Task 5789277
| Name | ParityMachine-1625433454-5059-2_0 |
| Workunit | 3618223 |
| Created | 11 Jul 2021, 21:07:42 UTC |
| Sent | 16 Jul 2021, 18:44:58 UTC |
| Report deadline | 23 Jul 2021, 18:44:58 UTC |
| Received | 18 Jul 2021, 0:53:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 1 hours 24 min 52 sec |
| CPU time | 1 hours 24 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,412.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.57 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 1-07-18 02:32:02 main:581] : INFO : Epoch 1538 | loss: 0.0312178 | val_loss: 0.0312134 | Time: 1874.26 ms [2021-07-18 02:32:04 main:581] : INFO : Epoch 1539 | loss: 0.0312083 | val_loss: 0.0312016 | Time: 1826.8 ms [2021-07-18 02:32:06 main:581] : INFO : Epoch 1540 | loss: 0.0312022 | val_loss: 0.0312083 | Time: 1906.89 ms [2021-07-18 02:32:09 main:581] : INFO : Epoch 1541 | loss: 0.0311999 | val_loss: 0.0312011 | Time: 2926.66 ms [2021-07-18 02:32:13 main:581] : INFO : Epoch 1542 | loss: 0.0311973 | val_loss: 0.0311986 | Time: 3796.29 ms [2021-07-18 02:32:16 main:581] : INFO : Epoch 1543 | loss: 0.0311947 | val_loss: 0.0312006 | Time: 3081.98 ms [2021-07-18 02:32:18 main:581] : INFO : Epoch 1544 | loss: 0.0311943 | val_loss: 0.0311979 | Time: 2005.96 ms [2021-07-18 02:32:20 main:581] : INFO : Epoch 1545 | loss: 0.0311922 | val_loss: 0.0311981 | Time: 2468.2 ms [2021-07-18 02:32:23 main:581] : INFO : Epoch 1546 | loss: 0.0311955 | val_loss: 0.0312037 | Time: 2403.4 ms [2021-07-18 02:32:25 main:581] : INFO : Epoch 1547 | loss: 0.0311929 | val_loss: 0.0311972 | Time: 2681.15 ms [2021-07-18 02:32:28 main:581] : INFO : Epoch 1548 | loss: 0.0311916 | val_loss: 0.0311965 | Time: 2756.13 ms [2021-07-18 02:32:31 main:581] : INFO : Epoch 1549 | loss: 0.0311906 | val_loss: 0.0311988 | Time: 2512.52 ms [2021-07-18 02:32:33 main:581] : INFO : Epoch 1550 | loss: 0.0311932 | val_loss: 0.0311992 | Time: 1988.37 ms [2021-07-18 02:32:37 main:581] : INFO : Epoch 1551 | loss: 0.0311921 | val_loss: 0.0311962 | Time: 4274.61 ms [2021-07-18 02:32:41 main:581] : INFO : Epoch 1552 | loss: 0.0311914 | val_loss: 0.0311979 | Time: 4069.13 ms [2021-07-18 02:32:43 main:581] : INFO : Epoch 1553 | loss: 0.0311907 | val_loss: 0.031196 | Time: 2352.41 ms [2021-07-18 02:32:45 main:581] : INFO : Epoch 1554 | loss: 0.0311904 | val_loss: 0.0311949 | Time: 2001.57 ms [2021-07-18 02:32:47 main:581] : INFO : Epoch 1555 | loss: 0.0311944 | val_loss: 0.0312062 | Time: 1807.85 ms [2021-07-18 02:32:49 main:581] : INFO : Epoch 1556 | loss: 0.0311946 | val_loss: 0.0311959 | Time: 1884.77 ms [2021-07-18 02:32:51 main:581] : INFO : Epoch 1557 | loss: 0.0311921 | val_loss: 0.0311975 | Time: 2051.63 ms [2021-07-18 02:32:53 main:581] : INFO : Epoch 1558 | loss: 0.0311923 | val_loss: 0.0311975 | Time: 1924.77 ms [2021-07-18 02:32:55 main:581] : INFO : Epoch 1559 | loss: 0.0311924 | val_loss: 0.0312045 | Time: 2020.54 ms [2021-07-18 02:32:57 main:581] : INFO : Epoch 1560 | loss: 0.0311935 | val_loss: 0.0311975 | Time: 2038.03 ms [2021-07-18 02:32:59 main:581] : INFO : Epoch 1561 | loss: 0.0311944 | val_loss: 0.0311999 | Time: 1958.46 ms [2021-07-18 02:33:01 main:581] : INFO : Epoch 1562 | loss: 0.0311909 | val_loss: 0.0311971 | Time: 1672.61 ms [2021-07-18 02:33:03 main:581] : INFO : Epoch 1563 | loss: 0.0311921 | val_loss: 0.0312039 | Time: 2261.8 ms [2021-07-18 02:33:05 main:581] : INFO : Epoch 1564 | loss: 0.031195 | val_loss: 0.0311957 | Time: 2406.78 ms [2021-07-18 02:33:08 main:581] : INFO : Epoch 1565 | loss: 0.0311927 | val_loss: 0.0312055 | Time: 2355.42 ms [2021-07-18 02:33:10 main:581] : INFO : Epoch 1566 | loss: 0.0311927 | val_loss: 0.0311966 | Time: 2416.72 ms [2021-07-18 02:33:12 main:581] : INFO : Epoch 1567 | loss: 0.0311885 | val_loss: 0.031195 | Time: 2403.01 ms [2021-07-18 02:33:14 main:581] : INFO : Epoch 1568 | loss: 0.0311879 | val_loss: 0.0311943 | Time: 2041.08 ms [2021-07-18 02:33:16 main:581] : INFO : Epoch 1569 | loss: 0.0311873 | val_loss: 0.0311942 | Time: 1825.85 ms [2021-07-18 02:33:18 main:581] : INFO : Epoch 1570 | loss: 0.0311879 | val_loss: 0.031197 | Time: 1862.22 ms [2021-07-18 02:33:20 main:581] : INFO : Epoch 1571 | loss: 0.0311874 | val_loss: 0.031195 | Time: 1849.62 ms [2021-07-18 02:33:22 main:581] : INFO : Epoch 1572 | loss: 0.0311873 | val_loss: 0.0311948 | Time: 1803.64 ms [2021-07-18 02:33:24 main:581] : INFO : Epoch 1573 | loss: 0.0311871 | val_loss: 0.0311969 | Time: 1903.66 ms [2021-07-18 02:33:26 main:581] : INFO : Epoch 1574 | loss: 0.0311871 | val_loss: 0.0311927 | Time: 1871.09 ms [2021-07-18 02:33:28 main:581] : INFO : Epoch 1575 | loss: 0.0311866 | val_loss: 0.0311953 | Time: 1930.4 ms [2021-07-18 02:33:30 main:581] : INFO : Epoch 1576 | loss: 0.0311871 | val_loss: 0.0312048 | Time: 1966.76 ms [2021-07-18 02:33:31 main:581] : INFO : Epoch 1577 | loss: 0.0311884 | val_loss: 0.0311937 | Time: 1962.74 ms [2021-07-18 02:33:34 main:581] : INFO : Epoch 1578 | loss: 0.0311878 | val_loss: 0.0311932 | Time: 2164.18 ms [2021-07-18 02:33:36 main:581] : INFO : Epoch 1579 | loss: 0.0311899 | val_loss: 0.0311943 | Time: 2135.63 ms [2021-07-18 02:33:38 main:581] : INFO : Epoch 1580 | loss: 0.0311886 | val_loss: 0.0311977 | Time: 2106.94 ms [2021-07-18 02:33:40 main:581] : INFO : Epoch 1581 | loss: 0.0311892 | val_loss: 0.0311972 | Time: 2292.29 ms [2021-07-18 02:33:43 main:581] : INFO : Epoch 1582 | loss: 0.0311898 | val_loss: 0.0311968 | Time: 2418.64 ms [2021-07-18 02:33:45 main:581] : INFO : Epoch 1583 | loss: 0.0311893 | val_loss: 0.0311961 | Time: 2438.68 ms [2021-07-18 02:33:47 main:581] : INFO : Epoch 1584 | loss: 0.0311873 | val_loss: 0.0311956 | Time: 2450.48 ms [2021-07-18 02:33:50 main:581] : INFO : Epoch 1585 | loss: 0.0311868 | val_loss: 0.0311951 | Time: 2264.93 ms [2021-07-18 02:33:52 main:581] : INFO : Epoch 1586 | loss: 0.0311859 | val_loss: 0.0311936 | Time: 1994.02 ms [2021-07-18 02:33:54 main:581] : INFO : Epoch 1587 | loss: 0.0311851 | val_loss: 0.0312023 | Time: 1891.78 ms [2021-07-18 02:33:55 main:581] : INFO : Epoch 1588 | loss: 0.031186 | val_loss: 0.0311962 | Time: 1754.72 ms [2021-07-18 02:33:57 main:581] : INFO : Epoch 1589 | loss: 0.0311854 | val_loss: 0.0311951 | Time: 1832.85 ms [2021-07-18 02:33:59 main:581] : INFO : Epoch 1590 | loss: 0.0311896 | val_loss: 0.0311969 | Time: 1840 ms [2021-07-18 02:34:01 main:581] : INFO : Epoch 1591 | loss: 0.031187 | val_loss: 0.0311936 | Time: 1678.59 ms [2021-07-18 02:34:03 main:581] : INFO : Epoch 1592 | loss: 0.0311882 | val_loss: 0.031203 | Time: 1777.84 ms [2021-07-18 02:34:04 main:581] : INFO : Epoch 1593 | loss: 0.0311951 | val_loss: 0.0311991 | Time: 1687.65 ms [2021-07-18 02:34:06 main:581] : INFO : Epoch 1594 | loss: 0.0311896 | val_loss: 0.031195 | Time: 1556.98 ms [2021-07-18 02:34:07 main:581] : INFO : Epoch 1595 | loss: 0.0311844 | val_loss: 0.0311947 | Time: 1731.63 ms [2021-07-18 02:34:09 main:581] : INFO : Epoch 1596 | loss: 0.0311839 | val_loss: 0.031194 | Time: 1805.22 ms [2021-07-18 02:34:11 main:581] : INFO : Epoch 1597 | loss: 0.0311835 | val_loss: 0.0311954 | Time: 1845.95 ms [2021-07-18 02:34:13 main:581] : INFO : Epoch 1598 | loss: 0.0311831 | val_loss: 0.0311928 | Time: 1993.38 ms [2021-07-18 02:34:15 main:581] : INFO : Epoch 1599 | loss: 0.0311822 | val_loss: 0.0311999 | Time: 1950.55 ms [2021-07-18 02:34:17 main:581] : INFO : Epoch 1600 | loss: 0.0311851 | val_loss: 0.0312001 | Time: 1903.65 ms [2021-07-18 02:34:19 main:581] : INFO : Epoch 1601 | loss: 0.0311845 | val_loss: 0.0311932 | Time: 1909.4 ms [2021-07-18 02:34:21 main:581] : INFO : Epoch 1602 | loss: 0.0311822 | val_loss: 0.0311982 | Time: 1938.92 ms [2021-07-18 02:34:23 main:581] : INFO : Epoch 1603 | loss: 0.0311854 | val_loss: 0.0311955 | Time: 1853.67 ms [2021-07-18 02:34:25 main:581] : INFO : Epoch 1604 | loss: 0.0311848 | val_loss: 0.0311959 | Time: 2017.82 ms [2021-07-18 02:34:27 main:581] : INFO : Epoch 1605 | loss: 0.0311866 | val_loss: 0.0311954 | Time: 2216.76 ms [2021-07-18 02:34:30 main:581] : INFO : Epoch 1606 | loss: 0.0311853 | val_loss: 0.0311948 | Time: 3186.65 ms [2021-07-18 02:34:33 main:581] : INFO : Epoch 1607 | loss: 0.0311846 | val_loss: 0.0311936 | Time: 2605.92 ms [2021-07-18 02:34:35 main:581] : INFO : Epoch 1608 | loss: 0.0311825 | val_loss: 0.0311957 | Time: 1786.84 ms [2021-07-18 02:34:36 main:581] : INFO : Epoch 1609 | loss: 0.0311848 | val_loss: 0.0311943 | Time: 1661.21 ms [2021-07-18 02:34:38 main:581] : INFO : Epoch 1610 | loss: 0.0311831 | val_loss: 0.0311935 | Time: 1558.01 ms [2021-07-18 02:34:39 main:581] : INFO : Epoch 1611 | loss: 0.0311818 | val_loss: 0.0311932 | Time: 1724.38 ms [2021-07-18 02:34:41 main:581] : INFO : Epoch 1612 | loss: 0.0311817 | val_loss: 0.0311936 | Time: 1800.86 ms [2021-07-18 02:34:43 main:581] : INFO : Epoch 1613 | loss: 0.0311815 | val_loss: 0.0311942 | Time: 1964.8 ms [2021-07-18 02:34:45 main:581] : INFO : Epoch 1614 | loss: 0.0311835 | val_loss: 0.0311974 | Time: 1925.3 ms [2021-07-18 02:34:47 main:581] : INFO : Epoch 1615 | loss: 0.0311816 | val_loss: 0.0311949 | Time: 1783.17 ms [2021-07-18 02:34:49 main:581] : INFO : Epoch 1616 | loss: 0.0311814 | val_loss: 0.0311927 | Time: 1770.89 ms [2021-07-18 02:34:51 main:581] : INFO : Epoch 1617 | loss: 0.0311808 | val_loss: 0.0311998 | Time: 1880.66 ms [2021-07-18 02:34:53 main:581] : INFO : Epoch 1618 | loss: 0.0311839 | val_loss: 0.0311959 | Time: 1952.9 ms [2021-07-18 02:34:54 main:581] : INFO : Epoch 1619 | loss: 0.0311819 | val_loss: 0.0311955 | Time: 1925.2 ms [2021-07-18 02:34:56 main:581] : INFO : Epoch 1620 | loss: 0.0311802 | val_loss: 0.0311941 | Time: 1846.11 ms [2021-07-18 02:34:58 main:581] : INFO : Epoch 1621 | loss: 0.0311797 | val_loss: 0.0311939 | Time: 1839.34 ms [2021-07-18 02:35:00 main:581] : INFO : Epoch 1622 | loss: 0.03118 | val_loss: 0.0311977 | Time: 1608.62 ms [2021-07-18 02:35:01 main:581] : INFO : Epoch 1623 | loss: 0.0311824 | val_loss: 0.0311994 | Time: 1623.09 ms [2021-07-18 02:35:03 main:581] : INFO : Epoch 1624 | loss: 0.03118 | val_loss: 0.0311948 | Time: 1784.39 ms [2021-07-18 02:35:05 main:581] : INFO : Epoch 1625 | loss: 0.0311795 | val_loss: 0.0311942 | Time: 1825.61 ms [2021-07-18 02:35:07 main:581] : INFO : Epoch 1626 | loss: 0.0311784 | val_loss: 0.0311956 | Time: 1798.53 ms [2021-07-18 02:35:09 main:581] : INFO : Epoch 1627 | loss: 0.0311791 | val_loss: 0.031193 | Time: 1892.72 ms [2021-07-18 02:35:11 main:581] : INFO : Epoch 1628 | loss: 0.031179 | val_loss: 0.0311977 | Time: 1895.37 ms [2021-07-18 02:35:12 main:581] : INFO : Epoch 1629 | loss: 0.0311796 | val_loss: 0.0311973 | Time: 1827.43 ms [2021-07-18 02:35:14 main:581] : INFO : Epoch 1630 | loss: 0.0311791 | val_loss: 0.0311949 | Time: 1960.95 ms [2021-07-18 02:35:17 main:581] : INFO : Epoch 1631 | loss: 0.0311797 | val_loss: 0.0311931 | Time: 2294.85 ms [2021-07-18 02:35:19 main:581] : INFO : Epoch 1632 | loss: 0.0311803 | val_loss: 0.0311953 | Time: 2304.84 ms [2021-07-18 02:35:21 main:581] : INFO : Epoch 1633 | loss: 0.0311807 | val_loss: 0.0311939 | Time: 2191.5 ms [2021-07-18 02:35:23 main:581] : INFO : Epoch 1634 | loss: 0.0311792 | val_loss: 0.0311969 | Time: 2174.59 ms [2021-07-18 02:35:25 main:581] : INFO : Epoch 1635 | loss: 0.0311791 | val_loss: 0.0311932 | Time: 2093.27 ms [2021-07-18 02:35:28 main:581] : INFO : Epoch 1636 | loss: 0.0311796 | val_loss: 0.0311941 | Time: 2216.5 ms [2021-07-18 02:35:30 main:581] : INFO : Epoch 1637 | loss: 0.031178 | val_loss: 0.0311929 | Time: 2271.3 ms [2021-07-18 02:35:32 main:581] : INFO : Epoch 1638 | loss: 0.0311842 | val_loss: 0.0311966 | Time: 2541.81 ms [2021-07-18 02:35:35 main:581] : INFO : Epoch 1639 | loss: 0.0311837 | val_loss: 0.0311952 | Time: 2395.94 ms [2021-07-18 02:35:37 main:581] : INFO : Epoch 1640 | loss: 0.0311817 | val_loss: 0.0311933 | Time: 1987.49 ms [2021-07-18 02:35:39 main:581] : INFO : Epoch 1641 | loss: 0.0311813 | val_loss: 0.0311933 | Time: 1954.62 ms [2021-07-18 02:35:41 main:581] : INFO : Epoch 1642 | loss: 0.0311801 | val_loss: 0.031192 | Time: 2380.72 ms [2021-07-18 02:35:43 main:581] : INFO : Epoch 1643 | loss: 0.0311851 | val_loss: 0.0312015 | Time: 2117.18 ms [2021-07-18 02:35:46 main:581] : INFO : Epoch 1644 | loss: 0.0311949 | val_loss: 0.0311972 | Time: 2330.68 ms [2021-07-18 02:35:48 main:581] : INFO : Epoch 1645 | loss: 0.0311864 | val_loss: 0.0311969 | Time: 2551.23 ms [2021-07-18 02:35:51 main:581] : INFO : Epoch 1646 | loss: 0.0311871 | val_loss: 0.0311959 | Time: 2578.44 ms [2021-07-18 02:35:53 main:581] : INFO : Epoch 1647 | loss: 0.031186 | val_loss: 0.0311914 | Time: 2295.61 ms [2021-07-18 02:35:56 main:581] : INFO : Epoch 1648 | loss: 0.0311837 | val_loss: 0.0311928 | Time: 2548.69 ms [2021-07-18 02:35:59 main:581] : INFO : Epoch 1649 | loss: 0.0311848 | val_loss: 0.0311935 | Time: 2892.47 ms [2021-07-18 02:36:01 main:581] : INFO : Epoch 1650 | loss: 0.0311841 | val_loss: 0.0311929 | Time: 2489.28 ms [2021-07-18 02:36:03 main:581] : INFO : Epoch 1651 | loss: 0.0311833 | val_loss: 0.0311914 | Time: 2378.25 ms [2021-07-18 02:36:06 main:581] : INFO : Epoch 1652 | loss: 0.0311845 | val_loss: 0.031207 | Time: 2145.21 ms [2021-07-18 02:36:08 main:581] : INFO : Epoch 1653 | loss: 0.0311869 | val_loss: 0.0311935 | Time: 2326.87 ms [2021-07-18 02:36:11 main:581] : INFO : Epoch 1654 | loss: 0.0311823 | val_loss: 0.0311907 | Time: 2796.35 ms [2021-07-18 02:36:14 main:581] : INFO : Epoch 1655 | loss: 0.0311843 | val_loss: 0.0311955 | Time: 3459.91 ms [2021-07-18 02:36:17 main:581] : INFO : Epoch 1656 | loss: 0.0311869 | val_loss: 0.031192 | Time: 2605.27 ms [2021-07-18 02:36:19 main:581] : INFO : Epoch 1657 | loss: 0.0311843 | val_loss: 0.031195 | Time: 2420.55 ms [2021-07-18 02:36:22 main:581] : INFO : Epoch 1658 | loss: 0.0311861 | val_loss: 0.0311907 | Time: 2874 ms [2021-07-18 02:36:24 main:581] : INFO : Epoch 1659 | loss: 0.0311833 | val_loss: 0.0311944 | Time: 2359.13 ms [2021-07-18 02:36:27 main:581] : INFO : Epoch 1660 | loss: 0.0311822 | val_loss: 0.0311903 | Time: 2726.34 ms [2021-07-18 02:36:29 main:581] : INFO : Epoch 1661 | loss: 0.0311825 | val_loss: 0.0311925 | Time: 2117.69 ms [2021-07-18 02:36:31 main:581] : INFO : Epoch 1662 | loss: 0.0311819 | val_loss: 0.0311914 | Time: 2273.24 ms [2021-07-18 02:36:34 main:581] : INFO : Epoch 1663 | loss: 0.0311806 | val_loss: 0.0311915 | Time: 2738 ms [2021-07-18 02:36:38 main:581] : INFO : Epoch 1664 | loss: 0.0311807 | val_loss: 0.0311964 | Time: 3373.33 ms [2021-07-18 02:36:41 main:581] : INFO : Epoch 1665 | loss: 0.0311827 | val_loss: 0.0311889 | Time: 2985.4 ms [2021-07-18 02:36:43 main:581] : INFO : Epoch 1666 | loss: 0.0311829 | val_loss: 0.0311873 | Time: 2348.88 ms [2021-07-18 02:36:45 main:581] : INFO : Epoch 1667 | loss: 0.0311831 | val_loss: 0.0311903 | Time: 2378.27 ms [2021-07-18 02:36:48 main:581] : INFO : Epoch 1668 | loss: 0.0311839 | val_loss: 0.0311916 | Time: 2271.67 ms [2021-07-18 02:36:50 main:581] : INFO : Epoch 1669 | loss: 0.0311831 | val_loss: 0.0311884 | Time: 2292.05 ms [2021-07-18 02:36:53 main:581] : INFO : Epoch 1670 | loss: 0.0311936 | val_loss: 0.0312182 | Time: 2837.13 ms [2021-07-18 02:36:56 main:581] : INFO : Epoch 1671 | loss: 0.0312156 | val_loss: 0.0312183 | Time: 2801.73 ms [2021-07-18 02:36:59 main:581] : INFO : Epoch 1672 | loss: 0.0312151 | val_loss: 0.0312185 | Time: 3048.45 ms [2021-07-18 02:37:01 main:581] : INFO : Epoch 1673 | loss: 0.0312127 | val_loss: 0.0312142 | Time: 2668.18 ms [2021-07-18 02:37:04 main:581] : INFO : Epoch 1674 | loss: 0.0312119 | val_loss: 0.0312162 | Time: 2438.09 ms [2021-07-18 02:37:06 main:581] : INFO : Epoch 1675 | loss: 0.0312115 | val_loss: 0.0312149 | Time: 2712.69 ms [2021-07-18 02:37:09 main:581] : INFO : Epoch 1676 | loss: 0.03121 | val_loss: 0.0312116 | Time: 2404.1 ms [2021-07-18 02:37:11 main:581] : INFO : Epoch 1677 | loss: 0.0312089 | val_loss: 0.0312115 | Time: 2260.59 ms [2021-07-18 02:37:13 main:581] : INFO : Epoch 1678 | loss: 0.0312078 | val_loss: 0.0312113 | Time: 2083.57 ms [2021-07-18 02:37:16 main:581] : INFO : Epoch 1679 | loss: 0.0312075 | val_loss: 0.0312117 | Time: 3085.61 ms [2021-07-18 02:37:19 main:581] : INFO : Epoch 1680 | loss: 0.0312079 | val_loss: 0.031211 | Time: 2822.11 ms [2021-07-18 02:37:23 main:581] : INFO : Epoch 1681 | loss: 0.0312076 | val_loss: 0.0312107 | Time: 3725.12 ms [2021-07-18 02:37:25 main:581] : INFO : Epoch 1682 | loss: 0.0312071 | val_loss: 0.0312109 | Time: 2671.41 ms [2021-07-18 02:37:28 main:581] : INFO : Epoch 1683 | loss: 0.0312058 | val_loss: 0.0312102 | Time: 2464.24 ms [2021-07-18 02:37:31 main:581] : INFO : Epoch 1684 | loss: 0.0312066 | val_loss: 0.0312116 | Time: 2652.9 ms [2021-07-18 02:37:33 main:581] : INFO : Epoch 1685 | loss: 0.0312068 | val_loss: 0.0312112 | Time: 2746.88 ms [2021-07-18 02:37:37 main:581] : INFO : Epoch 1686 | loss: 0.0312051 | val_loss: 0.0312105 | Time: 3328.33 ms [2021-07-18 02:37:39 main:581] : INFO : Epoch 1687 | loss: 0.0312057 | val_loss: 0.0312088 | Time: 2114 ms [2021-07-18 02:37:41 main:581] : INFO : Epoch 1688 | loss: 0.0312082 | val_loss: 0.0312144 | Time: 2502.02 ms [2021-07-18 02:37:43 main:581] : INFO : Epoch 1689 | loss: 0.0312059 | val_loss: 0.0312078 | Time: 2217.05 ms [2021-07-18 02:37:46 main:581] : INFO : Epoch 1690 | loss: 0.0312016 | val_loss: 0.0312073 | Time: 2686.08 ms [2021-07-18 02:37:48 main:581] : INFO : Epoch 1691 | loss: 0.0312014 | val_loss: 0.0312106 | Time: 2310.28 ms [2021-07-18 02:37:52 main:581] : INFO : Epoch 1692 | loss: 0.0312006 | val_loss: 0.0312079 | Time: 3561.61 ms [2021-07-18 02:37:55 main:581] : INFO : Epoch 1693 | loss: 0.0312 | val_loss: 0.0312127 | Time: 2649.67 ms [2021-07-18 02:37:57 main:581] : INFO : Epoch 1694 | loss: 0.0312003 | val_loss: 0.0312164 | Time: 2120.49 ms [2021-07-18 02:37:59 main:581] : INFO : Epoch 1695 | loss: 0.0312022 | val_loss: 0.0312098 | Time: 2326.98 ms [2021-07-18 02:38:03 main:581] : INFO : Epoch 1696 | loss: 0.0312119 | val_loss: 0.031216 | Time: 3923.19 ms [2021-07-18 02:38:05 main:581] : INFO : Epoch 1697 | loss: 0.0312131 | val_loss: 0.0312169 | Time: 2423.76 ms [2021-07-18 02:38:08 main:581] : INFO : Epoch 1698 | loss: 0.0312114 | val_loss: 0.0312154 | Time: 2663.5 ms [2021-07-18 02:38:10 main:581] : INFO : Epoch 1699 | loss: 0.0312099 | val_loss: 0.0312091 | Time: 1978.11 ms [2021-07-18 02:38:12 main:581] : INFO : Epoch 1700 | loss: 0.0312081 | val_loss: 0.0312096 | Time: 1989.48 ms [2021-07-18 02:38:14 main:581] : INFO : Epoch 1701 | loss: 0.0312066 | val_loss: 0.0312077 | Time: 2017.78 ms [2021-07-18 02:38:16 main:581] : INFO : Epoch 1702 | loss: 0.0312036 | val_loss: 0.0312077 | Time: 1947.65 ms [2021-07-18 02:38:18 main:581] : INFO : Epoch 1703 | loss: 0.031202 | val_loss: 0.0312072 | Time: 2256.41 ms [2021-07-18 02:38:20 main:581] : INFO : Epoch 1704 | loss: 0.0312033 | val_loss: 0.0312169 | Time: 2076.03 ms [2021-07-18 02:38:22 main:581] : INFO : Epoch 1705 | loss: 0.031204 | val_loss: 0.031214 | Time: 1912.79 ms [2021-07-18 02:38:24 main:581] : INFO : Epoch 1706 | loss: 0.0312019 | val_loss: 0.0312056 | Time: 1934.29 ms [2021-07-18 02:38:26 main:581] : INFO : Epoch 1707 | loss: 0.031199 | val_loss: 0.0312048 | Time: 1976.64 ms [2021-07-18 02:38:28 main:581] : INFO : Epoch 1708 | loss: 0.0311998 | val_loss: 0.0312041 | Time: 1932.63 ms [2021-07-18 02:38:31 main:581] : INFO : Epoch 1709 | loss: 0.0311985 | val_loss: 0.0312127 | Time: 2437.24 ms [2021-07-18 02:38:33 main:581] : INFO : Epoch 1710 | loss: 0.0311989 | val_loss: 0.0312031 | Time: 2830.27 ms [2021-07-18 02:38:36 main:581] : INFO : Epoch 1711 | loss: 0.0311955 | val_loss: 0.0312015 | Time: 2069.59 ms [2021-07-18 02:38:38 main:581] : INFO : Epoch 1712 | loss: 0.0311941 | val_loss: 0.0312023 | Time: 1999.16 ms [2021-07-18 02:38:39 main:581] : INFO : Epoch 1713 | loss: 0.0311941 | val_loss: 0.0312014 | Time: 1943.13 ms [2021-07-18 02:38:41 main:581] : INFO : Epoch 1714 | loss: 0.031193 | val_loss: 0.0312014 | Time: 1897.11 ms [2021-07-18 02:38:43 main:581] : INFO : Epoch 1715 | loss: 0.0311926 | val_loss: 0.0312007 | Time: 1996.52 ms [2021-07-18 02:38:45 main:581] : INFO : Epoch 1716 | loss: 0.0311967 | val_loss: 0.0312105 | Time: 2004.01 ms [2021-07-18 02:38:47 main:581] : INFO : Epoch 1717 | loss: 0.0311978 | val_loss: 0.0312049 | Time: 1972.33 ms [2021-07-18 02:38:49 main:581] : INFO : Epoch 1718 | loss: 0.0311936 | val_loss: 0.0312033 | Time: 1929.88 ms [2021-07-18 02:38:51 main:581] : INFO : Epoch 1719 | loss: 0.0311924 | val_loss: 0.0312024 | Time: 1964.88 ms [2021-07-18 02:38:53 main:581] : INFO : Epoch 1720 | loss: 0.0311917 | val_loss: 0.0312006 | Time: 1851.67 ms [2021-07-18 02:38:55 main:581] : INFO : Epoch 1721 | loss: 0.031191 | val_loss: 0.0312011 | Time: 1597.48 ms [2021-07-18 02:38:56 main:581] : INFO : Epoch 1722 | loss: 0.0311913 | val_loss: 0.0312 | Time: 1595.33 ms [2021-07-18 02:38:58 main:581] : INFO : Epoch 1723 | loss: 0.0311904 | val_loss: 0.031202 | Time: 1681.1 ms [2021-07-18 02:39:00 main:581] : INFO : Epoch 1724 | loss: 0.0311908 | val_loss: 0.0312001 | Time: 1761.79 ms [2021-07-18 02:39:02 main:581] : INFO : Epoch 1725 | loss: 0.0311899 | val_loss: 0.0312016 | Time: 2066.31 ms [2021-07-18 02:39:05 main:581] : INFO : Epoch 1726 | loss: 0.0311909 | val_loss: 0.0312008 | Time: 2808.24 ms [2021-07-18 02:39:08 main:581] : INFO : Epoch 1727 | loss: 0.031192 | val_loss: 0.0311996 | Time: 3247.41 ms [2021-07-18 02:39:11 main:581] : INFO : Epoch 1728 | loss: 0.0311909 | val_loss: 0.0312012 | Time: 3248.09 ms [2021-07-18 02:39:14 main:581] : INFO : Epoch 1729 | loss: 0.0311892 | val_loss: 0.0312003 | Time: 2547.73 ms [2021-07-18 02:39:17 main:581] : INFO : Epoch 1730 | loss: 0.0311886 | val_loss: 0.0311998 | Time: 2953.04 ms [2021-07-18 02:39:20 main:581] : INFO : Epoch 1731 | loss: 0.0311884 | val_loss: 0.0311992 | Time: 3340.44 ms [2021-07-18 02:39:23 main:581] : INFO : Epoch 1732 | loss: 0.0311888 | val_loss: 0.0312222 | Time: 2963.06 ms [2021-07-18 02:39:25 main:581] : INFO : Epoch 1733 | loss: 0.0311952 | val_loss: 0.0311993 | Time: 2144.08 ms [2021-07-18 02:39:27 main:581] : INFO : Epoch 1734 | loss: 0.0311892 | val_loss: 0.0312031 | Time: 2393.41 ms [2021-07-18 02:39:31 main:581] : INFO : Epoch 1735 | loss: 0.0311894 | val_loss: 0.0311995 | Time: 3228.58 ms [2021-07-18 02:39:34 main:581] : INFO : Epoch 1736 | loss: 0.0311906 | val_loss: 0.0312034 | Time: 3059.35 ms [2021-07-18 02:39:37 main:581] : INFO : Epoch 1737 | loss: 0.031189 | val_loss: 0.0311999 | Time: 3393.28 ms [2021-07-18 02:39:40 main:581] : INFO : Epoch 1738 | loss: 0.031194 | val_loss: 0.031201 | Time: 2798.97 ms [2021-07-18 02:39:42 main:581] : INFO : Epoch 1739 | loss: 0.0311894 | val_loss: 0.0311979 | Time: 2466.88 ms [2021-07-18 02:39:45 main:581] : INFO : Epoch 1740 | loss: 0.0311897 | val_loss: 0.0311975 | Time: 2524.57 ms [2021-07-18 02:39:48 main:581] : INFO : Epoch 1741 | loss: 0.0311872 | val_loss: 0.0311999 | Time: 3317.14 ms [2021-07-18 02:39:51 main:581] : INFO : Epoch 1742 | loss: 0.0311889 | val_loss: 0.0311976 | Time: 3239.53 ms [2021-07-18 02:39:55 main:581] : INFO : Epoch 1743 | loss: 0.0311869 | val_loss: 0.0311989 | Time: 3242.16 ms [2021-07-18 02:39:57 main:581] : INFO : Epoch 1744 | loss: 0.031187 | val_loss: 0.0312007 | Time: 2525.98 ms [2021-07-18 02:39:59 main:581] : INFO : Epoch 1745 | loss: 0.0311873 | val_loss: 0.0312012 | Time: 2206.26 ms [2021-07-18 02:40:02 main:581] : INFO : Epoch 1746 | loss: 0.0311926 | val_loss: 0.0311999 | Time: 2507.43 ms [2021-07-18 02:40:05 main:581] : INFO : Epoch 1747 | loss: 0.0311863 | val_loss: 0.0311973 | Time: 3323.69 ms [2021-07-18 02:40:08 main:581] : INFO : Epoch 1748 | loss: 0.0311842 | val_loss: 0.0311975 | Time: 3187.09 ms [2021-07-18 02:40:11 main:581] : INFO : Epoch 1749 | loss: 0.0311848 | val_loss: 0.031198 | Time: 2411.08 ms [2021-07-18 02:40:13 main:581] : INFO : Epoch 1750 | loss: 0.0311852 | val_loss: 0.0311972 | Time: 2441.4 ms [2021-07-18 02:40:16 main:581] : INFO : Epoch 1751 | loss: 0.0311847 | val_loss: 0.0311966 | Time: 2920.23 ms [2021-07-18 02:40:18 main:581] : INFO : Epoch 1752 | loss: 0.0311837 | val_loss: 0.0311986 | Time: 1987.5 ms [2021-07-18 02:40:20 main:581] : INFO : Epoch 1753 | loss: 0.0311842 | val_loss: 0.0311995 | Time: 1958.8 ms [2021-07-18 02:40:23 main:581] : INFO : Epoch 1754 | loss: 0.0311845 | val_loss: 0.0311979 | Time: 3009.53 ms [2021-07-18 02:40:26 main:581] : INFO : Epoch 1755 | loss: 0.0311852 | val_loss: 0.0312015 | Time: 2619.32 ms [2021-07-18 02:40:28 main:581] : INFO : Epoch 1756 | loss: 0.0311876 | val_loss: 0.031201 | Time: 2399.42 ms [2021-07-18 02:40:30 main:581] : INFO : Epoch 1757 | loss: 0.0311879 | val_loss: 0.031201 | Time: 1878.98 ms [2021-07-18 02:40:32 main:581] : INFO : Epoch 1758 | loss: 0.0311874 | val_loss: 0.0312016 | Time: 2076.28 ms [2021-07-18 02:40:35 main:581] : INFO : Epoch 1759 | loss: 0.031189 | val_loss: 0.031201 | Time: 2465.56 ms [2021-07-18 02:40:37 main:581] : INFO : Epoch 1760 | loss: 0.0311871 | val_loss: 0.0311993 | Time: 2369.65 ms [2021-07-18 02:40:39 main:581] : INFO : Epoch 1761 | loss: 0.0311851 | val_loss: 0.0312003 | Time: 1907.26 ms [2021-07-18 02:40:41 main:581] : INFO : Epoch 1762 | loss: 0.0311875 | val_loss: 0.0311991 | Time: 1981.05 ms [2021-07-18 02:40:43 main:581] : INFO : Epoch 1763 | loss: 0.0311885 | val_loss: 0.0312073 | Time: 2064.41 ms [2021-07-18 02:40:45 main:581] : INFO : Epoch 1764 | loss: 0.0311882 | val_loss: 0.0312101 | Time: 2249.85 ms [2021-07-18 02:40:47 main:581] : INFO : Epoch 1765 | loss: 0.0311899 | val_loss: 0.0312012 | Time: 1779.04 ms [2021-07-18 02:40:49 main:581] : INFO : Epoch 1766 | loss: 0.0311922 | val_loss: 0.0311978 | Time: 2004.44 ms [2021-07-18 02:40:51 main:581] : INFO : Epoch 1767 | loss: 0.0311919 | val_loss: 0.0312032 | Time: 2080.7 ms [2021-07-18 02:40:53 main:581] : INFO : Epoch 1768 | loss: 0.0311874 | val_loss: 0.0312011 | Time: 2052.13 ms [2021-07-18 02:40:56 main:581] : INFO : Epoch 1769 | loss: 0.0311907 | val_loss: 0.0311991 | Time: 2705.61 ms [2021-07-18 02:41:00 main:581] : INFO : Epoch 1770 | loss: 0.0311872 | val_loss: 0.0311971 | Time: 3713.56 ms [2021-07-18 02:41:02 main:581] : INFO : Epoch 1771 | loss: 0.031184 | val_loss: 0.0311962 | Time: 2389.16 ms [2021-07-18 02:41:04 main:581] : INFO : Epoch 1772 | loss: 0.0311832 | val_loss: 0.0311981 | Time: 1828.6 ms [2021-07-18 02:41:06 main:581] : INFO : Epoch 1773 | loss: 0.0311834 | val_loss: 0.0311977 | Time: 1854.84 ms [2021-07-18 02:41:08 main:581] : INFO : Epoch 1774 | loss: 0.0311822 | val_loss: 0.031197 | Time: 2031.21 ms [2021-07-18 02:41:10 main:581] : INFO : Epoch 1775 | loss: 0.0311824 | val_loss: 0.0311977 | Time: 1901.82 ms [2021-07-18 02:41:12 main:581] : INFO : Epoch 1776 | loss: 0.0311867 | val_loss: 0.0311966 | Time: 1955.51 ms [2021-07-18 02:41:14 main:581] : INFO : Epoch 1777 | loss: 0.0311834 | val_loss: 0.0311946 | Time: 2038.76 ms [2021-07-18 02:41:16 main:581] : INFO : Epoch 1778 | loss: 0.031183 | val_loss: 0.0311966 | Time: 1982.19 ms [2021-07-18 02:41:17 main:581] : INFO : Epoch 1779 | loss: 0.0311841 | val_loss: 0.0311949 | Time: 1963.51 ms [2021-07-18 02:41:19 main:581] : INFO : Epoch 1780 | loss: 0.031187 | val_loss: 0.0311984 | Time: 1923.45 ms [2021-07-18 02:41:22 main:581] : INFO : Epoch 1781 | loss: 0.0311852 | val_loss: 0.0311984 | Time: 2686.48 ms [2021-07-18 02:41:25 main:581] : INFO : Epoch 1782 | loss: 0.0311839 | val_loss: 0.0311961 | Time: 2720.11 ms [2021-07-18 02:41:27 main:581] : INFO : Epoch 1783 | loss: 0.0311834 | val_loss: 0.0312034 | Time: 2245.06 ms [2021-07-18 02:41:29 main:581] : INFO : Epoch 1784 | loss: 0.031182 | val_loss: 0.0311968 | Time: 1900.63 ms [2021-07-18 02:41:31 main:581] : INFO : Epoch 1785 | loss: 0.0311808 | val_loss: 0.0311984 | Time: 1997.06 ms [2021-07-18 02:41:33 main:581] : INFO : Epoch 1786 | loss: 0.0311812 | val_loss: 0.0311986 | Time: 2023.32 ms [2021-07-18 02:41:35 main:581] : INFO : Epoch 1787 | loss: 0.0311812 | val_loss: 0.0311966 | Time: 2012.13 ms [2021-07-18 02:41:38 main:581] : INFO : Epoch 1788 | loss: 0.0311808 | val_loss: 0.0311973 | Time: 2720.14 ms [2021-07-18 02:41:41 main:581] : INFO : Epoch 1789 | loss: 0.031183 | val_loss: 0.0311969 | Time: 2815.61 ms [2021-07-18 02:41:44 main:581] : INFO : Epoch 1790 | loss: 0.03118 | val_loss: 0.0311988 | Time: 3268.54 ms [2021-07-18 02:41:46 main:581] : INFO : Epoch 1791 | loss: 0.0311802 | val_loss: 0.0312002 | Time: 2541.5 ms [2021-07-18 02:41:49 main:581] : INFO : Epoch 1792 | loss: 0.0311814 | val_loss: 0.0311972 | Time: 2705.14 ms [2021-07-18 02:41:52 main:581] : INFO : Epoch 1793 | loss: 0.0311817 | val_loss: 0.0311995 | Time: 2876.24 ms [2021-07-18 02:41:54 main:581] : INFO : Epoch 1794 | loss: 0.0311813 | val_loss: 0.0311966 | Time: 2514.99 ms [2021-07-18 02:41:59 main:581] : INFO : Epoch 1795 | loss: 0.0311809 | val_loss: 0.0311984 | Time: 4441.54 ms [2021-07-18 02:42:02 main:581] : INFO : Epoch 1796 | loss: 0.0311804 | val_loss: 0.0311976 | Time: 3184.03 ms [2021-07-18 02:42:05 main:581] : INFO : Epoch 1797 | loss: 0.031181 | val_loss: 0.031198 | Time: 2961.21 ms [2021-07-18 02:42:08 main:581] : INFO : Epoch 1798 | loss: 0.031182 | val_loss: 0.031196 | Time: 2966.35 ms [2021-07-18 02:42:10 main:581] : INFO : Epoch 1799 | loss: 0.0311813 | val_loss: 0.0311958 | Time: 2410.24 ms [2021-07-18 02:42:13 main:581] : INFO : Epoch 1800 | loss: 0.0311818 | val_loss: 0.0311994 | Time: 2801.87 ms [2021-07-18 02:42:16 main:581] : INFO : Epoch 1801 | loss: 0.0311812 | val_loss: 0.0311961 | Time: 3211.24 ms [2021-07-18 02:42:20 main:581] : INFO : Epoch 1802 | loss: 0.0311804 | val_loss: 0.0311955 | Time: 3936.84 ms [2021-07-18 02:42:24 main:581] : INFO : Epoch 1803 | loss: 0.031181 | val_loss: 0.0311973 | Time: 4091.8 ms [2021-07-18 02:42:28 main:581] : INFO : Epoch 1804 | loss: 0.0311815 | val_loss: 0.0311954 | Time: 3489.71 ms [2021-07-18 02:42:31 main:581] : INFO : Epoch 1805 | loss: 0.0311808 | val_loss: 0.0311973 | Time: 2567.91 ms [2021-07-18 02:42:33 main:581] : INFO : Epoch 1806 | loss: 0.0311805 | val_loss: 0.0311967 | Time: 2693.14 ms [2021-07-18 02:42:36 main:581] : INFO : Epoch 1807 | loss: 0.031181 | val_loss: 0.0311976 | Time: 3055.55 ms [2021-07-18 02:42:39 main:581] : INFO : Epoch 1808 | loss: 0.0311809 | val_loss: 0.0312008 | Time: 2956.36 ms [2021-07-18 02:42:43 main:581] : INFO : Epoch 1809 | loss: 0.0311815 | val_loss: 0.0311984 | Time: 3347.12 ms [2021-07-18 02:42:46 main:581] : INFO : Epoch 1810 | loss: 0.0311811 | val_loss: 0.0311956 | Time: 3495.47 ms [2021-07-18 02:42:49 main:581] : INFO : Epoch 1811 | loss: 0.03118 | val_loss: 0.0311978 | Time: 3275.45 ms [2021-07-18 02:42:52 main:581] : INFO : Epoch 1812 | loss: 0.03118 | val_loss: 0.0311959 | Time: 2681.27 ms [2021-07-18 02:42:55 main:581] : INFO : Epoch 1813 | loss: 0.031179 | val_loss: 0.0311968 | Time: 2481.34 ms [2021-07-18 02:42:57 main:581] : INFO : Epoch 1814 | loss: 0.031179 | val_loss: 0.031196 | Time: 1993.87 ms [2021-07-18 02:42:59 main:581] : INFO : Epoch 1815 | loss: 0.0311797 | val_loss: 0.0311965 | Time: 1989.63 ms [2021-07-18 02:43:01 main:581] : INFO : Epoch 1816 | loss: 0.031179 | val_loss: 0.0311996 | Time: 2028.2 ms [2021-07-18 02:43:03 main:581] : INFO : Epoch 1817 | loss: 0.03118 | val_loss: 0.0311957 | Time: 2036.95 ms [2021-07-18 02:43:04 main:581] : INFO : Epoch 1818 | loss: 0.0311784 | val_loss: 0.0311944 | Time: 1822.46 ms [2021-07-18 02:43:06 main:581] : INFO : Epoch 1819 | loss: 0.0311795 | val_loss: 0.0311962 | Time: 1727.14 ms [2021-07-18 02:43:08 main:581] : INFO : Epoch 1820 | loss: 0.031181 | val_loss: 0.0311945 | Time: 1796.46 ms [2021-07-18 02:43:10 main:581] : INFO : Epoch 1821 | loss: 0.0311813 | val_loss: 0.031198 | Time: 1907.92 ms [2021-07-18 02:43:13 main:581] : INFO : Epoch 1822 | loss: 0.0311809 | val_loss: 0.0311976 | Time: 3355.27 ms [2021-07-18 02:43:16 main:581] : INFO : Epoch 1823 | loss: 0.0311795 | val_loss: 0.0311967 | Time: 2919.59 ms [2021-07-18 02:43:20 main:581] : INFO : Epoch 1824 | loss: 0.0311786 | val_loss: 0.0311961 | Time: 3558.79 ms [2021-07-18 02:43:23 main:581] : INFO : Epoch 1825 | loss: 0.0311796 | val_loss: 0.0311976 | Time: 3375.4 ms [2021-07-18 02:43:26 main:581] : INFO : Epoch 1826 | loss: 0.0311816 | val_loss: 0.0311953 | Time: 3436.98 ms [2021-07-18 02:43:29 main:581] : INFO : Epoch 1827 | loss: 0.0311798 | val_loss: 0.0312067 | Time: 2948.32 ms [2021-07-18 02:43:32 main:581] : INFO : Epoch 1828 | loss: 0.0311855 | val_loss: 0.0311969 | Time: 2895.85 ms [2021-07-18 02:43:35 main:581] : INFO : Epoch 1829 | loss: 0.0311802 | val_loss: 0.0311957 | Time: 2340.82 ms [2021-07-18 02:43:38 main:581] : INFO : Epoch 1830 | loss: 0.0311795 | val_loss: 0.0311952 | Time: 3503.83 ms [2021-07-18 02:43:41 main:581] : INFO : Epoch 1831 | loss: 0.0311791 | val_loss: 0.0311974 | Time: 3021.16 ms [2021-07-18 02:43:44 main:581] : INFO : Epoch 1832 | loss: 0.0311799 | val_loss: 0.0312015 | Time: 2310.12 ms [2021-07-18 02:43:46 main:581] : INFO : Epoch 1833 | loss: 0.0311807 | val_loss: 0.0311976 | Time: 2065.67 ms [2021-07-18 02:43:48 main:581] : INFO : Epoch 1834 | loss: 0.0311796 | val_loss: 0.0311974 | Time: 2062.62 ms [2021-07-18 02:43:50 main:581] : INFO : Epoch 1835 | loss: 0.0311802 | val_loss: 0.0311956 | Time: 2240.71 ms [2021-07-18 02:43:52 main:581] : INFO : Epoch 1836 | loss: 0.0311811 | val_loss: 0.0311956 | Time: 1966.14 ms [2021-07-18 02:43:54 main:581] : INFO : Epoch 1837 | loss: 0.0311807 | val_loss: 0.0311945 | Time: 1995.62 ms [2021-07-18 02:43:56 main:581] : INFO : Epoch 1838 | loss: 0.03118 | val_loss: 0.0311972 | Time: 1914.78 ms [2021-07-18 02:43:58 main:581] : INFO : Epoch 1839 | loss: 0.0311796 | val_loss: 0.0311974 | Time: 1895.55 ms [2021-07-18 02:43:59 main:581] : INFO : Epoch 1840 | loss: 0.0311789 | val_loss: 0.0311972 | Time: 1826.11 ms [2021-07-18 02:44:01 main:581] : INFO : Epoch 1841 | loss: 0.0311825 | val_loss: 0.0312029 | Time: 1859.49 ms [2021-07-18 02:44:03 main:581] : INFO : Epoch 1842 | loss: 0.0312015 | val_loss: 0.0312119 | Time: 1959.28 ms [2021-07-18 02:44:05 main:581] : INFO : Epoch 1843 | loss: 0.0312031 | val_loss: 0.0312064 | Time: 1949.04 ms [2021-07-18 02:44:07 main:581] : INFO : Epoch 1844 | loss: 0.0311968 | val_loss: 0.0312017 | Time: 1968.52 ms [2021-07-18 02:44:09 main:581] : INFO : Epoch 1845 | loss: 0.0311954 | val_loss: 0.0312024 | Time: 1919.25 ms [2021-07-18 02:44:11 main:581] : INFO : Epoch 1846 | loss: 0.0311941 | val_loss: 0.0311993 | Time: 1950.38 ms [2021-07-18 02:44:13 main:581] : INFO : Epoch 1847 | loss: 0.0311918 | val_loss: 0.0312005 | Time: 2023.81 ms [2021-07-18 02:44:15 main:581] : INFO : Epoch 1848 | loss: 0.0311904 | val_loss: 0.0311985 | Time: 2022.09 ms [2021-07-18 02:44:18 main:581] : INFO : Epoch 1849 | loss: 0.0311903 | val_loss: 0.0312006 | Time: 2418.07 ms [2021-07-18 02:44:20 main:581] : INFO : Epoch 1850 | loss: 0.0311902 | val_loss: 0.0311989 | Time: 2128.17 ms [2021-07-18 02:44:22 main:581] : INFO : Epoch 1851 | loss: 0.0311885 | val_loss: 0.0311969 | Time: 2011.96 ms [2021-07-18 02:44:24 main:581] : INFO : Epoch 1852 | loss: 0.0311875 | val_loss: 0.0311956 | Time: 2251.06 ms [2021-07-18 02:44:27 main:581] : INFO : Epoch 1853 | loss: 0.0311875 | val_loss: 0.0311956 | Time: 2667.74 ms [2021-07-18 02:44:29 main:581] : INFO : Epoch 1854 | loss: 0.0311864 | val_loss: 0.0311971 | Time: 2647.15 ms [2021-07-18 02:44:31 main:581] : INFO : Epoch 1855 | loss: 0.0311871 | val_loss: 0.0312009 | Time: 2019.97 ms [2021-07-18 02:44:33 main:581] : INFO : Epoch 1856 | loss: 0.0311872 | val_loss: 0.0312004 | Time: 2031 ms [2021-07-18 02:44:35 main:581] : INFO : Epoch 1857 | loss: 0.0311872 | val_loss: 0.0311978 | Time: 1906.41 ms [2021-07-18 02:44:38 main:581] : INFO : Epoch 1858 | loss: 0.0311854 | val_loss: 0.0311981 | Time: 2431.99 ms [2021-07-18 02:44:41 main:581] : INFO : Epoch 1859 | loss: 0.0311851 | val_loss: 0.0311986 | Time: 2864.65 ms [2021-07-18 02:44:43 main:581] : INFO : Epoch 1860 | loss: 0.031184 | val_loss: 0.031198 | Time: 1991.15 ms [2021-07-18 02:44:45 main:581] : INFO : Epoch 1861 | loss: 0.0311839 | val_loss: 0.0311983 | Time: 2100.35 ms [2021-07-18 02:44:47 main:581] : INFO : Epoch 1862 | loss: 0.0311837 | val_loss: 0.0311969 | Time: 2516.51 ms [2021-07-18 02:44:51 main:581] : INFO : Epoch 1863 | loss: 0.0311823 | val_loss: 0.0311977 | Time: 3646.62 ms [2021-07-18 02:44:53 main:581] : INFO : Epoch 1864 | loss: 0.0311891 | val_loss: 0.0311964 | Time: 2020.2 ms [2021-07-18 02:44:55 main:581] : INFO : Epoch 1865 | loss: 0.0311898 | val_loss: 0.0311999 | Time: 1966.19 ms [2021-07-18 02:44:57 main:581] : INFO : Epoch 1866 | loss: 0.0311885 | val_loss: 0.0311948 | Time: 1981.96 ms [2021-07-18 02:44:59 main:581] : INFO : Epoch 1867 | loss: 0.0311868 | val_loss: 0.0311943 | Time: 2380.68 ms [2021-07-18 02:45:01 main:581] : INFO : Epoch 1868 | loss: 0.0311863 | val_loss: 0.0311976 | Time: 1997.14 ms [2021-07-18 02:45:03 main:581] : INFO : Epoch 1869 | loss: 0.031187 | val_loss: 0.0311957 | Time: 2058.73 ms [2021-07-18 02:45:06 main:581] : INFO : Epoch 1870 | loss: 0.0311848 | val_loss: 0.0311941 | Time: 2778.66 ms [2021-07-18 02:45:09 main:581] : INFO : Epoch 1871 | loss: 0.0311838 | val_loss: 0.0311939 | Time: 2810.64 ms [2021-07-18 02:45:12 main:581] : INFO : Epoch 1872 | loss: 0.0311844 | val_loss: 0.0311941 | Time: 3085.69 ms [2021-07-18 02:45:15 main:581] : INFO : Epoch 1873 | loss: 0.0311853 | val_loss: 0.0311959 | Time: 2931.26 ms [2021-07-18 02:45:17 main:581] : INFO : Epoch 1874 | loss: 0.0311859 | val_loss: 0.0311948 | Time: 2526.31 ms [2021-07-18 02:45:20 main:581] : INFO : Epoch 1875 | loss: 0.0311835 | val_loss: 0.031193 | Time: 2292.12 ms [2021-07-18 02:45:22 main:581] : INFO : Epoch 1876 | loss: 0.031183 | val_loss: 0.0311942 | Time: 2421.6 ms [2021-07-18 02:45:25 main:581] : INFO : Epoch 1877 | loss: 0.0311822 | val_loss: 0.0311936 | Time: 2988.76 ms [2021-07-18 02:45:28 main:581] : INFO : Epoch 1878 | loss: 0.0311822 | val_loss: 0.0311944 | Time: 2601.36 ms [2021-07-18 02:45:31 main:581] : INFO : Epoch 1879 | loss: 0.0311836 | val_loss: 0.0311977 | Time: 2912.25 ms [2021-07-18 02:45:33 main:581] : INFO : Epoch 1880 | loss: 0.0311832 | val_loss: 0.031198 | Time: 2589.6 ms [2021-07-18 02:45:37 main:581] : INFO : Epoch 1881 | loss: 0.0311852 | val_loss: 0.031205 | Time: 3774.16 ms [2021-07-18 02:45:40 main:581] : INFO : Epoch 1882 | loss: 0.032324 | val_loss: 0.0333403 | Time: 2678.17 ms [2021-07-18 02:45:42 main:581] : INFO : Epoch 1883 | loss: 0.0327366 | val_loss: 0.032628 | Time: 2370.25 ms [2021-07-18 02:45:45 main:581] : INFO : Epoch 1884 | loss: 0.0316751 | val_loss: 0.0313745 | Time: 3436.79 ms [2021-07-18 02:45:47 main:581] : INFO : Epoch 1885 | loss: 0.0313066 | val_loss: 0.0312733 | Time: 2096.41 ms [2021-07-18 02:45:50 main:581] : INFO : Epoch 1886 | loss: 0.0312609 | val_loss: 0.0312521 | Time: 2066.53 ms [2021-07-18 02:45:52 main:581] : INFO : Epoch 1887 | loss: 0.0312508 | val_loss: 0.0312493 | Time: 2074.12 ms [2021-07-18 02:45:54 main:581] : INFO : Epoch 1888 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 2008.46 ms [2021-07-18 02:45:56 main:581] : INFO : Epoch 1889 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 1947.91 ms [2021-07-18 02:45:57 main:581] : INFO : Epoch 1890 | loss: 0.0312416 | val_loss: 0.0312409 | Time: 1875.41 ms [2021-07-18 02:45:59 main:581] : INFO : Epoch 1891 | loss: 0.031237 | val_loss: 0.0312368 | Time: 1935.06 ms [2021-07-18 02:46:01 main:581] : INFO : Epoch 1892 | loss: 0.031231 | val_loss: 0.031229 | Time: 1924.44 ms [2021-07-18 02:46:04 main:581] : INFO : Epoch 1893 | loss: 0.0312227 | val_loss: 0.0312217 | Time: 2358.11 ms [2021-07-18 02:46:06 main:581] : INFO : Epoch 1894 | loss: 0.0312141 | val_loss: 0.0312156 | Time: 2143.37 ms [2021-07-18 02:46:08 main:581] : INFO : Epoch 1895 | loss: 0.0312095 | val_loss: 0.0312134 | Time: 1984.52 ms [2021-07-18 02:46:10 main:581] : INFO : Epoch 1896 | loss: 0.0312085 | val_loss: 0.0312168 | Time: 2077.18 ms [2021-07-18 02:46:12 main:581] : INFO : Epoch 1897 | loss: 0.0312065 | val_loss: 0.0312105 | Time: 2062.07 ms [2021-07-18 02:46:14 main:581] : INFO : Epoch 1898 | loss: 0.0312056 | val_loss: 0.0312122 | Time: 2068.97 ms [2021-07-18 02:46:16 main:581] : INFO : Epoch 1899 | loss: 0.031204 | val_loss: 0.0312095 | Time: 2002.18 ms [2021-07-18 02:46:18 main:581] : INFO : Epoch 1900 | loss: 0.0312022 | val_loss: 0.0312076 | Time: 1984.2 ms [2021-07-18 02:46:20 main:581] : INFO : Epoch 1901 | loss: 0.0312 | val_loss: 0.031213 | Time: 2061.02 ms [2021-07-18 02:46:22 main:581] : INFO : Epoch 1902 | loss: 0.0311998 | val_loss: 0.0312048 | Time: 2000.21 ms [2021-07-18 02:46:24 main:581] : INFO : Epoch 1903 | loss: 0.0311966 | val_loss: 0.0312071 | Time: 2015.39 ms [2021-07-18 02:46:26 main:581] : INFO : Epoch 1904 | loss: 0.0311962 | val_loss: 0.0312045 | Time: 1953.79 ms [2021-07-18 02:46:28 main:581] : INFO : Epoch 1905 | loss: 0.0311945 | val_loss: 0.0312095 | Time: 1828.34 ms [2021-07-18 02:46:30 main:581] : INFO : Epoch 1906 | loss: 0.0311948 | val_loss: 0.0312041 | Time: 2052 ms [2021-07-18 02:46:32 main:581] : INFO : Epoch 1907 | loss: 0.0311945 | val_loss: 0.031202 | Time: 1980.01 ms [2021-07-18 02:46:35 main:581] : INFO : Epoch 1908 | loss: 0.0311949 | val_loss: 0.0312023 | Time: 2917.2 ms [2021-07-18 02:46:39 main:581] : INFO : Epoch 1909 | loss: 0.0311961 | val_loss: 0.0312024 | Time: 3710.78 ms [2021-07-18 02:46:41 main:581] : INFO : Epoch 1910 | loss: 0.031194 | val_loss: 0.0312021 | Time: 2612.91 ms [2021-07-18 02:46:43 main:581] : INFO : Epoch 1911 | loss: 0.0311937 | val_loss: 0.0312031 | Time: 2055.49 ms [2021-07-18 02:46:46 main:581] : INFO : Epoch 1912 | loss: 0.0311922 | val_loss: 0.0311992 | Time: 2447.07 ms [2021-07-18 02:46:48 main:581] : INFO : Epoch 1913 | loss: 0.031192 | val_loss: 0.0312 | Time: 2456.74 ms [2021-07-18 02:46:51 main:581] : INFO : Epoch 1914 | loss: 0.0311914 | val_loss: 0.031202 | Time: 2506.4 ms [2021-07-18 02:46:53 main:581] : INFO : Epoch 1915 | loss: 0.0311917 | val_loss: 0.0311989 | Time: 2631.96 ms [2021-07-18 02:46:57 main:581] : INFO : Epoch 1916 | loss: 0.0311919 | val_loss: 0.0312001 | Time: 3504.82 ms [2021-07-18 02:47:00 main:581] : INFO : Epoch 1917 | loss: 0.0311909 | val_loss: 0.0311986 | Time: 3369.72 ms [2021-07-18 02:47:04 main:581] : INFO : Epoch 1918 | loss: 0.031189 | val_loss: 0.0311982 | Time: 3573.44 ms [2021-07-18 02:47:07 main:581] : INFO : Epoch 1919 | loss: 0.0311897 | val_loss: 0.0311995 | Time: 3418.86 ms [2021-07-18 02:47:11 main:581] : INFO : Epoch 1920 | loss: 0.0311897 | val_loss: 0.0311985 | Time: 3476.17 ms [2021-07-18 02:47:14 main:581] : INFO : Epoch 1921 | loss: 0.0311891 | val_loss: 0.0311983 | Time: 3552.13 ms [2021-07-18 02:47:18 main:581] : INFO : Epoch 1922 | loss: 0.0311901 | val_loss: 0.0311987 | Time: 3489.83 ms [2021-07-18 02:47:20 main:581] : INFO : Epoch 1923 | loss: 0.03119 | val_loss: 0.0311987 | Time: 2730.62 ms [2021-07-18 02:47:23 main:581] : INFO : Epoch 1924 | loss: 0.0311883 | val_loss: 0.031203 | Time: 2509.88 ms [2021-07-18 02:47:26 main:581] : INFO : Epoch 1925 | loss: 0.0311914 | val_loss: 0.0312108 | Time: 2934.22 ms [2021-07-18 02:47:29 main:581] : INFO : Epoch 1926 | loss: 0.0311924 | val_loss: 0.0312033 | Time: 3309.29 ms [2021-07-18 02:47:34 main:581] : INFO : Epoch 1927 | loss: 0.0311874 | val_loss: 0.0311981 | Time: 4902.22 ms [2021-07-18 02:47:37 main:581] : INFO : Epoch 1928 | loss: 0.0311872 | val_loss: 0.0312009 | Time: 3073.73 ms [2021-07-18 02:47:41 main:581] : INFO : Epoch 1929 | loss: 0.0311874 | val_loss: 0.0312006 | Time: 3831.52 ms [2021-07-18 02:47:44 main:581] : INFO : Epoch 1930 | loss: 0.031188 | val_loss: 0.0311995 | Time: 3384.52 ms [2021-07-18 02:47:47 main:581] : INFO : Epoch 1931 | loss: 0.0311859 | val_loss: 0.031199 | Time: 3149.36 ms [2021-07-18 02:47:50 main:581] : INFO : Epoch 1932 | loss: 0.0311886 | val_loss: 0.0312001 | Time: 2092.31 ms [2021-07-18 02:47:53 main:581] : INFO : Epoch 1933 | loss: 0.0311886 | val_loss: 0.0312021 | Time: 3066.2 ms [2021-07-18 02:47:56 main:581] : INFO : Epoch 1934 | loss: 0.0311853 | val_loss: 0.0312047 | Time: 3188.24 ms [2021-07-18 02:47:59 main:581] : INFO : Epoch 1935 | loss: 0.0311941 | val_loss: 0.0312027 | Time: 3283.13 ms [2021-07-18 02:48:02 main:581] : INFO : Epoch 1936 | loss: 0.0311955 | val_loss: 0.0312012 | Time: 2673.35 ms [2021-07-18 02:48:05 main:581] : INFO : Epoch 1937 | loss: 0.0311943 | val_loss: 0.0312013 | Time: 3288 ms [2021-07-18 02:48:08 main:581] : INFO : Epoch 1938 | loss: 0.0311923 | val_loss: 0.0312001 | Time: 3297.96 ms [2021-07-18 02:48:11 main:581] : INFO : Epoch 1939 | loss: 0.0311915 | val_loss: 0.0312003 | Time: 2936.31 ms [2021-07-18 02:48:14 main:581] : INFO : Epoch 1940 | loss: 0.0311906 | val_loss: 0.0312069 | Time: 3123.11 ms [2021-07-18 02:48:17 main:581] : INFO : Epoch 1941 | loss: 0.0311923 | val_loss: 0.0312011 | Time: 2242.22 ms [2021-07-18 02:48:19 main:581] : INFO : Epoch 1942 | loss: 0.03119 | val_loss: 0.0312021 | Time: 2029.08 ms [2021-07-18 02:48:22 main:581] : INFO : Epoch 1943 | loss: 0.0311896 | val_loss: 0.0312028 | Time: 3706.87 ms [2021-07-18 02:48:25 main:581] : INFO : Epoch 1944 | loss: 0.0311877 | val_loss: 0.0311978 | Time: 2359.7 ms [2021-07-18 02:48:27 main:581] : INFO : Epoch 1945 | loss: 0.0311876 | val_loss: 0.0311975 | Time: 2387.27 ms [2021-07-18 02:48:31 main:581] : INFO : Epoch 1946 | loss: 0.0311874 | val_loss: 0.0311988 | Time: 3426.19 ms [2021-07-18 02:48:34 main:581] : INFO : Epoch 1947 | loss: 0.031187 | val_loss: 0.0311986 | Time: 3523.52 ms [2021-07-18 02:48:37 main:581] : INFO : Epoch 1948 | loss: 0.0311863 | val_loss: 0.0311997 | Time: 2513.8 ms [2021-07-18 02:48:39 main:581] : INFO : Epoch 1949 | loss: 0.0311876 | val_loss: 0.0311999 | Time: 2846.77 ms [2021-07-18 02:48:42 main:581] : INFO : Epoch 1950 | loss: 0.0311857 | val_loss: 0.0312014 | Time: 3028.7 ms [2021-07-18 02:48:46 main:581] : INFO : Epoch 1951 | loss: 0.0311854 | val_loss: 0.0311976 | Time: 3408.81 ms [2021-07-18 02:48:48 main:581] : INFO : Epoch 1952 | loss: 0.0311858 | val_loss: 0.0311993 | Time: 2585.93 ms [2021-07-18 02:48:51 main:581] : INFO : Epoch 1953 | loss: 0.0311937 | val_loss: 0.0311994 | Time: 2502.23 ms [2021-07-18 02:48:53 main:581] : INFO : Epoch 1954 | loss: 0.0311912 | val_loss: 0.031198 | Time: 2386.19 ms [2021-07-18 02:48:56 main:581] : INFO : Epoch 1955 | loss: 0.031189 | val_loss: 0.0311968 | Time: 2625.85 ms [2021-07-18 02:48:59 main:581] : INFO : Epoch 1956 | loss: 0.0311874 | val_loss: 0.0311965 | Time: 3350.46 ms [2021-07-18 02:49:02 main:581] : INFO : Epoch 1957 | loss: 0.031187 | val_loss: 0.0311977 | Time: 2990.73 ms [2021-07-18 02:49:05 main:581] : INFO : Epoch 1958 | loss: 0.0311873 | val_loss: 0.0311986 | Time: 2348.34 ms [2021-07-18 02:49:07 main:581] : INFO : Epoch 1959 | loss: 0.0311861 | val_loss: 0.0311978 | Time: 2768.76 ms [2021-07-18 02:49:11 main:581] : INFO : Epoch 1960 | loss: 0.0311869 | val_loss: 0.0312012 | Time: 3714.03 ms [2021-07-18 02:49:14 main:581] : INFO : Epoch 1961 | loss: 0.0311852 | val_loss: 0.0311974 | Time: 2350.72 ms [2021-07-18 02:49:16 main:581] : INFO : Epoch 1962 | loss: 0.0311847 | val_loss: 0.0311998 | Time: 1985.91 ms [2021-07-18 02:49:18 main:581] : INFO : Epoch 1963 | loss: 0.0311857 | val_loss: 0.0311977 | Time: 1993.77 ms [2021-07-18 02:49:20 main:581] : INFO : Epoch 1964 | loss: 0.0311841 | val_loss: 0.031201 | Time: 2035.12 ms [2021-07-18 02:49:21 main:581] : INFO : Epoch 1965 | loss: 0.0311864 | val_loss: 0.0311982 | Time: 1874.89 ms [2021-07-18 02:49:24 main:581] : INFO : Epoch 1966 | loss: 0.0311856 | val_loss: 0.0311987 | Time: 2235.57 ms [2021-07-18 02:49:26 main:581] : INFO : Epoch 1967 | loss: 0.0311864 | val_loss: 0.0311982 | Time: 2187.89 ms [2021-07-18 02:49:28 main:581] : INFO : Epoch 1968 | loss: 0.0311849 | val_loss: 0.0311977 | Time: 2224.69 ms [2021-07-18 02:49:30 main:581] : INFO : Epoch 1969 | loss: 0.0311844 | val_loss: 0.0312015 | Time: 1866.47 ms [2021-07-18 02:49:33 main:581] : INFO : Epoch 1970 | loss: 0.0311846 | val_loss: 0.0311973 | Time: 2565.49 ms [2021-07-18 02:49:37 main:581] : INFO : Epoch 1971 | loss: 0.0311829 | val_loss: 0.0311974 | Time: 4020.73 ms [2021-07-18 02:49:41 main:581] : INFO : Epoch 1972 | loss: 0.031182 | val_loss: 0.0311978 | Time: 4256.62 ms [2021-07-18 02:49:45 main:581] : INFO : Epoch 1973 | loss: 0.0311823 | val_loss: 0.0311973 | Time: 3724.43 ms [2021-07-18 02:49:47 main:581] : INFO : Epoch 1974 | loss: 0.0311812 | val_loss: 0.0311999 | Time: 2504.2 ms [2021-07-18 02:49:49 main:581] : INFO : Epoch 1975 | loss: 0.0311815 | val_loss: 0.0311977 | Time: 2055.77 ms [2021-07-18 02:49:52 main:581] : INFO : Epoch 1976 | loss: 0.0311806 | val_loss: 0.0311976 | Time: 2687.48 ms [2021-07-18 02:49:54 main:581] : INFO : Epoch 1977 | loss: 0.0311805 | val_loss: 0.0311982 | Time: 2565.21 ms [2021-07-18 02:49:57 main:581] : INFO : Epoch 1978 | loss: 0.03118 | val_loss: 0.0312036 | Time: 2688.77 ms [2021-07-18 02:50:00 main:581] : INFO : Epoch 1979 | loss: 0.0311844 | val_loss: 0.0312008 | Time: 2882.73 ms [2021-07-18 02:50:04 main:581] : INFO : Epoch 1980 | loss: 0.0311836 | val_loss: 0.0311974 | Time: 3619.37 ms [2021-07-18 02:50:06 main:581] : INFO : Epoch 1981 | loss: 0.0311815 | val_loss: 0.0311967 | Time: 2956.05 ms [2021-07-18 02:50:09 main:581] : INFO : Epoch 1982 | loss: 0.0311823 | val_loss: 0.0311997 | Time: 2386.1 ms [2021-07-18 02:50:11 main:581] : INFO : Epoch 1983 | loss: 0.0311839 | val_loss: 0.0311992 | Time: 2390.28 ms [2021-07-18 02:50:14 main:581] : INFO : Epoch 1984 | loss: 0.031187 | val_loss: 0.0311997 | Time: 2388.42 ms [2021-07-18 02:50:16 main:581] : INFO : Epoch 1985 | loss: 0.0311883 | val_loss: 0.0312052 | Time: 2444.13 ms [2021-07-18 02:50:19 main:581] : INFO : Epoch 1986 | loss: 0.0311875 | val_loss: 0.0311999 | Time: 2443.29 ms [2021-07-18 02:50:21 main:581] : INFO : Epoch 1987 | loss: 0.0311864 | val_loss: 0.0312001 | Time: 2358.76 ms [2021-07-18 02:50:23 main:581] : INFO : Epoch 1988 | loss: 0.0311892 | val_loss: 0.0312007 | Time: 2093.2 ms [2021-07-18 02:50:25 main:581] : INFO : Epoch 1989 | loss: 0.0311849 | val_loss: 0.0312008 | Time: 2298.89 ms [2021-07-18 02:50:28 main:581] : INFO : Epoch 1990 | loss: 0.0311859 | val_loss: 0.0312005 | Time: 2426.21 ms [2021-07-18 02:50:30 main:581] : INFO : Epoch 1991 | loss: 0.0311848 | val_loss: 0.0311998 | Time: 2366.68 ms [2021-07-18 02:50:32 main:581] : INFO : Epoch 1992 | loss: 0.0311837 | val_loss: 0.0311993 | Time: 2366.12 ms [2021-07-18 02:50:35 main:581] : INFO : Epoch 1993 | loss: 0.0311831 | val_loss: 0.0312003 | Time: 2293.15 ms [2021-07-18 02:50:37 main:581] : INFO : Epoch 1994 | loss: 0.0311841 | val_loss: 0.0312001 | Time: 2464.73 ms [2021-07-18 02:50:40 main:581] : INFO : Epoch 1995 | loss: 0.0311841 | val_loss: 0.0311988 | Time: 2442.21 ms [2021-07-18 02:50:42 main:581] : INFO : Epoch 1996 | loss: 0.0311853 | val_loss: 0.0311985 | Time: 2451.1 ms [2021-07-18 02:50:45 main:581] : INFO : Epoch 1997 | loss: 0.0311854 | val_loss: 0.0311981 | Time: 2453.81 ms [2021-07-18 02:50:47 main:581] : INFO : Epoch 1998 | loss: 0.0311839 | val_loss: 0.0311993 | Time: 2249.76 ms [2021-07-18 02:50:49 main:581] : INFO : Epoch 1999 | loss: 0.0311836 | val_loss: 0.0312011 | Time: 2319.82 ms [2021-07-18 02:50:51 main:581] : INFO : Epoch 2000 | loss: 0.0311851 | val_loss: 0.0312009 | Time: 2191.14 ms [2021-07-18 02:50:54 main:581] : INFO : Epoch 2001 | loss: 0.031186 | val_loss: 0.0311998 | Time: 2302.84 ms [2021-07-18 02:50:56 main:581] : INFO : Epoch 2002 | loss: 0.0311855 | val_loss: 0.0311982 | Time: 2629.96 ms [2021-07-18 02:50:59 main:581] : INFO : Epoch 2003 | loss: 0.0311857 | val_loss: 0.0311983 | Time: 2575.09 ms [2021-07-18 02:51:01 main:581] : INFO : Epoch 2004 | loss: 0.0311846 | val_loss: 0.0311993 | Time: 2323.57 ms [2021-07-18 02:51:04 main:581] : INFO : Epoch 2005 | loss: 0.0311833 | val_loss: 0.0311983 | Time: 2960.51 ms [2021-07-18 02:51:08 main:581] : INFO : Epoch 2006 | loss: 0.031184 | val_loss: 0.0311985 | Time: 3956.72 ms [2021-07-18 02:51:11 main:581] : INFO : Epoch 2007 | loss: 0.0311851 | val_loss: 0.0311975 | Time: 2657.85 ms [2021-07-18 02:51:13 main:581] : INFO : Epoch 2008 | loss: 0.0311863 | val_loss: 0.0311978 | Time: 2111.86 ms [2021-07-18 02:51:15 main:581] : INFO : Epoch 2009 | loss: 0.0311867 | val_loss: 0.0311971 | Time: 2231.42 ms [2021-07-18 02:51:17 main:581] : INFO : Epoch 2010 | loss: 0.0311856 | val_loss: 0.0311963 | Time: 2053.83 ms [2021-07-18 02:51:19 main:581] : INFO : Epoch 2011 | loss: 0.0311841 | val_loss: 0.0311997 | Time: 1813.91 ms [2021-07-18 02:51:21 main:581] : INFO : Epoch 2012 | loss: 0.031184 | val_loss: 0.0311969 | Time: 1851.21 ms [2021-07-18 02:51:23 main:581] : INFO : Epoch 2013 | loss: 0.0311818 | val_loss: 0.031196 | Time: 1914.22 ms [2021-07-18 02:51:25 main:581] : INFO : Epoch 2014 | loss: 0.0311832 | val_loss: 0.0311991 | Time: 1793.36 ms [2021-07-18 02:51:26 main:581] : INFO : Epoch 2015 | loss: 0.0311867 | val_loss: 0.0311993 | Time: 1831.26 ms [2021-07-18 02:51:28 main:581] : INFO : Epoch 2016 | loss: 0.0311866 | val_loss: 0.0311997 | Time: 1957.83 ms [2021-07-18 02:51:30 main:581] : INFO : Epoch 2017 | loss: 0.0311859 | val_loss: 0.0311989 | Time: 1971.59 ms [2021-07-18 02:51:32 main:581] : INFO : Epoch 2018 | loss: 0.0311869 | val_loss: 0.0312011 | Time: 1841.3 ms [2021-07-18 02:51:34 main:581] : INFO : Epoch 2019 | loss: 0.0311843 | val_loss: 0.0311982 | Time: 2213.73 ms [2021-07-18 02:51:37 main:581] : INFO : Epoch 2020 | loss: 0.0311834 | val_loss: 0.031198 | Time: 2389.68 ms [2021-07-18 02:51:39 main:581] : INFO : Epoch 2021 | loss: 0.0311851 | val_loss: 0.0311983 | Time: 2237.28 ms [2021-07-18 02:51:41 main:581] : INFO : Epoch 2022 | loss: 0.0311862 | val_loss: 0.0311993 | Time: 2451.2 ms [2021-07-18 02:51:44 main:581] : INFO : Epoch 2023 | loss: 0.0311854 | val_loss: 0.0311982 | Time: 2477.55 ms [2021-07-18 02:51:47 main:581] : INFO : Epoch 2024 | loss: 0.0311839 | val_loss: 0.0311985 | Time: 3190.57 ms [2021-07-18 02:51:50 main:581] : INFO : Epoch 2025 | loss: 0.0311833 | val_loss: 0.0311973 | Time: 3144.55 ms [2021-07-18 02:51:52 main:581] : INFO : Epoch 2026 | loss: 0.0311808 | val_loss: 0.031196 | Time: 2280.23 ms [2021-07-18 02:51:55 main:581] : INFO : Epoch 2027 | loss: 0.0311817 | val_loss: 0.0311988 | Time: 2346.15 ms [2021-07-18 02:51:57 main:581] : INFO : Epoch 2028 | loss: 0.0311809 | val_loss: 0.031198 | Time: 2107.59 ms [2021-07-18 02:51:59 main:581] : INFO : Epoch 2029 | loss: 0.0311799 | val_loss: 0.0311988 | Time: 1718.69 ms [2021-07-18 02:52:01 main:581] : INFO : Epoch 2030 | loss: 0.0311804 | val_loss: 0.031199 | Time: 1860.9 ms [2021-07-18 02:52:02 main:581] : INFO : Epoch 2031 | loss: 0.0311791 | val_loss: 0.0311985 | Time: 1648.35 ms [2021-07-18 02:52:05 main:581] : INFO : Epoch 2032 | loss: 0.0311809 | val_loss: 0.031199 | Time: 3027.11 ms [2021-07-18 02:52:08 main:581] : INFO : Epoch 2033 | loss: 0.0311792 | val_loss: 0.0311984 | Time: 2824.07 ms [2021-07-18 02:52:10 main:581] : INFO : Epoch 2034 | loss: 0.0311783 | val_loss: 0.0311985 | Time: 2140.82 ms [2021-07-18 02:52:12 main:581] : INFO : Epoch 2035 | loss: 0.0311785 | val_loss: 0.0311987 | Time: 2011.75 ms [2021-07-18 02:52:14 main:581] : INFO : Epoch 2036 | loss: 0.0311791 | val_loss: 0.0311979 | Time: 2058.77 ms [2021-07-18 02:52:16 main:581] : INFO : Epoch 2037 | loss: 0.0311795 | val_loss: 0.0311998 | Time: 1842.26 ms [2021-07-18 02:52:19 main:581] : INFO : Epoch 2038 | loss: 0.0311803 | val_loss: 0.0311985 | Time: 2522.91 ms [2021-07-18 02:52:21 main:581] : INFO : Epoch 2039 | loss: 0.0311798 | val_loss: 0.0312047 | Time: 2648.93 ms [2021-07-18 02:52:24 main:581] : INFO : Epoch 2040 | loss: 0.0311785 | val_loss: 0.0311986 | Time: 2913.39 ms [2021-07-18 02:52:27 main:581] : INFO : Epoch 2041 | loss: 0.0311774 | val_loss: 0.0311989 | Time: 2969.25 ms [2021-07-18 02:52:30 main:581] : INFO : Epoch 2042 | loss: 0.0311819 | val_loss: 0.0312015 | Time: 2933.23 ms [2021-07-18 02:52:34 main:581] : INFO : Epoch 2043 | loss: 0.0311829 | val_loss: 0.0312022 | Time: 3459.25 ms [2021-07-18 02:52:38 main:581] : INFO : Epoch 2044 | loss: 0.0311842 | val_loss: 0.0312001 | Time: 4031.55 ms [2021-07-18 02:52:40 main:581] : INFO : Epoch 2045 | loss: 0.0311842 | val_loss: 0.0312038 | Time: 2857.86 ms [2021-07-18 02:52:42 main:581] : INFO : Epoch 2046 | loss: 0.0311815 | val_loss: 0.0312093 | Time: 1979.78 ms [2021-07-18 02:52:44 main:581] : INFO : Epoch 2047 | loss: 0.0311825 | val_loss: 0.0312065 | Time: 1878.03 ms [2021-07-18 02:52:46 main:581] : INFO : Epoch 2048 | loss: 0.0311806 | val_loss: 0.0311999 | Time: 1924.66 ms [2021-07-18 02:52:46 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311999 [2021-07-18 02:52:46 main:610] : INFO : Saving end state to config to file [2021-07-18 02:52:46 main:615] : INFO : Success, exiting.. 02:52:46 (24786): 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)