Task 7557365
| Name | ParityModified-1631728443-10925-1_1 |
| Workunit | 5070281 |
| Created | 24 Sep 2021, 2:02:35 UTC |
| Sent | 24 Sep 2021, 4:28:48 UTC |
| Report deadline | 1 Oct 2021, 4:28:48 UTC |
| Received | 24 Sep 2021, 18:51:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 1 hours 10 min 33 sec |
| CPU time | 1 hours 10 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.17</core_client_version> <![CDATA[ <stderr_txt> 4:33:56 main:581] : INFO : Epoch 1538 | loss: 0.0312264 | val_loss: 0.0312257 | Time: 2062.03 ms [2021-09-24 14:33:58 main:581] : INFO : Epoch 1539 | loss: 0.0312249 | val_loss: 0.0312254 | Time: 2064.05 ms [2021-09-24 14:34:00 main:581] : INFO : Epoch 1540 | loss: 0.0312251 | val_loss: 0.0312252 | Time: 2135.15 ms [2021-09-24 14:34:02 main:581] : INFO : Epoch 1541 | loss: 0.0312233 | val_loss: 0.0312234 | Time: 2156.07 ms [2021-09-24 14:34:04 main:581] : INFO : Epoch 1542 | loss: 0.0312235 | val_loss: 0.0312268 | Time: 2229.11 ms [2021-09-24 14:34:07 main:581] : INFO : Epoch 1543 | loss: 0.0312251 | val_loss: 0.0312217 | Time: 2148.19 ms [2021-09-24 14:34:09 main:581] : INFO : Epoch 1544 | loss: 0.0312229 | val_loss: 0.0312211 | Time: 2346.33 ms [2021-09-24 14:34:11 main:581] : INFO : Epoch 1545 | loss: 0.0312208 | val_loss: 0.0312216 | Time: 2104.79 ms [2021-09-24 14:34:13 main:581] : INFO : Epoch 1546 | loss: 0.03122 | val_loss: 0.0312223 | Time: 2189.78 ms [2021-09-24 14:34:15 main:581] : INFO : Epoch 1547 | loss: 0.0312201 | val_loss: 0.0312226 | Time: 1937.89 ms [2021-09-24 14:34:17 main:581] : INFO : Epoch 1548 | loss: 0.0312203 | val_loss: 0.0312229 | Time: 2094.42 ms [2021-09-24 14:34:19 main:581] : INFO : Epoch 1549 | loss: 0.0312204 | val_loss: 0.0312236 | Time: 1936.05 ms [2021-09-24 14:34:21 main:581] : INFO : Epoch 1550 | loss: 0.0312185 | val_loss: 0.0312185 | Time: 1975.87 ms [2021-09-24 14:34:23 main:581] : INFO : Epoch 1551 | loss: 0.0312176 | val_loss: 0.0312191 | Time: 2298.03 ms [2021-09-24 14:34:25 main:581] : INFO : Epoch 1552 | loss: 0.0312186 | val_loss: 0.0312195 | Time: 1931.2 ms [2021-09-24 14:34:27 main:581] : INFO : Epoch 1553 | loss: 0.0312167 | val_loss: 0.0312192 | Time: 1896.69 ms [2021-09-24 14:34:29 main:581] : INFO : Epoch 1554 | loss: 0.0312166 | val_loss: 0.031216 | Time: 1918.27 ms [2021-09-24 14:34:31 main:581] : INFO : Epoch 1555 | loss: 0.0312161 | val_loss: 0.0312155 | Time: 2199.12 ms [2021-09-24 14:34:33 main:581] : INFO : Epoch 1556 | loss: 0.0312177 | val_loss: 0.031215 | Time: 2083.94 ms [2021-09-24 14:34:36 main:581] : INFO : Epoch 1557 | loss: 0.0312179 | val_loss: 0.031214 | Time: 2107.11 ms [2021-09-24 14:34:38 main:581] : INFO : Epoch 1558 | loss: 0.0312176 | val_loss: 0.0312143 | Time: 2098.3 ms [2021-09-24 14:34:40 main:581] : INFO : Epoch 1559 | loss: 0.0312144 | val_loss: 0.0312132 | Time: 2234.49 ms [2021-09-24 14:34:42 main:581] : INFO : Epoch 1560 | loss: 0.0312129 | val_loss: 0.0312141 | Time: 2268.48 ms [2021-09-24 14:34:44 main:581] : INFO : Epoch 1561 | loss: 0.0312139 | val_loss: 0.0312119 | Time: 2133.83 ms [2021-09-24 14:34:46 main:581] : INFO : Epoch 1562 | loss: 0.0312132 | val_loss: 0.0312109 | Time: 1849.34 ms [2021-09-24 14:34:48 main:581] : INFO : Epoch 1563 | loss: 0.0312136 | val_loss: 0.0312122 | Time: 2166.62 ms [2021-09-24 14:34:51 main:581] : INFO : Epoch 1564 | loss: 0.0312135 | val_loss: 0.0312115 | Time: 2185.1 ms [2021-09-24 14:34:53 main:581] : INFO : Epoch 1565 | loss: 0.0312135 | val_loss: 0.0312122 | Time: 2042.14 ms [2021-09-24 14:34:55 main:581] : INFO : Epoch 1566 | loss: 0.0312131 | val_loss: 0.0312119 | Time: 2043.42 ms [2021-09-24 14:34:57 main:581] : INFO : Epoch 1567 | loss: 0.0312095 | val_loss: 0.0312097 | Time: 2380.08 ms [2021-09-24 14:34:59 main:581] : INFO : Epoch 1568 | loss: 0.0312082 | val_loss: 0.0312064 | Time: 2112.86 ms [2021-09-24 14:35:02 main:581] : INFO : Epoch 1569 | loss: 0.0312085 | val_loss: 0.0312073 | Time: 2499.39 ms [2021-09-24 14:35:04 main:581] : INFO : Epoch 1570 | loss: 0.0312058 | val_loss: 0.0312066 | Time: 2258.52 ms [2021-09-24 14:35:06 main:581] : INFO : Epoch 1571 | loss: 0.0312132 | val_loss: 0.0312117 | Time: 2151.24 ms [2021-09-24 14:35:08 main:581] : INFO : Epoch 1572 | loss: 0.0312089 | val_loss: 0.0312049 | Time: 2067.5 ms [2021-09-24 14:35:10 main:581] : INFO : Epoch 1573 | loss: 0.0312061 | val_loss: 0.0312012 | Time: 2130.97 ms [2021-09-24 14:35:12 main:581] : INFO : Epoch 1574 | loss: 0.0312075 | val_loss: 0.0312003 | Time: 2055.03 ms [2021-09-24 14:35:14 main:581] : INFO : Epoch 1575 | loss: 0.0312052 | val_loss: 0.0312011 | Time: 2079.61 ms [2021-09-24 14:35:17 main:581] : INFO : Epoch 1576 | loss: 0.0312048 | val_loss: 0.0312019 | Time: 2160.64 ms [2021-09-24 14:35:19 main:581] : INFO : Epoch 1577 | loss: 0.031204 | val_loss: 0.0311988 | Time: 1999.99 ms [2021-09-24 14:35:21 main:581] : INFO : Epoch 1578 | loss: 0.0312019 | val_loss: 0.0312007 | Time: 2210.01 ms [2021-09-24 14:35:23 main:581] : INFO : Epoch 1579 | loss: 0.0312012 | val_loss: 0.0311987 | Time: 2008.74 ms [2021-09-24 14:35:25 main:581] : INFO : Epoch 1580 | loss: 0.0312023 | val_loss: 0.031199 | Time: 2227.44 ms [2021-09-24 14:35:27 main:581] : INFO : Epoch 1581 | loss: 0.0312002 | val_loss: 0.0311976 | Time: 2367.93 ms [2021-09-24 14:35:29 main:581] : INFO : Epoch 1582 | loss: 0.0311998 | val_loss: 0.0311985 | Time: 2088.5 ms [2021-09-24 14:35:32 main:581] : INFO : Epoch 1583 | loss: 0.0312021 | val_loss: 0.0311965 | Time: 2227.81 ms [2021-09-24 14:35:34 main:581] : INFO : Epoch 1584 | loss: 0.0312005 | val_loss: 0.0311976 | Time: 2340 ms [2021-09-24 14:35:36 main:581] : INFO : Epoch 1585 | loss: 0.0312012 | val_loss: 0.0311973 | Time: 2060.35 ms [2021-09-24 14:35:39 main:581] : INFO : Epoch 1586 | loss: 0.0312005 | val_loss: 0.0311993 | Time: 2561.13 ms [2021-09-24 14:35:41 main:581] : INFO : Epoch 1587 | loss: 0.0312023 | val_loss: 0.0312003 | Time: 2279.58 ms [2021-09-24 14:35:43 main:581] : INFO : Epoch 1588 | loss: 0.031199 | val_loss: 0.031198 | Time: 2249.53 ms [2021-09-24 14:35:46 main:581] : INFO : Epoch 1589 | loss: 0.031199 | val_loss: 0.0311973 | Time: 2368.47 ms [2021-09-24 14:35:48 main:581] : INFO : Epoch 1590 | loss: 0.0311988 | val_loss: 0.0311967 | Time: 2371.81 ms [2021-09-24 14:35:50 main:581] : INFO : Epoch 1591 | loss: 0.0311974 | val_loss: 0.031195 | Time: 2209.08 ms [2021-09-24 14:35:52 main:581] : INFO : Epoch 1592 | loss: 0.0311979 | val_loss: 0.0311946 | Time: 2242.19 ms [2021-09-24 14:35:54 main:581] : INFO : Epoch 1593 | loss: 0.0311968 | val_loss: 0.0311947 | Time: 1971.6 ms [2021-09-24 14:35:56 main:581] : INFO : Epoch 1594 | loss: 0.0311979 | val_loss: 0.0311975 | Time: 2030.72 ms [2021-09-24 14:35:58 main:581] : INFO : Epoch 1595 | loss: 0.0312002 | val_loss: 0.0311959 | Time: 2038.83 ms [2021-09-24 14:36:00 main:581] : INFO : Epoch 1596 | loss: 0.0311995 | val_loss: 0.0311989 | Time: 1892.43 ms [2021-09-24 14:36:02 main:581] : INFO : Epoch 1597 | loss: 0.0311989 | val_loss: 0.0311967 | Time: 1884.91 ms [2021-09-24 14:36:04 main:581] : INFO : Epoch 1598 | loss: 0.0311989 | val_loss: 0.0311969 | Time: 1815.03 ms [2021-09-24 14:36:06 main:581] : INFO : Epoch 1599 | loss: 0.0311972 | val_loss: 0.0311969 | Time: 1907.56 ms [2021-09-24 14:36:08 main:581] : INFO : Epoch 1600 | loss: 0.031198 | val_loss: 0.0311974 | Time: 2056.41 ms [2021-09-24 14:36:10 main:581] : INFO : Epoch 1601 | loss: 0.0311989 | val_loss: 0.0311998 | Time: 2000.79 ms [2021-09-24 14:36:12 main:581] : INFO : Epoch 1602 | loss: 0.0311969 | val_loss: 0.0311959 | Time: 1994.86 ms [2021-09-24 14:36:14 main:581] : INFO : Epoch 1603 | loss: 0.0311953 | val_loss: 0.0311945 | Time: 1910.28 ms [2021-09-24 14:36:16 main:581] : INFO : Epoch 1604 | loss: 0.0311958 | val_loss: 0.0311954 | Time: 2009.91 ms [2021-09-24 14:36:18 main:581] : INFO : Epoch 1605 | loss: 0.0311953 | val_loss: 0.0311965 | Time: 2032.33 ms [2021-09-24 14:36:20 main:581] : INFO : Epoch 1606 | loss: 0.031197 | val_loss: 0.0311968 | Time: 2223.6 ms [2021-09-24 14:36:22 main:581] : INFO : Epoch 1607 | loss: 0.0311964 | val_loss: 0.0311941 | Time: 2209.1 ms [2021-09-24 14:36:24 main:581] : INFO : Epoch 1608 | loss: 0.0311966 | val_loss: 0.031195 | Time: 2096.87 ms [2021-09-24 14:36:26 main:581] : INFO : Epoch 1609 | loss: 0.0311947 | val_loss: 0.0311932 | Time: 1988.97 ms [2021-09-24 14:36:29 main:581] : INFO : Epoch 1610 | loss: 0.0311958 | val_loss: 0.0312019 | Time: 2273.2 ms [2021-09-24 14:36:31 main:581] : INFO : Epoch 1611 | loss: 0.0312014 | val_loss: 0.0311979 | Time: 2046.93 ms [2021-09-24 14:36:33 main:581] : INFO : Epoch 1612 | loss: 0.0311994 | val_loss: 0.0311957 | Time: 1851.35 ms [2021-09-24 14:36:35 main:581] : INFO : Epoch 1613 | loss: 0.0311974 | val_loss: 0.0311938 | Time: 2094.51 ms [2021-09-24 14:36:37 main:581] : INFO : Epoch 1614 | loss: 0.0311967 | val_loss: 0.0311936 | Time: 2050.3 ms [2021-09-24 14:36:39 main:581] : INFO : Epoch 1615 | loss: 0.0311987 | val_loss: 0.0312044 | Time: 2123.34 ms [2021-09-24 14:36:41 main:581] : INFO : Epoch 1616 | loss: 0.0312043 | val_loss: 0.0311966 | Time: 2024.95 ms [2021-09-24 14:36:43 main:581] : INFO : Epoch 1617 | loss: 0.0311961 | val_loss: 0.0311924 | Time: 1897.35 ms [2021-09-24 14:36:45 main:581] : INFO : Epoch 1618 | loss: 0.0311969 | val_loss: 0.0311942 | Time: 1991.64 ms [2021-09-24 14:36:47 main:581] : INFO : Epoch 1619 | loss: 0.0311984 | val_loss: 0.0311973 | Time: 2083.05 ms [2021-09-24 14:36:49 main:581] : INFO : Epoch 1620 | loss: 0.0311971 | val_loss: 0.031195 | Time: 1986.77 ms [2021-09-24 14:36:51 main:581] : INFO : Epoch 1621 | loss: 0.0311954 | val_loss: 0.0311924 | Time: 1955.52 ms [2021-09-24 14:36:53 main:581] : INFO : Epoch 1622 | loss: 0.0311946 | val_loss: 0.0311933 | Time: 2115.43 ms [2021-09-24 14:36:55 main:581] : INFO : Epoch 1623 | loss: 0.031196 | val_loss: 0.0311982 | Time: 2118.97 ms [2021-09-24 14:36:57 main:581] : INFO : Epoch 1624 | loss: 0.0311961 | val_loss: 0.0311916 | Time: 2095.24 ms [2021-09-24 14:36:59 main:581] : INFO : Epoch 1625 | loss: 0.0311949 | val_loss: 0.0311916 | Time: 2010.93 ms [2021-09-24 14:37:02 main:581] : INFO : Epoch 1626 | loss: 0.0311942 | val_loss: 0.0311932 | Time: 2389.04 ms [2021-09-24 14:37:04 main:581] : INFO : Epoch 1627 | loss: 0.0311936 | val_loss: 0.0311973 | Time: 2410.66 ms [2021-09-24 14:37:06 main:581] : INFO : Epoch 1628 | loss: 0.0311967 | val_loss: 0.0311954 | Time: 2100.65 ms [2021-09-24 14:37:08 main:581] : INFO : Epoch 1629 | loss: 0.0311968 | val_loss: 0.0311948 | Time: 2117.41 ms [2021-09-24 14:37:10 main:581] : INFO : Epoch 1630 | loss: 0.0311942 | val_loss: 0.0311934 | Time: 2087.44 ms [2021-09-24 14:37:12 main:581] : INFO : Epoch 1631 | loss: 0.0311927 | val_loss: 0.0311918 | Time: 1956.68 ms [2021-09-24 14:37:14 main:581] : INFO : Epoch 1632 | loss: 0.0311939 | val_loss: 0.0311929 | Time: 1924.37 ms [2021-09-24 14:37:16 main:581] : INFO : Epoch 1633 | loss: 0.0311929 | val_loss: 0.0311918 | Time: 1977.24 ms [2021-09-24 14:37:18 main:581] : INFO : Epoch 1634 | loss: 0.0311929 | val_loss: 0.0311966 | Time: 2009.51 ms [2021-09-24 14:37:20 main:581] : INFO : Epoch 1635 | loss: 0.0311929 | val_loss: 0.0311918 | Time: 1998.72 ms [2021-09-24 14:37:22 main:581] : INFO : Epoch 1636 | loss: 0.0311934 | val_loss: 0.0311979 | Time: 2029.26 ms [2021-09-24 14:37:24 main:581] : INFO : Epoch 1637 | loss: 0.0311935 | val_loss: 0.0311981 | Time: 2045.58 ms [2021-09-24 14:37:26 main:581] : INFO : Epoch 1638 | loss: 0.0311943 | val_loss: 0.0311921 | Time: 1979.95 ms [2021-09-24 14:37:28 main:581] : INFO : Epoch 1639 | loss: 0.0311939 | val_loss: 0.0311968 | Time: 1847.15 ms [2021-09-24 14:37:30 main:581] : INFO : Epoch 1640 | loss: 0.0311944 | val_loss: 0.0311911 | Time: 1921.97 ms [2021-09-24 14:37:32 main:581] : INFO : Epoch 1641 | loss: 0.0311938 | val_loss: 0.0311935 | Time: 1940.85 ms [2021-09-24 14:37:34 main:581] : INFO : Epoch 1642 | loss: 0.0311934 | val_loss: 0.0311968 | Time: 2011.05 ms [2021-09-24 14:37:36 main:581] : INFO : Epoch 1643 | loss: 0.0311945 | val_loss: 0.0311952 | Time: 2095.19 ms [2021-09-24 14:37:38 main:581] : INFO : Epoch 1644 | loss: 0.0311927 | val_loss: 0.0311921 | Time: 1978.13 ms [2021-09-24 14:37:40 main:581] : INFO : Epoch 1645 | loss: 0.0311917 | val_loss: 0.0311909 | Time: 2281.28 ms [2021-09-24 14:37:42 main:581] : INFO : Epoch 1646 | loss: 0.0311914 | val_loss: 0.0311917 | Time: 2165 ms [2021-09-24 14:37:45 main:581] : INFO : Epoch 1647 | loss: 0.0311911 | val_loss: 0.0311916 | Time: 2125.8 ms [2021-09-24 14:37:47 main:581] : INFO : Epoch 1648 | loss: 0.0311921 | val_loss: 0.031193 | Time: 2091.28 ms [2021-09-24 14:37:49 main:581] : INFO : Epoch 1649 | loss: 0.031192 | val_loss: 0.0311925 | Time: 2387.16 ms [2021-09-24 14:37:51 main:581] : INFO : Epoch 1650 | loss: 0.0311911 | val_loss: 0.0311911 | Time: 2133.32 ms [2021-09-24 14:37:53 main:581] : INFO : Epoch 1651 | loss: 0.0311908 | val_loss: 0.0311916 | Time: 2165.4 ms [2021-09-24 14:37:55 main:581] : INFO : Epoch 1652 | loss: 0.0311903 | val_loss: 0.0311922 | Time: 2116.44 ms [2021-09-24 14:37:57 main:581] : INFO : Epoch 1653 | loss: 0.0311918 | val_loss: 0.0311967 | Time: 2002.39 ms [2021-09-24 14:37:59 main:581] : INFO : Epoch 1654 | loss: 0.0311954 | val_loss: 0.0311909 | Time: 2002.71 ms [2021-09-24 14:38:02 main:581] : INFO : Epoch 1655 | loss: 0.0311934 | val_loss: 0.031195 | Time: 2120.22 ms [2021-09-24 14:38:04 main:581] : INFO : Epoch 1656 | loss: 0.0311913 | val_loss: 0.0311941 | Time: 2068.26 ms [2021-09-24 14:38:06 main:581] : INFO : Epoch 1657 | loss: 0.0311923 | val_loss: 0.0311921 | Time: 2046.76 ms [2021-09-24 14:38:08 main:581] : INFO : Epoch 1658 | loss: 0.0311928 | val_loss: 0.0311914 | Time: 2237.09 ms [2021-09-24 14:38:10 main:581] : INFO : Epoch 1659 | loss: 0.031192 | val_loss: 0.0311924 | Time: 2091.89 ms [2021-09-24 14:38:12 main:581] : INFO : Epoch 1660 | loss: 0.0311901 | val_loss: 0.0311919 | Time: 2399.81 ms [2021-09-24 14:38:15 main:581] : INFO : Epoch 1661 | loss: 0.0311914 | val_loss: 0.0311905 | Time: 2419.62 ms [2021-09-24 14:38:17 main:581] : INFO : Epoch 1662 | loss: 0.0311899 | val_loss: 0.0311928 | Time: 2280.54 ms [2021-09-24 14:38:20 main:581] : INFO : Epoch 1663 | loss: 0.0311912 | val_loss: 0.0311988 | Time: 2771.86 ms [2021-09-24 14:38:22 main:581] : INFO : Epoch 1664 | loss: 0.0311905 | val_loss: 0.0311912 | Time: 2479.91 ms [2021-09-24 14:38:24 main:581] : INFO : Epoch 1665 | loss: 0.0311905 | val_loss: 0.0311917 | Time: 1944.04 ms [2021-09-24 14:38:26 main:581] : INFO : Epoch 1666 | loss: 0.0311901 | val_loss: 0.0311929 | Time: 2184.24 ms [2021-09-24 14:38:29 main:581] : INFO : Epoch 1667 | loss: 0.0311888 | val_loss: 0.0311941 | Time: 2528.91 ms [2021-09-24 14:38:31 main:581] : INFO : Epoch 1668 | loss: 0.0311926 | val_loss: 0.0311976 | Time: 2384.03 ms [2021-09-24 14:38:34 main:581] : INFO : Epoch 1669 | loss: 0.0311923 | val_loss: 0.0311948 | Time: 2203.04 ms [2021-09-24 14:38:36 main:581] : INFO : Epoch 1670 | loss: 0.0311895 | val_loss: 0.0311931 | Time: 2106.13 ms [2021-09-24 14:38:38 main:581] : INFO : Epoch 1671 | loss: 0.0311883 | val_loss: 0.0311911 | Time: 1979.61 ms [2021-09-24 14:38:40 main:581] : INFO : Epoch 1672 | loss: 0.0311888 | val_loss: 0.0311915 | Time: 2057.08 ms [2021-09-24 14:38:42 main:581] : INFO : Epoch 1673 | loss: 0.0311902 | val_loss: 0.0311918 | Time: 2133.2 ms [2021-09-24 14:38:44 main:581] : INFO : Epoch 1674 | loss: 0.0311905 | val_loss: 0.0311943 | Time: 1781.95 ms [2021-09-24 14:38:46 main:581] : INFO : Epoch 1675 | loss: 0.031189 | val_loss: 0.031192 | Time: 1887.91 ms [2021-09-24 14:38:48 main:581] : INFO : Epoch 1676 | loss: 0.0311886 | val_loss: 0.0311916 | Time: 1981.57 ms [2021-09-24 14:38:49 main:581] : INFO : Epoch 1677 | loss: 0.0311895 | val_loss: 0.0311937 | Time: 1788.39 ms [2021-09-24 14:38:51 main:581] : INFO : Epoch 1678 | loss: 0.0311903 | val_loss: 0.0311974 | Time: 1892.42 ms [2021-09-24 14:38:53 main:581] : INFO : Epoch 1679 | loss: 0.0311901 | val_loss: 0.0311897 | Time: 1876.74 ms [2021-09-24 14:38:55 main:581] : INFO : Epoch 1680 | loss: 0.0311913 | val_loss: 0.0311989 | Time: 1902.76 ms [2021-09-24 14:38:57 main:581] : INFO : Epoch 1681 | loss: 0.0312026 | val_loss: 0.0311995 | Time: 2168.99 ms [2021-09-24 14:38:59 main:581] : INFO : Epoch 1682 | loss: 0.0312021 | val_loss: 0.0312027 | Time: 1934.64 ms [2021-09-24 14:39:01 main:581] : INFO : Epoch 1683 | loss: 0.0312007 | val_loss: 0.0312007 | Time: 1821.67 ms [2021-09-24 14:39:03 main:581] : INFO : Epoch 1684 | loss: 0.0312003 | val_loss: 0.0312021 | Time: 2119.76 ms [2021-09-24 14:39:05 main:581] : INFO : Epoch 1685 | loss: 0.0311982 | val_loss: 0.031196 | Time: 2218.18 ms [2021-09-24 14:39:07 main:581] : INFO : Epoch 1686 | loss: 0.031197 | val_loss: 0.0311972 | Time: 2052.59 ms [2021-09-24 14:39:09 main:581] : INFO : Epoch 1687 | loss: 0.0311961 | val_loss: 0.0311941 | Time: 1969.09 ms [2021-09-24 14:39:11 main:581] : INFO : Epoch 1688 | loss: 0.0311944 | val_loss: 0.0311964 | Time: 1911.64 ms [2021-09-24 14:39:13 main:581] : INFO : Epoch 1689 | loss: 0.0311938 | val_loss: 0.0311935 | Time: 1979.67 ms [2021-09-24 14:39:15 main:581] : INFO : Epoch 1690 | loss: 0.0311931 | val_loss: 0.031194 | Time: 1886.73 ms [2021-09-24 14:39:17 main:581] : INFO : Epoch 1691 | loss: 0.0311955 | val_loss: 0.0311978 | Time: 1988.17 ms [2021-09-24 14:39:19 main:581] : INFO : Epoch 1692 | loss: 0.0311975 | val_loss: 0.0311965 | Time: 1890.8 ms [2021-09-24 14:39:21 main:581] : INFO : Epoch 1693 | loss: 0.0311954 | val_loss: 0.0311919 | Time: 2025.93 ms [2021-09-24 14:39:23 main:581] : INFO : Epoch 1694 | loss: 0.0311931 | val_loss: 0.0311901 | Time: 2037.79 ms [2021-09-24 14:39:25 main:581] : INFO : Epoch 1695 | loss: 0.0311913 | val_loss: 0.031194 | Time: 1911.1 ms [2021-09-24 14:39:27 main:581] : INFO : Epoch 1696 | loss: 0.031191 | val_loss: 0.0311893 | Time: 2025.11 ms [2021-09-24 14:39:29 main:581] : INFO : Epoch 1697 | loss: 0.0311901 | val_loss: 0.0311883 | Time: 1802.93 ms [2021-09-24 14:39:31 main:581] : INFO : Epoch 1698 | loss: 0.0311885 | val_loss: 0.0311882 | Time: 2026.5 ms [2021-09-24 14:39:33 main:581] : INFO : Epoch 1699 | loss: 0.0311888 | val_loss: 0.0311885 | Time: 1993.71 ms [2021-09-24 14:39:35 main:581] : INFO : Epoch 1700 | loss: 0.0311887 | val_loss: 0.0311925 | Time: 1837.11 ms [2021-09-24 14:39:36 main:581] : INFO : Epoch 1701 | loss: 0.0311899 | val_loss: 0.0311905 | Time: 1883.98 ms [2021-09-24 14:39:39 main:581] : INFO : Epoch 1702 | loss: 0.0311888 | val_loss: 0.0311877 | Time: 2075.58 ms [2021-09-24 14:39:40 main:581] : INFO : Epoch 1703 | loss: 0.0311876 | val_loss: 0.0311915 | Time: 1843.39 ms [2021-09-24 14:39:42 main:581] : INFO : Epoch 1704 | loss: 0.0311887 | val_loss: 0.0311881 | Time: 1957.05 ms [2021-09-24 14:39:45 main:581] : INFO : Epoch 1705 | loss: 0.0311871 | val_loss: 0.0311885 | Time: 2271.67 ms [2021-09-24 14:39:47 main:581] : INFO : Epoch 1706 | loss: 0.0311892 | val_loss: 0.0311905 | Time: 2106.73 ms [2021-09-24 14:39:49 main:581] : INFO : Epoch 1707 | loss: 0.0311874 | val_loss: 0.0311857 | Time: 2256.43 ms [2021-09-24 14:39:51 main:581] : INFO : Epoch 1708 | loss: 0.031187 | val_loss: 0.0311897 | Time: 1911.47 ms [2021-09-24 14:39:53 main:581] : INFO : Epoch 1709 | loss: 0.0311851 | val_loss: 0.031186 | Time: 2063.56 ms [2021-09-24 14:39:55 main:581] : INFO : Epoch 1710 | loss: 0.0311847 | val_loss: 0.0311883 | Time: 1973.43 ms [2021-09-24 14:39:57 main:581] : INFO : Epoch 1711 | loss: 0.0311852 | val_loss: 0.031187 | Time: 2050.85 ms [2021-09-24 14:39:59 main:581] : INFO : Epoch 1712 | loss: 0.0311846 | val_loss: 0.031186 | Time: 1912.97 ms [2021-09-24 14:40:01 main:581] : INFO : Epoch 1713 | loss: 0.0311855 | val_loss: 0.0311901 | Time: 2083.54 ms [2021-09-24 14:40:03 main:581] : INFO : Epoch 1714 | loss: 0.0311849 | val_loss: 0.0311864 | Time: 2039.75 ms [2021-09-24 14:40:05 main:581] : INFO : Epoch 1715 | loss: 0.0311855 | val_loss: 0.0311876 | Time: 1741.81 ms [2021-09-24 14:40:07 main:581] : INFO : Epoch 1716 | loss: 0.0311848 | val_loss: 0.0311851 | Time: 2110.61 ms [2021-09-24 14:40:09 main:581] : INFO : Epoch 1717 | loss: 0.0311831 | val_loss: 0.0311863 | Time: 2071.53 ms [2021-09-24 14:40:11 main:581] : INFO : Epoch 1718 | loss: 0.0311835 | val_loss: 0.0311859 | Time: 2037.06 ms [2021-09-24 14:40:13 main:581] : INFO : Epoch 1719 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 1993.44 ms [2021-09-24 14:40:15 main:581] : INFO : Epoch 1720 | loss: 0.0311842 | val_loss: 0.0311857 | Time: 2109.22 ms [2021-09-24 14:40:17 main:581] : INFO : Epoch 1721 | loss: 0.0311847 | val_loss: 0.0311881 | Time: 2267.92 ms [2021-09-24 14:40:20 main:581] : INFO : Epoch 1722 | loss: 0.0311864 | val_loss: 0.0311845 | Time: 2236.69 ms [2021-09-24 14:40:22 main:581] : INFO : Epoch 1723 | loss: 0.0311855 | val_loss: 0.0311834 | Time: 2007.5 ms [2021-09-24 14:40:24 main:581] : INFO : Epoch 1724 | loss: 0.0311831 | val_loss: 0.0311829 | Time: 2127.28 ms [2021-09-24 14:40:26 main:581] : INFO : Epoch 1725 | loss: 0.0311824 | val_loss: 0.0311848 | Time: 1953.67 ms [2021-09-24 14:40:28 main:581] : INFO : Epoch 1726 | loss: 0.031183 | val_loss: 0.0311823 | Time: 1977.93 ms [2021-09-24 14:40:29 main:581] : INFO : Epoch 1727 | loss: 0.0311839 | val_loss: 0.0311832 | Time: 1806.06 ms [2021-09-24 14:40:31 main:581] : INFO : Epoch 1728 | loss: 0.031181 | val_loss: 0.0311807 | Time: 1990.26 ms [2021-09-24 14:40:34 main:581] : INFO : Epoch 1729 | loss: 0.0311796 | val_loss: 0.0311826 | Time: 2116.55 ms [2021-09-24 14:40:36 main:581] : INFO : Epoch 1730 | loss: 0.0311785 | val_loss: 0.0311815 | Time: 2455.71 ms [2021-09-24 14:40:38 main:581] : INFO : Epoch 1731 | loss: 0.0311821 | val_loss: 0.0311818 | Time: 2149.29 ms [2021-09-24 14:40:41 main:581] : INFO : Epoch 1732 | loss: 0.0311822 | val_loss: 0.0311803 | Time: 2310.55 ms [2021-09-24 14:40:43 main:581] : INFO : Epoch 1733 | loss: 0.0312014 | val_loss: 0.0312277 | Time: 2216.43 ms [2021-09-24 14:40:45 main:581] : INFO : Epoch 1734 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2267.83 ms [2021-09-24 14:40:47 main:581] : INFO : Epoch 1735 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 2332.89 ms [2021-09-24 14:40:49 main:581] : INFO : Epoch 1736 | loss: 0.0312464 | val_loss: 0.0312431 | Time: 2166.72 ms [2021-09-24 14:40:51 main:581] : INFO : Epoch 1737 | loss: 0.0312426 | val_loss: 0.0312385 | Time: 1942.11 ms [2021-09-24 14:40:54 main:581] : INFO : Epoch 1738 | loss: 0.0312398 | val_loss: 0.0312359 | Time: 2272.22 ms [2021-09-24 14:40:56 main:581] : INFO : Epoch 1739 | loss: 0.0312382 | val_loss: 0.0312356 | Time: 2258.11 ms [2021-09-24 14:40:58 main:581] : INFO : Epoch 1740 | loss: 0.0312378 | val_loss: 0.0312296 | Time: 2227.45 ms [2021-09-24 14:41:00 main:581] : INFO : Epoch 1741 | loss: 0.0312297 | val_loss: 0.031226 | Time: 2198.63 ms [2021-09-24 14:41:03 main:581] : INFO : Epoch 1742 | loss: 0.0312236 | val_loss: 0.0312157 | Time: 2328.27 ms [2021-09-24 14:41:05 main:581] : INFO : Epoch 1743 | loss: 0.0312186 | val_loss: 0.0312126 | Time: 2624.93 ms [2021-09-24 14:41:08 main:581] : INFO : Epoch 1744 | loss: 0.031216 | val_loss: 0.0312089 | Time: 2253.26 ms [2021-09-24 14:41:10 main:581] : INFO : Epoch 1745 | loss: 0.0312137 | val_loss: 0.0312035 | Time: 2174.15 ms [2021-09-24 14:41:12 main:581] : INFO : Epoch 1746 | loss: 0.0312141 | val_loss: 0.031214 | Time: 2056.95 ms [2021-09-24 14:41:14 main:581] : INFO : Epoch 1747 | loss: 0.0312118 | val_loss: 0.0312094 | Time: 2062.9 ms [2021-09-24 14:41:16 main:581] : INFO : Epoch 1748 | loss: 0.0312111 | val_loss: 0.0312099 | Time: 1978.78 ms [2021-09-24 14:41:18 main:581] : INFO : Epoch 1749 | loss: 0.0312078 | val_loss: 0.031205 | Time: 1993 ms [2021-09-24 14:41:20 main:581] : INFO : Epoch 1750 | loss: 0.0312045 | val_loss: 0.0312045 | Time: 2128.97 ms [2021-09-24 14:41:22 main:581] : INFO : Epoch 1751 | loss: 0.0312057 | val_loss: 0.0312031 | Time: 2062.5 ms [2021-09-24 14:41:24 main:581] : INFO : Epoch 1752 | loss: 0.0312063 | val_loss: 0.0312026 | Time: 1870.6 ms [2021-09-24 14:41:26 main:581] : INFO : Epoch 1753 | loss: 0.0312038 | val_loss: 0.0311988 | Time: 2104.23 ms [2021-09-24 14:41:28 main:581] : INFO : Epoch 1754 | loss: 0.0311984 | val_loss: 0.0311978 | Time: 1884.3 ms [2021-09-24 14:41:30 main:581] : INFO : Epoch 1755 | loss: 0.0311962 | val_loss: 0.0311952 | Time: 2060.61 ms [2021-09-24 14:41:32 main:581] : INFO : Epoch 1756 | loss: 0.0311952 | val_loss: 0.0311957 | Time: 2055.72 ms [2021-09-24 14:41:34 main:581] : INFO : Epoch 1757 | loss: 0.0311938 | val_loss: 0.0311936 | Time: 2077.46 ms [2021-09-24 14:41:36 main:581] : INFO : Epoch 1758 | loss: 0.0311967 | val_loss: 0.0311941 | Time: 1959.2 ms [2021-09-24 14:41:38 main:581] : INFO : Epoch 1759 | loss: 0.031193 | val_loss: 0.031198 | Time: 1958.3 ms [2021-09-24 14:41:40 main:581] : INFO : Epoch 1760 | loss: 0.0311963 | val_loss: 0.031195 | Time: 1883.04 ms [2021-09-24 14:41:42 main:581] : INFO : Epoch 1761 | loss: 0.0311926 | val_loss: 0.0311913 | Time: 1882.58 ms [2021-09-24 14:41:44 main:581] : INFO : Epoch 1762 | loss: 0.0311918 | val_loss: 0.0311909 | Time: 2087.21 ms [2021-09-24 14:41:46 main:581] : INFO : Epoch 1763 | loss: 0.0311903 | val_loss: 0.0311908 | Time: 1944.77 ms [2021-09-24 14:41:48 main:581] : INFO : Epoch 1764 | loss: 0.0311898 | val_loss: 0.0311896 | Time: 1842.71 ms [2021-09-24 14:41:50 main:581] : INFO : Epoch 1765 | loss: 0.0311898 | val_loss: 0.031188 | Time: 1982.6 ms [2021-09-24 14:41:52 main:581] : INFO : Epoch 1766 | loss: 0.0311898 | val_loss: 0.0311905 | Time: 1858.23 ms [2021-09-24 14:41:53 main:581] : INFO : Epoch 1767 | loss: 0.031187 | val_loss: 0.0311864 | Time: 1967.68 ms [2021-09-24 14:41:56 main:581] : INFO : Epoch 1768 | loss: 0.0311886 | val_loss: 0.0311867 | Time: 2036.59 ms [2021-09-24 14:41:57 main:581] : INFO : Epoch 1769 | loss: 0.0311891 | val_loss: 0.0311913 | Time: 1962.43 ms [2021-09-24 14:41:59 main:581] : INFO : Epoch 1770 | loss: 0.031189 | val_loss: 0.0311877 | Time: 1918.85 ms [2021-09-24 14:42:01 main:581] : INFO : Epoch 1771 | loss: 0.0311864 | val_loss: 0.0311854 | Time: 1996.39 ms [2021-09-24 14:42:04 main:581] : INFO : Epoch 1772 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 2163.04 ms [2021-09-24 14:42:06 main:581] : INFO : Epoch 1773 | loss: 0.031189 | val_loss: 0.0311859 | Time: 2259.09 ms [2021-09-24 14:42:08 main:581] : INFO : Epoch 1774 | loss: 0.0311866 | val_loss: 0.0311843 | Time: 2264.07 ms [2021-09-24 14:42:10 main:581] : INFO : Epoch 1775 | loss: 0.0311837 | val_loss: 0.031183 | Time: 2362.76 ms [2021-09-24 14:42:13 main:581] : INFO : Epoch 1776 | loss: 0.0311825 | val_loss: 0.031182 | Time: 2247.43 ms [2021-09-24 14:42:15 main:581] : INFO : Epoch 1777 | loss: 0.0311824 | val_loss: 0.0311803 | Time: 2354.29 ms [2021-09-24 14:42:17 main:581] : INFO : Epoch 1778 | loss: 0.0311851 | val_loss: 0.0311826 | Time: 2025.46 ms [2021-09-24 14:42:19 main:581] : INFO : Epoch 1779 | loss: 0.0311825 | val_loss: 0.0311865 | Time: 1806.2 ms [2021-09-24 14:42:21 main:581] : INFO : Epoch 1780 | loss: 0.0311829 | val_loss: 0.0311832 | Time: 2230.33 ms [2021-09-24 14:42:23 main:581] : INFO : Epoch 1781 | loss: 0.0311825 | val_loss: 0.0311872 | Time: 2070.06 ms [2021-09-24 14:42:25 main:581] : INFO : Epoch 1782 | loss: 0.0311828 | val_loss: 0.0311808 | Time: 2058.15 ms [2021-09-24 14:42:27 main:581] : INFO : Epoch 1783 | loss: 0.0311812 | val_loss: 0.0311812 | Time: 1986.59 ms [2021-09-24 14:42:29 main:581] : INFO : Epoch 1784 | loss: 0.0311808 | val_loss: 0.0311809 | Time: 2129.65 ms [2021-09-24 14:42:32 main:581] : INFO : Epoch 1785 | loss: 0.0311814 | val_loss: 0.0311801 | Time: 2200.03 ms [2021-09-24 14:42:34 main:581] : INFO : Epoch 1786 | loss: 0.0311857 | val_loss: 0.0311918 | Time: 2071.49 ms [2021-09-24 14:42:36 main:581] : INFO : Epoch 1787 | loss: 0.0311927 | val_loss: 0.0311905 | Time: 1920.54 ms [2021-09-24 14:42:38 main:581] : INFO : Epoch 1788 | loss: 0.0311925 | val_loss: 0.0311897 | Time: 1948.62 ms [2021-09-24 14:42:40 main:581] : INFO : Epoch 1789 | loss: 0.0311901 | val_loss: 0.031185 | Time: 2076.75 ms [2021-09-24 14:42:42 main:581] : INFO : Epoch 1790 | loss: 0.0311912 | val_loss: 0.0311883 | Time: 2243.43 ms [2021-09-24 14:42:44 main:581] : INFO : Epoch 1791 | loss: 0.0311929 | val_loss: 0.0311918 | Time: 2279.27 ms [2021-09-24 14:42:47 main:581] : INFO : Epoch 1792 | loss: 0.0311894 | val_loss: 0.0311833 | Time: 2460 ms [2021-09-24 14:42:49 main:581] : INFO : Epoch 1793 | loss: 0.0311834 | val_loss: 0.0311809 | Time: 2403.91 ms [2021-09-24 14:42:51 main:581] : INFO : Epoch 1794 | loss: 0.0311817 | val_loss: 0.0311804 | Time: 2278.27 ms [2021-09-24 14:42:54 main:581] : INFO : Epoch 1795 | loss: 0.0311808 | val_loss: 0.0311806 | Time: 2251.69 ms [2021-09-24 14:42:56 main:581] : INFO : Epoch 1796 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 2075.59 ms [2021-09-24 14:42:58 main:581] : INFO : Epoch 1797 | loss: 0.0311811 | val_loss: 0.0311887 | Time: 2171.62 ms [2021-09-24 14:43:00 main:581] : INFO : Epoch 1798 | loss: 0.0311822 | val_loss: 0.0311809 | Time: 1913.56 ms [2021-09-24 14:43:02 main:581] : INFO : Epoch 1799 | loss: 0.0311806 | val_loss: 0.0311844 | Time: 2061.74 ms [2021-09-24 14:43:04 main:581] : INFO : Epoch 1800 | loss: 0.0311802 | val_loss: 0.0311814 | Time: 1941.28 ms [2021-09-24 14:43:06 main:581] : INFO : Epoch 1801 | loss: 0.031179 | val_loss: 0.031179 | Time: 2319.91 ms [2021-09-24 14:43:08 main:581] : INFO : Epoch 1802 | loss: 0.0311803 | val_loss: 0.0311831 | Time: 2279.1 ms [2021-09-24 14:43:11 main:581] : INFO : Epoch 1803 | loss: 0.0311782 | val_loss: 0.0311787 | Time: 2265 ms [2021-09-24 14:43:13 main:581] : INFO : Epoch 1804 | loss: 0.0311783 | val_loss: 0.0311798 | Time: 2502.93 ms [2021-09-24 14:43:15 main:581] : INFO : Epoch 1805 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 2139.24 ms [2021-09-24 14:43:17 main:581] : INFO : Epoch 1806 | loss: 0.0311787 | val_loss: 0.0311802 | Time: 2166.49 ms [2021-09-24 14:43:20 main:581] : INFO : Epoch 1807 | loss: 0.0311778 | val_loss: 0.0311798 | Time: 2215.28 ms [2021-09-24 14:43:22 main:581] : INFO : Epoch 1808 | loss: 0.0311791 | val_loss: 0.031178 | Time: 2275.79 ms [2021-09-24 14:43:24 main:581] : INFO : Epoch 1809 | loss: 0.0311771 | val_loss: 0.0311769 | Time: 2185.98 ms [2021-09-24 14:43:26 main:581] : INFO : Epoch 1810 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 2129.1 ms [2021-09-24 14:43:28 main:581] : INFO : Epoch 1811 | loss: 0.0311751 | val_loss: 0.0311756 | Time: 1931.83 ms [2021-09-24 14:43:30 main:581] : INFO : Epoch 1812 | loss: 0.0311745 | val_loss: 0.0311762 | Time: 2167.27 ms [2021-09-24 14:43:33 main:581] : INFO : Epoch 1813 | loss: 0.0311747 | val_loss: 0.0311773 | Time: 2238.93 ms [2021-09-24 14:43:35 main:581] : INFO : Epoch 1814 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 2045.31 ms [2021-09-24 14:43:37 main:581] : INFO : Epoch 1815 | loss: 0.0311756 | val_loss: 0.0311802 | Time: 2245.25 ms [2021-09-24 14:43:39 main:581] : INFO : Epoch 1816 | loss: 0.0311762 | val_loss: 0.0311768 | Time: 2211.97 ms [2021-09-24 14:43:41 main:581] : INFO : Epoch 1817 | loss: 0.0311743 | val_loss: 0.0311752 | Time: 2141.9 ms [2021-09-24 14:43:43 main:581] : INFO : Epoch 1818 | loss: 0.0311729 | val_loss: 0.0311747 | Time: 1940.58 ms [2021-09-24 14:43:45 main:581] : INFO : Epoch 1819 | loss: 0.0311729 | val_loss: 0.0311789 | Time: 2224.48 ms [2021-09-24 14:43:47 main:581] : INFO : Epoch 1820 | loss: 0.0311735 | val_loss: 0.0311775 | Time: 2089.19 ms [2021-09-24 14:43:49 main:581] : INFO : Epoch 1821 | loss: 0.0311746 | val_loss: 0.0311738 | Time: 1829.46 ms [2021-09-24 14:43:51 main:581] : INFO : Epoch 1822 | loss: 0.0311754 | val_loss: 0.0311757 | Time: 1872.66 ms [2021-09-24 14:43:53 main:581] : INFO : Epoch 1823 | loss: 0.0311741 | val_loss: 0.0311777 | Time: 1871.01 ms [2021-09-24 14:43:55 main:581] : INFO : Epoch 1824 | loss: 0.0311727 | val_loss: 0.0311733 | Time: 1828.02 ms [2021-09-24 14:43:57 main:581] : INFO : Epoch 1825 | loss: 0.0311736 | val_loss: 0.031178 | Time: 1940.69 ms [2021-09-24 14:43:59 main:581] : INFO : Epoch 1826 | loss: 0.0311806 | val_loss: 0.031182 | Time: 2157.46 ms [2021-09-24 14:44:01 main:581] : INFO : Epoch 1827 | loss: 0.0311764 | val_loss: 0.0311745 | Time: 1933.99 ms [2021-09-24 14:44:03 main:581] : INFO : Epoch 1828 | loss: 0.031175 | val_loss: 0.0311735 | Time: 1911.22 ms [2021-09-24 14:44:05 main:581] : INFO : Epoch 1829 | loss: 0.0311735 | val_loss: 0.0311716 | Time: 1900.67 ms [2021-09-24 14:44:07 main:581] : INFO : Epoch 1830 | loss: 0.0311739 | val_loss: 0.0311713 | Time: 1894.17 ms [2021-09-24 14:44:09 main:581] : INFO : Epoch 1831 | loss: 0.0311733 | val_loss: 0.0311705 | Time: 2079.53 ms [2021-09-24 14:44:10 main:581] : INFO : Epoch 1832 | loss: 0.0311716 | val_loss: 0.0311715 | Time: 1852.14 ms [2021-09-24 14:44:12 main:581] : INFO : Epoch 1833 | loss: 0.031173 | val_loss: 0.0311702 | Time: 1851.3 ms [2021-09-24 14:44:14 main:581] : INFO : Epoch 1834 | loss: 0.0311715 | val_loss: 0.0311703 | Time: 1899.68 ms [2021-09-24 14:44:16 main:581] : INFO : Epoch 1835 | loss: 0.0311703 | val_loss: 0.03117 | Time: 1858.39 ms [2021-09-24 14:44:18 main:581] : INFO : Epoch 1836 | loss: 0.0311707 | val_loss: 0.0311707 | Time: 2051.55 ms [2021-09-24 14:44:20 main:581] : INFO : Epoch 1837 | loss: 0.0311697 | val_loss: 0.0311707 | Time: 1941.84 ms [2021-09-24 14:44:22 main:581] : INFO : Epoch 1838 | loss: 0.0311699 | val_loss: 0.0311698 | Time: 2043.64 ms [2021-09-24 14:44:24 main:581] : INFO : Epoch 1839 | loss: 0.0311712 | val_loss: 0.0311703 | Time: 2057.87 ms [2021-09-24 14:44:26 main:581] : INFO : Epoch 1840 | loss: 0.0311698 | val_loss: 0.0311693 | Time: 1996.44 ms [2021-09-24 14:44:28 main:581] : INFO : Epoch 1841 | loss: 0.0311709 | val_loss: 0.0311691 | Time: 1828.71 ms [2021-09-24 14:44:30 main:581] : INFO : Epoch 1842 | loss: 0.0311696 | val_loss: 0.0311752 | Time: 2089.83 ms [2021-09-24 14:44:32 main:581] : INFO : Epoch 1843 | loss: 0.0311724 | val_loss: 0.0311739 | Time: 2035.27 ms [2021-09-24 14:44:34 main:581] : INFO : Epoch 1844 | loss: 0.0311719 | val_loss: 0.0311695 | Time: 2006.25 ms [2021-09-24 14:44:36 main:581] : INFO : Epoch 1845 | loss: 0.0311712 | val_loss: 0.0311706 | Time: 1916.91 ms [2021-09-24 14:44:38 main:581] : INFO : Epoch 1846 | loss: 0.0311681 | val_loss: 0.031169 | Time: 2192.63 ms [2021-09-24 14:44:40 main:581] : INFO : Epoch 1847 | loss: 0.0311667 | val_loss: 0.0311676 | Time: 2022.58 ms [2021-09-24 14:44:42 main:581] : INFO : Epoch 1848 | loss: 0.0311676 | val_loss: 0.03117 | Time: 1796.85 ms [2021-09-24 14:44:44 main:581] : INFO : Epoch 1849 | loss: 0.0311671 | val_loss: 0.0311684 | Time: 2039.04 ms [2021-09-24 14:44:46 main:581] : INFO : Epoch 1850 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 1797.58 ms [2021-09-24 14:44:48 main:581] : INFO : Epoch 1851 | loss: 0.0311668 | val_loss: 0.0311704 | Time: 2029.97 ms [2021-09-24 14:44:50 main:581] : INFO : Epoch 1852 | loss: 0.031165 | val_loss: 0.0311687 | Time: 2136.03 ms [2021-09-24 14:44:52 main:581] : INFO : Epoch 1853 | loss: 0.0311671 | val_loss: 0.0311701 | Time: 2081.59 ms [2021-09-24 14:44:54 main:581] : INFO : Epoch 1854 | loss: 0.0311671 | val_loss: 0.0311693 | Time: 1876.73 ms [2021-09-24 14:44:56 main:581] : INFO : Epoch 1855 | loss: 0.0311664 | val_loss: 0.0311694 | Time: 2119.43 ms [2021-09-24 14:44:58 main:581] : INFO : Epoch 1856 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 1978.24 ms [2021-09-24 14:45:00 main:581] : INFO : Epoch 1857 | loss: 0.0311644 | val_loss: 0.0311689 | Time: 2088.38 ms [2021-09-24 14:45:02 main:581] : INFO : Epoch 1858 | loss: 0.0311653 | val_loss: 0.031169 | Time: 1867.02 ms [2021-09-24 14:45:04 main:581] : INFO : Epoch 1859 | loss: 0.0311653 | val_loss: 0.0311714 | Time: 1972.33 ms [2021-09-24 14:45:06 main:581] : INFO : Epoch 1860 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 2309.8 ms [2021-09-24 14:45:08 main:581] : INFO : Epoch 1861 | loss: 0.0311638 | val_loss: 0.0311691 | Time: 2011.12 ms [2021-09-24 14:45:11 main:581] : INFO : Epoch 1862 | loss: 0.0311643 | val_loss: 0.031173 | Time: 2147.24 ms [2021-09-24 14:45:13 main:581] : INFO : Epoch 1863 | loss: 0.0311636 | val_loss: 0.031169 | Time: 2544.4 ms [2021-09-24 14:45:15 main:581] : INFO : Epoch 1864 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 2253.01 ms [2021-09-24 14:45:17 main:581] : INFO : Epoch 1865 | loss: 0.031164 | val_loss: 0.0311673 | Time: 1989.47 ms [2021-09-24 14:45:19 main:581] : INFO : Epoch 1866 | loss: 0.0311645 | val_loss: 0.031168 | Time: 2168.12 ms [2021-09-24 14:45:22 main:581] : INFO : Epoch 1867 | loss: 0.0311654 | val_loss: 0.0311676 | Time: 2106.12 ms [2021-09-24 14:45:24 main:581] : INFO : Epoch 1868 | loss: 0.0311633 | val_loss: 0.0311689 | Time: 2088 ms [2021-09-24 14:45:26 main:581] : INFO : Epoch 1869 | loss: 0.0311642 | val_loss: 0.0311657 | Time: 2144.29 ms [2021-09-24 14:45:28 main:581] : INFO : Epoch 1870 | loss: 0.031164 | val_loss: 0.031168 | Time: 2251.82 ms [2021-09-24 14:45:30 main:581] : INFO : Epoch 1871 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 2195.86 ms [2021-09-24 14:45:33 main:581] : INFO : Epoch 1872 | loss: 0.0311632 | val_loss: 0.0311682 | Time: 2259.67 ms [2021-09-24 14:45:35 main:581] : INFO : Epoch 1873 | loss: 0.0311615 | val_loss: 0.0311711 | Time: 2147.98 ms [2021-09-24 14:45:37 main:581] : INFO : Epoch 1874 | loss: 0.0311645 | val_loss: 0.031169 | Time: 2242.42 ms [2021-09-24 14:45:39 main:581] : INFO : Epoch 1875 | loss: 0.0311663 | val_loss: 0.0311706 | Time: 2149 ms [2021-09-24 14:45:41 main:581] : INFO : Epoch 1876 | loss: 0.0311628 | val_loss: 0.0311673 | Time: 2354.55 ms [2021-09-24 14:45:43 main:581] : INFO : Epoch 1877 | loss: 0.0311621 | val_loss: 0.031174 | Time: 2051.18 ms [2021-09-24 14:45:46 main:581] : INFO : Epoch 1878 | loss: 0.0311615 | val_loss: 0.0311696 | Time: 2152.85 ms [2021-09-24 14:45:48 main:581] : INFO : Epoch 1879 | loss: 0.0311616 | val_loss: 0.0311685 | Time: 2123.6 ms [2021-09-24 14:45:50 main:581] : INFO : Epoch 1880 | loss: 0.031161 | val_loss: 0.0311674 | Time: 2158.6 ms [2021-09-24 14:45:52 main:581] : INFO : Epoch 1881 | loss: 0.0311601 | val_loss: 0.0311667 | Time: 2520.43 ms [2021-09-24 14:45:55 main:581] : INFO : Epoch 1882 | loss: 0.0311598 | val_loss: 0.0311716 | Time: 2335.09 ms [2021-09-24 14:45:57 main:581] : INFO : Epoch 1883 | loss: 0.0311611 | val_loss: 0.031167 | Time: 2098.36 ms [2021-09-24 14:45:59 main:581] : INFO : Epoch 1884 | loss: 0.0311592 | val_loss: 0.0311667 | Time: 2377.75 ms [2021-09-24 14:46:02 main:581] : INFO : Epoch 1885 | loss: 0.0311589 | val_loss: 0.0311657 | Time: 2352.41 ms [2021-09-24 14:46:04 main:581] : INFO : Epoch 1886 | loss: 0.0311582 | val_loss: 0.0311689 | Time: 1946.7 ms [2021-09-24 14:46:06 main:581] : INFO : Epoch 1887 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 2153.84 ms [2021-09-24 14:46:08 main:581] : INFO : Epoch 1888 | loss: 0.0311575 | val_loss: 0.0311653 | Time: 1984.45 ms [2021-09-24 14:46:09 main:581] : INFO : Epoch 1889 | loss: 0.0311574 | val_loss: 0.0311729 | Time: 1734.05 ms [2021-09-24 14:46:12 main:581] : INFO : Epoch 1890 | loss: 0.0311577 | val_loss: 0.0311668 | Time: 2210.27 ms [2021-09-24 14:46:14 main:581] : INFO : Epoch 1891 | loss: 0.0311597 | val_loss: 0.0311691 | Time: 1966.45 ms [2021-09-24 14:46:16 main:581] : INFO : Epoch 1892 | loss: 0.0311579 | val_loss: 0.0311697 | Time: 2193.05 ms [2021-09-24 14:46:18 main:581] : INFO : Epoch 1893 | loss: 0.0311581 | val_loss: 0.0311678 | Time: 2145.3 ms [2021-09-24 14:46:20 main:581] : INFO : Epoch 1894 | loss: 0.0311575 | val_loss: 0.0311721 | Time: 2113.56 ms [2021-09-24 14:46:22 main:581] : INFO : Epoch 1895 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 2241.87 ms [2021-09-24 14:46:24 main:581] : INFO : Epoch 1896 | loss: 0.031156 | val_loss: 0.0311672 | Time: 1916.25 ms [2021-09-24 14:46:26 main:581] : INFO : Epoch 1897 | loss: 0.0311553 | val_loss: 0.0311688 | Time: 2086.81 ms [2021-09-24 14:46:28 main:581] : INFO : Epoch 1898 | loss: 0.0311554 | val_loss: 0.0311673 | Time: 1853.44 ms [2021-09-24 14:46:30 main:581] : INFO : Epoch 1899 | loss: 0.0311559 | val_loss: 0.0311682 | Time: 2029.76 ms [2021-09-24 14:46:32 main:581] : INFO : Epoch 1900 | loss: 0.0311561 | val_loss: 0.0311673 | Time: 2082.47 ms [2021-09-24 14:46:34 main:581] : INFO : Epoch 1901 | loss: 0.0311575 | val_loss: 0.0311734 | Time: 1938.33 ms [2021-09-24 14:46:36 main:581] : INFO : Epoch 1902 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 2104.53 ms [2021-09-24 14:46:39 main:581] : INFO : Epoch 1903 | loss: 0.0311608 | val_loss: 0.031166 | Time: 2192.11 ms [2021-09-24 14:46:41 main:581] : INFO : Epoch 1904 | loss: 0.0311595 | val_loss: 0.0311661 | Time: 2064.84 ms [2021-09-24 14:46:43 main:581] : INFO : Epoch 1905 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 2274.77 ms [2021-09-24 14:46:45 main:581] : INFO : Epoch 1906 | loss: 0.0311562 | val_loss: 0.0311701 | Time: 2043.64 ms [2021-09-24 14:46:47 main:581] : INFO : Epoch 1907 | loss: 0.031156 | val_loss: 0.0311666 | Time: 1832.29 ms [2021-09-24 14:46:49 main:581] : INFO : Epoch 1908 | loss: 0.031155 | val_loss: 0.0311655 | Time: 2112.01 ms [2021-09-24 14:46:51 main:581] : INFO : Epoch 1909 | loss: 0.0311552 | val_loss: 0.0311655 | Time: 2062.73 ms [2021-09-24 14:46:53 main:581] : INFO : Epoch 1910 | loss: 0.0311564 | val_loss: 0.0311662 | Time: 1889.29 ms [2021-09-24 14:46:55 main:581] : INFO : Epoch 1911 | loss: 0.0311556 | val_loss: 0.0311684 | Time: 1962.09 ms [2021-09-24 14:46:57 main:581] : INFO : Epoch 1912 | loss: 0.0311553 | val_loss: 0.0311693 | Time: 2014.32 ms [2021-09-24 14:46:59 main:581] : INFO : Epoch 1913 | loss: 0.0311563 | val_loss: 0.0311654 | Time: 2043.36 ms [2021-09-24 14:47:01 main:581] : INFO : Epoch 1914 | loss: 0.0311575 | val_loss: 0.0311649 | Time: 2174.88 ms [2021-09-24 14:47:03 main:581] : INFO : Epoch 1915 | loss: 0.0311546 | val_loss: 0.0311677 | Time: 2062.17 ms [2021-09-24 14:47:05 main:581] : INFO : Epoch 1916 | loss: 0.0311572 | val_loss: 0.0311763 | Time: 2002.91 ms [2021-09-24 14:47:07 main:581] : INFO : Epoch 1917 | loss: 0.0311573 | val_loss: 0.0311671 | Time: 1894.41 ms [2021-09-24 14:47:09 main:581] : INFO : Epoch 1918 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 1910.29 ms [2021-09-24 14:47:11 main:581] : INFO : Epoch 1919 | loss: 0.0311532 | val_loss: 0.0311662 | Time: 1991.71 ms [2021-09-24 14:47:13 main:581] : INFO : Epoch 1920 | loss: 0.0311541 | val_loss: 0.0311649 | Time: 2019.56 ms [2021-09-24 14:47:15 main:581] : INFO : Epoch 1921 | loss: 0.0311535 | val_loss: 0.0311655 | Time: 2062.64 ms [2021-09-24 14:47:17 main:581] : INFO : Epoch 1922 | loss: 0.0311536 | val_loss: 0.0311664 | Time: 1965.78 ms [2021-09-24 14:47:19 main:581] : INFO : Epoch 1923 | loss: 0.0311548 | val_loss: 0.0311686 | Time: 2098.99 ms [2021-09-24 14:47:21 main:581] : INFO : Epoch 1924 | loss: 0.031153 | val_loss: 0.0311657 | Time: 2125.87 ms [2021-09-24 14:47:23 main:581] : INFO : Epoch 1925 | loss: 0.0311528 | val_loss: 0.0311697 | Time: 2203.17 ms [2021-09-24 14:47:26 main:581] : INFO : Epoch 1926 | loss: 0.0311523 | val_loss: 0.0311721 | Time: 2592.18 ms [2021-09-24 14:47:28 main:581] : INFO : Epoch 1927 | loss: 0.0311537 | val_loss: 0.031167 | Time: 2295.25 ms [2021-09-24 14:47:30 main:581] : INFO : Epoch 1928 | loss: 0.0311537 | val_loss: 0.0311669 | Time: 2221.43 ms [2021-09-24 14:47:33 main:581] : INFO : Epoch 1929 | loss: 0.0311555 | val_loss: 0.0311702 | Time: 2183.46 ms [2021-09-24 14:47:35 main:581] : INFO : Epoch 1930 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 2187.93 ms [2021-09-24 14:47:37 main:581] : INFO : Epoch 1931 | loss: 0.0311562 | val_loss: 0.0311668 | Time: 2198.39 ms [2021-09-24 14:47:39 main:581] : INFO : Epoch 1932 | loss: 0.0311552 | val_loss: 0.0311645 | Time: 2240.59 ms [2021-09-24 14:47:41 main:581] : INFO : Epoch 1933 | loss: 0.0311527 | val_loss: 0.0311658 | Time: 2119.09 ms [2021-09-24 14:47:43 main:581] : INFO : Epoch 1934 | loss: 0.0311519 | val_loss: 0.0311659 | Time: 2006.54 ms [2021-09-24 14:47:46 main:581] : INFO : Epoch 1935 | loss: 0.0311505 | val_loss: 0.0311688 | Time: 2308.43 ms [2021-09-24 14:47:48 main:581] : INFO : Epoch 1936 | loss: 0.031153 | val_loss: 0.0311661 | Time: 2155.22 ms [2021-09-24 14:47:50 main:581] : INFO : Epoch 1937 | loss: 0.0311581 | val_loss: 0.0311765 | Time: 2292.01 ms [2021-09-24 14:47:52 main:581] : INFO : Epoch 1938 | loss: 0.0311587 | val_loss: 0.0311641 | Time: 2062.92 ms [2021-09-24 14:47:54 main:581] : INFO : Epoch 1939 | loss: 0.031156 | val_loss: 0.0311652 | Time: 2239.32 ms [2021-09-24 14:47:57 main:581] : INFO : Epoch 1940 | loss: 0.0311541 | val_loss: 0.0311661 | Time: 2361.69 ms [2021-09-24 14:47:59 main:581] : INFO : Epoch 1941 | loss: 0.0311524 | val_loss: 0.0311672 | Time: 2137.45 ms [2021-09-24 14:48:01 main:581] : INFO : Epoch 1942 | loss: 0.0311521 | val_loss: 0.0311756 | Time: 2073.02 ms [2021-09-24 14:48:04 main:581] : INFO : Epoch 1943 | loss: 0.0311551 | val_loss: 0.0311665 | Time: 2582.35 ms [2021-09-24 14:48:06 main:581] : INFO : Epoch 1944 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 2551.48 ms [2021-09-24 14:48:09 main:581] : INFO : Epoch 1945 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 2371.02 ms [2021-09-24 14:48:11 main:581] : INFO : Epoch 1946 | loss: 0.0311519 | val_loss: 0.0311655 | Time: 2218.67 ms [2021-09-24 14:48:13 main:581] : INFO : Epoch 1947 | loss: 0.0311521 | val_loss: 0.0311638 | Time: 2186 ms [2021-09-24 14:48:15 main:581] : INFO : Epoch 1948 | loss: 0.0311507 | val_loss: 0.0311653 | Time: 1901.64 ms [2021-09-24 14:48:17 main:581] : INFO : Epoch 1949 | loss: 0.0311494 | val_loss: 0.0311685 | Time: 2141.83 ms [2021-09-24 14:48:19 main:581] : INFO : Epoch 1950 | loss: 0.0311503 | val_loss: 0.0311692 | Time: 1898.32 ms [2021-09-24 14:48:21 main:581] : INFO : Epoch 1951 | loss: 0.0311502 | val_loss: 0.0311651 | Time: 2028.48 ms [2021-09-24 14:48:23 main:581] : INFO : Epoch 1952 | loss: 0.0311485 | val_loss: 0.0311684 | Time: 2224.83 ms [2021-09-24 14:48:25 main:581] : INFO : Epoch 1953 | loss: 0.0311542 | val_loss: 0.0311836 | Time: 2123.85 ms [2021-09-24 14:48:27 main:581] : INFO : Epoch 1954 | loss: 0.0311506 | val_loss: 0.03117 | Time: 1898.71 ms [2021-09-24 14:48:29 main:581] : INFO : Epoch 1955 | loss: 0.031147 | val_loss: 0.0311651 | Time: 1887.93 ms [2021-09-24 14:48:31 main:581] : INFO : Epoch 1956 | loss: 0.031147 | val_loss: 0.0311685 | Time: 2007.41 ms [2021-09-24 14:48:33 main:581] : INFO : Epoch 1957 | loss: 0.0311487 | val_loss: 0.0311649 | Time: 1992.23 ms [2021-09-24 14:48:35 main:581] : INFO : Epoch 1958 | loss: 0.0311486 | val_loss: 0.0311668 | Time: 1863.21 ms [2021-09-24 14:48:37 main:581] : INFO : Epoch 1959 | loss: 0.0311488 | val_loss: 0.031164 | Time: 2032.12 ms [2021-09-24 14:48:39 main:581] : INFO : Epoch 1960 | loss: 0.0311469 | val_loss: 0.0311651 | Time: 2185.71 ms [2021-09-24 14:48:41 main:581] : INFO : Epoch 1961 | loss: 0.0311488 | val_loss: 0.0311676 | Time: 2243.2 ms [2021-09-24 14:48:43 main:581] : INFO : Epoch 1962 | loss: 0.0311461 | val_loss: 0.0311686 | Time: 2063.75 ms [2021-09-24 14:48:46 main:581] : INFO : Epoch 1963 | loss: 0.031146 | val_loss: 0.0311646 | Time: 2089.34 ms [2021-09-24 14:48:48 main:581] : INFO : Epoch 1964 | loss: 0.031146 | val_loss: 0.0311651 | Time: 2086.85 ms [2021-09-24 14:48:50 main:581] : INFO : Epoch 1965 | loss: 0.0311469 | val_loss: 0.0311661 | Time: 2109.11 ms [2021-09-24 14:48:52 main:581] : INFO : Epoch 1966 | loss: 0.03115 | val_loss: 0.0311647 | Time: 1993.35 ms [2021-09-24 14:48:54 main:581] : INFO : Epoch 1967 | loss: 0.0311465 | val_loss: 0.0311706 | Time: 1973.58 ms [2021-09-24 14:48:56 main:581] : INFO : Epoch 1968 | loss: 0.0311448 | val_loss: 0.0311658 | Time: 1954.45 ms [2021-09-24 14:48:58 main:581] : INFO : Epoch 1969 | loss: 0.0311451 | val_loss: 0.0311667 | Time: 1939.22 ms [2021-09-24 14:48:59 main:581] : INFO : Epoch 1970 | loss: 0.0311468 | val_loss: 0.0311679 | Time: 1850.28 ms [2021-09-24 14:49:01 main:581] : INFO : Epoch 1971 | loss: 0.0311437 | val_loss: 0.0311653 | Time: 1756.22 ms [2021-09-24 14:49:03 main:581] : INFO : Epoch 1972 | loss: 0.0311428 | val_loss: 0.0311665 | Time: 1885.96 ms [2021-09-24 14:49:05 main:581] : INFO : Epoch 1973 | loss: 0.0311424 | val_loss: 0.0311643 | Time: 1909.37 ms [2021-09-24 14:49:07 main:581] : INFO : Epoch 1974 | loss: 0.0311461 | val_loss: 0.0311671 | Time: 1938.74 ms [2021-09-24 14:49:09 main:581] : INFO : Epoch 1975 | loss: 0.0311413 | val_loss: 0.0311653 | Time: 1980.27 ms [2021-09-24 14:49:11 main:581] : INFO : Epoch 1976 | loss: 0.0311415 | val_loss: 0.031167 | Time: 1959.33 ms [2021-09-24 14:49:13 main:581] : INFO : Epoch 1977 | loss: 0.0311418 | val_loss: 0.0311639 | Time: 1904.27 ms [2021-09-24 14:49:15 main:581] : INFO : Epoch 1978 | loss: 0.0311428 | val_loss: 0.0311651 | Time: 2126.31 ms [2021-09-24 14:49:17 main:581] : INFO : Epoch 1979 | loss: 0.0311507 | val_loss: 0.0311697 | Time: 2142.2 ms [2021-09-24 14:49:19 main:581] : INFO : Epoch 1980 | loss: 0.0311492 | val_loss: 0.0311677 | Time: 2207.62 ms [2021-09-24 14:49:22 main:581] : INFO : Epoch 1981 | loss: 0.0311481 | val_loss: 0.0311674 | Time: 2254.1 ms [2021-09-24 14:49:24 main:581] : INFO : Epoch 1982 | loss: 0.0311453 | val_loss: 0.0311643 | Time: 2203.07 ms [2021-09-24 14:49:26 main:581] : INFO : Epoch 1983 | loss: 0.0311452 | val_loss: 0.0311634 | Time: 2017.1 ms [2021-09-24 14:49:28 main:581] : INFO : Epoch 1984 | loss: 0.0311445 | val_loss: 0.0311674 | Time: 2014.56 ms [2021-09-24 14:49:30 main:581] : INFO : Epoch 1985 | loss: 0.0311441 | val_loss: 0.0311669 | Time: 1865.77 ms [2021-09-24 14:49:32 main:581] : INFO : Epoch 1986 | loss: 0.0311457 | val_loss: 0.0311653 | Time: 1911.45 ms [2021-09-24 14:49:34 main:581] : INFO : Epoch 1987 | loss: 0.0311452 | val_loss: 0.0311642 | Time: 1973.83 ms [2021-09-24 14:49:35 main:581] : INFO : Epoch 1988 | loss: 0.0311456 | val_loss: 0.0311631 | Time: 1921.99 ms [2021-09-24 14:49:38 main:581] : INFO : Epoch 1989 | loss: 0.0311439 | val_loss: 0.0311661 | Time: 2213.52 ms [2021-09-24 14:49:40 main:581] : INFO : Epoch 1990 | loss: 0.0311469 | val_loss: 0.0311655 | Time: 2128.95 ms [2021-09-24 14:49:42 main:581] : INFO : Epoch 1991 | loss: 0.0311528 | val_loss: 0.031169 | Time: 2064.17 ms [2021-09-24 14:49:44 main:581] : INFO : Epoch 1992 | loss: 0.0311513 | val_loss: 0.0311627 | Time: 2187.12 ms [2021-09-24 14:49:46 main:581] : INFO : Epoch 1993 | loss: 0.0311472 | val_loss: 0.0311594 | Time: 2438.22 ms [2021-09-24 14:49:49 main:581] : INFO : Epoch 1994 | loss: 0.0311469 | val_loss: 0.0311655 | Time: 2290.67 ms [2021-09-24 14:49:51 main:581] : INFO : Epoch 1995 | loss: 0.0311544 | val_loss: 0.0311609 | Time: 2149.99 ms [2021-09-24 14:49:53 main:581] : INFO : Epoch 1996 | loss: 0.031153 | val_loss: 0.0311637 | Time: 2243.18 ms [2021-09-24 14:49:55 main:581] : INFO : Epoch 1997 | loss: 0.0311475 | val_loss: 0.0311598 | Time: 2137.38 ms [2021-09-24 14:49:57 main:581] : INFO : Epoch 1998 | loss: 0.0311462 | val_loss: 0.0311589 | Time: 2211.2 ms [2021-09-24 14:50:00 main:581] : INFO : Epoch 1999 | loss: 0.0311468 | val_loss: 0.031159 | Time: 2271.08 ms [2021-09-24 14:50:02 main:581] : INFO : Epoch 2000 | loss: 0.0311466 | val_loss: 0.03116 | Time: 2293.74 ms [2021-09-24 14:50:04 main:581] : INFO : Epoch 2001 | loss: 0.0311464 | val_loss: 0.0311657 | Time: 2009.3 ms [2021-09-24 14:50:06 main:581] : INFO : Epoch 2002 | loss: 0.0311446 | val_loss: 0.0311636 | Time: 2221.05 ms [2021-09-24 14:50:08 main:581] : INFO : Epoch 2003 | loss: 0.0311436 | val_loss: 0.0311659 | Time: 2147.82 ms [2021-09-24 14:50:11 main:581] : INFO : Epoch 2004 | loss: 0.0311476 | val_loss: 0.0311613 | Time: 2154.97 ms [2021-09-24 14:50:13 main:581] : INFO : Epoch 2005 | loss: 0.0311452 | val_loss: 0.0311614 | Time: 2203.5 ms [2021-09-24 14:50:15 main:581] : INFO : Epoch 2006 | loss: 0.0311474 | val_loss: 0.031162 | Time: 2219.31 ms [2021-09-24 14:50:17 main:581] : INFO : Epoch 2007 | loss: 0.0311449 | val_loss: 0.0311664 | Time: 2365.07 ms [2021-09-24 14:50:20 main:581] : INFO : Epoch 2008 | loss: 0.0311458 | val_loss: 0.0311633 | Time: 2322.01 ms [2021-09-24 14:50:22 main:581] : INFO : Epoch 2009 | loss: 0.0311503 | val_loss: 0.0311591 | Time: 2118.03 ms [2021-09-24 14:50:24 main:581] : INFO : Epoch 2010 | loss: 0.031148 | val_loss: 0.03116 | Time: 2587.76 ms [2021-09-24 14:50:27 main:581] : INFO : Epoch 2011 | loss: 0.0311479 | val_loss: 0.0311589 | Time: 2165.52 ms [2021-09-24 14:50:29 main:581] : INFO : Epoch 2012 | loss: 0.0311486 | val_loss: 0.0311579 | Time: 2212.61 ms [2021-09-24 14:50:31 main:581] : INFO : Epoch 2013 | loss: 0.03115 | val_loss: 0.031166 | Time: 1968.93 ms [2021-09-24 14:50:33 main:581] : INFO : Epoch 2014 | loss: 0.0311457 | val_loss: 0.0311593 | Time: 1985.16 ms [2021-09-24 14:50:35 main:581] : INFO : Epoch 2015 | loss: 0.031142 | val_loss: 0.0311584 | Time: 2005.64 ms [2021-09-24 14:50:37 main:581] : INFO : Epoch 2016 | loss: 0.0311429 | val_loss: 0.0311611 | Time: 2021.55 ms [2021-09-24 14:50:39 main:581] : INFO : Epoch 2017 | loss: 0.0311432 | val_loss: 0.0311614 | Time: 2049.61 ms [2021-09-24 14:50:41 main:581] : INFO : Epoch 2018 | loss: 0.0311411 | val_loss: 0.03116 | Time: 1997.09 ms [2021-09-24 14:50:43 main:581] : INFO : Epoch 2019 | loss: 0.031141 | val_loss: 0.0311607 | Time: 1996.52 ms [2021-09-24 14:50:45 main:581] : INFO : Epoch 2020 | loss: 0.0311413 | val_loss: 0.0311584 | Time: 2113.27 ms [2021-09-24 14:50:47 main:581] : INFO : Epoch 2021 | loss: 0.031145 | val_loss: 0.0311627 | Time: 2018.07 ms [2021-09-24 14:50:49 main:581] : INFO : Epoch 2022 | loss: 0.0311519 | val_loss: 0.0311677 | Time: 1932.22 ms [2021-09-24 14:50:51 main:581] : INFO : Epoch 2023 | loss: 0.0311606 | val_loss: 0.0311631 | Time: 1795.55 ms [2021-09-24 14:50:53 main:581] : INFO : Epoch 2024 | loss: 0.0311591 | val_loss: 0.0311593 | Time: 2109.11 ms [2021-09-24 14:50:55 main:581] : INFO : Epoch 2025 | loss: 0.0311562 | val_loss: 0.0311573 | Time: 1947.92 ms [2021-09-24 14:50:57 main:581] : INFO : Epoch 2026 | loss: 0.031153 | val_loss: 0.0311591 | Time: 1775.27 ms [2021-09-24 14:50:59 main:581] : INFO : Epoch 2027 | loss: 0.0311549 | val_loss: 0.0311607 | Time: 2066.34 ms [2021-09-24 14:51:01 main:581] : INFO : Epoch 2028 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 1966.57 ms [2021-09-24 14:51:03 main:581] : INFO : Epoch 2029 | loss: 0.0311584 | val_loss: 0.0311594 | Time: 2080.74 ms [2021-09-24 14:51:05 main:581] : INFO : Epoch 2030 | loss: 0.031152 | val_loss: 0.0311589 | Time: 2088.36 ms [2021-09-24 14:51:07 main:581] : INFO : Epoch 2031 | loss: 0.0311498 | val_loss: 0.0311567 | Time: 2067.07 ms [2021-09-24 14:51:09 main:581] : INFO : Epoch 2032 | loss: 0.0311504 | val_loss: 0.0311577 | Time: 2139.07 ms [2021-09-24 14:51:11 main:581] : INFO : Epoch 2033 | loss: 0.0311485 | val_loss: 0.031161 | Time: 2148.03 ms [2021-09-24 14:51:13 main:581] : INFO : Epoch 2034 | loss: 0.03115 | val_loss: 0.0311573 | Time: 1942.03 ms [2021-09-24 14:51:15 main:581] : INFO : Epoch 2035 | loss: 0.0311501 | val_loss: 0.0311596 | Time: 1849.01 ms [2021-09-24 14:51:17 main:581] : INFO : Epoch 2036 | loss: 0.0311486 | val_loss: 0.031162 | Time: 1940.9 ms [2021-09-24 14:51:19 main:581] : INFO : Epoch 2037 | loss: 0.0311464 | val_loss: 0.0311578 | Time: 1926.17 ms [2021-09-24 14:51:21 main:581] : INFO : Epoch 2038 | loss: 0.0311452 | val_loss: 0.0311551 | Time: 1959.64 ms [2021-09-24 14:51:23 main:581] : INFO : Epoch 2039 | loss: 0.0311452 | val_loss: 0.031155 | Time: 2002.59 ms [2021-09-24 14:51:25 main:581] : INFO : Epoch 2040 | loss: 0.0311455 | val_loss: 0.031157 | Time: 2119.21 ms [2021-09-24 14:51:27 main:581] : INFO : Epoch 2041 | loss: 0.0311463 | val_loss: 0.0311529 | Time: 2036.06 ms [2021-09-24 14:51:29 main:581] : INFO : Epoch 2042 | loss: 0.0311442 | val_loss: 0.0311552 | Time: 1695.52 ms [2021-09-24 14:51:31 main:581] : INFO : Epoch 2043 | loss: 0.0311446 | val_loss: 0.0311527 | Time: 2210.57 ms [2021-09-24 14:51:33 main:581] : INFO : Epoch 2044 | loss: 0.0311424 | val_loss: 0.0311557 | Time: 2093.45 ms [2021-09-24 14:51:35 main:581] : INFO : Epoch 2045 | loss: 0.0311408 | val_loss: 0.0311521 | Time: 2217.62 ms [2021-09-24 14:51:37 main:581] : INFO : Epoch 2046 | loss: 0.0311398 | val_loss: 0.0311518 | Time: 1933.39 ms [2021-09-24 14:51:39 main:581] : INFO : Epoch 2047 | loss: 0.03114 | val_loss: 0.0311532 | Time: 2184.13 ms [2021-09-24 14:51:41 main:581] : INFO : Epoch 2048 | loss: 0.031138 | val_loss: 0.0311511 | Time: 2145.74 ms [2021-09-24 14:51:41 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311511 [2021-09-24 14:51:41 main:610] : INFO : Saving end state to config to file [2021-09-24 14:51:41 main:615] : INFO : Success, exiting.. 14:51:41 (626199): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)