Task 4209049
| Name | ParityMachine-1612383158-20260-2_1 |
| Workunit | 2199742 |
| Created | 1 Mar 2021, 2:03:17 UTC |
| Sent | 1 Mar 2021, 4:29:18 UTC |
| Report deadline | 8 Mar 2021, 4:29:18 UTC |
| Received | 1 Mar 2021, 16:10:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 5 min 11 sec |
| CPU time | 1 hours 5 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.89 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 | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311833 | val_loss: 0.0311958 | Time: 1792.56 ms
[2021-03-01 09:53:46 main:581] : INFO : Epoch 1539 | loss: 0.0311813 | val_loss: 0.0311933 | Time: 1954.75 ms
[2021-03-01 09:53:49 main:581] : INFO : Epoch 1540 | loss: 0.0311816 | val_loss: 0.0311937 | Time: 2080.65 ms
[2021-03-01 09:53:50 main:581] : INFO : Epoch 1541 | loss: 0.0311824 | val_loss: 0.0311936 | Time: 1849.02 ms
[2021-03-01 09:53:52 main:581] : INFO : Epoch 1542 | loss: 0.031182 | val_loss: 0.0311972 | Time: 2061.86 ms
[2021-03-01 09:53:54 main:581] : INFO : Epoch 1543 | loss: 0.0311818 | val_loss: 0.0312014 | Time: 1957.08 ms
[2021-03-01 09:53:56 main:581] : INFO : Epoch 1544 | loss: 0.0311851 | val_loss: 0.0312005 | Time: 2029.97 ms
[2021-03-01 09:53:59 main:581] : INFO : Epoch 1545 | loss: 0.0311842 | val_loss: 0.0311948 | Time: 2066.16 ms
[2021-03-01 09:54:00 main:581] : INFO : Epoch 1546 | loss: 0.0311817 | val_loss: 0.0311932 | Time: 1937.53 ms
[2021-03-01 09:54:02 main:581] : INFO : Epoch 1547 | loss: 0.031181 | val_loss: 0.0311944 | Time: 1854.52 ms
[2021-03-01 09:54:04 main:581] : INFO : Epoch 1548 | loss: 0.0311808 | val_loss: 0.031195 | Time: 1909.14 ms
[2021-03-01 09:54:06 main:581] : INFO : Epoch 1549 | loss: 0.0311818 | val_loss: 0.0311937 | Time: 1866.81 ms
[2021-03-01 09:54:08 main:581] : INFO : Epoch 1550 | loss: 0.0311801 | val_loss: 0.0311929 | Time: 1810.16 ms
[2021-03-01 09:54:10 main:581] : INFO : Epoch 1551 | loss: 0.031181 | val_loss: 0.0311935 | Time: 1874.99 ms
[2021-03-01 09:54:12 main:581] : INFO : Epoch 1552 | loss: 0.0311821 | val_loss: 0.0311932 | Time: 1865.45 ms
[2021-03-01 09:54:14 main:581] : INFO : Epoch 1553 | loss: 0.0311819 | val_loss: 0.0311935 | Time: 1937.73 ms
[2021-03-01 09:54:16 main:581] : INFO : Epoch 1554 | loss: 0.0311798 | val_loss: 0.0311939 | Time: 2023.58 ms
[2021-03-01 09:54:18 main:581] : INFO : Epoch 1555 | loss: 0.0311799 | val_loss: 0.0311927 | Time: 1996.79 ms
[2021-03-01 09:54:20 main:581] : INFO : Epoch 1556 | loss: 0.0311815 | val_loss: 0.0311927 | Time: 2034.96 ms
[2021-03-01 09:54:22 main:581] : INFO : Epoch 1557 | loss: 0.0311807 | val_loss: 0.0311933 | Time: 1971.25 ms
[2021-03-01 09:54:23 main:581] : INFO : Epoch 1558 | loss: 0.0311801 | val_loss: 0.0311934 | Time: 1793.3 ms
[2021-03-01 09:54:25 main:581] : INFO : Epoch 1559 | loss: 0.0311793 | val_loss: 0.0311935 | Time: 1816.53 ms
[2021-03-01 09:54:27 main:581] : INFO : Epoch 1560 | loss: 0.0311817 | val_loss: 0.0311966 | Time: 1902.88 ms
[2021-03-01 09:54:29 main:581] : INFO : Epoch 1561 | loss: 0.0311815 | val_loss: 0.0311942 | Time: 1926.65 ms
[2021-03-01 09:54:31 main:581] : INFO : Epoch 1562 | loss: 0.0311788 | val_loss: 0.0311939 | Time: 1991.24 ms
[2021-03-01 09:54:33 main:581] : INFO : Epoch 1563 | loss: 0.0311788 | val_loss: 0.0311957 | Time: 2072.47 ms
[2021-03-01 09:54:35 main:581] : INFO : Epoch 1564 | loss: 0.0311814 | val_loss: 0.031196 | Time: 2092.94 ms
[2021-03-01 09:54:37 main:581] : INFO : Epoch 1565 | loss: 0.0311815 | val_loss: 0.0312026 | Time: 1981.57 ms
[2021-03-01 09:54:39 main:581] : INFO : Epoch 1566 | loss: 0.0311827 | val_loss: 0.0311928 | Time: 2155.09 ms
[2021-03-01 09:54:41 main:581] : INFO : Epoch 1567 | loss: 0.0311821 | val_loss: 0.0311946 | Time: 2021.21 ms
[2021-03-01 09:54:43 main:581] : INFO : Epoch 1568 | loss: 0.0311981 | val_loss: 0.0312028 | Time: 2037.06 ms
[2021-03-01 09:54:45 main:581] : INFO : Epoch 1569 | loss: 0.0312052 | val_loss: 0.0312042 | Time: 1929.44 ms
[2021-03-01 09:54:47 main:581] : INFO : Epoch 1570 | loss: 0.031205 | val_loss: 0.0312083 | Time: 1964.64 ms
[2021-03-01 09:54:49 main:581] : INFO : Epoch 1571 | loss: 0.0312036 | val_loss: 0.0312064 | Time: 1819.84 ms
[2021-03-01 09:54:51 main:581] : INFO : Epoch 1572 | loss: 0.031203 | val_loss: 0.0312044 | Time: 1974.79 ms
[2021-03-01 09:54:53 main:581] : INFO : Epoch 1573 | loss: 0.0312018 | val_loss: 0.0312019 | Time: 1931.44 ms
[2021-03-01 09:54:55 main:581] : INFO : Epoch 1574 | loss: 0.0311994 | val_loss: 0.0312021 | Time: 1824.07 ms
[2021-03-01 09:54:57 main:581] : INFO : Epoch 1575 | loss: 0.0311997 | val_loss: 0.0312017 | Time: 2109.13 ms
[2021-03-01 09:54:59 main:581] : INFO : Epoch 1576 | loss: 0.0311983 | val_loss: 0.0312017 | Time: 1934.31 ms
[2021-03-01 09:55:01 main:581] : INFO : Epoch 1577 | loss: 0.0311993 | val_loss: 0.0312024 | Time: 1994.49 ms
[2021-03-01 09:55:03 main:581] : INFO : Epoch 1578 | loss: 0.031198 | val_loss: 0.0312034 | Time: 1851.03 ms
[2021-03-01 09:55:05 main:581] : INFO : Epoch 1579 | loss: 0.0311989 | val_loss: 0.0312019 | Time: 1937.92 ms
[2021-03-01 09:55:07 main:581] : INFO : Epoch 1580 | loss: 0.0311981 | val_loss: 0.0312029 | Time: 2076.75 ms
[2021-03-01 09:55:09 main:581] : INFO : Epoch 1581 | loss: 0.0312002 | val_loss: 0.03121 | Time: 1879.42 ms
[2021-03-01 09:55:10 main:581] : INFO : Epoch 1582 | loss: 0.0312019 | val_loss: 0.0312057 | Time: 1839.7 ms
[2021-03-01 09:55:12 main:581] : INFO : Epoch 1583 | loss: 0.0312 | val_loss: 0.0312074 | Time: 1850.14 ms
[2021-03-01 09:55:14 main:581] : INFO : Epoch 1584 | loss: 0.0312166 | val_loss: 0.0312322 | Time: 1915.25 ms
[2021-03-01 09:55:16 main:581] : INFO : Epoch 1585 | loss: 0.031243 | val_loss: 0.031255 | Time: 2115.5 ms
[2021-03-01 09:55:18 main:581] : INFO : Epoch 1586 | loss: 0.031262 | val_loss: 0.0312547 | Time: 2034.62 ms
[2021-03-01 09:55:20 main:581] : INFO : Epoch 1587 | loss: 0.0312533 | val_loss: 0.0312497 | Time: 1772.95 ms
[2021-03-01 09:55:22 main:581] : INFO : Epoch 1588 | loss: 0.0312504 | val_loss: 0.0312482 | Time: 1997.1 ms
[2021-03-01 09:55:24 main:581] : INFO : Epoch 1589 | loss: 0.0312475 | val_loss: 0.0312511 | Time: 1913.92 ms
[2021-03-01 09:55:26 main:581] : INFO : Epoch 1590 | loss: 0.0312472 | val_loss: 0.0312433 | Time: 2046.59 ms
[2021-03-01 09:55:28 main:581] : INFO : Epoch 1591 | loss: 0.0312442 | val_loss: 0.0312405 | Time: 1940.94 ms
[2021-03-01 09:55:30 main:581] : INFO : Epoch 1592 | loss: 0.0312395 | val_loss: 0.0312364 | Time: 1795.22 ms
[2021-03-01 09:55:32 main:581] : INFO : Epoch 1593 | loss: 0.0312394 | val_loss: 0.0312341 | Time: 1960.63 ms
[2021-03-01 09:55:34 main:581] : INFO : Epoch 1594 | loss: 0.031235 | val_loss: 0.0312329 | Time: 1762.34 ms
[2021-03-01 09:55:35 main:581] : INFO : Epoch 1595 | loss: 0.0312333 | val_loss: 0.0312363 | Time: 1896.88 ms
[2021-03-01 09:55:37 main:581] : INFO : Epoch 1596 | loss: 0.0312337 | val_loss: 0.0312269 | Time: 1883.85 ms
[2021-03-01 09:55:39 main:581] : INFO : Epoch 1597 | loss: 0.0312298 | val_loss: 0.0312257 | Time: 1978.83 ms
[2021-03-01 09:55:41 main:581] : INFO : Epoch 1598 | loss: 0.0312248 | val_loss: 0.0312233 | Time: 1810.17 ms
[2021-03-01 09:55:43 main:581] : INFO : Epoch 1599 | loss: 0.0312238 | val_loss: 0.031224 | Time: 1977.22 ms
[2021-03-01 09:55:45 main:581] : INFO : Epoch 1600 | loss: 0.0312231 | val_loss: 0.0312232 | Time: 1856.36 ms
[2021-03-01 09:55:47 main:581] : INFO : Epoch 1601 | loss: 0.0312244 | val_loss: 0.0312211 | Time: 1898.86 ms
[2021-03-01 09:55:49 main:581] : INFO : Epoch 1602 | loss: 0.0312229 | val_loss: 0.0312208 | Time: 1830.37 ms
[2021-03-01 09:55:50 main:581] : INFO : Epoch 1603 | loss: 0.031221 | val_loss: 0.0312232 | Time: 1797.65 ms
[2021-03-01 09:55:52 main:581] : INFO : Epoch 1604 | loss: 0.0312208 | val_loss: 0.0312232 | Time: 1850.17 ms
[2021-03-01 09:55:54 main:581] : INFO : Epoch 1605 | loss: 0.0312208 | val_loss: 0.0312224 | Time: 1913.17 ms
[2021-03-01 09:55:56 main:581] : INFO : Epoch 1606 | loss: 0.0312216 | val_loss: 0.0312199 | Time: 1948.08 ms
[2021-03-01 09:55:58 main:581] : INFO : Epoch 1607 | loss: 0.0312187 | val_loss: 0.0312189 | Time: 1842.97 ms
[2021-03-01 09:56:00 main:581] : INFO : Epoch 1608 | loss: 0.0312199 | val_loss: 0.0312192 | Time: 1885.12 ms
[2021-03-01 09:56:02 main:581] : INFO : Epoch 1609 | loss: 0.0312175 | val_loss: 0.031217 | Time: 1779.94 ms
[2021-03-01 09:56:03 main:581] : INFO : Epoch 1610 | loss: 0.0312206 | val_loss: 0.0312179 | Time: 1676.87 ms
[2021-03-01 09:56:05 main:581] : INFO : Epoch 1611 | loss: 0.0312174 | val_loss: 0.0312166 | Time: 1741.72 ms
[2021-03-01 09:56:07 main:581] : INFO : Epoch 1612 | loss: 0.0312188 | val_loss: 0.0312187 | Time: 1856.28 ms
[2021-03-01 09:56:09 main:581] : INFO : Epoch 1613 | loss: 0.0312167 | val_loss: 0.0312163 | Time: 1843.2 ms
[2021-03-01 09:56:10 main:581] : INFO : Epoch 1614 | loss: 0.0312154 | val_loss: 0.0312168 | Time: 1649.1 ms
[2021-03-01 09:56:12 main:581] : INFO : Epoch 1615 | loss: 0.0312152 | val_loss: 0.0312167 | Time: 1869.81 ms
[2021-03-01 09:56:14 main:581] : INFO : Epoch 1616 | loss: 0.031217 | val_loss: 0.0312158 | Time: 1825.62 ms
[2021-03-01 09:56:16 main:581] : INFO : Epoch 1617 | loss: 0.0312151 | val_loss: 0.0312175 | Time: 1752.47 ms
[2021-03-01 09:56:18 main:581] : INFO : Epoch 1618 | loss: 0.0312176 | val_loss: 0.0312211 | Time: 1798.09 ms
[2021-03-01 09:56:19 main:581] : INFO : Epoch 1619 | loss: 0.0312154 | val_loss: 0.0312155 | Time: 1749.99 ms
[2021-03-01 09:56:21 main:581] : INFO : Epoch 1620 | loss: 0.0312155 | val_loss: 0.0312148 | Time: 1798.33 ms
[2021-03-01 09:56:23 main:581] : INFO : Epoch 1621 | loss: 0.0312172 | val_loss: 0.0312261 | Time: 1771.66 ms
[2021-03-01 09:56:25 main:581] : INFO : Epoch 1622 | loss: 0.0312195 | val_loss: 0.031222 | Time: 1693.64 ms
[2021-03-01 09:56:27 main:581] : INFO : Epoch 1623 | loss: 0.0312161 | val_loss: 0.0312162 | Time: 1762.32 ms
[2021-03-01 09:56:28 main:581] : INFO : Epoch 1624 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 1763.71 ms
[2021-03-01 09:56:30 main:581] : INFO : Epoch 1625 | loss: 0.0312215 | val_loss: 0.0312329 | Time: 1829.98 ms
[2021-03-01 09:56:32 main:581] : INFO : Epoch 1626 | loss: 0.0312294 | val_loss: 0.0312284 | Time: 1912.4 ms
[2021-03-01 09:56:34 main:581] : INFO : Epoch 1627 | loss: 0.0312274 | val_loss: 0.0312219 | Time: 1717.14 ms
[2021-03-01 09:56:35 main:581] : INFO : Epoch 1628 | loss: 0.0312253 | val_loss: 0.0312251 | Time: 1712.35 ms
[2021-03-01 09:56:37 main:581] : INFO : Epoch 1629 | loss: 0.031222 | val_loss: 0.0312221 | Time: 1798.28 ms
[2021-03-01 09:56:39 main:581] : INFO : Epoch 1630 | loss: 0.0312185 | val_loss: 0.0312163 | Time: 1993.89 ms
[2021-03-01 09:56:41 main:581] : INFO : Epoch 1631 | loss: 0.0312158 | val_loss: 0.0312154 | Time: 1816.66 ms
[2021-03-01 09:56:43 main:581] : INFO : Epoch 1632 | loss: 0.0312144 | val_loss: 0.0312137 | Time: 1926.04 ms
[2021-03-01 09:56:45 main:581] : INFO : Epoch 1633 | loss: 0.031213 | val_loss: 0.031213 | Time: 1823.01 ms
[2021-03-01 09:56:47 main:581] : INFO : Epoch 1634 | loss: 0.0312143 | val_loss: 0.0312141 | Time: 1776.22 ms
[2021-03-01 09:56:48 main:581] : INFO : Epoch 1635 | loss: 0.0312152 | val_loss: 0.0312126 | Time: 1833.04 ms
[2021-03-01 09:56:50 main:581] : INFO : Epoch 1636 | loss: 0.0312122 | val_loss: 0.031212 | Time: 2009.52 ms
[2021-03-01 09:56:52 main:581] : INFO : Epoch 1637 | loss: 0.031212 | val_loss: 0.0312116 | Time: 1942.65 ms
[2021-03-01 09:56:54 main:581] : INFO : Epoch 1638 | loss: 0.0312115 | val_loss: 0.0312135 | Time: 1871.06 ms
[2021-03-01 09:56:56 main:581] : INFO : Epoch 1639 | loss: 0.0312113 | val_loss: 0.0312112 | Time: 2027.26 ms
[2021-03-01 09:56:58 main:581] : INFO : Epoch 1640 | loss: 0.0312115 | val_loss: 0.0312111 | Time: 2006.34 ms
[2021-03-01 09:57:00 main:581] : INFO : Epoch 1641 | loss: 0.0312104 | val_loss: 0.0312106 | Time: 1913.53 ms
[2021-03-01 09:57:02 main:581] : INFO : Epoch 1642 | loss: 0.0312097 | val_loss: 0.0312102 | Time: 1861.29 ms
[2021-03-01 09:57:04 main:581] : INFO : Epoch 1643 | loss: 0.03121 | val_loss: 0.03121 | Time: 1781.25 ms
[2021-03-01 09:57:06 main:581] : INFO : Epoch 1644 | loss: 0.0312103 | val_loss: 0.0312104 | Time: 1803.06 ms
[2021-03-01 09:57:07 main:581] : INFO : Epoch 1645 | loss: 0.0312136 | val_loss: 0.0312103 | Time: 1837.01 ms
[2021-03-01 09:57:09 main:581] : INFO : Epoch 1646 | loss: 0.03121 | val_loss: 0.0312093 | Time: 1925.62 ms
[2021-03-01 09:57:11 main:581] : INFO : Epoch 1647 | loss: 0.031208 | val_loss: 0.0312089 | Time: 1926.01 ms
[2021-03-01 09:57:13 main:581] : INFO : Epoch 1648 | loss: 0.0312077 | val_loss: 0.031209 | Time: 2012.79 ms
[2021-03-01 09:57:15 main:581] : INFO : Epoch 1649 | loss: 0.0312086 | val_loss: 0.0312124 | Time: 1971.89 ms
[2021-03-01 09:57:17 main:581] : INFO : Epoch 1650 | loss: 0.0312113 | val_loss: 0.0312104 | Time: 1936.54 ms
[2021-03-01 09:57:19 main:581] : INFO : Epoch 1651 | loss: 0.0312074 | val_loss: 0.0312109 | Time: 1705.05 ms
[2021-03-01 09:57:21 main:581] : INFO : Epoch 1652 | loss: 0.0312086 | val_loss: 0.0312093 | Time: 1761.42 ms
[2021-03-01 09:57:22 main:581] : INFO : Epoch 1653 | loss: 0.0312078 | val_loss: 0.0312076 | Time: 1715.2 ms
[2021-03-01 09:57:24 main:581] : INFO : Epoch 1654 | loss: 0.0312079 | val_loss: 0.0312079 | Time: 1991.05 ms
[2021-03-01 09:57:26 main:581] : INFO : Epoch 1655 | loss: 0.0312071 | val_loss: 0.0312106 | Time: 1869.54 ms
[2021-03-01 09:57:28 main:581] : INFO : Epoch 1656 | loss: 0.0312068 | val_loss: 0.0312077 | Time: 1906.12 ms
[2021-03-01 09:57:30 main:581] : INFO : Epoch 1657 | loss: 0.0312071 | val_loss: 0.0312103 | Time: 1997.16 ms
[2021-03-01 09:57:32 main:581] : INFO : Epoch 1658 | loss: 0.0312063 | val_loss: 0.0312078 | Time: 2267.01 ms
[2021-03-01 09:57:34 main:581] : INFO : Epoch 1659 | loss: 0.031207 | val_loss: 0.0312115 | Time: 1889.86 ms
[2021-03-01 09:57:36 main:581] : INFO : Epoch 1660 | loss: 0.0312076 | val_loss: 0.0312074 | Time: 1950 ms
[2021-03-01 09:57:38 main:581] : INFO : Epoch 1661 | loss: 0.0312065 | val_loss: 0.0312084 | Time: 2005.47 ms
[2021-03-01 09:57:40 main:581] : INFO : Epoch 1662 | loss: 0.0312073 | val_loss: 0.0312096 | Time: 1833.81 ms
[2021-03-01 09:57:42 main:581] : INFO : Epoch 1663 | loss: 0.0312064 | val_loss: 0.0312097 | Time: 2024.21 ms
[2021-03-01 09:57:44 main:581] : INFO : Epoch 1664 | loss: 0.0312065 | val_loss: 0.0312073 | Time: 1884.08 ms
[2021-03-01 09:57:46 main:581] : INFO : Epoch 1665 | loss: 0.0312063 | val_loss: 0.0312092 | Time: 1878.07 ms
[2021-03-01 09:57:48 main:581] : INFO : Epoch 1666 | loss: 0.0312057 | val_loss: 0.0312098 | Time: 1854.18 ms
[2021-03-01 09:57:50 main:581] : INFO : Epoch 1667 | loss: 0.031208 | val_loss: 0.0312076 | Time: 1926.06 ms
[2021-03-01 09:57:52 main:581] : INFO : Epoch 1668 | loss: 0.0312091 | val_loss: 0.0312082 | Time: 1909.24 ms
[2021-03-01 09:57:54 main:581] : INFO : Epoch 1669 | loss: 0.0312074 | val_loss: 0.0312078 | Time: 1894.3 ms
[2021-03-01 09:57:55 main:581] : INFO : Epoch 1670 | loss: 0.0312056 | val_loss: 0.0312073 | Time: 1907.4 ms
[2021-03-01 09:57:57 main:581] : INFO : Epoch 1671 | loss: 0.0312059 | val_loss: 0.031215 | Time: 1882.39 ms
[2021-03-01 09:57:59 main:581] : INFO : Epoch 1672 | loss: 0.0312078 | val_loss: 0.0312116 | Time: 1902.32 ms
[2021-03-01 09:58:01 main:581] : INFO : Epoch 1673 | loss: 0.0312062 | val_loss: 0.0312072 | Time: 1974.35 ms
[2021-03-01 09:58:03 main:581] : INFO : Epoch 1674 | loss: 0.0312062 | val_loss: 0.0312107 | Time: 2203.84 ms
[2021-03-01 09:58:05 main:581] : INFO : Epoch 1675 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 1725.68 ms
[2021-03-01 09:58:07 main:581] : INFO : Epoch 1676 | loss: 0.0312069 | val_loss: 0.0312095 | Time: 1912.49 ms
[2021-03-01 09:58:09 main:581] : INFO : Epoch 1677 | loss: 0.0312054 | val_loss: 0.0312088 | Time: 1957.16 ms
[2021-03-01 09:58:11 main:581] : INFO : Epoch 1678 | loss: 0.031209 | val_loss: 0.0312084 | Time: 1854.62 ms
[2021-03-01 09:58:13 main:581] : INFO : Epoch 1679 | loss: 0.0312061 | val_loss: 0.0312073 | Time: 1896.01 ms
[2021-03-01 09:58:15 main:581] : INFO : Epoch 1680 | loss: 0.0312072 | val_loss: 0.0312077 | Time: 1831.02 ms
[2021-03-01 09:58:16 main:581] : INFO : Epoch 1681 | loss: 0.0312052 | val_loss: 0.0312079 | Time: 1884.39 ms
[2021-03-01 09:58:19 main:581] : INFO : Epoch 1682 | loss: 0.0312049 | val_loss: 0.0312073 | Time: 2087.55 ms
[2021-03-01 09:58:21 main:581] : INFO : Epoch 1683 | loss: 0.0312047 | val_loss: 0.0312072 | Time: 2013.66 ms
[2021-03-01 09:58:22 main:581] : INFO : Epoch 1684 | loss: 0.0312043 | val_loss: 0.0312075 | Time: 1822.12 ms
[2021-03-01 09:58:24 main:581] : INFO : Epoch 1685 | loss: 0.0312051 | val_loss: 0.0312073 | Time: 1958.21 ms
[2021-03-01 09:58:26 main:581] : INFO : Epoch 1686 | loss: 0.0312048 | val_loss: 0.0312072 | Time: 1902.51 ms
[2021-03-01 09:58:28 main:581] : INFO : Epoch 1687 | loss: 0.0312044 | val_loss: 0.0312071 | Time: 1786.95 ms
[2021-03-01 09:58:30 main:581] : INFO : Epoch 1688 | loss: 0.0312064 | val_loss: 0.0312095 | Time: 1866.78 ms
[2021-03-01 09:58:32 main:581] : INFO : Epoch 1689 | loss: 0.0312049 | val_loss: 0.0312078 | Time: 1914.08 ms
[2021-03-01 09:58:34 main:581] : INFO : Epoch 1690 | loss: 0.0312046 | val_loss: 0.0312071 | Time: 2087.98 ms
[2021-03-01 09:58:36 main:581] : INFO : Epoch 1691 | loss: 0.0312051 | val_loss: 0.0312077 | Time: 2104.13 ms
[2021-03-01 09:58:38 main:581] : INFO : Epoch 1692 | loss: 0.0312049 | val_loss: 0.0312106 | Time: 1960.19 ms
[2021-03-01 09:58:40 main:581] : INFO : Epoch 1693 | loss: 0.031206 | val_loss: 0.0312088 | Time: 1914.11 ms
[2021-03-01 09:58:42 main:581] : INFO : Epoch 1694 | loss: 0.0312064 | val_loss: 0.0312073 | Time: 2004.29 ms
[2021-03-01 09:58:44 main:581] : INFO : Epoch 1695 | loss: 0.0312046 | val_loss: 0.0312101 | Time: 2011.28 ms
[2021-03-01 09:58:46 main:581] : INFO : Epoch 1696 | loss: 0.0312072 | val_loss: 0.0312091 | Time: 1834.83 ms
[2021-03-01 09:58:47 main:581] : INFO : Epoch 1697 | loss: 0.0312088 | val_loss: 0.0312099 | Time: 1729.78 ms
[2021-03-01 09:58:49 main:581] : INFO : Epoch 1698 | loss: 0.0312056 | val_loss: 0.0312072 | Time: 1802.08 ms
[2021-03-01 09:58:51 main:581] : INFO : Epoch 1699 | loss: 0.0312041 | val_loss: 0.0312072 | Time: 1755.35 ms
[2021-03-01 09:58:53 main:581] : INFO : Epoch 1700 | loss: 0.0312055 | val_loss: 0.0312088 | Time: 2081.12 ms
[2021-03-01 09:58:55 main:581] : INFO : Epoch 1701 | loss: 0.0312055 | val_loss: 0.0312072 | Time: 1939.63 ms
[2021-03-01 09:58:57 main:581] : INFO : Epoch 1702 | loss: 0.0312061 | val_loss: 0.0312101 | Time: 1818.81 ms
[2021-03-01 09:58:59 main:581] : INFO : Epoch 1703 | loss: 0.0312043 | val_loss: 0.0312107 | Time: 1826.89 ms
[2021-03-01 09:59:01 main:581] : INFO : Epoch 1704 | loss: 0.0312046 | val_loss: 0.0312073 | Time: 2084.42 ms
[2021-03-01 09:59:03 main:581] : INFO : Epoch 1705 | loss: 0.031204 | val_loss: 0.0312071 | Time: 2073.99 ms
[2021-03-01 09:59:05 main:581] : INFO : Epoch 1706 | loss: 0.0312038 | val_loss: 0.0312086 | Time: 1764.52 ms
[2021-03-01 09:59:07 main:581] : INFO : Epoch 1707 | loss: 0.0312046 | val_loss: 0.031212 | Time: 1961.61 ms
[2021-03-01 09:59:09 main:581] : INFO : Epoch 1708 | loss: 0.0312054 | val_loss: 0.0312107 | Time: 2006.43 ms
[2021-03-01 09:59:11 main:581] : INFO : Epoch 1709 | loss: 0.0312051 | val_loss: 0.0312079 | Time: 1958.35 ms
[2021-03-01 09:59:13 main:581] : INFO : Epoch 1710 | loss: 0.0312038 | val_loss: 0.0312083 | Time: 2024.38 ms
[2021-03-01 09:59:14 main:581] : INFO : Epoch 1711 | loss: 0.031204 | val_loss: 0.0312074 | Time: 1934.93 ms
[2021-03-01 09:59:16 main:581] : INFO : Epoch 1712 | loss: 0.0312046 | val_loss: 0.031209 | Time: 1873.93 ms
[2021-03-01 09:59:18 main:581] : INFO : Epoch 1713 | loss: 0.0312045 | val_loss: 0.0312073 | Time: 2122.32 ms
[2021-03-01 09:59:20 main:581] : INFO : Epoch 1714 | loss: 0.0312052 | val_loss: 0.0312093 | Time: 1820.28 ms
[2021-03-01 09:59:22 main:581] : INFO : Epoch 1715 | loss: 0.031205 | val_loss: 0.0312069 | Time: 1712.38 ms
[2021-03-01 09:59:24 main:581] : INFO : Epoch 1716 | loss: 0.0312029 | val_loss: 0.0312069 | Time: 2058.88 ms
[2021-03-01 09:59:26 main:581] : INFO : Epoch 1717 | loss: 0.0312027 | val_loss: 0.0312072 | Time: 1912.17 ms
[2021-03-01 09:59:28 main:581] : INFO : Epoch 1718 | loss: 0.0312043 | val_loss: 0.0312131 | Time: 1946.75 ms
[2021-03-01 09:59:30 main:581] : INFO : Epoch 1719 | loss: 0.0312041 | val_loss: 0.0312067 | Time: 1993.71 ms
[2021-03-01 09:59:32 main:581] : INFO : Epoch 1720 | loss: 0.0312041 | val_loss: 0.0312081 | Time: 2021.82 ms
[2021-03-01 09:59:34 main:581] : INFO : Epoch 1721 | loss: 0.0312047 | val_loss: 0.0312067 | Time: 1879.46 ms
[2021-03-01 09:59:36 main:581] : INFO : Epoch 1722 | loss: 0.031204 | val_loss: 0.0312093 | Time: 2204.31 ms
[2021-03-01 09:59:38 main:581] : INFO : Epoch 1723 | loss: 0.031205 | val_loss: 0.031208 | Time: 1926.14 ms
[2021-03-01 09:59:40 main:581] : INFO : Epoch 1724 | loss: 0.0312041 | val_loss: 0.0312069 | Time: 1782.84 ms
[2021-03-01 09:59:42 main:581] : INFO : Epoch 1725 | loss: 0.0312036 | val_loss: 0.0312068 | Time: 1938.6 ms
[2021-03-01 09:59:44 main:581] : INFO : Epoch 1726 | loss: 0.0312036 | val_loss: 0.0312071 | Time: 2004.68 ms
[2021-03-01 09:59:46 main:581] : INFO : Epoch 1727 | loss: 0.031204 | val_loss: 0.0312084 | Time: 1883.65 ms
[2021-03-01 09:59:48 main:581] : INFO : Epoch 1728 | loss: 0.0312032 | val_loss: 0.0312092 | Time: 2072.35 ms
[2021-03-01 09:59:50 main:581] : INFO : Epoch 1729 | loss: 0.0312036 | val_loss: 0.0312079 | Time: 2042.57 ms
[2021-03-01 09:59:52 main:581] : INFO : Epoch 1730 | loss: 0.0312026 | val_loss: 0.0312083 | Time: 1906.43 ms
[2021-03-01 09:59:54 main:581] : INFO : Epoch 1731 | loss: 0.0312033 | val_loss: 0.0312068 | Time: 1960.33 ms
[2021-03-01 09:59:55 main:581] : INFO : Epoch 1732 | loss: 0.0312035 | val_loss: 0.0312103 | Time: 1911.9 ms
[2021-03-01 09:59:57 main:581] : INFO : Epoch 1733 | loss: 0.0312051 | val_loss: 0.0312115 | Time: 1823.83 ms
[2021-03-01 09:59:59 main:581] : INFO : Epoch 1734 | loss: 0.0312076 | val_loss: 0.0312076 | Time: 1943.85 ms
[2021-03-01 10:00:01 main:581] : INFO : Epoch 1735 | loss: 0.031207 | val_loss: 0.0312091 | Time: 1723.9 ms
[2021-03-01 10:00:03 main:581] : INFO : Epoch 1736 | loss: 0.0312072 | val_loss: 0.0312111 | Time: 1724.1 ms
[2021-03-01 10:00:05 main:581] : INFO : Epoch 1737 | loss: 0.0312054 | val_loss: 0.0312078 | Time: 1814.77 ms
[2021-03-01 10:00:06 main:581] : INFO : Epoch 1738 | loss: 0.0312032 | val_loss: 0.0312075 | Time: 1785.59 ms
[2021-03-01 10:00:08 main:581] : INFO : Epoch 1739 | loss: 0.0312028 | val_loss: 0.0312078 | Time: 1804.23 ms
[2021-03-01 10:00:10 main:581] : INFO : Epoch 1740 | loss: 0.0312025 | val_loss: 0.0312068 | Time: 1993.45 ms
[2021-03-01 10:00:12 main:581] : INFO : Epoch 1741 | loss: 0.0312024 | val_loss: 0.0312087 | Time: 1972.15 ms
[2021-03-01 10:00:14 main:581] : INFO : Epoch 1742 | loss: 0.0312048 | val_loss: 0.031208 | Time: 1845.41 ms
[2021-03-01 10:00:16 main:581] : INFO : Epoch 1743 | loss: 0.0312044 | val_loss: 0.0312067 | Time: 1781.55 ms
[2021-03-01 10:00:18 main:581] : INFO : Epoch 1744 | loss: 0.0312037 | val_loss: 0.0312153 | Time: 1813.19 ms
[2021-03-01 10:00:19 main:581] : INFO : Epoch 1745 | loss: 0.0312033 | val_loss: 0.031209 | Time: 1730.24 ms
[2021-03-01 10:00:21 main:581] : INFO : Epoch 1746 | loss: 0.0312022 | val_loss: 0.0312077 | Time: 1871.97 ms
[2021-03-01 10:00:23 main:581] : INFO : Epoch 1747 | loss: 0.0312037 | val_loss: 0.0312075 | Time: 1882.51 ms
[2021-03-01 10:00:25 main:581] : INFO : Epoch 1748 | loss: 0.0312027 | val_loss: 0.0312079 | Time: 1973.64 ms
[2021-03-01 10:00:27 main:581] : INFO : Epoch 1749 | loss: 0.0312037 | val_loss: 0.0312135 | Time: 1945.16 ms
[2021-03-01 10:00:29 main:581] : INFO : Epoch 1750 | loss: 0.0312044 | val_loss: 0.0312104 | Time: 1922.05 ms
[2021-03-01 10:00:31 main:581] : INFO : Epoch 1751 | loss: 0.0312043 | val_loss: 0.0312067 | Time: 1838.24 ms
[2021-03-01 10:00:32 main:581] : INFO : Epoch 1752 | loss: 0.0312031 | val_loss: 0.0312126 | Time: 1783.62 ms
[2021-03-01 10:00:34 main:581] : INFO : Epoch 1753 | loss: 0.0312054 | val_loss: 0.0312134 | Time: 1941.7 ms
[2021-03-01 10:00:36 main:581] : INFO : Epoch 1754 | loss: 0.0312041 | val_loss: 0.0312095 | Time: 1815.37 ms
[2021-03-01 10:00:38 main:581] : INFO : Epoch 1755 | loss: 0.0312026 | val_loss: 0.0312072 | Time: 1787.41 ms
[2021-03-01 10:00:40 main:581] : INFO : Epoch 1756 | loss: 0.0312021 | val_loss: 0.0312067 | Time: 1836.33 ms
[2021-03-01 10:00:42 main:581] : INFO : Epoch 1757 | loss: 0.0312018 | val_loss: 0.0312064 | Time: 1718.41 ms
[2021-03-01 10:00:43 main:581] : INFO : Epoch 1758 | loss: 0.0312025 | val_loss: 0.0312077 | Time: 1942.28 ms
[2021-03-01 10:00:45 main:581] : INFO : Epoch 1759 | loss: 0.0312032 | val_loss: 0.0312086 | Time: 1859.23 ms
[2021-03-01 10:00:47 main:581] : INFO : Epoch 1760 | loss: 0.0312043 | val_loss: 0.0312067 | Time: 1732.6 ms
[2021-03-01 10:00:49 main:581] : INFO : Epoch 1761 | loss: 0.031202 | val_loss: 0.0312078 | Time: 1758.78 ms
[2021-03-01 10:00:51 main:581] : INFO : Epoch 1762 | loss: 0.0312024 | val_loss: 0.0312069 | Time: 1939.43 ms
[2021-03-01 10:00:53 main:581] : INFO : Epoch 1763 | loss: 0.0312024 | val_loss: 0.0312063 | Time: 1859.85 ms
[2021-03-01 10:00:54 main:581] : INFO : Epoch 1764 | loss: 0.0312032 | val_loss: 0.0312147 | Time: 1809.65 ms
[2021-03-01 10:00:57 main:581] : INFO : Epoch 1765 | loss: 0.031204 | val_loss: 0.0312098 | Time: 2044.47 ms
[2021-03-01 10:00:58 main:581] : INFO : Epoch 1766 | loss: 0.0312031 | val_loss: 0.0312076 | Time: 1822.54 ms
[2021-03-01 10:01:00 main:581] : INFO : Epoch 1767 | loss: 0.0312018 | val_loss: 0.0312064 | Time: 1911.96 ms
[2021-03-01 10:01:02 main:581] : INFO : Epoch 1768 | loss: 0.0312018 | val_loss: 0.0312063 | Time: 2043.96 ms
[2021-03-01 10:01:04 main:581] : INFO : Epoch 1769 | loss: 0.0312021 | val_loss: 0.0312073 | Time: 1772.39 ms
[2021-03-01 10:01:06 main:581] : INFO : Epoch 1770 | loss: 0.0312031 | val_loss: 0.0312112 | Time: 1852.95 ms
[2021-03-01 10:01:08 main:581] : INFO : Epoch 1771 | loss: 0.0312039 | val_loss: 0.031209 | Time: 2005.08 ms
[2021-03-01 10:01:10 main:581] : INFO : Epoch 1772 | loss: 0.0312015 | val_loss: 0.0312066 | Time: 1868.02 ms
[2021-03-01 10:01:12 main:581] : INFO : Epoch 1773 | loss: 0.0312013 | val_loss: 0.0312067 | Time: 1865.05 ms
[2021-03-01 10:01:14 main:581] : INFO : Epoch 1774 | loss: 0.0312025 | val_loss: 0.0312076 | Time: 2104.53 ms
[2021-03-01 10:01:16 main:581] : INFO : Epoch 1775 | loss: 0.0312016 | val_loss: 0.0312072 | Time: 1909.54 ms
[2021-03-01 10:01:18 main:581] : INFO : Epoch 1776 | loss: 0.031202 | val_loss: 0.0312059 | Time: 1868.2 ms
[2021-03-01 10:01:19 main:581] : INFO : Epoch 1777 | loss: 0.0312028 | val_loss: 0.0312059 | Time: 1811.7 ms
[2021-03-01 10:01:21 main:581] : INFO : Epoch 1778 | loss: 0.0312022 | val_loss: 0.0312074 | Time: 1820.56 ms
[2021-03-01 10:01:23 main:581] : INFO : Epoch 1779 | loss: 0.0312021 | val_loss: 0.0312085 | Time: 1981.5 ms
[2021-03-01 10:01:25 main:581] : INFO : Epoch 1780 | loss: 0.0312041 | val_loss: 0.0312066 | Time: 1923.9 ms
[2021-03-01 10:01:27 main:581] : INFO : Epoch 1781 | loss: 0.0312018 | val_loss: 0.0312058 | Time: 1966.35 ms
[2021-03-01 10:01:29 main:581] : INFO : Epoch 1782 | loss: 0.0312034 | val_loss: 0.0312086 | Time: 1868.45 ms
[2021-03-01 10:01:31 main:581] : INFO : Epoch 1783 | loss: 0.0312033 | val_loss: 0.0312105 | Time: 2006.82 ms
[2021-03-01 10:01:33 main:581] : INFO : Epoch 1784 | loss: 0.0312018 | val_loss: 0.0312089 | Time: 1868.55 ms
[2021-03-01 10:01:35 main:581] : INFO : Epoch 1785 | loss: 0.0312014 | val_loss: 0.031206 | Time: 2039.41 ms
[2021-03-01 10:01:37 main:581] : INFO : Epoch 1786 | loss: 0.0312013 | val_loss: 0.0312071 | Time: 1880.31 ms
[2021-03-01 10:01:39 main:581] : INFO : Epoch 1787 | loss: 0.0312018 | val_loss: 0.0312063 | Time: 1916.92 ms
[2021-03-01 10:01:41 main:581] : INFO : Epoch 1788 | loss: 0.0312029 | val_loss: 0.031206 | Time: 1975.04 ms
[2021-03-01 10:01:42 main:581] : INFO : Epoch 1789 | loss: 0.0312014 | val_loss: 0.031206 | Time: 1767.02 ms
[2021-03-01 10:01:44 main:581] : INFO : Epoch 1790 | loss: 0.0312021 | val_loss: 0.0312089 | Time: 1899.28 ms
[2021-03-01 10:01:46 main:581] : INFO : Epoch 1791 | loss: 0.0312019 | val_loss: 0.0312086 | Time: 1897.85 ms
[2021-03-01 10:01:48 main:581] : INFO : Epoch 1792 | loss: 0.0312018 | val_loss: 0.0312078 | Time: 2135 ms
[2021-03-01 10:01:50 main:581] : INFO : Epoch 1793 | loss: 0.0312008 | val_loss: 0.0312056 | Time: 1875.76 ms
[2021-03-01 10:01:52 main:581] : INFO : Epoch 1794 | loss: 0.0312009 | val_loss: 0.0312066 | Time: 1934.51 ms
[2021-03-01 10:01:54 main:581] : INFO : Epoch 1795 | loss: 0.0312007 | val_loss: 0.0312101 | Time: 1908.65 ms
[2021-03-01 10:01:56 main:581] : INFO : Epoch 1796 | loss: 0.0312024 | val_loss: 0.0312105 | Time: 1833.56 ms
[2021-03-01 10:01:58 main:581] : INFO : Epoch 1797 | loss: 0.0312016 | val_loss: 0.0312063 | Time: 1927.91 ms
[2021-03-01 10:02:00 main:581] : INFO : Epoch 1798 | loss: 0.0312012 | val_loss: 0.0312056 | Time: 2218.34 ms
[2021-03-01 10:02:02 main:581] : INFO : Epoch 1799 | loss: 0.0312008 | val_loss: 0.0312056 | Time: 2085.47 ms
[2021-03-01 10:02:04 main:581] : INFO : Epoch 1800 | loss: 0.0312005 | val_loss: 0.0312061 | Time: 1920.11 ms
[2021-03-01 10:02:06 main:581] : INFO : Epoch 1801 | loss: 0.0312005 | val_loss: 0.031205 | Time: 2070.9 ms
[2021-03-01 10:02:08 main:581] : INFO : Epoch 1802 | loss: 0.0312028 | val_loss: 0.0312094 | Time: 1933.82 ms
[2021-03-01 10:02:10 main:581] : INFO : Epoch 1803 | loss: 0.031201 | val_loss: 0.0312052 | Time: 1926.89 ms
[2021-03-01 10:02:12 main:581] : INFO : Epoch 1804 | loss: 0.0311999 | val_loss: 0.031206 | Time: 1864.63 ms
[2021-03-01 10:02:14 main:581] : INFO : Epoch 1805 | loss: 0.0312008 | val_loss: 0.031207 | Time: 1812.71 ms
[2021-03-01 10:02:16 main:581] : INFO : Epoch 1806 | loss: 0.0312015 | val_loss: 0.0312121 | Time: 1954 ms
[2021-03-01 10:02:18 main:581] : INFO : Epoch 1807 | loss: 0.0312022 | val_loss: 0.0312049 | Time: 1942.33 ms
[2021-03-01 10:02:19 main:581] : INFO : Epoch 1808 | loss: 0.0312009 | val_loss: 0.0312096 | Time: 1872.31 ms
[2021-03-01 10:02:21 main:581] : INFO : Epoch 1809 | loss: 0.0312004 | val_loss: 0.0312056 | Time: 1961.24 ms
[2021-03-01 10:02:23 main:581] : INFO : Epoch 1810 | loss: 0.0312006 | val_loss: 0.0312054 | Time: 1917.38 ms
[2021-03-01 10:02:25 main:581] : INFO : Epoch 1811 | loss: 0.0312004 | val_loss: 0.0312078 | Time: 1819.82 ms
[2021-03-01 10:02:27 main:581] : INFO : Epoch 1812 | loss: 0.0312003 | val_loss: 0.0312054 | Time: 1903.92 ms
[2021-03-01 10:02:29 main:581] : INFO : Epoch 1813 | loss: 0.031201 | val_loss: 0.0312042 | Time: 1965.22 ms
[2021-03-01 10:02:31 main:581] : INFO : Epoch 1814 | loss: 0.0312 | val_loss: 0.0312048 | Time: 1828.17 ms
[2021-03-01 10:02:33 main:581] : INFO : Epoch 1815 | loss: 0.0311991 | val_loss: 0.0312044 | Time: 1903.2 ms
[2021-03-01 10:02:35 main:581] : INFO : Epoch 1816 | loss: 0.0311996 | val_loss: 0.0312068 | Time: 2070.2 ms
[2021-03-01 10:02:37 main:581] : INFO : Epoch 1817 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 1884.54 ms
[2021-03-01 10:02:39 main:581] : INFO : Epoch 1818 | loss: 0.0311992 | val_loss: 0.0312045 | Time: 1867.63 ms
[2021-03-01 10:02:40 main:581] : INFO : Epoch 1819 | loss: 0.0311999 | val_loss: 0.0312043 | Time: 1974.64 ms
[2021-03-01 10:02:42 main:581] : INFO : Epoch 1820 | loss: 0.0312008 | val_loss: 0.0312062 | Time: 1820.01 ms
[2021-03-01 10:02:44 main:581] : INFO : Epoch 1821 | loss: 0.0312001 | val_loss: 0.0312047 | Time: 1883.73 ms
[2021-03-01 10:02:46 main:581] : INFO : Epoch 1822 | loss: 0.0312001 | val_loss: 0.0312044 | Time: 1854.27 ms
[2021-03-01 10:02:48 main:581] : INFO : Epoch 1823 | loss: 0.0312001 | val_loss: 0.0312045 | Time: 1827.47 ms
[2021-03-01 10:02:50 main:581] : INFO : Epoch 1824 | loss: 0.0312003 | val_loss: 0.0312041 | Time: 1789.28 ms
[2021-03-01 10:02:52 main:581] : INFO : Epoch 1825 | loss: 0.0311994 | val_loss: 0.0312053 | Time: 1928.24 ms
[2021-03-01 10:02:53 main:581] : INFO : Epoch 1826 | loss: 0.0312003 | val_loss: 0.0312056 | Time: 1886 ms
[2021-03-01 10:02:55 main:581] : INFO : Epoch 1827 | loss: 0.0311995 | val_loss: 0.0312042 | Time: 1683.12 ms
[2021-03-01 10:02:57 main:581] : INFO : Epoch 1828 | loss: 0.0311991 | val_loss: 0.0312086 | Time: 1848.98 ms
[2021-03-01 10:02:59 main:581] : INFO : Epoch 1829 | loss: 0.0312015 | val_loss: 0.0312047 | Time: 1814.88 ms
[2021-03-01 10:03:01 main:581] : INFO : Epoch 1830 | loss: 0.031199 | val_loss: 0.0312038 | Time: 1936.65 ms
[2021-03-01 10:03:03 main:581] : INFO : Epoch 1831 | loss: 0.0311988 | val_loss: 0.0312049 | Time: 1929.08 ms
[2021-03-01 10:03:05 main:581] : INFO : Epoch 1832 | loss: 0.0311996 | val_loss: 0.0312068 | Time: 1925.65 ms
[2021-03-01 10:03:06 main:581] : INFO : Epoch 1833 | loss: 0.0311991 | val_loss: 0.0312048 | Time: 1856.98 ms
[2021-03-01 10:03:08 main:581] : INFO : Epoch 1834 | loss: 0.0311989 | val_loss: 0.031204 | Time: 1979.22 ms
[2021-03-01 10:03:10 main:581] : INFO : Epoch 1835 | loss: 0.0311994 | val_loss: 0.0312041 | Time: 1958.37 ms
[2021-03-01 10:03:12 main:581] : INFO : Epoch 1836 | loss: 0.0311992 | val_loss: 0.0312045 | Time: 1815.05 ms
[2021-03-01 10:03:14 main:581] : INFO : Epoch 1837 | loss: 0.0312034 | val_loss: 0.0312147 | Time: 1927.49 ms
[2021-03-01 10:03:16 main:581] : INFO : Epoch 1838 | loss: 0.0312018 | val_loss: 0.0312054 | Time: 1941.41 ms
[2021-03-01 10:03:18 main:581] : INFO : Epoch 1839 | loss: 0.0311994 | val_loss: 0.0312055 | Time: 1826.09 ms
[2021-03-01 10:03:20 main:581] : INFO : Epoch 1840 | loss: 0.0312002 | val_loss: 0.0312057 | Time: 1833.23 ms
[2021-03-01 10:03:22 main:581] : INFO : Epoch 1841 | loss: 0.0312048 | val_loss: 0.0312178 | Time: 2008.87 ms
[2021-03-01 10:03:24 main:581] : INFO : Epoch 1842 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 1909.77 ms
[2021-03-01 10:03:26 main:581] : INFO : Epoch 1843 | loss: 0.0312008 | val_loss: 0.0312054 | Time: 2017.42 ms
[2021-03-01 10:03:28 main:581] : INFO : Epoch 1844 | loss: 0.0312 | val_loss: 0.0312046 | Time: 1872.76 ms
[2021-03-01 10:03:29 main:581] : INFO : Epoch 1845 | loss: 0.0311997 | val_loss: 0.0312042 | Time: 1849.61 ms
[2021-03-01 10:03:31 main:581] : INFO : Epoch 1846 | loss: 0.0311993 | val_loss: 0.031206 | Time: 2023.38 ms
[2021-03-01 10:03:33 main:581] : INFO : Epoch 1847 | loss: 0.0311985 | val_loss: 0.0312043 | Time: 2030.86 ms
[2021-03-01 10:03:35 main:581] : INFO : Epoch 1848 | loss: 0.0311982 | val_loss: 0.031204 | Time: 1797.2 ms
[2021-03-01 10:03:37 main:581] : INFO : Epoch 1849 | loss: 0.0311982 | val_loss: 0.0312065 | Time: 1916.21 ms
[2021-03-01 10:03:39 main:581] : INFO : Epoch 1850 | loss: 0.0312011 | val_loss: 0.0312091 | Time: 1895.3 ms
[2021-03-01 10:03:41 main:581] : INFO : Epoch 1851 | loss: 0.0311989 | val_loss: 0.0312062 | Time: 1976.62 ms
[2021-03-01 10:03:43 main:581] : INFO : Epoch 1852 | loss: 0.0311983 | val_loss: 0.0312043 | Time: 1880.75 ms
[2021-03-01 10:03:45 main:581] : INFO : Epoch 1853 | loss: 0.0311989 | val_loss: 0.0312069 | Time: 1801.55 ms
[2021-03-01 10:03:47 main:581] : INFO : Epoch 1854 | loss: 0.031198 | val_loss: 0.0312051 | Time: 1767.21 ms
[2021-03-01 10:03:48 main:581] : INFO : Epoch 1855 | loss: 0.0311992 | val_loss: 0.0312081 | Time: 1806.28 ms
[2021-03-01 10:03:50 main:581] : INFO : Epoch 1856 | loss: 0.0312006 | val_loss: 0.0312059 | Time: 2012.81 ms
[2021-03-01 10:03:52 main:581] : INFO : Epoch 1857 | loss: 0.0311983 | val_loss: 0.0312042 | Time: 1948.26 ms
[2021-03-01 10:03:54 main:581] : INFO : Epoch 1858 | loss: 0.0311987 | val_loss: 0.0312046 | Time: 2052.41 ms
[2021-03-01 10:03:56 main:581] : INFO : Epoch 1859 | loss: 0.0311985 | val_loss: 0.0312052 | Time: 1918.63 ms
[2021-03-01 10:03:58 main:581] : INFO : Epoch 1860 | loss: 0.0311978 | val_loss: 0.0312055 | Time: 1817.07 ms
[2021-03-01 10:04:00 main:581] : INFO : Epoch 1861 | loss: 0.0311985 | val_loss: 0.0312046 | Time: 1903.91 ms
[2021-03-01 10:04:02 main:581] : INFO : Epoch 1862 | loss: 0.0311993 | val_loss: 0.0312045 | Time: 1960.86 ms
[2021-03-01 10:04:04 main:581] : INFO : Epoch 1863 | loss: 0.0311987 | val_loss: 0.0312052 | Time: 1799.18 ms
[2021-03-01 10:04:06 main:581] : INFO : Epoch 1864 | loss: 0.0311985 | val_loss: 0.0312065 | Time: 1883.05 ms
[2021-03-01 10:04:07 main:581] : INFO : Epoch 1865 | loss: 0.0311979 | val_loss: 0.0312051 | Time: 1850.53 ms
[2021-03-01 10:04:09 main:581] : INFO : Epoch 1866 | loss: 0.0311986 | val_loss: 0.0312063 | Time: 1827.94 ms
[2021-03-01 10:04:11 main:581] : INFO : Epoch 1867 | loss: 0.0311989 | val_loss: 0.0312087 | Time: 1961.54 ms
[2021-03-01 10:04:13 main:581] : INFO : Epoch 1868 | loss: 0.0311986 | val_loss: 0.0312045 | Time: 2039.59 ms
[2021-03-01 10:04:15 main:581] : INFO : Epoch 1869 | loss: 0.0311978 | val_loss: 0.0312062 | Time: 1837.42 ms
[2021-03-01 10:04:17 main:581] : INFO : Epoch 1870 | loss: 0.0311972 | val_loss: 0.0312039 | Time: 1973.41 ms
[2021-03-01 10:04:19 main:581] : INFO : Epoch 1871 | loss: 0.0311983 | val_loss: 0.0312056 | Time: 2053.04 ms
[2021-03-01 10:04:21 main:581] : INFO : Epoch 1872 | loss: 0.0311975 | val_loss: 0.0312043 | Time: 1760.44 ms
[2021-03-01 10:04:23 main:581] : INFO : Epoch 1873 | loss: 0.0311974 | val_loss: 0.031204 | Time: 1850.91 ms
[2021-03-01 10:04:25 main:581] : INFO : Epoch 1874 | loss: 0.0311989 | val_loss: 0.0312093 | Time: 1944.8 ms
[2021-03-01 10:04:27 main:581] : INFO : Epoch 1875 | loss: 0.0311995 | val_loss: 0.031209 | Time: 1801.77 ms
[2021-03-01 10:04:28 main:581] : INFO : Epoch 1876 | loss: 0.0312004 | val_loss: 0.031208 | Time: 1934.47 ms
[2021-03-01 10:04:30 main:581] : INFO : Epoch 1877 | loss: 0.0312014 | val_loss: 0.0312044 | Time: 1900.76 ms
[2021-03-01 10:04:32 main:581] : INFO : Epoch 1878 | loss: 0.0312025 | val_loss: 0.0312058 | Time: 1992.75 ms
[2021-03-01 10:04:34 main:581] : INFO : Epoch 1879 | loss: 0.0312007 | val_loss: 0.0312069 | Time: 2054.98 ms
[2021-03-01 10:04:36 main:581] : INFO : Epoch 1880 | loss: 0.0312005 | val_loss: 0.0312034 | Time: 1910.99 ms
[2021-03-01 10:04:38 main:581] : INFO : Epoch 1881 | loss: 0.0311974 | val_loss: 0.0312067 | Time: 1757.16 ms
[2021-03-01 10:04:40 main:581] : INFO : Epoch 1882 | loss: 0.0311969 | val_loss: 0.0312033 | Time: 1802.55 ms
[2021-03-01 10:04:42 main:581] : INFO : Epoch 1883 | loss: 0.0311976 | val_loss: 0.0312041 | Time: 1968.18 ms
[2021-03-01 10:04:44 main:581] : INFO : Epoch 1884 | loss: 0.0311974 | val_loss: 0.031203 | Time: 1950.67 ms
[2021-03-01 10:04:46 main:581] : INFO : Epoch 1885 | loss: 0.0311975 | val_loss: 0.0312052 | Time: 1852.83 ms
[2021-03-01 10:04:47 main:581] : INFO : Epoch 1886 | loss: 0.0311973 | val_loss: 0.0312049 | Time: 1805.98 ms
[2021-03-01 10:04:49 main:581] : INFO : Epoch 1887 | loss: 0.0312005 | val_loss: 0.0312048 | Time: 1974.93 ms
[2021-03-01 10:04:51 main:581] : INFO : Epoch 1888 | loss: 0.0311979 | val_loss: 0.0312028 | Time: 1714.64 ms
[2021-03-01 10:04:53 main:581] : INFO : Epoch 1889 | loss: 0.0311983 | val_loss: 0.031203 | Time: 1971.49 ms
[2021-03-01 10:04:55 main:581] : INFO : Epoch 1890 | loss: 0.0311991 | val_loss: 0.0312051 | Time: 1907.97 ms
[2021-03-01 10:04:57 main:581] : INFO : Epoch 1891 | loss: 0.0311984 | val_loss: 0.0312035 | Time: 1814.51 ms
[2021-03-01 10:04:59 main:581] : INFO : Epoch 1892 | loss: 0.0311984 | val_loss: 0.0312029 | Time: 1877.29 ms
[2021-03-01 10:05:01 main:581] : INFO : Epoch 1893 | loss: 0.0311982 | val_loss: 0.0312029 | Time: 1892.52 ms
[2021-03-01 10:05:03 main:581] : INFO : Epoch 1894 | loss: 0.0311967 | val_loss: 0.0312033 | Time: 1902.6 ms
[2021-03-01 10:05:05 main:581] : INFO : Epoch 1895 | loss: 0.0311988 | val_loss: 0.031205 | Time: 2164.31 ms
[2021-03-01 10:05:07 main:581] : INFO : Epoch 1896 | loss: 0.0311976 | val_loss: 0.0312037 | Time: 1892.76 ms
[2021-03-01 10:05:08 main:581] : INFO : Epoch 1897 | loss: 0.0311974 | val_loss: 0.0312044 | Time: 1898.3 ms
[2021-03-01 10:05:11 main:581] : INFO : Epoch 1898 | loss: 0.0311971 | val_loss: 0.0312066 | Time: 2054.44 ms
[2021-03-01 10:05:12 main:581] : INFO : Epoch 1899 | loss: 0.0311975 | val_loss: 0.031208 | Time: 1956.55 ms
[2021-03-01 10:05:14 main:581] : INFO : Epoch 1900 | loss: 0.0311976 | val_loss: 0.0312034 | Time: 1722.8 ms
[2021-03-01 10:05:16 main:581] : INFO : Epoch 1901 | loss: 0.0311968 | val_loss: 0.0312035 | Time: 1761.44 ms
[2021-03-01 10:05:18 main:581] : INFO : Epoch 1902 | loss: 0.031197 | val_loss: 0.0312045 | Time: 1994.71 ms
[2021-03-01 10:05:20 main:581] : INFO : Epoch 1903 | loss: 0.0311964 | val_loss: 0.0312025 | Time: 2016.17 ms
[2021-03-01 10:05:22 main:581] : INFO : Epoch 1904 | loss: 0.0311971 | val_loss: 0.0312033 | Time: 2063.21 ms
[2021-03-01 10:05:24 main:581] : INFO : Epoch 1905 | loss: 0.0311985 | val_loss: 0.0312031 | Time: 1870.11 ms
[2021-03-01 10:05:26 main:581] : INFO : Epoch 1906 | loss: 0.0311981 | val_loss: 0.0312031 | Time: 1948.21 ms
[2021-03-01 10:05:28 main:581] : INFO : Epoch 1907 | loss: 0.0311965 | val_loss: 0.0312031 | Time: 2011.81 ms
[2021-03-01 10:05:30 main:581] : INFO : Epoch 1908 | loss: 0.0311965 | val_loss: 0.0312031 | Time: 1845.09 ms
[2021-03-01 10:05:32 main:581] : INFO : Epoch 1909 | loss: 0.0311961 | val_loss: 0.0312035 | Time: 1803.77 ms
[2021-03-01 10:05:33 main:581] : INFO : Epoch 1910 | loss: 0.0311976 | val_loss: 0.0312029 | Time: 1768.74 ms
[2021-03-01 10:05:35 main:581] : INFO : Epoch 1911 | loss: 0.0311982 | val_loss: 0.0312065 | Time: 2028.43 ms
[2021-03-01 10:05:37 main:581] : INFO : Epoch 1912 | loss: 0.0311972 | val_loss: 0.0312032 | Time: 1802 ms
[2021-03-01 10:05:39 main:581] : INFO : Epoch 1913 | loss: 0.031197 | val_loss: 0.0312051 | Time: 1934.51 ms
[2021-03-01 10:05:41 main:581] : INFO : Epoch 1914 | loss: 0.0311961 | val_loss: 0.0312043 | Time: 1938.59 ms
[2021-03-01 10:05:43 main:581] : INFO : Epoch 1915 | loss: 0.0311957 | val_loss: 0.0312048 | Time: 1969.17 ms
[2021-03-01 10:05:45 main:581] : INFO : Epoch 1916 | loss: 0.031196 | val_loss: 0.0312026 | Time: 2146.68 ms
[2021-03-01 10:05:47 main:581] : INFO : Epoch 1917 | loss: 0.0311966 | val_loss: 0.0312028 | Time: 1972.79 ms
[2021-03-01 10:05:49 main:581] : INFO : Epoch 1918 | loss: 0.0311955 | val_loss: 0.0312033 | Time: 1937.53 ms
[2021-03-01 10:05:51 main:581] : INFO : Epoch 1919 | loss: 0.031197 | val_loss: 0.0312037 | Time: 1922.42 ms
[2021-03-01 10:05:53 main:581] : INFO : Epoch 1920 | loss: 0.0311973 | val_loss: 0.0312029 | Time: 2014.17 ms
[2021-03-01 10:05:55 main:581] : INFO : Epoch 1921 | loss: 0.0311963 | val_loss: 0.0312047 | Time: 1861.21 ms
[2021-03-01 10:05:57 main:581] : INFO : Epoch 1922 | loss: 0.0311969 | val_loss: 0.0312077 | Time: 1952.24 ms
[2021-03-01 10:05:59 main:581] : INFO : Epoch 1923 | loss: 0.0311957 | val_loss: 0.031204 | Time: 1982.55 ms
[2021-03-01 10:06:01 main:581] : INFO : Epoch 1924 | loss: 0.0311954 | val_loss: 0.0312047 | Time: 1777.57 ms
[2021-03-01 10:06:02 main:581] : INFO : Epoch 1925 | loss: 0.0311961 | val_loss: 0.0312037 | Time: 1966.16 ms
[2021-03-01 10:06:04 main:581] : INFO : Epoch 1926 | loss: 0.0311955 | val_loss: 0.0312069 | Time: 1909.12 ms
[2021-03-01 10:06:06 main:581] : INFO : Epoch 1927 | loss: 0.031196 | val_loss: 0.0312046 | Time: 1822.72 ms
[2021-03-01 10:06:08 main:581] : INFO : Epoch 1928 | loss: 0.0311962 | val_loss: 0.0312036 | Time: 1748.53 ms
[2021-03-01 10:06:10 main:581] : INFO : Epoch 1929 | loss: 0.0311956 | val_loss: 0.0312045 | Time: 1849.3 ms
[2021-03-01 10:06:12 main:581] : INFO : Epoch 1930 | loss: 0.0311956 | val_loss: 0.0312073 | Time: 1768.04 ms
[2021-03-01 10:06:14 main:581] : INFO : Epoch 1931 | loss: 0.0311956 | val_loss: 0.0312033 | Time: 1942.96 ms
[2021-03-01 10:06:16 main:581] : INFO : Epoch 1932 | loss: 0.031196 | val_loss: 0.0312033 | Time: 1984 ms
[2021-03-01 10:06:18 main:581] : INFO : Epoch 1933 | loss: 0.0311958 | val_loss: 0.0312038 | Time: 2165.47 ms
[2021-03-01 10:06:20 main:581] : INFO : Epoch 1934 | loss: 0.031197 | val_loss: 0.0312096 | Time: 1830 ms
[2021-03-01 10:06:21 main:581] : INFO : Epoch 1935 | loss: 0.0311976 | val_loss: 0.0312031 | Time: 1893.19 ms
[2021-03-01 10:06:23 main:581] : INFO : Epoch 1936 | loss: 0.0311958 | val_loss: 0.0312042 | Time: 1919.66 ms
[2021-03-01 10:06:25 main:581] : INFO : Epoch 1937 | loss: 0.0311959 | val_loss: 0.0312054 | Time: 1927.95 ms
[2021-03-01 10:06:27 main:581] : INFO : Epoch 1938 | loss: 0.0311999 | val_loss: 0.0312054 | Time: 2006.79 ms
[2021-03-01 10:06:29 main:581] : INFO : Epoch 1939 | loss: 0.0311974 | val_loss: 0.0312066 | Time: 1999.92 ms
[2021-03-01 10:06:31 main:581] : INFO : Epoch 1940 | loss: 0.031196 | val_loss: 0.0312033 | Time: 2110.01 ms
[2021-03-01 10:06:33 main:581] : INFO : Epoch 1941 | loss: 0.031195 | val_loss: 0.0312038 | Time: 2055.89 ms
[2021-03-01 10:06:35 main:581] : INFO : Epoch 1942 | loss: 0.0311957 | val_loss: 0.0312046 | Time: 1980.3 ms
[2021-03-01 10:06:37 main:581] : INFO : Epoch 1943 | loss: 0.0311964 | val_loss: 0.0312027 | Time: 2013.91 ms
[2021-03-01 10:06:39 main:581] : INFO : Epoch 1944 | loss: 0.0311977 | val_loss: 0.0312065 | Time: 2068.93 ms
[2021-03-01 10:06:41 main:581] : INFO : Epoch 1945 | loss: 0.0312175 | val_loss: 0.0313929 | Time: 1869.15 ms
[2021-03-01 10:06:43 main:581] : INFO : Epoch 1946 | loss: 0.0367046 | val_loss: 0.0339211 | Time: 1834.84 ms
[2021-03-01 10:06:45 main:581] : INFO : Epoch 1947 | loss: 0.0439128 | val_loss: 0.0339841 | Time: 1978.92 ms
[2021-03-01 10:06:47 main:581] : INFO : Epoch 1948 | loss: 0.0472832 | val_loss: 0.0324254 | Time: 1870.38 ms
[2021-03-01 10:06:49 main:581] : INFO : Epoch 1949 | loss: 0.032433 | val_loss: 0.03194 | Time: 1886.05 ms
[2021-03-01 10:06:51 main:581] : INFO : Epoch 1950 | loss: 0.0314591 | val_loss: 0.0312595 | Time: 1770.76 ms
[2021-03-01 10:06:52 main:581] : INFO : Epoch 1951 | loss: 0.0312752 | val_loss: 0.0312541 | Time: 1730.04 ms
[2021-03-01 10:06:54 main:581] : INFO : Epoch 1952 | loss: 0.0312482 | val_loss: 0.0312457 | Time: 1776.03 ms
[2021-03-01 10:06:56 main:581] : INFO : Epoch 1953 | loss: 0.0312408 | val_loss: 0.0312403 | Time: 1962.21 ms
[2021-03-01 10:06:58 main:581] : INFO : Epoch 1954 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 1842.68 ms
[2021-03-01 10:07:00 main:581] : INFO : Epoch 1955 | loss: 0.0312358 | val_loss: 0.0312353 | Time: 1678.56 ms
[2021-03-01 10:07:01 main:581] : INFO : Epoch 1956 | loss: 0.0312335 | val_loss: 0.0312333 | Time: 1781.88 ms
[2021-03-01 10:07:03 main:581] : INFO : Epoch 1957 | loss: 0.0312312 | val_loss: 0.0312313 | Time: 1854.27 ms
[2021-03-01 10:07:05 main:581] : INFO : Epoch 1958 | loss: 0.0312289 | val_loss: 0.0312293 | Time: 1766.95 ms
[2021-03-01 10:07:07 main:581] : INFO : Epoch 1959 | loss: 0.0312267 | val_loss: 0.0312269 | Time: 1952.63 ms
[2021-03-01 10:07:09 main:581] : INFO : Epoch 1960 | loss: 0.0312236 | val_loss: 0.031224 | Time: 1919.43 ms
[2021-03-01 10:07:11 main:581] : INFO : Epoch 1961 | loss: 0.0312204 | val_loss: 0.0312226 | Time: 2078.42 ms
[2021-03-01 10:07:13 main:581] : INFO : Epoch 1962 | loss: 0.0312174 | val_loss: 0.0312188 | Time: 2028.87 ms
[2021-03-01 10:07:15 main:581] : INFO : Epoch 1963 | loss: 0.0312148 | val_loss: 0.0312178 | Time: 1961.32 ms
[2021-03-01 10:07:17 main:581] : INFO : Epoch 1964 | loss: 0.031213 | val_loss: 0.0312159 | Time: 1876.89 ms
[2021-03-01 10:07:19 main:581] : INFO : Epoch 1965 | loss: 0.0312117 | val_loss: 0.0312146 | Time: 1805.63 ms
[2021-03-01 10:07:21 main:581] : INFO : Epoch 1966 | loss: 0.0312106 | val_loss: 0.0312149 | Time: 1809.33 ms
[2021-03-01 10:07:22 main:581] : INFO : Epoch 1967 | loss: 0.0312101 | val_loss: 0.0312139 | Time: 1836.01 ms
[2021-03-01 10:07:24 main:581] : INFO : Epoch 1968 | loss: 0.0312095 | val_loss: 0.031213 | Time: 1840.85 ms
[2021-03-01 10:07:26 main:581] : INFO : Epoch 1969 | loss: 0.0312095 | val_loss: 0.031214 | Time: 1767.43 ms
[2021-03-01 10:07:28 main:581] : INFO : Epoch 1970 | loss: 0.0312083 | val_loss: 0.0312126 | Time: 1933.07 ms
[2021-03-01 10:07:30 main:581] : INFO : Epoch 1971 | loss: 0.0312073 | val_loss: 0.0312121 | Time: 1986.34 ms
[2021-03-01 10:07:32 main:581] : INFO : Epoch 1972 | loss: 0.0312069 | val_loss: 0.0312119 | Time: 1897.58 ms
[2021-03-01 10:07:34 main:581] : INFO : Epoch 1973 | loss: 0.031207 | val_loss: 0.0312123 | Time: 1776.06 ms
[2021-03-01 10:07:35 main:581] : INFO : Epoch 1974 | loss: 0.0312067 | val_loss: 0.0312131 | Time: 1900.76 ms
[2021-03-01 10:07:37 main:581] : INFO : Epoch 1975 | loss: 0.0312059 | val_loss: 0.0312118 | Time: 1801.07 ms
[2021-03-01 10:07:39 main:581] : INFO : Epoch 1976 | loss: 0.0312054 | val_loss: 0.0312121 | Time: 1828.88 ms
[2021-03-01 10:07:41 main:581] : INFO : Epoch 1977 | loss: 0.0312049 | val_loss: 0.0312116 | Time: 1744.31 ms
[2021-03-01 10:07:43 main:581] : INFO : Epoch 1978 | loss: 0.0312047 | val_loss: 0.0312116 | Time: 1802.16 ms
[2021-03-01 10:07:44 main:581] : INFO : Epoch 1979 | loss: 0.0312042 | val_loss: 0.0312118 | Time: 1816.52 ms
[2021-03-01 10:07:46 main:581] : INFO : Epoch 1980 | loss: 0.0312035 | val_loss: 0.0312116 | Time: 1749.97 ms
[2021-03-01 10:07:48 main:581] : INFO : Epoch 1981 | loss: 0.0312036 | val_loss: 0.031211 | Time: 1911.33 ms
[2021-03-01 10:07:50 main:581] : INFO : Epoch 1982 | loss: 0.031203 | val_loss: 0.0312106 | Time: 1850.53 ms
[2021-03-01 10:07:52 main:581] : INFO : Epoch 1983 | loss: 0.0312023 | val_loss: 0.0312109 | Time: 1817.79 ms
[2021-03-01 10:07:54 main:581] : INFO : Epoch 1984 | loss: 0.0312023 | val_loss: 0.0312096 | Time: 1761.84 ms
[2021-03-01 10:07:55 main:581] : INFO : Epoch 1985 | loss: 0.0312018 | val_loss: 0.0312083 | Time: 1764.94 ms
[2021-03-01 10:07:57 main:581] : INFO : Epoch 1986 | loss: 0.0312016 | val_loss: 0.0312096 | Time: 1730.05 ms
[2021-03-01 10:07:59 main:581] : INFO : Epoch 1987 | loss: 0.0312012 | val_loss: 0.0312088 | Time: 1811.25 ms
[2021-03-01 10:08:01 main:581] : INFO : Epoch 1988 | loss: 0.0312009 | val_loss: 0.031209 | Time: 1761.38 ms
[2021-03-01 10:08:02 main:581] : INFO : Epoch 1989 | loss: 0.0312009 | val_loss: 0.0312085 | Time: 1829.66 ms
[2021-03-01 10:08:04 main:581] : INFO : Epoch 1990 | loss: 0.0312005 | val_loss: 0.0312086 | Time: 1813.6 ms
[2021-03-01 10:08:06 main:581] : INFO : Epoch 1991 | loss: 0.0312003 | val_loss: 0.0312088 | Time: 1813.04 ms
[2021-03-01 10:08:08 main:581] : INFO : Epoch 1992 | loss: 0.0312006 | val_loss: 0.0312088 | Time: 1900.05 ms
[2021-03-01 10:08:10 main:581] : INFO : Epoch 1993 | loss: 0.0312004 | val_loss: 0.0312098 | Time: 1833.89 ms
[2021-03-01 10:08:12 main:581] : INFO : Epoch 1994 | loss: 0.0312003 | val_loss: 0.0312091 | Time: 1721.81 ms
[2021-03-01 10:08:13 main:581] : INFO : Epoch 1995 | loss: 0.0312003 | val_loss: 0.0312095 | Time: 1691.07 ms
[2021-03-01 10:08:15 main:581] : INFO : Epoch 1996 | loss: 0.0312004 | val_loss: 0.0312089 | Time: 1973.23 ms
[2021-03-01 10:08:17 main:581] : INFO : Epoch 1997 | loss: 0.0311999 | val_loss: 0.0312078 | Time: 1805.13 ms
[2021-03-01 10:08:19 main:581] : INFO : Epoch 1998 | loss: 0.0311994 | val_loss: 0.0312095 | Time: 2134.92 ms
[2021-03-01 10:08:21 main:581] : INFO : Epoch 1999 | loss: 0.0311998 | val_loss: 0.0312077 | Time: 1952.28 ms
[2021-03-01 10:08:23 main:581] : INFO : Epoch 2000 | loss: 0.0311995 | val_loss: 0.0312077 | Time: 1801.98 ms
[2021-03-01 10:08:25 main:581] : INFO : Epoch 2001 | loss: 0.0311999 | val_loss: 0.0312096 | Time: 1792.18 ms
[2021-03-01 10:08:27 main:581] : INFO : Epoch 2002 | loss: 0.0312003 | val_loss: 0.0312098 | Time: 1914.79 ms
[2021-03-01 10:08:29 main:581] : INFO : Epoch 2003 | loss: 0.0311999 | val_loss: 0.0312087 | Time: 1979.4 ms
[2021-03-01 10:08:30 main:581] : INFO : Epoch 2004 | loss: 0.0311995 | val_loss: 0.0312082 | Time: 1853.42 ms
[2021-03-01 10:08:32 main:581] : INFO : Epoch 2005 | loss: 0.0311995 | val_loss: 0.0312077 | Time: 1790.49 ms
[2021-03-01 10:08:34 main:581] : INFO : Epoch 2006 | loss: 0.0311998 | val_loss: 0.0312096 | Time: 1901.91 ms
[2021-03-01 10:08:36 main:581] : INFO : Epoch 2007 | loss: 0.0311994 | val_loss: 0.0312078 | Time: 2000.18 ms
[2021-03-01 10:08:38 main:581] : INFO : Epoch 2008 | loss: 0.0312 | val_loss: 0.0312093 | Time: 2041.63 ms
[2021-03-01 10:08:40 main:581] : INFO : Epoch 2009 | loss: 0.0312004 | val_loss: 0.0312085 | Time: 1940.68 ms
[2021-03-01 10:08:42 main:581] : INFO : Epoch 2010 | loss: 0.0311999 | val_loss: 0.0312099 | Time: 1723.07 ms
[2021-03-01 10:08:44 main:581] : INFO : Epoch 2011 | loss: 0.0311997 | val_loss: 0.0312088 | Time: 1886.92 ms
[2021-03-01 10:08:46 main:581] : INFO : Epoch 2012 | loss: 0.0311998 | val_loss: 0.0312093 | Time: 1812.08 ms
[2021-03-01 10:08:47 main:581] : INFO : Epoch 2013 | loss: 0.0311996 | val_loss: 0.0312099 | Time: 1869 ms
[2021-03-01 10:08:49 main:581] : INFO : Epoch 2014 | loss: 0.031199 | val_loss: 0.0312091 | Time: 1916.78 ms
[2021-03-01 10:08:51 main:581] : INFO : Epoch 2015 | loss: 0.0311988 | val_loss: 0.0312081 | Time: 1930.08 ms
[2021-03-01 10:08:53 main:581] : INFO : Epoch 2016 | loss: 0.0311993 | val_loss: 0.0312084 | Time: 1858.5 ms
[2021-03-01 10:08:55 main:581] : INFO : Epoch 2017 | loss: 0.0311991 | val_loss: 0.0312087 | Time: 2042.73 ms
[2021-03-01 10:08:57 main:581] : INFO : Epoch 2018 | loss: 0.0311992 | val_loss: 0.0312083 | Time: 1828.7 ms
[2021-03-01 10:08:59 main:581] : INFO : Epoch 2019 | loss: 0.0311991 | val_loss: 0.0312089 | Time: 1842.74 ms
[2021-03-01 10:09:01 main:581] : INFO : Epoch 2020 | loss: 0.0311995 | val_loss: 0.0312082 | Time: 1839.87 ms
[2021-03-01 10:09:03 main:581] : INFO : Epoch 2021 | loss: 0.0311995 | val_loss: 0.0312099 | Time: 2025.37 ms
[2021-03-01 10:09:05 main:581] : INFO : Epoch 2022 | loss: 0.0311991 | val_loss: 0.0312088 | Time: 1821 ms
[2021-03-01 10:09:06 main:581] : INFO : Epoch 2023 | loss: 0.0311988 | val_loss: 0.031208 | Time: 1887.48 ms
[2021-03-01 10:09:08 main:581] : INFO : Epoch 2024 | loss: 0.0311985 | val_loss: 0.0312087 | Time: 1985.5 ms
[2021-03-01 10:09:10 main:581] : INFO : Epoch 2025 | loss: 0.0311985 | val_loss: 0.0312079 | Time: 2033.61 ms
[2021-03-01 10:09:12 main:581] : INFO : Epoch 2026 | loss: 0.0311981 | val_loss: 0.0312086 | Time: 1984.91 ms
[2021-03-01 10:09:14 main:581] : INFO : Epoch 2027 | loss: 0.0311994 | val_loss: 0.0312083 | Time: 1979.34 ms
[2021-03-01 10:09:16 main:581] : INFO : Epoch 2028 | loss: 0.0311989 | val_loss: 0.031208 | Time: 1962.52 ms
[2021-03-01 10:09:18 main:581] : INFO : Epoch 2029 | loss: 0.0311983 | val_loss: 0.0312074 | Time: 1898.95 ms
[2021-03-01 10:09:20 main:581] : INFO : Epoch 2030 | loss: 0.0311982 | val_loss: 0.0312083 | Time: 1975.83 ms
[2021-03-01 10:09:22 main:581] : INFO : Epoch 2031 | loss: 0.0311982 | val_loss: 0.0312085 | Time: 1884.68 ms
[2021-03-01 10:09:24 main:581] : INFO : Epoch 2032 | loss: 0.031198 | val_loss: 0.0312076 | Time: 1869.98 ms
[2021-03-01 10:09:26 main:581] : INFO : Epoch 2033 | loss: 0.031198 | val_loss: 0.0312085 | Time: 1833.12 ms
[2021-03-01 10:09:28 main:581] : INFO : Epoch 2034 | loss: 0.0311984 | val_loss: 0.0312072 | Time: 1835.12 ms
[2021-03-01 10:09:30 main:581] : INFO : Epoch 2035 | loss: 0.0311982 | val_loss: 0.0312082 | Time: 1876.96 ms
[2021-03-01 10:09:31 main:581] : INFO : Epoch 2036 | loss: 0.0311979 | val_loss: 0.0312065 | Time: 1887.59 ms
[2021-03-01 10:09:33 main:581] : INFO : Epoch 2037 | loss: 0.0311983 | val_loss: 0.0312075 | Time: 1827.76 ms
[2021-03-01 10:09:35 main:581] : INFO : Epoch 2038 | loss: 0.0311984 | val_loss: 0.0312062 | Time: 1902.62 ms
[2021-03-01 10:09:37 main:581] : INFO : Epoch 2039 | loss: 0.0311987 | val_loss: 0.0312066 | Time: 1891.31 ms
[2021-03-01 10:09:39 main:581] : INFO : Epoch 2040 | loss: 0.0311989 | val_loss: 0.0312062 | Time: 1918.89 ms
[2021-03-01 10:09:41 main:581] : INFO : Epoch 2041 | loss: 0.0311986 | val_loss: 0.0312058 | Time: 1773.63 ms
[2021-03-01 10:09:43 main:581] : INFO : Epoch 2042 | loss: 0.0311983 | val_loss: 0.0312077 | Time: 1918.41 ms
[2021-03-01 10:09:45 main:581] : INFO : Epoch 2043 | loss: 0.0311996 | val_loss: 0.0312062 | Time: 1901.55 ms
[2021-03-01 10:09:47 main:581] : INFO : Epoch 2044 | loss: 0.0311985 | val_loss: 0.0312057 | Time: 2040.67 ms
[2021-03-01 10:09:49 main:581] : INFO : Epoch 2045 | loss: 0.031198 | val_loss: 0.0312062 | Time: 1931.59 ms
[2021-03-01 10:09:50 main:581] : INFO : Epoch 2046 | loss: 0.0311987 | val_loss: 0.0312095 | Time: 1874.88 ms
[2021-03-01 10:09:52 main:581] : INFO : Epoch 2047 | loss: 0.0311993 | val_loss: 0.0312061 | Time: 1858.98 ms
[2021-03-01 10:09:54 main:581] : INFO : Epoch 2048 | loss: 0.0311981 | val_loss: 0.0312072 | Time: 2005.5 ms
[2021-03-01 10:09:54 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312072
[2021-03-01 10:09:54 main:610] : INFO : Saving end state to config to file
[2021-03-01 10:09:54 main:615] : INFO : Success, exiting..
10:09:54 (686970): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)