Task 8899244
| Name | ParityModified-1636177677-15536-2_0 |
| Workunit | 6362858 |
| Created | 12 Nov 2021, 13:59:44 UTC |
| Sent | 19 Nov 2021, 4:40:55 UTC |
| Report deadline | 26 Nov 2021, 4:40:55 UTC |
| Received | 19 Nov 2021, 6:58:21 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16550 |
| Run time | 1 hours 5 min 15 sec |
| CPU time | 1 hours 4 min 36 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 2337 | val_loss: 0.0312356 | Time: 1888.77 ms [2021-11-19 06:41:45 main:581] : INFO : Epoch 1528 | loss: 0.0312349 | val_loss: 0.0312338 | Time: 1890.9 ms [2021-11-19 06:41:47 main:581] : INFO : Epoch 1529 | loss: 0.0312331 | val_loss: 0.0312347 | Time: 1907.86 ms [2021-11-19 06:41:48 main:581] : INFO : Epoch 1530 | loss: 0.0312324 | val_loss: 0.0312334 | Time: 1884.68 ms [2021-11-19 06:41:50 main:581] : INFO : Epoch 1531 | loss: 0.0312335 | val_loss: 0.031234 | Time: 1877.99 ms [2021-11-19 06:41:52 main:581] : INFO : Epoch 1532 | loss: 0.031235 | val_loss: 0.0312382 | Time: 1883.82 ms [2021-11-19 06:41:54 main:581] : INFO : Epoch 1533 | loss: 0.0312329 | val_loss: 0.0312326 | Time: 1880.09 ms [2021-11-19 06:41:56 main:581] : INFO : Epoch 1534 | loss: 0.0312314 | val_loss: 0.031233 | Time: 1900.88 ms [2021-11-19 06:41:58 main:581] : INFO : Epoch 1535 | loss: 0.0312328 | val_loss: 0.0312358 | Time: 1870.7 ms [2021-11-19 06:42:00 main:581] : INFO : Epoch 1536 | loss: 0.0312343 | val_loss: 0.0312333 | Time: 1869.83 ms [2021-11-19 06:42:02 main:581] : INFO : Epoch 1537 | loss: 0.031236 | val_loss: 0.0312339 | Time: 1883.24 ms [2021-11-19 06:42:04 main:581] : INFO : Epoch 1538 | loss: 0.0312304 | val_loss: 0.0312314 | Time: 1893.01 ms [2021-11-19 06:42:05 main:581] : INFO : Epoch 1539 | loss: 0.0312295 | val_loss: 0.0312309 | Time: 1901.22 ms [2021-11-19 06:42:07 main:581] : INFO : Epoch 1540 | loss: 0.031231 | val_loss: 0.0312312 | Time: 1899.87 ms [2021-11-19 06:42:09 main:581] : INFO : Epoch 1541 | loss: 0.031231 | val_loss: 0.031231 | Time: 1903.69 ms [2021-11-19 06:42:11 main:581] : INFO : Epoch 1542 | loss: 0.0312296 | val_loss: 0.0312301 | Time: 1911.82 ms [2021-11-19 06:42:13 main:581] : INFO : Epoch 1543 | loss: 0.031228 | val_loss: 0.0312308 | Time: 1887.31 ms [2021-11-19 06:42:15 main:581] : INFO : Epoch 1544 | loss: 0.0312289 | val_loss: 0.0312333 | Time: 1883.8 ms [2021-11-19 06:42:17 main:581] : INFO : Epoch 1545 | loss: 0.0312322 | val_loss: 0.0312309 | Time: 1897.9 ms [2021-11-19 06:42:19 main:581] : INFO : Epoch 1546 | loss: 0.0312305 | val_loss: 0.03123 | Time: 1900.62 ms [2021-11-19 06:42:21 main:581] : INFO : Epoch 1547 | loss: 0.0312284 | val_loss: 0.03123 | Time: 1893.57 ms [2021-11-19 06:42:22 main:581] : INFO : Epoch 1548 | loss: 0.0312276 | val_loss: 0.0312287 | Time: 1901.11 ms [2021-11-19 06:42:24 main:581] : INFO : Epoch 1549 | loss: 0.0312264 | val_loss: 0.0312282 | Time: 1914.42 ms [2021-11-19 06:42:26 main:581] : INFO : Epoch 1550 | loss: 0.0312348 | val_loss: 0.0312297 | Time: 1894.07 ms [2021-11-19 06:42:28 main:581] : INFO : Epoch 1551 | loss: 0.0312328 | val_loss: 0.0312343 | Time: 1904.22 ms [2021-11-19 06:42:30 main:581] : INFO : Epoch 1552 | loss: 0.0312269 | val_loss: 0.0312289 | Time: 1897.61 ms [2021-11-19 06:42:32 main:581] : INFO : Epoch 1553 | loss: 0.0312264 | val_loss: 0.0312319 | Time: 1889.67 ms [2021-11-19 06:42:34 main:581] : INFO : Epoch 1554 | loss: 0.0312297 | val_loss: 0.031236 | Time: 1899.91 ms [2021-11-19 06:42:36 main:581] : INFO : Epoch 1555 | loss: 0.031232 | val_loss: 0.0312365 | Time: 1909.01 ms [2021-11-19 06:42:38 main:581] : INFO : Epoch 1556 | loss: 0.0312269 | val_loss: 0.0312333 | Time: 1914.2 ms [2021-11-19 06:42:40 main:581] : INFO : Epoch 1557 | loss: 0.0312296 | val_loss: 0.031232 | Time: 1920.06 ms [2021-11-19 06:42:42 main:581] : INFO : Epoch 1558 | loss: 0.0312247 | val_loss: 0.0312264 | Time: 1908.52 ms [2021-11-19 06:42:43 main:581] : INFO : Epoch 1559 | loss: 0.0312255 | val_loss: 0.0312277 | Time: 1905.75 ms [2021-11-19 06:42:45 main:581] : INFO : Epoch 1560 | loss: 0.0312244 | val_loss: 0.0312281 | Time: 1897.97 ms [2021-11-19 06:42:47 main:581] : INFO : Epoch 1561 | loss: 0.0312243 | val_loss: 0.031229 | Time: 1924.34 ms [2021-11-19 06:42:49 main:581] : INFO : Epoch 1562 | loss: 0.0312235 | val_loss: 0.0312274 | Time: 1885.32 ms [2021-11-19 06:42:51 main:581] : INFO : Epoch 1563 | loss: 0.031224 | val_loss: 0.0312313 | Time: 1896.19 ms [2021-11-19 06:42:53 main:581] : INFO : Epoch 1564 | loss: 0.0312232 | val_loss: 0.0312286 | Time: 1895.74 ms [2021-11-19 06:42:55 main:581] : INFO : Epoch 1565 | loss: 0.0312247 | val_loss: 0.0312315 | Time: 1925.24 ms [2021-11-19 06:42:57 main:581] : INFO : Epoch 1566 | loss: 0.0312266 | val_loss: 0.0312263 | Time: 1890.78 ms [2021-11-19 06:42:59 main:581] : INFO : Epoch 1567 | loss: 0.0312221 | val_loss: 0.0312246 | Time: 1888.9 ms [2021-11-19 06:43:01 main:581] : INFO : Epoch 1568 | loss: 0.0312217 | val_loss: 0.0312256 | Time: 1879.3 ms [2021-11-19 06:43:02 main:581] : INFO : Epoch 1569 | loss: 0.0312221 | val_loss: 0.0312257 | Time: 1880.41 ms [2021-11-19 06:43:04 main:581] : INFO : Epoch 1570 | loss: 0.031221 | val_loss: 0.0312248 | Time: 1920.72 ms [2021-11-19 06:43:06 main:581] : INFO : Epoch 1571 | loss: 0.0312226 | val_loss: 0.0312293 | Time: 1909.18 ms [2021-11-19 06:43:08 main:581] : INFO : Epoch 1572 | loss: 0.0312239 | val_loss: 0.031232 | Time: 1881.83 ms [2021-11-19 06:43:10 main:581] : INFO : Epoch 1573 | loss: 0.0312257 | val_loss: 0.0312253 | Time: 1938.58 ms [2021-11-19 06:43:12 main:581] : INFO : Epoch 1574 | loss: 0.0312218 | val_loss: 0.0312243 | Time: 1893.84 ms [2021-11-19 06:43:14 main:581] : INFO : Epoch 1575 | loss: 0.0312214 | val_loss: 0.0312253 | Time: 1892.62 ms [2021-11-19 06:43:16 main:581] : INFO : Epoch 1576 | loss: 0.0312214 | val_loss: 0.0312266 | Time: 1910.7 ms [2021-11-19 06:43:18 main:581] : INFO : Epoch 1577 | loss: 0.0312194 | val_loss: 0.0312238 | Time: 1893.55 ms [2021-11-19 06:43:20 main:581] : INFO : Epoch 1578 | loss: 0.0312195 | val_loss: 0.0312214 | Time: 1912.48 ms [2021-11-19 06:43:21 main:581] : INFO : Epoch 1579 | loss: 0.0312211 | val_loss: 0.0312214 | Time: 1903.07 ms [2021-11-19 06:43:23 main:581] : INFO : Epoch 1580 | loss: 0.0312193 | val_loss: 0.031221 | Time: 1898.51 ms [2021-11-19 06:43:25 main:581] : INFO : Epoch 1581 | loss: 0.0312192 | val_loss: 0.0312207 | Time: 1904.18 ms [2021-11-19 06:43:27 main:581] : INFO : Epoch 1582 | loss: 0.031219 | val_loss: 0.0312216 | Time: 1912.2 ms [2021-11-19 06:43:29 main:581] : INFO : Epoch 1583 | loss: 0.0312219 | val_loss: 0.0312252 | Time: 1895.19 ms [2021-11-19 06:43:31 main:581] : INFO : Epoch 1584 | loss: 0.0312196 | val_loss: 0.0312223 | Time: 1892.49 ms [2021-11-19 06:43:33 main:581] : INFO : Epoch 1585 | loss: 0.0312205 | val_loss: 0.0312265 | Time: 1900.73 ms [2021-11-19 06:43:35 main:581] : INFO : Epoch 1586 | loss: 0.0312201 | val_loss: 0.0312187 | Time: 1909 ms [2021-11-19 06:43:37 main:581] : INFO : Epoch 1587 | loss: 0.0312194 | val_loss: 0.0312197 | Time: 1898.43 ms [2021-11-19 06:43:39 main:581] : INFO : Epoch 1588 | loss: 0.0312169 | val_loss: 0.0312179 | Time: 1896.8 ms [2021-11-19 06:43:40 main:581] : INFO : Epoch 1589 | loss: 0.0312177 | val_loss: 0.0312205 | Time: 1896.27 ms [2021-11-19 06:43:42 main:581] : INFO : Epoch 1590 | loss: 0.0312172 | val_loss: 0.0312184 | Time: 1900.69 ms [2021-11-19 06:43:44 main:581] : INFO : Epoch 1591 | loss: 0.0312165 | val_loss: 0.0312166 | Time: 1895.44 ms [2021-11-19 06:43:46 main:581] : INFO : Epoch 1592 | loss: 0.031216 | val_loss: 0.0312181 | Time: 1889.07 ms [2021-11-19 06:43:48 main:581] : INFO : Epoch 1593 | loss: 0.0312152 | val_loss: 0.0312169 | Time: 1909.37 ms [2021-11-19 06:43:50 main:581] : INFO : Epoch 1594 | loss: 0.0312139 | val_loss: 0.0312311 | Time: 1886.62 ms [2021-11-19 06:43:52 main:581] : INFO : Epoch 1595 | loss: 0.0312183 | val_loss: 0.0312187 | Time: 1868.59 ms [2021-11-19 06:43:54 main:581] : INFO : Epoch 1596 | loss: 0.0312171 | val_loss: 0.031219 | Time: 1879.4 ms [2021-11-19 06:43:56 main:581] : INFO : Epoch 1597 | loss: 0.0312141 | val_loss: 0.031215 | Time: 1893.47 ms [2021-11-19 06:43:57 main:581] : INFO : Epoch 1598 | loss: 0.0312127 | val_loss: 0.0312147 | Time: 1893.33 ms [2021-11-19 06:43:59 main:581] : INFO : Epoch 1599 | loss: 0.0312137 | val_loss: 0.0312142 | Time: 1877.61 ms [2021-11-19 06:44:01 main:581] : INFO : Epoch 1600 | loss: 0.0312136 | val_loss: 0.0312145 | Time: 1897.58 ms [2021-11-19 06:44:03 main:581] : INFO : Epoch 1601 | loss: 0.031214 | val_loss: 0.0312176 | Time: 1893.84 ms [2021-11-19 06:44:05 main:581] : INFO : Epoch 1602 | loss: 0.0312142 | val_loss: 0.0312152 | Time: 1918.21 ms [2021-11-19 06:44:07 main:581] : INFO : Epoch 1603 | loss: 0.0312159 | val_loss: 0.0312208 | Time: 1916.78 ms [2021-11-19 06:44:09 main:581] : INFO : Epoch 1604 | loss: 0.0312149 | val_loss: 0.0312143 | Time: 1868.9 ms [2021-11-19 06:44:11 main:581] : INFO : Epoch 1605 | loss: 0.0312157 | val_loss: 0.0312176 | Time: 1907.73 ms [2021-11-19 06:44:13 main:581] : INFO : Epoch 1606 | loss: 0.0312124 | val_loss: 0.0312138 | Time: 1885.86 ms [2021-11-19 06:44:15 main:581] : INFO : Epoch 1607 | loss: 0.0312135 | val_loss: 0.0312137 | Time: 1914.35 ms [2021-11-19 06:44:16 main:581] : INFO : Epoch 1608 | loss: 0.0312142 | val_loss: 0.0312188 | Time: 1870.98 ms [2021-11-19 06:44:18 main:581] : INFO : Epoch 1609 | loss: 0.0312128 | val_loss: 0.0312151 | Time: 1873.56 ms [2021-11-19 06:44:20 main:581] : INFO : Epoch 1610 | loss: 0.0312121 | val_loss: 0.0312143 | Time: 1872.26 ms [2021-11-19 06:44:22 main:581] : INFO : Epoch 1611 | loss: 0.0312131 | val_loss: 0.031215 | Time: 1905.67 ms [2021-11-19 06:44:24 main:581] : INFO : Epoch 1612 | loss: 0.0312122 | val_loss: 0.031215 | Time: 1922.74 ms [2021-11-19 06:44:26 main:581] : INFO : Epoch 1613 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 1894.02 ms [2021-11-19 06:44:28 main:581] : INFO : Epoch 1614 | loss: 0.0312118 | val_loss: 0.0312135 | Time: 1887.67 ms [2021-11-19 06:44:30 main:581] : INFO : Epoch 1615 | loss: 0.0312108 | val_loss: 0.031214 | Time: 1898.14 ms [2021-11-19 06:44:32 main:581] : INFO : Epoch 1616 | loss: 0.0312117 | val_loss: 0.0312133 | Time: 1885.89 ms [2021-11-19 06:44:33 main:581] : INFO : Epoch 1617 | loss: 0.0312109 | val_loss: 0.0312147 | Time: 1889.65 ms [2021-11-19 06:44:35 main:581] : INFO : Epoch 1618 | loss: 0.0312101 | val_loss: 0.0312157 | Time: 1882.35 ms [2021-11-19 06:44:37 main:581] : INFO : Epoch 1619 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 1884.85 ms [2021-11-19 06:44:39 main:581] : INFO : Epoch 1620 | loss: 0.0312106 | val_loss: 0.0312152 | Time: 1886.57 ms [2021-11-19 06:44:41 main:581] : INFO : Epoch 1621 | loss: 0.031211 | val_loss: 0.031213 | Time: 1882.82 ms [2021-11-19 06:44:43 main:581] : INFO : Epoch 1622 | loss: 0.0312104 | val_loss: 0.0312126 | Time: 1882.26 ms [2021-11-19 06:44:45 main:581] : INFO : Epoch 1623 | loss: 0.0312098 | val_loss: 0.0312153 | Time: 1907.61 ms [2021-11-19 06:44:47 main:581] : INFO : Epoch 1624 | loss: 0.0312101 | val_loss: 0.0312133 | Time: 1885.06 ms [2021-11-19 06:44:49 main:581] : INFO : Epoch 1625 | loss: 0.0312093 | val_loss: 0.0312141 | Time: 1893.58 ms [2021-11-19 06:44:50 main:581] : INFO : Epoch 1626 | loss: 0.0312104 | val_loss: 0.0312149 | Time: 1885.61 ms [2021-11-19 06:44:52 main:581] : INFO : Epoch 1627 | loss: 0.0312129 | val_loss: 0.0312144 | Time: 1874.82 ms [2021-11-19 06:44:54 main:581] : INFO : Epoch 1628 | loss: 0.0312093 | val_loss: 0.0312153 | Time: 1898.97 ms [2021-11-19 06:44:56 main:581] : INFO : Epoch 1629 | loss: 0.0312098 | val_loss: 0.0312148 | Time: 1900.14 ms [2021-11-19 06:44:58 main:581] : INFO : Epoch 1630 | loss: 0.0312125 | val_loss: 0.0312135 | Time: 1888.61 ms [2021-11-19 06:45:00 main:581] : INFO : Epoch 1631 | loss: 0.0312101 | val_loss: 0.0312131 | Time: 1891.16 ms [2021-11-19 06:45:02 main:581] : INFO : Epoch 1632 | loss: 0.0312087 | val_loss: 0.0312125 | Time: 1894.25 ms [2021-11-19 06:45:04 main:581] : INFO : Epoch 1633 | loss: 0.0312095 | val_loss: 0.0312121 | Time: 1895.36 ms [2021-11-19 06:45:06 main:581] : INFO : Epoch 1634 | loss: 0.0312125 | val_loss: 0.0312124 | Time: 1912.8 ms [2021-11-19 06:45:08 main:581] : INFO : Epoch 1635 | loss: 0.0312086 | val_loss: 0.031213 | Time: 1891.26 ms [2021-11-19 06:45:09 main:581] : INFO : Epoch 1636 | loss: 0.0312116 | val_loss: 0.0312126 | Time: 1895.34 ms [2021-11-19 06:45:11 main:581] : INFO : Epoch 1637 | loss: 0.0312117 | val_loss: 0.0312154 | Time: 1886.48 ms [2021-11-19 06:45:13 main:581] : INFO : Epoch 1638 | loss: 0.0312089 | val_loss: 0.0312118 | Time: 1891.69 ms [2021-11-19 06:45:15 main:581] : INFO : Epoch 1639 | loss: 0.0312085 | val_loss: 0.0312164 | Time: 1880.27 ms [2021-11-19 06:45:17 main:581] : INFO : Epoch 1640 | loss: 0.0312117 | val_loss: 0.031212 | Time: 1883.57 ms [2021-11-19 06:45:19 main:581] : INFO : Epoch 1641 | loss: 0.0312093 | val_loss: 0.0312141 | Time: 1875.89 ms [2021-11-19 06:45:21 main:581] : INFO : Epoch 1642 | loss: 0.031209 | val_loss: 0.0312142 | Time: 1887.03 ms [2021-11-19 06:45:23 main:581] : INFO : Epoch 1643 | loss: 0.0312082 | val_loss: 0.0312121 | Time: 1887.77 ms [2021-11-19 06:45:25 main:581] : INFO : Epoch 1644 | loss: 0.0312076 | val_loss: 0.0312124 | Time: 1894 ms [2021-11-19 06:45:26 main:581] : INFO : Epoch 1645 | loss: 0.031208 | val_loss: 0.0312117 | Time: 1900.62 ms [2021-11-19 06:45:28 main:581] : INFO : Epoch 1646 | loss: 0.031209 | val_loss: 0.0312115 | Time: 1882.04 ms [2021-11-19 06:45:30 main:581] : INFO : Epoch 1647 | loss: 0.0312087 | val_loss: 0.0312107 | Time: 1899.89 ms [2021-11-19 06:45:32 main:581] : INFO : Epoch 1648 | loss: 0.0312076 | val_loss: 0.0312102 | Time: 1901.85 ms [2021-11-19 06:45:34 main:581] : INFO : Epoch 1649 | loss: 0.031208 | val_loss: 0.0312155 | Time: 1890.81 ms [2021-11-19 06:45:36 main:581] : INFO : Epoch 1650 | loss: 0.031208 | val_loss: 0.0312102 | Time: 1924.28 ms [2021-11-19 06:45:38 main:581] : INFO : Epoch 1651 | loss: 0.0312069 | val_loss: 0.0312108 | Time: 1881.67 ms [2021-11-19 06:45:40 main:581] : INFO : Epoch 1652 | loss: 0.0312072 | val_loss: 0.0312116 | Time: 1889.14 ms [2021-11-19 06:45:42 main:581] : INFO : Epoch 1653 | loss: 0.0312085 | val_loss: 0.0312181 | Time: 1939.36 ms [2021-11-19 06:45:44 main:581] : INFO : Epoch 1654 | loss: 0.031211 | val_loss: 0.031211 | Time: 1905.83 ms [2021-11-19 06:45:45 main:581] : INFO : Epoch 1655 | loss: 0.0312091 | val_loss: 0.0312155 | Time: 1877.47 ms [2021-11-19 06:45:47 main:581] : INFO : Epoch 1656 | loss: 0.0312082 | val_loss: 0.0312117 | Time: 1924.39 ms [2021-11-19 06:45:49 main:581] : INFO : Epoch 1657 | loss: 0.0312085 | val_loss: 0.031211 | Time: 1939.85 ms [2021-11-19 06:45:51 main:581] : INFO : Epoch 1658 | loss: 0.0312075 | val_loss: 0.0312124 | Time: 1934.09 ms [2021-11-19 06:45:53 main:581] : INFO : Epoch 1659 | loss: 0.0312071 | val_loss: 0.0312118 | Time: 1924.45 ms [2021-11-19 06:45:55 main:581] : INFO : Epoch 1660 | loss: 0.0312065 | val_loss: 0.0312101 | Time: 1920.59 ms [2021-11-19 06:45:57 main:581] : INFO : Epoch 1661 | loss: 0.031206 | val_loss: 0.0312114 | Time: 1880.5 ms [2021-11-19 06:45:59 main:581] : INFO : Epoch 1662 | loss: 0.0312088 | val_loss: 0.0312106 | Time: 1883.15 ms [2021-11-19 06:46:01 main:581] : INFO : Epoch 1663 | loss: 0.031207 | val_loss: 0.03121 | Time: 1899.32 ms [2021-11-19 06:46:03 main:581] : INFO : Epoch 1664 | loss: 0.0312071 | val_loss: 0.0312129 | Time: 1880.73 ms [2021-11-19 06:46:05 main:581] : INFO : Epoch 1665 | loss: 0.0312077 | val_loss: 0.0312113 | Time: 1918.75 ms [2021-11-19 06:46:06 main:581] : INFO : Epoch 1666 | loss: 0.0312071 | val_loss: 0.0312107 | Time: 1896.37 ms [2021-11-19 06:46:08 main:581] : INFO : Epoch 1667 | loss: 0.0312079 | val_loss: 0.0312095 | Time: 1889.1 ms [2021-11-19 06:46:10 main:581] : INFO : Epoch 1668 | loss: 0.0312061 | val_loss: 0.0312115 | Time: 1909.35 ms [2021-11-19 06:46:12 main:581] : INFO : Epoch 1669 | loss: 0.0312057 | val_loss: 0.0312108 | Time: 1892.94 ms [2021-11-19 06:46:14 main:581] : INFO : Epoch 1670 | loss: 0.0312057 | val_loss: 0.0312097 | Time: 1899.25 ms [2021-11-19 06:46:16 main:581] : INFO : Epoch 1671 | loss: 0.0312049 | val_loss: 0.0312098 | Time: 1895.34 ms [2021-11-19 06:46:18 main:581] : INFO : Epoch 1672 | loss: 0.0312067 | val_loss: 0.0312123 | Time: 1889.4 ms [2021-11-19 06:46:20 main:581] : INFO : Epoch 1673 | loss: 0.031207 | val_loss: 0.031212 | Time: 1899.54 ms [2021-11-19 06:46:22 main:581] : INFO : Epoch 1674 | loss: 0.0312082 | val_loss: 0.031211 | Time: 1906.18 ms [2021-11-19 06:46:23 main:581] : INFO : Epoch 1675 | loss: 0.0312061 | val_loss: 0.0312114 | Time: 1907.37 ms [2021-11-19 06:46:25 main:581] : INFO : Epoch 1676 | loss: 0.0312055 | val_loss: 0.0312095 | Time: 1903.64 ms [2021-11-19 06:46:27 main:581] : INFO : Epoch 1677 | loss: 0.0312058 | val_loss: 0.0312132 | Time: 1942.81 ms [2021-11-19 06:46:29 main:581] : INFO : Epoch 1678 | loss: 0.0312076 | val_loss: 0.0312131 | Time: 1916.66 ms [2021-11-19 06:46:31 main:581] : INFO : Epoch 1679 | loss: 0.0312084 | val_loss: 0.0312093 | Time: 1887.95 ms [2021-11-19 06:46:33 main:581] : INFO : Epoch 1680 | loss: 0.0312073 | val_loss: 0.0312103 | Time: 1914.66 ms [2021-11-19 06:46:35 main:581] : INFO : Epoch 1681 | loss: 0.031205 | val_loss: 0.0312101 | Time: 1893.25 ms [2021-11-19 06:46:37 main:581] : INFO : Epoch 1682 | loss: 0.0312045 | val_loss: 0.0312098 | Time: 1899.09 ms [2021-11-19 06:46:39 main:581] : INFO : Epoch 1683 | loss: 0.0312056 | val_loss: 0.0312105 | Time: 1887.71 ms [2021-11-19 06:46:41 main:581] : INFO : Epoch 1684 | loss: 0.0312058 | val_loss: 0.0312095 | Time: 1903.8 ms [2021-11-19 06:46:43 main:581] : INFO : Epoch 1685 | loss: 0.031206 | val_loss: 0.0312151 | Time: 1889.07 ms [2021-11-19 06:46:44 main:581] : INFO : Epoch 1686 | loss: 0.0312084 | val_loss: 0.0312106 | Time: 1883.44 ms [2021-11-19 06:46:46 main:581] : INFO : Epoch 1687 | loss: 0.0312049 | val_loss: 0.0312093 | Time: 1898.53 ms [2021-11-19 06:46:48 main:581] : INFO : Epoch 1688 | loss: 0.0312068 | val_loss: 0.031211 | Time: 1886.31 ms [2021-11-19 06:46:50 main:581] : INFO : Epoch 1689 | loss: 0.0312053 | val_loss: 0.0312093 | Time: 1896.48 ms [2021-11-19 06:46:52 main:581] : INFO : Epoch 1690 | loss: 0.0312051 | val_loss: 0.0312093 | Time: 1884.38 ms [2021-11-19 06:46:54 main:581] : INFO : Epoch 1691 | loss: 0.0312045 | val_loss: 0.0312098 | Time: 1892.73 ms [2021-11-19 06:46:56 main:581] : INFO : Epoch 1692 | loss: 0.0312044 | val_loss: 0.0312098 | Time: 1880.86 ms [2021-11-19 06:46:58 main:581] : INFO : Epoch 1693 | loss: 0.0312063 | val_loss: 0.0312109 | Time: 1902.9 ms [2021-11-19 06:47:00 main:581] : INFO : Epoch 1694 | loss: 0.0312081 | val_loss: 0.0312086 | Time: 1913.22 ms [2021-11-19 06:47:01 main:581] : INFO : Epoch 1695 | loss: 0.0312062 | val_loss: 0.0312087 | Time: 1904.36 ms [2021-11-19 06:47:03 main:581] : INFO : Epoch 1696 | loss: 0.0312051 | val_loss: 0.0312127 | Time: 1902.59 ms [2021-11-19 06:47:05 main:581] : INFO : Epoch 1697 | loss: 0.0312063 | val_loss: 0.0312201 | Time: 1919.1 ms [2021-11-19 06:47:07 main:581] : INFO : Epoch 1698 | loss: 0.0312065 | val_loss: 0.031208 | Time: 1944.26 ms [2021-11-19 06:47:09 main:581] : INFO : Epoch 1699 | loss: 0.0312044 | val_loss: 0.0312087 | Time: 1879.69 ms [2021-11-19 06:47:11 main:581] : INFO : Epoch 1700 | loss: 0.0312044 | val_loss: 0.0312089 | Time: 1896.95 ms [2021-11-19 06:47:13 main:581] : INFO : Epoch 1701 | loss: 0.0312042 | val_loss: 0.0312095 | Time: 1873.72 ms [2021-11-19 06:47:15 main:581] : INFO : Epoch 1702 | loss: 0.0312064 | val_loss: 0.0312094 | Time: 1899.07 ms [2021-11-19 06:47:17 main:581] : INFO : Epoch 1703 | loss: 0.0312047 | val_loss: 0.0312092 | Time: 1876.62 ms [2021-11-19 06:47:19 main:581] : INFO : Epoch 1704 | loss: 0.0312057 | val_loss: 0.0312086 | Time: 1878.62 ms [2021-11-19 06:47:20 main:581] : INFO : Epoch 1705 | loss: 0.0312048 | val_loss: 0.0312126 | Time: 1892.28 ms [2021-11-19 06:47:22 main:581] : INFO : Epoch 1706 | loss: 0.0312041 | val_loss: 0.0312111 | Time: 1900.99 ms [2021-11-19 06:47:24 main:581] : INFO : Epoch 1707 | loss: 0.0312049 | val_loss: 0.0312092 | Time: 1901.07 ms [2021-11-19 06:47:26 main:581] : INFO : Epoch 1708 | loss: 0.0312037 | val_loss: 0.0312084 | Time: 1898.54 ms [2021-11-19 06:47:28 main:581] : INFO : Epoch 1709 | loss: 0.0312038 | val_loss: 0.0312078 | Time: 1882.9 ms [2021-11-19 06:47:30 main:581] : INFO : Epoch 1710 | loss: 0.0312064 | val_loss: 0.0312081 | Time: 1889.25 ms [2021-11-19 06:47:32 main:581] : INFO : Epoch 1711 | loss: 0.0312054 | val_loss: 0.0312088 | Time: 1903.29 ms [2021-11-19 06:47:34 main:581] : INFO : Epoch 1712 | loss: 0.0312043 | val_loss: 0.0312096 | Time: 1897.55 ms [2021-11-19 06:47:36 main:581] : INFO : Epoch 1713 | loss: 0.031204 | val_loss: 0.0312094 | Time: 1887.22 ms [2021-11-19 06:47:37 main:581] : INFO : Epoch 1714 | loss: 0.0312042 | val_loss: 0.0312083 | Time: 1885.8 ms [2021-11-19 06:47:39 main:581] : INFO : Epoch 1715 | loss: 0.0312033 | val_loss: 0.0312108 | Time: 1891.63 ms [2021-11-19 06:47:41 main:581] : INFO : Epoch 1716 | loss: 0.0312032 | val_loss: 0.0312076 | Time: 1900.18 ms [2021-11-19 06:47:43 main:581] : INFO : Epoch 1717 | loss: 0.0312043 | val_loss: 0.0312086 | Time: 1900.43 ms [2021-11-19 06:47:45 main:581] : INFO : Epoch 1718 | loss: 0.0312038 | val_loss: 0.031213 | Time: 1891.02 ms [2021-11-19 06:47:47 main:581] : INFO : Epoch 1719 | loss: 0.031207 | val_loss: 0.031208 | Time: 1920.09 ms [2021-11-19 06:47:49 main:581] : INFO : Epoch 1720 | loss: 0.0312065 | val_loss: 0.0312083 | Time: 1903.37 ms [2021-11-19 06:47:51 main:581] : INFO : Epoch 1721 | loss: 0.0312038 | val_loss: 0.031208 | Time: 1894.73 ms [2021-11-19 06:47:53 main:581] : INFO : Epoch 1722 | loss: 0.0312035 | val_loss: 0.0312095 | Time: 1885.25 ms [2021-11-19 06:47:55 main:581] : INFO : Epoch 1723 | loss: 0.0312031 | val_loss: 0.0312095 | Time: 1891.45 ms [2021-11-19 06:47:56 main:581] : INFO : Epoch 1724 | loss: 0.0312076 | val_loss: 0.0312159 | Time: 1886.09 ms [2021-11-19 06:47:58 main:581] : INFO : Epoch 1725 | loss: 0.0312061 | val_loss: 0.0312091 | Time: 1879.93 ms [2021-11-19 06:48:00 main:581] : INFO : Epoch 1726 | loss: 0.0312026 | val_loss: 0.0312089 | Time: 1870.69 ms [2021-11-19 06:48:02 main:581] : INFO : Epoch 1727 | loss: 0.0312038 | val_loss: 0.031209 | Time: 1882.07 ms [2021-11-19 06:48:04 main:581] : INFO : Epoch 1728 | loss: 0.0312033 | val_loss: 0.0312081 | Time: 1906.55 ms [2021-11-19 06:48:06 main:581] : INFO : Epoch 1729 | loss: 0.0312043 | val_loss: 0.0312085 | Time: 1925.24 ms [2021-11-19 06:48:08 main:581] : INFO : Epoch 1730 | loss: 0.0312031 | val_loss: 0.031209 | Time: 1879.15 ms [2021-11-19 06:48:10 main:581] : INFO : Epoch 1731 | loss: 0.031204 | val_loss: 0.0312104 | Time: 1876.24 ms [2021-11-19 06:48:12 main:581] : INFO : Epoch 1732 | loss: 0.0312037 | val_loss: 0.0312107 | Time: 1896.57 ms [2021-11-19 06:48:13 main:581] : INFO : Epoch 1733 | loss: 0.0312046 | val_loss: 0.0312061 | Time: 1910.11 ms [2021-11-19 06:48:15 main:581] : INFO : Epoch 1734 | loss: 0.0312051 | val_loss: 0.031205 | Time: 1881.57 ms [2021-11-19 06:48:17 main:581] : INFO : Epoch 1735 | loss: 0.0312046 | val_loss: 0.0312068 | Time: 1881.72 ms [2021-11-19 06:48:19 main:581] : INFO : Epoch 1736 | loss: 0.0312049 | val_loss: 0.0312054 | Time: 1871.18 ms [2021-11-19 06:48:21 main:581] : INFO : Epoch 1737 | loss: 0.0312048 | val_loss: 0.0312058 | Time: 1881.88 ms [2021-11-19 06:48:23 main:581] : INFO : Epoch 1738 | loss: 0.0312039 | val_loss: 0.0312053 | Time: 1879.79 ms [2021-11-19 06:48:25 main:581] : INFO : Epoch 1739 | loss: 0.0312035 | val_loss: 0.0312063 | Time: 1892.48 ms [2021-11-19 06:48:27 main:581] : INFO : Epoch 1740 | loss: 0.0312039 | val_loss: 0.0312066 | Time: 1898.86 ms [2021-11-19 06:48:29 main:581] : INFO : Epoch 1741 | loss: 0.031205 | val_loss: 0.0312091 | Time: 1890.38 ms [2021-11-19 06:48:30 main:581] : INFO : Epoch 1742 | loss: 0.0312049 | val_loss: 0.0312051 | Time: 1883.8 ms [2021-11-19 06:48:32 main:581] : INFO : Epoch 1743 | loss: 0.0312035 | val_loss: 0.0312062 | Time: 1898.1 ms [2021-11-19 06:48:34 main:581] : INFO : Epoch 1744 | loss: 0.0312037 | val_loss: 0.031208 | Time: 1900.97 ms [2021-11-19 06:48:36 main:581] : INFO : Epoch 1745 | loss: 0.0312056 | val_loss: 0.0312047 | Time: 1874.64 ms [2021-11-19 06:48:38 main:581] : INFO : Epoch 1746 | loss: 0.0312058 | val_loss: 0.031208 | Time: 1893.46 ms [2021-11-19 06:48:40 main:581] : INFO : Epoch 1747 | loss: 0.0312045 | val_loss: 0.0312177 | Time: 1880.47 ms [2021-11-19 06:48:42 main:581] : INFO : Epoch 1748 | loss: 0.0312076 | val_loss: 0.0312055 | Time: 1891.19 ms [2021-11-19 06:48:44 main:581] : INFO : Epoch 1749 | loss: 0.031206 | val_loss: 0.0312069 | Time: 1886.26 ms [2021-11-19 06:48:46 main:581] : INFO : Epoch 1750 | loss: 0.0312057 | val_loss: 0.0312129 | Time: 1899.28 ms [2021-11-19 06:48:47 main:581] : INFO : Epoch 1751 | loss: 0.0312058 | val_loss: 0.0312036 | Time: 1893.08 ms [2021-11-19 06:48:49 main:581] : INFO : Epoch 1752 | loss: 0.0312033 | val_loss: 0.0312033 | Time: 1881.08 ms [2021-11-19 06:48:51 main:581] : INFO : Epoch 1753 | loss: 0.0312037 | val_loss: 0.0312042 | Time: 1899.63 ms [2021-11-19 06:48:53 main:581] : INFO : Epoch 1754 | loss: 0.0312041 | val_loss: 0.0312041 | Time: 1878.46 ms [2021-11-19 06:48:55 main:581] : INFO : Epoch 1755 | loss: 0.0312032 | val_loss: 0.0312044 | Time: 1907.02 ms [2021-11-19 06:48:57 main:581] : INFO : Epoch 1756 | loss: 0.0312035 | val_loss: 0.0312058 | Time: 1888.15 ms [2021-11-19 06:48:59 main:581] : INFO : Epoch 1757 | loss: 0.031203 | val_loss: 0.0312063 | Time: 1881.01 ms [2021-11-19 06:49:01 main:581] : INFO : Epoch 1758 | loss: 0.0312047 | val_loss: 0.031208 | Time: 1909.6 ms [2021-11-19 06:49:03 main:581] : INFO : Epoch 1759 | loss: 0.0312042 | val_loss: 0.0312049 | Time: 1888.46 ms [2021-11-19 06:49:05 main:581] : INFO : Epoch 1760 | loss: 0.031202 | val_loss: 0.0312047 | Time: 1926.63 ms [2021-11-19 06:49:06 main:581] : INFO : Epoch 1761 | loss: 0.0312023 | val_loss: 0.0312075 | Time: 1897.47 ms [2021-11-19 06:49:08 main:581] : INFO : Epoch 1762 | loss: 0.0312019 | val_loss: 0.0312052 | Time: 1889.15 ms [2021-11-19 06:49:10 main:581] : INFO : Epoch 1763 | loss: 0.0312026 | val_loss: 0.0312052 | Time: 1904.97 ms [2021-11-19 06:49:12 main:581] : INFO : Epoch 1764 | loss: 0.0312031 | val_loss: 0.031209 | Time: 1899.23 ms [2021-11-19 06:49:14 main:581] : INFO : Epoch 1765 | loss: 0.0312021 | val_loss: 0.0312045 | Time: 1900.71 ms [2021-11-19 06:49:16 main:581] : INFO : Epoch 1766 | loss: 0.0312015 | val_loss: 0.0312045 | Time: 1907.22 ms [2021-11-19 06:49:18 main:581] : INFO : Epoch 1767 | loss: 0.0312014 | val_loss: 0.0312046 | Time: 1892.09 ms [2021-11-19 06:49:20 main:581] : INFO : Epoch 1768 | loss: 0.0312013 | val_loss: 0.031205 | Time: 1897.71 ms [2021-11-19 06:49:22 main:581] : INFO : Epoch 1769 | loss: 0.031201 | val_loss: 0.0312066 | Time: 1885.87 ms [2021-11-19 06:49:24 main:581] : INFO : Epoch 1770 | loss: 0.0312035 | val_loss: 0.0312034 | Time: 1906.65 ms [2021-11-19 06:49:25 main:581] : INFO : Epoch 1771 | loss: 0.0312022 | val_loss: 0.0312083 | Time: 1892.62 ms [2021-11-19 06:49:27 main:581] : INFO : Epoch 1772 | loss: 0.0312016 | val_loss: 0.0312041 | Time: 1893.14 ms [2021-11-19 06:49:29 main:581] : INFO : Epoch 1773 | loss: 0.0312017 | val_loss: 0.0312049 | Time: 1889.77 ms [2021-11-19 06:49:31 main:581] : INFO : Epoch 1774 | loss: 0.0312034 | val_loss: 0.0312051 | Time: 1902.16 ms [2021-11-19 06:49:33 main:581] : INFO : Epoch 1775 | loss: 0.0312028 | val_loss: 0.0312042 | Time: 1913.38 ms [2021-11-19 06:49:35 main:581] : INFO : Epoch 1776 | loss: 0.031201 | val_loss: 0.0312069 | Time: 1912.67 ms [2021-11-19 06:49:37 main:581] : INFO : Epoch 1777 | loss: 0.0312014 | val_loss: 0.0312052 | Time: 1895.03 ms [2021-11-19 06:49:39 main:581] : INFO : Epoch 1778 | loss: 0.0312006 | val_loss: 0.0312087 | Time: 1883.44 ms [2021-11-19 06:49:41 main:581] : INFO : Epoch 1779 | loss: 0.0312002 | val_loss: 0.0312061 | Time: 1903 ms [2021-11-19 06:49:42 main:581] : INFO : Epoch 1780 | loss: 0.0312005 | val_loss: 0.0312062 | Time: 1895.49 ms [2021-11-19 06:49:44 main:581] : INFO : Epoch 1781 | loss: 0.0312 | val_loss: 0.0312043 | Time: 1916.08 ms [2021-11-19 06:49:46 main:581] : INFO : Epoch 1782 | loss: 0.0312 | val_loss: 0.0312051 | Time: 1911.72 ms [2021-11-19 06:49:48 main:581] : INFO : Epoch 1783 | loss: 0.0311992 | val_loss: 0.0312049 | Time: 1902.9 ms [2021-11-19 06:49:50 main:581] : INFO : Epoch 1784 | loss: 0.0312012 | val_loss: 0.031206 | Time: 1907.02 ms [2021-11-19 06:49:52 main:581] : INFO : Epoch 1785 | loss: 0.0312002 | val_loss: 0.0312053 | Time: 1929.4 ms [2021-11-19 06:49:54 main:581] : INFO : Epoch 1786 | loss: 0.0312002 | val_loss: 0.0312042 | Time: 1921.19 ms [2021-11-19 06:49:56 main:581] : INFO : Epoch 1787 | loss: 0.0312038 | val_loss: 0.0312124 | Time: 1889.26 ms [2021-11-19 06:49:58 main:581] : INFO : Epoch 1788 | loss: 0.0312056 | val_loss: 0.0312113 | Time: 1893.3 ms [2021-11-19 06:50:00 main:581] : INFO : Epoch 1789 | loss: 0.0312028 | val_loss: 0.0312084 | Time: 1888.16 ms [2021-11-19 06:50:02 main:581] : INFO : Epoch 1790 | loss: 0.0312012 | val_loss: 0.0312049 | Time: 1921.02 ms [2021-11-19 06:50:03 main:581] : INFO : Epoch 1791 | loss: 0.0312005 | val_loss: 0.031205 | Time: 1921.15 ms [2021-11-19 06:50:05 main:581] : INFO : Epoch 1792 | loss: 0.0312006 | val_loss: 0.0312068 | Time: 1910.4 ms [2021-11-19 06:50:07 main:581] : INFO : Epoch 1793 | loss: 0.0312022 | val_loss: 0.031205 | Time: 1897.87 ms [2021-11-19 06:50:09 main:581] : INFO : Epoch 1794 | loss: 0.0311989 | val_loss: 0.0312032 | Time: 1898.44 ms [2021-11-19 06:50:11 main:581] : INFO : Epoch 1795 | loss: 0.0311993 | val_loss: 0.0312026 | Time: 1922.34 ms [2021-11-19 06:50:13 main:581] : INFO : Epoch 1796 | loss: 0.0311984 | val_loss: 0.0312048 | Time: 1900.61 ms [2021-11-19 06:50:15 main:581] : INFO : Epoch 1797 | loss: 0.0312003 | val_loss: 0.0312078 | Time: 1899.92 ms [2021-11-19 06:50:17 main:581] : INFO : Epoch 1798 | loss: 0.0311992 | val_loss: 0.0312046 | Time: 1914.17 ms [2021-11-19 06:50:19 main:581] : INFO : Epoch 1799 | loss: 0.031199 | val_loss: 0.0312038 | Time: 1913.45 ms [2021-11-19 06:50:21 main:581] : INFO : Epoch 1800 | loss: 0.031198 | val_loss: 0.0312042 | Time: 1903.41 ms [2021-11-19 06:50:23 main:581] : INFO : Epoch 1801 | loss: 0.0311992 | val_loss: 0.0312065 | Time: 1910.74 ms [2021-11-19 06:50:24 main:581] : INFO : Epoch 1802 | loss: 0.0311991 | val_loss: 0.0312042 | Time: 1908.14 ms [2021-11-19 06:50:26 main:581] : INFO : Epoch 1803 | loss: 0.0311978 | val_loss: 0.0312051 | Time: 1905.95 ms [2021-11-19 06:50:28 main:581] : INFO : Epoch 1804 | loss: 0.0311974 | val_loss: 0.0312037 | Time: 1899.4 ms [2021-11-19 06:50:30 main:581] : INFO : Epoch 1805 | loss: 0.0311977 | val_loss: 0.0312054 | Time: 1910.33 ms [2021-11-19 06:50:32 main:581] : INFO : Epoch 1806 | loss: 0.0311985 | val_loss: 0.0312089 | Time: 1918.26 ms [2021-11-19 06:50:34 main:581] : INFO : Epoch 1807 | loss: 0.0311983 | val_loss: 0.0312058 | Time: 1919.49 ms [2021-11-19 06:50:36 main:581] : INFO : Epoch 1808 | loss: 0.0311981 | val_loss: 0.0312079 | Time: 1902.23 ms [2021-11-19 06:50:38 main:581] : INFO : Epoch 1809 | loss: 0.0311996 | val_loss: 0.0312109 | Time: 1910.18 ms [2021-11-19 06:50:40 main:581] : INFO : Epoch 1810 | loss: 0.0311992 | val_loss: 0.0312053 | Time: 1901.14 ms [2021-11-19 06:50:42 main:581] : INFO : Epoch 1811 | loss: 0.0311982 | val_loss: 0.031203 | Time: 1901.94 ms [2021-11-19 06:50:44 main:581] : INFO : Epoch 1812 | loss: 0.0312013 | val_loss: 0.0312011 | Time: 1888.56 ms [2021-11-19 06:50:45 main:581] : INFO : Epoch 1813 | loss: 0.031201 | val_loss: 0.031205 | Time: 1886.98 ms [2021-11-19 06:50:47 main:581] : INFO : Epoch 1814 | loss: 0.0311992 | val_loss: 0.0312046 | Time: 1917.38 ms [2021-11-19 06:50:49 main:581] : INFO : Epoch 1815 | loss: 0.0311978 | val_loss: 0.0312036 | Time: 1965.11 ms [2021-11-19 06:50:52 main:581] : INFO : Epoch 1816 | loss: 0.0311976 | val_loss: 0.0312072 | Time: 2214.17 ms [2021-11-19 06:50:53 main:581] : INFO : Epoch 1817 | loss: 0.0311974 | val_loss: 0.0312044 | Time: 1897.4 ms [2021-11-19 06:50:55 main:581] : INFO : Epoch 1818 | loss: 0.0311996 | val_loss: 0.0312048 | Time: 1904.83 ms [2021-11-19 06:50:57 main:581] : INFO : Epoch 1819 | loss: 0.0311986 | val_loss: 0.0312019 | Time: 1888.76 ms [2021-11-19 06:50:59 main:581] : INFO : Epoch 1820 | loss: 0.0311974 | val_loss: 0.0312069 | Time: 1920.88 ms [2021-11-19 06:51:01 main:581] : INFO : Epoch 1821 | loss: 0.0311991 | val_loss: 0.0312036 | Time: 1883.08 ms [2021-11-19 06:51:03 main:581] : INFO : Epoch 1822 | loss: 0.0311975 | val_loss: 0.0312054 | Time: 1882.31 ms [2021-11-19 06:51:05 main:581] : INFO : Epoch 1823 | loss: 0.0311973 | val_loss: 0.0312039 | Time: 1906.83 ms [2021-11-19 06:51:07 main:581] : INFO : Epoch 1824 | loss: 0.0311987 | val_loss: 0.0312062 | Time: 1885.1 ms [2021-11-19 06:51:09 main:581] : INFO : Epoch 1825 | loss: 0.0312071 | val_loss: 0.0312107 | Time: 1888.52 ms [2021-11-19 06:51:10 main:581] : INFO : Epoch 1826 | loss: 0.0312038 | val_loss: 0.0312037 | Time: 1900.62 ms [2021-11-19 06:51:12 main:581] : INFO : Epoch 1827 | loss: 0.0311977 | val_loss: 0.0312028 | Time: 1892.17 ms [2021-11-19 06:51:14 main:581] : INFO : Epoch 1828 | loss: 0.0311966 | val_loss: 0.0312037 | Time: 1907.43 ms [2021-11-19 06:51:16 main:581] : INFO : Epoch 1829 | loss: 0.0311983 | val_loss: 0.0312054 | Time: 1911.96 ms [2021-11-19 06:51:18 main:581] : INFO : Epoch 1830 | loss: 0.0311966 | val_loss: 0.0312031 | Time: 1892.61 ms [2021-11-19 06:51:20 main:581] : INFO : Epoch 1831 | loss: 0.0311967 | val_loss: 0.0312035 | Time: 1899.17 ms [2021-11-19 06:51:22 main:581] : INFO : Epoch 1832 | loss: 0.0311961 | val_loss: 0.0312023 | Time: 1890.78 ms [2021-11-19 06:51:24 main:581] : INFO : Epoch 1833 | loss: 0.0311968 | val_loss: 0.0312036 | Time: 1928.33 ms [2021-11-19 06:51:26 main:581] : INFO : Epoch 1834 | loss: 0.0311963 | val_loss: 0.0312032 | Time: 1898.53 ms [2021-11-19 06:51:28 main:581] : INFO : Epoch 1835 | loss: 0.0311973 | val_loss: 0.0312017 | Time: 1903.8 ms [2021-11-19 06:51:30 main:581] : INFO : Epoch 1836 | loss: 0.0311958 | val_loss: 0.0312038 | Time: 1900.28 ms [2021-11-19 06:51:31 main:581] : INFO : Epoch 1837 | loss: 0.0311955 | val_loss: 0.0312037 | Time: 1913.97 ms [2021-11-19 06:51:33 main:581] : INFO : Epoch 1838 | loss: 0.031197 | val_loss: 0.031202 | Time: 1926.28 ms [2021-11-19 06:51:35 main:581] : INFO : Epoch 1839 | loss: 0.0311969 | val_loss: 0.0312061 | Time: 1903.13 ms [2021-11-19 06:51:37 main:581] : INFO : Epoch 1840 | loss: 0.0311985 | val_loss: 0.0312031 | Time: 1895.57 ms [2021-11-19 06:51:39 main:581] : INFO : Epoch 1841 | loss: 0.0311964 | val_loss: 0.0312042 | Time: 1885.38 ms [2021-11-19 06:51:41 main:581] : INFO : Epoch 1842 | loss: 0.0311956 | val_loss: 0.0312025 | Time: 1895.73 ms [2021-11-19 06:51:43 main:581] : INFO : Epoch 1843 | loss: 0.0311969 | val_loss: 0.0312032 | Time: 1906.98 ms [2021-11-19 06:51:45 main:581] : INFO : Epoch 1844 | loss: 0.0312006 | val_loss: 0.031203 | Time: 1895.51 ms [2021-11-19 06:51:47 main:581] : INFO : Epoch 1845 | loss: 0.031199 | val_loss: 0.0312028 | Time: 1905 ms [2021-11-19 06:51:49 main:581] : INFO : Epoch 1846 | loss: 0.0312007 | val_loss: 0.0312009 | Time: 1903.27 ms [2021-11-19 06:51:50 main:581] : INFO : Epoch 1847 | loss: 0.0312019 | val_loss: 0.0312017 | Time: 1892.74 ms [2021-11-19 06:51:52 main:581] : INFO : Epoch 1848 | loss: 0.0311987 | val_loss: 0.0312075 | Time: 1899.22 ms [2021-11-19 06:51:54 main:581] : INFO : Epoch 1849 | loss: 0.0311994 | val_loss: 0.0312059 | Time: 1891.3 ms [2021-11-19 06:51:56 main:581] : INFO : Epoch 1850 | loss: 0.0311978 | val_loss: 0.0312018 | Time: 1879.33 ms [2021-11-19 06:51:58 main:581] : INFO : Epoch 1851 | loss: 0.0311969 | val_loss: 0.031203 | Time: 1901.77 ms [2021-11-19 06:52:00 main:581] : INFO : Epoch 1852 | loss: 0.0311968 | val_loss: 0.0312032 | Time: 1891.37 ms [2021-11-19 06:52:02 main:581] : INFO : Epoch 1853 | loss: 0.0311974 | val_loss: 0.0312034 | Time: 1899.89 ms [2021-11-19 06:52:04 main:581] : INFO : Epoch 1854 | loss: 0.0311989 | val_loss: 0.0312047 | Time: 1919.07 ms [2021-11-19 06:52:06 main:581] : INFO : Epoch 1855 | loss: 0.0311981 | val_loss: 0.0312008 | Time: 1913.4 ms [2021-11-19 06:52:08 main:581] : INFO : Epoch 1856 | loss: 0.0311969 | val_loss: 0.0312017 | Time: 1880.85 ms [2021-11-19 06:52:09 main:581] : INFO : Epoch 1857 | loss: 0.0311953 | val_loss: 0.0312013 | Time: 1886.84 ms [2021-11-19 06:52:11 main:581] : INFO : Epoch 1858 | loss: 0.0311959 | val_loss: 0.0312029 | Time: 1902.29 ms [2021-11-19 06:52:13 main:581] : INFO : Epoch 1859 | loss: 0.0311963 | val_loss: 0.0312015 | Time: 1903.07 ms [2021-11-19 06:52:15 main:581] : INFO : Epoch 1860 | loss: 0.031196 | val_loss: 0.0312006 | Time: 1892.22 ms [2021-11-19 06:52:17 main:581] : INFO : Epoch 1861 | loss: 0.0311958 | val_loss: 0.0312029 | Time: 1908.88 ms [2021-11-19 06:52:19 main:581] : INFO : Epoch 1862 | loss: 0.0311964 | val_loss: 0.0312024 | Time: 1893.03 ms [2021-11-19 06:52:21 main:581] : INFO : Epoch 1863 | loss: 0.0311957 | val_loss: 0.0312111 | Time: 1885.93 ms [2021-11-19 06:52:23 main:581] : INFO : Epoch 1864 | loss: 0.0311961 | val_loss: 0.0312038 | Time: 1889.58 ms [2021-11-19 06:52:25 main:581] : INFO : Epoch 1865 | loss: 0.0311971 | val_loss: 0.0312027 | Time: 1883.7 ms [2021-11-19 06:52:26 main:581] : INFO : Epoch 1866 | loss: 0.0311978 | val_loss: 0.0311985 | Time: 1896.4 ms [2021-11-19 06:52:28 main:581] : INFO : Epoch 1867 | loss: 0.0311967 | val_loss: 0.0312025 | Time: 1881.2 ms [2021-11-19 06:52:30 main:581] : INFO : Epoch 1868 | loss: 0.0311967 | val_loss: 0.0311996 | Time: 1898.13 ms [2021-11-19 06:52:32 main:581] : INFO : Epoch 1869 | loss: 0.0311968 | val_loss: 0.031201 | Time: 1897.47 ms [2021-11-19 06:52:34 main:581] : INFO : Epoch 1870 | loss: 0.0311948 | val_loss: 0.0312025 | Time: 1889.87 ms [2021-11-19 06:52:36 main:581] : INFO : Epoch 1871 | loss: 0.0311947 | val_loss: 0.0312017 | Time: 1891.67 ms [2021-11-19 06:52:38 main:581] : INFO : Epoch 1872 | loss: 0.0311953 | val_loss: 0.0312028 | Time: 1929.4 ms [2021-11-19 06:52:40 main:581] : INFO : Epoch 1873 | loss: 0.0311949 | val_loss: 0.0312031 | Time: 1907.01 ms [2021-11-19 06:52:42 main:581] : INFO : Epoch 1874 | loss: 0.0311958 | val_loss: 0.0312012 | Time: 1869.69 ms [2021-11-19 06:52:44 main:581] : INFO : Epoch 1875 | loss: 0.0311963 | val_loss: 0.031201 | Time: 1887.99 ms [2021-11-19 06:52:45 main:581] : INFO : Epoch 1876 | loss: 0.0311958 | val_loss: 0.0312027 | Time: 1874.53 ms [2021-11-19 06:52:47 main:581] : INFO : Epoch 1877 | loss: 0.0311958 | val_loss: 0.0312019 | Time: 1911.48 ms [2021-11-19 06:52:49 main:581] : INFO : Epoch 1878 | loss: 0.0311948 | val_loss: 0.0312019 | Time: 1903.43 ms [2021-11-19 06:52:51 main:581] : INFO : Epoch 1879 | loss: 0.0311952 | val_loss: 0.0312011 | Time: 1899.07 ms [2021-11-19 06:52:53 main:581] : INFO : Epoch 1880 | loss: 0.0311948 | val_loss: 0.0312027 | Time: 1892.68 ms [2021-11-19 06:52:55 main:581] : INFO : Epoch 1881 | loss: 0.0311953 | val_loss: 0.0312021 | Time: 1889.65 ms [2021-11-19 06:52:57 main:581] : INFO : Epoch 1882 | loss: 0.031194 | val_loss: 0.0312031 | Time: 1884.22 ms [2021-11-19 06:52:59 main:581] : INFO : Epoch 1883 | loss: 0.0311937 | val_loss: 0.0312037 | Time: 1880.27 ms [2021-11-19 06:53:01 main:581] : INFO : Epoch 1884 | loss: 0.0311936 | val_loss: 0.0312046 | Time: 1881.2 ms [2021-11-19 06:53:02 main:581] : INFO : Epoch 1885 | loss: 0.0311943 | val_loss: 0.0312051 | Time: 1878.06 ms [2021-11-19 06:53:04 main:581] : INFO : Epoch 1886 | loss: 0.031197 | val_loss: 0.0312024 | Time: 1939.89 ms [2021-11-19 06:53:06 main:581] : INFO : Epoch 1887 | loss: 0.0311953 | val_loss: 0.0312023 | Time: 1921.16 ms [2021-11-19 06:53:08 main:581] : INFO : Epoch 1888 | loss: 0.0311963 | val_loss: 0.0312009 | Time: 1893.36 ms [2021-11-19 06:53:10 main:581] : INFO : Epoch 1889 | loss: 0.0311942 | val_loss: 0.0312 | Time: 1905.88 ms [2021-11-19 06:53:12 main:581] : INFO : Epoch 1890 | loss: 0.0311933 | val_loss: 0.0312016 | Time: 1895.25 ms [2021-11-19 06:53:14 main:581] : INFO : Epoch 1891 | loss: 0.0311933 | val_loss: 0.0312003 | Time: 1891.44 ms [2021-11-19 06:53:16 main:581] : INFO : Epoch 1892 | loss: 0.0311944 | val_loss: 0.0312029 | Time: 1894.25 ms [2021-11-19 06:53:18 main:581] : INFO : Epoch 1893 | loss: 0.0311978 | val_loss: 0.0312016 | Time: 1877.51 ms [2021-11-19 06:53:20 main:581] : INFO : Epoch 1894 | loss: 0.0311945 | val_loss: 0.0312015 | Time: 1882.54 ms [2021-11-19 06:53:21 main:581] : INFO : Epoch 1895 | loss: 0.0311937 | val_loss: 0.0312027 | Time: 1877.34 ms [2021-11-19 06:53:23 main:581] : INFO : Epoch 1896 | loss: 0.0311939 | val_loss: 0.0312011 | Time: 1883.6 ms [2021-11-19 06:53:25 main:581] : INFO : Epoch 1897 | loss: 0.0311923 | val_loss: 0.0312028 | Time: 1872.54 ms [2021-11-19 06:53:27 main:581] : INFO : Epoch 1898 | loss: 0.0311936 | val_loss: 0.0312002 | Time: 1889.43 ms [2021-11-19 06:53:29 main:581] : INFO : Epoch 1899 | loss: 0.0311939 | val_loss: 0.0312015 | Time: 1886.92 ms [2021-11-19 06:53:31 main:581] : INFO : Epoch 1900 | loss: 0.0311945 | val_loss: 0.0312031 | Time: 1895.09 ms [2021-11-19 06:53:33 main:581] : INFO : Epoch 1901 | loss: 0.0311947 | val_loss: 0.0312022 | Time: 1888.55 ms [2021-11-19 06:53:35 main:581] : INFO : Epoch 1902 | loss: 0.0311943 | val_loss: 0.0312029 | Time: 1894.21 ms [2021-11-19 06:53:36 main:581] : INFO : Epoch 1903 | loss: 0.0311978 | val_loss: 0.0312124 | Time: 1886 ms [2021-11-19 06:53:38 main:581] : INFO : Epoch 1904 | loss: 0.0312001 | val_loss: 0.0312011 | Time: 1882.62 ms [2021-11-19 06:53:40 main:581] : INFO : Epoch 1905 | loss: 0.0311953 | val_loss: 0.0312004 | Time: 1887.88 ms [2021-11-19 06:53:42 main:581] : INFO : Epoch 1906 | loss: 0.0311933 | val_loss: 0.0312005 | Time: 1911.99 ms [2021-11-19 06:53:44 main:581] : INFO : Epoch 1907 | loss: 0.031192 | val_loss: 0.0312014 | Time: 1890.59 ms [2021-11-19 06:53:46 main:581] : INFO : Epoch 1908 | loss: 0.0311937 | val_loss: 0.0312051 | Time: 1885.96 ms [2021-11-19 06:53:48 main:581] : INFO : Epoch 1909 | loss: 0.0311948 | val_loss: 0.0312017 | Time: 1888.81 ms [2021-11-19 06:53:50 main:581] : INFO : Epoch 1910 | loss: 0.031195 | val_loss: 0.0312036 | Time: 1887.86 ms [2021-11-19 06:53:52 main:581] : INFO : Epoch 1911 | loss: 0.0311954 | val_loss: 0.0311997 | Time: 1872.18 ms [2021-11-19 06:53:53 main:581] : INFO : Epoch 1912 | loss: 0.0311947 | val_loss: 0.0312016 | Time: 1875.63 ms [2021-11-19 06:53:55 main:581] : INFO : Epoch 1913 | loss: 0.031192 | val_loss: 0.0312002 | Time: 1888.61 ms [2021-11-19 06:53:57 main:581] : INFO : Epoch 1914 | loss: 0.0311935 | val_loss: 0.0312042 | Time: 1894.1 ms [2021-11-19 06:53:59 main:581] : INFO : Epoch 1915 | loss: 0.031196 | val_loss: 0.0311991 | Time: 1887.69 ms [2021-11-19 06:54:01 main:581] : INFO : Epoch 1916 | loss: 0.0311946 | val_loss: 0.0312064 | Time: 1875.69 ms [2021-11-19 06:54:03 main:581] : INFO : Epoch 1917 | loss: 0.0311951 | val_loss: 0.0311986 | Time: 1880.33 ms [2021-11-19 06:54:05 main:581] : INFO : Epoch 1918 | loss: 0.0311927 | val_loss: 0.0312003 | Time: 1888.04 ms [2021-11-19 06:54:07 main:581] : INFO : Epoch 1919 | loss: 0.0311951 | val_loss: 0.0312004 | Time: 1867.39 ms [2021-11-19 06:54:09 main:581] : INFO : Epoch 1920 | loss: 0.0311936 | val_loss: 0.0312013 | Time: 1889.9 ms [2021-11-19 06:54:10 main:581] : INFO : Epoch 1921 | loss: 0.0311936 | val_loss: 0.0312031 | Time: 1889.31 ms [2021-11-19 06:54:12 main:581] : INFO : Epoch 1922 | loss: 0.0311938 | val_loss: 0.0312003 | Time: 1874.99 ms [2021-11-19 06:54:14 main:581] : INFO : Epoch 1923 | loss: 0.0311942 | val_loss: 0.0312048 | Time: 1891.93 ms [2021-11-19 06:54:16 main:581] : INFO : Epoch 1924 | loss: 0.0311938 | val_loss: 0.0312037 | Time: 1879.95 ms [2021-11-19 06:54:18 main:581] : INFO : Epoch 1925 | loss: 0.0311941 | val_loss: 0.0312007 | Time: 1885.64 ms [2021-11-19 06:54:20 main:581] : INFO : Epoch 1926 | loss: 0.0311936 | val_loss: 0.0312043 | Time: 1890.89 ms [2021-11-19 06:54:22 main:581] : INFO : Epoch 1927 | loss: 0.0311943 | val_loss: 0.0312036 | Time: 1880.32 ms [2021-11-19 06:54:24 main:581] : INFO : Epoch 1928 | loss: 0.0312003 | val_loss: 0.0312195 | Time: 1903.97 ms [2021-11-19 06:54:26 main:581] : INFO : Epoch 1929 | loss: 0.0312151 | val_loss: 0.0312259 | Time: 1904.28 ms [2021-11-19 06:54:27 main:581] : INFO : Epoch 1930 | loss: 0.0312159 | val_loss: 0.0312327 | Time: 1904.48 ms [2021-11-19 06:54:29 main:581] : INFO : Epoch 1931 | loss: 0.0312263 | val_loss: 0.031261 | Time: 1906.56 ms [2021-11-19 06:54:31 main:581] : INFO : Epoch 1932 | loss: 0.031519 | val_loss: 0.0313378 | Time: 1889.28 ms [2021-11-19 06:54:33 main:581] : INFO : Epoch 1933 | loss: 0.0312966 | val_loss: 0.0312321 | Time: 1898.55 ms [2021-11-19 06:54:35 main:581] : INFO : Epoch 1934 | loss: 0.0312262 | val_loss: 0.0312061 | Time: 1929.24 ms [2021-11-19 06:54:37 main:581] : INFO : Epoch 1935 | loss: 0.0312073 | val_loss: 0.0312006 | Time: 1922.08 ms [2021-11-19 06:54:39 main:581] : INFO : Epoch 1936 | loss: 0.0312021 | val_loss: 0.0311997 | Time: 1916.4 ms [2021-11-19 06:54:41 main:581] : INFO : Epoch 1937 | loss: 0.0312018 | val_loss: 0.0311983 | Time: 1915.94 ms [2021-11-19 06:54:43 main:581] : INFO : Epoch 1938 | loss: 0.0312009 | val_loss: 0.031198 | Time: 1915.81 ms [2021-11-19 06:54:45 main:581] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 1895.05 ms [2021-11-19 06:54:47 main:581] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 1869.33 ms [2021-11-19 06:54:48 main:581] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 1870.3 ms [2021-11-19 06:54:50 main:581] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 1902.03 ms [2021-11-19 06:54:52 main:581] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 1872.28 ms [2021-11-19 06:54:54 main:581] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 1865.85 ms [2021-11-19 06:54:56 main:581] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 1871.43 ms [2021-11-19 06:54:58 main:581] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 1876.78 ms [2021-11-19 06:55:00 main:581] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 1869.62 ms [2021-11-19 06:55:02 main:581] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 1869.05 ms [2021-11-19 06:55:03 main:581] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 1879.52 ms [2021-11-19 06:55:05 main:581] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 1906.58 ms [2021-11-19 06:55:07 main:581] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 1901.48 ms [2021-11-19 06:55:09 main:581] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 1894.99 ms [2021-11-19 06:55:11 main:581] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 1874.72 ms [2021-11-19 06:55:13 main:581] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 1889 ms [2021-11-19 06:55:15 main:581] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 1885.13 ms [2021-11-19 06:55:17 main:581] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 1888.79 ms [2021-11-19 06:55:19 main:581] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 1878.74 ms [2021-11-19 06:55:20 main:581] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 1895.79 ms [2021-11-19 06:55:22 main:581] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 1894.69 ms [2021-11-19 06:55:24 main:581] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 1898.93 ms [2021-11-19 06:55:26 main:581] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 1873.3 ms [2021-11-19 06:55:28 main:581] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 1873.34 ms [2021-11-19 06:55:30 main:581] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 1893.24 ms [2021-11-19 06:55:32 main:581] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 1886.08 ms [2021-11-19 06:55:34 main:581] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 1890.92 ms [2021-11-19 06:55:36 main:581] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 1886.02 ms [2021-11-19 06:55:37 main:581] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 1889.18 ms [2021-11-19 06:55:39 main:581] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 1874.56 ms [2021-11-19 06:55:41 main:581] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 1884.61 ms [2021-11-19 06:55:43 main:581] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 1876.36 ms [2021-11-19 06:55:45 main:581] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 1890.13 ms [2021-11-19 06:55:47 main:581] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 1891.37 ms [2021-11-19 06:55:49 main:581] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 1914.44 ms [2021-11-19 06:55:51 main:581] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 1991.09 ms [2021-11-19 06:55:53 main:581] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 1888.46 ms [2021-11-19 06:55:55 main:581] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 1898.05 ms [2021-11-19 06:55:56 main:581] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 1890.78 ms [2021-11-19 06:55:58 main:581] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 1871.18 ms [2021-11-19 06:56:00 main:581] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 1882.68 ms [2021-11-19 06:56:02 main:581] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 1881.8 ms [2021-11-19 06:56:04 main:581] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 1880.96 ms [2021-11-19 06:56:06 main:581] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 1886.77 ms [2021-11-19 06:56:08 main:581] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 1881.45 ms [2021-11-19 06:56:10 main:581] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 1879.15 ms [2021-11-19 06:56:11 main:581] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 1893.91 ms [2021-11-19 06:56:13 main:581] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 1866.56 ms [2021-11-19 06:56:15 main:581] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 1875.47 ms [2021-11-19 06:56:17 main:581] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 1893.24 ms [2021-11-19 06:56:19 main:581] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 1881.38 ms [2021-11-19 06:56:21 main:581] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 1879.54 ms [2021-11-19 06:56:23 main:581] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 1882.52 ms [2021-11-19 06:56:25 main:581] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 1893.36 ms [2021-11-19 06:56:27 main:581] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 1881.43 ms [2021-11-19 06:56:28 main:581] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 1902.41 ms [2021-11-19 06:56:30 main:581] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 1899.22 ms [2021-11-19 06:56:32 main:581] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 1889.78 ms [2021-11-19 06:56:34 main:581] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 1894.7 ms [2021-11-19 06:56:36 main:581] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 1911.9 ms [2021-11-19 06:56:38 main:581] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 1897.35 ms [2021-11-19 06:56:40 main:581] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 1881.92 ms [2021-11-19 06:56:42 main:581] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 1888.08 ms [2021-11-19 06:56:44 main:581] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 1886.59 ms [2021-11-19 06:56:45 main:581] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 1885.11 ms [2021-11-19 06:56:47 main:581] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 1872.61 ms [2021-11-19 06:56:49 main:581] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 1887.9 ms [2021-11-19 06:56:51 main:581] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 1871.39 ms [2021-11-19 06:56:53 main:581] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 1876.03 ms [2021-11-19 06:56:55 main:581] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 1874.97 ms [2021-11-19 06:56:57 main:581] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 1893.89 ms [2021-11-19 06:56:59 main:581] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 1879.59 ms [2021-11-19 06:57:01 main:581] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 1925.85 ms [2021-11-19 06:57:02 main:581] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 1883.32 ms [2021-11-19 06:57:04 main:581] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 1901.94 ms [2021-11-19 06:57:06 main:581] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 1875.11 ms [2021-11-19 06:57:08 main:581] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 1885.74 ms [2021-11-19 06:57:10 main:581] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 1886.96 ms [2021-11-19 06:57:12 main:581] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 1899.77 ms [2021-11-19 06:57:14 main:581] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 1883.73 ms [2021-11-19 06:57:16 main:581] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 1880.41 ms [2021-11-19 06:57:18 main:581] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 1908.47 ms [2021-11-19 06:57:19 main:581] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1877.23 ms [2021-11-19 06:57:21 main:581] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1876.09 ms [2021-11-19 06:57:23 main:581] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1882.25 ms [2021-11-19 06:57:25 main:581] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1878.59 ms [2021-11-19 06:57:27 main:581] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1893.04 ms [2021-11-19 06:57:29 main:581] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1920.06 ms [2021-11-19 06:57:31 main:581] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1882.7 ms [2021-11-19 06:57:33 main:581] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1888.15 ms [2021-11-19 06:57:35 main:581] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1911.66 ms [2021-11-19 06:57:36 main:581] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1892.33 ms [2021-11-19 06:57:38 main:581] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1869.64 ms [2021-11-19 06:57:40 main:581] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1879.94 ms [2021-11-19 06:57:42 main:581] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1888.09 ms [2021-11-19 06:57:44 main:581] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1874.07 ms [2021-11-19 06:57:46 main:581] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1873.35 ms [2021-11-19 06:57:48 main:581] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1879.63 ms [2021-11-19 06:57:50 main:581] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1875.63 ms [2021-11-19 06:57:51 main:581] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1878.65 ms [2021-11-19 06:57:53 main:581] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1878.94 ms [2021-11-19 06:57:55 main:581] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1878.06 ms [2021-11-19 06:57:57 main:581] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1876.98 ms [2021-11-19 06:57:59 main:581] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1879.6 ms [2021-11-19 06:58:01 main:581] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1907.9 ms [2021-11-19 06:58:03 main:581] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1890.43 ms [2021-11-19 06:58:05 main:581] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1925.37 ms [2021-11-19 06:58:07 main:581] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1887.12 ms [2021-11-19 06:58:08 main:581] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1870.79 ms [2021-11-19 06:58:10 main:581] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1891.47 ms [2021-11-19 06:58:10 main:604] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-11-19 06:58:10 main:610] : INFO : Saving end state to config to file [2021-11-19 06:58:10 main:615] : INFO : Success, exiting.. 06:58:10 (4747): 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)