Task 14537616
| Name | ParityModified-1647042615-9785-3-0_0 |
| Workunit | 11574636 |
| Created | 7 Apr 2022, 12:27:25 UTC |
| Sent | 11 Apr 2022, 0:10:47 UTC |
| Report deadline | 19 Apr 2022, 0:10:47 UTC |
| Received | 11 Apr 2022, 9:12:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 26 min 27 sec |
| CPU time | 1 hours 24 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 03:50:47 main:574] : INFO : Epoch 1542 | loss: 0.0311841 | val_loss: 0.0311898 | Time: 2497.08 ms [2022-04-11 03:50:49 main:574] : INFO : Epoch 1543 | loss: 0.0311844 | val_loss: 0.0311905 | Time: 2487.25 ms [2022-04-11 03:50:52 main:574] : INFO : Epoch 1544 | loss: 0.0311841 | val_loss: 0.0311896 | Time: 2485.89 ms [2022-04-11 03:50:54 main:574] : INFO : Epoch 1545 | loss: 0.0311829 | val_loss: 0.031191 | Time: 2487.88 ms [2022-04-11 03:50:57 main:574] : INFO : Epoch 1546 | loss: 0.0311831 | val_loss: 0.031193 | Time: 2489.46 ms [2022-04-11 03:50:59 main:574] : INFO : Epoch 1547 | loss: 0.0311889 | val_loss: 0.0312023 | Time: 2482.77 ms [2022-04-11 03:51:02 main:574] : INFO : Epoch 1548 | loss: 0.031186 | val_loss: 0.0311891 | Time: 2481.93 ms [2022-04-11 03:51:04 main:574] : INFO : Epoch 1549 | loss: 0.0311834 | val_loss: 0.0311936 | Time: 2490.25 ms [2022-04-11 03:51:07 main:574] : INFO : Epoch 1550 | loss: 0.0311908 | val_loss: 0.0311947 | Time: 2488.34 ms [2022-04-11 03:51:09 main:574] : INFO : Epoch 1551 | loss: 0.0311902 | val_loss: 0.0311958 | Time: 2492.32 ms [2022-04-11 03:51:12 main:574] : INFO : Epoch 1552 | loss: 0.0311941 | val_loss: 0.0311923 | Time: 2489.9 ms [2022-04-11 03:51:15 main:574] : INFO : Epoch 1553 | loss: 0.0311898 | val_loss: 0.0311913 | Time: 2494.08 ms [2022-04-11 03:51:17 main:574] : INFO : Epoch 1554 | loss: 0.0311883 | val_loss: 0.0311912 | Time: 2489.54 ms [2022-04-11 03:51:20 main:574] : INFO : Epoch 1555 | loss: 0.0311852 | val_loss: 0.0311897 | Time: 2489.35 ms [2022-04-11 03:51:22 main:574] : INFO : Epoch 1556 | loss: 0.0311843 | val_loss: 0.0311885 | Time: 2486.59 ms [2022-04-11 03:51:25 main:574] : INFO : Epoch 1557 | loss: 0.031184 | val_loss: 0.0311878 | Time: 2490.87 ms [2022-04-11 03:51:27 main:574] : INFO : Epoch 1558 | loss: 0.0311818 | val_loss: 0.0311884 | Time: 2488.06 ms [2022-04-11 03:51:30 main:574] : INFO : Epoch 1559 | loss: 0.0311816 | val_loss: 0.0311892 | Time: 2486 ms [2022-04-11 03:51:32 main:574] : INFO : Epoch 1560 | loss: 0.0311817 | val_loss: 0.0311913 | Time: 2490.36 ms [2022-04-11 03:51:35 main:574] : INFO : Epoch 1561 | loss: 0.0311816 | val_loss: 0.0311868 | Time: 2497.6 ms [2022-04-11 03:51:37 main:574] : INFO : Epoch 1562 | loss: 0.0311826 | val_loss: 0.031194 | Time: 2485.2 ms [2022-04-11 03:51:40 main:574] : INFO : Epoch 1563 | loss: 0.031184 | val_loss: 0.0311882 | Time: 2490.38 ms [2022-04-11 03:51:42 main:574] : INFO : Epoch 1564 | loss: 0.0311808 | val_loss: 0.0311919 | Time: 2487.96 ms [2022-04-11 03:51:45 main:574] : INFO : Epoch 1565 | loss: 0.0311856 | val_loss: 0.0311996 | Time: 2489.23 ms [2022-04-11 03:51:47 main:574] : INFO : Epoch 1566 | loss: 0.0311921 | val_loss: 0.0311952 | Time: 2482.29 ms [2022-04-11 03:51:50 main:574] : INFO : Epoch 1567 | loss: 0.031189 | val_loss: 0.0311941 | Time: 2480.85 ms [2022-04-11 03:51:52 main:574] : INFO : Epoch 1568 | loss: 0.0311875 | val_loss: 0.0311926 | Time: 2482.72 ms [2022-04-11 03:51:55 main:574] : INFO : Epoch 1569 | loss: 0.0311863 | val_loss: 0.0311925 | Time: 2492.12 ms [2022-04-11 03:51:57 main:574] : INFO : Epoch 1570 | loss: 0.031185 | val_loss: 0.0311933 | Time: 2488.53 ms [2022-04-11 03:52:00 main:574] : INFO : Epoch 1571 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 2487.15 ms [2022-04-11 03:52:03 main:574] : INFO : Epoch 1572 | loss: 0.0311843 | val_loss: 0.0311938 | Time: 2482.8 ms [2022-04-11 03:52:05 main:574] : INFO : Epoch 1573 | loss: 0.0311863 | val_loss: 0.0311932 | Time: 2487.42 ms [2022-04-11 03:52:08 main:574] : INFO : Epoch 1574 | loss: 0.0311848 | val_loss: 0.0311912 | Time: 2489.59 ms [2022-04-11 03:52:10 main:574] : INFO : Epoch 1575 | loss: 0.0311837 | val_loss: 0.0311903 | Time: 2489.53 ms [2022-04-11 03:52:13 main:574] : INFO : Epoch 1576 | loss: 0.0311842 | val_loss: 0.031191 | Time: 2484.16 ms [2022-04-11 03:52:15 main:574] : INFO : Epoch 1577 | loss: 0.0311836 | val_loss: 0.0311915 | Time: 2484.84 ms [2022-04-11 03:52:18 main:574] : INFO : Epoch 1578 | loss: 0.0311837 | val_loss: 0.0311993 | Time: 2481.03 ms [2022-04-11 03:52:20 main:574] : INFO : Epoch 1579 | loss: 0.0311893 | val_loss: 0.0311976 | Time: 2487.18 ms [2022-04-11 03:52:23 main:574] : INFO : Epoch 1580 | loss: 0.0311845 | val_loss: 0.0311915 | Time: 2484.31 ms [2022-04-11 03:52:25 main:574] : INFO : Epoch 1581 | loss: 0.0311842 | val_loss: 0.0311968 | Time: 2490.49 ms [2022-04-11 03:52:28 main:574] : INFO : Epoch 1582 | loss: 0.0311868 | val_loss: 0.0311947 | Time: 2485.23 ms [2022-04-11 03:52:30 main:574] : INFO : Epoch 1583 | loss: 0.0311914 | val_loss: 0.0311976 | Time: 2487.01 ms [2022-04-11 03:52:33 main:574] : INFO : Epoch 1584 | loss: 0.0311939 | val_loss: 0.0311959 | Time: 2482.25 ms [2022-04-11 03:52:35 main:574] : INFO : Epoch 1585 | loss: 0.0311945 | val_loss: 0.0311975 | Time: 2497.11 ms [2022-04-11 03:52:38 main:574] : INFO : Epoch 1586 | loss: 0.0311919 | val_loss: 0.0311934 | Time: 2483.11 ms [2022-04-11 03:52:40 main:574] : INFO : Epoch 1587 | loss: 0.0311889 | val_loss: 0.0311932 | Time: 2493.86 ms [2022-04-11 03:52:43 main:574] : INFO : Epoch 1588 | loss: 0.0311882 | val_loss: 0.0311913 | Time: 2475.17 ms [2022-04-11 03:52:45 main:574] : INFO : Epoch 1589 | loss: 0.0311881 | val_loss: 0.0311932 | Time: 2492.98 ms [2022-04-11 03:52:48 main:574] : INFO : Epoch 1590 | loss: 0.0311895 | val_loss: 0.0311947 | Time: 2481.53 ms [2022-04-11 03:52:50 main:574] : INFO : Epoch 1591 | loss: 0.031191 | val_loss: 0.0311966 | Time: 2492.75 ms [2022-04-11 03:52:53 main:574] : INFO : Epoch 1592 | loss: 0.0311882 | val_loss: 0.0311915 | Time: 2486.84 ms [2022-04-11 03:52:56 main:574] : INFO : Epoch 1593 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 2491.9 ms [2022-04-11 03:52:58 main:574] : INFO : Epoch 1594 | loss: 0.0311913 | val_loss: 0.0311975 | Time: 2484.12 ms [2022-04-11 03:53:01 main:574] : INFO : Epoch 1595 | loss: 0.0311883 | val_loss: 0.0311963 | Time: 2483.45 ms [2022-04-11 03:53:03 main:574] : INFO : Epoch 1596 | loss: 0.031193 | val_loss: 0.0312033 | Time: 2481.46 ms [2022-04-11 03:53:06 main:574] : INFO : Epoch 1597 | loss: 0.031188 | val_loss: 0.0311957 | Time: 2491.72 ms [2022-04-11 03:53:08 main:574] : INFO : Epoch 1598 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 2487.19 ms [2022-04-11 03:53:11 main:574] : INFO : Epoch 1599 | loss: 0.0311906 | val_loss: 0.0311994 | Time: 2486.91 ms [2022-04-11 03:53:13 main:574] : INFO : Epoch 1600 | loss: 0.0311884 | val_loss: 0.031199 | Time: 2481.95 ms [2022-04-11 03:53:16 main:574] : INFO : Epoch 1601 | loss: 0.0311892 | val_loss: 0.0311965 | Time: 2487.25 ms [2022-04-11 03:53:18 main:574] : INFO : Epoch 1602 | loss: 0.0311881 | val_loss: 0.031197 | Time: 2483.1 ms [2022-04-11 03:53:21 main:574] : INFO : Epoch 1603 | loss: 0.031188 | val_loss: 0.0311926 | Time: 2490.48 ms [2022-04-11 03:53:23 main:574] : INFO : Epoch 1604 | loss: 0.0311845 | val_loss: 0.0311932 | Time: 2491.67 ms [2022-04-11 03:53:26 main:574] : INFO : Epoch 1605 | loss: 0.031185 | val_loss: 0.0311911 | Time: 2492.98 ms [2022-04-11 03:53:28 main:574] : INFO : Epoch 1606 | loss: 0.0311841 | val_loss: 0.0311942 | Time: 2486.79 ms [2022-04-11 03:53:31 main:574] : INFO : Epoch 1607 | loss: 0.0311865 | val_loss: 0.0311918 | Time: 2496.93 ms [2022-04-11 03:53:33 main:574] : INFO : Epoch 1608 | loss: 0.0311901 | val_loss: 0.0311925 | Time: 2482.98 ms [2022-04-11 03:53:36 main:574] : INFO : Epoch 1609 | loss: 0.0311872 | val_loss: 0.0311917 | Time: 2482.8 ms [2022-04-11 03:53:38 main:574] : INFO : Epoch 1610 | loss: 0.0311879 | val_loss: 0.031196 | Time: 2493.36 ms [2022-04-11 03:53:41 main:574] : INFO : Epoch 1611 | loss: 0.0311913 | val_loss: 0.0311909 | Time: 2492.9 ms [2022-04-11 03:53:43 main:574] : INFO : Epoch 1612 | loss: 0.0311869 | val_loss: 0.031195 | Time: 2479.76 ms [2022-04-11 03:53:46 main:574] : INFO : Epoch 1613 | loss: 0.0311867 | val_loss: 0.0311914 | Time: 2491.19 ms [2022-04-11 03:53:49 main:574] : INFO : Epoch 1614 | loss: 0.0311869 | val_loss: 0.0311956 | Time: 2485.15 ms [2022-04-11 03:53:51 main:574] : INFO : Epoch 1615 | loss: 0.0311853 | val_loss: 0.0311962 | Time: 2480.7 ms [2022-04-11 03:53:54 main:574] : INFO : Epoch 1616 | loss: 0.0311854 | val_loss: 0.0311936 | Time: 2483.46 ms [2022-04-11 03:53:56 main:574] : INFO : Epoch 1617 | loss: 0.0311835 | val_loss: 0.0311901 | Time: 2496.26 ms [2022-04-11 03:53:59 main:574] : INFO : Epoch 1618 | loss: 0.031183 | val_loss: 0.0311943 | Time: 2488.25 ms [2022-04-11 03:54:01 main:574] : INFO : Epoch 1619 | loss: 0.031184 | val_loss: 0.0311969 | Time: 2486.67 ms [2022-04-11 03:54:04 main:574] : INFO : Epoch 1620 | loss: 0.0311819 | val_loss: 0.0311904 | Time: 2486.39 ms [2022-04-11 03:54:06 main:574] : INFO : Epoch 1621 | loss: 0.0311849 | val_loss: 0.0311899 | Time: 2489.64 ms [2022-04-11 03:54:09 main:574] : INFO : Epoch 1622 | loss: 0.0311856 | val_loss: 0.0311913 | Time: 2484.81 ms [2022-04-11 03:54:11 main:574] : INFO : Epoch 1623 | loss: 0.0311857 | val_loss: 0.0311944 | Time: 2491.66 ms [2022-04-11 03:54:14 main:574] : INFO : Epoch 1624 | loss: 0.0311842 | val_loss: 0.0311897 | Time: 2482.49 ms [2022-04-11 03:54:16 main:574] : INFO : Epoch 1625 | loss: 0.031188 | val_loss: 0.0311975 | Time: 2484.3 ms [2022-04-11 03:54:19 main:574] : INFO : Epoch 1626 | loss: 0.0311824 | val_loss: 0.031189 | Time: 2486.41 ms [2022-04-11 03:54:21 main:574] : INFO : Epoch 1627 | loss: 0.0311818 | val_loss: 0.0311899 | Time: 2480.27 ms [2022-04-11 03:54:24 main:574] : INFO : Epoch 1628 | loss: 0.0311837 | val_loss: 0.031191 | Time: 2483.84 ms [2022-04-11 03:54:26 main:574] : INFO : Epoch 1629 | loss: 0.0311827 | val_loss: 0.0311903 | Time: 2485.75 ms [2022-04-11 03:54:29 main:574] : INFO : Epoch 1630 | loss: 0.0311833 | val_loss: 0.0311932 | Time: 2486.1 ms [2022-04-11 03:54:31 main:574] : INFO : Epoch 1631 | loss: 0.031185 | val_loss: 0.0311963 | Time: 2490.45 ms [2022-04-11 03:54:34 main:574] : INFO : Epoch 1632 | loss: 0.0311826 | val_loss: 0.0311911 | Time: 2477.97 ms [2022-04-11 03:54:36 main:574] : INFO : Epoch 1633 | loss: 0.0311844 | val_loss: 0.0311912 | Time: 2488.63 ms [2022-04-11 03:54:39 main:574] : INFO : Epoch 1634 | loss: 0.0311864 | val_loss: 0.0311904 | Time: 2482.82 ms [2022-04-11 03:54:41 main:574] : INFO : Epoch 1635 | loss: 0.0311861 | val_loss: 0.0311917 | Time: 2491.97 ms [2022-04-11 03:54:44 main:574] : INFO : Epoch 1636 | loss: 0.0311848 | val_loss: 0.0311926 | Time: 2489.66 ms [2022-04-11 03:54:47 main:574] : INFO : Epoch 1637 | loss: 0.0311848 | val_loss: 0.0311929 | Time: 2488.65 ms [2022-04-11 03:54:49 main:574] : INFO : Epoch 1638 | loss: 0.0311853 | val_loss: 0.0311905 | Time: 2487.83 ms [2022-04-11 03:54:52 main:574] : INFO : Epoch 1639 | loss: 0.0311839 | val_loss: 0.0311907 | Time: 2483.79 ms [2022-04-11 03:54:54 main:574] : INFO : Epoch 1640 | loss: 0.0311814 | val_loss: 0.0311898 | Time: 2483.98 ms [2022-04-11 03:54:57 main:574] : INFO : Epoch 1641 | loss: 0.0311815 | val_loss: 0.03119 | Time: 2494.02 ms [2022-04-11 03:54:59 main:574] : INFO : Epoch 1642 | loss: 0.0311806 | val_loss: 0.0311949 | Time: 2484.44 ms [2022-04-11 03:55:02 main:574] : INFO : Epoch 1643 | loss: 0.0311835 | val_loss: 0.0311946 | Time: 2489.25 ms [2022-04-11 03:55:04 main:574] : INFO : Epoch 1644 | loss: 0.0311815 | val_loss: 0.03119 | Time: 2479.39 ms [2022-04-11 03:55:07 main:574] : INFO : Epoch 1645 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 2491.1 ms [2022-04-11 03:55:09 main:574] : INFO : Epoch 1646 | loss: 0.0311813 | val_loss: 0.0311914 | Time: 2489.71 ms [2022-04-11 03:55:12 main:574] : INFO : Epoch 1647 | loss: 0.031181 | val_loss: 0.0311908 | Time: 2488.99 ms [2022-04-11 03:55:14 main:574] : INFO : Epoch 1648 | loss: 0.0311796 | val_loss: 0.0311898 | Time: 2484.93 ms [2022-04-11 03:55:17 main:574] : INFO : Epoch 1649 | loss: 0.0311796 | val_loss: 0.0311903 | Time: 2486.94 ms [2022-04-11 03:55:19 main:574] : INFO : Epoch 1650 | loss: 0.0311803 | val_loss: 0.0311895 | Time: 2485.78 ms [2022-04-11 03:55:22 main:574] : INFO : Epoch 1651 | loss: 0.0311832 | val_loss: 0.0311908 | Time: 2488.8 ms [2022-04-11 03:55:24 main:574] : INFO : Epoch 1652 | loss: 0.0311841 | val_loss: 0.031193 | Time: 2482.65 ms [2022-04-11 03:55:27 main:574] : INFO : Epoch 1653 | loss: 0.0311865 | val_loss: 0.0311921 | Time: 2481.09 ms [2022-04-11 03:55:29 main:574] : INFO : Epoch 1654 | loss: 0.0311844 | val_loss: 0.0311916 | Time: 2483.69 ms [2022-04-11 03:55:32 main:574] : INFO : Epoch 1655 | loss: 0.0311834 | val_loss: 0.0311902 | Time: 2488.99 ms [2022-04-11 03:55:34 main:574] : INFO : Epoch 1656 | loss: 0.0311798 | val_loss: 0.0311894 | Time: 2489.13 ms [2022-04-11 03:55:37 main:574] : INFO : Epoch 1657 | loss: 0.0311797 | val_loss: 0.0311895 | Time: 2485.41 ms [2022-04-11 03:55:40 main:574] : INFO : Epoch 1658 | loss: 0.0311796 | val_loss: 0.031188 | Time: 2486.87 ms [2022-04-11 03:55:42 main:574] : INFO : Epoch 1659 | loss: 0.0311809 | val_loss: 0.0311909 | Time: 2489.92 ms [2022-04-11 03:55:45 main:574] : INFO : Epoch 1660 | loss: 0.0311856 | val_loss: 0.031191 | Time: 2492.84 ms [2022-04-11 03:55:47 main:574] : INFO : Epoch 1661 | loss: 0.0311826 | val_loss: 0.0311887 | Time: 2493.61 ms [2022-04-11 03:55:50 main:574] : INFO : Epoch 1662 | loss: 0.0311821 | val_loss: 0.0311997 | Time: 2490.67 ms [2022-04-11 03:55:52 main:574] : INFO : Epoch 1663 | loss: 0.031187 | val_loss: 0.0311908 | Time: 2486.66 ms [2022-04-11 03:55:55 main:574] : INFO : Epoch 1664 | loss: 0.0311847 | val_loss: 0.031191 | Time: 2482.08 ms [2022-04-11 03:55:57 main:574] : INFO : Epoch 1665 | loss: 0.0311822 | val_loss: 0.0311904 | Time: 2488.63 ms [2022-04-11 03:56:00 main:574] : INFO : Epoch 1666 | loss: 0.0311826 | val_loss: 0.0311893 | Time: 2482.44 ms [2022-04-11 03:56:02 main:574] : INFO : Epoch 1667 | loss: 0.0311832 | val_loss: 0.0311947 | Time: 2490.16 ms [2022-04-11 03:56:05 main:574] : INFO : Epoch 1668 | loss: 0.0311815 | val_loss: 0.0311929 | Time: 2478.66 ms [2022-04-11 03:56:07 main:574] : INFO : Epoch 1669 | loss: 0.031183 | val_loss: 0.0311914 | Time: 2492.15 ms [2022-04-11 03:56:10 main:574] : INFO : Epoch 1670 | loss: 0.0311831 | val_loss: 0.0311911 | Time: 2483.65 ms [2022-04-11 03:56:12 main:574] : INFO : Epoch 1671 | loss: 0.0311827 | val_loss: 0.0311895 | Time: 2490.52 ms [2022-04-11 03:56:15 main:574] : INFO : Epoch 1672 | loss: 0.0311826 | val_loss: 0.031193 | Time: 2484.36 ms [2022-04-11 03:56:17 main:574] : INFO : Epoch 1673 | loss: 0.0311822 | val_loss: 0.0311896 | Time: 2492.05 ms [2022-04-11 03:56:20 main:574] : INFO : Epoch 1674 | loss: 0.0311828 | val_loss: 0.0311923 | Time: 2483.62 ms [2022-04-11 03:56:22 main:574] : INFO : Epoch 1675 | loss: 0.0311803 | val_loss: 0.031188 | Time: 2485.83 ms [2022-04-11 03:56:25 main:574] : INFO : Epoch 1676 | loss: 0.0311797 | val_loss: 0.0311895 | Time: 2487.06 ms [2022-04-11 03:56:27 main:574] : INFO : Epoch 1677 | loss: 0.0311792 | val_loss: 0.0311904 | Time: 2489.4 ms [2022-04-11 03:56:30 main:574] : INFO : Epoch 1678 | loss: 0.0311793 | val_loss: 0.0311909 | Time: 2490.53 ms [2022-04-11 03:56:33 main:574] : INFO : Epoch 1679 | loss: 0.0311835 | val_loss: 0.0311931 | Time: 2484.08 ms [2022-04-11 03:56:35 main:574] : INFO : Epoch 1680 | loss: 0.031182 | val_loss: 0.0311951 | Time: 2481 ms [2022-04-11 03:56:38 main:574] : INFO : Epoch 1681 | loss: 0.0311809 | val_loss: 0.0311945 | Time: 2496.48 ms [2022-04-11 03:56:40 main:574] : INFO : Epoch 1682 | loss: 0.0311801 | val_loss: 0.0311887 | Time: 2484.29 ms [2022-04-11 03:56:43 main:574] : INFO : Epoch 1683 | loss: 0.0311799 | val_loss: 0.031192 | Time: 2481.14 ms [2022-04-11 03:56:45 main:574] : INFO : Epoch 1684 | loss: 0.031179 | val_loss: 0.03119 | Time: 2486.56 ms [2022-04-11 03:56:48 main:574] : INFO : Epoch 1685 | loss: 0.0311778 | val_loss: 0.0311917 | Time: 2491.84 ms [2022-04-11 03:56:50 main:574] : INFO : Epoch 1686 | loss: 0.0311768 | val_loss: 0.0311901 | Time: 2483.32 ms [2022-04-11 03:56:53 main:574] : INFO : Epoch 1687 | loss: 0.0311776 | val_loss: 0.0311908 | Time: 2484.39 ms [2022-04-11 03:56:55 main:574] : INFO : Epoch 1688 | loss: 0.0311787 | val_loss: 0.0311903 | Time: 2475.36 ms [2022-04-11 03:56:58 main:574] : INFO : Epoch 1689 | loss: 0.0311779 | val_loss: 0.0311929 | Time: 2495.86 ms [2022-04-11 03:57:00 main:574] : INFO : Epoch 1690 | loss: 0.0311789 | val_loss: 0.0311902 | Time: 2489.49 ms [2022-04-11 03:57:03 main:574] : INFO : Epoch 1691 | loss: 0.031179 | val_loss: 0.0311954 | Time: 2487.82 ms [2022-04-11 03:57:05 main:574] : INFO : Epoch 1692 | loss: 0.0311798 | val_loss: 0.0311919 | Time: 2485.61 ms [2022-04-11 03:57:08 main:574] : INFO : Epoch 1693 | loss: 0.0311775 | val_loss: 0.0311903 | Time: 2487.86 ms [2022-04-11 03:57:10 main:574] : INFO : Epoch 1694 | loss: 0.0311789 | val_loss: 0.0311979 | Time: 2489.55 ms [2022-04-11 03:57:13 main:574] : INFO : Epoch 1695 | loss: 0.031184 | val_loss: 0.0311943 | Time: 2484.28 ms [2022-04-11 03:57:15 main:574] : INFO : Epoch 1696 | loss: 0.0311806 | val_loss: 0.0311972 | Time: 2482.64 ms [2022-04-11 03:57:18 main:574] : INFO : Epoch 1697 | loss: 0.0311789 | val_loss: 0.0311944 | Time: 2488.48 ms [2022-04-11 03:57:20 main:574] : INFO : Epoch 1698 | loss: 0.0311793 | val_loss: 0.0311916 | Time: 2492.79 ms [2022-04-11 03:57:23 main:574] : INFO : Epoch 1699 | loss: 0.0311828 | val_loss: 0.0311935 | Time: 2489.32 ms [2022-04-11 03:57:26 main:574] : INFO : Epoch 1700 | loss: 0.0311812 | val_loss: 0.0311952 | Time: 2491.26 ms [2022-04-11 03:57:28 main:574] : INFO : Epoch 1701 | loss: 0.0311834 | val_loss: 0.0311962 | Time: 2486.99 ms [2022-04-11 03:57:31 main:574] : INFO : Epoch 1702 | loss: 0.0311828 | val_loss: 0.0311938 | Time: 2493.04 ms [2022-04-11 03:57:33 main:574] : INFO : Epoch 1703 | loss: 0.0311853 | val_loss: 0.031193 | Time: 2483.67 ms [2022-04-11 03:57:36 main:574] : INFO : Epoch 1704 | loss: 0.0311837 | val_loss: 0.0311908 | Time: 2483.4 ms [2022-04-11 03:57:38 main:574] : INFO : Epoch 1705 | loss: 0.0311786 | val_loss: 0.0311918 | Time: 2490.11 ms [2022-04-11 03:57:41 main:574] : INFO : Epoch 1706 | loss: 0.0311783 | val_loss: 0.0311911 | Time: 2480.87 ms [2022-04-11 03:57:43 main:574] : INFO : Epoch 1707 | loss: 0.0311789 | val_loss: 0.0311891 | Time: 2479.15 ms [2022-04-11 03:57:46 main:574] : INFO : Epoch 1708 | loss: 0.0311776 | val_loss: 0.031189 | Time: 2478.66 ms [2022-04-11 03:57:48 main:574] : INFO : Epoch 1709 | loss: 0.0311781 | val_loss: 0.0311904 | Time: 2484.75 ms [2022-04-11 03:57:51 main:574] : INFO : Epoch 1710 | loss: 0.0311779 | val_loss: 0.0311934 | Time: 2484.48 ms [2022-04-11 03:57:53 main:574] : INFO : Epoch 1711 | loss: 0.0311793 | val_loss: 0.0311928 | Time: 2487.78 ms [2022-04-11 03:57:56 main:574] : INFO : Epoch 1712 | loss: 0.0311768 | val_loss: 0.0311913 | Time: 2477.96 ms [2022-04-11 03:57:58 main:574] : INFO : Epoch 1713 | loss: 0.0311776 | val_loss: 0.0311901 | Time: 2492.52 ms [2022-04-11 03:58:01 main:574] : INFO : Epoch 1714 | loss: 0.0311785 | val_loss: 0.0312022 | Time: 2486.87 ms [2022-04-11 03:58:03 main:574] : INFO : Epoch 1715 | loss: 0.0311815 | val_loss: 0.0311961 | Time: 2493.49 ms [2022-04-11 03:58:06 main:574] : INFO : Epoch 1716 | loss: 0.0311793 | val_loss: 0.0311916 | Time: 2474.09 ms [2022-04-11 03:58:08 main:574] : INFO : Epoch 1717 | loss: 0.0311785 | val_loss: 0.0311974 | Time: 2495.14 ms [2022-04-11 03:58:11 main:574] : INFO : Epoch 1718 | loss: 0.0311784 | val_loss: 0.0311902 | Time: 2484.48 ms [2022-04-11 03:58:13 main:574] : INFO : Epoch 1719 | loss: 0.0311807 | val_loss: 0.0311918 | Time: 2482.82 ms [2022-04-11 03:58:16 main:574] : INFO : Epoch 1720 | loss: 0.0311795 | val_loss: 0.0311936 | Time: 2486.45 ms [2022-04-11 03:58:18 main:574] : INFO : Epoch 1721 | loss: 0.0311815 | val_loss: 0.0311919 | Time: 2489.19 ms [2022-04-11 03:58:21 main:574] : INFO : Epoch 1722 | loss: 0.031183 | val_loss: 0.031199 | Time: 2483.4 ms [2022-04-11 03:58:24 main:574] : INFO : Epoch 1723 | loss: 0.0311823 | val_loss: 0.0312054 | Time: 2486.56 ms [2022-04-11 03:58:26 main:574] : INFO : Epoch 1724 | loss: 0.0311856 | val_loss: 0.0311936 | Time: 2488.22 ms [2022-04-11 03:58:29 main:574] : INFO : Epoch 1725 | loss: 0.0311804 | val_loss: 0.0311939 | Time: 2480.22 ms [2022-04-11 03:58:31 main:574] : INFO : Epoch 1726 | loss: 0.0311787 | val_loss: 0.0311903 | Time: 2490.71 ms [2022-04-11 03:58:34 main:574] : INFO : Epoch 1727 | loss: 0.0311776 | val_loss: 0.0311897 | Time: 2482.55 ms [2022-04-11 03:58:36 main:574] : INFO : Epoch 1728 | loss: 0.0311766 | val_loss: 0.0311906 | Time: 2483.21 ms [2022-04-11 03:58:39 main:574] : INFO : Epoch 1729 | loss: 0.0311761 | val_loss: 0.0311892 | Time: 2489.36 ms [2022-04-11 03:58:41 main:574] : INFO : Epoch 1730 | loss: 0.0311763 | val_loss: 0.0311894 | Time: 2488.02 ms [2022-04-11 03:58:44 main:574] : INFO : Epoch 1731 | loss: 0.0311765 | val_loss: 0.031192 | Time: 2493.85 ms [2022-04-11 03:58:46 main:574] : INFO : Epoch 1732 | loss: 0.0311763 | val_loss: 0.0311924 | Time: 2484.79 ms [2022-04-11 03:58:49 main:574] : INFO : Epoch 1733 | loss: 0.0311776 | val_loss: 0.0311943 | Time: 2488.68 ms [2022-04-11 03:58:51 main:574] : INFO : Epoch 1734 | loss: 0.0311803 | val_loss: 0.0311914 | Time: 2490.22 ms [2022-04-11 03:58:54 main:574] : INFO : Epoch 1735 | loss: 0.0311775 | val_loss: 0.0311927 | Time: 2483.77 ms [2022-04-11 03:58:56 main:574] : INFO : Epoch 1736 | loss: 0.0311767 | val_loss: 0.0311901 | Time: 2487.72 ms [2022-04-11 03:58:59 main:574] : INFO : Epoch 1737 | loss: 0.0311775 | val_loss: 0.0311903 | Time: 2493.14 ms [2022-04-11 03:59:01 main:574] : INFO : Epoch 1738 | loss: 0.0311773 | val_loss: 0.03119 | Time: 2491.23 ms [2022-04-11 03:59:04 main:574] : INFO : Epoch 1739 | loss: 0.0311767 | val_loss: 0.0311925 | Time: 2491.93 ms [2022-04-11 03:59:07 main:574] : INFO : Epoch 1740 | loss: 0.0311776 | val_loss: 0.0311908 | Time: 2486.6 ms [2022-04-11 03:59:09 main:574] : INFO : Epoch 1741 | loss: 0.0311766 | val_loss: 0.0311929 | Time: 2493.77 ms [2022-04-11 03:59:12 main:574] : INFO : Epoch 1742 | loss: 0.0311774 | val_loss: 0.0311913 | Time: 2486.29 ms [2022-04-11 03:59:14 main:574] : INFO : Epoch 1743 | loss: 0.0311768 | val_loss: 0.0311933 | Time: 2491.33 ms [2022-04-11 03:59:17 main:574] : INFO : Epoch 1744 | loss: 0.0311786 | val_loss: 0.0311924 | Time: 2490.29 ms [2022-04-11 03:59:19 main:574] : INFO : Epoch 1745 | loss: 0.0311783 | val_loss: 0.0311923 | Time: 2487.5 ms [2022-04-11 03:59:22 main:574] : INFO : Epoch 1746 | loss: 0.0311767 | val_loss: 0.0311887 | Time: 2485.24 ms [2022-04-11 03:59:24 main:574] : INFO : Epoch 1747 | loss: 0.0311771 | val_loss: 0.0311915 | Time: 2486.73 ms [2022-04-11 03:59:27 main:574] : INFO : Epoch 1748 | loss: 0.0311785 | val_loss: 0.0311937 | Time: 2485.26 ms [2022-04-11 03:59:29 main:574] : INFO : Epoch 1749 | loss: 0.0311793 | val_loss: 0.03119 | Time: 2494.8 ms [2022-04-11 03:59:32 main:574] : INFO : Epoch 1750 | loss: 0.03118 | val_loss: 0.0311907 | Time: 2485.27 ms [2022-04-11 03:59:34 main:574] : INFO : Epoch 1751 | loss: 0.0311793 | val_loss: 0.0311911 | Time: 2494.14 ms [2022-04-11 03:59:37 main:574] : INFO : Epoch 1752 | loss: 0.0311872 | val_loss: 0.0311928 | Time: 2490.86 ms [2022-04-11 03:59:39 main:574] : INFO : Epoch 1753 | loss: 0.0311952 | val_loss: 0.0311939 | Time: 2489.98 ms [2022-04-11 03:59:42 main:574] : INFO : Epoch 1754 | loss: 0.0311915 | val_loss: 0.0311922 | Time: 2490.22 ms [2022-04-11 03:59:44 main:574] : INFO : Epoch 1755 | loss: 0.0311873 | val_loss: 0.0311927 | Time: 2487.68 ms [2022-04-11 03:59:47 main:574] : INFO : Epoch 1756 | loss: 0.0311856 | val_loss: 0.0311936 | Time: 2486.44 ms [2022-04-11 03:59:50 main:574] : INFO : Epoch 1757 | loss: 0.0311847 | val_loss: 0.0311909 | Time: 2490.47 ms [2022-04-11 03:59:52 main:574] : INFO : Epoch 1758 | loss: 0.031188 | val_loss: 0.0311931 | Time: 2483.18 ms [2022-04-11 03:59:55 main:574] : INFO : Epoch 1759 | loss: 0.0311845 | val_loss: 0.0311898 | Time: 2487.4 ms [2022-04-11 03:59:57 main:574] : INFO : Epoch 1760 | loss: 0.0311811 | val_loss: 0.0311913 | Time: 2489.09 ms [2022-04-11 04:00:00 main:574] : INFO : Epoch 1761 | loss: 0.0311805 | val_loss: 0.0311896 | Time: 2493.73 ms [2022-04-11 04:00:02 main:574] : INFO : Epoch 1762 | loss: 0.031185 | val_loss: 0.0311917 | Time: 2489.4 ms [2022-04-11 04:00:05 main:574] : INFO : Epoch 1763 | loss: 0.0311853 | val_loss: 0.0311913 | Time: 2487.51 ms [2022-04-11 04:00:07 main:574] : INFO : Epoch 1764 | loss: 0.0311848 | val_loss: 0.0311986 | Time: 2482.61 ms [2022-04-11 04:00:10 main:574] : INFO : Epoch 1765 | loss: 0.031185 | val_loss: 0.0311915 | Time: 2490.64 ms [2022-04-11 04:00:12 main:574] : INFO : Epoch 1766 | loss: 0.031184 | val_loss: 0.031191 | Time: 2482.59 ms [2022-04-11 04:00:15 main:574] : INFO : Epoch 1767 | loss: 0.0311816 | val_loss: 0.0311904 | Time: 2486.64 ms [2022-04-11 04:00:17 main:574] : INFO : Epoch 1768 | loss: 0.0311836 | val_loss: 0.0311947 | Time: 2487.46 ms [2022-04-11 04:00:20 main:574] : INFO : Epoch 1769 | loss: 0.0311822 | val_loss: 0.0311895 | Time: 2487.03 ms [2022-04-11 04:00:22 main:574] : INFO : Epoch 1770 | loss: 0.0311804 | val_loss: 0.0311886 | Time: 2487.5 ms [2022-04-11 04:00:25 main:574] : INFO : Epoch 1771 | loss: 0.0311798 | val_loss: 0.031188 | Time: 2484.6 ms [2022-04-11 04:00:27 main:574] : INFO : Epoch 1772 | loss: 0.0311786 | val_loss: 0.0311882 | Time: 2482.52 ms [2022-04-11 04:00:30 main:574] : INFO : Epoch 1773 | loss: 0.0311785 | val_loss: 0.0311895 | Time: 2492.13 ms [2022-04-11 04:00:33 main:574] : INFO : Epoch 1774 | loss: 0.0311786 | val_loss: 0.0311895 | Time: 2484.69 ms [2022-04-11 04:00:35 main:574] : INFO : Epoch 1775 | loss: 0.0311789 | val_loss: 0.0311918 | Time: 2487.41 ms [2022-04-11 04:00:38 main:574] : INFO : Epoch 1776 | loss: 0.0311787 | val_loss: 0.0311947 | Time: 2486.38 ms [2022-04-11 04:00:40 main:574] : INFO : Epoch 1777 | loss: 0.0311797 | val_loss: 0.0311976 | Time: 2489.48 ms [2022-04-11 04:00:43 main:574] : INFO : Epoch 1778 | loss: 0.0311867 | val_loss: 0.0311957 | Time: 2492.52 ms [2022-04-11 04:00:45 main:574] : INFO : Epoch 1779 | loss: 0.031187 | val_loss: 0.0312048 | Time: 2484.95 ms [2022-04-11 04:00:48 main:574] : INFO : Epoch 1780 | loss: 0.0311889 | val_loss: 0.031195 | Time: 2484.13 ms [2022-04-11 04:00:50 main:574] : INFO : Epoch 1781 | loss: 0.0311808 | val_loss: 0.0311923 | Time: 2492.14 ms [2022-04-11 04:00:53 main:574] : INFO : Epoch 1782 | loss: 0.0311792 | val_loss: 0.0311873 | Time: 2492.28 ms [2022-04-11 04:00:55 main:574] : INFO : Epoch 1783 | loss: 0.0311784 | val_loss: 0.0311899 | Time: 2485.31 ms [2022-04-11 04:00:58 main:574] : INFO : Epoch 1784 | loss: 0.0311794 | val_loss: 0.0311884 | Time: 2487.33 ms [2022-04-11 04:01:00 main:574] : INFO : Epoch 1785 | loss: 0.0311789 | val_loss: 0.0311899 | Time: 2489.58 ms [2022-04-11 04:01:03 main:574] : INFO : Epoch 1786 | loss: 0.03118 | val_loss: 0.0311903 | Time: 2491.23 ms [2022-04-11 04:01:05 main:574] : INFO : Epoch 1787 | loss: 0.0311794 | val_loss: 0.0311879 | Time: 2488.53 ms [2022-04-11 04:01:08 main:574] : INFO : Epoch 1788 | loss: 0.0311788 | val_loss: 0.0311883 | Time: 2484.11 ms [2022-04-11 04:01:11 main:574] : INFO : Epoch 1789 | loss: 0.0311789 | val_loss: 0.0311874 | Time: 2485.8 ms [2022-04-11 04:01:13 main:574] : INFO : Epoch 1790 | loss: 0.0311804 | val_loss: 0.0311879 | Time: 2485.92 ms [2022-04-11 04:01:16 main:574] : INFO : Epoch 1791 | loss: 0.0311838 | val_loss: 0.0311939 | Time: 2489.3 ms [2022-04-11 04:01:18 main:574] : INFO : Epoch 1792 | loss: 0.0311831 | val_loss: 0.0311943 | Time: 2480.09 ms [2022-04-11 04:01:21 main:574] : INFO : Epoch 1793 | loss: 0.0311814 | val_loss: 0.0311928 | Time: 2495.6 ms [2022-04-11 04:01:23 main:574] : INFO : Epoch 1794 | loss: 0.0311807 | val_loss: 0.0311923 | Time: 2489 ms [2022-04-11 04:01:26 main:574] : INFO : Epoch 1795 | loss: 0.0311817 | val_loss: 0.0311945 | Time: 2488.69 ms [2022-04-11 04:01:28 main:574] : INFO : Epoch 1796 | loss: 0.0311832 | val_loss: 0.0311944 | Time: 2483.2 ms [2022-04-11 04:01:31 main:574] : INFO : Epoch 1797 | loss: 0.0311814 | val_loss: 0.031194 | Time: 2489.71 ms [2022-04-11 04:01:33 main:574] : INFO : Epoch 1798 | loss: 0.0311816 | val_loss: 0.0311918 | Time: 2486.38 ms [2022-04-11 04:01:36 main:574] : INFO : Epoch 1799 | loss: 0.031183 | val_loss: 0.0311918 | Time: 2490.4 ms [2022-04-11 04:01:38 main:574] : INFO : Epoch 1800 | loss: 0.0311808 | val_loss: 0.0311932 | Time: 2489.03 ms [2022-04-11 04:01:41 main:574] : INFO : Epoch 1801 | loss: 0.0311803 | val_loss: 0.0311938 | Time: 2486.8 ms [2022-04-11 04:01:43 main:574] : INFO : Epoch 1802 | loss: 0.0311803 | val_loss: 0.0311913 | Time: 2493.52 ms [2022-04-11 04:01:46 main:574] : INFO : Epoch 1803 | loss: 0.031179 | val_loss: 0.0311934 | Time: 2487.38 ms [2022-04-11 04:01:48 main:574] : INFO : Epoch 1804 | loss: 0.0311792 | val_loss: 0.0311923 | Time: 2482.8 ms [2022-04-11 04:01:51 main:574] : INFO : Epoch 1805 | loss: 0.0311826 | val_loss: 0.0311922 | Time: 2490.45 ms [2022-04-11 04:01:54 main:574] : INFO : Epoch 1806 | loss: 0.0311799 | val_loss: 0.0311922 | Time: 2487.38 ms [2022-04-11 04:01:56 main:574] : INFO : Epoch 1807 | loss: 0.0311811 | val_loss: 0.0311938 | Time: 2484.96 ms [2022-04-11 04:01:59 main:574] : INFO : Epoch 1808 | loss: 0.0311812 | val_loss: 0.0311953 | Time: 2484.48 ms [2022-04-11 04:02:01 main:574] : INFO : Epoch 1809 | loss: 0.031186 | val_loss: 0.0311991 | Time: 2488 ms [2022-04-11 04:02:04 main:574] : INFO : Epoch 1810 | loss: 0.0311836 | val_loss: 0.0311943 | Time: 2485.06 ms [2022-04-11 04:02:06 main:574] : INFO : Epoch 1811 | loss: 0.0311834 | val_loss: 0.0311956 | Time: 2488.28 ms [2022-04-11 04:02:09 main:574] : INFO : Epoch 1812 | loss: 0.0311813 | val_loss: 0.031195 | Time: 2485.4 ms [2022-04-11 04:02:11 main:574] : INFO : Epoch 1813 | loss: 0.031181 | val_loss: 0.0311949 | Time: 2488.8 ms [2022-04-11 04:02:14 main:574] : INFO : Epoch 1814 | loss: 0.0311805 | val_loss: 0.031195 | Time: 2490.79 ms [2022-04-11 04:02:16 main:574] : INFO : Epoch 1815 | loss: 0.0311828 | val_loss: 0.0311994 | Time: 2483.28 ms [2022-04-11 04:02:19 main:574] : INFO : Epoch 1816 | loss: 0.031181 | val_loss: 0.0311984 | Time: 2478.37 ms [2022-04-11 04:02:21 main:574] : INFO : Epoch 1817 | loss: 0.0311816 | val_loss: 0.0311943 | Time: 2487.9 ms [2022-04-11 04:02:24 main:574] : INFO : Epoch 1818 | loss: 0.0311809 | val_loss: 0.0311947 | Time: 2495.63 ms [2022-04-11 04:02:26 main:574] : INFO : Epoch 1819 | loss: 0.0311829 | val_loss: 0.031191 | Time: 2487.9 ms [2022-04-11 04:02:29 main:574] : INFO : Epoch 1820 | loss: 0.0311827 | val_loss: 0.0311926 | Time: 2486.12 ms [2022-04-11 04:02:31 main:574] : INFO : Epoch 1821 | loss: 0.0311794 | val_loss: 0.0311926 | Time: 2492.88 ms [2022-04-11 04:02:34 main:574] : INFO : Epoch 1822 | loss: 0.0311806 | val_loss: 0.0311906 | Time: 2485.65 ms [2022-04-11 04:02:37 main:574] : INFO : Epoch 1823 | loss: 0.0311783 | val_loss: 0.0311909 | Time: 2483.64 ms [2022-04-11 04:02:39 main:574] : INFO : Epoch 1824 | loss: 0.0311798 | val_loss: 0.0312027 | Time: 2484.6 ms [2022-04-11 04:02:42 main:574] : INFO : Epoch 1825 | loss: 0.0311809 | val_loss: 0.0311938 | Time: 2491.75 ms [2022-04-11 04:02:44 main:574] : INFO : Epoch 1826 | loss: 0.0311804 | val_loss: 0.0311938 | Time: 2487.8 ms [2022-04-11 04:02:47 main:574] : INFO : Epoch 1827 | loss: 0.0311768 | val_loss: 0.0311928 | Time: 2485.33 ms [2022-04-11 04:02:49 main:574] : INFO : Epoch 1828 | loss: 0.031178 | val_loss: 0.0311913 | Time: 2484.75 ms [2022-04-11 04:02:52 main:574] : INFO : Epoch 1829 | loss: 0.0311783 | val_loss: 0.031192 | Time: 2488.28 ms [2022-04-11 04:02:54 main:574] : INFO : Epoch 1830 | loss: 0.0311788 | val_loss: 0.0311913 | Time: 2487.5 ms [2022-04-11 04:02:57 main:574] : INFO : Epoch 1831 | loss: 0.0311784 | val_loss: 0.0311917 | Time: 2489.14 ms [2022-04-11 04:02:59 main:574] : INFO : Epoch 1832 | loss: 0.0311769 | val_loss: 0.0311914 | Time: 2485.34 ms [2022-04-11 04:03:02 main:574] : INFO : Epoch 1833 | loss: 0.0311767 | val_loss: 0.0311919 | Time: 2491.56 ms [2022-04-11 04:03:04 main:574] : INFO : Epoch 1834 | loss: 0.0311759 | val_loss: 0.0311933 | Time: 2486.6 ms [2022-04-11 04:03:07 main:574] : INFO : Epoch 1835 | loss: 0.0311775 | val_loss: 0.0311948 | Time: 2487.52 ms [2022-04-11 04:03:09 main:574] : INFO : Epoch 1836 | loss: 0.0311782 | val_loss: 0.0311961 | Time: 2484.07 ms [2022-04-11 04:03:12 main:574] : INFO : Epoch 1837 | loss: 0.0311778 | val_loss: 0.0311896 | Time: 2492.31 ms [2022-04-11 04:03:15 main:574] : INFO : Epoch 1838 | loss: 0.0311783 | val_loss: 0.0311943 | Time: 2496.51 ms [2022-04-11 04:03:17 main:574] : INFO : Epoch 1839 | loss: 0.0311759 | val_loss: 0.0311897 | Time: 2486.75 ms [2022-04-11 04:03:20 main:574] : INFO : Epoch 1840 | loss: 0.0311747 | val_loss: 0.0311944 | Time: 2488.96 ms [2022-04-11 04:03:22 main:574] : INFO : Epoch 1841 | loss: 0.0311767 | val_loss: 0.0311935 | Time: 2492.53 ms [2022-04-11 04:03:25 main:574] : INFO : Epoch 1842 | loss: 0.0311767 | val_loss: 0.0311912 | Time: 2481.16 ms [2022-04-11 04:03:27 main:574] : INFO : Epoch 1843 | loss: 0.0311741 | val_loss: 0.0311929 | Time: 2484.15 ms [2022-04-11 04:03:30 main:574] : INFO : Epoch 1844 | loss: 0.0311744 | val_loss: 0.0311903 | Time: 2487.21 ms [2022-04-11 04:03:32 main:574] : INFO : Epoch 1845 | loss: 0.0311755 | val_loss: 0.0311911 | Time: 2489.11 ms [2022-04-11 04:03:35 main:574] : INFO : Epoch 1846 | loss: 0.0311725 | val_loss: 0.0311913 | Time: 2488.53 ms [2022-04-11 04:03:37 main:574] : INFO : Epoch 1847 | loss: 0.0311738 | val_loss: 0.0311924 | Time: 2483.77 ms [2022-04-11 04:03:40 main:574] : INFO : Epoch 1848 | loss: 0.0311757 | val_loss: 0.0311908 | Time: 2483.87 ms [2022-04-11 04:03:42 main:574] : INFO : Epoch 1849 | loss: 0.0311738 | val_loss: 0.0311925 | Time: 2486.43 ms [2022-04-11 04:03:45 main:574] : INFO : Epoch 1850 | loss: 0.0311734 | val_loss: 0.0311931 | Time: 2489.49 ms [2022-04-11 04:03:47 main:574] : INFO : Epoch 1851 | loss: 0.0311731 | val_loss: 0.0311926 | Time: 2487.78 ms [2022-04-11 04:03:50 main:574] : INFO : Epoch 1852 | loss: 0.0311733 | val_loss: 0.0311928 | Time: 2481.57 ms [2022-04-11 04:03:52 main:574] : INFO : Epoch 1853 | loss: 0.0311747 | val_loss: 0.0311984 | Time: 2489.53 ms [2022-04-11 04:03:55 main:574] : INFO : Epoch 1854 | loss: 0.0311756 | val_loss: 0.0311932 | Time: 2491.04 ms [2022-04-11 04:03:58 main:574] : INFO : Epoch 1855 | loss: 0.0311744 | val_loss: 0.0311914 | Time: 2487.18 ms [2022-04-11 04:04:00 main:574] : INFO : Epoch 1856 | loss: 0.0311752 | val_loss: 0.0311915 | Time: 2483.6 ms [2022-04-11 04:04:03 main:574] : INFO : Epoch 1857 | loss: 0.0311746 | val_loss: 0.0311945 | Time: 2489.26 ms [2022-04-11 04:04:05 main:574] : INFO : Epoch 1858 | loss: 0.0311818 | val_loss: 0.0312033 | Time: 2496.56 ms [2022-04-11 04:04:08 main:574] : INFO : Epoch 1859 | loss: 0.0311872 | val_loss: 0.0311967 | Time: 2490.42 ms [2022-04-11 04:04:10 main:574] : INFO : Epoch 1860 | loss: 0.0311775 | val_loss: 0.0311927 | Time: 2481.56 ms [2022-04-11 04:04:13 main:574] : INFO : Epoch 1861 | loss: 0.0311759 | val_loss: 0.0311907 | Time: 2488.7 ms [2022-04-11 04:04:15 main:574] : INFO : Epoch 1862 | loss: 0.0311781 | val_loss: 0.031199 | Time: 2486.39 ms [2022-04-11 04:04:18 main:574] : INFO : Epoch 1863 | loss: 0.0311773 | val_loss: 0.0311936 | Time: 2490.71 ms [2022-04-11 04:04:20 main:574] : INFO : Epoch 1864 | loss: 0.0311762 | val_loss: 0.0311954 | Time: 2486.37 ms [2022-04-11 04:04:23 main:574] : INFO : Epoch 1865 | loss: 0.031175 | val_loss: 0.0311935 | Time: 2481.33 ms [2022-04-11 04:04:25 main:574] : INFO : Epoch 1866 | loss: 0.0311748 | val_loss: 0.0311985 | Time: 2483.88 ms [2022-04-11 04:04:28 main:574] : INFO : Epoch 1867 | loss: 0.0311774 | val_loss: 0.0311947 | Time: 2481.19 ms [2022-04-11 04:04:31 main:574] : INFO : Epoch 1868 | loss: 0.0311756 | val_loss: 0.0311948 | Time: 2489.59 ms [2022-04-11 04:04:33 main:574] : INFO : Epoch 1869 | loss: 0.0311765 | val_loss: 0.031196 | Time: 2492.74 ms [2022-04-11 04:04:36 main:574] : INFO : Epoch 1870 | loss: 0.031177 | val_loss: 0.031196 | Time: 2484.58 ms [2022-04-11 04:04:38 main:574] : INFO : Epoch 1871 | loss: 0.031176 | val_loss: 0.0311933 | Time: 2487.52 ms [2022-04-11 04:04:41 main:574] : INFO : Epoch 1872 | loss: 0.0311763 | val_loss: 0.0311965 | Time: 2480.69 ms [2022-04-11 04:04:43 main:574] : INFO : Epoch 1873 | loss: 0.0311774 | val_loss: 0.031196 | Time: 2486.23 ms [2022-04-11 04:04:46 main:574] : INFO : Epoch 1874 | loss: 0.0311782 | val_loss: 0.0312047 | Time: 2481.44 ms [2022-04-11 04:04:48 main:574] : INFO : Epoch 1875 | loss: 0.0311786 | val_loss: 0.0311959 | Time: 2488.4 ms [2022-04-11 04:04:51 main:574] : INFO : Epoch 1876 | loss: 0.0311778 | val_loss: 0.0311968 | Time: 2489.32 ms [2022-04-11 04:04:53 main:574] : INFO : Epoch 1877 | loss: 0.0311757 | val_loss: 0.0311941 | Time: 2488.98 ms [2022-04-11 04:04:56 main:574] : INFO : Epoch 1878 | loss: 0.0311751 | val_loss: 0.0311958 | Time: 2488.13 ms [2022-04-11 04:04:58 main:574] : INFO : Epoch 1879 | loss: 0.0311801 | val_loss: 0.0311966 | Time: 2490.5 ms [2022-04-11 04:05:01 main:574] : INFO : Epoch 1880 | loss: 0.0311788 | val_loss: 0.0311961 | Time: 2493.61 ms [2022-04-11 04:05:03 main:574] : INFO : Epoch 1881 | loss: 0.0311814 | val_loss: 0.0311933 | Time: 2489.6 ms [2022-04-11 04:05:06 main:574] : INFO : Epoch 1882 | loss: 0.0311809 | val_loss: 0.0311952 | Time: 2486.03 ms [2022-04-11 04:05:08 main:574] : INFO : Epoch 1883 | loss: 0.0311799 | val_loss: 0.0311934 | Time: 2488.73 ms [2022-04-11 04:05:11 main:574] : INFO : Epoch 1884 | loss: 0.0311799 | val_loss: 0.0312007 | Time: 2482.42 ms [2022-04-11 04:05:14 main:574] : INFO : Epoch 1885 | loss: 0.0311789 | val_loss: 0.031196 | Time: 2491.59 ms [2022-04-11 04:05:16 main:574] : INFO : Epoch 1886 | loss: 0.0311782 | val_loss: 0.0311971 | Time: 2489.42 ms [2022-04-11 04:05:19 main:574] : INFO : Epoch 1887 | loss: 0.0311802 | val_loss: 0.0311939 | Time: 2492.91 ms [2022-04-11 04:05:21 main:574] : INFO : Epoch 1888 | loss: 0.0311787 | val_loss: 0.0311943 | Time: 2482.63 ms [2022-04-11 04:05:24 main:574] : INFO : Epoch 1889 | loss: 0.0311778 | val_loss: 0.0311954 | Time: 2486.25 ms [2022-04-11 04:05:26 main:574] : INFO : Epoch 1890 | loss: 0.0311841 | val_loss: 0.0312006 | Time: 2481.46 ms [2022-04-11 04:05:29 main:574] : INFO : Epoch 1891 | loss: 0.031217 | val_loss: 0.0317264 | Time: 2494.81 ms [2022-04-11 04:05:31 main:574] : INFO : Epoch 1892 | loss: 0.0366486 | val_loss: 0.0341642 | Time: 2485.1 ms [2022-04-11 04:05:34 main:574] : INFO : Epoch 1893 | loss: 0.0323031 | val_loss: 0.0313967 | Time: 2490.11 ms [2022-04-11 04:05:36 main:574] : INFO : Epoch 1894 | loss: 0.0313494 | val_loss: 0.0312598 | Time: 2484.96 ms [2022-04-11 04:05:39 main:574] : INFO : Epoch 1895 | loss: 0.031231 | val_loss: 0.0312123 | Time: 2499.16 ms [2022-04-11 04:05:41 main:574] : INFO : Epoch 1896 | loss: 0.031208 | val_loss: 0.031201 | Time: 2485.31 ms [2022-04-11 04:05:44 main:574] : INFO : Epoch 1897 | loss: 0.0312018 | val_loss: 0.0311981 | Time: 2493.39 ms [2022-04-11 04:05:46 main:574] : INFO : Epoch 1898 | loss: 0.0311984 | val_loss: 0.0311973 | Time: 2491.88 ms [2022-04-11 04:05:49 main:574] : INFO : Epoch 1899 | loss: 0.0311955 | val_loss: 0.0311956 | Time: 2486.91 ms [2022-04-11 04:05:52 main:574] : INFO : Epoch 1900 | loss: 0.0311914 | val_loss: 0.0311937 | Time: 2489.11 ms [2022-04-11 04:05:54 main:574] : INFO : Epoch 1901 | loss: 0.0311882 | val_loss: 0.0311961 | Time: 2493.42 ms [2022-04-11 04:05:57 main:574] : INFO : Epoch 1902 | loss: 0.0311867 | val_loss: 0.0311966 | Time: 2483.56 ms [2022-04-11 04:05:59 main:574] : INFO : Epoch 1903 | loss: 0.0311855 | val_loss: 0.0311951 | Time: 2493.86 ms [2022-04-11 04:06:02 main:574] : INFO : Epoch 1904 | loss: 0.0311855 | val_loss: 0.0311979 | Time: 2485.97 ms [2022-04-11 04:06:04 main:574] : INFO : Epoch 1905 | loss: 0.0311848 | val_loss: 0.0311955 | Time: 2489.03 ms [2022-04-11 04:06:07 main:574] : INFO : Epoch 1906 | loss: 0.0311829 | val_loss: 0.0311949 | Time: 2489.04 ms [2022-04-11 04:06:09 main:574] : INFO : Epoch 1907 | loss: 0.0311816 | val_loss: 0.0311945 | Time: 2483.77 ms [2022-04-11 04:06:12 main:574] : INFO : Epoch 1908 | loss: 0.0311815 | val_loss: 0.0311935 | Time: 2478.7 ms [2022-04-11 04:06:14 main:574] : INFO : Epoch 1909 | loss: 0.0311806 | val_loss: 0.0311933 | Time: 2486.84 ms [2022-04-11 04:06:17 main:574] : INFO : Epoch 1910 | loss: 0.0311829 | val_loss: 0.0311942 | Time: 2484.6 ms [2022-04-11 04:06:19 main:574] : INFO : Epoch 1911 | loss: 0.0311825 | val_loss: 0.0311928 | Time: 2493.99 ms [2022-04-11 04:06:22 main:574] : INFO : Epoch 1912 | loss: 0.0311818 | val_loss: 0.0311909 | Time: 2484.61 ms [2022-04-11 04:06:24 main:574] : INFO : Epoch 1913 | loss: 0.0311791 | val_loss: 0.0311915 | Time: 2499.28 ms [2022-04-11 04:06:27 main:574] : INFO : Epoch 1914 | loss: 0.0311791 | val_loss: 0.0311943 | Time: 2487.17 ms [2022-04-11 04:06:30 main:574] : INFO : Epoch 1915 | loss: 0.0311793 | val_loss: 0.0311935 | Time: 2489.84 ms [2022-04-11 04:06:32 main:574] : INFO : Epoch 1916 | loss: 0.0311783 | val_loss: 0.0311944 | Time: 2483.59 ms [2022-04-11 04:06:35 main:574] : INFO : Epoch 1917 | loss: 0.0311777 | val_loss: 0.0311952 | Time: 2489.28 ms [2022-04-11 04:06:37 main:574] : INFO : Epoch 1918 | loss: 0.0311774 | val_loss: 0.0311946 | Time: 2487.84 ms [2022-04-11 04:06:40 main:574] : INFO : Epoch 1919 | loss: 0.0311768 | val_loss: 0.031194 | Time: 2485.18 ms [2022-04-11 04:06:42 main:574] : INFO : Epoch 1920 | loss: 0.0311784 | val_loss: 0.0311919 | Time: 2486.2 ms [2022-04-11 04:06:45 main:574] : INFO : Epoch 1921 | loss: 0.031177 | val_loss: 0.0311924 | Time: 2493.26 ms [2022-04-11 04:06:47 main:574] : INFO : Epoch 1922 | loss: 0.0311778 | val_loss: 0.0311933 | Time: 2488.03 ms [2022-04-11 04:06:50 main:574] : INFO : Epoch 1923 | loss: 0.0311774 | val_loss: 0.0311931 | Time: 2494.25 ms [2022-04-11 04:06:52 main:574] : INFO : Epoch 1924 | loss: 0.0311762 | val_loss: 0.0311914 | Time: 2482.8 ms [2022-04-11 04:06:55 main:574] : INFO : Epoch 1925 | loss: 0.0311764 | val_loss: 0.0311912 | Time: 2492.74 ms [2022-04-11 04:06:57 main:574] : INFO : Epoch 1926 | loss: 0.031177 | val_loss: 0.0311941 | Time: 2482.26 ms [2022-04-11 04:07:00 main:574] : INFO : Epoch 1927 | loss: 0.0311769 | val_loss: 0.0311933 | Time: 2480.69 ms [2022-04-11 04:07:02 main:574] : INFO : Epoch 1928 | loss: 0.0311764 | val_loss: 0.0311927 | Time: 2489.56 ms [2022-04-11 04:07:05 main:574] : INFO : Epoch 1929 | loss: 0.0311754 | val_loss: 0.0311977 | Time: 2489.01 ms [2022-04-11 04:07:07 main:574] : INFO : Epoch 1930 | loss: 0.0311762 | val_loss: 0.0311933 | Time: 2488.44 ms [2022-04-11 04:07:10 main:574] : INFO : Epoch 1931 | loss: 0.0311749 | val_loss: 0.0311926 | Time: 2486.3 ms [2022-04-11 04:07:13 main:574] : INFO : Epoch 1932 | loss: 0.031176 | val_loss: 0.0311929 | Time: 2487.15 ms [2022-04-11 04:07:15 main:574] : INFO : Epoch 1933 | loss: 0.0311755 | val_loss: 0.0311954 | Time: 2493.96 ms [2022-04-11 04:07:18 main:574] : INFO : Epoch 1934 | loss: 0.0311747 | val_loss: 0.0311924 | Time: 2483.97 ms [2022-04-11 04:07:20 main:574] : INFO : Epoch 1935 | loss: 0.0311739 | val_loss: 0.0311942 | Time: 2488.24 ms [2022-04-11 04:07:23 main:574] : INFO : Epoch 1936 | loss: 0.0311755 | val_loss: 0.0311984 | Time: 2483.87 ms [2022-04-11 04:07:25 main:574] : INFO : Epoch 1937 | loss: 0.0311761 | val_loss: 0.031192 | Time: 2482.65 ms [2022-04-11 04:07:28 main:574] : INFO : Epoch 1938 | loss: 0.0311752 | val_loss: 0.0311933 | Time: 2490.11 ms [2022-04-11 04:07:30 main:574] : INFO : Epoch 1939 | loss: 0.0311764 | val_loss: 0.0311922 | Time: 2490.68 ms [2022-04-11 04:07:33 main:574] : INFO : Epoch 1940 | loss: 0.031175 | val_loss: 0.0311942 | Time: 2485.07 ms [2022-04-11 04:07:35 main:574] : INFO : Epoch 1941 | loss: 0.0311744 | val_loss: 0.0311912 | Time: 2492.43 ms [2022-04-11 04:07:38 main:574] : INFO : Epoch 1942 | loss: 0.0311747 | val_loss: 0.0311908 | Time: 2490.61 ms [2022-04-11 04:07:40 main:574] : INFO : Epoch 1943 | loss: 0.0311751 | val_loss: 0.0311925 | Time: 2486.45 ms [2022-04-11 04:07:43 main:574] : INFO : Epoch 1944 | loss: 0.0311739 | val_loss: 0.0311923 | Time: 2486.18 ms [2022-04-11 04:07:45 main:574] : INFO : Epoch 1945 | loss: 0.0311734 | val_loss: 0.0311929 | Time: 2494.28 ms [2022-04-11 04:07:48 main:574] : INFO : Epoch 1946 | loss: 0.0311743 | val_loss: 0.0311967 | Time: 2485.6 ms [2022-04-11 04:07:51 main:574] : INFO : Epoch 1947 | loss: 0.0311741 | val_loss: 0.0311926 | Time: 2485.11 ms [2022-04-11 04:07:53 main:574] : INFO : Epoch 1948 | loss: 0.0311738 | val_loss: 0.0311946 | Time: 2482.39 ms [2022-04-11 04:07:56 main:574] : INFO : Epoch 1949 | loss: 0.0311732 | val_loss: 0.0311927 | Time: 2490.73 ms [2022-04-11 04:07:58 main:574] : INFO : Epoch 1950 | loss: 0.031173 | val_loss: 0.0311956 | Time: 2486.22 ms [2022-04-11 04:08:01 main:574] : INFO : Epoch 1951 | loss: 0.0311808 | val_loss: 0.0311959 | Time: 2491.09 ms [2022-04-11 04:08:03 main:574] : INFO : Epoch 1952 | loss: 0.0311802 | val_loss: 0.0311949 | Time: 2493.83 ms [2022-04-11 04:08:06 main:574] : INFO : Epoch 1953 | loss: 0.0311783 | val_loss: 0.0311956 | Time: 2493.92 ms [2022-04-11 04:08:08 main:574] : INFO : Epoch 1954 | loss: 0.0311793 | val_loss: 0.0311943 | Time: 2492.97 ms [2022-04-11 04:08:11 main:574] : INFO : Epoch 1955 | loss: 0.0311777 | val_loss: 0.0311932 | Time: 2494.14 ms [2022-04-11 04:08:13 main:574] : INFO : Epoch 1956 | loss: 0.0311758 | val_loss: 0.0311922 | Time: 2487.48 ms [2022-04-11 04:08:16 main:574] : INFO : Epoch 1957 | loss: 0.0311762 | val_loss: 0.031194 | Time: 2489.33 ms [2022-04-11 04:08:18 main:574] : INFO : Epoch 1958 | loss: 0.0311765 | val_loss: 0.031193 | Time: 2483.61 ms [2022-04-11 04:08:21 main:574] : INFO : Epoch 1959 | loss: 0.031176 | val_loss: 0.0311957 | Time: 2486.3 ms [2022-04-11 04:08:23 main:574] : INFO : Epoch 1960 | loss: 0.0311766 | val_loss: 0.031196 | Time: 2481.82 ms [2022-04-11 04:08:26 main:574] : INFO : Epoch 1961 | loss: 0.0311775 | val_loss: 0.0311927 | Time: 2491.31 ms [2022-04-11 04:08:28 main:574] : INFO : Epoch 1962 | loss: 0.0311767 | val_loss: 0.0311968 | Time: 2484.4 ms [2022-04-11 04:08:31 main:574] : INFO : Epoch 1963 | loss: 0.0311782 | val_loss: 0.0311969 | Time: 2490.63 ms [2022-04-11 04:08:34 main:574] : INFO : Epoch 1964 | loss: 0.0311786 | val_loss: 0.0311962 | Time: 2482.17 ms [2022-04-11 04:08:36 main:574] : INFO : Epoch 1965 | loss: 0.0311781 | val_loss: 0.0311956 | Time: 2489.45 ms [2022-04-11 04:08:39 main:574] : INFO : Epoch 1966 | loss: 0.0311779 | val_loss: 0.0311964 | Time: 2490.54 ms [2022-04-11 04:08:41 main:574] : INFO : Epoch 1967 | loss: 0.0311773 | val_loss: 0.0311986 | Time: 2485.48 ms [2022-04-11 04:08:44 main:574] : INFO : Epoch 1968 | loss: 0.0311775 | val_loss: 0.0311965 | Time: 2484.54 ms [2022-04-11 04:08:46 main:574] : INFO : Epoch 1969 | loss: 0.0311761 | val_loss: 0.0311996 | Time: 2493.85 ms [2022-04-11 04:08:49 main:574] : INFO : Epoch 1970 | loss: 0.0311773 | val_loss: 0.0311944 | Time: 2486.72 ms [2022-04-11 04:08:51 main:574] : INFO : Epoch 1971 | loss: 0.0311758 | val_loss: 0.0311974 | Time: 2489.77 ms [2022-04-11 04:08:54 main:574] : INFO : Epoch 1972 | loss: 0.0311758 | val_loss: 0.0311957 | Time: 2488.71 ms [2022-04-11 04:08:56 main:574] : INFO : Epoch 1973 | loss: 0.031176 | val_loss: 0.0311959 | Time: 2489.7 ms [2022-04-11 04:08:59 main:574] : INFO : Epoch 1974 | loss: 0.0311759 | val_loss: 0.0311985 | Time: 2487.96 ms [2022-04-11 04:09:01 main:574] : INFO : Epoch 1975 | loss: 0.0311743 | val_loss: 0.0311994 | Time: 2489.69 ms [2022-04-11 04:09:04 main:574] : INFO : Epoch 1976 | loss: 0.0311748 | val_loss: 0.0311965 | Time: 2483.87 ms [2022-04-11 04:09:06 main:574] : INFO : Epoch 1977 | loss: 0.0311741 | val_loss: 0.0311978 | Time: 2496.11 ms [2022-04-11 04:09:09 main:574] : INFO : Epoch 1978 | loss: 0.0311746 | val_loss: 0.0311971 | Time: 2486.71 ms [2022-04-11 04:09:12 main:574] : INFO : Epoch 1979 | loss: 0.0311735 | val_loss: 0.0311972 | Time: 2489.55 ms [2022-04-11 04:09:14 main:574] : INFO : Epoch 1980 | loss: 0.0311736 | val_loss: 0.0311974 | Time: 2479.95 ms [2022-04-11 04:09:17 main:574] : INFO : Epoch 1981 | loss: 0.0311728 | val_loss: 0.0311967 | Time: 2494.22 ms [2022-04-11 04:09:19 main:574] : INFO : Epoch 1982 | loss: 0.0311743 | val_loss: 0.0312002 | Time: 2494.08 ms [2022-04-11 04:09:22 main:574] : INFO : Epoch 1983 | loss: 0.0311743 | val_loss: 0.0311979 | Time: 2481.35 ms [2022-04-11 04:09:24 main:574] : INFO : Epoch 1984 | loss: 0.0311735 | val_loss: 0.0311977 | Time: 2483.48 ms [2022-04-11 04:09:27 main:574] : INFO : Epoch 1985 | loss: 0.0311737 | val_loss: 0.0311981 | Time: 2490.97 ms [2022-04-11 04:09:29 main:574] : INFO : Epoch 1986 | loss: 0.0311742 | val_loss: 0.0311972 | Time: 2483.34 ms [2022-04-11 04:09:32 main:574] : INFO : Epoch 1987 | loss: 0.031174 | val_loss: 0.031197 | Time: 2486.91 ms [2022-04-11 04:09:34 main:574] : INFO : Epoch 1988 | loss: 0.0311729 | val_loss: 0.0311989 | Time: 2483.67 ms [2022-04-11 04:09:37 main:574] : INFO : Epoch 1989 | loss: 0.0311736 | val_loss: 0.0311979 | Time: 2488.42 ms [2022-04-11 04:09:39 main:574] : INFO : Epoch 1990 | loss: 0.0311725 | val_loss: 0.0311999 | Time: 2488.66 ms [2022-04-11 04:09:42 main:574] : INFO : Epoch 1991 | loss: 0.0311728 | val_loss: 0.0311978 | Time: 2492.43 ms [2022-04-11 04:09:44 main:574] : INFO : Epoch 1992 | loss: 0.0311737 | val_loss: 0.0311985 | Time: 2482.87 ms [2022-04-11 04:09:47 main:574] : INFO : Epoch 1993 | loss: 0.0311757 | val_loss: 0.031206 | Time: 2494.92 ms [2022-04-11 04:09:50 main:574] : INFO : Epoch 1994 | loss: 0.0311759 | val_loss: 0.0311965 | Time: 2486.91 ms [2022-04-11 04:09:52 main:574] : INFO : Epoch 1995 | loss: 0.0311776 | val_loss: 0.0311947 | Time: 2491.25 ms [2022-04-11 04:09:55 main:574] : INFO : Epoch 1996 | loss: 0.0311755 | val_loss: 0.0311969 | Time: 2487.02 ms [2022-04-11 04:09:57 main:574] : INFO : Epoch 1997 | loss: 0.0311761 | val_loss: 0.0311955 | Time: 2488.47 ms [2022-04-11 04:10:00 main:574] : INFO : Epoch 1998 | loss: 0.0311749 | val_loss: 0.0311927 | Time: 2490.8 ms [2022-04-11 04:10:02 main:574] : INFO : Epoch 1999 | loss: 0.0311738 | val_loss: 0.0311932 | Time: 2489.91 ms [2022-04-11 04:10:05 main:574] : INFO : Epoch 2000 | loss: 0.0311738 | val_loss: 0.0311927 | Time: 2487.83 ms [2022-04-11 04:10:07 main:574] : INFO : Epoch 2001 | loss: 0.0311744 | val_loss: 0.0311959 | Time: 2495.56 ms [2022-04-11 04:10:10 main:574] : INFO : Epoch 2002 | loss: 0.031174 | val_loss: 0.0311926 | Time: 2489.48 ms [2022-04-11 04:10:12 main:574] : INFO : Epoch 2003 | loss: 0.0311733 | val_loss: 0.0311938 | Time: 2485.94 ms [2022-04-11 04:10:15 main:574] : INFO : Epoch 2004 | loss: 0.0311726 | val_loss: 0.0311924 | Time: 2486.83 ms [2022-04-11 04:10:17 main:574] : INFO : Epoch 2005 | loss: 0.031172 | val_loss: 0.0311942 | Time: 2488.95 ms [2022-04-11 04:10:20 main:574] : INFO : Epoch 2006 | loss: 0.0311732 | val_loss: 0.0311942 | Time: 2486.37 ms [2022-04-11 04:10:22 main:574] : INFO : Epoch 2007 | loss: 0.0311723 | val_loss: 0.0311957 | Time: 2484.84 ms [2022-04-11 04:10:25 main:574] : INFO : Epoch 2008 | loss: 0.0311718 | val_loss: 0.0311942 | Time: 2488.13 ms [2022-04-11 04:10:27 main:574] : INFO : Epoch 2009 | loss: 0.0311735 | val_loss: 0.0311951 | Time: 2490.72 ms [2022-04-11 04:10:30 main:574] : INFO : Epoch 2010 | loss: 0.0311753 | val_loss: 0.0311959 | Time: 2483.89 ms [2022-04-11 04:10:33 main:574] : INFO : Epoch 2011 | loss: 0.0311746 | val_loss: 0.0311946 | Time: 2488.52 ms [2022-04-11 04:10:35 main:574] : INFO : Epoch 2012 | loss: 0.0311738 | val_loss: 0.0311936 | Time: 2482.55 ms [2022-04-11 04:10:38 main:574] : INFO : Epoch 2013 | loss: 0.031174 | val_loss: 0.0311933 | Time: 2487.33 ms [2022-04-11 04:10:40 main:574] : INFO : Epoch 2014 | loss: 0.031174 | val_loss: 0.0311946 | Time: 2481.13 ms [2022-04-11 04:10:43 main:574] : INFO : Epoch 2015 | loss: 0.0311734 | val_loss: 0.031193 | Time: 2489.1 ms [2022-04-11 04:10:45 main:574] : INFO : Epoch 2016 | loss: 0.0311726 | val_loss: 0.0311955 | Time: 2484.41 ms [2022-04-11 04:10:48 main:574] : INFO : Epoch 2017 | loss: 0.0311728 | val_loss: 0.0311918 | Time: 2487.58 ms [2022-04-11 04:10:50 main:574] : INFO : Epoch 2018 | loss: 0.0311728 | val_loss: 0.0311942 | Time: 2490.4 ms [2022-04-11 04:10:53 main:574] : INFO : Epoch 2019 | loss: 0.031173 | val_loss: 0.0311973 | Time: 2485.95 ms [2022-04-11 04:10:55 main:574] : INFO : Epoch 2020 | loss: 0.0311773 | val_loss: 0.0312004 | Time: 2490.84 ms [2022-04-11 04:10:58 main:574] : INFO : Epoch 2021 | loss: 0.0311765 | val_loss: 0.0311954 | Time: 2491.65 ms [2022-04-11 04:11:00 main:574] : INFO : Epoch 2022 | loss: 0.0311737 | val_loss: 0.0311938 | Time: 2487.72 ms [2022-04-11 04:11:03 main:574] : INFO : Epoch 2023 | loss: 0.0311732 | val_loss: 0.0311942 | Time: 2485.45 ms [2022-04-11 04:11:05 main:574] : INFO : Epoch 2024 | loss: 0.0311725 | val_loss: 0.0311993 | Time: 2490.28 ms [2022-04-11 04:11:08 main:574] : INFO : Epoch 2025 | loss: 0.0311717 | val_loss: 0.0311952 | Time: 2491.86 ms [2022-04-11 04:11:10 main:574] : INFO : Epoch 2026 | loss: 0.031173 | val_loss: 0.0311941 | Time: 2488.09 ms [2022-04-11 04:11:13 main:574] : INFO : Epoch 2027 | loss: 0.031178 | val_loss: 0.0311944 | Time: 2490.44 ms [2022-04-11 04:11:16 main:574] : INFO : Epoch 2028 | loss: 0.0311771 | val_loss: 0.0311952 | Time: 2486.11 ms [2022-04-11 04:11:18 main:574] : INFO : Epoch 2029 | loss: 0.0311771 | val_loss: 0.0311928 | Time: 2491.2 ms [2022-04-11 04:11:21 main:574] : INFO : Epoch 2030 | loss: 0.031175 | val_loss: 0.0311937 | Time: 2484.49 ms [2022-04-11 04:11:23 main:574] : INFO : Epoch 2031 | loss: 0.031175 | val_loss: 0.0311945 | Time: 2483.79 ms [2022-04-11 04:11:26 main:574] : INFO : Epoch 2032 | loss: 0.0311776 | val_loss: 0.0312045 | Time: 2485.15 ms [2022-04-11 04:11:28 main:574] : INFO : Epoch 2033 | loss: 0.0311803 | val_loss: 0.0311972 | Time: 2490.18 ms [2022-04-11 04:11:31 main:574] : INFO : Epoch 2034 | loss: 0.0311779 | val_loss: 0.0311943 | Time: 2483.2 ms [2022-04-11 04:11:33 main:574] : INFO : Epoch 2035 | loss: 0.0311748 | val_loss: 0.0311972 | Time: 2481.19 ms [2022-04-11 04:11:36 main:574] : INFO : Epoch 2036 | loss: 0.031174 | val_loss: 0.0311938 | Time: 2483.18 ms [2022-04-11 04:11:38 main:574] : INFO : Epoch 2037 | loss: 0.0311735 | val_loss: 0.0311983 | Time: 2492.67 ms [2022-04-11 04:11:41 main:574] : INFO : Epoch 2038 | loss: 0.0311736 | val_loss: 0.0311949 | Time: 2493.7 ms [2022-04-11 04:11:43 main:574] : INFO : Epoch 2039 | loss: 0.031172 | val_loss: 0.0311944 | Time: 2493.74 ms [2022-04-11 04:11:46 main:574] : INFO : Epoch 2040 | loss: 0.0311727 | val_loss: 0.0311953 | Time: 2485.19 ms [2022-04-11 04:11:48 main:574] : INFO : Epoch 2041 | loss: 0.0311721 | val_loss: 0.0311957 | Time: 2494.38 ms [2022-04-11 04:11:51 main:574] : INFO : Epoch 2042 | loss: 0.031171 | val_loss: 0.0311956 | Time: 2493.02 ms [2022-04-11 04:11:54 main:574] : INFO : Epoch 2043 | loss: 0.0311713 | val_loss: 0.0311967 | Time: 2489.94 ms [2022-04-11 04:11:56 main:574] : INFO : Epoch 2044 | loss: 0.0311735 | val_loss: 0.0311946 | Time: 2485.79 ms [2022-04-11 04:11:59 main:574] : INFO : Epoch 2045 | loss: 0.0311718 | val_loss: 0.0311941 | Time: 2493.32 ms [2022-04-11 04:12:01 main:574] : INFO : Epoch 2046 | loss: 0.0311755 | val_loss: 0.0311936 | Time: 2489.99 ms [2022-04-11 04:12:04 main:574] : INFO : Epoch 2047 | loss: 0.0311741 | val_loss: 0.0311971 | Time: 2485.28 ms [2022-04-11 04:12:06 main:574] : INFO : Epoch 2048 | loss: 0.031172 | val_loss: 0.0311946 | Time: 2483 ms [2022-04-11 04:12:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311946 [2022-04-11 04:12:06 main:603] : INFO : Saving end state to config to file [2022-04-11 04:12:06 main:608] : INFO : Success, exiting.. 04:12:06 (16476): 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)