Task 9351635
| Name | ParityModified-1636227736-30483-2-0_1 |
| Workunit | 6493401 |
| Created | 2 Dec 2021, 7:53:21 UTC |
| Sent | 2 Dec 2021, 9:02:00 UTC |
| Report deadline | 10 Dec 2021, 9:02:00 UTC |
| Received | 2 Dec 2021, 10:07:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 4 min 26 sec |
| CPU time | 1 hours 3 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> :42 main:581] : INFO : Epoch 1538 | loss: 0.0310391 | val_loss: 0.0311161 | Time: 1856.03 ms [2021-12-02 09:51:44 main:581] : INFO : Epoch 1539 | loss: 0.0310392 | val_loss: 0.0311153 | Time: 1826.23 ms [2021-12-02 09:51:46 main:581] : INFO : Epoch 1540 | loss: 0.0310372 | val_loss: 0.031122 | Time: 1838.47 ms [2021-12-02 09:51:48 main:581] : INFO : Epoch 1541 | loss: 0.0310389 | val_loss: 0.0311302 | Time: 1863.18 ms [2021-12-02 09:51:50 main:581] : INFO : Epoch 1542 | loss: 0.0310401 | val_loss: 0.031111 | Time: 1870.35 ms [2021-12-02 09:51:52 main:581] : INFO : Epoch 1543 | loss: 0.0310415 | val_loss: 0.0311177 | Time: 1874.57 ms [2021-12-02 09:51:53 main:581] : INFO : Epoch 1544 | loss: 0.0310431 | val_loss: 0.0311304 | Time: 1890.78 ms [2021-12-02 09:51:55 main:581] : INFO : Epoch 1545 | loss: 0.0310427 | val_loss: 0.0311287 | Time: 1806.78 ms [2021-12-02 09:51:57 main:581] : INFO : Epoch 1546 | loss: 0.0310443 | val_loss: 0.0311152 | Time: 1842.37 ms [2021-12-02 09:51:59 main:581] : INFO : Epoch 1547 | loss: 0.0310553 | val_loss: 0.0311724 | Time: 1831.51 ms [2021-12-02 09:52:01 main:581] : INFO : Epoch 1548 | loss: 0.0411547 | val_loss: 0.043803 | Time: 1873.84 ms [2021-12-02 09:52:03 main:581] : INFO : Epoch 1549 | loss: 0.0374256 | val_loss: 0.0326078 | Time: 1819.4 ms [2021-12-02 09:52:04 main:581] : INFO : Epoch 1550 | loss: 0.0318346 | val_loss: 0.0313219 | Time: 1802.77 ms [2021-12-02 09:52:06 main:581] : INFO : Epoch 1551 | loss: 0.0312891 | val_loss: 0.0312187 | Time: 1840.11 ms [2021-12-02 09:52:08 main:581] : INFO : Epoch 1552 | loss: 0.0311845 | val_loss: 0.0311639 | Time: 1873.49 ms [2021-12-02 09:52:10 main:581] : INFO : Epoch 1553 | loss: 0.0311554 | val_loss: 0.0311512 | Time: 1843.09 ms [2021-12-02 09:52:12 main:581] : INFO : Epoch 1554 | loss: 0.031143 | val_loss: 0.0311439 | Time: 1887.05 ms [2021-12-02 09:52:14 main:581] : INFO : Epoch 1555 | loss: 0.0311294 | val_loss: 0.0311296 | Time: 1813.35 ms [2021-12-02 09:52:16 main:581] : INFO : Epoch 1556 | loss: 0.0311108 | val_loss: 0.0311233 | Time: 1842 ms [2021-12-02 09:52:17 main:581] : INFO : Epoch 1557 | loss: 0.0310977 | val_loss: 0.0311184 | Time: 1815.77 ms [2021-12-02 09:52:19 main:581] : INFO : Epoch 1558 | loss: 0.0310895 | val_loss: 0.0311217 | Time: 1801.36 ms [2021-12-02 09:52:21 main:581] : INFO : Epoch 1559 | loss: 0.0310831 | val_loss: 0.0311298 | Time: 1852.07 ms [2021-12-02 09:52:23 main:581] : INFO : Epoch 1560 | loss: 0.0310796 | val_loss: 0.0311264 | Time: 1863.1 ms [2021-12-02 09:52:25 main:581] : INFO : Epoch 1561 | loss: 0.0310731 | val_loss: 0.0311234 | Time: 1843.72 ms [2021-12-02 09:52:27 main:581] : INFO : Epoch 1562 | loss: 0.031072 | val_loss: 0.0311203 | Time: 1852.39 ms [2021-12-02 09:52:28 main:581] : INFO : Epoch 1563 | loss: 0.0310684 | val_loss: 0.0311171 | Time: 1860.16 ms [2021-12-02 09:52:30 main:581] : INFO : Epoch 1564 | loss: 0.0310669 | val_loss: 0.0311186 | Time: 1842.91 ms [2021-12-02 09:52:32 main:581] : INFO : Epoch 1565 | loss: 0.0310659 | val_loss: 0.0311208 | Time: 1886.27 ms [2021-12-02 09:52:34 main:581] : INFO : Epoch 1566 | loss: 0.0310653 | val_loss: 0.0311255 | Time: 1857.31 ms [2021-12-02 09:52:36 main:581] : INFO : Epoch 1567 | loss: 0.0310645 | val_loss: 0.0311232 | Time: 1860.41 ms [2021-12-02 09:52:38 main:581] : INFO : Epoch 1568 | loss: 0.031062 | val_loss: 0.0311159 | Time: 1881.06 ms [2021-12-02 09:52:40 main:581] : INFO : Epoch 1569 | loss: 0.0310599 | val_loss: 0.0311238 | Time: 1852.89 ms [2021-12-02 09:52:41 main:581] : INFO : Epoch 1570 | loss: 0.0310596 | val_loss: 0.0311189 | Time: 1807.96 ms [2021-12-02 09:52:43 main:581] : INFO : Epoch 1571 | loss: 0.0310579 | val_loss: 0.0311159 | Time: 1849.75 ms [2021-12-02 09:52:45 main:581] : INFO : Epoch 1572 | loss: 0.0310545 | val_loss: 0.0311228 | Time: 1797.49 ms [2021-12-02 09:52:47 main:581] : INFO : Epoch 1573 | loss: 0.0310519 | val_loss: 0.031111 | Time: 1826.4 ms [2021-12-02 09:52:49 main:581] : INFO : Epoch 1574 | loss: 0.0310565 | val_loss: 0.0311135 | Time: 1798.6 ms [2021-12-02 09:52:51 main:581] : INFO : Epoch 1575 | loss: 0.0310526 | val_loss: 0.031117 | Time: 1801.61 ms [2021-12-02 09:52:52 main:581] : INFO : Epoch 1576 | loss: 0.0310543 | val_loss: 0.0311206 | Time: 1783.26 ms [2021-12-02 09:52:54 main:581] : INFO : Epoch 1577 | loss: 0.0310522 | val_loss: 0.0311143 | Time: 1800.39 ms [2021-12-02 09:52:56 main:581] : INFO : Epoch 1578 | loss: 0.0310574 | val_loss: 0.0311078 | Time: 1850.81 ms [2021-12-02 09:52:58 main:581] : INFO : Epoch 1579 | loss: 0.0310555 | val_loss: 0.0311101 | Time: 1800.54 ms [2021-12-02 09:53:00 main:581] : INFO : Epoch 1580 | loss: 0.0310515 | val_loss: 0.0311102 | Time: 1880.3 ms [2021-12-02 09:53:01 main:581] : INFO : Epoch 1581 | loss: 0.0310515 | val_loss: 0.0311148 | Time: 1847.08 ms [2021-12-02 09:53:03 main:581] : INFO : Epoch 1582 | loss: 0.0310528 | val_loss: 0.0311138 | Time: 1835.99 ms [2021-12-02 09:53:05 main:581] : INFO : Epoch 1583 | loss: 0.0310559 | val_loss: 0.0311109 | Time: 1803.87 ms [2021-12-02 09:53:07 main:581] : INFO : Epoch 1584 | loss: 0.0310511 | val_loss: 0.0311144 | Time: 1845.08 ms [2021-12-02 09:53:09 main:581] : INFO : Epoch 1585 | loss: 0.0310468 | val_loss: 0.0311046 | Time: 1786.32 ms [2021-12-02 09:53:11 main:581] : INFO : Epoch 1586 | loss: 0.0310449 | val_loss: 0.0311051 | Time: 1834.85 ms [2021-12-02 09:53:12 main:581] : INFO : Epoch 1587 | loss: 0.0310428 | val_loss: 0.0311069 | Time: 1831.48 ms [2021-12-02 09:53:14 main:581] : INFO : Epoch 1588 | loss: 0.0310486 | val_loss: 0.0311202 | Time: 1802.39 ms [2021-12-02 09:53:16 main:581] : INFO : Epoch 1589 | loss: 0.031044 | val_loss: 0.0311106 | Time: 1862.57 ms [2021-12-02 09:53:18 main:581] : INFO : Epoch 1590 | loss: 0.0310447 | val_loss: 0.0311071 | Time: 1821.56 ms [2021-12-02 09:53:20 main:581] : INFO : Epoch 1591 | loss: 0.0310455 | val_loss: 0.0311085 | Time: 1887.78 ms [2021-12-02 09:53:22 main:581] : INFO : Epoch 1592 | loss: 0.031047 | val_loss: 0.0311058 | Time: 1804.56 ms [2021-12-02 09:53:23 main:581] : INFO : Epoch 1593 | loss: 0.0310475 | val_loss: 0.0311141 | Time: 1798.71 ms [2021-12-02 09:53:25 main:581] : INFO : Epoch 1594 | loss: 0.0310455 | val_loss: 0.0311199 | Time: 1804.74 ms [2021-12-02 09:53:27 main:581] : INFO : Epoch 1595 | loss: 0.0310432 | val_loss: 0.0311055 | Time: 1877.32 ms [2021-12-02 09:53:29 main:581] : INFO : Epoch 1596 | loss: 0.0310399 | val_loss: 0.0311097 | Time: 1870.08 ms [2021-12-02 09:53:31 main:581] : INFO : Epoch 1597 | loss: 0.031041 | val_loss: 0.0311087 | Time: 1855.53 ms [2021-12-02 09:53:33 main:581] : INFO : Epoch 1598 | loss: 0.0310434 | val_loss: 0.0311092 | Time: 1833.24 ms [2021-12-02 09:53:34 main:581] : INFO : Epoch 1599 | loss: 0.0310503 | val_loss: 0.0311221 | Time: 1809.31 ms [2021-12-02 09:53:36 main:581] : INFO : Epoch 1600 | loss: 0.0310497 | val_loss: 0.0311049 | Time: 1792.45 ms [2021-12-02 09:53:38 main:581] : INFO : Epoch 1601 | loss: 0.0310487 | val_loss: 0.0311108 | Time: 1796.32 ms [2021-12-02 09:53:40 main:581] : INFO : Epoch 1602 | loss: 0.031051 | val_loss: 0.0311055 | Time: 1838.36 ms [2021-12-02 09:53:42 main:581] : INFO : Epoch 1603 | loss: 0.0310606 | val_loss: 0.0311175 | Time: 1809.77 ms [2021-12-02 09:53:44 main:581] : INFO : Epoch 1604 | loss: 0.0310525 | val_loss: 0.0311057 | Time: 1830.11 ms [2021-12-02 09:53:45 main:581] : INFO : Epoch 1605 | loss: 0.0310491 | val_loss: 0.0311099 | Time: 1785.23 ms [2021-12-02 09:53:47 main:581] : INFO : Epoch 1606 | loss: 0.0310489 | val_loss: 0.0311022 | Time: 1811.44 ms [2021-12-02 09:53:49 main:581] : INFO : Epoch 1607 | loss: 0.0310517 | val_loss: 0.0310968 | Time: 1798.08 ms [2021-12-02 09:53:51 main:581] : INFO : Epoch 1608 | loss: 0.0310473 | val_loss: 0.0311063 | Time: 1806.29 ms [2021-12-02 09:53:53 main:581] : INFO : Epoch 1609 | loss: 0.0310492 | val_loss: 0.0311028 | Time: 1808.42 ms [2021-12-02 09:53:54 main:581] : INFO : Epoch 1610 | loss: 0.0310446 | val_loss: 0.0311067 | Time: 1831.82 ms [2021-12-02 09:53:56 main:581] : INFO : Epoch 1611 | loss: 0.0310426 | val_loss: 0.0311074 | Time: 1872.58 ms [2021-12-02 09:53:58 main:581] : INFO : Epoch 1612 | loss: 0.0310437 | val_loss: 0.0311063 | Time: 1882.96 ms [2021-12-02 09:54:00 main:581] : INFO : Epoch 1613 | loss: 0.0310457 | val_loss: 0.0311058 | Time: 1842.09 ms [2021-12-02 09:54:02 main:581] : INFO : Epoch 1614 | loss: 0.0310454 | val_loss: 0.0311107 | Time: 1858.16 ms [2021-12-02 09:54:04 main:581] : INFO : Epoch 1615 | loss: 0.0310429 | val_loss: 0.0311055 | Time: 1863.44 ms [2021-12-02 09:54:06 main:581] : INFO : Epoch 1616 | loss: 0.0310478 | val_loss: 0.031099 | Time: 1846.05 ms [2021-12-02 09:54:07 main:581] : INFO : Epoch 1617 | loss: 0.0310509 | val_loss: 0.0311029 | Time: 1804.09 ms [2021-12-02 09:54:09 main:581] : INFO : Epoch 1618 | loss: 0.0310636 | val_loss: 0.031109 | Time: 1831.41 ms [2021-12-02 09:54:11 main:581] : INFO : Epoch 1619 | loss: 0.0310549 | val_loss: 0.0311007 | Time: 1832.26 ms [2021-12-02 09:54:13 main:581] : INFO : Epoch 1620 | loss: 0.0310554 | val_loss: 0.0311057 | Time: 1810.83 ms [2021-12-02 09:54:15 main:581] : INFO : Epoch 1621 | loss: 0.0310503 | val_loss: 0.0311084 | Time: 1807.27 ms [2021-12-02 09:54:16 main:581] : INFO : Epoch 1622 | loss: 0.0310562 | val_loss: 0.0311025 | Time: 1813.38 ms [2021-12-02 09:54:18 main:581] : INFO : Epoch 1623 | loss: 0.0310533 | val_loss: 0.031107 | Time: 1803.17 ms [2021-12-02 09:54:20 main:581] : INFO : Epoch 1624 | loss: 0.0310517 | val_loss: 0.031105 | Time: 1829.01 ms [2021-12-02 09:54:22 main:581] : INFO : Epoch 1625 | loss: 0.031049 | val_loss: 0.0311086 | Time: 1812.48 ms [2021-12-02 09:54:24 main:581] : INFO : Epoch 1626 | loss: 0.0310448 | val_loss: 0.031102 | Time: 1830.69 ms [2021-12-02 09:54:26 main:581] : INFO : Epoch 1627 | loss: 0.031045 | val_loss: 0.0311135 | Time: 1835.92 ms [2021-12-02 09:54:27 main:581] : INFO : Epoch 1628 | loss: 0.0310444 | val_loss: 0.0311126 | Time: 1831.42 ms [2021-12-02 09:54:29 main:581] : INFO : Epoch 1629 | loss: 0.0310449 | val_loss: 0.0311186 | Time: 1846.33 ms [2021-12-02 09:54:31 main:581] : INFO : Epoch 1630 | loss: 0.0310426 | val_loss: 0.0311069 | Time: 1836.85 ms [2021-12-02 09:54:33 main:581] : INFO : Epoch 1631 | loss: 0.0310417 | val_loss: 0.0311188 | Time: 1832.04 ms [2021-12-02 09:54:35 main:581] : INFO : Epoch 1632 | loss: 0.0310423 | val_loss: 0.0311136 | Time: 1852.91 ms [2021-12-02 09:54:37 main:581] : INFO : Epoch 1633 | loss: 0.0310395 | val_loss: 0.0311131 | Time: 1813.25 ms [2021-12-02 09:54:38 main:581] : INFO : Epoch 1634 | loss: 0.0310412 | val_loss: 0.031116 | Time: 1881.11 ms [2021-12-02 09:54:40 main:581] : INFO : Epoch 1635 | loss: 0.0310424 | val_loss: 0.0311108 | Time: 1875.83 ms [2021-12-02 09:54:42 main:581] : INFO : Epoch 1636 | loss: 0.0310426 | val_loss: 0.0311104 | Time: 1816.39 ms [2021-12-02 09:54:44 main:581] : INFO : Epoch 1637 | loss: 0.0310405 | val_loss: 0.0310997 | Time: 1807.28 ms [2021-12-02 09:54:46 main:581] : INFO : Epoch 1638 | loss: 0.03104 | val_loss: 0.0311044 | Time: 1813.69 ms [2021-12-02 09:54:48 main:581] : INFO : Epoch 1639 | loss: 0.0310395 | val_loss: 0.0311135 | Time: 1805.92 ms [2021-12-02 09:54:49 main:581] : INFO : Epoch 1640 | loss: 0.0310434 | val_loss: 0.0311055 | Time: 1812.65 ms [2021-12-02 09:54:51 main:581] : INFO : Epoch 1641 | loss: 0.0310496 | val_loss: 0.0311138 | Time: 1802.89 ms [2021-12-02 09:54:53 main:581] : INFO : Epoch 1642 | loss: 0.0310433 | val_loss: 0.0311076 | Time: 1823.75 ms [2021-12-02 09:54:55 main:581] : INFO : Epoch 1643 | loss: 0.0310412 | val_loss: 0.031101 | Time: 1868.93 ms [2021-12-02 09:54:57 main:581] : INFO : Epoch 1644 | loss: 0.0310446 | val_loss: 0.0311148 | Time: 1803.95 ms [2021-12-02 09:54:58 main:581] : INFO : Epoch 1645 | loss: 0.0310446 | val_loss: 0.0311201 | Time: 1809.37 ms [2021-12-02 09:55:00 main:581] : INFO : Epoch 1646 | loss: 0.0310393 | val_loss: 0.03111 | Time: 1891.56 ms [2021-12-02 09:55:02 main:581] : INFO : Epoch 1647 | loss: 0.0310357 | val_loss: 0.0311193 | Time: 1812.05 ms [2021-12-02 09:55:04 main:581] : INFO : Epoch 1648 | loss: 0.0310362 | val_loss: 0.0311096 | Time: 1841.16 ms [2021-12-02 09:55:06 main:581] : INFO : Epoch 1649 | loss: 0.0310358 | val_loss: 0.0311161 | Time: 1794.01 ms [2021-12-02 09:55:08 main:581] : INFO : Epoch 1650 | loss: 0.0310391 | val_loss: 0.0311174 | Time: 1796.74 ms [2021-12-02 09:55:09 main:581] : INFO : Epoch 1651 | loss: 0.0310372 | val_loss: 0.0311114 | Time: 1784.18 ms [2021-12-02 09:55:11 main:581] : INFO : Epoch 1652 | loss: 0.0310414 | val_loss: 0.0311131 | Time: 1903.43 ms [2021-12-02 09:55:13 main:581] : INFO : Epoch 1653 | loss: 0.0310375 | val_loss: 0.0311067 | Time: 1827.39 ms [2021-12-02 09:55:15 main:581] : INFO : Epoch 1654 | loss: 0.0310379 | val_loss: 0.0311052 | Time: 1839.07 ms [2021-12-02 09:55:17 main:581] : INFO : Epoch 1655 | loss: 0.0310356 | val_loss: 0.031112 | Time: 1824.41 ms [2021-12-02 09:55:19 main:581] : INFO : Epoch 1656 | loss: 0.0310333 | val_loss: 0.0311047 | Time: 1808.57 ms [2021-12-02 09:55:20 main:581] : INFO : Epoch 1657 | loss: 0.0310312 | val_loss: 0.0311126 | Time: 1821.46 ms [2021-12-02 09:55:22 main:581] : INFO : Epoch 1658 | loss: 0.031032 | val_loss: 0.0311113 | Time: 1969.58 ms [2021-12-02 09:55:24 main:581] : INFO : Epoch 1659 | loss: 0.031032 | val_loss: 0.0311137 | Time: 1868.45 ms [2021-12-02 09:55:26 main:581] : INFO : Epoch 1660 | loss: 0.0310333 | val_loss: 0.0311198 | Time: 1822.38 ms [2021-12-02 09:55:28 main:581] : INFO : Epoch 1661 | loss: 0.0310642 | val_loss: 0.0311136 | Time: 1828.08 ms [2021-12-02 09:55:30 main:581] : INFO : Epoch 1662 | loss: 0.031086 | val_loss: 0.0311132 | Time: 1830.82 ms [2021-12-02 09:55:32 main:581] : INFO : Epoch 1663 | loss: 0.0310644 | val_loss: 0.0311022 | Time: 1812.11 ms [2021-12-02 09:55:33 main:581] : INFO : Epoch 1664 | loss: 0.0310582 | val_loss: 0.0311075 | Time: 1813.54 ms [2021-12-02 09:55:35 main:581] : INFO : Epoch 1665 | loss: 0.0310511 | val_loss: 0.0311121 | Time: 1814.71 ms [2021-12-02 09:55:37 main:581] : INFO : Epoch 1666 | loss: 0.0310453 | val_loss: 0.0311117 | Time: 1807.84 ms [2021-12-02 09:55:39 main:581] : INFO : Epoch 1667 | loss: 0.0310409 | val_loss: 0.0311046 | Time: 1849.8 ms [2021-12-02 09:55:41 main:581] : INFO : Epoch 1668 | loss: 0.0310469 | val_loss: 0.0311123 | Time: 1895.73 ms [2021-12-02 09:55:43 main:581] : INFO : Epoch 1669 | loss: 0.031046 | val_loss: 0.0311157 | Time: 1819.06 ms [2021-12-02 09:55:44 main:581] : INFO : Epoch 1670 | loss: 0.0310431 | val_loss: 0.031109 | Time: 1829.16 ms [2021-12-02 09:55:46 main:581] : INFO : Epoch 1671 | loss: 0.031044 | val_loss: 0.03111 | Time: 1836.16 ms [2021-12-02 09:55:48 main:581] : INFO : Epoch 1672 | loss: 0.0310422 | val_loss: 0.0311061 | Time: 1837.08 ms [2021-12-02 09:55:50 main:581] : INFO : Epoch 1673 | loss: 0.0310421 | val_loss: 0.0311061 | Time: 1833.92 ms [2021-12-02 09:55:52 main:581] : INFO : Epoch 1674 | loss: 0.0310382 | val_loss: 0.0311153 | Time: 1822.12 ms [2021-12-02 09:55:54 main:581] : INFO : Epoch 1675 | loss: 0.0310376 | val_loss: 0.0311144 | Time: 1814.76 ms [2021-12-02 09:55:55 main:581] : INFO : Epoch 1676 | loss: 0.0310376 | val_loss: 0.031104 | Time: 1812.46 ms [2021-12-02 09:55:57 main:581] : INFO : Epoch 1677 | loss: 0.0310336 | val_loss: 0.0311151 | Time: 1841.07 ms [2021-12-02 09:55:59 main:581] : INFO : Epoch 1678 | loss: 0.0310324 | val_loss: 0.0311058 | Time: 1797.03 ms [2021-12-02 09:56:01 main:581] : INFO : Epoch 1679 | loss: 0.0310434 | val_loss: 0.031102 | Time: 1878.6 ms [2021-12-02 09:56:03 main:581] : INFO : Epoch 1680 | loss: 0.0310518 | val_loss: 0.0311106 | Time: 1808.34 ms [2021-12-02 09:56:04 main:581] : INFO : Epoch 1681 | loss: 0.0310563 | val_loss: 0.031107 | Time: 1812.84 ms [2021-12-02 09:56:06 main:581] : INFO : Epoch 1682 | loss: 0.0310503 | val_loss: 0.0310973 | Time: 1818.88 ms [2021-12-02 09:56:08 main:581] : INFO : Epoch 1683 | loss: 0.0310455 | val_loss: 0.0311035 | Time: 1852.06 ms [2021-12-02 09:56:10 main:581] : INFO : Epoch 1684 | loss: 0.0310418 | val_loss: 0.0311115 | Time: 1844.64 ms [2021-12-02 09:56:12 main:581] : INFO : Epoch 1685 | loss: 0.031042 | val_loss: 0.0311041 | Time: 1830.29 ms [2021-12-02 09:56:14 main:581] : INFO : Epoch 1686 | loss: 0.0310399 | val_loss: 0.0311126 | Time: 1837.98 ms [2021-12-02 09:56:16 main:581] : INFO : Epoch 1687 | loss: 0.0310393 | val_loss: 0.0311106 | Time: 1853.96 ms [2021-12-02 09:56:17 main:581] : INFO : Epoch 1688 | loss: 0.0310372 | val_loss: 0.0311106 | Time: 1864.07 ms [2021-12-02 09:56:19 main:581] : INFO : Epoch 1689 | loss: 0.0310354 | val_loss: 0.0311178 | Time: 1853.05 ms [2021-12-02 09:56:21 main:581] : INFO : Epoch 1690 | loss: 0.0310345 | val_loss: 0.0311081 | Time: 1822.99 ms [2021-12-02 09:56:23 main:581] : INFO : Epoch 1691 | loss: 0.0310686 | val_loss: 0.0311032 | Time: 1919.15 ms [2021-12-02 09:56:25 main:581] : INFO : Epoch 1692 | loss: 0.0310658 | val_loss: 0.0311026 | Time: 1835.85 ms [2021-12-02 09:56:27 main:581] : INFO : Epoch 1693 | loss: 0.0310544 | val_loss: 0.0311115 | Time: 1852.6 ms [2021-12-02 09:56:29 main:581] : INFO : Epoch 1694 | loss: 0.0310513 | val_loss: 0.0311076 | Time: 1832.9 ms [2021-12-02 09:56:30 main:581] : INFO : Epoch 1695 | loss: 0.0310465 | val_loss: 0.0311016 | Time: 1877.61 ms [2021-12-02 09:56:32 main:581] : INFO : Epoch 1696 | loss: 0.031044 | val_loss: 0.0311034 | Time: 1819.79 ms [2021-12-02 09:56:34 main:581] : INFO : Epoch 1697 | loss: 0.0310425 | val_loss: 0.0311055 | Time: 1875.9 ms [2021-12-02 09:56:36 main:581] : INFO : Epoch 1698 | loss: 0.0310401 | val_loss: 0.0311066 | Time: 1882.57 ms [2021-12-02 09:56:38 main:581] : INFO : Epoch 1699 | loss: 0.0310367 | val_loss: 0.0311204 | Time: 1864.01 ms [2021-12-02 09:56:40 main:581] : INFO : Epoch 1700 | loss: 0.0310348 | val_loss: 0.031117 | Time: 1880.23 ms [2021-12-02 09:56:42 main:581] : INFO : Epoch 1701 | loss: 0.0310321 | val_loss: 0.0311152 | Time: 1815.96 ms [2021-12-02 09:56:43 main:581] : INFO : Epoch 1702 | loss: 0.0310337 | val_loss: 0.0311016 | Time: 1840.89 ms [2021-12-02 09:56:45 main:581] : INFO : Epoch 1703 | loss: 0.0310379 | val_loss: 0.0311077 | Time: 1857.91 ms [2021-12-02 09:56:47 main:581] : INFO : Epoch 1704 | loss: 0.0310309 | val_loss: 0.0311071 | Time: 1813.68 ms [2021-12-02 09:56:49 main:581] : INFO : Epoch 1705 | loss: 0.0310308 | val_loss: 0.0311256 | Time: 1907.99 ms [2021-12-02 09:56:51 main:581] : INFO : Epoch 1706 | loss: 0.0310301 | val_loss: 0.0311069 | Time: 1920.51 ms [2021-12-02 09:56:53 main:581] : INFO : Epoch 1707 | loss: 0.0310257 | val_loss: 0.0311049 | Time: 1842.75 ms [2021-12-02 09:56:55 main:581] : INFO : Epoch 1708 | loss: 0.0310281 | val_loss: 0.0311111 | Time: 1822.83 ms [2021-12-02 09:56:56 main:581] : INFO : Epoch 1709 | loss: 0.0310294 | val_loss: 0.0311164 | Time: 1832.79 ms [2021-12-02 09:56:58 main:581] : INFO : Epoch 1710 | loss: 0.0310325 | val_loss: 0.0311128 | Time: 1898.65 ms [2021-12-02 09:57:00 main:581] : INFO : Epoch 1711 | loss: 0.0310339 | val_loss: 0.0311225 | Time: 1852.09 ms [2021-12-02 09:57:02 main:581] : INFO : Epoch 1712 | loss: 0.0310409 | val_loss: 0.031107 | Time: 1814.38 ms [2021-12-02 09:57:04 main:581] : INFO : Epoch 1713 | loss: 0.0310492 | val_loss: 0.0311061 | Time: 1886.42 ms [2021-12-02 09:57:06 main:581] : INFO : Epoch 1714 | loss: 0.0310506 | val_loss: 0.0311129 | Time: 1819.66 ms [2021-12-02 09:57:07 main:581] : INFO : Epoch 1715 | loss: 0.0310413 | val_loss: 0.0311091 | Time: 1820.1 ms [2021-12-02 09:57:09 main:581] : INFO : Epoch 1716 | loss: 0.0310453 | val_loss: 0.0311119 | Time: 1799.87 ms [2021-12-02 09:57:11 main:581] : INFO : Epoch 1717 | loss: 0.0310404 | val_loss: 0.0311134 | Time: 1825.91 ms [2021-12-02 09:57:13 main:581] : INFO : Epoch 1718 | loss: 0.0310396 | val_loss: 0.031106 | Time: 1800.3 ms [2021-12-02 09:57:15 main:581] : INFO : Epoch 1719 | loss: 0.0310327 | val_loss: 0.0311086 | Time: 1841.63 ms [2021-12-02 09:57:17 main:581] : INFO : Epoch 1720 | loss: 0.0310339 | val_loss: 0.0311084 | Time: 1858.77 ms [2021-12-02 09:57:18 main:581] : INFO : Epoch 1721 | loss: 0.0310385 | val_loss: 0.0311095 | Time: 1816.31 ms [2021-12-02 09:57:20 main:581] : INFO : Epoch 1722 | loss: 0.0310396 | val_loss: 0.0311026 | Time: 1855.63 ms [2021-12-02 09:57:22 main:581] : INFO : Epoch 1723 | loss: 0.0310378 | val_loss: 0.0311098 | Time: 1804.17 ms [2021-12-02 09:57:24 main:581] : INFO : Epoch 1724 | loss: 0.0310369 | val_loss: 0.0311012 | Time: 1821.71 ms [2021-12-02 09:57:26 main:581] : INFO : Epoch 1725 | loss: 0.0310328 | val_loss: 0.0311074 | Time: 1850.14 ms [2021-12-02 09:57:28 main:581] : INFO : Epoch 1726 | loss: 0.0310315 | val_loss: 0.0311152 | Time: 1855.31 ms [2021-12-02 09:57:29 main:581] : INFO : Epoch 1727 | loss: 0.0310465 | val_loss: 0.0311179 | Time: 1804.58 ms [2021-12-02 09:57:31 main:581] : INFO : Epoch 1728 | loss: 0.0310451 | val_loss: 0.0311098 | Time: 1835.25 ms [2021-12-02 09:57:33 main:581] : INFO : Epoch 1729 | loss: 0.0310378 | val_loss: 0.0311121 | Time: 1874.56 ms [2021-12-02 09:57:35 main:581] : INFO : Epoch 1730 | loss: 0.0310384 | val_loss: 0.0311087 | Time: 1812.57 ms [2021-12-02 09:57:37 main:581] : INFO : Epoch 1731 | loss: 0.0310381 | val_loss: 0.0311125 | Time: 1807.83 ms [2021-12-02 09:57:39 main:581] : INFO : Epoch 1732 | loss: 0.0310378 | val_loss: 0.0311091 | Time: 1821.72 ms [2021-12-02 09:57:40 main:581] : INFO : Epoch 1733 | loss: 0.0310372 | val_loss: 0.0311083 | Time: 1829.25 ms [2021-12-02 09:57:42 main:581] : INFO : Epoch 1734 | loss: 0.0310361 | val_loss: 0.0311169 | Time: 1785.28 ms [2021-12-02 09:57:44 main:581] : INFO : Epoch 1735 | loss: 0.0310348 | val_loss: 0.0311244 | Time: 1804.63 ms [2021-12-02 09:57:46 main:581] : INFO : Epoch 1736 | loss: 0.0310355 | val_loss: 0.0311099 | Time: 1833.73 ms [2021-12-02 09:57:48 main:581] : INFO : Epoch 1737 | loss: 0.031039 | val_loss: 0.0311268 | Time: 1794.8 ms [2021-12-02 09:57:49 main:581] : INFO : Epoch 1738 | loss: 0.0310376 | val_loss: 0.0311043 | Time: 1828.76 ms [2021-12-02 09:57:51 main:581] : INFO : Epoch 1739 | loss: 0.0310384 | val_loss: 0.0311121 | Time: 1815.32 ms [2021-12-02 09:57:53 main:581] : INFO : Epoch 1740 | loss: 0.0310354 | val_loss: 0.0311116 | Time: 1802.41 ms [2021-12-02 09:57:55 main:581] : INFO : Epoch 1741 | loss: 0.0310369 | val_loss: 0.0311079 | Time: 1860.35 ms [2021-12-02 09:57:57 main:581] : INFO : Epoch 1742 | loss: 0.031042 | val_loss: 0.031115 | Time: 1865.35 ms [2021-12-02 09:57:59 main:581] : INFO : Epoch 1743 | loss: 0.0310456 | val_loss: 0.031107 | Time: 1887.85 ms [2021-12-02 09:58:01 main:581] : INFO : Epoch 1744 | loss: 0.0310394 | val_loss: 0.0311034 | Time: 1923.6 ms [2021-12-02 09:58:02 main:581] : INFO : Epoch 1745 | loss: 0.0310407 | val_loss: 0.0311117 | Time: 1822.61 ms [2021-12-02 09:58:04 main:581] : INFO : Epoch 1746 | loss: 0.0310393 | val_loss: 0.0311001 | Time: 1821.5 ms [2021-12-02 09:58:06 main:581] : INFO : Epoch 1747 | loss: 0.0310367 | val_loss: 0.0311047 | Time: 1850.64 ms [2021-12-02 09:58:08 main:581] : INFO : Epoch 1748 | loss: 0.0310338 | val_loss: 0.0311055 | Time: 1811.09 ms [2021-12-02 09:58:10 main:581] : INFO : Epoch 1749 | loss: 0.0310329 | val_loss: 0.0311078 | Time: 1811.48 ms [2021-12-02 09:58:12 main:581] : INFO : Epoch 1750 | loss: 0.0310311 | val_loss: 0.0311013 | Time: 1823.32 ms [2021-12-02 09:58:13 main:581] : INFO : Epoch 1751 | loss: 0.031029 | val_loss: 0.0311072 | Time: 1848.31 ms [2021-12-02 09:58:15 main:581] : INFO : Epoch 1752 | loss: 0.0310291 | val_loss: 0.0311053 | Time: 1829.03 ms [2021-12-02 09:58:17 main:581] : INFO : Epoch 1753 | loss: 0.0310281 | val_loss: 0.031106 | Time: 1910.71 ms [2021-12-02 09:58:19 main:581] : INFO : Epoch 1754 | loss: 0.0310269 | val_loss: 0.0311039 | Time: 1839.36 ms [2021-12-02 09:58:21 main:581] : INFO : Epoch 1755 | loss: 0.0310269 | val_loss: 0.0311084 | Time: 1813.43 ms [2021-12-02 09:58:23 main:581] : INFO : Epoch 1756 | loss: 0.0310238 | val_loss: 0.0311044 | Time: 1830.05 ms [2021-12-02 09:58:24 main:581] : INFO : Epoch 1757 | loss: 0.0310253 | val_loss: 0.0311271 | Time: 1817.28 ms [2021-12-02 09:58:26 main:581] : INFO : Epoch 1758 | loss: 0.0310771 | val_loss: 0.0311072 | Time: 1830.88 ms [2021-12-02 09:58:28 main:581] : INFO : Epoch 1759 | loss: 0.0310797 | val_loss: 0.0311045 | Time: 1874.17 ms [2021-12-02 09:58:30 main:581] : INFO : Epoch 1760 | loss: 0.03107 | val_loss: 0.0311212 | Time: 1877.16 ms [2021-12-02 09:58:32 main:581] : INFO : Epoch 1761 | loss: 0.0310604 | val_loss: 0.0311069 | Time: 1819.08 ms [2021-12-02 09:58:34 main:581] : INFO : Epoch 1762 | loss: 0.0310599 | val_loss: 0.0311044 | Time: 1824.71 ms [2021-12-02 09:58:36 main:581] : INFO : Epoch 1763 | loss: 0.0310547 | val_loss: 0.0311202 | Time: 1856.55 ms [2021-12-02 09:58:37 main:581] : INFO : Epoch 1764 | loss: 0.0310619 | val_loss: 0.0311083 | Time: 1822.2 ms [2021-12-02 09:58:39 main:581] : INFO : Epoch 1765 | loss: 0.0310661 | val_loss: 0.0310979 | Time: 1812.34 ms [2021-12-02 09:58:41 main:581] : INFO : Epoch 1766 | loss: 0.031057 | val_loss: 0.0311016 | Time: 1823.79 ms [2021-12-02 09:58:43 main:581] : INFO : Epoch 1767 | loss: 0.031053 | val_loss: 0.0311032 | Time: 1801.12 ms [2021-12-02 09:58:45 main:581] : INFO : Epoch 1768 | loss: 0.0310499 | val_loss: 0.0311128 | Time: 1790.56 ms [2021-12-02 09:58:46 main:581] : INFO : Epoch 1769 | loss: 0.0310493 | val_loss: 0.0311112 | Time: 1794.36 ms [2021-12-02 09:58:48 main:581] : INFO : Epoch 1770 | loss: 0.031047 | val_loss: 0.0311183 | Time: 1814.24 ms [2021-12-02 09:58:50 main:581] : INFO : Epoch 1771 | loss: 0.0310475 | val_loss: 0.0311102 | Time: 1776.62 ms [2021-12-02 09:58:52 main:581] : INFO : Epoch 1772 | loss: 0.0310442 | val_loss: 0.0311054 | Time: 1843.31 ms [2021-12-02 09:58:54 main:581] : INFO : Epoch 1773 | loss: 0.0310415 | val_loss: 0.0310979 | Time: 1842 ms [2021-12-02 09:58:55 main:581] : INFO : Epoch 1774 | loss: 0.0310383 | val_loss: 0.0311072 | Time: 1821.22 ms [2021-12-02 09:58:57 main:581] : INFO : Epoch 1775 | loss: 0.0310381 | val_loss: 0.0311065 | Time: 1829.1 ms [2021-12-02 09:58:59 main:581] : INFO : Epoch 1776 | loss: 0.0310385 | val_loss: 0.0311058 | Time: 1784.44 ms [2021-12-02 09:59:01 main:581] : INFO : Epoch 1777 | loss: 0.0310376 | val_loss: 0.0310985 | Time: 1887.27 ms [2021-12-02 09:59:03 main:581] : INFO : Epoch 1778 | loss: 0.031042 | val_loss: 0.0311048 | Time: 1879.71 ms [2021-12-02 09:59:05 main:581] : INFO : Epoch 1779 | loss: 0.0310407 | val_loss: 0.0311054 | Time: 1808.89 ms [2021-12-02 09:59:06 main:581] : INFO : Epoch 1780 | loss: 0.0310385 | val_loss: 0.0311067 | Time: 1831.06 ms [2021-12-02 09:59:08 main:581] : INFO : Epoch 1781 | loss: 0.0310364 | val_loss: 0.0311088 | Time: 1808.79 ms [2021-12-02 09:59:10 main:581] : INFO : Epoch 1782 | loss: 0.0310361 | val_loss: 0.0311056 | Time: 1826.29 ms [2021-12-02 09:59:12 main:581] : INFO : Epoch 1783 | loss: 0.0310346 | val_loss: 0.0311007 | Time: 1860.74 ms [2021-12-02 09:59:14 main:581] : INFO : Epoch 1784 | loss: 0.0310339 | val_loss: 0.0311069 | Time: 1797 ms [2021-12-02 09:59:16 main:581] : INFO : Epoch 1785 | loss: 0.031034 | val_loss: 0.0311019 | Time: 1827.67 ms [2021-12-02 09:59:17 main:581] : INFO : Epoch 1786 | loss: 0.0310338 | val_loss: 0.0311196 | Time: 1833.54 ms [2021-12-02 09:59:19 main:581] : INFO : Epoch 1787 | loss: 0.0310386 | val_loss: 0.0311219 | Time: 1828.87 ms [2021-12-02 09:59:21 main:581] : INFO : Epoch 1788 | loss: 0.0310475 | val_loss: 0.0311191 | Time: 1849.79 ms [2021-12-02 09:59:23 main:581] : INFO : Epoch 1789 | loss: 0.0310531 | val_loss: 0.0311075 | Time: 1838.26 ms [2021-12-02 09:59:25 main:581] : INFO : Epoch 1790 | loss: 0.0310409 | val_loss: 0.031107 | Time: 1869.1 ms [2021-12-02 09:59:27 main:581] : INFO : Epoch 1791 | loss: 0.0310346 | val_loss: 0.0311047 | Time: 1851.43 ms [2021-12-02 09:59:28 main:581] : INFO : Epoch 1792 | loss: 0.0310334 | val_loss: 0.0311178 | Time: 1834.38 ms [2021-12-02 09:59:30 main:581] : INFO : Epoch 1793 | loss: 0.0310378 | val_loss: 0.0311073 | Time: 1824.8 ms [2021-12-02 09:59:32 main:581] : INFO : Epoch 1794 | loss: 0.0310371 | val_loss: 0.0311192 | Time: 1819 ms [2021-12-02 09:59:34 main:581] : INFO : Epoch 1795 | loss: 0.0310609 | val_loss: 0.0311189 | Time: 1826.22 ms [2021-12-02 09:59:36 main:581] : INFO : Epoch 1796 | loss: 0.0310611 | val_loss: 0.0311092 | Time: 1833.15 ms [2021-12-02 09:59:38 main:581] : INFO : Epoch 1797 | loss: 0.0310559 | val_loss: 0.0311047 | Time: 1820.51 ms [2021-12-02 09:59:39 main:581] : INFO : Epoch 1798 | loss: 0.0310498 | val_loss: 0.0311095 | Time: 1824.22 ms [2021-12-02 09:59:41 main:581] : INFO : Epoch 1799 | loss: 0.0310456 | val_loss: 0.0311044 | Time: 1824.74 ms [2021-12-02 09:59:43 main:581] : INFO : Epoch 1800 | loss: 0.0310441 | val_loss: 0.0311047 | Time: 1808.48 ms [2021-12-02 09:59:45 main:581] : INFO : Epoch 1801 | loss: 0.0310448 | val_loss: 0.0311045 | Time: 1816.92 ms [2021-12-02 09:59:47 main:581] : INFO : Epoch 1802 | loss: 0.031048 | val_loss: 0.0311104 | Time: 1819.44 ms [2021-12-02 09:59:49 main:581] : INFO : Epoch 1803 | loss: 0.0310404 | val_loss: 0.0311136 | Time: 1806.44 ms [2021-12-02 09:59:50 main:581] : INFO : Epoch 1804 | loss: 0.0310401 | val_loss: 0.0311116 | Time: 1799.4 ms [2021-12-02 09:59:52 main:581] : INFO : Epoch 1805 | loss: 0.0310446 | val_loss: 0.0311188 | Time: 1872.72 ms [2021-12-02 09:59:54 main:581] : INFO : Epoch 1806 | loss: 0.0310758 | val_loss: 0.03111 | Time: 1856.68 ms [2021-12-02 09:59:56 main:581] : INFO : Epoch 1807 | loss: 0.0310733 | val_loss: 0.0311087 | Time: 1829.61 ms [2021-12-02 09:59:58 main:581] : INFO : Epoch 1808 | loss: 0.0310875 | val_loss: 0.0311269 | Time: 1804.77 ms [2021-12-02 10:00:00 main:581] : INFO : Epoch 1809 | loss: 0.0310876 | val_loss: 0.0311086 | Time: 1837.99 ms [2021-12-02 10:00:01 main:581] : INFO : Epoch 1810 | loss: 0.0310747 | val_loss: 0.0311134 | Time: 1808.21 ms [2021-12-02 10:00:03 main:581] : INFO : Epoch 1811 | loss: 0.0310657 | val_loss: 0.0311163 | Time: 1802.09 ms [2021-12-02 10:00:05 main:581] : INFO : Epoch 1812 | loss: 0.0310913 | val_loss: 0.0311198 | Time: 1815.07 ms [2021-12-02 10:00:07 main:581] : INFO : Epoch 1813 | loss: 0.0310853 | val_loss: 0.0311067 | Time: 1798.73 ms [2021-12-02 10:00:09 main:581] : INFO : Epoch 1814 | loss: 0.0310728 | val_loss: 0.0311087 | Time: 1859.77 ms [2021-12-02 10:00:10 main:581] : INFO : Epoch 1815 | loss: 0.0310613 | val_loss: 0.0311024 | Time: 1808.52 ms [2021-12-02 10:00:12 main:581] : INFO : Epoch 1816 | loss: 0.0310529 | val_loss: 0.0310977 | Time: 1822 ms [2021-12-02 10:00:14 main:581] : INFO : Epoch 1817 | loss: 0.031055 | val_loss: 0.0310976 | Time: 1829.47 ms [2021-12-02 10:00:16 main:581] : INFO : Epoch 1818 | loss: 0.0310508 | val_loss: 0.0311013 | Time: 1803.89 ms [2021-12-02 10:00:18 main:581] : INFO : Epoch 1819 | loss: 0.0310473 | val_loss: 0.0311012 | Time: 1852.68 ms [2021-12-02 10:00:20 main:581] : INFO : Epoch 1820 | loss: 0.0310448 | val_loss: 0.0310992 | Time: 1846 ms [2021-12-02 10:00:21 main:581] : INFO : Epoch 1821 | loss: 0.031065 | val_loss: 0.0311213 | Time: 1811.61 ms [2021-12-02 10:00:23 main:581] : INFO : Epoch 1822 | loss: 0.0310676 | val_loss: 0.0311029 | Time: 1866.48 ms [2021-12-02 10:00:25 main:581] : INFO : Epoch 1823 | loss: 0.0310553 | val_loss: 0.031108 | Time: 1844.3 ms [2021-12-02 10:00:27 main:581] : INFO : Epoch 1824 | loss: 0.031049 | val_loss: 0.0311 | Time: 1821.4 ms [2021-12-02 10:00:29 main:581] : INFO : Epoch 1825 | loss: 0.0310441 | val_loss: 0.0311075 | Time: 1823.91 ms [2021-12-02 10:00:31 main:581] : INFO : Epoch 1826 | loss: 0.0310419 | val_loss: 0.0310994 | Time: 1810.07 ms [2021-12-02 10:00:32 main:581] : INFO : Epoch 1827 | loss: 0.0310415 | val_loss: 0.0311017 | Time: 1812.56 ms [2021-12-02 10:00:34 main:581] : INFO : Epoch 1828 | loss: 0.0310379 | val_loss: 0.0311076 | Time: 1817.84 ms [2021-12-02 10:00:36 main:581] : INFO : Epoch 1829 | loss: 0.0310368 | val_loss: 0.0311122 | Time: 1822.93 ms [2021-12-02 10:00:38 main:581] : INFO : Epoch 1830 | loss: 0.0310365 | val_loss: 0.031101 | Time: 1851.95 ms [2021-12-02 10:00:40 main:581] : INFO : Epoch 1831 | loss: 0.0310344 | val_loss: 0.0311048 | Time: 1903.2 ms [2021-12-02 10:00:42 main:581] : INFO : Epoch 1832 | loss: 0.0310357 | val_loss: 0.0311097 | Time: 1877.05 ms [2021-12-02 10:00:44 main:581] : INFO : Epoch 1833 | loss: 0.0310345 | val_loss: 0.0310977 | Time: 1866.02 ms [2021-12-02 10:00:45 main:581] : INFO : Epoch 1834 | loss: 0.0310333 | val_loss: 0.0311109 | Time: 1864.14 ms [2021-12-02 10:00:47 main:581] : INFO : Epoch 1835 | loss: 0.0310302 | val_loss: 0.0311133 | Time: 1893.77 ms [2021-12-02 10:00:49 main:581] : INFO : Epoch 1836 | loss: 0.031032 | val_loss: 0.0310994 | Time: 1858.24 ms [2021-12-02 10:00:51 main:581] : INFO : Epoch 1837 | loss: 0.0310341 | val_loss: 0.0311064 | Time: 1828.39 ms [2021-12-02 10:00:53 main:581] : INFO : Epoch 1838 | loss: 0.0310321 | val_loss: 0.03111 | Time: 1848.91 ms [2021-12-02 10:00:55 main:581] : INFO : Epoch 1839 | loss: 0.0310353 | val_loss: 0.0311074 | Time: 1833.28 ms [2021-12-02 10:00:56 main:581] : INFO : Epoch 1840 | loss: 0.0310386 | val_loss: 0.0311132 | Time: 1803.34 ms [2021-12-02 10:00:58 main:581] : INFO : Epoch 1841 | loss: 0.0310344 | val_loss: 0.031101 | Time: 1793.3 ms [2021-12-02 10:01:00 main:581] : INFO : Epoch 1842 | loss: 0.0310298 | val_loss: 0.0311126 | Time: 1858.85 ms [2021-12-02 10:01:02 main:581] : INFO : Epoch 1843 | loss: 0.0310276 | val_loss: 0.0311061 | Time: 1822.24 ms [2021-12-02 10:01:04 main:581] : INFO : Epoch 1844 | loss: 0.0310266 | val_loss: 0.0311107 | Time: 1820.65 ms [2021-12-02 10:01:06 main:581] : INFO : Epoch 1845 | loss: 0.0310266 | val_loss: 0.0311094 | Time: 1827.89 ms [2021-12-02 10:01:07 main:581] : INFO : Epoch 1846 | loss: 0.0310283 | val_loss: 0.0311012 | Time: 1810.81 ms [2021-12-02 10:01:09 main:581] : INFO : Epoch 1847 | loss: 0.0310262 | val_loss: 0.0311062 | Time: 1864.81 ms [2021-12-02 10:01:11 main:581] : INFO : Epoch 1848 | loss: 0.0310249 | val_loss: 0.0311107 | Time: 1804.5 ms [2021-12-02 10:01:13 main:581] : INFO : Epoch 1849 | loss: 0.0310252 | val_loss: 0.0311043 | Time: 1800.52 ms [2021-12-02 10:01:15 main:581] : INFO : Epoch 1850 | loss: 0.031027 | val_loss: 0.0311057 | Time: 1820.56 ms [2021-12-02 10:01:17 main:581] : INFO : Epoch 1851 | loss: 0.0310283 | val_loss: 0.031097 | Time: 1881.07 ms [2021-12-02 10:01:18 main:581] : INFO : Epoch 1852 | loss: 0.0310288 | val_loss: 0.0311122 | Time: 1829.71 ms [2021-12-02 10:01:20 main:581] : INFO : Epoch 1853 | loss: 0.0310276 | val_loss: 0.0311069 | Time: 1830.55 ms [2021-12-02 10:01:22 main:581] : INFO : Epoch 1854 | loss: 0.0310285 | val_loss: 0.0311117 | Time: 1857.44 ms [2021-12-02 10:01:24 main:581] : INFO : Epoch 1855 | loss: 0.0310266 | val_loss: 0.0311149 | Time: 1805.39 ms [2021-12-02 10:01:26 main:581] : INFO : Epoch 1856 | loss: 0.0310356 | val_loss: 0.0311054 | Time: 1834.08 ms [2021-12-02 10:01:28 main:581] : INFO : Epoch 1857 | loss: 0.0310402 | val_loss: 0.0310978 | Time: 1872.15 ms [2021-12-02 10:01:29 main:581] : INFO : Epoch 1858 | loss: 0.0310356 | val_loss: 0.0311028 | Time: 1813.45 ms [2021-12-02 10:01:31 main:581] : INFO : Epoch 1859 | loss: 0.0310353 | val_loss: 0.031113 | Time: 1832.13 ms [2021-12-02 10:01:33 main:581] : INFO : Epoch 1860 | loss: 0.0310317 | val_loss: 0.0311097 | Time: 1818.39 ms [2021-12-02 10:01:35 main:581] : INFO : Epoch 1861 | loss: 0.0310338 | val_loss: 0.0310972 | Time: 1838.29 ms [2021-12-02 10:01:37 main:581] : INFO : Epoch 1862 | loss: 0.031032 | val_loss: 0.0310988 | Time: 1863.13 ms [2021-12-02 10:01:39 main:581] : INFO : Epoch 1863 | loss: 0.0310309 | val_loss: 0.031106 | Time: 1815.82 ms [2021-12-02 10:01:40 main:581] : INFO : Epoch 1864 | loss: 0.0310299 | val_loss: 0.0311074 | Time: 1823.92 ms [2021-12-02 10:01:42 main:581] : INFO : Epoch 1865 | loss: 0.0310288 | val_loss: 0.0311098 | Time: 1863.08 ms [2021-12-02 10:01:44 main:581] : INFO : Epoch 1866 | loss: 0.0310416 | val_loss: 0.0311183 | Time: 1856.25 ms [2021-12-02 10:01:46 main:581] : INFO : Epoch 1867 | loss: 0.0310482 | val_loss: 0.0311151 | Time: 1845.07 ms [2021-12-02 10:01:48 main:581] : INFO : Epoch 1868 | loss: 0.0310458 | val_loss: 0.0311151 | Time: 1860.34 ms [2021-12-02 10:01:50 main:581] : INFO : Epoch 1869 | loss: 0.0310406 | val_loss: 0.0311137 | Time: 1831.81 ms [2021-12-02 10:01:52 main:581] : INFO : Epoch 1870 | loss: 0.031038 | val_loss: 0.0311089 | Time: 1887.64 ms [2021-12-02 10:01:53 main:581] : INFO : Epoch 1871 | loss: 0.0310447 | val_loss: 0.031116 | Time: 1813.34 ms [2021-12-02 10:01:55 main:581] : INFO : Epoch 1872 | loss: 0.0310439 | val_loss: 0.0310928 | Time: 1837.68 ms [2021-12-02 10:01:57 main:581] : INFO : Epoch 1873 | loss: 0.0310542 | val_loss: 0.031097 | Time: 1822.26 ms [2021-12-02 10:01:59 main:581] : INFO : Epoch 1874 | loss: 0.0310436 | val_loss: 0.0311068 | Time: 1914.82 ms [2021-12-02 10:02:01 main:581] : INFO : Epoch 1875 | loss: 0.0310325 | val_loss: 0.0310972 | Time: 1882.36 ms [2021-12-02 10:02:03 main:581] : INFO : Epoch 1876 | loss: 0.0310291 | val_loss: 0.0311075 | Time: 1835.55 ms [2021-12-02 10:02:05 main:581] : INFO : Epoch 1877 | loss: 0.0310298 | val_loss: 0.031093 | Time: 1861.66 ms [2021-12-02 10:02:06 main:581] : INFO : Epoch 1878 | loss: 0.0310264 | val_loss: 0.0310956 | Time: 1868.45 ms [2021-12-02 10:02:08 main:581] : INFO : Epoch 1879 | loss: 0.0310261 | val_loss: 0.0310993 | Time: 1965.98 ms [2021-12-02 10:02:10 main:581] : INFO : Epoch 1880 | loss: 0.0310248 | val_loss: 0.0311018 | Time: 1866.17 ms [2021-12-02 10:02:12 main:581] : INFO : Epoch 1881 | loss: 0.0310237 | val_loss: 0.0310973 | Time: 1901.47 ms [2021-12-02 10:02:14 main:581] : INFO : Epoch 1882 | loss: 0.0310216 | val_loss: 0.0310877 | Time: 1908.31 ms [2021-12-02 10:02:16 main:581] : INFO : Epoch 1883 | loss: 0.0310258 | val_loss: 0.031102 | Time: 1828.53 ms [2021-12-02 10:02:18 main:581] : INFO : Epoch 1884 | loss: 0.0310315 | val_loss: 0.0311029 | Time: 1832.23 ms [2021-12-02 10:02:20 main:581] : INFO : Epoch 1885 | loss: 0.0310253 | val_loss: 0.0311065 | Time: 1836.37 ms [2021-12-02 10:02:21 main:581] : INFO : Epoch 1886 | loss: 0.0310276 | val_loss: 0.0311049 | Time: 1830.38 ms [2021-12-02 10:02:23 main:581] : INFO : Epoch 1887 | loss: 0.0310235 | val_loss: 0.0311024 | Time: 1858.25 ms [2021-12-02 10:02:25 main:581] : INFO : Epoch 1888 | loss: 0.0310243 | val_loss: 0.031099 | Time: 1816.99 ms [2021-12-02 10:02:27 main:581] : INFO : Epoch 1889 | loss: 0.0310271 | val_loss: 0.0311068 | Time: 1862.45 ms [2021-12-02 10:02:29 main:581] : INFO : Epoch 1890 | loss: 0.0310235 | val_loss: 0.0311025 | Time: 1852.11 ms [2021-12-02 10:02:31 main:581] : INFO : Epoch 1891 | loss: 0.0310229 | val_loss: 0.0310969 | Time: 1867.78 ms [2021-12-02 10:02:32 main:581] : INFO : Epoch 1892 | loss: 0.0310229 | val_loss: 0.0311101 | Time: 1871.05 ms [2021-12-02 10:02:34 main:581] : INFO : Epoch 1893 | loss: 0.0310231 | val_loss: 0.0311066 | Time: 1821.84 ms [2021-12-02 10:02:36 main:581] : INFO : Epoch 1894 | loss: 0.0310275 | val_loss: 0.0311064 | Time: 1873.12 ms [2021-12-02 10:02:38 main:581] : INFO : Epoch 1895 | loss: 0.0310238 | val_loss: 0.0311193 | Time: 1816.53 ms [2021-12-02 10:02:40 main:581] : INFO : Epoch 1896 | loss: 0.0310227 | val_loss: 0.031104 | Time: 1867.81 ms [2021-12-02 10:02:42 main:581] : INFO : Epoch 1897 | loss: 0.0310203 | val_loss: 0.0311063 | Time: 1804.47 ms [2021-12-02 10:02:43 main:581] : INFO : Epoch 1898 | loss: 0.0310219 | val_loss: 0.0311104 | Time: 1783.42 ms [2021-12-02 10:02:45 main:581] : INFO : Epoch 1899 | loss: 0.0310281 | val_loss: 0.0311113 | Time: 1798.41 ms [2021-12-02 10:02:47 main:581] : INFO : Epoch 1900 | loss: 0.0310212 | val_loss: 0.0311024 | Time: 1795.84 ms [2021-12-02 10:02:49 main:581] : INFO : Epoch 1901 | loss: 0.0310177 | val_loss: 0.0311194 | Time: 1804.15 ms [2021-12-02 10:02:51 main:581] : INFO : Epoch 1902 | loss: 0.0310184 | val_loss: 0.0310988 | Time: 1801.81 ms [2021-12-02 10:02:52 main:581] : INFO : Epoch 1903 | loss: 0.0310154 | val_loss: 0.0311028 | Time: 1810.06 ms [2021-12-02 10:02:54 main:581] : INFO : Epoch 1904 | loss: 0.0310145 | val_loss: 0.0311075 | Time: 1836.97 ms [2021-12-02 10:02:56 main:581] : INFO : Epoch 1905 | loss: 0.0310169 | val_loss: 0.0311046 | Time: 1832.06 ms [2021-12-02 10:02:58 main:581] : INFO : Epoch 1906 | loss: 0.0310213 | val_loss: 0.031118 | Time: 1798.44 ms [2021-12-02 10:03:00 main:581] : INFO : Epoch 1907 | loss: 0.031019 | val_loss: 0.0311028 | Time: 1840.89 ms [2021-12-02 10:03:02 main:581] : INFO : Epoch 1908 | loss: 0.0310241 | val_loss: 0.0311017 | Time: 1804.7 ms [2021-12-02 10:03:03 main:581] : INFO : Epoch 1909 | loss: 0.0310216 | val_loss: 0.0311327 | Time: 1822.5 ms [2021-12-02 10:03:05 main:581] : INFO : Epoch 1910 | loss: 0.0310275 | val_loss: 0.0310979 | Time: 1873.24 ms [2021-12-02 10:03:07 main:581] : INFO : Epoch 1911 | loss: 0.0310272 | val_loss: 0.0311167 | Time: 1853.62 ms [2021-12-02 10:03:09 main:581] : INFO : Epoch 1912 | loss: 0.0310296 | val_loss: 0.0311235 | Time: 1816.29 ms [2021-12-02 10:03:11 main:581] : INFO : Epoch 1913 | loss: 0.0310281 | val_loss: 0.0311085 | Time: 1819.48 ms [2021-12-02 10:03:13 main:581] : INFO : Epoch 1914 | loss: 0.0310287 | val_loss: 0.0310952 | Time: 1853.85 ms [2021-12-02 10:03:14 main:581] : INFO : Epoch 1915 | loss: 0.0310545 | val_loss: 0.031124 | Time: 1809.68 ms [2021-12-02 10:03:16 main:581] : INFO : Epoch 1916 | loss: 0.0310531 | val_loss: 0.0310957 | Time: 1824.87 ms [2021-12-02 10:03:18 main:581] : INFO : Epoch 1917 | loss: 0.0310438 | val_loss: 0.0311066 | Time: 1834.09 ms [2021-12-02 10:03:20 main:581] : INFO : Epoch 1918 | loss: 0.0310374 | val_loss: 0.0311014 | Time: 1846.01 ms [2021-12-02 10:03:22 main:581] : INFO : Epoch 1919 | loss: 0.031032 | val_loss: 0.0310886 | Time: 1885.97 ms [2021-12-02 10:03:24 main:581] : INFO : Epoch 1920 | loss: 0.031031 | val_loss: 0.0311046 | Time: 1866.51 ms [2021-12-02 10:03:26 main:581] : INFO : Epoch 1921 | loss: 0.0310267 | val_loss: 0.0310949 | Time: 1854.73 ms [2021-12-02 10:03:27 main:581] : INFO : Epoch 1922 | loss: 0.0310243 | val_loss: 0.0310952 | Time: 1858.83 ms [2021-12-02 10:03:29 main:581] : INFO : Epoch 1923 | loss: 0.0310251 | val_loss: 0.031097 | Time: 1854.29 ms [2021-12-02 10:03:31 main:581] : INFO : Epoch 1924 | loss: 0.0310233 | val_loss: 0.0311126 | Time: 1840.46 ms [2021-12-02 10:03:33 main:581] : INFO : Epoch 1925 | loss: 0.0310291 | val_loss: 0.0310946 | Time: 1836.97 ms [2021-12-02 10:03:35 main:581] : INFO : Epoch 1926 | loss: 0.0310297 | val_loss: 0.0311127 | Time: 1859.25 ms [2021-12-02 10:03:37 main:581] : INFO : Epoch 1927 | loss: 0.0310311 | val_loss: 0.0310913 | Time: 1850.13 ms [2021-12-02 10:03:38 main:581] : INFO : Epoch 1928 | loss: 0.0310318 | val_loss: 0.0311084 | Time: 1795.62 ms [2021-12-02 10:03:40 main:581] : INFO : Epoch 1929 | loss: 0.0310291 | val_loss: 0.0311077 | Time: 1864.22 ms [2021-12-02 10:03:42 main:581] : INFO : Epoch 1930 | loss: 0.0310282 | val_loss: 0.0311156 | Time: 1881.68 ms [2021-12-02 10:03:44 main:581] : INFO : Epoch 1931 | loss: 0.0310243 | val_loss: 0.0310983 | Time: 1805.06 ms [2021-12-02 10:03:46 main:581] : INFO : Epoch 1932 | loss: 0.031029 | val_loss: 0.031104 | Time: 1818.56 ms [2021-12-02 10:03:48 main:581] : INFO : Epoch 1933 | loss: 0.0310257 | val_loss: 0.0311034 | Time: 1806.85 ms [2021-12-02 10:03:49 main:581] : INFO : Epoch 1934 | loss: 0.031042 | val_loss: 0.0311054 | Time: 1849.28 ms [2021-12-02 10:03:51 main:581] : INFO : Epoch 1935 | loss: 0.031066 | val_loss: 0.031106 | Time: 1847.1 ms [2021-12-02 10:03:53 main:581] : INFO : Epoch 1936 | loss: 0.0310554 | val_loss: 0.031104 | Time: 1879.59 ms [2021-12-02 10:03:55 main:581] : INFO : Epoch 1937 | loss: 0.0310435 | val_loss: 0.0311009 | Time: 1804.03 ms [2021-12-02 10:03:57 main:581] : INFO : Epoch 1938 | loss: 0.0310668 | val_loss: 0.0311251 | Time: 1849.58 ms [2021-12-02 10:03:59 main:581] : INFO : Epoch 1939 | loss: 0.0310742 | val_loss: 0.0310989 | Time: 1811.1 ms [2021-12-02 10:04:01 main:581] : INFO : Epoch 1940 | loss: 0.0310724 | val_loss: 0.0310923 | Time: 1935.19 ms [2021-12-02 10:04:02 main:581] : INFO : Epoch 1941 | loss: 0.0310601 | val_loss: 0.0310946 | Time: 1829.1 ms [2021-12-02 10:04:04 main:581] : INFO : Epoch 1942 | loss: 0.0310521 | val_loss: 0.0310876 | Time: 1853.3 ms [2021-12-02 10:04:06 main:581] : INFO : Epoch 1943 | loss: 0.0310476 | val_loss: 0.031095 | Time: 1868.55 ms [2021-12-02 10:04:08 main:581] : INFO : Epoch 1944 | loss: 0.0310455 | val_loss: 0.0311019 | Time: 1842.28 ms [2021-12-02 10:04:10 main:581] : INFO : Epoch 1945 | loss: 0.0310418 | val_loss: 0.0310945 | Time: 1872.7 ms [2021-12-02 10:04:12 main:581] : INFO : Epoch 1946 | loss: 0.0310392 | val_loss: 0.0310991 | Time: 1855.19 ms [2021-12-02 10:04:14 main:581] : INFO : Epoch 1947 | loss: 0.0310385 | val_loss: 0.0310943 | Time: 1836.74 ms [2021-12-02 10:04:15 main:581] : INFO : Epoch 1948 | loss: 0.031037 | val_loss: 0.0311049 | Time: 1820.07 ms [2021-12-02 10:04:17 main:581] : INFO : Epoch 1949 | loss: 0.0310322 | val_loss: 0.031092 | Time: 1857.88 ms [2021-12-02 10:04:19 main:581] : INFO : Epoch 1950 | loss: 0.0310302 | val_loss: 0.0311043 | Time: 1837.32 ms [2021-12-02 10:04:21 main:581] : INFO : Epoch 1951 | loss: 0.0310294 | val_loss: 0.0311006 | Time: 1833.23 ms [2021-12-02 10:04:23 main:581] : INFO : Epoch 1952 | loss: 0.0310255 | val_loss: 0.0311022 | Time: 1871.33 ms [2021-12-02 10:04:25 main:581] : INFO : Epoch 1953 | loss: 0.0310258 | val_loss: 0.0311001 | Time: 1826.47 ms [2021-12-02 10:04:26 main:581] : INFO : Epoch 1954 | loss: 0.031025 | val_loss: 0.0310996 | Time: 1815.78 ms [2021-12-02 10:04:28 main:581] : INFO : Epoch 1955 | loss: 0.0310329 | val_loss: 0.0311016 | Time: 1880.84 ms [2021-12-02 10:04:30 main:581] : INFO : Epoch 1956 | loss: 0.0310344 | val_loss: 0.031096 | Time: 1826.63 ms [2021-12-02 10:04:32 main:581] : INFO : Epoch 1957 | loss: 0.0310275 | val_loss: 0.0311017 | Time: 1861.76 ms [2021-12-02 10:04:34 main:581] : INFO : Epoch 1958 | loss: 0.031025 | val_loss: 0.0311055 | Time: 1839.57 ms [2021-12-02 10:04:36 main:581] : INFO : Epoch 1959 | loss: 0.0310216 | val_loss: 0.0310992 | Time: 1893.36 ms [2021-12-02 10:04:38 main:581] : INFO : Epoch 1960 | loss: 0.0310284 | val_loss: 0.0311144 | Time: 1840.94 ms [2021-12-02 10:04:39 main:581] : INFO : Epoch 1961 | loss: 0.0310292 | val_loss: 0.0311085 | Time: 1827.47 ms [2021-12-02 10:04:41 main:581] : INFO : Epoch 1962 | loss: 0.0310282 | val_loss: 0.0311048 | Time: 1828.88 ms [2021-12-02 10:04:43 main:581] : INFO : Epoch 1963 | loss: 0.0310248 | val_loss: 0.0311225 | Time: 1981.72 ms [2021-12-02 10:04:45 main:581] : INFO : Epoch 1964 | loss: 0.0310196 | val_loss: 0.0311169 | Time: 1831.98 ms [2021-12-02 10:04:47 main:581] : INFO : Epoch 1965 | loss: 0.0310274 | val_loss: 0.0311109 | Time: 1887.16 ms [2021-12-02 10:04:49 main:581] : INFO : Epoch 1966 | loss: 0.0310261 | val_loss: 0.0311092 | Time: 1851.6 ms [2021-12-02 10:04:51 main:581] : INFO : Epoch 1967 | loss: 0.0310255 | val_loss: 0.0311203 | Time: 1797.44 ms [2021-12-02 10:04:52 main:581] : INFO : Epoch 1968 | loss: 0.0310224 | val_loss: 0.0311089 | Time: 1804.49 ms [2021-12-02 10:04:54 main:581] : INFO : Epoch 1969 | loss: 0.0310226 | val_loss: 0.0311196 | Time: 1851.99 ms [2021-12-02 10:04:56 main:581] : INFO : Epoch 1970 | loss: 0.0310227 | val_loss: 0.0311013 | Time: 1842.12 ms [2021-12-02 10:04:58 main:581] : INFO : Epoch 1971 | loss: 0.0310221 | val_loss: 0.0310922 | Time: 1815.34 ms [2021-12-02 10:05:00 main:581] : INFO : Epoch 1972 | loss: 0.0310256 | val_loss: 0.0311155 | Time: 1845.5 ms [2021-12-02 10:05:02 main:581] : INFO : Epoch 1973 | loss: 0.0310218 | val_loss: 0.0310978 | Time: 1819.92 ms [2021-12-02 10:05:03 main:581] : INFO : Epoch 1974 | loss: 0.0310178 | val_loss: 0.0311076 | Time: 1833.8 ms [2021-12-02 10:05:05 main:581] : INFO : Epoch 1975 | loss: 0.0310169 | val_loss: 0.0311155 | Time: 1828.08 ms [2021-12-02 10:05:07 main:581] : INFO : Epoch 1976 | loss: 0.0310206 | val_loss: 0.0311154 | Time: 1826.65 ms [2021-12-02 10:05:09 main:581] : INFO : Epoch 1977 | loss: 0.0310312 | val_loss: 0.0310989 | Time: 1814.37 ms [2021-12-02 10:05:11 main:581] : INFO : Epoch 1978 | loss: 0.0310212 | val_loss: 0.0310968 | Time: 1820.1 ms [2021-12-02 10:05:12 main:581] : INFO : Epoch 1979 | loss: 0.0310245 | val_loss: 0.0311205 | Time: 1818.61 ms [2021-12-02 10:05:14 main:581] : INFO : Epoch 1980 | loss: 0.0310312 | val_loss: 0.0310976 | Time: 1814.78 ms [2021-12-02 10:05:16 main:581] : INFO : Epoch 1981 | loss: 0.0310254 | val_loss: 0.0311268 | Time: 1857.71 ms [2021-12-02 10:05:18 main:581] : INFO : Epoch 1982 | loss: 0.0310231 | val_loss: 0.0311236 | Time: 1844 ms [2021-12-02 10:05:20 main:581] : INFO : Epoch 1983 | loss: 0.0310241 | val_loss: 0.0311071 | Time: 1884.96 ms [2021-12-02 10:05:22 main:581] : INFO : Epoch 1984 | loss: 0.0310239 | val_loss: 0.0310929 | Time: 1820.4 ms [2021-12-02 10:05:24 main:581] : INFO : Epoch 1985 | loss: 0.0310289 | val_loss: 0.0310999 | Time: 1806.62 ms [2021-12-02 10:05:25 main:581] : INFO : Epoch 1986 | loss: 0.0310255 | val_loss: 0.0311021 | Time: 1826.14 ms [2021-12-02 10:05:27 main:581] : INFO : Epoch 1987 | loss: 0.0310203 | val_loss: 0.0311111 | Time: 1830.75 ms [2021-12-02 10:05:29 main:581] : INFO : Epoch 1988 | loss: 0.0310203 | val_loss: 0.0311109 | Time: 1828.55 ms [2021-12-02 10:05:31 main:581] : INFO : Epoch 1989 | loss: 0.0310163 | val_loss: 0.031102 | Time: 1832.36 ms [2021-12-02 10:05:33 main:581] : INFO : Epoch 1990 | loss: 0.0310167 | val_loss: 0.0311009 | Time: 1830.31 ms [2021-12-02 10:05:34 main:581] : INFO : Epoch 1991 | loss: 0.0310203 | val_loss: 0.0311136 | Time: 1810.53 ms [2021-12-02 10:05:36 main:581] : INFO : Epoch 1992 | loss: 0.0310205 | val_loss: 0.0311012 | Time: 1824.18 ms [2021-12-02 10:05:38 main:581] : INFO : Epoch 1993 | loss: 0.0310244 | val_loss: 0.0311034 | Time: 1888.93 ms [2021-12-02 10:05:40 main:581] : INFO : Epoch 1994 | loss: 0.0310209 | val_loss: 0.0311103 | Time: 1883.42 ms [2021-12-02 10:05:42 main:581] : INFO : Epoch 1995 | loss: 0.0310191 | val_loss: 0.0311126 | Time: 1863.33 ms [2021-12-02 10:05:44 main:581] : INFO : Epoch 1996 | loss: 0.0310181 | val_loss: 0.0311214 | Time: 1815.45 ms [2021-12-02 10:05:46 main:581] : INFO : Epoch 1997 | loss: 0.0310709 | val_loss: 0.0311353 | Time: 1812.33 ms [2021-12-02 10:05:47 main:581] : INFO : Epoch 1998 | loss: 0.0311179 | val_loss: 0.0311213 | Time: 1883.39 ms [2021-12-02 10:05:49 main:581] : INFO : Epoch 1999 | loss: 0.0311032 | val_loss: 0.0311178 | Time: 1810.45 ms [2021-12-02 10:05:51 main:581] : INFO : Epoch 2000 | loss: 0.0310775 | val_loss: 0.0311057 | Time: 1819.37 ms [2021-12-02 10:05:53 main:581] : INFO : Epoch 2001 | loss: 0.0310455 | val_loss: 0.0311144 | Time: 1808.32 ms [2021-12-02 10:05:55 main:581] : INFO : Epoch 2002 | loss: 0.0310308 | val_loss: 0.0311133 | Time: 1804.74 ms [2021-12-02 10:05:57 main:581] : INFO : Epoch 2003 | loss: 0.0310294 | val_loss: 0.0311128 | Time: 1843.01 ms [2021-12-02 10:05:58 main:581] : INFO : Epoch 2004 | loss: 0.0310227 | val_loss: 0.0311063 | Time: 1814.14 ms [2021-12-02 10:06:00 main:581] : INFO : Epoch 2005 | loss: 0.0310253 | val_loss: 0.0311014 | Time: 1822.41 ms [2021-12-02 10:06:02 main:581] : INFO : Epoch 2006 | loss: 0.0310257 | val_loss: 0.0311077 | Time: 1811.37 ms [2021-12-02 10:06:04 main:581] : INFO : Epoch 2007 | loss: 0.0310279 | val_loss: 0.0311049 | Time: 1880.04 ms [2021-12-02 10:06:06 main:581] : INFO : Epoch 2008 | loss: 0.0310321 | val_loss: 0.0311054 | Time: 1840 ms [2021-12-02 10:06:08 main:581] : INFO : Epoch 2009 | loss: 0.0310301 | val_loss: 0.0310973 | Time: 1863.46 ms [2021-12-02 10:06:09 main:581] : INFO : Epoch 2010 | loss: 0.0310272 | val_loss: 0.0311073 | Time: 1841.9 ms [2021-12-02 10:06:11 main:581] : INFO : Epoch 2011 | loss: 0.031026 | val_loss: 0.0311002 | Time: 1861.73 ms [2021-12-02 10:06:13 main:581] : INFO : Epoch 2012 | loss: 0.0310201 | val_loss: 0.0311035 | Time: 1830.63 ms [2021-12-02 10:06:15 main:581] : INFO : Epoch 2013 | loss: 0.0310177 | val_loss: 0.0311183 | Time: 1819.79 ms [2021-12-02 10:06:17 main:581] : INFO : Epoch 2014 | loss: 0.0310222 | val_loss: 0.0311056 | Time: 1822.56 ms [2021-12-02 10:06:19 main:581] : INFO : Epoch 2015 | loss: 0.0310302 | val_loss: 0.0310978 | Time: 1894.1 ms [2021-12-02 10:06:20 main:581] : INFO : Epoch 2016 | loss: 0.031036 | val_loss: 0.0311006 | Time: 1836.25 ms [2021-12-02 10:06:22 main:581] : INFO : Epoch 2017 | loss: 0.0310308 | val_loss: 0.0310964 | Time: 1808.31 ms [2021-12-02 10:06:24 main:581] : INFO : Epoch 2018 | loss: 0.0310262 | val_loss: 0.031105 | Time: 1812.78 ms [2021-12-02 10:06:26 main:581] : INFO : Epoch 2019 | loss: 0.0310259 | val_loss: 0.0310945 | Time: 1851.15 ms [2021-12-02 10:06:28 main:581] : INFO : Epoch 2020 | loss: 0.0310349 | val_loss: 0.0310967 | Time: 1819.26 ms [2021-12-02 10:06:30 main:581] : INFO : Epoch 2021 | loss: 0.0310228 | val_loss: 0.0310973 | Time: 1802.61 ms [2021-12-02 10:06:31 main:581] : INFO : Epoch 2022 | loss: 0.031022 | val_loss: 0.0311079 | Time: 1881.24 ms [2021-12-02 10:06:33 main:581] : INFO : Epoch 2023 | loss: 0.0310191 | val_loss: 0.031107 | Time: 1834.28 ms [2021-12-02 10:06:35 main:581] : INFO : Epoch 2024 | loss: 0.0310178 | val_loss: 0.0311073 | Time: 1809.59 ms [2021-12-02 10:06:37 main:581] : INFO : Epoch 2025 | loss: 0.0310447 | val_loss: 0.0310939 | Time: 1825.72 ms [2021-12-02 10:06:39 main:581] : INFO : Epoch 2026 | loss: 0.031047 | val_loss: 0.0311085 | Time: 1872.52 ms [2021-12-02 10:06:41 main:581] : INFO : Epoch 2027 | loss: 0.0310365 | val_loss: 0.0311033 | Time: 1870.16 ms [2021-12-02 10:06:43 main:581] : INFO : Epoch 2028 | loss: 0.0310311 | val_loss: 0.0311206 | Time: 1856.36 ms [2021-12-02 10:06:44 main:581] : INFO : Epoch 2029 | loss: 0.0310249 | val_loss: 0.0310977 | Time: 1899.65 ms [2021-12-02 10:06:46 main:581] : INFO : Epoch 2030 | loss: 0.0310238 | val_loss: 0.031108 | Time: 1837.25 ms [2021-12-02 10:06:48 main:581] : INFO : Epoch 2031 | loss: 0.031018 | val_loss: 0.0311126 | Time: 1813.38 ms [2021-12-02 10:06:50 main:581] : INFO : Epoch 2032 | loss: 0.0310172 | val_loss: 0.0311074 | Time: 1839.05 ms [2021-12-02 10:06:52 main:581] : INFO : Epoch 2033 | loss: 0.0310165 | val_loss: 0.0310959 | Time: 1813.65 ms [2021-12-02 10:06:54 main:581] : INFO : Epoch 2034 | loss: 0.0310119 | val_loss: 0.0311024 | Time: 1838.25 ms [2021-12-02 10:06:55 main:581] : INFO : Epoch 2035 | loss: 0.0310132 | val_loss: 0.0310978 | Time: 1806.08 ms [2021-12-02 10:06:57 main:581] : INFO : Epoch 2036 | loss: 0.0310251 | val_loss: 0.0311108 | Time: 1803.45 ms [2021-12-02 10:06:59 main:581] : INFO : Epoch 2037 | loss: 0.0310213 | val_loss: 0.0311062 | Time: 1845.86 ms [2021-12-02 10:07:01 main:581] : INFO : Epoch 2038 | loss: 0.0310245 | val_loss: 0.0311011 | Time: 1884.06 ms [2021-12-02 10:07:03 main:581] : INFO : Epoch 2039 | loss: 0.0310223 | val_loss: 0.0310994 | Time: 1869.55 ms [2021-12-02 10:07:05 main:581] : INFO : Epoch 2040 | loss: 0.0310173 | val_loss: 0.0311028 | Time: 1829.95 ms [2021-12-02 10:07:06 main:581] : INFO : Epoch 2041 | loss: 0.0310142 | val_loss: 0.0311149 | Time: 1829.2 ms [2021-12-02 10:07:08 main:581] : INFO : Epoch 2042 | loss: 0.0310141 | val_loss: 0.031107 | Time: 1913.91 ms [2021-12-02 10:07:10 main:581] : INFO : Epoch 2043 | loss: 0.0310133 | val_loss: 0.0310969 | Time: 1848.79 ms [2021-12-02 10:07:12 main:581] : INFO : Epoch 2044 | loss: 0.0310141 | val_loss: 0.0311149 | Time: 1854.18 ms [2021-12-02 10:07:14 main:581] : INFO : Epoch 2045 | loss: 0.0310164 | val_loss: 0.0311009 | Time: 1915.7 ms [2021-12-02 10:07:16 main:581] : INFO : Epoch 2046 | loss: 0.0310136 | val_loss: 0.0311116 | Time: 1840.9 ms [2021-12-02 10:07:18 main:581] : INFO : Epoch 2047 | loss: 0.0310103 | val_loss: 0.0311016 | Time: 1885.91 ms [2021-12-02 10:07:20 main:581] : INFO : Epoch 2048 | loss: 0.031011 | val_loss: 0.0310997 | Time: 1991.65 ms [2021-12-02 10:07:20 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0310997 [2021-12-02 10:07:20 main:610] : INFO : Saving end state to config to file [2021-12-02 10:07:20 main:615] : INFO : Success, exiting.. 10:07:20 (9364): 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)