Task 5747871
| Name | ParityMachine-1625431957-32507-1_0 |
| Workunit | 3579557 |
| Created | 10 Jul 2021, 1:22:42 UTC |
| Sent | 16 Jul 2021, 18:44:58 UTC |
| Report deadline | 23 Jul 2021, 18:44:58 UTC |
| Received | 19 Jul 2021, 8:39:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 1 hours 18 min 40 sec |
| CPU time | 1 hours 18 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,412.34 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 | 10.56 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 10:22:40 main:581] : INFO : Epoch 1538 | loss: 0.0310717 | val_loss: 0.0312284 | Time: 1850.1 ms [2021-07-19 10:22:42 main:581] : INFO : Epoch 1539 | loss: 0.0310684 | val_loss: 0.0312316 | Time: 1869.9 ms [2021-07-19 10:22:44 main:581] : INFO : Epoch 1540 | loss: 0.031072 | val_loss: 0.0312289 | Time: 1936.04 ms [2021-07-19 10:22:46 main:581] : INFO : Epoch 1541 | loss: 0.0310733 | val_loss: 0.0312451 | Time: 2049.67 ms [2021-07-19 10:22:48 main:581] : INFO : Epoch 1542 | loss: 0.0310761 | val_loss: 0.0312178 | Time: 1899.28 ms [2021-07-19 10:22:50 main:581] : INFO : Epoch 1543 | loss: 0.0310798 | val_loss: 0.0312223 | Time: 1823.72 ms [2021-07-19 10:22:52 main:581] : INFO : Epoch 1544 | loss: 0.0310746 | val_loss: 0.0312346 | Time: 1827.19 ms [2021-07-19 10:22:54 main:581] : INFO : Epoch 1545 | loss: 0.0310751 | val_loss: 0.0312232 | Time: 1831.58 ms [2021-07-19 10:22:55 main:581] : INFO : Epoch 1546 | loss: 0.0310802 | val_loss: 0.031241 | Time: 1835.14 ms [2021-07-19 10:22:57 main:581] : INFO : Epoch 1547 | loss: 0.0310788 | val_loss: 0.0312249 | Time: 1878.02 ms [2021-07-19 10:22:59 main:581] : INFO : Epoch 1548 | loss: 0.0310781 | val_loss: 0.0312249 | Time: 2095.59 ms [2021-07-19 10:23:01 main:581] : INFO : Epoch 1549 | loss: 0.031078 | val_loss: 0.0312341 | Time: 1869.17 ms [2021-07-19 10:23:03 main:581] : INFO : Epoch 1550 | loss: 0.031078 | val_loss: 0.0312276 | Time: 1815.66 ms [2021-07-19 10:23:05 main:581] : INFO : Epoch 1551 | loss: 0.0310788 | val_loss: 0.031208 | Time: 1840.56 ms [2021-07-19 10:23:07 main:581] : INFO : Epoch 1552 | loss: 0.031072 | val_loss: 0.0312668 | Time: 1896.01 ms [2021-07-19 10:23:09 main:581] : INFO : Epoch 1553 | loss: 0.0310809 | val_loss: 0.03122 | Time: 1918.49 ms [2021-07-19 10:23:11 main:581] : INFO : Epoch 1554 | loss: 0.0310723 | val_loss: 0.0312285 | Time: 1883.47 ms [2021-07-19 10:23:13 main:581] : INFO : Epoch 1555 | loss: 0.0310706 | val_loss: 0.0312309 | Time: 1939.38 ms [2021-07-19 10:23:14 main:581] : INFO : Epoch 1556 | loss: 0.0310721 | val_loss: 0.0312147 | Time: 1871.39 ms [2021-07-19 10:23:16 main:581] : INFO : Epoch 1557 | loss: 0.0310651 | val_loss: 0.0312363 | Time: 1830.59 ms [2021-07-19 10:23:18 main:581] : INFO : Epoch 1558 | loss: 0.0310734 | val_loss: 0.0312285 | Time: 1853.93 ms [2021-07-19 10:23:20 main:581] : INFO : Epoch 1559 | loss: 0.0310733 | val_loss: 0.0312304 | Time: 1868.78 ms [2021-07-19 10:23:22 main:581] : INFO : Epoch 1560 | loss: 0.0310727 | val_loss: 0.031245 | Time: 1908.86 ms [2021-07-19 10:23:24 main:581] : INFO : Epoch 1561 | loss: 0.0310871 | val_loss: 0.0312254 | Time: 1840.13 ms [2021-07-19 10:23:26 main:581] : INFO : Epoch 1562 | loss: 0.0310835 | val_loss: 0.0312194 | Time: 1860.8 ms [2021-07-19 10:23:28 main:581] : INFO : Epoch 1563 | loss: 0.031078 | val_loss: 0.0312304 | Time: 1937.98 ms [2021-07-19 10:23:29 main:581] : INFO : Epoch 1564 | loss: 0.0310715 | val_loss: 0.0312138 | Time: 1861.27 ms [2021-07-19 10:23:31 main:581] : INFO : Epoch 1565 | loss: 0.031071 | val_loss: 0.0312468 | Time: 1848.72 ms [2021-07-19 10:23:33 main:581] : INFO : Epoch 1566 | loss: 0.0310716 | val_loss: 0.0312175 | Time: 1833.76 ms [2021-07-19 10:23:35 main:581] : INFO : Epoch 1567 | loss: 0.0310775 | val_loss: 0.0312189 | Time: 1837.99 ms [2021-07-19 10:23:37 main:581] : INFO : Epoch 1568 | loss: 0.0310761 | val_loss: 0.0312336 | Time: 1838.36 ms [2021-07-19 10:23:39 main:581] : INFO : Epoch 1569 | loss: 0.031077 | val_loss: 0.0312071 | Time: 1843.71 ms [2021-07-19 10:23:41 main:581] : INFO : Epoch 1570 | loss: 0.0310841 | val_loss: 0.0312203 | Time: 1953.94 ms [2021-07-19 10:23:42 main:581] : INFO : Epoch 1571 | loss: 0.0310799 | val_loss: 0.0312056 | Time: 1842.49 ms [2021-07-19 10:23:44 main:581] : INFO : Epoch 1572 | loss: 0.0310783 | val_loss: 0.0312257 | Time: 1827.94 ms [2021-07-19 10:23:46 main:581] : INFO : Epoch 1573 | loss: 0.031072 | val_loss: 0.031221 | Time: 1845.59 ms [2021-07-19 10:23:48 main:581] : INFO : Epoch 1574 | loss: 0.0310751 | val_loss: 0.0312528 | Time: 1860.49 ms [2021-07-19 10:23:50 main:581] : INFO : Epoch 1575 | loss: 0.0310731 | val_loss: 0.0312097 | Time: 1893.67 ms [2021-07-19 10:23:52 main:581] : INFO : Epoch 1576 | loss: 0.0310689 | val_loss: 0.0312389 | Time: 1856.11 ms [2021-07-19 10:23:54 main:581] : INFO : Epoch 1577 | loss: 0.0310747 | val_loss: 0.0312231 | Time: 1964.54 ms [2021-07-19 10:23:56 main:581] : INFO : Epoch 1578 | loss: 0.0310712 | val_loss: 0.0312297 | Time: 1853.69 ms [2021-07-19 10:23:57 main:581] : INFO : Epoch 1579 | loss: 0.0310701 | val_loss: 0.0312454 | Time: 1816.37 ms [2021-07-19 10:23:59 main:581] : INFO : Epoch 1580 | loss: 0.031085 | val_loss: 0.0312141 | Time: 1873.9 ms [2021-07-19 10:24:01 main:581] : INFO : Epoch 1581 | loss: 0.0310855 | val_loss: 0.0312153 | Time: 1855.26 ms [2021-07-19 10:24:03 main:581] : INFO : Epoch 1582 | loss: 0.0310781 | val_loss: 0.0312238 | Time: 1863.88 ms [2021-07-19 10:24:05 main:581] : INFO : Epoch 1583 | loss: 0.0310738 | val_loss: 0.0312225 | Time: 1880.64 ms [2021-07-19 10:24:07 main:581] : INFO : Epoch 1584 | loss: 0.0310731 | val_loss: 0.0312366 | Time: 1974.83 ms [2021-07-19 10:24:09 main:581] : INFO : Epoch 1585 | loss: 0.0310714 | val_loss: 0.0312188 | Time: 1902.19 ms [2021-07-19 10:24:11 main:581] : INFO : Epoch 1586 | loss: 0.0310873 | val_loss: 0.0312187 | Time: 1844.5 ms [2021-07-19 10:24:12 main:581] : INFO : Epoch 1587 | loss: 0.0310744 | val_loss: 0.0312247 | Time: 1898.31 ms [2021-07-19 10:24:14 main:581] : INFO : Epoch 1588 | loss: 0.0310687 | val_loss: 0.0312246 | Time: 1836.18 ms [2021-07-19 10:24:16 main:581] : INFO : Epoch 1589 | loss: 0.0310721 | val_loss: 0.0312318 | Time: 1813.62 ms [2021-07-19 10:24:18 main:581] : INFO : Epoch 1590 | loss: 0.0310779 | val_loss: 0.031216 | Time: 1851.87 ms [2021-07-19 10:24:20 main:581] : INFO : Epoch 1591 | loss: 0.031074 | val_loss: 0.0312249 | Time: 1872.19 ms [2021-07-19 10:24:22 main:581] : INFO : Epoch 1592 | loss: 0.0310775 | val_loss: 0.0312304 | Time: 1890.61 ms [2021-07-19 10:24:24 main:581] : INFO : Epoch 1593 | loss: 0.0310701 | val_loss: 0.0312301 | Time: 1924.83 ms [2021-07-19 10:24:26 main:581] : INFO : Epoch 1594 | loss: 0.0310676 | val_loss: 0.0312379 | Time: 1911.42 ms [2021-07-19 10:24:27 main:581] : INFO : Epoch 1595 | loss: 0.0310641 | val_loss: 0.031237 | Time: 1943.73 ms [2021-07-19 10:24:29 main:581] : INFO : Epoch 1596 | loss: 0.0310747 | val_loss: 0.0312334 | Time: 1850.92 ms [2021-07-19 10:24:31 main:581] : INFO : Epoch 1597 | loss: 0.0310708 | val_loss: 0.0312243 | Time: 1824.38 ms [2021-07-19 10:24:33 main:581] : INFO : Epoch 1598 | loss: 0.0310721 | val_loss: 0.031231 | Time: 1913.26 ms [2021-07-19 10:24:35 main:581] : INFO : Epoch 1599 | loss: 0.0310807 | val_loss: 0.0312203 | Time: 1859.24 ms [2021-07-19 10:24:37 main:581] : INFO : Epoch 1600 | loss: 0.0310835 | val_loss: 0.031225 | Time: 1847.74 ms [2021-07-19 10:24:39 main:581] : INFO : Epoch 1601 | loss: 0.0310838 | val_loss: 0.0312148 | Time: 1955.32 ms [2021-07-19 10:24:41 main:581] : INFO : Epoch 1602 | loss: 0.0310784 | val_loss: 0.0312267 | Time: 1884.06 ms [2021-07-19 10:24:42 main:581] : INFO : Epoch 1603 | loss: 0.0310757 | val_loss: 0.0312296 | Time: 1843.19 ms [2021-07-19 10:24:44 main:581] : INFO : Epoch 1604 | loss: 0.0310677 | val_loss: 0.0312321 | Time: 1853.27 ms [2021-07-19 10:24:46 main:581] : INFO : Epoch 1605 | loss: 0.0310661 | val_loss: 0.031245 | Time: 1853.84 ms [2021-07-19 10:24:48 main:581] : INFO : Epoch 1606 | loss: 0.0310695 | val_loss: 0.0312129 | Time: 1869.34 ms [2021-07-19 10:24:50 main:581] : INFO : Epoch 1607 | loss: 0.0310758 | val_loss: 0.0312402 | Time: 1887.47 ms [2021-07-19 10:24:52 main:581] : INFO : Epoch 1608 | loss: 0.0310707 | val_loss: 0.0312261 | Time: 1872.3 ms [2021-07-19 10:24:54 main:581] : INFO : Epoch 1609 | loss: 0.0310682 | val_loss: 0.0312177 | Time: 1896.09 ms [2021-07-19 10:24:56 main:581] : INFO : Epoch 1610 | loss: 0.031074 | val_loss: 0.0312336 | Time: 1853.15 ms [2021-07-19 10:24:58 main:581] : INFO : Epoch 1611 | loss: 0.0310675 | val_loss: 0.03123 | Time: 1993.53 ms [2021-07-19 10:24:59 main:581] : INFO : Epoch 1612 | loss: 0.0310693 | val_loss: 0.031224 | Time: 1884.04 ms [2021-07-19 10:25:01 main:581] : INFO : Epoch 1613 | loss: 0.0310672 | val_loss: 0.0312304 | Time: 1843.61 ms [2021-07-19 10:25:03 main:581] : INFO : Epoch 1614 | loss: 0.0310769 | val_loss: 0.0312235 | Time: 1825.56 ms [2021-07-19 10:25:05 main:581] : INFO : Epoch 1615 | loss: 0.0310695 | val_loss: 0.0312156 | Time: 1835.75 ms [2021-07-19 10:25:07 main:581] : INFO : Epoch 1616 | loss: 0.0310734 | val_loss: 0.0312271 | Time: 1848.24 ms [2021-07-19 10:25:09 main:581] : INFO : Epoch 1617 | loss: 0.0310713 | val_loss: 0.0312351 | Time: 1919.58 ms [2021-07-19 10:25:11 main:581] : INFO : Epoch 1618 | loss: 0.0310682 | val_loss: 0.0312219 | Time: 2060.69 ms [2021-07-19 10:25:13 main:581] : INFO : Epoch 1619 | loss: 0.0310746 | val_loss: 0.03121 | Time: 1933.57 ms [2021-07-19 10:25:15 main:581] : INFO : Epoch 1620 | loss: 0.0310764 | val_loss: 0.0312317 | Time: 1874.7 ms [2021-07-19 10:25:16 main:581] : INFO : Epoch 1621 | loss: 0.031075 | val_loss: 0.0312167 | Time: 1830.73 ms [2021-07-19 10:25:18 main:581] : INFO : Epoch 1622 | loss: 0.0310721 | val_loss: 0.0312359 | Time: 1837.79 ms [2021-07-19 10:25:20 main:581] : INFO : Epoch 1623 | loss: 0.0310719 | val_loss: 0.0312172 | Time: 1848.27 ms [2021-07-19 10:25:22 main:581] : INFO : Epoch 1624 | loss: 0.0310678 | val_loss: 0.0312281 | Time: 1861.03 ms [2021-07-19 10:25:24 main:581] : INFO : Epoch 1625 | loss: 0.031065 | val_loss: 0.0312366 | Time: 1874.75 ms [2021-07-19 10:25:26 main:581] : INFO : Epoch 1626 | loss: 0.0310742 | val_loss: 0.0312385 | Time: 1897.38 ms [2021-07-19 10:25:28 main:581] : INFO : Epoch 1627 | loss: 0.0310697 | val_loss: 0.0312392 | Time: 1865.34 ms [2021-07-19 10:25:30 main:581] : INFO : Epoch 1628 | loss: 0.0310728 | val_loss: 0.0312265 | Time: 1971.67 ms [2021-07-19 10:25:31 main:581] : INFO : Epoch 1629 | loss: 0.031073 | val_loss: 0.031236 | Time: 1939.26 ms [2021-07-19 10:25:33 main:581] : INFO : Epoch 1630 | loss: 0.0310813 | val_loss: 0.0312414 | Time: 1913.02 ms [2021-07-19 10:25:35 main:581] : INFO : Epoch 1631 | loss: 0.0310692 | val_loss: 0.0312414 | Time: 1856.39 ms [2021-07-19 10:25:37 main:581] : INFO : Epoch 1632 | loss: 0.0310666 | val_loss: 0.0312328 | Time: 1816.52 ms [2021-07-19 10:25:39 main:581] : INFO : Epoch 1633 | loss: 0.0310765 | val_loss: 0.0312244 | Time: 1839.49 ms [2021-07-19 10:25:41 main:581] : INFO : Epoch 1634 | loss: 0.0310712 | val_loss: 0.0312224 | Time: 1863.01 ms [2021-07-19 10:25:43 main:581] : INFO : Epoch 1635 | loss: 0.0310648 | val_loss: 0.031243 | Time: 1927.2 ms [2021-07-19 10:25:45 main:581] : INFO : Epoch 1636 | loss: 0.0310638 | val_loss: 0.0312289 | Time: 2026.41 ms [2021-07-19 10:25:47 main:581] : INFO : Epoch 1637 | loss: 0.031066 | val_loss: 0.0312282 | Time: 1847.22 ms [2021-07-19 10:25:48 main:581] : INFO : Epoch 1638 | loss: 0.0310684 | val_loss: 0.0312233 | Time: 1848.89 ms [2021-07-19 10:25:50 main:581] : INFO : Epoch 1639 | loss: 0.0310628 | val_loss: 0.0312214 | Time: 1833.29 ms [2021-07-19 10:25:52 main:581] : INFO : Epoch 1640 | loss: 0.031069 | val_loss: 0.0312456 | Time: 1853.72 ms [2021-07-19 10:25:54 main:581] : INFO : Epoch 1641 | loss: 0.0310638 | val_loss: 0.0312473 | Time: 1861.87 ms [2021-07-19 10:25:56 main:581] : INFO : Epoch 1642 | loss: 0.0310619 | val_loss: 0.0312398 | Time: 1875.77 ms [2021-07-19 10:25:58 main:581] : INFO : Epoch 1643 | loss: 0.0310673 | val_loss: 0.0312481 | Time: 1956.85 ms [2021-07-19 10:26:00 main:581] : INFO : Epoch 1644 | loss: 0.0310661 | val_loss: 0.0312297 | Time: 1862.09 ms [2021-07-19 10:26:02 main:581] : INFO : Epoch 1645 | loss: 0.0310588 | val_loss: 0.0312434 | Time: 1832.31 ms [2021-07-19 10:26:03 main:581] : INFO : Epoch 1646 | loss: 0.0310651 | val_loss: 0.0312342 | Time: 1833.91 ms [2021-07-19 10:26:05 main:581] : INFO : Epoch 1647 | loss: 0.031062 | val_loss: 0.0312337 | Time: 1896.47 ms [2021-07-19 10:26:07 main:581] : INFO : Epoch 1648 | loss: 0.0310594 | val_loss: 0.0312418 | Time: 1840.4 ms [2021-07-19 10:26:09 main:581] : INFO : Epoch 1649 | loss: 0.0310644 | val_loss: 0.0312397 | Time: 1867.15 ms [2021-07-19 10:26:11 main:581] : INFO : Epoch 1650 | loss: 0.0310731 | val_loss: 0.0312508 | Time: 1853.74 ms [2021-07-19 10:26:13 main:581] : INFO : Epoch 1651 | loss: 0.0310722 | val_loss: 0.0312249 | Time: 1913.87 ms [2021-07-19 10:26:15 main:581] : INFO : Epoch 1652 | loss: 0.0310702 | val_loss: 0.0312414 | Time: 1948.68 ms [2021-07-19 10:26:17 main:581] : INFO : Epoch 1653 | loss: 0.0310694 | val_loss: 0.0312276 | Time: 1855 ms [2021-07-19 10:26:18 main:581] : INFO : Epoch 1654 | loss: 0.0310897 | val_loss: 0.0312373 | Time: 1905.64 ms [2021-07-19 10:26:20 main:581] : INFO : Epoch 1655 | loss: 0.0310765 | val_loss: 0.0312142 | Time: 1844.64 ms [2021-07-19 10:26:22 main:581] : INFO : Epoch 1656 | loss: 0.0310775 | val_loss: 0.0312365 | Time: 1853.11 ms [2021-07-19 10:26:24 main:581] : INFO : Epoch 1657 | loss: 0.0310905 | val_loss: 0.0312135 | Time: 1844.91 ms [2021-07-19 10:26:26 main:581] : INFO : Epoch 1658 | loss: 0.0310792 | val_loss: 0.0312356 | Time: 1848.95 ms [2021-07-19 10:26:28 main:581] : INFO : Epoch 1659 | loss: 0.0310718 | val_loss: 0.0312226 | Time: 1884.12 ms [2021-07-19 10:26:30 main:581] : INFO : Epoch 1660 | loss: 0.0310744 | val_loss: 0.0312221 | Time: 2025.5 ms [2021-07-19 10:26:32 main:581] : INFO : Epoch 1661 | loss: 0.031075 | val_loss: 0.0312203 | Time: 1867.37 ms [2021-07-19 10:26:34 main:581] : INFO : Epoch 1662 | loss: 0.0310867 | val_loss: 0.0312254 | Time: 1901.17 ms [2021-07-19 10:26:35 main:581] : INFO : Epoch 1663 | loss: 0.0311034 | val_loss: 0.0312246 | Time: 1850.86 ms [2021-07-19 10:26:37 main:581] : INFO : Epoch 1664 | loss: 0.0310843 | val_loss: 0.0312181 | Time: 1874.85 ms [2021-07-19 10:26:39 main:581] : INFO : Epoch 1665 | loss: 0.0310755 | val_loss: 0.0312232 | Time: 1843.38 ms [2021-07-19 10:26:41 main:581] : INFO : Epoch 1666 | loss: 0.0310687 | val_loss: 0.031245 | Time: 1849.08 ms [2021-07-19 10:26:43 main:581] : INFO : Epoch 1667 | loss: 0.0310721 | val_loss: 0.0312389 | Time: 1938.95 ms [2021-07-19 10:26:45 main:581] : INFO : Epoch 1668 | loss: 0.0310771 | val_loss: 0.0312243 | Time: 1967.84 ms [2021-07-19 10:26:47 main:581] : INFO : Epoch 1669 | loss: 0.0310713 | val_loss: 0.031251 | Time: 1824.99 ms [2021-07-19 10:26:48 main:581] : INFO : Epoch 1670 | loss: 0.0310646 | val_loss: 0.0312351 | Time: 1826.61 ms [2021-07-19 10:26:50 main:581] : INFO : Epoch 1671 | loss: 0.0310657 | val_loss: 0.0312289 | Time: 1824.99 ms [2021-07-19 10:26:52 main:581] : INFO : Epoch 1672 | loss: 0.0310718 | val_loss: 0.0312415 | Time: 1839.05 ms [2021-07-19 10:26:54 main:581] : INFO : Epoch 1673 | loss: 0.031072 | val_loss: 0.0312315 | Time: 2038.04 ms [2021-07-19 10:26:56 main:581] : INFO : Epoch 1674 | loss: 0.0310692 | val_loss: 0.0312353 | Time: 1902.35 ms [2021-07-19 10:26:58 main:581] : INFO : Epoch 1675 | loss: 0.0310777 | val_loss: 0.0312316 | Time: 1844.27 ms [2021-07-19 10:27:00 main:581] : INFO : Epoch 1676 | loss: 0.0310748 | val_loss: 0.0312344 | Time: 1852.72 ms [2021-07-19 10:27:02 main:581] : INFO : Epoch 1677 | loss: 0.0310712 | val_loss: 0.0312294 | Time: 1817.26 ms [2021-07-19 10:27:03 main:581] : INFO : Epoch 1678 | loss: 0.0310646 | val_loss: 0.0312336 | Time: 1824.12 ms [2021-07-19 10:27:05 main:581] : INFO : Epoch 1679 | loss: 0.0310654 | val_loss: 0.0312366 | Time: 1900.98 ms [2021-07-19 10:27:07 main:581] : INFO : Epoch 1680 | loss: 0.0310613 | val_loss: 0.0312464 | Time: 1879.3 ms [2021-07-19 10:27:09 main:581] : INFO : Epoch 1681 | loss: 0.0310562 | val_loss: 0.0312367 | Time: 1904.96 ms [2021-07-19 10:27:11 main:581] : INFO : Epoch 1682 | loss: 0.0310651 | val_loss: 0.0312223 | Time: 1942.08 ms [2021-07-19 10:27:13 main:581] : INFO : Epoch 1683 | loss: 0.0310695 | val_loss: 0.0312407 | Time: 1922.73 ms [2021-07-19 10:27:15 main:581] : INFO : Epoch 1684 | loss: 0.0310681 | val_loss: 0.0312516 | Time: 1941.28 ms [2021-07-19 10:27:17 main:581] : INFO : Epoch 1685 | loss: 0.0310612 | val_loss: 0.0312433 | Time: 1868.88 ms [2021-07-19 10:27:19 main:581] : INFO : Epoch 1686 | loss: 0.0310613 | val_loss: 0.0312417 | Time: 1847.27 ms [2021-07-19 10:27:21 main:581] : INFO : Epoch 1687 | loss: 0.0310603 | val_loss: 0.031249 | Time: 1884.83 ms [2021-07-19 10:27:22 main:581] : INFO : Epoch 1688 | loss: 0.0310604 | val_loss: 0.0312248 | Time: 1934.31 ms [2021-07-19 10:27:24 main:581] : INFO : Epoch 1689 | loss: 0.0310571 | val_loss: 0.031242 | Time: 1964.02 ms [2021-07-19 10:27:26 main:581] : INFO : Epoch 1690 | loss: 0.0310663 | val_loss: 0.0312364 | Time: 1901.09 ms [2021-07-19 10:27:28 main:581] : INFO : Epoch 1691 | loss: 0.0310694 | val_loss: 0.0312331 | Time: 1874.32 ms [2021-07-19 10:27:30 main:581] : INFO : Epoch 1692 | loss: 0.0310741 | val_loss: 0.0312417 | Time: 1884.41 ms [2021-07-19 10:27:32 main:581] : INFO : Epoch 1693 | loss: 0.0310898 | val_loss: 0.0312234 | Time: 1974.98 ms [2021-07-19 10:27:34 main:581] : INFO : Epoch 1694 | loss: 0.0310846 | val_loss: 0.0312243 | Time: 1898.07 ms [2021-07-19 10:27:36 main:581] : INFO : Epoch 1695 | loss: 0.0310742 | val_loss: 0.0312368 | Time: 1950.71 ms [2021-07-19 10:27:38 main:581] : INFO : Epoch 1696 | loss: 0.0310664 | val_loss: 0.031227 | Time: 1928.35 ms [2021-07-19 10:27:40 main:581] : INFO : Epoch 1697 | loss: 0.0310643 | val_loss: 0.0312359 | Time: 1841.46 ms [2021-07-19 10:27:42 main:581] : INFO : Epoch 1698 | loss: 0.0310615 | val_loss: 0.0312433 | Time: 1899.45 ms [2021-07-19 10:27:43 main:581] : INFO : Epoch 1699 | loss: 0.0310664 | val_loss: 0.0312503 | Time: 1882.22 ms [2021-07-19 10:27:45 main:581] : INFO : Epoch 1700 | loss: 0.0310647 | val_loss: 0.0312166 | Time: 1896.5 ms [2021-07-19 10:27:47 main:581] : INFO : Epoch 1701 | loss: 0.0310625 | val_loss: 0.0312443 | Time: 1923.46 ms [2021-07-19 10:27:49 main:581] : INFO : Epoch 1702 | loss: 0.0310612 | val_loss: 0.0312517 | Time: 1855.46 ms [2021-07-19 10:27:51 main:581] : INFO : Epoch 1703 | loss: 0.0310599 | val_loss: 0.0312372 | Time: 1898.54 ms [2021-07-19 10:27:53 main:581] : INFO : Epoch 1704 | loss: 0.0310661 | val_loss: 0.0312274 | Time: 1857.96 ms [2021-07-19 10:27:55 main:581] : INFO : Epoch 1705 | loss: 0.0310698 | val_loss: 0.0312281 | Time: 1838.71 ms [2021-07-19 10:27:57 main:581] : INFO : Epoch 1706 | loss: 0.031064 | val_loss: 0.0312431 | Time: 1887.6 ms [2021-07-19 10:27:59 main:581] : INFO : Epoch 1707 | loss: 0.0310658 | val_loss: 0.0312302 | Time: 1923.52 ms [2021-07-19 10:28:01 main:581] : INFO : Epoch 1708 | loss: 0.0310639 | val_loss: 0.0312296 | Time: 1991 ms [2021-07-19 10:28:02 main:581] : INFO : Epoch 1709 | loss: 0.0310632 | val_loss: 0.0312375 | Time: 1891.82 ms [2021-07-19 10:28:04 main:581] : INFO : Epoch 1710 | loss: 0.0310608 | val_loss: 0.0312458 | Time: 1920.74 ms [2021-07-19 10:28:06 main:581] : INFO : Epoch 1711 | loss: 0.0310644 | val_loss: 0.0312326 | Time: 1911.26 ms [2021-07-19 10:28:08 main:581] : INFO : Epoch 1712 | loss: 0.0310606 | val_loss: 0.0312363 | Time: 1866.2 ms [2021-07-19 10:28:10 main:581] : INFO : Epoch 1713 | loss: 0.0310675 | val_loss: 0.0312453 | Time: 1874.56 ms [2021-07-19 10:28:12 main:581] : INFO : Epoch 1714 | loss: 0.03106 | val_loss: 0.0312435 | Time: 2000.93 ms [2021-07-19 10:28:14 main:581] : INFO : Epoch 1715 | loss: 0.0310629 | val_loss: 0.0312377 | Time: 2037.57 ms [2021-07-19 10:28:16 main:581] : INFO : Epoch 1716 | loss: 0.0310583 | val_loss: 0.0312425 | Time: 1953.3 ms [2021-07-19 10:28:18 main:581] : INFO : Epoch 1717 | loss: 0.0310586 | val_loss: 0.0312449 | Time: 1829.32 ms [2021-07-19 10:28:20 main:581] : INFO : Epoch 1718 | loss: 0.031066 | val_loss: 0.0312295 | Time: 1835.11 ms [2021-07-19 10:28:22 main:581] : INFO : Epoch 1719 | loss: 0.0310643 | val_loss: 0.0312591 | Time: 2016.53 ms [2021-07-19 10:28:24 main:581] : INFO : Epoch 1720 | loss: 0.0310648 | val_loss: 0.0312511 | Time: 1972.19 ms [2021-07-19 10:28:26 main:581] : INFO : Epoch 1721 | loss: 0.0310656 | val_loss: 0.0312477 | Time: 1917.61 ms [2021-07-19 10:28:27 main:581] : INFO : Epoch 1722 | loss: 0.0310621 | val_loss: 0.0312432 | Time: 1908.01 ms [2021-07-19 10:28:29 main:581] : INFO : Epoch 1723 | loss: 0.0310625 | val_loss: 0.0312388 | Time: 1861.12 ms [2021-07-19 10:28:31 main:581] : INFO : Epoch 1724 | loss: 0.0310628 | val_loss: 0.0312471 | Time: 1829.8 ms [2021-07-19 10:28:33 main:581] : INFO : Epoch 1725 | loss: 0.0310631 | val_loss: 0.0312311 | Time: 1837.82 ms [2021-07-19 10:28:35 main:581] : INFO : Epoch 1726 | loss: 0.031063 | val_loss: 0.0312333 | Time: 1873.9 ms [2021-07-19 10:28:37 main:581] : INFO : Epoch 1727 | loss: 0.0310631 | val_loss: 0.0312353 | Time: 1913.82 ms [2021-07-19 10:28:39 main:581] : INFO : Epoch 1728 | loss: 0.031058 | val_loss: 0.0312524 | Time: 1994 ms [2021-07-19 10:28:41 main:581] : INFO : Epoch 1729 | loss: 0.0310567 | val_loss: 0.0312595 | Time: 1928.72 ms [2021-07-19 10:28:43 main:581] : INFO : Epoch 1730 | loss: 0.0310596 | val_loss: 0.0312438 | Time: 1885.83 ms [2021-07-19 10:28:45 main:581] : INFO : Epoch 1731 | loss: 0.0310609 | val_loss: 0.0312454 | Time: 1950.58 ms [2021-07-19 10:28:46 main:581] : INFO : Epoch 1732 | loss: 0.0310604 | val_loss: 0.0312407 | Time: 1922.63 ms [2021-07-19 10:28:48 main:581] : INFO : Epoch 1733 | loss: 0.0310587 | val_loss: 0.0312447 | Time: 1883.91 ms [2021-07-19 10:28:50 main:581] : INFO : Epoch 1734 | loss: 0.0310593 | val_loss: 0.0312415 | Time: 1850.29 ms [2021-07-19 10:28:52 main:581] : INFO : Epoch 1735 | loss: 0.0310672 | val_loss: 0.0312428 | Time: 1866.39 ms [2021-07-19 10:28:54 main:581] : INFO : Epoch 1736 | loss: 0.0310759 | val_loss: 0.0312226 | Time: 1841.88 ms [2021-07-19 10:28:56 main:581] : INFO : Epoch 1737 | loss: 0.0310691 | val_loss: 0.0312494 | Time: 1889.02 ms [2021-07-19 10:28:58 main:581] : INFO : Epoch 1738 | loss: 0.0310616 | val_loss: 0.0312283 | Time: 1913.25 ms [2021-07-19 10:29:00 main:581] : INFO : Epoch 1739 | loss: 0.0310591 | val_loss: 0.0312401 | Time: 1900.23 ms [2021-07-19 10:29:02 main:581] : INFO : Epoch 1740 | loss: 0.0310624 | val_loss: 0.0312445 | Time: 2056.85 ms [2021-07-19 10:29:04 main:581] : INFO : Epoch 1741 | loss: 0.0310586 | val_loss: 0.0312646 | Time: 1936.47 ms [2021-07-19 10:29:06 main:581] : INFO : Epoch 1742 | loss: 0.0310539 | val_loss: 0.0312504 | Time: 1910.14 ms [2021-07-19 10:29:07 main:581] : INFO : Epoch 1743 | loss: 0.0310533 | val_loss: 0.0312511 | Time: 1832.16 ms [2021-07-19 10:29:09 main:581] : INFO : Epoch 1744 | loss: 0.0310541 | val_loss: 0.0312426 | Time: 1805.9 ms [2021-07-19 10:29:11 main:581] : INFO : Epoch 1745 | loss: 0.0310572 | val_loss: 0.031263 | Time: 1908.43 ms [2021-07-19 10:29:13 main:581] : INFO : Epoch 1746 | loss: 0.0310521 | val_loss: 0.0312585 | Time: 1879.99 ms [2021-07-19 10:29:15 main:581] : INFO : Epoch 1747 | loss: 0.0310537 | val_loss: 0.0312397 | Time: 1940.84 ms [2021-07-19 10:29:17 main:581] : INFO : Epoch 1748 | loss: 0.0310835 | val_loss: 0.0312252 | Time: 2092.96 ms [2021-07-19 10:29:19 main:581] : INFO : Epoch 1749 | loss: 0.0310911 | val_loss: 0.0312236 | Time: 1990.27 ms [2021-07-19 10:29:21 main:581] : INFO : Epoch 1750 | loss: 0.0310782 | val_loss: 0.0312251 | Time: 1917.82 ms [2021-07-19 10:29:23 main:581] : INFO : Epoch 1751 | loss: 0.0310738 | val_loss: 0.0312278 | Time: 1818 ms [2021-07-19 10:29:25 main:581] : INFO : Epoch 1752 | loss: 0.0310677 | val_loss: 0.031248 | Time: 1839.38 ms [2021-07-19 10:29:26 main:581] : INFO : Epoch 1753 | loss: 0.0310614 | val_loss: 0.0312426 | Time: 1862.28 ms [2021-07-19 10:29:28 main:581] : INFO : Epoch 1754 | loss: 0.0310632 | val_loss: 0.0312423 | Time: 1881.6 ms [2021-07-19 10:29:30 main:581] : INFO : Epoch 1755 | loss: 0.0310554 | val_loss: 0.0312614 | Time: 1995.8 ms [2021-07-19 10:29:32 main:581] : INFO : Epoch 1756 | loss: 0.0310655 | val_loss: 0.0312358 | Time: 1881.65 ms [2021-07-19 10:29:34 main:581] : INFO : Epoch 1757 | loss: 0.0310678 | val_loss: 0.0312517 | Time: 1873.47 ms [2021-07-19 10:29:36 main:581] : INFO : Epoch 1758 | loss: 0.0310642 | val_loss: 0.0312449 | Time: 1896.87 ms [2021-07-19 10:29:38 main:581] : INFO : Epoch 1759 | loss: 0.0310575 | val_loss: 0.0312499 | Time: 1900.23 ms [2021-07-19 10:29:40 main:581] : INFO : Epoch 1760 | loss: 0.031061 | val_loss: 0.0312379 | Time: 1985.71 ms [2021-07-19 10:29:42 main:581] : INFO : Epoch 1761 | loss: 0.0310545 | val_loss: 0.0312559 | Time: 1886.66 ms [2021-07-19 10:29:44 main:581] : INFO : Epoch 1762 | loss: 0.0310507 | val_loss: 0.0312648 | Time: 1893.65 ms [2021-07-19 10:29:46 main:581] : INFO : Epoch 1763 | loss: 0.0310534 | val_loss: 0.0312375 | Time: 1942.98 ms [2021-07-19 10:29:47 main:581] : INFO : Epoch 1764 | loss: 0.031053 | val_loss: 0.03125 | Time: 1868.29 ms [2021-07-19 10:29:49 main:581] : INFO : Epoch 1765 | loss: 0.0310561 | val_loss: 0.0312584 | Time: 1982.38 ms [2021-07-19 10:29:51 main:581] : INFO : Epoch 1766 | loss: 0.0310631 | val_loss: 0.0312418 | Time: 1843.45 ms [2021-07-19 10:29:53 main:581] : INFO : Epoch 1767 | loss: 0.0310596 | val_loss: 0.0312424 | Time: 1888.33 ms [2021-07-19 10:29:55 main:581] : INFO : Epoch 1768 | loss: 0.0310584 | val_loss: 0.0312435 | Time: 1924.93 ms [2021-07-19 10:29:57 main:581] : INFO : Epoch 1769 | loss: 0.0310695 | val_loss: 0.031228 | Time: 1900.23 ms [2021-07-19 10:29:59 main:581] : INFO : Epoch 1770 | loss: 0.0310714 | val_loss: 0.031246 | Time: 1955.59 ms [2021-07-19 10:30:01 main:581] : INFO : Epoch 1771 | loss: 0.0310584 | val_loss: 0.0312475 | Time: 1909.36 ms [2021-07-19 10:30:03 main:581] : INFO : Epoch 1772 | loss: 0.0310508 | val_loss: 0.0312467 | Time: 2042.74 ms [2021-07-19 10:30:05 main:581] : INFO : Epoch 1773 | loss: 0.0310548 | val_loss: 0.0312625 | Time: 1915.17 ms [2021-07-19 10:30:07 main:581] : INFO : Epoch 1774 | loss: 0.0310553 | val_loss: 0.0312454 | Time: 1865.29 ms [2021-07-19 10:30:09 main:581] : INFO : Epoch 1775 | loss: 0.0310666 | val_loss: 0.0312489 | Time: 1854.41 ms [2021-07-19 10:30:10 main:581] : INFO : Epoch 1776 | loss: 0.0310817 | val_loss: 0.031225 | Time: 1876.42 ms [2021-07-19 10:30:12 main:581] : INFO : Epoch 1777 | loss: 0.0310834 | val_loss: 0.0312296 | Time: 1886.6 ms [2021-07-19 10:30:14 main:581] : INFO : Epoch 1778 | loss: 0.0310724 | val_loss: 0.0312363 | Time: 1873.14 ms [2021-07-19 10:30:16 main:581] : INFO : Epoch 1779 | loss: 0.0310585 | val_loss: 0.0312583 | Time: 1988.35 ms [2021-07-19 10:30:18 main:581] : INFO : Epoch 1780 | loss: 0.031067 | val_loss: 0.0312514 | Time: 2052.01 ms [2021-07-19 10:30:20 main:581] : INFO : Epoch 1781 | loss: 0.0310669 | val_loss: 0.0312336 | Time: 1902.66 ms [2021-07-19 10:30:22 main:581] : INFO : Epoch 1782 | loss: 0.0310713 | val_loss: 0.0312239 | Time: 1828.6 ms [2021-07-19 10:30:24 main:581] : INFO : Epoch 1783 | loss: 0.0310683 | val_loss: 0.0312362 | Time: 1812.97 ms [2021-07-19 10:30:26 main:581] : INFO : Epoch 1784 | loss: 0.0310596 | val_loss: 0.0312394 | Time: 1848.1 ms [2021-07-19 10:30:27 main:581] : INFO : Epoch 1785 | loss: 0.0310724 | val_loss: 0.0312513 | Time: 1849.43 ms [2021-07-19 10:30:29 main:581] : INFO : Epoch 1786 | loss: 0.0310653 | val_loss: 0.0312456 | Time: 1902.48 ms [2021-07-19 10:30:31 main:581] : INFO : Epoch 1787 | loss: 0.031068 | val_loss: 0.0312348 | Time: 1904.95 ms [2021-07-19 10:30:33 main:581] : INFO : Epoch 1788 | loss: 0.0310695 | val_loss: 0.0312388 | Time: 1872.87 ms [2021-07-19 10:30:35 main:581] : INFO : Epoch 1789 | loss: 0.0310562 | val_loss: 0.0312572 | Time: 1965.3 ms [2021-07-19 10:30:37 main:581] : INFO : Epoch 1790 | loss: 0.0310579 | val_loss: 0.0312414 | Time: 2078.09 ms [2021-07-19 10:30:39 main:581] : INFO : Epoch 1791 | loss: 0.0310507 | val_loss: 0.0312539 | Time: 1861.23 ms [2021-07-19 10:30:41 main:581] : INFO : Epoch 1792 | loss: 0.0310604 | val_loss: 0.0312335 | Time: 1906.93 ms [2021-07-19 10:30:43 main:581] : INFO : Epoch 1793 | loss: 0.0310584 | val_loss: 0.0312454 | Time: 1833.37 ms [2021-07-19 10:30:45 main:581] : INFO : Epoch 1794 | loss: 0.0310545 | val_loss: 0.0312567 | Time: 1924.22 ms [2021-07-19 10:30:47 main:581] : INFO : Epoch 1795 | loss: 0.0310549 | val_loss: 0.0312453 | Time: 1936.57 ms [2021-07-19 10:30:49 main:581] : INFO : Epoch 1796 | loss: 0.0310565 | val_loss: 0.0312423 | Time: 1883.14 ms [2021-07-19 10:30:50 main:581] : INFO : Epoch 1797 | loss: 0.0310565 | val_loss: 0.0312457 | Time: 1931.8 ms [2021-07-19 10:30:52 main:581] : INFO : Epoch 1798 | loss: 0.0310533 | val_loss: 0.0312309 | Time: 1979.42 ms [2021-07-19 10:30:54 main:581] : INFO : Epoch 1799 | loss: 0.0310494 | val_loss: 0.0312393 | Time: 1837.61 ms [2021-07-19 10:30:56 main:581] : INFO : Epoch 1800 | loss: 0.0310551 | val_loss: 0.031241 | Time: 1869.13 ms [2021-07-19 10:30:58 main:581] : INFO : Epoch 1801 | loss: 0.0310528 | val_loss: 0.0312465 | Time: 1848.81 ms [2021-07-19 10:31:00 main:581] : INFO : Epoch 1802 | loss: 0.0310588 | val_loss: 0.0312534 | Time: 1864.45 ms [2021-07-19 10:31:02 main:581] : INFO : Epoch 1803 | loss: 0.0310563 | val_loss: 0.0312546 | Time: 1893.34 ms [2021-07-19 10:31:04 main:581] : INFO : Epoch 1804 | loss: 0.0310595 | val_loss: 0.0312431 | Time: 2022.58 ms [2021-07-19 10:31:06 main:581] : INFO : Epoch 1805 | loss: 0.0310586 | val_loss: 0.0312381 | Time: 1938.35 ms [2021-07-19 10:31:08 main:581] : INFO : Epoch 1806 | loss: 0.0310548 | val_loss: 0.0312522 | Time: 1848.93 ms [2021-07-19 10:31:09 main:581] : INFO : Epoch 1807 | loss: 0.0310572 | val_loss: 0.031242 | Time: 1826.23 ms [2021-07-19 10:31:11 main:581] : INFO : Epoch 1808 | loss: 0.0310575 | val_loss: 0.0312525 | Time: 1883.06 ms [2021-07-19 10:31:13 main:581] : INFO : Epoch 1809 | loss: 0.0310543 | val_loss: 0.0312364 | Time: 1917.52 ms [2021-07-19 10:31:15 main:581] : INFO : Epoch 1810 | loss: 0.0310528 | val_loss: 0.0312409 | Time: 1867.38 ms [2021-07-19 10:31:17 main:581] : INFO : Epoch 1811 | loss: 0.0310541 | val_loss: 0.0312464 | Time: 1881.6 ms [2021-07-19 10:31:19 main:581] : INFO : Epoch 1812 | loss: 0.0310642 | val_loss: 0.0312289 | Time: 2054.2 ms [2021-07-19 10:31:21 main:581] : INFO : Epoch 1813 | loss: 0.0310781 | val_loss: 0.0312256 | Time: 1906.04 ms [2021-07-19 10:31:23 main:581] : INFO : Epoch 1814 | loss: 0.0310879 | val_loss: 0.0312181 | Time: 1888.31 ms [2021-07-19 10:31:25 main:581] : INFO : Epoch 1815 | loss: 0.0310747 | val_loss: 0.0312396 | Time: 1861.06 ms [2021-07-19 10:31:26 main:581] : INFO : Epoch 1816 | loss: 0.0310613 | val_loss: 0.031241 | Time: 1835.14 ms [2021-07-19 10:31:28 main:581] : INFO : Epoch 1817 | loss: 0.0310667 | val_loss: 0.0312338 | Time: 1863.03 ms [2021-07-19 10:31:30 main:581] : INFO : Epoch 1818 | loss: 0.0310605 | val_loss: 0.031232 | Time: 1864.95 ms [2021-07-19 10:31:32 main:581] : INFO : Epoch 1819 | loss: 0.0310529 | val_loss: 0.0312627 | Time: 1975.86 ms [2021-07-19 10:31:34 main:581] : INFO : Epoch 1820 | loss: 0.0310684 | val_loss: 0.0312543 | Time: 1877.48 ms [2021-07-19 10:31:36 main:581] : INFO : Epoch 1821 | loss: 0.0310583 | val_loss: 0.0312571 | Time: 1855.67 ms [2021-07-19 10:31:38 main:581] : INFO : Epoch 1822 | loss: 0.0310541 | val_loss: 0.0312567 | Time: 1884.03 ms [2021-07-19 10:31:40 main:581] : INFO : Epoch 1823 | loss: 0.0310581 | val_loss: 0.0312485 | Time: 1931.88 ms [2021-07-19 10:31:42 main:581] : INFO : Epoch 1824 | loss: 0.0310552 | val_loss: 0.0312614 | Time: 1880.4 ms [2021-07-19 10:31:44 main:581] : INFO : Epoch 1825 | loss: 0.0310525 | val_loss: 0.0312346 | Time: 1912.72 ms [2021-07-19 10:31:45 main:581] : INFO : Epoch 1826 | loss: 0.0310653 | val_loss: 0.0312401 | Time: 1943.02 ms [2021-07-19 10:31:47 main:581] : INFO : Epoch 1827 | loss: 0.0310596 | val_loss: 0.0312459 | Time: 1849.12 ms [2021-07-19 10:31:49 main:581] : INFO : Epoch 1828 | loss: 0.0310608 | val_loss: 0.0312507 | Time: 1864.13 ms [2021-07-19 10:31:51 main:581] : INFO : Epoch 1829 | loss: 0.0310672 | val_loss: 0.0312472 | Time: 1834.82 ms [2021-07-19 10:31:53 main:581] : INFO : Epoch 1830 | loss: 0.031066 | val_loss: 0.0312386 | Time: 1879.84 ms [2021-07-19 10:31:55 main:581] : INFO : Epoch 1831 | loss: 0.0310995 | val_loss: 0.0312162 | Time: 1901.85 ms [2021-07-19 10:31:57 main:581] : INFO : Epoch 1832 | loss: 0.0310877 | val_loss: 0.0312404 | Time: 1945.74 ms [2021-07-19 10:31:59 main:581] : INFO : Epoch 1833 | loss: 0.0310686 | val_loss: 0.0312353 | Time: 1909.39 ms [2021-07-19 10:32:01 main:581] : INFO : Epoch 1834 | loss: 0.0310593 | val_loss: 0.0312416 | Time: 1856.37 ms [2021-07-19 10:32:02 main:581] : INFO : Epoch 1835 | loss: 0.0310555 | val_loss: 0.0312305 | Time: 1929.02 ms [2021-07-19 10:32:04 main:581] : INFO : Epoch 1836 | loss: 0.0310588 | val_loss: 0.0312473 | Time: 1876.92 ms [2021-07-19 10:32:06 main:581] : INFO : Epoch 1837 | loss: 0.0310725 | val_loss: 0.0312387 | Time: 1860.2 ms [2021-07-19 10:32:08 main:581] : INFO : Epoch 1838 | loss: 0.0310666 | val_loss: 0.0312327 | Time: 1947.1 ms [2021-07-19 10:32:10 main:581] : INFO : Epoch 1839 | loss: 0.0310608 | val_loss: 0.0312457 | Time: 1885.69 ms [2021-07-19 10:32:12 main:581] : INFO : Epoch 1840 | loss: 0.0310556 | val_loss: 0.031252 | Time: 1885.8 ms [2021-07-19 10:32:14 main:581] : INFO : Epoch 1841 | loss: 0.0310522 | val_loss: 0.0312669 | Time: 1892.19 ms [2021-07-19 10:32:16 main:581] : INFO : Epoch 1842 | loss: 0.0310491 | val_loss: 0.0312501 | Time: 1983.19 ms [2021-07-19 10:32:18 main:581] : INFO : Epoch 1843 | loss: 0.0310584 | val_loss: 0.0312417 | Time: 1875.37 ms [2021-07-19 10:32:19 main:581] : INFO : Epoch 1844 | loss: 0.0310629 | val_loss: 0.0312284 | Time: 1844.49 ms [2021-07-19 10:32:21 main:581] : INFO : Epoch 1845 | loss: 0.0310771 | val_loss: 0.0312406 | Time: 1811.76 ms [2021-07-19 10:32:23 main:581] : INFO : Epoch 1846 | loss: 0.0310718 | val_loss: 0.031243 | Time: 1834.65 ms [2021-07-19 10:32:25 main:581] : INFO : Epoch 1847 | loss: 0.0310616 | val_loss: 0.0312381 | Time: 1864.71 ms [2021-07-19 10:32:27 main:581] : INFO : Epoch 1848 | loss: 0.0310617 | val_loss: 0.0312357 | Time: 1939.07 ms [2021-07-19 10:32:29 main:581] : INFO : Epoch 1849 | loss: 0.0310703 | val_loss: 0.0312436 | Time: 2035.64 ms [2021-07-19 10:32:31 main:581] : INFO : Epoch 1850 | loss: 0.0310604 | val_loss: 0.0312494 | Time: 1922.33 ms [2021-07-19 10:32:33 main:581] : INFO : Epoch 1851 | loss: 0.0310532 | val_loss: 0.0312616 | Time: 1823.38 ms [2021-07-19 10:32:35 main:581] : INFO : Epoch 1852 | loss: 0.0310536 | val_loss: 0.0312449 | Time: 1835.98 ms [2021-07-19 10:32:36 main:581] : INFO : Epoch 1853 | loss: 0.0310542 | val_loss: 0.0312467 | Time: 1841.42 ms [2021-07-19 10:32:38 main:581] : INFO : Epoch 1854 | loss: 0.0310507 | val_loss: 0.0312772 | Time: 1860.93 ms [2021-07-19 10:32:40 main:581] : INFO : Epoch 1855 | loss: 0.0310526 | val_loss: 0.0312562 | Time: 1990.67 ms [2021-07-19 10:32:42 main:581] : INFO : Epoch 1856 | loss: 0.0310558 | val_loss: 0.0312551 | Time: 2092.13 ms [2021-07-19 10:32:44 main:581] : INFO : Epoch 1857 | loss: 0.0310525 | val_loss: 0.0312547 | Time: 2043.03 ms [2021-07-19 10:32:46 main:581] : INFO : Epoch 1858 | loss: 0.0310531 | val_loss: 0.0312576 | Time: 2042.81 ms [2021-07-19 10:32:48 main:581] : INFO : Epoch 1859 | loss: 0.0310509 | val_loss: 0.0312594 | Time: 1976.96 ms [2021-07-19 10:32:50 main:581] : INFO : Epoch 1860 | loss: 0.0310565 | val_loss: 0.0312444 | Time: 1956.07 ms [2021-07-19 10:32:52 main:581] : INFO : Epoch 1861 | loss: 0.0310573 | val_loss: 0.0312563 | Time: 1954.04 ms [2021-07-19 10:32:54 main:581] : INFO : Epoch 1862 | loss: 0.0310525 | val_loss: 0.0312567 | Time: 1958.76 ms [2021-07-19 10:32:56 main:581] : INFO : Epoch 1863 | loss: 0.0310548 | val_loss: 0.0312442 | Time: 1934.31 ms [2021-07-19 10:32:58 main:581] : INFO : Epoch 1864 | loss: 0.0310478 | val_loss: 0.0312677 | Time: 1934.49 ms [2021-07-19 10:33:00 main:581] : INFO : Epoch 1865 | loss: 0.0310504 | val_loss: 0.0312449 | Time: 1942.94 ms [2021-07-19 10:33:02 main:581] : INFO : Epoch 1866 | loss: 0.031048 | val_loss: 0.0312757 | Time: 2104.66 ms [2021-07-19 10:33:04 main:581] : INFO : Epoch 1867 | loss: 0.0310536 | val_loss: 0.0312516 | Time: 2137.45 ms [2021-07-19 10:33:06 main:581] : INFO : Epoch 1868 | loss: 0.0310543 | val_loss: 0.0312607 | Time: 2091.21 ms [2021-07-19 10:33:09 main:581] : INFO : Epoch 1869 | loss: 0.0310564 | val_loss: 0.0312461 | Time: 2086.73 ms [2021-07-19 10:33:11 main:581] : INFO : Epoch 1870 | loss: 0.0310503 | val_loss: 0.0312611 | Time: 2016.99 ms [2021-07-19 10:33:12 main:581] : INFO : Epoch 1871 | loss: 0.0310482 | val_loss: 0.0312445 | Time: 1957.99 ms [2021-07-19 10:33:14 main:581] : INFO : Epoch 1872 | loss: 0.0310543 | val_loss: 0.0312503 | Time: 1941.19 ms [2021-07-19 10:33:16 main:581] : INFO : Epoch 1873 | loss: 0.0310673 | val_loss: 0.0312446 | Time: 1936.04 ms [2021-07-19 10:33:18 main:581] : INFO : Epoch 1874 | loss: 0.0310595 | val_loss: 0.0312316 | Time: 1997.29 ms [2021-07-19 10:33:20 main:581] : INFO : Epoch 1875 | loss: 0.0310531 | val_loss: 0.0312399 | Time: 1996.82 ms [2021-07-19 10:33:22 main:581] : INFO : Epoch 1876 | loss: 0.0310578 | val_loss: 0.0312473 | Time: 2043.57 ms [2021-07-19 10:33:25 main:581] : INFO : Epoch 1877 | loss: 0.0310578 | val_loss: 0.0312515 | Time: 2233.95 ms [2021-07-19 10:33:27 main:581] : INFO : Epoch 1878 | loss: 0.0310497 | val_loss: 0.03125 | Time: 2031.34 ms [2021-07-19 10:33:29 main:581] : INFO : Epoch 1879 | loss: 0.0310512 | val_loss: 0.031267 | Time: 1979.62 ms [2021-07-19 10:33:31 main:581] : INFO : Epoch 1880 | loss: 0.0310564 | val_loss: 0.031256 | Time: 1964.44 ms [2021-07-19 10:33:33 main:581] : INFO : Epoch 1881 | loss: 0.0310526 | val_loss: 0.0312652 | Time: 1981.09 ms [2021-07-19 10:33:35 main:581] : INFO : Epoch 1882 | loss: 0.0310531 | val_loss: 0.0312389 | Time: 1974.48 ms [2021-07-19 10:33:37 main:581] : INFO : Epoch 1883 | loss: 0.0310517 | val_loss: 0.0312421 | Time: 1939.88 ms [2021-07-19 10:33:39 main:581] : INFO : Epoch 1884 | loss: 0.0310565 | val_loss: 0.0312476 | Time: 2036.31 ms [2021-07-19 10:33:41 main:581] : INFO : Epoch 1885 | loss: 0.0310505 | val_loss: 0.0312428 | Time: 2063.67 ms [2021-07-19 10:33:43 main:581] : INFO : Epoch 1886 | loss: 0.0310526 | val_loss: 0.0312536 | Time: 2052.34 ms [2021-07-19 10:33:45 main:581] : INFO : Epoch 1887 | loss: 0.0310516 | val_loss: 0.0312576 | Time: 1982.51 ms [2021-07-19 10:33:47 main:581] : INFO : Epoch 1888 | loss: 0.031054 | val_loss: 0.03125 | Time: 2011.87 ms [2021-07-19 10:33:49 main:581] : INFO : Epoch 1889 | loss: 0.0310533 | val_loss: 0.0312504 | Time: 2035.15 ms [2021-07-19 10:33:51 main:581] : INFO : Epoch 1890 | loss: 0.031059 | val_loss: 0.0312409 | Time: 1975.24 ms [2021-07-19 10:33:53 main:581] : INFO : Epoch 1891 | loss: 0.0310512 | val_loss: 0.0312497 | Time: 1974.78 ms [2021-07-19 10:33:55 main:581] : INFO : Epoch 1892 | loss: 0.0310475 | val_loss: 0.0312497 | Time: 1950.43 ms [2021-07-19 10:33:57 main:581] : INFO : Epoch 1893 | loss: 0.0310508 | val_loss: 0.0312434 | Time: 2009.69 ms [2021-07-19 10:33:59 main:581] : INFO : Epoch 1894 | loss: 0.0310492 | val_loss: 0.0312659 | Time: 1963.08 ms [2021-07-19 10:34:01 main:581] : INFO : Epoch 1895 | loss: 0.031049 | val_loss: 0.0312483 | Time: 2093.56 ms [2021-07-19 10:34:03 main:581] : INFO : Epoch 1896 | loss: 0.031058 | val_loss: 0.0312401 | Time: 2162.2 ms [2021-07-19 10:34:05 main:581] : INFO : Epoch 1897 | loss: 0.0310528 | val_loss: 0.0312546 | Time: 2166.61 ms [2021-07-19 10:34:07 main:581] : INFO : Epoch 1898 | loss: 0.0310581 | val_loss: 0.0312427 | Time: 2137.11 ms [2021-07-19 10:34:09 main:581] : INFO : Epoch 1899 | loss: 0.0310506 | val_loss: 0.0312381 | Time: 2017.4 ms [2021-07-19 10:34:11 main:581] : INFO : Epoch 1900 | loss: 0.0310532 | val_loss: 0.0312356 | Time: 2004.44 ms [2021-07-19 10:34:13 main:581] : INFO : Epoch 1901 | loss: 0.0310649 | val_loss: 0.0312304 | Time: 2028.92 ms [2021-07-19 10:34:15 main:581] : INFO : Epoch 1902 | loss: 0.0310543 | val_loss: 0.0312441 | Time: 1959.79 ms [2021-07-19 10:34:17 main:581] : INFO : Epoch 1903 | loss: 0.0310521 | val_loss: 0.0312508 | Time: 2004.07 ms [2021-07-19 10:34:19 main:581] : INFO : Epoch 1904 | loss: 0.0310494 | val_loss: 0.0312516 | Time: 2094.21 ms [2021-07-19 10:34:21 main:581] : INFO : Epoch 1905 | loss: 0.0310498 | val_loss: 0.0312456 | Time: 1958.15 ms [2021-07-19 10:34:23 main:581] : INFO : Epoch 1906 | loss: 0.0310553 | val_loss: 0.031243 | Time: 1995.69 ms [2021-07-19 10:34:25 main:581] : INFO : Epoch 1907 | loss: 0.031052 | val_loss: 0.0312364 | Time: 2061.11 ms [2021-07-19 10:34:27 main:581] : INFO : Epoch 1908 | loss: 0.0310511 | val_loss: 0.0312493 | Time: 1921.61 ms [2021-07-19 10:34:29 main:581] : INFO : Epoch 1909 | loss: 0.0310837 | val_loss: 0.031229 | Time: 1878.57 ms [2021-07-19 10:34:31 main:581] : INFO : Epoch 1910 | loss: 0.031077 | val_loss: 0.0312321 | Time: 1855.9 ms [2021-07-19 10:34:33 main:581] : INFO : Epoch 1911 | loss: 0.0310608 | val_loss: 0.0312402 | Time: 1943.72 ms [2021-07-19 10:34:35 main:581] : INFO : Epoch 1912 | loss: 0.0310548 | val_loss: 0.0312409 | Time: 2001.33 ms [2021-07-19 10:34:37 main:581] : INFO : Epoch 1913 | loss: 0.0310556 | val_loss: 0.0312386 | Time: 1879.61 ms [2021-07-19 10:34:39 main:581] : INFO : Epoch 1914 | loss: 0.0310586 | val_loss: 0.0312574 | Time: 1833.45 ms [2021-07-19 10:34:40 main:581] : INFO : Epoch 1915 | loss: 0.0310587 | val_loss: 0.0312349 | Time: 1840.48 ms [2021-07-19 10:34:42 main:581] : INFO : Epoch 1916 | loss: 0.0310496 | val_loss: 0.0312466 | Time: 1916.33 ms [2021-07-19 10:34:44 main:581] : INFO : Epoch 1917 | loss: 0.0310488 | val_loss: 0.031249 | Time: 2029.8 ms [2021-07-19 10:34:46 main:581] : INFO : Epoch 1918 | loss: 0.0310537 | val_loss: 0.0312324 | Time: 2048.63 ms [2021-07-19 10:34:48 main:581] : INFO : Epoch 1919 | loss: 0.0310627 | val_loss: 0.0312543 | Time: 1861.35 ms [2021-07-19 10:34:50 main:581] : INFO : Epoch 1920 | loss: 0.0310522 | val_loss: 0.0312621 | Time: 1876.47 ms [2021-07-19 10:34:52 main:581] : INFO : Epoch 1921 | loss: 0.0310599 | val_loss: 0.0312554 | Time: 1882.99 ms [2021-07-19 10:34:54 main:581] : INFO : Epoch 1922 | loss: 0.0310576 | val_loss: 0.0312559 | Time: 1903.71 ms [2021-07-19 10:34:56 main:581] : INFO : Epoch 1923 | loss: 0.0310498 | val_loss: 0.0312567 | Time: 1878.5 ms [2021-07-19 10:34:58 main:581] : INFO : Epoch 1924 | loss: 0.0310551 | val_loss: 0.0312446 | Time: 1845.99 ms [2021-07-19 10:35:00 main:581] : INFO : Epoch 1925 | loss: 0.031055 | val_loss: 0.0312509 | Time: 1975.63 ms [2021-07-19 10:35:01 main:581] : INFO : Epoch 1926 | loss: 0.0310553 | val_loss: 0.0312487 | Time: 1854.14 ms [2021-07-19 10:35:03 main:581] : INFO : Epoch 1927 | loss: 0.0310555 | val_loss: 0.0312623 | Time: 1900.04 ms [2021-07-19 10:35:05 main:581] : INFO : Epoch 1928 | loss: 0.0310582 | val_loss: 0.0312538 | Time: 1943.55 ms [2021-07-19 10:35:07 main:581] : INFO : Epoch 1929 | loss: 0.0310571 | val_loss: 0.031255 | Time: 1956.08 ms [2021-07-19 10:35:09 main:581] : INFO : Epoch 1930 | loss: 0.031049 | val_loss: 0.0312507 | Time: 1968.46 ms [2021-07-19 10:35:11 main:581] : INFO : Epoch 1931 | loss: 0.0310546 | val_loss: 0.0312446 | Time: 1904.62 ms [2021-07-19 10:35:13 main:581] : INFO : Epoch 1932 | loss: 0.0310508 | val_loss: 0.0312401 | Time: 1983.88 ms [2021-07-19 10:35:15 main:581] : INFO : Epoch 1933 | loss: 0.0310667 | val_loss: 0.0312606 | Time: 1981.69 ms [2021-07-19 10:35:17 main:581] : INFO : Epoch 1934 | loss: 0.0310539 | val_loss: 0.0312369 | Time: 1882.43 ms [2021-07-19 10:35:19 main:581] : INFO : Epoch 1935 | loss: 0.0310552 | val_loss: 0.0312537 | Time: 1880.53 ms [2021-07-19 10:35:21 main:581] : INFO : Epoch 1936 | loss: 0.0310519 | val_loss: 0.0312577 | Time: 1892.66 ms [2021-07-19 10:35:23 main:581] : INFO : Epoch 1937 | loss: 0.031046 | val_loss: 0.0312562 | Time: 1864.49 ms [2021-07-19 10:35:25 main:581] : INFO : Epoch 1938 | loss: 0.0310487 | val_loss: 0.0312645 | Time: 2072.23 ms [2021-07-19 10:35:27 main:581] : INFO : Epoch 1939 | loss: 0.031049 | val_loss: 0.0312584 | Time: 2123.01 ms [2021-07-19 10:35:29 main:581] : INFO : Epoch 1940 | loss: 0.0310493 | val_loss: 0.0312763 | Time: 1881.48 ms [2021-07-19 10:35:31 main:581] : INFO : Epoch 1941 | loss: 0.0310521 | val_loss: 0.0312557 | Time: 1880.46 ms [2021-07-19 10:35:32 main:581] : INFO : Epoch 1942 | loss: 0.0310625 | val_loss: 0.0312447 | Time: 1860.79 ms [2021-07-19 10:35:34 main:581] : INFO : Epoch 1943 | loss: 0.0310582 | val_loss: 0.0312375 | Time: 1878.21 ms [2021-07-19 10:35:36 main:581] : INFO : Epoch 1944 | loss: 0.03109 | val_loss: 0.0312279 | Time: 2008.89 ms [2021-07-19 10:35:38 main:581] : INFO : Epoch 1945 | loss: 0.031104 | val_loss: 0.0312026 | Time: 1973.46 ms [2021-07-19 10:35:40 main:581] : INFO : Epoch 1946 | loss: 0.0310806 | val_loss: 0.0312335 | Time: 1926.42 ms [2021-07-19 10:35:42 main:581] : INFO : Epoch 1947 | loss: 0.0310658 | val_loss: 0.0312422 | Time: 1836.41 ms [2021-07-19 10:35:44 main:581] : INFO : Epoch 1948 | loss: 0.0310606 | val_loss: 0.0312421 | Time: 1840.44 ms [2021-07-19 10:35:46 main:581] : INFO : Epoch 1949 | loss: 0.0310531 | val_loss: 0.0312431 | Time: 1983.47 ms [2021-07-19 10:35:48 main:581] : INFO : Epoch 1950 | loss: 0.031048 | val_loss: 0.0312512 | Time: 1896.13 ms [2021-07-19 10:35:50 main:581] : INFO : Epoch 1951 | loss: 0.0310455 | val_loss: 0.0312535 | Time: 1985.5 ms [2021-07-19 10:35:52 main:581] : INFO : Epoch 1952 | loss: 0.031047 | val_loss: 0.0312446 | Time: 2079.08 ms [2021-07-19 10:35:54 main:581] : INFO : Epoch 1953 | loss: 0.031049 | val_loss: 0.0312606 | Time: 1949.55 ms [2021-07-19 10:35:56 main:581] : INFO : Epoch 1954 | loss: 0.0310542 | val_loss: 0.0312395 | Time: 1852.8 ms [2021-07-19 10:35:58 main:581] : INFO : Epoch 1955 | loss: 0.0310594 | val_loss: 0.0312393 | Time: 1848.67 ms [2021-07-19 10:35:59 main:581] : INFO : Epoch 1956 | loss: 0.0310508 | val_loss: 0.0312471 | Time: 1872.23 ms [2021-07-19 10:36:01 main:581] : INFO : Epoch 1957 | loss: 0.0310494 | val_loss: 0.0312437 | Time: 1942.81 ms [2021-07-19 10:36:03 main:581] : INFO : Epoch 1958 | loss: 0.0310495 | val_loss: 0.0312542 | Time: 1892.01 ms [2021-07-19 10:36:05 main:581] : INFO : Epoch 1959 | loss: 0.0310605 | val_loss: 0.0312481 | Time: 1895.65 ms [2021-07-19 10:36:07 main:581] : INFO : Epoch 1960 | loss: 0.0310576 | val_loss: 0.0312432 | Time: 1939.71 ms [2021-07-19 10:36:09 main:581] : INFO : Epoch 1961 | loss: 0.0310584 | val_loss: 0.0312299 | Time: 2001.99 ms [2021-07-19 10:36:11 main:581] : INFO : Epoch 1962 | loss: 0.0310511 | val_loss: 0.0312447 | Time: 1950.53 ms [2021-07-19 10:36:13 main:581] : INFO : Epoch 1963 | loss: 0.0310969 | val_loss: 0.0311934 | Time: 1892.02 ms [2021-07-19 10:36:15 main:581] : INFO : Epoch 1964 | loss: 0.0311704 | val_loss: 0.0311904 | Time: 1866.57 ms [2021-07-19 10:36:17 main:581] : INFO : Epoch 1965 | loss: 0.0312783 | val_loss: 0.0315963 | Time: 1834.75 ms [2021-07-19 10:36:18 main:581] : INFO : Epoch 1966 | loss: 0.0344262 | val_loss: 0.0353672 | Time: 1858.52 ms [2021-07-19 10:36:20 main:581] : INFO : Epoch 1967 | loss: 0.0355045 | val_loss: 0.0319524 | Time: 1827.11 ms [2021-07-19 10:36:22 main:581] : INFO : Epoch 1968 | loss: 0.0320193 | val_loss: 0.0315654 | Time: 1870.83 ms [2021-07-19 10:36:24 main:581] : INFO : Epoch 1969 | loss: 0.0313624 | val_loss: 0.0312695 | Time: 1901.62 ms [2021-07-19 10:36:26 main:581] : INFO : Epoch 1970 | loss: 0.0312682 | val_loss: 0.0312594 | Time: 1921.6 ms [2021-07-19 10:36:28 main:581] : INFO : Epoch 1971 | loss: 0.031256 | val_loss: 0.0312531 | Time: 1982.73 ms [2021-07-19 10:36:30 main:581] : INFO : Epoch 1972 | loss: 0.0312524 | val_loss: 0.0312517 | Time: 1942.72 ms [2021-07-19 10:36:32 main:581] : INFO : Epoch 1973 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1918.85 ms [2021-07-19 10:36:34 main:581] : INFO : Epoch 1974 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1892.15 ms [2021-07-19 10:36:36 main:581] : INFO : Epoch 1975 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1941.28 ms [2021-07-19 10:36:38 main:581] : INFO : Epoch 1976 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1850.48 ms [2021-07-19 10:36:39 main:581] : INFO : Epoch 1977 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1899.46 ms [2021-07-19 10:36:41 main:581] : INFO : Epoch 1978 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1940.08 ms [2021-07-19 10:36:43 main:581] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1906.22 ms [2021-07-19 10:36:45 main:581] : INFO : Epoch 1980 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1949.04 ms [2021-07-19 10:36:47 main:581] : INFO : Epoch 1981 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1930.12 ms [2021-07-19 10:36:49 main:581] : INFO : Epoch 1982 | loss: 0.03125 | val_loss: 0.03125 | Time: 1957.2 ms [2021-07-19 10:36:51 main:581] : INFO : Epoch 1983 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1850.14 ms [2021-07-19 10:36:53 main:581] : INFO : Epoch 1984 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1935.96 ms [2021-07-19 10:36:55 main:581] : INFO : Epoch 1985 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1989.91 ms [2021-07-19 10:36:57 main:581] : INFO : Epoch 1986 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1878.58 ms [2021-07-19 10:36:59 main:581] : INFO : Epoch 1987 | loss: 0.03125 | val_loss: 0.03125 | Time: 1882.99 ms [2021-07-19 10:37:01 main:581] : INFO : Epoch 1988 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1859.89 ms [2021-07-19 10:37:02 main:581] : INFO : Epoch 1989 | loss: 0.03125 | val_loss: 0.03125 | Time: 1819.57 ms [2021-07-19 10:37:04 main:581] : INFO : Epoch 1990 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1921.75 ms [2021-07-19 10:37:06 main:581] : INFO : Epoch 1991 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1906.47 ms [2021-07-19 10:37:08 main:581] : INFO : Epoch 1992 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2038.11 ms [2021-07-19 10:37:10 main:581] : INFO : Epoch 1993 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 2076.79 ms [2021-07-19 10:37:12 main:581] : INFO : Epoch 1994 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1843.25 ms [2021-07-19 10:37:14 main:581] : INFO : Epoch 1995 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1832.56 ms [2021-07-19 10:37:16 main:581] : INFO : Epoch 1996 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1865.21 ms [2021-07-19 10:37:18 main:581] : INFO : Epoch 1997 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 1854.3 ms [2021-07-19 10:37:20 main:581] : INFO : Epoch 1998 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1924.99 ms [2021-07-19 10:37:22 main:581] : INFO : Epoch 1999 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 1971.88 ms [2021-07-19 10:37:23 main:581] : INFO : Epoch 2000 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 1892.11 ms [2021-07-19 10:37:25 main:581] : INFO : Epoch 2001 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1910.76 ms [2021-07-19 10:37:27 main:581] : INFO : Epoch 2002 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 1894.84 ms [2021-07-19 10:37:29 main:581] : INFO : Epoch 2003 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 1974.8 ms [2021-07-19 10:37:31 main:581] : INFO : Epoch 2004 | loss: 0.0312469 | val_loss: 0.031247 | Time: 1894.51 ms [2021-07-19 10:37:33 main:581] : INFO : Epoch 2005 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 1836.84 ms [2021-07-19 10:37:35 main:581] : INFO : Epoch 2006 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 1879.48 ms [2021-07-19 10:37:37 main:581] : INFO : Epoch 2007 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1941.84 ms [2021-07-19 10:37:39 main:581] : INFO : Epoch 2008 | loss: 0.031246 | val_loss: 0.0312464 | Time: 1973.93 ms [2021-07-19 10:37:41 main:581] : INFO : Epoch 2009 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 1874.68 ms [2021-07-19 10:37:43 main:581] : INFO : Epoch 2010 | loss: 0.0312453 | val_loss: 0.0312452 | Time: 1878.44 ms [2021-07-19 10:37:44 main:581] : INFO : Epoch 2011 | loss: 0.0312446 | val_loss: 0.0312459 | Time: 1833.8 ms [2021-07-19 10:37:46 main:581] : INFO : Epoch 2012 | loss: 0.0312441 | val_loss: 0.0312444 | Time: 1857.64 ms [2021-07-19 10:37:48 main:581] : INFO : Epoch 2013 | loss: 0.0312435 | val_loss: 0.0312445 | Time: 1919.78 ms [2021-07-19 10:37:50 main:581] : INFO : Epoch 2014 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 1881.45 ms [2021-07-19 10:37:52 main:581] : INFO : Epoch 2015 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 1891.1 ms [2021-07-19 10:37:54 main:581] : INFO : Epoch 2016 | loss: 0.0312412 | val_loss: 0.0312417 | Time: 1876.93 ms [2021-07-19 10:37:56 main:581] : INFO : Epoch 2017 | loss: 0.0312404 | val_loss: 0.0312413 | Time: 1983.08 ms [2021-07-19 10:37:58 main:581] : INFO : Epoch 2018 | loss: 0.0312398 | val_loss: 0.0312407 | Time: 1838.18 ms [2021-07-19 10:37:59 main:581] : INFO : Epoch 2019 | loss: 0.0312391 | val_loss: 0.0312409 | Time: 1871.9 ms [2021-07-19 10:38:01 main:581] : INFO : Epoch 2020 | loss: 0.0312388 | val_loss: 0.0312398 | Time: 1958.59 ms [2021-07-19 10:38:03 main:581] : INFO : Epoch 2021 | loss: 0.0312385 | val_loss: 0.0312388 | Time: 1901.46 ms [2021-07-19 10:38:05 main:581] : INFO : Epoch 2022 | loss: 0.0312368 | val_loss: 0.0312379 | Time: 1881.55 ms [2021-07-19 10:38:07 main:581] : INFO : Epoch 2023 | loss: 0.031236 | val_loss: 0.0312371 | Time: 1859.39 ms [2021-07-19 10:38:09 main:581] : INFO : Epoch 2024 | loss: 0.0312361 | val_loss: 0.0312413 | Time: 1873.37 ms [2021-07-19 10:38:11 main:581] : INFO : Epoch 2025 | loss: 0.0312351 | val_loss: 0.0312358 | Time: 1893.73 ms [2021-07-19 10:38:13 main:581] : INFO : Epoch 2026 | loss: 0.031234 | val_loss: 0.0312343 | Time: 1979.51 ms [2021-07-19 10:38:15 main:581] : INFO : Epoch 2027 | loss: 0.0312355 | val_loss: 0.0312342 | Time: 1875.44 ms [2021-07-19 10:38:17 main:581] : INFO : Epoch 2028 | loss: 0.0312337 | val_loss: 0.0312338 | Time: 1858.78 ms [2021-07-19 10:38:18 main:581] : INFO : Epoch 2029 | loss: 0.0312317 | val_loss: 0.0312348 | Time: 1877.19 ms [2021-07-19 10:38:20 main:581] : INFO : Epoch 2030 | loss: 0.03123 | val_loss: 0.0312318 | Time: 1845.57 ms [2021-07-19 10:38:22 main:581] : INFO : Epoch 2031 | loss: 0.0312299 | val_loss: 0.0312312 | Time: 1856.6 ms [2021-07-19 10:38:24 main:581] : INFO : Epoch 2032 | loss: 0.0312297 | val_loss: 0.0312313 | Time: 1885.86 ms [2021-07-19 10:38:26 main:581] : INFO : Epoch 2033 | loss: 0.031227 | val_loss: 0.0312298 | Time: 1858.9 ms [2021-07-19 10:38:28 main:581] : INFO : Epoch 2034 | loss: 0.0312255 | val_loss: 0.0312321 | Time: 1919.78 ms [2021-07-19 10:38:30 main:581] : INFO : Epoch 2035 | loss: 0.031224 | val_loss: 0.0312266 | Time: 2026.84 ms [2021-07-19 10:38:32 main:581] : INFO : Epoch 2036 | loss: 0.0312217 | val_loss: 0.0312308 | Time: 1942.17 ms [2021-07-19 10:38:34 main:581] : INFO : Epoch 2037 | loss: 0.0312212 | val_loss: 0.0312219 | Time: 1847.3 ms [2021-07-19 10:38:36 main:581] : INFO : Epoch 2038 | loss: 0.0312159 | val_loss: 0.0312205 | Time: 1905.09 ms [2021-07-19 10:38:37 main:581] : INFO : Epoch 2039 | loss: 0.0312155 | val_loss: 0.0312155 | Time: 1880.9 ms [2021-07-19 10:38:39 main:581] : INFO : Epoch 2040 | loss: 0.0312094 | val_loss: 0.0312151 | Time: 1872.18 ms [2021-07-19 10:38:41 main:581] : INFO : Epoch 2041 | loss: 0.0312088 | val_loss: 0.0312112 | Time: 1890.89 ms [2021-07-19 10:38:43 main:581] : INFO : Epoch 2042 | loss: 0.0312062 | val_loss: 0.0312094 | Time: 1887.02 ms [2021-07-19 10:38:45 main:581] : INFO : Epoch 2043 | loss: 0.0312031 | val_loss: 0.0312094 | Time: 1903.29 ms [2021-07-19 10:38:47 main:581] : INFO : Epoch 2044 | loss: 0.0312001 | val_loss: 0.0312054 | Time: 1915.14 ms [2021-07-19 10:38:49 main:581] : INFO : Epoch 2045 | loss: 0.0312038 | val_loss: 0.0312152 | Time: 1869.08 ms [2021-07-19 10:38:51 main:581] : INFO : Epoch 2046 | loss: 0.0311981 | val_loss: 0.0312108 | Time: 1901.32 ms [2021-07-19 10:38:53 main:581] : INFO : Epoch 2047 | loss: 0.0311966 | val_loss: 0.0312093 | Time: 2090.57 ms [2021-07-19 10:38:55 main:581] : INFO : Epoch 2048 | loss: 0.0311957 | val_loss: 0.0312025 | Time: 1881.17 ms [2021-07-19 10:38:55 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312025 [2021-07-19 10:38:55 main:610] : INFO : Saving end state to config to file [2021-07-19 10:38:55 main:615] : INFO : Success, exiting.. 10:38:55 (5046): 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)