Task 10744528
| Name | ParityModified-1639948237-17994-1-0_2 |
| Workunit | 7580060 |
| Created | 13 Jan 2022, 19:53:09 UTC |
| Sent | 13 Jan 2022, 20:55:27 UTC |
| Report deadline | 21 Jan 2022, 20:55:27 UTC |
| Received | 13 Jan 2022, 22:45:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16132 |
| Run time | 1 hours 3 min 39 sec |
| CPU time | 1 hours 2 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.91 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 24:46 main:574] : INFO : Epoch 1542 | loss: 0.0312377 | val_loss: 0.0312381 | Time: 1710.3 ms [2022-01-13 23:24:48 main:574] : INFO : Epoch 1543 | loss: 0.0312372 | val_loss: 0.0312378 | Time: 1952.6 ms [2022-01-13 23:24:50 main:574] : INFO : Epoch 1544 | loss: 0.0312367 | val_loss: 0.0312376 | Time: 1937.42 ms [2022-01-13 23:24:52 main:574] : INFO : Epoch 1545 | loss: 0.0312362 | val_loss: 0.0312368 | Time: 1715.88 ms [2022-01-13 23:24:53 main:574] : INFO : Epoch 1546 | loss: 0.0312356 | val_loss: 0.0312363 | Time: 1765.02 ms [2022-01-13 23:24:55 main:574] : INFO : Epoch 1547 | loss: 0.0312353 | val_loss: 0.031236 | Time: 1927 ms [2022-01-13 23:24:57 main:574] : INFO : Epoch 1548 | loss: 0.0312347 | val_loss: 0.0312353 | Time: 1875.61 ms [2022-01-13 23:24:59 main:574] : INFO : Epoch 1549 | loss: 0.031234 | val_loss: 0.0312345 | Time: 1749.8 ms [2022-01-13 23:25:01 main:574] : INFO : Epoch 1550 | loss: 0.0312332 | val_loss: 0.0312341 | Time: 1827.04 ms [2022-01-13 23:25:03 main:574] : INFO : Epoch 1551 | loss: 0.0312329 | val_loss: 0.0312339 | Time: 1978.08 ms [2022-01-13 23:25:05 main:574] : INFO : Epoch 1552 | loss: 0.0312321 | val_loss: 0.0312332 | Time: 1847.32 ms [2022-01-13 23:25:06 main:574] : INFO : Epoch 1553 | loss: 0.0312313 | val_loss: 0.031233 | Time: 1742.03 ms [2022-01-13 23:25:08 main:574] : INFO : Epoch 1554 | loss: 0.0312309 | val_loss: 0.0312325 | Time: 1888.73 ms [2022-01-13 23:25:10 main:574] : INFO : Epoch 1555 | loss: 0.0312301 | val_loss: 0.0312314 | Time: 1961.59 ms [2022-01-13 23:25:12 main:574] : INFO : Epoch 1556 | loss: 0.0312293 | val_loss: 0.0312311 | Time: 1819.04 ms [2022-01-13 23:25:14 main:574] : INFO : Epoch 1557 | loss: 0.0312286 | val_loss: 0.0312303 | Time: 1730.68 ms [2022-01-13 23:25:16 main:574] : INFO : Epoch 1558 | loss: 0.0312279 | val_loss: 0.0312296 | Time: 1938.66 ms [2022-01-13 23:25:18 main:574] : INFO : Epoch 1559 | loss: 0.0312274 | val_loss: 0.0312291 | Time: 2000.45 ms [2022-01-13 23:25:20 main:574] : INFO : Epoch 1560 | loss: 0.0312268 | val_loss: 0.0312285 | Time: 1808.31 ms [2022-01-13 23:25:21 main:574] : INFO : Epoch 1561 | loss: 0.0312264 | val_loss: 0.0312283 | Time: 1733.07 ms [2022-01-13 23:25:23 main:574] : INFO : Epoch 1562 | loss: 0.0312261 | val_loss: 0.0312287 | Time: 1931.72 ms [2022-01-13 23:25:25 main:574] : INFO : Epoch 1563 | loss: 0.0312246 | val_loss: 0.0312267 | Time: 1989.68 ms [2022-01-13 23:25:27 main:574] : INFO : Epoch 1564 | loss: 0.0312237 | val_loss: 0.0312263 | Time: 1753.78 ms [2022-01-13 23:25:29 main:574] : INFO : Epoch 1565 | loss: 0.0312231 | val_loss: 0.031226 | Time: 1713.03 ms [2022-01-13 23:25:31 main:574] : INFO : Epoch 1566 | loss: 0.0312229 | val_loss: 0.0312249 | Time: 1991.23 ms [2022-01-13 23:25:33 main:574] : INFO : Epoch 1567 | loss: 0.031222 | val_loss: 0.0312244 | Time: 1968.24 ms [2022-01-13 23:25:34 main:574] : INFO : Epoch 1568 | loss: 0.0312213 | val_loss: 0.0312238 | Time: 1692.83 ms [2022-01-13 23:25:36 main:574] : INFO : Epoch 1569 | loss: 0.0312205 | val_loss: 0.0312238 | Time: 1773 ms [2022-01-13 23:25:38 main:574] : INFO : Epoch 1570 | loss: 0.03122 | val_loss: 0.0312231 | Time: 1991.95 ms [2022-01-13 23:25:40 main:574] : INFO : Epoch 1571 | loss: 0.0312192 | val_loss: 0.0312225 | Time: 1945.99 ms [2022-01-13 23:25:42 main:574] : INFO : Epoch 1572 | loss: 0.0312186 | val_loss: 0.0312221 | Time: 1734.76 ms [2022-01-13 23:25:44 main:574] : INFO : Epoch 1573 | loss: 0.0312183 | val_loss: 0.0312214 | Time: 1795.45 ms [2022-01-13 23:25:46 main:574] : INFO : Epoch 1574 | loss: 0.0312184 | val_loss: 0.0312222 | Time: 1985.33 ms [2022-01-13 23:25:48 main:574] : INFO : Epoch 1575 | loss: 0.0312179 | val_loss: 0.0312215 | Time: 1852.47 ms [2022-01-13 23:25:49 main:574] : INFO : Epoch 1576 | loss: 0.0312174 | val_loss: 0.0312211 | Time: 1746.58 ms [2022-01-13 23:25:51 main:574] : INFO : Epoch 1577 | loss: 0.0312166 | val_loss: 0.0312206 | Time: 1851.74 ms [2022-01-13 23:25:53 main:574] : INFO : Epoch 1578 | loss: 0.0312163 | val_loss: 0.0312199 | Time: 1992.21 ms [2022-01-13 23:25:55 main:574] : INFO : Epoch 1579 | loss: 0.0312159 | val_loss: 0.0312197 | Time: 1849.77 ms [2022-01-13 23:25:57 main:574] : INFO : Epoch 1580 | loss: 0.0312154 | val_loss: 0.03122 | Time: 1709.02 ms [2022-01-13 23:25:59 main:574] : INFO : Epoch 1581 | loss: 0.0312156 | val_loss: 0.03122 | Time: 1869.07 ms [2022-01-13 23:26:01 main:574] : INFO : Epoch 1582 | loss: 0.0312156 | val_loss: 0.0312199 | Time: 1995.58 ms [2022-01-13 23:26:02 main:574] : INFO : Epoch 1583 | loss: 0.0312155 | val_loss: 0.0312201 | Time: 1880.41 ms [2022-01-13 23:26:04 main:574] : INFO : Epoch 1584 | loss: 0.0312154 | val_loss: 0.0312185 | Time: 1741.13 ms [2022-01-13 23:26:06 main:574] : INFO : Epoch 1585 | loss: 0.0312148 | val_loss: 0.0312184 | Time: 1888.63 ms [2022-01-13 23:26:08 main:574] : INFO : Epoch 1586 | loss: 0.0312145 | val_loss: 0.0312181 | Time: 1985.68 ms [2022-01-13 23:26:10 main:574] : INFO : Epoch 1587 | loss: 0.0312145 | val_loss: 0.0312188 | Time: 1823.95 ms [2022-01-13 23:26:12 main:574] : INFO : Epoch 1588 | loss: 0.0312144 | val_loss: 0.0312178 | Time: 1721.38 ms [2022-01-13 23:26:14 main:574] : INFO : Epoch 1589 | loss: 0.0312142 | val_loss: 0.0312176 | Time: 1915.32 ms [2022-01-13 23:26:16 main:574] : INFO : Epoch 1590 | loss: 0.0312142 | val_loss: 0.0312179 | Time: 1991.01 ms [2022-01-13 23:26:17 main:574] : INFO : Epoch 1591 | loss: 0.0312138 | val_loss: 0.0312174 | Time: 1823.62 ms [2022-01-13 23:26:19 main:574] : INFO : Epoch 1592 | loss: 0.0312135 | val_loss: 0.031218 | Time: 1735.55 ms [2022-01-13 23:26:21 main:574] : INFO : Epoch 1593 | loss: 0.0312132 | val_loss: 0.0312172 | Time: 1914.57 ms [2022-01-13 23:26:23 main:574] : INFO : Epoch 1594 | loss: 0.031213 | val_loss: 0.0312173 | Time: 1969.29 ms [2022-01-13 23:26:25 main:574] : INFO : Epoch 1595 | loss: 0.0312131 | val_loss: 0.031217 | Time: 1756.17 ms [2022-01-13 23:26:27 main:574] : INFO : Epoch 1596 | loss: 0.031213 | val_loss: 0.031219 | Time: 1716.69 ms [2022-01-13 23:26:29 main:574] : INFO : Epoch 1597 | loss: 0.0312136 | val_loss: 0.0312178 | Time: 2002.94 ms [2022-01-13 23:26:31 main:574] : INFO : Epoch 1598 | loss: 0.0312127 | val_loss: 0.0312172 | Time: 2021.8 ms [2022-01-13 23:26:32 main:574] : INFO : Epoch 1599 | loss: 0.0312123 | val_loss: 0.031217 | Time: 1747.22 ms [2022-01-13 23:26:34 main:574] : INFO : Epoch 1600 | loss: 0.0312125 | val_loss: 0.0312172 | Time: 1720.03 ms [2022-01-13 23:26:36 main:574] : INFO : Epoch 1601 | loss: 0.0312123 | val_loss: 0.0312171 | Time: 1973.92 ms [2022-01-13 23:26:38 main:574] : INFO : Epoch 1602 | loss: 0.031212 | val_loss: 0.0312176 | Time: 1971.18 ms [2022-01-13 23:26:40 main:574] : INFO : Epoch 1603 | loss: 0.031212 | val_loss: 0.0312173 | Time: 1735.74 ms [2022-01-13 23:26:42 main:574] : INFO : Epoch 1604 | loss: 0.0312117 | val_loss: 0.0312169 | Time: 1751.99 ms [2022-01-13 23:26:44 main:574] : INFO : Epoch 1605 | loss: 0.0312119 | val_loss: 0.0312171 | Time: 2007.39 ms [2022-01-13 23:26:46 main:574] : INFO : Epoch 1606 | loss: 0.0312112 | val_loss: 0.0312167 | Time: 1949.98 ms [2022-01-13 23:26:47 main:574] : INFO : Epoch 1607 | loss: 0.0312113 | val_loss: 0.0312167 | Time: 1751.12 ms [2022-01-13 23:26:49 main:574] : INFO : Epoch 1608 | loss: 0.0312114 | val_loss: 0.0312166 | Time: 1790.66 ms [2022-01-13 23:26:51 main:574] : INFO : Epoch 1609 | loss: 0.0312112 | val_loss: 0.0312185 | Time: 1959.6 ms [2022-01-13 23:26:53 main:574] : INFO : Epoch 1610 | loss: 0.0312125 | val_loss: 0.031219 | Time: 1895.23 ms [2022-01-13 23:26:55 main:574] : INFO : Epoch 1611 | loss: 0.0312125 | val_loss: 0.0312163 | Time: 1746.4 ms [2022-01-13 23:26:56 main:574] : INFO : Epoch 1612 | loss: 0.0312116 | val_loss: 0.0312164 | Time: 1804.09 ms [2022-01-13 23:26:58 main:574] : INFO : Epoch 1613 | loss: 0.0312114 | val_loss: 0.0312185 | Time: 1976.17 ms [2022-01-13 23:27:00 main:574] : INFO : Epoch 1614 | loss: 0.0312122 | val_loss: 0.0312167 | Time: 1899.52 ms [2022-01-13 23:27:02 main:574] : INFO : Epoch 1615 | loss: 0.0312112 | val_loss: 0.0312163 | Time: 1720.45 ms [2022-01-13 23:27:04 main:574] : INFO : Epoch 1616 | loss: 0.0312109 | val_loss: 0.0312164 | Time: 1840.4 ms [2022-01-13 23:27:06 main:574] : INFO : Epoch 1617 | loss: 0.0312106 | val_loss: 0.0312169 | Time: 1976.26 ms [2022-01-13 23:27:08 main:574] : INFO : Epoch 1618 | loss: 0.0312105 | val_loss: 0.0312164 | Time: 1789.92 ms [2022-01-13 23:27:10 main:574] : INFO : Epoch 1619 | loss: 0.0312102 | val_loss: 0.031216 | Time: 1759.88 ms [2022-01-13 23:27:11 main:574] : INFO : Epoch 1620 | loss: 0.03121 | val_loss: 0.0312163 | Time: 1937.61 ms [2022-01-13 23:27:13 main:574] : INFO : Epoch 1621 | loss: 0.0312107 | val_loss: 0.0312174 | Time: 1982.67 ms [2022-01-13 23:27:15 main:574] : INFO : Epoch 1622 | loss: 0.0312108 | val_loss: 0.0312175 | Time: 1819.26 ms [2022-01-13 23:27:17 main:574] : INFO : Epoch 1623 | loss: 0.0312108 | val_loss: 0.0312163 | Time: 1715.33 ms [2022-01-13 23:27:19 main:574] : INFO : Epoch 1624 | loss: 0.0312099 | val_loss: 0.0312158 | Time: 1901.06 ms [2022-01-13 23:27:21 main:574] : INFO : Epoch 1625 | loss: 0.0312103 | val_loss: 0.0312185 | Time: 1958.07 ms [2022-01-13 23:27:23 main:574] : INFO : Epoch 1626 | loss: 0.0312107 | val_loss: 0.0312157 | Time: 1748.91 ms [2022-01-13 23:27:24 main:574] : INFO : Epoch 1627 | loss: 0.0312096 | val_loss: 0.0312156 | Time: 1736.16 ms [2022-01-13 23:27:26 main:574] : INFO : Epoch 1628 | loss: 0.0312097 | val_loss: 0.0312178 | Time: 1965.44 ms [2022-01-13 23:27:28 main:574] : INFO : Epoch 1629 | loss: 0.0312101 | val_loss: 0.0312162 | Time: 2001.3 ms [2022-01-13 23:27:30 main:574] : INFO : Epoch 1630 | loss: 0.0312098 | val_loss: 0.0312163 | Time: 1769.42 ms [2022-01-13 23:27:32 main:574] : INFO : Epoch 1631 | loss: 0.0312094 | val_loss: 0.0312158 | Time: 1777.28 ms [2022-01-13 23:27:34 main:574] : INFO : Epoch 1632 | loss: 0.0312093 | val_loss: 0.0312153 | Time: 1983.45 ms [2022-01-13 23:27:36 main:574] : INFO : Epoch 1633 | loss: 0.0312089 | val_loss: 0.0312152 | Time: 1941.83 ms [2022-01-13 23:27:38 main:574] : INFO : Epoch 1634 | loss: 0.0312089 | val_loss: 0.0312171 | Time: 1711.67 ms [2022-01-13 23:27:39 main:574] : INFO : Epoch 1635 | loss: 0.0312095 | val_loss: 0.0312158 | Time: 1767.43 ms [2022-01-13 23:27:41 main:574] : INFO : Epoch 1636 | loss: 0.0312087 | val_loss: 0.0312154 | Time: 1937.77 ms [2022-01-13 23:27:43 main:574] : INFO : Epoch 1637 | loss: 0.0312085 | val_loss: 0.0312155 | Time: 1822.96 ms [2022-01-13 23:27:45 main:574] : INFO : Epoch 1638 | loss: 0.0312092 | val_loss: 0.0312162 | Time: 1715.43 ms [2022-01-13 23:27:47 main:574] : INFO : Epoch 1639 | loss: 0.0312093 | val_loss: 0.031218 | Time: 1829.52 ms [2022-01-13 23:27:49 main:574] : INFO : Epoch 1640 | loss: 0.031209 | val_loss: 0.031215 | Time: 1920.93 ms [2022-01-13 23:27:50 main:574] : INFO : Epoch 1641 | loss: 0.0312091 | val_loss: 0.0312149 | Time: 1740.05 ms [2022-01-13 23:27:52 main:574] : INFO : Epoch 1642 | loss: 0.0312095 | val_loss: 0.0312147 | Time: 1705.91 ms [2022-01-13 23:27:54 main:574] : INFO : Epoch 1643 | loss: 0.0312097 | val_loss: 0.0312153 | Time: 1947.6 ms [2022-01-13 23:27:56 main:574] : INFO : Epoch 1644 | loss: 0.0312098 | val_loss: 0.0312162 | Time: 1899.68 ms [2022-01-13 23:27:58 main:574] : INFO : Epoch 1645 | loss: 0.0312097 | val_loss: 0.0312167 | Time: 1685.48 ms [2022-01-13 23:27:59 main:574] : INFO : Epoch 1646 | loss: 0.0312095 | val_loss: 0.0312148 | Time: 1773.72 ms [2022-01-13 23:28:01 main:574] : INFO : Epoch 1647 | loss: 0.0312102 | val_loss: 0.0312149 | Time: 1975.47 ms [2022-01-13 23:28:03 main:574] : INFO : Epoch 1648 | loss: 0.0312088 | val_loss: 0.0312159 | Time: 1895.99 ms [2022-01-13 23:28:05 main:574] : INFO : Epoch 1649 | loss: 0.0312097 | val_loss: 0.0312143 | Time: 1759.82 ms [2022-01-13 23:28:07 main:574] : INFO : Epoch 1650 | loss: 0.0312094 | val_loss: 0.0312162 | Time: 1810.38 ms [2022-01-13 23:28:09 main:574] : INFO : Epoch 1651 | loss: 0.0312094 | val_loss: 0.0312162 | Time: 1933.63 ms [2022-01-13 23:28:11 main:574] : INFO : Epoch 1652 | loss: 0.0312095 | val_loss: 0.0312155 | Time: 1778.76 ms [2022-01-13 23:28:12 main:574] : INFO : Epoch 1653 | loss: 0.0312088 | val_loss: 0.0312162 | Time: 1706.2 ms [2022-01-13 23:28:14 main:574] : INFO : Epoch 1654 | loss: 0.0312093 | val_loss: 0.0312145 | Time: 1884.46 ms [2022-01-13 23:28:16 main:574] : INFO : Epoch 1655 | loss: 0.0312085 | val_loss: 0.0312143 | Time: 1900.28 ms [2022-01-13 23:28:18 main:574] : INFO : Epoch 1656 | loss: 0.0312084 | val_loss: 0.0312152 | Time: 1685.91 ms [2022-01-13 23:28:20 main:574] : INFO : Epoch 1657 | loss: 0.0312084 | val_loss: 0.0312173 | Time: 1769.66 ms [2022-01-13 23:28:22 main:574] : INFO : Epoch 1658 | loss: 0.0312101 | val_loss: 0.03122 | Time: 1987.18 ms [2022-01-13 23:28:23 main:574] : INFO : Epoch 1659 | loss: 0.0312125 | val_loss: 0.0312193 | Time: 1860.25 ms [2022-01-13 23:28:25 main:574] : INFO : Epoch 1660 | loss: 0.03121 | val_loss: 0.0312159 | Time: 1730.64 ms [2022-01-13 23:28:27 main:574] : INFO : Epoch 1661 | loss: 0.0312095 | val_loss: 0.0312154 | Time: 1844 ms [2022-01-13 23:28:29 main:574] : INFO : Epoch 1662 | loss: 0.031208 | val_loss: 0.0312151 | Time: 1961.56 ms [2022-01-13 23:28:31 main:574] : INFO : Epoch 1663 | loss: 0.0312076 | val_loss: 0.0312154 | Time: 1796.47 ms [2022-01-13 23:28:33 main:574] : INFO : Epoch 1664 | loss: 0.0312077 | val_loss: 0.0312149 | Time: 1719.37 ms [2022-01-13 23:28:34 main:574] : INFO : Epoch 1665 | loss: 0.031208 | val_loss: 0.0312142 | Time: 1877.3 ms [2022-01-13 23:28:36 main:574] : INFO : Epoch 1666 | loss: 0.0312075 | val_loss: 0.031214 | Time: 1950.56 ms [2022-01-13 23:28:38 main:574] : INFO : Epoch 1667 | loss: 0.0312078 | val_loss: 0.031214 | Time: 1738.71 ms [2022-01-13 23:28:40 main:574] : INFO : Epoch 1668 | loss: 0.0312071 | val_loss: 0.031214 | Time: 1692.83 ms [2022-01-13 23:28:42 main:574] : INFO : Epoch 1669 | loss: 0.0312079 | val_loss: 0.0312188 | Time: 1911.95 ms [2022-01-13 23:28:44 main:574] : INFO : Epoch 1670 | loss: 0.0312089 | val_loss: 0.0312143 | Time: 1833.68 ms [2022-01-13 23:28:45 main:574] : INFO : Epoch 1671 | loss: 0.0312084 | val_loss: 0.0312158 | Time: 1722.51 ms [2022-01-13 23:28:47 main:574] : INFO : Epoch 1672 | loss: 0.0312074 | val_loss: 0.0312154 | Time: 1830.4 ms [2022-01-13 23:28:49 main:574] : INFO : Epoch 1673 | loss: 0.0312073 | val_loss: 0.0312145 | Time: 1949.08 ms [2022-01-13 23:28:51 main:574] : INFO : Epoch 1674 | loss: 0.0312077 | val_loss: 0.031214 | Time: 1809.8 ms [2022-01-13 23:28:53 main:574] : INFO : Epoch 1675 | loss: 0.0312066 | val_loss: 0.0312143 | Time: 1697.92 ms [2022-01-13 23:28:54 main:574] : INFO : Epoch 1676 | loss: 0.0312066 | val_loss: 0.0312147 | Time: 1900.18 ms [2022-01-13 23:28:56 main:574] : INFO : Epoch 1677 | loss: 0.0312079 | val_loss: 0.0312135 | Time: 1977.49 ms [2022-01-13 23:28:58 main:574] : INFO : Epoch 1678 | loss: 0.0312068 | val_loss: 0.0312146 | Time: 1750.16 ms [2022-01-13 23:29:00 main:574] : INFO : Epoch 1679 | loss: 0.0312057 | val_loss: 0.0312143 | Time: 1728.51 ms [2022-01-13 23:29:02 main:574] : INFO : Epoch 1680 | loss: 0.0312057 | val_loss: 0.0312136 | Time: 1968.09 ms [2022-01-13 23:29:04 main:574] : INFO : Epoch 1681 | loss: 0.0312058 | val_loss: 0.0312131 | Time: 1901.93 ms [2022-01-13 23:29:06 main:574] : INFO : Epoch 1682 | loss: 0.0312059 | val_loss: 0.0312154 | Time: 1680.09 ms [2022-01-13 23:29:07 main:574] : INFO : Epoch 1683 | loss: 0.0312058 | val_loss: 0.0312134 | Time: 1753.54 ms [2022-01-13 23:29:09 main:574] : INFO : Epoch 1684 | loss: 0.031205 | val_loss: 0.0312132 | Time: 1961.22 ms [2022-01-13 23:29:11 main:574] : INFO : Epoch 1685 | loss: 0.0312053 | val_loss: 0.0312136 | Time: 1837.99 ms [2022-01-13 23:29:13 main:574] : INFO : Epoch 1686 | loss: 0.0312058 | val_loss: 0.0312135 | Time: 1717.8 ms [2022-01-13 23:29:15 main:574] : INFO : Epoch 1687 | loss: 0.0312051 | val_loss: 0.0312135 | Time: 1865.7 ms [2022-01-13 23:29:17 main:574] : INFO : Epoch 1688 | loss: 0.031205 | val_loss: 0.0312142 | Time: 1952.44 ms [2022-01-13 23:29:18 main:574] : INFO : Epoch 1689 | loss: 0.0312061 | val_loss: 0.0312151 | Time: 1732.06 ms [2022-01-13 23:29:20 main:574] : INFO : Epoch 1690 | loss: 0.0312055 | val_loss: 0.0312131 | Time: 1697.41 ms [2022-01-13 23:29:22 main:574] : INFO : Epoch 1691 | loss: 0.0312057 | val_loss: 0.0312147 | Time: 1975.85 ms [2022-01-13 23:29:24 main:574] : INFO : Epoch 1692 | loss: 0.0312062 | val_loss: 0.0312154 | Time: 1937.6 ms [2022-01-13 23:29:26 main:574] : INFO : Epoch 1693 | loss: 0.0312051 | val_loss: 0.0312142 | Time: 1690.21 ms [2022-01-13 23:29:27 main:574] : INFO : Epoch 1694 | loss: 0.0312056 | val_loss: 0.031213 | Time: 1745.48 ms [2022-01-13 23:29:29 main:574] : INFO : Epoch 1695 | loss: 0.0312064 | val_loss: 0.031216 | Time: 1956.01 ms [2022-01-13 23:29:31 main:574] : INFO : Epoch 1696 | loss: 0.0312064 | val_loss: 0.0312132 | Time: 1886.64 ms [2022-01-13 23:29:33 main:574] : INFO : Epoch 1697 | loss: 0.0312057 | val_loss: 0.031213 | Time: 1677.96 ms [2022-01-13 23:29:35 main:574] : INFO : Epoch 1698 | loss: 0.0312078 | val_loss: 0.0312128 | Time: 1808.86 ms [2022-01-13 23:29:37 main:574] : INFO : Epoch 1699 | loss: 0.0312053 | val_loss: 0.0312151 | Time: 1938.68 ms [2022-01-13 23:29:39 main:574] : INFO : Epoch 1700 | loss: 0.0312071 | val_loss: 0.0312135 | Time: 1789.93 ms [2022-01-13 23:29:40 main:574] : INFO : Epoch 1701 | loss: 0.0312057 | val_loss: 0.0312144 | Time: 1672.71 ms [2022-01-13 23:29:42 main:574] : INFO : Epoch 1702 | loss: 0.0312049 | val_loss: 0.0312138 | Time: 1906.05 ms [2022-01-13 23:29:44 main:574] : INFO : Epoch 1703 | loss: 0.0312053 | val_loss: 0.0312137 | Time: 2016.93 ms [2022-01-13 23:29:46 main:574] : INFO : Epoch 1704 | loss: 0.0312064 | val_loss: 0.0312153 | Time: 1713.86 ms [2022-01-13 23:29:48 main:574] : INFO : Epoch 1705 | loss: 0.0312051 | val_loss: 0.0312138 | Time: 1712.68 ms [2022-01-13 23:29:50 main:574] : INFO : Epoch 1706 | loss: 0.0312044 | val_loss: 0.0312161 | Time: 1946.56 ms [2022-01-13 23:29:51 main:574] : INFO : Epoch 1707 | loss: 0.0312054 | val_loss: 0.0312125 | Time: 1897 ms [2022-01-13 23:29:53 main:574] : INFO : Epoch 1708 | loss: 0.0312051 | val_loss: 0.0312186 | Time: 1676.03 ms [2022-01-13 23:29:55 main:574] : INFO : Epoch 1709 | loss: 0.0312058 | val_loss: 0.031213 | Time: 1821.33 ms [2022-01-13 23:29:57 main:574] : INFO : Epoch 1710 | loss: 0.0312046 | val_loss: 0.0312124 | Time: 1931.17 ms [2022-01-13 23:29:59 main:574] : INFO : Epoch 1711 | loss: 0.031204 | val_loss: 0.0312134 | Time: 1811.07 ms [2022-01-13 23:30:00 main:574] : INFO : Epoch 1712 | loss: 0.0312043 | val_loss: 0.0312124 | Time: 1716.97 ms [2022-01-13 23:30:02 main:574] : INFO : Epoch 1713 | loss: 0.0312041 | val_loss: 0.0312122 | Time: 1867.09 ms [2022-01-13 23:30:04 main:574] : INFO : Epoch 1714 | loss: 0.0312036 | val_loss: 0.0312124 | Time: 1948.84 ms [2022-01-13 23:30:06 main:574] : INFO : Epoch 1715 | loss: 0.0312045 | val_loss: 0.0312166 | Time: 1711.16 ms [2022-01-13 23:30:08 main:574] : INFO : Epoch 1716 | loss: 0.0312055 | val_loss: 0.0312121 | Time: 1734.86 ms [2022-01-13 23:30:10 main:574] : INFO : Epoch 1717 | loss: 0.031204 | val_loss: 0.0312138 | Time: 1971.86 ms [2022-01-13 23:30:12 main:574] : INFO : Epoch 1718 | loss: 0.0312058 | val_loss: 0.0312122 | Time: 1908.54 ms [2022-01-13 23:30:13 main:574] : INFO : Epoch 1719 | loss: 0.0312043 | val_loss: 0.0312125 | Time: 1715.55 ms [2022-01-13 23:30:15 main:574] : INFO : Epoch 1720 | loss: 0.0312031 | val_loss: 0.0312131 | Time: 1786.96 ms [2022-01-13 23:30:17 main:574] : INFO : Epoch 1721 | loss: 0.0312039 | val_loss: 0.0312136 | Time: 1963.16 ms [2022-01-13 23:30:19 main:574] : INFO : Epoch 1722 | loss: 0.0312074 | val_loss: 0.0312134 | Time: 1829.69 ms [2022-01-13 23:30:21 main:574] : INFO : Epoch 1723 | loss: 0.0312047 | val_loss: 0.0312128 | Time: 1697.34 ms [2022-01-13 23:30:23 main:574] : INFO : Epoch 1724 | loss: 0.031204 | val_loss: 0.0312173 | Time: 1855.94 ms [2022-01-13 23:30:24 main:574] : INFO : Epoch 1725 | loss: 0.031206 | val_loss: 0.0312122 | Time: 1949.49 ms [2022-01-13 23:30:26 main:574] : INFO : Epoch 1726 | loss: 0.0312041 | val_loss: 0.0312125 | Time: 1762.52 ms [2022-01-13 23:30:28 main:574] : INFO : Epoch 1727 | loss: 0.0312043 | val_loss: 0.0312134 | Time: 1675.52 ms [2022-01-13 23:30:30 main:574] : INFO : Epoch 1728 | loss: 0.0312042 | val_loss: 0.0312189 | Time: 1931.12 ms [2022-01-13 23:30:32 main:574] : INFO : Epoch 1729 | loss: 0.0312048 | val_loss: 0.0312125 | Time: 1963.79 ms [2022-01-13 23:30:34 main:574] : INFO : Epoch 1730 | loss: 0.0312043 | val_loss: 0.0312131 | Time: 1732.06 ms [2022-01-13 23:30:35 main:574] : INFO : Epoch 1731 | loss: 0.0312035 | val_loss: 0.0312132 | Time: 1774.4 ms [2022-01-13 23:30:37 main:574] : INFO : Epoch 1732 | loss: 0.0312059 | val_loss: 0.0312133 | Time: 1944.92 ms [2022-01-13 23:30:39 main:574] : INFO : Epoch 1733 | loss: 0.0312059 | val_loss: 0.0312127 | Time: 1868.53 ms [2022-01-13 23:30:41 main:574] : INFO : Epoch 1734 | loss: 0.031203 | val_loss: 0.0312118 | Time: 1688.72 ms [2022-01-13 23:30:43 main:574] : INFO : Epoch 1735 | loss: 0.0312023 | val_loss: 0.0312127 | Time: 1844.39 ms [2022-01-13 23:30:45 main:574] : INFO : Epoch 1736 | loss: 0.0312038 | val_loss: 0.0312158 | Time: 1971.1 ms [2022-01-13 23:30:47 main:574] : INFO : Epoch 1737 | loss: 0.0312043 | val_loss: 0.0312113 | Time: 1843.1 ms [2022-01-13 23:30:48 main:574] : INFO : Epoch 1738 | loss: 0.0312027 | val_loss: 0.0312126 | Time: 1689.81 ms [2022-01-13 23:30:50 main:574] : INFO : Epoch 1739 | loss: 0.0312029 | val_loss: 0.0312119 | Time: 1888.79 ms [2022-01-13 23:30:52 main:574] : INFO : Epoch 1740 | loss: 0.0312021 | val_loss: 0.0312116 | Time: 1958.31 ms [2022-01-13 23:30:54 main:574] : INFO : Epoch 1741 | loss: 0.0312029 | val_loss: 0.0312141 | Time: 1767.55 ms [2022-01-13 23:30:56 main:574] : INFO : Epoch 1742 | loss: 0.0312029 | val_loss: 0.0312144 | Time: 1725.75 ms [2022-01-13 23:30:58 main:574] : INFO : Epoch 1743 | loss: 0.031204 | val_loss: 0.0312206 | Time: 1925.89 ms [2022-01-13 23:31:00 main:574] : INFO : Epoch 1744 | loss: 0.031207 | val_loss: 0.0312152 | Time: 1956.17 ms [2022-01-13 23:31:01 main:574] : INFO : Epoch 1745 | loss: 0.0312047 | val_loss: 0.031219 | Time: 1719.28 ms [2022-01-13 23:31:03 main:574] : INFO : Epoch 1746 | loss: 0.0312052 | val_loss: 0.031214 | Time: 1730.56 ms [2022-01-13 23:31:05 main:574] : INFO : Epoch 1747 | loss: 0.0312048 | val_loss: 0.0312176 | Time: 1950.11 ms [2022-01-13 23:31:07 main:574] : INFO : Epoch 1748 | loss: 0.0312036 | val_loss: 0.0312143 | Time: 1839.19 ms [2022-01-13 23:31:09 main:574] : INFO : Epoch 1749 | loss: 0.0312042 | val_loss: 0.0312139 | Time: 1746.55 ms [2022-01-13 23:31:10 main:574] : INFO : Epoch 1750 | loss: 0.0312055 | val_loss: 0.031216 | Time: 1821.07 ms [2022-01-13 23:31:12 main:574] : INFO : Epoch 1751 | loss: 0.0312063 | val_loss: 0.0312165 | Time: 1935.61 ms [2022-01-13 23:31:14 main:574] : INFO : Epoch 1752 | loss: 0.0312059 | val_loss: 0.0312125 | Time: 1766.4 ms [2022-01-13 23:31:16 main:574] : INFO : Epoch 1753 | loss: 0.0312026 | val_loss: 0.0312125 | Time: 1713.45 ms [2022-01-13 23:31:18 main:574] : INFO : Epoch 1754 | loss: 0.0312034 | val_loss: 0.0312121 | Time: 1899.76 ms [2022-01-13 23:31:20 main:574] : INFO : Epoch 1755 | loss: 0.0312031 | val_loss: 0.0312122 | Time: 1967.8 ms [2022-01-13 23:31:21 main:574] : INFO : Epoch 1756 | loss: 0.0312032 | val_loss: 0.0312147 | Time: 1688.65 ms [2022-01-13 23:31:23 main:574] : INFO : Epoch 1757 | loss: 0.031202 | val_loss: 0.0312116 | Time: 1745.92 ms [2022-01-13 23:31:25 main:574] : INFO : Epoch 1758 | loss: 0.0312034 | val_loss: 0.0312117 | Time: 1928.93 ms [2022-01-13 23:31:27 main:574] : INFO : Epoch 1759 | loss: 0.0312015 | val_loss: 0.0312117 | Time: 1849.73 ms [2022-01-13 23:31:29 main:574] : INFO : Epoch 1760 | loss: 0.0312021 | val_loss: 0.0312131 | Time: 1691.93 ms [2022-01-13 23:31:30 main:574] : INFO : Epoch 1761 | loss: 0.0312022 | val_loss: 0.0312111 | Time: 1833.1 ms [2022-01-13 23:31:32 main:574] : INFO : Epoch 1762 | loss: 0.0312024 | val_loss: 0.0312144 | Time: 1927.81 ms [2022-01-13 23:31:34 main:574] : INFO : Epoch 1763 | loss: 0.0312019 | val_loss: 0.0312119 | Time: 1804.74 ms [2022-01-13 23:31:36 main:574] : INFO : Epoch 1764 | loss: 0.031202 | val_loss: 0.0312114 | Time: 1718.82 ms [2022-01-13 23:31:38 main:574] : INFO : Epoch 1765 | loss: 0.031203 | val_loss: 0.0312123 | Time: 1923.66 ms [2022-01-13 23:31:40 main:574] : INFO : Epoch 1766 | loss: 0.0312018 | val_loss: 0.0312124 | Time: 1964.24 ms [2022-01-13 23:31:42 main:574] : INFO : Epoch 1767 | loss: 0.0312012 | val_loss: 0.0312112 | Time: 1702.98 ms [2022-01-13 23:31:43 main:574] : INFO : Epoch 1768 | loss: 0.0312029 | val_loss: 0.0312175 | Time: 1729.91 ms [2022-01-13 23:31:45 main:574] : INFO : Epoch 1769 | loss: 0.0312046 | val_loss: 0.0312134 | Time: 1982.05 ms [2022-01-13 23:31:47 main:574] : INFO : Epoch 1770 | loss: 0.0312024 | val_loss: 0.0312114 | Time: 1920.08 ms [2022-01-13 23:31:49 main:574] : INFO : Epoch 1771 | loss: 0.0312038 | val_loss: 0.0312125 | Time: 1735.43 ms [2022-01-13 23:31:51 main:574] : INFO : Epoch 1772 | loss: 0.0312021 | val_loss: 0.0312117 | Time: 1779.06 ms [2022-01-13 23:31:53 main:574] : INFO : Epoch 1773 | loss: 0.031204 | val_loss: 0.0312143 | Time: 1946.97 ms [2022-01-13 23:31:55 main:574] : INFO : Epoch 1774 | loss: 0.0312044 | val_loss: 0.0312153 | Time: 1868.02 ms [2022-01-13 23:31:56 main:574] : INFO : Epoch 1775 | loss: 0.0312019 | val_loss: 0.0312143 | Time: 1718.28 ms [2022-01-13 23:31:58 main:574] : INFO : Epoch 1776 | loss: 0.0312025 | val_loss: 0.0312156 | Time: 1836.47 ms [2022-01-13 23:32:00 main:574] : INFO : Epoch 1777 | loss: 0.0312116 | val_loss: 0.0312154 | Time: 1980.98 ms [2022-01-13 23:32:02 main:574] : INFO : Epoch 1778 | loss: 0.0312108 | val_loss: 0.0312136 | Time: 1858.83 ms [2022-01-13 23:32:04 main:574] : INFO : Epoch 1779 | loss: 0.0312073 | val_loss: 0.0312161 | Time: 1689.45 ms [2022-01-13 23:32:06 main:574] : INFO : Epoch 1780 | loss: 0.0312037 | val_loss: 0.0312115 | Time: 1848.86 ms [2022-01-13 23:32:07 main:574] : INFO : Epoch 1781 | loss: 0.0312019 | val_loss: 0.0312115 | Time: 1972.68 ms [2022-01-13 23:32:09 main:574] : INFO : Epoch 1782 | loss: 0.0312025 | val_loss: 0.0312142 | Time: 1734.31 ms [2022-01-13 23:32:11 main:574] : INFO : Epoch 1783 | loss: 0.0312021 | val_loss: 0.0312126 | Time: 1716 ms [2022-01-13 23:32:13 main:574] : INFO : Epoch 1784 | loss: 0.0312041 | val_loss: 0.0312138 | Time: 1965.14 ms [2022-01-13 23:32:15 main:574] : INFO : Epoch 1785 | loss: 0.0312031 | val_loss: 0.0312116 | Time: 1927.13 ms [2022-01-13 23:32:17 main:574] : INFO : Epoch 1786 | loss: 0.031202 | val_loss: 0.0312137 | Time: 1741.95 ms [2022-01-13 23:32:18 main:574] : INFO : Epoch 1787 | loss: 0.031203 | val_loss: 0.0312101 | Time: 1763.09 ms [2022-01-13 23:32:20 main:574] : INFO : Epoch 1788 | loss: 0.0312049 | val_loss: 0.0312108 | Time: 1936.1 ms [2022-01-13 23:32:22 main:574] : INFO : Epoch 1789 | loss: 0.0312037 | val_loss: 0.0312105 | Time: 1884.67 ms [2022-01-13 23:32:24 main:574] : INFO : Epoch 1790 | loss: 0.0312026 | val_loss: 0.0312109 | Time: 1742.27 ms [2022-01-13 23:32:26 main:574] : INFO : Epoch 1791 | loss: 0.0312028 | val_loss: 0.0312156 | Time: 1825.5 ms [2022-01-13 23:32:28 main:574] : INFO : Epoch 1792 | loss: 0.0312024 | val_loss: 0.031209 | Time: 1952.23 ms [2022-01-13 23:32:30 main:574] : INFO : Epoch 1793 | loss: 0.0312015 | val_loss: 0.0312086 | Time: 1843.01 ms [2022-01-13 23:32:31 main:574] : INFO : Epoch 1794 | loss: 0.0312028 | val_loss: 0.031209 | Time: 1750.83 ms [2022-01-13 23:32:33 main:574] : INFO : Epoch 1795 | loss: 0.0312016 | val_loss: 0.0312099 | Time: 1870.71 ms [2022-01-13 23:32:35 main:574] : INFO : Epoch 1796 | loss: 0.0312015 | val_loss: 0.0312112 | Time: 1947.7 ms [2022-01-13 23:32:37 main:574] : INFO : Epoch 1797 | loss: 0.0312038 | val_loss: 0.0312116 | Time: 1813.48 ms [2022-01-13 23:32:39 main:574] : INFO : Epoch 1798 | loss: 0.0312014 | val_loss: 0.0312089 | Time: 1736.03 ms [2022-01-13 23:32:41 main:574] : INFO : Epoch 1799 | loss: 0.0312042 | val_loss: 0.0312132 | Time: 1904.7 ms [2022-01-13 23:32:43 main:574] : INFO : Epoch 1800 | loss: 0.0312017 | val_loss: 0.0312104 | Time: 1963.64 ms [2022-01-13 23:32:44 main:574] : INFO : Epoch 1801 | loss: 0.0312004 | val_loss: 0.0312093 | Time: 1718.82 ms [2022-01-13 23:32:46 main:574] : INFO : Epoch 1802 | loss: 0.031202 | val_loss: 0.0312116 | Time: 1719.87 ms [2022-01-13 23:32:48 main:574] : INFO : Epoch 1803 | loss: 0.0312032 | val_loss: 0.0312102 | Time: 1976.97 ms [2022-01-13 23:32:50 main:574] : INFO : Epoch 1804 | loss: 0.0312012 | val_loss: 0.0312114 | Time: 1936.47 ms [2022-01-13 23:32:52 main:574] : INFO : Epoch 1805 | loss: 0.0312029 | val_loss: 0.0312098 | Time: 1675.84 ms [2022-01-13 23:32:54 main:574] : INFO : Epoch 1806 | loss: 0.0312022 | val_loss: 0.0312097 | Time: 1782.5 ms [2022-01-13 23:32:55 main:574] : INFO : Epoch 1807 | loss: 0.0312015 | val_loss: 0.0312124 | Time: 1952.83 ms [2022-01-13 23:32:57 main:574] : INFO : Epoch 1808 | loss: 0.0311999 | val_loss: 0.0312083 | Time: 1814.48 ms [2022-01-13 23:32:59 main:574] : INFO : Epoch 1809 | loss: 0.0311996 | val_loss: 0.0312084 | Time: 1664.43 ms [2022-01-13 23:33:01 main:574] : INFO : Epoch 1810 | loss: 0.0312 | val_loss: 0.031213 | Time: 1828.15 ms [2022-01-13 23:33:03 main:574] : INFO : Epoch 1811 | loss: 0.0312023 | val_loss: 0.0312173 | Time: 1976.93 ms [2022-01-13 23:33:05 main:574] : INFO : Epoch 1812 | loss: 0.0312038 | val_loss: 0.0312108 | Time: 1758.11 ms [2022-01-13 23:33:06 main:574] : INFO : Epoch 1813 | loss: 0.0312004 | val_loss: 0.0312105 | Time: 1716.79 ms [2022-01-13 23:33:08 main:574] : INFO : Epoch 1814 | loss: 0.0311991 | val_loss: 0.0312094 | Time: 1953.68 ms [2022-01-13 23:33:10 main:574] : INFO : Epoch 1815 | loss: 0.0311999 | val_loss: 0.0312133 | Time: 1911.33 ms [2022-01-13 23:33:12 main:574] : INFO : Epoch 1816 | loss: 0.0311986 | val_loss: 0.0312108 | Time: 1720.21 ms [2022-01-13 23:33:14 main:574] : INFO : Epoch 1817 | loss: 0.0312029 | val_loss: 0.0312309 | Time: 1781.47 ms [2022-01-13 23:33:16 main:574] : INFO : Epoch 1818 | loss: 0.0312067 | val_loss: 0.0312191 | Time: 1962.39 ms [2022-01-13 23:33:18 main:574] : INFO : Epoch 1819 | loss: 0.0312013 | val_loss: 0.0312123 | Time: 1837.66 ms [2022-01-13 23:33:19 main:574] : INFO : Epoch 1820 | loss: 0.0312018 | val_loss: 0.0312102 | Time: 1724.67 ms [2022-01-13 23:33:21 main:574] : INFO : Epoch 1821 | loss: 0.0312007 | val_loss: 0.0312106 | Time: 1835.67 ms [2022-01-13 23:33:23 main:574] : INFO : Epoch 1822 | loss: 0.0311983 | val_loss: 0.0312132 | Time: 1973.64 ms [2022-01-13 23:33:25 main:574] : INFO : Epoch 1823 | loss: 0.0311987 | val_loss: 0.031211 | Time: 1787.93 ms [2022-01-13 23:33:27 main:574] : INFO : Epoch 1824 | loss: 0.0311992 | val_loss: 0.0312107 | Time: 1721.79 ms [2022-01-13 23:33:28 main:574] : INFO : Epoch 1825 | loss: 0.0311982 | val_loss: 0.0312113 | Time: 1910.08 ms [2022-01-13 23:33:30 main:574] : INFO : Epoch 1826 | loss: 0.0311982 | val_loss: 0.0312084 | Time: 1974.98 ms [2022-01-13 23:33:32 main:574] : INFO : Epoch 1827 | loss: 0.0311981 | val_loss: 0.0312121 | Time: 1743.05 ms [2022-01-13 23:33:34 main:574] : INFO : Epoch 1828 | loss: 0.0312004 | val_loss: 0.0312101 | Time: 1715.56 ms [2022-01-13 23:33:36 main:574] : INFO : Epoch 1829 | loss: 0.0311997 | val_loss: 0.0312084 | Time: 1974.62 ms [2022-01-13 23:33:38 main:574] : INFO : Epoch 1830 | loss: 0.0311995 | val_loss: 0.0312193 | Time: 1950.59 ms [2022-01-13 23:33:40 main:574] : INFO : Epoch 1831 | loss: 0.0311985 | val_loss: 0.0312091 | Time: 1776.7 ms [2022-01-13 23:33:41 main:574] : INFO : Epoch 1832 | loss: 0.0312007 | val_loss: 0.0312148 | Time: 1740.35 ms [2022-01-13 23:33:43 main:574] : INFO : Epoch 1833 | loss: 0.0312007 | val_loss: 0.0312088 | Time: 1923.9 ms [2022-01-13 23:33:45 main:574] : INFO : Epoch 1834 | loss: 0.0312009 | val_loss: 0.0312151 | Time: 1884.34 ms [2022-01-13 23:33:47 main:574] : INFO : Epoch 1835 | loss: 0.0312013 | val_loss: 0.0312085 | Time: 1728.52 ms [2022-01-13 23:33:49 main:574] : INFO : Epoch 1836 | loss: 0.0311992 | val_loss: 0.0312087 | Time: 1812.65 ms [2022-01-13 23:33:51 main:574] : INFO : Epoch 1837 | loss: 0.0311996 | val_loss: 0.0312105 | Time: 1943.04 ms [2022-01-13 23:33:53 main:574] : INFO : Epoch 1838 | loss: 0.0312038 | val_loss: 0.0312126 | Time: 1819.74 ms [2022-01-13 23:33:54 main:574] : INFO : Epoch 1839 | loss: 0.031199 | val_loss: 0.0312119 | Time: 1691.69 ms [2022-01-13 23:33:56 main:574] : INFO : Epoch 1840 | loss: 0.0311972 | val_loss: 0.0312101 | Time: 1883.98 ms [2022-01-13 23:33:58 main:574] : INFO : Epoch 1841 | loss: 0.0311977 | val_loss: 0.0312151 | Time: 1970.43 ms [2022-01-13 23:34:00 main:574] : INFO : Epoch 1842 | loss: 0.0311997 | val_loss: 0.0312102 | Time: 1786.37 ms [2022-01-13 23:34:02 main:574] : INFO : Epoch 1843 | loss: 0.0311983 | val_loss: 0.031207 | Time: 1707.42 ms [2022-01-13 23:34:04 main:574] : INFO : Epoch 1844 | loss: 0.0311967 | val_loss: 0.0312099 | Time: 1926 ms [2022-01-13 23:34:05 main:574] : INFO : Epoch 1845 | loss: 0.0311983 | val_loss: 0.0312066 | Time: 1915.21 ms [2022-01-13 23:34:07 main:574] : INFO : Epoch 1846 | loss: 0.031197 | val_loss: 0.0312066 | Time: 1645.01 ms [2022-01-13 23:34:09 main:574] : INFO : Epoch 1847 | loss: 0.0311974 | val_loss: 0.0312067 | Time: 1777.11 ms [2022-01-13 23:34:11 main:574] : INFO : Epoch 1848 | loss: 0.0311989 | val_loss: 0.031213 | Time: 1952.68 ms [2022-01-13 23:34:13 main:574] : INFO : Epoch 1849 | loss: 0.0311985 | val_loss: 0.0312094 | Time: 1816.79 ms [2022-01-13 23:34:14 main:574] : INFO : Epoch 1850 | loss: 0.0312003 | val_loss: 0.0312087 | Time: 1743.98 ms [2022-01-13 23:34:16 main:574] : INFO : Epoch 1851 | loss: 0.0311993 | val_loss: 0.0312071 | Time: 1873.86 ms [2022-01-13 23:34:18 main:574] : INFO : Epoch 1852 | loss: 0.0311978 | val_loss: 0.0312071 | Time: 1983.55 ms [2022-01-13 23:34:20 main:574] : INFO : Epoch 1853 | loss: 0.0311972 | val_loss: 0.0312066 | Time: 1774.98 ms [2022-01-13 23:34:22 main:574] : INFO : Epoch 1854 | loss: 0.0312007 | val_loss: 0.0312121 | Time: 1701.91 ms [2022-01-13 23:34:24 main:574] : INFO : Epoch 1855 | loss: 0.0312028 | val_loss: 0.0312089 | Time: 1924.71 ms [2022-01-13 23:34:26 main:574] : INFO : Epoch 1856 | loss: 0.0312072 | val_loss: 0.031213 | Time: 1976.24 ms [2022-01-13 23:34:27 main:574] : INFO : Epoch 1857 | loss: 0.031203 | val_loss: 0.0312157 | Time: 1698.41 ms [2022-01-13 23:34:29 main:574] : INFO : Epoch 1858 | loss: 0.0312011 | val_loss: 0.0312096 | Time: 1723.68 ms [2022-01-13 23:34:31 main:574] : INFO : Epoch 1859 | loss: 0.0311981 | val_loss: 0.0312063 | Time: 1939.85 ms [2022-01-13 23:34:33 main:574] : INFO : Epoch 1860 | loss: 0.0311985 | val_loss: 0.0312077 | Time: 1839.98 ms [2022-01-13 23:34:35 main:574] : INFO : Epoch 1861 | loss: 0.0311972 | val_loss: 0.0312037 | Time: 1746.93 ms [2022-01-13 23:34:37 main:574] : INFO : Epoch 1862 | loss: 0.0311966 | val_loss: 0.0312083 | Time: 1838.39 ms [2022-01-13 23:34:38 main:574] : INFO : Epoch 1863 | loss: 0.0311963 | val_loss: 0.0312051 | Time: 1941.5 ms [2022-01-13 23:34:40 main:574] : INFO : Epoch 1864 | loss: 0.0311987 | val_loss: 0.0312058 | Time: 1821.58 ms [2022-01-13 23:34:42 main:574] : INFO : Epoch 1865 | loss: 0.0311958 | val_loss: 0.0312055 | Time: 1737 ms [2022-01-13 23:34:44 main:574] : INFO : Epoch 1866 | loss: 0.0312 | val_loss: 0.0312089 | Time: 1865.55 ms [2022-01-13 23:34:46 main:574] : INFO : Epoch 1867 | loss: 0.0311995 | val_loss: 0.0312057 | Time: 2017.86 ms [2022-01-13 23:34:48 main:574] : INFO : Epoch 1868 | loss: 0.0311959 | val_loss: 0.0312079 | Time: 1787.63 ms [2022-01-13 23:34:49 main:574] : INFO : Epoch 1869 | loss: 0.0311962 | val_loss: 0.0312056 | Time: 1742.6 ms [2022-01-13 23:34:51 main:574] : INFO : Epoch 1870 | loss: 0.0311973 | val_loss: 0.0312052 | Time: 1924.32 ms [2022-01-13 23:34:53 main:574] : INFO : Epoch 1871 | loss: 0.0311987 | val_loss: 0.031221 | Time: 1949.97 ms [2022-01-13 23:34:55 main:574] : INFO : Epoch 1872 | loss: 0.0312012 | val_loss: 0.0312067 | Time: 1695.53 ms [2022-01-13 23:34:57 main:574] : INFO : Epoch 1873 | loss: 0.0311952 | val_loss: 0.0312056 | Time: 1732.55 ms [2022-01-13 23:34:59 main:574] : INFO : Epoch 1874 | loss: 0.0311937 | val_loss: 0.0312117 | Time: 1957.1 ms [2022-01-13 23:35:01 main:574] : INFO : Epoch 1875 | loss: 0.0311948 | val_loss: 0.0312049 | Time: 1905.6 ms [2022-01-13 23:35:02 main:574] : INFO : Epoch 1876 | loss: 0.0311919 | val_loss: 0.0312042 | Time: 1709.76 ms [2022-01-13 23:35:04 main:574] : INFO : Epoch 1877 | loss: 0.0311915 | val_loss: 0.0312046 | Time: 1810.5 ms [2022-01-13 23:35:06 main:574] : INFO : Epoch 1878 | loss: 0.0311954 | val_loss: 0.0312085 | Time: 1917.56 ms [2022-01-13 23:35:08 main:574] : INFO : Epoch 1879 | loss: 0.0312005 | val_loss: 0.0312138 | Time: 1745.72 ms [2022-01-13 23:35:10 main:574] : INFO : Epoch 1880 | loss: 0.0311985 | val_loss: 0.0312041 | Time: 1714.1 ms [2022-01-13 23:35:12 main:574] : INFO : Epoch 1881 | loss: 0.0311922 | val_loss: 0.0312044 | Time: 1921.79 ms [2022-01-13 23:35:13 main:574] : INFO : Epoch 1882 | loss: 0.0311946 | val_loss: 0.0312038 | Time: 1957.58 ms [2022-01-13 23:35:15 main:574] : INFO : Epoch 1883 | loss: 0.0311955 | val_loss: 0.0312084 | Time: 1723.2 ms [2022-01-13 23:35:17 main:574] : INFO : Epoch 1884 | loss: 0.031193 | val_loss: 0.0312045 | Time: 1705.59 ms [2022-01-13 23:35:19 main:574] : INFO : Epoch 1885 | loss: 0.0311936 | val_loss: 0.0312056 | Time: 1948.52 ms [2022-01-13 23:35:21 main:574] : INFO : Epoch 1886 | loss: 0.0311924 | val_loss: 0.0312049 | Time: 1873.53 ms [2022-01-13 23:35:22 main:574] : INFO : Epoch 1887 | loss: 0.031195 | val_loss: 0.0312088 | Time: 1714.76 ms [2022-01-13 23:35:24 main:574] : INFO : Epoch 1888 | loss: 0.0312006 | val_loss: 0.0312109 | Time: 1828.92 ms [2022-01-13 23:35:26 main:574] : INFO : Epoch 1889 | loss: 0.0311951 | val_loss: 0.031211 | Time: 1949.91 ms [2022-01-13 23:35:28 main:574] : INFO : Epoch 1890 | loss: 0.0311932 | val_loss: 0.0312113 | Time: 1792.92 ms [2022-01-13 23:35:30 main:574] : INFO : Epoch 1891 | loss: 0.0311934 | val_loss: 0.0312068 | Time: 1676.77 ms [2022-01-13 23:35:32 main:574] : INFO : Epoch 1892 | loss: 0.0311947 | val_loss: 0.0312017 | Time: 1900.71 ms [2022-01-13 23:35:34 main:574] : INFO : Epoch 1893 | loss: 0.0311921 | val_loss: 0.0312175 | Time: 1984.12 ms [2022-01-13 23:35:35 main:574] : INFO : Epoch 1894 | loss: 0.0311933 | val_loss: 0.0312043 | Time: 1747.49 ms [2022-01-13 23:35:37 main:574] : INFO : Epoch 1895 | loss: 0.0312002 | val_loss: 0.0312125 | Time: 1706.23 ms [2022-01-13 23:35:39 main:574] : INFO : Epoch 1896 | loss: 0.0312047 | val_loss: 0.0312099 | Time: 1970.54 ms [2022-01-13 23:35:41 main:574] : INFO : Epoch 1897 | loss: 0.0312067 | val_loss: 0.0312074 | Time: 1930.33 ms [2022-01-13 23:35:43 main:574] : INFO : Epoch 1898 | loss: 0.0312024 | val_loss: 0.0312084 | Time: 1739.97 ms [2022-01-13 23:35:44 main:574] : INFO : Epoch 1899 | loss: 0.0311993 | val_loss: 0.0312053 | Time: 1754.04 ms [2022-01-13 23:35:46 main:574] : INFO : Epoch 1900 | loss: 0.0311999 | val_loss: 0.0312087 | Time: 1962.39 ms [2022-01-13 23:35:48 main:574] : INFO : Epoch 1901 | loss: 0.0312007 | val_loss: 0.0312079 | Time: 1866.12 ms [2022-01-13 23:35:50 main:574] : INFO : Epoch 1902 | loss: 0.0312022 | val_loss: 0.0312061 | Time: 1724.76 ms [2022-01-13 23:35:52 main:574] : INFO : Epoch 1903 | loss: 0.0312044 | val_loss: 0.0312128 | Time: 1829.97 ms [2022-01-13 23:35:54 main:574] : INFO : Epoch 1904 | loss: 0.031202 | val_loss: 0.031205 | Time: 1978.11 ms [2022-01-13 23:35:56 main:574] : INFO : Epoch 1905 | loss: 0.0312008 | val_loss: 0.031206 | Time: 1820.32 ms [2022-01-13 23:35:57 main:574] : INFO : Epoch 1906 | loss: 0.0311987 | val_loss: 0.0312039 | Time: 1722.68 ms [2022-01-13 23:35:59 main:574] : INFO : Epoch 1907 | loss: 0.0311988 | val_loss: 0.0312099 | Time: 1874.8 ms [2022-01-13 23:36:01 main:574] : INFO : Epoch 1908 | loss: 0.0311956 | val_loss: 0.0312039 | Time: 1957.2 ms [2022-01-13 23:36:03 main:574] : INFO : Epoch 1909 | loss: 0.0311946 | val_loss: 0.0312054 | Time: 1759.62 ms [2022-01-13 23:36:05 main:574] : INFO : Epoch 1910 | loss: 0.0311973 | val_loss: 0.0312053 | Time: 1736.39 ms [2022-01-13 23:36:07 main:574] : INFO : Epoch 1911 | loss: 0.0311982 | val_loss: 0.031204 | Time: 1968.23 ms [2022-01-13 23:36:09 main:574] : INFO : Epoch 1912 | loss: 0.0311931 | val_loss: 0.0312058 | Time: 1937.82 ms [2022-01-13 23:36:10 main:574] : INFO : Epoch 1913 | loss: 0.0311938 | val_loss: 0.0312154 | Time: 1662.29 ms [2022-01-13 23:36:12 main:574] : INFO : Epoch 1914 | loss: 0.031193 | val_loss: 0.0312063 | Time: 1775.28 ms [2022-01-13 23:36:14 main:574] : INFO : Epoch 1915 | loss: 0.0311924 | val_loss: 0.0312029 | Time: 1989.76 ms [2022-01-13 23:36:16 main:574] : INFO : Epoch 1916 | loss: 0.031193 | val_loss: 0.0312099 | Time: 1887.46 ms [2022-01-13 23:36:18 main:574] : INFO : Epoch 1917 | loss: 0.0311957 | val_loss: 0.0312016 | Time: 1712.62 ms [2022-01-13 23:36:20 main:574] : INFO : Epoch 1918 | loss: 0.0311955 | val_loss: 0.0312043 | Time: 1823 ms [2022-01-13 23:36:22 main:574] : INFO : Epoch 1919 | loss: 0.0311921 | val_loss: 0.0312024 | Time: 1949.74 ms [2022-01-13 23:36:23 main:574] : INFO : Epoch 1920 | loss: 0.031191 | val_loss: 0.0312005 | Time: 1786.7 ms [2022-01-13 23:36:25 main:574] : INFO : Epoch 1921 | loss: 0.0311897 | val_loss: 0.0312015 | Time: 1687.53 ms [2022-01-13 23:36:27 main:574] : INFO : Epoch 1922 | loss: 0.0311917 | val_loss: 0.0312082 | Time: 1900.3 ms [2022-01-13 23:36:29 main:574] : INFO : Epoch 1923 | loss: 0.0311924 | val_loss: 0.0312198 | Time: 1956.68 ms [2022-01-13 23:36:31 main:574] : INFO : Epoch 1924 | loss: 0.031198 | val_loss: 0.0312198 | Time: 1694.27 ms [2022-01-13 23:36:32 main:574] : INFO : Epoch 1925 | loss: 0.0311992 | val_loss: 0.0312047 | Time: 1719.29 ms [2022-01-13 23:36:34 main:574] : INFO : Epoch 1926 | loss: 0.0311904 | val_loss: 0.0312015 | Time: 1982.1 ms [2022-01-13 23:36:36 main:574] : INFO : Epoch 1927 | loss: 0.0311897 | val_loss: 0.0312026 | Time: 1926.02 ms [2022-01-13 23:36:38 main:574] : INFO : Epoch 1928 | loss: 0.0311905 | val_loss: 0.0312004 | Time: 1701.64 ms [2022-01-13 23:36:40 main:574] : INFO : Epoch 1929 | loss: 0.0311918 | val_loss: 0.0312121 | Time: 1782.52 ms [2022-01-13 23:36:42 main:574] : INFO : Epoch 1930 | loss: 0.0311982 | val_loss: 0.0312047 | Time: 1957.18 ms [2022-01-13 23:36:44 main:574] : INFO : Epoch 1931 | loss: 0.0311934 | val_loss: 0.0312004 | Time: 1844.25 ms [2022-01-13 23:36:45 main:574] : INFO : Epoch 1932 | loss: 0.0311875 | val_loss: 0.0311996 | Time: 1710.77 ms [2022-01-13 23:36:47 main:574] : INFO : Epoch 1933 | loss: 0.0311866 | val_loss: 0.0311987 | Time: 1873.19 ms [2022-01-13 23:36:49 main:574] : INFO : Epoch 1934 | loss: 0.0311897 | val_loss: 0.0311984 | Time: 1972.59 ms [2022-01-13 23:36:51 main:574] : INFO : Epoch 1935 | loss: 0.0311881 | val_loss: 0.0311999 | Time: 1778.43 ms [2022-01-13 23:36:53 main:574] : INFO : Epoch 1936 | loss: 0.0311877 | val_loss: 0.0312032 | Time: 1697.52 ms [2022-01-13 23:36:55 main:574] : INFO : Epoch 1937 | loss: 0.0311884 | val_loss: 0.0311981 | Time: 1908.96 ms [2022-01-13 23:36:57 main:574] : INFO : Epoch 1938 | loss: 0.0311867 | val_loss: 0.0311981 | Time: 1940.58 ms [2022-01-13 23:36:58 main:574] : INFO : Epoch 1939 | loss: 0.0311873 | val_loss: 0.0312023 | Time: 1734.67 ms [2022-01-13 23:37:00 main:574] : INFO : Epoch 1940 | loss: 0.0311899 | val_loss: 0.0312102 | Time: 1746.84 ms [2022-01-13 23:37:02 main:574] : INFO : Epoch 1941 | loss: 0.0311894 | val_loss: 0.0311969 | Time: 1944 ms [2022-01-13 23:37:04 main:574] : INFO : Epoch 1942 | loss: 0.0311853 | val_loss: 0.0312002 | Time: 1872.82 ms [2022-01-13 23:37:06 main:574] : INFO : Epoch 1943 | loss: 0.0311852 | val_loss: 0.0311967 | Time: 1681.12 ms [2022-01-13 23:37:07 main:574] : INFO : Epoch 1944 | loss: 0.0311895 | val_loss: 0.0311985 | Time: 1797.19 ms [2022-01-13 23:37:09 main:574] : INFO : Epoch 1945 | loss: 0.0311871 | val_loss: 0.031201 | Time: 1954.48 ms [2022-01-13 23:37:11 main:574] : INFO : Epoch 1946 | loss: 0.0311867 | val_loss: 0.0311983 | Time: 1798.33 ms [2022-01-13 23:37:13 main:574] : INFO : Epoch 1947 | loss: 0.0311965 | val_loss: 0.0312055 | Time: 1707.65 ms [2022-01-13 23:37:15 main:574] : INFO : Epoch 1948 | loss: 0.0311888 | val_loss: 0.0311979 | Time: 1899.98 ms [2022-01-13 23:37:17 main:574] : INFO : Epoch 1949 | loss: 0.0311883 | val_loss: 0.0311964 | Time: 1951.93 ms [2022-01-13 23:37:18 main:574] : INFO : Epoch 1950 | loss: 0.0311867 | val_loss: 0.0312069 | Time: 1737.94 ms [2022-01-13 23:37:20 main:574] : INFO : Epoch 1951 | loss: 0.0311886 | val_loss: 0.0312048 | Time: 1711.04 ms [2022-01-13 23:37:22 main:574] : INFO : Epoch 1952 | loss: 0.0311899 | val_loss: 0.0312047 | Time: 1956.46 ms [2022-01-13 23:37:24 main:574] : INFO : Epoch 1953 | loss: 0.0311872 | val_loss: 0.031199 | Time: 1909.71 ms [2022-01-13 23:37:26 main:574] : INFO : Epoch 1954 | loss: 0.0311865 | val_loss: 0.0312009 | Time: 1733.8 ms [2022-01-13 23:37:28 main:574] : INFO : Epoch 1955 | loss: 0.0311842 | val_loss: 0.0312023 | Time: 1764.7 ms [2022-01-13 23:37:30 main:574] : INFO : Epoch 1956 | loss: 0.0311889 | val_loss: 0.0312056 | Time: 1967.97 ms [2022-01-13 23:37:31 main:574] : INFO : Epoch 1957 | loss: 0.0311848 | val_loss: 0.031208 | Time: 1907.15 ms [2022-01-13 23:37:33 main:574] : INFO : Epoch 1958 | loss: 0.031185 | val_loss: 0.0311988 | Time: 1714.47 ms [2022-01-13 23:37:35 main:574] : INFO : Epoch 1959 | loss: 0.0311862 | val_loss: 0.0312021 | Time: 1801.37 ms [2022-01-13 23:37:37 main:574] : INFO : Epoch 1960 | loss: 0.0311868 | val_loss: 0.0312066 | Time: 1951.96 ms [2022-01-13 23:37:39 main:574] : INFO : Epoch 1961 | loss: 0.0311855 | val_loss: 0.0311999 | Time: 1797.37 ms [2022-01-13 23:37:40 main:574] : INFO : Epoch 1962 | loss: 0.0311862 | val_loss: 0.0311977 | Time: 1649.03 ms [2022-01-13 23:37:42 main:574] : INFO : Epoch 1963 | loss: 0.0311825 | val_loss: 0.0312 | Time: 1906.99 ms [2022-01-13 23:37:44 main:574] : INFO : Epoch 1964 | loss: 0.0311825 | val_loss: 0.0311977 | Time: 1945.55 ms [2022-01-13 23:37:46 main:574] : INFO : Epoch 1965 | loss: 0.0311862 | val_loss: 0.0311968 | Time: 1706.52 ms [2022-01-13 23:37:48 main:574] : INFO : Epoch 1966 | loss: 0.0311855 | val_loss: 0.0312137 | Time: 1726.54 ms [2022-01-13 23:37:50 main:574] : INFO : Epoch 1967 | loss: 0.0311872 | val_loss: 0.0312045 | Time: 1953.87 ms [2022-01-13 23:37:52 main:574] : INFO : Epoch 1968 | loss: 0.0311877 | val_loss: 0.0311997 | Time: 1857.72 ms [2022-01-13 23:37:53 main:574] : INFO : Epoch 1969 | loss: 0.0311859 | val_loss: 0.0312115 | Time: 1720.87 ms [2022-01-13 23:37:55 main:574] : INFO : Epoch 1970 | loss: 0.031188 | val_loss: 0.0312 | Time: 1827.74 ms [2022-01-13 23:37:57 main:574] : INFO : Epoch 1971 | loss: 0.0311842 | val_loss: 0.0312056 | Time: 1923.44 ms [2022-01-13 23:37:59 main:574] : INFO : Epoch 1972 | loss: 0.0311849 | val_loss: 0.0312033 | Time: 1815.73 ms [2022-01-13 23:38:01 main:574] : INFO : Epoch 1973 | loss: 0.0311845 | val_loss: 0.0311997 | Time: 1703.25 ms [2022-01-13 23:38:02 main:574] : INFO : Epoch 1974 | loss: 0.0311886 | val_loss: 0.0311977 | Time: 1874.81 ms [2022-01-13 23:38:04 main:574] : INFO : Epoch 1975 | loss: 0.0311864 | val_loss: 0.0312057 | Time: 1955.18 ms [2022-01-13 23:38:06 main:574] : INFO : Epoch 1976 | loss: 0.0311822 | val_loss: 0.0311983 | Time: 1711.4 ms [2022-01-13 23:38:08 main:574] : INFO : Epoch 1977 | loss: 0.0311909 | val_loss: 0.0311985 | Time: 1717.68 ms [2022-01-13 23:38:10 main:574] : INFO : Epoch 1978 | loss: 0.0311882 | val_loss: 0.0311979 | Time: 1930.6 ms [2022-01-13 23:38:12 main:574] : INFO : Epoch 1979 | loss: 0.0311812 | val_loss: 0.0312009 | Time: 1878.28 ms [2022-01-13 23:38:13 main:574] : INFO : Epoch 1980 | loss: 0.0311851 | val_loss: 0.0311959 | Time: 1687.74 ms [2022-01-13 23:38:15 main:574] : INFO : Epoch 1981 | loss: 0.0311852 | val_loss: 0.0311938 | Time: 1803.52 ms [2022-01-13 23:38:17 main:574] : INFO : Epoch 1982 | loss: 0.0311857 | val_loss: 0.0311995 | Time: 1963.5 ms [2022-01-13 23:38:19 main:574] : INFO : Epoch 1983 | loss: 0.0311869 | val_loss: 0.0311978 | Time: 1808.74 ms [2022-01-13 23:38:21 main:574] : INFO : Epoch 1984 | loss: 0.0311885 | val_loss: 0.0312075 | Time: 1652.78 ms [2022-01-13 23:38:23 main:574] : INFO : Epoch 1985 | loss: 0.0311919 | val_loss: 0.0311969 | Time: 1881.15 ms [2022-01-13 23:38:24 main:574] : INFO : Epoch 1986 | loss: 0.0311851 | val_loss: 0.0311955 | Time: 1938.08 ms [2022-01-13 23:38:26 main:574] : INFO : Epoch 1987 | loss: 0.0311844 | val_loss: 0.0311965 | Time: 1695.54 ms [2022-01-13 23:38:28 main:574] : INFO : Epoch 1988 | loss: 0.0311912 | val_loss: 0.0311947 | Time: 1722.89 ms [2022-01-13 23:38:30 main:574] : INFO : Epoch 1989 | loss: 0.0311916 | val_loss: 0.0312023 | Time: 1940.45 ms [2022-01-13 23:38:32 main:574] : INFO : Epoch 1990 | loss: 0.0311865 | val_loss: 0.0311966 | Time: 1827.03 ms [2022-01-13 23:38:33 main:574] : INFO : Epoch 1991 | loss: 0.0311862 | val_loss: 0.0311937 | Time: 1658.12 ms [2022-01-13 23:38:35 main:574] : INFO : Epoch 1992 | loss: 0.0311823 | val_loss: 0.0311914 | Time: 1837.95 ms [2022-01-13 23:38:37 main:574] : INFO : Epoch 1993 | loss: 0.0311825 | val_loss: 0.0311913 | Time: 1954.95 ms [2022-01-13 23:38:39 main:574] : INFO : Epoch 1994 | loss: 0.0311832 | val_loss: 0.0311904 | Time: 1727.72 ms [2022-01-13 23:38:41 main:574] : INFO : Epoch 1995 | loss: 0.0311865 | val_loss: 0.0311955 | Time: 1699.96 ms [2022-01-13 23:38:43 main:574] : INFO : Epoch 1996 | loss: 0.0311891 | val_loss: 0.0311955 | Time: 1984.46 ms [2022-01-13 23:38:44 main:574] : INFO : Epoch 1997 | loss: 0.0311843 | val_loss: 0.0311989 | Time: 1895.47 ms [2022-01-13 23:38:46 main:574] : INFO : Epoch 1998 | loss: 0.0311812 | val_loss: 0.0311908 | Time: 1697.65 ms [2022-01-13 23:38:48 main:574] : INFO : Epoch 1999 | loss: 0.031181 | val_loss: 0.0311928 | Time: 1761.36 ms [2022-01-13 23:38:50 main:574] : INFO : Epoch 2000 | loss: 0.0311875 | val_loss: 0.031201 | Time: 1936.45 ms [2022-01-13 23:38:52 main:574] : INFO : Epoch 2001 | loss: 0.031194 | val_loss: 0.031198 | Time: 1814.59 ms [2022-01-13 23:38:53 main:574] : INFO : Epoch 2002 | loss: 0.0311851 | val_loss: 0.0311952 | Time: 1680.83 ms [2022-01-13 23:38:55 main:574] : INFO : Epoch 2003 | loss: 0.0311819 | val_loss: 0.0311916 | Time: 1852.77 ms [2022-01-13 23:38:57 main:574] : INFO : Epoch 2004 | loss: 0.0311802 | val_loss: 0.0311905 | Time: 1952.39 ms [2022-01-13 23:38:59 main:574] : INFO : Epoch 2005 | loss: 0.0311792 | val_loss: 0.0311908 | Time: 1662.04 ms [2022-01-13 23:39:01 main:574] : INFO : Epoch 2006 | loss: 0.0311782 | val_loss: 0.0311914 | Time: 1694.89 ms [2022-01-13 23:39:03 main:574] : INFO : Epoch 2007 | loss: 0.0311766 | val_loss: 0.0311911 | Time: 1945.44 ms [2022-01-13 23:39:04 main:574] : INFO : Epoch 2008 | loss: 0.0311797 | val_loss: 0.0312003 | Time: 1797.96 ms [2022-01-13 23:39:06 main:574] : INFO : Epoch 2009 | loss: 0.0311778 | val_loss: 0.0311927 | Time: 1666.99 ms [2022-01-13 23:39:08 main:574] : INFO : Epoch 2010 | loss: 0.0311852 | val_loss: 0.0311902 | Time: 1875.84 ms [2022-01-13 23:39:10 main:574] : INFO : Epoch 2011 | loss: 0.0311774 | val_loss: 0.0311893 | Time: 1940.63 ms [2022-01-13 23:39:12 main:574] : INFO : Epoch 2012 | loss: 0.031178 | val_loss: 0.0311902 | Time: 1709.45 ms [2022-01-13 23:39:13 main:574] : INFO : Epoch 2013 | loss: 0.0311776 | val_loss: 0.0311967 | Time: 1702.49 ms [2022-01-13 23:39:15 main:574] : INFO : Epoch 2014 | loss: 0.0311851 | val_loss: 0.0312004 | Time: 1922.8 ms [2022-01-13 23:39:17 main:574] : INFO : Epoch 2015 | loss: 0.0311791 | val_loss: 0.0311939 | Time: 1877.4 ms [2022-01-13 23:39:19 main:574] : INFO : Epoch 2016 | loss: 0.0311811 | val_loss: 0.0311986 | Time: 1667.08 ms [2022-01-13 23:39:21 main:574] : INFO : Epoch 2017 | loss: 0.0311868 | val_loss: 0.0311932 | Time: 1848.42 ms [2022-01-13 23:39:23 main:574] : INFO : Epoch 2018 | loss: 0.0311866 | val_loss: 0.0311949 | Time: 1952.28 ms [2022-01-13 23:39:24 main:574] : INFO : Epoch 2019 | loss: 0.0311777 | val_loss: 0.0311921 | Time: 1774.44 ms [2022-01-13 23:39:26 main:574] : INFO : Epoch 2020 | loss: 0.0311764 | val_loss: 0.0311987 | Time: 1669.97 ms [2022-01-13 23:39:28 main:574] : INFO : Epoch 2021 | loss: 0.0311794 | val_loss: 0.0311906 | Time: 1897.79 ms [2022-01-13 23:39:30 main:574] : INFO : Epoch 2022 | loss: 0.0311758 | val_loss: 0.0311898 | Time: 1930.1 ms [2022-01-13 23:39:32 main:574] : INFO : Epoch 2023 | loss: 0.0312231 | val_loss: 0.031267 | Time: 1698.3 ms [2022-01-13 23:39:33 main:574] : INFO : Epoch 2024 | loss: 0.0312401 | val_loss: 0.0312347 | Time: 1710.87 ms [2022-01-13 23:39:35 main:574] : INFO : Epoch 2025 | loss: 0.0312301 | val_loss: 0.0312342 | Time: 1940.31 ms [2022-01-13 23:39:37 main:574] : INFO : Epoch 2026 | loss: 0.0312245 | val_loss: 0.0312248 | Time: 1808.6 ms [2022-01-13 23:39:39 main:574] : INFO : Epoch 2027 | loss: 0.0312196 | val_loss: 0.0312219 | Time: 1705.79 ms [2022-01-13 23:39:41 main:574] : INFO : Epoch 2028 | loss: 0.0312187 | val_loss: 0.0312212 | Time: 1866.91 ms [2022-01-13 23:39:43 main:574] : INFO : Epoch 2029 | loss: 0.0312158 | val_loss: 0.0312195 | Time: 1961.47 ms [2022-01-13 23:39:44 main:574] : INFO : Epoch 2030 | loss: 0.0312152 | val_loss: 0.0312213 | Time: 1733.98 ms [2022-01-13 23:39:46 main:574] : INFO : Epoch 2031 | loss: 0.0312154 | val_loss: 0.031219 | Time: 1675.73 ms [2022-01-13 23:39:48 main:574] : INFO : Epoch 2032 | loss: 0.0312148 | val_loss: 0.0312175 | Time: 1914.68 ms [2022-01-13 23:39:50 main:574] : INFO : Epoch 2033 | loss: 0.0312131 | val_loss: 0.0312165 | Time: 1880.09 ms [2022-01-13 23:39:51 main:574] : INFO : Epoch 2034 | loss: 0.0312139 | val_loss: 0.0312167 | Time: 1690.11 ms [2022-01-13 23:39:53 main:574] : INFO : Epoch 2035 | loss: 0.0312116 | val_loss: 0.0312155 | Time: 1821.11 ms [2022-01-13 23:39:55 main:574] : INFO : Epoch 2036 | loss: 0.031213 | val_loss: 0.0312145 | Time: 1944.48 ms [2022-01-13 23:39:57 main:574] : INFO : Epoch 2037 | loss: 0.0312114 | val_loss: 0.0312141 | Time: 1802.4 ms [2022-01-13 23:39:59 main:574] : INFO : Epoch 2038 | loss: 0.0312101 | val_loss: 0.0312127 | Time: 1683.18 ms [2022-01-13 23:40:01 main:574] : INFO : Epoch 2039 | loss: 0.0312096 | val_loss: 0.0312203 | Time: 1895.01 ms [2022-01-13 23:40:03 main:574] : INFO : Epoch 2040 | loss: 0.0312113 | val_loss: 0.0312259 | Time: 1948.97 ms [2022-01-13 23:40:04 main:574] : INFO : Epoch 2041 | loss: 0.0312179 | val_loss: 0.0312173 | Time: 1680.69 ms [2022-01-13 23:40:06 main:574] : INFO : Epoch 2042 | loss: 0.0312209 | val_loss: 0.0312246 | Time: 1713.6 ms [2022-01-13 23:40:08 main:574] : INFO : Epoch 2043 | loss: 0.0312199 | val_loss: 0.0312209 | Time: 1956.92 ms [2022-01-13 23:40:10 main:574] : INFO : Epoch 2044 | loss: 0.0312162 | val_loss: 0.0312189 | Time: 1852.75 ms [2022-01-13 23:40:12 main:574] : INFO : Epoch 2045 | loss: 0.0312123 | val_loss: 0.0312139 | Time: 1703.16 ms [2022-01-13 23:40:13 main:574] : INFO : Epoch 2046 | loss: 0.0312116 | val_loss: 0.0312152 | Time: 1814.31 ms [2022-01-13 23:40:15 main:574] : INFO : Epoch 2047 | loss: 0.0312105 | val_loss: 0.0312139 | Time: 1945.6 ms [2022-01-13 23:40:17 main:574] : INFO : Epoch 2048 | loss: 0.0312111 | val_loss: 0.0312126 | Time: 1741.63 ms [2022-01-13 23:40:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312126 [2022-01-13 23:40:17 main:603] : INFO : Saving end state to config to file [2022-01-13 23:40:17 main:608] : INFO : Success, exiting.. 23:40:17 (1844): 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)