Task 7369335
| Name | ParityModified-1631730784-9939-0_0 |
| Workunit | 5045422 |
| Created | 15 Sep 2021, 18:33:06 UTC |
| Sent | 16 Sep 2021, 21:07:38 UTC |
| Report deadline | 24 Sep 2021, 21:07:38 UTC |
| Received | 17 Sep 2021, 2:46:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 1 hours 4 min 20 sec |
| CPU time | 58 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311227 | val_loss: 0.0311935 | Time: 1505.59 ms
[2021-09-16 22:01:17 main:574] : INFO : Epoch 1543 | loss: 0.031122 | val_loss: 0.0311997 | Time: 1525.21 ms
[2021-09-16 22:01:19 main:574] : INFO : Epoch 1544 | loss: 0.0311184 | val_loss: 0.0312097 | Time: 1518.1 ms
[2021-09-16 22:01:21 main:574] : INFO : Epoch 1545 | loss: 0.0311175 | val_loss: 0.0311942 | Time: 1528.25 ms
[2021-09-16 22:01:23 main:574] : INFO : Epoch 1546 | loss: 0.0311212 | val_loss: 0.0312103 | Time: 1524.02 ms
[2021-09-16 22:01:24 main:574] : INFO : Epoch 1547 | loss: 0.03114 | val_loss: 0.0311831 | Time: 1502.67 ms
[2021-09-16 22:01:26 main:574] : INFO : Epoch 1548 | loss: 0.0311345 | val_loss: 0.0311821 | Time: 1542.29 ms
[2021-09-16 22:01:28 main:574] : INFO : Epoch 1549 | loss: 0.0311317 | val_loss: 0.0311913 | Time: 1516.03 ms
[2021-09-16 22:01:29 main:574] : INFO : Epoch 1550 | loss: 0.0311291 | val_loss: 0.0311853 | Time: 1571.45 ms
[2021-09-16 22:01:31 main:574] : INFO : Epoch 1551 | loss: 0.0311232 | val_loss: 0.0312028 | Time: 1514.06 ms
[2021-09-16 22:01:32 main:574] : INFO : Epoch 1552 | loss: 0.0311256 | val_loss: 0.0311946 | Time: 1508.67 ms
[2021-09-16 22:01:34 main:574] : INFO : Epoch 1553 | loss: 0.0311208 | val_loss: 0.0311968 | Time: 1505.19 ms
[2021-09-16 22:01:35 main:574] : INFO : Epoch 1554 | loss: 0.0311186 | val_loss: 0.031216 | Time: 1512.01 ms
[2021-09-16 22:01:37 main:574] : INFO : Epoch 1555 | loss: 0.031116 | val_loss: 0.0312084 | Time: 1505.69 ms
[2021-09-16 22:01:39 main:574] : INFO : Epoch 1556 | loss: 0.0311214 | val_loss: 0.0311996 | Time: 1520.39 ms
[2021-09-16 22:01:40 main:574] : INFO : Epoch 1557 | loss: 0.0311188 | val_loss: 0.0311886 | Time: 1515.97 ms
[2021-09-16 22:01:42 main:574] : INFO : Epoch 1558 | loss: 0.0311267 | val_loss: 0.0312017 | Time: 1519.81 ms
[2021-09-16 22:01:43 main:574] : INFO : Epoch 1559 | loss: 0.0311237 | val_loss: 0.0312009 | Time: 1546.38 ms
[2021-09-16 22:01:45 main:574] : INFO : Epoch 1560 | loss: 0.0311196 | val_loss: 0.0311938 | Time: 1622.37 ms
[2021-09-16 22:01:47 main:574] : INFO : Epoch 1561 | loss: 0.0311196 | val_loss: 0.0312067 | Time: 1742.01 ms
[2021-09-16 22:01:49 main:574] : INFO : Epoch 1562 | loss: 0.031117 | val_loss: 0.0312231 | Time: 1705.37 ms
[2021-09-16 22:01:50 main:574] : INFO : Epoch 1563 | loss: 0.0311207 | val_loss: 0.0311996 | Time: 1748.2 ms
[2021-09-16 22:01:52 main:574] : INFO : Epoch 1564 | loss: 0.0311168 | val_loss: 0.0311994 | Time: 1686.56 ms
[2021-09-16 22:01:54 main:574] : INFO : Epoch 1565 | loss: 0.0311124 | val_loss: 0.0312139 | Time: 1713.44 ms
[2021-09-16 22:01:57 main:574] : INFO : Epoch 1566 | loss: 0.0311138 | val_loss: 0.0312091 | Time: 1822.76 ms
[2021-09-16 22:01:59 main:574] : INFO : Epoch 1567 | loss: 0.0311229 | val_loss: 0.0311974 | Time: 1859.95 ms
[2021-09-16 22:02:01 main:574] : INFO : Epoch 1568 | loss: 0.0311216 | val_loss: 0.031191 | Time: 1863.6 ms
[2021-09-16 22:02:03 main:574] : INFO : Epoch 1569 | loss: 0.0311203 | val_loss: 0.0312017 | Time: 1826.73 ms
[2021-09-16 22:02:04 main:574] : INFO : Epoch 1570 | loss: 0.0311164 | val_loss: 0.0312066 | Time: 1823.93 ms
[2021-09-16 22:02:06 main:574] : INFO : Epoch 1571 | loss: 0.0311159 | val_loss: 0.0311923 | Time: 1860.77 ms
[2021-09-16 22:02:08 main:574] : INFO : Epoch 1572 | loss: 0.0311252 | val_loss: 0.0311933 | Time: 1840.79 ms
[2021-09-16 22:02:10 main:574] : INFO : Epoch 1573 | loss: 0.0311202 | val_loss: 0.0311949 | Time: 1873.31 ms
[2021-09-16 22:02:12 main:574] : INFO : Epoch 1574 | loss: 0.031123 | val_loss: 0.031205 | Time: 1822.89 ms
[2021-09-16 22:02:14 main:574] : INFO : Epoch 1575 | loss: 0.0311213 | val_loss: 0.031197 | Time: 1846.94 ms
[2021-09-16 22:02:16 main:574] : INFO : Epoch 1576 | loss: 0.0311216 | val_loss: 0.0311958 | Time: 1894.21 ms
[2021-09-16 22:02:18 main:574] : INFO : Epoch 1577 | loss: 0.0311147 | val_loss: 0.0312078 | Time: 1914.99 ms
[2021-09-16 22:02:20 main:574] : INFO : Epoch 1578 | loss: 0.0311164 | val_loss: 0.0312032 | Time: 1943.23 ms
[2021-09-16 22:02:22 main:574] : INFO : Epoch 1579 | loss: 0.031114 | val_loss: 0.0311983 | Time: 1894.98 ms
[2021-09-16 22:02:24 main:574] : INFO : Epoch 1580 | loss: 0.0311162 | val_loss: 0.0312097 | Time: 1879.52 ms
[2021-09-16 22:02:26 main:574] : INFO : Epoch 1581 | loss: 0.0311176 | val_loss: 0.0311909 | Time: 1883.87 ms
[2021-09-16 22:02:28 main:574] : INFO : Epoch 1582 | loss: 0.0311163 | val_loss: 0.0311977 | Time: 1915.62 ms
[2021-09-16 22:02:30 main:574] : INFO : Epoch 1583 | loss: 0.0311098 | val_loss: 0.0311999 | Time: 1978.63 ms
[2021-09-16 22:02:32 main:574] : INFO : Epoch 1584 | loss: 0.0311203 | val_loss: 0.0312046 | Time: 1873.49 ms
[2021-09-16 22:02:33 main:574] : INFO : Epoch 1585 | loss: 0.0311258 | val_loss: 0.0312068 | Time: 1904.79 ms
[2021-09-16 22:02:35 main:574] : INFO : Epoch 1586 | loss: 0.031117 | val_loss: 0.0311999 | Time: 1934.52 ms
[2021-09-16 22:02:38 main:574] : INFO : Epoch 1587 | loss: 0.0311118 | val_loss: 0.0311986 | Time: 1942.9 ms
[2021-09-16 22:02:40 main:574] : INFO : Epoch 1588 | loss: 0.0311106 | val_loss: 0.031222 | Time: 1974.27 ms
[2021-09-16 22:02:42 main:574] : INFO : Epoch 1589 | loss: 0.0311171 | val_loss: 0.0312133 | Time: 1941.93 ms
[2021-09-16 22:02:44 main:574] : INFO : Epoch 1590 | loss: 0.0311112 | val_loss: 0.0312102 | Time: 1908.49 ms
[2021-09-16 22:02:46 main:574] : INFO : Epoch 1591 | loss: 0.0311111 | val_loss: 0.0311956 | Time: 1931.4 ms
[2021-09-16 22:02:47 main:574] : INFO : Epoch 1592 | loss: 0.0311152 | val_loss: 0.0312028 | Time: 1925.78 ms
[2021-09-16 22:02:49 main:574] : INFO : Epoch 1593 | loss: 0.0311181 | val_loss: 0.0312033 | Time: 1938.56 ms
[2021-09-16 22:02:51 main:574] : INFO : Epoch 1594 | loss: 0.031114 | val_loss: 0.0312173 | Time: 1976.31 ms
[2021-09-16 22:02:54 main:574] : INFO : Epoch 1595 | loss: 0.0311171 | val_loss: 0.0311905 | Time: 1967.31 ms
[2021-09-16 22:02:56 main:574] : INFO : Epoch 1596 | loss: 0.0311181 | val_loss: 0.031224 | Time: 1965.42 ms
[2021-09-16 22:02:58 main:574] : INFO : Epoch 1597 | loss: 0.0311117 | val_loss: 0.0312157 | Time: 1972.32 ms
[2021-09-16 22:03:00 main:574] : INFO : Epoch 1598 | loss: 0.0311126 | val_loss: 0.0312127 | Time: 1953.85 ms
[2021-09-16 22:03:02 main:574] : INFO : Epoch 1599 | loss: 0.0311159 | val_loss: 0.0311936 | Time: 1946.69 ms
[2021-09-16 22:03:04 main:574] : INFO : Epoch 1600 | loss: 0.0311163 | val_loss: 0.031213 | Time: 1952.16 ms
[2021-09-16 22:03:06 main:574] : INFO : Epoch 1601 | loss: 0.0311164 | val_loss: 0.0312084 | Time: 1978.41 ms
[2021-09-16 22:03:08 main:574] : INFO : Epoch 1602 | loss: 0.0311111 | val_loss: 0.0311963 | Time: 1855.49 ms
[2021-09-16 22:03:10 main:574] : INFO : Epoch 1603 | loss: 0.0311106 | val_loss: 0.0311974 | Time: 1793.01 ms
[2021-09-16 22:03:11 main:574] : INFO : Epoch 1604 | loss: 0.0311189 | val_loss: 0.0312059 | Time: 1717.13 ms
[2021-09-16 22:03:13 main:574] : INFO : Epoch 1605 | loss: 0.0311123 | val_loss: 0.0312025 | Time: 1689.9 ms
[2021-09-16 22:03:15 main:574] : INFO : Epoch 1606 | loss: 0.0311058 | val_loss: 0.0312065 | Time: 1613.87 ms
[2021-09-16 22:03:16 main:574] : INFO : Epoch 1607 | loss: 0.0311035 | val_loss: 0.0312188 | Time: 1522.54 ms
[2021-09-16 22:03:18 main:574] : INFO : Epoch 1608 | loss: 0.0311081 | val_loss: 0.0311969 | Time: 1540.42 ms
[2021-09-16 22:03:20 main:574] : INFO : Epoch 1609 | loss: 0.0311158 | val_loss: 0.0311934 | Time: 1529.81 ms
[2021-09-16 22:03:22 main:574] : INFO : Epoch 1610 | loss: 0.0311194 | val_loss: 0.0312086 | Time: 1521.5 ms
[2021-09-16 22:03:24 main:574] : INFO : Epoch 1611 | loss: 0.031114 | val_loss: 0.0311976 | Time: 1527.2 ms
[2021-09-16 22:03:25 main:574] : INFO : Epoch 1612 | loss: 0.0311135 | val_loss: 0.0312098 | Time: 1511.94 ms
[2021-09-16 22:03:27 main:574] : INFO : Epoch 1613 | loss: 0.0311127 | val_loss: 0.0311957 | Time: 1525.05 ms
[2021-09-16 22:03:28 main:574] : INFO : Epoch 1614 | loss: 0.0311134 | val_loss: 0.0311962 | Time: 1550.58 ms
[2021-09-16 22:03:30 main:574] : INFO : Epoch 1615 | loss: 0.0311121 | val_loss: 0.0311983 | Time: 1539.91 ms
[2021-09-16 22:03:32 main:574] : INFO : Epoch 1616 | loss: 0.0311149 | val_loss: 0.0312186 | Time: 1529.7 ms
[2021-09-16 22:03:33 main:574] : INFO : Epoch 1617 | loss: 0.031115 | val_loss: 0.0311952 | Time: 1559.59 ms
[2021-09-16 22:03:35 main:574] : INFO : Epoch 1618 | loss: 0.031116 | val_loss: 0.0312084 | Time: 1523.02 ms
[2021-09-16 22:03:36 main:574] : INFO : Epoch 1619 | loss: 0.0311246 | val_loss: 0.0311921 | Time: 1518.24 ms
[2021-09-16 22:03:38 main:574] : INFO : Epoch 1620 | loss: 0.0311184 | val_loss: 0.0311946 | Time: 1564.85 ms
[2021-09-16 22:03:40 main:574] : INFO : Epoch 1621 | loss: 0.0311112 | val_loss: 0.0312307 | Time: 1523.14 ms
[2021-09-16 22:03:41 main:574] : INFO : Epoch 1622 | loss: 0.0311107 | val_loss: 0.0312031 | Time: 1513.79 ms
[2021-09-16 22:03:43 main:574] : INFO : Epoch 1623 | loss: 0.0311118 | val_loss: 0.0312004 | Time: 1520.1 ms
[2021-09-16 22:03:44 main:574] : INFO : Epoch 1624 | loss: 0.0311232 | val_loss: 0.0311896 | Time: 1514.67 ms
[2021-09-16 22:03:46 main:574] : INFO : Epoch 1625 | loss: 0.0311445 | val_loss: 0.0311885 | Time: 1526.73 ms
[2021-09-16 22:03:48 main:574] : INFO : Epoch 1626 | loss: 0.0311313 | val_loss: 0.0311973 | Time: 1480.49 ms
[2021-09-16 22:03:49 main:574] : INFO : Epoch 1627 | loss: 0.0311275 | val_loss: 0.0311975 | Time: 1644.25 ms
[2021-09-16 22:03:51 main:574] : INFO : Epoch 1628 | loss: 0.0311183 | val_loss: 0.0311965 | Time: 1693.23 ms
[2021-09-16 22:03:53 main:574] : INFO : Epoch 1629 | loss: 0.0311169 | val_loss: 0.0312002 | Time: 1686.71 ms
[2021-09-16 22:03:55 main:574] : INFO : Epoch 1630 | loss: 0.031107 | val_loss: 0.031205 | Time: 1742.92 ms
[2021-09-16 22:03:57 main:574] : INFO : Epoch 1631 | loss: 0.0311077 | val_loss: 0.0312036 | Time: 1790.71 ms
[2021-09-16 22:03:58 main:574] : INFO : Epoch 1632 | loss: 0.031112 | val_loss: 0.0312087 | Time: 1824.74 ms
[2021-09-16 22:04:00 main:574] : INFO : Epoch 1633 | loss: 0.0311133 | val_loss: 0.0311974 | Time: 1847.01 ms
[2021-09-16 22:04:02 main:574] : INFO : Epoch 1634 | loss: 0.0311211 | val_loss: 0.0311911 | Time: 1797.02 ms
[2021-09-16 22:04:04 main:574] : INFO : Epoch 1635 | loss: 0.0311163 | val_loss: 0.0312052 | Time: 1793.46 ms
[2021-09-16 22:04:06 main:574] : INFO : Epoch 1636 | loss: 0.031109 | val_loss: 0.0312001 | Time: 1839.87 ms
[2021-09-16 22:04:08 main:574] : INFO : Epoch 1637 | loss: 0.031104 | val_loss: 0.0312137 | Time: 1853.12 ms
[2021-09-16 22:04:10 main:574] : INFO : Epoch 1638 | loss: 0.0311073 | val_loss: 0.0312137 | Time: 1864.92 ms
[2021-09-16 22:04:12 main:574] : INFO : Epoch 1639 | loss: 0.0311054 | val_loss: 0.0312035 | Time: 1841 ms
[2021-09-16 22:04:14 main:574] : INFO : Epoch 1640 | loss: 0.0311085 | val_loss: 0.0312106 | Time: 1811.53 ms
[2021-09-16 22:04:16 main:574] : INFO : Epoch 1641 | loss: 0.0311058 | val_loss: 0.0311981 | Time: 1876.46 ms
[2021-09-16 22:04:18 main:574] : INFO : Epoch 1642 | loss: 0.0311042 | val_loss: 0.0312113 | Time: 1867.25 ms
[2021-09-16 22:04:20 main:574] : INFO : Epoch 1643 | loss: 0.0311163 | val_loss: 0.0311951 | Time: 1828.35 ms
[2021-09-16 22:04:21 main:574] : INFO : Epoch 1644 | loss: 0.0311152 | val_loss: 0.0311881 | Time: 1741.38 ms
[2021-09-16 22:04:23 main:574] : INFO : Epoch 1645 | loss: 0.0311088 | val_loss: 0.0312152 | Time: 1849.01 ms
[2021-09-16 22:04:25 main:574] : INFO : Epoch 1646 | loss: 0.031109 | val_loss: 0.031206 | Time: 1882.29 ms
[2021-09-16 22:04:27 main:574] : INFO : Epoch 1647 | loss: 0.0311126 | val_loss: 0.0312037 | Time: 1879.46 ms
[2021-09-16 22:04:29 main:574] : INFO : Epoch 1648 | loss: 0.0311128 | val_loss: 0.0312159 | Time: 1914.34 ms
[2021-09-16 22:04:31 main:574] : INFO : Epoch 1649 | loss: 0.0311592 | val_loss: 0.0311769 | Time: 1952.75 ms
[2021-09-16 22:04:33 main:574] : INFO : Epoch 1650 | loss: 0.0311444 | val_loss: 0.0311844 | Time: 1882.93 ms
[2021-09-16 22:04:35 main:574] : INFO : Epoch 1651 | loss: 0.0311319 | val_loss: 0.0311944 | Time: 1922.88 ms
[2021-09-16 22:04:37 main:574] : INFO : Epoch 1652 | loss: 0.0311218 | val_loss: 0.0312149 | Time: 1939.64 ms
[2021-09-16 22:04:39 main:574] : INFO : Epoch 1653 | loss: 0.0311491 | val_loss: 0.0312012 | Time: 1949.82 ms
[2021-09-16 22:04:41 main:574] : INFO : Epoch 1654 | loss: 0.0311708 | val_loss: 0.0312169 | Time: 1916.98 ms
[2021-09-16 22:04:43 main:574] : INFO : Epoch 1655 | loss: 0.0311613 | val_loss: 0.031203 | Time: 2038.38 ms
[2021-09-16 22:04:45 main:574] : INFO : Epoch 1656 | loss: 0.0311353 | val_loss: 0.0311989 | Time: 2000.65 ms
[2021-09-16 22:04:47 main:574] : INFO : Epoch 1657 | loss: 0.0311248 | val_loss: 0.0312088 | Time: 1932.8 ms
[2021-09-16 22:04:49 main:574] : INFO : Epoch 1658 | loss: 0.0311105 | val_loss: 0.0312015 | Time: 1933.72 ms
[2021-09-16 22:04:51 main:574] : INFO : Epoch 1659 | loss: 0.0311104 | val_loss: 0.031212 | Time: 1975.39 ms
[2021-09-16 22:04:53 main:574] : INFO : Epoch 1660 | loss: 0.0311131 | val_loss: 0.0312059 | Time: 1930.09 ms
[2021-09-16 22:04:55 main:574] : INFO : Epoch 1661 | loss: 0.0311111 | val_loss: 0.0312095 | Time: 1902.6 ms
[2021-09-16 22:04:57 main:574] : INFO : Epoch 1662 | loss: 0.0311115 | val_loss: 0.0312019 | Time: 1990.89 ms
[2021-09-16 22:04:59 main:574] : INFO : Epoch 1663 | loss: 0.0311159 | val_loss: 0.0311985 | Time: 1958.58 ms
[2021-09-16 22:05:01 main:574] : INFO : Epoch 1664 | loss: 0.0311132 | val_loss: 0.0312203 | Time: 1982.67 ms
[2021-09-16 22:05:03 main:574] : INFO : Epoch 1665 | loss: 0.031114 | val_loss: 0.0312038 | Time: 1942.72 ms
[2021-09-16 22:05:05 main:574] : INFO : Epoch 1666 | loss: 0.0311066 | val_loss: 0.031216 | Time: 1954.22 ms
[2021-09-16 22:05:07 main:574] : INFO : Epoch 1667 | loss: 0.0311131 | val_loss: 0.0311996 | Time: 1980.93 ms
[2021-09-16 22:05:09 main:574] : INFO : Epoch 1668 | loss: 0.0311052 | val_loss: 0.0312089 | Time: 1971.03 ms
[2021-09-16 22:05:11 main:574] : INFO : Epoch 1669 | loss: 0.0311056 | val_loss: 0.0312046 | Time: 1932.89 ms
[2021-09-16 22:05:13 main:574] : INFO : Epoch 1670 | loss: 0.0311029 | val_loss: 0.0312159 | Time: 1874.34 ms
[2021-09-16 22:05:15 main:574] : INFO : Epoch 1671 | loss: 0.0311076 | val_loss: 0.0312001 | Time: 1793.67 ms
[2021-09-16 22:05:17 main:574] : INFO : Epoch 1672 | loss: 0.0311074 | val_loss: 0.0312024 | Time: 1812.37 ms
[2021-09-16 22:05:19 main:574] : INFO : Epoch 1673 | loss: 0.0311133 | val_loss: 0.0312067 | Time: 1796.05 ms
[2021-09-16 22:05:20 main:574] : INFO : Epoch 1674 | loss: 0.0311238 | val_loss: 0.0311982 | Time: 1540.39 ms
[2021-09-16 22:05:22 main:574] : INFO : Epoch 1675 | loss: 0.0311113 | val_loss: 0.0312022 | Time: 1535 ms
[2021-09-16 22:05:24 main:574] : INFO : Epoch 1676 | loss: 0.0311087 | val_loss: 0.0312177 | Time: 1525.65 ms
[2021-09-16 22:05:25 main:574] : INFO : Epoch 1677 | loss: 0.0311034 | val_loss: 0.0312086 | Time: 1512.68 ms
[2021-09-16 22:05:27 main:574] : INFO : Epoch 1678 | loss: 0.0310999 | val_loss: 0.0312067 | Time: 1493.25 ms
[2021-09-16 22:05:28 main:574] : INFO : Epoch 1679 | loss: 0.0311037 | val_loss: 0.0312207 | Time: 1538.24 ms
[2021-09-16 22:05:30 main:574] : INFO : Epoch 1680 | loss: 0.0311057 | val_loss: 0.0312257 | Time: 1526.12 ms
[2021-09-16 22:05:31 main:574] : INFO : Epoch 1681 | loss: 0.0311044 | val_loss: 0.0312012 | Time: 1509.33 ms
[2021-09-16 22:05:33 main:574] : INFO : Epoch 1682 | loss: 0.0311 | val_loss: 0.0312126 | Time: 1485.36 ms
[2021-09-16 22:05:35 main:574] : INFO : Epoch 1683 | loss: 0.0311026 | val_loss: 0.0311985 | Time: 1533.11 ms
[2021-09-16 22:05:36 main:574] : INFO : Epoch 1684 | loss: 0.0311062 | val_loss: 0.0312226 | Time: 1529.9 ms
[2021-09-16 22:05:38 main:574] : INFO : Epoch 1685 | loss: 0.0311056 | val_loss: 0.0312019 | Time: 1534.76 ms
[2021-09-16 22:05:39 main:574] : INFO : Epoch 1686 | loss: 0.0311019 | val_loss: 0.0312116 | Time: 1552.77 ms
[2021-09-16 22:05:41 main:574] : INFO : Epoch 1687 | loss: 0.0311054 | val_loss: 0.0311974 | Time: 1495 ms
[2021-09-16 22:05:43 main:574] : INFO : Epoch 1688 | loss: 0.0311057 | val_loss: 0.0312087 | Time: 1505.28 ms
[2021-09-16 22:05:44 main:574] : INFO : Epoch 1689 | loss: 0.0311139 | val_loss: 0.0312002 | Time: 1516.02 ms
[2021-09-16 22:05:46 main:574] : INFO : Epoch 1690 | loss: 0.0311179 | val_loss: 0.0312112 | Time: 1508.36 ms
[2021-09-16 22:05:47 main:574] : INFO : Epoch 1691 | loss: 0.0311061 | val_loss: 0.0312009 | Time: 1503.4 ms
[2021-09-16 22:05:49 main:574] : INFO : Epoch 1692 | loss: 0.031106 | val_loss: 0.0312192 | Time: 1499.76 ms
[2021-09-16 22:05:50 main:574] : INFO : Epoch 1693 | loss: 0.0311049 | val_loss: 0.0312102 | Time: 1500.7 ms
[2021-09-16 22:05:52 main:574] : INFO : Epoch 1694 | loss: 0.0311073 | val_loss: 0.0311994 | Time: 1578.63 ms
[2021-09-16 22:05:54 main:574] : INFO : Epoch 1695 | loss: 0.0311142 | val_loss: 0.0312284 | Time: 1755.54 ms
[2021-09-16 22:05:56 main:574] : INFO : Epoch 1696 | loss: 0.0311185 | val_loss: 0.0312258 | Time: 1685.17 ms
[2021-09-16 22:05:57 main:574] : INFO : Epoch 1697 | loss: 0.0311178 | val_loss: 0.0311921 | Time: 1703.43 ms
[2021-09-16 22:05:59 main:574] : INFO : Epoch 1698 | loss: 0.0311086 | val_loss: 0.0312091 | Time: 1716.43 ms
[2021-09-16 22:06:01 main:574] : INFO : Epoch 1699 | loss: 0.031103 | val_loss: 0.0312155 | Time: 1710.84 ms
[2021-09-16 22:06:03 main:574] : INFO : Epoch 1700 | loss: 0.031101 | val_loss: 0.0312204 | Time: 1753.09 ms
[2021-09-16 22:06:05 main:574] : INFO : Epoch 1701 | loss: 0.0311017 | val_loss: 0.0311993 | Time: 1720.27 ms
[2021-09-16 22:06:06 main:574] : INFO : Epoch 1702 | loss: 0.0311008 | val_loss: 0.0312002 | Time: 1732.59 ms
[2021-09-16 22:06:08 main:574] : INFO : Epoch 1703 | loss: 0.0310942 | val_loss: 0.0312192 | Time: 1654.65 ms
[2021-09-16 22:06:10 main:574] : INFO : Epoch 1704 | loss: 0.0311013 | val_loss: 0.0312094 | Time: 1644.47 ms
[2021-09-16 22:06:12 main:574] : INFO : Epoch 1705 | loss: 0.0311031 | val_loss: 0.0311941 | Time: 1735.78 ms
[2021-09-16 22:06:13 main:574] : INFO : Epoch 1706 | loss: 0.0311062 | val_loss: 0.0312046 | Time: 1765.29 ms
[2021-09-16 22:06:15 main:574] : INFO : Epoch 1707 | loss: 0.0311087 | val_loss: 0.0312056 | Time: 1777.52 ms
[2021-09-16 22:06:17 main:574] : INFO : Epoch 1708 | loss: 0.0311017 | val_loss: 0.0312052 | Time: 1780.01 ms
[2021-09-16 22:06:19 main:574] : INFO : Epoch 1709 | loss: 0.0311084 | val_loss: 0.0311947 | Time: 1873.11 ms
[2021-09-16 22:06:21 main:574] : INFO : Epoch 1710 | loss: 0.0311116 | val_loss: 0.0312199 | Time: 1795.61 ms
[2021-09-16 22:06:23 main:574] : INFO : Epoch 1711 | loss: 0.0311023 | val_loss: 0.0312076 | Time: 1855.89 ms
[2021-09-16 22:06:25 main:574] : INFO : Epoch 1712 | loss: 0.0310974 | val_loss: 0.031202 | Time: 1861.13 ms
[2021-09-16 22:06:27 main:574] : INFO : Epoch 1713 | loss: 0.0310972 | val_loss: 0.0312121 | Time: 1904.14 ms
[2021-09-16 22:06:29 main:574] : INFO : Epoch 1714 | loss: 0.0311035 | val_loss: 0.0312293 | Time: 1925.65 ms
[2021-09-16 22:06:31 main:574] : INFO : Epoch 1715 | loss: 0.0311006 | val_loss: 0.0312167 | Time: 1906.42 ms
[2021-09-16 22:06:32 main:574] : INFO : Epoch 1716 | loss: 0.0311005 | val_loss: 0.031202 | Time: 1922.55 ms
[2021-09-16 22:06:34 main:574] : INFO : Epoch 1717 | loss: 0.0310992 | val_loss: 0.0312254 | Time: 1872.18 ms
[2021-09-16 22:06:36 main:574] : INFO : Epoch 1718 | loss: 0.0310975 | val_loss: 0.0312302 | Time: 1911.58 ms
[2021-09-16 22:06:38 main:574] : INFO : Epoch 1719 | loss: 0.0310997 | val_loss: 0.0312122 | Time: 1914.66 ms
[2021-09-16 22:06:40 main:574] : INFO : Epoch 1720 | loss: 0.0311067 | val_loss: 0.0312009 | Time: 1898.65 ms
[2021-09-16 22:06:42 main:574] : INFO : Epoch 1721 | loss: 0.0311151 | val_loss: 0.0312272 | Time: 1934.69 ms
[2021-09-16 22:06:44 main:574] : INFO : Epoch 1722 | loss: 0.0311055 | val_loss: 0.0312093 | Time: 1894.56 ms
[2021-09-16 22:06:46 main:574] : INFO : Epoch 1723 | loss: 0.0311086 | val_loss: 0.0312023 | Time: 1885.77 ms
[2021-09-16 22:06:48 main:574] : INFO : Epoch 1724 | loss: 0.0311055 | val_loss: 0.0312192 | Time: 1879.84 ms
[2021-09-16 22:06:50 main:574] : INFO : Epoch 1725 | loss: 0.031102 | val_loss: 0.031208 | Time: 1891.41 ms
[2021-09-16 22:06:52 main:574] : INFO : Epoch 1726 | loss: 0.0311047 | val_loss: 0.0312088 | Time: 1928.1 ms
[2021-09-16 22:06:54 main:574] : INFO : Epoch 1727 | loss: 0.0311006 | val_loss: 0.0312127 | Time: 1898.24 ms
[2021-09-16 22:06:56 main:574] : INFO : Epoch 1728 | loss: 0.0310965 | val_loss: 0.0312025 | Time: 1930.42 ms
[2021-09-16 22:06:58 main:574] : INFO : Epoch 1729 | loss: 0.0311016 | val_loss: 0.0312207 | Time: 1925.05 ms
[2021-09-16 22:07:00 main:574] : INFO : Epoch 1730 | loss: 0.031098 | val_loss: 0.0311968 | Time: 1963.35 ms
[2021-09-16 22:07:02 main:574] : INFO : Epoch 1731 | loss: 0.0311025 | val_loss: 0.0312218 | Time: 1943.06 ms
[2021-09-16 22:07:04 main:574] : INFO : Epoch 1732 | loss: 0.0310997 | val_loss: 0.0312229 | Time: 1925.12 ms
[2021-09-16 22:07:06 main:574] : INFO : Epoch 1733 | loss: 0.031105 | val_loss: 0.0312125 | Time: 1944.71 ms
[2021-09-16 22:07:08 main:574] : INFO : Epoch 1734 | loss: 0.0311037 | val_loss: 0.0312159 | Time: 1898.53 ms
[2021-09-16 22:07:10 main:574] : INFO : Epoch 1735 | loss: 0.0311013 | val_loss: 0.0312199 | Time: 1922.5 ms
[2021-09-16 22:07:12 main:574] : INFO : Epoch 1736 | loss: 0.0311015 | val_loss: 0.0312005 | Time: 1949.76 ms
[2021-09-16 22:07:14 main:574] : INFO : Epoch 1737 | loss: 0.0310986 | val_loss: 0.0312011 | Time: 1911.17 ms
[2021-09-16 22:07:16 main:574] : INFO : Epoch 1738 | loss: 0.0310999 | val_loss: 0.0312112 | Time: 1814.04 ms
[2021-09-16 22:07:18 main:574] : INFO : Epoch 1739 | loss: 0.0311036 | val_loss: 0.031225 | Time: 1631.65 ms
[2021-09-16 22:07:19 main:574] : INFO : Epoch 1740 | loss: 0.0310973 | val_loss: 0.031216 | Time: 1496.95 ms
[2021-09-16 22:07:21 main:574] : INFO : Epoch 1741 | loss: 0.0311007 | val_loss: 0.0312074 | Time: 1533.28 ms
[2021-09-16 22:07:22 main:574] : INFO : Epoch 1742 | loss: 0.0311037 | val_loss: 0.0312538 | Time: 1518.32 ms
[2021-09-16 22:07:24 main:574] : INFO : Epoch 1743 | loss: 0.0311176 | val_loss: 0.0312038 | Time: 1534.18 ms
[2021-09-16 22:07:26 main:574] : INFO : Epoch 1744 | loss: 0.0311085 | val_loss: 0.0312165 | Time: 1516.69 ms
[2021-09-16 22:07:27 main:574] : INFO : Epoch 1745 | loss: 0.0311078 | val_loss: 0.0311867 | Time: 1514.34 ms
[2021-09-16 22:07:29 main:574] : INFO : Epoch 1746 | loss: 0.0311089 | val_loss: 0.0312109 | Time: 1569.25 ms
[2021-09-16 22:07:31 main:574] : INFO : Epoch 1747 | loss: 0.0311063 | val_loss: 0.0312234 | Time: 1525.13 ms
[2021-09-16 22:07:33 main:574] : INFO : Epoch 1748 | loss: 0.0311042 | val_loss: 0.0312062 | Time: 1519.56 ms
[2021-09-16 22:07:34 main:574] : INFO : Epoch 1749 | loss: 0.0310967 | val_loss: 0.031219 | Time: 1618.99 ms
[2021-09-16 22:07:36 main:574] : INFO : Epoch 1750 | loss: 0.0310956 | val_loss: 0.0312225 | Time: 1560.56 ms
[2021-09-16 22:07:38 main:574] : INFO : Epoch 1751 | loss: 0.0310978 | val_loss: 0.0312243 | Time: 1535.21 ms
[2021-09-16 22:07:39 main:574] : INFO : Epoch 1752 | loss: 0.0311054 | val_loss: 0.0312038 | Time: 1541.18 ms
[2021-09-16 22:07:41 main:574] : INFO : Epoch 1753 | loss: 0.0311047 | val_loss: 0.0312102 | Time: 1531.5 ms
[2021-09-16 22:07:42 main:574] : INFO : Epoch 1754 | loss: 0.0311131 | val_loss: 0.0312096 | Time: 1525.26 ms
[2021-09-16 22:07:44 main:574] : INFO : Epoch 1755 | loss: 0.0311109 | val_loss: 0.031216 | Time: 1497.18 ms
[2021-09-16 22:07:46 main:574] : INFO : Epoch 1756 | loss: 0.0311049 | val_loss: 0.0312051 | Time: 1528.82 ms
[2021-09-16 22:07:47 main:574] : INFO : Epoch 1757 | loss: 0.0311085 | val_loss: 0.0312091 | Time: 1521.83 ms
[2021-09-16 22:07:49 main:574] : INFO : Epoch 1758 | loss: 0.0311 | val_loss: 0.0312152 | Time: 1520.92 ms
[2021-09-16 22:07:50 main:574] : INFO : Epoch 1759 | loss: 0.0311035 | val_loss: 0.0312275 | Time: 1569.49 ms
[2021-09-16 22:07:52 main:574] : INFO : Epoch 1760 | loss: 0.0311073 | val_loss: 0.0312113 | Time: 1745.81 ms
[2021-09-16 22:07:54 main:574] : INFO : Epoch 1761 | loss: 0.0310964 | val_loss: 0.0312143 | Time: 1639.84 ms
[2021-09-16 22:07:56 main:574] : INFO : Epoch 1762 | loss: 0.0310946 | val_loss: 0.0312125 | Time: 1713.61 ms
[2021-09-16 22:07:58 main:574] : INFO : Epoch 1763 | loss: 0.0311009 | val_loss: 0.0312285 | Time: 1656.64 ms
[2021-09-16 22:08:00 main:574] : INFO : Epoch 1764 | loss: 0.0311086 | val_loss: 0.0312123 | Time: 1677.98 ms
[2021-09-16 22:08:02 main:574] : INFO : Epoch 1765 | loss: 0.0311888 | val_loss: 0.032896 | Time: 1716.54 ms
[2021-09-16 22:08:04 main:574] : INFO : Epoch 1766 | loss: 0.0374567 | val_loss: 0.031793 | Time: 1815.59 ms
[2021-09-16 22:08:05 main:574] : INFO : Epoch 1767 | loss: 0.0318484 | val_loss: 0.0313056 | Time: 1765.05 ms
[2021-09-16 22:08:07 main:574] : INFO : Epoch 1768 | loss: 0.0318541 | val_loss: 0.0317929 | Time: 1826.19 ms
[2021-09-16 22:08:09 main:574] : INFO : Epoch 1769 | loss: 0.0314901 | val_loss: 0.0313514 | Time: 1798.52 ms
[2021-09-16 22:08:12 main:574] : INFO : Epoch 1770 | loss: 0.0312787 | val_loss: 0.0312686 | Time: 1860.28 ms
[2021-09-16 22:08:15 main:574] : INFO : Epoch 1771 | loss: 0.0312527 | val_loss: 0.0312525 | Time: 1814.74 ms
[2021-09-16 22:08:17 main:574] : INFO : Epoch 1772 | loss: 0.0312454 | val_loss: 0.031246 | Time: 1877.61 ms
[2021-09-16 22:08:19 main:574] : INFO : Epoch 1773 | loss: 0.0312414 | val_loss: 0.0312403 | Time: 1873.24 ms
[2021-09-16 22:08:22 main:574] : INFO : Epoch 1774 | loss: 0.0312369 | val_loss: 0.0312361 | Time: 1856.59 ms
[2021-09-16 22:08:24 main:574] : INFO : Epoch 1775 | loss: 0.0312333 | val_loss: 0.0312328 | Time: 1876.29 ms
[2021-09-16 22:08:26 main:574] : INFO : Epoch 1776 | loss: 0.0312294 | val_loss: 0.031229 | Time: 1900.26 ms
[2021-09-16 22:08:30 main:574] : INFO : Epoch 1777 | loss: 0.0312251 | val_loss: 0.0312247 | Time: 1877.28 ms
[2021-09-16 22:08:33 main:574] : INFO : Epoch 1778 | loss: 0.0312213 | val_loss: 0.0312212 | Time: 1869.98 ms
[2021-09-16 22:08:36 main:574] : INFO : Epoch 1779 | loss: 0.0312184 | val_loss: 0.0312186 | Time: 1823.08 ms
[2021-09-16 22:08:39 main:574] : INFO : Epoch 1780 | loss: 0.031216 | val_loss: 0.0312171 | Time: 1921.64 ms
[2021-09-16 22:08:41 main:574] : INFO : Epoch 1781 | loss: 0.0312145 | val_loss: 0.0312154 | Time: 1924.4 ms
[2021-09-16 22:08:43 main:574] : INFO : Epoch 1782 | loss: 0.0312141 | val_loss: 0.0312152 | Time: 1910.56 ms
[2021-09-16 22:08:45 main:574] : INFO : Epoch 1783 | loss: 0.0312124 | val_loss: 0.0312173 | Time: 1946.11 ms
[2021-09-16 22:08:47 main:574] : INFO : Epoch 1784 | loss: 0.0312115 | val_loss: 0.0312153 | Time: 1931.52 ms
[2021-09-16 22:08:49 main:574] : INFO : Epoch 1785 | loss: 0.0312102 | val_loss: 0.0312147 | Time: 1902.11 ms
[2021-09-16 22:08:51 main:574] : INFO : Epoch 1786 | loss: 0.0312093 | val_loss: 0.0312116 | Time: 1931.63 ms
[2021-09-16 22:08:53 main:574] : INFO : Epoch 1787 | loss: 0.0312077 | val_loss: 0.0312107 | Time: 1915.72 ms
[2021-09-16 22:08:55 main:574] : INFO : Epoch 1788 | loss: 0.0312068 | val_loss: 0.0312102 | Time: 1930.71 ms
[2021-09-16 22:08:57 main:574] : INFO : Epoch 1789 | loss: 0.0312077 | val_loss: 0.0312097 | Time: 1906.28 ms
[2021-09-16 22:08:59 main:574] : INFO : Epoch 1790 | loss: 0.0312092 | val_loss: 0.0312135 | Time: 1921.56 ms
[2021-09-16 22:09:01 main:574] : INFO : Epoch 1791 | loss: 0.031209 | val_loss: 0.0312122 | Time: 1980.9 ms
[2021-09-16 22:09:03 main:574] : INFO : Epoch 1792 | loss: 0.0312066 | val_loss: 0.0312084 | Time: 1933.12 ms
[2021-09-16 22:09:05 main:574] : INFO : Epoch 1793 | loss: 0.0312059 | val_loss: 0.0312085 | Time: 1934.26 ms
[2021-09-16 22:09:07 main:574] : INFO : Epoch 1794 | loss: 0.0312061 | val_loss: 0.0312105 | Time: 1925.35 ms
[2021-09-16 22:09:09 main:574] : INFO : Epoch 1795 | loss: 0.0312062 | val_loss: 0.0312075 | Time: 1909.98 ms
[2021-09-16 22:09:11 main:574] : INFO : Epoch 1796 | loss: 0.0312069 | val_loss: 0.0312093 | Time: 2037.42 ms
[2021-09-16 22:09:13 main:574] : INFO : Epoch 1797 | loss: 0.031206 | val_loss: 0.0312071 | Time: 1925.89 ms
[2021-09-16 22:09:15 main:574] : INFO : Epoch 1798 | loss: 0.0312049 | val_loss: 0.0312073 | Time: 1922.37 ms
[2021-09-16 22:09:17 main:574] : INFO : Epoch 1799 | loss: 0.0312044 | val_loss: 0.0312074 | Time: 1965.47 ms
[2021-09-16 22:09:19 main:574] : INFO : Epoch 1800 | loss: 0.0312042 | val_loss: 0.0312061 | Time: 1864.24 ms
[2021-09-16 22:09:20 main:574] : INFO : Epoch 1801 | loss: 0.0312049 | val_loss: 0.0312053 | Time: 1635.26 ms
[2021-09-16 22:09:22 main:574] : INFO : Epoch 1802 | loss: 0.0312042 | val_loss: 0.0312065 | Time: 1520.69 ms
[2021-09-16 22:09:23 main:574] : INFO : Epoch 1803 | loss: 0.0312047 | val_loss: 0.0312045 | Time: 1569.53 ms
[2021-09-16 22:09:25 main:574] : INFO : Epoch 1804 | loss: 0.0312033 | val_loss: 0.0312045 | Time: 1516 ms
[2021-09-16 22:09:26 main:574] : INFO : Epoch 1805 | loss: 0.0312031 | val_loss: 0.0312021 | Time: 1519.3 ms
[2021-09-16 22:09:28 main:574] : INFO : Epoch 1806 | loss: 0.0312032 | val_loss: 0.0312021 | Time: 1528.18 ms
[2021-09-16 22:09:30 main:574] : INFO : Epoch 1807 | loss: 0.0312019 | val_loss: 0.0312028 | Time: 1514.41 ms
[2021-09-16 22:09:31 main:574] : INFO : Epoch 1808 | loss: 0.0312058 | val_loss: 0.0312013 | Time: 1531.58 ms
[2021-09-16 22:09:33 main:574] : INFO : Epoch 1809 | loss: 0.0312017 | val_loss: 0.0312019 | Time: 1532.64 ms
[2021-09-16 22:09:35 main:574] : INFO : Epoch 1810 | loss: 0.0312027 | val_loss: 0.0312009 | Time: 1532.5 ms
[2021-09-16 22:09:36 main:574] : INFO : Epoch 1811 | loss: 0.0312016 | val_loss: 0.0312068 | Time: 1517.68 ms
[2021-09-16 22:09:38 main:574] : INFO : Epoch 1812 | loss: 0.0312046 | val_loss: 0.031206 | Time: 1549.19 ms
[2021-09-16 22:09:39 main:574] : INFO : Epoch 1813 | loss: 0.0311994 | val_loss: 0.0312003 | Time: 1536.38 ms
[2021-09-16 22:09:41 main:574] : INFO : Epoch 1814 | loss: 0.0311983 | val_loss: 0.0312015 | Time: 1501.89 ms
[2021-09-16 22:09:43 main:574] : INFO : Epoch 1815 | loss: 0.0311981 | val_loss: 0.0312 | Time: 1525.68 ms
[2021-09-16 22:09:44 main:574] : INFO : Epoch 1816 | loss: 0.0311986 | val_loss: 0.0312017 | Time: 1518.17 ms
[2021-09-16 22:09:46 main:574] : INFO : Epoch 1817 | loss: 0.0311986 | val_loss: 0.0311992 | Time: 1514.43 ms
[2021-09-16 22:09:47 main:574] : INFO : Epoch 1818 | loss: 0.0311983 | val_loss: 0.0311993 | Time: 1530.04 ms
[2021-09-16 22:09:49 main:574] : INFO : Epoch 1819 | loss: 0.0311972 | val_loss: 0.031199 | Time: 1506.03 ms
[2021-09-16 22:09:51 main:574] : INFO : Epoch 1820 | loss: 0.0311967 | val_loss: 0.0311983 | Time: 1503.53 ms
[2021-09-16 22:09:52 main:574] : INFO : Epoch 1821 | loss: 0.031196 | val_loss: 0.0312001 | Time: 1505.3 ms
[2021-09-16 22:09:54 main:574] : INFO : Epoch 1822 | loss: 0.0311977 | val_loss: 0.0311979 | Time: 1567.15 ms
[2021-09-16 22:09:55 main:574] : INFO : Epoch 1823 | loss: 0.0311955 | val_loss: 0.0311979 | Time: 1642.93 ms
[2021-09-16 22:09:57 main:574] : INFO : Epoch 1824 | loss: 0.031196 | val_loss: 0.0312032 | Time: 1707.03 ms
[2021-09-16 22:09:59 main:574] : INFO : Epoch 1825 | loss: 0.0311974 | val_loss: 0.0311982 | Time: 1753.74 ms
[2021-09-16 22:10:01 main:574] : INFO : Epoch 1826 | loss: 0.0311959 | val_loss: 0.0312061 | Time: 1769.26 ms
[2021-09-16 22:10:03 main:574] : INFO : Epoch 1827 | loss: 0.0311979 | val_loss: 0.0311984 | Time: 1776.26 ms
[2021-09-16 22:10:05 main:574] : INFO : Epoch 1828 | loss: 0.0311955 | val_loss: 0.0312015 | Time: 1814.13 ms
[2021-09-16 22:10:07 main:574] : INFO : Epoch 1829 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 1772.59 ms
[2021-09-16 22:10:09 main:574] : INFO : Epoch 1830 | loss: 0.0311952 | val_loss: 0.0311982 | Time: 1816.87 ms
[2021-09-16 22:10:10 main:574] : INFO : Epoch 1831 | loss: 0.0311987 | val_loss: 0.0311971 | Time: 1777.08 ms
[2021-09-16 22:10:12 main:574] : INFO : Epoch 1832 | loss: 0.0311953 | val_loss: 0.0311983 | Time: 1804.5 ms
[2021-09-16 22:10:14 main:574] : INFO : Epoch 1833 | loss: 0.0311945 | val_loss: 0.0311962 | Time: 1829.34 ms
[2021-09-16 22:10:16 main:574] : INFO : Epoch 1834 | loss: 0.0311947 | val_loss: 0.0311993 | Time: 1760.04 ms
[2021-09-16 22:10:18 main:574] : INFO : Epoch 1835 | loss: 0.0311956 | val_loss: 0.0311959 | Time: 1790.3 ms
[2021-09-16 22:10:20 main:574] : INFO : Epoch 1836 | loss: 0.0311929 | val_loss: 0.0312006 | Time: 1797.05 ms
[2021-09-16 22:10:22 main:574] : INFO : Epoch 1837 | loss: 0.0311942 | val_loss: 0.0311955 | Time: 1788.78 ms
[2021-09-16 22:10:24 main:574] : INFO : Epoch 1838 | loss: 0.0311918 | val_loss: 0.0311956 | Time: 1833.24 ms
[2021-09-16 22:10:25 main:574] : INFO : Epoch 1839 | loss: 0.0311923 | val_loss: 0.031201 | Time: 1768.3 ms
[2021-09-16 22:10:27 main:574] : INFO : Epoch 1840 | loss: 0.0311933 | val_loss: 0.0311956 | Time: 1941.06 ms
[2021-09-16 22:10:29 main:574] : INFO : Epoch 1841 | loss: 0.0311924 | val_loss: 0.0311945 | Time: 1900.96 ms
[2021-09-16 22:10:31 main:574] : INFO : Epoch 1842 | loss: 0.0311918 | val_loss: 0.0311977 | Time: 1862.92 ms
[2021-09-16 22:10:33 main:574] : INFO : Epoch 1843 | loss: 0.0311936 | val_loss: 0.0311967 | Time: 1888.63 ms
[2021-09-16 22:10:35 main:574] : INFO : Epoch 1844 | loss: 0.0311968 | val_loss: 0.031194 | Time: 1855.89 ms
[2021-09-16 22:10:37 main:574] : INFO : Epoch 1845 | loss: 0.031193 | val_loss: 0.031196 | Time: 1881.62 ms
[2021-09-16 22:10:39 main:574] : INFO : Epoch 1846 | loss: 0.0311942 | val_loss: 0.0311933 | Time: 1873.9 ms
[2021-09-16 22:10:41 main:574] : INFO : Epoch 1847 | loss: 0.0311912 | val_loss: 0.0311933 | Time: 1894.83 ms
[2021-09-16 22:10:43 main:574] : INFO : Epoch 1848 | loss: 0.0311895 | val_loss: 0.0311945 | Time: 1888.1 ms
[2021-09-16 22:10:45 main:574] : INFO : Epoch 1849 | loss: 0.0311908 | val_loss: 0.0311928 | Time: 1867.17 ms
[2021-09-16 22:10:47 main:574] : INFO : Epoch 1850 | loss: 0.0311918 | val_loss: 0.0311943 | Time: 1866.27 ms
[2021-09-16 22:10:49 main:574] : INFO : Epoch 1851 | loss: 0.0311925 | val_loss: 0.031194 | Time: 1884.51 ms
[2021-09-16 22:10:51 main:574] : INFO : Epoch 1852 | loss: 0.0311901 | val_loss: 0.0311934 | Time: 1901.83 ms
[2021-09-16 22:10:53 main:574] : INFO : Epoch 1853 | loss: 0.0311889 | val_loss: 0.0311933 | Time: 1876.68 ms
[2021-09-16 22:10:55 main:574] : INFO : Epoch 1854 | loss: 0.0311889 | val_loss: 0.0312083 | Time: 1925.14 ms
[2021-09-16 22:10:57 main:574] : INFO : Epoch 1855 | loss: 0.0311898 | val_loss: 0.0311932 | Time: 1942.33 ms
[2021-09-16 22:10:59 main:574] : INFO : Epoch 1856 | loss: 0.0311884 | val_loss: 0.0311926 | Time: 1942.86 ms
[2021-09-16 22:11:01 main:574] : INFO : Epoch 1857 | loss: 0.0311873 | val_loss: 0.0311933 | Time: 1937.42 ms
[2021-09-16 22:11:03 main:574] : INFO : Epoch 1858 | loss: 0.0311868 | val_loss: 0.0311922 | Time: 1942.34 ms
[2021-09-16 22:11:05 main:574] : INFO : Epoch 1859 | loss: 0.0311883 | val_loss: 0.0311917 | Time: 1949.18 ms
[2021-09-16 22:11:07 main:574] : INFO : Epoch 1860 | loss: 0.0311873 | val_loss: 0.0311924 | Time: 1981.17 ms
[2021-09-16 22:11:09 main:574] : INFO : Epoch 1861 | loss: 0.0311866 | val_loss: 0.0311917 | Time: 1949.46 ms
[2021-09-16 22:11:11 main:574] : INFO : Epoch 1862 | loss: 0.0311858 | val_loss: 0.0311925 | Time: 1905.64 ms
[2021-09-16 22:11:13 main:574] : INFO : Epoch 1863 | loss: 0.0311858 | val_loss: 0.0311917 | Time: 1893.25 ms
[2021-09-16 22:11:15 main:574] : INFO : Epoch 1864 | loss: 0.0311853 | val_loss: 0.0311903 | Time: 1942.09 ms
[2021-09-16 22:11:17 main:574] : INFO : Epoch 1865 | loss: 0.0311851 | val_loss: 0.0311935 | Time: 1946.18 ms
[2021-09-16 22:11:19 main:574] : INFO : Epoch 1866 | loss: 0.0311859 | val_loss: 0.03119 | Time: 1963.78 ms
[2021-09-16 22:11:21 main:574] : INFO : Epoch 1867 | loss: 0.0311858 | val_loss: 0.0311899 | Time: 1806.48 ms
[2021-09-16 22:11:22 main:574] : INFO : Epoch 1868 | loss: 0.0311852 | val_loss: 0.0311969 | Time: 1589.23 ms
[2021-09-16 22:11:24 main:574] : INFO : Epoch 1869 | loss: 0.031189 | val_loss: 0.0311889 | Time: 1508.63 ms
[2021-09-16 22:11:25 main:574] : INFO : Epoch 1870 | loss: 0.0311862 | val_loss: 0.0311898 | Time: 1524.41 ms
[2021-09-16 22:11:27 main:574] : INFO : Epoch 1871 | loss: 0.0311838 | val_loss: 0.0312033 | Time: 1449.32 ms
[2021-09-16 22:11:29 main:574] : INFO : Epoch 1872 | loss: 0.0311869 | val_loss: 0.031191 | Time: 1467.95 ms
[2021-09-16 22:11:30 main:574] : INFO : Epoch 1873 | loss: 0.0311826 | val_loss: 0.031189 | Time: 1437.41 ms
[2021-09-16 22:11:32 main:574] : INFO : Epoch 1874 | loss: 0.031182 | val_loss: 0.0311891 | Time: 1438.15 ms
[2021-09-16 22:11:33 main:574] : INFO : Epoch 1875 | loss: 0.0311824 | val_loss: 0.0311885 | Time: 1483.3 ms
[2021-09-16 22:11:35 main:574] : INFO : Epoch 1876 | loss: 0.0311843 | val_loss: 0.031197 | Time: 1536.35 ms
[2021-09-16 22:11:36 main:574] : INFO : Epoch 1877 | loss: 0.0311865 | val_loss: 0.0311913 | Time: 1446.69 ms
[2021-09-16 22:11:38 main:574] : INFO : Epoch 1878 | loss: 0.0311813 | val_loss: 0.0311896 | Time: 1441.72 ms
[2021-09-16 22:11:39 main:574] : INFO : Epoch 1879 | loss: 0.0311856 | val_loss: 0.0311879 | Time: 1437.83 ms
[2021-09-16 22:11:41 main:574] : INFO : Epoch 1880 | loss: 0.0311924 | val_loss: 0.0311886 | Time: 1422.69 ms
[2021-09-16 22:11:43 main:574] : INFO : Epoch 1881 | loss: 0.0311842 | val_loss: 0.0311879 | Time: 1456.65 ms
[2021-09-16 22:11:44 main:574] : INFO : Epoch 1882 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 1501.57 ms
[2021-09-16 22:11:46 main:574] : INFO : Epoch 1883 | loss: 0.0311811 | val_loss: 0.0311897 | Time: 1527.47 ms
[2021-09-16 22:11:47 main:574] : INFO : Epoch 1884 | loss: 0.031181 | val_loss: 0.0311861 | Time: 1513.45 ms
[2021-09-16 22:11:49 main:574] : INFO : Epoch 1885 | loss: 0.0311796 | val_loss: 0.0311863 | Time: 1509.66 ms
[2021-09-16 22:11:51 main:574] : INFO : Epoch 1886 | loss: 0.0311797 | val_loss: 0.0311876 | Time: 1505.5 ms
[2021-09-16 22:11:52 main:574] : INFO : Epoch 1887 | loss: 0.0311789 | val_loss: 0.0311858 | Time: 1519.86 ms
[2021-09-16 22:11:54 main:574] : INFO : Epoch 1888 | loss: 0.031179 | val_loss: 0.0311886 | Time: 1470.45 ms
[2021-09-16 22:11:56 main:574] : INFO : Epoch 1889 | loss: 0.0311813 | val_loss: 0.0311866 | Time: 1451.56 ms
[2021-09-16 22:11:57 main:574] : INFO : Epoch 1890 | loss: 0.0311787 | val_loss: 0.0311864 | Time: 1492.99 ms
[2021-09-16 22:11:59 main:574] : INFO : Epoch 1891 | loss: 0.0311774 | val_loss: 0.0311868 | Time: 1586.02 ms
[2021-09-16 22:12:01 main:574] : INFO : Epoch 1892 | loss: 0.0311782 | val_loss: 0.0311904 | Time: 1606.59 ms
[2021-09-16 22:12:02 main:574] : INFO : Epoch 1893 | loss: 0.0311785 | val_loss: 0.0311884 | Time: 1476.61 ms
[2021-09-16 22:12:04 main:574] : INFO : Epoch 1894 | loss: 0.0311793 | val_loss: 0.0311849 | Time: 1456.54 ms
[2021-09-16 22:12:06 main:574] : INFO : Epoch 1895 | loss: 0.0311767 | val_loss: 0.0311946 | Time: 1562.08 ms
[2021-09-16 22:12:07 main:574] : INFO : Epoch 1896 | loss: 0.0311842 | val_loss: 0.0311852 | Time: 1459.47 ms
[2021-09-16 22:12:09 main:574] : INFO : Epoch 1897 | loss: 0.0311748 | val_loss: 0.0311841 | Time: 1449.96 ms
[2021-09-16 22:12:10 main:574] : INFO : Epoch 1898 | loss: 0.0311752 | val_loss: 0.0311859 | Time: 1489.18 ms
[2021-09-16 22:12:12 main:574] : INFO : Epoch 1899 | loss: 0.0311765 | val_loss: 0.031187 | Time: 1456.91 ms
[2021-09-16 22:12:13 main:574] : INFO : Epoch 1900 | loss: 0.0311757 | val_loss: 0.0311889 | Time: 1422.96 ms
[2021-09-16 22:12:15 main:574] : INFO : Epoch 1901 | loss: 0.0311837 | val_loss: 0.0311985 | Time: 1455.73 ms
[2021-09-16 22:12:16 main:574] : INFO : Epoch 1902 | loss: 0.0311801 | val_loss: 0.0311834 | Time: 1441.57 ms
[2021-09-16 22:12:18 main:574] : INFO : Epoch 1903 | loss: 0.0311735 | val_loss: 0.0311846 | Time: 1458.7 ms
[2021-09-16 22:12:20 main:574] : INFO : Epoch 1904 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 1476.64 ms
[2021-09-16 22:12:21 main:574] : INFO : Epoch 1905 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 1492.33 ms
[2021-09-16 22:12:23 main:574] : INFO : Epoch 1906 | loss: 0.031176 | val_loss: 0.0311931 | Time: 1505.1 ms
[2021-09-16 22:12:25 main:574] : INFO : Epoch 1907 | loss: 0.0311756 | val_loss: 0.0311827 | Time: 1491.7 ms
[2021-09-16 22:12:26 main:574] : INFO : Epoch 1908 | loss: 0.0311706 | val_loss: 0.0311838 | Time: 1484.93 ms
[2021-09-16 22:12:28 main:574] : INFO : Epoch 1909 | loss: 0.0311711 | val_loss: 0.0311832 | Time: 1438.8 ms
[2021-09-16 22:12:29 main:574] : INFO : Epoch 1910 | loss: 0.031176 | val_loss: 0.0311833 | Time: 1458.43 ms
[2021-09-16 22:12:31 main:574] : INFO : Epoch 1911 | loss: 0.0311715 | val_loss: 0.0311845 | Time: 1474.98 ms
[2021-09-16 22:12:32 main:574] : INFO : Epoch 1912 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 1480.15 ms
[2021-09-16 22:12:34 main:574] : INFO : Epoch 1913 | loss: 0.0311692 | val_loss: 0.0311828 | Time: 1526.01 ms
[2021-09-16 22:12:36 main:574] : INFO : Epoch 1914 | loss: 0.0311723 | val_loss: 0.0311848 | Time: 1536.88 ms
[2021-09-16 22:12:37 main:574] : INFO : Epoch 1915 | loss: 0.0311698 | val_loss: 0.0311864 | Time: 1547.77 ms
[2021-09-16 22:12:39 main:574] : INFO : Epoch 1916 | loss: 0.0311726 | val_loss: 0.0311954 | Time: 1537.83 ms
[2021-09-16 22:12:41 main:574] : INFO : Epoch 1917 | loss: 0.0311702 | val_loss: 0.0311825 | Time: 1522.11 ms
[2021-09-16 22:12:42 main:574] : INFO : Epoch 1918 | loss: 0.0311679 | val_loss: 0.0311823 | Time: 1523.74 ms
[2021-09-16 22:12:44 main:574] : INFO : Epoch 1919 | loss: 0.0311677 | val_loss: 0.0311843 | Time: 1521.34 ms
[2021-09-16 22:12:45 main:574] : INFO : Epoch 1920 | loss: 0.0311703 | val_loss: 0.0312005 | Time: 1524.53 ms
[2021-09-16 22:12:47 main:574] : INFO : Epoch 1921 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 1641.25 ms
[2021-09-16 22:12:49 main:574] : INFO : Epoch 1922 | loss: 0.0311682 | val_loss: 0.0311854 | Time: 1542.02 ms
[2021-09-16 22:12:50 main:574] : INFO : Epoch 1923 | loss: 0.0311672 | val_loss: 0.0311822 | Time: 1574.8 ms
[2021-09-16 22:12:52 main:574] : INFO : Epoch 1924 | loss: 0.0311683 | val_loss: 0.0311872 | Time: 1531.33 ms
[2021-09-16 22:12:53 main:574] : INFO : Epoch 1925 | loss: 0.0311689 | val_loss: 0.0311826 | Time: 1539.08 ms
[2021-09-16 22:12:55 main:574] : INFO : Epoch 1926 | loss: 0.0311693 | val_loss: 0.0311894 | Time: 1532.51 ms
[2021-09-16 22:12:57 main:574] : INFO : Epoch 1927 | loss: 0.0311703 | val_loss: 0.0311912 | Time: 1530.87 ms
[2021-09-16 22:12:58 main:574] : INFO : Epoch 1928 | loss: 0.0311696 | val_loss: 0.0311849 | Time: 1558.46 ms
[2021-09-16 22:13:00 main:574] : INFO : Epoch 1929 | loss: 0.0311671 | val_loss: 0.0311874 | Time: 1528.94 ms
[2021-09-16 22:13:01 main:574] : INFO : Epoch 1930 | loss: 0.0311643 | val_loss: 0.0311913 | Time: 1512.29 ms
[2021-09-16 22:13:03 main:574] : INFO : Epoch 1931 | loss: 0.0311685 | val_loss: 0.031182 | Time: 1532.56 ms
[2021-09-16 22:13:05 main:574] : INFO : Epoch 1932 | loss: 0.0311671 | val_loss: 0.0311825 | Time: 1529.73 ms
[2021-09-16 22:13:06 main:574] : INFO : Epoch 1933 | loss: 0.0311633 | val_loss: 0.0311831 | Time: 1551.07 ms
[2021-09-16 22:13:08 main:574] : INFO : Epoch 1934 | loss: 0.0311644 | val_loss: 0.0311863 | Time: 1636.43 ms
[2021-09-16 22:13:10 main:574] : INFO : Epoch 1935 | loss: 0.0311642 | val_loss: 0.0311877 | Time: 1714.05 ms
[2021-09-16 22:13:12 main:574] : INFO : Epoch 1936 | loss: 0.0311683 | val_loss: 0.031182 | Time: 1751.33 ms
[2021-09-16 22:13:13 main:574] : INFO : Epoch 1937 | loss: 0.0311666 | val_loss: 0.0311932 | Time: 1759.63 ms
[2021-09-16 22:13:15 main:574] : INFO : Epoch 1938 | loss: 0.0311644 | val_loss: 0.0311834 | Time: 1793.17 ms
[2021-09-16 22:13:17 main:574] : INFO : Epoch 1939 | loss: 0.0311627 | val_loss: 0.0311835 | Time: 1810.74 ms
[2021-09-16 22:13:19 main:574] : INFO : Epoch 1940 | loss: 0.0311709 | val_loss: 0.0311868 | Time: 1818 ms
[2021-09-16 22:13:21 main:574] : INFO : Epoch 1941 | loss: 0.0311648 | val_loss: 0.0311797 | Time: 1806.62 ms
[2021-09-16 22:13:23 main:574] : INFO : Epoch 1942 | loss: 0.0311667 | val_loss: 0.0311898 | Time: 1757.69 ms
[2021-09-16 22:13:25 main:574] : INFO : Epoch 1943 | loss: 0.031171 | val_loss: 0.0311788 | Time: 1760.09 ms
[2021-09-16 22:13:26 main:574] : INFO : Epoch 1944 | loss: 0.0311644 | val_loss: 0.0311828 | Time: 1700.45 ms
[2021-09-16 22:13:28 main:574] : INFO : Epoch 1945 | loss: 0.0311672 | val_loss: 0.0311827 | Time: 1863.19 ms
[2021-09-16 22:13:30 main:574] : INFO : Epoch 1946 | loss: 0.0311651 | val_loss: 0.0311913 | Time: 1764.82 ms
[2021-09-16 22:13:32 main:574] : INFO : Epoch 1947 | loss: 0.0311663 | val_loss: 0.0311875 | Time: 1728.74 ms
[2021-09-16 22:13:34 main:574] : INFO : Epoch 1948 | loss: 0.0311638 | val_loss: 0.0311842 | Time: 1786.56 ms
[2021-09-16 22:13:36 main:574] : INFO : Epoch 1949 | loss: 0.0311622 | val_loss: 0.0311976 | Time: 1852.38 ms
[2021-09-16 22:13:38 main:574] : INFO : Epoch 1950 | loss: 0.0311655 | val_loss: 0.0311824 | Time: 1897.54 ms
[2021-09-16 22:13:40 main:574] : INFO : Epoch 1951 | loss: 0.0311623 | val_loss: 0.031181 | Time: 1892.65 ms
[2021-09-16 22:13:42 main:574] : INFO : Epoch 1952 | loss: 0.0311653 | val_loss: 0.0311859 | Time: 1890.29 ms
[2021-09-16 22:13:44 main:574] : INFO : Epoch 1953 | loss: 0.0311607 | val_loss: 0.0311817 | Time: 1932.8 ms
[2021-09-16 22:13:45 main:574] : INFO : Epoch 1954 | loss: 0.0311601 | val_loss: 0.0311855 | Time: 1867.13 ms
[2021-09-16 22:13:47 main:574] : INFO : Epoch 1955 | loss: 0.0311646 | val_loss: 0.0311858 | Time: 1884.5 ms
[2021-09-16 22:13:49 main:574] : INFO : Epoch 1956 | loss: 0.0311674 | val_loss: 0.0311867 | Time: 1887.02 ms
[2021-09-16 22:13:51 main:574] : INFO : Epoch 1957 | loss: 0.0311634 | val_loss: 0.0311826 | Time: 1936.77 ms
[2021-09-16 22:13:53 main:574] : INFO : Epoch 1958 | loss: 0.0311625 | val_loss: 0.03118 | Time: 1945.36 ms
[2021-09-16 22:13:55 main:574] : INFO : Epoch 1959 | loss: 0.0311673 | val_loss: 0.0311832 | Time: 1886.2 ms
[2021-09-16 22:13:57 main:574] : INFO : Epoch 1960 | loss: 0.0311781 | val_loss: 0.0311818 | Time: 1942.23 ms
[2021-09-16 22:13:59 main:574] : INFO : Epoch 1961 | loss: 0.0311735 | val_loss: 0.0311835 | Time: 1909.47 ms
[2021-09-16 22:14:01 main:574] : INFO : Epoch 1962 | loss: 0.0311709 | val_loss: 0.0311747 | Time: 1971.41 ms
[2021-09-16 22:14:03 main:574] : INFO : Epoch 1963 | loss: 0.0311664 | val_loss: 0.0311781 | Time: 1910.98 ms
[2021-09-16 22:14:05 main:574] : INFO : Epoch 1964 | loss: 0.0311653 | val_loss: 0.0311744 | Time: 1904.17 ms
[2021-09-16 22:14:07 main:574] : INFO : Epoch 1965 | loss: 0.0311641 | val_loss: 0.0311774 | Time: 1990.3 ms
[2021-09-16 22:14:09 main:574] : INFO : Epoch 1966 | loss: 0.0311628 | val_loss: 0.0311773 | Time: 1964.61 ms
[2021-09-16 22:14:12 main:574] : INFO : Epoch 1967 | loss: 0.0311619 | val_loss: 0.0311808 | Time: 1961.26 ms
[2021-09-16 22:14:14 main:574] : INFO : Epoch 1968 | loss: 0.0311629 | val_loss: 0.0311869 | Time: 1925.3 ms
[2021-09-16 22:14:16 main:574] : INFO : Epoch 1969 | loss: 0.0311645 | val_loss: 0.031176 | Time: 1941.85 ms
[2021-09-16 22:14:18 main:574] : INFO : Epoch 1970 | loss: 0.0311625 | val_loss: 0.0311787 | Time: 1968.69 ms
[2021-09-16 22:14:20 main:574] : INFO : Epoch 1971 | loss: 0.0311629 | val_loss: 0.0311871 | Time: 1930.7 ms
[2021-09-16 22:14:22 main:574] : INFO : Epoch 1972 | loss: 0.0311607 | val_loss: 0.031178 | Time: 1957.74 ms
[2021-09-16 22:14:24 main:574] : INFO : Epoch 1973 | loss: 0.0311605 | val_loss: 0.031176 | Time: 1959.23 ms
[2021-09-16 22:14:26 main:574] : INFO : Epoch 1974 | loss: 0.0311626 | val_loss: 0.0311776 | Time: 1943.13 ms
[2021-09-16 22:14:28 main:574] : INFO : Epoch 1975 | loss: 0.0311656 | val_loss: 0.0311836 | Time: 1982.84 ms
[2021-09-16 22:14:30 main:574] : INFO : Epoch 1976 | loss: 0.0311601 | val_loss: 0.0311813 | Time: 1923.26 ms
[2021-09-16 22:14:32 main:574] : INFO : Epoch 1977 | loss: 0.0311597 | val_loss: 0.0311802 | Time: 1866.9 ms
[2021-09-16 22:14:34 main:574] : INFO : Epoch 1978 | loss: 0.0311588 | val_loss: 0.0311778 | Time: 1818.59 ms
[2021-09-16 22:14:36 main:574] : INFO : Epoch 1979 | loss: 0.0311582 | val_loss: 0.0311789 | Time: 1796.27 ms
[2021-09-16 22:14:37 main:574] : INFO : Epoch 1980 | loss: 0.0311652 | val_loss: 0.0311886 | Time: 1559.72 ms
[2021-09-16 22:14:39 main:574] : INFO : Epoch 1981 | loss: 0.0311612 | val_loss: 0.031183 | Time: 1544.02 ms
[2021-09-16 22:14:40 main:574] : INFO : Epoch 1982 | loss: 0.0311581 | val_loss: 0.0311782 | Time: 1503.52 ms
[2021-09-16 22:14:42 main:574] : INFO : Epoch 1983 | loss: 0.0311574 | val_loss: 0.0311811 | Time: 1503.58 ms
[2021-09-16 22:14:44 main:574] : INFO : Epoch 1984 | loss: 0.031159 | val_loss: 0.0311842 | Time: 1514.4 ms
[2021-09-16 22:14:45 main:574] : INFO : Epoch 1985 | loss: 0.0311612 | val_loss: 0.0311821 | Time: 1540.4 ms
[2021-09-16 22:14:47 main:574] : INFO : Epoch 1986 | loss: 0.0311624 | val_loss: 0.0311839 | Time: 1533.59 ms
[2021-09-16 22:14:48 main:574] : INFO : Epoch 1987 | loss: 0.0311576 | val_loss: 0.0311787 | Time: 1534.02 ms
[2021-09-16 22:14:50 main:574] : INFO : Epoch 1988 | loss: 0.031157 | val_loss: 0.0311775 | Time: 1526.43 ms
[2021-09-16 22:14:52 main:574] : INFO : Epoch 1989 | loss: 0.0311558 | val_loss: 0.0311783 | Time: 1526.08 ms
[2021-09-16 22:14:53 main:574] : INFO : Epoch 1990 | loss: 0.0311566 | val_loss: 0.0311884 | Time: 1553.27 ms
[2021-09-16 22:14:55 main:574] : INFO : Epoch 1991 | loss: 0.0311619 | val_loss: 0.0311773 | Time: 1516.18 ms
[2021-09-16 22:14:56 main:574] : INFO : Epoch 1992 | loss: 0.031153 | val_loss: 0.0311799 | Time: 1507.26 ms
[2021-09-16 22:14:58 main:574] : INFO : Epoch 1993 | loss: 0.0311531 | val_loss: 0.0311789 | Time: 1529.56 ms
[2021-09-16 22:15:00 main:574] : INFO : Epoch 1994 | loss: 0.0311555 | val_loss: 0.0311848 | Time: 1525.28 ms
[2021-09-16 22:15:01 main:574] : INFO : Epoch 1995 | loss: 0.0311556 | val_loss: 0.0311833 | Time: 1528.38 ms
[2021-09-16 22:15:03 main:574] : INFO : Epoch 1996 | loss: 0.0311562 | val_loss: 0.0311819 | Time: 1550.38 ms
[2021-09-16 22:15:04 main:574] : INFO : Epoch 1997 | loss: 0.031158 | val_loss: 0.0311772 | Time: 1551.25 ms
[2021-09-16 22:15:06 main:574] : INFO : Epoch 1998 | loss: 0.0311563 | val_loss: 0.0311811 | Time: 1527.19 ms
[2021-09-16 22:15:08 main:574] : INFO : Epoch 1999 | loss: 0.0311623 | val_loss: 0.0311874 | Time: 1549.5 ms
[2021-09-16 22:15:09 main:574] : INFO : Epoch 2000 | loss: 0.0311637 | val_loss: 0.0311872 | Time: 1535.57 ms
[2021-09-16 22:15:11 main:574] : INFO : Epoch 2001 | loss: 0.0311592 | val_loss: 0.0311781 | Time: 1563.19 ms
[2021-09-16 22:15:13 main:574] : INFO : Epoch 2002 | loss: 0.0311627 | val_loss: 0.0311828 | Time: 1658.38 ms
[2021-09-16 22:15:15 main:574] : INFO : Epoch 2003 | loss: 0.0311644 | val_loss: 0.0311802 | Time: 1706.37 ms
[2021-09-16 22:15:16 main:574] : INFO : Epoch 2004 | loss: 0.031164 | val_loss: 0.0311782 | Time: 1714.98 ms
[2021-09-16 22:15:18 main:574] : INFO : Epoch 2005 | loss: 0.0311603 | val_loss: 0.0311766 | Time: 1767.1 ms
[2021-09-16 22:15:20 main:574] : INFO : Epoch 2006 | loss: 0.031159 | val_loss: 0.0311767 | Time: 1805.27 ms
[2021-09-16 22:15:22 main:574] : INFO : Epoch 2007 | loss: 0.031155 | val_loss: 0.0311765 | Time: 1815.55 ms
[2021-09-16 22:15:24 main:574] : INFO : Epoch 2008 | loss: 0.0311578 | val_loss: 0.0311803 | Time: 1803.08 ms
[2021-09-16 22:15:26 main:574] : INFO : Epoch 2009 | loss: 0.0311581 | val_loss: 0.0312023 | Time: 1796.72 ms
[2021-09-16 22:15:28 main:574] : INFO : Epoch 2010 | loss: 0.0311651 | val_loss: 0.0311835 | Time: 1779.5 ms
[2021-09-16 22:15:30 main:574] : INFO : Epoch 2011 | loss: 0.0311578 | val_loss: 0.0311766 | Time: 1893.67 ms
[2021-09-16 22:15:31 main:574] : INFO : Epoch 2012 | loss: 0.0311607 | val_loss: 0.0311777 | Time: 1877.82 ms
[2021-09-16 22:15:33 main:574] : INFO : Epoch 2013 | loss: 0.0311534 | val_loss: 0.0311764 | Time: 1846.84 ms
[2021-09-16 22:15:35 main:574] : INFO : Epoch 2014 | loss: 0.031154 | val_loss: 0.0311795 | Time: 1924.53 ms
[2021-09-16 22:15:37 main:574] : INFO : Epoch 2015 | loss: 0.0311554 | val_loss: 0.031181 | Time: 1869.23 ms
[2021-09-16 22:15:39 main:574] : INFO : Epoch 2016 | loss: 0.0311552 | val_loss: 0.0311784 | Time: 1896.61 ms
[2021-09-16 22:15:41 main:574] : INFO : Epoch 2017 | loss: 0.0311532 | val_loss: 0.0311811 | Time: 1944.74 ms
[2021-09-16 22:15:43 main:574] : INFO : Epoch 2018 | loss: 0.0311561 | val_loss: 0.0311755 | Time: 1902.42 ms
[2021-09-16 22:15:45 main:574] : INFO : Epoch 2019 | loss: 0.031154 | val_loss: 0.0311763 | Time: 1852.75 ms
[2021-09-16 22:15:47 main:574] : INFO : Epoch 2020 | loss: 0.0311533 | val_loss: 0.0311783 | Time: 1933.29 ms
[2021-09-16 22:15:49 main:574] : INFO : Epoch 2021 | loss: 0.0311527 | val_loss: 0.0311781 | Time: 1864.93 ms
[2021-09-16 22:15:51 main:574] : INFO : Epoch 2022 | loss: 0.0311526 | val_loss: 0.0311787 | Time: 1953.42 ms
[2021-09-16 22:15:53 main:574] : INFO : Epoch 2023 | loss: 0.0311548 | val_loss: 0.0311832 | Time: 1892.58 ms
[2021-09-16 22:15:55 main:574] : INFO : Epoch 2024 | loss: 0.0311545 | val_loss: 0.0311765 | Time: 1878.16 ms
[2021-09-16 22:15:57 main:574] : INFO : Epoch 2025 | loss: 0.0311529 | val_loss: 0.03118 | Time: 1868.48 ms
[2021-09-16 22:15:59 main:574] : INFO : Epoch 2026 | loss: 0.0311571 | val_loss: 0.0311841 | Time: 1864.45 ms
[2021-09-16 22:16:01 main:574] : INFO : Epoch 2027 | loss: 0.0311542 | val_loss: 0.0311794 | Time: 1893.47 ms
[2021-09-16 22:16:03 main:574] : INFO : Epoch 2028 | loss: 0.0311538 | val_loss: 0.0311849 | Time: 1940.22 ms
[2021-09-16 22:16:05 main:574] : INFO : Epoch 2029 | loss: 0.0311578 | val_loss: 0.0311833 | Time: 1891.44 ms
[2021-09-16 22:16:07 main:574] : INFO : Epoch 2030 | loss: 0.0311561 | val_loss: 0.0311776 | Time: 1919.4 ms
[2021-09-16 22:16:09 main:574] : INFO : Epoch 2031 | loss: 0.0311536 | val_loss: 0.0311861 | Time: 1926.9 ms
[2021-09-16 22:16:11 main:574] : INFO : Epoch 2032 | loss: 0.0311596 | val_loss: 0.0311829 | Time: 1962.99 ms
[2021-09-16 22:16:13 main:574] : INFO : Epoch 2033 | loss: 0.031155 | val_loss: 0.0311773 | Time: 1942.44 ms
[2021-09-16 22:16:15 main:574] : INFO : Epoch 2034 | loss: 0.0311604 | val_loss: 0.0311745 | Time: 1901.9 ms
[2021-09-16 22:16:17 main:574] : INFO : Epoch 2035 | loss: 0.0311561 | val_loss: 0.0311777 | Time: 1925.26 ms
[2021-09-16 22:16:19 main:574] : INFO : Epoch 2036 | loss: 0.0311503 | val_loss: 0.0311742 | Time: 1933 ms
[2021-09-16 22:16:21 main:574] : INFO : Epoch 2037 | loss: 0.0311547 | val_loss: 0.0311837 | Time: 1925.91 ms
[2021-09-16 22:16:23 main:574] : INFO : Epoch 2038 | loss: 0.031156 | val_loss: 0.0311764 | Time: 1930.88 ms
[2021-09-16 22:16:25 main:574] : INFO : Epoch 2039 | loss: 0.0311514 | val_loss: 0.0311793 | Time: 1950.77 ms
[2021-09-16 22:16:27 main:574] : INFO : Epoch 2040 | loss: 0.0311589 | val_loss: 0.0311899 | Time: 1971.28 ms
[2021-09-16 22:16:29 main:574] : INFO : Epoch 2041 | loss: 0.0311565 | val_loss: 0.0311777 | Time: 1976.86 ms
[2021-09-16 22:16:32 main:574] : INFO : Epoch 2042 | loss: 0.0311542 | val_loss: 0.0311801 | Time: 1983.11 ms
[2021-09-16 22:16:34 main:574] : INFO : Epoch 2043 | loss: 0.0311548 | val_loss: 0.0311845 | Time: 1935.04 ms
[2021-09-16 22:16:36 main:574] : INFO : Epoch 2044 | loss: 0.0311557 | val_loss: 0.0311784 | Time: 1953.67 ms
[2021-09-16 22:16:37 main:574] : INFO : Epoch 2045 | loss: 0.0311547 | val_loss: 0.0311793 | Time: 1789.54 ms
[2021-09-16 22:16:39 main:574] : INFO : Epoch 2046 | loss: 0.0311557 | val_loss: 0.0311781 | Time: 1700.63 ms
[2021-09-16 22:16:41 main:574] : INFO : Epoch 2047 | loss: 0.0311534 | val_loss: 0.0311842 | Time: 1533.1 ms
[2021-09-16 22:16:43 main:574] : INFO : Epoch 2048 | loss: 0.0311582 | val_loss: 0.031177 | Time: 1539.18 ms
[2021-09-16 22:16:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031177
[2021-09-16 22:16:43 main:603] : INFO : Saving end state to config to file
[2021-09-16 22:16:43 main:608] : INFO : Success, exiting..
22:16:43 (4444): 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)