 0.031185 | Time: 1837.99 ms [2021-12-07 07:01:40 main:574] : INFO : Epoch 1987 | loss: 0.0311819 | val_loss: 0.0311843 | Time: 1841.2 ms [2021-12-07 07:01:42 main:574] : INFO : Epoch 1988 | loss: 0.0311813 | val_loss: 0.0311897 | Time: 1864.63 ms [2021-12-07 07:01:44 main:574] : INFO : Epoch 1989 | loss: 0.0311839 | val_loss: 0.0311819 | Time: 1884.9 ms [2021-12-07 07:01:46 main:574] : INFO : Epoch 1990 | loss: 0.031181 | val_loss: 0.0311801 | Time: 1873.1 ms [2021-12-07 07:01:48 main:574] : INFO : Epoch 1991 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 1882.88 ms [2021-12-07 07:01:50 main:574] : INFO : Epoch 1992 | loss: 0.0311842 | val_loss: 0.0311841 | Time: 1917.76 ms [2021-12-07 07:01:52 main:574] : INFO : Epoch 1993 | loss: 0.0311808 | val_loss: 0.0311936 | Time: 1819.3 ms [2021-12-07 07:01:53 main:574] : INFO : Epoch 1994 | loss: 0.0311836 | val_loss: 0.0311803 | Time: 1827.78 ms [2021-12-07 07:01:55 main:574] : INFO : Epoch 1995 | loss: 0.0311827 | val_loss: 0.0311847 | Time: 1803.42 ms [2021-12-07 07:01:57 main:574] : INFO : Epoch 1996 | loss: 0.0311859 | val_loss: 0.0311931 | Time: 1857.38 ms [2021-12-07 07:01:59 main:574] : INFO : Epoch 1997 | loss: 0.0311826 | val_loss: 0.031182 | Time: 1847.73 ms [2021-12-07 07:02:01 main:574] : INFO : Epoch 1998 | loss: 0.0311788 | val_loss: 0.0311809 | Time: 1824.6 ms [2021-12-07 07:02:03 main:574] : INFO : Epoch 1999 | loss: 0.0311787 | val_loss: 0.0311907 | Time: 1825.19 ms [2021-12-07 07:02:05 main:574] : INFO : Epoch 2000 | loss: 0.0311827 | val_loss: 0.0311834 | Time: 1888.33 ms [2021-12-07 07:02:06 main:574] : INFO : Epoch 2001 | loss: 0.031179 | val_loss: 0.0311801 | Time: 1886.48 ms [2021-12-07 07:02:08 main:574] : INFO : Epoch 2002 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 1848.65 ms [2021-12-07 07:02:10 main:574] : INFO : Epoch 2003 | loss: 0.0311775 | val_loss: 0.0311806 | Time: 1847.83 ms [2021-12-07 07:02:12 main:574] : INFO : Epoch 2004 | loss: 0.0311823 | val_loss: 0.0311867 | Time: 1788.47 ms [2021-12-07 07:02:14 main:574] : INFO : Epoch 2005 | loss: 0.0311774 | val_loss: 0.0311803 | Time: 1870.72 ms [2021-12-07 07:02:16 main:574] : INFO : Epoch 2006 | loss: 0.0311769 | val_loss: 0.0311784 | Time: 1838.44 ms [2021-12-07 07:02:18 main:574] : INFO : Epoch 2007 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 1822.65 ms [2021-12-07 07:02:19 main:574] : INFO : Epoch 2008 | loss: 0.0311789 | val_loss: 0.0311785 | Time: 1824.64 ms [2021-12-07 07:02:21 main:574] : INFO : Epoch 2009 | loss: 0.0311798 | val_loss: 0.0311875 | Time: 1870.75 ms [2021-12-07 07:02:23 main:574] : INFO : Epoch 2010 | loss: 0.0311824 | val_loss: 0.0311867 | Time: 1889.45 ms [2021-12-07 07:02:25 main:574] : INFO : Epoch 2011 | loss: 0.031179 | val_loss: 0.0311803 | Time: 1794.56 ms [2021-12-07 07:02:27 main:574] : INFO : Epoch 2012 | loss: 0.0311768 | val_loss: 0.0311798 | Time: 1904.45 ms [2021-12-07 07:02:29 main:574] : INFO : Epoch 2013 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 1905.67 ms [2021-12-07 07:02:31 main:574] : INFO : Epoch 2014 | loss: 0.0311774 | val_loss: 0.0311789 | Time: 1812.72 ms [2021-12-07 07:02:32 main:574] : INFO : Epoch 2015 | loss: 0.0311766 | val_loss: 0.0311791 | Time: 1841.09 ms [2021-12-07 07:02:34 main:574] : INFO : Epoch 2016 | loss: 0.0311802 | val_loss: 0.0311799 | Time: 1807.5 ms [2021-12-07 07:02:36 main:574] : INFO : Epoch 2017 | loss: 0.0311771 | val_loss: 0.0311781 | Time: 1842.13 ms [2021-12-07 07:02:38 main:574] : INFO : Epoch 2018 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 1849.09 ms [2021-12-07 07:02:40 main:574] : INFO : Epoch 2019 | loss: 0.031177 | val_loss: 0.0311853 | Time: 1856 ms [2021-12-07 07:02:42 main:574] : INFO : Epoch 2020 | loss: 0.0311801 | val_loss: 0.0311925 | Time: 1795.51 ms [2021-12-07 07:02:43 main:574] : INFO : Epoch 2021 | loss: 0.0311793 | val_loss: 0.0311804 | Time: 1823.36 ms [2021-12-07 07:02:45 main:574] : INFO : Epoch 2022 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 1823.5 ms [2021-12-07 07:02:47 main:574] : INFO : Epoch 2023 | loss: 0.0311839 | val_loss: 0.0311817 | Time: 1868.44 ms [2021-12-07 07:02:49 main:574] : INFO : Epoch 2024 | loss: 0.0311863 | val_loss: 0.0312068 | Time: 1793.67 ms [2021-12-07 07:02:51 main:574] : INFO : Epoch 2025 | loss: 0.0311887 | val_loss: 0.0311895 | Time: 1845.52 ms [2021-12-07 07:02:53 main:574] : INFO : Epoch 2026 | loss: 0.0311819 | val_loss: 0.0311811 | Time: 1832.22 ms [2021-12-07 07:02:54 main:574] : INFO : Epoch 2027 | loss: 0.0311819 | val_loss: 0.0311809 | Time: 1848.42 ms [2021-12-07 07:02:56 main:574] : INFO : Epoch 2028 | loss: 0.031178 | val_loss: 0.0311805 | Time: 1810.89 ms [2021-12-07 07:02:58 main:574] : INFO : Epoch 2029 | loss: 0.0311757 | val_loss: 0.0311834 | Time: 1846.22 ms [2021-12-07 07:03:00 main:574] : INFO : Epoch 2030 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 1782.48 ms [2021-12-07 07:03:02 main:574] : INFO : Epoch 2031 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 1849.55 ms [2021-12-07 07:03:04 main:574] : INFO : Epoch 2032 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 1823.23 ms [2021-12-07 07:03:05 main:574] : INFO : Epoch 2033 | loss: 0.0311737 | val_loss: 0.0311799 | Time: 1897.46 ms [2021-12-07 07:03:07 main:574] : INFO : Epoch 2034 | loss: 0.0311786 | val_loss: 0.0312368 | Time: 1895.44 ms [2021-12-07 07:03:09 main:574] : INFO : Epoch 2035 | loss: 0.0312423 | val_loss: 0.031236 | Time: 1857.78 ms [2021-12-07 07:03:11 main:574] : INFO : Epoch 2036 | loss: 0.0312102 | val_loss: 0.0311894 | Time: 1846.36 ms [2021-12-07 07:03:13 main:574] : INFO : Epoch 2037 | loss: 0.0311932 | val_loss: 0.0311919 | Time: 1873.34 ms [2021-12-07 07:03:15 main:574] : INFO : Epoch 2038 | loss: 0.0311868 | val_loss: 0.031181 | Time: 1865.25 ms [2021-12-07 07:03:17 main:574] : INFO : Epoch 2039 | loss: 0.0311828 | val_loss: 0.0311812 | Time: 1861.95 ms [2021-12-07 07:03:19 main:574] : INFO : Epoch 2040 | loss: 0.0311824 | val_loss: 0.0311828 | Time: 1867.44 ms [2021-12-07 07:03:20 main:574] : INFO : Epoch 2041 | loss: 0.0311828 | val_loss: 0.0311792 | Time: 1850.57 ms [2021-12-07 07:03:22 main:574] : INFO : Epoch 2042 | loss: 0.0311842 | val_loss: 0.0311809 | Time: 1865.7 ms [2021-12-07 07:03:24 main:574] : INFO : Epoch 2043 | loss: 0.0311857 | val_loss: 0.0311886 | Time: 1803.89 ms [2021-12-07 07:03:26 main:574] : INFO : Epoch 2044 | loss: 0.0311917 | val_loss: 0.031185 | Time: 1830.34 ms [2021-12-07 07:03:28 main:574] : INFO : Epoch 2045 | loss: 0.0311814 | val_loss: 0.0311784 | Time: 1784.02 ms [2021-12-07 07:03:30 main:574] : INFO : Epoch 2046 | loss: 0.0311805 | val_loss: 0.0311777 | Time: 1843.72 ms [2021-12-07 07:03:31 main:574] : INFO : Epoch 2047 | loss: 0.0311831 | val_loss: 0.0311836 | Time: 1811.8 ms [2021-12-07 07:03:33 main:574] : INFO : Epoch 2048 | loss: 0.0311824 | val_loss: 0.0311783 | Time: 1880.88 ms [2021-12-07 07:03:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311783 [2021-12-07 07:03:33 main:603] : INFO : Saving end state to config to file [2021-12-07 07:03:33 main:608] : INFO : Success, exiting.. 07:03:33 (21000): 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)