Task 3537198
| Name | ParityModified-1609263136-17166-1_0 |
| Workunit | 1759912 |
| Created | 5 Jan 2021, 4:56:41 UTC |
| Sent | 6 Jan 2021, 20:07:52 UTC |
| Report deadline | 13 Jan 2021, 20:07:52 UTC |
| Received | 10 Jan 2021, 19:32:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5848 |
| Run time | 1 hours 6 min 14 sec |
| CPU time | 1 hours 4 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,239.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1582 | loss: 0.031049 | val_loss: 0.0312224 | Time: 1911.46 ms
[2021-01-10 19:13:46 main:574] : INFO : Epoch 1583 | loss: 0.0310425 | val_loss: 0.0312225 | Time: 1988.31 ms
[2021-01-10 19:13:48 main:574] : INFO : Epoch 1584 | loss: 0.0310417 | val_loss: 0.0312394 | Time: 1892.6 ms
[2021-01-10 19:13:50 main:574] : INFO : Epoch 1585 | loss: 0.0310419 | val_loss: 0.0312241 | Time: 1928.54 ms
[2021-01-10 19:13:52 main:574] : INFO : Epoch 1586 | loss: 0.0310485 | val_loss: 0.0312244 | Time: 1937.39 ms
[2021-01-10 19:13:54 main:574] : INFO : Epoch 1587 | loss: 0.0310541 | val_loss: 0.0312213 | Time: 1856.64 ms
[2021-01-10 19:13:56 main:574] : INFO : Epoch 1588 | loss: 0.0310605 | val_loss: 0.0312234 | Time: 1884.23 ms
[2021-01-10 19:13:58 main:574] : INFO : Epoch 1589 | loss: 0.0310505 | val_loss: 0.031228 | Time: 1891.67 ms
[2021-01-10 19:14:00 main:574] : INFO : Epoch 1590 | loss: 0.0310471 | val_loss: 0.0312181 | Time: 1936.58 ms
[2021-01-10 19:14:02 main:574] : INFO : Epoch 1591 | loss: 0.031048 | val_loss: 0.0312175 | Time: 1950.97 ms
[2021-01-10 19:14:04 main:574] : INFO : Epoch 1592 | loss: 0.0310519 | val_loss: 0.0312211 | Time: 1886.16 ms
[2021-01-10 19:14:06 main:574] : INFO : Epoch 1593 | loss: 0.0310529 | val_loss: 0.0312217 | Time: 1918.17 ms
[2021-01-10 19:14:08 main:574] : INFO : Epoch 1594 | loss: 0.0310568 | val_loss: 0.0312111 | Time: 1910.06 ms
[2021-01-10 19:14:09 main:574] : INFO : Epoch 1595 | loss: 0.0310543 | val_loss: 0.0312174 | Time: 1845.32 ms
[2021-01-10 19:14:11 main:574] : INFO : Epoch 1596 | loss: 0.0310539 | val_loss: 0.031223 | Time: 1828.76 ms
[2021-01-10 19:14:13 main:574] : INFO : Epoch 1597 | loss: 0.0310532 | val_loss: 0.0312261 | Time: 1849.32 ms
[2021-01-10 19:14:15 main:574] : INFO : Epoch 1598 | loss: 0.0310525 | val_loss: 0.0312069 | Time: 1987.81 ms
[2021-01-10 19:14:17 main:574] : INFO : Epoch 1599 | loss: 0.0310611 | val_loss: 0.0312158 | Time: 1907.24 ms
[2021-01-10 19:14:19 main:574] : INFO : Epoch 1600 | loss: 0.0310541 | val_loss: 0.0312197 | Time: 1916.34 ms
[2021-01-10 19:14:21 main:574] : INFO : Epoch 1601 | loss: 0.0310488 | val_loss: 0.0312183 | Time: 1848.16 ms
[2021-01-10 19:14:23 main:574] : INFO : Epoch 1602 | loss: 0.0310612 | val_loss: 0.0312087 | Time: 1895.5 ms
[2021-01-10 19:14:25 main:574] : INFO : Epoch 1603 | loss: 0.0310548 | val_loss: 0.0312177 | Time: 1907.6 ms
[2021-01-10 19:14:27 main:574] : INFO : Epoch 1604 | loss: 0.0310513 | val_loss: 0.0312161 | Time: 1854.09 ms
[2021-01-10 19:14:29 main:574] : INFO : Epoch 1605 | loss: 0.0310516 | val_loss: 0.0312285 | Time: 1885.92 ms
[2021-01-10 19:14:31 main:574] : INFO : Epoch 1606 | loss: 0.0310454 | val_loss: 0.0312322 | Time: 1901.96 ms
[2021-01-10 19:14:33 main:574] : INFO : Epoch 1607 | loss: 0.0310444 | val_loss: 0.031222 | Time: 1898.48 ms
[2021-01-10 19:14:35 main:574] : INFO : Epoch 1608 | loss: 0.0310562 | val_loss: 0.0312112 | Time: 1920.38 ms
[2021-01-10 19:14:37 main:574] : INFO : Epoch 1609 | loss: 0.0310584 | val_loss: 0.0312084 | Time: 1850.79 ms
[2021-01-10 19:14:38 main:574] : INFO : Epoch 1610 | loss: 0.0310508 | val_loss: 0.0312278 | Time: 1890.63 ms
[2021-01-10 19:14:40 main:574] : INFO : Epoch 1611 | loss: 0.0310476 | val_loss: 0.031216 | Time: 1905.15 ms
[2021-01-10 19:14:42 main:574] : INFO : Epoch 1612 | loss: 0.0310509 | val_loss: 0.0312167 | Time: 1877.14 ms
[2021-01-10 19:14:44 main:574] : INFO : Epoch 1613 | loss: 0.0310483 | val_loss: 0.0312222 | Time: 1826.8 ms
[2021-01-10 19:14:46 main:574] : INFO : Epoch 1614 | loss: 0.0310514 | val_loss: 0.0312225 | Time: 1869.06 ms
[2021-01-10 19:14:48 main:574] : INFO : Epoch 1615 | loss: 0.0310543 | val_loss: 0.031213 | Time: 1881.77 ms
[2021-01-10 19:14:50 main:574] : INFO : Epoch 1616 | loss: 0.0310577 | val_loss: 0.03122 | Time: 1921.15 ms
[2021-01-10 19:14:52 main:574] : INFO : Epoch 1617 | loss: 0.0310557 | val_loss: 0.0312145 | Time: 1885.36 ms
[2021-01-10 19:14:54 main:574] : INFO : Epoch 1618 | loss: 0.0310556 | val_loss: 0.03122 | Time: 1911.69 ms
[2021-01-10 19:14:56 main:574] : INFO : Epoch 1619 | loss: 0.0310547 | val_loss: 0.0312098 | Time: 1901.39 ms
[2021-01-10 19:14:58 main:574] : INFO : Epoch 1620 | loss: 0.0310543 | val_loss: 0.0312181 | Time: 1917.72 ms
[2021-01-10 19:15:00 main:574] : INFO : Epoch 1621 | loss: 0.0310583 | val_loss: 0.0312258 | Time: 1947.31 ms
[2021-01-10 19:15:02 main:574] : INFO : Epoch 1622 | loss: 0.031049 | val_loss: 0.031219 | Time: 1917.56 ms
[2021-01-10 19:15:04 main:574] : INFO : Epoch 1623 | loss: 0.0310537 | val_loss: 0.0312246 | Time: 1892.55 ms
[2021-01-10 19:15:06 main:574] : INFO : Epoch 1624 | loss: 0.031045 | val_loss: 0.0312186 | Time: 1861.12 ms
[2021-01-10 19:15:07 main:574] : INFO : Epoch 1625 | loss: 0.0310484 | val_loss: 0.0312205 | Time: 1929.38 ms
[2021-01-10 19:15:09 main:574] : INFO : Epoch 1626 | loss: 0.0310475 | val_loss: 0.0312262 | Time: 1874.21 ms
[2021-01-10 19:15:11 main:574] : INFO : Epoch 1627 | loss: 0.0310528 | val_loss: 0.0312034 | Time: 1927.59 ms
[2021-01-10 19:15:13 main:574] : INFO : Epoch 1628 | loss: 0.0310571 | val_loss: 0.0312149 | Time: 1900.97 ms
[2021-01-10 19:15:15 main:574] : INFO : Epoch 1629 | loss: 0.0310504 | val_loss: 0.0312147 | Time: 1861.27 ms
[2021-01-10 19:15:17 main:574] : INFO : Epoch 1630 | loss: 0.0310509 | val_loss: 0.0312208 | Time: 1901.28 ms
[2021-01-10 19:15:19 main:574] : INFO : Epoch 1631 | loss: 0.0310489 | val_loss: 0.0312243 | Time: 1955.73 ms
[2021-01-10 19:15:21 main:574] : INFO : Epoch 1632 | loss: 0.0310491 | val_loss: 0.0312139 | Time: 1934.6 ms
[2021-01-10 19:15:23 main:574] : INFO : Epoch 1633 | loss: 0.0310531 | val_loss: 0.0312205 | Time: 1888.59 ms
[2021-01-10 19:15:25 main:574] : INFO : Epoch 1634 | loss: 0.0310548 | val_loss: 0.031223 | Time: 1897.1 ms
[2021-01-10 19:15:27 main:574] : INFO : Epoch 1635 | loss: 0.0310483 | val_loss: 0.031212 | Time: 1826.32 ms
[2021-01-10 19:15:29 main:574] : INFO : Epoch 1636 | loss: 0.0310463 | val_loss: 0.0312163 | Time: 1869.65 ms
[2021-01-10 19:15:31 main:574] : INFO : Epoch 1637 | loss: 0.031042 | val_loss: 0.031219 | Time: 1895.21 ms
[2021-01-10 19:15:33 main:574] : INFO : Epoch 1638 | loss: 0.0310452 | val_loss: 0.0312191 | Time: 1879.55 ms
[2021-01-10 19:15:35 main:574] : INFO : Epoch 1639 | loss: 0.0310474 | val_loss: 0.0312127 | Time: 1900.9 ms
[2021-01-10 19:15:36 main:574] : INFO : Epoch 1640 | loss: 0.0310474 | val_loss: 0.0312526 | Time: 1880.72 ms
[2021-01-10 19:15:38 main:574] : INFO : Epoch 1641 | loss: 0.0310562 | val_loss: 0.0312163 | Time: 1940.19 ms
[2021-01-10 19:15:40 main:574] : INFO : Epoch 1642 | loss: 0.0310722 | val_loss: 0.031217 | Time: 1915.05 ms
[2021-01-10 19:15:42 main:574] : INFO : Epoch 1643 | loss: 0.0310917 | val_loss: 0.0313158 | Time: 1819.67 ms
[2021-01-10 19:15:44 main:574] : INFO : Epoch 1644 | loss: 0.0312057 | val_loss: 0.031328 | Time: 1882.5 ms
[2021-01-10 19:15:46 main:574] : INFO : Epoch 1645 | loss: 0.0313151 | val_loss: 0.031318 | Time: 1856.31 ms
[2021-01-10 19:15:48 main:574] : INFO : Epoch 1646 | loss: 0.0311423 | val_loss: 0.0312167 | Time: 1900.54 ms
[2021-01-10 19:15:50 main:574] : INFO : Epoch 1647 | loss: 0.0310648 | val_loss: 0.031232 | Time: 1881.11 ms
[2021-01-10 19:15:52 main:574] : INFO : Epoch 1648 | loss: 0.03105 | val_loss: 0.0312251 | Time: 1921.55 ms
[2021-01-10 19:15:54 main:574] : INFO : Epoch 1649 | loss: 0.0310481 | val_loss: 0.0312211 | Time: 1935.22 ms
[2021-01-10 19:15:56 main:574] : INFO : Epoch 1650 | loss: 0.0310482 | val_loss: 0.0312266 | Time: 1921.02 ms
[2021-01-10 19:15:58 main:574] : INFO : Epoch 1651 | loss: 0.0310492 | val_loss: 0.0312271 | Time: 1865.93 ms
[2021-01-10 19:16:00 main:574] : INFO : Epoch 1652 | loss: 0.0310401 | val_loss: 0.0312234 | Time: 1841.34 ms
[2021-01-10 19:16:02 main:574] : INFO : Epoch 1653 | loss: 0.0310422 | val_loss: 0.0312322 | Time: 1915.29 ms
[2021-01-10 19:16:04 main:574] : INFO : Epoch 1654 | loss: 0.0310446 | val_loss: 0.0312209 | Time: 1924.74 ms
[2021-01-10 19:16:05 main:574] : INFO : Epoch 1655 | loss: 0.0310424 | val_loss: 0.0312178 | Time: 1933.68 ms
[2021-01-10 19:16:07 main:574] : INFO : Epoch 1656 | loss: 0.0310442 | val_loss: 0.0312115 | Time: 1844.7 ms
[2021-01-10 19:16:09 main:574] : INFO : Epoch 1657 | loss: 0.0310479 | val_loss: 0.0312337 | Time: 1917.6 ms
[2021-01-10 19:16:11 main:574] : INFO : Epoch 1658 | loss: 0.0310462 | val_loss: 0.0312193 | Time: 1939.72 ms
[2021-01-10 19:16:13 main:574] : INFO : Epoch 1659 | loss: 0.0310469 | val_loss: 0.0312152 | Time: 1924.11 ms
[2021-01-10 19:16:15 main:574] : INFO : Epoch 1660 | loss: 0.0310502 | val_loss: 0.0312148 | Time: 1866.46 ms
[2021-01-10 19:16:17 main:574] : INFO : Epoch 1661 | loss: 0.0310491 | val_loss: 0.0312323 | Time: 1943.25 ms
[2021-01-10 19:16:19 main:574] : INFO : Epoch 1662 | loss: 0.0310471 | val_loss: 0.0312196 | Time: 1954.53 ms
[2021-01-10 19:16:21 main:574] : INFO : Epoch 1663 | loss: 0.0310447 | val_loss: 0.0312224 | Time: 1971.92 ms
[2021-01-10 19:16:23 main:574] : INFO : Epoch 1664 | loss: 0.0310402 | val_loss: 0.0312265 | Time: 1911.62 ms
[2021-01-10 19:16:25 main:574] : INFO : Epoch 1665 | loss: 0.0310394 | val_loss: 0.0312188 | Time: 1918.64 ms
[2021-01-10 19:16:27 main:574] : INFO : Epoch 1666 | loss: 0.0310413 | val_loss: 0.0312215 | Time: 1863.4 ms
[2021-01-10 19:16:29 main:574] : INFO : Epoch 1667 | loss: 0.0310426 | val_loss: 0.0312236 | Time: 1892.64 ms
[2021-01-10 19:16:31 main:574] : INFO : Epoch 1668 | loss: 0.0310485 | val_loss: 0.0312152 | Time: 1875.14 ms
[2021-01-10 19:16:33 main:574] : INFO : Epoch 1669 | loss: 0.0310475 | val_loss: 0.0312307 | Time: 1915.71 ms
[2021-01-10 19:16:35 main:574] : INFO : Epoch 1670 | loss: 0.0310527 | val_loss: 0.0312199 | Time: 1865 ms
[2021-01-10 19:16:37 main:574] : INFO : Epoch 1671 | loss: 0.0310538 | val_loss: 0.0312384 | Time: 1913.71 ms
[2021-01-10 19:16:38 main:574] : INFO : Epoch 1672 | loss: 0.0310483 | val_loss: 0.0312309 | Time: 1849.09 ms
[2021-01-10 19:16:40 main:574] : INFO : Epoch 1673 | loss: 0.0310467 | val_loss: 0.0312191 | Time: 1818.76 ms
[2021-01-10 19:16:42 main:574] : INFO : Epoch 1674 | loss: 0.0310428 | val_loss: 0.0312376 | Time: 1939.73 ms
[2021-01-10 19:16:44 main:574] : INFO : Epoch 1675 | loss: 0.0310439 | val_loss: 0.0312174 | Time: 1970.55 ms
[2021-01-10 19:16:46 main:574] : INFO : Epoch 1676 | loss: 0.0310451 | val_loss: 0.0312298 | Time: 1852.85 ms
[2021-01-10 19:16:48 main:574] : INFO : Epoch 1677 | loss: 0.0310452 | val_loss: 0.0312287 | Time: 1918.29 ms
[2021-01-10 19:16:50 main:574] : INFO : Epoch 1678 | loss: 0.0310418 | val_loss: 0.0312336 | Time: 1772.85 ms
[2021-01-10 19:16:52 main:574] : INFO : Epoch 1679 | loss: 0.0310438 | val_loss: 0.0312191 | Time: 2004.37 ms
[2021-01-10 19:16:54 main:574] : INFO : Epoch 1680 | loss: 0.0310453 | val_loss: 0.0312097 | Time: 1902.01 ms
[2021-01-10 19:16:56 main:574] : INFO : Epoch 1681 | loss: 0.0310494 | val_loss: 0.0312152 | Time: 1930.62 ms
[2021-01-10 19:16:58 main:574] : INFO : Epoch 1682 | loss: 0.031059 | val_loss: 0.0312193 | Time: 1916.77 ms
[2021-01-10 19:17:00 main:574] : INFO : Epoch 1683 | loss: 0.0310572 | val_loss: 0.0312204 | Time: 1837.76 ms
[2021-01-10 19:17:02 main:574] : INFO : Epoch 1684 | loss: 0.0310516 | val_loss: 0.0312202 | Time: 1930.98 ms
[2021-01-10 19:17:04 main:574] : INFO : Epoch 1685 | loss: 0.0310509 | val_loss: 0.0312165 | Time: 1931.2 ms
[2021-01-10 19:17:06 main:574] : INFO : Epoch 1686 | loss: 0.0310509 | val_loss: 0.031224 | Time: 1898.92 ms
[2021-01-10 19:17:08 main:574] : INFO : Epoch 1687 | loss: 0.0310485 | val_loss: 0.0312218 | Time: 1849.77 ms
[2021-01-10 19:17:09 main:574] : INFO : Epoch 1688 | loss: 0.0310407 | val_loss: 0.0312305 | Time: 1895.87 ms
[2021-01-10 19:17:11 main:574] : INFO : Epoch 1689 | loss: 0.0310386 | val_loss: 0.0312397 | Time: 1901.83 ms
[2021-01-10 19:17:13 main:574] : INFO : Epoch 1690 | loss: 0.0310485 | val_loss: 0.0312091 | Time: 1930.66 ms
[2021-01-10 19:17:15 main:574] : INFO : Epoch 1691 | loss: 0.0310547 | val_loss: 0.0312347 | Time: 1879.52 ms
[2021-01-10 19:17:17 main:574] : INFO : Epoch 1692 | loss: 0.0310449 | val_loss: 0.0312189 | Time: 1893.24 ms
[2021-01-10 19:17:19 main:574] : INFO : Epoch 1693 | loss: 0.0310444 | val_loss: 0.0312317 | Time: 1865.96 ms
[2021-01-10 19:17:21 main:574] : INFO : Epoch 1694 | loss: 0.0310461 | val_loss: 0.0312248 | Time: 1891.68 ms
[2021-01-10 19:17:23 main:574] : INFO : Epoch 1695 | loss: 0.0310503 | val_loss: 0.0312242 | Time: 1861.82 ms
[2021-01-10 19:17:25 main:574] : INFO : Epoch 1696 | loss: 0.031047 | val_loss: 0.0312172 | Time: 1901.61 ms
[2021-01-10 19:17:27 main:574] : INFO : Epoch 1697 | loss: 0.0310451 | val_loss: 0.0312267 | Time: 1946.35 ms
[2021-01-10 19:17:29 main:574] : INFO : Epoch 1698 | loss: 0.031044 | val_loss: 0.0312197 | Time: 1957.24 ms
[2021-01-10 19:17:31 main:574] : INFO : Epoch 1699 | loss: 0.0310546 | val_loss: 0.0312128 | Time: 1865.09 ms
[2021-01-10 19:17:33 main:574] : INFO : Epoch 1700 | loss: 0.031051 | val_loss: 0.0312274 | Time: 1908.47 ms
[2021-01-10 19:17:35 main:574] : INFO : Epoch 1701 | loss: 0.0310512 | val_loss: 0.0312122 | Time: 1871.43 ms
[2021-01-10 19:17:37 main:574] : INFO : Epoch 1702 | loss: 0.0310443 | val_loss: 0.0312308 | Time: 1857.08 ms
[2021-01-10 19:17:39 main:574] : INFO : Epoch 1703 | loss: 0.0310413 | val_loss: 0.0312179 | Time: 1933.74 ms
[2021-01-10 19:17:40 main:574] : INFO : Epoch 1704 | loss: 0.0310512 | val_loss: 0.031232 | Time: 1873.39 ms
[2021-01-10 19:17:42 main:574] : INFO : Epoch 1705 | loss: 0.0310581 | val_loss: 0.0312295 | Time: 1909.39 ms
[2021-01-10 19:17:44 main:574] : INFO : Epoch 1706 | loss: 0.0310521 | val_loss: 0.0312305 | Time: 1896.19 ms
[2021-01-10 19:17:46 main:574] : INFO : Epoch 1707 | loss: 0.0310503 | val_loss: 0.031231 | Time: 1871.78 ms
[2021-01-10 19:17:48 main:574] : INFO : Epoch 1708 | loss: 0.0310455 | val_loss: 0.0312206 | Time: 1944.77 ms
[2021-01-10 19:17:50 main:574] : INFO : Epoch 1709 | loss: 0.0310445 | val_loss: 0.0312237 | Time: 1981.51 ms
[2021-01-10 19:17:52 main:574] : INFO : Epoch 1710 | loss: 0.0310498 | val_loss: 0.0312265 | Time: 1877.73 ms
[2021-01-10 19:17:54 main:574] : INFO : Epoch 1711 | loss: 0.0310457 | val_loss: 0.031212 | Time: 1915.64 ms
[2021-01-10 19:17:56 main:574] : INFO : Epoch 1712 | loss: 0.0310451 | val_loss: 0.0312268 | Time: 1926.43 ms
[2021-01-10 19:17:58 main:574] : INFO : Epoch 1713 | loss: 0.0310381 | val_loss: 0.0312257 | Time: 1913.33 ms
[2021-01-10 19:18:00 main:574] : INFO : Epoch 1714 | loss: 0.0310435 | val_loss: 0.0312306 | Time: 1904.68 ms
[2021-01-10 19:18:02 main:574] : INFO : Epoch 1715 | loss: 0.0310447 | val_loss: 0.0312186 | Time: 1995.63 ms
[2021-01-10 19:18:04 main:574] : INFO : Epoch 1716 | loss: 0.0310459 | val_loss: 0.0312242 | Time: 1856.01 ms
[2021-01-10 19:18:06 main:574] : INFO : Epoch 1717 | loss: 0.0310437 | val_loss: 0.0312159 | Time: 1851.66 ms
[2021-01-10 19:18:08 main:574] : INFO : Epoch 1718 | loss: 0.0310435 | val_loss: 0.0312465 | Time: 1944.58 ms
[2021-01-10 19:18:10 main:574] : INFO : Epoch 1719 | loss: 0.0310443 | val_loss: 0.031215 | Time: 1985.75 ms
[2021-01-10 19:18:12 main:574] : INFO : Epoch 1720 | loss: 0.031048 | val_loss: 0.0312314 | Time: 1918.26 ms
[2021-01-10 19:18:14 main:574] : INFO : Epoch 1721 | loss: 0.0310516 | val_loss: 0.0312188 | Time: 1919.6 ms
[2021-01-10 19:18:16 main:574] : INFO : Epoch 1722 | loss: 0.0310521 | val_loss: 0.031223 | Time: 1926.84 ms
[2021-01-10 19:18:18 main:574] : INFO : Epoch 1723 | loss: 0.0310473 | val_loss: 0.0312211 | Time: 1943.83 ms
[2021-01-10 19:18:20 main:574] : INFO : Epoch 1724 | loss: 0.0310425 | val_loss: 0.0312284 | Time: 1859.42 ms
[2021-01-10 19:18:22 main:574] : INFO : Epoch 1725 | loss: 0.0310541 | val_loss: 0.0312046 | Time: 1981.02 ms
[2021-01-10 19:18:23 main:574] : INFO : Epoch 1726 | loss: 0.0310894 | val_loss: 0.0312062 | Time: 1842.33 ms
[2021-01-10 19:18:25 main:574] : INFO : Epoch 1727 | loss: 0.0310677 | val_loss: 0.0312205 | Time: 1874.29 ms
[2021-01-10 19:18:27 main:574] : INFO : Epoch 1728 | loss: 0.0310555 | val_loss: 0.0312361 | Time: 1862.66 ms
[2021-01-10 19:18:29 main:574] : INFO : Epoch 1729 | loss: 0.0310521 | val_loss: 0.031225 | Time: 1945.88 ms
[2021-01-10 19:18:31 main:574] : INFO : Epoch 1730 | loss: 0.0310432 | val_loss: 0.0312235 | Time: 1842.52 ms
[2021-01-10 19:18:33 main:574] : INFO : Epoch 1731 | loss: 0.0310495 | val_loss: 0.0312346 | Time: 1947.48 ms
[2021-01-10 19:18:35 main:574] : INFO : Epoch 1732 | loss: 0.0310448 | val_loss: 0.0312252 | Time: 1882.45 ms
[2021-01-10 19:18:37 main:574] : INFO : Epoch 1733 | loss: 0.0310465 | val_loss: 0.0312114 | Time: 1864.88 ms
[2021-01-10 19:18:39 main:574] : INFO : Epoch 1734 | loss: 0.0310448 | val_loss: 0.0312267 | Time: 1948.38 ms
[2021-01-10 19:18:41 main:574] : INFO : Epoch 1735 | loss: 0.0310421 | val_loss: 0.0312407 | Time: 1907.87 ms
[2021-01-10 19:18:43 main:574] : INFO : Epoch 1736 | loss: 0.0310449 | val_loss: 0.031215 | Time: 1949.17 ms
[2021-01-10 19:18:45 main:574] : INFO : Epoch 1737 | loss: 0.0310464 | val_loss: 0.0312295 | Time: 1932.45 ms
[2021-01-10 19:18:47 main:574] : INFO : Epoch 1738 | loss: 0.0310409 | val_loss: 0.0312124 | Time: 1920.73 ms
[2021-01-10 19:18:49 main:574] : INFO : Epoch 1739 | loss: 0.0310403 | val_loss: 0.0312282 | Time: 1934.86 ms
[2021-01-10 19:18:51 main:574] : INFO : Epoch 1740 | loss: 0.0310449 | val_loss: 0.0312116 | Time: 1874.56 ms
[2021-01-10 19:18:53 main:574] : INFO : Epoch 1741 | loss: 0.0310484 | val_loss: 0.0312316 | Time: 1934.1 ms
[2021-01-10 19:18:55 main:574] : INFO : Epoch 1742 | loss: 0.0310507 | val_loss: 0.0312206 | Time: 1891.05 ms
[2021-01-10 19:18:56 main:574] : INFO : Epoch 1743 | loss: 0.0310409 | val_loss: 0.0312249 | Time: 1915.98 ms
[2021-01-10 19:18:58 main:574] : INFO : Epoch 1744 | loss: 0.0310408 | val_loss: 0.0312291 | Time: 1937.74 ms
[2021-01-10 19:19:00 main:574] : INFO : Epoch 1745 | loss: 0.0310453 | val_loss: 0.031229 | Time: 1947.79 ms
[2021-01-10 19:19:02 main:574] : INFO : Epoch 1746 | loss: 0.0310453 | val_loss: 0.0312298 | Time: 1816.86 ms
[2021-01-10 19:19:04 main:574] : INFO : Epoch 1747 | loss: 0.031045 | val_loss: 0.031229 | Time: 1830.15 ms
[2021-01-10 19:19:06 main:574] : INFO : Epoch 1748 | loss: 0.0310483 | val_loss: 0.0312221 | Time: 1937.64 ms
[2021-01-10 19:19:08 main:574] : INFO : Epoch 1749 | loss: 0.0310483 | val_loss: 0.0312173 | Time: 1944.9 ms
[2021-01-10 19:19:10 main:574] : INFO : Epoch 1750 | loss: 0.031043 | val_loss: 0.0312285 | Time: 1975.09 ms
[2021-01-10 19:19:12 main:574] : INFO : Epoch 1751 | loss: 0.0310443 | val_loss: 0.0312266 | Time: 1935.88 ms
[2021-01-10 19:19:14 main:574] : INFO : Epoch 1752 | loss: 0.0310435 | val_loss: 0.0312251 | Time: 1918.13 ms
[2021-01-10 19:19:16 main:574] : INFO : Epoch 1753 | loss: 0.0310439 | val_loss: 0.0312313 | Time: 1919.71 ms
[2021-01-10 19:19:18 main:574] : INFO : Epoch 1754 | loss: 0.0310454 | val_loss: 0.0312354 | Time: 1883.49 ms
[2021-01-10 19:19:20 main:574] : INFO : Epoch 1755 | loss: 0.0310452 | val_loss: 0.031223 | Time: 1900.86 ms
[2021-01-10 19:19:22 main:574] : INFO : Epoch 1756 | loss: 0.0310437 | val_loss: 0.0312169 | Time: 1872.57 ms
[2021-01-10 19:19:24 main:574] : INFO : Epoch 1757 | loss: 0.0310395 | val_loss: 0.0312354 | Time: 1916.09 ms
[2021-01-10 19:19:26 main:574] : INFO : Epoch 1758 | loss: 0.0310417 | val_loss: 0.0312302 | Time: 1891.52 ms
[2021-01-10 19:19:28 main:574] : INFO : Epoch 1759 | loss: 0.0310446 | val_loss: 0.0312265 | Time: 1846.3 ms
[2021-01-10 19:19:29 main:574] : INFO : Epoch 1760 | loss: 0.0310432 | val_loss: 0.0312348 | Time: 1876.45 ms
[2021-01-10 19:19:31 main:574] : INFO : Epoch 1761 | loss: 0.0310499 | val_loss: 0.0312133 | Time: 1918.59 ms
[2021-01-10 19:19:33 main:574] : INFO : Epoch 1762 | loss: 0.0310554 | val_loss: 0.0312191 | Time: 1935.01 ms
[2021-01-10 19:19:35 main:574] : INFO : Epoch 1763 | loss: 0.0310479 | val_loss: 0.0312246 | Time: 1844.79 ms
[2021-01-10 19:19:37 main:574] : INFO : Epoch 1764 | loss: 0.0310442 | val_loss: 0.0312196 | Time: 1929.06 ms
[2021-01-10 19:19:39 main:574] : INFO : Epoch 1765 | loss: 0.0310497 | val_loss: 0.0312229 | Time: 1867.49 ms
[2021-01-10 19:19:41 main:574] : INFO : Epoch 1766 | loss: 0.0310456 | val_loss: 0.0312315 | Time: 1902.44 ms
[2021-01-10 19:19:43 main:574] : INFO : Epoch 1767 | loss: 0.0310458 | val_loss: 0.0312233 | Time: 1872.21 ms
[2021-01-10 19:19:45 main:574] : INFO : Epoch 1768 | loss: 0.0310395 | val_loss: 0.0312384 | Time: 1895.4 ms
[2021-01-10 19:19:47 main:574] : INFO : Epoch 1769 | loss: 0.0310419 | val_loss: 0.0312384 | Time: 1923.7 ms
[2021-01-10 19:19:49 main:574] : INFO : Epoch 1770 | loss: 0.0310447 | val_loss: 0.0312202 | Time: 1852.24 ms
[2021-01-10 19:19:51 main:574] : INFO : Epoch 1771 | loss: 0.0310438 | val_loss: 0.0312223 | Time: 1922.94 ms
[2021-01-10 19:19:53 main:574] : INFO : Epoch 1772 | loss: 0.0310478 | val_loss: 0.0312272 | Time: 1864.58 ms
[2021-01-10 19:19:55 main:574] : INFO : Epoch 1773 | loss: 0.0310473 | val_loss: 0.0312181 | Time: 1928.49 ms
[2021-01-10 19:19:57 main:574] : INFO : Epoch 1774 | loss: 0.031055 | val_loss: 0.031231 | Time: 1921.64 ms
[2021-01-10 19:19:59 main:574] : INFO : Epoch 1775 | loss: 0.0310529 | val_loss: 0.0312348 | Time: 1917.83 ms
[2021-01-10 19:20:00 main:574] : INFO : Epoch 1776 | loss: 0.0310476 | val_loss: 0.0312154 | Time: 1900.75 ms
[2021-01-10 19:20:02 main:574] : INFO : Epoch 1777 | loss: 0.0310483 | val_loss: 0.0312218 | Time: 1815.86 ms
[2021-01-10 19:20:04 main:574] : INFO : Epoch 1778 | loss: 0.0310611 | val_loss: 0.03122 | Time: 1860.15 ms
[2021-01-10 19:20:06 main:574] : INFO : Epoch 1779 | loss: 0.0310515 | val_loss: 0.0312206 | Time: 1870.76 ms
[2021-01-10 19:20:08 main:574] : INFO : Epoch 1780 | loss: 0.0310458 | val_loss: 0.031223 | Time: 1908.62 ms
[2021-01-10 19:20:10 main:574] : INFO : Epoch 1781 | loss: 0.0310471 | val_loss: 0.0312296 | Time: 1910.06 ms
[2021-01-10 19:20:12 main:574] : INFO : Epoch 1782 | loss: 0.0310442 | val_loss: 0.0312295 | Time: 1928.46 ms
[2021-01-10 19:20:14 main:574] : INFO : Epoch 1783 | loss: 0.0310449 | val_loss: 0.0312236 | Time: 1903.61 ms
[2021-01-10 19:20:16 main:574] : INFO : Epoch 1784 | loss: 0.0310454 | val_loss: 0.0312159 | Time: 2029.1 ms
[2021-01-10 19:20:18 main:574] : INFO : Epoch 1785 | loss: 0.0310524 | val_loss: 0.0312275 | Time: 1861.35 ms
[2021-01-10 19:20:20 main:574] : INFO : Epoch 1786 | loss: 0.0310511 | val_loss: 0.0312387 | Time: 1952.78 ms
[2021-01-10 19:20:22 main:574] : INFO : Epoch 1787 | loss: 0.0310435 | val_loss: 0.0312102 | Time: 1890.13 ms
[2021-01-10 19:20:24 main:574] : INFO : Epoch 1788 | loss: 0.0310426 | val_loss: 0.0312227 | Time: 1862.55 ms
[2021-01-10 19:20:26 main:574] : INFO : Epoch 1789 | loss: 0.0310458 | val_loss: 0.0312187 | Time: 1927.64 ms
[2021-01-10 19:20:28 main:574] : INFO : Epoch 1790 | loss: 0.0310432 | val_loss: 0.0312318 | Time: 1937.52 ms
[2021-01-10 19:20:30 main:574] : INFO : Epoch 1791 | loss: 0.0310518 | val_loss: 0.0312112 | Time: 1931.82 ms
[2021-01-10 19:20:32 main:574] : INFO : Epoch 1792 | loss: 0.0310524 | val_loss: 0.0312252 | Time: 1916.93 ms
[2021-01-10 19:20:34 main:574] : INFO : Epoch 1793 | loss: 0.0310444 | val_loss: 0.0312302 | Time: 1914.72 ms
[2021-01-10 19:20:36 main:574] : INFO : Epoch 1794 | loss: 0.0310451 | val_loss: 0.031223 | Time: 1970.99 ms
[2021-01-10 19:20:38 main:574] : INFO : Epoch 1795 | loss: 0.031043 | val_loss: 0.0312319 | Time: 1935.4 ms
[2021-01-10 19:20:39 main:574] : INFO : Epoch 1796 | loss: 0.0310433 | val_loss: 0.0312252 | Time: 1905.27 ms
[2021-01-10 19:20:41 main:574] : INFO : Epoch 1797 | loss: 0.0310516 | val_loss: 0.0312195 | Time: 1850.56 ms
[2021-01-10 19:20:43 main:574] : INFO : Epoch 1798 | loss: 0.0310518 | val_loss: 0.0312222 | Time: 1949.91 ms
[2021-01-10 19:20:45 main:574] : INFO : Epoch 1799 | loss: 0.0310418 | val_loss: 0.0312299 | Time: 1958.93 ms
[2021-01-10 19:20:47 main:574] : INFO : Epoch 1800 | loss: 0.0310419 | val_loss: 0.0312295 | Time: 1845.12 ms
[2021-01-10 19:20:49 main:574] : INFO : Epoch 1801 | loss: 0.031045 | val_loss: 0.0312154 | Time: 1888.88 ms
[2021-01-10 19:20:51 main:574] : INFO : Epoch 1802 | loss: 0.0310562 | val_loss: 0.0312223 | Time: 1885.65 ms
[2021-01-10 19:20:53 main:574] : INFO : Epoch 1803 | loss: 0.0310507 | val_loss: 0.0312317 | Time: 1923.51 ms
[2021-01-10 19:20:55 main:574] : INFO : Epoch 1804 | loss: 0.0310457 | val_loss: 0.0312253 | Time: 1938.46 ms
[2021-01-10 19:20:57 main:574] : INFO : Epoch 1805 | loss: 0.0310508 | val_loss: 0.0312081 | Time: 1883.71 ms
[2021-01-10 19:20:59 main:574] : INFO : Epoch 1806 | loss: 0.0310531 | val_loss: 0.0312504 | Time: 1907.39 ms
[2021-01-10 19:21:01 main:574] : INFO : Epoch 1807 | loss: 0.0310528 | val_loss: 0.0312249 | Time: 1960.22 ms
[2021-01-10 19:21:03 main:574] : INFO : Epoch 1808 | loss: 0.0310429 | val_loss: 0.0312306 | Time: 1894.43 ms
[2021-01-10 19:21:05 main:574] : INFO : Epoch 1809 | loss: 0.0310415 | val_loss: 0.0312444 | Time: 1948.02 ms
[2021-01-10 19:21:07 main:574] : INFO : Epoch 1810 | loss: 0.0310466 | val_loss: 0.0312439 | Time: 1926.75 ms
[2021-01-10 19:21:09 main:574] : INFO : Epoch 1811 | loss: 0.0310439 | val_loss: 0.0312405 | Time: 1811.61 ms
[2021-01-10 19:21:11 main:574] : INFO : Epoch 1812 | loss: 0.0310454 | val_loss: 0.0312169 | Time: 1905.03 ms
[2021-01-10 19:21:12 main:574] : INFO : Epoch 1813 | loss: 0.0310627 | val_loss: 0.0312292 | Time: 1894.12 ms
[2021-01-10 19:21:14 main:574] : INFO : Epoch 1814 | loss: 0.0310576 | val_loss: 0.0312233 | Time: 1896.17 ms
[2021-01-10 19:21:16 main:574] : INFO : Epoch 1815 | loss: 0.0310493 | val_loss: 0.031222 | Time: 1886.7 ms
[2021-01-10 19:21:18 main:574] : INFO : Epoch 1816 | loss: 0.0310445 | val_loss: 0.0312238 | Time: 1867.67 ms
[2021-01-10 19:21:20 main:574] : INFO : Epoch 1817 | loss: 0.0310486 | val_loss: 0.0312235 | Time: 1906.33 ms
[2021-01-10 19:21:22 main:574] : INFO : Epoch 1818 | loss: 0.0310427 | val_loss: 0.0312293 | Time: 1938.58 ms
[2021-01-10 19:21:24 main:574] : INFO : Epoch 1819 | loss: 0.0310357 | val_loss: 0.0312329 | Time: 1974.5 ms
[2021-01-10 19:21:26 main:574] : INFO : Epoch 1820 | loss: 0.0310439 | val_loss: 0.0312293 | Time: 1898.31 ms
[2021-01-10 19:21:28 main:574] : INFO : Epoch 1821 | loss: 0.0310499 | val_loss: 0.0312274 | Time: 1924.59 ms
[2021-01-10 19:21:30 main:574] : INFO : Epoch 1822 | loss: 0.0310418 | val_loss: 0.0312229 | Time: 1898.42 ms
[2021-01-10 19:21:32 main:574] : INFO : Epoch 1823 | loss: 0.0310466 | val_loss: 0.0312153 | Time: 1827.25 ms
[2021-01-10 19:21:34 main:574] : INFO : Epoch 1824 | loss: 0.031049 | val_loss: 0.03122 | Time: 1913.65 ms
[2021-01-10 19:21:36 main:574] : INFO : Epoch 1825 | loss: 0.0310444 | val_loss: 0.03122 | Time: 1900.91 ms
[2021-01-10 19:21:38 main:574] : INFO : Epoch 1826 | loss: 0.0310382 | val_loss: 0.0312443 | Time: 1946.04 ms
[2021-01-10 19:21:40 main:574] : INFO : Epoch 1827 | loss: 0.0310444 | val_loss: 0.0312261 | Time: 1913.64 ms
[2021-01-10 19:21:42 main:574] : INFO : Epoch 1828 | loss: 0.0310447 | val_loss: 0.0312385 | Time: 1920.38 ms
[2021-01-10 19:21:44 main:574] : INFO : Epoch 1829 | loss: 0.0310458 | val_loss: 0.0312264 | Time: 1867.26 ms
[2021-01-10 19:21:46 main:574] : INFO : Epoch 1830 | loss: 0.0310508 | val_loss: 0.0312223 | Time: 1886.03 ms
[2021-01-10 19:21:47 main:574] : INFO : Epoch 1831 | loss: 0.0310439 | val_loss: 0.0312273 | Time: 1909.67 ms
[2021-01-10 19:21:49 main:574] : INFO : Epoch 1832 | loss: 0.031056 | val_loss: 0.0312205 | Time: 1864.57 ms
[2021-01-10 19:21:51 main:574] : INFO : Epoch 1833 | loss: 0.0310534 | val_loss: 0.0312181 | Time: 1836.9 ms
[2021-01-10 19:21:53 main:574] : INFO : Epoch 1834 | loss: 0.0310544 | val_loss: 0.0312237 | Time: 1872.93 ms
[2021-01-10 19:21:55 main:574] : INFO : Epoch 1835 | loss: 0.0310521 | val_loss: 0.0312144 | Time: 1914.15 ms
[2021-01-10 19:21:57 main:574] : INFO : Epoch 1836 | loss: 0.0310445 | val_loss: 0.0312334 | Time: 1850.21 ms
[2021-01-10 19:21:59 main:574] : INFO : Epoch 1837 | loss: 0.031043 | val_loss: 0.0312296 | Time: 1917.2 ms
[2021-01-10 19:22:01 main:574] : INFO : Epoch 1838 | loss: 0.0310359 | val_loss: 0.031236 | Time: 1954.72 ms
[2021-01-10 19:22:03 main:574] : INFO : Epoch 1839 | loss: 0.0310405 | val_loss: 0.0312207 | Time: 1894.67 ms
[2021-01-10 19:22:05 main:574] : INFO : Epoch 1840 | loss: 0.0310398 | val_loss: 0.0312346 | Time: 1856.27 ms
[2021-01-10 19:22:07 main:574] : INFO : Epoch 1841 | loss: 0.0310391 | val_loss: 0.0312315 | Time: 1854.73 ms
[2021-01-10 19:22:09 main:574] : INFO : Epoch 1842 | loss: 0.0310433 | val_loss: 0.031231 | Time: 1854.28 ms
[2021-01-10 19:22:10 main:574] : INFO : Epoch 1843 | loss: 0.0310475 | val_loss: 0.0312201 | Time: 1928.64 ms
[2021-01-10 19:22:12 main:574] : INFO : Epoch 1844 | loss: 0.0310499 | val_loss: 0.0312231 | Time: 1935.03 ms
[2021-01-10 19:22:14 main:574] : INFO : Epoch 1845 | loss: 0.0310437 | val_loss: 0.0312191 | Time: 1910.98 ms
[2021-01-10 19:22:16 main:574] : INFO : Epoch 1846 | loss: 0.0310409 | val_loss: 0.0312415 | Time: 1887.1 ms
[2021-01-10 19:22:18 main:574] : INFO : Epoch 1847 | loss: 0.031043 | val_loss: 0.0312182 | Time: 1839.98 ms
[2021-01-10 19:22:20 main:574] : INFO : Epoch 1848 | loss: 0.0310452 | val_loss: 0.0312148 | Time: 1923.82 ms
[2021-01-10 19:22:22 main:574] : INFO : Epoch 1849 | loss: 0.0310475 | val_loss: 0.0312238 | Time: 1880.85 ms
[2021-01-10 19:22:24 main:574] : INFO : Epoch 1850 | loss: 0.0310597 | val_loss: 0.0312327 | Time: 1900.92 ms
[2021-01-10 19:22:26 main:574] : INFO : Epoch 1851 | loss: 0.0310554 | val_loss: 0.0312195 | Time: 1904.89 ms
[2021-01-10 19:22:28 main:574] : INFO : Epoch 1852 | loss: 0.0310508 | val_loss: 0.0312159 | Time: 1926.67 ms
[2021-01-10 19:22:30 main:574] : INFO : Epoch 1853 | loss: 0.0310481 | val_loss: 0.0312435 | Time: 1904.86 ms
[2021-01-10 19:22:32 main:574] : INFO : Epoch 1854 | loss: 0.0310421 | val_loss: 0.0312178 | Time: 1887.78 ms
[2021-01-10 19:22:34 main:574] : INFO : Epoch 1855 | loss: 0.0310425 | val_loss: 0.0312235 | Time: 1849.34 ms
[2021-01-10 19:22:36 main:574] : INFO : Epoch 1856 | loss: 0.0310425 | val_loss: 0.031223 | Time: 1842.81 ms
[2021-01-10 19:22:37 main:574] : INFO : Epoch 1857 | loss: 0.0310485 | val_loss: 0.0312108 | Time: 1871.72 ms
[2021-01-10 19:22:39 main:574] : INFO : Epoch 1858 | loss: 0.0310496 | val_loss: 0.0312237 | Time: 1835.1 ms
[2021-01-10 19:22:41 main:574] : INFO : Epoch 1859 | loss: 0.0310513 | val_loss: 0.0312245 | Time: 1941.2 ms
[2021-01-10 19:22:43 main:574] : INFO : Epoch 1860 | loss: 0.0310469 | val_loss: 0.0312239 | Time: 1898.03 ms
[2021-01-10 19:22:45 main:574] : INFO : Epoch 1861 | loss: 0.0310496 | val_loss: 0.0312156 | Time: 1913.1 ms
[2021-01-10 19:22:47 main:574] : INFO : Epoch 1862 | loss: 0.031047 | val_loss: 0.0312178 | Time: 1906.68 ms
[2021-01-10 19:22:49 main:574] : INFO : Epoch 1863 | loss: 0.0310441 | val_loss: 0.0312275 | Time: 1858.63 ms
[2021-01-10 19:22:51 main:574] : INFO : Epoch 1864 | loss: 0.0310493 | val_loss: 0.0312147 | Time: 1927.25 ms
[2021-01-10 19:22:53 main:574] : INFO : Epoch 1865 | loss: 0.0310417 | val_loss: 0.0312414 | Time: 1919.45 ms
[2021-01-10 19:22:55 main:574] : INFO : Epoch 1866 | loss: 0.0310368 | val_loss: 0.0312325 | Time: 1915.46 ms
[2021-01-10 19:22:57 main:574] : INFO : Epoch 1867 | loss: 0.0310368 | val_loss: 0.031223 | Time: 1920.15 ms
[2021-01-10 19:22:59 main:574] : INFO : Epoch 1868 | loss: 0.0310434 | val_loss: 0.0312182 | Time: 1979.02 ms
[2021-01-10 19:23:01 main:574] : INFO : Epoch 1869 | loss: 0.0310531 | val_loss: 0.0312074 | Time: 1852 ms
[2021-01-10 19:23:03 main:574] : INFO : Epoch 1870 | loss: 0.0310661 | val_loss: 0.0312207 | Time: 1942.8 ms
[2021-01-10 19:23:05 main:574] : INFO : Epoch 1871 | loss: 0.0310725 | val_loss: 0.0312084 | Time: 1892.48 ms
[2021-01-10 19:23:07 main:574] : INFO : Epoch 1872 | loss: 0.0310695 | val_loss: 0.0312131 | Time: 1887.3 ms
[2021-01-10 19:23:09 main:574] : INFO : Epoch 1873 | loss: 0.0310561 | val_loss: 0.0312139 | Time: 1943.11 ms
[2021-01-10 19:23:11 main:574] : INFO : Epoch 1874 | loss: 0.031046 | val_loss: 0.0312202 | Time: 1900.49 ms
[2021-01-10 19:23:13 main:574] : INFO : Epoch 1875 | loss: 0.0310475 | val_loss: 0.0312151 | Time: 1960.03 ms
[2021-01-10 19:23:14 main:574] : INFO : Epoch 1876 | loss: 0.0310495 | val_loss: 0.0312352 | Time: 1896.58 ms
[2021-01-10 19:23:16 main:574] : INFO : Epoch 1877 | loss: 0.0310423 | val_loss: 0.0312281 | Time: 1842.19 ms
[2021-01-10 19:23:18 main:574] : INFO : Epoch 1878 | loss: 0.0310445 | val_loss: 0.031209 | Time: 1971.19 ms
[2021-01-10 19:23:20 main:574] : INFO : Epoch 1879 | loss: 0.0310529 | val_loss: 0.0312341 | Time: 1877.44 ms
[2021-01-10 19:23:22 main:574] : INFO : Epoch 1880 | loss: 0.0310485 | val_loss: 0.0312222 | Time: 1920.17 ms
[2021-01-10 19:23:24 main:574] : INFO : Epoch 1881 | loss: 0.0310419 | val_loss: 0.0312241 | Time: 1905.03 ms
[2021-01-10 19:23:26 main:574] : INFO : Epoch 1882 | loss: 0.0310449 | val_loss: 0.0312144 | Time: 1930.11 ms
[2021-01-10 19:23:28 main:574] : INFO : Epoch 1883 | loss: 0.0310413 | val_loss: 0.0312182 | Time: 1942.71 ms
[2021-01-10 19:23:30 main:574] : INFO : Epoch 1884 | loss: 0.0310424 | val_loss: 0.031222 | Time: 1974.49 ms
[2021-01-10 19:23:32 main:574] : INFO : Epoch 1885 | loss: 0.0310461 | val_loss: 0.0312303 | Time: 1884.55 ms
[2021-01-10 19:23:34 main:574] : INFO : Epoch 1886 | loss: 0.0310437 | val_loss: 0.0312239 | Time: 1882.89 ms
[2021-01-10 19:23:36 main:574] : INFO : Epoch 1887 | loss: 0.0310454 | val_loss: 0.0312362 | Time: 1909.99 ms
[2021-01-10 19:23:38 main:574] : INFO : Epoch 1888 | loss: 0.0310404 | val_loss: 0.0312355 | Time: 1886.45 ms
[2021-01-10 19:23:40 main:574] : INFO : Epoch 1889 | loss: 0.0310396 | val_loss: 0.0312253 | Time: 1916.61 ms
[2021-01-10 19:23:42 main:574] : INFO : Epoch 1890 | loss: 0.0310432 | val_loss: 0.0312232 | Time: 1952.24 ms
[2021-01-10 19:23:44 main:574] : INFO : Epoch 1891 | loss: 0.0310394 | val_loss: 0.0312302 | Time: 1954.43 ms
[2021-01-10 19:23:46 main:574] : INFO : Epoch 1892 | loss: 0.0310406 | val_loss: 0.031239 | Time: 1920.47 ms
[2021-01-10 19:23:48 main:574] : INFO : Epoch 1893 | loss: 0.0310438 | val_loss: 0.0312268 | Time: 1866.29 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1050 Ti)
[2021-01-10 20:26:33 main:435] : INFO : Set logging level to 1
[2021-01-10 20:26:33 main:441] : INFO : Running in BOINC Client mode
[2021-01-10 20:26:33 main:444] : INFO : Resolving all filenames
[2021-01-10 20:26:33 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1)
[2021-01-10 20:26:33 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609263136-17166-1_0_r483655540_1 (exists = 1)
[2021-01-10 20:26:33 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609263136-17166-1_0_r483655540_0 (exists = 0)
[2021-01-10 20:26:33 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609263136-17166-1 (exists = 1)
[2021-01-10 20:26:34 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-01-10 20:26:34 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5
[2021-01-10 20:26:34 main:474] : INFO : Configuration:
[2021-01-10 20:26:34 main:475] : INFO : Model type: GRU
[2021-01-10 20:26:34 main:476] : INFO : Validation Loss Threshold: 0.0001
[2021-01-10 20:26:34 main:477] : INFO : Max Epochs: 2048
[2021-01-10 20:26:34 main:478] : INFO : Batch Size: 128
[2021-01-10 20:26:34 main:479] : INFO : Learning Rate: 0.01
[2021-01-10 20:26:34 main:480] : INFO : Patience: 10
[2021-01-10 20:26:34 main:481] : INFO : Hidden Width: 12
[2021-01-10 20:26:34 main:482] : INFO : # Recurrent Layers: 4
[2021-01-10 20:26:34 main:483] : INFO : # Backend Layers: 4
[2021-01-10 20:26:34 main:484] : INFO : # Threads: 1
[2021-01-10 20:26:34 main:486] : INFO : Preparing Dataset
[2021-01-10 20:26:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-01-10 20:26:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-01-10 20:26:37 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-01-10 20:26:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-01-10 20:26:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-01-10 20:26:37 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-01-10 20:26:37 main:494] : INFO : Creating Model
[2021-01-10 20:26:37 main:507] : INFO : Preparing config file
[2021-01-10 20:26:37 main:511] : INFO : Found checkpoint, attempting to load...
[2021-01-10 20:26:37 main:512] : INFO : Loading config
[2021-01-10 20:26:38 main:514] : INFO : Loading state
[2021-01-10 20:26:39 main:559] : INFO : Loading DataLoader into Memory
[2021-01-10 20:26:39 main:562] : INFO : Starting Training
[2021-01-10 20:26:41 main:574] : INFO : Epoch 1884 | loss: 0.0311141 | val_loss: 0.0312302 | Time: 2429.26 ms
[2021-01-10 20:26:43 main:574] : INFO : Epoch 1885 | loss: 0.0310687 | val_loss: 0.0312173 | Time: 2113.8 ms
[2021-01-10 20:26:45 main:574] : INFO : Epoch 1886 | loss: 0.0310527 | val_loss: 0.0312265 | Time: 2025.35 ms
[2021-01-10 20:26:48 main:574] : INFO : Epoch 1887 | loss: 0.0310445 | val_loss: 0.0312267 | Time: 1979.38 ms
[2021-01-10 20:26:50 main:574] : INFO : Epoch 1888 | loss: 0.0310412 | val_loss: 0.0312217 | Time: 2141.53 ms
[2021-01-10 20:26:52 main:574] : INFO : Epoch 1889 | loss: 0.0310445 | val_loss: 0.0312189 | Time: 2084.32 ms
[2021-01-10 20:26:54 main:574] : INFO : Epoch 1890 | loss: 0.0310486 | val_loss: 0.0312277 | Time: 2036.16 ms
[2021-01-10 20:26:56 main:574] : INFO : Epoch 1891 | loss: 0.0310469 | val_loss: 0.0312209 | Time: 2032.79 ms
[2021-01-10 20:26:58 main:574] : INFO : Epoch 1892 | loss: 0.0310485 | val_loss: 0.0312178 | Time: 2109.58 ms
[2021-01-10 20:27:00 main:574] : INFO : Epoch 1893 | loss: 0.0310594 | val_loss: 0.0312236 | Time: 2140.64 ms
[2021-01-10 20:27:02 main:574] : INFO : Epoch 1894 | loss: 0.0310459 | val_loss: 0.0312262 | Time: 2147.88 ms
[2021-01-10 20:27:05 main:574] : INFO : Epoch 1895 | loss: 0.0310426 | val_loss: 0.0312211 | Time: 2079.55 ms
[2021-01-10 20:27:07 main:574] : INFO : Epoch 1896 | loss: 0.0310483 | val_loss: 0.0312122 | Time: 2006.5 ms
[2021-01-10 20:27:09 main:574] : INFO : Epoch 1897 | loss: 0.0310394 | val_loss: 0.0312271 | Time: 2029.66 ms
[2021-01-10 20:27:11 main:574] : INFO : Epoch 1898 | loss: 0.0310414 | val_loss: 0.0312114 | Time: 2045.03 ms
[2021-01-10 20:27:13 main:574] : INFO : Epoch 1899 | loss: 0.0310408 | val_loss: 0.0312211 | Time: 2078.93 ms
[2021-01-10 20:27:15 main:574] : INFO : Epoch 1900 | loss: 0.0310427 | val_loss: 0.0312441 | Time: 2062.25 ms
[2021-01-10 20:27:17 main:574] : INFO : Epoch 1901 | loss: 0.0310451 | val_loss: 0.0312187 | Time: 2059.72 ms
[2021-01-10 20:27:19 main:574] : INFO : Epoch 1902 | loss: 0.0310478 | val_loss: 0.0312233 | Time: 2110.15 ms
[2021-01-10 20:27:21 main:574] : INFO : Epoch 1903 | loss: 0.0310469 | val_loss: 0.0312145 | Time: 2071.43 ms
[2021-01-10 20:27:23 main:574] : INFO : Epoch 1904 | loss: 0.0310519 | val_loss: 0.0312137 | Time: 2070.51 ms
[2021-01-10 20:27:26 main:574] : INFO : Epoch 1905 | loss: 0.0310502 | val_loss: 0.0312194 | Time: 2128 ms
[2021-01-10 20:27:28 main:574] : INFO : Epoch 1906 | loss: 0.031044 | val_loss: 0.0312184 | Time: 2049.37 ms
[2021-01-10 20:27:30 main:574] : INFO : Epoch 1907 | loss: 0.0310381 | val_loss: 0.0312349 | Time: 2098.63 ms
[2021-01-10 20:27:32 main:574] : INFO : Epoch 1908 | loss: 0.031043 | val_loss: 0.0312211 | Time: 2128.2 ms
[2021-01-10 20:27:34 main:574] : INFO : Epoch 1909 | loss: 0.0310393 | val_loss: 0.0312222 | Time: 2099.43 ms
[2021-01-10 20:27:36 main:574] : INFO : Epoch 1910 | loss: 0.0310399 | val_loss: 0.0312429 | Time: 2012.42 ms
[2021-01-10 20:27:38 main:574] : INFO : Epoch 1911 | loss: 0.0310388 | val_loss: 0.031225 | Time: 2121.94 ms
[2021-01-10 20:27:41 main:574] : INFO : Epoch 1912 | loss: 0.0310417 | val_loss: 0.0312248 | Time: 2137.55 ms
[2021-01-10 20:27:43 main:574] : INFO : Epoch 1913 | loss: 0.0310395 | val_loss: 0.0312296 | Time: 2035.66 ms
[2021-01-10 20:27:45 main:574] : INFO : Epoch 1914 | loss: 0.0310452 | val_loss: 0.0312319 | Time: 2056.97 ms
[2021-01-10 20:27:47 main:574] : INFO : Epoch 1915 | loss: 0.0310551 | val_loss: 0.0312238 | Time: 2065.98 ms
[2021-01-10 20:27:49 main:574] : INFO : Epoch 1916 | loss: 0.0310611 | val_loss: 0.031214 | Time: 2043.16 ms
[2021-01-10 20:27:51 main:574] : INFO : Epoch 1917 | loss: 0.0310506 | val_loss: 0.0312197 | Time: 2012.2 ms
[2021-01-10 20:27:53 main:574] : INFO : Epoch 1918 | loss: 0.0310487 | val_loss: 0.0312236 | Time: 2008.55 ms
[2021-01-10 20:27:55 main:574] : INFO : Epoch 1919 | loss: 0.0310529 | val_loss: 0.0312239 | Time: 2099.43 ms
[2021-01-10 20:27:57 main:574] : INFO : Epoch 1920 | loss: 0.031052 | val_loss: 0.0312232 | Time: 2107.72 ms
[2021-01-10 20:27:59 main:574] : INFO : Epoch 1921 | loss: 0.0310518 | val_loss: 0.031209 | Time: 2008.18 ms
[2021-01-10 20:28:02 main:574] : INFO : Epoch 1922 | loss: 0.0310452 | val_loss: 0.0312383 | Time: 2131.87 ms
[2021-01-10 20:28:04 main:574] : INFO : Epoch 1923 | loss: 0.0310461 | val_loss: 0.0312174 | Time: 2070.51 ms
[2021-01-10 20:28:06 main:574] : INFO : Epoch 1924 | loss: 0.0310465 | val_loss: 0.0312182 | Time: 2084.71 ms
[2021-01-10 20:28:08 main:574] : INFO : Epoch 1925 | loss: 0.0310415 | val_loss: 0.0312265 | Time: 2150.29 ms
[2021-01-10 20:28:10 main:574] : INFO : Epoch 1926 | loss: 0.0310424 | val_loss: 0.0312214 | Time: 1994.58 ms
[2021-01-10 20:28:12 main:574] : INFO : Epoch 1927 | loss: 0.0310384 | val_loss: 0.0312226 | Time: 1994.93 ms
[2021-01-10 20:28:14 main:574] : INFO : Epoch 1928 | loss: 0.0310423 | val_loss: 0.0312166 | Time: 1980.32 ms
[2021-01-10 20:28:16 main:574] : INFO : Epoch 1929 | loss: 0.0310383 | val_loss: 0.0312312 | Time: 2181.25 ms
[2021-01-10 20:28:18 main:574] : INFO : Epoch 1930 | loss: 0.0310361 | val_loss: 0.0312396 | Time: 2207.67 ms
[2021-01-10 20:28:21 main:574] : INFO : Epoch 1931 | loss: 0.0310355 | val_loss: 0.0312396 | Time: 2052.97 ms
[2021-01-10 20:28:23 main:574] : INFO : Epoch 1932 | loss: 0.0310378 | val_loss: 0.0312186 | Time: 2085.55 ms
[2021-01-10 20:28:25 main:574] : INFO : Epoch 1933 | loss: 0.0310406 | val_loss: 0.031245 | Time: 2078.66 ms
[2021-01-10 20:28:27 main:574] : INFO : Epoch 1934 | loss: 0.0310412 | val_loss: 0.0312177 | Time: 2037.09 ms
[2021-01-10 20:28:29 main:574] : INFO : Epoch 1935 | loss: 0.0310471 | val_loss: 0.0312182 | Time: 2141.44 ms
[2021-01-10 20:28:31 main:574] : INFO : Epoch 1936 | loss: 0.0310463 | val_loss: 0.0312308 | Time: 2103.69 ms
[2021-01-10 20:28:33 main:574] : INFO : Epoch 1937 | loss: 0.0310472 | val_loss: 0.0312159 | Time: 2025.82 ms
[2021-01-10 20:28:35 main:574] : INFO : Epoch 1938 | loss: 0.0310552 | val_loss: 0.031231 | Time: 2043.45 ms
[2021-01-10 20:28:37 main:574] : INFO : Epoch 1939 | loss: 0.0310521 | val_loss: 0.031227 | Time: 2051.16 ms
[2021-01-10 20:28:40 main:574] : INFO : Epoch 1940 | loss: 0.0310535 | val_loss: 0.0312272 | Time: 2061.21 ms
[2021-01-10 20:28:42 main:574] : INFO : Epoch 1941 | loss: 0.0310497 | val_loss: 0.0312386 | Time: 2025.47 ms
[2021-01-10 20:28:44 main:574] : INFO : Epoch 1942 | loss: 0.0310505 | val_loss: 0.0312244 | Time: 1992.68 ms
[2021-01-10 20:28:46 main:574] : INFO : Epoch 1943 | loss: 0.0310476 | val_loss: 0.0312319 | Time: 2067.59 ms
[2021-01-10 20:28:48 main:574] : INFO : Epoch 1944 | loss: 0.0310399 | val_loss: 0.0312342 | Time: 2079.46 ms
[2021-01-10 20:28:50 main:574] : INFO : Epoch 1945 | loss: 0.0310369 | val_loss: 0.0312245 | Time: 2075.51 ms
[2021-01-10 20:28:52 main:574] : INFO : Epoch 1946 | loss: 0.0310492 | val_loss: 0.0312365 | Time: 2024.82 ms
[2021-01-10 20:28:54 main:574] : INFO : Epoch 1947 | loss: 0.0310507 | val_loss: 0.031209 | Time: 1993.52 ms
[2021-01-10 20:28:56 main:574] : INFO : Epoch 1948 | loss: 0.031051 | val_loss: 0.0312278 | Time: 2042.46 ms
[2021-01-10 20:28:58 main:574] : INFO : Epoch 1949 | loss: 0.0310541 | val_loss: 0.0312315 | Time: 2177.95 ms
[2021-01-10 20:29:01 main:574] : INFO : Epoch 1950 | loss: 0.0310511 | val_loss: 0.0312291 | Time: 2094.22 ms
[2021-01-10 20:29:03 main:574] : INFO : Epoch 1951 | loss: 0.0310464 | val_loss: 0.031222 | Time: 2070.64 ms
[2021-01-10 20:29:05 main:574] : INFO : Epoch 1952 | loss: 0.0310395 | val_loss: 0.0312163 | Time: 2014.15 ms
[2021-01-10 20:29:07 main:574] : INFO : Epoch 1953 | loss: 0.0310418 | val_loss: 0.0312326 | Time: 2086.69 ms
[2021-01-10 20:29:09 main:574] : INFO : Epoch 1954 | loss: 0.0310474 | val_loss: 0.0312149 | Time: 1986.66 ms
[2021-01-10 20:29:11 main:574] : INFO : Epoch 1955 | loss: 0.031051 | val_loss: 0.0312269 | Time: 2142.89 ms
[2021-01-10 20:29:13 main:574] : INFO : Epoch 1956 | loss: 0.0310451 | val_loss: 0.0312313 | Time: 2106.92 ms
[2021-01-10 20:29:15 main:574] : INFO : Epoch 1957 | loss: 0.0310457 | val_loss: 0.0312207 | Time: 2246.76 ms
[2021-01-10 20:29:18 main:574] : INFO : Epoch 1958 | loss: 0.0310438 | val_loss: 0.0312244 | Time: 2106.87 ms
[2021-01-10 20:29:20 main:574] : INFO : Epoch 1959 | loss: 0.0310382 | val_loss: 0.0312148 | Time: 2123.8 ms
[2021-01-10 20:29:22 main:574] : INFO : Epoch 1960 | loss: 0.0310469 | val_loss: 0.0312273 | Time: 2015.26 ms
[2021-01-10 20:29:24 main:574] : INFO : Epoch 1961 | loss: 0.0310577 | val_loss: 0.0312201 | Time: 2016.72 ms
[2021-01-10 20:29:26 main:574] : INFO : Epoch 1962 | loss: 0.031055 | val_loss: 0.0312377 | Time: 2074.04 ms
[2021-01-10 20:29:28 main:574] : INFO : Epoch 1963 | loss: 0.0310539 | val_loss: 0.031217 | Time: 2124.5 ms
[2021-01-10 20:29:30 main:574] : INFO : Epoch 1964 | loss: 0.031044 | val_loss: 0.0312309 | Time: 2034.75 ms
[2021-01-10 20:29:32 main:574] : INFO : Epoch 1965 | loss: 0.0310428 | val_loss: 0.0312271 | Time: 2119.44 ms
[2021-01-10 20:29:35 main:574] : INFO : Epoch 1966 | loss: 0.0310487 | val_loss: 0.0312243 | Time: 2108.99 ms
[2021-01-10 20:29:37 main:574] : INFO : Epoch 1967 | loss: 0.0310461 | val_loss: 0.0312198 | Time: 2020.98 ms
[2021-01-10 20:29:39 main:574] : INFO : Epoch 1968 | loss: 0.0310443 | val_loss: 0.0312291 | Time: 2106.97 ms
[2021-01-10 20:29:41 main:574] : INFO : Epoch 1969 | loss: 0.0310443 | val_loss: 0.0312202 | Time: 2071.18 ms
[2021-01-10 20:29:43 main:574] : INFO : Epoch 1970 | loss: 0.031042 | val_loss: 0.0312185 | Time: 1986.99 ms
[2021-01-10 20:29:45 main:574] : INFO : Epoch 1971 | loss: 0.0310457 | val_loss: 0.0312315 | Time: 2076.44 ms
[2021-01-10 20:29:47 main:574] : INFO : Epoch 1972 | loss: 0.0310479 | val_loss: 0.0312317 | Time: 1985.06 ms
[2021-01-10 20:29:49 main:574] : INFO : Epoch 1973 | loss: 0.0310501 | val_loss: 0.031224 | Time: 2094.06 ms
[2021-01-10 20:29:51 main:574] : INFO : Epoch 1974 | loss: 0.0310493 | val_loss: 0.0312244 | Time: 2114.69 ms
[2021-01-10 20:29:53 main:574] : INFO : Epoch 1975 | loss: 0.0310416 | val_loss: 0.0312241 | Time: 2041.91 ms
[2021-01-10 20:29:55 main:574] : INFO : Epoch 1976 | loss: 0.0310533 | val_loss: 0.0312122 | Time: 2022.03 ms
[2021-01-10 20:29:58 main:574] : INFO : Epoch 1977 | loss: 0.0310528 | val_loss: 0.0312161 | Time: 2118.74 ms
[2021-01-10 20:30:00 main:574] : INFO : Epoch 1978 | loss: 0.0310471 | val_loss: 0.0312284 | Time: 2021.53 ms
[2021-01-10 20:30:02 main:574] : INFO : Epoch 1979 | loss: 0.0310422 | val_loss: 0.0312271 | Time: 2036.67 ms
[2021-01-10 20:30:04 main:574] : INFO : Epoch 1980 | loss: 0.0310388 | val_loss: 0.0312233 | Time: 2122.97 ms
[2021-01-10 20:30:06 main:574] : INFO : Epoch 1981 | loss: 0.0310351 | val_loss: 0.0312277 | Time: 2060.27 ms
[2021-01-10 20:30:08 main:574] : INFO : Epoch 1982 | loss: 0.0310393 | val_loss: 0.0312224 | Time: 2103.7 ms
[2021-01-10 20:30:10 main:574] : INFO : Epoch 1983 | loss: 0.0310371 | val_loss: 0.031229 | Time: 2139.8 ms
[2021-01-10 20:30:12 main:574] : INFO : Epoch 1984 | loss: 0.0310529 | val_loss: 0.0312241 | Time: 2060.99 ms
[2021-01-10 20:30:15 main:574] : INFO : Epoch 1985 | loss: 0.0310463 | val_loss: 0.0312269 | Time: 2040.8 ms
[2021-01-10 20:30:17 main:574] : INFO : Epoch 1986 | loss: 0.0310474 | val_loss: 0.0312298 | Time: 2212.56 ms
[2021-01-10 20:30:19 main:574] : INFO : Epoch 1987 | loss: 0.031051 | val_loss: 0.0312271 | Time: 1843.15 ms
[2021-01-10 20:30:20 main:574] : INFO : Epoch 1988 | loss: 0.0310492 | val_loss: 0.0312304 | Time: 1667.53 ms
[2021-01-10 20:30:22 main:574] : INFO : Epoch 1989 | loss: 0.0310432 | val_loss: 0.0312315 | Time: 1675.56 ms
[2021-01-10 20:30:24 main:574] : INFO : Epoch 1990 | loss: 0.0310435 | val_loss: 0.0312195 | Time: 1679.69 ms
[2021-01-10 20:30:26 main:574] : INFO : Epoch 1991 | loss: 0.0310413 | val_loss: 0.0312397 | Time: 1687 ms
[2021-01-10 20:30:27 main:574] : INFO : Epoch 1992 | loss: 0.0310376 | val_loss: 0.0312212 | Time: 1641.55 ms
[2021-01-10 20:30:29 main:574] : INFO : Epoch 1993 | loss: 0.0310404 | val_loss: 0.0312355 | Time: 1668.19 ms
[2021-01-10 20:30:31 main:574] : INFO : Epoch 1994 | loss: 0.0310579 | val_loss: 0.0312191 | Time: 1679.03 ms
[2021-01-10 20:30:32 main:574] : INFO : Epoch 1995 | loss: 0.0310572 | val_loss: 0.0312303 | Time: 1729.64 ms
[2021-01-10 20:30:34 main:574] : INFO : Epoch 1996 | loss: 0.0310531 | val_loss: 0.0312156 | Time: 1707.63 ms
[2021-01-10 20:30:36 main:574] : INFO : Epoch 1997 | loss: 0.0310523 | val_loss: 0.031231 | Time: 1816.43 ms
[2021-01-10 20:30:38 main:574] : INFO : Epoch 1998 | loss: 0.0310519 | val_loss: 0.0312284 | Time: 1828.42 ms
[2021-01-10 20:30:40 main:574] : INFO : Epoch 1999 | loss: 0.0310521 | val_loss: 0.0312238 | Time: 1835.31 ms
[2021-01-10 20:30:42 main:574] : INFO : Epoch 2000 | loss: 0.0310493 | val_loss: 0.0312223 | Time: 1844.8 ms
[2021-01-10 20:30:44 main:574] : INFO : Epoch 2001 | loss: 0.0310481 | val_loss: 0.0312376 | Time: 1830.97 ms
[2021-01-10 20:30:45 main:574] : INFO : Epoch 2002 | loss: 0.0310446 | val_loss: 0.0312274 | Time: 1783.58 ms
[2021-01-10 20:30:47 main:574] : INFO : Epoch 2003 | loss: 0.0310449 | val_loss: 0.0312304 | Time: 1896.27 ms
[2021-01-10 20:30:49 main:574] : INFO : Epoch 2004 | loss: 0.0310439 | val_loss: 0.0312232 | Time: 1784.71 ms
[2021-01-10 20:30:51 main:574] : INFO : Epoch 2005 | loss: 0.0310597 | val_loss: 0.0312322 | Time: 1789.33 ms
[2021-01-10 20:30:53 main:574] : INFO : Epoch 2006 | loss: 0.0310505 | val_loss: 0.0312412 | Time: 1757.11 ms
[2021-01-10 20:30:55 main:574] : INFO : Epoch 2007 | loss: 0.0310392 | val_loss: 0.0312232 | Time: 1806.38 ms
[2021-01-10 20:30:56 main:574] : INFO : Epoch 2008 | loss: 0.0310453 | val_loss: 0.0312402 | Time: 1763.96 ms
[2021-01-10 20:30:58 main:574] : INFO : Epoch 2009 | loss: 0.031043 | val_loss: 0.0312331 | Time: 1802.29 ms
[2021-01-10 20:31:00 main:574] : INFO : Epoch 2010 | loss: 0.0310411 | val_loss: 0.0312243 | Time: 1724.82 ms
[2021-01-10 20:31:02 main:574] : INFO : Epoch 2011 | loss: 0.0310387 | val_loss: 0.0312388 | Time: 1766.54 ms
[2021-01-10 20:31:04 main:574] : INFO : Epoch 2012 | loss: 0.0310421 | val_loss: 0.031223 | Time: 1816.91 ms
[2021-01-10 20:31:05 main:574] : INFO : Epoch 2013 | loss: 0.0310443 | val_loss: 0.0312302 | Time: 1743.57 ms
[2021-01-10 20:31:07 main:574] : INFO : Epoch 2014 | loss: 0.0310389 | val_loss: 0.0312333 | Time: 1831.78 ms
[2021-01-10 20:31:09 main:574] : INFO : Epoch 2015 | loss: 0.0310438 | val_loss: 0.0312154 | Time: 1717.18 ms
[2021-01-10 20:31:11 main:574] : INFO : Epoch 2016 | loss: 0.031044 | val_loss: 0.0312358 | Time: 1825.2 ms
[2021-01-10 20:31:13 main:574] : INFO : Epoch 2017 | loss: 0.0310458 | val_loss: 0.0312152 | Time: 1745.38 ms
[2021-01-10 20:31:14 main:574] : INFO : Epoch 2018 | loss: 0.0310515 | val_loss: 0.0312242 | Time: 1770.19 ms
[2021-01-10 20:31:16 main:574] : INFO : Epoch 2019 | loss: 0.0310431 | val_loss: 0.0312274 | Time: 1753.6 ms
[2021-01-10 20:31:18 main:574] : INFO : Epoch 2020 | loss: 0.0310432 | val_loss: 0.0312284 | Time: 1778.69 ms
[2021-01-10 20:31:20 main:574] : INFO : Epoch 2021 | loss: 0.0310435 | val_loss: 0.0312211 | Time: 1817.63 ms
[2021-01-10 20:31:22 main:574] : INFO : Epoch 2022 | loss: 0.0310446 | val_loss: 0.0312297 | Time: 1774.26 ms
[2021-01-10 20:31:24 main:574] : INFO : Epoch 2023 | loss: 0.0310483 | val_loss: 0.0312357 | Time: 1788.27 ms
[2021-01-10 20:31:25 main:574] : INFO : Epoch 2024 | loss: 0.0310473 | val_loss: 0.0312341 | Time: 1773.92 ms
[2021-01-10 20:31:27 main:574] : INFO : Epoch 2025 | loss: 0.0310456 | val_loss: 0.0312226 | Time: 1804.42 ms
[2021-01-10 20:31:29 main:574] : INFO : Epoch 2026 | loss: 0.0310521 | val_loss: 0.0312221 | Time: 1762.97 ms
[2021-01-10 20:31:31 main:574] : INFO : Epoch 2027 | loss: 0.0310565 | val_loss: 0.0312236 | Time: 1805.38 ms
[2021-01-10 20:31:33 main:574] : INFO : Epoch 2028 | loss: 0.0310483 | val_loss: 0.0312184 | Time: 1760.97 ms
[2021-01-10 20:31:34 main:574] : INFO : Epoch 2029 | loss: 0.0310505 | val_loss: 0.0312208 | Time: 1768.58 ms
[2021-01-10 20:31:36 main:574] : INFO : Epoch 2030 | loss: 0.0310462 | val_loss: 0.0312246 | Time: 1766.01 ms
[2021-01-10 20:31:38 main:574] : INFO : Epoch 2031 | loss: 0.0310441 | val_loss: 0.0312245 | Time: 1754.62 ms
[2021-01-10 20:31:40 main:574] : INFO : Epoch 2032 | loss: 0.0310442 | val_loss: 0.0312465 | Time: 1739.22 ms
[2021-01-10 20:31:42 main:574] : INFO : Epoch 2033 | loss: 0.031046 | val_loss: 0.0312207 | Time: 1787.9 ms
[2021-01-10 20:31:43 main:574] : INFO : Epoch 2034 | loss: 0.0310433 | val_loss: 0.0312397 | Time: 1725.89 ms
[2021-01-10 20:31:45 main:574] : INFO : Epoch 2035 | loss: 0.0310416 | val_loss: 0.0312313 | Time: 1808.23 ms
[2021-01-10 20:31:47 main:574] : INFO : Epoch 2036 | loss: 0.0310507 | val_loss: 0.0312366 | Time: 1745.36 ms
[2021-01-10 20:31:49 main:574] : INFO : Epoch 2037 | loss: 0.0310463 | val_loss: 0.0312193 | Time: 1718.43 ms
[2021-01-10 20:31:51 main:574] : INFO : Epoch 2038 | loss: 0.031045 | val_loss: 0.0312381 | Time: 1720.23 ms
[2021-01-10 20:31:52 main:574] : INFO : Epoch 2039 | loss: 0.0310447 | val_loss: 0.0312184 | Time: 1776.83 ms
[2021-01-10 20:31:54 main:574] : INFO : Epoch 2040 | loss: 0.0310463 | val_loss: 0.0312297 | Time: 1803.8 ms
[2021-01-10 20:31:56 main:574] : INFO : Epoch 2041 | loss: 0.031044 | val_loss: 0.0312327 | Time: 1791.26 ms
[2021-01-10 20:31:58 main:574] : INFO : Epoch 2042 | loss: 0.0310453 | val_loss: 0.0312178 | Time: 1773.64 ms
[2021-01-10 20:32:00 main:574] : INFO : Epoch 2043 | loss: 0.0310433 | val_loss: 0.0312236 | Time: 1771.58 ms
[2021-01-10 20:32:01 main:574] : INFO : Epoch 2044 | loss: 0.0310437 | val_loss: 0.0312246 | Time: 1751.86 ms
[2021-01-10 20:32:03 main:574] : INFO : Epoch 2045 | loss: 0.0310459 | val_loss: 0.0312286 | Time: 1759.6 ms
[2021-01-10 20:32:05 main:574] : INFO : Epoch 2046 | loss: 0.0310559 | val_loss: 0.0312288 | Time: 1781.37 ms
[2021-01-10 20:32:07 main:574] : INFO : Epoch 2047 | loss: 0.031059 | val_loss: 0.0312411 | Time: 1801.68 ms
[2021-01-10 20:32:09 main:574] : INFO : Epoch 2048 | loss: 0.031051 | val_loss: 0.0312279 | Time: 1832.9 ms
[2021-01-10 20:32:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312279
[2021-01-10 20:32:09 main:603] : INFO : Saving end state to config to file
[2021-01-10 20:32:09 main:608] : INFO : Success, exiting..
20:32:09 (15728): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)