Task 7355073
| Name | ParityModified-1630352217-4161-3_0 |
| Workunit | 5032145 |
| Created | 15 Sep 2021, 11:26:03 UTC |
| Sent | 15 Sep 2021, 11:26:07 UTC |
| Report deadline | 22 Sep 2021, 11:26:07 UTC |
| Received | 15 Sep 2021, 13:29:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 1 hours 4 min 5 sec |
| CPU time | 1 hours 0 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> 20 main:574] : INFO : Epoch 1542 | loss: 0.0312044 | val_loss: 0.0312111 | Time: 1789.47 ms [2021-09-15 14:17:22 main:574] : INFO : Epoch 1543 | loss: 0.0312043 | val_loss: 0.0312111 | Time: 1771.45 ms [2021-09-15 14:17:24 main:574] : INFO : Epoch 1544 | loss: 0.0312039 | val_loss: 0.0312125 | Time: 1817.49 ms [2021-09-15 14:17:26 main:574] : INFO : Epoch 1545 | loss: 0.0312057 | val_loss: 0.0312151 | Time: 1863.83 ms [2021-09-15 14:17:28 main:574] : INFO : Epoch 1546 | loss: 0.0312048 | val_loss: 0.0312132 | Time: 1841.65 ms [2021-09-15 14:17:30 main:574] : INFO : Epoch 1547 | loss: 0.0312046 | val_loss: 0.0312108 | Time: 1878.65 ms [2021-09-15 14:17:32 main:574] : INFO : Epoch 1548 | loss: 0.031204 | val_loss: 0.0312129 | Time: 1857.37 ms [2021-09-15 14:17:33 main:574] : INFO : Epoch 1549 | loss: 0.0312037 | val_loss: 0.0312127 | Time: 1806.98 ms [2021-09-15 14:17:35 main:574] : INFO : Epoch 1550 | loss: 0.0312037 | val_loss: 0.0312116 | Time: 1771.33 ms [2021-09-15 14:17:37 main:574] : INFO : Epoch 1551 | loss: 0.0312036 | val_loss: 0.0312112 | Time: 1825.25 ms [2021-09-15 14:17:39 main:574] : INFO : Epoch 1552 | loss: 0.0312025 | val_loss: 0.0312116 | Time: 1848.35 ms [2021-09-15 14:17:41 main:574] : INFO : Epoch 1553 | loss: 0.0312045 | val_loss: 0.031211 | Time: 1792.86 ms [2021-09-15 14:17:43 main:574] : INFO : Epoch 1554 | loss: 0.031203 | val_loss: 0.0312127 | Time: 1895.15 ms [2021-09-15 14:17:45 main:574] : INFO : Epoch 1555 | loss: 0.0312038 | val_loss: 0.0312103 | Time: 1889.8 ms [2021-09-15 14:17:46 main:574] : INFO : Epoch 1556 | loss: 0.0312033 | val_loss: 0.0312112 | Time: 1783.42 ms [2021-09-15 14:17:48 main:574] : INFO : Epoch 1557 | loss: 0.031203 | val_loss: 0.0312104 | Time: 1786.42 ms [2021-09-15 14:17:50 main:574] : INFO : Epoch 1558 | loss: 0.031203 | val_loss: 0.0312102 | Time: 1831.23 ms [2021-09-15 14:17:52 main:574] : INFO : Epoch 1559 | loss: 0.0312047 | val_loss: 0.031215 | Time: 1782.4 ms [2021-09-15 14:17:54 main:574] : INFO : Epoch 1560 | loss: 0.0312074 | val_loss: 0.0312132 | Time: 1962.37 ms [2021-09-15 14:17:56 main:574] : INFO : Epoch 1561 | loss: 0.0312062 | val_loss: 0.0312119 | Time: 1877.59 ms [2021-09-15 14:17:58 main:574] : INFO : Epoch 1562 | loss: 0.031204 | val_loss: 0.0312112 | Time: 1893.47 ms [2021-09-15 14:17:59 main:574] : INFO : Epoch 1563 | loss: 0.0312036 | val_loss: 0.0312129 | Time: 1847.07 ms [2021-09-15 14:18:01 main:574] : INFO : Epoch 1564 | loss: 0.0312055 | val_loss: 0.0312111 | Time: 1837.03 ms [2021-09-15 14:18:03 main:574] : INFO : Epoch 1565 | loss: 0.0312031 | val_loss: 0.0312101 | Time: 1868.63 ms [2021-09-15 14:18:05 main:574] : INFO : Epoch 1566 | loss: 0.0312035 | val_loss: 0.0312118 | Time: 1877.21 ms [2021-09-15 14:18:07 main:574] : INFO : Epoch 1567 | loss: 0.0312039 | val_loss: 0.0312107 | Time: 1878.28 ms [2021-09-15 14:18:09 main:574] : INFO : Epoch 1568 | loss: 0.0312027 | val_loss: 0.0312118 | Time: 1841.46 ms [2021-09-15 14:18:11 main:574] : INFO : Epoch 1569 | loss: 0.0312028 | val_loss: 0.0312125 | Time: 1814.66 ms [2021-09-15 14:18:12 main:574] : INFO : Epoch 1570 | loss: 0.0312026 | val_loss: 0.0312108 | Time: 1824.53 ms [2021-09-15 14:18:14 main:574] : INFO : Epoch 1571 | loss: 0.0312027 | val_loss: 0.0312106 | Time: 1836.56 ms [2021-09-15 14:18:16 main:574] : INFO : Epoch 1572 | loss: 0.0312036 | val_loss: 0.0312102 | Time: 1867.94 ms [2021-09-15 14:18:18 main:574] : INFO : Epoch 1573 | loss: 0.031206 | val_loss: 0.0312117 | Time: 1782.75 ms [2021-09-15 14:18:20 main:574] : INFO : Epoch 1574 | loss: 0.0312061 | val_loss: 0.0312132 | Time: 1818.04 ms [2021-09-15 14:18:22 main:574] : INFO : Epoch 1575 | loss: 0.0312042 | val_loss: 0.0312137 | Time: 1925.7 ms [2021-09-15 14:18:24 main:574] : INFO : Epoch 1576 | loss: 0.0312035 | val_loss: 0.03121 | Time: 1998.9 ms [2021-09-15 14:18:26 main:574] : INFO : Epoch 1577 | loss: 0.0312029 | val_loss: 0.0312137 | Time: 1879.43 ms [2021-09-15 14:18:27 main:574] : INFO : Epoch 1578 | loss: 0.0312047 | val_loss: 0.0312257 | Time: 1939.56 ms [2021-09-15 14:18:29 main:574] : INFO : Epoch 1579 | loss: 0.0312056 | val_loss: 0.031211 | Time: 1830.93 ms [2021-09-15 14:18:31 main:574] : INFO : Epoch 1580 | loss: 0.0312029 | val_loss: 0.0312118 | Time: 1831.06 ms [2021-09-15 14:18:33 main:574] : INFO : Epoch 1581 | loss: 0.0312027 | val_loss: 0.0312105 | Time: 1843.73 ms [2021-09-15 14:18:35 main:574] : INFO : Epoch 1582 | loss: 0.0312037 | val_loss: 0.0312098 | Time: 1806.63 ms [2021-09-15 14:18:37 main:574] : INFO : Epoch 1583 | loss: 0.0312032 | val_loss: 0.0312103 | Time: 1752.57 ms [2021-09-15 14:18:38 main:574] : INFO : Epoch 1584 | loss: 0.0312035 | val_loss: 0.031211 | Time: 1799.15 ms [2021-09-15 14:18:40 main:574] : INFO : Epoch 1585 | loss: 0.0312051 | val_loss: 0.0312112 | Time: 1781.79 ms [2021-09-15 14:18:42 main:574] : INFO : Epoch 1586 | loss: 0.0312029 | val_loss: 0.0312129 | Time: 1797.22 ms [2021-09-15 14:18:44 main:574] : INFO : Epoch 1587 | loss: 0.0312072 | val_loss: 0.0312271 | Time: 1764.75 ms [2021-09-15 14:18:46 main:574] : INFO : Epoch 1588 | loss: 0.0312111 | val_loss: 0.0312161 | Time: 1837.02 ms [2021-09-15 14:18:48 main:574] : INFO : Epoch 1589 | loss: 0.0312077 | val_loss: 0.0312126 | Time: 2128.65 ms [2021-09-15 14:18:50 main:574] : INFO : Epoch 1590 | loss: 0.0312024 | val_loss: 0.031211 | Time: 1803.77 ms [2021-09-15 14:18:51 main:574] : INFO : Epoch 1591 | loss: 0.0312022 | val_loss: 0.0312106 | Time: 1863.67 ms [2021-09-15 14:18:53 main:574] : INFO : Epoch 1592 | loss: 0.031202 | val_loss: 0.0312101 | Time: 1898.23 ms [2021-09-15 14:18:55 main:574] : INFO : Epoch 1593 | loss: 0.0312015 | val_loss: 0.0312101 | Time: 1799.37 ms [2021-09-15 14:18:57 main:574] : INFO : Epoch 1594 | loss: 0.0312017 | val_loss: 0.0312118 | Time: 1804.74 ms [2021-09-15 14:18:59 main:574] : INFO : Epoch 1595 | loss: 0.0312021 | val_loss: 0.0312108 | Time: 1790.6 ms [2021-09-15 14:19:01 main:574] : INFO : Epoch 1596 | loss: 0.0312027 | val_loss: 0.0312122 | Time: 1823.25 ms [2021-09-15 14:19:02 main:574] : INFO : Epoch 1597 | loss: 0.0312025 | val_loss: 0.0312104 | Time: 1872.25 ms [2021-09-15 14:19:04 main:574] : INFO : Epoch 1598 | loss: 0.0312025 | val_loss: 0.0312169 | Time: 1791.72 ms [2021-09-15 14:19:06 main:574] : INFO : Epoch 1599 | loss: 0.0312024 | val_loss: 0.0312103 | Time: 1809.54 ms [2021-09-15 14:19:08 main:574] : INFO : Epoch 1600 | loss: 0.0312021 | val_loss: 0.031218 | Time: 1855.43 ms [2021-09-15 14:19:10 main:574] : INFO : Epoch 1601 | loss: 0.0312033 | val_loss: 0.0312101 | Time: 1815.77 ms [2021-09-15 14:19:11 main:574] : INFO : Epoch 1602 | loss: 0.0312024 | val_loss: 0.031211 | Time: 1800.86 ms [2021-09-15 14:19:13 main:574] : INFO : Epoch 1603 | loss: 0.0312023 | val_loss: 0.0312135 | Time: 1790.95 ms [2021-09-15 14:19:15 main:574] : INFO : Epoch 1604 | loss: 0.0312024 | val_loss: 0.0312102 | Time: 1871.35 ms [2021-09-15 14:19:17 main:574] : INFO : Epoch 1605 | loss: 0.0312022 | val_loss: 0.0312102 | Time: 1908.27 ms [2021-09-15 14:19:19 main:574] : INFO : Epoch 1606 | loss: 0.0312021 | val_loss: 0.031213 | Time: 1835.39 ms [2021-09-15 14:19:21 main:574] : INFO : Epoch 1607 | loss: 0.0312021 | val_loss: 0.0312103 | Time: 1769.16 ms [2021-09-15 14:19:23 main:574] : INFO : Epoch 1608 | loss: 0.0312019 | val_loss: 0.0312121 | Time: 1854.65 ms [2021-09-15 14:19:24 main:574] : INFO : Epoch 1609 | loss: 0.0312023 | val_loss: 0.0312101 | Time: 1868.17 ms [2021-09-15 14:19:26 main:574] : INFO : Epoch 1610 | loss: 0.0312017 | val_loss: 0.0312109 | Time: 1772.11 ms [2021-09-15 14:19:28 main:574] : INFO : Epoch 1611 | loss: 0.0312017 | val_loss: 0.0312107 | Time: 1921.16 ms [2021-09-15 14:19:30 main:574] : INFO : Epoch 1612 | loss: 0.0312018 | val_loss: 0.0312114 | Time: 1867.33 ms [2021-09-15 14:19:32 main:574] : INFO : Epoch 1613 | loss: 0.0312015 | val_loss: 0.0312147 | Time: 1853.6 ms [2021-09-15 14:19:34 main:574] : INFO : Epoch 1614 | loss: 0.0312021 | val_loss: 0.0312116 | Time: 1894.45 ms [2021-09-15 14:19:36 main:574] : INFO : Epoch 1615 | loss: 0.0312022 | val_loss: 0.0312109 | Time: 1770.86 ms [2021-09-15 14:19:37 main:574] : INFO : Epoch 1616 | loss: 0.0312019 | val_loss: 0.0312122 | Time: 1920.52 ms [2021-09-15 14:19:39 main:574] : INFO : Epoch 1617 | loss: 0.0312028 | val_loss: 0.0312136 | Time: 1811.57 ms [2021-09-15 14:19:41 main:574] : INFO : Epoch 1618 | loss: 0.0312031 | val_loss: 0.0312109 | Time: 1991.13 ms [2021-09-15 14:19:43 main:574] : INFO : Epoch 1619 | loss: 0.0312021 | val_loss: 0.0312168 | Time: 1828.33 ms [2021-09-15 14:19:45 main:574] : INFO : Epoch 1620 | loss: 0.0312025 | val_loss: 0.0312106 | Time: 1772.98 ms [2021-09-15 14:19:47 main:574] : INFO : Epoch 1621 | loss: 0.0312039 | val_loss: 0.0312188 | Time: 1761.98 ms [2021-09-15 14:19:48 main:574] : INFO : Epoch 1622 | loss: 0.0312055 | val_loss: 0.031211 | Time: 1813.88 ms [2021-09-15 14:19:50 main:574] : INFO : Epoch 1623 | loss: 0.0312067 | val_loss: 0.0312119 | Time: 1868.11 ms [2021-09-15 14:19:52 main:574] : INFO : Epoch 1624 | loss: 0.0312016 | val_loss: 0.0312106 | Time: 1851.77 ms [2021-09-15 14:19:54 main:574] : INFO : Epoch 1625 | loss: 0.0312015 | val_loss: 0.0312126 | Time: 1818.03 ms [2021-09-15 14:19:56 main:574] : INFO : Epoch 1626 | loss: 0.0312033 | val_loss: 0.0312119 | Time: 1787.29 ms [2021-09-15 14:19:58 main:574] : INFO : Epoch 1627 | loss: 0.0312019 | val_loss: 0.0312106 | Time: 1846.85 ms [2021-09-15 14:19:59 main:574] : INFO : Epoch 1628 | loss: 0.0312018 | val_loss: 0.0312119 | Time: 1804.22 ms [2021-09-15 14:20:01 main:574] : INFO : Epoch 1629 | loss: 0.0312019 | val_loss: 0.0312167 | Time: 1901.88 ms [2021-09-15 14:20:03 main:574] : INFO : Epoch 1630 | loss: 0.0312047 | val_loss: 0.0312103 | Time: 1774.56 ms [2021-09-15 14:20:05 main:574] : INFO : Epoch 1631 | loss: 0.031203 | val_loss: 0.0312106 | Time: 1875.8 ms [2021-09-15 14:20:07 main:574] : INFO : Epoch 1632 | loss: 0.0312057 | val_loss: 0.0312228 | Time: 1900.57 ms [2021-09-15 14:20:09 main:574] : INFO : Epoch 1633 | loss: 0.0312043 | val_loss: 0.0312125 | Time: 1800.5 ms [2021-09-15 14:20:10 main:574] : INFO : Epoch 1634 | loss: 0.0312026 | val_loss: 0.0312126 | Time: 1759.74 ms [2021-09-15 14:20:12 main:574] : INFO : Epoch 1635 | loss: 0.0312028 | val_loss: 0.0312126 | Time: 1825.58 ms [2021-09-15 14:20:14 main:574] : INFO : Epoch 1636 | loss: 0.0312021 | val_loss: 0.0312098 | Time: 1837.95 ms [2021-09-15 14:20:16 main:574] : INFO : Epoch 1637 | loss: 0.0312013 | val_loss: 0.03121 | Time: 1839.27 ms [2021-09-15 14:20:18 main:574] : INFO : Epoch 1638 | loss: 0.0312031 | val_loss: 0.0312104 | Time: 2137.53 ms [2021-09-15 14:20:20 main:574] : INFO : Epoch 1639 | loss: 0.031205 | val_loss: 0.0312122 | Time: 1768.94 ms [2021-09-15 14:20:22 main:574] : INFO : Epoch 1640 | loss: 0.031207 | val_loss: 0.0312147 | Time: 1785.28 ms [2021-09-15 14:20:24 main:574] : INFO : Epoch 1641 | loss: 0.0312041 | val_loss: 0.0312109 | Time: 1836.96 ms [2021-09-15 14:20:25 main:574] : INFO : Epoch 1642 | loss: 0.0312026 | val_loss: 0.0312111 | Time: 1919.52 ms [2021-09-15 14:20:27 main:574] : INFO : Epoch 1643 | loss: 0.031204 | val_loss: 0.0312183 | Time: 1844.17 ms [2021-09-15 14:20:29 main:574] : INFO : Epoch 1644 | loss: 0.031203 | val_loss: 0.0312105 | Time: 1783.99 ms [2021-09-15 14:20:31 main:574] : INFO : Epoch 1645 | loss: 0.0312007 | val_loss: 0.0312135 | Time: 1812.92 ms [2021-09-15 14:20:33 main:574] : INFO : Epoch 1646 | loss: 0.0312013 | val_loss: 0.03121 | Time: 1831.52 ms [2021-09-15 14:20:35 main:574] : INFO : Epoch 1647 | loss: 0.0312018 | val_loss: 0.0312106 | Time: 1788.64 ms [2021-09-15 14:20:36 main:574] : INFO : Epoch 1648 | loss: 0.031201 | val_loss: 0.0312125 | Time: 1834.54 ms [2021-09-15 14:20:38 main:574] : INFO : Epoch 1649 | loss: 0.031201 | val_loss: 0.0312107 | Time: 1851.76 ms [2021-09-15 14:20:40 main:574] : INFO : Epoch 1650 | loss: 0.0312013 | val_loss: 0.0312125 | Time: 1832.41 ms [2021-09-15 14:20:42 main:574] : INFO : Epoch 1651 | loss: 0.031202 | val_loss: 0.0312098 | Time: 1860.76 ms [2021-09-15 14:20:44 main:574] : INFO : Epoch 1652 | loss: 0.0312017 | val_loss: 0.0312103 | Time: 1762.89 ms [2021-09-15 14:20:46 main:574] : INFO : Epoch 1653 | loss: 0.0312017 | val_loss: 0.0312098 | Time: 1839.99 ms [2021-09-15 14:20:47 main:574] : INFO : Epoch 1654 | loss: 0.0312018 | val_loss: 0.0312106 | Time: 1780.64 ms [2021-09-15 14:20:49 main:574] : INFO : Epoch 1655 | loss: 0.0312009 | val_loss: 0.0312104 | Time: 1787.87 ms [2021-09-15 14:20:51 main:574] : INFO : Epoch 1656 | loss: 0.0312008 | val_loss: 0.0312098 | Time: 2091.67 ms [2021-09-15 14:20:53 main:574] : INFO : Epoch 1657 | loss: 0.0312009 | val_loss: 0.0312111 | Time: 1836.98 ms [2021-09-15 14:20:55 main:574] : INFO : Epoch 1658 | loss: 0.0312007 | val_loss: 0.0312144 | Time: 1763.4 ms [2021-09-15 14:20:57 main:574] : INFO : Epoch 1659 | loss: 0.0312005 | val_loss: 0.0312128 | Time: 1782.74 ms [2021-09-15 14:20:59 main:574] : INFO : Epoch 1660 | loss: 0.0312016 | val_loss: 0.0312109 | Time: 1808.1 ms [2021-09-15 14:21:00 main:574] : INFO : Epoch 1661 | loss: 0.0312015 | val_loss: 0.0312115 | Time: 1837.41 ms [2021-09-15 14:21:02 main:574] : INFO : Epoch 1662 | loss: 0.0312021 | val_loss: 0.0312108 | Time: 1951.59 ms [2021-09-15 14:21:04 main:574] : INFO : Epoch 1663 | loss: 0.0312027 | val_loss: 0.0312096 | Time: 1982.21 ms [2021-09-15 14:21:06 main:574] : INFO : Epoch 1664 | loss: 0.0312008 | val_loss: 0.0312099 | Time: 1740.9 ms [2021-09-15 14:21:08 main:574] : INFO : Epoch 1665 | loss: 0.0312006 | val_loss: 0.0312115 | Time: 1814.59 ms [2021-09-15 14:21:10 main:574] : INFO : Epoch 1666 | loss: 0.0312007 | val_loss: 0.0312127 | Time: 1999.76 ms [2021-09-15 14:21:12 main:574] : INFO : Epoch 1667 | loss: 0.0312008 | val_loss: 0.0312106 | Time: 1843.03 ms [2021-09-15 14:21:14 main:574] : INFO : Epoch 1668 | loss: 0.0312008 | val_loss: 0.0312111 | Time: 1984.99 ms [2021-09-15 14:21:15 main:574] : INFO : Epoch 1669 | loss: 0.0312005 | val_loss: 0.0312104 | Time: 1765.75 ms [2021-09-15 14:21:17 main:574] : INFO : Epoch 1670 | loss: 0.0312003 | val_loss: 0.0312153 | Time: 1935.37 ms [2021-09-15 14:21:19 main:574] : INFO : Epoch 1671 | loss: 0.031203 | val_loss: 0.0312167 | Time: 1806.59 ms [2021-09-15 14:21:21 main:574] : INFO : Epoch 1672 | loss: 0.0312044 | val_loss: 0.0312127 | Time: 1885.72 ms [2021-09-15 14:21:23 main:574] : INFO : Epoch 1673 | loss: 0.0312019 | val_loss: 0.031211 | Time: 1822.76 ms [2021-09-15 14:21:25 main:574] : INFO : Epoch 1674 | loss: 0.0312003 | val_loss: 0.0312105 | Time: 1833.45 ms [2021-09-15 14:21:27 main:574] : INFO : Epoch 1675 | loss: 0.031201 | val_loss: 0.0312126 | Time: 1798.09 ms [2021-09-15 14:21:28 main:574] : INFO : Epoch 1676 | loss: 0.0312013 | val_loss: 0.0312103 | Time: 1822.27 ms [2021-09-15 14:21:30 main:574] : INFO : Epoch 1677 | loss: 0.0312001 | val_loss: 0.0312108 | Time: 1902.53 ms [2021-09-15 14:21:32 main:574] : INFO : Epoch 1678 | loss: 0.0312014 | val_loss: 0.0312153 | Time: 1785.36 ms [2021-09-15 14:21:34 main:574] : INFO : Epoch 1679 | loss: 0.0312024 | val_loss: 0.0312114 | Time: 1794.41 ms [2021-09-15 14:21:36 main:574] : INFO : Epoch 1680 | loss: 0.0312011 | val_loss: 0.0312164 | Time: 1863.09 ms [2021-09-15 14:21:38 main:574] : INFO : Epoch 1681 | loss: 0.0312014 | val_loss: 0.0312137 | Time: 1809.39 ms [2021-09-15 14:21:39 main:574] : INFO : Epoch 1682 | loss: 0.0312016 | val_loss: 0.0312096 | Time: 1897.95 ms [2021-09-15 14:21:41 main:574] : INFO : Epoch 1683 | loss: 0.0312023 | val_loss: 0.0312104 | Time: 1812.55 ms [2021-09-15 14:21:43 main:574] : INFO : Epoch 1684 | loss: 0.031202 | val_loss: 0.0312132 | Time: 1810.1 ms [2021-09-15 14:21:45 main:574] : INFO : Epoch 1685 | loss: 0.0312008 | val_loss: 0.0312118 | Time: 1794.59 ms [2021-09-15 14:21:47 main:574] : INFO : Epoch 1686 | loss: 0.0312017 | val_loss: 0.0312138 | Time: 1872.56 ms [2021-09-15 14:21:49 main:574] : INFO : Epoch 1687 | loss: 0.0312007 | val_loss: 0.0312123 | Time: 1762.85 ms [2021-09-15 14:21:50 main:574] : INFO : Epoch 1688 | loss: 0.0312032 | val_loss: 0.0312103 | Time: 1898.47 ms [2021-09-15 14:21:52 main:574] : INFO : Epoch 1689 | loss: 0.0312016 | val_loss: 0.0312156 | Time: 1818.79 ms [2021-09-15 14:21:54 main:574] : INFO : Epoch 1690 | loss: 0.0312022 | val_loss: 0.0312102 | Time: 1831.8 ms [2021-09-15 14:21:56 main:574] : INFO : Epoch 1691 | loss: 0.0312007 | val_loss: 0.0312153 | Time: 2018.68 ms [2021-09-15 14:21:58 main:574] : INFO : Epoch 1692 | loss: 0.0312018 | val_loss: 0.0312105 | Time: 1786.16 ms [2021-09-15 14:22:00 main:574] : INFO : Epoch 1693 | loss: 0.0312011 | val_loss: 0.0312107 | Time: 1802.79 ms [2021-09-15 14:22:01 main:574] : INFO : Epoch 1694 | loss: 0.0312008 | val_loss: 0.0312099 | Time: 1794.58 ms [2021-09-15 14:22:03 main:574] : INFO : Epoch 1695 | loss: 0.0312004 | val_loss: 0.0312117 | Time: 1866.63 ms [2021-09-15 14:22:05 main:574] : INFO : Epoch 1696 | loss: 0.0312008 | val_loss: 0.0312101 | Time: 1861.37 ms [2021-09-15 14:22:07 main:574] : INFO : Epoch 1697 | loss: 0.0312008 | val_loss: 0.0312117 | Time: 1793.74 ms [2021-09-15 14:22:09 main:574] : INFO : Epoch 1698 | loss: 0.0312069 | val_loss: 0.0312173 | Time: 1810.35 ms [2021-09-15 14:22:11 main:574] : INFO : Epoch 1699 | loss: 0.0312034 | val_loss: 0.0312148 | Time: 1824.46 ms [2021-09-15 14:22:13 main:574] : INFO : Epoch 1700 | loss: 0.0312022 | val_loss: 0.0312096 | Time: 1847.44 ms [2021-09-15 14:22:14 main:574] : INFO : Epoch 1701 | loss: 0.0312007 | val_loss: 0.0312103 | Time: 1799.47 ms [2021-09-15 14:22:16 main:574] : INFO : Epoch 1702 | loss: 0.0312002 | val_loss: 0.0312105 | Time: 1772.99 ms [2021-09-15 14:22:18 main:574] : INFO : Epoch 1703 | loss: 0.0311998 | val_loss: 0.0312102 | Time: 1783.47 ms [2021-09-15 14:22:20 main:574] : INFO : Epoch 1704 | loss: 0.0312 | val_loss: 0.0312104 | Time: 1841.42 ms [2021-09-15 14:22:22 main:574] : INFO : Epoch 1705 | loss: 0.0312019 | val_loss: 0.0312142 | Time: 1855.83 ms [2021-09-15 14:22:23 main:574] : INFO : Epoch 1706 | loss: 0.031201 | val_loss: 0.0312115 | Time: 1772.49 ms [2021-09-15 14:22:25 main:574] : INFO : Epoch 1707 | loss: 0.0312019 | val_loss: 0.0312122 | Time: 1951.93 ms [2021-09-15 14:22:27 main:574] : INFO : Epoch 1708 | loss: 0.0312003 | val_loss: 0.0312147 | Time: 1811.16 ms [2021-09-15 14:22:29 main:574] : INFO : Epoch 1709 | loss: 0.0312009 | val_loss: 0.0312103 | Time: 1872.44 ms [2021-09-15 14:22:31 main:574] : INFO : Epoch 1710 | loss: 0.0312002 | val_loss: 0.0312107 | Time: 1855.61 ms [2021-09-15 14:22:33 main:574] : INFO : Epoch 1711 | loss: 0.0312015 | val_loss: 0.0312113 | Time: 1791.49 ms [2021-09-15 14:22:35 main:574] : INFO : Epoch 1712 | loss: 0.031201 | val_loss: 0.0312112 | Time: 1824.67 ms [2021-09-15 14:22:36 main:574] : INFO : Epoch 1713 | loss: 0.0312003 | val_loss: 0.0312165 | Time: 1907.62 ms [2021-09-15 14:22:38 main:574] : INFO : Epoch 1714 | loss: 0.0312004 | val_loss: 0.0312136 | Time: 1817.12 ms [2021-09-15 14:22:40 main:574] : INFO : Epoch 1715 | loss: 0.0312013 | val_loss: 0.0312109 | Time: 1782.87 ms [2021-09-15 14:22:42 main:574] : INFO : Epoch 1716 | loss: 0.0312009 | val_loss: 0.0312091 | Time: 1772.75 ms [2021-09-15 14:22:44 main:574] : INFO : Epoch 1717 | loss: 0.0312008 | val_loss: 0.0312093 | Time: 1806.11 ms [2021-09-15 14:22:46 main:574] : INFO : Epoch 1718 | loss: 0.0312003 | val_loss: 0.0312136 | Time: 1866.94 ms [2021-09-15 14:22:47 main:574] : INFO : Epoch 1719 | loss: 0.0312013 | val_loss: 0.0312131 | Time: 1808.32 ms [2021-09-15 14:22:49 main:574] : INFO : Epoch 1720 | loss: 0.0312016 | val_loss: 0.0312108 | Time: 1830.12 ms [2021-09-15 14:22:51 main:574] : INFO : Epoch 1721 | loss: 0.0311996 | val_loss: 0.0312142 | Time: 1951.35 ms [2021-09-15 14:22:53 main:574] : INFO : Epoch 1722 | loss: 0.0312005 | val_loss: 0.0312117 | Time: 1826.54 ms [2021-09-15 14:22:55 main:574] : INFO : Epoch 1723 | loss: 0.0312001 | val_loss: 0.0312103 | Time: 1884.6 ms [2021-09-15 14:22:57 main:574] : INFO : Epoch 1724 | loss: 0.0311996 | val_loss: 0.0312109 | Time: 1880.33 ms [2021-09-15 14:22:59 main:574] : INFO : Epoch 1725 | loss: 0.0311997 | val_loss: 0.0312106 | Time: 1893.42 ms [2021-09-15 14:23:01 main:574] : INFO : Epoch 1726 | loss: 0.0311995 | val_loss: 0.0312122 | Time: 1802.42 ms [2021-09-15 14:23:02 main:574] : INFO : Epoch 1727 | loss: 0.0311996 | val_loss: 0.0312114 | Time: 1839.19 ms [2021-09-15 14:23:04 main:574] : INFO : Epoch 1728 | loss: 0.0312006 | val_loss: 0.03121 | Time: 2053.3 ms [2021-09-15 14:23:06 main:574] : INFO : Epoch 1729 | loss: 0.0312006 | val_loss: 0.0312108 | Time: 1792.2 ms [2021-09-15 14:23:08 main:574] : INFO : Epoch 1730 | loss: 0.0311995 | val_loss: 0.0312165 | Time: 1912.96 ms [2021-09-15 14:23:10 main:574] : INFO : Epoch 1731 | loss: 0.0312001 | val_loss: 0.0312111 | Time: 1757.28 ms [2021-09-15 14:23:12 main:574] : INFO : Epoch 1732 | loss: 0.0311993 | val_loss: 0.0312136 | Time: 1818.49 ms [2021-09-15 14:23:14 main:574] : INFO : Epoch 1733 | loss: 0.031201 | val_loss: 0.0312116 | Time: 1820.97 ms [2021-09-15 14:23:15 main:574] : INFO : Epoch 1734 | loss: 0.0311999 | val_loss: 0.0312108 | Time: 1848.83 ms [2021-09-15 14:23:17 main:574] : INFO : Epoch 1735 | loss: 0.0312002 | val_loss: 0.0312121 | Time: 1790.43 ms [2021-09-15 14:23:19 main:574] : INFO : Epoch 1736 | loss: 0.0311993 | val_loss: 0.0312105 | Time: 1771.87 ms [2021-09-15 14:23:21 main:574] : INFO : Epoch 1737 | loss: 0.0312005 | val_loss: 0.0312125 | Time: 1813.61 ms [2021-09-15 14:23:23 main:574] : INFO : Epoch 1738 | loss: 0.0312001 | val_loss: 0.0312115 | Time: 1750.38 ms [2021-09-15 14:23:25 main:574] : INFO : Epoch 1739 | loss: 0.0312018 | val_loss: 0.0312109 | Time: 1833.27 ms [2021-09-15 14:23:26 main:574] : INFO : Epoch 1740 | loss: 0.0312009 | val_loss: 0.0312117 | Time: 1806.54 ms [2021-09-15 14:23:28 main:574] : INFO : Epoch 1741 | loss: 0.0312008 | val_loss: 0.0312104 | Time: 1885.65 ms [2021-09-15 14:23:30 main:574] : INFO : Epoch 1742 | loss: 0.0312022 | val_loss: 0.0312111 | Time: 1834.79 ms [2021-09-15 14:23:32 main:574] : INFO : Epoch 1743 | loss: 0.0312002 | val_loss: 0.031217 | Time: 1812.35 ms [2021-09-15 14:23:34 main:574] : INFO : Epoch 1744 | loss: 0.0312011 | val_loss: 0.0312106 | Time: 1769.96 ms [2021-09-15 14:23:36 main:574] : INFO : Epoch 1745 | loss: 0.0311993 | val_loss: 0.0312108 | Time: 1810.22 ms [2021-09-15 14:23:37 main:574] : INFO : Epoch 1746 | loss: 0.0311994 | val_loss: 0.0312107 | Time: 1856.86 ms [2021-09-15 14:23:39 main:574] : INFO : Epoch 1747 | loss: 0.0311998 | val_loss: 0.0312122 | Time: 1870.79 ms [2021-09-15 14:23:41 main:574] : INFO : Epoch 1748 | loss: 0.0311994 | val_loss: 0.0312124 | Time: 1933.01 ms [2021-09-15 14:23:43 main:574] : INFO : Epoch 1749 | loss: 0.0312012 | val_loss: 0.0312129 | Time: 1788.38 ms [2021-09-15 14:23:45 main:574] : INFO : Epoch 1750 | loss: 0.0312003 | val_loss: 0.031213 | Time: 1981.33 ms [2021-09-15 14:23:47 main:574] : INFO : Epoch 1751 | loss: 0.0311991 | val_loss: 0.0312115 | Time: 1808.51 ms [2021-09-15 14:23:49 main:574] : INFO : Epoch 1752 | loss: 0.0312006 | val_loss: 0.0312136 | Time: 1818.8 ms [2021-09-15 14:23:51 main:574] : INFO : Epoch 1753 | loss: 0.0312003 | val_loss: 0.0312117 | Time: 1900.68 ms [2021-09-15 14:23:52 main:574] : INFO : Epoch 1754 | loss: 0.0312001 | val_loss: 0.0312157 | Time: 1848.04 ms [2021-09-15 14:23:54 main:574] : INFO : Epoch 1755 | loss: 0.031202 | val_loss: 0.0312123 | Time: 1824.56 ms [2021-09-15 14:23:56 main:574] : INFO : Epoch 1756 | loss: 0.0312013 | val_loss: 0.031215 | Time: 1845.83 ms [2021-09-15 14:23:58 main:574] : INFO : Epoch 1757 | loss: 0.0312013 | val_loss: 0.0312112 | Time: 1939.59 ms [2021-09-15 14:24:00 main:574] : INFO : Epoch 1758 | loss: 0.0312002 | val_loss: 0.0312128 | Time: 2019.86 ms [2021-09-15 14:24:02 main:574] : INFO : Epoch 1759 | loss: 0.031201 | val_loss: 0.0312133 | Time: 1973.44 ms [2021-09-15 14:24:04 main:574] : INFO : Epoch 1760 | loss: 0.0311992 | val_loss: 0.031211 | Time: 1848.38 ms [2021-09-15 14:24:06 main:574] : INFO : Epoch 1761 | loss: 0.0312013 | val_loss: 0.031212 | Time: 1744.14 ms [2021-09-15 14:24:07 main:574] : INFO : Epoch 1762 | loss: 0.031201 | val_loss: 0.0312147 | Time: 1794.78 ms [2021-09-15 14:24:09 main:574] : INFO : Epoch 1763 | loss: 0.0311999 | val_loss: 0.031212 | Time: 1780.34 ms [2021-09-15 14:24:11 main:574] : INFO : Epoch 1764 | loss: 0.031199 | val_loss: 0.0312112 | Time: 1842.53 ms [2021-09-15 14:24:13 main:574] : INFO : Epoch 1765 | loss: 0.0311988 | val_loss: 0.0312115 | Time: 1805.66 ms [2021-09-15 14:24:15 main:574] : INFO : Epoch 1766 | loss: 0.0311989 | val_loss: 0.0312114 | Time: 1860.74 ms [2021-09-15 14:24:17 main:574] : INFO : Epoch 1767 | loss: 0.0311995 | val_loss: 0.0312122 | Time: 1754.95 ms [2021-09-15 14:24:18 main:574] : INFO : Epoch 1768 | loss: 0.0312008 | val_loss: 0.0312139 | Time: 1852.32 ms [2021-09-15 14:24:20 main:574] : INFO : Epoch 1769 | loss: 0.0311995 | val_loss: 0.0312141 | Time: 1836.79 ms [2021-09-15 14:24:22 main:574] : INFO : Epoch 1770 | loss: 0.0312041 | val_loss: 0.0312343 | Time: 1793.5 ms [2021-09-15 14:24:24 main:574] : INFO : Epoch 1771 | loss: 0.0312144 | val_loss: 0.0312135 | Time: 1868.65 ms [2021-09-15 14:24:26 main:574] : INFO : Epoch 1772 | loss: 0.0312018 | val_loss: 0.031213 | Time: 1781.71 ms [2021-09-15 14:24:28 main:574] : INFO : Epoch 1773 | loss: 0.0312006 | val_loss: 0.0312129 | Time: 1840.18 ms [2021-09-15 14:24:29 main:574] : INFO : Epoch 1774 | loss: 0.0311996 | val_loss: 0.0312106 | Time: 1849.86 ms [2021-09-15 14:24:31 main:574] : INFO : Epoch 1775 | loss: 0.0311996 | val_loss: 0.0312146 | Time: 1830.63 ms [2021-09-15 14:24:33 main:574] : INFO : Epoch 1776 | loss: 0.0311994 | val_loss: 0.0312117 | Time: 1796.15 ms [2021-09-15 14:24:35 main:574] : INFO : Epoch 1777 | loss: 0.0311991 | val_loss: 0.0312113 | Time: 1879.93 ms [2021-09-15 14:24:37 main:574] : INFO : Epoch 1778 | loss: 0.0311997 | val_loss: 0.0312112 | Time: 1914.77 ms [2021-09-15 14:24:39 main:574] : INFO : Epoch 1779 | loss: 0.0312001 | val_loss: 0.0312105 | Time: 1926.93 ms [2021-09-15 14:24:41 main:574] : INFO : Epoch 1780 | loss: 0.0312031 | val_loss: 0.0312113 | Time: 1753.02 ms [2021-09-15 14:24:42 main:574] : INFO : Epoch 1781 | loss: 0.0312001 | val_loss: 0.0312102 | Time: 1784.3 ms [2021-09-15 14:24:44 main:574] : INFO : Epoch 1782 | loss: 0.0311992 | val_loss: 0.0312109 | Time: 1875.79 ms [2021-09-15 14:24:46 main:574] : INFO : Epoch 1783 | loss: 0.0311996 | val_loss: 0.031213 | Time: 1889.2 ms [2021-09-15 14:24:48 main:574] : INFO : Epoch 1784 | loss: 0.031202 | val_loss: 0.0312114 | Time: 1784.93 ms [2021-09-15 14:24:50 main:574] : INFO : Epoch 1785 | loss: 0.031202 | val_loss: 0.0312108 | Time: 1854.76 ms [2021-09-15 14:24:52 main:574] : INFO : Epoch 1786 | loss: 0.031202 | val_loss: 0.0312124 | Time: 1838.72 ms [2021-09-15 14:24:53 main:574] : INFO : Epoch 1787 | loss: 0.0311993 | val_loss: 0.031211 | Time: 1834.98 ms [2021-09-15 14:24:55 main:574] : INFO : Epoch 1788 | loss: 0.0311994 | val_loss: 0.0312105 | Time: 1817.76 ms [2021-09-15 14:24:57 main:574] : INFO : Epoch 1789 | loss: 0.0311986 | val_loss: 0.0312112 | Time: 1865.58 ms [2021-09-15 14:24:59 main:574] : INFO : Epoch 1790 | loss: 0.0311992 | val_loss: 0.0312118 | Time: 1899.32 ms [2021-09-15 14:25:01 main:574] : INFO : Epoch 1791 | loss: 0.0311996 | val_loss: 0.0312107 | Time: 1868.43 ms [2021-09-15 14:25:03 main:574] : INFO : Epoch 1792 | loss: 0.0311998 | val_loss: 0.0312105 | Time: 1839.92 ms [2021-09-15 14:25:05 main:574] : INFO : Epoch 1793 | loss: 0.0311985 | val_loss: 0.0312102 | Time: 1776.26 ms [2021-09-15 14:25:06 main:574] : INFO : Epoch 1794 | loss: 0.0312006 | val_loss: 0.0312108 | Time: 1792.26 ms [2021-09-15 14:25:08 main:574] : INFO : Epoch 1795 | loss: 0.031199 | val_loss: 0.0312126 | Time: 1817.41 ms [2021-09-15 14:25:10 main:574] : INFO : Epoch 1796 | loss: 0.0311998 | val_loss: 0.0312123 | Time: 1877.26 ms [2021-09-15 14:25:12 main:574] : INFO : Epoch 1797 | loss: 0.0311989 | val_loss: 0.0312112 | Time: 1835.28 ms [2021-09-15 14:25:14 main:574] : INFO : Epoch 1798 | loss: 0.0311983 | val_loss: 0.0312122 | Time: 1780.02 ms [2021-09-15 14:25:15 main:574] : INFO : Epoch 1799 | loss: 0.0311986 | val_loss: 0.031213 | Time: 1843.18 ms [2021-09-15 14:25:17 main:574] : INFO : Epoch 1800 | loss: 0.031199 | val_loss: 0.0312121 | Time: 1854.33 ms [2021-09-15 14:25:19 main:574] : INFO : Epoch 1801 | loss: 0.0311995 | val_loss: 0.0312175 | Time: 1974.29 ms [2021-09-15 14:25:21 main:574] : INFO : Epoch 1802 | loss: 0.031201 | val_loss: 0.0312148 | Time: 1864.88 ms [2021-09-15 14:25:23 main:574] : INFO : Epoch 1803 | loss: 0.0312001 | val_loss: 0.0312112 | Time: 2043.23 ms [2021-09-15 14:25:25 main:574] : INFO : Epoch 1804 | loss: 0.0311993 | val_loss: 0.031214 | Time: 2059.28 ms [2021-09-15 14:25:27 main:574] : INFO : Epoch 1805 | loss: 0.0311989 | val_loss: 0.0312114 | Time: 1787.93 ms [2021-09-15 14:25:29 main:574] : INFO : Epoch 1806 | loss: 0.0311982 | val_loss: 0.0312115 | Time: 1776.37 ms [2021-09-15 14:25:31 main:574] : INFO : Epoch 1807 | loss: 0.0311985 | val_loss: 0.031211 | Time: 1807.14 ms [2021-09-15 14:25:33 main:574] : INFO : Epoch 1808 | loss: 0.0311991 | val_loss: 0.0312124 | Time: 1815.94 ms [2021-09-15 14:25:34 main:574] : INFO : Epoch 1809 | loss: 0.0312024 | val_loss: 0.031213 | Time: 1797.09 ms [2021-09-15 14:25:36 main:574] : INFO : Epoch 1810 | loss: 0.031202 | val_loss: 0.031216 | Time: 1907.96 ms [2021-09-15 14:25:38 main:574] : INFO : Epoch 1811 | loss: 0.0312012 | val_loss: 0.0312142 | Time: 1783.99 ms [2021-09-15 14:25:40 main:574] : INFO : Epoch 1812 | loss: 0.0311998 | val_loss: 0.0312152 | Time: 1808.41 ms [2021-09-15 14:25:42 main:574] : INFO : Epoch 1813 | loss: 0.0311999 | val_loss: 0.0312118 | Time: 1914.31 ms [2021-09-15 14:25:44 main:574] : INFO : Epoch 1814 | loss: 0.0311987 | val_loss: 0.0312112 | Time: 1909.79 ms [2021-09-15 14:25:46 main:574] : INFO : Epoch 1815 | loss: 0.0311993 | val_loss: 0.0312126 | Time: 1827.4 ms [2021-09-15 14:25:47 main:574] : INFO : Epoch 1816 | loss: 0.0312001 | val_loss: 0.0312113 | Time: 1834.82 ms [2021-09-15 14:25:49 main:574] : INFO : Epoch 1817 | loss: 0.0312002 | val_loss: 0.0312125 | Time: 1763.74 ms [2021-09-15 14:25:51 main:574] : INFO : Epoch 1818 | loss: 0.031199 | val_loss: 0.0312116 | Time: 1842.36 ms [2021-09-15 14:25:53 main:574] : INFO : Epoch 1819 | loss: 0.0311984 | val_loss: 0.0312116 | Time: 1807.18 ms [2021-09-15 14:25:55 main:574] : INFO : Epoch 1820 | loss: 0.0311988 | val_loss: 0.0312116 | Time: 1832.35 ms [2021-09-15 14:25:56 main:574] : INFO : Epoch 1821 | loss: 0.0311993 | val_loss: 0.0312108 | Time: 1768.42 ms [2021-09-15 14:25:58 main:574] : INFO : Epoch 1822 | loss: 0.0311983 | val_loss: 0.0312121 | Time: 1771.37 ms [2021-09-15 14:26:00 main:574] : INFO : Epoch 1823 | loss: 0.0311987 | val_loss: 0.0312123 | Time: 1800.54 ms [2021-09-15 14:26:02 main:574] : INFO : Epoch 1824 | loss: 0.0311984 | val_loss: 0.0312112 | Time: 1858.53 ms [2021-09-15 14:26:04 main:574] : INFO : Epoch 1825 | loss: 0.031198 | val_loss: 0.0312113 | Time: 1879.64 ms [2021-09-15 14:26:06 main:574] : INFO : Epoch 1826 | loss: 0.0311982 | val_loss: 0.0312116 | Time: 1827.01 ms [2021-09-15 14:26:07 main:574] : INFO : Epoch 1827 | loss: 0.0311981 | val_loss: 0.031212 | Time: 1819.94 ms [2021-09-15 14:26:09 main:574] : INFO : Epoch 1828 | loss: 0.0311994 | val_loss: 0.0312131 | Time: 1769.89 ms [2021-09-15 14:26:11 main:574] : INFO : Epoch 1829 | loss: 0.0312002 | val_loss: 0.0312116 | Time: 1787.07 ms [2021-09-15 14:26:13 main:574] : INFO : Epoch 1830 | loss: 0.0311991 | val_loss: 0.0312105 | Time: 1933.68 ms [2021-09-15 14:26:15 main:574] : INFO : Epoch 1831 | loss: 0.0312 | val_loss: 0.0312144 | Time: 1771.89 ms [2021-09-15 14:26:17 main:574] : INFO : Epoch 1832 | loss: 0.0312004 | val_loss: 0.0312114 | Time: 1906.12 ms [2021-09-15 14:26:18 main:574] : INFO : Epoch 1833 | loss: 0.0311985 | val_loss: 0.0312115 | Time: 1799.47 ms [2021-09-15 14:26:20 main:574] : INFO : Epoch 1834 | loss: 0.0311997 | val_loss: 0.0312147 | Time: 1784.78 ms [2021-09-15 14:26:22 main:574] : INFO : Epoch 1835 | loss: 0.0311994 | val_loss: 0.0312121 | Time: 1762.91 ms [2021-09-15 14:26:24 main:574] : INFO : Epoch 1836 | loss: 0.0311983 | val_loss: 0.0312115 | Time: 1745.49 ms [2021-09-15 14:26:26 main:574] : INFO : Epoch 1837 | loss: 0.031199 | val_loss: 0.0312152 | Time: 1961.26 ms [2021-09-15 14:26:27 main:574] : INFO : Epoch 1838 | loss: 0.0312007 | val_loss: 0.0312114 | Time: 1761.33 ms [2021-09-15 14:26:29 main:574] : INFO : Epoch 1839 | loss: 0.0311985 | val_loss: 0.0312109 | Time: 1929.06 ms [2021-09-15 14:26:31 main:574] : INFO : Epoch 1840 | loss: 0.0311987 | val_loss: 0.0312104 | Time: 1821.54 ms [2021-09-15 14:26:33 main:574] : INFO : Epoch 1841 | loss: 0.0311987 | val_loss: 0.0312121 | Time: 1744.87 ms [2021-09-15 14:26:35 main:574] : INFO : Epoch 1842 | loss: 0.0311995 | val_loss: 0.0312115 | Time: 1781.16 ms [2021-09-15 14:26:36 main:574] : INFO : Epoch 1843 | loss: 0.0312003 | val_loss: 0.0312167 | Time: 1728.18 ms [2021-09-15 14:26:38 main:574] : INFO : Epoch 1844 | loss: 0.0311993 | val_loss: 0.031212 | Time: 1796.63 ms [2021-09-15 14:26:40 main:574] : INFO : Epoch 1845 | loss: 0.0311985 | val_loss: 0.0312112 | Time: 1745.55 ms [2021-09-15 14:26:42 main:574] : INFO : Epoch 1846 | loss: 0.0311985 | val_loss: 0.0312125 | Time: 1774.41 ms [2021-09-15 14:26:44 main:574] : INFO : Epoch 1847 | loss: 0.031199 | val_loss: 0.0312107 | Time: 1744.83 ms [2021-09-15 14:26:45 main:574] : INFO : Epoch 1848 | loss: 0.0312017 | val_loss: 0.0312117 | Time: 1783.23 ms [2021-09-15 14:26:47 main:574] : INFO : Epoch 1849 | loss: 0.0312008 | val_loss: 0.0312139 | Time: 1775.55 ms [2021-09-15 14:26:49 main:574] : INFO : Epoch 1850 | loss: 0.0312017 | val_loss: 0.0312377 | Time: 1802.42 ms [2021-09-15 14:26:51 main:574] : INFO : Epoch 1851 | loss: 0.0312507 | val_loss: 0.0315775 | Time: 1751.76 ms [2021-09-15 14:26:52 main:574] : INFO : Epoch 1852 | loss: 0.0332628 | val_loss: 0.0360022 | Time: 1745.25 ms [2021-09-15 14:26:54 main:574] : INFO : Epoch 1853 | loss: 0.0323345 | val_loss: 0.0314157 | Time: 1803.35 ms [2021-09-15 14:26:56 main:574] : INFO : Epoch 1854 | loss: 0.0313291 | val_loss: 0.0312643 | Time: 1736.62 ms [2021-09-15 14:26:58 main:574] : INFO : Epoch 1855 | loss: 0.0312449 | val_loss: 0.0312326 | Time: 1738.19 ms [2021-09-15 14:26:59 main:574] : INFO : Epoch 1856 | loss: 0.0312249 | val_loss: 0.0312198 | Time: 1739.08 ms [2021-09-15 14:27:01 main:574] : INFO : Epoch 1857 | loss: 0.0312156 | val_loss: 0.0312145 | Time: 1782.95 ms [2021-09-15 14:27:03 main:574] : INFO : Epoch 1858 | loss: 0.0312126 | val_loss: 0.0312123 | Time: 1773.38 ms [2021-09-15 14:27:05 main:574] : INFO : Epoch 1859 | loss: 0.0312111 | val_loss: 0.031212 | Time: 1749.18 ms [2021-09-15 14:27:07 main:574] : INFO : Epoch 1860 | loss: 0.0312104 | val_loss: 0.0312124 | Time: 1746.43 ms [2021-09-15 14:27:08 main:574] : INFO : Epoch 1861 | loss: 0.0312099 | val_loss: 0.0312114 | Time: 1762.67 ms [2021-09-15 14:27:10 main:574] : INFO : Epoch 1862 | loss: 0.0312092 | val_loss: 0.031211 | Time: 1754.15 ms [2021-09-15 14:27:12 main:574] : INFO : Epoch 1863 | loss: 0.0312087 | val_loss: 0.0312109 | Time: 1743.03 ms [2021-09-15 14:27:14 main:574] : INFO : Epoch 1864 | loss: 0.0312078 | val_loss: 0.0312104 | Time: 1804.59 ms [2021-09-15 14:27:15 main:574] : INFO : Epoch 1865 | loss: 0.0312075 | val_loss: 0.0312099 | Time: 1771 ms [2021-09-15 14:27:17 main:574] : INFO : Epoch 1866 | loss: 0.0312073 | val_loss: 0.0312118 | Time: 1824.13 ms [2021-09-15 14:27:19 main:574] : INFO : Epoch 1867 | loss: 0.0312074 | val_loss: 0.03121 | Time: 1782.1 ms [2021-09-15 14:27:21 main:574] : INFO : Epoch 1868 | loss: 0.031208 | val_loss: 0.0312119 | Time: 1728.53 ms [2021-09-15 14:27:23 main:574] : INFO : Epoch 1869 | loss: 0.0312069 | val_loss: 0.0312092 | Time: 1746.19 ms [2021-09-15 14:27:24 main:574] : INFO : Epoch 1870 | loss: 0.0312064 | val_loss: 0.0312092 | Time: 1828.87 ms [2021-09-15 14:27:26 main:574] : INFO : Epoch 1871 | loss: 0.0312063 | val_loss: 0.0312104 | Time: 1914.26 ms [2021-09-15 14:27:28 main:574] : INFO : Epoch 1872 | loss: 0.0312072 | val_loss: 0.031209 | Time: 1788.95 ms [2021-09-15 14:27:30 main:574] : INFO : Epoch 1873 | loss: 0.0312059 | val_loss: 0.031209 | Time: 1733.16 ms [2021-09-15 14:27:32 main:574] : INFO : Epoch 1874 | loss: 0.0312074 | val_loss: 0.0312105 | Time: 1920.52 ms [2021-09-15 14:27:34 main:574] : INFO : Epoch 1875 | loss: 0.031206 | val_loss: 0.0312104 | Time: 1772.68 ms [2021-09-15 14:27:35 main:574] : INFO : Epoch 1876 | loss: 0.0312053 | val_loss: 0.0312097 | Time: 1786.98 ms [2021-09-15 14:27:37 main:574] : INFO : Epoch 1877 | loss: 0.0312046 | val_loss: 0.0312096 | Time: 1779.46 ms [2021-09-15 14:27:39 main:574] : INFO : Epoch 1878 | loss: 0.0312049 | val_loss: 0.0312095 | Time: 1751.38 ms [2021-09-15 14:27:41 main:574] : INFO : Epoch 1879 | loss: 0.031204 | val_loss: 0.0312092 | Time: 1787.89 ms [2021-09-15 14:27:42 main:574] : INFO : Epoch 1880 | loss: 0.0312036 | val_loss: 0.0312091 | Time: 1820.84 ms [2021-09-15 14:27:44 main:574] : INFO : Epoch 1881 | loss: 0.0312045 | val_loss: 0.0312087 | Time: 1773.08 ms [2021-09-15 14:27:46 main:574] : INFO : Epoch 1882 | loss: 0.0312034 | val_loss: 0.0312096 | Time: 1726.38 ms [2021-09-15 14:27:48 main:574] : INFO : Epoch 1883 | loss: 0.0312043 | val_loss: 0.031211 | Time: 1782.73 ms [2021-09-15 14:27:49 main:574] : INFO : Epoch 1884 | loss: 0.0312035 | val_loss: 0.0312084 | Time: 1751.32 ms [2021-09-15 14:27:51 main:574] : INFO : Epoch 1885 | loss: 0.0312025 | val_loss: 0.031208 | Time: 1737.58 ms [2021-09-15 14:27:53 main:574] : INFO : Epoch 1886 | loss: 0.0312034 | val_loss: 0.0312092 | Time: 1750.96 ms [2021-09-15 14:27:55 main:574] : INFO : Epoch 1887 | loss: 0.0312036 | val_loss: 0.0312078 | Time: 1776.67 ms [2021-09-15 14:27:57 main:574] : INFO : Epoch 1888 | loss: 0.0312027 | val_loss: 0.0312094 | Time: 1733.08 ms [2021-09-15 14:27:58 main:574] : INFO : Epoch 1889 | loss: 0.0312025 | val_loss: 0.0312077 | Time: 1766.22 ms [2021-09-15 14:28:00 main:574] : INFO : Epoch 1890 | loss: 0.0312017 | val_loss: 0.0312104 | Time: 1731.19 ms [2021-09-15 14:28:02 main:574] : INFO : Epoch 1891 | loss: 0.0312039 | val_loss: 0.0312101 | Time: 1737.48 ms [2021-09-15 14:28:04 main:574] : INFO : Epoch 1892 | loss: 0.0312033 | val_loss: 0.0312075 | Time: 1831.76 ms [2021-09-15 14:28:05 main:574] : INFO : Epoch 1893 | loss: 0.031204 | val_loss: 0.0312097 | Time: 1787.87 ms [2021-09-15 14:28:07 main:574] : INFO : Epoch 1894 | loss: 0.0312038 | val_loss: 0.0312075 | Time: 1740.7 ms [2021-09-15 14:28:09 main:574] : INFO : Epoch 1895 | loss: 0.031202 | val_loss: 0.0312071 | Time: 1777.42 ms [2021-09-15 14:28:11 main:574] : INFO : Epoch 1896 | loss: 0.0312014 | val_loss: 0.0312078 | Time: 1743.4 ms [2021-09-15 14:28:12 main:574] : INFO : Epoch 1897 | loss: 0.031204 | val_loss: 0.0312085 | Time: 1806.74 ms [2021-09-15 14:28:14 main:574] : INFO : Epoch 1898 | loss: 0.0312036 | val_loss: 0.0312073 | Time: 1771.41 ms [2021-09-15 14:28:16 main:574] : INFO : Epoch 1899 | loss: 0.0312025 | val_loss: 0.0312076 | Time: 1829.5 ms [2021-09-15 14:28:18 main:574] : INFO : Epoch 1900 | loss: 0.0312017 | val_loss: 0.0312076 | Time: 1804.68 ms [2021-09-15 14:28:20 main:574] : INFO : Epoch 1901 | loss: 0.031201 | val_loss: 0.0312088 | Time: 1766.75 ms [2021-09-15 14:28:21 main:574] : INFO : Epoch 1902 | loss: 0.0312017 | val_loss: 0.031208 | Time: 1744.14 ms [2021-09-15 14:28:23 main:574] : INFO : Epoch 1903 | loss: 0.0312022 | val_loss: 0.0312082 | Time: 1730.87 ms [2021-09-15 14:28:25 main:574] : INFO : Epoch 1904 | loss: 0.0312022 | val_loss: 0.0312073 | Time: 1758.2 ms [2021-09-15 14:28:27 main:574] : INFO : Epoch 1905 | loss: 0.031202 | val_loss: 0.0312119 | Time: 1747.36 ms [2021-09-15 14:28:28 main:574] : INFO : Epoch 1906 | loss: 0.0312028 | val_loss: 0.0312077 | Time: 1741.61 ms [2021-09-15 14:28:30 main:574] : INFO : Epoch 1907 | loss: 0.0312034 | val_loss: 0.0312078 | Time: 1762.01 ms [2021-09-15 14:28:32 main:574] : INFO : Epoch 1908 | loss: 0.0312012 | val_loss: 0.0312086 | Time: 1758.26 ms [2021-09-15 14:28:34 main:574] : INFO : Epoch 1909 | loss: 0.0312009 | val_loss: 0.031207 | Time: 1779.39 ms [2021-09-15 14:28:36 main:574] : INFO : Epoch 1910 | loss: 0.0312011 | val_loss: 0.0312092 | Time: 1770.7 ms [2021-09-15 14:28:37 main:574] : INFO : Epoch 1911 | loss: 0.0312016 | val_loss: 0.0312073 | Time: 1749.7 ms [2021-09-15 14:28:39 main:574] : INFO : Epoch 1912 | loss: 0.0312006 | val_loss: 0.0312074 | Time: 1781.54 ms [2021-09-15 14:28:41 main:574] : INFO : Epoch 1913 | loss: 0.0312009 | val_loss: 0.0312082 | Time: 1740.75 ms [2021-09-15 14:28:43 main:574] : INFO : Epoch 1914 | loss: 0.0312008 | val_loss: 0.0312072 | Time: 1738.5 ms [2021-09-15 14:28:44 main:574] : INFO : Epoch 1915 | loss: 0.0312003 | val_loss: 0.0312073 | Time: 1764.35 ms [2021-09-15 14:28:46 main:574] : INFO : Epoch 1916 | loss: 0.0312 | val_loss: 0.0312068 | Time: 1770.8 ms [2021-09-15 14:28:48 main:574] : INFO : Epoch 1917 | loss: 0.0312008 | val_loss: 0.0312069 | Time: 1802.09 ms [2021-09-15 14:28:50 main:574] : INFO : Epoch 1918 | loss: 0.0312013 | val_loss: 0.0312088 | Time: 1784.36 ms [2021-09-15 14:28:52 main:574] : INFO : Epoch 1919 | loss: 0.0312023 | val_loss: 0.0312083 | Time: 1766.63 ms [2021-09-15 14:28:53 main:574] : INFO : Epoch 1920 | loss: 0.0312008 | val_loss: 0.0312083 | Time: 1731.54 ms [2021-09-15 14:28:55 main:574] : INFO : Epoch 1921 | loss: 0.0312005 | val_loss: 0.0312104 | Time: 1794.73 ms [2021-09-15 14:28:57 main:574] : INFO : Epoch 1922 | loss: 0.0312019 | val_loss: 0.0312076 | Time: 1780.61 ms [2021-09-15 14:28:59 main:574] : INFO : Epoch 1923 | loss: 0.0312014 | val_loss: 0.031207 | Time: 1843.48 ms [2021-09-15 14:29:00 main:574] : INFO : Epoch 1924 | loss: 0.0312023 | val_loss: 0.0312075 | Time: 1761.56 ms [2021-09-15 14:29:02 main:574] : INFO : Epoch 1925 | loss: 0.031201 | val_loss: 0.0312079 | Time: 1755.14 ms [2021-09-15 14:29:04 main:574] : INFO : Epoch 1926 | loss: 0.0312018 | val_loss: 0.0312093 | Time: 1781.34 ms [2021-09-15 14:29:06 main:574] : INFO : Epoch 1927 | loss: 0.0312003 | val_loss: 0.0312068 | Time: 1815.65 ms [2021-09-15 14:29:08 main:574] : INFO : Epoch 1928 | loss: 0.0312003 | val_loss: 0.0312085 | Time: 1806.59 ms [2021-09-15 14:29:09 main:574] : INFO : Epoch 1929 | loss: 0.0312018 | val_loss: 0.0312086 | Time: 1756.64 ms [2021-09-15 14:29:11 main:574] : INFO : Epoch 1930 | loss: 0.0312016 | val_loss: 0.0312078 | Time: 1762.47 ms [2021-09-15 14:29:13 main:574] : INFO : Epoch 1931 | loss: 0.0311993 | val_loss: 0.0312067 | Time: 1757.86 ms [2021-09-15 14:29:15 main:574] : INFO : Epoch 1932 | loss: 0.0311996 | val_loss: 0.0312068 | Time: 1731.73 ms [2021-09-15 14:29:16 main:574] : INFO : Epoch 1933 | loss: 0.0312002 | val_loss: 0.0312067 | Time: 1756.17 ms [2021-09-15 14:29:18 main:574] : INFO : Epoch 1934 | loss: 0.0312 | val_loss: 0.0312086 | Time: 1771.1 ms [2021-09-15 14:29:20 main:574] : INFO : Epoch 1935 | loss: 0.0311997 | val_loss: 0.0312067 | Time: 1785.77 ms [2021-09-15 14:29:22 main:574] : INFO : Epoch 1936 | loss: 0.0311991 | val_loss: 0.0312068 | Time: 1728.36 ms [2021-09-15 14:29:23 main:574] : INFO : Epoch 1937 | loss: 0.0311992 | val_loss: 0.0312078 | Time: 1731.57 ms [2021-09-15 14:29:25 main:574] : INFO : Epoch 1938 | loss: 0.0312009 | val_loss: 0.0312097 | Time: 1784.82 ms [2021-09-15 14:29:27 main:574] : INFO : Epoch 1939 | loss: 0.0312006 | val_loss: 0.031206 | Time: 1769.89 ms [2021-09-15 14:29:29 main:574] : INFO : Epoch 1940 | loss: 0.0312003 | val_loss: 0.0312067 | Time: 1753.5 ms [2021-09-15 14:29:31 main:574] : INFO : Epoch 1941 | loss: 0.0311993 | val_loss: 0.0312082 | Time: 1902.7 ms [2021-09-15 14:29:32 main:574] : INFO : Epoch 1942 | loss: 0.0311997 | val_loss: 0.0312063 | Time: 1775.13 ms [2021-09-15 14:29:34 main:574] : INFO : Epoch 1943 | loss: 0.0311993 | val_loss: 0.0312067 | Time: 1787.6 ms [2021-09-15 14:29:36 main:574] : INFO : Epoch 1944 | loss: 0.031201 | val_loss: 0.0312073 | Time: 1768.85 ms [2021-09-15 14:29:38 main:574] : INFO : Epoch 1945 | loss: 0.0312008 | val_loss: 0.0312067 | Time: 1756.94 ms [2021-09-15 14:29:40 main:574] : INFO : Epoch 1946 | loss: 0.0312006 | val_loss: 0.0312082 | Time: 1837.02 ms [2021-09-15 14:29:42 main:574] : INFO : Epoch 1947 | loss: 0.0312005 | val_loss: 0.0312072 | Time: 1837.58 ms [2021-09-15 14:29:43 main:574] : INFO : Epoch 1948 | loss: 0.0312001 | val_loss: 0.0312066 | Time: 1767.31 ms [2021-09-15 14:29:45 main:574] : INFO : Epoch 1949 | loss: 0.0311995 | val_loss: 0.0312084 | Time: 1782.84 ms [2021-09-15 14:29:47 main:574] : INFO : Epoch 1950 | loss: 0.0311993 | val_loss: 0.0312065 | Time: 1741.45 ms [2021-09-15 14:29:49 main:574] : INFO : Epoch 1951 | loss: 0.0311992 | val_loss: 0.0312072 | Time: 1721.55 ms [2021-09-15 14:29:50 main:574] : INFO : Epoch 1952 | loss: 0.0311991 | val_loss: 0.0312089 | Time: 1824.08 ms [2021-09-15 14:29:52 main:574] : INFO : Epoch 1953 | loss: 0.0311995 | val_loss: 0.0312066 | Time: 1739.71 ms [2021-09-15 14:29:54 main:574] : INFO : Epoch 1954 | loss: 0.0311997 | val_loss: 0.0312072 | Time: 1806.65 ms [2021-09-15 14:29:56 main:574] : INFO : Epoch 1955 | loss: 0.031199 | val_loss: 0.0312064 | Time: 1747.78 ms [2021-09-15 14:29:57 main:574] : INFO : Epoch 1956 | loss: 0.0311992 | val_loss: 0.0312066 | Time: 1785.93 ms [2021-09-15 14:29:59 main:574] : INFO : Epoch 1957 | loss: 0.0311996 | val_loss: 0.031207 | Time: 1741.65 ms [2021-09-15 14:30:01 main:574] : INFO : Epoch 1958 | loss: 0.0312007 | val_loss: 0.0312073 | Time: 1785.93 ms [2021-09-15 14:30:03 main:574] : INFO : Epoch 1959 | loss: 0.0312003 | val_loss: 0.0312088 | Time: 1811.27 ms [2021-09-15 14:30:05 main:574] : INFO : Epoch 1960 | loss: 0.0312008 | val_loss: 0.0312087 | Time: 1833.69 ms [2021-09-15 14:30:06 main:574] : INFO : Epoch 1961 | loss: 0.0311992 | val_loss: 0.0312085 | Time: 1769.12 ms [2021-09-15 14:30:08 main:574] : INFO : Epoch 1962 | loss: 0.0312002 | val_loss: 0.0312093 | Time: 1754.03 ms [2021-09-15 14:30:10 main:574] : INFO : Epoch 1963 | loss: 0.0312006 | val_loss: 0.0312062 | Time: 1808.02 ms [2021-09-15 14:30:12 main:574] : INFO : Epoch 1964 | loss: 0.0312 | val_loss: 0.0312068 | Time: 1802.19 ms [2021-09-15 14:30:14 main:574] : INFO : Epoch 1965 | loss: 0.0312008 | val_loss: 0.031208 | Time: 1751.2 ms [2021-09-15 14:30:15 main:574] : INFO : Epoch 1966 | loss: 0.0312008 | val_loss: 0.0312065 | Time: 1730.48 ms [2021-09-15 14:30:17 main:574] : INFO : Epoch 1967 | loss: 0.0311994 | val_loss: 0.0312069 | Time: 1731.08 ms [2021-09-15 14:30:19 main:574] : INFO : Epoch 1968 | loss: 0.0311998 | val_loss: 0.0312065 | Time: 1734.01 ms [2021-09-15 14:30:20 main:574] : INFO : Epoch 1969 | loss: 0.0311991 | val_loss: 0.0312062 | Time: 1723.72 ms [2021-09-15 14:30:22 main:574] : INFO : Epoch 1970 | loss: 0.0311989 | val_loss: 0.031208 | Time: 1735.66 ms [2021-09-15 14:30:24 main:574] : INFO : Epoch 1971 | loss: 0.0311988 | val_loss: 0.0312063 | Time: 1720.8 ms [2021-09-15 14:30:26 main:574] : INFO : Epoch 1972 | loss: 0.0312009 | val_loss: 0.0312087 | Time: 1916.32 ms [2021-09-15 14:30:28 main:574] : INFO : Epoch 1973 | loss: 0.0311997 | val_loss: 0.0312082 | Time: 1763.58 ms [2021-09-15 14:30:29 main:574] : INFO : Epoch 1974 | loss: 0.0312 | val_loss: 0.0312072 | Time: 1745.7 ms [2021-09-15 14:30:31 main:574] : INFO : Epoch 1975 | loss: 0.0311992 | val_loss: 0.0312084 | Time: 1814.23 ms [2021-09-15 14:30:33 main:574] : INFO : Epoch 1976 | loss: 0.0311998 | val_loss: 0.0312072 | Time: 1809.53 ms [2021-09-15 14:30:35 main:574] : INFO : Epoch 1977 | loss: 0.0311987 | val_loss: 0.0312072 | Time: 1751.75 ms [2021-09-15 14:30:37 main:574] : INFO : Epoch 1978 | loss: 0.0311993 | val_loss: 0.0312074 | Time: 1727.67 ms [2021-09-15 14:30:38 main:574] : INFO : Epoch 1979 | loss: 0.0311992 | val_loss: 0.0312077 | Time: 1711.88 ms [2021-09-15 14:30:40 main:574] : INFO : Epoch 1980 | loss: 0.031201 | val_loss: 0.0312098 | Time: 1783.67 ms [2021-09-15 14:30:42 main:574] : INFO : Epoch 1981 | loss: 0.0311999 | val_loss: 0.0312069 | Time: 1858.17 ms [2021-09-15 14:30:44 main:574] : INFO : Epoch 1982 | loss: 0.0311997 | val_loss: 0.0312071 | Time: 1755.62 ms [2021-09-15 14:30:46 main:574] : INFO : Epoch 1983 | loss: 0.0311998 | val_loss: 0.0312073 | Time: 1805.34 ms [2021-09-15 14:30:47 main:574] : INFO : Epoch 1984 | loss: 0.0311989 | val_loss: 0.0312069 | Time: 1758.6 ms [2021-09-15 14:30:49 main:574] : INFO : Epoch 1985 | loss: 0.0311996 | val_loss: 0.0312095 | Time: 1751.19 ms [2021-09-15 14:30:51 main:574] : INFO : Epoch 1986 | loss: 0.031199 | val_loss: 0.0312085 | Time: 1751.97 ms [2021-09-15 14:30:53 main:574] : INFO : Epoch 1987 | loss: 0.0312 | val_loss: 0.0312067 | Time: 1788.14 ms [2021-09-15 14:30:54 main:574] : INFO : Epoch 1988 | loss: 0.0312013 | val_loss: 0.0312138 | Time: 1744.15 ms [2021-09-15 14:30:56 main:574] : INFO : Epoch 1989 | loss: 0.0312021 | val_loss: 0.0312075 | Time: 1776.29 ms [2021-09-15 14:30:58 main:574] : INFO : Epoch 1990 | loss: 0.031201 | val_loss: 0.0312069 | Time: 1757.43 ms [2021-09-15 14:31:00 main:574] : INFO : Epoch 1991 | loss: 0.0311996 | val_loss: 0.0312135 | Time: 1804.33 ms [2021-09-15 14:31:02 main:574] : INFO : Epoch 1992 | loss: 0.0312007 | val_loss: 0.0312067 | Time: 1837.01 ms [2021-09-15 14:31:03 main:574] : INFO : Epoch 1993 | loss: 0.0311992 | val_loss: 0.0312086 | Time: 1774.31 ms [2021-09-15 14:31:05 main:574] : INFO : Epoch 1994 | loss: 0.0311996 | val_loss: 0.0312107 | Time: 1751.27 ms [2021-09-15 14:31:07 main:574] : INFO : Epoch 1995 | loss: 0.0312012 | val_loss: 0.0312071 | Time: 1743.12 ms [2021-09-15 14:31:09 main:574] : INFO : Epoch 1996 | loss: 0.031199 | val_loss: 0.0312101 | Time: 1748.33 ms [2021-09-15 14:31:10 main:574] : INFO : Epoch 1997 | loss: 0.031199 | val_loss: 0.0312067 | Time: 1726.74 ms [2021-09-15 14:31:12 main:574] : INFO : Epoch 1998 | loss: 0.0311982 | val_loss: 0.0312074 | Time: 1757.23 ms [2021-09-15 14:31:14 main:574] : INFO : Epoch 1999 | loss: 0.0311986 | val_loss: 0.0312067 | Time: 1776.57 ms [2021-09-15 14:31:16 main:574] : INFO : Epoch 2000 | loss: 0.031199 | val_loss: 0.0312098 | Time: 1750.27 ms [2021-09-15 14:31:17 main:574] : INFO : Epoch 2001 | loss: 0.0311997 | val_loss: 0.0312083 | Time: 1773.21 ms [2021-09-15 14:31:19 main:574] : INFO : Epoch 2002 | loss: 0.0312007 | val_loss: 0.0312064 | Time: 1784.79 ms [2021-09-15 14:31:21 main:574] : INFO : Epoch 2003 | loss: 0.0311999 | val_loss: 0.0312073 | Time: 1749.05 ms [2021-09-15 14:31:23 main:574] : INFO : Epoch 2004 | loss: 0.0311996 | val_loss: 0.0312081 | Time: 1758.39 ms [2021-09-15 14:31:25 main:574] : INFO : Epoch 2005 | loss: 0.0312002 | val_loss: 0.0312071 | Time: 1815.13 ms [2021-09-15 14:31:26 main:574] : INFO : Epoch 2006 | loss: 0.0311982 | val_loss: 0.0312064 | Time: 1736.99 ms [2021-09-15 14:31:28 main:574] : INFO : Epoch 2007 | loss: 0.031202 | val_loss: 0.0312081 | Time: 1732.67 ms [2021-09-15 14:31:30 main:574] : INFO : Epoch 2008 | loss: 0.0312004 | val_loss: 0.0312077 | Time: 1796.38 ms [2021-09-15 14:31:32 main:574] : INFO : Epoch 2009 | loss: 0.0312005 | val_loss: 0.031208 | Time: 1771.33 ms [2021-09-15 14:31:33 main:574] : INFO : Epoch 2010 | loss: 0.0311994 | val_loss: 0.0312066 | Time: 1742.76 ms [2021-09-15 14:31:35 main:574] : INFO : Epoch 2011 | loss: 0.0311988 | val_loss: 0.0312067 | Time: 1786.13 ms [2021-09-15 14:31:37 main:574] : INFO : Epoch 2012 | loss: 0.0312002 | val_loss: 0.0312097 | Time: 1735.5 ms [2021-09-15 14:31:39 main:574] : INFO : Epoch 2013 | loss: 0.0311995 | val_loss: 0.0312072 | Time: 1767.92 ms [2021-09-15 14:31:41 main:574] : INFO : Epoch 2014 | loss: 0.0311997 | val_loss: 0.0312103 | Time: 1795.86 ms [2021-09-15 14:31:42 main:574] : INFO : Epoch 2015 | loss: 0.0311997 | val_loss: 0.031209 | Time: 1808.13 ms [2021-09-15 14:31:44 main:574] : INFO : Epoch 2016 | loss: 0.0311985 | val_loss: 0.0312099 | Time: 1792.65 ms [2021-09-15 14:31:46 main:574] : INFO : Epoch 2017 | loss: 0.0311992 | val_loss: 0.0312092 | Time: 1805.13 ms [2021-09-15 14:31:48 main:574] : INFO : Epoch 2018 | loss: 0.0311986 | val_loss: 0.0312089 | Time: 1787.91 ms [2021-09-15 14:31:49 main:574] : INFO : Epoch 2019 | loss: 0.0311997 | val_loss: 0.0312076 | Time: 1781.14 ms [2021-09-15 14:31:51 main:574] : INFO : Epoch 2020 | loss: 0.0311987 | val_loss: 0.0312084 | Time: 1834.4 ms [2021-09-15 14:31:53 main:574] : INFO : Epoch 2021 | loss: 0.0312 | val_loss: 0.031207 | Time: 1791.15 ms [2021-09-15 14:31:55 main:574] : INFO : Epoch 2022 | loss: 0.0311988 | val_loss: 0.0312066 | Time: 1810.06 ms [2021-09-15 14:31:57 main:574] : INFO : Epoch 2023 | loss: 0.0311985 | val_loss: 0.0312083 | Time: 1770.77 ms [2021-09-15 14:31:59 main:574] : INFO : Epoch 2024 | loss: 0.0312013 | val_loss: 0.0312065 | Time: 1770.25 ms [2021-09-15 14:32:00 main:574] : INFO : Epoch 2025 | loss: 0.0312032 | val_loss: 0.0312118 | Time: 1790.22 ms [2021-09-15 14:32:02 main:574] : INFO : Epoch 2026 | loss: 0.0312005 | val_loss: 0.0312072 | Time: 1836.2 ms [2021-09-15 14:32:04 main:574] : INFO : Epoch 2027 | loss: 0.0311995 | val_loss: 0.0312063 | Time: 1820.04 ms [2021-09-15 14:32:06 main:574] : INFO : Epoch 2028 | loss: 0.0311982 | val_loss: 0.0312078 | Time: 1753.03 ms [2021-09-15 14:32:08 main:574] : INFO : Epoch 2029 | loss: 0.0311988 | val_loss: 0.0312075 | Time: 1774.2 ms [2021-09-15 14:32:09 main:574] : INFO : Epoch 2030 | loss: 0.0311987 | val_loss: 0.0312082 | Time: 1804.28 ms [2021-09-15 14:32:11 main:574] : INFO : Epoch 2031 | loss: 0.0311997 | val_loss: 0.0312116 | Time: 1735.48 ms [2021-09-15 14:32:13 main:574] : INFO : Epoch 2032 | loss: 0.0312006 | val_loss: 0.031209 | Time: 1745.88 ms [2021-09-15 14:32:15 main:574] : INFO : Epoch 2033 | loss: 0.0311992 | val_loss: 0.0312068 | Time: 1807.91 ms [2021-09-15 14:32:16 main:574] : INFO : Epoch 2034 | loss: 0.0311987 | val_loss: 0.0312086 | Time: 1759 ms [2021-09-15 14:32:18 main:574] : INFO : Epoch 2035 | loss: 0.0311982 | val_loss: 0.0312075 | Time: 1786.14 ms [2021-09-15 14:32:20 main:574] : INFO : Epoch 2036 | loss: 0.031198 | val_loss: 0.0312087 | Time: 1757.65 ms [2021-09-15 14:32:22 main:574] : INFO : Epoch 2037 | loss: 0.0311991 | val_loss: 0.0312107 | Time: 1746.47 ms [2021-09-15 14:32:23 main:574] : INFO : Epoch 2038 | loss: 0.0311991 | val_loss: 0.0312082 | Time: 1735.53 ms [2021-09-15 14:32:25 main:574] : INFO : Epoch 2039 | loss: 0.0311993 | val_loss: 0.031208 | Time: 1746.91 ms [2021-09-15 14:32:27 main:574] : INFO : Epoch 2040 | loss: 0.0311978 | val_loss: 0.0312086 | Time: 1781.82 ms [2021-09-15 14:32:29 main:574] : INFO : Epoch 2041 | loss: 0.0311977 | val_loss: 0.0312076 | Time: 1856.8 ms [2021-09-15 14:32:31 main:574] : INFO : Epoch 2042 | loss: 0.0311973 | val_loss: 0.031209 | Time: 1750.1 ms [2021-09-15 14:32:32 main:574] : INFO : Epoch 2043 | loss: 0.0311974 | val_loss: 0.0312076 | Time: 1794.18 ms [2021-09-15 14:32:34 main:574] : INFO : Epoch 2044 | loss: 0.0311999 | val_loss: 0.0312097 | Time: 1771.51 ms [2021-09-15 14:32:36 main:574] : INFO : Epoch 2045 | loss: 0.0311993 | val_loss: 0.0312194 | Time: 1753.21 ms [2021-09-15 14:32:38 main:574] : INFO : Epoch 2046 | loss: 0.031204 | val_loss: 0.0312122 | Time: 1840.93 ms [2021-09-15 14:32:40 main:574] : INFO : Epoch 2047 | loss: 0.0312009 | val_loss: 0.0312101 | Time: 1784.49 ms [2021-09-15 14:32:41 main:574] : INFO : Epoch 2048 | loss: 0.0311999 | val_loss: 0.0312087 | Time: 1766.23 ms [2021-09-15 14:32:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312087 [2021-09-15 14:32:41 main:603] : INFO : Saving end state to config to file [2021-09-15 14:32:41 main:608] : INFO : Success, exiting.. 14:32:41 (18968): 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)