Task 12444245
| Name | ParityModified-1645996689-15887-2-0_0 |
| Workunit | 9612163 |
| Created | 3 Mar 2022, 9:39:10 UTC |
| Sent | 7 Mar 2022, 9:42:52 UTC |
| Report deadline | 15 Mar 2022, 9:42:52 UTC |
| Received | 7 Mar 2022, 12:43:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 11 sec |
| CPU time | 1 hours 12 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311812 | val_loss: 0.03119 | Time: 2160.39 ms
[2022-03-07 05:24:34 main:574] : INFO : Epoch 1543 | loss: 0.0311802 | val_loss: 0.0311895 | Time: 2163.39 ms
[2022-03-07 05:24:36 main:574] : INFO : Epoch 1544 | loss: 0.0311807 | val_loss: 0.0311896 | Time: 2162.49 ms
[2022-03-07 05:24:38 main:574] : INFO : Epoch 1545 | loss: 0.0311808 | val_loss: 0.0311892 | Time: 2172.98 ms
[2022-03-07 05:24:40 main:574] : INFO : Epoch 1546 | loss: 0.0311822 | val_loss: 0.0311915 | Time: 2160.01 ms
[2022-03-07 05:24:42 main:574] : INFO : Epoch 1547 | loss: 0.031182 | val_loss: 0.031192 | Time: 2159 ms
[2022-03-07 05:24:44 main:574] : INFO : Epoch 1548 | loss: 0.0311802 | val_loss: 0.0311881 | Time: 2164.84 ms
[2022-03-07 05:24:47 main:574] : INFO : Epoch 1549 | loss: 0.0311796 | val_loss: 0.0311918 | Time: 2163.84 ms
[2022-03-07 05:24:49 main:574] : INFO : Epoch 1550 | loss: 0.0311826 | val_loss: 0.03119 | Time: 2160.07 ms
[2022-03-07 05:24:51 main:574] : INFO : Epoch 1551 | loss: 0.0311806 | val_loss: 0.0311896 | Time: 2160.62 ms
[2022-03-07 05:24:53 main:574] : INFO : Epoch 1552 | loss: 0.0311793 | val_loss: 0.0311887 | Time: 2160.31 ms
[2022-03-07 05:24:55 main:574] : INFO : Epoch 1553 | loss: 0.0311817 | val_loss: 0.0311895 | Time: 2163.82 ms
[2022-03-07 05:24:58 main:574] : INFO : Epoch 1554 | loss: 0.0311815 | val_loss: 0.0311932 | Time: 2160.01 ms
[2022-03-07 05:25:00 main:574] : INFO : Epoch 1555 | loss: 0.0311832 | val_loss: 0.0311918 | Time: 2161.35 ms
[2022-03-07 05:25:02 main:574] : INFO : Epoch 1556 | loss: 0.0311804 | val_loss: 0.0311931 | Time: 2160.33 ms
[2022-03-07 05:25:04 main:574] : INFO : Epoch 1557 | loss: 0.0311829 | val_loss: 0.0311917 | Time: 2159.68 ms
[2022-03-07 05:25:06 main:574] : INFO : Epoch 1558 | loss: 0.0311822 | val_loss: 0.0311954 | Time: 2158.74 ms
[2022-03-07 05:25:08 main:574] : INFO : Epoch 1559 | loss: 0.0311855 | val_loss: 0.0311893 | Time: 2158.92 ms
[2022-03-07 05:25:11 main:574] : INFO : Epoch 1560 | loss: 0.0311792 | val_loss: 0.03119 | Time: 2162.25 ms
[2022-03-07 05:25:13 main:574] : INFO : Epoch 1561 | loss: 0.0311811 | val_loss: 0.0312033 | Time: 2160.21 ms
[2022-03-07 05:25:15 main:574] : INFO : Epoch 1562 | loss: 0.0311801 | val_loss: 0.0311888 | Time: 2161.32 ms
[2022-03-07 05:25:17 main:574] : INFO : Epoch 1563 | loss: 0.031179 | val_loss: 0.0311985 | Time: 2160.92 ms
[2022-03-07 05:25:19 main:574] : INFO : Epoch 1564 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 2162.32 ms
[2022-03-07 05:25:21 main:574] : INFO : Epoch 1565 | loss: 0.0311798 | val_loss: 0.0311909 | Time: 2161.9 ms
[2022-03-07 05:25:24 main:574] : INFO : Epoch 1566 | loss: 0.031181 | val_loss: 0.0311892 | Time: 2164.72 ms
[2022-03-07 05:25:26 main:574] : INFO : Epoch 1567 | loss: 0.0311787 | val_loss: 0.0311923 | Time: 2158.5 ms
[2022-03-07 05:25:28 main:574] : INFO : Epoch 1568 | loss: 0.0311851 | val_loss: 0.0311934 | Time: 2160.61 ms
[2022-03-07 05:25:30 main:574] : INFO : Epoch 1569 | loss: 0.03118 | val_loss: 0.0311912 | Time: 2160.38 ms
[2022-03-07 05:25:32 main:574] : INFO : Epoch 1570 | loss: 0.0311812 | val_loss: 0.0311919 | Time: 2159.73 ms
[2022-03-07 05:25:34 main:574] : INFO : Epoch 1571 | loss: 0.0311787 | val_loss: 0.0311906 | Time: 2159.4 ms
[2022-03-07 05:25:37 main:574] : INFO : Epoch 1572 | loss: 0.0311785 | val_loss: 0.0311918 | Time: 2160.56 ms
[2022-03-07 05:25:39 main:574] : INFO : Epoch 1573 | loss: 0.0311792 | val_loss: 0.0311905 | Time: 2166.2 ms
[2022-03-07 05:25:41 main:574] : INFO : Epoch 1574 | loss: 0.0311794 | val_loss: 0.0311928 | Time: 2159.5 ms
[2022-03-07 05:25:43 main:574] : INFO : Epoch 1575 | loss: 0.0311782 | val_loss: 0.0311884 | Time: 2161.08 ms
[2022-03-07 05:25:45 main:574] : INFO : Epoch 1576 | loss: 0.0311789 | val_loss: 0.031191 | Time: 2162.8 ms
[2022-03-07 05:25:47 main:574] : INFO : Epoch 1577 | loss: 0.0311786 | val_loss: 0.031191 | Time: 2161.84 ms
[2022-03-07 05:25:50 main:574] : INFO : Epoch 1578 | loss: 0.0311782 | val_loss: 0.0311892 | Time: 2160.73 ms
[2022-03-07 05:25:52 main:574] : INFO : Epoch 1579 | loss: 0.0311786 | val_loss: 0.0311893 | Time: 2160.51 ms
[2022-03-07 05:25:54 main:574] : INFO : Epoch 1580 | loss: 0.0311786 | val_loss: 0.0311939 | Time: 2160.12 ms
[2022-03-07 05:25:56 main:574] : INFO : Epoch 1581 | loss: 0.031178 | val_loss: 0.0311889 | Time: 2160.01 ms
[2022-03-07 05:25:58 main:574] : INFO : Epoch 1582 | loss: 0.0311775 | val_loss: 0.0311887 | Time: 2160.04 ms
[2022-03-07 05:26:00 main:574] : INFO : Epoch 1583 | loss: 0.0311779 | val_loss: 0.0311898 | Time: 2160.31 ms
[2022-03-07 05:26:03 main:574] : INFO : Epoch 1584 | loss: 0.031181 | val_loss: 0.0311897 | Time: 2158.74 ms
[2022-03-07 05:26:05 main:574] : INFO : Epoch 1585 | loss: 0.0311798 | val_loss: 0.0311892 | Time: 2159.16 ms
[2022-03-07 05:26:07 main:574] : INFO : Epoch 1586 | loss: 0.0311792 | val_loss: 0.0311902 | Time: 2159.82 ms
[2022-03-07 05:26:09 main:574] : INFO : Epoch 1587 | loss: 0.0311788 | val_loss: 0.0311918 | Time: 2160.89 ms
[2022-03-07 05:26:11 main:574] : INFO : Epoch 1588 | loss: 0.0311826 | val_loss: 0.0311898 | Time: 2160.48 ms
[2022-03-07 05:26:13 main:574] : INFO : Epoch 1589 | loss: 0.0311833 | val_loss: 0.0311943 | Time: 2164.1 ms
[2022-03-07 05:26:15 main:574] : INFO : Epoch 1590 | loss: 0.0311825 | val_loss: 0.0311926 | Time: 2160.12 ms
[2022-03-07 05:26:18 main:574] : INFO : Epoch 1591 | loss: 0.0311803 | val_loss: 0.0311903 | Time: 2161.66 ms
[2022-03-07 05:26:20 main:574] : INFO : Epoch 1592 | loss: 0.0311779 | val_loss: 0.0311897 | Time: 2160.77 ms
[2022-03-07 05:26:22 main:574] : INFO : Epoch 1593 | loss: 0.0311785 | val_loss: 0.0311899 | Time: 2163.25 ms
[2022-03-07 05:26:24 main:574] : INFO : Epoch 1594 | loss: 0.0311821 | val_loss: 0.0311907 | Time: 2160.59 ms
[2022-03-07 05:26:26 main:574] : INFO : Epoch 1595 | loss: 0.0311816 | val_loss: 0.0311893 | Time: 2163.35 ms
[2022-03-07 05:26:28 main:574] : INFO : Epoch 1596 | loss: 0.0311806 | val_loss: 0.03119 | Time: 2160.92 ms
[2022-03-07 05:26:31 main:574] : INFO : Epoch 1597 | loss: 0.0311807 | val_loss: 0.0311912 | Time: 2162.64 ms
[2022-03-07 05:26:33 main:574] : INFO : Epoch 1598 | loss: 0.0311822 | val_loss: 0.0311948 | Time: 2159.67 ms
[2022-03-07 05:26:35 main:574] : INFO : Epoch 1599 | loss: 0.0311825 | val_loss: 0.0311923 | Time: 2159.23 ms
[2022-03-07 05:26:37 main:574] : INFO : Epoch 1600 | loss: 0.0311817 | val_loss: 0.0311918 | Time: 2159.05 ms
[2022-03-07 05:26:39 main:574] : INFO : Epoch 1601 | loss: 0.0311801 | val_loss: 0.0311919 | Time: 2159.27 ms
[2022-03-07 05:26:41 main:574] : INFO : Epoch 1602 | loss: 0.031178 | val_loss: 0.0311903 | Time: 2159.61 ms
[2022-03-07 05:26:44 main:574] : INFO : Epoch 1603 | loss: 0.0311782 | val_loss: 0.0311904 | Time: 2159.19 ms
[2022-03-07 05:26:46 main:574] : INFO : Epoch 1604 | loss: 0.0311818 | val_loss: 0.0311927 | Time: 2159.76 ms
[2022-03-07 05:26:48 main:574] : INFO : Epoch 1605 | loss: 0.0311862 | val_loss: 0.0311992 | Time: 2159.37 ms
[2022-03-07 05:26:50 main:574] : INFO : Epoch 1606 | loss: 0.0311849 | val_loss: 0.0311923 | Time: 2160.01 ms
[2022-03-07 05:26:52 main:574] : INFO : Epoch 1607 | loss: 0.031178 | val_loss: 0.0311887 | Time: 2160.25 ms
[2022-03-07 05:26:54 main:574] : INFO : Epoch 1608 | loss: 0.0311773 | val_loss: 0.0311885 | Time: 2163.5 ms
[2022-03-07 05:26:57 main:574] : INFO : Epoch 1609 | loss: 0.0311798 | val_loss: 0.0311959 | Time: 2160.65 ms
[2022-03-07 05:26:59 main:574] : INFO : Epoch 1610 | loss: 0.0311795 | val_loss: 0.0311995 | Time: 2161.01 ms
[2022-03-07 05:27:01 main:574] : INFO : Epoch 1611 | loss: 0.0311797 | val_loss: 0.0311897 | Time: 2159.9 ms
[2022-03-07 05:27:03 main:574] : INFO : Epoch 1612 | loss: 0.0311773 | val_loss: 0.0311921 | Time: 2159.83 ms
[2022-03-07 05:27:05 main:574] : INFO : Epoch 1613 | loss: 0.0311786 | val_loss: 0.0311889 | Time: 2162.86 ms
[2022-03-07 05:27:07 main:574] : INFO : Epoch 1614 | loss: 0.0311769 | val_loss: 0.0311901 | Time: 2160.55 ms
[2022-03-07 05:27:10 main:574] : INFO : Epoch 1615 | loss: 0.0311791 | val_loss: 0.0311895 | Time: 2161.9 ms
[2022-03-07 05:27:12 main:574] : INFO : Epoch 1616 | loss: 0.0311783 | val_loss: 0.0311911 | Time: 2160.06 ms
[2022-03-07 05:27:14 main:574] : INFO : Epoch 1617 | loss: 0.0311776 | val_loss: 0.0311895 | Time: 2159.73 ms
[2022-03-07 05:27:16 main:574] : INFO : Epoch 1618 | loss: 0.03118 | val_loss: 0.0311951 | Time: 2156.4 ms
[2022-03-07 05:27:18 main:574] : INFO : Epoch 1619 | loss: 0.031179 | val_loss: 0.0311887 | Time: 2160.78 ms
[2022-03-07 05:27:20 main:574] : INFO : Epoch 1620 | loss: 0.031178 | val_loss: 0.0311916 | Time: 2161.89 ms
[2022-03-07 05:27:23 main:574] : INFO : Epoch 1621 | loss: 0.0311775 | val_loss: 0.0311893 | Time: 2159.21 ms
[2022-03-07 05:27:25 main:574] : INFO : Epoch 1622 | loss: 0.031179 | val_loss: 0.031189 | Time: 2161 ms
[2022-03-07 05:27:27 main:574] : INFO : Epoch 1623 | loss: 0.0311795 | val_loss: 0.0311931 | Time: 2159.73 ms
[2022-03-07 05:27:29 main:574] : INFO : Epoch 1624 | loss: 0.0311778 | val_loss: 0.0311897 | Time: 2164.13 ms
[2022-03-07 05:27:31 main:574] : INFO : Epoch 1625 | loss: 0.0311769 | val_loss: 0.0311919 | Time: 2161.14 ms
[2022-03-07 05:27:33 main:574] : INFO : Epoch 1626 | loss: 0.0311782 | val_loss: 0.0311904 | Time: 2162.32 ms
[2022-03-07 05:27:36 main:574] : INFO : Epoch 1627 | loss: 0.0311766 | val_loss: 0.0311904 | Time: 2161.23 ms
[2022-03-07 05:27:38 main:574] : INFO : Epoch 1628 | loss: 0.0311767 | val_loss: 0.0311966 | Time: 2159.13 ms
[2022-03-07 05:27:40 main:574] : INFO : Epoch 1629 | loss: 0.0311792 | val_loss: 0.0311892 | Time: 2159.36 ms
[2022-03-07 05:27:42 main:574] : INFO : Epoch 1630 | loss: 0.0311758 | val_loss: 0.0311933 | Time: 2158.38 ms
[2022-03-07 05:27:44 main:574] : INFO : Epoch 1631 | loss: 0.0311766 | val_loss: 0.0311886 | Time: 2159.84 ms
[2022-03-07 05:27:46 main:574] : INFO : Epoch 1632 | loss: 0.0311768 | val_loss: 0.0311945 | Time: 2160.04 ms
[2022-03-07 05:27:48 main:574] : INFO : Epoch 1633 | loss: 0.0311779 | val_loss: 0.0311879 | Time: 2158.58 ms
[2022-03-07 05:27:51 main:574] : INFO : Epoch 1634 | loss: 0.0311773 | val_loss: 0.03119 | Time: 2158.9 ms
[2022-03-07 05:27:53 main:574] : INFO : Epoch 1635 | loss: 0.0311755 | val_loss: 0.031189 | Time: 2160.73 ms
[2022-03-07 05:27:55 main:574] : INFO : Epoch 1636 | loss: 0.0311756 | val_loss: 0.0311899 | Time: 2161.34 ms
[2022-03-07 05:27:57 main:574] : INFO : Epoch 1637 | loss: 0.0311783 | val_loss: 0.0311962 | Time: 2159.68 ms
[2022-03-07 05:27:59 main:574] : INFO : Epoch 1638 | loss: 0.03118 | val_loss: 0.0311927 | Time: 2159.33 ms
[2022-03-07 05:28:01 main:574] : INFO : Epoch 1639 | loss: 0.0311797 | val_loss: 0.0311911 | Time: 2163.74 ms
[2022-03-07 05:28:04 main:574] : INFO : Epoch 1640 | loss: 0.0311777 | val_loss: 0.0311922 | Time: 2160.48 ms
[2022-03-07 05:28:06 main:574] : INFO : Epoch 1641 | loss: 0.0311779 | val_loss: 0.0311892 | Time: 2162.22 ms
[2022-03-07 05:28:08 main:574] : INFO : Epoch 1642 | loss: 0.0311773 | val_loss: 0.0311924 | Time: 2162.42 ms
[2022-03-07 05:28:10 main:574] : INFO : Epoch 1643 | loss: 0.0311769 | val_loss: 0.0311942 | Time: 2162.34 ms
[2022-03-07 05:28:12 main:574] : INFO : Epoch 1644 | loss: 0.0311782 | val_loss: 0.03119 | Time: 2160.76 ms
[2022-03-07 05:28:14 main:574] : INFO : Epoch 1645 | loss: 0.0311798 | val_loss: 0.0311905 | Time: 2159.88 ms
[2022-03-07 05:28:17 main:574] : INFO : Epoch 1646 | loss: 0.0311791 | val_loss: 0.0311907 | Time: 2158.59 ms
[2022-03-07 05:28:19 main:574] : INFO : Epoch 1647 | loss: 0.0311789 | val_loss: 0.0311895 | Time: 2161.68 ms
[2022-03-07 05:28:21 main:574] : INFO : Epoch 1648 | loss: 0.0311772 | val_loss: 0.031191 | Time: 2163.56 ms
[2022-03-07 05:28:23 main:574] : INFO : Epoch 1649 | loss: 0.0311784 | val_loss: 0.0311877 | Time: 2162.58 ms
[2022-03-07 05:28:25 main:574] : INFO : Epoch 1650 | loss: 0.0311758 | val_loss: 0.0311882 | Time: 2160.52 ms
[2022-03-07 05:28:27 main:574] : INFO : Epoch 1651 | loss: 0.031179 | val_loss: 0.0311955 | Time: 2164.14 ms
[2022-03-07 05:28:30 main:574] : INFO : Epoch 1652 | loss: 0.0311793 | val_loss: 0.0311867 | Time: 2166.29 ms
[2022-03-07 05:28:32 main:574] : INFO : Epoch 1653 | loss: 0.0311793 | val_loss: 0.0311894 | Time: 2159.19 ms
[2022-03-07 05:28:34 main:574] : INFO : Epoch 1654 | loss: 0.0311763 | val_loss: 0.0311909 | Time: 2160.91 ms
[2022-03-07 05:28:36 main:574] : INFO : Epoch 1655 | loss: 0.0311789 | val_loss: 0.0311886 | Time: 2159.33 ms
[2022-03-07 05:28:38 main:574] : INFO : Epoch 1656 | loss: 0.0311767 | val_loss: 0.0311933 | Time: 2161.9 ms
[2022-03-07 05:28:40 main:574] : INFO : Epoch 1657 | loss: 0.031176 | val_loss: 0.0311899 | Time: 2164.16 ms
[2022-03-07 05:28:43 main:574] : INFO : Epoch 1658 | loss: 0.0311775 | val_loss: 0.03119 | Time: 2158.94 ms
[2022-03-07 05:28:45 main:574] : INFO : Epoch 1659 | loss: 0.031175 | val_loss: 0.0311939 | Time: 2160.59 ms
[2022-03-07 05:28:47 main:574] : INFO : Epoch 1660 | loss: 0.0311754 | val_loss: 0.0311889 | Time: 2160.88 ms
[2022-03-07 05:28:49 main:574] : INFO : Epoch 1661 | loss: 0.0311751 | val_loss: 0.0311897 | Time: 2161.02 ms
[2022-03-07 05:28:51 main:574] : INFO : Epoch 1662 | loss: 0.0311738 | val_loss: 0.0311897 | Time: 2162.67 ms
[2022-03-07 05:28:53 main:574] : INFO : Epoch 1663 | loss: 0.0311746 | val_loss: 0.0311877 | Time: 2162.98 ms
[2022-03-07 05:28:56 main:574] : INFO : Epoch 1664 | loss: 0.0311737 | val_loss: 0.0311906 | Time: 2160.85 ms
[2022-03-07 05:28:58 main:574] : INFO : Epoch 1665 | loss: 0.0311739 | val_loss: 0.0311917 | Time: 2160.16 ms
[2022-03-07 05:29:00 main:574] : INFO : Epoch 1666 | loss: 0.0311748 | val_loss: 0.0311924 | Time: 2166.77 ms
[2022-03-07 05:29:02 main:574] : INFO : Epoch 1667 | loss: 0.0311768 | val_loss: 0.0311902 | Time: 2163.14 ms
[2022-03-07 05:29:04 main:574] : INFO : Epoch 1668 | loss: 0.031175 | val_loss: 0.0311934 | Time: 2163.02 ms
[2022-03-07 05:29:06 main:574] : INFO : Epoch 1669 | loss: 0.0311753 | val_loss: 0.0311896 | Time: 2163.75 ms
[2022-03-07 05:29:09 main:574] : INFO : Epoch 1670 | loss: 0.0311757 | val_loss: 0.0311908 | Time: 2163.37 ms
[2022-03-07 05:29:11 main:574] : INFO : Epoch 1671 | loss: 0.0311759 | val_loss: 0.0311896 | Time: 2162.19 ms
[2022-03-07 05:29:13 main:574] : INFO : Epoch 1672 | loss: 0.0311756 | val_loss: 0.0311903 | Time: 2161.45 ms
[2022-03-07 05:29:15 main:574] : INFO : Epoch 1673 | loss: 0.0311753 | val_loss: 0.0311882 | Time: 2161.47 ms
[2022-03-07 05:29:17 main:574] : INFO : Epoch 1674 | loss: 0.0311749 | val_loss: 0.0311936 | Time: 2159.89 ms
[2022-03-07 05:29:19 main:574] : INFO : Epoch 1675 | loss: 0.031175 | val_loss: 0.0311889 | Time: 2161.29 ms
[2022-03-07 05:29:22 main:574] : INFO : Epoch 1676 | loss: 0.0311739 | val_loss: 0.0311866 | Time: 2165.43 ms
[2022-03-07 05:29:24 main:574] : INFO : Epoch 1677 | loss: 0.0311744 | val_loss: 0.0311898 | Time: 2162.61 ms
[2022-03-07 05:29:26 main:574] : INFO : Epoch 1678 | loss: 0.031175 | val_loss: 0.0311891 | Time: 2159.92 ms
[2022-03-07 05:29:28 main:574] : INFO : Epoch 1679 | loss: 0.0311744 | val_loss: 0.0311876 | Time: 2159.84 ms
[2022-03-07 05:29:30 main:574] : INFO : Epoch 1680 | loss: 0.0311751 | val_loss: 0.0311887 | Time: 2162.59 ms
[2022-03-07 05:29:32 main:574] : INFO : Epoch 1681 | loss: 0.0311734 | val_loss: 0.0311882 | Time: 2160.99 ms
[2022-03-07 05:29:35 main:574] : INFO : Epoch 1682 | loss: 0.0311726 | val_loss: 0.0311889 | Time: 2161.94 ms
[2022-03-07 05:29:37 main:574] : INFO : Epoch 1683 | loss: 0.0311752 | val_loss: 0.0311961 | Time: 2162.18 ms
[2022-03-07 05:29:39 main:574] : INFO : Epoch 1684 | loss: 0.0311801 | val_loss: 0.0311899 | Time: 2159.53 ms
[2022-03-07 05:29:41 main:574] : INFO : Epoch 1685 | loss: 0.0311754 | val_loss: 0.0311902 | Time: 2160.31 ms
[2022-03-07 05:29:43 main:574] : INFO : Epoch 1686 | loss: 0.0311754 | val_loss: 0.0311873 | Time: 2162.94 ms
[2022-03-07 05:29:45 main:574] : INFO : Epoch 1687 | loss: 0.0311746 | val_loss: 0.0311898 | Time: 2161.6 ms
[2022-03-07 05:29:47 main:574] : INFO : Epoch 1688 | loss: 0.0311752 | val_loss: 0.0311865 | Time: 2161.23 ms
[2022-03-07 05:29:50 main:574] : INFO : Epoch 1689 | loss: 0.0311741 | val_loss: 0.0311887 | Time: 2160.21 ms
[2022-03-07 05:29:52 main:574] : INFO : Epoch 1690 | loss: 0.0311756 | val_loss: 0.0311876 | Time: 2160.73 ms
[2022-03-07 05:29:54 main:574] : INFO : Epoch 1691 | loss: 0.0311748 | val_loss: 0.0311865 | Time: 2164.31 ms
[2022-03-07 05:29:56 main:574] : INFO : Epoch 1692 | loss: 0.0311741 | val_loss: 0.0311945 | Time: 2165.17 ms
[2022-03-07 05:29:58 main:574] : INFO : Epoch 1693 | loss: 0.0311758 | val_loss: 0.0311886 | Time: 2162.59 ms
[2022-03-07 05:30:00 main:574] : INFO : Epoch 1694 | loss: 0.0311783 | val_loss: 0.031195 | Time: 2161.06 ms
[2022-03-07 05:30:03 main:574] : INFO : Epoch 1695 | loss: 0.0311793 | val_loss: 0.0311894 | Time: 2161.81 ms
[2022-03-07 05:30:05 main:574] : INFO : Epoch 1696 | loss: 0.031179 | val_loss: 0.0311978 | Time: 2161.16 ms
[2022-03-07 05:30:07 main:574] : INFO : Epoch 1697 | loss: 0.0311776 | val_loss: 0.0311884 | Time: 2159.37 ms
[2022-03-07 05:30:09 main:574] : INFO : Epoch 1698 | loss: 0.0311773 | val_loss: 0.0311893 | Time: 2162.75 ms
[2022-03-07 05:30:11 main:574] : INFO : Epoch 1699 | loss: 0.0311785 | val_loss: 0.031186 | Time: 2162.08 ms
[2022-03-07 05:30:13 main:574] : INFO : Epoch 1700 | loss: 0.0311774 | val_loss: 0.0311873 | Time: 2164.33 ms
[2022-03-07 05:30:16 main:574] : INFO : Epoch 1701 | loss: 0.0311778 | val_loss: 0.0311859 | Time: 2162.55 ms
[2022-03-07 05:30:18 main:574] : INFO : Epoch 1702 | loss: 0.031175 | val_loss: 0.0311902 | Time: 2160.57 ms
[2022-03-07 05:30:20 main:574] : INFO : Epoch 1703 | loss: 0.0311785 | val_loss: 0.0311977 | Time: 2160.59 ms
[2022-03-07 05:30:22 main:574] : INFO : Epoch 1704 | loss: 0.0311793 | val_loss: 0.0311876 | Time: 2162.82 ms
[2022-03-07 05:30:24 main:574] : INFO : Epoch 1705 | loss: 0.0311765 | val_loss: 0.0311863 | Time: 2160.48 ms
[2022-03-07 05:30:26 main:574] : INFO : Epoch 1706 | loss: 0.0311763 | val_loss: 0.0311866 | Time: 2160.08 ms
[2022-03-07 05:30:29 main:574] : INFO : Epoch 1707 | loss: 0.0311742 | val_loss: 0.0311877 | Time: 2161.98 ms
[2022-03-07 05:30:31 main:574] : INFO : Epoch 1708 | loss: 0.0311737 | val_loss: 0.0311877 | Time: 2160.57 ms
[2022-03-07 05:30:33 main:574] : INFO : Epoch 1709 | loss: 0.0311733 | val_loss: 0.0311894 | Time: 2159.73 ms
[2022-03-07 05:30:35 main:574] : INFO : Epoch 1710 | loss: 0.0311742 | val_loss: 0.0311875 | Time: 2163.42 ms
[2022-03-07 05:30:37 main:574] : INFO : Epoch 1711 | loss: 0.0311743 | val_loss: 0.0311889 | Time: 2164.07 ms
[2022-03-07 05:30:39 main:574] : INFO : Epoch 1712 | loss: 0.0311766 | val_loss: 0.0311891 | Time: 2160.12 ms
[2022-03-07 05:30:42 main:574] : INFO : Epoch 1713 | loss: 0.0311737 | val_loss: 0.0311867 | Time: 2164.81 ms
[2022-03-07 05:30:44 main:574] : INFO : Epoch 1714 | loss: 0.0311753 | val_loss: 0.0311879 | Time: 2161.56 ms
[2022-03-07 05:30:46 main:574] : INFO : Epoch 1715 | loss: 0.0311746 | val_loss: 0.0311902 | Time: 2161.85 ms
[2022-03-07 05:30:48 main:574] : INFO : Epoch 1716 | loss: 0.0311753 | val_loss: 0.0311883 | Time: 2162.25 ms
[2022-03-07 05:30:50 main:574] : INFO : Epoch 1717 | loss: 0.0311792 | val_loss: 0.0311886 | Time: 2164.28 ms
[2022-03-07 05:30:52 main:574] : INFO : Epoch 1718 | loss: 0.0311776 | val_loss: 0.0311904 | Time: 2162.78 ms
[2022-03-07 05:30:55 main:574] : INFO : Epoch 1719 | loss: 0.0311762 | val_loss: 0.0311881 | Time: 2166.52 ms
[2022-03-07 05:30:57 main:574] : INFO : Epoch 1720 | loss: 0.0311766 | val_loss: 0.0311865 | Time: 2166.23 ms
[2022-03-07 05:30:59 main:574] : INFO : Epoch 1721 | loss: 0.0311769 | val_loss: 0.0311879 | Time: 2164.56 ms
[2022-03-07 05:31:01 main:574] : INFO : Epoch 1722 | loss: 0.0311781 | val_loss: 0.0311943 | Time: 2160.97 ms
[2022-03-07 05:31:03 main:574] : INFO : Epoch 1723 | loss: 0.0311789 | val_loss: 0.0311941 | Time: 2163.05 ms
[2022-03-07 05:31:05 main:574] : INFO : Epoch 1724 | loss: 0.031176 | val_loss: 0.0311879 | Time: 2163.9 ms
[2022-03-07 05:31:08 main:574] : INFO : Epoch 1725 | loss: 0.0311755 | val_loss: 0.0311895 | Time: 2165.61 ms
[2022-03-07 05:31:10 main:574] : INFO : Epoch 1726 | loss: 0.0311744 | val_loss: 0.0311888 | Time: 2166.03 ms
[2022-03-07 05:31:12 main:574] : INFO : Epoch 1727 | loss: 0.0311756 | val_loss: 0.0311877 | Time: 2159.12 ms
[2022-03-07 05:31:14 main:574] : INFO : Epoch 1728 | loss: 0.0311758 | val_loss: 0.0311915 | Time: 2160.63 ms
[2022-03-07 05:31:16 main:574] : INFO : Epoch 1729 | loss: 0.0311762 | val_loss: 0.0311884 | Time: 2161.12 ms
[2022-03-07 05:31:18 main:574] : INFO : Epoch 1730 | loss: 0.0311768 | val_loss: 0.0311982 | Time: 2162.75 ms
[2022-03-07 05:31:21 main:574] : INFO : Epoch 1731 | loss: 0.031188 | val_loss: 0.0312047 | Time: 2159.75 ms
[2022-03-07 05:31:23 main:574] : INFO : Epoch 1732 | loss: 0.0311789 | val_loss: 0.0311884 | Time: 2159.43 ms
[2022-03-07 05:31:25 main:574] : INFO : Epoch 1733 | loss: 0.0311764 | val_loss: 0.0311904 | Time: 2158.89 ms
[2022-03-07 05:31:27 main:574] : INFO : Epoch 1734 | loss: 0.0311766 | val_loss: 0.0311932 | Time: 2159.32 ms
[2022-03-07 05:31:29 main:574] : INFO : Epoch 1735 | loss: 0.0311761 | val_loss: 0.0311891 | Time: 2159.31 ms
[2022-03-07 05:31:31 main:574] : INFO : Epoch 1736 | loss: 0.0311762 | val_loss: 0.0311875 | Time: 2164.29 ms
[2022-03-07 05:31:34 main:574] : INFO : Epoch 1737 | loss: 0.031175 | val_loss: 0.0311892 | Time: 2161.47 ms
[2022-03-07 05:31:36 main:574] : INFO : Epoch 1738 | loss: 0.0311761 | val_loss: 0.0311931 | Time: 2162.74 ms
[2022-03-07 05:31:38 main:574] : INFO : Epoch 1739 | loss: 0.0311781 | val_loss: 0.0311958 | Time: 2161.42 ms
[2022-03-07 05:31:40 main:574] : INFO : Epoch 1740 | loss: 0.031178 | val_loss: 0.03119 | Time: 2164.88 ms
[2022-03-07 05:31:42 main:574] : INFO : Epoch 1741 | loss: 0.0311757 | val_loss: 0.0311901 | Time: 2163.49 ms
[2022-03-07 05:31:44 main:574] : INFO : Epoch 1742 | loss: 0.0311729 | val_loss: 0.0311888 | Time: 2162.62 ms
[2022-03-07 05:31:47 main:574] : INFO : Epoch 1743 | loss: 0.0311729 | val_loss: 0.0311895 | Time: 2163.39 ms
[2022-03-07 05:31:49 main:574] : INFO : Epoch 1744 | loss: 0.0311743 | val_loss: 0.0311915 | Time: 2163.32 ms
[2022-03-07 05:31:51 main:574] : INFO : Epoch 1745 | loss: 0.031173 | val_loss: 0.0311888 | Time: 2160.54 ms
[2022-03-07 05:31:53 main:574] : INFO : Epoch 1746 | loss: 0.0311743 | val_loss: 0.0311886 | Time: 2160.99 ms
[2022-03-07 05:31:55 main:574] : INFO : Epoch 1747 | loss: 0.0311741 | val_loss: 0.0311892 | Time: 2160.09 ms
[2022-03-07 05:31:57 main:574] : INFO : Epoch 1748 | loss: 0.0311727 | val_loss: 0.0311895 | Time: 2161.94 ms
[2022-03-07 05:32:00 main:574] : INFO : Epoch 1749 | loss: 0.0311731 | val_loss: 0.0311892 | Time: 2162.92 ms
[2022-03-07 05:32:02 main:574] : INFO : Epoch 1750 | loss: 0.0311745 | val_loss: 0.0311934 | Time: 2161.69 ms
[2022-03-07 05:32:04 main:574] : INFO : Epoch 1751 | loss: 0.0311752 | val_loss: 0.0311893 | Time: 2160.38 ms
[2022-03-07 05:32:06 main:574] : INFO : Epoch 1752 | loss: 0.0311742 | val_loss: 0.0311907 | Time: 2160.76 ms
[2022-03-07 05:32:08 main:574] : INFO : Epoch 1753 | loss: 0.0311752 | val_loss: 0.0311894 | Time: 2158.59 ms
[2022-03-07 05:32:10 main:574] : INFO : Epoch 1754 | loss: 0.0311767 | val_loss: 0.0311901 | Time: 2159.99 ms
[2022-03-07 05:32:12 main:574] : INFO : Epoch 1755 | loss: 0.0311756 | val_loss: 0.0311884 | Time: 2161.23 ms
[2022-03-07 05:32:15 main:574] : INFO : Epoch 1756 | loss: 0.0311765 | val_loss: 0.0311898 | Time: 2162.08 ms
[2022-03-07 05:32:17 main:574] : INFO : Epoch 1757 | loss: 0.0311768 | val_loss: 0.0311915 | Time: 2159.44 ms
[2022-03-07 05:32:19 main:574] : INFO : Epoch 1758 | loss: 0.0311853 | val_loss: 0.0311972 | Time: 2162.64 ms
[2022-03-07 05:32:21 main:574] : INFO : Epoch 1759 | loss: 0.0311806 | val_loss: 0.0311909 | Time: 2159.44 ms
[2022-03-07 05:32:23 main:574] : INFO : Epoch 1760 | loss: 0.0311771 | val_loss: 0.0311915 | Time: 2162.42 ms
[2022-03-07 05:32:25 main:574] : INFO : Epoch 1761 | loss: 0.0311797 | val_loss: 0.0311965 | Time: 2162.53 ms
[2022-03-07 05:32:28 main:574] : INFO : Epoch 1762 | loss: 0.0311784 | val_loss: 0.0311972 | Time: 2162.28 ms
[2022-03-07 05:32:30 main:574] : INFO : Epoch 1763 | loss: 0.0311804 | val_loss: 0.031194 | Time: 2159.3 ms
[2022-03-07 05:32:32 main:574] : INFO : Epoch 1764 | loss: 0.0311795 | val_loss: 0.0311904 | Time: 2161.59 ms
[2022-03-07 05:32:34 main:574] : INFO : Epoch 1765 | loss: 0.0311799 | val_loss: 0.0311897 | Time: 2161.28 ms
[2022-03-07 05:32:36 main:574] : INFO : Epoch 1766 | loss: 0.0311772 | val_loss: 0.0311909 | Time: 2159.8 ms
[2022-03-07 05:32:38 main:574] : INFO : Epoch 1767 | loss: 0.0311796 | val_loss: 0.0311896 | Time: 2164.02 ms
[2022-03-07 05:32:41 main:574] : INFO : Epoch 1768 | loss: 0.0311805 | val_loss: 0.0311901 | Time: 2163.35 ms
[2022-03-07 05:32:43 main:574] : INFO : Epoch 1769 | loss: 0.0311788 | val_loss: 0.0311948 | Time: 2160.85 ms
[2022-03-07 05:32:45 main:574] : INFO : Epoch 1770 | loss: 0.0311776 | val_loss: 0.0311889 | Time: 2162.36 ms
[2022-03-07 05:32:47 main:574] : INFO : Epoch 1771 | loss: 0.031178 | val_loss: 0.0311936 | Time: 2163.48 ms
[2022-03-07 05:32:49 main:574] : INFO : Epoch 1772 | loss: 0.0311768 | val_loss: 0.0311906 | Time: 2162.36 ms
[2022-03-07 05:32:51 main:574] : INFO : Epoch 1773 | loss: 0.0311755 | val_loss: 0.0311889 | Time: 2161.64 ms
[2022-03-07 05:32:54 main:574] : INFO : Epoch 1774 | loss: 0.0311779 | val_loss: 0.0311927 | Time: 2165.07 ms
[2022-03-07 05:32:56 main:574] : INFO : Epoch 1775 | loss: 0.0311762 | val_loss: 0.0311921 | Time: 2164.65 ms
[2022-03-07 05:32:58 main:574] : INFO : Epoch 1776 | loss: 0.0311762 | val_loss: 0.0311898 | Time: 2162.24 ms
[2022-03-07 05:33:00 main:574] : INFO : Epoch 1777 | loss: 0.0311764 | val_loss: 0.0311885 | Time: 2160.99 ms
[2022-03-07 05:33:02 main:574] : INFO : Epoch 1778 | loss: 0.0311762 | val_loss: 0.03119 | Time: 2160.95 ms
[2022-03-07 05:33:04 main:574] : INFO : Epoch 1779 | loss: 0.0311763 | val_loss: 0.0311894 | Time: 2162.23 ms
[2022-03-07 05:33:07 main:574] : INFO : Epoch 1780 | loss: 0.0311767 | val_loss: 0.0311912 | Time: 2159.21 ms
[2022-03-07 05:33:09 main:574] : INFO : Epoch 1781 | loss: 0.0311769 | val_loss: 0.0311894 | Time: 2159.86 ms
[2022-03-07 05:33:11 main:574] : INFO : Epoch 1782 | loss: 0.031179 | val_loss: 0.0311897 | Time: 2161.71 ms
[2022-03-07 05:33:13 main:574] : INFO : Epoch 1783 | loss: 0.0311837 | val_loss: 0.0311934 | Time: 2160.29 ms
[2022-03-07 05:33:15 main:574] : INFO : Epoch 1784 | loss: 0.0311892 | val_loss: 0.0311935 | Time: 2160.69 ms
[2022-03-07 05:33:17 main:574] : INFO : Epoch 1785 | loss: 0.0311871 | val_loss: 0.031193 | Time: 2162.77 ms
[2022-03-07 05:33:20 main:574] : INFO : Epoch 1786 | loss: 0.0311866 | val_loss: 0.031191 | Time: 2163.06 ms
[2022-03-07 05:33:22 main:574] : INFO : Epoch 1787 | loss: 0.03119 | val_loss: 0.031198 | Time: 2165.49 ms
[2022-03-07 05:33:24 main:574] : INFO : Epoch 1788 | loss: 0.0311891 | val_loss: 0.0311959 | Time: 2164.68 ms
[2022-03-07 05:33:26 main:574] : INFO : Epoch 1789 | loss: 0.0311859 | val_loss: 0.0311911 | Time: 2160.24 ms
[2022-03-07 05:33:28 main:574] : INFO : Epoch 1790 | loss: 0.0311843 | val_loss: 0.0311926 | Time: 2161.16 ms
[2022-03-07 05:33:30 main:574] : INFO : Epoch 1791 | loss: 0.0311852 | val_loss: 0.0311928 | Time: 2160.53 ms
[2022-03-07 05:33:33 main:574] : INFO : Epoch 1792 | loss: 0.0311834 | val_loss: 0.031191 | Time: 2164.43 ms
[2022-03-07 05:33:35 main:574] : INFO : Epoch 1793 | loss: 0.0311834 | val_loss: 0.0311907 | Time: 2161.05 ms
[2022-03-07 05:33:37 main:574] : INFO : Epoch 1794 | loss: 0.031184 | val_loss: 0.0311896 | Time: 2162.23 ms
[2022-03-07 05:33:39 main:574] : INFO : Epoch 1795 | loss: 0.0311835 | val_loss: 0.0311907 | Time: 2162.9 ms
[2022-03-07 05:33:41 main:574] : INFO : Epoch 1796 | loss: 0.031183 | val_loss: 0.0311943 | Time: 2161.2 ms
[2022-03-07 05:33:43 main:574] : INFO : Epoch 1797 | loss: 0.0311838 | val_loss: 0.0311898 | Time: 2159.9 ms
[2022-03-07 05:33:46 main:574] : INFO : Epoch 1798 | loss: 0.0311824 | val_loss: 0.0311906 | Time: 2161.33 ms
[2022-03-07 05:33:48 main:574] : INFO : Epoch 1799 | loss: 0.0311839 | val_loss: 0.0311961 | Time: 2161.59 ms
[2022-03-07 05:33:50 main:574] : INFO : Epoch 1800 | loss: 0.0311838 | val_loss: 0.0311894 | Time: 2164.61 ms
[2022-03-07 05:33:52 main:574] : INFO : Epoch 1801 | loss: 0.031182 | val_loss: 0.0311893 | Time: 2162.94 ms
[2022-03-07 05:33:54 main:574] : INFO : Epoch 1802 | loss: 0.0311824 | val_loss: 0.0311893 | Time: 2165.69 ms
[2022-03-07 05:33:56 main:574] : INFO : Epoch 1803 | loss: 0.031182 | val_loss: 0.0311903 | Time: 2162.88 ms
[2022-03-07 05:33:59 main:574] : INFO : Epoch 1804 | loss: 0.0311809 | val_loss: 0.0311884 | Time: 2162.19 ms
[2022-03-07 05:34:01 main:574] : INFO : Epoch 1805 | loss: 0.0311817 | val_loss: 0.031189 | Time: 2160.33 ms
[2022-03-07 05:34:03 main:574] : INFO : Epoch 1806 | loss: 0.0311813 | val_loss: 0.0311881 | Time: 2159.79 ms
[2022-03-07 05:34:05 main:574] : INFO : Epoch 1807 | loss: 0.0311817 | val_loss: 0.0311899 | Time: 2159.41 ms
[2022-03-07 05:34:07 main:574] : INFO : Epoch 1808 | loss: 0.0311822 | val_loss: 0.0311945 | Time: 2159.04 ms
[2022-03-07 05:34:09 main:574] : INFO : Epoch 1809 | loss: 0.0311816 | val_loss: 0.031189 | Time: 2166.25 ms
[2022-03-07 05:34:11 main:574] : INFO : Epoch 1810 | loss: 0.0311812 | val_loss: 0.0311887 | Time: 2159.35 ms
[2022-03-07 05:34:14 main:574] : INFO : Epoch 1811 | loss: 0.03118 | val_loss: 0.0311892 | Time: 2163.23 ms
[2022-03-07 05:34:16 main:574] : INFO : Epoch 1812 | loss: 0.0311836 | val_loss: 0.0312004 | Time: 2161.25 ms
[2022-03-07 05:34:18 main:574] : INFO : Epoch 1813 | loss: 0.0311858 | val_loss: 0.0311889 | Time: 2163.84 ms
[2022-03-07 05:34:20 main:574] : INFO : Epoch 1814 | loss: 0.0311824 | val_loss: 0.0311889 | Time: 2160.5 ms
[2022-03-07 05:34:22 main:574] : INFO : Epoch 1815 | loss: 0.0311827 | val_loss: 0.0311892 | Time: 2160.06 ms
[2022-03-07 05:34:24 main:574] : INFO : Epoch 1816 | loss: 0.03118 | val_loss: 0.0311889 | Time: 2162.14 ms
[2022-03-07 05:34:27 main:574] : INFO : Epoch 1817 | loss: 0.0311804 | val_loss: 0.0311947 | Time: 2161.47 ms
[2022-03-07 05:34:29 main:574] : INFO : Epoch 1818 | loss: 0.0311808 | val_loss: 0.0311901 | Time: 2163.87 ms
[2022-03-07 05:34:31 main:574] : INFO : Epoch 1819 | loss: 0.031181 | val_loss: 0.0311922 | Time: 2161.84 ms
[2022-03-07 05:34:33 main:574] : INFO : Epoch 1820 | loss: 0.0311802 | val_loss: 0.0311891 | Time: 2161.02 ms
[2022-03-07 05:34:35 main:574] : INFO : Epoch 1821 | loss: 0.0311794 | val_loss: 0.0311885 | Time: 2164.68 ms
[2022-03-07 05:34:37 main:574] : INFO : Epoch 1822 | loss: 0.031181 | val_loss: 0.0311918 | Time: 2166.08 ms
[2022-03-07 05:34:40 main:574] : INFO : Epoch 1823 | loss: 0.0311796 | val_loss: 0.0311895 | Time: 2159.93 ms
[2022-03-07 05:34:42 main:574] : INFO : Epoch 1824 | loss: 0.0311804 | val_loss: 0.0311889 | Time: 2158 ms
[2022-03-07 05:34:44 main:574] : INFO : Epoch 1825 | loss: 0.0311799 | val_loss: 0.0311908 | Time: 2159.77 ms
[2022-03-07 05:34:46 main:574] : INFO : Epoch 1826 | loss: 0.0311818 | val_loss: 0.0311935 | Time: 2162.26 ms
[2022-03-07 05:34:48 main:574] : INFO : Epoch 1827 | loss: 0.0311815 | val_loss: 0.0311898 | Time: 2161.3 ms
[2022-03-07 05:34:50 main:574] : INFO : Epoch 1828 | loss: 0.0311797 | val_loss: 0.0311904 | Time: 2164.77 ms
[2022-03-07 05:34:53 main:574] : INFO : Epoch 1829 | loss: 0.0311805 | val_loss: 0.0311907 | Time: 2163.58 ms
[2022-03-07 05:34:55 main:574] : INFO : Epoch 1830 | loss: 0.0311797 | val_loss: 0.0311926 | Time: 2159.7 ms
[2022-03-07 05:34:57 main:574] : INFO : Epoch 1831 | loss: 0.0311795 | val_loss: 0.031189 | Time: 2160.29 ms
[2022-03-07 05:34:59 main:574] : INFO : Epoch 1832 | loss: 0.0311801 | val_loss: 0.0311885 | Time: 2160.27 ms
[2022-03-07 05:35:01 main:574] : INFO : Epoch 1833 | loss: 0.0311787 | val_loss: 0.0311901 | Time: 2163.31 ms
[2022-03-07 05:35:03 main:574] : INFO : Epoch 1834 | loss: 0.0311787 | val_loss: 0.0311899 | Time: 2162.87 ms
[2022-03-07 05:35:06 main:574] : INFO : Epoch 1835 | loss: 0.0311805 | val_loss: 0.0311908 | Time: 2163.13 ms
[2022-03-07 05:35:08 main:574] : INFO : Epoch 1836 | loss: 0.031179 | val_loss: 0.0311901 | Time: 2159.44 ms
[2022-03-07 05:35:10 main:574] : INFO : Epoch 1837 | loss: 0.0311781 | val_loss: 0.0311882 | Time: 2161.97 ms
[2022-03-07 05:35:12 main:574] : INFO : Epoch 1838 | loss: 0.0311791 | val_loss: 0.0311886 | Time: 2159.03 ms
[2022-03-07 05:35:14 main:574] : INFO : Epoch 1839 | loss: 0.0311786 | val_loss: 0.0311896 | Time: 2161.6 ms
[2022-03-07 05:35:16 main:574] : INFO : Epoch 1840 | loss: 0.0311786 | val_loss: 0.0311934 | Time: 2158.6 ms
[2022-03-07 05:35:19 main:574] : INFO : Epoch 1841 | loss: 0.0311791 | val_loss: 0.0311912 | Time: 2161.72 ms
[2022-03-07 05:35:21 main:574] : INFO : Epoch 1842 | loss: 0.0311786 | val_loss: 0.031189 | Time: 2164.67 ms
[2022-03-07 05:35:23 main:574] : INFO : Epoch 1843 | loss: 0.0311783 | val_loss: 0.0311893 | Time: 2161.26 ms
[2022-03-07 05:35:25 main:574] : INFO : Epoch 1844 | loss: 0.0311789 | val_loss: 0.0311895 | Time: 2163.33 ms
[2022-03-07 05:35:27 main:574] : INFO : Epoch 1845 | loss: 0.0311811 | val_loss: 0.0311938 | Time: 2164.77 ms
[2022-03-07 05:35:29 main:574] : INFO : Epoch 1846 | loss: 0.0311799 | val_loss: 0.031189 | Time: 2160.31 ms
[2022-03-07 05:35:32 main:574] : INFO : Epoch 1847 | loss: 0.0311809 | val_loss: 0.0311952 | Time: 2160.04 ms
[2022-03-07 05:35:34 main:574] : INFO : Epoch 1848 | loss: 0.0311833 | val_loss: 0.0312033 | Time: 2162.93 ms
[2022-03-07 05:35:36 main:574] : INFO : Epoch 1849 | loss: 0.0311961 | val_loss: 0.0311982 | Time: 2162.94 ms
[2022-03-07 05:35:38 main:574] : INFO : Epoch 1850 | loss: 0.0328929 | val_loss: 0.0361769 | Time: 2163.65 ms
[2022-03-07 05:35:40 main:574] : INFO : Epoch 1851 | loss: 0.0356031 | val_loss: 0.0322338 | Time: 2163.1 ms
[2022-03-07 05:35:42 main:574] : INFO : Epoch 1852 | loss: 0.0316293 | val_loss: 0.0313101 | Time: 2160.08 ms
[2022-03-07 05:35:45 main:574] : INFO : Epoch 1853 | loss: 0.0312851 | val_loss: 0.0312252 | Time: 2159.37 ms
[2022-03-07 05:35:47 main:574] : INFO : Epoch 1854 | loss: 0.0312271 | val_loss: 0.0312156 | Time: 2161.45 ms
[2022-03-07 05:35:49 main:574] : INFO : Epoch 1855 | loss: 0.0312043 | val_loss: 0.0311981 | Time: 2157.97 ms
[2022-03-07 05:35:51 main:574] : INFO : Epoch 1856 | loss: 0.0311979 | val_loss: 0.0311989 | Time: 2160.16 ms
[2022-03-07 05:35:53 main:574] : INFO : Epoch 1857 | loss: 0.0311944 | val_loss: 0.0311956 | Time: 2159.6 ms
[2022-03-07 05:35:55 main:574] : INFO : Epoch 1858 | loss: 0.0311919 | val_loss: 0.031195 | Time: 2161.91 ms
[2022-03-07 05:35:58 main:574] : INFO : Epoch 1859 | loss: 0.0311905 | val_loss: 0.0311954 | Time: 2159.92 ms
[2022-03-07 05:36:00 main:574] : INFO : Epoch 1860 | loss: 0.0311909 | val_loss: 0.0311971 | Time: 2161.05 ms
[2022-03-07 05:36:02 main:574] : INFO : Epoch 1861 | loss: 0.03119 | val_loss: 0.0311946 | Time: 2161.25 ms
[2022-03-07 05:36:04 main:574] : INFO : Epoch 1862 | loss: 0.0311888 | val_loss: 0.0311956 | Time: 2163.99 ms
[2022-03-07 05:36:06 main:574] : INFO : Epoch 1863 | loss: 0.0311878 | val_loss: 0.0311945 | Time: 2163.34 ms
[2022-03-07 05:36:08 main:574] : INFO : Epoch 1864 | loss: 0.0311875 | val_loss: 0.0311947 | Time: 2158.8 ms
[2022-03-07 05:36:11 main:574] : INFO : Epoch 1865 | loss: 0.031188 | val_loss: 0.0311941 | Time: 2162.11 ms
[2022-03-07 05:36:13 main:574] : INFO : Epoch 1866 | loss: 0.0311882 | val_loss: 0.0311955 | Time: 2159.4 ms
[2022-03-07 05:36:15 main:574] : INFO : Epoch 1867 | loss: 0.0311889 | val_loss: 0.031194 | Time: 2159.3 ms
[2022-03-07 05:36:17 main:574] : INFO : Epoch 1868 | loss: 0.0311878 | val_loss: 0.0311935 | Time: 2158.58 ms
[2022-03-07 05:36:19 main:574] : INFO : Epoch 1869 | loss: 0.0311885 | val_loss: 0.0311936 | Time: 2159.92 ms
[2022-03-07 05:36:21 main:574] : INFO : Epoch 1870 | loss: 0.0311869 | val_loss: 0.0311935 | Time: 2160.41 ms
[2022-03-07 05:36:23 main:574] : INFO : Epoch 1871 | loss: 0.0311876 | val_loss: 0.0311965 | Time: 2160.8 ms
[2022-03-07 05:36:26 main:574] : INFO : Epoch 1872 | loss: 0.0311873 | val_loss: 0.0311916 | Time: 2165.69 ms
[2022-03-07 05:36:28 main:574] : INFO : Epoch 1873 | loss: 0.0311835 | val_loss: 0.0311906 | Time: 2160.84 ms
[2022-03-07 05:36:30 main:574] : INFO : Epoch 1874 | loss: 0.0311839 | val_loss: 0.0311921 | Time: 2162.7 ms
[2022-03-07 05:36:32 main:574] : INFO : Epoch 1875 | loss: 0.0311836 | val_loss: 0.0311945 | Time: 2162.37 ms
[2022-03-07 05:36:34 main:574] : INFO : Epoch 1876 | loss: 0.0311839 | val_loss: 0.0311911 | Time: 2161.48 ms
[2022-03-07 05:36:36 main:574] : INFO : Epoch 1877 | loss: 0.0311818 | val_loss: 0.0311928 | Time: 2161.45 ms
[2022-03-07 05:36:39 main:574] : INFO : Epoch 1878 | loss: 0.0311826 | val_loss: 0.031192 | Time: 2166.37 ms
[2022-03-07 05:36:41 main:574] : INFO : Epoch 1879 | loss: 0.0311824 | val_loss: 0.0311924 | Time: 2159.34 ms
[2022-03-07 05:36:43 main:574] : INFO : Epoch 1880 | loss: 0.0311815 | val_loss: 0.0311916 | Time: 2163.86 ms
[2022-03-07 05:36:45 main:574] : INFO : Epoch 1881 | loss: 0.0311812 | val_loss: 0.0311913 | Time: 2163.47 ms
[2022-03-07 05:36:47 main:574] : INFO : Epoch 1882 | loss: 0.0311812 | val_loss: 0.0311916 | Time: 2162.31 ms
[2022-03-07 05:36:49 main:574] : INFO : Epoch 1883 | loss: 0.0311817 | val_loss: 0.0311907 | Time: 2164.48 ms
[2022-03-07 05:36:52 main:574] : INFO : Epoch 1884 | loss: 0.0311811 | val_loss: 0.031191 | Time: 2163.85 ms
[2022-03-07 05:36:54 main:574] : INFO : Epoch 1885 | loss: 0.0311814 | val_loss: 0.0311908 | Time: 2165 ms
[2022-03-07 05:36:56 main:574] : INFO : Epoch 1886 | loss: 0.0311818 | val_loss: 0.0311931 | Time: 2161.81 ms
[2022-03-07 05:36:58 main:574] : INFO : Epoch 1887 | loss: 0.0311812 | val_loss: 0.0311928 | Time: 2162.57 ms
[2022-03-07 05:37:00 main:574] : INFO : Epoch 1888 | loss: 0.0311814 | val_loss: 0.0311912 | Time: 2161.51 ms
[2022-03-07 05:37:02 main:574] : INFO : Epoch 1889 | loss: 0.0311816 | val_loss: 0.0311923 | Time: 2162.73 ms
[2022-03-07 05:37:05 main:574] : INFO : Epoch 1890 | loss: 0.0311809 | val_loss: 0.0311909 | Time: 2163.04 ms
[2022-03-07 05:37:07 main:574] : INFO : Epoch 1891 | loss: 0.03118 | val_loss: 0.0311915 | Time: 2164.94 ms
[2022-03-07 05:37:09 main:574] : INFO : Epoch 1892 | loss: 0.0311803 | val_loss: 0.0311906 | Time: 2162.52 ms
[2022-03-07 05:37:11 main:574] : INFO : Epoch 1893 | loss: 0.0311799 | val_loss: 0.0311921 | Time: 2164.55 ms
[2022-03-07 05:37:13 main:574] : INFO : Epoch 1894 | loss: 0.0311801 | val_loss: 0.0311911 | Time: 2160.19 ms
[2022-03-07 05:37:15 main:574] : INFO : Epoch 1895 | loss: 0.0311816 | val_loss: 0.0311932 | Time: 2161.12 ms
[2022-03-07 05:37:18 main:574] : INFO : Epoch 1896 | loss: 0.0311803 | val_loss: 0.0311902 | Time: 2163.1 ms
[2022-03-07 05:37:20 main:574] : INFO : Epoch 1897 | loss: 0.0311804 | val_loss: 0.0311901 | Time: 2163.37 ms
[2022-03-07 05:37:22 main:574] : INFO : Epoch 1898 | loss: 0.0311793 | val_loss: 0.0311894 | Time: 2161.81 ms
[2022-03-07 05:37:24 main:574] : INFO : Epoch 1899 | loss: 0.0311798 | val_loss: 0.0311901 | Time: 2162.67 ms
[2022-03-07 05:37:26 main:574] : INFO : Epoch 1900 | loss: 0.0311793 | val_loss: 0.0311903 | Time: 2164.14 ms
[2022-03-07 05:37:28 main:574] : INFO : Epoch 1901 | loss: 0.0311797 | val_loss: 0.0311939 | Time: 2164.04 ms
[2022-03-07 05:37:31 main:574] : INFO : Epoch 1902 | loss: 0.0311795 | val_loss: 0.0311902 | Time: 2163.39 ms
[2022-03-07 05:37:33 main:574] : INFO : Epoch 1903 | loss: 0.0311789 | val_loss: 0.0311896 | Time: 2162.54 ms
[2022-03-07 05:37:35 main:574] : INFO : Epoch 1904 | loss: 0.0311784 | val_loss: 0.0311898 | Time: 2162.03 ms
[2022-03-07 05:37:37 main:574] : INFO : Epoch 1905 | loss: 0.031179 | val_loss: 0.0311894 | Time: 2163.11 ms
[2022-03-07 05:37:39 main:574] : INFO : Epoch 1906 | loss: 0.0311793 | val_loss: 0.0311917 | Time: 2164.06 ms
[2022-03-07 05:37:41 main:574] : INFO : Epoch 1907 | loss: 0.0311799 | val_loss: 0.0311909 | Time: 2161.3 ms
[2022-03-07 05:37:44 main:574] : INFO : Epoch 1908 | loss: 0.0311789 | val_loss: 0.0311891 | Time: 2160.18 ms
[2022-03-07 05:37:46 main:574] : INFO : Epoch 1909 | loss: 0.031178 | val_loss: 0.0311899 | Time: 2163.28 ms
[2022-03-07 05:37:48 main:574] : INFO : Epoch 1910 | loss: 0.0311782 | val_loss: 0.0311898 | Time: 2163.65 ms
[2022-03-07 05:37:50 main:574] : INFO : Epoch 1911 | loss: 0.0311788 | val_loss: 0.0311901 | Time: 2163.78 ms
[2022-03-07 05:37:52 main:574] : INFO : Epoch 1912 | loss: 0.0311781 | val_loss: 0.0311899 | Time: 2161.44 ms
[2022-03-07 05:37:54 main:574] : INFO : Epoch 1913 | loss: 0.0311787 | val_loss: 0.0311915 | Time: 2162.93 ms
[2022-03-07 05:37:57 main:574] : INFO : Epoch 1914 | loss: 0.0311785 | val_loss: 0.0311909 | Time: 2159.41 ms
[2022-03-07 05:37:59 main:574] : INFO : Epoch 1915 | loss: 0.0311783 | val_loss: 0.0311909 | Time: 2162.63 ms
[2022-03-07 05:38:01 main:574] : INFO : Epoch 1916 | loss: 0.0311798 | val_loss: 0.0311911 | Time: 2163.13 ms
[2022-03-07 05:38:03 main:574] : INFO : Epoch 1917 | loss: 0.0311805 | val_loss: 0.031195 | Time: 2161.85 ms
[2022-03-07 05:38:05 main:574] : INFO : Epoch 1918 | loss: 0.0311801 | val_loss: 0.0311898 | Time: 2163.76 ms
[2022-03-07 05:38:07 main:574] : INFO : Epoch 1919 | loss: 0.0311809 | val_loss: 0.0311897 | Time: 2166.16 ms
[2022-03-07 05:38:10 main:574] : INFO : Epoch 1920 | loss: 0.0311808 | val_loss: 0.0311909 | Time: 2162.71 ms
[2022-03-07 05:38:12 main:574] : INFO : Epoch 1921 | loss: 0.0311798 | val_loss: 0.0311888 | Time: 2165.32 ms
[2022-03-07 05:38:14 main:574] : INFO : Epoch 1922 | loss: 0.0311791 | val_loss: 0.0311897 | Time: 2164.32 ms
[2022-03-07 05:38:16 main:574] : INFO : Epoch 1923 | loss: 0.0311794 | val_loss: 0.0311909 | Time: 2158.91 ms
[2022-03-07 05:38:18 main:574] : INFO : Epoch 1924 | loss: 0.0311799 | val_loss: 0.0311903 | Time: 2160.21 ms
[2022-03-07 05:38:20 main:574] : INFO : Epoch 1925 | loss: 0.0311792 | val_loss: 0.0311937 | Time: 2164.61 ms
[2022-03-07 05:38:23 main:574] : INFO : Epoch 1926 | loss: 0.0311816 | val_loss: 0.0311924 | Time: 2165.73 ms
[2022-03-07 05:38:25 main:574] : INFO : Epoch 1927 | loss: 0.0311805 | val_loss: 0.0311936 | Time: 2164.04 ms
[2022-03-07 05:38:27 main:574] : INFO : Epoch 1928 | loss: 0.0311809 | val_loss: 0.0311891 | Time: 2160.95 ms
[2022-03-07 05:38:29 main:574] : INFO : Epoch 1929 | loss: 0.0311824 | val_loss: 0.031191 | Time: 2160.94 ms
[2022-03-07 05:38:31 main:574] : INFO : Epoch 1930 | loss: 0.0311802 | val_loss: 0.0311912 | Time: 2160.02 ms
[2022-03-07 05:38:33 main:574] : INFO : Epoch 1931 | loss: 0.0311786 | val_loss: 0.0311891 | Time: 2160.58 ms
[2022-03-07 05:38:36 main:574] : INFO : Epoch 1932 | loss: 0.0311786 | val_loss: 0.0311886 | Time: 2161.17 ms
[2022-03-07 05:38:38 main:574] : INFO : Epoch 1933 | loss: 0.0311785 | val_loss: 0.0311894 | Time: 2161.99 ms
[2022-03-07 05:38:40 main:574] : INFO : Epoch 1934 | loss: 0.0311798 | val_loss: 0.0311911 | Time: 2164.41 ms
[2022-03-07 05:38:42 main:574] : INFO : Epoch 1935 | loss: 0.031181 | val_loss: 0.0311911 | Time: 2164.24 ms
[2022-03-07 05:38:44 main:574] : INFO : Epoch 1936 | loss: 0.0311804 | val_loss: 0.03119 | Time: 2162.49 ms
[2022-03-07 05:38:46 main:574] : INFO : Epoch 1937 | loss: 0.03118 | val_loss: 0.0311897 | Time: 2163.05 ms
[2022-03-07 05:38:49 main:574] : INFO : Epoch 1938 | loss: 0.0311795 | val_loss: 0.0311892 | Time: 2164.09 ms
[2022-03-07 05:38:51 main:574] : INFO : Epoch 1939 | loss: 0.0311791 | val_loss: 0.0311896 | Time: 2162.78 ms
[2022-03-07 05:38:53 main:574] : INFO : Epoch 1940 | loss: 0.0311807 | val_loss: 0.031192 | Time: 2160.51 ms
[2022-03-07 05:38:55 main:574] : INFO : Epoch 1941 | loss: 0.031181 | val_loss: 0.0311922 | Time: 2159.54 ms
[2022-03-07 05:38:57 main:574] : INFO : Epoch 1942 | loss: 0.03118 | val_loss: 0.0311909 | Time: 2158.69 ms
[2022-03-07 05:38:59 main:574] : INFO : Epoch 1943 | loss: 0.031179 | val_loss: 0.031191 | Time: 2160.13 ms
[2022-03-07 05:39:02 main:574] : INFO : Epoch 1944 | loss: 0.0311795 | val_loss: 0.0311923 | Time: 2164.7 ms
[2022-03-07 05:39:04 main:574] : INFO : Epoch 1945 | loss: 0.0311792 | val_loss: 0.0311907 | Time: 2165.22 ms
[2022-03-07 05:39:06 main:574] : INFO : Epoch 1946 | loss: 0.0311792 | val_loss: 0.0311915 | Time: 2163.71 ms
[2022-03-07 05:39:08 main:574] : INFO : Epoch 1947 | loss: 0.0311784 | val_loss: 0.0311899 | Time: 2161.95 ms
[2022-03-07 05:39:10 main:574] : INFO : Epoch 1948 | loss: 0.0311779 | val_loss: 0.0311895 | Time: 2163.6 ms
[2022-03-07 05:39:12 main:574] : INFO : Epoch 1949 | loss: 0.0311783 | val_loss: 0.0311942 | Time: 2166.72 ms
[2022-03-07 05:39:15 main:574] : INFO : Epoch 1950 | loss: 0.0311799 | val_loss: 0.0311896 | Time: 2162.44 ms
[2022-03-07 05:39:17 main:574] : INFO : Epoch 1951 | loss: 0.0311809 | val_loss: 0.0311919 | Time: 2168.1 ms
[2022-03-07 05:39:19 main:574] : INFO : Epoch 1952 | loss: 0.0311803 | val_loss: 0.0311904 | Time: 2161.77 ms
[2022-03-07 05:39:21 main:574] : INFO : Epoch 1953 | loss: 0.031182 | val_loss: 0.0311905 | Time: 2163.83 ms
[2022-03-07 05:39:23 main:574] : INFO : Epoch 1954 | loss: 0.0311836 | val_loss: 0.031192 | Time: 2162.33 ms
[2022-03-07 05:39:25 main:574] : INFO : Epoch 1955 | loss: 0.0311855 | val_loss: 0.0311927 | Time: 2162.69 ms
[2022-03-07 05:39:28 main:574] : INFO : Epoch 1956 | loss: 0.0311837 | val_loss: 0.0311896 | Time: 2162.09 ms
[2022-03-07 05:39:30 main:574] : INFO : Epoch 1957 | loss: 0.0311836 | val_loss: 0.0311892 | Time: 2160.74 ms
[2022-03-07 05:39:32 main:574] : INFO : Epoch 1958 | loss: 0.0311813 | val_loss: 0.0311893 | Time: 2164.73 ms
[2022-03-07 05:39:34 main:574] : INFO : Epoch 1959 | loss: 0.0311814 | val_loss: 0.0311905 | Time: 2165.1 ms
[2022-03-07 05:39:36 main:574] : INFO : Epoch 1960 | loss: 0.0311809 | val_loss: 0.0311884 | Time: 2163.37 ms
[2022-03-07 05:39:38 main:574] : INFO : Epoch 1961 | loss: 0.0311806 | val_loss: 0.0311882 | Time: 2160.34 ms
[2022-03-07 05:39:41 main:574] : INFO : Epoch 1962 | loss: 0.0311806 | val_loss: 0.0311894 | Time: 2165.93 ms
[2022-03-07 05:39:43 main:574] : INFO : Epoch 1963 | loss: 0.0311805 | val_loss: 0.0311897 | Time: 2160.1 ms
[2022-03-07 05:39:45 main:574] : INFO : Epoch 1964 | loss: 0.0311824 | val_loss: 0.0311888 | Time: 2163.5 ms
[2022-03-07 05:39:47 main:574] : INFO : Epoch 1965 | loss: 0.0311806 | val_loss: 0.0311917 | Time: 2163.03 ms
[2022-03-07 05:39:49 main:574] : INFO : Epoch 1966 | loss: 0.0311804 | val_loss: 0.0311893 | Time: 2159.11 ms
[2022-03-07 05:39:51 main:574] : INFO : Epoch 1967 | loss: 0.0311808 | val_loss: 0.0311913 | Time: 2166.91 ms
[2022-03-07 05:39:54 main:574] : INFO : Epoch 1968 | loss: 0.0311819 | val_loss: 0.0311912 | Time: 2163.68 ms
[2022-03-07 05:39:56 main:574] : INFO : Epoch 1969 | loss: 0.0311824 | val_loss: 0.0311979 | Time: 2162.51 ms
[2022-03-07 05:39:58 main:574] : INFO : Epoch 1970 | loss: 0.0311825 | val_loss: 0.0311945 | Time: 2164.42 ms
[2022-03-07 05:40:00 main:574] : INFO : Epoch 1971 | loss: 0.0311809 | val_loss: 0.0311922 | Time: 2164.86 ms
[2022-03-07 05:40:02 main:574] : INFO : Epoch 1972 | loss: 0.0311797 | val_loss: 0.0311907 | Time: 2160.09 ms
[2022-03-07 05:40:04 main:574] : INFO : Epoch 1973 | loss: 0.0311791 | val_loss: 0.0311896 | Time: 2161.22 ms
[2022-03-07 05:40:07 main:574] : INFO : Epoch 1974 | loss: 0.0311803 | val_loss: 0.0311905 | Time: 2160.64 ms
[2022-03-07 05:40:09 main:574] : INFO : Epoch 1975 | loss: 0.0311788 | val_loss: 0.0311901 | Time: 2161.14 ms
[2022-03-07 05:40:11 main:574] : INFO : Epoch 1976 | loss: 0.0311793 | val_loss: 0.0311901 | Time: 2164.31 ms
[2022-03-07 05:40:13 main:574] : INFO : Epoch 1977 | loss: 0.0311805 | val_loss: 0.0311908 | Time: 2162.96 ms
[2022-03-07 05:40:15 main:574] : INFO : Epoch 1978 | loss: 0.0311804 | val_loss: 0.0311892 | Time: 2163.87 ms
[2022-03-07 05:40:17 main:574] : INFO : Epoch 1979 | loss: 0.0311805 | val_loss: 0.0311908 | Time: 2163.25 ms
[2022-03-07 05:40:20 main:574] : INFO : Epoch 1980 | loss: 0.0311806 | val_loss: 0.0311926 | Time: 2160.19 ms
[2022-03-07 05:40:22 main:574] : INFO : Epoch 1981 | loss: 0.0311784 | val_loss: 0.0311894 | Time: 2162.75 ms
[2022-03-07 05:40:24 main:574] : INFO : Epoch 1982 | loss: 0.0311782 | val_loss: 0.0311952 | Time: 2164.19 ms
[2022-03-07 05:40:26 main:574] : INFO : Epoch 1983 | loss: 0.0311791 | val_loss: 0.0311906 | Time: 2165.28 ms
[2022-03-07 05:40:28 main:574] : INFO : Epoch 1984 | loss: 0.0311798 | val_loss: 0.0311908 | Time: 2161.31 ms
[2022-03-07 05:40:30 main:574] : INFO : Epoch 1985 | loss: 0.0311833 | val_loss: 0.0311935 | Time: 2160.94 ms
[2022-03-07 05:40:33 main:574] : INFO : Epoch 1986 | loss: 0.0311839 | val_loss: 0.0311924 | Time: 2160.59 ms
[2022-03-07 05:40:35 main:574] : INFO : Epoch 1987 | loss: 0.0311835 | val_loss: 0.0311927 | Time: 2154.18 ms
[2022-03-07 05:40:37 main:574] : INFO : Epoch 1988 | loss: 0.0311817 | val_loss: 0.0311926 | Time: 2154.52 ms
[2022-03-07 05:40:39 main:574] : INFO : Epoch 1989 | loss: 0.0311841 | val_loss: 0.0312021 | Time: 2156.82 ms
[2022-03-07 05:40:42 main:574] : INFO : Epoch 1990 | loss: 0.031194 | val_loss: 0.0311966 | Time: 2153.96 ms
[2022-03-07 05:40:44 main:574] : INFO : Epoch 1991 | loss: 0.0311938 | val_loss: 0.0311951 | Time: 2154.79 ms
[2022-03-07 05:40:46 main:574] : INFO : Epoch 1992 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 2155.12 ms
[2022-03-07 05:40:48 main:574] : INFO : Epoch 1993 | loss: 0.0311925 | val_loss: 0.0311939 | Time: 2154.03 ms
[2022-03-07 05:40:51 main:574] : INFO : Epoch 1994 | loss: 0.0311917 | val_loss: 0.0311935 | Time: 2156.71 ms
[2022-03-07 05:40:53 main:574] : INFO : Epoch 1995 | loss: 0.0311914 | val_loss: 0.0311958 | Time: 2155.98 ms
[2022-03-07 05:40:55 main:574] : INFO : Epoch 1996 | loss: 0.0311915 | val_loss: 0.0311937 | Time: 2160.88 ms
[2022-03-07 05:40:57 main:574] : INFO : Epoch 1997 | loss: 0.0311908 | val_loss: 0.031194 | Time: 2160.86 ms
[2022-03-07 05:40:59 main:574] : INFO : Epoch 1998 | loss: 0.0311908 | val_loss: 0.0311935 | Time: 2163.93 ms
[2022-03-07 05:41:01 main:574] : INFO : Epoch 1999 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 2162.27 ms
[2022-03-07 05:41:04 main:574] : INFO : Epoch 2000 | loss: 0.0311898 | val_loss: 0.0311938 | Time: 2164.61 ms
[2022-03-07 05:41:06 main:574] : INFO : Epoch 2001 | loss: 0.0311885 | val_loss: 0.0311935 | Time: 2159.82 ms
[2022-03-07 05:41:08 main:574] : INFO : Epoch 2002 | loss: 0.031191 | val_loss: 0.0312027 | Time: 2162.83 ms
[2022-03-07 05:41:10 main:574] : INFO : Epoch 2003 | loss: 0.0311915 | val_loss: 0.031195 | Time: 2166.81 ms
[2022-03-07 05:41:12 main:574] : INFO : Epoch 2004 | loss: 0.0311899 | val_loss: 0.0311976 | Time: 2164.32 ms
[2022-03-07 05:41:14 main:574] : INFO : Epoch 2005 | loss: 0.0311902 | val_loss: 0.0311961 | Time: 2160.69 ms
[2022-03-07 05:41:17 main:574] : INFO : Epoch 2006 | loss: 0.0311891 | val_loss: 0.0311946 | Time: 2159.44 ms
[2022-03-07 05:41:19 main:574] : INFO : Epoch 2007 | loss: 0.0311881 | val_loss: 0.0311967 | Time: 2158.5 ms
[2022-03-07 05:41:21 main:574] : INFO : Epoch 2008 | loss: 0.0311876 | val_loss: 0.0311945 | Time: 2158.92 ms
[2022-03-07 05:41:23 main:574] : INFO : Epoch 2009 | loss: 0.0311891 | val_loss: 0.0311959 | Time: 2160.22 ms
[2022-03-07 05:41:25 main:574] : INFO : Epoch 2010 | loss: 0.0311891 | val_loss: 0.0311952 | Time: 2162.5 ms
[2022-03-07 05:41:27 main:574] : INFO : Epoch 2011 | loss: 0.0311888 | val_loss: 0.0312 | Time: 2162.49 ms
[2022-03-07 05:41:30 main:574] : INFO : Epoch 2012 | loss: 0.0311906 | val_loss: 0.0311964 | Time: 2161.18 ms
[2022-03-07 05:41:32 main:574] : INFO : Epoch 2013 | loss: 0.0311881 | val_loss: 0.0311948 | Time: 2159.83 ms
[2022-03-07 05:41:34 main:574] : INFO : Epoch 2014 | loss: 0.0311874 | val_loss: 0.0311942 | Time: 2162.98 ms
[2022-03-07 05:41:36 main:574] : INFO : Epoch 2015 | loss: 0.0311891 | val_loss: 0.0311956 | Time: 2160.78 ms
[2022-03-07 05:41:38 main:574] : INFO : Epoch 2016 | loss: 0.0311904 | val_loss: 0.0311939 | Time: 2166.73 ms
[2022-03-07 05:41:40 main:574] : INFO : Epoch 2017 | loss: 0.0311892 | val_loss: 0.0311943 | Time: 2165.96 ms
[2022-03-07 05:41:43 main:574] : INFO : Epoch 2018 | loss: 0.0311874 | val_loss: 0.0311937 | Time: 2161.54 ms
[2022-03-07 05:41:45 main:574] : INFO : Epoch 2019 | loss: 0.0311875 | val_loss: 0.0311942 | Time: 2161 ms
[2022-03-07 05:41:47 main:574] : INFO : Epoch 2020 | loss: 0.0311868 | val_loss: 0.0311939 | Time: 2159.25 ms
[2022-03-07 05:41:49 main:574] : INFO : Epoch 2021 | loss: 0.031188 | val_loss: 0.0311993 | Time: 2158.62 ms
[2022-03-07 05:41:51 main:574] : INFO : Epoch 2022 | loss: 0.0311899 | val_loss: 0.0311939 | Time: 2160.45 ms
[2022-03-07 05:41:53 main:574] : INFO : Epoch 2023 | loss: 0.0311887 | val_loss: 0.0311945 | Time: 2160.6 ms
[2022-03-07 05:41:55 main:574] : INFO : Epoch 2024 | loss: 0.0311883 | val_loss: 0.0311954 | Time: 2161.84 ms
[2022-03-07 05:41:58 main:574] : INFO : Epoch 2025 | loss: 0.0311897 | val_loss: 0.0311996 | Time: 2164.29 ms
[2022-03-07 05:42:00 main:574] : INFO : Epoch 2026 | loss: 0.0311882 | val_loss: 0.0311949 | Time: 2165.46 ms
[2022-03-07 05:42:02 main:574] : INFO : Epoch 2027 | loss: 0.0311867 | val_loss: 0.0311963 | Time: 2165.8 ms
[2022-03-07 05:42:04 main:574] : INFO : Epoch 2028 | loss: 0.0311862 | val_loss: 0.0311944 | Time: 2161.18 ms
[2022-03-07 05:42:06 main:574] : INFO : Epoch 2029 | loss: 0.0311886 | val_loss: 0.0311952 | Time: 2163.42 ms
[2022-03-07 05:42:08 main:574] : INFO : Epoch 2030 | loss: 0.0311886 | val_loss: 0.0311972 | Time: 2160.61 ms
[2022-03-07 05:42:11 main:574] : INFO : Epoch 2031 | loss: 0.031189 | val_loss: 0.0311953 | Time: 2165.77 ms
[2022-03-07 05:42:13 main:574] : INFO : Epoch 2032 | loss: 0.031192 | val_loss: 0.031199 | Time: 2162.41 ms
[2022-03-07 05:42:15 main:574] : INFO : Epoch 2033 | loss: 0.0311935 | val_loss: 0.0311943 | Time: 2162.93 ms
[2022-03-07 05:42:17 main:574] : INFO : Epoch 2034 | loss: 0.0311944 | val_loss: 0.0311968 | Time: 2161.59 ms
[2022-03-07 05:42:19 main:574] : INFO : Epoch 2035 | loss: 0.0311942 | val_loss: 0.0311943 | Time: 2163.02 ms
[2022-03-07 05:42:21 main:574] : INFO : Epoch 2036 | loss: 0.0311931 | val_loss: 0.0311948 | Time: 2162.33 ms
[2022-03-07 05:42:24 main:574] : INFO : Epoch 2037 | loss: 0.0311906 | val_loss: 0.0311931 | Time: 2160.78 ms
[2022-03-07 05:42:26 main:574] : INFO : Epoch 2038 | loss: 0.0311899 | val_loss: 0.0311929 | Time: 2162.18 ms
[2022-03-07 05:42:28 main:574] : INFO : Epoch 2039 | loss: 0.0311905 | val_loss: 0.0311934 | Time: 2163.86 ms
[2022-03-07 05:42:30 main:574] : INFO : Epoch 2040 | loss: 0.0311897 | val_loss: 0.0311926 | Time: 2159.71 ms
[2022-03-07 05:42:32 main:574] : INFO : Epoch 2041 | loss: 0.0311888 | val_loss: 0.0311937 | Time: 2162.26 ms
[2022-03-07 05:42:34 main:574] : INFO : Epoch 2042 | loss: 0.0311888 | val_loss: 0.0311961 | Time: 2167.01 ms
[2022-03-07 05:42:37 main:574] : INFO : Epoch 2043 | loss: 0.0311888 | val_loss: 0.0311943 | Time: 2161.6 ms
[2022-03-07 05:42:39 main:574] : INFO : Epoch 2044 | loss: 0.0311901 | val_loss: 0.0311944 | Time: 2163.28 ms
[2022-03-07 05:42:41 main:574] : INFO : Epoch 2045 | loss: 0.0311897 | val_loss: 0.0311944 | Time: 2165.62 ms
[2022-03-07 05:42:43 main:574] : INFO : Epoch 2046 | loss: 0.0311898 | val_loss: 0.0311951 | Time: 2164.25 ms
[2022-03-07 05:42:45 main:574] : INFO : Epoch 2047 | loss: 0.0311909 | val_loss: 0.0311941 | Time: 2161.98 ms
[2022-03-07 05:42:47 main:574] : INFO : Epoch 2048 | loss: 0.0311895 | val_loss: 0.0311956 | Time: 2161.99 ms
[2022-03-07 05:42:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311956
[2022-03-07 05:42:47 main:603] : INFO : Saving end state to config to file
[2022-03-07 05:42:47 main:608] : INFO : Success, exiting..
05:42:47 (5192): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)