Task 8525442
| Name | ParityModified-1634615903-29656-3_0 |
| Workunit | 6022896 |
| Created | 30 Oct 2021, 22:41:19 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 2 Nov 2021, 0:52:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 4 min 54 sec |
| CPU time | 1 hours 4 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 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: 0.0311971 | val_loss: 0.0312103 | Time: 1854.68 ms
[2021-11-01 20:36:13 main:581] : INFO : Epoch 1539 | loss: 0.0311963 | val_loss: 0.0312084 | Time: 1852.74 ms
[2021-11-01 20:36:15 main:581] : INFO : Epoch 1540 | loss: 0.0311954 | val_loss: 0.0312085 | Time: 1858.95 ms
[2021-11-01 20:36:17 main:581] : INFO : Epoch 1541 | loss: 0.0311959 | val_loss: 0.0312085 | Time: 1855.32 ms
[2021-11-01 20:36:18 main:581] : INFO : Epoch 1542 | loss: 0.0311958 | val_loss: 0.0312093 | Time: 1855.82 ms
[2021-11-01 20:36:20 main:581] : INFO : Epoch 1543 | loss: 0.0311948 | val_loss: 0.0312093 | Time: 1856.69 ms
[2021-11-01 20:36:22 main:581] : INFO : Epoch 1544 | loss: 0.0311957 | val_loss: 0.0312074 | Time: 1854.4 ms
[2021-11-01 20:36:24 main:581] : INFO : Epoch 1545 | loss: 0.0311966 | val_loss: 0.0312104 | Time: 1862.91 ms
[2021-11-01 20:36:26 main:581] : INFO : Epoch 1546 | loss: 0.031196 | val_loss: 0.0312085 | Time: 1862.27 ms
[2021-11-01 20:36:28 main:581] : INFO : Epoch 1547 | loss: 0.0311954 | val_loss: 0.0312093 | Time: 1856.55 ms
[2021-11-01 20:36:30 main:581] : INFO : Epoch 1548 | loss: 0.0311946 | val_loss: 0.0312082 | Time: 1854.71 ms
[2021-11-01 20:36:31 main:581] : INFO : Epoch 1549 | loss: 0.031195 | val_loss: 0.0312122 | Time: 1858.72 ms
[2021-11-01 20:36:33 main:581] : INFO : Epoch 1550 | loss: 0.0311954 | val_loss: 0.0312072 | Time: 1856.68 ms
[2021-11-01 20:36:35 main:581] : INFO : Epoch 1551 | loss: 0.0311961 | val_loss: 0.0312102 | Time: 1856.72 ms
[2021-11-01 20:36:37 main:581] : INFO : Epoch 1552 | loss: 0.0311959 | val_loss: 0.0312096 | Time: 1859.29 ms
[2021-11-01 20:36:39 main:581] : INFO : Epoch 1553 | loss: 0.031196 | val_loss: 0.0312097 | Time: 1886.83 ms
[2021-11-01 20:36:41 main:581] : INFO : Epoch 1554 | loss: 0.0311967 | val_loss: 0.0312093 | Time: 1958.99 ms
[2021-11-01 20:36:43 main:581] : INFO : Epoch 1555 | loss: 0.0311952 | val_loss: 0.0312099 | Time: 1897.76 ms
[2021-11-01 20:36:45 main:581] : INFO : Epoch 1556 | loss: 0.031196 | val_loss: 0.0312148 | Time: 1867.81 ms
[2021-11-01 20:36:46 main:581] : INFO : Epoch 1557 | loss: 0.0312024 | val_loss: 0.0312105 | Time: 1867.73 ms
[2021-11-01 20:36:48 main:581] : INFO : Epoch 1558 | loss: 0.0312049 | val_loss: 0.0312106 | Time: 1899.57 ms
[2021-11-01 20:36:50 main:581] : INFO : Epoch 1559 | loss: 0.0312004 | val_loss: 0.031212 | Time: 1864.14 ms
[2021-11-01 20:36:52 main:581] : INFO : Epoch 1560 | loss: 0.0311975 | val_loss: 0.031209 | Time: 1951.72 ms
[2021-11-01 20:36:54 main:581] : INFO : Epoch 1561 | loss: 0.0311974 | val_loss: 0.0312093 | Time: 1958.39 ms
[2021-11-01 20:36:56 main:581] : INFO : Epoch 1562 | loss: 0.0311967 | val_loss: 0.0312156 | Time: 1959.46 ms
[2021-11-01 20:36:58 main:581] : INFO : Epoch 1563 | loss: 0.0311978 | val_loss: 0.0312091 | Time: 1957.61 ms
[2021-11-01 20:37:00 main:581] : INFO : Epoch 1564 | loss: 0.0311988 | val_loss: 0.0312084 | Time: 1990.62 ms
[2021-11-01 20:37:02 main:581] : INFO : Epoch 1565 | loss: 0.0312023 | val_loss: 0.0312084 | Time: 1956.09 ms
[2021-11-01 20:37:04 main:581] : INFO : Epoch 1566 | loss: 0.0311962 | val_loss: 0.0312081 | Time: 1949.44 ms
[2021-11-01 20:37:06 main:581] : INFO : Epoch 1567 | loss: 0.0311956 | val_loss: 0.0312076 | Time: 1952.8 ms
[2021-11-01 20:37:08 main:581] : INFO : Epoch 1568 | loss: 0.0311949 | val_loss: 0.0312088 | Time: 1955.04 ms
[2021-11-01 20:37:10 main:581] : INFO : Epoch 1569 | loss: 0.031195 | val_loss: 0.0312125 | Time: 1900.71 ms
[2021-11-01 20:37:12 main:581] : INFO : Epoch 1570 | loss: 0.0312094 | val_loss: 0.0312129 | Time: 1971.79 ms
[2021-11-01 20:37:14 main:581] : INFO : Epoch 1571 | loss: 0.0312079 | val_loss: 0.031212 | Time: 1955.28 ms
[2021-11-01 20:37:16 main:581] : INFO : Epoch 1572 | loss: 0.031204 | val_loss: 0.0312103 | Time: 1952.91 ms
[2021-11-01 20:37:18 main:581] : INFO : Epoch 1573 | loss: 0.031203 | val_loss: 0.0312097 | Time: 1921.18 ms
[2021-11-01 20:37:19 main:581] : INFO : Epoch 1574 | loss: 0.0312037 | val_loss: 0.0312097 | Time: 1860.8 ms
[2021-11-01 20:37:21 main:581] : INFO : Epoch 1575 | loss: 0.0312033 | val_loss: 0.0312097 | Time: 1860.52 ms
[2021-11-01 20:37:23 main:581] : INFO : Epoch 1576 | loss: 0.0312033 | val_loss: 0.0312111 | Time: 1859.93 ms
[2021-11-01 20:37:25 main:581] : INFO : Epoch 1577 | loss: 0.031201 | val_loss: 0.0312091 | Time: 1973.53 ms
[2021-11-01 20:37:27 main:581] : INFO : Epoch 1578 | loss: 0.0312002 | val_loss: 0.0312104 | Time: 1957.7 ms
[2021-11-01 20:37:29 main:581] : INFO : Epoch 1579 | loss: 0.0311999 | val_loss: 0.0312096 | Time: 1868.48 ms
[2021-11-01 20:37:31 main:581] : INFO : Epoch 1580 | loss: 0.0312001 | val_loss: 0.0312109 | Time: 1953.54 ms
[2021-11-01 20:37:33 main:581] : INFO : Epoch 1581 | loss: 0.0312 | val_loss: 0.0312094 | Time: 1928.29 ms
[2021-11-01 20:37:35 main:581] : INFO : Epoch 1582 | loss: 0.0311998 | val_loss: 0.0312107 | Time: 1958.43 ms
[2021-11-01 20:37:37 main:581] : INFO : Epoch 1583 | loss: 0.0312007 | val_loss: 0.0312135 | Time: 1963.07 ms
[2021-11-01 20:37:39 main:581] : INFO : Epoch 1584 | loss: 0.0312001 | val_loss: 0.0312094 | Time: 1864.97 ms
[2021-11-01 20:37:40 main:581] : INFO : Epoch 1585 | loss: 0.0311998 | val_loss: 0.0312112 | Time: 1863.04 ms
[2021-11-01 20:37:42 main:581] : INFO : Epoch 1586 | loss: 0.0311985 | val_loss: 0.0312112 | Time: 1870.05 ms
[2021-11-01 20:37:44 main:581] : INFO : Epoch 1587 | loss: 0.0312006 | val_loss: 0.0312086 | Time: 1863.23 ms
[2021-11-01 20:37:46 main:581] : INFO : Epoch 1588 | loss: 0.0311987 | val_loss: 0.0312101 | Time: 1862.52 ms
[2021-11-01 20:37:48 main:581] : INFO : Epoch 1589 | loss: 0.0311994 | val_loss: 0.03121 | Time: 1867.25 ms
[2021-11-01 20:37:50 main:581] : INFO : Epoch 1590 | loss: 0.0311986 | val_loss: 0.0312093 | Time: 1862.24 ms
[2021-11-01 20:37:52 main:581] : INFO : Epoch 1591 | loss: 0.0311989 | val_loss: 0.0312091 | Time: 1861.35 ms
[2021-11-01 20:37:54 main:581] : INFO : Epoch 1592 | loss: 0.0311981 | val_loss: 0.0312104 | Time: 1863.04 ms
[2021-11-01 20:37:55 main:581] : INFO : Epoch 1593 | loss: 0.0311971 | val_loss: 0.0312097 | Time: 1861.23 ms
[2021-11-01 20:37:57 main:581] : INFO : Epoch 1594 | loss: 0.0311982 | val_loss: 0.0312117 | Time: 1865.2 ms
[2021-11-01 20:37:59 main:581] : INFO : Epoch 1595 | loss: 0.0311975 | val_loss: 0.0312084 | Time: 1857.37 ms
[2021-11-01 20:38:01 main:581] : INFO : Epoch 1596 | loss: 0.0311989 | val_loss: 0.0312113 | Time: 1853.28 ms
[2021-11-01 20:38:03 main:581] : INFO : Epoch 1597 | loss: 0.031197 | val_loss: 0.0312101 | Time: 1863.65 ms
[2021-11-01 20:38:05 main:581] : INFO : Epoch 1598 | loss: 0.0311973 | val_loss: 0.0312102 | Time: 1866.07 ms
[2021-11-01 20:38:07 main:581] : INFO : Epoch 1599 | loss: 0.0311976 | val_loss: 0.0312097 | Time: 1895.66 ms
[2021-11-01 20:38:09 main:581] : INFO : Epoch 1600 | loss: 0.0311976 | val_loss: 0.0312097 | Time: 1942.53 ms
[2021-11-01 20:38:10 main:581] : INFO : Epoch 1601 | loss: 0.0311977 | val_loss: 0.0312092 | Time: 1901.76 ms
[2021-11-01 20:38:12 main:581] : INFO : Epoch 1602 | loss: 0.0311988 | val_loss: 0.031209 | Time: 1865.16 ms
[2021-11-01 20:38:14 main:581] : INFO : Epoch 1603 | loss: 0.0311983 | val_loss: 0.0312107 | Time: 1863.86 ms
[2021-11-01 20:38:16 main:581] : INFO : Epoch 1604 | loss: 0.0311971 | val_loss: 0.0312097 | Time: 1863.95 ms
[2021-11-01 20:38:18 main:581] : INFO : Epoch 1605 | loss: 0.0311981 | val_loss: 0.0312103 | Time: 1860.6 ms
[2021-11-01 20:38:20 main:581] : INFO : Epoch 1606 | loss: 0.031198 | val_loss: 0.0312091 | Time: 1862.7 ms
[2021-11-01 20:38:22 main:581] : INFO : Epoch 1607 | loss: 0.0311968 | val_loss: 0.0312096 | Time: 1853.99 ms
[2021-11-01 20:38:23 main:581] : INFO : Epoch 1608 | loss: 0.0311965 | val_loss: 0.0312099 | Time: 1862.56 ms
[2021-11-01 20:38:25 main:581] : INFO : Epoch 1609 | loss: 0.0311976 | val_loss: 0.0312098 | Time: 1859.78 ms
[2021-11-01 20:38:27 main:581] : INFO : Epoch 1610 | loss: 0.031197 | val_loss: 0.0312111 | Time: 1859.55 ms
[2021-11-01 20:38:29 main:581] : INFO : Epoch 1611 | loss: 0.031199 | val_loss: 0.0312111 | Time: 1863.28 ms
[2021-11-01 20:38:31 main:581] : INFO : Epoch 1612 | loss: 0.0311966 | val_loss: 0.0312086 | Time: 1869.64 ms
[2021-11-01 20:38:33 main:581] : INFO : Epoch 1613 | loss: 0.0311958 | val_loss: 0.0312091 | Time: 1865.48 ms
[2021-11-01 20:38:35 main:581] : INFO : Epoch 1614 | loss: 0.0311954 | val_loss: 0.0312097 | Time: 1863.09 ms
[2021-11-01 20:38:37 main:581] : INFO : Epoch 1615 | loss: 0.0311971 | val_loss: 0.0312104 | Time: 1857.14 ms
[2021-11-01 20:38:38 main:581] : INFO : Epoch 1616 | loss: 0.031196 | val_loss: 0.031209 | Time: 1910.74 ms
[2021-11-01 20:38:40 main:581] : INFO : Epoch 1617 | loss: 0.0311973 | val_loss: 0.0312094 | Time: 1975.12 ms
[2021-11-01 20:38:42 main:581] : INFO : Epoch 1618 | loss: 0.0311973 | val_loss: 0.0312091 | Time: 1974.7 ms
[2021-11-01 20:38:44 main:581] : INFO : Epoch 1619 | loss: 0.031197 | val_loss: 0.0312097 | Time: 1968.73 ms
[2021-11-01 20:38:46 main:581] : INFO : Epoch 1620 | loss: 0.0311972 | val_loss: 0.0312111 | Time: 1958.77 ms
[2021-11-01 20:38:48 main:581] : INFO : Epoch 1621 | loss: 0.0311987 | val_loss: 0.0312084 | Time: 1983.2 ms
[2021-11-01 20:38:50 main:581] : INFO : Epoch 1622 | loss: 0.0311973 | val_loss: 0.0312189 | Time: 1954.67 ms
[2021-11-01 20:38:52 main:581] : INFO : Epoch 1623 | loss: 0.0311977 | val_loss: 0.0312098 | Time: 1953.61 ms
[2021-11-01 20:38:54 main:581] : INFO : Epoch 1624 | loss: 0.0311971 | val_loss: 0.0312084 | Time: 1948.19 ms
[2021-11-01 20:38:56 main:581] : INFO : Epoch 1625 | loss: 0.0311959 | val_loss: 0.0312093 | Time: 1892.94 ms
[2021-11-01 20:38:58 main:581] : INFO : Epoch 1626 | loss: 0.0311959 | val_loss: 0.0312093 | Time: 1863.37 ms
[2021-11-01 20:39:00 main:581] : INFO : Epoch 1627 | loss: 0.0311968 | val_loss: 0.0312088 | Time: 1866.11 ms
[2021-11-01 20:39:02 main:581] : INFO : Epoch 1628 | loss: 0.0311962 | val_loss: 0.0312098 | Time: 1862.98 ms
[2021-11-01 20:39:04 main:581] : INFO : Epoch 1629 | loss: 0.0311964 | val_loss: 0.0312089 | Time: 1862 ms
[2021-11-01 20:39:05 main:581] : INFO : Epoch 1630 | loss: 0.0311961 | val_loss: 0.0312079 | Time: 1859.33 ms
[2021-11-01 20:39:07 main:581] : INFO : Epoch 1631 | loss: 0.0311961 | val_loss: 0.0312094 | Time: 1869.49 ms
[2021-11-01 20:39:09 main:581] : INFO : Epoch 1632 | loss: 0.0311954 | val_loss: 0.0312126 | Time: 1889.77 ms
[2021-11-01 20:39:11 main:581] : INFO : Epoch 1633 | loss: 0.0311962 | val_loss: 0.0312067 | Time: 1881.61 ms
[2021-11-01 20:39:13 main:581] : INFO : Epoch 1634 | loss: 0.0311962 | val_loss: 0.0312099 | Time: 1888.41 ms
[2021-11-01 20:39:15 main:581] : INFO : Epoch 1635 | loss: 0.0311955 | val_loss: 0.0312089 | Time: 1865.38 ms
[2021-11-01 20:39:17 main:581] : INFO : Epoch 1636 | loss: 0.0311968 | val_loss: 0.0312099 | Time: 1862.37 ms
[2021-11-01 20:39:19 main:581] : INFO : Epoch 1637 | loss: 0.0311964 | val_loss: 0.031211 | Time: 1898.35 ms
[2021-11-01 20:39:20 main:581] : INFO : Epoch 1638 | loss: 0.0311969 | val_loss: 0.0312087 | Time: 1926.45 ms
[2021-11-01 20:39:22 main:581] : INFO : Epoch 1639 | loss: 0.0311961 | val_loss: 0.0312096 | Time: 1956.61 ms
[2021-11-01 20:39:24 main:581] : INFO : Epoch 1640 | loss: 0.0311967 | val_loss: 0.031208 | Time: 1961.74 ms
[2021-11-01 20:39:26 main:581] : INFO : Epoch 1641 | loss: 0.0312083 | val_loss: 0.031221 | Time: 1961.75 ms
[2021-11-01 20:39:28 main:581] : INFO : Epoch 1642 | loss: 0.0312042 | val_loss: 0.0312086 | Time: 1961.68 ms
[2021-11-01 20:39:30 main:581] : INFO : Epoch 1643 | loss: 0.0311969 | val_loss: 0.0312084 | Time: 1909.82 ms
[2021-11-01 20:39:32 main:581] : INFO : Epoch 1644 | loss: 0.0311969 | val_loss: 0.0312059 | Time: 1864.43 ms
[2021-11-01 20:39:34 main:581] : INFO : Epoch 1645 | loss: 0.0311966 | val_loss: 0.031207 | Time: 1959.84 ms
[2021-11-01 20:39:36 main:581] : INFO : Epoch 1646 | loss: 0.0311965 | val_loss: 0.0312069 | Time: 1968.87 ms
[2021-11-01 20:39:38 main:581] : INFO : Epoch 1647 | loss: 0.0311993 | val_loss: 0.0312158 | Time: 1969.5 ms
[2021-11-01 20:39:40 main:581] : INFO : Epoch 1648 | loss: 0.0312 | val_loss: 0.0312083 | Time: 1949.53 ms
[2021-11-01 20:39:42 main:581] : INFO : Epoch 1649 | loss: 0.0311976 | val_loss: 0.031208 | Time: 1955.26 ms
[2021-11-01 20:39:44 main:581] : INFO : Epoch 1650 | loss: 0.0311965 | val_loss: 0.0312066 | Time: 1953.75 ms
[2021-11-01 20:39:46 main:581] : INFO : Epoch 1651 | loss: 0.0311954 | val_loss: 0.0312088 | Time: 1973.73 ms
[2021-11-01 20:39:48 main:581] : INFO : Epoch 1652 | loss: 0.031196 | val_loss: 0.031209 | Time: 1945.03 ms
[2021-11-01 20:39:50 main:581] : INFO : Epoch 1653 | loss: 0.0311952 | val_loss: 0.0312069 | Time: 1962.07 ms
[2021-11-01 20:39:52 main:581] : INFO : Epoch 1654 | loss: 0.0311953 | val_loss: 0.031206 | Time: 1871.75 ms
[2021-11-01 20:39:53 main:581] : INFO : Epoch 1655 | loss: 0.0311948 | val_loss: 0.0312065 | Time: 1877.46 ms
[2021-11-01 20:39:55 main:581] : INFO : Epoch 1656 | loss: 0.0311948 | val_loss: 0.0312077 | Time: 1894.84 ms
[2021-11-01 20:39:57 main:581] : INFO : Epoch 1657 | loss: 0.0311949 | val_loss: 0.0312075 | Time: 1900.57 ms
[2021-11-01 20:39:59 main:581] : INFO : Epoch 1658 | loss: 0.0311951 | val_loss: 0.031208 | Time: 1897.04 ms
[2021-11-01 20:40:01 main:581] : INFO : Epoch 1659 | loss: 0.0311945 | val_loss: 0.0312065 | Time: 1874.87 ms
[2021-11-01 20:40:03 main:581] : INFO : Epoch 1660 | loss: 0.0311952 | val_loss: 0.0312071 | Time: 1866.31 ms
[2021-11-01 20:40:05 main:581] : INFO : Epoch 1661 | loss: 0.0311956 | val_loss: 0.0312081 | Time: 1872.68 ms
[2021-11-01 20:40:07 main:581] : INFO : Epoch 1662 | loss: 0.0311952 | val_loss: 0.0312051 | Time: 1876.35 ms
[2021-11-01 20:40:09 main:581] : INFO : Epoch 1663 | loss: 0.0311954 | val_loss: 0.0312076 | Time: 1874.13 ms
[2021-11-01 20:40:10 main:581] : INFO : Epoch 1664 | loss: 0.0311962 | val_loss: 0.031209 | Time: 1960.64 ms
[2021-11-01 20:40:12 main:581] : INFO : Epoch 1665 | loss: 0.0311985 | val_loss: 0.0312075 | Time: 1954.45 ms
[2021-11-01 20:40:14 main:581] : INFO : Epoch 1666 | loss: 0.0311963 | val_loss: 0.0312064 | Time: 1959.31 ms
[2021-11-01 20:40:16 main:581] : INFO : Epoch 1667 | loss: 0.0311969 | val_loss: 0.0312086 | Time: 1979.25 ms
[2021-11-01 20:40:18 main:581] : INFO : Epoch 1668 | loss: 0.0311968 | val_loss: 0.0312066 | Time: 1929.78 ms
[2021-11-01 20:40:20 main:581] : INFO : Epoch 1669 | loss: 0.0311951 | val_loss: 0.0312068 | Time: 1883.12 ms
[2021-11-01 20:40:22 main:581] : INFO : Epoch 1670 | loss: 0.0311943 | val_loss: 0.0312072 | Time: 1865.56 ms
[2021-11-01 20:40:24 main:581] : INFO : Epoch 1671 | loss: 0.0311945 | val_loss: 0.0312077 | Time: 1868.64 ms
[2021-11-01 20:40:26 main:581] : INFO : Epoch 1672 | loss: 0.031195 | val_loss: 0.0312064 | Time: 1862.65 ms
[2021-11-01 20:40:28 main:581] : INFO : Epoch 1673 | loss: 0.0311943 | val_loss: 0.0312064 | Time: 1859.8 ms
[2021-11-01 20:40:29 main:581] : INFO : Epoch 1674 | loss: 0.031195 | val_loss: 0.0312074 | Time: 1858.04 ms
[2021-11-01 20:40:31 main:581] : INFO : Epoch 1675 | loss: 0.0311955 | val_loss: 0.0312074 | Time: 1859.99 ms
[2021-11-01 20:40:33 main:581] : INFO : Epoch 1676 | loss: 0.0311966 | val_loss: 0.0312083 | Time: 1857.56 ms
[2021-11-01 20:40:35 main:581] : INFO : Epoch 1677 | loss: 0.0311957 | val_loss: 0.0312091 | Time: 1858.41 ms
[2021-11-01 20:40:37 main:581] : INFO : Epoch 1678 | loss: 0.0311963 | val_loss: 0.0312093 | Time: 1932.48 ms
[2021-11-01 20:40:39 main:581] : INFO : Epoch 1679 | loss: 0.0311953 | val_loss: 0.0312083 | Time: 1866.66 ms
[2021-11-01 20:40:41 main:581] : INFO : Epoch 1680 | loss: 0.0311958 | val_loss: 0.0312068 | Time: 1863.97 ms
[2021-11-01 20:40:43 main:581] : INFO : Epoch 1681 | loss: 0.0311962 | val_loss: 0.0312084 | Time: 1853.38 ms
[2021-11-01 20:40:44 main:581] : INFO : Epoch 1682 | loss: 0.0311973 | val_loss: 0.0312113 | Time: 1862.27 ms
[2021-11-01 20:40:46 main:581] : INFO : Epoch 1683 | loss: 0.031202 | val_loss: 0.0312108 | Time: 1859.78 ms
[2021-11-01 20:40:48 main:581] : INFO : Epoch 1684 | loss: 0.0312079 | val_loss: 0.0312245 | Time: 1860.39 ms
[2021-11-01 20:40:50 main:581] : INFO : Epoch 1685 | loss: 0.0312099 | val_loss: 0.0312128 | Time: 1863.54 ms
[2021-11-01 20:40:52 main:581] : INFO : Epoch 1686 | loss: 0.031204 | val_loss: 0.0312132 | Time: 1861.18 ms
[2021-11-01 20:40:54 main:581] : INFO : Epoch 1687 | loss: 0.031198 | val_loss: 0.0312098 | Time: 1871.11 ms
[2021-11-01 20:40:56 main:581] : INFO : Epoch 1688 | loss: 0.0311985 | val_loss: 0.0312088 | Time: 1871.93 ms
[2021-11-01 20:40:58 main:581] : INFO : Epoch 1689 | loss: 0.0312003 | val_loss: 0.0312069 | Time: 1869.81 ms
[2021-11-01 20:40:59 main:581] : INFO : Epoch 1690 | loss: 0.0311973 | val_loss: 0.0312079 | Time: 1870.44 ms
[2021-11-01 20:41:01 main:581] : INFO : Epoch 1691 | loss: 0.0311963 | val_loss: 0.0312069 | Time: 1868.55 ms
[2021-11-01 20:41:03 main:581] : INFO : Epoch 1692 | loss: 0.0311955 | val_loss: 0.0312055 | Time: 1861.34 ms
[2021-11-01 20:41:05 main:581] : INFO : Epoch 1693 | loss: 0.0311962 | val_loss: 0.0312065 | Time: 1864.8 ms
[2021-11-01 20:41:07 main:581] : INFO : Epoch 1694 | loss: 0.0311957 | val_loss: 0.0312072 | Time: 1869.36 ms
[2021-11-01 20:41:09 main:581] : INFO : Epoch 1695 | loss: 0.031195 | val_loss: 0.0312063 | Time: 1869.15 ms
[2021-11-01 20:41:11 main:581] : INFO : Epoch 1696 | loss: 0.0311971 | val_loss: 0.0312101 | Time: 1863.03 ms
[2021-11-01 20:41:12 main:581] : INFO : Epoch 1697 | loss: 0.0311964 | val_loss: 0.0312062 | Time: 1865.5 ms
[2021-11-01 20:41:14 main:581] : INFO : Epoch 1698 | loss: 0.0311965 | val_loss: 0.0312064 | Time: 1885.78 ms
[2021-11-01 20:41:16 main:581] : INFO : Epoch 1699 | loss: 0.0311961 | val_loss: 0.0312077 | Time: 1922.77 ms
[2021-11-01 20:41:18 main:581] : INFO : Epoch 1700 | loss: 0.0311982 | val_loss: 0.031209 | Time: 1918.33 ms
[2021-11-01 20:41:20 main:581] : INFO : Epoch 1701 | loss: 0.031196 | val_loss: 0.0312085 | Time: 1998.19 ms
[2021-11-01 20:41:22 main:581] : INFO : Epoch 1702 | loss: 0.0311949 | val_loss: 0.0312072 | Time: 1915.78 ms
[2021-11-01 20:41:24 main:581] : INFO : Epoch 1703 | loss: 0.0311945 | val_loss: 0.0312075 | Time: 1869.1 ms
[2021-11-01 20:41:26 main:581] : INFO : Epoch 1704 | loss: 0.0311956 | val_loss: 0.0312084 | Time: 1867.52 ms
[2021-11-01 20:41:28 main:581] : INFO : Epoch 1705 | loss: 0.0311947 | val_loss: 0.031208 | Time: 1924.36 ms
[2021-11-01 20:41:30 main:581] : INFO : Epoch 1706 | loss: 0.0311946 | val_loss: 0.0312097 | Time: 1969.24 ms
[2021-11-01 20:41:32 main:581] : INFO : Epoch 1707 | loss: 0.031195 | val_loss: 0.0312103 | Time: 1962.03 ms
[2021-11-01 20:41:34 main:581] : INFO : Epoch 1708 | loss: 0.0312115 | val_loss: 0.0312123 | Time: 1929.46 ms
[2021-11-01 20:41:36 main:581] : INFO : Epoch 1709 | loss: 0.0312315 | val_loss: 0.0312362 | Time: 1898.21 ms
[2021-11-01 20:41:37 main:581] : INFO : Epoch 1710 | loss: 0.0312406 | val_loss: 0.0312399 | Time: 1872.57 ms
[2021-11-01 20:41:39 main:581] : INFO : Epoch 1711 | loss: 0.0312334 | val_loss: 0.0312237 | Time: 1854.52 ms
[2021-11-01 20:41:41 main:581] : INFO : Epoch 1712 | loss: 0.0312189 | val_loss: 0.0312167 | Time: 1862.98 ms
[2021-11-01 20:41:43 main:581] : INFO : Epoch 1713 | loss: 0.0312157 | val_loss: 0.0312146 | Time: 1864.59 ms
[2021-11-01 20:41:45 main:581] : INFO : Epoch 1714 | loss: 0.0312115 | val_loss: 0.031215 | Time: 1863.88 ms
[2021-11-01 20:41:47 main:581] : INFO : Epoch 1715 | loss: 0.0312112 | val_loss: 0.0312135 | Time: 1859.1 ms
[2021-11-01 20:41:49 main:581] : INFO : Epoch 1716 | loss: 0.0312102 | val_loss: 0.0312165 | Time: 1857.95 ms
[2021-11-01 20:41:50 main:581] : INFO : Epoch 1717 | loss: 0.0312088 | val_loss: 0.0312128 | Time: 1859.04 ms
[2021-11-01 20:41:52 main:581] : INFO : Epoch 1718 | loss: 0.0312083 | val_loss: 0.0312138 | Time: 1860.87 ms
[2021-11-01 20:41:54 main:581] : INFO : Epoch 1719 | loss: 0.0312077 | val_loss: 0.031214 | Time: 1859.03 ms
[2021-11-01 20:41:56 main:581] : INFO : Epoch 1720 | loss: 0.0312078 | val_loss: 0.0312137 | Time: 1859.78 ms
[2021-11-01 20:41:58 main:581] : INFO : Epoch 1721 | loss: 0.0312073 | val_loss: 0.0312139 | Time: 1862.9 ms
[2021-11-01 20:42:00 main:581] : INFO : Epoch 1722 | loss: 0.0312068 | val_loss: 0.0312132 | Time: 1875.64 ms
[2021-11-01 20:42:02 main:581] : INFO : Epoch 1723 | loss: 0.0312068 | val_loss: 0.0312138 | Time: 1954.88 ms
[2021-11-01 20:42:04 main:581] : INFO : Epoch 1724 | loss: 0.0312066 | val_loss: 0.0312142 | Time: 1942.75 ms
[2021-11-01 20:42:06 main:581] : INFO : Epoch 1725 | loss: 0.0312064 | val_loss: 0.0312139 | Time: 1940.48 ms
[2021-11-01 20:42:08 main:581] : INFO : Epoch 1726 | loss: 0.0312063 | val_loss: 0.0312143 | Time: 1952.31 ms
[2021-11-01 20:42:09 main:581] : INFO : Epoch 1727 | loss: 0.031205 | val_loss: 0.0312123 | Time: 1950.22 ms
[2021-11-01 20:42:11 main:581] : INFO : Epoch 1728 | loss: 0.0312065 | val_loss: 0.031214 | Time: 1903.58 ms
[2021-11-01 20:42:13 main:581] : INFO : Epoch 1729 | loss: 0.0312058 | val_loss: 0.0312128 | Time: 1886.89 ms
[2021-11-01 20:42:15 main:581] : INFO : Epoch 1730 | loss: 0.0312053 | val_loss: 0.031212 | Time: 1869.07 ms
[2021-11-01 20:42:17 main:581] : INFO : Epoch 1731 | loss: 0.0312048 | val_loss: 0.0312118 | Time: 1870.55 ms
[2021-11-01 20:42:19 main:581] : INFO : Epoch 1732 | loss: 0.0312049 | val_loss: 0.0312133 | Time: 1885.76 ms
[2021-11-01 20:42:21 main:581] : INFO : Epoch 1733 | loss: 0.0312043 | val_loss: 0.031213 | Time: 1934.08 ms
[2021-11-01 20:42:23 main:581] : INFO : Epoch 1734 | loss: 0.0312054 | val_loss: 0.031211 | Time: 1859.03 ms
[2021-11-01 20:42:25 main:581] : INFO : Epoch 1735 | loss: 0.0312051 | val_loss: 0.0312164 | Time: 1862.41 ms
[2021-11-01 20:42:26 main:581] : INFO : Epoch 1736 | loss: 0.0312048 | val_loss: 0.0312125 | Time: 1869.55 ms
[2021-11-01 20:42:28 main:581] : INFO : Epoch 1737 | loss: 0.0312043 | val_loss: 0.0312131 | Time: 1866.2 ms
[2021-11-01 20:42:30 main:581] : INFO : Epoch 1738 | loss: 0.0312068 | val_loss: 0.0312134 | Time: 1877.91 ms
[2021-11-01 20:42:32 main:581] : INFO : Epoch 1739 | loss: 0.0312056 | val_loss: 0.0312126 | Time: 1878.36 ms
[2021-11-01 20:42:34 main:581] : INFO : Epoch 1740 | loss: 0.0312048 | val_loss: 0.0312136 | Time: 1873.68 ms
[2021-11-01 20:42:36 main:581] : INFO : Epoch 1741 | loss: 0.031205 | val_loss: 0.0312119 | Time: 1952.54 ms
[2021-11-01 20:42:38 main:581] : INFO : Epoch 1742 | loss: 0.0312042 | val_loss: 0.0312135 | Time: 1948.64 ms
[2021-11-01 20:42:40 main:581] : INFO : Epoch 1743 | loss: 0.0312037 | val_loss: 0.0312117 | Time: 1932.55 ms
[2021-11-01 20:42:42 main:581] : INFO : Epoch 1744 | loss: 0.0312032 | val_loss: 0.0312116 | Time: 1928.43 ms
[2021-11-01 20:42:44 main:581] : INFO : Epoch 1745 | loss: 0.0312035 | val_loss: 0.0312131 | Time: 1963.51 ms
[2021-11-01 20:42:46 main:581] : INFO : Epoch 1746 | loss: 0.0312037 | val_loss: 0.0312142 | Time: 1891.63 ms
[2021-11-01 20:42:47 main:581] : INFO : Epoch 1747 | loss: 0.0312034 | val_loss: 0.031211 | Time: 1864.5 ms
[2021-11-01 20:42:49 main:581] : INFO : Epoch 1748 | loss: 0.0312029 | val_loss: 0.0312111 | Time: 1861.95 ms
[2021-11-01 20:42:51 main:581] : INFO : Epoch 1749 | loss: 0.0312025 | val_loss: 0.0312106 | Time: 1957.74 ms
[2021-11-01 20:42:53 main:581] : INFO : Epoch 1750 | loss: 0.0312042 | val_loss: 0.031212 | Time: 1883.1 ms
[2021-11-01 20:42:55 main:581] : INFO : Epoch 1751 | loss: 0.0312055 | val_loss: 0.0312151 | Time: 1855.56 ms
[2021-11-01 20:42:57 main:581] : INFO : Epoch 1752 | loss: 0.0312047 | val_loss: 0.0312108 | Time: 1854.31 ms
[2021-11-01 20:42:59 main:581] : INFO : Epoch 1753 | loss: 0.0312027 | val_loss: 0.0312137 | Time: 1859.2 ms
[2021-11-01 20:43:01 main:581] : INFO : Epoch 1754 | loss: 0.0312024 | val_loss: 0.0312112 | Time: 1871.59 ms
[2021-11-01 20:43:02 main:581] : INFO : Epoch 1755 | loss: 0.0312018 | val_loss: 0.0312105 | Time: 1906.45 ms
[2021-11-01 20:43:04 main:581] : INFO : Epoch 1756 | loss: 0.0312025 | val_loss: 0.0312117 | Time: 1855.68 ms
[2021-11-01 20:43:06 main:581] : INFO : Epoch 1757 | loss: 0.0312052 | val_loss: 0.0312151 | Time: 1900.12 ms
[2021-11-01 20:43:08 main:581] : INFO : Epoch 1758 | loss: 0.031205 | val_loss: 0.0312149 | Time: 1891.4 ms
[2021-11-01 20:43:10 main:581] : INFO : Epoch 1759 | loss: 0.0312021 | val_loss: 0.0312119 | Time: 1864.36 ms
[2021-11-01 20:43:12 main:581] : INFO : Epoch 1760 | loss: 0.0312013 | val_loss: 0.0312123 | Time: 1865.74 ms
[2021-11-01 20:43:14 main:581] : INFO : Epoch 1761 | loss: 0.0312022 | val_loss: 0.0312119 | Time: 1866.07 ms
[2021-11-01 20:43:16 main:581] : INFO : Epoch 1762 | loss: 0.0312042 | val_loss: 0.0312131 | Time: 1864.85 ms
[2021-11-01 20:43:17 main:581] : INFO : Epoch 1763 | loss: 0.0312035 | val_loss: 0.0312111 | Time: 1866.42 ms
[2021-11-01 20:43:19 main:581] : INFO : Epoch 1764 | loss: 0.0312019 | val_loss: 0.0312113 | Time: 1863.28 ms
[2021-11-01 20:43:21 main:581] : INFO : Epoch 1765 | loss: 0.0312003 | val_loss: 0.0312108 | Time: 1864.92 ms
[2021-11-01 20:43:23 main:581] : INFO : Epoch 1766 | loss: 0.0312016 | val_loss: 0.03121 | Time: 1873.64 ms
[2021-11-01 20:43:25 main:581] : INFO : Epoch 1767 | loss: 0.0312017 | val_loss: 0.0312131 | Time: 1861.84 ms
[2021-11-01 20:43:27 main:581] : INFO : Epoch 1768 | loss: 0.0312023 | val_loss: 0.0312104 | Time: 1870.7 ms
[2021-11-01 20:43:29 main:581] : INFO : Epoch 1769 | loss: 0.031201 | val_loss: 0.0312107 | Time: 1867.09 ms
[2021-11-01 20:43:30 main:581] : INFO : Epoch 1770 | loss: 0.031201 | val_loss: 0.0312128 | Time: 1871.39 ms
[2021-11-01 20:43:32 main:581] : INFO : Epoch 1771 | loss: 0.0312022 | val_loss: 0.0312113 | Time: 1865.59 ms
[2021-11-01 20:43:34 main:581] : INFO : Epoch 1772 | loss: 0.0312024 | val_loss: 0.0312112 | Time: 1859.29 ms
[2021-11-01 20:43:36 main:581] : INFO : Epoch 1773 | loss: 0.0312003 | val_loss: 0.0312119 | Time: 1859.63 ms
[2021-11-01 20:43:38 main:581] : INFO : Epoch 1774 | loss: 0.0312008 | val_loss: 0.0312122 | Time: 1877.46 ms
[2021-11-01 20:43:40 main:581] : INFO : Epoch 1775 | loss: 0.0312002 | val_loss: 0.0312114 | Time: 1884.27 ms
[2021-11-01 20:43:42 main:581] : INFO : Epoch 1776 | loss: 0.0312004 | val_loss: 0.0312104 | Time: 1950.06 ms
[2021-11-01 20:43:44 main:581] : INFO : Epoch 1777 | loss: 0.0312003 | val_loss: 0.0312115 | Time: 1860.11 ms
[2021-11-01 20:43:46 main:581] : INFO : Epoch 1778 | loss: 0.0312002 | val_loss: 0.0312112 | Time: 1912.28 ms
[2021-11-01 20:43:48 main:581] : INFO : Epoch 1779 | loss: 0.0312007 | val_loss: 0.0312104 | Time: 1950.16 ms
[2021-11-01 20:43:49 main:581] : INFO : Epoch 1780 | loss: 0.0312004 | val_loss: 0.0312108 | Time: 1905.16 ms
[2021-11-01 20:43:51 main:581] : INFO : Epoch 1781 | loss: 0.0312001 | val_loss: 0.0312107 | Time: 1860.85 ms
[2021-11-01 20:43:53 main:581] : INFO : Epoch 1782 | loss: 0.0311995 | val_loss: 0.0312124 | Time: 1859.15 ms
[2021-11-01 20:43:55 main:581] : INFO : Epoch 1783 | loss: 0.0311994 | val_loss: 0.0312112 | Time: 1858.36 ms
[2021-11-01 20:43:57 main:581] : INFO : Epoch 1784 | loss: 0.0312005 | val_loss: 0.0312118 | Time: 1856.66 ms
[2021-11-01 20:43:59 main:581] : INFO : Epoch 1785 | loss: 0.0311993 | val_loss: 0.0312106 | Time: 1876.08 ms
[2021-11-01 20:44:01 main:581] : INFO : Epoch 1786 | loss: 0.0311991 | val_loss: 0.0312129 | Time: 1866.43 ms
[2021-11-01 20:44:02 main:581] : INFO : Epoch 1787 | loss: 0.0311986 | val_loss: 0.0312096 | Time: 1874.63 ms
[2021-11-01 20:44:04 main:581] : INFO : Epoch 1788 | loss: 0.0312002 | val_loss: 0.0312111 | Time: 1858.06 ms
[2021-11-01 20:44:06 main:581] : INFO : Epoch 1789 | loss: 0.0311997 | val_loss: 0.0312106 | Time: 1856.45 ms
[2021-11-01 20:44:08 main:581] : INFO : Epoch 1790 | loss: 0.0311992 | val_loss: 0.0312099 | Time: 1856.67 ms
[2021-11-01 20:44:10 main:581] : INFO : Epoch 1791 | loss: 0.031199 | val_loss: 0.0312114 | Time: 1856.51 ms
[2021-11-01 20:44:12 main:581] : INFO : Epoch 1792 | loss: 0.0311989 | val_loss: 0.0312105 | Time: 1864.08 ms
[2021-11-01 20:44:14 main:581] : INFO : Epoch 1793 | loss: 0.0311987 | val_loss: 0.0312104 | Time: 1866.4 ms
[2021-11-01 20:44:15 main:581] : INFO : Epoch 1794 | loss: 0.0311988 | val_loss: 0.0312101 | Time: 1863.96 ms
[2021-11-01 20:44:17 main:581] : INFO : Epoch 1795 | loss: 0.0311998 | val_loss: 0.0312109 | Time: 1862.15 ms
[2021-11-01 20:44:19 main:581] : INFO : Epoch 1796 | loss: 0.0311989 | val_loss: 0.0312113 | Time: 1863.56 ms
[2021-11-01 20:44:21 main:581] : INFO : Epoch 1797 | loss: 0.0311985 | val_loss: 0.0312099 | Time: 1878.66 ms
[2021-11-01 20:44:23 main:581] : INFO : Epoch 1798 | loss: 0.0311989 | val_loss: 0.0312104 | Time: 1946.14 ms
[2021-11-01 20:44:25 main:581] : INFO : Epoch 1799 | loss: 0.031203 | val_loss: 0.0312146 | Time: 1950.57 ms
[2021-11-01 20:44:27 main:581] : INFO : Epoch 1800 | loss: 0.0312013 | val_loss: 0.0312095 | Time: 1908.8 ms
[2021-11-01 20:44:29 main:581] : INFO : Epoch 1801 | loss: 0.0311987 | val_loss: 0.0312102 | Time: 1863.86 ms
[2021-11-01 20:44:31 main:581] : INFO : Epoch 1802 | loss: 0.0311991 | val_loss: 0.0312122 | Time: 1864.31 ms
[2021-11-01 20:44:33 main:581] : INFO : Epoch 1803 | loss: 0.0311992 | val_loss: 0.0312111 | Time: 1861.94 ms
[2021-11-01 20:44:34 main:581] : INFO : Epoch 1804 | loss: 0.0311987 | val_loss: 0.0312124 | Time: 1863.14 ms
[2021-11-01 20:44:36 main:581] : INFO : Epoch 1805 | loss: 0.0311994 | val_loss: 0.0312118 | Time: 1861.12 ms
[2021-11-01 20:44:38 main:581] : INFO : Epoch 1806 | loss: 0.0311997 | val_loss: 0.0312102 | Time: 1859.96 ms
[2021-11-01 20:44:40 main:581] : INFO : Epoch 1807 | loss: 0.0312004 | val_loss: 0.0312096 | Time: 1888.11 ms
[2021-11-01 20:44:42 main:581] : INFO : Epoch 1808 | loss: 0.0311989 | val_loss: 0.0312106 | Time: 1918.8 ms
[2021-11-01 20:44:44 main:581] : INFO : Epoch 1809 | loss: 0.0311982 | val_loss: 0.0312126 | Time: 1917.31 ms
[2021-11-01 20:44:46 main:581] : INFO : Epoch 1810 | loss: 0.0311984 | val_loss: 0.0312099 | Time: 1856.21 ms
[2021-11-01 20:44:48 main:581] : INFO : Epoch 1811 | loss: 0.031198 | val_loss: 0.0312104 | Time: 1874.44 ms
[2021-11-01 20:44:49 main:581] : INFO : Epoch 1812 | loss: 0.0311977 | val_loss: 0.0312112 | Time: 1866.73 ms
[2021-11-01 20:44:51 main:581] : INFO : Epoch 1813 | loss: 0.0311983 | val_loss: 0.0312128 | Time: 1856.64 ms
[2021-11-01 20:44:53 main:581] : INFO : Epoch 1814 | loss: 0.0311991 | val_loss: 0.0312112 | Time: 1860.71 ms
[2021-11-01 20:44:55 main:581] : INFO : Epoch 1815 | loss: 0.0311976 | val_loss: 0.0312106 | Time: 1860.26 ms
[2021-11-01 20:44:57 main:581] : INFO : Epoch 1816 | loss: 0.0311981 | val_loss: 0.0312095 | Time: 1867 ms
[2021-11-01 20:44:59 main:581] : INFO : Epoch 1817 | loss: 0.0311989 | val_loss: 0.0312111 | Time: 1866.6 ms
[2021-11-01 20:45:01 main:581] : INFO : Epoch 1818 | loss: 0.0311998 | val_loss: 0.0312111 | Time: 1867.52 ms
[2021-11-01 20:45:02 main:581] : INFO : Epoch 1819 | loss: 0.0311997 | val_loss: 0.0312106 | Time: 1864.47 ms
[2021-11-01 20:45:04 main:581] : INFO : Epoch 1820 | loss: 0.0311997 | val_loss: 0.0312103 | Time: 1862.09 ms
[2021-11-01 20:45:06 main:581] : INFO : Epoch 1821 | loss: 0.0311995 | val_loss: 0.0312136 | Time: 1869.86 ms
[2021-11-01 20:45:08 main:581] : INFO : Epoch 1822 | loss: 0.0312014 | val_loss: 0.0312108 | Time: 1868.07 ms
[2021-11-01 20:45:10 main:581] : INFO : Epoch 1823 | loss: 0.0311991 | val_loss: 0.0312102 | Time: 1950.74 ms
[2021-11-01 20:45:12 main:581] : INFO : Epoch 1824 | loss: 0.0311997 | val_loss: 0.0312101 | Time: 1874.82 ms
[2021-11-01 20:45:14 main:581] : INFO : Epoch 1825 | loss: 0.0311992 | val_loss: 0.0312121 | Time: 1860.94 ms
[2021-11-01 20:45:16 main:581] : INFO : Epoch 1826 | loss: 0.0311995 | val_loss: 0.0312104 | Time: 1948.94 ms
[2021-11-01 20:45:18 main:581] : INFO : Epoch 1827 | loss: 0.0311992 | val_loss: 0.0312107 | Time: 1965.13 ms
[2021-11-01 20:45:20 main:581] : INFO : Epoch 1828 | loss: 0.0311993 | val_loss: 0.0312105 | Time: 1909.13 ms
[2021-11-01 20:45:21 main:581] : INFO : Epoch 1829 | loss: 0.031199 | val_loss: 0.0312107 | Time: 1870.46 ms
[2021-11-01 20:45:23 main:581] : INFO : Epoch 1830 | loss: 0.0311985 | val_loss: 0.0312119 | Time: 1881.95 ms
[2021-11-01 20:45:25 main:581] : INFO : Epoch 1831 | loss: 0.0311983 | val_loss: 0.0312103 | Time: 1863.85 ms
[2021-11-01 20:45:27 main:581] : INFO : Epoch 1832 | loss: 0.0311982 | val_loss: 0.0312112 | Time: 1859.01 ms
[2021-11-01 20:45:29 main:581] : INFO : Epoch 1833 | loss: 0.0311977 | val_loss: 0.0312098 | Time: 1864.89 ms
[2021-11-01 20:45:31 main:581] : INFO : Epoch 1834 | loss: 0.0311977 | val_loss: 0.0312119 | Time: 1867.23 ms
[2021-11-01 20:45:33 main:581] : INFO : Epoch 1835 | loss: 0.0311988 | val_loss: 0.0312178 | Time: 1864.98 ms
[2021-11-01 20:45:34 main:581] : INFO : Epoch 1836 | loss: 0.0311982 | val_loss: 0.0312104 | Time: 1860.58 ms
[2021-11-01 20:45:36 main:581] : INFO : Epoch 1837 | loss: 0.0311991 | val_loss: 0.0312109 | Time: 1861.94 ms
[2021-11-01 20:45:38 main:581] : INFO : Epoch 1838 | loss: 0.0312003 | val_loss: 0.0312106 | Time: 1902.49 ms
[2021-11-01 20:45:40 main:581] : INFO : Epoch 1839 | loss: 0.0311998 | val_loss: 0.0312102 | Time: 1858.07 ms
[2021-11-01 20:45:42 main:581] : INFO : Epoch 1840 | loss: 0.031198 | val_loss: 0.0312087 | Time: 1859.66 ms
[2021-11-01 20:45:44 main:581] : INFO : Epoch 1841 | loss: 0.0311981 | val_loss: 0.0312103 | Time: 1862.89 ms
[2021-11-01 20:45:46 main:581] : INFO : Epoch 1842 | loss: 0.0311978 | val_loss: 0.0312093 | Time: 1864.37 ms
[2021-11-01 20:45:48 main:581] : INFO : Epoch 1843 | loss: 0.0311983 | val_loss: 0.0312108 | Time: 1862.21 ms
[2021-11-01 20:45:49 main:581] : INFO : Epoch 1844 | loss: 0.0311979 | val_loss: 0.0312109 | Time: 1869.5 ms
[2021-11-01 20:45:51 main:581] : INFO : Epoch 1845 | loss: 0.0311984 | val_loss: 0.0312135 | Time: 1874.72 ms
[2021-11-01 20:45:53 main:581] : INFO : Epoch 1846 | loss: 0.0311989 | val_loss: 0.0312128 | Time: 1870.2 ms
[2021-11-01 20:45:55 main:581] : INFO : Epoch 1847 | loss: 0.0311982 | val_loss: 0.0312091 | Time: 1863.01 ms
[2021-11-01 20:45:57 main:581] : INFO : Epoch 1848 | loss: 0.031197 | val_loss: 0.0312095 | Time: 1864.67 ms
[2021-11-01 20:45:59 main:581] : INFO : Epoch 1849 | loss: 0.0311994 | val_loss: 0.0312088 | Time: 1868.76 ms
[2021-11-01 20:46:01 main:581] : INFO : Epoch 1850 | loss: 0.0311982 | val_loss: 0.0312108 | Time: 1863.47 ms
[2021-11-01 20:46:03 main:581] : INFO : Epoch 1851 | loss: 0.0311981 | val_loss: 0.0312093 | Time: 1864.78 ms
[2021-11-01 20:46:04 main:581] : INFO : Epoch 1852 | loss: 0.0311978 | val_loss: 0.0312113 | Time: 1866.55 ms
[2021-11-01 20:46:06 main:581] : INFO : Epoch 1853 | loss: 0.0311984 | val_loss: 0.0312104 | Time: 1865.09 ms
[2021-11-01 20:46:08 main:581] : INFO : Epoch 1854 | loss: 0.0311983 | val_loss: 0.0312101 | Time: 1861.38 ms
[2021-11-01 20:46:10 main:581] : INFO : Epoch 1855 | loss: 0.0311976 | val_loss: 0.0312118 | Time: 1867.6 ms
[2021-11-01 20:46:12 main:581] : INFO : Epoch 1856 | loss: 0.0312001 | val_loss: 0.0312103 | Time: 1867.23 ms
[2021-11-01 20:46:14 main:581] : INFO : Epoch 1857 | loss: 0.0311994 | val_loss: 0.0312112 | Time: 1866.05 ms
[2021-11-01 20:46:16 main:581] : INFO : Epoch 1858 | loss: 0.0311989 | val_loss: 0.0312106 | Time: 1863.55 ms
[2021-11-01 20:46:17 main:581] : INFO : Epoch 1859 | loss: 0.0311982 | val_loss: 0.0312086 | Time: 1861.61 ms
[2021-11-01 20:46:19 main:581] : INFO : Epoch 1860 | loss: 0.0311975 | val_loss: 0.0312103 | Time: 1862.24 ms
[2021-11-01 20:46:21 main:581] : INFO : Epoch 1861 | loss: 0.0311993 | val_loss: 0.0312175 | Time: 1861.18 ms
[2021-11-01 20:46:23 main:581] : INFO : Epoch 1862 | loss: 0.0312097 | val_loss: 0.0312147 | Time: 1863.58 ms
[2021-11-01 20:46:25 main:581] : INFO : Epoch 1863 | loss: 0.0312071 | val_loss: 0.0312104 | Time: 1857.24 ms
[2021-11-01 20:46:27 main:581] : INFO : Epoch 1864 | loss: 0.031202 | val_loss: 0.0312098 | Time: 1861.41 ms
[2021-11-01 20:46:29 main:581] : INFO : Epoch 1865 | loss: 0.0312 | val_loss: 0.0312117 | Time: 1870.32 ms
[2021-11-01 20:46:30 main:581] : INFO : Epoch 1866 | loss: 0.0311996 | val_loss: 0.0312101 | Time: 1867.19 ms
[2021-11-01 20:46:32 main:581] : INFO : Epoch 1867 | loss: 0.0312001 | val_loss: 0.0312098 | Time: 1866.24 ms
[2021-11-01 20:46:34 main:581] : INFO : Epoch 1868 | loss: 0.0311986 | val_loss: 0.0312088 | Time: 1866.09 ms
[2021-11-01 20:46:36 main:581] : INFO : Epoch 1869 | loss: 0.0311994 | val_loss: 0.031211 | Time: 1864.04 ms
[2021-11-01 20:46:38 main:581] : INFO : Epoch 1870 | loss: 0.0312004 | val_loss: 0.0312079 | Time: 1859.52 ms
[2021-11-01 20:46:40 main:581] : INFO : Epoch 1871 | loss: 0.0311975 | val_loss: 0.0312086 | Time: 1858.96 ms
[2021-11-01 20:46:42 main:581] : INFO : Epoch 1872 | loss: 0.0311986 | val_loss: 0.0312104 | Time: 1857.21 ms
[2021-11-01 20:46:44 main:581] : INFO : Epoch 1873 | loss: 0.0311987 | val_loss: 0.0312085 | Time: 1867.12 ms
[2021-11-01 20:46:45 main:581] : INFO : Epoch 1874 | loss: 0.0311975 | val_loss: 0.0312103 | Time: 1863.93 ms
[2021-11-01 20:46:47 main:581] : INFO : Epoch 1875 | loss: 0.0311978 | val_loss: 0.0312079 | Time: 1865.32 ms
[2021-11-01 20:46:49 main:581] : INFO : Epoch 1876 | loss: 0.0311996 | val_loss: 0.0312085 | Time: 1860.65 ms
[2021-11-01 20:46:51 main:581] : INFO : Epoch 1877 | loss: 0.0312006 | val_loss: 0.0312073 | Time: 1864.68 ms
[2021-11-01 20:46:53 main:581] : INFO : Epoch 1878 | loss: 0.0311986 | val_loss: 0.0312108 | Time: 1865.15 ms
[2021-11-01 20:46:55 main:581] : INFO : Epoch 1879 | loss: 0.0311983 | val_loss: 0.0312093 | Time: 1866.25 ms
[2021-11-01 20:46:57 main:581] : INFO : Epoch 1880 | loss: 0.0312009 | val_loss: 0.0312093 | Time: 1866.43 ms
[2021-11-01 20:46:58 main:581] : INFO : Epoch 1881 | loss: 0.0311986 | val_loss: 0.0312108 | Time: 1869.92 ms
[2021-11-01 20:47:00 main:581] : INFO : Epoch 1882 | loss: 0.0311976 | val_loss: 0.0312098 | Time: 1867.13 ms
[2021-11-01 20:47:02 main:581] : INFO : Epoch 1883 | loss: 0.0311965 | val_loss: 0.0312096 | Time: 1866.09 ms
[2021-11-01 20:47:04 main:581] : INFO : Epoch 1884 | loss: 0.0311967 | val_loss: 0.0312095 | Time: 1863.34 ms
[2021-11-01 20:47:06 main:581] : INFO : Epoch 1885 | loss: 0.0311981 | val_loss: 0.0312098 | Time: 1865.27 ms
[2021-11-01 20:47:08 main:581] : INFO : Epoch 1886 | loss: 0.0311989 | val_loss: 0.0312117 | Time: 1864.78 ms
[2021-11-01 20:47:10 main:581] : INFO : Epoch 1887 | loss: 0.0311963 | val_loss: 0.031209 | Time: 1864.87 ms
[2021-11-01 20:47:12 main:581] : INFO : Epoch 1888 | loss: 0.0311969 | val_loss: 0.0312117 | Time: 1865.29 ms
[2021-11-01 20:47:13 main:581] : INFO : Epoch 1889 | loss: 0.0311972 | val_loss: 0.0312101 | Time: 1862.04 ms
[2021-11-01 20:47:15 main:581] : INFO : Epoch 1890 | loss: 0.0312112 | val_loss: 0.0312245 | Time: 1866.29 ms
[2021-11-01 20:47:17 main:581] : INFO : Epoch 1891 | loss: 0.0312173 | val_loss: 0.0312224 | Time: 1871.31 ms
[2021-11-01 20:47:19 main:581] : INFO : Epoch 1892 | loss: 0.0312141 | val_loss: 0.0312194 | Time: 2034.64 ms
[2021-11-01 20:47:21 main:581] : INFO : Epoch 1893 | loss: 0.031212 | val_loss: 0.0312195 | Time: 1949.52 ms
[2021-11-01 20:47:23 main:581] : INFO : Epoch 1894 | loss: 0.031212 | val_loss: 0.0312176 | Time: 1877.55 ms
[2021-11-01 20:47:25 main:581] : INFO : Epoch 1895 | loss: 0.0312111 | val_loss: 0.0312172 | Time: 1850.66 ms
[2021-11-01 20:47:27 main:581] : INFO : Epoch 1896 | loss: 0.0312114 | val_loss: 0.0312192 | Time: 1854.71 ms
[2021-11-01 20:47:29 main:581] : INFO : Epoch 1897 | loss: 0.0312101 | val_loss: 0.0312194 | Time: 1879.03 ms
[2021-11-01 20:47:30 main:581] : INFO : Epoch 1898 | loss: 0.0312078 | val_loss: 0.0312162 | Time: 1860.01 ms
[2021-11-01 20:47:32 main:581] : INFO : Epoch 1899 | loss: 0.0312069 | val_loss: 0.0312187 | Time: 1857.37 ms
[2021-11-01 20:47:34 main:581] : INFO : Epoch 1900 | loss: 0.0312075 | val_loss: 0.0312167 | Time: 1859.15 ms
[2021-11-01 20:47:36 main:581] : INFO : Epoch 1901 | loss: 0.0312065 | val_loss: 0.0312168 | Time: 1856.63 ms
[2021-11-01 20:47:38 main:581] : INFO : Epoch 1902 | loss: 0.0312063 | val_loss: 0.0312169 | Time: 1858.59 ms
[2021-11-01 20:47:40 main:581] : INFO : Epoch 1903 | loss: 0.0312059 | val_loss: 0.0312157 | Time: 1864.85 ms
[2021-11-01 20:47:42 main:581] : INFO : Epoch 1904 | loss: 0.0312052 | val_loss: 0.0312157 | Time: 1865.09 ms
[2021-11-01 20:47:43 main:581] : INFO : Epoch 1905 | loss: 0.0312059 | val_loss: 0.0312187 | Time: 1860.33 ms
[2021-11-01 20:47:45 main:581] : INFO : Epoch 1906 | loss: 0.031207 | val_loss: 0.0312178 | Time: 1866.01 ms
[2021-11-01 20:47:47 main:581] : INFO : Epoch 1907 | loss: 0.0312076 | val_loss: 0.0312144 | Time: 1864.31 ms
[2021-11-01 20:47:49 main:581] : INFO : Epoch 1908 | loss: 0.031206 | val_loss: 0.0312186 | Time: 1863.18 ms
[2021-11-01 20:47:51 main:581] : INFO : Epoch 1909 | loss: 0.031206 | val_loss: 0.031216 | Time: 1868.89 ms
[2021-11-01 20:47:53 main:581] : INFO : Epoch 1910 | loss: 0.0312038 | val_loss: 0.0312167 | Time: 1946.68 ms
[2021-11-01 20:47:55 main:581] : INFO : Epoch 1911 | loss: 0.0312051 | val_loss: 0.031217 | Time: 1907.65 ms
[2021-11-01 20:47:57 main:581] : INFO : Epoch 1912 | loss: 0.0312041 | val_loss: 0.0312125 | Time: 1981.05 ms
[2021-11-01 20:47:59 main:581] : INFO : Epoch 1913 | loss: 0.0312037 | val_loss: 0.0312121 | Time: 1899.32 ms
[2021-11-01 20:48:00 main:581] : INFO : Epoch 1914 | loss: 0.031203 | val_loss: 0.0312134 | Time: 1862.79 ms
[2021-11-01 20:48:02 main:581] : INFO : Epoch 1915 | loss: 0.031203 | val_loss: 0.031217 | Time: 1890.19 ms
[2021-11-01 20:48:04 main:581] : INFO : Epoch 1916 | loss: 0.0312022 | val_loss: 0.0312121 | Time: 1868.19 ms
[2021-11-01 20:48:06 main:581] : INFO : Epoch 1917 | loss: 0.0312024 | val_loss: 0.0312141 | Time: 1867.56 ms
[2021-11-01 20:48:08 main:581] : INFO : Epoch 1918 | loss: 0.0312019 | val_loss: 0.0312124 | Time: 1871.29 ms
[2021-11-01 20:48:10 main:581] : INFO : Epoch 1919 | loss: 0.031201 | val_loss: 0.0312126 | Time: 1870.79 ms
[2021-11-01 20:48:12 main:581] : INFO : Epoch 1920 | loss: 0.031202 | val_loss: 0.0312139 | Time: 1863.9 ms
[2021-11-01 20:48:14 main:581] : INFO : Epoch 1921 | loss: 0.0312031 | val_loss: 0.0312134 | Time: 1861.42 ms
[2021-11-01 20:48:15 main:581] : INFO : Epoch 1922 | loss: 0.031202 | val_loss: 0.0312118 | Time: 1867.83 ms
[2021-11-01 20:48:17 main:581] : INFO : Epoch 1923 | loss: 0.0312016 | val_loss: 0.0312126 | Time: 1866.24 ms
[2021-11-01 20:48:19 main:581] : INFO : Epoch 1924 | loss: 0.0312013 | val_loss: 0.0312115 | Time: 1858.15 ms
[2021-11-01 20:48:21 main:581] : INFO : Epoch 1925 | loss: 0.0312021 | val_loss: 0.031213 | Time: 1942.36 ms
[2021-11-01 20:48:23 main:581] : INFO : Epoch 1926 | loss: 0.0312017 | val_loss: 0.0312141 | Time: 1959.6 ms
[2021-11-01 20:48:25 main:581] : INFO : Epoch 1927 | loss: 0.0312034 | val_loss: 0.0312183 | Time: 1882.27 ms
[2021-11-01 20:48:27 main:581] : INFO : Epoch 1928 | loss: 0.0312126 | val_loss: 0.0312179 | Time: 1859.1 ms
[2021-11-01 20:48:29 main:581] : INFO : Epoch 1929 | loss: 0.0312127 | val_loss: 0.0312175 | Time: 1894.71 ms
[2021-11-01 20:48:31 main:581] : INFO : Epoch 1930 | loss: 0.0312105 | val_loss: 0.0312171 | Time: 1951.89 ms
[2021-11-01 20:48:33 main:581] : INFO : Epoch 1931 | loss: 0.0312097 | val_loss: 0.0312165 | Time: 1952.55 ms
[2021-11-01 20:48:35 main:581] : INFO : Epoch 1932 | loss: 0.0312098 | val_loss: 0.0312172 | Time: 1953.42 ms
[2021-11-01 20:48:37 main:581] : INFO : Epoch 1933 | loss: 0.0312089 | val_loss: 0.0312148 | Time: 1937.86 ms
[2021-11-01 20:48:38 main:581] : INFO : Epoch 1934 | loss: 0.0312088 | val_loss: 0.0312143 | Time: 1917.28 ms
[2021-11-01 20:48:40 main:581] : INFO : Epoch 1935 | loss: 0.0312087 | val_loss: 0.0312153 | Time: 1863.45 ms
[2021-11-01 20:48:42 main:581] : INFO : Epoch 1936 | loss: 0.0312082 | val_loss: 0.0312143 | Time: 1861.09 ms
[2021-11-01 20:48:44 main:581] : INFO : Epoch 1937 | loss: 0.031216 | val_loss: 0.0312286 | Time: 1858.61 ms
[2021-11-01 20:48:46 main:581] : INFO : Epoch 1938 | loss: 0.0312151 | val_loss: 0.0312218 | Time: 1862.76 ms
[2021-11-01 20:48:48 main:581] : INFO : Epoch 1939 | loss: 0.0312099 | val_loss: 0.0312179 | Time: 1861.7 ms
[2021-11-01 20:48:50 main:581] : INFO : Epoch 1940 | loss: 0.0312066 | val_loss: 0.0312149 | Time: 1862.26 ms
[2021-11-01 20:48:51 main:581] : INFO : Epoch 1941 | loss: 0.0312082 | val_loss: 0.0312144 | Time: 1861.07 ms
[2021-11-01 20:48:53 main:581] : INFO : Epoch 1942 | loss: 0.0312057 | val_loss: 0.0312138 | Time: 1856.42 ms
[2021-11-01 20:48:55 main:581] : INFO : Epoch 1943 | loss: 0.0312055 | val_loss: 0.0312146 | Time: 1859.27 ms
[2021-11-01 20:48:57 main:581] : INFO : Epoch 1944 | loss: 0.0312054 | val_loss: 0.0312143 | Time: 1921.74 ms
[2021-11-01 20:48:59 main:581] : INFO : Epoch 1945 | loss: 0.031206 | val_loss: 0.0312133 | Time: 1947.1 ms
[2021-11-01 20:49:01 main:581] : INFO : Epoch 1946 | loss: 0.0312114 | val_loss: 0.0312219 | Time: 1888.92 ms
[2021-11-01 20:49:03 main:581] : INFO : Epoch 1947 | loss: 0.031216 | val_loss: 0.031217 | Time: 1852.85 ms
[2021-11-01 20:49:05 main:581] : INFO : Epoch 1948 | loss: 0.0312107 | val_loss: 0.0312154 | Time: 1861.56 ms
[2021-11-01 20:49:07 main:581] : INFO : Epoch 1949 | loss: 0.0312095 | val_loss: 0.0312144 | Time: 1856.04 ms
[2021-11-01 20:49:08 main:581] : INFO : Epoch 1950 | loss: 0.0312092 | val_loss: 0.0312141 | Time: 1860.96 ms
[2021-11-01 20:49:10 main:581] : INFO : Epoch 1951 | loss: 0.0312082 | val_loss: 0.031215 | Time: 1857.44 ms
[2021-11-01 20:49:12 main:581] : INFO : Epoch 1952 | loss: 0.0312064 | val_loss: 0.0312147 | Time: 1852.25 ms
[2021-11-01 20:49:14 main:581] : INFO : Epoch 1953 | loss: 0.0312067 | val_loss: 0.0312135 | Time: 1860.46 ms
[2021-11-01 20:49:16 main:581] : INFO : Epoch 1954 | loss: 0.0312049 | val_loss: 0.0312127 | Time: 1863.9 ms
[2021-11-01 20:49:18 main:581] : INFO : Epoch 1955 | loss: 0.0312048 | val_loss: 0.0312127 | Time: 1871.91 ms
[2021-11-01 20:49:20 main:581] : INFO : Epoch 1956 | loss: 0.0312054 | val_loss: 0.0312121 | Time: 1895.61 ms
[2021-11-01 20:49:22 main:581] : INFO : Epoch 1957 | loss: 0.0312047 | val_loss: 0.0312128 | Time: 1947.17 ms
[2021-11-01 20:49:23 main:581] : INFO : Epoch 1958 | loss: 0.0312061 | val_loss: 0.0312142 | Time: 1955.45 ms
[2021-11-01 20:49:25 main:581] : INFO : Epoch 1959 | loss: 0.0312053 | val_loss: 0.0312124 | Time: 1879.18 ms
[2021-11-01 20:49:27 main:581] : INFO : Epoch 1960 | loss: 0.0312056 | val_loss: 0.0312132 | Time: 1859.41 ms
[2021-11-01 20:49:29 main:581] : INFO : Epoch 1961 | loss: 0.0312072 | val_loss: 0.0312137 | Time: 1861.35 ms
[2021-11-01 20:49:31 main:581] : INFO : Epoch 1962 | loss: 0.0312042 | val_loss: 0.0312112 | Time: 1947.9 ms
[2021-11-01 20:49:33 main:581] : INFO : Epoch 1963 | loss: 0.031203 | val_loss: 0.0312113 | Time: 1945.89 ms
[2021-11-01 20:49:35 main:581] : INFO : Epoch 1964 | loss: 0.0312033 | val_loss: 0.0312111 | Time: 1949.41 ms
[2021-11-01 20:49:37 main:581] : INFO : Epoch 1965 | loss: 0.0312035 | val_loss: 0.0312107 | Time: 1959.66 ms
[2021-11-01 20:49:39 main:581] : INFO : Epoch 1966 | loss: 0.0312029 | val_loss: 0.0312118 | Time: 1947.33 ms
[2021-11-01 20:49:41 main:581] : INFO : Epoch 1967 | loss: 0.0312035 | val_loss: 0.0312138 | Time: 1869.2 ms
[2021-11-01 20:49:43 main:581] : INFO : Epoch 1968 | loss: 0.0312036 | val_loss: 0.0312124 | Time: 1896.73 ms
[2021-11-01 20:49:45 main:581] : INFO : Epoch 1969 | loss: 0.0312024 | val_loss: 0.0312123 | Time: 1942.69 ms
[2021-11-01 20:49:46 main:581] : INFO : Epoch 1970 | loss: 0.0312031 | val_loss: 0.0312156 | Time: 1919.73 ms
[2021-11-01 20:49:48 main:581] : INFO : Epoch 1971 | loss: 0.0312031 | val_loss: 0.0312134 | Time: 1950.74 ms
[2021-11-01 20:49:50 main:581] : INFO : Epoch 1972 | loss: 0.0312044 | val_loss: 0.0312107 | Time: 1964.02 ms
[2021-11-01 20:49:52 main:581] : INFO : Epoch 1973 | loss: 0.0312048 | val_loss: 0.031212 | Time: 1963.03 ms
[2021-11-01 20:49:54 main:581] : INFO : Epoch 1974 | loss: 0.0312022 | val_loss: 0.0312109 | Time: 1969.92 ms
[2021-11-01 20:49:56 main:581] : INFO : Epoch 1975 | loss: 0.0312018 | val_loss: 0.0312121 | Time: 1951 ms
[2021-11-01 20:49:58 main:581] : INFO : Epoch 1976 | loss: 0.0312023 | val_loss: 0.0312149 | Time: 1951.24 ms
[2021-11-01 20:50:00 main:581] : INFO : Epoch 1977 | loss: 0.0312029 | val_loss: 0.0312104 | Time: 1898.25 ms
[2021-11-01 20:50:02 main:581] : INFO : Epoch 1978 | loss: 0.0312014 | val_loss: 0.0312106 | Time: 1871.42 ms
[2021-11-01 20:50:04 main:581] : INFO : Epoch 1979 | loss: 0.0312006 | val_loss: 0.0312102 | Time: 1898.11 ms
[2021-11-01 20:50:06 main:581] : INFO : Epoch 1980 | loss: 0.0312005 | val_loss: 0.031211 | Time: 1875.81 ms
[2021-11-01 20:50:08 main:581] : INFO : Epoch 1981 | loss: 0.0312017 | val_loss: 0.0312129 | Time: 1859.52 ms
[2021-11-01 20:50:09 main:581] : INFO : Epoch 1982 | loss: 0.0312011 | val_loss: 0.0312117 | Time: 1857.81 ms
[2021-11-01 20:50:11 main:581] : INFO : Epoch 1983 | loss: 0.0312018 | val_loss: 0.0312132 | Time: 1859.54 ms
[2021-11-01 20:50:13 main:581] : INFO : Epoch 1984 | loss: 0.0312016 | val_loss: 0.0312109 | Time: 1860.27 ms
[2021-11-01 20:50:15 main:581] : INFO : Epoch 1985 | loss: 0.0312009 | val_loss: 0.0312097 | Time: 1852.74 ms
[2021-11-01 20:50:17 main:581] : INFO : Epoch 1986 | loss: 0.0312015 | val_loss: 0.0312098 | Time: 1858.9 ms
[2021-11-01 20:50:19 main:581] : INFO : Epoch 1987 | loss: 0.0312019 | val_loss: 0.0312117 | Time: 1905.38 ms
[2021-11-01 20:50:21 main:581] : INFO : Epoch 1988 | loss: 0.0312019 | val_loss: 0.0312094 | Time: 1957.38 ms
[2021-11-01 20:50:23 main:581] : INFO : Epoch 1989 | loss: 0.0312011 | val_loss: 0.0312099 | Time: 1958.04 ms
[2021-11-01 20:50:25 main:581] : INFO : Epoch 1990 | loss: 0.0312003 | val_loss: 0.0312086 | Time: 1948.96 ms
[2021-11-01 20:50:27 main:581] : INFO : Epoch 1991 | loss: 0.0311999 | val_loss: 0.0312102 | Time: 1869.45 ms
[2021-11-01 20:50:28 main:581] : INFO : Epoch 1992 | loss: 0.0312019 | val_loss: 0.0312107 | Time: 1855.96 ms
[2021-11-01 20:50:30 main:581] : INFO : Epoch 1993 | loss: 0.031201 | val_loss: 0.0312084 | Time: 1858.26 ms
[2021-11-01 20:50:32 main:581] : INFO : Epoch 1994 | loss: 0.0311998 | val_loss: 0.0312096 | Time: 1853.9 ms
[2021-11-01 20:50:34 main:581] : INFO : Epoch 1995 | loss: 0.0312001 | val_loss: 0.0312115 | Time: 1855.42 ms
[2021-11-01 20:50:36 main:581] : INFO : Epoch 1996 | loss: 0.0312018 | val_loss: 0.0312094 | Time: 1854.75 ms
[2021-11-01 20:50:38 main:581] : INFO : Epoch 1997 | loss: 0.0312008 | val_loss: 0.0312114 | Time: 1861.92 ms
[2021-11-01 20:50:40 main:581] : INFO : Epoch 1998 | loss: 0.0312014 | val_loss: 0.0312103 | Time: 1880.93 ms
[2021-11-01 20:50:42 main:581] : INFO : Epoch 1999 | loss: 0.0312006 | val_loss: 0.0312109 | Time: 1949.88 ms
[2021-11-01 20:50:43 main:581] : INFO : Epoch 2000 | loss: 0.0311998 | val_loss: 0.0312095 | Time: 1952.85 ms
[2021-11-01 20:50:45 main:581] : INFO : Epoch 2001 | loss: 0.0311991 | val_loss: 0.0312097 | Time: 1932.98 ms
[2021-11-01 20:50:47 main:581] : INFO : Epoch 2002 | loss: 0.0311993 | val_loss: 0.0312098 | Time: 1944.9 ms
[2021-11-01 20:50:49 main:581] : INFO : Epoch 2003 | loss: 0.0311997 | val_loss: 0.0312102 | Time: 1882.43 ms
[2021-11-01 20:50:51 main:581] : INFO : Epoch 2004 | loss: 0.0312029 | val_loss: 0.0312095 | Time: 1955.33 ms
[2021-11-01 20:50:53 main:581] : INFO : Epoch 2005 | loss: 0.0312036 | val_loss: 0.0312114 | Time: 1952.16 ms
[2021-11-01 20:50:55 main:581] : INFO : Epoch 2006 | loss: 0.0312033 | val_loss: 0.0312106 | Time: 1951.51 ms
[2021-11-01 20:50:57 main:581] : INFO : Epoch 2007 | loss: 0.0312027 | val_loss: 0.0312105 | Time: 1957.87 ms
[2021-11-01 20:50:59 main:581] : INFO : Epoch 2008 | loss: 0.0312045 | val_loss: 0.0312098 | Time: 1943.6 ms
[2021-11-01 20:51:01 main:581] : INFO : Epoch 2009 | loss: 0.0312038 | val_loss: 0.0312096 | Time: 1898.22 ms
[2021-11-01 20:51:03 main:581] : INFO : Epoch 2010 | loss: 0.0312071 | val_loss: 0.0312141 | Time: 1950.29 ms
[2021-11-01 20:51:05 main:581] : INFO : Epoch 2011 | loss: 0.0312122 | val_loss: 0.0312165 | Time: 1925.91 ms
[2021-11-01 20:51:07 main:581] : INFO : Epoch 2012 | loss: 0.031335 | val_loss: 0.0314048 | Time: 1952.13 ms
[2021-11-01 20:51:09 main:581] : INFO : Epoch 2013 | loss: 0.0337211 | val_loss: 0.0349783 | Time: 1951.28 ms
[2021-11-01 20:51:11 main:581] : INFO : Epoch 2014 | loss: 0.0329576 | val_loss: 0.03161 | Time: 1950.97 ms
[2021-11-01 20:51:13 main:581] : INFO : Epoch 2015 | loss: 0.031423 | val_loss: 0.03127 | Time: 1882.08 ms
[2021-11-01 20:51:14 main:581] : INFO : Epoch 2016 | loss: 0.0312558 | val_loss: 0.0312333 | Time: 1883.2 ms
[2021-11-01 20:51:16 main:581] : INFO : Epoch 2017 | loss: 0.0312243 | val_loss: 0.0312178 | Time: 1857.94 ms
[2021-11-01 20:51:18 main:581] : INFO : Epoch 2018 | loss: 0.0312147 | val_loss: 0.031215 | Time: 1857.03 ms
[2021-11-01 20:51:20 main:581] : INFO : Epoch 2019 | loss: 0.0312125 | val_loss: 0.0312143 | Time: 1909.96 ms
[2021-11-01 20:51:22 main:581] : INFO : Epoch 2020 | loss: 0.0312116 | val_loss: 0.031217 | Time: 1944.05 ms
[2021-11-01 20:51:24 main:581] : INFO : Epoch 2021 | loss: 0.0312122 | val_loss: 0.0312154 | Time: 1902.42 ms
[2021-11-01 20:51:26 main:581] : INFO : Epoch 2022 | loss: 0.0312102 | val_loss: 0.0312127 | Time: 1859 ms
[2021-11-01 20:51:28 main:581] : INFO : Epoch 2023 | loss: 0.0312095 | val_loss: 0.0312122 | Time: 1863.83 ms
[2021-11-01 20:51:29 main:581] : INFO : Epoch 2024 | loss: 0.0312092 | val_loss: 0.031212 | Time: 1862.32 ms
[2021-11-01 20:51:31 main:581] : INFO : Epoch 2025 | loss: 0.0312086 | val_loss: 0.0312115 | Time: 1865.64 ms
[2021-11-01 20:51:33 main:581] : INFO : Epoch 2026 | loss: 0.0312089 | val_loss: 0.0312123 | Time: 1865.06 ms
[2021-11-01 20:51:35 main:581] : INFO : Epoch 2027 | loss: 0.0312082 | val_loss: 0.031212 | Time: 1865.09 ms
[2021-11-01 20:51:37 main:581] : INFO : Epoch 2028 | loss: 0.0312082 | val_loss: 0.0312114 | Time: 1892.45 ms
[2021-11-01 20:51:39 main:581] : INFO : Epoch 2029 | loss: 0.0312078 | val_loss: 0.0312115 | Time: 1963.16 ms
[2021-11-01 20:51:41 main:581] : INFO : Epoch 2030 | loss: 0.031208 | val_loss: 0.031211 | Time: 1911.76 ms
[2021-11-01 20:51:43 main:581] : INFO : Epoch 2031 | loss: 0.0312074 | val_loss: 0.0312116 | Time: 1948.87 ms
[2021-11-01 20:51:45 main:581] : INFO : Epoch 2032 | loss: 0.0312071 | val_loss: 0.0312114 | Time: 1938.83 ms
[2021-11-01 20:51:47 main:581] : INFO : Epoch 2033 | loss: 0.0312071 | val_loss: 0.0312122 | Time: 1867.12 ms
[2021-11-01 20:51:48 main:581] : INFO : Epoch 2034 | loss: 0.031207 | val_loss: 0.0312116 | Time: 1866.34 ms
[2021-11-01 20:51:50 main:581] : INFO : Epoch 2035 | loss: 0.0312066 | val_loss: 0.031212 | Time: 1865.26 ms
[2021-11-01 20:51:52 main:581] : INFO : Epoch 2036 | loss: 0.0312071 | val_loss: 0.0312112 | Time: 1929.42 ms
[2021-11-01 20:51:54 main:581] : INFO : Epoch 2037 | loss: 0.0312069 | val_loss: 0.0312112 | Time: 1893.09 ms
[2021-11-01 20:51:56 main:581] : INFO : Epoch 2038 | loss: 0.0312066 | val_loss: 0.0312109 | Time: 1864.17 ms
[2021-11-01 20:51:58 main:581] : INFO : Epoch 2039 | loss: 0.0312062 | val_loss: 0.0312109 | Time: 1860.25 ms
[2021-11-01 20:52:00 main:581] : INFO : Epoch 2040 | loss: 0.0312057 | val_loss: 0.0312105 | Time: 1864.67 ms
[2021-11-01 20:52:02 main:581] : INFO : Epoch 2041 | loss: 0.0312062 | val_loss: 0.0312111 | Time: 1870.76 ms
[2021-11-01 20:52:03 main:581] : INFO : Epoch 2042 | loss: 0.0312055 | val_loss: 0.0312105 | Time: 1867.91 ms
[2021-11-01 20:52:05 main:581] : INFO : Epoch 2043 | loss: 0.031205 | val_loss: 0.0312105 | Time: 1868.08 ms
[2021-11-01 20:52:07 main:581] : INFO : Epoch 2044 | loss: 0.0312048 | val_loss: 0.0312107 | Time: 1865.94 ms
[2021-11-01 20:52:09 main:581] : INFO : Epoch 2045 | loss: 0.031205 | val_loss: 0.0312108 | Time: 1889.76 ms
[2021-11-01 20:52:11 main:581] : INFO : Epoch 2046 | loss: 0.0312047 | val_loss: 0.0312111 | Time: 1947.45 ms
[2021-11-01 20:52:13 main:581] : INFO : Epoch 2047 | loss: 0.0312047 | val_loss: 0.0312106 | Time: 1896.91 ms
[2021-11-01 20:52:15 main:581] : INFO : Epoch 2048 | loss: 0.0312042 | val_loss: 0.0312103 | Time: 1952.03 ms
[2021-11-01 20:52:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312103
[2021-11-01 20:52:15 main:610] : INFO : Saving end state to config to file
[2021-11-01 20:52:15 main:615] : INFO : Success, exiting..
20:52:15 (891551): 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)