Task 14622315
| Name | ParityModified-1647045452-9994-3-0_0 |
| Workunit | 11639443 |
| Created | 16 Apr 2022, 8:30:14 UTC |
| Sent | 16 Apr 2022, 8:30:26 UTC |
| Report deadline | 24 Apr 2022, 8:30:26 UTC |
| Received | 16 Apr 2022, 9:37:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 6 min 37 sec |
| CPU time | 1 hours 6 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 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: 0.0312158 | val_loss: 0.0312165 | Time: 1965.42 ms
[2022-04-16 05:20:42 main:574] : INFO : Epoch 1543 | loss: 0.0312152 | val_loss: 0.0312147 | Time: 1936.42 ms
[2022-04-16 05:20:44 main:574] : INFO : Epoch 1544 | loss: 0.0312155 | val_loss: 0.0312154 | Time: 1963.64 ms
[2022-04-16 05:20:46 main:574] : INFO : Epoch 1545 | loss: 0.0312163 | val_loss: 0.031223 | Time: 1959.66 ms
[2022-04-16 05:20:48 main:574] : INFO : Epoch 1546 | loss: 0.0312139 | val_loss: 0.0312145 | Time: 1975.27 ms
[2022-04-16 05:20:50 main:574] : INFO : Epoch 1547 | loss: 0.0312153 | val_loss: 0.0312133 | Time: 1961.08 ms
[2022-04-16 05:20:52 main:574] : INFO : Epoch 1548 | loss: 0.031214 | val_loss: 0.0312137 | Time: 1973.8 ms
[2022-04-16 05:20:54 main:574] : INFO : Epoch 1549 | loss: 0.0312128 | val_loss: 0.0312106 | Time: 1949.94 ms
[2022-04-16 05:20:56 main:574] : INFO : Epoch 1550 | loss: 0.0312118 | val_loss: 0.0312099 | Time: 1928.5 ms
[2022-04-16 05:20:58 main:574] : INFO : Epoch 1551 | loss: 0.0312109 | val_loss: 0.03121 | Time: 1934.44 ms
[2022-04-16 05:21:00 main:574] : INFO : Epoch 1552 | loss: 0.0312112 | val_loss: 0.0312111 | Time: 1946.79 ms
[2022-04-16 05:21:02 main:574] : INFO : Epoch 1553 | loss: 0.0312128 | val_loss: 0.0312114 | Time: 1945.81 ms
[2022-04-16 05:21:04 main:574] : INFO : Epoch 1554 | loss: 0.031211 | val_loss: 0.0312091 | Time: 1948.08 ms
[2022-04-16 05:21:06 main:574] : INFO : Epoch 1555 | loss: 0.0312094 | val_loss: 0.0312104 | Time: 1957.35 ms
[2022-04-16 05:21:08 main:574] : INFO : Epoch 1556 | loss: 0.0312105 | val_loss: 0.0312097 | Time: 1948.66 ms
[2022-04-16 05:21:10 main:574] : INFO : Epoch 1557 | loss: 0.0312094 | val_loss: 0.0312089 | Time: 1944.03 ms
[2022-04-16 05:21:12 main:574] : INFO : Epoch 1558 | loss: 0.0312092 | val_loss: 0.0312123 | Time: 1980.72 ms
[2022-04-16 05:21:13 main:574] : INFO : Epoch 1559 | loss: 0.0312089 | val_loss: 0.0312071 | Time: 1939.52 ms
[2022-04-16 05:21:15 main:574] : INFO : Epoch 1560 | loss: 0.0312094 | val_loss: 0.0312079 | Time: 1954.45 ms
[2022-04-16 05:21:17 main:574] : INFO : Epoch 1561 | loss: 0.0312085 | val_loss: 0.0312072 | Time: 1960.75 ms
[2022-04-16 05:21:19 main:574] : INFO : Epoch 1562 | loss: 0.0312074 | val_loss: 0.0312065 | Time: 1946.01 ms
[2022-04-16 05:21:21 main:574] : INFO : Epoch 1563 | loss: 0.0312076 | val_loss: 0.0312066 | Time: 1932.95 ms
[2022-04-16 05:21:23 main:574] : INFO : Epoch 1564 | loss: 0.0312072 | val_loss: 0.0312074 | Time: 1946.46 ms
[2022-04-16 05:21:25 main:574] : INFO : Epoch 1565 | loss: 0.0312093 | val_loss: 0.0312152 | Time: 2004.46 ms
[2022-04-16 05:21:27 main:574] : INFO : Epoch 1566 | loss: 0.0312082 | val_loss: 0.0312087 | Time: 1913.6 ms
[2022-04-16 05:21:29 main:574] : INFO : Epoch 1567 | loss: 0.0312073 | val_loss: 0.031206 | Time: 1931.92 ms
[2022-04-16 05:21:31 main:574] : INFO : Epoch 1568 | loss: 0.031206 | val_loss: 0.0312051 | Time: 1964.5 ms
[2022-04-16 05:21:33 main:574] : INFO : Epoch 1569 | loss: 0.0312053 | val_loss: 0.0312047 | Time: 1948.98 ms
[2022-04-16 05:21:35 main:574] : INFO : Epoch 1570 | loss: 0.0312059 | val_loss: 0.0312045 | Time: 1965.8 ms
[2022-04-16 05:21:37 main:574] : INFO : Epoch 1571 | loss: 0.0312058 | val_loss: 0.0312038 | Time: 1916.41 ms
[2022-04-16 05:21:39 main:574] : INFO : Epoch 1572 | loss: 0.0312059 | val_loss: 0.0312039 | Time: 1946.96 ms
[2022-04-16 05:21:41 main:574] : INFO : Epoch 1573 | loss: 0.0312043 | val_loss: 0.0312043 | Time: 1965.22 ms
[2022-04-16 05:21:43 main:574] : INFO : Epoch 1574 | loss: 0.0312036 | val_loss: 0.0312058 | Time: 1970.46 ms
[2022-04-16 05:21:45 main:574] : INFO : Epoch 1575 | loss: 0.031204 | val_loss: 0.0312033 | Time: 1975.51 ms
[2022-04-16 05:21:47 main:574] : INFO : Epoch 1576 | loss: 0.0312046 | val_loss: 0.0312024 | Time: 1934.12 ms
[2022-04-16 05:21:49 main:574] : INFO : Epoch 1577 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 1932.52 ms
[2022-04-16 05:21:51 main:574] : INFO : Epoch 1578 | loss: 0.0312039 | val_loss: 0.0312031 | Time: 1914.75 ms
[2022-04-16 05:21:53 main:574] : INFO : Epoch 1579 | loss: 0.0312037 | val_loss: 0.0312021 | Time: 1951.23 ms
[2022-04-16 05:21:54 main:574] : INFO : Epoch 1580 | loss: 0.031203 | val_loss: 0.0312022 | Time: 1934.26 ms
[2022-04-16 05:21:56 main:574] : INFO : Epoch 1581 | loss: 0.0312038 | val_loss: 0.0312027 | Time: 1912.15 ms
[2022-04-16 05:21:58 main:574] : INFO : Epoch 1582 | loss: 0.0312025 | val_loss: 0.0312017 | Time: 1953.44 ms
[2022-04-16 05:22:00 main:574] : INFO : Epoch 1583 | loss: 0.0312027 | val_loss: 0.0312021 | Time: 1926.19 ms
[2022-04-16 05:22:02 main:574] : INFO : Epoch 1584 | loss: 0.031202 | val_loss: 0.0312016 | Time: 1935.33 ms
[2022-04-16 05:22:04 main:574] : INFO : Epoch 1585 | loss: 0.0312024 | val_loss: 0.0312014 | Time: 1956.73 ms
[2022-04-16 05:22:06 main:574] : INFO : Epoch 1586 | loss: 0.0312059 | val_loss: 0.0312064 | Time: 1944.08 ms
[2022-04-16 05:22:08 main:574] : INFO : Epoch 1587 | loss: 0.0312031 | val_loss: 0.0312023 | Time: 1962.1 ms
[2022-04-16 05:22:10 main:574] : INFO : Epoch 1588 | loss: 0.0312022 | val_loss: 0.0312008 | Time: 1942.88 ms
[2022-04-16 05:22:12 main:574] : INFO : Epoch 1589 | loss: 0.0312011 | val_loss: 0.0312021 | Time: 1941.08 ms
[2022-04-16 05:22:14 main:574] : INFO : Epoch 1590 | loss: 0.0312015 | val_loss: 0.0312009 | Time: 1933.09 ms
[2022-04-16 05:22:16 main:574] : INFO : Epoch 1591 | loss: 0.0312018 | val_loss: 0.0312 | Time: 1944.14 ms
[2022-04-16 05:22:18 main:574] : INFO : Epoch 1592 | loss: 0.0312025 | val_loss: 0.0312005 | Time: 1931.09 ms
[2022-04-16 05:22:20 main:574] : INFO : Epoch 1593 | loss: 0.0312031 | val_loss: 0.0312003 | Time: 1949.93 ms
[2022-04-16 05:22:22 main:574] : INFO : Epoch 1594 | loss: 0.0312025 | val_loss: 0.0312 | Time: 1965.5 ms
[2022-04-16 05:22:24 main:574] : INFO : Epoch 1595 | loss: 0.031202 | val_loss: 0.0312004 | Time: 1965.89 ms
[2022-04-16 05:22:26 main:574] : INFO : Epoch 1596 | loss: 0.0312011 | val_loss: 0.0312027 | Time: 1934.37 ms
[2022-04-16 05:22:28 main:574] : INFO : Epoch 1597 | loss: 0.0312007 | val_loss: 0.0311997 | Time: 1942.48 ms
[2022-04-16 05:22:30 main:574] : INFO : Epoch 1598 | loss: 0.0312011 | val_loss: 0.0311987 | Time: 1941.39 ms
[2022-04-16 05:22:32 main:574] : INFO : Epoch 1599 | loss: 0.0311999 | val_loss: 0.0311975 | Time: 1969.23 ms
[2022-04-16 05:22:34 main:574] : INFO : Epoch 1600 | loss: 0.0311986 | val_loss: 0.0311975 | Time: 2135.38 ms
[2022-04-16 05:22:36 main:574] : INFO : Epoch 1601 | loss: 0.0311992 | val_loss: 0.031198 | Time: 2132.83 ms
[2022-04-16 05:22:38 main:574] : INFO : Epoch 1602 | loss: 0.0312007 | val_loss: 0.0312133 | Time: 2152.84 ms
[2022-04-16 05:22:40 main:574] : INFO : Epoch 1603 | loss: 0.0312031 | val_loss: 0.0312046 | Time: 2056.47 ms
[2022-04-16 05:22:42 main:574] : INFO : Epoch 1604 | loss: 0.0312007 | val_loss: 0.0312034 | Time: 2085.01 ms
[2022-04-16 05:22:44 main:574] : INFO : Epoch 1605 | loss: 0.0312054 | val_loss: 0.0312068 | Time: 2117.07 ms
[2022-04-16 05:22:46 main:574] : INFO : Epoch 1606 | loss: 0.0312026 | val_loss: 0.031198 | Time: 2053.26 ms
[2022-04-16 05:22:48 main:574] : INFO : Epoch 1607 | loss: 0.0311979 | val_loss: 0.0311964 | Time: 2061.62 ms
[2022-04-16 05:22:50 main:574] : INFO : Epoch 1608 | loss: 0.0311974 | val_loss: 0.0311969 | Time: 2145.43 ms
[2022-04-16 05:22:53 main:574] : INFO : Epoch 1609 | loss: 0.0312011 | val_loss: 0.0311974 | Time: 2107.09 ms
[2022-04-16 05:22:55 main:574] : INFO : Epoch 1610 | loss: 0.0311977 | val_loss: 0.0311997 | Time: 2130.96 ms
[2022-04-16 05:22:57 main:574] : INFO : Epoch 1611 | loss: 0.031198 | val_loss: 0.0311961 | Time: 2142.53 ms
[2022-04-16 05:22:59 main:574] : INFO : Epoch 1612 | loss: 0.0311966 | val_loss: 0.0311961 | Time: 2080.26 ms
[2022-04-16 05:23:01 main:574] : INFO : Epoch 1613 | loss: 0.0311968 | val_loss: 0.0311961 | Time: 2278.58 ms
[2022-04-16 05:23:03 main:574] : INFO : Epoch 1614 | loss: 0.0311965 | val_loss: 0.0311956 | Time: 1987.12 ms
[2022-04-16 05:23:05 main:574] : INFO : Epoch 1615 | loss: 0.0311959 | val_loss: 0.0311951 | Time: 1945.59 ms
[2022-04-16 05:23:07 main:574] : INFO : Epoch 1616 | loss: 0.0311968 | val_loss: 0.0311957 | Time: 1921.76 ms
[2022-04-16 05:23:09 main:574] : INFO : Epoch 1617 | loss: 0.0311975 | val_loss: 0.0311957 | Time: 1938.28 ms
[2022-04-16 05:23:11 main:574] : INFO : Epoch 1618 | loss: 0.0312003 | val_loss: 0.0312051 | Time: 1929.79 ms
[2022-04-16 05:23:13 main:574] : INFO : Epoch 1619 | loss: 0.0311979 | val_loss: 0.0311956 | Time: 1947.74 ms
[2022-04-16 05:23:15 main:574] : INFO : Epoch 1620 | loss: 0.0311955 | val_loss: 0.0311946 | Time: 1929.51 ms
[2022-04-16 05:23:17 main:574] : INFO : Epoch 1621 | loss: 0.0311963 | val_loss: 0.0311973 | Time: 1945.66 ms
[2022-04-16 05:23:19 main:574] : INFO : Epoch 1622 | loss: 0.0311962 | val_loss: 0.0311945 | Time: 1936.84 ms
[2022-04-16 05:23:21 main:574] : INFO : Epoch 1623 | loss: 0.0311965 | val_loss: 0.0311967 | Time: 1955.46 ms
[2022-04-16 05:23:23 main:574] : INFO : Epoch 1624 | loss: 0.0311958 | val_loss: 0.031195 | Time: 1963.8 ms
[2022-04-16 05:23:25 main:574] : INFO : Epoch 1625 | loss: 0.0311964 | val_loss: 0.0312032 | Time: 1928.21 ms
[2022-04-16 05:23:27 main:574] : INFO : Epoch 1626 | loss: 0.031197 | val_loss: 0.0311954 | Time: 1944.4 ms
[2022-04-16 05:23:29 main:574] : INFO : Epoch 1627 | loss: 0.0311983 | val_loss: 0.0311968 | Time: 1926.04 ms
[2022-04-16 05:23:30 main:574] : INFO : Epoch 1628 | loss: 0.0311956 | val_loss: 0.0311942 | Time: 1944.93 ms
[2022-04-16 05:23:32 main:574] : INFO : Epoch 1629 | loss: 0.0311943 | val_loss: 0.0311946 | Time: 1929.2 ms
[2022-04-16 05:23:34 main:574] : INFO : Epoch 1630 | loss: 0.0311978 | val_loss: 0.0311965 | Time: 1931.5 ms
[2022-04-16 05:23:36 main:574] : INFO : Epoch 1631 | loss: 0.0311989 | val_loss: 0.0311951 | Time: 1959.11 ms
[2022-04-16 05:23:38 main:574] : INFO : Epoch 1632 | loss: 0.0311966 | val_loss: 0.0311944 | Time: 1945.82 ms
[2022-04-16 05:23:40 main:574] : INFO : Epoch 1633 | loss: 0.0311948 | val_loss: 0.0311937 | Time: 1904.24 ms
[2022-04-16 05:23:42 main:574] : INFO : Epoch 1634 | loss: 0.031194 | val_loss: 0.0311954 | Time: 1938.13 ms
[2022-04-16 05:23:44 main:574] : INFO : Epoch 1635 | loss: 0.0311954 | val_loss: 0.0311933 | Time: 1942.32 ms
[2022-04-16 05:23:46 main:574] : INFO : Epoch 1636 | loss: 0.0311949 | val_loss: 0.0311933 | Time: 1920.52 ms
[2022-04-16 05:23:48 main:574] : INFO : Epoch 1637 | loss: 0.0311959 | val_loss: 0.0311984 | Time: 1935.79 ms
[2022-04-16 05:23:50 main:574] : INFO : Epoch 1638 | loss: 0.0311948 | val_loss: 0.031194 | Time: 1945.19 ms
[2022-04-16 05:23:52 main:574] : INFO : Epoch 1639 | loss: 0.0311939 | val_loss: 0.0311952 | Time: 1949.64 ms
[2022-04-16 05:23:54 main:574] : INFO : Epoch 1640 | loss: 0.0311953 | val_loss: 0.0311943 | Time: 2075.41 ms
[2022-04-16 05:23:56 main:574] : INFO : Epoch 1641 | loss: 0.0311978 | val_loss: 0.0311929 | Time: 1909.93 ms
[2022-04-16 05:23:58 main:574] : INFO : Epoch 1642 | loss: 0.0311935 | val_loss: 0.031193 | Time: 1921.53 ms
[2022-04-16 05:24:00 main:574] : INFO : Epoch 1643 | loss: 0.0311934 | val_loss: 0.0311943 | Time: 1928.75 ms
[2022-04-16 05:24:02 main:574] : INFO : Epoch 1644 | loss: 0.0311942 | val_loss: 0.0311963 | Time: 1940.23 ms
[2022-04-16 05:24:04 main:574] : INFO : Epoch 1645 | loss: 0.0311976 | val_loss: 0.0312009 | Time: 1933.74 ms
[2022-04-16 05:24:06 main:574] : INFO : Epoch 1646 | loss: 0.0311979 | val_loss: 0.0311934 | Time: 1946.34 ms
[2022-04-16 05:24:07 main:574] : INFO : Epoch 1647 | loss: 0.0311976 | val_loss: 0.0311924 | Time: 1915.84 ms
[2022-04-16 05:24:09 main:574] : INFO : Epoch 1648 | loss: 0.0311946 | val_loss: 0.0311917 | Time: 1945.6 ms
[2022-04-16 05:24:11 main:574] : INFO : Epoch 1649 | loss: 0.0311925 | val_loss: 0.0311951 | Time: 1927.27 ms
[2022-04-16 05:24:13 main:574] : INFO : Epoch 1650 | loss: 0.031192 | val_loss: 0.0311925 | Time: 1942.18 ms
[2022-04-16 05:24:15 main:574] : INFO : Epoch 1651 | loss: 0.0311928 | val_loss: 0.031192 | Time: 1940.77 ms
[2022-04-16 05:24:17 main:574] : INFO : Epoch 1652 | loss: 0.031193 | val_loss: 0.0311913 | Time: 1987.42 ms
[2022-04-16 05:24:19 main:574] : INFO : Epoch 1653 | loss: 0.0311924 | val_loss: 0.0311911 | Time: 1956.65 ms
[2022-04-16 05:24:21 main:574] : INFO : Epoch 1654 | loss: 0.0311921 | val_loss: 0.0311911 | Time: 1972.55 ms
[2022-04-16 05:24:23 main:574] : INFO : Epoch 1655 | loss: 0.031193 | val_loss: 0.0311911 | Time: 1939.04 ms
[2022-04-16 05:24:25 main:574] : INFO : Epoch 1656 | loss: 0.0311935 | val_loss: 0.0311924 | Time: 1919.03 ms
[2022-04-16 05:24:27 main:574] : INFO : Epoch 1657 | loss: 0.0311918 | val_loss: 0.0311974 | Time: 1940.08 ms
[2022-04-16 05:24:29 main:574] : INFO : Epoch 1658 | loss: 0.0311924 | val_loss: 0.0311916 | Time: 1944.87 ms
[2022-04-16 05:24:31 main:574] : INFO : Epoch 1659 | loss: 0.0311912 | val_loss: 0.0311915 | Time: 1957.4 ms
[2022-04-16 05:24:33 main:574] : INFO : Epoch 1660 | loss: 0.0311925 | val_loss: 0.0311928 | Time: 1941.78 ms
[2022-04-16 05:24:35 main:574] : INFO : Epoch 1661 | loss: 0.031192 | val_loss: 0.0311979 | Time: 1945.96 ms
[2022-04-16 05:24:37 main:574] : INFO : Epoch 1662 | loss: 0.0311957 | val_loss: 0.0311906 | Time: 1936.57 ms
[2022-04-16 05:24:39 main:574] : INFO : Epoch 1663 | loss: 0.0311924 | val_loss: 0.0311905 | Time: 1928.43 ms
[2022-04-16 05:24:41 main:574] : INFO : Epoch 1664 | loss: 0.0311897 | val_loss: 0.0311993 | Time: 1909.04 ms
[2022-04-16 05:24:42 main:574] : INFO : Epoch 1665 | loss: 0.031194 | val_loss: 0.0311904 | Time: 1940.77 ms
[2022-04-16 05:24:44 main:574] : INFO : Epoch 1666 | loss: 0.031191 | val_loss: 0.031191 | Time: 1951.36 ms
[2022-04-16 05:24:46 main:574] : INFO : Epoch 1667 | loss: 0.0311899 | val_loss: 0.031192 | Time: 1920.85 ms
[2022-04-16 05:24:48 main:574] : INFO : Epoch 1668 | loss: 0.0311938 | val_loss: 0.031194 | Time: 1930.14 ms
[2022-04-16 05:24:50 main:574] : INFO : Epoch 1669 | loss: 0.0311904 | val_loss: 0.0311922 | Time: 1934.17 ms
[2022-04-16 05:24:52 main:574] : INFO : Epoch 1670 | loss: 0.0311901 | val_loss: 0.0311894 | Time: 1921.61 ms
[2022-04-16 05:24:54 main:574] : INFO : Epoch 1671 | loss: 0.0311899 | val_loss: 0.031193 | Time: 1923.57 ms
[2022-04-16 05:24:56 main:574] : INFO : Epoch 1672 | loss: 0.0311912 | val_loss: 0.0311915 | Time: 1964.56 ms
[2022-04-16 05:24:58 main:574] : INFO : Epoch 1673 | loss: 0.0311896 | val_loss: 0.0311897 | Time: 1930.07 ms
[2022-04-16 05:25:00 main:574] : INFO : Epoch 1674 | loss: 0.0311904 | val_loss: 0.0311894 | Time: 1958.84 ms
[2022-04-16 05:25:02 main:574] : INFO : Epoch 1675 | loss: 0.0311884 | val_loss: 0.0311889 | Time: 1939.66 ms
[2022-04-16 05:25:04 main:574] : INFO : Epoch 1676 | loss: 0.031189 | val_loss: 0.0311933 | Time: 1937.55 ms
[2022-04-16 05:25:06 main:574] : INFO : Epoch 1677 | loss: 0.031189 | val_loss: 0.0311886 | Time: 1939.07 ms
[2022-04-16 05:25:08 main:574] : INFO : Epoch 1678 | loss: 0.0311876 | val_loss: 0.0311884 | Time: 1949.33 ms
[2022-04-16 05:25:10 main:574] : INFO : Epoch 1679 | loss: 0.0311873 | val_loss: 0.0311883 | Time: 1968.93 ms
[2022-04-16 05:25:12 main:574] : INFO : Epoch 1680 | loss: 0.0311889 | val_loss: 0.031189 | Time: 1918.44 ms
[2022-04-16 05:25:14 main:574] : INFO : Epoch 1681 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 1941.49 ms
[2022-04-16 05:25:16 main:574] : INFO : Epoch 1682 | loss: 0.0311877 | val_loss: 0.0311886 | Time: 1935.01 ms
[2022-04-16 05:25:17 main:574] : INFO : Epoch 1683 | loss: 0.0311885 | val_loss: 0.0311883 | Time: 1960.78 ms
[2022-04-16 05:25:19 main:574] : INFO : Epoch 1684 | loss: 0.0311891 | val_loss: 0.0311881 | Time: 1964.2 ms
[2022-04-16 05:25:21 main:574] : INFO : Epoch 1685 | loss: 0.031189 | val_loss: 0.0311894 | Time: 1937.55 ms
[2022-04-16 05:25:23 main:574] : INFO : Epoch 1686 | loss: 0.0311906 | val_loss: 0.031188 | Time: 1956.45 ms
[2022-04-16 05:25:25 main:574] : INFO : Epoch 1687 | loss: 0.0311931 | val_loss: 0.0311913 | Time: 1966.54 ms
[2022-04-16 05:25:27 main:574] : INFO : Epoch 1688 | loss: 0.0311904 | val_loss: 0.0311876 | Time: 1950.06 ms
[2022-04-16 05:25:29 main:574] : INFO : Epoch 1689 | loss: 0.0311876 | val_loss: 0.031192 | Time: 1912.95 ms
[2022-04-16 05:25:31 main:574] : INFO : Epoch 1690 | loss: 0.0311867 | val_loss: 0.0311927 | Time: 1970.18 ms
[2022-04-16 05:25:33 main:574] : INFO : Epoch 1691 | loss: 0.0311888 | val_loss: 0.0311894 | Time: 1976.98 ms
[2022-04-16 05:25:35 main:574] : INFO : Epoch 1692 | loss: 0.0311902 | val_loss: 0.0311898 | Time: 1945.67 ms
[2022-04-16 05:25:37 main:574] : INFO : Epoch 1693 | loss: 0.0311869 | val_loss: 0.0311904 | Time: 2015.3 ms
[2022-04-16 05:25:39 main:574] : INFO : Epoch 1694 | loss: 0.0311871 | val_loss: 0.0311955 | Time: 1947.03 ms
[2022-04-16 05:25:41 main:574] : INFO : Epoch 1695 | loss: 0.0311891 | val_loss: 0.031189 | Time: 1926.12 ms
[2022-04-16 05:25:43 main:574] : INFO : Epoch 1696 | loss: 0.0311878 | val_loss: 0.031189 | Time: 1912.96 ms
[2022-04-16 05:25:45 main:574] : INFO : Epoch 1697 | loss: 0.0311893 | val_loss: 0.0312003 | Time: 1945.49 ms
[2022-04-16 05:25:47 main:574] : INFO : Epoch 1698 | loss: 0.0311907 | val_loss: 0.0311914 | Time: 1936.71 ms
[2022-04-16 05:25:49 main:574] : INFO : Epoch 1699 | loss: 0.0311884 | val_loss: 0.0311886 | Time: 1920.95 ms
[2022-04-16 05:25:51 main:574] : INFO : Epoch 1700 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 1929.83 ms
[2022-04-16 05:25:53 main:574] : INFO : Epoch 1701 | loss: 0.0311878 | val_loss: 0.031189 | Time: 1921.47 ms
[2022-04-16 05:25:55 main:574] : INFO : Epoch 1702 | loss: 0.0311872 | val_loss: 0.0311942 | Time: 1929.95 ms
[2022-04-16 05:25:56 main:574] : INFO : Epoch 1703 | loss: 0.0311896 | val_loss: 0.031192 | Time: 1919.84 ms
[2022-04-16 05:25:58 main:574] : INFO : Epoch 1704 | loss: 0.0311875 | val_loss: 0.0311878 | Time: 1934.31 ms
[2022-04-16 05:26:00 main:574] : INFO : Epoch 1705 | loss: 0.0311863 | val_loss: 0.03119 | Time: 1937.8 ms
[2022-04-16 05:26:02 main:574] : INFO : Epoch 1706 | loss: 0.0311857 | val_loss: 0.0311859 | Time: 1926.02 ms
[2022-04-16 05:26:04 main:574] : INFO : Epoch 1707 | loss: 0.0311855 | val_loss: 0.0311877 | Time: 1941.34 ms
[2022-04-16 05:26:06 main:574] : INFO : Epoch 1708 | loss: 0.0311876 | val_loss: 0.0311891 | Time: 1930.99 ms
[2022-04-16 05:26:08 main:574] : INFO : Epoch 1709 | loss: 0.0311845 | val_loss: 0.0311886 | Time: 1932.55 ms
[2022-04-16 05:26:10 main:574] : INFO : Epoch 1710 | loss: 0.0311869 | val_loss: 0.0311899 | Time: 1923.12 ms
[2022-04-16 05:26:12 main:574] : INFO : Epoch 1711 | loss: 0.0311898 | val_loss: 0.0311904 | Time: 1952.77 ms
[2022-04-16 05:26:14 main:574] : INFO : Epoch 1712 | loss: 0.0311953 | val_loss: 0.0311862 | Time: 1940.01 ms
[2022-04-16 05:26:16 main:574] : INFO : Epoch 1713 | loss: 0.0311883 | val_loss: 0.0311878 | Time: 1940.92 ms
[2022-04-16 05:26:18 main:574] : INFO : Epoch 1714 | loss: 0.0311853 | val_loss: 0.0311864 | Time: 1939.87 ms
[2022-04-16 05:26:20 main:574] : INFO : Epoch 1715 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 1966.96 ms
[2022-04-16 05:26:22 main:574] : INFO : Epoch 1716 | loss: 0.0311866 | val_loss: 0.0311859 | Time: 1945.38 ms
[2022-04-16 05:26:24 main:574] : INFO : Epoch 1717 | loss: 0.0311884 | val_loss: 0.0311915 | Time: 1929.28 ms
[2022-04-16 05:26:26 main:574] : INFO : Epoch 1718 | loss: 0.031188 | val_loss: 0.0311954 | Time: 1929.02 ms
[2022-04-16 05:26:28 main:574] : INFO : Epoch 1719 | loss: 0.0311863 | val_loss: 0.0311846 | Time: 1942.18 ms
[2022-04-16 05:26:29 main:574] : INFO : Epoch 1720 | loss: 0.0311838 | val_loss: 0.0311853 | Time: 1940.19 ms
[2022-04-16 05:26:31 main:574] : INFO : Epoch 1721 | loss: 0.0311838 | val_loss: 0.0311866 | Time: 1929.48 ms
[2022-04-16 05:26:33 main:574] : INFO : Epoch 1722 | loss: 0.0311844 | val_loss: 0.0311851 | Time: 1996.5 ms
[2022-04-16 05:26:35 main:574] : INFO : Epoch 1723 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 1990.54 ms
[2022-04-16 05:26:37 main:574] : INFO : Epoch 1724 | loss: 0.0311847 | val_loss: 0.0311859 | Time: 2001.48 ms
[2022-04-16 05:26:39 main:574] : INFO : Epoch 1725 | loss: 0.0311842 | val_loss: 0.0311864 | Time: 1976.2 ms
[2022-04-16 05:26:41 main:574] : INFO : Epoch 1726 | loss: 0.0311867 | val_loss: 0.0311974 | Time: 1947.63 ms
[2022-04-16 05:26:43 main:574] : INFO : Epoch 1727 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 1952.75 ms
[2022-04-16 05:26:45 main:574] : INFO : Epoch 1728 | loss: 0.0311834 | val_loss: 0.0311858 | Time: 2005.96 ms
[2022-04-16 05:26:47 main:574] : INFO : Epoch 1729 | loss: 0.0311874 | val_loss: 0.0311988 | Time: 1940.97 ms
[2022-04-16 05:26:49 main:574] : INFO : Epoch 1730 | loss: 0.0311875 | val_loss: 0.0311899 | Time: 1944.65 ms
[2022-04-16 05:26:51 main:574] : INFO : Epoch 1731 | loss: 0.0311832 | val_loss: 0.0311849 | Time: 1970.39 ms
[2022-04-16 05:26:53 main:574] : INFO : Epoch 1732 | loss: 0.0311824 | val_loss: 0.0311854 | Time: 1975.58 ms
[2022-04-16 05:26:55 main:574] : INFO : Epoch 1733 | loss: 0.031185 | val_loss: 0.0311912 | Time: 1931.03 ms
[2022-04-16 05:26:57 main:574] : INFO : Epoch 1734 | loss: 0.0311872 | val_loss: 0.0311894 | Time: 1931.43 ms
[2022-04-16 05:26:59 main:574] : INFO : Epoch 1735 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 1961.25 ms
[2022-04-16 05:27:01 main:574] : INFO : Epoch 1736 | loss: 0.0311823 | val_loss: 0.0311849 | Time: 1913.74 ms
[2022-04-16 05:27:03 main:574] : INFO : Epoch 1737 | loss: 0.0311821 | val_loss: 0.03119 | Time: 1963.39 ms
[2022-04-16 05:27:05 main:574] : INFO : Epoch 1738 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 1998.99 ms
[2022-04-16 05:27:07 main:574] : INFO : Epoch 1739 | loss: 0.0311815 | val_loss: 0.0311843 | Time: 1978.22 ms
[2022-04-16 05:27:09 main:574] : INFO : Epoch 1740 | loss: 0.0311813 | val_loss: 0.0311835 | Time: 1947.22 ms
[2022-04-16 05:27:11 main:574] : INFO : Epoch 1741 | loss: 0.0311804 | val_loss: 0.0311853 | Time: 1951.57 ms
[2022-04-16 05:27:13 main:574] : INFO : Epoch 1742 | loss: 0.0311807 | val_loss: 0.0311835 | Time: 1944.33 ms
[2022-04-16 05:27:15 main:574] : INFO : Epoch 1743 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 1954.99 ms
[2022-04-16 05:27:17 main:574] : INFO : Epoch 1744 | loss: 0.03118 | val_loss: 0.0311839 | Time: 1929.55 ms
[2022-04-16 05:27:19 main:574] : INFO : Epoch 1745 | loss: 0.0311809 | val_loss: 0.031189 | Time: 1925.82 ms
[2022-04-16 05:27:21 main:574] : INFO : Epoch 1746 | loss: 0.0311864 | val_loss: 0.0311835 | Time: 1952.25 ms
[2022-04-16 05:27:22 main:574] : INFO : Epoch 1747 | loss: 0.0311807 | val_loss: 0.0311843 | Time: 1934.4 ms
[2022-04-16 05:27:24 main:574] : INFO : Epoch 1748 | loss: 0.0311809 | val_loss: 0.0311828 | Time: 1952.59 ms
[2022-04-16 05:27:26 main:574] : INFO : Epoch 1749 | loss: 0.0311813 | val_loss: 0.0311872 | Time: 1930.92 ms
[2022-04-16 05:27:28 main:574] : INFO : Epoch 1750 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 1919.44 ms
[2022-04-16 05:27:30 main:574] : INFO : Epoch 1751 | loss: 0.0311825 | val_loss: 0.0311857 | Time: 1923.81 ms
[2022-04-16 05:27:32 main:574] : INFO : Epoch 1752 | loss: 0.0311833 | val_loss: 0.0311823 | Time: 1942.69 ms
[2022-04-16 05:27:34 main:574] : INFO : Epoch 1753 | loss: 0.0311893 | val_loss: 0.0311841 | Time: 1929.76 ms
[2022-04-16 05:27:36 main:574] : INFO : Epoch 1754 | loss: 0.0311907 | val_loss: 0.0311867 | Time: 1928.97 ms
[2022-04-16 05:27:38 main:574] : INFO : Epoch 1755 | loss: 0.0311877 | val_loss: 0.031187 | Time: 1928.7 ms
[2022-04-16 05:27:40 main:574] : INFO : Epoch 1756 | loss: 0.0311831 | val_loss: 0.0311832 | Time: 1924.16 ms
[2022-04-16 05:27:42 main:574] : INFO : Epoch 1757 | loss: 0.031183 | val_loss: 0.0311865 | Time: 1902.65 ms
[2022-04-16 05:27:44 main:574] : INFO : Epoch 1758 | loss: 0.0311819 | val_loss: 0.0311828 | Time: 1946.84 ms
[2022-04-16 05:27:46 main:574] : INFO : Epoch 1759 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 1946.83 ms
[2022-04-16 05:27:48 main:574] : INFO : Epoch 1760 | loss: 0.0311805 | val_loss: 0.0311838 | Time: 1951.94 ms
[2022-04-16 05:27:50 main:574] : INFO : Epoch 1761 | loss: 0.03118 | val_loss: 0.031182 | Time: 2017.07 ms
[2022-04-16 05:27:52 main:574] : INFO : Epoch 1762 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 1926.86 ms
[2022-04-16 05:27:53 main:574] : INFO : Epoch 1763 | loss: 0.0311825 | val_loss: 0.0311846 | Time: 1913.71 ms
[2022-04-16 05:27:55 main:574] : INFO : Epoch 1764 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 1982.23 ms
[2022-04-16 05:27:57 main:574] : INFO : Epoch 1765 | loss: 0.0311788 | val_loss: 0.0311829 | Time: 1972.75 ms
[2022-04-16 05:27:59 main:574] : INFO : Epoch 1766 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 1993.92 ms
[2022-04-16 05:28:01 main:574] : INFO : Epoch 1767 | loss: 0.0311815 | val_loss: 0.0311831 | Time: 1979.7 ms
[2022-04-16 05:28:03 main:574] : INFO : Epoch 1768 | loss: 0.031179 | val_loss: 0.0311835 | Time: 1995.04 ms
[2022-04-16 05:28:05 main:574] : INFO : Epoch 1769 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 1938.45 ms
[2022-04-16 05:28:07 main:574] : INFO : Epoch 1770 | loss: 0.0311792 | val_loss: 0.0311827 | Time: 1954.19 ms
[2022-04-16 05:28:09 main:574] : INFO : Epoch 1771 | loss: 0.0311803 | val_loss: 0.0311937 | Time: 1948.6 ms
[2022-04-16 05:28:11 main:574] : INFO : Epoch 1772 | loss: 0.0311796 | val_loss: 0.0311837 | Time: 1983.63 ms
[2022-04-16 05:28:13 main:574] : INFO : Epoch 1773 | loss: 0.0311791 | val_loss: 0.0311822 | Time: 1971.3 ms
[2022-04-16 05:28:15 main:574] : INFO : Epoch 1774 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 1933.83 ms
[2022-04-16 05:28:17 main:574] : INFO : Epoch 1775 | loss: 0.0311778 | val_loss: 0.0311841 | Time: 1968.75 ms
[2022-04-16 05:28:19 main:574] : INFO : Epoch 1776 | loss: 0.0311772 | val_loss: 0.0311824 | Time: 1946.66 ms
[2022-04-16 05:28:21 main:574] : INFO : Epoch 1777 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 1941.23 ms
[2022-04-16 05:28:23 main:574] : INFO : Epoch 1778 | loss: 0.0311788 | val_loss: 0.0311887 | Time: 1951.94 ms
[2022-04-16 05:28:25 main:574] : INFO : Epoch 1779 | loss: 0.0311827 | val_loss: 0.0311884 | Time: 1961.23 ms
[2022-04-16 05:28:27 main:574] : INFO : Epoch 1780 | loss: 0.0311827 | val_loss: 0.0311822 | Time: 1970.92 ms
[2022-04-16 05:28:29 main:574] : INFO : Epoch 1781 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 1956.58 ms
[2022-04-16 05:28:31 main:574] : INFO : Epoch 1782 | loss: 0.0311804 | val_loss: 0.0311863 | Time: 1957.22 ms
[2022-04-16 05:28:33 main:574] : INFO : Epoch 1783 | loss: 0.0311797 | val_loss: 0.0311854 | Time: 1965.89 ms
[2022-04-16 05:28:35 main:574] : INFO : Epoch 1784 | loss: 0.0311792 | val_loss: 0.0311832 | Time: 1942.96 ms
[2022-04-16 05:28:37 main:574] : INFO : Epoch 1785 | loss: 0.0311847 | val_loss: 0.031189 | Time: 1956.32 ms
[2022-04-16 05:28:39 main:574] : INFO : Epoch 1786 | loss: 0.0311797 | val_loss: 0.0311926 | Time: 1939.57 ms
[2022-04-16 05:28:41 main:574] : INFO : Epoch 1787 | loss: 0.0311821 | val_loss: 0.0311866 | Time: 1945.92 ms
[2022-04-16 05:28:43 main:574] : INFO : Epoch 1788 | loss: 0.0311784 | val_loss: 0.0311825 | Time: 1959.11 ms
[2022-04-16 05:28:45 main:574] : INFO : Epoch 1789 | loss: 0.0311781 | val_loss: 0.0311835 | Time: 1973.1 ms
[2022-04-16 05:28:47 main:574] : INFO : Epoch 1790 | loss: 0.0311778 | val_loss: 0.0311841 | Time: 1965.91 ms
[2022-04-16 05:28:49 main:574] : INFO : Epoch 1791 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 1934.8 ms
[2022-04-16 05:28:50 main:574] : INFO : Epoch 1792 | loss: 0.0311798 | val_loss: 0.031181 | Time: 1943.09 ms
[2022-04-16 05:28:52 main:574] : INFO : Epoch 1793 | loss: 0.0311814 | val_loss: 0.031192 | Time: 1969.44 ms
[2022-04-16 05:28:54 main:574] : INFO : Epoch 1794 | loss: 0.0311787 | val_loss: 0.0311869 | Time: 1975.73 ms
[2022-04-16 05:28:56 main:574] : INFO : Epoch 1795 | loss: 0.0311797 | val_loss: 0.0311826 | Time: 1957.7 ms
[2022-04-16 05:28:58 main:574] : INFO : Epoch 1796 | loss: 0.0311845 | val_loss: 0.031197 | Time: 1943.87 ms
[2022-04-16 05:29:00 main:574] : INFO : Epoch 1797 | loss: 0.0311842 | val_loss: 0.031182 | Time: 1949.58 ms
[2022-04-16 05:29:02 main:574] : INFO : Epoch 1798 | loss: 0.0311801 | val_loss: 0.0311864 | Time: 1957.2 ms
[2022-04-16 05:29:04 main:574] : INFO : Epoch 1799 | loss: 0.0311787 | val_loss: 0.0311819 | Time: 1968.95 ms
[2022-04-16 05:29:06 main:574] : INFO : Epoch 1800 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 1945.5 ms
[2022-04-16 05:29:08 main:574] : INFO : Epoch 1801 | loss: 0.0311775 | val_loss: 0.0311811 | Time: 1965.43 ms
[2022-04-16 05:29:10 main:574] : INFO : Epoch 1802 | loss: 0.0311773 | val_loss: 0.0311817 | Time: 1922.17 ms
[2022-04-16 05:29:12 main:574] : INFO : Epoch 1803 | loss: 0.0311781 | val_loss: 0.0311806 | Time: 1936.46 ms
[2022-04-16 05:29:14 main:574] : INFO : Epoch 1804 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 1960.66 ms
[2022-04-16 05:29:16 main:574] : INFO : Epoch 1805 | loss: 0.0311786 | val_loss: 0.031183 | Time: 1931.7 ms
[2022-04-16 05:29:18 main:574] : INFO : Epoch 1806 | loss: 0.031179 | val_loss: 0.0311823 | Time: 1938.04 ms
[2022-04-16 05:29:20 main:574] : INFO : Epoch 1807 | loss: 0.0311829 | val_loss: 0.0311811 | Time: 1951.81 ms
[2022-04-16 05:29:22 main:574] : INFO : Epoch 1808 | loss: 0.0311784 | val_loss: 0.031184 | Time: 1975.16 ms
[2022-04-16 05:29:24 main:574] : INFO : Epoch 1809 | loss: 0.0311786 | val_loss: 0.031182 | Time: 1938.42 ms
[2022-04-16 05:29:26 main:574] : INFO : Epoch 1810 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 1967.44 ms
[2022-04-16 05:29:28 main:574] : INFO : Epoch 1811 | loss: 0.0311764 | val_loss: 0.0311801 | Time: 1943.63 ms
[2022-04-16 05:29:30 main:574] : INFO : Epoch 1812 | loss: 0.0311801 | val_loss: 0.031184 | Time: 1945.54 ms
[2022-04-16 05:29:32 main:574] : INFO : Epoch 1813 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 1960.24 ms
[2022-04-16 05:29:34 main:574] : INFO : Epoch 1814 | loss: 0.0311828 | val_loss: 0.0311975 | Time: 1941.73 ms
[2022-04-16 05:29:35 main:574] : INFO : Epoch 1815 | loss: 0.0311858 | val_loss: 0.0311816 | Time: 1915.88 ms
[2022-04-16 05:29:37 main:574] : INFO : Epoch 1816 | loss: 0.031177 | val_loss: 0.0311829 | Time: 1921.63 ms
[2022-04-16 05:29:39 main:574] : INFO : Epoch 1817 | loss: 0.0311768 | val_loss: 0.0311811 | Time: 1915.5 ms
[2022-04-16 05:29:41 main:574] : INFO : Epoch 1818 | loss: 0.0311757 | val_loss: 0.03118 | Time: 1910.56 ms
[2022-04-16 05:29:43 main:574] : INFO : Epoch 1819 | loss: 0.0311748 | val_loss: 0.0311835 | Time: 1935.01 ms
[2022-04-16 05:29:45 main:574] : INFO : Epoch 1820 | loss: 0.0311782 | val_loss: 0.0311811 | Time: 1950.5 ms
[2022-04-16 05:29:47 main:574] : INFO : Epoch 1821 | loss: 0.0311768 | val_loss: 0.0311815 | Time: 1978.03 ms
[2022-04-16 05:29:49 main:574] : INFO : Epoch 1822 | loss: 0.0311783 | val_loss: 0.0311828 | Time: 1950.33 ms
[2022-04-16 05:29:51 main:574] : INFO : Epoch 1823 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 1943.64 ms
[2022-04-16 05:29:53 main:574] : INFO : Epoch 1824 | loss: 0.0311748 | val_loss: 0.0311832 | Time: 1919.43 ms
[2022-04-16 05:29:55 main:574] : INFO : Epoch 1825 | loss: 0.0311783 | val_loss: 0.0311827 | Time: 1906.68 ms
[2022-04-16 05:29:57 main:574] : INFO : Epoch 1826 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 1933.56 ms
[2022-04-16 05:29:59 main:574] : INFO : Epoch 1827 | loss: 0.0311745 | val_loss: 0.0311815 | Time: 1958.11 ms
[2022-04-16 05:30:01 main:574] : INFO : Epoch 1828 | loss: 0.0311776 | val_loss: 0.0311867 | Time: 1949.34 ms
[2022-04-16 05:30:03 main:574] : INFO : Epoch 1829 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 1975.84 ms
[2022-04-16 05:30:05 main:574] : INFO : Epoch 1830 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 1959.02 ms
[2022-04-16 05:30:07 main:574] : INFO : Epoch 1831 | loss: 0.031175 | val_loss: 0.0311804 | Time: 1949.26 ms
[2022-04-16 05:30:08 main:574] : INFO : Epoch 1832 | loss: 0.031176 | val_loss: 0.0311849 | Time: 1931.53 ms
[2022-04-16 05:30:10 main:574] : INFO : Epoch 1833 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 1943.76 ms
[2022-04-16 05:30:12 main:574] : INFO : Epoch 1834 | loss: 0.0311791 | val_loss: 0.031183 | Time: 1932.85 ms
[2022-04-16 05:30:14 main:574] : INFO : Epoch 1835 | loss: 0.031176 | val_loss: 0.0311849 | Time: 1957.2 ms
[2022-04-16 05:30:16 main:574] : INFO : Epoch 1836 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 1949.36 ms
[2022-04-16 05:30:18 main:574] : INFO : Epoch 1837 | loss: 0.031176 | val_loss: 0.031181 | Time: 1924.31 ms
[2022-04-16 05:30:20 main:574] : INFO : Epoch 1838 | loss: 0.0311749 | val_loss: 0.0311795 | Time: 1952.57 ms
[2022-04-16 05:30:22 main:574] : INFO : Epoch 1839 | loss: 0.0311746 | val_loss: 0.0311808 | Time: 1939.25 ms
[2022-04-16 05:30:24 main:574] : INFO : Epoch 1840 | loss: 0.0311772 | val_loss: 0.0311848 | Time: 1955.78 ms
[2022-04-16 05:30:26 main:574] : INFO : Epoch 1841 | loss: 0.0311762 | val_loss: 0.0311837 | Time: 1948.75 ms
[2022-04-16 05:30:28 main:574] : INFO : Epoch 1842 | loss: 0.0311749 | val_loss: 0.0311846 | Time: 1912.29 ms
[2022-04-16 05:30:30 main:574] : INFO : Epoch 1843 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 1954.78 ms
[2022-04-16 05:30:32 main:574] : INFO : Epoch 1844 | loss: 0.0311766 | val_loss: 0.0311856 | Time: 1960.58 ms
[2022-04-16 05:30:34 main:574] : INFO : Epoch 1845 | loss: 0.031175 | val_loss: 0.031182 | Time: 1972.22 ms
[2022-04-16 05:30:36 main:574] : INFO : Epoch 1846 | loss: 0.0311742 | val_loss: 0.0311821 | Time: 1965.75 ms
[2022-04-16 05:30:38 main:574] : INFO : Epoch 1847 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 1953.29 ms
[2022-04-16 05:30:40 main:574] : INFO : Epoch 1848 | loss: 0.0311725 | val_loss: 0.0311841 | Time: 1957.06 ms
[2022-04-16 05:30:42 main:574] : INFO : Epoch 1849 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 1948.93 ms
[2022-04-16 05:30:44 main:574] : INFO : Epoch 1850 | loss: 0.0311724 | val_loss: 0.0311838 | Time: 2098.83 ms
[2022-04-16 05:30:46 main:574] : INFO : Epoch 1851 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 1921.81 ms
[2022-04-16 05:30:48 main:574] : INFO : Epoch 1852 | loss: 0.0311756 | val_loss: 0.0311821 | Time: 1923.37 ms
[2022-04-16 05:30:50 main:574] : INFO : Epoch 1853 | loss: 0.0311735 | val_loss: 0.0311806 | Time: 1925.35 ms
[2022-04-16 05:30:52 main:574] : INFO : Epoch 1854 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 1950.64 ms
[2022-04-16 05:30:53 main:574] : INFO : Epoch 1855 | loss: 0.0311762 | val_loss: 0.0311804 | Time: 1938.17 ms
[2022-04-16 05:30:55 main:574] : INFO : Epoch 1856 | loss: 0.0311736 | val_loss: 0.0311805 | Time: 1929.01 ms
[2022-04-16 05:30:57 main:574] : INFO : Epoch 1857 | loss: 0.0311738 | val_loss: 0.0311803 | Time: 1946.81 ms
[2022-04-16 05:30:59 main:574] : INFO : Epoch 1858 | loss: 0.0311736 | val_loss: 0.0311861 | Time: 1954.28 ms
[2022-04-16 05:31:01 main:574] : INFO : Epoch 1859 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 1944.4 ms
[2022-04-16 05:31:03 main:574] : INFO : Epoch 1860 | loss: 0.0311741 | val_loss: 0.0311806 | Time: 1963.58 ms
[2022-04-16 05:31:05 main:574] : INFO : Epoch 1861 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 1961.09 ms
[2022-04-16 05:31:07 main:574] : INFO : Epoch 1862 | loss: 0.0311744 | val_loss: 0.0311805 | Time: 1951.09 ms
[2022-04-16 05:31:09 main:574] : INFO : Epoch 1863 | loss: 0.0311727 | val_loss: 0.0311809 | Time: 1940.24 ms
[2022-04-16 05:31:11 main:574] : INFO : Epoch 1864 | loss: 0.0311727 | val_loss: 0.0311794 | Time: 1943.88 ms
[2022-04-16 05:31:13 main:574] : INFO : Epoch 1865 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 1887.24 ms
[2022-04-16 05:31:15 main:574] : INFO : Epoch 1866 | loss: 0.0311726 | val_loss: 0.0311804 | Time: 1961.17 ms
[2022-04-16 05:31:17 main:574] : INFO : Epoch 1867 | loss: 0.031172 | val_loss: 0.0311799 | Time: 1935.8 ms
[2022-04-16 05:31:19 main:574] : INFO : Epoch 1868 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 1952.41 ms
[2022-04-16 05:31:21 main:574] : INFO : Epoch 1869 | loss: 0.0311727 | val_loss: 0.0311801 | Time: 1926.23 ms
[2022-04-16 05:31:23 main:574] : INFO : Epoch 1870 | loss: 0.0311717 | val_loss: 0.0311818 | Time: 1942.06 ms
[2022-04-16 05:31:25 main:574] : INFO : Epoch 1871 | loss: 0.0311726 | val_loss: 0.0311844 | Time: 1964.79 ms
[2022-04-16 05:31:27 main:574] : INFO : Epoch 1872 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 1974.17 ms
[2022-04-16 05:31:29 main:574] : INFO : Epoch 1873 | loss: 0.0311785 | val_loss: 0.0311859 | Time: 1924.31 ms
[2022-04-16 05:31:30 main:574] : INFO : Epoch 1874 | loss: 0.0311821 | val_loss: 0.0311847 | Time: 1937.3 ms
[2022-04-16 05:31:32 main:574] : INFO : Epoch 1875 | loss: 0.0311722 | val_loss: 0.0311802 | Time: 1930.39 ms
[2022-04-16 05:31:34 main:574] : INFO : Epoch 1876 | loss: 0.0311735 | val_loss: 0.0311802 | Time: 1959.65 ms
[2022-04-16 05:31:36 main:574] : INFO : Epoch 1877 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 1949.23 ms
[2022-04-16 05:31:38 main:574] : INFO : Epoch 1878 | loss: 0.0311743 | val_loss: 0.0311796 | Time: 1922.99 ms
[2022-04-16 05:31:40 main:574] : INFO : Epoch 1879 | loss: 0.031172 | val_loss: 0.031181 | Time: 1935.5 ms
[2022-04-16 05:31:42 main:574] : INFO : Epoch 1880 | loss: 0.0311726 | val_loss: 0.0311834 | Time: 1930.24 ms
[2022-04-16 05:31:44 main:574] : INFO : Epoch 1881 | loss: 0.0311719 | val_loss: 0.0311796 | Time: 1944.11 ms
[2022-04-16 05:31:46 main:574] : INFO : Epoch 1882 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 1972.25 ms
[2022-04-16 05:31:48 main:574] : INFO : Epoch 1883 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 1926.07 ms
[2022-04-16 05:31:50 main:574] : INFO : Epoch 1884 | loss: 0.0311734 | val_loss: 0.0311789 | Time: 1938.9 ms
[2022-04-16 05:31:52 main:574] : INFO : Epoch 1885 | loss: 0.0311748 | val_loss: 0.0311843 | Time: 1938.92 ms
[2022-04-16 05:31:54 main:574] : INFO : Epoch 1886 | loss: 0.0311752 | val_loss: 0.0311856 | Time: 1930.62 ms
[2022-04-16 05:31:56 main:574] : INFO : Epoch 1887 | loss: 0.031172 | val_loss: 0.0311798 | Time: 1905.78 ms
[2022-04-16 05:31:58 main:574] : INFO : Epoch 1888 | loss: 0.0311783 | val_loss: 0.031186 | Time: 1934.19 ms
[2022-04-16 05:32:00 main:574] : INFO : Epoch 1889 | loss: 0.031174 | val_loss: 0.0311828 | Time: 1933.11 ms
[2022-04-16 05:32:02 main:574] : INFO : Epoch 1890 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 1932.38 ms
[2022-04-16 05:32:03 main:574] : INFO : Epoch 1891 | loss: 0.0311711 | val_loss: 0.0311812 | Time: 1929.95 ms
[2022-04-16 05:32:05 main:574] : INFO : Epoch 1892 | loss: 0.0311711 | val_loss: 0.0311804 | Time: 1937.81 ms
[2022-04-16 05:32:07 main:574] : INFO : Epoch 1893 | loss: 0.0311711 | val_loss: 0.0311811 | Time: 1919.73 ms
[2022-04-16 05:32:09 main:574] : INFO : Epoch 1894 | loss: 0.0311718 | val_loss: 0.03118 | Time: 1927.28 ms
[2022-04-16 05:32:11 main:574] : INFO : Epoch 1895 | loss: 0.0311714 | val_loss: 0.0311794 | Time: 1959.21 ms
[2022-04-16 05:32:13 main:574] : INFO : Epoch 1896 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 1935.88 ms
[2022-04-16 05:32:15 main:574] : INFO : Epoch 1897 | loss: 0.0311854 | val_loss: 0.0311782 | Time: 1935.66 ms
[2022-04-16 05:32:17 main:574] : INFO : Epoch 1898 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 1933.09 ms
[2022-04-16 05:32:19 main:574] : INFO : Epoch 1899 | loss: 0.0311724 | val_loss: 0.0311812 | Time: 1937.55 ms
[2022-04-16 05:32:21 main:574] : INFO : Epoch 1900 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 1934.18 ms
[2022-04-16 05:32:23 main:574] : INFO : Epoch 1901 | loss: 0.0311752 | val_loss: 0.0311809 | Time: 1956.95 ms
[2022-04-16 05:32:25 main:574] : INFO : Epoch 1902 | loss: 0.0311713 | val_loss: 0.0311816 | Time: 1964.84 ms
[2022-04-16 05:32:27 main:574] : INFO : Epoch 1903 | loss: 0.0311721 | val_loss: 0.0311792 | Time: 1951.65 ms
[2022-04-16 05:32:29 main:574] : INFO : Epoch 1904 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 1934.47 ms
[2022-04-16 05:32:31 main:574] : INFO : Epoch 1905 | loss: 0.0311706 | val_loss: 0.0311789 | Time: 1920.16 ms
[2022-04-16 05:32:33 main:574] : INFO : Epoch 1906 | loss: 0.0311741 | val_loss: 0.0311886 | Time: 1939.32 ms
[2022-04-16 05:32:35 main:574] : INFO : Epoch 1907 | loss: 0.0311758 | val_loss: 0.0311895 | Time: 1935.75 ms
[2022-04-16 05:32:37 main:574] : INFO : Epoch 1908 | loss: 0.031172 | val_loss: 0.0311804 | Time: 1934.07 ms
[2022-04-16 05:32:38 main:574] : INFO : Epoch 1909 | loss: 0.0311707 | val_loss: 0.0311804 | Time: 1943.24 ms
[2022-04-16 05:32:40 main:574] : INFO : Epoch 1910 | loss: 0.0311706 | val_loss: 0.0311818 | Time: 1951.64 ms
[2022-04-16 05:32:42 main:574] : INFO : Epoch 1911 | loss: 0.031171 | val_loss: 0.0311783 | Time: 1910.4 ms
[2022-04-16 05:32:44 main:574] : INFO : Epoch 1912 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 1966.47 ms
[2022-04-16 05:32:46 main:574] : INFO : Epoch 1913 | loss: 0.0311719 | val_loss: 0.0311796 | Time: 1928.86 ms
[2022-04-16 05:32:48 main:574] : INFO : Epoch 1914 | loss: 0.0311703 | val_loss: 0.03118 | Time: 1987.76 ms
[2022-04-16 05:32:50 main:574] : INFO : Epoch 1915 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 1950.67 ms
[2022-04-16 05:32:52 main:574] : INFO : Epoch 1916 | loss: 0.0311724 | val_loss: 0.03118 | Time: 1946.31 ms
[2022-04-16 05:32:54 main:574] : INFO : Epoch 1917 | loss: 0.0311714 | val_loss: 0.0311812 | Time: 1954.71 ms
[2022-04-16 05:32:56 main:574] : INFO : Epoch 1918 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 1911.7 ms
[2022-04-16 05:32:58 main:574] : INFO : Epoch 1919 | loss: 0.0311724 | val_loss: 0.0311797 | Time: 1975.82 ms
[2022-04-16 05:33:00 main:574] : INFO : Epoch 1920 | loss: 0.03117 | val_loss: 0.0311782 | Time: 1966.54 ms
[2022-04-16 05:33:02 main:574] : INFO : Epoch 1921 | loss: 0.0311723 | val_loss: 0.0311798 | Time: 1960.7 ms
[2022-04-16 05:33:04 main:574] : INFO : Epoch 1922 | loss: 0.0311716 | val_loss: 0.0311777 | Time: 1983.5 ms
[2022-04-16 05:33:06 main:574] : INFO : Epoch 1923 | loss: 0.0311706 | val_loss: 0.0311902 | Time: 1969.76 ms
[2022-04-16 05:33:08 main:574] : INFO : Epoch 1924 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 1949.76 ms
[2022-04-16 05:33:10 main:574] : INFO : Epoch 1925 | loss: 0.0311725 | val_loss: 0.031192 | Time: 1961.9 ms
[2022-04-16 05:33:12 main:574] : INFO : Epoch 1926 | loss: 0.0311721 | val_loss: 0.0311826 | Time: 1927 ms
[2022-04-16 05:33:14 main:574] : INFO : Epoch 1927 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 1941.05 ms
[2022-04-16 05:33:16 main:574] : INFO : Epoch 1928 | loss: 0.0311725 | val_loss: 0.0311809 | Time: 1953.44 ms
[2022-04-16 05:33:18 main:574] : INFO : Epoch 1929 | loss: 0.0311743 | val_loss: 0.0311892 | Time: 1944.88 ms
[2022-04-16 05:33:20 main:574] : INFO : Epoch 1930 | loss: 0.0311741 | val_loss: 0.0311834 | Time: 1961.32 ms
[2022-04-16 05:33:21 main:574] : INFO : Epoch 1931 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 1937.72 ms
[2022-04-16 05:33:23 main:574] : INFO : Epoch 1932 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 1950.79 ms
[2022-04-16 05:33:25 main:574] : INFO : Epoch 1933 | loss: 0.0311771 | val_loss: 0.0311838 | Time: 1944.37 ms
[2022-04-16 05:33:27 main:574] : INFO : Epoch 1934 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 1935.59 ms
[2022-04-16 05:33:29 main:574] : INFO : Epoch 1935 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 1963.76 ms
[2022-04-16 05:33:31 main:574] : INFO : Epoch 1936 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 1961.99 ms
[2022-04-16 05:33:33 main:574] : INFO : Epoch 1937 | loss: 0.0311767 | val_loss: 0.0311804 | Time: 1954.88 ms
[2022-04-16 05:33:35 main:574] : INFO : Epoch 1938 | loss: 0.0311745 | val_loss: 0.0311815 | Time: 1924.63 ms
[2022-04-16 05:33:37 main:574] : INFO : Epoch 1939 | loss: 0.0311747 | val_loss: 0.0311885 | Time: 1928 ms
[2022-04-16 05:33:39 main:574] : INFO : Epoch 1940 | loss: 0.0311722 | val_loss: 0.0311793 | Time: 1915.72 ms
[2022-04-16 05:33:41 main:574] : INFO : Epoch 1941 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 1927.52 ms
[2022-04-16 05:33:43 main:574] : INFO : Epoch 1942 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 1950.98 ms
[2022-04-16 05:33:45 main:574] : INFO : Epoch 1943 | loss: 0.0311717 | val_loss: 0.0311782 | Time: 1961.58 ms
[2022-04-16 05:33:47 main:574] : INFO : Epoch 1944 | loss: 0.0311744 | val_loss: 0.0311837 | Time: 1926.29 ms
[2022-04-16 05:33:49 main:574] : INFO : Epoch 1945 | loss: 0.0311762 | val_loss: 0.0311804 | Time: 1953.41 ms
[2022-04-16 05:33:51 main:574] : INFO : Epoch 1946 | loss: 0.0311729 | val_loss: 0.0311789 | Time: 1946 ms
[2022-04-16 05:33:53 main:574] : INFO : Epoch 1947 | loss: 0.0311729 | val_loss: 0.0311785 | Time: 1945.53 ms
[2022-04-16 05:33:55 main:574] : INFO : Epoch 1948 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 1957.96 ms
[2022-04-16 05:33:57 main:574] : INFO : Epoch 1949 | loss: 0.0311705 | val_loss: 0.0311806 | Time: 1961.02 ms
[2022-04-16 05:33:59 main:574] : INFO : Epoch 1950 | loss: 0.0311719 | val_loss: 0.0311801 | Time: 1949.24 ms
[2022-04-16 05:34:00 main:574] : INFO : Epoch 1951 | loss: 0.0311714 | val_loss: 0.0311772 | Time: 1922.91 ms
[2022-04-16 05:34:02 main:574] : INFO : Epoch 1952 | loss: 0.0311693 | val_loss: 0.0311776 | Time: 1943.32 ms
[2022-04-16 05:34:04 main:574] : INFO : Epoch 1953 | loss: 0.0311718 | val_loss: 0.031177 | Time: 1953.97 ms
[2022-04-16 05:34:06 main:574] : INFO : Epoch 1954 | loss: 0.0311774 | val_loss: 0.0311882 | Time: 1956.98 ms
[2022-04-16 05:34:08 main:574] : INFO : Epoch 1955 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1955.32 ms
[2022-04-16 05:34:10 main:574] : INFO : Epoch 1956 | loss: 0.0311697 | val_loss: 0.0311799 | Time: 1947.72 ms
[2022-04-16 05:34:12 main:574] : INFO : Epoch 1957 | loss: 0.0311708 | val_loss: 0.0311794 | Time: 1928.75 ms
[2022-04-16 05:34:14 main:574] : INFO : Epoch 1958 | loss: 0.0311699 | val_loss: 0.031177 | Time: 1957.95 ms
[2022-04-16 05:34:16 main:574] : INFO : Epoch 1959 | loss: 0.0311715 | val_loss: 0.0311833 | Time: 1949.86 ms
[2022-04-16 05:34:18 main:574] : INFO : Epoch 1960 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 1905.49 ms
[2022-04-16 05:34:20 main:574] : INFO : Epoch 1961 | loss: 0.0311819 | val_loss: 0.0311797 | Time: 1941.74 ms
[2022-04-16 05:34:22 main:574] : INFO : Epoch 1962 | loss: 0.0311798 | val_loss: 0.0311792 | Time: 1955.33 ms
[2022-04-16 05:34:24 main:574] : INFO : Epoch 1963 | loss: 0.031181 | val_loss: 0.0311899 | Time: 1926.79 ms
[2022-04-16 05:34:26 main:574] : INFO : Epoch 1964 | loss: 0.0311947 | val_loss: 0.0311907 | Time: 1918.04 ms
[2022-04-16 05:34:28 main:574] : INFO : Epoch 1965 | loss: 0.03119 | val_loss: 0.031192 | Time: 1905.24 ms
[2022-04-16 05:34:30 main:574] : INFO : Epoch 1966 | loss: 0.0311874 | val_loss: 0.0311941 | Time: 1939.96 ms
[2022-04-16 05:34:32 main:574] : INFO : Epoch 1967 | loss: 0.0311887 | val_loss: 0.0311945 | Time: 1959.98 ms
[2022-04-16 05:34:33 main:574] : INFO : Epoch 1968 | loss: 0.0311859 | val_loss: 0.0311899 | Time: 1912.13 ms
[2022-04-16 05:34:35 main:574] : INFO : Epoch 1969 | loss: 0.0311846 | val_loss: 0.0311886 | Time: 1956.07 ms
[2022-04-16 05:34:37 main:574] : INFO : Epoch 1970 | loss: 0.031184 | val_loss: 0.0311884 | Time: 1932.03 ms
[2022-04-16 05:34:39 main:574] : INFO : Epoch 1971 | loss: 0.0311826 | val_loss: 0.0311863 | Time: 1942.73 ms
[2022-04-16 05:34:41 main:574] : INFO : Epoch 1972 | loss: 0.031184 | val_loss: 0.0311938 | Time: 1905.99 ms
[2022-04-16 05:34:43 main:574] : INFO : Epoch 1973 | loss: 0.0311828 | val_loss: 0.0311849 | Time: 1928.65 ms
[2022-04-16 05:34:45 main:574] : INFO : Epoch 1974 | loss: 0.0311801 | val_loss: 0.0311844 | Time: 1945.94 ms
[2022-04-16 05:34:47 main:574] : INFO : Epoch 1975 | loss: 0.0311789 | val_loss: 0.0311836 | Time: 1933.32 ms
[2022-04-16 05:34:49 main:574] : INFO : Epoch 1976 | loss: 0.0311788 | val_loss: 0.0311823 | Time: 1929.63 ms
[2022-04-16 05:34:51 main:574] : INFO : Epoch 1977 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 1925.7 ms
[2022-04-16 05:34:53 main:574] : INFO : Epoch 1978 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 1957.24 ms
[2022-04-16 05:34:55 main:574] : INFO : Epoch 1979 | loss: 0.0311789 | val_loss: 0.0311818 | Time: 1959.57 ms
[2022-04-16 05:34:57 main:574] : INFO : Epoch 1980 | loss: 0.031178 | val_loss: 0.0311875 | Time: 1925.78 ms
[2022-04-16 05:34:59 main:574] : INFO : Epoch 1981 | loss: 0.0311803 | val_loss: 0.0311839 | Time: 1965.15 ms
[2022-04-16 05:35:01 main:574] : INFO : Epoch 1982 | loss: 0.0311794 | val_loss: 0.0311856 | Time: 1922.74 ms
[2022-04-16 05:35:03 main:574] : INFO : Epoch 1983 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 1926.69 ms
[2022-04-16 05:35:05 main:574] : INFO : Epoch 1984 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 1944.95 ms
[2022-04-16 05:35:06 main:574] : INFO : Epoch 1985 | loss: 0.0311788 | val_loss: 0.0311894 | Time: 1904.1 ms
[2022-04-16 05:35:08 main:574] : INFO : Epoch 1986 | loss: 0.031183 | val_loss: 0.0311936 | Time: 1948.05 ms
[2022-04-16 05:35:10 main:574] : INFO : Epoch 1987 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 1954.09 ms
[2022-04-16 05:35:12 main:574] : INFO : Epoch 1988 | loss: 0.0311757 | val_loss: 0.0311824 | Time: 1934.59 ms
[2022-04-16 05:35:14 main:574] : INFO : Epoch 1989 | loss: 0.0311761 | val_loss: 0.0311834 | Time: 1954.03 ms
[2022-04-16 05:35:16 main:574] : INFO : Epoch 1990 | loss: 0.0311756 | val_loss: 0.0311817 | Time: 1943.55 ms
[2022-04-16 05:35:18 main:574] : INFO : Epoch 1991 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 1931.59 ms
[2022-04-16 05:35:20 main:574] : INFO : Epoch 1992 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 1924.16 ms
[2022-04-16 05:35:22 main:574] : INFO : Epoch 1993 | loss: 0.0311745 | val_loss: 0.0311823 | Time: 1938.32 ms
[2022-04-16 05:35:24 main:574] : INFO : Epoch 1994 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 1973.93 ms
[2022-04-16 05:35:26 main:574] : INFO : Epoch 1995 | loss: 0.0311757 | val_loss: 0.0311863 | Time: 1949.38 ms
[2022-04-16 05:35:28 main:574] : INFO : Epoch 1996 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 1930.65 ms
[2022-04-16 05:35:30 main:574] : INFO : Epoch 1997 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 1937.26 ms
[2022-04-16 05:35:32 main:574] : INFO : Epoch 1998 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 1960.84 ms
[2022-04-16 05:35:34 main:574] : INFO : Epoch 1999 | loss: 0.0311754 | val_loss: 0.0311823 | Time: 1920.17 ms
[2022-04-16 05:35:36 main:574] : INFO : Epoch 2000 | loss: 0.0311757 | val_loss: 0.031182 | Time: 1944.1 ms
[2022-04-16 05:35:38 main:574] : INFO : Epoch 2001 | loss: 0.0311745 | val_loss: 0.0311842 | Time: 1908.76 ms
[2022-04-16 05:35:40 main:574] : INFO : Epoch 2002 | loss: 0.0311771 | val_loss: 0.0311911 | Time: 1931 ms
[2022-04-16 05:35:41 main:574] : INFO : Epoch 2003 | loss: 0.0311774 | val_loss: 0.0311888 | Time: 1948.71 ms
[2022-04-16 05:35:43 main:574] : INFO : Epoch 2004 | loss: 0.0311762 | val_loss: 0.0311812 | Time: 1948.91 ms
[2022-04-16 05:35:45 main:574] : INFO : Epoch 2005 | loss: 0.0311744 | val_loss: 0.0311854 | Time: 1940.61 ms
[2022-04-16 05:35:47 main:574] : INFO : Epoch 2006 | loss: 0.0311732 | val_loss: 0.0311813 | Time: 1918.26 ms
[2022-04-16 05:35:49 main:574] : INFO : Epoch 2007 | loss: 0.0311732 | val_loss: 0.0311843 | Time: 1947.29 ms
[2022-04-16 05:35:51 main:574] : INFO : Epoch 2008 | loss: 0.0311755 | val_loss: 0.0311843 | Time: 1953.69 ms
[2022-04-16 05:35:53 main:574] : INFO : Epoch 2009 | loss: 0.0311763 | val_loss: 0.0311849 | Time: 1957.84 ms
[2022-04-16 05:35:55 main:574] : INFO : Epoch 2010 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 1939.87 ms
[2022-04-16 05:35:57 main:574] : INFO : Epoch 2011 | loss: 0.0311792 | val_loss: 0.0311808 | Time: 1937.05 ms
[2022-04-16 05:35:59 main:574] : INFO : Epoch 2012 | loss: 0.031176 | val_loss: 0.0311829 | Time: 1952.64 ms
[2022-04-16 05:36:01 main:574] : INFO : Epoch 2013 | loss: 0.0311749 | val_loss: 0.0311822 | Time: 1941.05 ms
[2022-04-16 05:36:03 main:574] : INFO : Epoch 2014 | loss: 0.0311742 | val_loss: 0.0311819 | Time: 1916.42 ms
[2022-04-16 05:36:05 main:574] : INFO : Epoch 2015 | loss: 0.0311743 | val_loss: 0.031184 | Time: 1948.4 ms
[2022-04-16 05:36:07 main:574] : INFO : Epoch 2016 | loss: 0.0311767 | val_loss: 0.0311866 | Time: 1926.37 ms
[2022-04-16 05:36:09 main:574] : INFO : Epoch 2017 | loss: 0.0311745 | val_loss: 0.0311821 | Time: 1938.06 ms
[2022-04-16 05:36:11 main:574] : INFO : Epoch 2018 | loss: 0.0311761 | val_loss: 0.0311859 | Time: 1923.82 ms
[2022-04-16 05:36:13 main:574] : INFO : Epoch 2019 | loss: 0.0311799 | val_loss: 0.0311844 | Time: 1953.49 ms
[2022-04-16 05:36:15 main:574] : INFO : Epoch 2020 | loss: 0.031177 | val_loss: 0.0311906 | Time: 1945.31 ms
[2022-04-16 05:36:16 main:574] : INFO : Epoch 2021 | loss: 0.0311775 | val_loss: 0.0311817 | Time: 1936.97 ms
[2022-04-16 05:36:18 main:574] : INFO : Epoch 2022 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 1954.29 ms
[2022-04-16 05:36:20 main:574] : INFO : Epoch 2023 | loss: 0.0311726 | val_loss: 0.0311809 | Time: 1958.56 ms
[2022-04-16 05:36:22 main:574] : INFO : Epoch 2024 | loss: 0.0311722 | val_loss: 0.0311817 | Time: 1956.41 ms
[2022-04-16 05:36:24 main:574] : INFO : Epoch 2025 | loss: 0.0311736 | val_loss: 0.0311798 | Time: 1967.38 ms
[2022-04-16 05:36:26 main:574] : INFO : Epoch 2026 | loss: 0.0311759 | val_loss: 0.0311833 | Time: 1956.47 ms
[2022-04-16 05:36:28 main:574] : INFO : Epoch 2027 | loss: 0.0311781 | val_loss: 0.0311818 | Time: 1972.09 ms
[2022-04-16 05:36:30 main:574] : INFO : Epoch 2028 | loss: 0.0311748 | val_loss: 0.0311803 | Time: 1935.92 ms
[2022-04-16 05:36:32 main:574] : INFO : Epoch 2029 | loss: 0.0311775 | val_loss: 0.0311806 | Time: 1952.26 ms
[2022-04-16 05:36:34 main:574] : INFO : Epoch 2030 | loss: 0.0311739 | val_loss: 0.0311873 | Time: 1928.53 ms
[2022-04-16 05:36:36 main:574] : INFO : Epoch 2031 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 1935.53 ms
[2022-04-16 05:36:38 main:574] : INFO : Epoch 2032 | loss: 0.0311742 | val_loss: 0.0311856 | Time: 1952.67 ms
[2022-04-16 05:36:40 main:574] : INFO : Epoch 2033 | loss: 0.031174 | val_loss: 0.0311811 | Time: 1949.95 ms
[2022-04-16 05:36:42 main:574] : INFO : Epoch 2034 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 1933.51 ms
[2022-04-16 05:36:44 main:574] : INFO : Epoch 2035 | loss: 0.0311727 | val_loss: 0.0311814 | Time: 2098.45 ms
[2022-04-16 05:36:46 main:574] : INFO : Epoch 2036 | loss: 0.0311731 | val_loss: 0.0311836 | Time: 1933.67 ms
[2022-04-16 05:36:48 main:574] : INFO : Epoch 2037 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 1926.84 ms
[2022-04-16 05:36:50 main:574] : INFO : Epoch 2038 | loss: 0.0311729 | val_loss: 0.03118 | Time: 1938.73 ms
[2022-04-16 05:36:52 main:574] : INFO : Epoch 2039 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 1953.23 ms
[2022-04-16 05:36:54 main:574] : INFO : Epoch 2040 | loss: 0.031175 | val_loss: 0.0311873 | Time: 1940.08 ms
[2022-04-16 05:36:56 main:574] : INFO : Epoch 2041 | loss: 0.031174 | val_loss: 0.0311783 | Time: 1943.8 ms
[2022-04-16 05:36:58 main:574] : INFO : Epoch 2042 | loss: 0.0311736 | val_loss: 0.0311757 | Time: 1953.85 ms
[2022-04-16 05:37:00 main:574] : INFO : Epoch 2043 | loss: 0.0311731 | val_loss: 0.0311777 | Time: 1926.43 ms
[2022-04-16 05:37:01 main:574] : INFO : Epoch 2044 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 1934.21 ms
[2022-04-16 05:37:03 main:574] : INFO : Epoch 2045 | loss: 0.031172 | val_loss: 0.0311737 | Time: 1948.92 ms
[2022-04-16 05:37:05 main:574] : INFO : Epoch 2046 | loss: 0.0311728 | val_loss: 0.0311787 | Time: 1944.02 ms
[2022-04-16 05:37:07 main:574] : INFO : Epoch 2047 | loss: 0.0311742 | val_loss: 0.0311743 | Time: 1942.61 ms
[2022-04-16 05:37:09 main:574] : INFO : Epoch 2048 | loss: 0.0311739 | val_loss: 0.0311736 | Time: 1980.11 ms
[2022-04-16 05:37:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311736
[2022-04-16 05:37:09 main:603] : INFO : Saving end state to config to file
[2022-04-16 05:37:09 main:608] : INFO : Success, exiting..
05:37:09 (15316): 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)