Task 14594580
| Name | ParityModified-1647046522-4326-3-0_0 |
| Workunit | 11617119 |
| Created | 10 Apr 2022, 0:56:40 UTC |
| Sent | 10 Apr 2022, 17:36:56 UTC |
| Report deadline | 18 Apr 2022, 17:36:56 UTC |
| Received | 12 Apr 2022, 12:08:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 13 min 16 sec |
| CPU time | 1 hours 10 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 1542 | loss: 0.0312274 | val_loss: 0.0312285 | Time: 2102.51 ms [2022-04-12 13:50:15 main:574] : INFO : Epoch 1543 | loss: 0.031226 | val_loss: 0.0312271 | Time: 2081.43 ms [2022-04-12 13:50:17 main:574] : INFO : Epoch 1544 | loss: 0.0312246 | val_loss: 0.0312266 | Time: 2057.72 ms [2022-04-12 13:50:19 main:574] : INFO : Epoch 1545 | loss: 0.0312234 | val_loss: 0.0312246 | Time: 2048.92 ms [2022-04-12 13:50:21 main:574] : INFO : Epoch 1546 | loss: 0.031221 | val_loss: 0.0312208 | Time: 2052.14 ms [2022-04-12 13:50:23 main:574] : INFO : Epoch 1547 | loss: 0.0312182 | val_loss: 0.0312191 | Time: 2064.19 ms [2022-04-12 13:50:25 main:574] : INFO : Epoch 1548 | loss: 0.0312166 | val_loss: 0.031218 | Time: 2064.08 ms [2022-04-12 13:50:28 main:574] : INFO : Epoch 1549 | loss: 0.0312158 | val_loss: 0.031218 | Time: 2049.62 ms [2022-04-12 13:50:30 main:574] : INFO : Epoch 1550 | loss: 0.0312154 | val_loss: 0.0312165 | Time: 2058.6 ms [2022-04-12 13:50:32 main:574] : INFO : Epoch 1551 | loss: 0.0312137 | val_loss: 0.0312158 | Time: 2038.16 ms [2022-04-12 13:50:34 main:574] : INFO : Epoch 1552 | loss: 0.031213 | val_loss: 0.0312163 | Time: 2070.66 ms [2022-04-12 13:50:36 main:574] : INFO : Epoch 1553 | loss: 0.0312131 | val_loss: 0.0312148 | Time: 2036.29 ms [2022-04-12 13:50:38 main:574] : INFO : Epoch 1554 | loss: 0.0312122 | val_loss: 0.0312145 | Time: 2072.46 ms [2022-04-12 13:50:40 main:574] : INFO : Epoch 1555 | loss: 0.0312123 | val_loss: 0.0312148 | Time: 2053.04 ms [2022-04-12 13:50:42 main:574] : INFO : Epoch 1556 | loss: 0.0312118 | val_loss: 0.0312132 | Time: 2064.04 ms [2022-04-12 13:50:45 main:574] : INFO : Epoch 1557 | loss: 0.0312111 | val_loss: 0.0312127 | Time: 2056.58 ms [2022-04-12 13:50:47 main:574] : INFO : Epoch 1558 | loss: 0.0312108 | val_loss: 0.0312123 | Time: 2042.42 ms [2022-04-12 13:50:49 main:574] : INFO : Epoch 1559 | loss: 0.0312101 | val_loss: 0.031212 | Time: 2073.06 ms [2022-04-12 13:50:51 main:574] : INFO : Epoch 1560 | loss: 0.03121 | val_loss: 0.0312115 | Time: 2010.55 ms [2022-04-12 13:50:53 main:574] : INFO : Epoch 1561 | loss: 0.0312099 | val_loss: 0.0312126 | Time: 2080.67 ms [2022-04-12 13:50:55 main:574] : INFO : Epoch 1562 | loss: 0.0312088 | val_loss: 0.0312109 | Time: 2081.62 ms [2022-04-12 13:50:57 main:574] : INFO : Epoch 1563 | loss: 0.0312083 | val_loss: 0.0312106 | Time: 2009.57 ms [2022-04-12 13:50:59 main:574] : INFO : Epoch 1564 | loss: 0.0312079 | val_loss: 0.0312102 | Time: 2013.67 ms [2022-04-12 13:51:02 main:574] : INFO : Epoch 1565 | loss: 0.0312071 | val_loss: 0.0312113 | Time: 2094.88 ms [2022-04-12 13:51:04 main:574] : INFO : Epoch 1566 | loss: 0.0312061 | val_loss: 0.0312096 | Time: 2043.64 ms [2022-04-12 13:51:06 main:574] : INFO : Epoch 1567 | loss: 0.0312058 | val_loss: 0.0312086 | Time: 2021.76 ms [2022-04-12 13:51:08 main:574] : INFO : Epoch 1568 | loss: 0.0312054 | val_loss: 0.0312098 | Time: 2085.22 ms [2022-04-12 13:51:10 main:574] : INFO : Epoch 1569 | loss: 0.0312054 | val_loss: 0.0312081 | Time: 2069.24 ms [2022-04-12 13:51:12 main:574] : INFO : Epoch 1570 | loss: 0.0312045 | val_loss: 0.0312073 | Time: 2037.06 ms [2022-04-12 13:51:14 main:574] : INFO : Epoch 1571 | loss: 0.0312033 | val_loss: 0.0312053 | Time: 2027.88 ms [2022-04-12 13:51:16 main:574] : INFO : Epoch 1572 | loss: 0.031202 | val_loss: 0.0312048 | Time: 2074.4 ms [2022-04-12 13:51:18 main:574] : INFO : Epoch 1573 | loss: 0.0312017 | val_loss: 0.031204 | Time: 2066.1 ms [2022-04-12 13:51:21 main:574] : INFO : Epoch 1574 | loss: 0.0312015 | val_loss: 0.0312061 | Time: 2061.68 ms [2022-04-12 13:51:23 main:574] : INFO : Epoch 1575 | loss: 0.031201 | val_loss: 0.0312033 | Time: 2026.69 ms [2022-04-12 13:51:25 main:574] : INFO : Epoch 1576 | loss: 0.0312 | val_loss: 0.0312023 | Time: 2023.06 ms [2022-04-12 13:51:27 main:574] : INFO : Epoch 1577 | loss: 0.0311984 | val_loss: 0.0312012 | Time: 2079.67 ms [2022-04-12 13:51:29 main:574] : INFO : Epoch 1578 | loss: 0.031198 | val_loss: 0.0312011 | Time: 2057.38 ms [2022-04-12 13:51:31 main:574] : INFO : Epoch 1579 | loss: 0.0311983 | val_loss: 0.0312012 | Time: 2083.43 ms [2022-04-12 13:51:33 main:574] : INFO : Epoch 1580 | loss: 0.0311973 | val_loss: 0.0312008 | Time: 2072.04 ms [2022-04-12 13:51:35 main:574] : INFO : Epoch 1581 | loss: 0.0311987 | val_loss: 0.0312022 | Time: 2046.09 ms [2022-04-12 13:51:37 main:574] : INFO : Epoch 1582 | loss: 0.0311986 | val_loss: 0.0312019 | Time: 2028.93 ms [2022-04-12 13:51:39 main:574] : INFO : Epoch 1583 | loss: 0.0311966 | val_loss: 0.0312006 | Time: 2097.18 ms [2022-04-12 13:51:41 main:574] : INFO : Epoch 1584 | loss: 0.0311964 | val_loss: 0.0312004 | Time: 2058.47 ms [2022-04-12 13:51:44 main:574] : INFO : Epoch 1585 | loss: 0.0311962 | val_loss: 0.0312004 | Time: 2041.37 ms [2022-04-12 13:51:46 main:574] : INFO : Epoch 1586 | loss: 0.0311956 | val_loss: 0.0311994 | Time: 2031.96 ms [2022-04-12 13:51:48 main:574] : INFO : Epoch 1587 | loss: 0.0311948 | val_loss: 0.0311993 | Time: 2046.8 ms [2022-04-12 13:51:50 main:574] : INFO : Epoch 1588 | loss: 0.0311949 | val_loss: 0.0311985 | Time: 2086.32 ms [2022-04-12 13:51:52 main:574] : INFO : Epoch 1589 | loss: 0.0311945 | val_loss: 0.0311988 | Time: 2069.95 ms [2022-04-12 13:51:54 main:574] : INFO : Epoch 1590 | loss: 0.0311943 | val_loss: 0.0311977 | Time: 2073.37 ms [2022-04-12 13:51:56 main:574] : INFO : Epoch 1591 | loss: 0.0311943 | val_loss: 0.0312005 | Time: 2081.73 ms [2022-04-12 13:51:58 main:574] : INFO : Epoch 1592 | loss: 0.0311943 | val_loss: 0.0311985 | Time: 2080.42 ms [2022-04-12 13:52:01 main:574] : INFO : Epoch 1593 | loss: 0.0311947 | val_loss: 0.0311982 | Time: 2037.71 ms [2022-04-12 13:52:03 main:574] : INFO : Epoch 1594 | loss: 0.0311936 | val_loss: 0.031198 | Time: 2040.07 ms [2022-04-12 13:52:05 main:574] : INFO : Epoch 1595 | loss: 0.0311936 | val_loss: 0.0311983 | Time: 2050 ms [2022-04-12 13:52:07 main:574] : INFO : Epoch 1596 | loss: 0.0311936 | val_loss: 0.0311968 | Time: 2046.27 ms [2022-04-12 13:52:09 main:574] : INFO : Epoch 1597 | loss: 0.0311947 | val_loss: 0.0312005 | Time: 1982.37 ms [2022-04-12 13:52:11 main:574] : INFO : Epoch 1598 | loss: 0.0311959 | val_loss: 0.0311966 | Time: 2083.32 ms [2022-04-12 13:52:13 main:574] : INFO : Epoch 1599 | loss: 0.0311947 | val_loss: 0.0311962 | Time: 2078.18 ms [2022-04-12 13:52:15 main:574] : INFO : Epoch 1600 | loss: 0.0311948 | val_loss: 0.0311992 | Time: 2114.63 ms [2022-04-12 13:52:18 main:574] : INFO : Epoch 1601 | loss: 0.0311938 | val_loss: 0.0311958 | Time: 2054.81 ms [2022-04-12 13:52:20 main:574] : INFO : Epoch 1602 | loss: 0.0311935 | val_loss: 0.0311953 | Time: 2055.72 ms [2022-04-12 13:52:22 main:574] : INFO : Epoch 1603 | loss: 0.0311936 | val_loss: 0.0311977 | Time: 2051.2 ms [2022-04-12 13:52:24 main:574] : INFO : Epoch 1604 | loss: 0.031193 | val_loss: 0.0311967 | Time: 2098.11 ms [2022-04-12 13:52:26 main:574] : INFO : Epoch 1605 | loss: 0.0311926 | val_loss: 0.0311973 | Time: 2066.64 ms [2022-04-12 13:52:28 main:574] : INFO : Epoch 1606 | loss: 0.0311926 | val_loss: 0.0311967 | Time: 2070.73 ms [2022-04-12 13:52:30 main:574] : INFO : Epoch 1607 | loss: 0.031192 | val_loss: 0.0311962 | Time: 2018.79 ms [2022-04-12 13:52:33 main:574] : INFO : Epoch 1608 | loss: 0.0311913 | val_loss: 0.0311961 | Time: 2078.06 ms [2022-04-12 13:52:35 main:574] : INFO : Epoch 1609 | loss: 0.0311915 | val_loss: 0.0311989 | Time: 2071.53 ms [2022-04-12 13:52:37 main:574] : INFO : Epoch 1610 | loss: 0.0311946 | val_loss: 0.0311969 | Time: 2090.37 ms [2022-04-12 13:52:39 main:574] : INFO : Epoch 1611 | loss: 0.0311924 | val_loss: 0.031194 | Time: 2064.99 ms [2022-04-12 13:52:41 main:574] : INFO : Epoch 1612 | loss: 0.031192 | val_loss: 0.0311938 | Time: 2068.73 ms [2022-04-12 13:52:43 main:574] : INFO : Epoch 1613 | loss: 0.031193 | val_loss: 0.0311977 | Time: 2056.01 ms [2022-04-12 13:52:45 main:574] : INFO : Epoch 1614 | loss: 0.0311932 | val_loss: 0.0311947 | Time: 2044.59 ms [2022-04-12 13:52:47 main:574] : INFO : Epoch 1615 | loss: 0.0311923 | val_loss: 0.031193 | Time: 2063.26 ms [2022-04-12 13:52:49 main:574] : INFO : Epoch 1616 | loss: 0.031191 | val_loss: 0.0311943 | Time: 2017.92 ms [2022-04-12 13:52:52 main:574] : INFO : Epoch 1617 | loss: 0.03119 | val_loss: 0.0311927 | Time: 2092.61 ms [2022-04-12 13:52:54 main:574] : INFO : Epoch 1618 | loss: 0.0311909 | val_loss: 0.0311928 | Time: 2051.26 ms [2022-04-12 13:52:56 main:574] : INFO : Epoch 1619 | loss: 0.03119 | val_loss: 0.031192 | Time: 2094.32 ms [2022-04-12 13:52:58 main:574] : INFO : Epoch 1620 | loss: 0.0311896 | val_loss: 0.0311951 | Time: 2064.8 ms [2022-04-12 13:53:00 main:574] : INFO : Epoch 1621 | loss: 0.0311889 | val_loss: 0.0311921 | Time: 2032.88 ms [2022-04-12 13:53:02 main:574] : INFO : Epoch 1622 | loss: 0.0311882 | val_loss: 0.0311914 | Time: 2074.06 ms [2022-04-12 13:53:04 main:574] : INFO : Epoch 1623 | loss: 0.0311893 | val_loss: 0.0311983 | Time: 2029.65 ms [2022-04-12 13:53:06 main:574] : INFO : Epoch 1624 | loss: 0.0311906 | val_loss: 0.0311909 | Time: 2081.27 ms [2022-04-12 13:53:09 main:574] : INFO : Epoch 1625 | loss: 0.0311872 | val_loss: 0.0311913 | Time: 2076.83 ms [2022-04-12 13:53:11 main:574] : INFO : Epoch 1626 | loss: 0.0311871 | val_loss: 0.0311916 | Time: 2063.57 ms [2022-04-12 13:53:13 main:574] : INFO : Epoch 1627 | loss: 0.0311878 | val_loss: 0.0311892 | Time: 2059.02 ms [2022-04-12 13:53:15 main:574] : INFO : Epoch 1628 | loss: 0.0311859 | val_loss: 0.0311883 | Time: 2070.29 ms [2022-04-12 13:53:17 main:574] : INFO : Epoch 1629 | loss: 0.031191 | val_loss: 0.0311913 | Time: 2048.7 ms [2022-04-12 13:53:19 main:574] : INFO : Epoch 1630 | loss: 0.0311921 | val_loss: 0.0311866 | Time: 2039.33 ms [2022-04-12 13:53:21 main:574] : INFO : Epoch 1631 | loss: 0.0311874 | val_loss: 0.0311863 | Time: 2091.16 ms [2022-04-12 13:53:24 main:574] : INFO : Epoch 1632 | loss: 0.0311879 | val_loss: 0.0311867 | Time: 2095.04 ms [2022-04-12 13:53:26 main:574] : INFO : Epoch 1633 | loss: 0.0311853 | val_loss: 0.0311884 | Time: 2042.93 ms [2022-04-12 13:53:28 main:574] : INFO : Epoch 1634 | loss: 0.0311854 | val_loss: 0.031196 | Time: 2030.84 ms [2022-04-12 13:53:30 main:574] : INFO : Epoch 1635 | loss: 0.031185 | val_loss: 0.0311887 | Time: 2027.21 ms [2022-04-12 13:53:32 main:574] : INFO : Epoch 1636 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 2022.04 ms [2022-04-12 13:53:34 main:574] : INFO : Epoch 1637 | loss: 0.0311825 | val_loss: 0.0311854 | Time: 2078.36 ms [2022-04-12 13:53:36 main:574] : INFO : Epoch 1638 | loss: 0.0311826 | val_loss: 0.0311855 | Time: 2035.46 ms [2022-04-12 13:53:38 main:574] : INFO : Epoch 1639 | loss: 0.0311823 | val_loss: 0.031184 | Time: 2044.02 ms [2022-04-12 13:53:40 main:574] : INFO : Epoch 1640 | loss: 0.031186 | val_loss: 0.0311846 | Time: 2035.51 ms [2022-04-12 13:53:43 main:574] : INFO : Epoch 1641 | loss: 0.0311824 | val_loss: 0.0311843 | Time: 2080.69 ms [2022-04-12 13:53:45 main:574] : INFO : Epoch 1642 | loss: 0.0311821 | val_loss: 0.0311882 | Time: 2080.08 ms [2022-04-12 13:53:47 main:574] : INFO : Epoch 1643 | loss: 0.0311836 | val_loss: 0.0311921 | Time: 2066.98 ms [2022-04-12 13:53:49 main:574] : INFO : Epoch 1644 | loss: 0.0311846 | val_loss: 0.0311874 | Time: 2037 ms [2022-04-12 13:53:51 main:574] : INFO : Epoch 1645 | loss: 0.031182 | val_loss: 0.0311846 | Time: 2099.17 ms [2022-04-12 13:53:53 main:574] : INFO : Epoch 1646 | loss: 0.0311814 | val_loss: 0.0311836 | Time: 2037.72 ms [2022-04-12 13:53:55 main:574] : INFO : Epoch 1647 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 2037.27 ms [2022-04-12 13:53:57 main:574] : INFO : Epoch 1648 | loss: 0.0311816 | val_loss: 0.0311873 | Time: 2048.95 ms [2022-04-12 13:53:59 main:574] : INFO : Epoch 1649 | loss: 0.0311827 | val_loss: 0.0311871 | Time: 2098.86 ms [2022-04-12 13:54:02 main:574] : INFO : Epoch 1650 | loss: 0.0311813 | val_loss: 0.0311836 | Time: 2092.43 ms [2022-04-12 13:54:04 main:574] : INFO : Epoch 1651 | loss: 0.0311825 | val_loss: 0.0311852 | Time: 2048.43 ms [2022-04-12 13:54:06 main:574] : INFO : Epoch 1652 | loss: 0.0311812 | val_loss: 0.0311833 | Time: 2059.35 ms [2022-04-12 13:54:08 main:574] : INFO : Epoch 1653 | loss: 0.0311805 | val_loss: 0.0311871 | Time: 2049.57 ms [2022-04-12 13:54:10 main:574] : INFO : Epoch 1654 | loss: 0.0311839 | val_loss: 0.0311854 | Time: 2025.76 ms [2022-04-12 13:54:12 main:574] : INFO : Epoch 1655 | loss: 0.0311817 | val_loss: 0.0311858 | Time: 2055.02 ms [2022-04-12 13:54:14 main:574] : INFO : Epoch 1656 | loss: 0.0311808 | val_loss: 0.031183 | Time: 2026.17 ms [2022-04-12 13:54:16 main:574] : INFO : Epoch 1657 | loss: 0.0311809 | val_loss: 0.0311848 | Time: 2068.54 ms [2022-04-12 13:54:18 main:574] : INFO : Epoch 1658 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 2036.03 ms [2022-04-12 13:54:20 main:574] : INFO : Epoch 1659 | loss: 0.03118 | val_loss: 0.0311838 | Time: 2013.71 ms [2022-04-12 13:54:22 main:574] : INFO : Epoch 1660 | loss: 0.0311828 | val_loss: 0.0311896 | Time: 2075.2 ms [2022-04-12 13:54:25 main:574] : INFO : Epoch 1661 | loss: 0.0311806 | val_loss: 0.0311819 | Time: 2018.57 ms [2022-04-12 13:54:27 main:574] : INFO : Epoch 1662 | loss: 0.031179 | val_loss: 0.0311829 | Time: 2057.41 ms [2022-04-12 13:54:29 main:574] : INFO : Epoch 1663 | loss: 0.0311795 | val_loss: 0.031184 | Time: 2049.74 ms [2022-04-12 13:54:31 main:574] : INFO : Epoch 1664 | loss: 0.0311834 | val_loss: 0.0311818 | Time: 1993.31 ms [2022-04-12 13:54:33 main:574] : INFO : Epoch 1665 | loss: 0.0311809 | val_loss: 0.0311838 | Time: 2093.26 ms [2022-04-12 13:54:35 main:574] : INFO : Epoch 1666 | loss: 0.0311798 | val_loss: 0.0311822 | Time: 2090.8 ms [2022-04-12 13:54:37 main:574] : INFO : Epoch 1667 | loss: 0.0311793 | val_loss: 0.031182 | Time: 2067.81 ms [2022-04-12 13:54:39 main:574] : INFO : Epoch 1668 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 2049.84 ms [2022-04-12 13:54:41 main:574] : INFO : Epoch 1669 | loss: 0.0311813 | val_loss: 0.0311813 | Time: 2036.67 ms [2022-04-12 13:54:44 main:574] : INFO : Epoch 1670 | loss: 0.0311792 | val_loss: 0.0311811 | Time: 2037.51 ms [2022-04-12 13:54:46 main:574] : INFO : Epoch 1671 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 2061.99 ms [2022-04-12 13:54:48 main:574] : INFO : Epoch 1672 | loss: 0.0311806 | val_loss: 0.0311823 | Time: 2062.77 ms [2022-04-12 13:54:50 main:574] : INFO : Epoch 1673 | loss: 0.0311807 | val_loss: 0.0311816 | Time: 2039.45 ms [2022-04-12 13:54:52 main:574] : INFO : Epoch 1674 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 2070.89 ms [2022-04-12 13:54:54 main:574] : INFO : Epoch 1675 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 2085.21 ms [2022-04-12 13:54:56 main:574] : INFO : Epoch 1676 | loss: 0.0311804 | val_loss: 0.0311882 | Time: 2057.19 ms [2022-04-12 13:54:58 main:574] : INFO : Epoch 1677 | loss: 0.0311804 | val_loss: 0.0311808 | Time: 2076.91 ms [2022-04-12 13:55:00 main:574] : INFO : Epoch 1678 | loss: 0.0311784 | val_loss: 0.0311813 | Time: 2106.91 ms [2022-04-12 13:55:03 main:574] : INFO : Epoch 1679 | loss: 0.0311779 | val_loss: 0.031182 | Time: 2069.76 ms [2022-04-12 13:55:05 main:574] : INFO : Epoch 1680 | loss: 0.0311781 | val_loss: 0.0311843 | Time: 2098.48 ms [2022-04-12 13:55:07 main:574] : INFO : Epoch 1681 | loss: 0.0311783 | val_loss: 0.0311808 | Time: 2063.69 ms [2022-04-12 13:55:09 main:574] : INFO : Epoch 1682 | loss: 0.0311787 | val_loss: 0.0311813 | Time: 2072.47 ms [2022-04-12 13:55:11 main:574] : INFO : Epoch 1683 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 2041.38 ms [2022-04-12 13:55:13 main:574] : INFO : Epoch 1684 | loss: 0.0311778 | val_loss: 0.0311828 | Time: 2056.69 ms [2022-04-12 13:55:15 main:574] : INFO : Epoch 1685 | loss: 0.0311793 | val_loss: 0.0311816 | Time: 1974.34 ms [2022-04-12 13:55:17 main:574] : INFO : Epoch 1686 | loss: 0.0311802 | val_loss: 0.031182 | Time: 2030.25 ms [2022-04-12 13:55:19 main:574] : INFO : Epoch 1687 | loss: 0.0311804 | val_loss: 0.0311805 | Time: 2121.36 ms [2022-04-12 13:55:22 main:574] : INFO : Epoch 1688 | loss: 0.0311809 | val_loss: 0.031182 | Time: 2108.23 ms [2022-04-12 13:55:24 main:574] : INFO : Epoch 1689 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 2083.9 ms [2022-04-12 13:55:26 main:574] : INFO : Epoch 1690 | loss: 0.0311796 | val_loss: 0.0311832 | Time: 2080.49 ms [2022-04-12 13:55:28 main:574] : INFO : Epoch 1691 | loss: 0.0311809 | val_loss: 0.0311819 | Time: 2086.36 ms [2022-04-12 13:55:30 main:574] : INFO : Epoch 1692 | loss: 0.0311792 | val_loss: 0.0311853 | Time: 2115.58 ms [2022-04-12 13:55:32 main:574] : INFO : Epoch 1693 | loss: 0.0311795 | val_loss: 0.0311847 | Time: 2076.67 ms [2022-04-12 13:55:34 main:574] : INFO : Epoch 1694 | loss: 0.0311806 | val_loss: 0.031185 | Time: 2070.09 ms [2022-04-12 13:55:37 main:574] : INFO : Epoch 1695 | loss: 0.0311846 | val_loss: 0.031188 | Time: 2092.89 ms [2022-04-12 13:55:39 main:574] : INFO : Epoch 1696 | loss: 0.0311819 | val_loss: 0.0311827 | Time: 2108.51 ms [2022-04-12 13:55:41 main:574] : INFO : Epoch 1697 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 2052.68 ms [2022-04-12 13:55:43 main:574] : INFO : Epoch 1698 | loss: 0.0311801 | val_loss: 0.0311793 | Time: 2060.93 ms [2022-04-12 13:55:45 main:574] : INFO : Epoch 1699 | loss: 0.0311793 | val_loss: 0.0311804 | Time: 2041.4 ms [2022-04-12 13:55:47 main:574] : INFO : Epoch 1700 | loss: 0.0311797 | val_loss: 0.0311813 | Time: 2006.85 ms [2022-04-12 13:55:49 main:574] : INFO : Epoch 1701 | loss: 0.03118 | val_loss: 0.0311808 | Time: 2032.22 ms [2022-04-12 13:55:51 main:574] : INFO : Epoch 1702 | loss: 0.0311803 | val_loss: 0.0311807 | Time: 2089.23 ms [2022-04-12 13:55:54 main:574] : INFO : Epoch 1703 | loss: 0.0311792 | val_loss: 0.0311803 | Time: 2065.31 ms [2022-04-12 13:55:56 main:574] : INFO : Epoch 1704 | loss: 0.031179 | val_loss: 0.0311824 | Time: 2084.13 ms [2022-04-12 13:55:58 main:574] : INFO : Epoch 1705 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 2090.77 ms [2022-04-12 13:56:00 main:574] : INFO : Epoch 1706 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 2100.78 ms [2022-04-12 13:56:02 main:574] : INFO : Epoch 1707 | loss: 0.0311801 | val_loss: 0.0311828 | Time: 2070.67 ms [2022-04-12 13:56:04 main:574] : INFO : Epoch 1708 | loss: 0.0311778 | val_loss: 0.0311797 | Time: 2049 ms [2022-04-12 13:56:06 main:574] : INFO : Epoch 1709 | loss: 0.0311777 | val_loss: 0.03118 | Time: 2094.28 ms [2022-04-12 13:56:08 main:574] : INFO : Epoch 1710 | loss: 0.0311777 | val_loss: 0.0311822 | Time: 2048.88 ms [2022-04-12 13:56:11 main:574] : INFO : Epoch 1711 | loss: 0.0311799 | val_loss: 0.0311806 | Time: 2098.66 ms [2022-04-12 13:56:13 main:574] : INFO : Epoch 1712 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 2058.02 ms [2022-04-12 13:56:15 main:574] : INFO : Epoch 1713 | loss: 0.0311794 | val_loss: 0.0311887 | Time: 2057.51 ms [2022-04-12 13:56:17 main:574] : INFO : Epoch 1714 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 2093.4 ms [2022-04-12 13:56:19 main:574] : INFO : Epoch 1715 | loss: 0.0311845 | val_loss: 0.0311827 | Time: 2056.87 ms [2022-04-12 13:56:21 main:574] : INFO : Epoch 1716 | loss: 0.0311813 | val_loss: 0.0311813 | Time: 2048.17 ms [2022-04-12 13:56:23 main:574] : INFO : Epoch 1717 | loss: 0.0311807 | val_loss: 0.0311861 | Time: 2050.45 ms [2022-04-12 13:56:25 main:574] : INFO : Epoch 1718 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 2068.18 ms [2022-04-12 13:56:27 main:574] : INFO : Epoch 1719 | loss: 0.0311824 | val_loss: 0.0311809 | Time: 2060.64 ms [2022-04-12 13:56:30 main:574] : INFO : Epoch 1720 | loss: 0.0311843 | val_loss: 0.0311913 | Time: 2072.65 ms [2022-04-12 13:56:32 main:574] : INFO : Epoch 1721 | loss: 0.0311827 | val_loss: 0.0311813 | Time: 2090.37 ms [2022-04-12 13:56:34 main:574] : INFO : Epoch 1722 | loss: 0.031179 | val_loss: 0.0311823 | Time: 2053.82 ms [2022-04-12 13:56:36 main:574] : INFO : Epoch 1723 | loss: 0.0311801 | val_loss: 0.031182 | Time: 2051.99 ms [2022-04-12 13:56:38 main:574] : INFO : Epoch 1724 | loss: 0.0311801 | val_loss: 0.0311822 | Time: 2070.81 ms [2022-04-12 13:56:40 main:574] : INFO : Epoch 1725 | loss: 0.0311788 | val_loss: 0.0311814 | Time: 2044.04 ms [2022-04-12 13:56:42 main:574] : INFO : Epoch 1726 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 2082.52 ms [2022-04-12 13:56:44 main:574] : INFO : Epoch 1727 | loss: 0.0311799 | val_loss: 0.0311829 | Time: 2042.99 ms [2022-04-12 13:56:46 main:574] : INFO : Epoch 1728 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 2045.94 ms [2022-04-12 13:56:49 main:574] : INFO : Epoch 1729 | loss: 0.031179 | val_loss: 0.0311824 | Time: 2082.56 ms [2022-04-12 13:56:51 main:574] : INFO : Epoch 1730 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 2082.92 ms [2022-04-12 13:56:53 main:574] : INFO : Epoch 1731 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 2051.16 ms [2022-04-12 13:56:55 main:574] : INFO : Epoch 1732 | loss: 0.0311782 | val_loss: 0.0311822 | Time: 2016.27 ms [2022-04-12 13:56:57 main:574] : INFO : Epoch 1733 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 2052.86 ms [2022-04-12 13:56:59 main:574] : INFO : Epoch 1734 | loss: 0.0311789 | val_loss: 0.0311812 | Time: 2005.15 ms [2022-04-12 13:57:01 main:574] : INFO : Epoch 1735 | loss: 0.0311787 | val_loss: 0.0311816 | Time: 2042.07 ms [2022-04-12 13:57:03 main:574] : INFO : Epoch 1736 | loss: 0.0311785 | val_loss: 0.0311842 | Time: 2022.9 ms [2022-04-12 13:57:05 main:574] : INFO : Epoch 1737 | loss: 0.0311788 | val_loss: 0.0311819 | Time: 2088.37 ms [2022-04-12 13:57:07 main:574] : INFO : Epoch 1738 | loss: 0.0311779 | val_loss: 0.0311814 | Time: 2030.78 ms [2022-04-12 13:57:10 main:574] : INFO : Epoch 1739 | loss: 0.0311774 | val_loss: 0.0311819 | Time: 2048.27 ms [2022-04-12 13:57:12 main:574] : INFO : Epoch 1740 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 2050.5 ms [2022-04-12 13:57:14 main:574] : INFO : Epoch 1741 | loss: 0.0311765 | val_loss: 0.0311824 | Time: 2072.76 ms [2022-04-12 13:57:16 main:574] : INFO : Epoch 1742 | loss: 0.0311764 | val_loss: 0.0311837 | Time: 2056.81 ms [2022-04-12 13:57:18 main:574] : INFO : Epoch 1743 | loss: 0.0311778 | val_loss: 0.031182 | Time: 2058.78 ms [2022-04-12 13:57:20 main:574] : INFO : Epoch 1744 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 2030.82 ms [2022-04-12 13:57:22 main:574] : INFO : Epoch 1745 | loss: 0.0311785 | val_loss: 0.0311828 | Time: 2015.17 ms [2022-04-12 13:57:24 main:574] : INFO : Epoch 1746 | loss: 0.0311793 | val_loss: 0.0311854 | Time: 2007.11 ms [2022-04-12 13:57:26 main:574] : INFO : Epoch 1747 | loss: 0.031178 | val_loss: 0.0311802 | Time: 2067.1 ms [2022-04-12 13:57:28 main:574] : INFO : Epoch 1748 | loss: 0.0311765 | val_loss: 0.0311844 | Time: 2080.35 ms [2022-04-12 13:57:31 main:574] : INFO : Epoch 1749 | loss: 0.0311783 | val_loss: 0.0311814 | Time: 2057.27 ms [2022-04-12 13:57:33 main:574] : INFO : Epoch 1750 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 2060.58 ms [2022-04-12 13:57:35 main:574] : INFO : Epoch 1751 | loss: 0.0311765 | val_loss: 0.0311847 | Time: 2082.9 ms [2022-04-12 13:57:37 main:574] : INFO : Epoch 1752 | loss: 0.0311856 | val_loss: 0.0311867 | Time: 2077.49 ms [2022-04-12 13:57:39 main:574] : INFO : Epoch 1753 | loss: 0.0311824 | val_loss: 0.0311826 | Time: 2080.93 ms [2022-04-12 13:57:41 main:574] : INFO : Epoch 1754 | loss: 0.0311805 | val_loss: 0.0311813 | Time: 2029.72 ms [2022-04-12 13:57:43 main:574] : INFO : Epoch 1755 | loss: 0.0311794 | val_loss: 0.031183 | Time: 2043.53 ms [2022-04-12 13:57:45 main:574] : INFO : Epoch 1756 | loss: 0.0311819 | val_loss: 0.0311869 | Time: 2050.42 ms [2022-04-12 13:57:47 main:574] : INFO : Epoch 1757 | loss: 0.0311802 | val_loss: 0.0311813 | Time: 2103.72 ms [2022-04-12 13:57:49 main:574] : INFO : Epoch 1758 | loss: 0.0311801 | val_loss: 0.031188 | Time: 2016.45 ms [2022-04-12 13:57:52 main:574] : INFO : Epoch 1759 | loss: 0.0311803 | val_loss: 0.0311879 | Time: 2079.17 ms [2022-04-12 13:57:54 main:574] : INFO : Epoch 1760 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 2066.92 ms [2022-04-12 13:57:56 main:574] : INFO : Epoch 1761 | loss: 0.0311792 | val_loss: 0.0311806 | Time: 2042.78 ms [2022-04-12 13:57:58 main:574] : INFO : Epoch 1762 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 2052.72 ms [2022-04-12 13:58:00 main:574] : INFO : Epoch 1763 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 2072.19 ms [2022-04-12 13:58:02 main:574] : INFO : Epoch 1764 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 2073.27 ms [2022-04-12 13:58:04 main:574] : INFO : Epoch 1765 | loss: 0.0311777 | val_loss: 0.031184 | Time: 2037.37 ms [2022-04-12 13:58:06 main:574] : INFO : Epoch 1766 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 2027.01 ms [2022-04-12 13:58:08 main:574] : INFO : Epoch 1767 | loss: 0.0311786 | val_loss: 0.0311848 | Time: 2054.09 ms [2022-04-12 13:58:11 main:574] : INFO : Epoch 1768 | loss: 0.0311781 | val_loss: 0.0311828 | Time: 2095.8 ms [2022-04-12 13:58:13 main:574] : INFO : Epoch 1769 | loss: 0.0311772 | val_loss: 0.0311866 | Time: 2086.44 ms [2022-04-12 13:58:15 main:574] : INFO : Epoch 1770 | loss: 0.0311792 | val_loss: 0.0311845 | Time: 2036.49 ms [2022-04-12 13:58:17 main:574] : INFO : Epoch 1771 | loss: 0.03118 | val_loss: 0.0311823 | Time: 2061.74 ms [2022-04-12 13:58:19 main:574] : INFO : Epoch 1772 | loss: 0.0311774 | val_loss: 0.0311822 | Time: 2056.54 ms [2022-04-12 13:58:21 main:574] : INFO : Epoch 1773 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 2065.99 ms [2022-04-12 13:58:23 main:574] : INFO : Epoch 1774 | loss: 0.0311774 | val_loss: 0.0311857 | Time: 1932.09 ms [2022-04-12 13:58:25 main:574] : INFO : Epoch 1775 | loss: 0.0311782 | val_loss: 0.0311809 | Time: 2104.26 ms [2022-04-12 13:58:27 main:574] : INFO : Epoch 1776 | loss: 0.0311779 | val_loss: 0.031184 | Time: 2078.81 ms [2022-04-12 13:58:30 main:574] : INFO : Epoch 1777 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 2098.81 ms [2022-04-12 13:58:32 main:574] : INFO : Epoch 1778 | loss: 0.0311794 | val_loss: 0.0311841 | Time: 2097.02 ms [2022-04-12 13:58:34 main:574] : INFO : Epoch 1779 | loss: 0.0311783 | val_loss: 0.0311838 | Time: 2083.12 ms [2022-04-12 13:58:36 main:574] : INFO : Epoch 1780 | loss: 0.0311792 | val_loss: 0.0311846 | Time: 2010.03 ms [2022-04-12 13:58:38 main:574] : INFO : Epoch 1781 | loss: 0.0311783 | val_loss: 0.0311886 | Time: 2089.01 ms [2022-04-12 13:58:40 main:574] : INFO : Epoch 1782 | loss: 0.0311773 | val_loss: 0.0311915 | Time: 2085.86 ms [2022-04-12 13:58:42 main:574] : INFO : Epoch 1783 | loss: 0.0311777 | val_loss: 0.0311819 | Time: 2059.51 ms [2022-04-12 13:58:44 main:574] : INFO : Epoch 1784 | loss: 0.0311766 | val_loss: 0.0311878 | Time: 2076.27 ms [2022-04-12 13:58:47 main:574] : INFO : Epoch 1785 | loss: 0.0311766 | val_loss: 0.0311859 | Time: 2094.64 ms [2022-04-12 13:58:49 main:574] : INFO : Epoch 1786 | loss: 0.0311772 | val_loss: 0.0311844 | Time: 2075.84 ms [2022-04-12 13:58:51 main:574] : INFO : Epoch 1787 | loss: 0.0311785 | val_loss: 0.0311874 | Time: 2102.89 ms [2022-04-12 13:58:53 main:574] : INFO : Epoch 1788 | loss: 0.0311768 | val_loss: 0.0311828 | Time: 2092.4 ms [2022-04-12 13:58:55 main:574] : INFO : Epoch 1789 | loss: 0.0311761 | val_loss: 0.0311848 | Time: 2095.24 ms [2022-04-12 13:58:57 main:574] : INFO : Epoch 1790 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 2035.47 ms [2022-04-12 13:58:59 main:574] : INFO : Epoch 1791 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 2068.42 ms [2022-04-12 13:59:01 main:574] : INFO : Epoch 1792 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 2043.23 ms [2022-04-12 13:59:04 main:574] : INFO : Epoch 1793 | loss: 0.0311764 | val_loss: 0.0311839 | Time: 2061.13 ms [2022-04-12 13:59:06 main:574] : INFO : Epoch 1794 | loss: 0.0311783 | val_loss: 0.0311876 | Time: 2076.18 ms [2022-04-12 13:59:08 main:574] : INFO : Epoch 1795 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 2056.94 ms [2022-04-12 13:59:10 main:574] : INFO : Epoch 1796 | loss: 0.0311768 | val_loss: 0.0311841 | Time: 2065.23 ms [2022-04-12 13:59:12 main:574] : INFO : Epoch 1797 | loss: 0.0311764 | val_loss: 0.0311815 | Time: 2064.54 ms [2022-04-12 13:59:14 main:574] : INFO : Epoch 1798 | loss: 0.0311769 | val_loss: 0.0311869 | Time: 2081.83 ms [2022-04-12 13:59:16 main:574] : INFO : Epoch 1799 | loss: 0.0311768 | val_loss: 0.0311818 | Time: 2116.16 ms [2022-04-12 13:59:19 main:574] : INFO : Epoch 1800 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 2101.05 ms [2022-04-12 13:59:21 main:574] : INFO : Epoch 1801 | loss: 0.031176 | val_loss: 0.031183 | Time: 2043.82 ms [2022-04-12 13:59:23 main:574] : INFO : Epoch 1802 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 2097.05 ms [2022-04-12 13:59:25 main:574] : INFO : Epoch 1803 | loss: 0.0311751 | val_loss: 0.0311819 | Time: 2070.44 ms [2022-04-12 13:59:27 main:574] : INFO : Epoch 1804 | loss: 0.0311759 | val_loss: 0.0311838 | Time: 2054.53 ms [2022-04-12 13:59:29 main:574] : INFO : Epoch 1805 | loss: 0.0311768 | val_loss: 0.0311811 | Time: 2082.39 ms [2022-04-12 13:59:31 main:574] : INFO : Epoch 1806 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 2091.46 ms [2022-04-12 13:59:33 main:574] : INFO : Epoch 1807 | loss: 0.0311747 | val_loss: 0.0311825 | Time: 2094.54 ms [2022-04-12 13:59:36 main:574] : INFO : Epoch 1808 | loss: 0.0311747 | val_loss: 0.0311839 | Time: 2096.98 ms [2022-04-12 13:59:38 main:574] : INFO : Epoch 1809 | loss: 0.0311794 | val_loss: 0.0311817 | Time: 2101.37 ms [2022-04-12 13:59:40 main:574] : INFO : Epoch 1810 | loss: 0.0311766 | val_loss: 0.0311826 | Time: 2042.13 ms [2022-04-12 13:59:42 main:574] : INFO : Epoch 1811 | loss: 0.0311752 | val_loss: 0.031183 | Time: 2081.83 ms [2022-04-12 13:59:44 main:574] : INFO : Epoch 1812 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 2118.45 ms [2022-04-12 13:59:46 main:574] : INFO : Epoch 1813 | loss: 0.0311745 | val_loss: 0.0311816 | Time: 2069.22 ms [2022-04-12 13:59:48 main:574] : INFO : Epoch 1814 | loss: 0.0311757 | val_loss: 0.0311836 | Time: 2076.18 ms [2022-04-12 13:59:50 main:574] : INFO : Epoch 1815 | loss: 0.0311777 | val_loss: 0.0311853 | Time: 2074.09 ms [2022-04-12 13:59:53 main:574] : INFO : Epoch 1816 | loss: 0.0311749 | val_loss: 0.0311882 | Time: 2076.07 ms [2022-04-12 13:59:55 main:574] : INFO : Epoch 1817 | loss: 0.0311755 | val_loss: 0.0311863 | Time: 2077.33 ms [2022-04-12 13:59:57 main:574] : INFO : Epoch 1818 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 2076.91 ms [2022-04-12 13:59:59 main:574] : INFO : Epoch 1819 | loss: 0.0311734 | val_loss: 0.0311849 | Time: 2101.28 ms [2022-04-12 14:00:01 main:574] : INFO : Epoch 1820 | loss: 0.0311744 | val_loss: 0.0311826 | Time: 2047.45 ms [2022-04-12 14:00:03 main:574] : INFO : Epoch 1821 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 2098.43 ms [2022-04-12 14:00:05 main:574] : INFO : Epoch 1822 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 2068.21 ms [2022-04-12 14:00:07 main:574] : INFO : Epoch 1823 | loss: 0.0311758 | val_loss: 0.0311921 | Time: 2099.5 ms [2022-04-12 14:00:10 main:574] : INFO : Epoch 1824 | loss: 0.0311766 | val_loss: 0.0311837 | Time: 2067.17 ms [2022-04-12 14:00:12 main:574] : INFO : Epoch 1825 | loss: 0.0311739 | val_loss: 0.0311819 | Time: 2058.66 ms [2022-04-12 14:00:14 main:574] : INFO : Epoch 1826 | loss: 0.0311737 | val_loss: 0.0311832 | Time: 2003.84 ms [2022-04-12 14:00:16 main:574] : INFO : Epoch 1827 | loss: 0.0311767 | val_loss: 0.0311984 | Time: 2034.27 ms [2022-04-12 14:00:18 main:574] : INFO : Epoch 1828 | loss: 0.031178 | val_loss: 0.0311889 | Time: 2040.73 ms [2022-04-12 14:00:20 main:574] : INFO : Epoch 1829 | loss: 0.0311778 | val_loss: 0.0311843 | Time: 2062.49 ms [2022-04-12 14:00:22 main:574] : INFO : Epoch 1830 | loss: 0.0311726 | val_loss: 0.0311823 | Time: 2039.69 ms [2022-04-12 14:00:24 main:574] : INFO : Epoch 1831 | loss: 0.0311728 | val_loss: 0.0311843 | Time: 2075.8 ms [2022-04-12 14:00:26 main:574] : INFO : Epoch 1832 | loss: 0.0311733 | val_loss: 0.0311859 | Time: 2067.03 ms [2022-04-12 14:00:28 main:574] : INFO : Epoch 1833 | loss: 0.031173 | val_loss: 0.0311835 | Time: 2075.94 ms [2022-04-12 14:00:31 main:574] : INFO : Epoch 1834 | loss: 0.0311733 | val_loss: 0.0311825 | Time: 2121.28 ms [2022-04-12 14:00:33 main:574] : INFO : Epoch 1835 | loss: 0.0311747 | val_loss: 0.0311895 | Time: 2043.68 ms [2022-04-12 14:00:35 main:574] : INFO : Epoch 1836 | loss: 0.0311755 | val_loss: 0.0311832 | Time: 2064.87 ms [2022-04-12 14:00:37 main:574] : INFO : Epoch 1837 | loss: 0.0311745 | val_loss: 0.0311833 | Time: 2096.45 ms [2022-04-12 14:00:39 main:574] : INFO : Epoch 1838 | loss: 0.0311749 | val_loss: 0.0311836 | Time: 2102.46 ms [2022-04-12 14:00:42 main:574] : INFO : Epoch 1839 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 2076.39 ms [2022-04-12 14:00:44 main:574] : INFO : Epoch 1840 | loss: 0.0311739 | val_loss: 0.0311854 | Time: 2050.34 ms [2022-04-12 14:00:46 main:574] : INFO : Epoch 1841 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 2106.09 ms [2022-04-12 14:00:48 main:574] : INFO : Epoch 1842 | loss: 0.0311753 | val_loss: 0.031184 | Time: 2077.5 ms [2022-04-12 14:00:50 main:574] : INFO : Epoch 1843 | loss: 0.031175 | val_loss: 0.0311912 | Time: 2082.74 ms [2022-04-12 14:00:52 main:574] : INFO : Epoch 1844 | loss: 0.0311773 | val_loss: 0.031182 | Time: 2054.87 ms [2022-04-12 14:00:54 main:574] : INFO : Epoch 1845 | loss: 0.0311765 | val_loss: 0.0311863 | Time: 2119.5 ms [2022-04-12 14:00:56 main:574] : INFO : Epoch 1846 | loss: 0.0311747 | val_loss: 0.0311869 | Time: 2067.14 ms [2022-04-12 14:00:59 main:574] : INFO : Epoch 1847 | loss: 0.0311764 | val_loss: 0.0311841 | Time: 2075.29 ms [2022-04-12 14:01:01 main:574] : INFO : Epoch 1848 | loss: 0.0311738 | val_loss: 0.0311838 | Time: 2107.84 ms [2022-04-12 14:01:03 main:574] : INFO : Epoch 1849 | loss: 0.0311736 | val_loss: 0.0311847 | Time: 2091.65 ms [2022-04-12 14:01:05 main:574] : INFO : Epoch 1850 | loss: 0.0311734 | val_loss: 0.0311845 | Time: 2018.74 ms [2022-04-12 14:01:07 main:574] : INFO : Epoch 1851 | loss: 0.0311728 | val_loss: 0.0311821 | Time: 2064.48 ms [2022-04-12 14:01:10 main:574] : INFO : Epoch 1852 | loss: 0.0311746 | val_loss: 0.0311877 | Time: 2076.94 ms [2022-04-12 14:01:12 main:574] : INFO : Epoch 1853 | loss: 0.0311785 | val_loss: 0.0311909 | Time: 2093.99 ms [2022-04-12 14:01:14 main:574] : INFO : Epoch 1854 | loss: 0.0311754 | val_loss: 0.0311866 | Time: 2090.96 ms [2022-04-12 14:01:16 main:574] : INFO : Epoch 1855 | loss: 0.0311756 | val_loss: 0.0311835 | Time: 2110.01 ms [2022-04-12 14:01:18 main:574] : INFO : Epoch 1856 | loss: 0.0311756 | val_loss: 0.0311927 | Time: 2084.01 ms [2022-04-12 14:01:20 main:574] : INFO : Epoch 1857 | loss: 0.0311782 | val_loss: 0.0311848 | Time: 2103.17 ms [2022-04-12 14:01:22 main:574] : INFO : Epoch 1858 | loss: 0.0311746 | val_loss: 0.0311836 | Time: 2115.26 ms [2022-04-12 14:01:25 main:574] : INFO : Epoch 1859 | loss: 0.0311728 | val_loss: 0.0311832 | Time: 2120.38 ms [2022-04-12 14:01:27 main:574] : INFO : Epoch 1860 | loss: 0.0311754 | val_loss: 0.0311827 | Time: 2104.79 ms [2022-04-12 14:01:29 main:574] : INFO : Epoch 1861 | loss: 0.031173 | val_loss: 0.0311913 | Time: 2106.02 ms [2022-04-12 14:01:31 main:574] : INFO : Epoch 1862 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 2069.04 ms [2022-04-12 14:01:33 main:574] : INFO : Epoch 1863 | loss: 0.0311752 | val_loss: 0.031184 | Time: 2088.71 ms [2022-04-12 14:01:35 main:574] : INFO : Epoch 1864 | loss: 0.0311744 | val_loss: 0.0311859 | Time: 2097.96 ms [2022-04-12 14:01:37 main:574] : INFO : Epoch 1865 | loss: 0.0311746 | val_loss: 0.0311832 | Time: 2078.12 ms [2022-04-12 14:01:40 main:574] : INFO : Epoch 1866 | loss: 0.0311733 | val_loss: 0.0311824 | Time: 2089.89 ms [2022-04-12 14:01:42 main:574] : INFO : Epoch 1867 | loss: 0.0311734 | val_loss: 0.0311837 | Time: 2099.67 ms [2022-04-12 14:01:44 main:574] : INFO : Epoch 1868 | loss: 0.0311769 | val_loss: 0.031183 | Time: 2120.08 ms [2022-04-12 14:01:46 main:574] : INFO : Epoch 1869 | loss: 0.0311738 | val_loss: 0.0311832 | Time: 2066.52 ms [2022-04-12 14:01:48 main:574] : INFO : Epoch 1870 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 2089.97 ms [2022-04-12 14:01:50 main:574] : INFO : Epoch 1871 | loss: 0.0311741 | val_loss: 0.0311821 | Time: 2090.84 ms [2022-04-12 14:01:52 main:574] : INFO : Epoch 1872 | loss: 0.0311741 | val_loss: 0.0311844 | Time: 2122.27 ms [2022-04-12 14:01:55 main:574] : INFO : Epoch 1873 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 2132.96 ms [2022-04-12 14:01:57 main:574] : INFO : Epoch 1874 | loss: 0.0311751 | val_loss: 0.0311854 | Time: 2084.47 ms [2022-04-12 14:01:59 main:574] : INFO : Epoch 1875 | loss: 0.0311766 | val_loss: 0.0311857 | Time: 2129.18 ms [2022-04-12 14:02:01 main:574] : INFO : Epoch 1876 | loss: 0.0311751 | val_loss: 0.0311929 | Time: 2128.73 ms [2022-04-12 14:02:04 main:574] : INFO : Epoch 1877 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 2119.08 ms [2022-04-12 14:02:06 main:574] : INFO : Epoch 1878 | loss: 0.0311734 | val_loss: 0.0311837 | Time: 2150.48 ms [2022-04-12 14:02:08 main:574] : INFO : Epoch 1879 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 2135.16 ms [2022-04-12 14:02:10 main:574] : INFO : Epoch 1880 | loss: 0.0311742 | val_loss: 0.0311826 | Time: 2116.61 ms [2022-04-12 14:02:12 main:574] : INFO : Epoch 1881 | loss: 0.0311752 | val_loss: 0.0311851 | Time: 2134.9 ms [2022-04-12 14:02:15 main:574] : INFO : Epoch 1882 | loss: 0.0311762 | val_loss: 0.0311825 | Time: 2128.02 ms [2022-04-12 14:02:17 main:574] : INFO : Epoch 1883 | loss: 0.0311768 | val_loss: 0.0311838 | Time: 2124.49 ms [2022-04-12 14:02:19 main:574] : INFO : Epoch 1884 | loss: 0.0311751 | val_loss: 0.0311827 | Time: 2072.68 ms [2022-04-12 14:02:21 main:574] : INFO : Epoch 1885 | loss: 0.031176 | val_loss: 0.0311871 | Time: 2101.47 ms [2022-04-12 14:02:23 main:574] : INFO : Epoch 1886 | loss: 0.0311756 | val_loss: 0.0311847 | Time: 2059.76 ms [2022-04-12 14:02:25 main:574] : INFO : Epoch 1887 | loss: 0.0311762 | val_loss: 0.0311853 | Time: 2127.72 ms [2022-04-12 14:02:27 main:574] : INFO : Epoch 1888 | loss: 0.0311764 | val_loss: 0.0311879 | Time: 2094.63 ms [2022-04-12 14:02:30 main:574] : INFO : Epoch 1889 | loss: 0.0311765 | val_loss: 0.031186 | Time: 2088.16 ms [2022-04-12 14:02:32 main:574] : INFO : Epoch 1890 | loss: 0.0311747 | val_loss: 0.0311837 | Time: 2078.02 ms [2022-04-12 14:02:34 main:574] : INFO : Epoch 1891 | loss: 0.0311737 | val_loss: 0.0311829 | Time: 2109.49 ms [2022-04-12 14:02:36 main:574] : INFO : Epoch 1892 | loss: 0.0311769 | val_loss: 0.0311844 | Time: 2130.58 ms [2022-04-12 14:02:38 main:574] : INFO : Epoch 1893 | loss: 0.0311743 | val_loss: 0.0311872 | Time: 2117.67 ms [2022-04-12 14:02:40 main:574] : INFO : Epoch 1894 | loss: 0.0311741 | val_loss: 0.0311834 | Time: 2144.15 ms [2022-04-12 14:02:43 main:574] : INFO : Epoch 1895 | loss: 0.0311739 | val_loss: 0.0311853 | Time: 2077.78 ms [2022-04-12 14:02:45 main:574] : INFO : Epoch 1896 | loss: 0.0311745 | val_loss: 0.0311848 | Time: 2105.91 ms [2022-04-12 14:02:47 main:574] : INFO : Epoch 1897 | loss: 0.0311755 | val_loss: 0.0311859 | Time: 2092.55 ms [2022-04-12 14:02:49 main:574] : INFO : Epoch 1898 | loss: 0.0311748 | val_loss: 0.0311865 | Time: 2066.31 ms [2022-04-12 14:02:51 main:574] : INFO : Epoch 1899 | loss: 0.031175 | val_loss: 0.0311871 | Time: 2069.54 ms [2022-04-12 14:02:53 main:574] : INFO : Epoch 1900 | loss: 0.0311736 | val_loss: 0.0311849 | Time: 2066.83 ms [2022-04-12 14:02:55 main:574] : INFO : Epoch 1901 | loss: 0.0311773 | val_loss: 0.0311864 | Time: 2125.77 ms [2022-04-12 14:02:58 main:574] : INFO : Epoch 1902 | loss: 0.0311772 | val_loss: 0.0311883 | Time: 2075.78 ms [2022-04-12 14:03:00 main:574] : INFO : Epoch 1903 | loss: 0.0311745 | val_loss: 0.0311891 | Time: 2114.35 ms [2022-04-12 14:03:02 main:574] : INFO : Epoch 1904 | loss: 0.0311756 | val_loss: 0.0311843 | Time: 2092.89 ms [2022-04-12 14:03:04 main:574] : INFO : Epoch 1905 | loss: 0.0311729 | val_loss: 0.0311851 | Time: 2109.8 ms [2022-04-12 14:03:06 main:574] : INFO : Epoch 1906 | loss: 0.0311775 | val_loss: 0.0311882 | Time: 2084.48 ms [2022-04-12 14:03:08 main:574] : INFO : Epoch 1907 | loss: 0.0311762 | val_loss: 0.031183 | Time: 2123.1 ms [2022-04-12 14:03:11 main:574] : INFO : Epoch 1908 | loss: 0.0311774 | val_loss: 0.031182 | Time: 2118.76 ms [2022-04-12 14:03:13 main:574] : INFO : Epoch 1909 | loss: 0.0311746 | val_loss: 0.0311826 | Time: 2063.23 ms [2022-04-12 14:03:15 main:574] : INFO : Epoch 1910 | loss: 0.0311741 | val_loss: 0.0311849 | Time: 2092.16 ms [2022-04-12 14:03:17 main:574] : INFO : Epoch 1911 | loss: 0.0311758 | val_loss: 0.0311854 | Time: 2136.19 ms [2022-04-12 14:03:19 main:574] : INFO : Epoch 1912 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 2113.91 ms [2022-04-12 14:03:21 main:574] : INFO : Epoch 1913 | loss: 0.0311716 | val_loss: 0.0311829 | Time: 2113.68 ms [2022-04-12 14:03:23 main:574] : INFO : Epoch 1914 | loss: 0.0311725 | val_loss: 0.0311858 | Time: 2064.71 ms [2022-04-12 14:03:26 main:574] : INFO : Epoch 1915 | loss: 0.0311714 | val_loss: 0.0311848 | Time: 2092.06 ms [2022-04-12 14:03:28 main:574] : INFO : Epoch 1916 | loss: 0.0311718 | val_loss: 0.0311848 | Time: 2113.5 ms [2022-04-12 14:03:30 main:574] : INFO : Epoch 1917 | loss: 0.0311712 | val_loss: 0.0311822 | Time: 2094.19 ms [2022-04-12 14:03:32 main:574] : INFO : Epoch 1918 | loss: 0.0311722 | val_loss: 0.0311874 | Time: 2132.3 ms [2022-04-12 14:03:34 main:574] : INFO : Epoch 1919 | loss: 0.0311722 | val_loss: 0.0311912 | Time: 2085.18 ms [2022-04-12 14:03:36 main:574] : INFO : Epoch 1920 | loss: 0.0311743 | val_loss: 0.0311845 | Time: 2075.23 ms [2022-04-12 14:03:38 main:574] : INFO : Epoch 1921 | loss: 0.0311735 | val_loss: 0.0311833 | Time: 2074.02 ms [2022-04-12 14:03:41 main:574] : INFO : Epoch 1922 | loss: 0.0311738 | val_loss: 0.0311828 | Time: 2119.08 ms [2022-04-12 14:03:43 main:574] : INFO : Epoch 1923 | loss: 0.0311761 | val_loss: 0.0311799 | Time: 2111.24 ms [2022-04-12 14:03:45 main:574] : INFO : Epoch 1924 | loss: 0.0311735 | val_loss: 0.0311793 | Time: 2069.99 ms [2022-04-12 14:03:47 main:574] : INFO : Epoch 1925 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 2075.37 ms [2022-04-12 14:03:49 main:574] : INFO : Epoch 1926 | loss: 0.0311735 | val_loss: 0.0311839 | Time: 2111.96 ms [2022-04-12 14:03:51 main:574] : INFO : Epoch 1927 | loss: 0.0311746 | val_loss: 0.0311808 | Time: 2031.63 ms [2022-04-12 14:03:53 main:574] : INFO : Epoch 1928 | loss: 0.0311766 | val_loss: 0.0311827 | Time: 2039.62 ms [2022-04-12 14:03:56 main:574] : INFO : Epoch 1929 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 2075.01 ms [2022-04-12 14:03:58 main:574] : INFO : Epoch 1930 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 2057.81 ms [2022-04-12 14:04:00 main:574] : INFO : Epoch 1931 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 2079.39 ms [2022-04-12 14:04:02 main:574] : INFO : Epoch 1932 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 2069.62 ms [2022-04-12 14:04:04 main:574] : INFO : Epoch 1933 | loss: 0.0311737 | val_loss: 0.0311861 | Time: 2106.04 ms [2022-04-12 14:04:06 main:574] : INFO : Epoch 1934 | loss: 0.0311743 | val_loss: 0.0311827 | Time: 2066.06 ms [2022-04-12 14:04:08 main:574] : INFO : Epoch 1935 | loss: 0.0311732 | val_loss: 0.0311823 | Time: 2083.87 ms [2022-04-12 14:04:10 main:574] : INFO : Epoch 1936 | loss: 0.0311722 | val_loss: 0.0311857 | Time: 2000.63 ms [2022-04-12 14:04:12 main:574] : INFO : Epoch 1937 | loss: 0.0311738 | val_loss: 0.0311885 | Time: 2088.63 ms [2022-04-12 14:04:15 main:574] : INFO : Epoch 1938 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 2070.08 ms [2022-04-12 14:04:17 main:574] : INFO : Epoch 1939 | loss: 0.031172 | val_loss: 0.0311813 | Time: 2080.02 ms [2022-04-12 14:04:19 main:574] : INFO : Epoch 1940 | loss: 0.0311724 | val_loss: 0.0311814 | Time: 2102.54 ms [2022-04-12 14:04:21 main:574] : INFO : Epoch 1941 | loss: 0.031171 | val_loss: 0.0311824 | Time: 2048.68 ms [2022-04-12 14:04:23 main:574] : INFO : Epoch 1942 | loss: 0.0311723 | val_loss: 0.0311836 | Time: 2063.74 ms [2022-04-12 14:04:25 main:574] : INFO : Epoch 1943 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 2048.08 ms [2022-04-12 14:04:27 main:574] : INFO : Epoch 1944 | loss: 0.0311705 | val_loss: 0.0311844 | Time: 2066.58 ms [2022-04-12 14:04:29 main:574] : INFO : Epoch 1945 | loss: 0.0311735 | val_loss: 0.0311861 | Time: 2101.46 ms [2022-04-12 14:04:32 main:574] : INFO : Epoch 1946 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 2081.66 ms [2022-04-12 14:04:34 main:574] : INFO : Epoch 1947 | loss: 0.0311721 | val_loss: 0.0311809 | Time: 2045.06 ms [2022-04-12 14:04:36 main:574] : INFO : Epoch 1948 | loss: 0.0311724 | val_loss: 0.0311796 | Time: 2049.89 ms [2022-04-12 14:04:38 main:574] : INFO : Epoch 1949 | loss: 0.0311714 | val_loss: 0.0311787 | Time: 2039.02 ms [2022-04-12 14:04:40 main:574] : INFO : Epoch 1950 | loss: 0.0311716 | val_loss: 0.0311794 | Time: 2068.73 ms [2022-04-12 14:04:42 main:574] : INFO : Epoch 1951 | loss: 0.0311707 | val_loss: 0.0311778 | Time: 2039.25 ms [2022-04-12 14:04:44 main:574] : INFO : Epoch 1952 | loss: 0.0311706 | val_loss: 0.0311811 | Time: 2072.3 ms [2022-04-12 14:04:46 main:574] : INFO : Epoch 1953 | loss: 0.0311738 | val_loss: 0.0311835 | Time: 2071.3 ms [2022-04-12 14:04:48 main:574] : INFO : Epoch 1954 | loss: 0.0311715 | val_loss: 0.0311826 | Time: 2109.57 ms [2022-04-12 14:04:51 main:574] : INFO : Epoch 1955 | loss: 0.0311698 | val_loss: 0.0311817 | Time: 2080.87 ms [2022-04-12 14:04:53 main:574] : INFO : Epoch 1956 | loss: 0.0311703 | val_loss: 0.0311816 | Time: 2081.63 ms [2022-04-12 14:04:55 main:574] : INFO : Epoch 1957 | loss: 0.0311694 | val_loss: 0.031181 | Time: 2067.41 ms [2022-04-12 14:04:57 main:574] : INFO : Epoch 1958 | loss: 0.0311698 | val_loss: 0.0311837 | Time: 2038.25 ms [2022-04-12 14:04:59 main:574] : INFO : Epoch 1959 | loss: 0.0311695 | val_loss: 0.0311797 | Time: 2077.47 ms [2022-04-12 14:05:01 main:574] : INFO : Epoch 1960 | loss: 0.0311706 | val_loss: 0.0311833 | Time: 2060.56 ms [2022-04-12 14:05:03 main:574] : INFO : Epoch 1961 | loss: 0.0311688 | val_loss: 0.0311829 | Time: 2056.4 ms [2022-04-12 14:05:05 main:574] : INFO : Epoch 1962 | loss: 0.0311691 | val_loss: 0.0311836 | Time: 2062.63 ms [2022-04-12 14:05:07 main:574] : INFO : Epoch 1963 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 2054.99 ms [2022-04-12 14:05:10 main:574] : INFO : Epoch 1964 | loss: 0.03117 | val_loss: 0.0311859 | Time: 2113.16 ms [2022-04-12 14:05:12 main:574] : INFO : Epoch 1965 | loss: 0.0311711 | val_loss: 0.0311843 | Time: 2046.96 ms [2022-04-12 14:05:14 main:574] : INFO : Epoch 1966 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 2091.69 ms [2022-04-12 14:05:16 main:574] : INFO : Epoch 1967 | loss: 0.0311705 | val_loss: 0.0311859 | Time: 2101.8 ms [2022-04-12 14:05:18 main:574] : INFO : Epoch 1968 | loss: 0.0311738 | val_loss: 0.03118 | Time: 2059.74 ms [2022-04-12 14:05:20 main:574] : INFO : Epoch 1969 | loss: 0.0311712 | val_loss: 0.0311813 | Time: 2078.26 ms [2022-04-12 14:05:22 main:574] : INFO : Epoch 1970 | loss: 0.0311691 | val_loss: 0.0311858 | Time: 2083.4 ms [2022-04-12 14:05:24 main:574] : INFO : Epoch 1971 | loss: 0.0311712 | val_loss: 0.0311826 | Time: 2079.87 ms [2022-04-12 14:05:27 main:574] : INFO : Epoch 1972 | loss: 0.031171 | val_loss: 0.0311819 | Time: 2079.32 ms [2022-04-12 14:05:29 main:574] : INFO : Epoch 1973 | loss: 0.0311701 | val_loss: 0.0311866 | Time: 2042.39 ms [2022-04-12 14:05:31 main:574] : INFO : Epoch 1974 | loss: 0.0311698 | val_loss: 0.0311844 | Time: 2050.59 ms [2022-04-12 14:05:33 main:574] : INFO : Epoch 1975 | loss: 0.0311712 | val_loss: 0.0311832 | Time: 2102.9 ms [2022-04-12 14:05:35 main:574] : INFO : Epoch 1976 | loss: 0.0311719 | val_loss: 0.0311925 | Time: 2089.81 ms [2022-04-12 14:05:37 main:574] : INFO : Epoch 1977 | loss: 0.0311744 | val_loss: 0.0311917 | Time: 2081.12 ms [2022-04-12 14:05:39 main:574] : INFO : Epoch 1978 | loss: 0.031175 | val_loss: 0.0311813 | Time: 2110.81 ms [2022-04-12 14:05:42 main:574] : INFO : Epoch 1979 | loss: 0.0311688 | val_loss: 0.0311861 | Time: 2089.85 ms [2022-04-12 14:05:44 main:574] : INFO : Epoch 1980 | loss: 0.03117 | val_loss: 0.0311838 | Time: 2091.67 ms [2022-04-12 14:05:46 main:574] : INFO : Epoch 1981 | loss: 0.0311703 | val_loss: 0.0311859 | Time: 2096.8 ms [2022-04-12 14:05:48 main:574] : INFO : Epoch 1982 | loss: 0.0311693 | val_loss: 0.0311817 | Time: 2109.92 ms [2022-04-12 14:05:50 main:574] : INFO : Epoch 1983 | loss: 0.0311704 | val_loss: 0.0311826 | Time: 2056.94 ms [2022-04-12 14:05:52 main:574] : INFO : Epoch 1984 | loss: 0.0311679 | val_loss: 0.0311831 | Time: 2068.16 ms [2022-04-12 14:05:54 main:574] : INFO : Epoch 1985 | loss: 0.0311733 | val_loss: 0.0311845 | Time: 2072.86 ms [2022-04-12 14:05:57 main:574] : INFO : Epoch 1986 | loss: 0.0311697 | val_loss: 0.0311845 | Time: 2073.32 ms [2022-04-12 14:05:59 main:574] : INFO : Epoch 1987 | loss: 0.0311709 | val_loss: 0.0311823 | Time: 2067.92 ms [2022-04-12 14:06:01 main:574] : INFO : Epoch 1988 | loss: 0.0311701 | val_loss: 0.0311846 | Time: 2142.08 ms [2022-04-12 14:06:03 main:574] : INFO : Epoch 1989 | loss: 0.0311696 | val_loss: 0.0311833 | Time: 2069.16 ms [2022-04-12 14:06:05 main:574] : INFO : Epoch 1990 | loss: 0.0311686 | val_loss: 0.031183 | Time: 2076.26 ms [2022-04-12 14:06:08 main:574] : INFO : Epoch 1991 | loss: 0.0311685 | val_loss: 0.0311819 | Time: 2088.49 ms [2022-04-12 14:06:10 main:574] : INFO : Epoch 1992 | loss: 0.0311669 | val_loss: 0.0311838 | Time: 2086.01 ms [2022-04-12 14:06:12 main:574] : INFO : Epoch 1993 | loss: 0.0311684 | val_loss: 0.0311874 | Time: 2065.4 ms [2022-04-12 14:06:14 main:574] : INFO : Epoch 1994 | loss: 0.0311703 | val_loss: 0.0311876 | Time: 2078.59 ms [2022-04-12 14:06:16 main:574] : INFO : Epoch 1995 | loss: 0.0311718 | val_loss: 0.0311928 | Time: 2085.78 ms [2022-04-12 14:06:18 main:574] : INFO : Epoch 1996 | loss: 0.0311742 | val_loss: 0.031188 | Time: 2067.58 ms [2022-04-12 14:06:20 main:574] : INFO : Epoch 1997 | loss: 0.0311727 | val_loss: 0.0311811 | Time: 2074.32 ms [2022-04-12 14:06:22 main:574] : INFO : Epoch 1998 | loss: 0.0311703 | val_loss: 0.0311926 | Time: 2075.65 ms [2022-04-12 14:06:25 main:574] : INFO : Epoch 1999 | loss: 0.0311702 | val_loss: 0.0311833 | Time: 2057.64 ms [2022-04-12 14:06:27 main:574] : INFO : Epoch 2000 | loss: 0.0311727 | val_loss: 0.0311857 | Time: 2053.31 ms [2022-04-12 14:06:29 main:574] : INFO : Epoch 2001 | loss: 0.0311792 | val_loss: 0.0311814 | Time: 2053.5 ms [2022-04-12 14:06:31 main:574] : INFO : Epoch 2002 | loss: 0.0311774 | val_loss: 0.0311865 | Time: 2043.79 ms [2022-04-12 14:06:33 main:574] : INFO : Epoch 2003 | loss: 0.0311762 | val_loss: 0.0311884 | Time: 2056.42 ms [2022-04-12 14:06:35 main:574] : INFO : Epoch 2004 | loss: 0.0311756 | val_loss: 0.0311864 | Time: 2068.28 ms [2022-04-12 14:06:37 main:574] : INFO : Epoch 2005 | loss: 0.0311722 | val_loss: 0.0311843 | Time: 2080.48 ms [2022-04-12 14:06:39 main:574] : INFO : Epoch 2006 | loss: 0.0311727 | val_loss: 0.0311889 | Time: 2084.78 ms [2022-04-12 14:06:41 main:574] : INFO : Epoch 2007 | loss: 0.0311724 | val_loss: 0.0311912 | Time: 2102.33 ms [2022-04-12 14:06:44 main:574] : INFO : Epoch 2008 | loss: 0.031171 | val_loss: 0.0311825 | Time: 2078.86 ms [2022-04-12 14:06:46 main:574] : INFO : Epoch 2009 | loss: 0.0311715 | val_loss: 0.0311814 | Time: 2070.5 ms [2022-04-12 14:06:48 main:574] : INFO : Epoch 2010 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 2088.17 ms [2022-04-12 14:06:50 main:574] : INFO : Epoch 2011 | loss: 0.0311787 | val_loss: 0.0311803 | Time: 2084.83 ms [2022-04-12 14:06:52 main:574] : INFO : Epoch 2012 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 2090.39 ms [2022-04-12 14:06:54 main:574] : INFO : Epoch 2013 | loss: 0.0311737 | val_loss: 0.0311847 | Time: 2062.39 ms [2022-04-12 14:06:56 main:574] : INFO : Epoch 2014 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 2093.78 ms [2022-04-12 14:06:59 main:574] : INFO : Epoch 2015 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 2080.04 ms [2022-04-12 14:07:01 main:574] : INFO : Epoch 2016 | loss: 0.0311724 | val_loss: 0.0311791 | Time: 2074.39 ms [2022-04-12 14:07:03 main:574] : INFO : Epoch 2017 | loss: 0.0311704 | val_loss: 0.0311806 | Time: 2091.54 ms [2022-04-12 14:07:05 main:574] : INFO : Epoch 2018 | loss: 0.0311697 | val_loss: 0.03118 | Time: 2118.93 ms [2022-04-12 14:07:07 main:574] : INFO : Epoch 2019 | loss: 0.0311696 | val_loss: 0.0311826 | Time: 2092.38 ms [2022-04-12 14:07:09 main:574] : INFO : Epoch 2020 | loss: 0.0311727 | val_loss: 0.031188 | Time: 2109.37 ms [2022-04-12 14:07:11 main:574] : INFO : Epoch 2021 | loss: 0.0311724 | val_loss: 0.0311824 | Time: 2088.88 ms [2022-04-12 14:07:13 main:574] : INFO : Epoch 2022 | loss: 0.0311718 | val_loss: 0.0311835 | Time: 2081.09 ms [2022-04-12 14:07:16 main:574] : INFO : Epoch 2023 | loss: 0.031172 | val_loss: 0.0311843 | Time: 2140.8 ms [2022-04-12 14:07:18 main:574] : INFO : Epoch 2024 | loss: 0.0311719 | val_loss: 0.0311815 | Time: 2063.04 ms [2022-04-12 14:07:20 main:574] : INFO : Epoch 2025 | loss: 0.0311713 | val_loss: 0.0311877 | Time: 2072.46 ms [2022-04-12 14:07:22 main:574] : INFO : Epoch 2026 | loss: 0.0311732 | val_loss: 0.0311842 | Time: 2139.23 ms [2022-04-12 14:07:24 main:574] : INFO : Epoch 2027 | loss: 0.031172 | val_loss: 0.0311845 | Time: 2085.41 ms [2022-04-12 14:07:26 main:574] : INFO : Epoch 2028 | loss: 0.0311725 | val_loss: 0.0311813 | Time: 2059.59 ms [2022-04-12 14:07:29 main:574] : INFO : Epoch 2029 | loss: 0.031172 | val_loss: 0.031182 | Time: 2114.53 ms [2022-04-12 14:07:31 main:574] : INFO : Epoch 2030 | loss: 0.0311717 | val_loss: 0.0311806 | Time: 2076.84 ms [2022-04-12 14:07:33 main:574] : INFO : Epoch 2031 | loss: 0.0311716 | val_loss: 0.0311814 | Time: 2032.55 ms [2022-04-12 14:07:35 main:574] : INFO : Epoch 2032 | loss: 0.0311716 | val_loss: 0.0311836 | Time: 2077.01 ms [2022-04-12 14:07:37 main:574] : INFO : Epoch 2033 | loss: 0.0311717 | val_loss: 0.0311822 | Time: 2049.99 ms [2022-04-12 14:07:39 main:574] : INFO : Epoch 2034 | loss: 0.0311714 | val_loss: 0.0311834 | Time: 2105.02 ms [2022-04-12 14:07:41 main:574] : INFO : Epoch 2035 | loss: 0.0311706 | val_loss: 0.0311842 | Time: 2089.6 ms [2022-04-12 14:07:43 main:574] : INFO : Epoch 2036 | loss: 0.0311698 | val_loss: 0.0311828 | Time: 2060.74 ms [2022-04-12 14:07:46 main:574] : INFO : Epoch 2037 | loss: 0.0311712 | val_loss: 0.0311857 | Time: 2007.18 ms [2022-04-12 14:07:48 main:574] : INFO : Epoch 2038 | loss: 0.0311706 | val_loss: 0.0311848 | Time: 2061.18 ms [2022-04-12 14:07:50 main:574] : INFO : Epoch 2039 | loss: 0.0311725 | val_loss: 0.0311898 | Time: 2100.94 ms [2022-04-12 14:07:52 main:574] : INFO : Epoch 2040 | loss: 0.0311694 | val_loss: 0.031185 | Time: 2078.41 ms [2022-04-12 14:07:54 main:574] : INFO : Epoch 2041 | loss: 0.0311694 | val_loss: 0.0311838 | Time: 2080.7 ms [2022-04-12 14:07:56 main:574] : INFO : Epoch 2042 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 2010.89 ms [2022-04-12 14:07:58 main:574] : INFO : Epoch 2043 | loss: 0.031172 | val_loss: 0.0311796 | Time: 2079.47 ms [2022-04-12 14:08:00 main:574] : INFO : Epoch 2044 | loss: 0.0311755 | val_loss: 0.0311837 | Time: 2085.37 ms [2022-04-12 14:08:03 main:574] : INFO : Epoch 2045 | loss: 0.0311763 | val_loss: 0.0311797 | Time: 2116.61 ms [2022-04-12 14:08:04 main:574] : INFO : Epoch 2046 | loss: 0.0311746 | val_loss: 0.0311827 | Time: 1811.86 ms [2022-04-12 14:08:06 main:574] : INFO : Epoch 2047 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 1730.49 ms [2022-04-12 14:08:08 main:574] : INFO : Epoch 2048 | loss: 0.0311752 | val_loss: 0.031182 | Time: 1812.13 ms [2022-04-12 14:08:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031182 [2022-04-12 14:08:08 main:603] : INFO : Saving end state to config to file [2022-04-12 14:08:08 main:608] : INFO : Success, exiting.. 14:08:08 (20020): 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)