Task 14187385
| Name | ParityModified-1647042930-26626-3-0_0 |
| Workunit | 11249056 |
| Created | 1 Apr 2022, 9:55:52 UTC |
| Sent | 7 Apr 2022, 0:23:08 UTC |
| Report deadline | 15 Apr 2022, 0:23:08 UTC |
| Received | 7 Apr 2022, 21:01:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 2 min 46 sec |
| CPU time | 1 hours 0 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1542 | loss: 0.0312147 | val_loss: 0.0312188 | Time: 1846.94 ms [2022-04-07 15:45:48 main:574] : INFO : Epoch 1543 | loss: 0.0312146 | val_loss: 0.0312192 | Time: 1878.69 ms [2022-04-07 15:45:50 main:574] : INFO : Epoch 1544 | loss: 0.0312146 | val_loss: 0.0312186 | Time: 2160.79 ms [2022-04-07 15:45:52 main:574] : INFO : Epoch 1545 | loss: 0.0312144 | val_loss: 0.031219 | Time: 1794.74 ms [2022-04-07 15:45:54 main:574] : INFO : Epoch 1546 | loss: 0.0312142 | val_loss: 0.0312186 | Time: 1755.95 ms [2022-04-07 15:45:56 main:574] : INFO : Epoch 1547 | loss: 0.0312143 | val_loss: 0.0312193 | Time: 1766.42 ms [2022-04-07 15:45:57 main:574] : INFO : Epoch 1548 | loss: 0.0312142 | val_loss: 0.0312184 | Time: 1821.45 ms [2022-04-07 15:45:59 main:574] : INFO : Epoch 1549 | loss: 0.0312145 | val_loss: 0.0312186 | Time: 1754.12 ms [2022-04-07 15:46:01 main:574] : INFO : Epoch 1550 | loss: 0.0312145 | val_loss: 0.0312214 | Time: 1800.82 ms [2022-04-07 15:46:03 main:574] : INFO : Epoch 1551 | loss: 0.031214 | val_loss: 0.0312197 | Time: 1796.32 ms [2022-04-07 15:46:05 main:574] : INFO : Epoch 1552 | loss: 0.0312144 | val_loss: 0.0312189 | Time: 1762.77 ms [2022-04-07 15:46:06 main:574] : INFO : Epoch 1553 | loss: 0.0312145 | val_loss: 0.0312187 | Time: 1832.06 ms [2022-04-07 15:46:08 main:574] : INFO : Epoch 1554 | loss: 0.0312164 | val_loss: 0.0312202 | Time: 1804.82 ms [2022-04-07 15:46:10 main:574] : INFO : Epoch 1555 | loss: 0.0312147 | val_loss: 0.0312187 | Time: 1825.4 ms [2022-04-07 15:46:12 main:574] : INFO : Epoch 1556 | loss: 0.0312148 | val_loss: 0.0312209 | Time: 1863.33 ms [2022-04-07 15:46:14 main:574] : INFO : Epoch 1557 | loss: 0.0312148 | val_loss: 0.0312176 | Time: 1861.39 ms [2022-04-07 15:46:16 main:574] : INFO : Epoch 1558 | loss: 0.0312149 | val_loss: 0.0312188 | Time: 1816.8 ms [2022-04-07 15:46:18 main:574] : INFO : Epoch 1559 | loss: 0.0312144 | val_loss: 0.0312179 | Time: 1845.82 ms [2022-04-07 15:46:19 main:574] : INFO : Epoch 1560 | loss: 0.0312149 | val_loss: 0.031218 | Time: 1813.56 ms [2022-04-07 15:46:21 main:574] : INFO : Epoch 1561 | loss: 0.0312143 | val_loss: 0.031219 | Time: 1797.03 ms [2022-04-07 15:46:23 main:574] : INFO : Epoch 1562 | loss: 0.0312136 | val_loss: 0.0312181 | Time: 1806.68 ms [2022-04-07 15:46:25 main:574] : INFO : Epoch 1563 | loss: 0.0312138 | val_loss: 0.0312175 | Time: 1897.36 ms [2022-04-07 15:46:27 main:574] : INFO : Epoch 1564 | loss: 0.0312139 | val_loss: 0.0312173 | Time: 1852.58 ms [2022-04-07 15:46:29 main:574] : INFO : Epoch 1565 | loss: 0.0312131 | val_loss: 0.0312181 | Time: 1815.17 ms [2022-04-07 15:46:30 main:574] : INFO : Epoch 1566 | loss: 0.0312136 | val_loss: 0.0312205 | Time: 1822.38 ms [2022-04-07 15:46:32 main:574] : INFO : Epoch 1567 | loss: 0.0312154 | val_loss: 0.0312184 | Time: 1892.17 ms [2022-04-07 15:46:34 main:574] : INFO : Epoch 1568 | loss: 0.0312137 | val_loss: 0.0312181 | Time: 1865.42 ms [2022-04-07 15:46:36 main:574] : INFO : Epoch 1569 | loss: 0.0312161 | val_loss: 0.0312187 | Time: 1885.64 ms [2022-04-07 15:46:38 main:574] : INFO : Epoch 1570 | loss: 0.0312144 | val_loss: 0.0312174 | Time: 1847.63 ms [2022-04-07 15:46:40 main:574] : INFO : Epoch 1571 | loss: 0.0312159 | val_loss: 0.0312188 | Time: 1817.29 ms [2022-04-07 15:46:42 main:574] : INFO : Epoch 1572 | loss: 0.031215 | val_loss: 0.0312179 | Time: 1873.06 ms [2022-04-07 15:46:43 main:574] : INFO : Epoch 1573 | loss: 0.0312147 | val_loss: 0.0312196 | Time: 1819.85 ms [2022-04-07 15:46:45 main:574] : INFO : Epoch 1574 | loss: 0.0312133 | val_loss: 0.0312175 | Time: 1823.88 ms [2022-04-07 15:46:47 main:574] : INFO : Epoch 1575 | loss: 0.0312154 | val_loss: 0.0312206 | Time: 1823.34 ms [2022-04-07 15:46:49 main:574] : INFO : Epoch 1576 | loss: 0.0312145 | val_loss: 0.0312198 | Time: 1783.51 ms [2022-04-07 15:46:51 main:574] : INFO : Epoch 1577 | loss: 0.0312137 | val_loss: 0.0312199 | Time: 1851.4 ms [2022-04-07 15:46:53 main:574] : INFO : Epoch 1578 | loss: 0.0312137 | val_loss: 0.0312176 | Time: 1818.12 ms [2022-04-07 15:46:54 main:574] : INFO : Epoch 1579 | loss: 0.0312168 | val_loss: 0.0312221 | Time: 1848.38 ms [2022-04-07 15:46:56 main:574] : INFO : Epoch 1580 | loss: 0.0312175 | val_loss: 0.0312177 | Time: 1817.22 ms [2022-04-07 15:46:58 main:574] : INFO : Epoch 1581 | loss: 0.0312164 | val_loss: 0.0312189 | Time: 1771.47 ms [2022-04-07 15:47:00 main:574] : INFO : Epoch 1582 | loss: 0.0312155 | val_loss: 0.0312223 | Time: 1775.75 ms [2022-04-07 15:47:02 main:574] : INFO : Epoch 1583 | loss: 0.0312151 | val_loss: 0.0312186 | Time: 1770.85 ms [2022-04-07 15:47:03 main:574] : INFO : Epoch 1584 | loss: 0.0312147 | val_loss: 0.0312186 | Time: 1764.55 ms [2022-04-07 15:47:05 main:574] : INFO : Epoch 1585 | loss: 0.0312149 | val_loss: 0.0312172 | Time: 1750.16 ms [2022-04-07 15:47:07 main:574] : INFO : Epoch 1586 | loss: 0.0312149 | val_loss: 0.0312191 | Time: 2007.13 ms [2022-04-07 15:47:10 main:574] : INFO : Epoch 1587 | loss: 0.0312134 | val_loss: 0.0312168 | Time: 2343.66 ms [2022-04-07 15:47:11 main:574] : INFO : Epoch 1588 | loss: 0.0312132 | val_loss: 0.0312197 | Time: 1791.77 ms [2022-04-07 15:47:13 main:574] : INFO : Epoch 1589 | loss: 0.0312142 | val_loss: 0.0312167 | Time: 1768.78 ms [2022-04-07 15:47:15 main:574] : INFO : Epoch 1590 | loss: 0.0312141 | val_loss: 0.0312181 | Time: 1813.59 ms [2022-04-07 15:47:17 main:574] : INFO : Epoch 1591 | loss: 0.0312142 | val_loss: 0.0312167 | Time: 1749 ms [2022-04-07 15:47:18 main:574] : INFO : Epoch 1592 | loss: 0.0312133 | val_loss: 0.0312162 | Time: 1762.21 ms [2022-04-07 15:47:20 main:574] : INFO : Epoch 1593 | loss: 0.0312138 | val_loss: 0.0312169 | Time: 1788.34 ms [2022-04-07 15:47:22 main:574] : INFO : Epoch 1594 | loss: 0.0312137 | val_loss: 0.0312159 | Time: 1791.98 ms [2022-04-07 15:47:24 main:574] : INFO : Epoch 1595 | loss: 0.0312143 | val_loss: 0.0312197 | Time: 1805.45 ms [2022-04-07 15:47:26 main:574] : INFO : Epoch 1596 | loss: 0.0312144 | val_loss: 0.0312161 | Time: 1825.94 ms [2022-04-07 15:47:28 main:574] : INFO : Epoch 1597 | loss: 0.0312132 | val_loss: 0.0312167 | Time: 1821.66 ms [2022-04-07 15:47:29 main:574] : INFO : Epoch 1598 | loss: 0.0312122 | val_loss: 0.0312227 | Time: 1825.03 ms [2022-04-07 15:47:31 main:574] : INFO : Epoch 1599 | loss: 0.0312156 | val_loss: 0.0312212 | Time: 1815.37 ms [2022-04-07 15:47:33 main:574] : INFO : Epoch 1600 | loss: 0.0312149 | val_loss: 0.0312239 | Time: 1823.75 ms [2022-04-07 15:47:35 main:574] : INFO : Epoch 1601 | loss: 0.0312157 | val_loss: 0.0312204 | Time: 1744.28 ms [2022-04-07 15:47:37 main:574] : INFO : Epoch 1602 | loss: 0.0312124 | val_loss: 0.0312167 | Time: 1803.04 ms [2022-04-07 15:47:38 main:574] : INFO : Epoch 1603 | loss: 0.031213 | val_loss: 0.0312183 | Time: 1782.44 ms [2022-04-07 15:47:40 main:574] : INFO : Epoch 1604 | loss: 0.0312135 | val_loss: 0.0312183 | Time: 1806.18 ms [2022-04-07 15:47:42 main:574] : INFO : Epoch 1605 | loss: 0.0312139 | val_loss: 0.0312176 | Time: 1853.09 ms [2022-04-07 15:47:44 main:574] : INFO : Epoch 1606 | loss: 0.031216 | val_loss: 0.0312188 | Time: 1783.56 ms [2022-04-07 15:47:46 main:574] : INFO : Epoch 1607 | loss: 0.0312145 | val_loss: 0.0312169 | Time: 1789.69 ms [2022-04-07 15:47:47 main:574] : INFO : Epoch 1608 | loss: 0.0312142 | val_loss: 0.0312165 | Time: 1777.89 ms [2022-04-07 15:47:49 main:574] : INFO : Epoch 1609 | loss: 0.0312127 | val_loss: 0.0312181 | Time: 1842.01 ms [2022-04-07 15:47:51 main:574] : INFO : Epoch 1610 | loss: 0.0312119 | val_loss: 0.0312164 | Time: 1816.87 ms [2022-04-07 15:47:53 main:574] : INFO : Epoch 1611 | loss: 0.0312166 | val_loss: 0.031221 | Time: 1847.25 ms [2022-04-07 15:47:55 main:574] : INFO : Epoch 1612 | loss: 0.0312198 | val_loss: 0.0312178 | Time: 1781.69 ms [2022-04-07 15:47:57 main:574] : INFO : Epoch 1613 | loss: 0.0312187 | val_loss: 0.0312211 | Time: 1827.73 ms [2022-04-07 15:47:58 main:574] : INFO : Epoch 1614 | loss: 0.0312161 | val_loss: 0.0312162 | Time: 1816.93 ms [2022-04-07 15:48:00 main:574] : INFO : Epoch 1615 | loss: 0.0312149 | val_loss: 0.0312168 | Time: 1908.45 ms [2022-04-07 15:48:02 main:574] : INFO : Epoch 1616 | loss: 0.0312153 | val_loss: 0.0312212 | Time: 1829.89 ms [2022-04-07 15:48:04 main:574] : INFO : Epoch 1617 | loss: 0.0312162 | val_loss: 0.0312179 | Time: 1788.41 ms [2022-04-07 15:48:06 main:574] : INFO : Epoch 1618 | loss: 0.0312169 | val_loss: 0.0312153 | Time: 1866.57 ms [2022-04-07 15:48:08 main:574] : INFO : Epoch 1619 | loss: 0.0312189 | val_loss: 0.0312184 | Time: 1772.53 ms [2022-04-07 15:48:09 main:574] : INFO : Epoch 1620 | loss: 0.0312194 | val_loss: 0.0312174 | Time: 1760.85 ms [2022-04-07 15:48:11 main:574] : INFO : Epoch 1621 | loss: 0.0312147 | val_loss: 0.031217 | Time: 1800.68 ms [2022-04-07 15:48:13 main:574] : INFO : Epoch 1622 | loss: 0.0312138 | val_loss: 0.0312153 | Time: 1793.71 ms [2022-04-07 15:48:15 main:574] : INFO : Epoch 1623 | loss: 0.0312133 | val_loss: 0.0312182 | Time: 1772.48 ms [2022-04-07 15:48:17 main:574] : INFO : Epoch 1624 | loss: 0.0312181 | val_loss: 0.0312185 | Time: 1757.68 ms [2022-04-07 15:48:18 main:574] : INFO : Epoch 1625 | loss: 0.0312187 | val_loss: 0.0312188 | Time: 1777.55 ms [2022-04-07 15:48:20 main:574] : INFO : Epoch 1626 | loss: 0.0312155 | val_loss: 0.0312158 | Time: 1839.81 ms [2022-04-07 15:48:22 main:574] : INFO : Epoch 1627 | loss: 0.0312148 | val_loss: 0.0312147 | Time: 1810.02 ms [2022-04-07 15:48:24 main:574] : INFO : Epoch 1628 | loss: 0.0312155 | val_loss: 0.0312213 | Time: 1884.14 ms [2022-04-07 15:48:26 main:574] : INFO : Epoch 1629 | loss: 0.0312172 | val_loss: 0.0312229 | Time: 1804.52 ms [2022-04-07 15:48:27 main:574] : INFO : Epoch 1630 | loss: 0.0312152 | val_loss: 0.0312152 | Time: 1759.17 ms [2022-04-07 15:48:29 main:574] : INFO : Epoch 1631 | loss: 0.0312141 | val_loss: 0.0312156 | Time: 1927.01 ms [2022-04-07 15:48:31 main:574] : INFO : Epoch 1632 | loss: 0.031215 | val_loss: 0.0312182 | Time: 1757.5 ms [2022-04-07 15:48:33 main:574] : INFO : Epoch 1633 | loss: 0.0312157 | val_loss: 0.0312163 | Time: 1805.3 ms [2022-04-07 15:48:35 main:574] : INFO : Epoch 1634 | loss: 0.0312161 | val_loss: 0.0312198 | Time: 1773.2 ms [2022-04-07 15:48:37 main:574] : INFO : Epoch 1635 | loss: 0.0312145 | val_loss: 0.0312165 | Time: 1797.29 ms [2022-04-07 15:48:38 main:574] : INFO : Epoch 1636 | loss: 0.0312141 | val_loss: 0.0312146 | Time: 1799.05 ms [2022-04-07 15:48:40 main:574] : INFO : Epoch 1637 | loss: 0.0312133 | val_loss: 0.0312156 | Time: 1813.51 ms [2022-04-07 15:48:42 main:574] : INFO : Epoch 1638 | loss: 0.0312148 | val_loss: 0.0312165 | Time: 1846.67 ms [2022-04-07 15:48:44 main:574] : INFO : Epoch 1639 | loss: 0.0312136 | val_loss: 0.0312168 | Time: 1824.29 ms [2022-04-07 15:48:46 main:574] : INFO : Epoch 1640 | loss: 0.0312149 | val_loss: 0.0312152 | Time: 2237.48 ms [2022-04-07 15:48:48 main:574] : INFO : Epoch 1641 | loss: 0.0312135 | val_loss: 0.0312151 | Time: 2099.75 ms [2022-04-07 15:48:50 main:574] : INFO : Epoch 1642 | loss: 0.0312135 | val_loss: 0.0312166 | Time: 1802.48 ms [2022-04-07 15:48:52 main:574] : INFO : Epoch 1643 | loss: 0.0312131 | val_loss: 0.0312167 | Time: 1842.79 ms [2022-04-07 15:48:54 main:574] : INFO : Epoch 1644 | loss: 0.0312131 | val_loss: 0.0312163 | Time: 1829.16 ms [2022-04-07 15:48:56 main:574] : INFO : Epoch 1645 | loss: 0.0312147 | val_loss: 0.0312179 | Time: 1756.2 ms [2022-04-07 15:48:57 main:574] : INFO : Epoch 1646 | loss: 0.0312141 | val_loss: 0.0312162 | Time: 1787.57 ms [2022-04-07 15:48:59 main:574] : INFO : Epoch 1647 | loss: 0.0312149 | val_loss: 0.0312162 | Time: 1789.82 ms [2022-04-07 15:49:01 main:574] : INFO : Epoch 1648 | loss: 0.0312131 | val_loss: 0.0312153 | Time: 2045.04 ms [2022-04-07 15:49:03 main:574] : INFO : Epoch 1649 | loss: 0.0312132 | val_loss: 0.0312167 | Time: 1806.07 ms [2022-04-07 15:49:05 main:574] : INFO : Epoch 1650 | loss: 0.0312135 | val_loss: 0.0312178 | Time: 1788.92 ms [2022-04-07 15:49:07 main:574] : INFO : Epoch 1651 | loss: 0.0312141 | val_loss: 0.0312185 | Time: 1792.68 ms [2022-04-07 15:49:08 main:574] : INFO : Epoch 1652 | loss: 0.031213 | val_loss: 0.0312153 | Time: 1752.71 ms [2022-04-07 15:49:10 main:574] : INFO : Epoch 1653 | loss: 0.0312129 | val_loss: 0.0312184 | Time: 1792.26 ms [2022-04-07 15:49:12 main:574] : INFO : Epoch 1654 | loss: 0.0312151 | val_loss: 0.0312244 | Time: 1810.75 ms [2022-04-07 15:49:14 main:574] : INFO : Epoch 1655 | loss: 0.0312141 | val_loss: 0.0312151 | Time: 1789.25 ms [2022-04-07 15:49:16 main:574] : INFO : Epoch 1656 | loss: 0.0312131 | val_loss: 0.0312163 | Time: 1729.89 ms [2022-04-07 15:49:17 main:574] : INFO : Epoch 1657 | loss: 0.0312125 | val_loss: 0.0312165 | Time: 1785.08 ms [2022-04-07 15:49:19 main:574] : INFO : Epoch 1658 | loss: 0.0312122 | val_loss: 0.0312145 | Time: 1753.52 ms [2022-04-07 15:49:21 main:574] : INFO : Epoch 1659 | loss: 0.0312124 | val_loss: 0.0312155 | Time: 1760.08 ms [2022-04-07 15:49:23 main:574] : INFO : Epoch 1660 | loss: 0.0312178 | val_loss: 0.0312189 | Time: 1708.38 ms [2022-04-07 15:49:24 main:574] : INFO : Epoch 1661 | loss: 0.0312146 | val_loss: 0.0312217 | Time: 1765.84 ms [2022-04-07 15:49:26 main:574] : INFO : Epoch 1662 | loss: 0.0312153 | val_loss: 0.0312167 | Time: 1766.77 ms [2022-04-07 15:49:28 main:574] : INFO : Epoch 1663 | loss: 0.0312136 | val_loss: 0.0312142 | Time: 1776.08 ms [2022-04-07 15:49:30 main:574] : INFO : Epoch 1664 | loss: 0.0312137 | val_loss: 0.0312146 | Time: 1803.98 ms [2022-04-07 15:49:31 main:574] : INFO : Epoch 1665 | loss: 0.0312138 | val_loss: 0.0312151 | Time: 1755.99 ms [2022-04-07 15:49:33 main:574] : INFO : Epoch 1666 | loss: 0.0312128 | val_loss: 0.031215 | Time: 1775.56 ms [2022-04-07 15:49:35 main:574] : INFO : Epoch 1667 | loss: 0.0312119 | val_loss: 0.0312141 | Time: 1761.89 ms [2022-04-07 15:49:37 main:574] : INFO : Epoch 1668 | loss: 0.0312116 | val_loss: 0.0312187 | Time: 1763.05 ms [2022-04-07 15:49:39 main:574] : INFO : Epoch 1669 | loss: 0.0312139 | val_loss: 0.031218 | Time: 1767.85 ms [2022-04-07 15:49:40 main:574] : INFO : Epoch 1670 | loss: 0.0312129 | val_loss: 0.0312175 | Time: 1748.8 ms [2022-04-07 15:49:42 main:574] : INFO : Epoch 1671 | loss: 0.0312139 | val_loss: 0.0312164 | Time: 1739.97 ms [2022-04-07 15:49:44 main:574] : INFO : Epoch 1672 | loss: 0.031213 | val_loss: 0.0312169 | Time: 1756.57 ms [2022-04-07 15:49:46 main:574] : INFO : Epoch 1673 | loss: 0.0312122 | val_loss: 0.0312167 | Time: 1801.02 ms [2022-04-07 15:49:47 main:574] : INFO : Epoch 1674 | loss: 0.0312144 | val_loss: 0.0312165 | Time: 1784.87 ms [2022-04-07 15:49:49 main:574] : INFO : Epoch 1675 | loss: 0.0312143 | val_loss: 0.0312153 | Time: 1720.17 ms [2022-04-07 15:49:51 main:574] : INFO : Epoch 1676 | loss: 0.031212 | val_loss: 0.0312153 | Time: 1782.03 ms [2022-04-07 15:49:53 main:574] : INFO : Epoch 1677 | loss: 0.0312124 | val_loss: 0.0312153 | Time: 1744.82 ms [2022-04-07 15:49:55 main:574] : INFO : Epoch 1678 | loss: 0.0312116 | val_loss: 0.0312138 | Time: 1790.79 ms [2022-04-07 15:49:56 main:574] : INFO : Epoch 1679 | loss: 0.0312119 | val_loss: 0.0312157 | Time: 1758.89 ms [2022-04-07 15:49:58 main:574] : INFO : Epoch 1680 | loss: 0.031212 | val_loss: 0.0312153 | Time: 1733.55 ms [2022-04-07 15:50:00 main:574] : INFO : Epoch 1681 | loss: 0.0312114 | val_loss: 0.0312152 | Time: 1791.45 ms [2022-04-07 15:50:02 main:574] : INFO : Epoch 1682 | loss: 0.0312122 | val_loss: 0.0312197 | Time: 1801.31 ms [2022-04-07 15:50:03 main:574] : INFO : Epoch 1683 | loss: 0.0312135 | val_loss: 0.0312174 | Time: 1779.28 ms [2022-04-07 15:50:05 main:574] : INFO : Epoch 1684 | loss: 0.0312135 | val_loss: 0.0312169 | Time: 1772.15 ms [2022-04-07 15:50:07 main:574] : INFO : Epoch 1685 | loss: 0.0312118 | val_loss: 0.0312165 | Time: 1780.58 ms [2022-04-07 15:50:09 main:574] : INFO : Epoch 1686 | loss: 0.0312121 | val_loss: 0.0312158 | Time: 1789.02 ms [2022-04-07 15:50:11 main:574] : INFO : Epoch 1687 | loss: 0.0312148 | val_loss: 0.0312163 | Time: 1738.59 ms [2022-04-07 15:50:12 main:574] : INFO : Epoch 1688 | loss: 0.0312119 | val_loss: 0.0312161 | Time: 1815.65 ms [2022-04-07 15:50:14 main:574] : INFO : Epoch 1689 | loss: 0.0312131 | val_loss: 0.0312192 | Time: 1827.62 ms [2022-04-07 15:50:16 main:574] : INFO : Epoch 1690 | loss: 0.0312127 | val_loss: 0.031215 | Time: 1799.89 ms [2022-04-07 15:50:18 main:574] : INFO : Epoch 1691 | loss: 0.031212 | val_loss: 0.0312146 | Time: 1784.1 ms [2022-04-07 15:50:20 main:574] : INFO : Epoch 1692 | loss: 0.031212 | val_loss: 0.0312149 | Time: 1796.26 ms [2022-04-07 15:50:21 main:574] : INFO : Epoch 1693 | loss: 0.0312124 | val_loss: 0.03122 | Time: 1779.69 ms [2022-04-07 15:50:23 main:574] : INFO : Epoch 1694 | loss: 0.031213 | val_loss: 0.0312205 | Time: 1769.14 ms [2022-04-07 15:50:25 main:574] : INFO : Epoch 1695 | loss: 0.0312124 | val_loss: 0.0312154 | Time: 1778.94 ms [2022-04-07 15:50:27 main:574] : INFO : Epoch 1696 | loss: 0.0312159 | val_loss: 0.0312196 | Time: 1785.64 ms [2022-04-07 15:50:28 main:574] : INFO : Epoch 1697 | loss: 0.0312166 | val_loss: 0.0312182 | Time: 1734.25 ms [2022-04-07 15:50:30 main:574] : INFO : Epoch 1698 | loss: 0.0312153 | val_loss: 0.0312181 | Time: 1741.55 ms [2022-04-07 15:50:32 main:574] : INFO : Epoch 1699 | loss: 0.0312153 | val_loss: 0.0312175 | Time: 1777.68 ms [2022-04-07 15:50:34 main:574] : INFO : Epoch 1700 | loss: 0.0312165 | val_loss: 0.0312183 | Time: 1753.57 ms [2022-04-07 15:50:36 main:574] : INFO : Epoch 1701 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 1745.66 ms [2022-04-07 15:50:37 main:574] : INFO : Epoch 1702 | loss: 0.0312147 | val_loss: 0.0312175 | Time: 1748.39 ms [2022-04-07 15:50:39 main:574] : INFO : Epoch 1703 | loss: 0.0312128 | val_loss: 0.0312164 | Time: 1880.42 ms [2022-04-07 15:50:41 main:574] : INFO : Epoch 1704 | loss: 0.031214 | val_loss: 0.031219 | Time: 1735.36 ms [2022-04-07 15:50:43 main:574] : INFO : Epoch 1705 | loss: 0.0312126 | val_loss: 0.031215 | Time: 1789.92 ms [2022-04-07 15:50:44 main:574] : INFO : Epoch 1706 | loss: 0.0312136 | val_loss: 0.0312206 | Time: 1751.9 ms [2022-04-07 15:50:46 main:574] : INFO : Epoch 1707 | loss: 0.03122 | val_loss: 0.0312196 | Time: 1766.51 ms [2022-04-07 15:50:48 main:574] : INFO : Epoch 1708 | loss: 0.0312173 | val_loss: 0.0312171 | Time: 1770.71 ms [2022-04-07 15:50:50 main:574] : INFO : Epoch 1709 | loss: 0.031215 | val_loss: 0.0312174 | Time: 1794.01 ms [2022-04-07 15:50:52 main:574] : INFO : Epoch 1710 | loss: 0.0312164 | val_loss: 0.0312158 | Time: 1793.09 ms [2022-04-07 15:50:53 main:574] : INFO : Epoch 1711 | loss: 0.0312149 | val_loss: 0.0312188 | Time: 1751.88 ms [2022-04-07 15:50:55 main:574] : INFO : Epoch 1712 | loss: 0.0312147 | val_loss: 0.0312154 | Time: 1770.5 ms [2022-04-07 15:50:57 main:574] : INFO : Epoch 1713 | loss: 0.0312142 | val_loss: 0.0312167 | Time: 1798.41 ms [2022-04-07 15:50:59 main:574] : INFO : Epoch 1714 | loss: 0.0312143 | val_loss: 0.0312181 | Time: 1769.57 ms [2022-04-07 15:51:01 main:574] : INFO : Epoch 1715 | loss: 0.0312147 | val_loss: 0.0312168 | Time: 1731.46 ms [2022-04-07 15:51:02 main:574] : INFO : Epoch 1716 | loss: 0.0312177 | val_loss: 0.0312206 | Time: 1769.17 ms [2022-04-07 15:51:04 main:574] : INFO : Epoch 1717 | loss: 0.0312164 | val_loss: 0.0312185 | Time: 1773.86 ms [2022-04-07 15:51:06 main:574] : INFO : Epoch 1718 | loss: 0.0312206 | val_loss: 0.0312259 | Time: 1756.38 ms [2022-04-07 15:51:08 main:574] : INFO : Epoch 1719 | loss: 0.031223 | val_loss: 0.0312218 | Time: 1742.55 ms [2022-04-07 15:51:09 main:574] : INFO : Epoch 1720 | loss: 0.0312194 | val_loss: 0.0312192 | Time: 1760.58 ms [2022-04-07 15:51:11 main:574] : INFO : Epoch 1721 | loss: 0.0312194 | val_loss: 0.0312192 | Time: 1792.46 ms [2022-04-07 15:51:13 main:574] : INFO : Epoch 1722 | loss: 0.0312191 | val_loss: 0.03122 | Time: 1794.35 ms [2022-04-07 15:51:15 main:574] : INFO : Epoch 1723 | loss: 0.0312192 | val_loss: 0.031218 | Time: 1800.81 ms [2022-04-07 15:51:17 main:574] : INFO : Epoch 1724 | loss: 0.0312228 | val_loss: 0.0312191 | Time: 1797.36 ms [2022-04-07 15:51:18 main:574] : INFO : Epoch 1725 | loss: 0.0312178 | val_loss: 0.0312178 | Time: 1752.07 ms [2022-04-07 15:51:20 main:574] : INFO : Epoch 1726 | loss: 0.031218 | val_loss: 0.031219 | Time: 1742.84 ms [2022-04-07 15:51:22 main:574] : INFO : Epoch 1727 | loss: 0.0312173 | val_loss: 0.031217 | Time: 1728.62 ms [2022-04-07 15:51:24 main:574] : INFO : Epoch 1728 | loss: 0.0312173 | val_loss: 0.0312178 | Time: 1729.71 ms [2022-04-07 15:51:25 main:574] : INFO : Epoch 1729 | loss: 0.0312171 | val_loss: 0.0312186 | Time: 1761.43 ms [2022-04-07 15:51:27 main:574] : INFO : Epoch 1730 | loss: 0.0312171 | val_loss: 0.0312173 | Time: 1810.2 ms [2022-04-07 15:51:29 main:574] : INFO : Epoch 1731 | loss: 0.0312159 | val_loss: 0.0312169 | Time: 1818.56 ms [2022-04-07 15:51:31 main:574] : INFO : Epoch 1732 | loss: 0.0312202 | val_loss: 0.0312211 | Time: 1787.14 ms [2022-04-07 15:51:33 main:574] : INFO : Epoch 1733 | loss: 0.0312184 | val_loss: 0.0312192 | Time: 1831.77 ms [2022-04-07 15:51:34 main:574] : INFO : Epoch 1734 | loss: 0.031216 | val_loss: 0.0312164 | Time: 1753.34 ms [2022-04-07 15:51:36 main:574] : INFO : Epoch 1735 | loss: 0.0312164 | val_loss: 0.0312198 | Time: 1779.34 ms [2022-04-07 15:51:38 main:574] : INFO : Epoch 1736 | loss: 0.0312164 | val_loss: 0.0312193 | Time: 1822.24 ms [2022-04-07 15:51:40 main:574] : INFO : Epoch 1737 | loss: 0.0312151 | val_loss: 0.0312166 | Time: 1827.06 ms [2022-04-07 15:51:42 main:574] : INFO : Epoch 1738 | loss: 0.0312163 | val_loss: 0.0312197 | Time: 1811.84 ms [2022-04-07 15:51:43 main:574] : INFO : Epoch 1739 | loss: 0.0312184 | val_loss: 0.03122 | Time: 1834.19 ms [2022-04-07 15:51:45 main:574] : INFO : Epoch 1740 | loss: 0.0312169 | val_loss: 0.0312182 | Time: 1834.72 ms [2022-04-07 15:51:47 main:574] : INFO : Epoch 1741 | loss: 0.0312178 | val_loss: 0.0312159 | Time: 1751.78 ms [2022-04-07 15:51:49 main:574] : INFO : Epoch 1742 | loss: 0.0312161 | val_loss: 0.0312261 | Time: 1752.18 ms [2022-04-07 15:51:51 main:574] : INFO : Epoch 1743 | loss: 0.0312164 | val_loss: 0.0312196 | Time: 1748.36 ms [2022-04-07 15:51:52 main:574] : INFO : Epoch 1744 | loss: 0.0312148 | val_loss: 0.0312179 | Time: 1817.47 ms [2022-04-07 15:51:54 main:574] : INFO : Epoch 1745 | loss: 0.0312171 | val_loss: 0.0312186 | Time: 1838.31 ms [2022-04-07 15:51:56 main:574] : INFO : Epoch 1746 | loss: 0.0312153 | val_loss: 0.0312199 | Time: 1792.9 ms [2022-04-07 15:51:58 main:574] : INFO : Epoch 1747 | loss: 0.031217 | val_loss: 0.0312171 | Time: 1742.41 ms [2022-04-07 15:52:00 main:574] : INFO : Epoch 1748 | loss: 0.0312152 | val_loss: 0.0312171 | Time: 1821.56 ms [2022-04-07 15:52:02 main:574] : INFO : Epoch 1749 | loss: 0.0312139 | val_loss: 0.0312159 | Time: 1867.48 ms [2022-04-07 15:52:03 main:574] : INFO : Epoch 1750 | loss: 0.0312128 | val_loss: 0.0312145 | Time: 1881.94 ms [2022-04-07 15:52:05 main:574] : INFO : Epoch 1751 | loss: 0.031212 | val_loss: 0.0312162 | Time: 1823.65 ms [2022-04-07 15:52:08 main:574] : INFO : Epoch 1752 | loss: 0.0312129 | val_loss: 0.0312172 | Time: 2357.98 ms [2022-04-07 15:52:11 main:574] : INFO : Epoch 1753 | loss: 0.0312136 | val_loss: 0.0312171 | Time: 2897.34 ms [2022-04-07 15:52:12 main:574] : INFO : Epoch 1754 | loss: 0.031214 | val_loss: 0.0312149 | Time: 1859.59 ms [2022-04-07 15:52:14 main:574] : INFO : Epoch 1755 | loss: 0.0312136 | val_loss: 0.0312221 | Time: 1773.51 ms [2022-04-07 15:52:16 main:574] : INFO : Epoch 1756 | loss: 0.0312142 | val_loss: 0.0312143 | Time: 1756.9 ms [2022-04-07 15:52:18 main:574] : INFO : Epoch 1757 | loss: 0.0312137 | val_loss: 0.0312184 | Time: 1760.01 ms [2022-04-07 15:52:19 main:574] : INFO : Epoch 1758 | loss: 0.0312138 | val_loss: 0.0312154 | Time: 1759.95 ms [2022-04-07 15:52:21 main:574] : INFO : Epoch 1759 | loss: 0.0312137 | val_loss: 0.0312172 | Time: 1761.76 ms [2022-04-07 15:52:23 main:574] : INFO : Epoch 1760 | loss: 0.0312155 | val_loss: 0.0312176 | Time: 1769.96 ms [2022-04-07 15:52:25 main:574] : INFO : Epoch 1761 | loss: 0.0312137 | val_loss: 0.0312157 | Time: 1783.59 ms [2022-04-07 15:52:27 main:574] : INFO : Epoch 1762 | loss: 0.0312131 | val_loss: 0.0312162 | Time: 1748.27 ms [2022-04-07 15:52:28 main:574] : INFO : Epoch 1763 | loss: 0.0312119 | val_loss: 0.0312157 | Time: 1769.82 ms [2022-04-07 15:52:30 main:574] : INFO : Epoch 1764 | loss: 0.0312134 | val_loss: 0.0312199 | Time: 1773.33 ms [2022-04-07 15:52:32 main:574] : INFO : Epoch 1765 | loss: 0.0312146 | val_loss: 0.0312155 | Time: 1828.14 ms [2022-04-07 15:52:34 main:574] : INFO : Epoch 1766 | loss: 0.0312122 | val_loss: 0.0312155 | Time: 1765.51 ms [2022-04-07 15:52:36 main:574] : INFO : Epoch 1767 | loss: 0.0312115 | val_loss: 0.0312144 | Time: 1745.3 ms [2022-04-07 15:52:37 main:574] : INFO : Epoch 1768 | loss: 0.0312128 | val_loss: 0.0312161 | Time: 1776.02 ms [2022-04-07 15:52:39 main:574] : INFO : Epoch 1769 | loss: 0.0312133 | val_loss: 0.0312151 | Time: 1758.6 ms [2022-04-07 15:52:41 main:574] : INFO : Epoch 1770 | loss: 0.0312109 | val_loss: 0.0312155 | Time: 1741.93 ms [2022-04-07 15:52:43 main:574] : INFO : Epoch 1771 | loss: 0.0312123 | val_loss: 0.0312165 | Time: 1754.12 ms [2022-04-07 15:52:44 main:574] : INFO : Epoch 1772 | loss: 0.0312126 | val_loss: 0.0312203 | Time: 1804.78 ms [2022-04-07 15:52:46 main:574] : INFO : Epoch 1773 | loss: 0.0312173 | val_loss: 0.0312165 | Time: 1764.29 ms [2022-04-07 15:52:48 main:574] : INFO : Epoch 1774 | loss: 0.0312162 | val_loss: 0.0312187 | Time: 1777.37 ms [2022-04-07 15:52:50 main:574] : INFO : Epoch 1775 | loss: 0.031218 | val_loss: 0.0312184 | Time: 1798.66 ms [2022-04-07 15:52:52 main:574] : INFO : Epoch 1776 | loss: 0.031219 | val_loss: 0.0312174 | Time: 1774.16 ms [2022-04-07 15:52:53 main:574] : INFO : Epoch 1777 | loss: 0.0312174 | val_loss: 0.031215 | Time: 1805.23 ms [2022-04-07 15:52:55 main:574] : INFO : Epoch 1778 | loss: 0.0312216 | val_loss: 0.031227 | Time: 1811.34 ms [2022-04-07 15:52:57 main:574] : INFO : Epoch 1779 | loss: 0.0312265 | val_loss: 0.0312252 | Time: 1902.62 ms [2022-04-07 15:52:59 main:574] : INFO : Epoch 1780 | loss: 0.0312235 | val_loss: 0.031224 | Time: 2241.41 ms [2022-04-07 15:53:01 main:574] : INFO : Epoch 1781 | loss: 0.0312229 | val_loss: 0.0312229 | Time: 2009.31 ms [2022-04-07 15:53:03 main:574] : INFO : Epoch 1782 | loss: 0.0312229 | val_loss: 0.0312233 | Time: 1817.79 ms [2022-04-07 15:53:05 main:574] : INFO : Epoch 1783 | loss: 0.031222 | val_loss: 0.0312234 | Time: 2067.83 ms [2022-04-07 15:53:07 main:574] : INFO : Epoch 1784 | loss: 0.03122 | val_loss: 0.0312206 | Time: 1832.22 ms [2022-04-07 15:53:09 main:574] : INFO : Epoch 1785 | loss: 0.0312186 | val_loss: 0.0312213 | Time: 1779.73 ms [2022-04-07 15:53:11 main:574] : INFO : Epoch 1786 | loss: 0.0312192 | val_loss: 0.0312204 | Time: 1878.88 ms [2022-04-07 15:53:13 main:574] : INFO : Epoch 1787 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 1930.53 ms [2022-04-07 15:53:15 main:574] : INFO : Epoch 1788 | loss: 0.0312177 | val_loss: 0.0312194 | Time: 1852.22 ms [2022-04-07 15:53:16 main:574] : INFO : Epoch 1789 | loss: 0.0312179 | val_loss: 0.0312198 | Time: 1781.91 ms [2022-04-07 15:53:18 main:574] : INFO : Epoch 1790 | loss: 0.0312191 | val_loss: 0.0312242 | Time: 1855.88 ms [2022-04-07 15:53:20 main:574] : INFO : Epoch 1791 | loss: 0.0312193 | val_loss: 0.031219 | Time: 2079.26 ms [2022-04-07 15:53:22 main:574] : INFO : Epoch 1792 | loss: 0.0312184 | val_loss: 0.0312185 | Time: 1814.61 ms [2022-04-07 15:53:24 main:574] : INFO : Epoch 1793 | loss: 0.0312191 | val_loss: 0.0312277 | Time: 1811.02 ms [2022-04-07 15:53:26 main:574] : INFO : Epoch 1794 | loss: 0.0312264 | val_loss: 0.0312239 | Time: 1796.66 ms [2022-04-07 15:53:28 main:574] : INFO : Epoch 1795 | loss: 0.0312211 | val_loss: 0.0312239 | Time: 1740.79 ms [2022-04-07 15:53:29 main:574] : INFO : Epoch 1796 | loss: 0.0312211 | val_loss: 0.0312224 | Time: 1758.17 ms [2022-04-07 15:53:31 main:574] : INFO : Epoch 1797 | loss: 0.0312192 | val_loss: 0.0312214 | Time: 1736.15 ms [2022-04-07 15:53:33 main:574] : INFO : Epoch 1798 | loss: 0.0312188 | val_loss: 0.0312206 | Time: 1745.51 ms [2022-04-07 15:53:35 main:574] : INFO : Epoch 1799 | loss: 0.0312181 | val_loss: 0.0312201 | Time: 1755.03 ms [2022-04-07 15:53:36 main:574] : INFO : Epoch 1800 | loss: 0.0312178 | val_loss: 0.0312195 | Time: 1789.43 ms [2022-04-07 15:53:38 main:574] : INFO : Epoch 1801 | loss: 0.0312177 | val_loss: 0.0312182 | Time: 1771.18 ms [2022-04-07 15:53:40 main:574] : INFO : Epoch 1802 | loss: 0.0312173 | val_loss: 0.0312197 | Time: 1779.67 ms [2022-04-07 15:53:42 main:574] : INFO : Epoch 1803 | loss: 0.0312182 | val_loss: 0.0312208 | Time: 1752.95 ms [2022-04-07 15:53:43 main:574] : INFO : Epoch 1804 | loss: 0.0312172 | val_loss: 0.0312234 | Time: 1754.24 ms [2022-04-07 15:53:45 main:574] : INFO : Epoch 1805 | loss: 0.0312168 | val_loss: 0.0312193 | Time: 1788.39 ms [2022-04-07 15:53:47 main:574] : INFO : Epoch 1806 | loss: 0.0312203 | val_loss: 0.0312214 | Time: 1732.57 ms [2022-04-07 15:53:49 main:574] : INFO : Epoch 1807 | loss: 0.0312197 | val_loss: 0.0312184 | Time: 1806.37 ms [2022-04-07 15:53:51 main:574] : INFO : Epoch 1808 | loss: 0.0312177 | val_loss: 0.0312214 | Time: 1769.76 ms [2022-04-07 15:53:52 main:574] : INFO : Epoch 1809 | loss: 0.0312175 | val_loss: 0.0312194 | Time: 1769.72 ms [2022-04-07 15:53:54 main:574] : INFO : Epoch 1810 | loss: 0.0312195 | val_loss: 0.0312201 | Time: 1752.8 ms [2022-04-07 15:53:56 main:574] : INFO : Epoch 1811 | loss: 0.0312183 | val_loss: 0.031219 | Time: 1745.69 ms [2022-04-07 15:53:58 main:574] : INFO : Epoch 1812 | loss: 0.0312157 | val_loss: 0.0312182 | Time: 1790.4 ms [2022-04-07 15:53:59 main:574] : INFO : Epoch 1813 | loss: 0.0312159 | val_loss: 0.0312197 | Time: 1765.65 ms [2022-04-07 15:54:01 main:574] : INFO : Epoch 1814 | loss: 0.0312175 | val_loss: 0.0312195 | Time: 1754.16 ms [2022-04-07 15:54:03 main:574] : INFO : Epoch 1815 | loss: 0.0312184 | val_loss: 0.0312176 | Time: 1746.97 ms [2022-04-07 15:54:05 main:574] : INFO : Epoch 1816 | loss: 0.0312163 | val_loss: 0.0312185 | Time: 1762.75 ms [2022-04-07 15:54:07 main:574] : INFO : Epoch 1817 | loss: 0.0312157 | val_loss: 0.0312174 | Time: 1860.35 ms [2022-04-07 15:54:08 main:574] : INFO : Epoch 1818 | loss: 0.0312174 | val_loss: 0.0312169 | Time: 1863.11 ms [2022-04-07 15:54:10 main:574] : INFO : Epoch 1819 | loss: 0.0312192 | val_loss: 0.0312222 | Time: 1796.49 ms [2022-04-07 15:54:12 main:574] : INFO : Epoch 1820 | loss: 0.0312177 | val_loss: 0.0312215 | Time: 1800.21 ms [2022-04-07 15:54:14 main:574] : INFO : Epoch 1821 | loss: 0.0312191 | val_loss: 0.0312181 | Time: 1832.14 ms [2022-04-07 15:54:16 main:574] : INFO : Epoch 1822 | loss: 0.0312165 | val_loss: 0.0312178 | Time: 1777.26 ms [2022-04-07 15:54:18 main:574] : INFO : Epoch 1823 | loss: 0.0312157 | val_loss: 0.0312179 | Time: 1805.53 ms [2022-04-07 15:54:19 main:574] : INFO : Epoch 1824 | loss: 0.0312171 | val_loss: 0.0312162 | Time: 1794.52 ms [2022-04-07 15:54:21 main:574] : INFO : Epoch 1825 | loss: 0.0312156 | val_loss: 0.0312226 | Time: 1764.49 ms [2022-04-07 15:54:23 main:574] : INFO : Epoch 1826 | loss: 0.0312158 | val_loss: 0.031222 | Time: 1776.6 ms [2022-04-07 15:54:25 main:574] : INFO : Epoch 1827 | loss: 0.0312187 | val_loss: 0.0312202 | Time: 1741.72 ms [2022-04-07 15:54:26 main:574] : INFO : Epoch 1828 | loss: 0.0312179 | val_loss: 0.0312187 | Time: 1774.68 ms [2022-04-07 15:54:28 main:574] : INFO : Epoch 1829 | loss: 0.0312174 | val_loss: 0.0312193 | Time: 1751.02 ms [2022-04-07 15:54:30 main:574] : INFO : Epoch 1830 | loss: 0.0312174 | val_loss: 0.0312199 | Time: 1771.86 ms [2022-04-07 15:54:32 main:574] : INFO : Epoch 1831 | loss: 0.0312169 | val_loss: 0.03122 | Time: 1788.74 ms [2022-04-07 15:54:34 main:574] : INFO : Epoch 1832 | loss: 0.0312176 | val_loss: 0.0312202 | Time: 1765.31 ms [2022-04-07 15:54:35 main:574] : INFO : Epoch 1833 | loss: 0.0312179 | val_loss: 0.0312199 | Time: 1746.15 ms [2022-04-07 15:54:37 main:574] : INFO : Epoch 1834 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 1766.33 ms [2022-04-07 15:54:39 main:574] : INFO : Epoch 1835 | loss: 0.0312183 | val_loss: 0.0312195 | Time: 1780.46 ms [2022-04-07 15:54:41 main:574] : INFO : Epoch 1836 | loss: 0.0312179 | val_loss: 0.0312239 | Time: 1731.96 ms [2022-04-07 15:54:42 main:574] : INFO : Epoch 1837 | loss: 0.0312159 | val_loss: 0.0312177 | Time: 1796.39 ms [2022-04-07 15:54:44 main:574] : INFO : Epoch 1838 | loss: 0.0312151 | val_loss: 0.0312196 | Time: 1795.75 ms [2022-04-07 15:54:46 main:574] : INFO : Epoch 1839 | loss: 0.0312161 | val_loss: 0.0312187 | Time: 1760.98 ms [2022-04-07 15:54:48 main:574] : INFO : Epoch 1840 | loss: 0.0312159 | val_loss: 0.0312179 | Time: 1753.85 ms [2022-04-07 15:54:50 main:574] : INFO : Epoch 1841 | loss: 0.0312154 | val_loss: 0.031222 | Time: 1785.46 ms [2022-04-07 15:54:51 main:574] : INFO : Epoch 1842 | loss: 0.0312151 | val_loss: 0.0312179 | Time: 1781.1 ms [2022-04-07 15:54:53 main:574] : INFO : Epoch 1843 | loss: 0.0312149 | val_loss: 0.0312176 | Time: 1777.15 ms [2022-04-07 15:54:55 main:574] : INFO : Epoch 1844 | loss: 0.0312148 | val_loss: 0.0312172 | Time: 1763.81 ms [2022-04-07 15:54:57 main:574] : INFO : Epoch 1845 | loss: 0.0312149 | val_loss: 0.0312194 | Time: 1829.35 ms [2022-04-07 15:54:59 main:574] : INFO : Epoch 1846 | loss: 0.0312151 | val_loss: 0.0312165 | Time: 1783.21 ms [2022-04-07 15:55:00 main:574] : INFO : Epoch 1847 | loss: 0.0312139 | val_loss: 0.0312162 | Time: 1759.71 ms [2022-04-07 15:55:02 main:574] : INFO : Epoch 1848 | loss: 0.0312139 | val_loss: 0.0312204 | Time: 1743.69 ms [2022-04-07 15:55:04 main:574] : INFO : Epoch 1849 | loss: 0.0312184 | val_loss: 0.0312182 | Time: 1771.81 ms [2022-04-07 15:55:06 main:574] : INFO : Epoch 1850 | loss: 0.0312189 | val_loss: 0.0312212 | Time: 1765.99 ms [2022-04-07 15:55:07 main:574] : INFO : Epoch 1851 | loss: 0.0312186 | val_loss: 0.0312183 | Time: 1784.92 ms [2022-04-07 15:55:09 main:574] : INFO : Epoch 1852 | loss: 0.0312171 | val_loss: 0.031219 | Time: 1732.58 ms [2022-04-07 15:55:11 main:574] : INFO : Epoch 1853 | loss: 0.0312185 | val_loss: 0.0312172 | Time: 1785.35 ms [2022-04-07 15:55:13 main:574] : INFO : Epoch 1854 | loss: 0.0312166 | val_loss: 0.0312173 | Time: 1767.29 ms [2022-04-07 15:55:15 main:574] : INFO : Epoch 1855 | loss: 0.0312162 | val_loss: 0.0312177 | Time: 1817.11 ms [2022-04-07 15:55:16 main:574] : INFO : Epoch 1856 | loss: 0.031216 | val_loss: 0.0312174 | Time: 1758.41 ms [2022-04-07 15:55:18 main:574] : INFO : Epoch 1857 | loss: 0.0312147 | val_loss: 0.0312186 | Time: 1788.69 ms [2022-04-07 15:55:20 main:574] : INFO : Epoch 1858 | loss: 0.0312158 | val_loss: 0.031217 | Time: 1743.41 ms [2022-04-07 15:55:22 main:574] : INFO : Epoch 1859 | loss: 0.0312153 | val_loss: 0.0312166 | Time: 1764.62 ms [2022-04-07 15:55:23 main:574] : INFO : Epoch 1860 | loss: 0.0312157 | val_loss: 0.0312165 | Time: 1794.29 ms [2022-04-07 15:55:25 main:574] : INFO : Epoch 1861 | loss: 0.031215 | val_loss: 0.0312153 | Time: 1773.44 ms [2022-04-07 15:55:27 main:574] : INFO : Epoch 1862 | loss: 0.031214 | val_loss: 0.0312154 | Time: 1776.59 ms [2022-04-07 15:55:29 main:574] : INFO : Epoch 1863 | loss: 0.0312128 | val_loss: 0.0312155 | Time: 1799.39 ms [2022-04-07 15:55:31 main:574] : INFO : Epoch 1864 | loss: 0.0312132 | val_loss: 0.0312166 | Time: 1769.39 ms [2022-04-07 15:55:32 main:574] : INFO : Epoch 1865 | loss: 0.0312138 | val_loss: 0.0312147 | Time: 1853.23 ms [2022-04-07 15:55:35 main:574] : INFO : Epoch 1866 | loss: 0.0312126 | val_loss: 0.0312167 | Time: 2411.49 ms [2022-04-07 15:55:37 main:574] : INFO : Epoch 1867 | loss: 0.0312137 | val_loss: 0.0312156 | Time: 1938.67 ms [2022-04-07 15:55:39 main:574] : INFO : Epoch 1868 | loss: 0.0312124 | val_loss: 0.0312146 | Time: 1842.99 ms [2022-04-07 15:55:40 main:574] : INFO : Epoch 1869 | loss: 0.0312119 | val_loss: 0.0312147 | Time: 1792.55 ms [2022-04-07 15:55:42 main:574] : INFO : Epoch 1870 | loss: 0.0312127 | val_loss: 0.0312149 | Time: 1840.66 ms [2022-04-07 15:55:44 main:574] : INFO : Epoch 1871 | loss: 0.0312135 | val_loss: 0.0312197 | Time: 1876.44 ms [2022-04-07 15:55:46 main:574] : INFO : Epoch 1872 | loss: 0.0312121 | val_loss: 0.0312149 | Time: 1907.74 ms [2022-04-07 15:55:48 main:574] : INFO : Epoch 1873 | loss: 0.0312126 | val_loss: 0.0312147 | Time: 1854.15 ms [2022-04-07 15:55:50 main:574] : INFO : Epoch 1874 | loss: 0.0312127 | val_loss: 0.0312163 | Time: 1829.64 ms [2022-04-07 15:55:52 main:574] : INFO : Epoch 1875 | loss: 0.0312186 | val_loss: 0.0312206 | Time: 1823.08 ms [2022-04-07 15:55:54 main:574] : INFO : Epoch 1876 | loss: 0.0312181 | val_loss: 0.0312158 | Time: 1835.86 ms [2022-04-07 15:55:55 main:574] : INFO : Epoch 1877 | loss: 0.0312142 | val_loss: 0.0312211 | Time: 1941.49 ms [2022-04-07 15:55:57 main:574] : INFO : Epoch 1878 | loss: 0.0312149 | val_loss: 0.0312149 | Time: 1855.91 ms [2022-04-07 15:55:59 main:574] : INFO : Epoch 1879 | loss: 0.0312131 | val_loss: 0.0312183 | Time: 1817.61 ms [2022-04-07 15:56:01 main:574] : INFO : Epoch 1880 | loss: 0.0312142 | val_loss: 0.0312185 | Time: 1833.04 ms [2022-04-07 15:56:03 main:574] : INFO : Epoch 1881 | loss: 0.0312126 | val_loss: 0.031215 | Time: 1839.93 ms [2022-04-07 15:56:05 main:574] : INFO : Epoch 1882 | loss: 0.0312156 | val_loss: 0.0312142 | Time: 1820.48 ms [2022-04-07 15:56:07 main:574] : INFO : Epoch 1883 | loss: 0.0312145 | val_loss: 0.0312193 | Time: 1914.01 ms [2022-04-07 15:56:09 main:574] : INFO : Epoch 1884 | loss: 0.0312121 | val_loss: 0.0312139 | Time: 1891.23 ms [2022-04-07 15:56:10 main:574] : INFO : Epoch 1885 | loss: 0.0312108 | val_loss: 0.0312233 | Time: 1793.49 ms [2022-04-07 15:56:12 main:574] : INFO : Epoch 1886 | loss: 0.0312156 | val_loss: 0.0312202 | Time: 1928.74 ms [2022-04-07 15:56:14 main:574] : INFO : Epoch 1887 | loss: 0.0312139 | val_loss: 0.031215 | Time: 1788.03 ms [2022-04-07 15:56:16 main:574] : INFO : Epoch 1888 | loss: 0.0312122 | val_loss: 0.0312166 | Time: 1760.01 ms [2022-04-07 15:56:18 main:574] : INFO : Epoch 1889 | loss: 0.0312122 | val_loss: 0.0312166 | Time: 1783.37 ms [2022-04-07 15:56:19 main:574] : INFO : Epoch 1890 | loss: 0.0312123 | val_loss: 0.0312161 | Time: 1819.58 ms [2022-04-07 15:56:21 main:574] : INFO : Epoch 1891 | loss: 0.0312118 | val_loss: 0.0312167 | Time: 1865.53 ms [2022-04-07 15:56:23 main:574] : INFO : Epoch 1892 | loss: 0.031214 | val_loss: 0.0312151 | Time: 1846.04 ms [2022-04-07 15:56:25 main:574] : INFO : Epoch 1893 | loss: 0.0312116 | val_loss: 0.0312154 | Time: 1838.21 ms [2022-04-07 15:56:27 main:574] : INFO : Epoch 1894 | loss: 0.0312117 | val_loss: 0.0312171 | Time: 1833.48 ms [2022-04-07 15:56:29 main:574] : INFO : Epoch 1895 | loss: 0.031213 | val_loss: 0.0312202 | Time: 1813.22 ms [2022-04-07 15:56:30 main:574] : INFO : Epoch 1896 | loss: 0.0312138 | val_loss: 0.0312151 | Time: 1809.39 ms [2022-04-07 15:56:32 main:574] : INFO : Epoch 1897 | loss: 0.0312144 | val_loss: 0.0312158 | Time: 1823.9 ms [2022-04-07 15:56:34 main:574] : INFO : Epoch 1898 | loss: 0.0312123 | val_loss: 0.0312171 | Time: 1955.75 ms [2022-04-07 15:56:36 main:574] : INFO : Epoch 1899 | loss: 0.0312119 | val_loss: 0.0312175 | Time: 1790.06 ms [2022-04-07 15:56:38 main:574] : INFO : Epoch 1900 | loss: 0.0312108 | val_loss: 0.0312146 | Time: 1932.27 ms [2022-04-07 15:56:41 main:574] : INFO : Epoch 1901 | loss: 0.0312107 | val_loss: 0.0312188 | Time: 2771.49 ms [2022-04-07 15:56:43 main:574] : INFO : Epoch 1902 | loss: 0.0312126 | val_loss: 0.0312179 | Time: 2156.12 ms [2022-04-07 15:56:45 main:574] : INFO : Epoch 1903 | loss: 0.0312113 | val_loss: 0.0312149 | Time: 1801.91 ms [2022-04-07 15:56:47 main:574] : INFO : Epoch 1904 | loss: 0.0312114 | val_loss: 0.0312194 | Time: 1982.19 ms [2022-04-07 15:56:49 main:574] : INFO : Epoch 1905 | loss: 0.0312172 | val_loss: 0.0312169 | Time: 1841.77 ms [2022-04-07 15:56:50 main:574] : INFO : Epoch 1906 | loss: 0.0312142 | val_loss: 0.0312184 | Time: 1813.57 ms [2022-04-07 15:56:52 main:574] : INFO : Epoch 1907 | loss: 0.0312127 | val_loss: 0.0312161 | Time: 1799.16 ms [2022-04-07 15:56:54 main:574] : INFO : Epoch 1908 | loss: 0.0312116 | val_loss: 0.0312168 | Time: 1772.96 ms [2022-04-07 15:56:56 main:574] : INFO : Epoch 1909 | loss: 0.0312108 | val_loss: 0.0312162 | Time: 1781.83 ms [2022-04-07 15:56:58 main:574] : INFO : Epoch 1910 | loss: 0.0312105 | val_loss: 0.0312181 | Time: 1788.21 ms [2022-04-07 15:56:59 main:574] : INFO : Epoch 1911 | loss: 0.0312121 | val_loss: 0.0312158 | Time: 1837.88 ms [2022-04-07 15:57:01 main:574] : INFO : Epoch 1912 | loss: 0.0312156 | val_loss: 0.0312214 | Time: 1817.09 ms [2022-04-07 15:57:03 main:574] : INFO : Epoch 1913 | loss: 0.0312129 | val_loss: 0.0312166 | Time: 1741.97 ms [2022-04-07 15:57:05 main:574] : INFO : Epoch 1914 | loss: 0.0312128 | val_loss: 0.0312193 | Time: 1758.14 ms [2022-04-07 15:57:07 main:574] : INFO : Epoch 1915 | loss: 0.0312136 | val_loss: 0.0312191 | Time: 1794.65 ms [2022-04-07 15:57:08 main:574] : INFO : Epoch 1916 | loss: 0.0312132 | val_loss: 0.0312148 | Time: 1739.27 ms [2022-04-07 15:57:10 main:574] : INFO : Epoch 1917 | loss: 0.031212 | val_loss: 0.0312158 | Time: 1745 ms [2022-04-07 15:57:12 main:574] : INFO : Epoch 1918 | loss: 0.0312132 | val_loss: 0.0312204 | Time: 1792.95 ms [2022-04-07 15:57:14 main:574] : INFO : Epoch 1919 | loss: 0.0312134 | val_loss: 0.0312137 | Time: 1764.8 ms [2022-04-07 15:57:15 main:574] : INFO : Epoch 1920 | loss: 0.0312131 | val_loss: 0.0312168 | Time: 1805.74 ms [2022-04-07 15:57:17 main:574] : INFO : Epoch 1921 | loss: 0.0312111 | val_loss: 0.0312219 | Time: 1787.52 ms [2022-04-07 15:57:19 main:574] : INFO : Epoch 1922 | loss: 0.0312118 | val_loss: 0.031216 | Time: 1842.98 ms [2022-04-07 15:57:21 main:574] : INFO : Epoch 1923 | loss: 0.0312103 | val_loss: 0.0312142 | Time: 1859.62 ms [2022-04-07 15:57:23 main:574] : INFO : Epoch 1924 | loss: 0.0312103 | val_loss: 0.0312149 | Time: 1835.35 ms [2022-04-07 15:57:25 main:574] : INFO : Epoch 1925 | loss: 0.0312147 | val_loss: 0.0312208 | Time: 1821.76 ms [2022-04-07 15:57:27 main:574] : INFO : Epoch 1926 | loss: 0.0312117 | val_loss: 0.0312168 | Time: 1823.92 ms [2022-04-07 15:57:28 main:574] : INFO : Epoch 1927 | loss: 0.0312132 | val_loss: 0.0312171 | Time: 1933.56 ms [2022-04-07 15:57:30 main:574] : INFO : Epoch 1928 | loss: 0.0312118 | val_loss: 0.0312165 | Time: 1903.57 ms [2022-04-07 15:57:32 main:574] : INFO : Epoch 1929 | loss: 0.0312106 | val_loss: 0.0312148 | Time: 1814.45 ms [2022-04-07 15:57:34 main:574] : INFO : Epoch 1930 | loss: 0.0312096 | val_loss: 0.0312134 | Time: 1814.47 ms [2022-04-07 15:57:36 main:574] : INFO : Epoch 1931 | loss: 0.0312101 | val_loss: 0.0312137 | Time: 1749.92 ms [2022-04-07 15:57:38 main:574] : INFO : Epoch 1932 | loss: 0.0312104 | val_loss: 0.0312186 | Time: 1782.34 ms [2022-04-07 15:57:40 main:574] : INFO : Epoch 1933 | loss: 0.0312092 | val_loss: 0.0312144 | Time: 2176.22 ms [2022-04-07 15:57:42 main:574] : INFO : Epoch 1934 | loss: 0.0312104 | val_loss: 0.031215 | Time: 1792.37 ms [2022-04-07 15:57:43 main:574] : INFO : Epoch 1935 | loss: 0.03121 | val_loss: 0.031215 | Time: 1774.62 ms [2022-04-07 15:57:45 main:574] : INFO : Epoch 1936 | loss: 0.0312087 | val_loss: 0.0312131 | Time: 1771.96 ms [2022-04-07 15:57:47 main:574] : INFO : Epoch 1937 | loss: 0.0312084 | val_loss: 0.031213 | Time: 1756.88 ms [2022-04-07 15:57:49 main:574] : INFO : Epoch 1938 | loss: 0.0312089 | val_loss: 0.0312136 | Time: 1824.5 ms [2022-04-07 15:57:51 main:574] : INFO : Epoch 1939 | loss: 0.0312093 | val_loss: 0.0312165 | Time: 1800.7 ms [2022-04-07 15:57:52 main:574] : INFO : Epoch 1940 | loss: 0.0312098 | val_loss: 0.0312127 | Time: 1790.69 ms [2022-04-07 15:57:54 main:574] : INFO : Epoch 1941 | loss: 0.0312096 | val_loss: 0.0312169 | Time: 1839.86 ms [2022-04-07 15:57:56 main:574] : INFO : Epoch 1942 | loss: 0.0312104 | val_loss: 0.0312143 | Time: 1817.31 ms [2022-04-07 15:57:58 main:574] : INFO : Epoch 1943 | loss: 0.0312108 | val_loss: 0.0312178 | Time: 1798.53 ms [2022-04-07 15:58:00 main:574] : INFO : Epoch 1944 | loss: 0.0312131 | val_loss: 0.0312186 | Time: 1786.28 ms [2022-04-07 15:58:01 main:574] : INFO : Epoch 1945 | loss: 0.0312123 | val_loss: 0.0312217 | Time: 1786.72 ms [2022-04-07 15:58:03 main:574] : INFO : Epoch 1946 | loss: 0.0312109 | val_loss: 0.0312152 | Time: 1784.75 ms [2022-04-07 15:58:05 main:574] : INFO : Epoch 1947 | loss: 0.0312104 | val_loss: 0.0312158 | Time: 1827.85 ms [2022-04-07 15:58:07 main:574] : INFO : Epoch 1948 | loss: 0.031212 | val_loss: 0.0312168 | Time: 1849.95 ms [2022-04-07 15:58:09 main:574] : INFO : Epoch 1949 | loss: 0.031211 | val_loss: 0.0312165 | Time: 1874.74 ms [2022-04-07 15:58:11 main:574] : INFO : Epoch 1950 | loss: 0.0312113 | val_loss: 0.0312158 | Time: 1828.12 ms [2022-04-07 15:58:12 main:574] : INFO : Epoch 1951 | loss: 0.0312124 | val_loss: 0.0312184 | Time: 1855.92 ms [2022-04-07 15:58:14 main:574] : INFO : Epoch 1952 | loss: 0.0312128 | val_loss: 0.0312147 | Time: 1807.64 ms [2022-04-07 15:58:16 main:574] : INFO : Epoch 1953 | loss: 0.0312129 | val_loss: 0.0312159 | Time: 1793.58 ms [2022-04-07 15:58:18 main:574] : INFO : Epoch 1954 | loss: 0.031211 | val_loss: 0.0312183 | Time: 1759.2 ms [2022-04-07 15:58:20 main:574] : INFO : Epoch 1955 | loss: 0.0312103 | val_loss: 0.0312188 | Time: 1795.61 ms [2022-04-07 15:58:21 main:574] : INFO : Epoch 1956 | loss: 0.0312104 | val_loss: 0.0312164 | Time: 1767.54 ms [2022-04-07 15:58:23 main:574] : INFO : Epoch 1957 | loss: 0.0312114 | val_loss: 0.0312142 | Time: 1767.1 ms [2022-04-07 15:58:25 main:574] : INFO : Epoch 1958 | loss: 0.0312097 | val_loss: 0.031214 | Time: 1803 ms [2022-04-07 15:58:27 main:574] : INFO : Epoch 1959 | loss: 0.0312101 | val_loss: 0.0312155 | Time: 1897.37 ms [2022-04-07 15:58:29 main:574] : INFO : Epoch 1960 | loss: 0.0312106 | val_loss: 0.0312154 | Time: 1784.9 ms [2022-04-07 15:58:31 main:574] : INFO : Epoch 1961 | loss: 0.0312098 | val_loss: 0.031215 | Time: 1787.07 ms [2022-04-07 15:58:32 main:574] : INFO : Epoch 1962 | loss: 0.0312102 | val_loss: 0.0312144 | Time: 1752.21 ms [2022-04-07 15:58:34 main:574] : INFO : Epoch 1963 | loss: 0.0312097 | val_loss: 0.0312254 | Time: 1776.75 ms [2022-04-07 15:58:36 main:574] : INFO : Epoch 1964 | loss: 0.031211 | val_loss: 0.0312147 | Time: 1793.78 ms [2022-04-07 15:58:38 main:574] : INFO : Epoch 1965 | loss: 0.0312113 | val_loss: 0.0312304 | Time: 1757.37 ms [2022-04-07 15:58:39 main:574] : INFO : Epoch 1966 | loss: 0.0312185 | val_loss: 0.0312178 | Time: 1836.13 ms [2022-04-07 15:58:41 main:574] : INFO : Epoch 1967 | loss: 0.031214 | val_loss: 0.0312194 | Time: 1774.46 ms [2022-04-07 15:58:43 main:574] : INFO : Epoch 1968 | loss: 0.0312135 | val_loss: 0.0312196 | Time: 1868.61 ms [2022-04-07 15:58:45 main:574] : INFO : Epoch 1969 | loss: 0.031213 | val_loss: 0.0312212 | Time: 1823.64 ms [2022-04-07 15:58:47 main:574] : INFO : Epoch 1970 | loss: 0.0312132 | val_loss: 0.0312174 | Time: 1797.42 ms [2022-04-07 15:58:49 main:574] : INFO : Epoch 1971 | loss: 0.0312119 | val_loss: 0.0312167 | Time: 1789.17 ms [2022-04-07 15:58:50 main:574] : INFO : Epoch 1972 | loss: 0.0312124 | val_loss: 0.031214 | Time: 1808.71 ms [2022-04-07 15:58:52 main:574] : INFO : Epoch 1973 | loss: 0.0312104 | val_loss: 0.0312163 | Time: 1982.93 ms [2022-04-07 15:58:54 main:574] : INFO : Epoch 1974 | loss: 0.0312135 | val_loss: 0.0312155 | Time: 1798.87 ms [2022-04-07 15:58:56 main:574] : INFO : Epoch 1975 | loss: 0.0312124 | val_loss: 0.031225 | Time: 1941.92 ms [2022-04-07 15:58:58 main:574] : INFO : Epoch 1976 | loss: 0.0312141 | val_loss: 0.0312165 | Time: 2087.8 ms [2022-04-07 15:59:00 main:574] : INFO : Epoch 1977 | loss: 0.031212 | val_loss: 0.0312153 | Time: 1800.22 ms [2022-04-07 15:59:02 main:574] : INFO : Epoch 1978 | loss: 0.0312122 | val_loss: 0.0312202 | Time: 1780.95 ms [2022-04-07 15:59:04 main:574] : INFO : Epoch 1979 | loss: 0.0312134 | val_loss: 0.0312147 | Time: 1805.79 ms [2022-04-07 15:59:07 main:574] : INFO : Epoch 1980 | loss: 0.0312101 | val_loss: 0.031216 | Time: 3379.87 ms [2022-04-07 15:59:10 main:574] : INFO : Epoch 1981 | loss: 0.0312106 | val_loss: 0.0312153 | Time: 2869.75 ms [2022-04-07 15:59:12 main:574] : INFO : Epoch 1982 | loss: 0.0312102 | val_loss: 0.0312142 | Time: 1972.22 ms [2022-04-07 15:59:14 main:574] : INFO : Epoch 1983 | loss: 0.0312111 | val_loss: 0.0312156 | Time: 1890.2 ms [2022-04-07 15:59:16 main:574] : INFO : Epoch 1984 | loss: 0.0312109 | val_loss: 0.0312168 | Time: 1985.34 ms [2022-04-07 15:59:18 main:574] : INFO : Epoch 1985 | loss: 0.0312101 | val_loss: 0.0312165 | Time: 2023.66 ms [2022-04-07 15:59:20 main:574] : INFO : Epoch 1986 | loss: 0.0312099 | val_loss: 0.0312143 | Time: 1799.41 ms [2022-04-07 15:59:22 main:574] : INFO : Epoch 1987 | loss: 0.0312088 | val_loss: 0.031215 | Time: 1844.12 ms [2022-04-07 15:59:23 main:574] : INFO : Epoch 1988 | loss: 0.0312085 | val_loss: 0.0312151 | Time: 1882.39 ms [2022-04-07 15:59:25 main:574] : INFO : Epoch 1989 | loss: 0.0312113 | val_loss: 0.0312192 | Time: 1858.21 ms [2022-04-07 15:59:27 main:574] : INFO : Epoch 1990 | loss: 0.0312111 | val_loss: 0.0312156 | Time: 1844 ms [2022-04-07 15:59:29 main:574] : INFO : Epoch 1991 | loss: 0.0312096 | val_loss: 0.0312141 | Time: 1811.62 ms [2022-04-07 15:59:31 main:574] : INFO : Epoch 1992 | loss: 0.0312081 | val_loss: 0.0312148 | Time: 1862.34 ms [2022-04-07 15:59:33 main:574] : INFO : Epoch 1993 | loss: 0.0312122 | val_loss: 0.0312148 | Time: 1828.07 ms [2022-04-07 15:59:35 main:574] : INFO : Epoch 1994 | loss: 0.0312102 | val_loss: 0.0312136 | Time: 1830.09 ms [2022-04-07 15:59:36 main:574] : INFO : Epoch 1995 | loss: 0.0312088 | val_loss: 0.0312134 | Time: 1829.25 ms [2022-04-07 15:59:38 main:574] : INFO : Epoch 1996 | loss: 0.0312094 | val_loss: 0.0312162 | Time: 1798.48 ms [2022-04-07 15:59:40 main:574] : INFO : Epoch 1997 | loss: 0.0312083 | val_loss: 0.031213 | Time: 1840.13 ms [2022-04-07 15:59:42 main:574] : INFO : Epoch 1998 | loss: 0.0312089 | val_loss: 0.0312159 | Time: 1874.75 ms [2022-04-07 15:59:44 main:574] : INFO : Epoch 1999 | loss: 0.0312096 | val_loss: 0.0312162 | Time: 1887.04 ms [2022-04-07 15:59:46 main:574] : INFO : Epoch 2000 | loss: 0.0312092 | val_loss: 0.0312143 | Time: 1891.85 ms [2022-04-07 15:59:48 main:574] : INFO : Epoch 2001 | loss: 0.0312095 | val_loss: 0.0312128 | Time: 1857.4 ms [2022-04-07 15:59:49 main:574] : INFO : Epoch 2002 | loss: 0.0312093 | val_loss: 0.031221 | Time: 1890.17 ms [2022-04-07 15:59:51 main:574] : INFO : Epoch 2003 | loss: 0.0312096 | val_loss: 0.0312159 | Time: 1934.88 ms [2022-04-07 15:59:53 main:574] : INFO : Epoch 2004 | loss: 0.0312086 | val_loss: 0.0312172 | Time: 1926.6 ms [2022-04-07 15:59:55 main:574] : INFO : Epoch 2005 | loss: 0.0312095 | val_loss: 0.0312153 | Time: 1934.15 ms [2022-04-07 15:59:57 main:574] : INFO : Epoch 2006 | loss: 0.0312135 | val_loss: 0.0312215 | Time: 1844.28 ms [2022-04-07 15:59:59 main:574] : INFO : Epoch 2007 | loss: 0.0312166 | val_loss: 0.0312171 | Time: 1944.25 ms [2022-04-07 16:00:01 main:574] : INFO : Epoch 2008 | loss: 0.0312163 | val_loss: 0.0312197 | Time: 2038.11 ms [2022-04-07 16:00:03 main:574] : INFO : Epoch 2009 | loss: 0.0312142 | val_loss: 0.0312156 | Time: 1840.8 ms [2022-04-07 16:00:05 main:574] : INFO : Epoch 2010 | loss: 0.0312133 | val_loss: 0.0312152 | Time: 2154.81 ms [2022-04-07 16:00:07 main:574] : INFO : Epoch 2011 | loss: 0.0312141 | val_loss: 0.0312228 | Time: 2037.59 ms [2022-04-07 16:00:09 main:574] : INFO : Epoch 2012 | loss: 0.0312161 | val_loss: 0.0312181 | Time: 1823.72 ms [2022-04-07 16:00:11 main:574] : INFO : Epoch 2013 | loss: 0.0312131 | val_loss: 0.0312154 | Time: 1789.44 ms [2022-04-07 16:00:13 main:574] : INFO : Epoch 2014 | loss: 0.0312136 | val_loss: 0.0312146 | Time: 1779.58 ms [2022-04-07 16:00:14 main:574] : INFO : Epoch 2015 | loss: 0.0312126 | val_loss: 0.0312154 | Time: 1773.04 ms [2022-04-07 16:00:16 main:574] : INFO : Epoch 2016 | loss: 0.0312114 | val_loss: 0.0312147 | Time: 1794.78 ms [2022-04-07 16:00:18 main:574] : INFO : Epoch 2017 | loss: 0.0312109 | val_loss: 0.0312148 | Time: 1796.06 ms [2022-04-07 16:00:20 main:574] : INFO : Epoch 2018 | loss: 0.0312125 | val_loss: 0.0312159 | Time: 1829.65 ms [2022-04-07 16:00:22 main:574] : INFO : Epoch 2019 | loss: 0.0312113 | val_loss: 0.0312138 | Time: 1810.14 ms [2022-04-07 16:00:24 main:574] : INFO : Epoch 2020 | loss: 0.0312101 | val_loss: 0.0312137 | Time: 1821.03 ms [2022-04-07 16:00:25 main:574] : INFO : Epoch 2021 | loss: 0.0312107 | val_loss: 0.0312131 | Time: 1808.5 ms [2022-04-07 16:00:27 main:574] : INFO : Epoch 2022 | loss: 0.031213 | val_loss: 0.0312266 | Time: 1880.07 ms [2022-04-07 16:00:29 main:574] : INFO : Epoch 2023 | loss: 0.0312154 | val_loss: 0.0312147 | Time: 1801.75 ms [2022-04-07 16:00:31 main:574] : INFO : Epoch 2024 | loss: 0.0312157 | val_loss: 0.0312181 | Time: 1926.5 ms [2022-04-07 16:00:33 main:574] : INFO : Epoch 2025 | loss: 0.0312124 | val_loss: 0.0312147 | Time: 1785.77 ms [2022-04-07 16:00:35 main:574] : INFO : Epoch 2026 | loss: 0.0312117 | val_loss: 0.0312163 | Time: 1794.37 ms [2022-04-07 16:00:36 main:574] : INFO : Epoch 2027 | loss: 0.0312118 | val_loss: 0.0312173 | Time: 1830.43 ms [2022-04-07 16:00:38 main:574] : INFO : Epoch 2028 | loss: 0.0312136 | val_loss: 0.0312156 | Time: 1934.26 ms [2022-04-07 16:00:40 main:574] : INFO : Epoch 2029 | loss: 0.0312119 | val_loss: 0.0312148 | Time: 1970.91 ms [2022-04-07 16:00:43 main:574] : INFO : Epoch 2030 | loss: 0.031212 | val_loss: 0.0312151 | Time: 2572.35 ms [2022-04-07 16:00:45 main:574] : INFO : Epoch 2031 | loss: 0.0312117 | val_loss: 0.0312138 | Time: 2284.24 ms [2022-04-07 16:00:47 main:574] : INFO : Epoch 2032 | loss: 0.0312111 | val_loss: 0.0312144 | Time: 1937.6 ms [2022-04-07 16:00:49 main:574] : INFO : Epoch 2033 | loss: 0.0312112 | val_loss: 0.0312137 | Time: 1847.71 ms [2022-04-07 16:00:51 main:574] : INFO : Epoch 2034 | loss: 0.0312105 | val_loss: 0.0312136 | Time: 1811.34 ms [2022-04-07 16:00:53 main:574] : INFO : Epoch 2035 | loss: 0.03121 | val_loss: 0.0312141 | Time: 1879.91 ms [2022-04-07 16:00:55 main:574] : INFO : Epoch 2036 | loss: 0.0312111 | val_loss: 0.0312135 | Time: 1880.95 ms [2022-04-07 16:00:56 main:574] : INFO : Epoch 2037 | loss: 0.031211 | val_loss: 0.0312167 | Time: 1824.68 ms [2022-04-07 16:00:58 main:574] : INFO : Epoch 2038 | loss: 0.0312132 | val_loss: 0.0312145 | Time: 1781.91 ms [2022-04-07 16:01:00 main:574] : INFO : Epoch 2039 | loss: 0.0312141 | val_loss: 0.0312192 | Time: 2192.48 ms [2022-04-07 16:01:03 main:574] : INFO : Epoch 2040 | loss: 0.0312108 | val_loss: 0.0312137 | Time: 2721.54 ms [2022-04-07 16:01:05 main:574] : INFO : Epoch 2041 | loss: 0.0312107 | val_loss: 0.031214 | Time: 2265.17 ms [2022-04-07 16:01:07 main:574] : INFO : Epoch 2042 | loss: 0.0312097 | val_loss: 0.0312136 | Time: 1804.29 ms [2022-04-07 16:01:09 main:574] : INFO : Epoch 2043 | loss: 0.0312095 | val_loss: 0.0312162 | Time: 1801.96 ms [2022-04-07 16:01:11 main:574] : INFO : Epoch 2044 | loss: 0.0312165 | val_loss: 0.031224 | Time: 1768.73 ms [2022-04-07 16:01:13 main:574] : INFO : Epoch 2045 | loss: 0.0312096 | val_loss: 0.0312169 | Time: 1848.86 ms [2022-04-07 16:01:15 main:574] : INFO : Epoch 2046 | loss: 0.0312085 | val_loss: 0.0312144 | Time: 1818.97 ms [2022-04-07 16:01:16 main:574] : INFO : Epoch 2047 | loss: 0.0312095 | val_loss: 0.0312155 | Time: 1804.32 ms [2022-04-07 16:01:18 main:574] : INFO : Epoch 2048 | loss: 0.0312105 | val_loss: 0.0312244 | Time: 1835.69 ms [2022-04-07 16:01:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312244 [2022-04-07 16:01:18 main:603] : INFO : Saving end state to config to file [2022-04-07 16:01:18 main:608] : INFO : Success, exiting.. 16:01:18 (5300): 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)