Task 8423614
| Name | ParityModified-1634618001-3332-2_0 |
| Workunit | 5930682 |
| Created | 26 Oct 2021, 12:19:20 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 1 Nov 2021, 23:47:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 4 min 43 sec |
| CPU time | 1 hours 4 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> [2021-11-01 19:31:11 main:581] : INFO : Epoch 1538 | loss: 0.0312405 | val_loss: 0.0312392 | Time: 1957.54 ms [2021-11-01 19:31:13 main:581] : INFO : Epoch 1539 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 1946.29 ms [2021-11-01 19:31:15 main:581] : INFO : Epoch 1540 | loss: 0.0312397 | val_loss: 0.0312367 | Time: 1939.94 ms [2021-11-01 19:31:17 main:581] : INFO : Epoch 1541 | loss: 0.0312399 | val_loss: 0.0312365 | Time: 1940.26 ms [2021-11-01 19:31:19 main:581] : INFO : Epoch 1542 | loss: 0.0312343 | val_loss: 0.0312369 | Time: 1933.91 ms [2021-11-01 19:31:21 main:581] : INFO : Epoch 1543 | loss: 0.0312369 | val_loss: 0.0312377 | Time: 1940.87 ms [2021-11-01 19:31:23 main:581] : INFO : Epoch 1544 | loss: 0.0312366 | val_loss: 0.0312318 | Time: 1935.9 ms [2021-11-01 19:31:24 main:581] : INFO : Epoch 1545 | loss: 0.031232 | val_loss: 0.0312374 | Time: 1906.75 ms [2021-11-01 19:31:26 main:581] : INFO : Epoch 1546 | loss: 0.0312315 | val_loss: 0.0312355 | Time: 1859.92 ms [2021-11-01 19:31:28 main:581] : INFO : Epoch 1547 | loss: 0.0312358 | val_loss: 0.0312395 | Time: 1857.69 ms [2021-11-01 19:31:30 main:581] : INFO : Epoch 1548 | loss: 0.031234 | val_loss: 0.0312331 | Time: 1859.88 ms [2021-11-01 19:31:32 main:581] : INFO : Epoch 1549 | loss: 0.031234 | val_loss: 0.0312331 | Time: 1853.12 ms [2021-11-01 19:31:34 main:581] : INFO : Epoch 1550 | loss: 0.0312294 | val_loss: 0.0312311 | Time: 1857.25 ms [2021-11-01 19:31:36 main:581] : INFO : Epoch 1551 | loss: 0.0312274 | val_loss: 0.0312277 | Time: 1884.47 ms [2021-11-01 19:31:38 main:581] : INFO : Epoch 1552 | loss: 0.0312272 | val_loss: 0.0312276 | Time: 1946.4 ms [2021-11-01 19:31:39 main:581] : INFO : Epoch 1553 | loss: 0.031229 | val_loss: 0.0312344 | Time: 1872.47 ms [2021-11-01 19:31:41 main:581] : INFO : Epoch 1554 | loss: 0.0312312 | val_loss: 0.0312292 | Time: 1850.12 ms [2021-11-01 19:31:43 main:581] : INFO : Epoch 1555 | loss: 0.0312305 | val_loss: 0.0312401 | Time: 1857.94 ms [2021-11-01 19:31:45 main:581] : INFO : Epoch 1556 | loss: 0.0312306 | val_loss: 0.0312274 | Time: 1849.76 ms [2021-11-01 19:31:47 main:581] : INFO : Epoch 1557 | loss: 0.0312283 | val_loss: 0.0312263 | Time: 1844.08 ms [2021-11-01 19:31:49 main:581] : INFO : Epoch 1558 | loss: 0.031226 | val_loss: 0.0312338 | Time: 1852.77 ms [2021-11-01 19:31:51 main:581] : INFO : Epoch 1559 | loss: 0.0312256 | val_loss: 0.0312237 | Time: 1848.55 ms [2021-11-01 19:31:52 main:581] : INFO : Epoch 1560 | loss: 0.0312251 | val_loss: 0.0312259 | Time: 1856.49 ms [2021-11-01 19:31:54 main:581] : INFO : Epoch 1561 | loss: 0.0312255 | val_loss: 0.0312245 | Time: 1872.17 ms [2021-11-01 19:31:56 main:581] : INFO : Epoch 1562 | loss: 0.0312236 | val_loss: 0.031224 | Time: 1949.74 ms [2021-11-01 19:31:58 main:581] : INFO : Epoch 1563 | loss: 0.0312242 | val_loss: 0.0312298 | Time: 1935.09 ms [2021-11-01 19:32:00 main:581] : INFO : Epoch 1564 | loss: 0.0312284 | val_loss: 0.0312391 | Time: 1947.72 ms [2021-11-01 19:32:02 main:581] : INFO : Epoch 1565 | loss: 0.0312286 | val_loss: 0.0312355 | Time: 1901.79 ms [2021-11-01 19:32:04 main:581] : INFO : Epoch 1566 | loss: 0.0312261 | val_loss: 0.0312237 | Time: 1886.7 ms [2021-11-01 19:32:06 main:581] : INFO : Epoch 1567 | loss: 0.0312236 | val_loss: 0.0312224 | Time: 1908.68 ms [2021-11-01 19:32:08 main:581] : INFO : Epoch 1568 | loss: 0.0312236 | val_loss: 0.031224 | Time: 1945.22 ms [2021-11-01 19:32:10 main:581] : INFO : Epoch 1569 | loss: 0.0312239 | val_loss: 0.0312253 | Time: 1941.95 ms [2021-11-01 19:32:12 main:581] : INFO : Epoch 1570 | loss: 0.0312288 | val_loss: 0.0312317 | Time: 1940.76 ms [2021-11-01 19:32:14 main:581] : INFO : Epoch 1571 | loss: 0.0312235 | val_loss: 0.0312223 | Time: 1956.35 ms [2021-11-01 19:32:16 main:581] : INFO : Epoch 1572 | loss: 0.0312219 | val_loss: 0.0312205 | Time: 1936.41 ms [2021-11-01 19:32:17 main:581] : INFO : Epoch 1573 | loss: 0.0312209 | val_loss: 0.0312217 | Time: 1938.47 ms [2021-11-01 19:32:19 main:581] : INFO : Epoch 1574 | loss: 0.0312274 | val_loss: 0.0312287 | Time: 1943.78 ms [2021-11-01 19:32:21 main:581] : INFO : Epoch 1575 | loss: 0.0312278 | val_loss: 0.0312235 | Time: 1944.83 ms [2021-11-01 19:32:23 main:581] : INFO : Epoch 1576 | loss: 0.0312209 | val_loss: 0.0312197 | Time: 1945.38 ms [2021-11-01 19:32:25 main:581] : INFO : Epoch 1577 | loss: 0.0312205 | val_loss: 0.0312189 | Time: 1939.81 ms [2021-11-01 19:32:27 main:581] : INFO : Epoch 1578 | loss: 0.0312194 | val_loss: 0.0312187 | Time: 1881.35 ms [2021-11-01 19:32:29 main:581] : INFO : Epoch 1579 | loss: 0.031218 | val_loss: 0.0312183 | Time: 1876.17 ms [2021-11-01 19:32:31 main:581] : INFO : Epoch 1580 | loss: 0.0312182 | val_loss: 0.031218 | Time: 1863.03 ms [2021-11-01 19:32:33 main:581] : INFO : Epoch 1581 | loss: 0.0312174 | val_loss: 0.0312153 | Time: 1857.56 ms [2021-11-01 19:32:35 main:581] : INFO : Epoch 1582 | loss: 0.0312144 | val_loss: 0.0312137 | Time: 1858.87 ms [2021-11-01 19:32:36 main:581] : INFO : Epoch 1583 | loss: 0.0312165 | val_loss: 0.0312233 | Time: 1862.55 ms [2021-11-01 19:32:38 main:581] : INFO : Epoch 1584 | loss: 0.0312161 | val_loss: 0.0312163 | Time: 1915 ms [2021-11-01 19:32:40 main:581] : INFO : Epoch 1585 | loss: 0.0312214 | val_loss: 0.0312196 | Time: 1945.98 ms [2021-11-01 19:32:42 main:581] : INFO : Epoch 1586 | loss: 0.0312164 | val_loss: 0.0312176 | Time: 1946.11 ms [2021-11-01 19:32:44 main:581] : INFO : Epoch 1587 | loss: 0.0312135 | val_loss: 0.0312139 | Time: 1950.34 ms [2021-11-01 19:32:46 main:581] : INFO : Epoch 1588 | loss: 0.0312143 | val_loss: 0.0312239 | Time: 1962.38 ms [2021-11-01 19:32:48 main:581] : INFO : Epoch 1589 | loss: 0.0312147 | val_loss: 0.0312171 | Time: 1946.84 ms [2021-11-01 19:32:50 main:581] : INFO : Epoch 1590 | loss: 0.0312142 | val_loss: 0.0312167 | Time: 1931.89 ms [2021-11-01 19:32:52 main:581] : INFO : Epoch 1591 | loss: 0.0312126 | val_loss: 0.0312127 | Time: 1927.54 ms [2021-11-01 19:32:54 main:581] : INFO : Epoch 1592 | loss: 0.0312124 | val_loss: 0.0312205 | Time: 1927.18 ms [2021-11-01 19:32:56 main:581] : INFO : Epoch 1593 | loss: 0.0312165 | val_loss: 0.0312141 | Time: 1902.25 ms [2021-11-01 19:32:58 main:581] : INFO : Epoch 1594 | loss: 0.0312129 | val_loss: 0.0312124 | Time: 1851.06 ms [2021-11-01 19:33:00 main:581] : INFO : Epoch 1595 | loss: 0.0312116 | val_loss: 0.0312116 | Time: 1880.14 ms [2021-11-01 19:33:01 main:581] : INFO : Epoch 1596 | loss: 0.0312113 | val_loss: 0.0312208 | Time: 1855.31 ms [2021-11-01 19:33:03 main:581] : INFO : Epoch 1597 | loss: 0.0312119 | val_loss: 0.0312112 | Time: 1855.66 ms [2021-11-01 19:33:05 main:581] : INFO : Epoch 1598 | loss: 0.0312111 | val_loss: 0.0312117 | Time: 1931.42 ms [2021-11-01 19:33:07 main:581] : INFO : Epoch 1599 | loss: 0.0312125 | val_loss: 0.0312117 | Time: 1942.5 ms [2021-11-01 19:33:09 main:581] : INFO : Epoch 1600 | loss: 0.0312123 | val_loss: 0.0312119 | Time: 1932.56 ms [2021-11-01 19:33:11 main:581] : INFO : Epoch 1601 | loss: 0.0312092 | val_loss: 0.031211 | Time: 1865.38 ms [2021-11-01 19:33:13 main:581] : INFO : Epoch 1602 | loss: 0.0312101 | val_loss: 0.0312137 | Time: 1850.48 ms [2021-11-01 19:33:15 main:581] : INFO : Epoch 1603 | loss: 0.0312123 | val_loss: 0.0312101 | Time: 1888.37 ms [2021-11-01 19:33:17 main:581] : INFO : Epoch 1604 | loss: 0.0312118 | val_loss: 0.0312111 | Time: 1855.44 ms [2021-11-01 19:33:18 main:581] : INFO : Epoch 1605 | loss: 0.0312085 | val_loss: 0.0312089 | Time: 1848.8 ms [2021-11-01 19:33:20 main:581] : INFO : Epoch 1606 | loss: 0.0312088 | val_loss: 0.031212 | Time: 1850.83 ms [2021-11-01 19:33:22 main:581] : INFO : Epoch 1607 | loss: 0.0312081 | val_loss: 0.0312088 | Time: 1852.22 ms [2021-11-01 19:33:24 main:581] : INFO : Epoch 1608 | loss: 0.0312083 | val_loss: 0.0312117 | Time: 1854.93 ms [2021-11-01 19:33:26 main:581] : INFO : Epoch 1609 | loss: 0.0312124 | val_loss: 0.0312101 | Time: 1851.19 ms [2021-11-01 19:33:28 main:581] : INFO : Epoch 1610 | loss: 0.031209 | val_loss: 0.0312119 | Time: 1852.9 ms [2021-11-01 19:33:30 main:581] : INFO : Epoch 1611 | loss: 0.0312075 | val_loss: 0.0312126 | Time: 1855.29 ms [2021-11-01 19:33:31 main:581] : INFO : Epoch 1612 | loss: 0.0312099 | val_loss: 0.0312135 | Time: 1854.71 ms [2021-11-01 19:33:33 main:581] : INFO : Epoch 1613 | loss: 0.0312139 | val_loss: 0.0312194 | Time: 1857.15 ms [2021-11-01 19:33:35 main:581] : INFO : Epoch 1614 | loss: 0.0312118 | val_loss: 0.0312131 | Time: 1907.56 ms [2021-11-01 19:33:37 main:581] : INFO : Epoch 1615 | loss: 0.0312108 | val_loss: 0.0312141 | Time: 1926.63 ms [2021-11-01 19:33:39 main:581] : INFO : Epoch 1616 | loss: 0.0312071 | val_loss: 0.0312085 | Time: 1941.09 ms [2021-11-01 19:33:41 main:581] : INFO : Epoch 1617 | loss: 0.0312066 | val_loss: 0.031214 | Time: 1943.91 ms [2021-11-01 19:33:43 main:581] : INFO : Epoch 1618 | loss: 0.0312106 | val_loss: 0.031208 | Time: 1931.72 ms [2021-11-01 19:33:45 main:581] : INFO : Epoch 1619 | loss: 0.0312057 | val_loss: 0.0312073 | Time: 1860.52 ms [2021-11-01 19:33:47 main:581] : INFO : Epoch 1620 | loss: 0.0312061 | val_loss: 0.0312087 | Time: 1855.17 ms [2021-11-01 19:33:48 main:581] : INFO : Epoch 1621 | loss: 0.0312052 | val_loss: 0.0312082 | Time: 1853.86 ms [2021-11-01 19:33:50 main:581] : INFO : Epoch 1622 | loss: 0.0312062 | val_loss: 0.0312087 | Time: 1856.86 ms [2021-11-01 19:33:52 main:581] : INFO : Epoch 1623 | loss: 0.03121 | val_loss: 0.0312093 | Time: 1903.93 ms [2021-11-01 19:33:54 main:581] : INFO : Epoch 1624 | loss: 0.0312065 | val_loss: 0.0312082 | Time: 1853.78 ms [2021-11-01 19:33:56 main:581] : INFO : Epoch 1625 | loss: 0.0312058 | val_loss: 0.0312096 | Time: 1857.91 ms [2021-11-01 19:33:58 main:581] : INFO : Epoch 1626 | loss: 0.0312055 | val_loss: 0.0312084 | Time: 1851.48 ms [2021-11-01 19:34:00 main:581] : INFO : Epoch 1627 | loss: 0.0312056 | val_loss: 0.0312092 | Time: 1851.01 ms [2021-11-01 19:34:01 main:581] : INFO : Epoch 1628 | loss: 0.0312058 | val_loss: 0.0312075 | Time: 1848.03 ms [2021-11-01 19:34:03 main:581] : INFO : Epoch 1629 | loss: 0.0312058 | val_loss: 0.0312117 | Time: 1900.59 ms [2021-11-01 19:34:05 main:581] : INFO : Epoch 1630 | loss: 0.0312049 | val_loss: 0.0312077 | Time: 1869.69 ms [2021-11-01 19:34:07 main:581] : INFO : Epoch 1631 | loss: 0.0312074 | val_loss: 0.0312143 | Time: 1869.85 ms [2021-11-01 19:34:09 main:581] : INFO : Epoch 1632 | loss: 0.0312048 | val_loss: 0.0312078 | Time: 1884.09 ms [2021-11-01 19:34:11 main:581] : INFO : Epoch 1633 | loss: 0.0312048 | val_loss: 0.031217 | Time: 1938.32 ms [2021-11-01 19:34:13 main:581] : INFO : Epoch 1634 | loss: 0.0312099 | val_loss: 0.0312177 | Time: 1952.34 ms [2021-11-01 19:34:15 main:581] : INFO : Epoch 1635 | loss: 0.031208 | val_loss: 0.031209 | Time: 1909.7 ms [2021-11-01 19:34:17 main:581] : INFO : Epoch 1636 | loss: 0.031205 | val_loss: 0.0312165 | Time: 1853.81 ms [2021-11-01 19:34:18 main:581] : INFO : Epoch 1637 | loss: 0.0312065 | val_loss: 0.0312097 | Time: 1853.35 ms [2021-11-01 19:34:20 main:581] : INFO : Epoch 1638 | loss: 0.031205 | val_loss: 0.0312076 | Time: 1853.92 ms [2021-11-01 19:34:22 main:581] : INFO : Epoch 1639 | loss: 0.0312035 | val_loss: 0.031208 | Time: 1852.61 ms [2021-11-01 19:34:24 main:581] : INFO : Epoch 1640 | loss: 0.0312041 | val_loss: 0.0312095 | Time: 1903.58 ms [2021-11-01 19:34:26 main:581] : INFO : Epoch 1641 | loss: 0.0312048 | val_loss: 0.0312118 | Time: 1855.64 ms [2021-11-01 19:34:28 main:581] : INFO : Epoch 1642 | loss: 0.0312033 | val_loss: 0.0312077 | Time: 1854.07 ms [2021-11-01 19:34:30 main:581] : INFO : Epoch 1643 | loss: 0.0312036 | val_loss: 0.0312104 | Time: 1853.33 ms [2021-11-01 19:34:32 main:581] : INFO : Epoch 1644 | loss: 0.0312058 | val_loss: 0.031207 | Time: 1874.73 ms [2021-11-01 19:34:33 main:581] : INFO : Epoch 1645 | loss: 0.0312031 | val_loss: 0.0312082 | Time: 1852.35 ms [2021-11-01 19:34:35 main:581] : INFO : Epoch 1646 | loss: 0.031203 | val_loss: 0.0312066 | Time: 1850.7 ms [2021-11-01 19:34:37 main:581] : INFO : Epoch 1647 | loss: 0.0312027 | val_loss: 0.0312058 | Time: 1849.43 ms [2021-11-01 19:34:39 main:581] : INFO : Epoch 1648 | loss: 0.0312042 | val_loss: 0.0312114 | Time: 1915.63 ms [2021-11-01 19:34:41 main:581] : INFO : Epoch 1649 | loss: 0.0312047 | val_loss: 0.0312103 | Time: 1941.59 ms [2021-11-01 19:34:43 main:581] : INFO : Epoch 1650 | loss: 0.0312053 | val_loss: 0.0312064 | Time: 1869.4 ms [2021-11-01 19:34:45 main:581] : INFO : Epoch 1651 | loss: 0.0312041 | val_loss: 0.0312064 | Time: 1866.96 ms [2021-11-01 19:34:47 main:581] : INFO : Epoch 1652 | loss: 0.0312031 | val_loss: 0.0312083 | Time: 1931.73 ms [2021-11-01 19:34:49 main:581] : INFO : Epoch 1653 | loss: 0.0312035 | val_loss: 0.031209 | Time: 1931.21 ms [2021-11-01 19:34:50 main:581] : INFO : Epoch 1654 | loss: 0.0312053 | val_loss: 0.0312056 | Time: 1925.85 ms [2021-11-01 19:34:52 main:581] : INFO : Epoch 1655 | loss: 0.0312026 | val_loss: 0.0312073 | Time: 1848.75 ms [2021-11-01 19:34:54 main:581] : INFO : Epoch 1656 | loss: 0.0312027 | val_loss: 0.0312061 | Time: 1852.07 ms [2021-11-01 19:34:56 main:581] : INFO : Epoch 1657 | loss: 0.0312026 | val_loss: 0.0312125 | Time: 1896.21 ms [2021-11-01 19:34:58 main:581] : INFO : Epoch 1658 | loss: 0.0312065 | val_loss: 0.0312071 | Time: 1864.45 ms [2021-11-01 19:35:00 main:581] : INFO : Epoch 1659 | loss: 0.0312036 | val_loss: 0.0312077 | Time: 1865.45 ms [2021-11-01 19:35:02 main:581] : INFO : Epoch 1660 | loss: 0.0312032 | val_loss: 0.0312066 | Time: 1757.05 ms [2021-11-01 19:35:03 main:581] : INFO : Epoch 1661 | loss: 0.0312048 | val_loss: 0.0312069 | Time: 1887.72 ms [2021-11-01 19:35:05 main:581] : INFO : Epoch 1662 | loss: 0.0312022 | val_loss: 0.0312074 | Time: 1869.17 ms [2021-11-01 19:35:07 main:581] : INFO : Epoch 1663 | loss: 0.0312018 | val_loss: 0.0312046 | Time: 1854.83 ms [2021-11-01 19:35:09 main:581] : INFO : Epoch 1664 | loss: 0.0312035 | val_loss: 0.0312063 | Time: 1884.58 ms [2021-11-01 19:35:11 main:581] : INFO : Epoch 1665 | loss: 0.0312035 | val_loss: 0.0312089 | Time: 1876.07 ms [2021-11-01 19:35:13 main:581] : INFO : Epoch 1666 | loss: 0.031202 | val_loss: 0.0312065 | Time: 1854.63 ms [2021-11-01 19:35:15 main:581] : INFO : Epoch 1667 | loss: 0.0312035 | val_loss: 0.0312056 | Time: 1884.91 ms [2021-11-01 19:35:17 main:581] : INFO : Epoch 1668 | loss: 0.0312016 | val_loss: 0.0312026 | Time: 1921.65 ms [2021-11-01 19:35:19 main:581] : INFO : Epoch 1669 | loss: 0.0312003 | val_loss: 0.0312036 | Time: 1919.48 ms [2021-11-01 19:35:20 main:581] : INFO : Epoch 1670 | loss: 0.0312008 | val_loss: 0.0312036 | Time: 1853.43 ms [2021-11-01 19:35:22 main:581] : INFO : Epoch 1671 | loss: 0.0312024 | val_loss: 0.031211 | Time: 1856.66 ms [2021-11-01 19:35:24 main:581] : INFO : Epoch 1672 | loss: 0.0312031 | val_loss: 0.031209 | Time: 1942.19 ms [2021-11-01 19:35:26 main:581] : INFO : Epoch 1673 | loss: 0.0312011 | val_loss: 0.031206 | Time: 1881.11 ms [2021-11-01 19:35:28 main:581] : INFO : Epoch 1674 | loss: 0.0311998 | val_loss: 0.0312049 | Time: 1888.13 ms [2021-11-01 19:35:30 main:581] : INFO : Epoch 1675 | loss: 0.0312003 | val_loss: 0.0312043 | Time: 1954.12 ms [2021-11-01 19:35:32 main:581] : INFO : Epoch 1676 | loss: 0.0311999 | val_loss: 0.0312054 | Time: 1875.64 ms [2021-11-01 19:35:34 main:581] : INFO : Epoch 1677 | loss: 0.0312003 | val_loss: 0.0312049 | Time: 1854.46 ms [2021-11-01 19:35:35 main:581] : INFO : Epoch 1678 | loss: 0.031202 | val_loss: 0.0312059 | Time: 1852.44 ms [2021-11-01 19:35:37 main:581] : INFO : Epoch 1679 | loss: 0.0312001 | val_loss: 0.0312052 | Time: 1856.87 ms [2021-11-01 19:35:39 main:581] : INFO : Epoch 1680 | loss: 0.0312033 | val_loss: 0.0312067 | Time: 1854.92 ms [2021-11-01 19:35:41 main:581] : INFO : Epoch 1681 | loss: 0.0312012 | val_loss: 0.0312042 | Time: 1931.19 ms [2021-11-01 19:35:43 main:581] : INFO : Epoch 1682 | loss: 0.0312 | val_loss: 0.0312046 | Time: 1917.13 ms [2021-11-01 19:35:45 main:581] : INFO : Epoch 1683 | loss: 0.0312007 | val_loss: 0.0312064 | Time: 1847.07 ms [2021-11-01 19:35:47 main:581] : INFO : Epoch 1684 | loss: 0.0312015 | val_loss: 0.0312034 | Time: 1844.83 ms [2021-11-01 19:35:49 main:581] : INFO : Epoch 1685 | loss: 0.0312008 | val_loss: 0.0312055 | Time: 1846.49 ms [2021-11-01 19:35:50 main:581] : INFO : Epoch 1686 | loss: 0.0312015 | val_loss: 0.0312093 | Time: 1850.14 ms [2021-11-01 19:35:52 main:581] : INFO : Epoch 1687 | loss: 0.0312057 | val_loss: 0.0312136 | Time: 1866.34 ms [2021-11-01 19:35:54 main:581] : INFO : Epoch 1688 | loss: 0.0312032 | val_loss: 0.0312074 | Time: 1855.23 ms [2021-11-01 19:35:56 main:581] : INFO : Epoch 1689 | loss: 0.0311997 | val_loss: 0.0312035 | Time: 1856.37 ms [2021-11-01 19:35:58 main:581] : INFO : Epoch 1690 | loss: 0.0311987 | val_loss: 0.0312049 | Time: 1909.28 ms [2021-11-01 19:36:00 main:581] : INFO : Epoch 1691 | loss: 0.0312001 | val_loss: 0.0312032 | Time: 1947.5 ms [2021-11-01 19:36:02 main:581] : INFO : Epoch 1692 | loss: 0.0312009 | val_loss: 0.0312074 | Time: 1896.89 ms [2021-11-01 19:36:04 main:581] : INFO : Epoch 1693 | loss: 0.031203 | val_loss: 0.0312087 | Time: 1854.23 ms [2021-11-01 19:36:05 main:581] : INFO : Epoch 1694 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 1854 ms [2021-11-01 19:36:07 main:581] : INFO : Epoch 1695 | loss: 0.0311999 | val_loss: 0.0312024 | Time: 1854.61 ms [2021-11-01 19:36:09 main:581] : INFO : Epoch 1696 | loss: 0.0312025 | val_loss: 0.031207 | Time: 1851.82 ms [2021-11-01 19:36:11 main:581] : INFO : Epoch 1697 | loss: 0.0312021 | val_loss: 0.0312064 | Time: 1919.22 ms [2021-11-01 19:36:13 main:581] : INFO : Epoch 1698 | loss: 0.0312028 | val_loss: 0.0312095 | Time: 1938.61 ms [2021-11-01 19:36:15 main:581] : INFO : Epoch 1699 | loss: 0.0312013 | val_loss: 0.0312032 | Time: 1852.4 ms [2021-11-01 19:36:17 main:581] : INFO : Epoch 1700 | loss: 0.0312 | val_loss: 0.0312059 | Time: 1892.63 ms [2021-11-01 19:36:19 main:581] : INFO : Epoch 1701 | loss: 0.0311993 | val_loss: 0.0312039 | Time: 1933.99 ms [2021-11-01 19:36:21 main:581] : INFO : Epoch 1702 | loss: 0.0311982 | val_loss: 0.0312032 | Time: 1937.57 ms [2021-11-01 19:36:23 main:581] : INFO : Epoch 1703 | loss: 0.0311993 | val_loss: 0.031204 | Time: 1901.17 ms [2021-11-01 19:36:24 main:581] : INFO : Epoch 1704 | loss: 0.0311994 | val_loss: 0.0312053 | Time: 1851.19 ms [2021-11-01 19:36:26 main:581] : INFO : Epoch 1705 | loss: 0.0312012 | val_loss: 0.0312035 | Time: 1846.96 ms [2021-11-01 19:36:28 main:581] : INFO : Epoch 1706 | loss: 0.031203 | val_loss: 0.031209 | Time: 1925.77 ms [2021-11-01 19:36:30 main:581] : INFO : Epoch 1707 | loss: 0.0312017 | val_loss: 0.0312032 | Time: 1883.62 ms [2021-11-01 19:36:32 main:581] : INFO : Epoch 1708 | loss: 0.0311978 | val_loss: 0.0312033 | Time: 1855.79 ms [2021-11-01 19:36:34 main:581] : INFO : Epoch 1709 | loss: 0.0311979 | val_loss: 0.0312043 | Time: 1854.25 ms [2021-11-01 19:36:36 main:581] : INFO : Epoch 1710 | loss: 0.0311984 | val_loss: 0.031205 | Time: 1873.81 ms [2021-11-01 19:36:38 main:581] : INFO : Epoch 1711 | loss: 0.0311996 | val_loss: 0.0312091 | Time: 1859.66 ms [2021-11-01 19:36:39 main:581] : INFO : Epoch 1712 | loss: 0.0312009 | val_loss: 0.0312035 | Time: 1857.13 ms [2021-11-01 19:36:41 main:581] : INFO : Epoch 1713 | loss: 0.031198 | val_loss: 0.0312039 | Time: 1856.19 ms [2021-11-01 19:36:43 main:581] : INFO : Epoch 1714 | loss: 0.0311988 | val_loss: 0.0312029 | Time: 1871.2 ms [2021-11-01 19:36:45 main:581] : INFO : Epoch 1715 | loss: 0.0312037 | val_loss: 0.0312071 | Time: 1888.06 ms [2021-11-01 19:36:47 main:581] : INFO : Epoch 1716 | loss: 0.0312016 | val_loss: 0.0312033 | Time: 1851.99 ms [2021-11-01 19:36:49 main:581] : INFO : Epoch 1717 | loss: 0.031199 | val_loss: 0.0312024 | Time: 1850.95 ms [2021-11-01 19:36:51 main:581] : INFO : Epoch 1718 | loss: 0.0311998 | val_loss: 0.0312038 | Time: 1891.21 ms [2021-11-01 19:36:52 main:581] : INFO : Epoch 1719 | loss: 0.0311995 | val_loss: 0.0312025 | Time: 1878.96 ms [2021-11-01 19:36:54 main:581] : INFO : Epoch 1720 | loss: 0.0312019 | val_loss: 0.0312057 | Time: 1846.93 ms [2021-11-01 19:36:56 main:581] : INFO : Epoch 1721 | loss: 0.0311989 | val_loss: 0.0312023 | Time: 1922.88 ms [2021-11-01 19:36:58 main:581] : INFO : Epoch 1722 | loss: 0.0311976 | val_loss: 0.0312074 | Time: 1932.76 ms [2021-11-01 19:37:00 main:581] : INFO : Epoch 1723 | loss: 0.0311992 | val_loss: 0.0312017 | Time: 1933.5 ms [2021-11-01 19:37:02 main:581] : INFO : Epoch 1724 | loss: 0.0311972 | val_loss: 0.0312023 | Time: 1930.68 ms [2021-11-01 19:37:04 main:581] : INFO : Epoch 1725 | loss: 0.0311982 | val_loss: 0.0312103 | Time: 1928.04 ms [2021-11-01 19:37:06 main:581] : INFO : Epoch 1726 | loss: 0.0311984 | val_loss: 0.0312033 | Time: 1918.48 ms [2021-11-01 19:37:08 main:581] : INFO : Epoch 1727 | loss: 0.0311975 | val_loss: 0.0312023 | Time: 1853.63 ms [2021-11-01 19:37:10 main:581] : INFO : Epoch 1728 | loss: 0.0311992 | val_loss: 0.0312008 | Time: 1857.74 ms [2021-11-01 19:37:11 main:581] : INFO : Epoch 1729 | loss: 0.0311993 | val_loss: 0.0312042 | Time: 1885.93 ms [2021-11-01 19:37:13 main:581] : INFO : Epoch 1730 | loss: 0.031199 | val_loss: 0.0312061 | Time: 1961.99 ms [2021-11-01 19:37:15 main:581] : INFO : Epoch 1731 | loss: 0.0312028 | val_loss: 0.0312023 | Time: 1943.9 ms [2021-11-01 19:37:17 main:581] : INFO : Epoch 1732 | loss: 0.0311983 | val_loss: 0.0312046 | Time: 1948.78 ms [2021-11-01 19:37:19 main:581] : INFO : Epoch 1733 | loss: 0.0311966 | val_loss: 0.0312019 | Time: 1933.76 ms [2021-11-01 19:37:21 main:581] : INFO : Epoch 1734 | loss: 0.0311973 | val_loss: 0.0312026 | Time: 1901.02 ms [2021-11-01 19:37:23 main:581] : INFO : Epoch 1735 | loss: 0.0311969 | val_loss: 0.0312013 | Time: 1937.69 ms [2021-11-01 19:37:25 main:581] : INFO : Epoch 1736 | loss: 0.0311979 | val_loss: 0.0312119 | Time: 1854.23 ms [2021-11-01 19:37:27 main:581] : INFO : Epoch 1737 | loss: 0.0311995 | val_loss: 0.0312013 | Time: 1855.38 ms [2021-11-01 19:37:29 main:581] : INFO : Epoch 1738 | loss: 0.0311968 | val_loss: 0.0312029 | Time: 1858.92 ms [2021-11-01 19:37:31 main:581] : INFO : Epoch 1739 | loss: 0.0311966 | val_loss: 0.0312005 | Time: 1860.93 ms [2021-11-01 19:37:32 main:581] : INFO : Epoch 1740 | loss: 0.0311973 | val_loss: 0.0312017 | Time: 1852.47 ms [2021-11-01 19:37:34 main:581] : INFO : Epoch 1741 | loss: 0.0312003 | val_loss: 0.0312025 | Time: 1850.9 ms [2021-11-01 19:37:36 main:581] : INFO : Epoch 1742 | loss: 0.0312015 | val_loss: 0.0312089 | Time: 1852 ms [2021-11-01 19:37:38 main:581] : INFO : Epoch 1743 | loss: 0.0311993 | val_loss: 0.0312028 | Time: 1856.02 ms [2021-11-01 19:37:40 main:581] : INFO : Epoch 1744 | loss: 0.0312002 | val_loss: 0.0312026 | Time: 1860.76 ms [2021-11-01 19:37:42 main:581] : INFO : Epoch 1745 | loss: 0.0311972 | val_loss: 0.0311998 | Time: 1890.95 ms [2021-11-01 19:37:44 main:581] : INFO : Epoch 1746 | loss: 0.0311975 | val_loss: 0.0312 | Time: 1867.89 ms [2021-11-01 19:37:46 main:581] : INFO : Epoch 1747 | loss: 0.031198 | val_loss: 0.0312026 | Time: 1950.63 ms [2021-11-01 19:37:47 main:581] : INFO : Epoch 1748 | loss: 0.0311995 | val_loss: 0.0312071 | Time: 1904.73 ms [2021-11-01 19:37:49 main:581] : INFO : Epoch 1749 | loss: 0.0311973 | val_loss: 0.031202 | Time: 1934.88 ms [2021-11-01 19:37:51 main:581] : INFO : Epoch 1750 | loss: 0.0311969 | val_loss: 0.0312018 | Time: 1950.02 ms [2021-11-01 19:37:53 main:581] : INFO : Epoch 1751 | loss: 0.0311973 | val_loss: 0.0312004 | Time: 1947.99 ms [2021-11-01 19:37:55 main:581] : INFO : Epoch 1752 | loss: 0.0311971 | val_loss: 0.0312023 | Time: 1869.93 ms [2021-11-01 19:37:57 main:581] : INFO : Epoch 1753 | loss: 0.0311975 | val_loss: 0.0312017 | Time: 1897.83 ms [2021-11-01 19:37:59 main:581] : INFO : Epoch 1754 | loss: 0.0311969 | val_loss: 0.0312061 | Time: 1854.04 ms [2021-11-01 19:38:01 main:581] : INFO : Epoch 1755 | loss: 0.0312042 | val_loss: 0.0312034 | Time: 1899.33 ms [2021-11-01 19:38:03 main:581] : INFO : Epoch 1756 | loss: 0.0312002 | val_loss: 0.0312025 | Time: 1888.82 ms [2021-11-01 19:38:05 main:581] : INFO : Epoch 1757 | loss: 0.031197 | val_loss: 0.0312035 | Time: 1913.8 ms [2021-11-01 19:38:07 main:581] : INFO : Epoch 1758 | loss: 0.0311987 | val_loss: 0.0312027 | Time: 1941.83 ms [2021-11-01 19:38:08 main:581] : INFO : Epoch 1759 | loss: 0.031197 | val_loss: 0.0312013 | Time: 1883.53 ms [2021-11-01 19:38:10 main:581] : INFO : Epoch 1760 | loss: 0.0311981 | val_loss: 0.0312054 | Time: 1866.25 ms [2021-11-01 19:38:12 main:581] : INFO : Epoch 1761 | loss: 0.0311993 | val_loss: 0.0312037 | Time: 1870.62 ms [2021-11-01 19:38:14 main:581] : INFO : Epoch 1762 | loss: 0.0311963 | val_loss: 0.0312013 | Time: 1860.53 ms [2021-11-01 19:38:16 main:581] : INFO : Epoch 1763 | loss: 0.031196 | val_loss: 0.0312014 | Time: 1902.85 ms [2021-11-01 19:38:18 main:581] : INFO : Epoch 1764 | loss: 0.031196 | val_loss: 0.0312017 | Time: 1917 ms [2021-11-01 19:38:20 main:581] : INFO : Epoch 1765 | loss: 0.0311994 | val_loss: 0.0312047 | Time: 1890.56 ms [2021-11-01 19:38:22 main:581] : INFO : Epoch 1766 | loss: 0.0312032 | val_loss: 0.0312066 | Time: 1892 ms [2021-11-01 19:38:23 main:581] : INFO : Epoch 1767 | loss: 0.0311998 | val_loss: 0.031203 | Time: 1857.75 ms [2021-11-01 19:38:25 main:581] : INFO : Epoch 1768 | loss: 0.0312008 | val_loss: 0.0312011 | Time: 1857.29 ms [2021-11-01 19:38:27 main:581] : INFO : Epoch 1769 | loss: 0.0311993 | val_loss: 0.0311998 | Time: 1852.11 ms [2021-11-01 19:38:29 main:581] : INFO : Epoch 1770 | loss: 0.031199 | val_loss: 0.0312039 | Time: 1861.5 ms [2021-11-01 19:38:31 main:581] : INFO : Epoch 1771 | loss: 0.0311981 | val_loss: 0.0311998 | Time: 1851.98 ms [2021-11-01 19:38:33 main:581] : INFO : Epoch 1772 | loss: 0.0311995 | val_loss: 0.0312014 | Time: 1946.26 ms [2021-11-01 19:38:35 main:581] : INFO : Epoch 1773 | loss: 0.0311994 | val_loss: 0.031201 | Time: 1937.69 ms [2021-11-01 19:38:37 main:581] : INFO : Epoch 1774 | loss: 0.0311982 | val_loss: 0.0311988 | Time: 1936.51 ms [2021-11-01 19:38:39 main:581] : INFO : Epoch 1775 | loss: 0.0311974 | val_loss: 0.0311992 | Time: 1958.23 ms [2021-11-01 19:38:41 main:581] : INFO : Epoch 1776 | loss: 0.0311975 | val_loss: 0.0311994 | Time: 1937.67 ms [2021-11-01 19:38:43 main:581] : INFO : Epoch 1777 | loss: 0.0311975 | val_loss: 0.0312003 | Time: 1939.69 ms [2021-11-01 19:38:44 main:581] : INFO : Epoch 1778 | loss: 0.0311976 | val_loss: 0.0311988 | Time: 1925.43 ms [2021-11-01 19:38:46 main:581] : INFO : Epoch 1779 | loss: 0.0311969 | val_loss: 0.0312031 | Time: 1852.72 ms [2021-11-01 19:38:48 main:581] : INFO : Epoch 1780 | loss: 0.0311992 | val_loss: 0.0312004 | Time: 1853.93 ms [2021-11-01 19:38:50 main:581] : INFO : Epoch 1781 | loss: 0.0312009 | val_loss: 0.0312074 | Time: 1869.35 ms [2021-11-01 19:38:52 main:581] : INFO : Epoch 1782 | loss: 0.0311995 | val_loss: 0.0312047 | Time: 1857.95 ms [2021-11-01 19:38:54 main:581] : INFO : Epoch 1783 | loss: 0.0311985 | val_loss: 0.0311996 | Time: 1849.07 ms [2021-11-01 19:38:56 main:581] : INFO : Epoch 1784 | loss: 0.0311975 | val_loss: 0.0312029 | Time: 1847.77 ms [2021-11-01 19:38:57 main:581] : INFO : Epoch 1785 | loss: 0.0311986 | val_loss: 0.0312053 | Time: 1847.99 ms [2021-11-01 19:38:59 main:581] : INFO : Epoch 1786 | loss: 0.0311979 | val_loss: 0.0312 | Time: 1854.87 ms [2021-11-01 19:39:01 main:581] : INFO : Epoch 1787 | loss: 0.0311966 | val_loss: 0.0312066 | Time: 1851.07 ms [2021-11-01 19:39:03 main:581] : INFO : Epoch 1788 | loss: 0.0311983 | val_loss: 0.0311996 | Time: 1853.25 ms [2021-11-01 19:39:05 main:581] : INFO : Epoch 1789 | loss: 0.0311986 | val_loss: 0.0312002 | Time: 1880.45 ms [2021-11-01 19:39:07 main:581] : INFO : Epoch 1790 | loss: 0.0311954 | val_loss: 0.0311998 | Time: 1931.02 ms [2021-11-01 19:39:09 main:581] : INFO : Epoch 1791 | loss: 0.031196 | val_loss: 0.0312018 | Time: 1930.17 ms [2021-11-01 19:39:11 main:581] : INFO : Epoch 1792 | loss: 0.0311973 | val_loss: 0.0312069 | Time: 1932.21 ms [2021-11-01 19:39:13 main:581] : INFO : Epoch 1793 | loss: 0.0311963 | val_loss: 0.031199 | Time: 1936.55 ms [2021-11-01 19:39:15 main:581] : INFO : Epoch 1794 | loss: 0.0311968 | val_loss: 0.0312019 | Time: 1880.06 ms [2021-11-01 19:39:16 main:581] : INFO : Epoch 1795 | loss: 0.0311956 | val_loss: 0.0311988 | Time: 1846.91 ms [2021-11-01 19:39:18 main:581] : INFO : Epoch 1796 | loss: 0.0311959 | val_loss: 0.0312009 | Time: 1929.19 ms [2021-11-01 19:39:20 main:581] : INFO : Epoch 1797 | loss: 0.0311965 | val_loss: 0.0312006 | Time: 1923.93 ms [2021-11-01 19:39:22 main:581] : INFO : Epoch 1798 | loss: 0.0311963 | val_loss: 0.0311995 | Time: 1942.78 ms [2021-11-01 19:39:24 main:581] : INFO : Epoch 1799 | loss: 0.0311987 | val_loss: 0.0312041 | Time: 1949.81 ms [2021-11-01 19:39:26 main:581] : INFO : Epoch 1800 | loss: 0.0312021 | val_loss: 0.0312018 | Time: 1944.02 ms [2021-11-01 19:39:28 main:581] : INFO : Epoch 1801 | loss: 0.0311965 | val_loss: 0.0312024 | Time: 1944.68 ms [2021-11-01 19:39:30 main:581] : INFO : Epoch 1802 | loss: 0.0311983 | val_loss: 0.0312014 | Time: 1930.63 ms [2021-11-01 19:39:32 main:581] : INFO : Epoch 1803 | loss: 0.0311984 | val_loss: 0.0312125 | Time: 1932.3 ms [2021-11-01 19:39:34 main:581] : INFO : Epoch 1804 | loss: 0.031198 | val_loss: 0.0312042 | Time: 1939.6 ms [2021-11-01 19:39:36 main:581] : INFO : Epoch 1805 | loss: 0.0311988 | val_loss: 0.0312045 | Time: 1930.83 ms [2021-11-01 19:39:38 main:581] : INFO : Epoch 1806 | loss: 0.031198 | val_loss: 0.0312004 | Time: 1909.26 ms [2021-11-01 19:39:40 main:581] : INFO : Epoch 1807 | loss: 0.0311949 | val_loss: 0.0312015 | Time: 1895.33 ms [2021-11-01 19:39:41 main:581] : INFO : Epoch 1808 | loss: 0.0311948 | val_loss: 0.0312014 | Time: 1935.01 ms [2021-11-01 19:39:43 main:581] : INFO : Epoch 1809 | loss: 0.0311957 | val_loss: 0.0312017 | Time: 1915.51 ms [2021-11-01 19:39:45 main:581] : INFO : Epoch 1810 | loss: 0.0311958 | val_loss: 0.0312004 | Time: 1853.86 ms [2021-11-01 19:39:47 main:581] : INFO : Epoch 1811 | loss: 0.0311951 | val_loss: 0.0312004 | Time: 1851.62 ms [2021-11-01 19:39:49 main:581] : INFO : Epoch 1812 | loss: 0.0311945 | val_loss: 0.0312037 | Time: 1915.56 ms [2021-11-01 19:39:51 main:581] : INFO : Epoch 1813 | loss: 0.0311971 | val_loss: 0.031203 | Time: 1965.53 ms [2021-11-01 19:39:53 main:581] : INFO : Epoch 1814 | loss: 0.0311969 | val_loss: 0.0312046 | Time: 1941.69 ms [2021-11-01 19:39:55 main:581] : INFO : Epoch 1815 | loss: 0.0311969 | val_loss: 0.0312016 | Time: 1934.59 ms [2021-11-01 19:39:57 main:581] : INFO : Epoch 1816 | loss: 0.0311959 | val_loss: 0.0312001 | Time: 1945.6 ms [2021-11-01 19:39:59 main:581] : INFO : Epoch 1817 | loss: 0.0311961 | val_loss: 0.0312023 | Time: 1849.6 ms [2021-11-01 19:40:01 main:581] : INFO : Epoch 1818 | loss: 0.0311975 | val_loss: 0.0312042 | Time: 1936.36 ms [2021-11-01 19:40:02 main:581] : INFO : Epoch 1819 | loss: 0.0311968 | val_loss: 0.0312014 | Time: 1877.66 ms [2021-11-01 19:40:04 main:581] : INFO : Epoch 1820 | loss: 0.0311951 | val_loss: 0.0312007 | Time: 1855.85 ms [2021-11-01 19:40:06 main:581] : INFO : Epoch 1821 | loss: 0.0311984 | val_loss: 0.0312016 | Time: 1896.7 ms [2021-11-01 19:40:08 main:581] : INFO : Epoch 1822 | loss: 0.031195 | val_loss: 0.031204 | Time: 1934.28 ms [2021-11-01 19:40:10 main:581] : INFO : Epoch 1823 | loss: 0.0311985 | val_loss: 0.0312008 | Time: 1931.11 ms [2021-11-01 19:40:12 main:581] : INFO : Epoch 1824 | loss: 0.031197 | val_loss: 0.0312038 | Time: 1890.14 ms [2021-11-01 19:40:14 main:581] : INFO : Epoch 1825 | loss: 0.0311966 | val_loss: 0.0312023 | Time: 1875.39 ms [2021-11-01 19:40:16 main:581] : INFO : Epoch 1826 | loss: 0.0311974 | val_loss: 0.0312039 | Time: 1870.83 ms [2021-11-01 19:40:18 main:581] : INFO : Epoch 1827 | loss: 0.0311972 | val_loss: 0.0312032 | Time: 1857.97 ms [2021-11-01 19:40:19 main:581] : INFO : Epoch 1828 | loss: 0.0311991 | val_loss: 0.031202 | Time: 1856.07 ms [2021-11-01 19:40:21 main:581] : INFO : Epoch 1829 | loss: 0.0311994 | val_loss: 0.0312021 | Time: 1893.5 ms [2021-11-01 19:40:23 main:581] : INFO : Epoch 1830 | loss: 0.0311955 | val_loss: 0.0311997 | Time: 1932.35 ms [2021-11-01 19:40:25 main:581] : INFO : Epoch 1831 | loss: 0.0311966 | val_loss: 0.0311999 | Time: 1889.26 ms [2021-11-01 19:40:27 main:581] : INFO : Epoch 1832 | loss: 0.0311962 | val_loss: 0.0312008 | Time: 1855.9 ms [2021-11-01 19:40:29 main:581] : INFO : Epoch 1833 | loss: 0.0311951 | val_loss: 0.0311991 | Time: 1855.61 ms [2021-11-01 19:40:31 main:581] : INFO : Epoch 1834 | loss: 0.0311944 | val_loss: 0.0311987 | Time: 1856.64 ms [2021-11-01 19:40:33 main:581] : INFO : Epoch 1835 | loss: 0.0311937 | val_loss: 0.0312021 | Time: 1854.11 ms [2021-11-01 19:40:34 main:581] : INFO : Epoch 1836 | loss: 0.0311968 | val_loss: 0.0311998 | Time: 1851.01 ms [2021-11-01 19:40:36 main:581] : INFO : Epoch 1837 | loss: 0.0311961 | val_loss: 0.0312013 | Time: 1846.85 ms [2021-11-01 19:40:38 main:581] : INFO : Epoch 1838 | loss: 0.0311959 | val_loss: 0.0312022 | Time: 1865.67 ms [2021-11-01 19:40:40 main:581] : INFO : Epoch 1839 | loss: 0.0311942 | val_loss: 0.0312032 | Time: 1934.99 ms [2021-11-01 19:40:42 main:581] : INFO : Epoch 1840 | loss: 0.0311935 | val_loss: 0.0312024 | Time: 1909.14 ms [2021-11-01 19:40:44 main:581] : INFO : Epoch 1841 | loss: 0.0311936 | val_loss: 0.0312001 | Time: 1880.36 ms [2021-11-01 19:40:46 main:581] : INFO : Epoch 1842 | loss: 0.0311938 | val_loss: 0.0312001 | Time: 1860.81 ms [2021-11-01 19:40:48 main:581] : INFO : Epoch 1843 | loss: 0.0311974 | val_loss: 0.0312037 | Time: 1852.8 ms [2021-11-01 19:40:49 main:581] : INFO : Epoch 1844 | loss: 0.0311964 | val_loss: 0.0312073 | Time: 1853.59 ms [2021-11-01 19:40:51 main:581] : INFO : Epoch 1845 | loss: 0.0311959 | val_loss: 0.0312004 | Time: 1916.62 ms [2021-11-01 19:40:53 main:581] : INFO : Epoch 1846 | loss: 0.0311934 | val_loss: 0.0312011 | Time: 1939.07 ms [2021-11-01 19:40:55 main:581] : INFO : Epoch 1847 | loss: 0.031194 | val_loss: 0.0311995 | Time: 1925.21 ms [2021-11-01 19:40:57 main:581] : INFO : Epoch 1848 | loss: 0.0311947 | val_loss: 0.0311985 | Time: 1892.41 ms [2021-11-01 19:40:59 main:581] : INFO : Epoch 1849 | loss: 0.0311926 | val_loss: 0.0312007 | Time: 1937.41 ms [2021-11-01 19:41:01 main:581] : INFO : Epoch 1850 | loss: 0.0311936 | val_loss: 0.0312031 | Time: 1933.01 ms [2021-11-01 19:41:03 main:581] : INFO : Epoch 1851 | loss: 0.0311953 | val_loss: 0.0311982 | Time: 1908.26 ms [2021-11-01 19:41:05 main:581] : INFO : Epoch 1852 | loss: 0.0311954 | val_loss: 0.0311976 | Time: 1871.61 ms [2021-11-01 19:41:07 main:581] : INFO : Epoch 1853 | loss: 0.0311945 | val_loss: 0.0311989 | Time: 1926.85 ms [2021-11-01 19:41:09 main:581] : INFO : Epoch 1854 | loss: 0.0311938 | val_loss: 0.0311982 | Time: 1925.41 ms [2021-11-01 19:41:11 main:581] : INFO : Epoch 1855 | loss: 0.0311959 | val_loss: 0.0312015 | Time: 1928.61 ms [2021-11-01 19:41:12 main:581] : INFO : Epoch 1856 | loss: 0.0311956 | val_loss: 0.031199 | Time: 1929.67 ms [2021-11-01 19:41:14 main:581] : INFO : Epoch 1857 | loss: 0.0311949 | val_loss: 0.0312001 | Time: 1947.92 ms [2021-11-01 19:41:16 main:581] : INFO : Epoch 1858 | loss: 0.031194 | val_loss: 0.0312018 | Time: 1949.53 ms [2021-11-01 19:41:18 main:581] : INFO : Epoch 1859 | loss: 0.0311941 | val_loss: 0.0312018 | Time: 1940.44 ms [2021-11-01 19:41:20 main:581] : INFO : Epoch 1860 | loss: 0.0311935 | val_loss: 0.0311997 | Time: 1942.91 ms [2021-11-01 19:41:22 main:581] : INFO : Epoch 1861 | loss: 0.0311934 | val_loss: 0.0312006 | Time: 1939.12 ms [2021-11-01 19:41:24 main:581] : INFO : Epoch 1862 | loss: 0.0311943 | val_loss: 0.031205 | Time: 1938.53 ms [2021-11-01 19:41:26 main:581] : INFO : Epoch 1863 | loss: 0.0311946 | val_loss: 0.0311996 | Time: 1939.07 ms [2021-11-01 19:41:28 main:581] : INFO : Epoch 1864 | loss: 0.0311938 | val_loss: 0.031201 | Time: 1938.83 ms [2021-11-01 19:41:30 main:581] : INFO : Epoch 1865 | loss: 0.031193 | val_loss: 0.0311989 | Time: 1928.32 ms [2021-11-01 19:41:32 main:581] : INFO : Epoch 1866 | loss: 0.0311938 | val_loss: 0.0311987 | Time: 1933.05 ms [2021-11-01 19:41:34 main:581] : INFO : Epoch 1867 | loss: 0.0311947 | val_loss: 0.0312 | Time: 1936.13 ms [2021-11-01 19:41:36 main:581] : INFO : Epoch 1868 | loss: 0.0311938 | val_loss: 0.0311988 | Time: 1918.89 ms [2021-11-01 19:41:38 main:581] : INFO : Epoch 1869 | loss: 0.031195 | val_loss: 0.0312008 | Time: 1930.92 ms [2021-11-01 19:41:40 main:581] : INFO : Epoch 1870 | loss: 0.0311953 | val_loss: 0.031205 | Time: 1877.95 ms [2021-11-01 19:41:41 main:581] : INFO : Epoch 1871 | loss: 0.0312068 | val_loss: 0.031222 | Time: 1870.01 ms [2021-11-01 19:41:43 main:581] : INFO : Epoch 1872 | loss: 0.0312033 | val_loss: 0.0312063 | Time: 1890.19 ms [2021-11-01 19:41:45 main:581] : INFO : Epoch 1873 | loss: 0.0311938 | val_loss: 0.0312006 | Time: 1924.28 ms [2021-11-01 19:41:47 main:581] : INFO : Epoch 1874 | loss: 0.0311919 | val_loss: 0.0312 | Time: 1943.96 ms [2021-11-01 19:41:49 main:581] : INFO : Epoch 1875 | loss: 0.0311922 | val_loss: 0.0311999 | Time: 1944.2 ms [2021-11-01 19:41:51 main:581] : INFO : Epoch 1876 | loss: 0.0311942 | val_loss: 0.0312082 | Time: 1941.64 ms [2021-11-01 19:41:53 main:581] : INFO : Epoch 1877 | loss: 0.0311989 | val_loss: 0.0312058 | Time: 1950.68 ms [2021-11-01 19:41:55 main:581] : INFO : Epoch 1878 | loss: 0.0311946 | val_loss: 0.0312015 | Time: 1954.24 ms [2021-11-01 19:41:57 main:581] : INFO : Epoch 1879 | loss: 0.031192 | val_loss: 0.0311998 | Time: 1934.05 ms [2021-11-01 19:41:59 main:581] : INFO : Epoch 1880 | loss: 0.0311922 | val_loss: 0.0311993 | Time: 1938.38 ms [2021-11-01 19:42:01 main:581] : INFO : Epoch 1881 | loss: 0.0311947 | val_loss: 0.0312023 | Time: 1937.87 ms [2021-11-01 19:42:03 main:581] : INFO : Epoch 1882 | loss: 0.0311937 | val_loss: 0.0312 | Time: 1934.99 ms [2021-11-01 19:42:05 main:581] : INFO : Epoch 1883 | loss: 0.0311924 | val_loss: 0.0312014 | Time: 1933.43 ms [2021-11-01 19:42:07 main:581] : INFO : Epoch 1884 | loss: 0.0311926 | val_loss: 0.031203 | Time: 1925.82 ms [2021-11-01 19:42:08 main:581] : INFO : Epoch 1885 | loss: 0.0311915 | val_loss: 0.0311998 | Time: 1930.18 ms [2021-11-01 19:42:10 main:581] : INFO : Epoch 1886 | loss: 0.0311915 | val_loss: 0.0311989 | Time: 1915.79 ms [2021-11-01 19:42:12 main:581] : INFO : Epoch 1887 | loss: 0.0311938 | val_loss: 0.0312003 | Time: 1877.23 ms [2021-11-01 19:42:14 main:581] : INFO : Epoch 1888 | loss: 0.031193 | val_loss: 0.0312027 | Time: 1920.67 ms [2021-11-01 19:42:16 main:581] : INFO : Epoch 1889 | loss: 0.0311934 | val_loss: 0.0312012 | Time: 1860.21 ms [2021-11-01 19:42:18 main:581] : INFO : Epoch 1890 | loss: 0.0311927 | val_loss: 0.0312006 | Time: 1864.35 ms [2021-11-01 19:42:20 main:581] : INFO : Epoch 1891 | loss: 0.0311916 | val_loss: 0.0312098 | Time: 1858.15 ms [2021-11-01 19:42:22 main:581] : INFO : Epoch 1892 | loss: 0.0311977 | val_loss: 0.0312018 | Time: 1912.34 ms [2021-11-01 19:42:24 main:581] : INFO : Epoch 1893 | loss: 0.0311941 | val_loss: 0.0311999 | Time: 1916.2 ms [2021-11-01 19:42:26 main:581] : INFO : Epoch 1894 | loss: 0.0311904 | val_loss: 0.0312012 | Time: 1916.6 ms [2021-11-01 19:42:27 main:581] : INFO : Epoch 1895 | loss: 0.0311909 | val_loss: 0.0312036 | Time: 1859.17 ms [2021-11-01 19:42:29 main:581] : INFO : Epoch 1896 | loss: 0.0311929 | val_loss: 0.0312026 | Time: 1896.16 ms [2021-11-01 19:42:31 main:581] : INFO : Epoch 1897 | loss: 0.0311903 | val_loss: 0.0311999 | Time: 1871.88 ms [2021-11-01 19:42:33 main:581] : INFO : Epoch 1898 | loss: 0.0311911 | val_loss: 0.031199 | Time: 1939.79 ms [2021-11-01 19:42:35 main:581] : INFO : Epoch 1899 | loss: 0.0311909 | val_loss: 0.0312 | Time: 1858.68 ms [2021-11-01 19:42:37 main:581] : INFO : Epoch 1900 | loss: 0.0311937 | val_loss: 0.0312032 | Time: 1886.05 ms [2021-11-01 19:42:39 main:581] : INFO : Epoch 1901 | loss: 0.0311926 | val_loss: 0.0311987 | Time: 1936.32 ms [2021-11-01 19:42:41 main:581] : INFO : Epoch 1902 | loss: 0.0311915 | val_loss: 0.0311981 | Time: 1927.09 ms [2021-11-01 19:42:43 main:581] : INFO : Epoch 1903 | loss: 0.0311914 | val_loss: 0.0312067 | Time: 1927.37 ms [2021-11-01 19:42:44 main:581] : INFO : Epoch 1904 | loss: 0.0311922 | val_loss: 0.031208 | Time: 1858.83 ms [2021-11-01 19:42:46 main:581] : INFO : Epoch 1905 | loss: 0.0311964 | val_loss: 0.0312052 | Time: 1926.5 ms [2021-11-01 19:42:48 main:581] : INFO : Epoch 1906 | loss: 0.0311946 | val_loss: 0.0312072 | Time: 1928.85 ms [2021-11-01 19:42:50 main:581] : INFO : Epoch 1907 | loss: 0.031194 | val_loss: 0.0312023 | Time: 1887.81 ms [2021-11-01 19:42:52 main:581] : INFO : Epoch 1908 | loss: 0.031193 | val_loss: 0.031202 | Time: 1934.39 ms [2021-11-01 19:42:54 main:581] : INFO : Epoch 1909 | loss: 0.0311905 | val_loss: 0.0312021 | Time: 1928.69 ms [2021-11-01 19:42:56 main:581] : INFO : Epoch 1910 | loss: 0.0311904 | val_loss: 0.0312026 | Time: 1914.05 ms [2021-11-01 19:42:58 main:581] : INFO : Epoch 1911 | loss: 0.0311894 | val_loss: 0.0311997 | Time: 1892.27 ms [2021-11-01 19:43:00 main:581] : INFO : Epoch 1912 | loss: 0.0311902 | val_loss: 0.0312015 | Time: 1880.67 ms [2021-11-01 19:43:02 main:581] : INFO : Epoch 1913 | loss: 0.0311897 | val_loss: 0.0311998 | Time: 1895.42 ms [2021-11-01 19:43:04 main:581] : INFO : Epoch 1914 | loss: 0.0311906 | val_loss: 0.0312032 | Time: 1854.51 ms [2021-11-01 19:43:05 main:581] : INFO : Epoch 1915 | loss: 0.0311922 | val_loss: 0.0312011 | Time: 1854.98 ms [2021-11-01 19:43:07 main:581] : INFO : Epoch 1916 | loss: 0.0311911 | val_loss: 0.0312065 | Time: 1865.53 ms [2021-11-01 19:43:09 main:581] : INFO : Epoch 1917 | loss: 0.0311919 | val_loss: 0.0311995 | Time: 1858.52 ms [2021-11-01 19:43:11 main:581] : INFO : Epoch 1918 | loss: 0.0311913 | val_loss: 0.0311983 | Time: 1857.27 ms [2021-11-01 19:43:13 main:581] : INFO : Epoch 1919 | loss: 0.03119 | val_loss: 0.0311976 | Time: 1888.79 ms [2021-11-01 19:43:15 main:581] : INFO : Epoch 1920 | loss: 0.0311895 | val_loss: 0.0312001 | Time: 1971.9 ms [2021-11-01 19:43:17 main:581] : INFO : Epoch 1921 | loss: 0.0311906 | val_loss: 0.031198 | Time: 1919.04 ms [2021-11-01 19:43:19 main:581] : INFO : Epoch 1922 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 1865.83 ms [2021-11-01 19:43:20 main:581] : INFO : Epoch 1923 | loss: 0.0311909 | val_loss: 0.0312005 | Time: 1855.54 ms [2021-11-01 19:43:22 main:581] : INFO : Epoch 1924 | loss: 0.0311921 | val_loss: 0.0312024 | Time: 1849.12 ms [2021-11-01 19:43:24 main:581] : INFO : Epoch 1925 | loss: 0.0311901 | val_loss: 0.0311975 | Time: 1874.23 ms [2021-11-01 19:43:26 main:581] : INFO : Epoch 1926 | loss: 0.03119 | val_loss: 0.0311983 | Time: 1854.17 ms [2021-11-01 19:43:28 main:581] : INFO : Epoch 1927 | loss: 0.03119 | val_loss: 0.0311979 | Time: 1853.92 ms [2021-11-01 19:43:30 main:581] : INFO : Epoch 1928 | loss: 0.0311885 | val_loss: 0.0311999 | Time: 1871.86 ms [2021-11-01 19:43:32 main:581] : INFO : Epoch 1929 | loss: 0.0311884 | val_loss: 0.0311997 | Time: 1915.04 ms [2021-11-01 19:43:34 main:581] : INFO : Epoch 1930 | loss: 0.0311922 | val_loss: 0.031198 | Time: 1871.16 ms [2021-11-01 19:43:35 main:581] : INFO : Epoch 1931 | loss: 0.0311891 | val_loss: 0.0311989 | Time: 1891.26 ms [2021-11-01 19:43:37 main:581] : INFO : Epoch 1932 | loss: 0.031189 | val_loss: 0.0311995 | Time: 1857.14 ms [2021-11-01 19:43:39 main:581] : INFO : Epoch 1933 | loss: 0.0311896 | val_loss: 0.0311973 | Time: 1866.06 ms [2021-11-01 19:43:41 main:581] : INFO : Epoch 1934 | loss: 0.03119 | val_loss: 0.0312012 | Time: 1861.31 ms [2021-11-01 19:43:43 main:581] : INFO : Epoch 1935 | loss: 0.0311888 | val_loss: 0.0312014 | Time: 1938.97 ms [2021-11-01 19:43:45 main:581] : INFO : Epoch 1936 | loss: 0.0311901 | val_loss: 0.0312009 | Time: 1954.06 ms [2021-11-01 19:43:47 main:581] : INFO : Epoch 1937 | loss: 0.0311882 | val_loss: 0.0311973 | Time: 1952.31 ms [2021-11-01 19:43:49 main:581] : INFO : Epoch 1938 | loss: 0.0311894 | val_loss: 0.0311988 | Time: 1945.12 ms [2021-11-01 19:43:51 main:581] : INFO : Epoch 1939 | loss: 0.03119 | val_loss: 0.0311978 | Time: 1935.06 ms [2021-11-01 19:43:53 main:581] : INFO : Epoch 1940 | loss: 0.0311896 | val_loss: 0.0311965 | Time: 1943.76 ms [2021-11-01 19:43:55 main:581] : INFO : Epoch 1941 | loss: 0.0311897 | val_loss: 0.031198 | Time: 1949.83 ms [2021-11-01 19:43:57 main:581] : INFO : Epoch 1942 | loss: 0.0311896 | val_loss: 0.0312022 | Time: 1937.99 ms [2021-11-01 19:43:59 main:581] : INFO : Epoch 1943 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 1932.25 ms [2021-11-01 19:44:00 main:581] : INFO : Epoch 1944 | loss: 0.0311964 | val_loss: 0.0311998 | Time: 1865.55 ms [2021-11-01 19:44:02 main:581] : INFO : Epoch 1945 | loss: 0.0311909 | val_loss: 0.0311963 | Time: 1851.96 ms [2021-11-01 19:44:04 main:581] : INFO : Epoch 1946 | loss: 0.0311905 | val_loss: 0.0312014 | Time: 1850.63 ms [2021-11-01 19:44:06 main:581] : INFO : Epoch 1947 | loss: 0.0311957 | val_loss: 0.0311999 | Time: 1853.68 ms [2021-11-01 19:44:08 main:581] : INFO : Epoch 1948 | loss: 0.0311936 | val_loss: 0.0311965 | Time: 1850.83 ms [2021-11-01 19:44:10 main:581] : INFO : Epoch 1949 | loss: 0.0311904 | val_loss: 0.0311988 | Time: 1849.41 ms [2021-11-01 19:44:11 main:581] : INFO : Epoch 1950 | loss: 0.0311908 | val_loss: 0.0311963 | Time: 1849.33 ms [2021-11-01 19:44:13 main:581] : INFO : Epoch 1951 | loss: 0.03119 | val_loss: 0.0311959 | Time: 1849.69 ms [2021-11-01 19:44:15 main:581] : INFO : Epoch 1952 | loss: 0.03119 | val_loss: 0.0311959 | Time: 1848.26 ms [2021-11-01 19:44:17 main:581] : INFO : Epoch 1953 | loss: 0.0311911 | val_loss: 0.0311951 | Time: 1915.87 ms [2021-11-01 19:44:19 main:581] : INFO : Epoch 1954 | loss: 0.0311903 | val_loss: 0.031197 | Time: 1872.18 ms [2021-11-01 19:44:21 main:581] : INFO : Epoch 1955 | loss: 0.0311907 | val_loss: 0.0311982 | Time: 1858.94 ms [2021-11-01 19:44:23 main:581] : INFO : Epoch 1956 | loss: 0.031193 | val_loss: 0.0311958 | Time: 1870.75 ms [2021-11-01 19:44:25 main:581] : INFO : Epoch 1957 | loss: 0.0311911 | val_loss: 0.0311977 | Time: 1884.74 ms [2021-11-01 19:44:26 main:581] : INFO : Epoch 1958 | loss: 0.0311908 | val_loss: 0.0311987 | Time: 1880.32 ms [2021-11-01 19:44:28 main:581] : INFO : Epoch 1959 | loss: 0.0311916 | val_loss: 0.0311946 | Time: 1886.64 ms [2021-11-01 19:44:30 main:581] : INFO : Epoch 1960 | loss: 0.0311895 | val_loss: 0.0311975 | Time: 1861.7 ms [2021-11-01 19:44:32 main:581] : INFO : Epoch 1961 | loss: 0.0311885 | val_loss: 0.0311942 | Time: 1876.14 ms [2021-11-01 19:44:34 main:581] : INFO : Epoch 1962 | loss: 0.0311888 | val_loss: 0.0311954 | Time: 1863.98 ms [2021-11-01 19:44:36 main:581] : INFO : Epoch 1963 | loss: 0.0311879 | val_loss: 0.0311971 | Time: 1854.48 ms [2021-11-01 19:44:38 main:581] : INFO : Epoch 1964 | loss: 0.0311885 | val_loss: 0.031196 | Time: 1855.01 ms [2021-11-01 19:44:40 main:581] : INFO : Epoch 1965 | loss: 0.031189 | val_loss: 0.0311982 | Time: 1930.58 ms [2021-11-01 19:44:41 main:581] : INFO : Epoch 1966 | loss: 0.0311914 | val_loss: 0.0311977 | Time: 1889.9 ms [2021-11-01 19:44:43 main:581] : INFO : Epoch 1967 | loss: 0.031189 | val_loss: 0.0311973 | Time: 1891.36 ms [2021-11-01 19:44:45 main:581] : INFO : Epoch 1968 | loss: 0.0311881 | val_loss: 0.0311964 | Time: 1924.45 ms [2021-11-01 19:44:47 main:581] : INFO : Epoch 1969 | loss: 0.0311871 | val_loss: 0.0311953 | Time: 1942.77 ms [2021-11-01 19:44:49 main:581] : INFO : Epoch 1970 | loss: 0.0311895 | val_loss: 0.0312024 | Time: 1956.85 ms [2021-11-01 19:44:51 main:581] : INFO : Epoch 1971 | loss: 0.0311932 | val_loss: 0.031198 | Time: 1937.1 ms [2021-11-01 19:44:53 main:581] : INFO : Epoch 1972 | loss: 0.0311914 | val_loss: 0.0311939 | Time: 1895.76 ms [2021-11-01 19:44:55 main:581] : INFO : Epoch 1973 | loss: 0.0311896 | val_loss: 0.0311936 | Time: 1859.1 ms [2021-11-01 19:44:57 main:581] : INFO : Epoch 1974 | loss: 0.0311901 | val_loss: 0.0311955 | Time: 1916.6 ms [2021-11-01 19:44:59 main:581] : INFO : Epoch 1975 | loss: 0.0311881 | val_loss: 0.0311944 | Time: 1940.66 ms [2021-11-01 19:45:01 main:581] : INFO : Epoch 1976 | loss: 0.0311888 | val_loss: 0.031199 | Time: 1954.57 ms [2021-11-01 19:45:03 main:581] : INFO : Epoch 1977 | loss: 0.0311886 | val_loss: 0.0311941 | Time: 1942.16 ms [2021-11-01 19:45:05 main:581] : INFO : Epoch 1978 | loss: 0.0311876 | val_loss: 0.0311943 | Time: 1944.05 ms [2021-11-01 19:45:07 main:581] : INFO : Epoch 1979 | loss: 0.0311881 | val_loss: 0.0311961 | Time: 1961.87 ms [2021-11-01 19:45:09 main:581] : INFO : Epoch 1980 | loss: 0.0311896 | val_loss: 0.0311971 | Time: 1937.38 ms [2021-11-01 19:45:10 main:581] : INFO : Epoch 1981 | loss: 0.0311926 | val_loss: 0.0311965 | Time: 1927.98 ms [2021-11-01 19:45:12 main:581] : INFO : Epoch 1982 | loss: 0.0311888 | val_loss: 0.0311946 | Time: 1952.84 ms [2021-11-01 19:45:14 main:581] : INFO : Epoch 1983 | loss: 0.0311877 | val_loss: 0.0311931 | Time: 1933.69 ms [2021-11-01 19:45:16 main:581] : INFO : Epoch 1984 | loss: 0.0311872 | val_loss: 0.031198 | Time: 1933.49 ms [2021-11-01 19:45:18 main:581] : INFO : Epoch 1985 | loss: 0.0311979 | val_loss: 0.0312018 | Time: 1934.13 ms [2021-11-01 19:45:20 main:581] : INFO : Epoch 1986 | loss: 0.0311974 | val_loss: 0.0312001 | Time: 1929.77 ms [2021-11-01 19:45:22 main:581] : INFO : Epoch 1987 | loss: 0.0311987 | val_loss: 0.0312002 | Time: 2003.52 ms [2021-11-01 19:45:24 main:581] : INFO : Epoch 1988 | loss: 0.0311958 | val_loss: 0.0311983 | Time: 1949.52 ms [2021-11-01 19:45:26 main:581] : INFO : Epoch 1989 | loss: 0.0311955 | val_loss: 0.0312039 | Time: 1906.22 ms [2021-11-01 19:45:28 main:581] : INFO : Epoch 1990 | loss: 0.0311959 | val_loss: 0.0311962 | Time: 1849.93 ms [2021-11-01 19:45:30 main:581] : INFO : Epoch 1991 | loss: 0.0311923 | val_loss: 0.0311959 | Time: 1852.62 ms [2021-11-01 19:45:32 main:581] : INFO : Epoch 1992 | loss: 0.0311927 | val_loss: 0.0311976 | Time: 1860.01 ms [2021-11-01 19:45:33 main:581] : INFO : Epoch 1993 | loss: 0.031192 | val_loss: 0.031198 | Time: 1857.43 ms [2021-11-01 19:45:35 main:581] : INFO : Epoch 1994 | loss: 0.0311924 | val_loss: 0.0311963 | Time: 1855.66 ms [2021-11-01 19:45:37 main:581] : INFO : Epoch 1995 | loss: 0.0311901 | val_loss: 0.0311946 | Time: 1857.24 ms [2021-11-01 19:45:39 main:581] : INFO : Epoch 1996 | loss: 0.0311899 | val_loss: 0.0311946 | Time: 1852.11 ms [2021-11-01 19:45:41 main:581] : INFO : Epoch 1997 | loss: 0.03119 | val_loss: 0.0311969 | Time: 1853.34 ms [2021-11-01 19:45:43 main:581] : INFO : Epoch 1998 | loss: 0.0311904 | val_loss: 0.0311942 | Time: 1857.26 ms [2021-11-01 19:45:45 main:581] : INFO : Epoch 1999 | loss: 0.0311896 | val_loss: 0.0311951 | Time: 1857.27 ms [2021-11-01 19:45:46 main:581] : INFO : Epoch 2000 | loss: 0.0311896 | val_loss: 0.0311954 | Time: 1869.32 ms [2021-11-01 19:45:48 main:581] : INFO : Epoch 2001 | loss: 0.0311899 | val_loss: 0.0311955 | Time: 1851.33 ms [2021-11-01 19:45:50 main:581] : INFO : Epoch 2002 | loss: 0.0311891 | val_loss: 0.0311946 | Time: 1857.58 ms [2021-11-01 19:45:52 main:581] : INFO : Epoch 2003 | loss: 0.0311888 | val_loss: 0.0311942 | Time: 1872.7 ms [2021-11-01 19:45:54 main:581] : INFO : Epoch 2004 | loss: 0.0311878 | val_loss: 0.031195 | Time: 1860.09 ms [2021-11-01 19:45:56 main:581] : INFO : Epoch 2005 | loss: 0.0311895 | val_loss: 0.0311967 | Time: 1856.76 ms [2021-11-01 19:45:58 main:581] : INFO : Epoch 2006 | loss: 0.0311912 | val_loss: 0.0311966 | Time: 1853.74 ms [2021-11-01 19:45:59 main:581] : INFO : Epoch 2007 | loss: 0.0311928 | val_loss: 0.0311975 | Time: 1851.89 ms [2021-11-01 19:46:01 main:581] : INFO : Epoch 2008 | loss: 0.0311897 | val_loss: 0.0311949 | Time: 1867.31 ms [2021-11-01 19:46:03 main:581] : INFO : Epoch 2009 | loss: 0.0311887 | val_loss: 0.0311961 | Time: 1857.58 ms [2021-11-01 19:46:05 main:581] : INFO : Epoch 2010 | loss: 0.0311907 | val_loss: 0.0312007 | Time: 1852.33 ms [2021-11-01 19:46:07 main:581] : INFO : Epoch 2011 | loss: 0.0311892 | val_loss: 0.0311945 | Time: 1855.6 ms [2021-11-01 19:46:09 main:581] : INFO : Epoch 2012 | loss: 0.0311873 | val_loss: 0.0311967 | Time: 1854.94 ms [2021-11-01 19:46:11 main:581] : INFO : Epoch 2013 | loss: 0.0311874 | val_loss: 0.0311945 | Time: 1885.71 ms [2021-11-01 19:46:12 main:581] : INFO : Epoch 2014 | loss: 0.0311902 | val_loss: 0.0311975 | Time: 1889.05 ms [2021-11-01 19:46:14 main:581] : INFO : Epoch 2015 | loss: 0.0311903 | val_loss: 0.0311955 | Time: 1869.12 ms [2021-11-01 19:46:16 main:581] : INFO : Epoch 2016 | loss: 0.0311913 | val_loss: 0.0312003 | Time: 1852.94 ms [2021-11-01 19:46:18 main:581] : INFO : Epoch 2017 | loss: 0.031189 | val_loss: 0.0311951 | Time: 1855.59 ms [2021-11-01 19:46:20 main:581] : INFO : Epoch 2018 | loss: 0.0311882 | val_loss: 0.0311943 | Time: 1910.05 ms [2021-11-01 19:46:22 main:581] : INFO : Epoch 2019 | loss: 0.0311879 | val_loss: 0.0311959 | Time: 1942.17 ms [2021-11-01 19:46:24 main:581] : INFO : Epoch 2020 | loss: 0.0311864 | val_loss: 0.0311965 | Time: 1954.16 ms [2021-11-01 19:46:26 main:581] : INFO : Epoch 2021 | loss: 0.031188 | val_loss: 0.0311943 | Time: 1899.13 ms [2021-11-01 19:46:28 main:581] : INFO : Epoch 2022 | loss: 0.0311863 | val_loss: 0.031194 | Time: 1937.37 ms [2021-11-01 19:46:30 main:581] : INFO : Epoch 2023 | loss: 0.0311859 | val_loss: 0.0311945 | Time: 1942.52 ms [2021-11-01 19:46:32 main:581] : INFO : Epoch 2024 | loss: 0.031186 | val_loss: 0.0311996 | Time: 1939.63 ms [2021-11-01 19:46:33 main:581] : INFO : Epoch 2025 | loss: 0.0311861 | val_loss: 0.0311953 | Time: 1915.01 ms [2021-11-01 19:46:35 main:581] : INFO : Epoch 2026 | loss: 0.0311872 | val_loss: 0.0311945 | Time: 1923.8 ms [2021-11-01 19:46:37 main:581] : INFO : Epoch 2027 | loss: 0.0311861 | val_loss: 0.0311944 | Time: 1936.16 ms [2021-11-01 19:46:39 main:581] : INFO : Epoch 2028 | loss: 0.0311871 | val_loss: 0.0311938 | Time: 1897.36 ms [2021-11-01 19:46:41 main:581] : INFO : Epoch 2029 | loss: 0.0311881 | val_loss: 0.0311954 | Time: 1852.01 ms [2021-11-01 19:46:43 main:581] : INFO : Epoch 2030 | loss: 0.0311859 | val_loss: 0.0311942 | Time: 1857.12 ms [2021-11-01 19:46:45 main:581] : INFO : Epoch 2031 | loss: 0.0311888 | val_loss: 0.0312095 | Time: 1857.31 ms [2021-11-01 19:46:47 main:581] : INFO : Epoch 2032 | loss: 0.0311908 | val_loss: 0.0311945 | Time: 1925.21 ms [2021-11-01 19:46:49 main:581] : INFO : Epoch 2033 | loss: 0.0311877 | val_loss: 0.0311945 | Time: 1873.68 ms [2021-11-01 19:46:51 main:581] : INFO : Epoch 2034 | loss: 0.0311851 | val_loss: 0.0311949 | Time: 1949.62 ms [2021-11-01 19:46:52 main:581] : INFO : Epoch 2035 | loss: 0.0311865 | val_loss: 0.0311932 | Time: 1911.34 ms [2021-11-01 19:46:54 main:581] : INFO : Epoch 2036 | loss: 0.0311874 | val_loss: 0.0311965 | Time: 1853.91 ms [2021-11-01 19:46:56 main:581] : INFO : Epoch 2037 | loss: 0.03119 | val_loss: 0.03121 | Time: 1896 ms [2021-11-01 19:46:58 main:581] : INFO : Epoch 2038 | loss: 0.0311899 | val_loss: 0.031194 | Time: 1937.89 ms [2021-11-01 19:47:00 main:581] : INFO : Epoch 2039 | loss: 0.0311851 | val_loss: 0.0311939 | Time: 1886.5 ms [2021-11-01 19:47:02 main:581] : INFO : Epoch 2040 | loss: 0.0311853 | val_loss: 0.0311982 | Time: 1904.37 ms [2021-11-01 19:47:04 main:581] : INFO : Epoch 2041 | loss: 0.0311878 | val_loss: 0.031199 | Time: 1904.4 ms [2021-11-01 19:47:06 main:581] : INFO : Epoch 2042 | loss: 0.0311894 | val_loss: 0.0312012 | Time: 1936.13 ms [2021-11-01 19:47:08 main:581] : INFO : Epoch 2043 | loss: 0.0311935 | val_loss: 0.0311976 | Time: 1926.92 ms [2021-11-01 19:47:10 main:581] : INFO : Epoch 2044 | loss: 0.0311958 | val_loss: 0.0312174 | Time: 1937.04 ms [2021-11-01 19:47:12 main:581] : INFO : Epoch 2045 | loss: 0.0312942 | val_loss: 0.0315198 | Time: 1921.26 ms [2021-11-01 19:47:14 main:581] : INFO : Epoch 2046 | loss: 0.0354406 | val_loss: 0.0355655 | Time: 1923.99 ms [2021-11-01 19:47:15 main:581] : INFO : Epoch 2047 | loss: 0.0324179 | val_loss: 0.0315476 | Time: 1850.12 ms [2021-11-01 19:47:17 main:581] : INFO : Epoch 2048 | loss: 0.0313801 | val_loss: 0.0312769 | Time: 1851.04 ms [2021-11-01 19:47:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312769 [2021-11-01 19:47:17 main:610] : INFO : Saving end state to config to file [2021-11-01 19:47:17 main:615] : INFO : Success, exiting.. 19:47:17 (718112): 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)