Task 14168843
| Name | ParityModified-1647043631-1565-3-0_0 |
| Workunit | 11231857 |
| Created | 1 Apr 2022, 1:18:30 UTC |
| Sent | 5 Apr 2022, 6:47:55 UTC |
| Report deadline | 13 Apr 2022, 6:47:55 UTC |
| Received | 10 Apr 2022, 21:32:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 27 min 51 sec |
| CPU time | 2 hours 26 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311798 | val_loss: 0.0311886 | Time: 4165.42 ms [2022-04-10 22:57:06 main:574] : INFO : Epoch 1543 | loss: 0.0311799 | val_loss: 0.0311892 | Time: 4198.24 ms [2022-04-10 22:57:10 main:574] : INFO : Epoch 1544 | loss: 0.0311806 | val_loss: 0.0311879 | Time: 4201.24 ms [2022-04-10 22:57:15 main:574] : INFO : Epoch 1545 | loss: 0.0311819 | val_loss: 0.0311898 | Time: 4239.6 ms [2022-04-10 22:57:19 main:574] : INFO : Epoch 1546 | loss: 0.0311813 | val_loss: 0.031187 | Time: 4220.83 ms [2022-04-10 22:57:23 main:574] : INFO : Epoch 1547 | loss: 0.0311809 | val_loss: 0.0311885 | Time: 4225.78 ms [2022-04-10 22:57:27 main:574] : INFO : Epoch 1548 | loss: 0.0311808 | val_loss: 0.0311874 | Time: 4192.89 ms [2022-04-10 22:57:32 main:574] : INFO : Epoch 1549 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 4216.66 ms [2022-04-10 22:57:36 main:574] : INFO : Epoch 1550 | loss: 0.0311794 | val_loss: 0.0311868 | Time: 4180.39 ms [2022-04-10 22:57:40 main:574] : INFO : Epoch 1551 | loss: 0.0311809 | val_loss: 0.0311908 | Time: 4172.06 ms [2022-04-10 22:57:44 main:574] : INFO : Epoch 1552 | loss: 0.0311823 | val_loss: 0.031189 | Time: 4213.52 ms [2022-04-10 22:57:48 main:574] : INFO : Epoch 1553 | loss: 0.0311811 | val_loss: 0.0311896 | Time: 4219.55 ms [2022-04-10 22:57:53 main:574] : INFO : Epoch 1554 | loss: 0.0311801 | val_loss: 0.0311881 | Time: 4251.62 ms [2022-04-10 22:57:57 main:574] : INFO : Epoch 1555 | loss: 0.0311795 | val_loss: 0.0311882 | Time: 4191.51 ms [2022-04-10 22:58:01 main:574] : INFO : Epoch 1556 | loss: 0.0311794 | val_loss: 0.0311876 | Time: 4177.16 ms [2022-04-10 22:58:05 main:574] : INFO : Epoch 1557 | loss: 0.031181 | val_loss: 0.0311882 | Time: 4206.92 ms [2022-04-10 22:58:09 main:574] : INFO : Epoch 1558 | loss: 0.0311823 | val_loss: 0.0311872 | Time: 4203.75 ms [2022-04-10 22:58:14 main:574] : INFO : Epoch 1559 | loss: 0.0311817 | val_loss: 0.0311888 | Time: 4199.82 ms [2022-04-10 22:58:18 main:574] : INFO : Epoch 1560 | loss: 0.03118 | val_loss: 0.0311887 | Time: 4174.12 ms [2022-04-10 22:58:22 main:574] : INFO : Epoch 1561 | loss: 0.0311793 | val_loss: 0.0311881 | Time: 4229.84 ms [2022-04-10 22:58:26 main:574] : INFO : Epoch 1562 | loss: 0.0311792 | val_loss: 0.0311869 | Time: 4196.23 ms [2022-04-10 22:58:30 main:574] : INFO : Epoch 1563 | loss: 0.0311794 | val_loss: 0.0311895 | Time: 4185.56 ms [2022-04-10 22:58:35 main:574] : INFO : Epoch 1564 | loss: 0.0311816 | val_loss: 0.0311882 | Time: 4201.05 ms [2022-04-10 22:58:39 main:574] : INFO : Epoch 1565 | loss: 0.0311826 | val_loss: 0.0311886 | Time: 4196.79 ms [2022-04-10 22:58:43 main:574] : INFO : Epoch 1566 | loss: 0.0311808 | val_loss: 0.0311854 | Time: 4196.66 ms [2022-04-10 22:58:47 main:574] : INFO : Epoch 1567 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 4165.44 ms [2022-04-10 22:58:51 main:574] : INFO : Epoch 1568 | loss: 0.0311788 | val_loss: 0.0311902 | Time: 4164.53 ms [2022-04-10 22:58:56 main:574] : INFO : Epoch 1569 | loss: 0.0311808 | val_loss: 0.0311862 | Time: 4194.71 ms [2022-04-10 22:59:00 main:574] : INFO : Epoch 1570 | loss: 0.0311806 | val_loss: 0.0311889 | Time: 4205.81 ms [2022-04-10 22:59:04 main:574] : INFO : Epoch 1571 | loss: 0.0311796 | val_loss: 0.0311867 | Time: 4220.91 ms [2022-04-10 22:59:08 main:574] : INFO : Epoch 1572 | loss: 0.0311784 | val_loss: 0.0311861 | Time: 4236.24 ms [2022-04-10 22:59:12 main:574] : INFO : Epoch 1573 | loss: 0.0311769 | val_loss: 0.0311852 | Time: 4190.59 ms [2022-04-10 22:59:17 main:574] : INFO : Epoch 1574 | loss: 0.0311775 | val_loss: 0.031186 | Time: 4167.04 ms [2022-04-10 22:59:21 main:574] : INFO : Epoch 1575 | loss: 0.0311778 | val_loss: 0.0311871 | Time: 4223.29 ms [2022-04-10 22:59:25 main:574] : INFO : Epoch 1576 | loss: 0.0311803 | val_loss: 0.0311892 | Time: 4210.94 ms [2022-04-10 22:59:29 main:574] : INFO : Epoch 1577 | loss: 0.0311814 | val_loss: 0.0311902 | Time: 4170.9 ms [2022-04-10 22:59:33 main:574] : INFO : Epoch 1578 | loss: 0.0311809 | val_loss: 0.031188 | Time: 4218.15 ms [2022-04-10 22:59:38 main:574] : INFO : Epoch 1579 | loss: 0.0311788 | val_loss: 0.0311878 | Time: 4220.75 ms [2022-04-10 22:59:42 main:574] : INFO : Epoch 1580 | loss: 0.031179 | val_loss: 0.0311873 | Time: 4196.89 ms [2022-04-10 22:59:46 main:574] : INFO : Epoch 1581 | loss: 0.0311793 | val_loss: 0.031187 | Time: 4182.07 ms [2022-04-10 22:59:50 main:574] : INFO : Epoch 1582 | loss: 0.0311785 | val_loss: 0.031187 | Time: 4211.88 ms [2022-04-10 22:59:55 main:574] : INFO : Epoch 1583 | loss: 0.0311806 | val_loss: 0.0311894 | Time: 4236.11 ms [2022-04-10 22:59:59 main:574] : INFO : Epoch 1584 | loss: 0.0311787 | val_loss: 0.0311863 | Time: 4186.19 ms [2022-04-10 23:00:03 main:574] : INFO : Epoch 1585 | loss: 0.031177 | val_loss: 0.0311848 | Time: 4223.17 ms [2022-04-10 23:00:07 main:574] : INFO : Epoch 1586 | loss: 0.0311776 | val_loss: 0.0311867 | Time: 4216.23 ms [2022-04-10 23:00:11 main:574] : INFO : Epoch 1587 | loss: 0.0311775 | val_loss: 0.0311855 | Time: 4202.99 ms [2022-04-10 23:00:16 main:574] : INFO : Epoch 1588 | loss: 0.0311779 | val_loss: 0.0311876 | Time: 4202.13 ms [2022-04-10 23:00:20 main:574] : INFO : Epoch 1589 | loss: 0.0311774 | val_loss: 0.0311871 | Time: 4205.91 ms [2022-04-10 23:00:24 main:574] : INFO : Epoch 1590 | loss: 0.0311769 | val_loss: 0.0311864 | Time: 4181.63 ms [2022-04-10 23:00:28 main:574] : INFO : Epoch 1591 | loss: 0.0311769 | val_loss: 0.0311874 | Time: 4185.34 ms [2022-04-10 23:00:32 main:574] : INFO : Epoch 1592 | loss: 0.031178 | val_loss: 0.0311899 | Time: 4209.01 ms [2022-04-10 23:00:37 main:574] : INFO : Epoch 1593 | loss: 0.0311793 | val_loss: 0.0311898 | Time: 4193.8 ms [2022-04-10 23:00:41 main:574] : INFO : Epoch 1594 | loss: 0.0311774 | val_loss: 0.0311864 | Time: 4190.38 ms [2022-04-10 23:00:45 main:574] : INFO : Epoch 1595 | loss: 0.031179 | val_loss: 0.0311895 | Time: 4210.84 ms [2022-04-10 23:00:49 main:574] : INFO : Epoch 1596 | loss: 0.0311844 | val_loss: 0.0311876 | Time: 4225.86 ms [2022-04-10 23:00:53 main:574] : INFO : Epoch 1597 | loss: 0.0311812 | val_loss: 0.031188 | Time: 4208.55 ms [2022-04-10 23:00:58 main:574] : INFO : Epoch 1598 | loss: 0.0311814 | val_loss: 0.0311901 | Time: 4185.2 ms [2022-04-10 23:01:02 main:574] : INFO : Epoch 1599 | loss: 0.0311838 | val_loss: 0.0311906 | Time: 4217.29 ms [2022-04-10 23:01:06 main:574] : INFO : Epoch 1600 | loss: 0.0311816 | val_loss: 0.0311874 | Time: 4192.48 ms [2022-04-10 23:01:10 main:574] : INFO : Epoch 1601 | loss: 0.0311811 | val_loss: 0.0311858 | Time: 4260.09 ms [2022-04-10 23:01:15 main:574] : INFO : Epoch 1602 | loss: 0.0311806 | val_loss: 0.0311872 | Time: 4204.94 ms [2022-04-10 23:01:19 main:574] : INFO : Epoch 1603 | loss: 0.03118 | val_loss: 0.0311907 | Time: 4178.31 ms [2022-04-10 23:01:23 main:574] : INFO : Epoch 1604 | loss: 0.0311804 | val_loss: 0.0311885 | Time: 4209.75 ms [2022-04-10 23:01:27 main:574] : INFO : Epoch 1605 | loss: 0.0311781 | val_loss: 0.0311889 | Time: 4161.97 ms [2022-04-10 23:01:31 main:574] : INFO : Epoch 1606 | loss: 0.0311789 | val_loss: 0.0311865 | Time: 4180.71 ms [2022-04-10 23:01:36 main:574] : INFO : Epoch 1607 | loss: 0.0311777 | val_loss: 0.0311867 | Time: 4205.73 ms [2022-04-10 23:01:40 main:574] : INFO : Epoch 1608 | loss: 0.0311793 | val_loss: 0.0311884 | Time: 4254.22 ms [2022-04-10 23:01:44 main:574] : INFO : Epoch 1609 | loss: 0.0311799 | val_loss: 0.0311904 | Time: 4157.92 ms [2022-04-10 23:01:48 main:574] : INFO : Epoch 1610 | loss: 0.0311796 | val_loss: 0.0311867 | Time: 4220 ms [2022-04-10 23:01:52 main:574] : INFO : Epoch 1611 | loss: 0.0311795 | val_loss: 0.0311879 | Time: 4174.61 ms [2022-04-10 23:01:57 main:574] : INFO : Epoch 1612 | loss: 0.0311788 | val_loss: 0.0311886 | Time: 4227.17 ms [2022-04-10 23:02:01 main:574] : INFO : Epoch 1613 | loss: 0.0311779 | val_loss: 0.0311864 | Time: 4195.14 ms [2022-04-10 23:02:05 main:574] : INFO : Epoch 1614 | loss: 0.0311778 | val_loss: 0.0311869 | Time: 4220.44 ms [2022-04-10 23:02:09 main:574] : INFO : Epoch 1615 | loss: 0.0311771 | val_loss: 0.031187 | Time: 4187.03 ms [2022-04-10 23:02:13 main:574] : INFO : Epoch 1616 | loss: 0.0311775 | val_loss: 0.031189 | Time: 4216.29 ms [2022-04-10 23:02:18 main:574] : INFO : Epoch 1617 | loss: 0.0311773 | val_loss: 0.03119 | Time: 4205.76 ms [2022-04-10 23:02:22 main:574] : INFO : Epoch 1618 | loss: 0.0311794 | val_loss: 0.0311885 | Time: 4206.84 ms [2022-04-10 23:02:26 main:574] : INFO : Epoch 1619 | loss: 0.0311795 | val_loss: 0.0311874 | Time: 4157.21 ms [2022-04-10 23:02:30 main:574] : INFO : Epoch 1620 | loss: 0.0311782 | val_loss: 0.0311875 | Time: 4249.26 ms [2022-04-10 23:02:34 main:574] : INFO : Epoch 1621 | loss: 0.03118 | val_loss: 0.0311875 | Time: 4199.51 ms [2022-04-10 23:02:39 main:574] : INFO : Epoch 1622 | loss: 0.031181 | val_loss: 0.0311868 | Time: 4194.96 ms [2022-04-10 23:02:43 main:574] : INFO : Epoch 1623 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 4210.93 ms [2022-04-10 23:02:47 main:574] : INFO : Epoch 1624 | loss: 0.0311807 | val_loss: 0.0311865 | Time: 4196.37 ms [2022-04-10 23:02:51 main:574] : INFO : Epoch 1625 | loss: 0.03118 | val_loss: 0.0311863 | Time: 4228.68 ms [2022-04-10 23:02:55 main:574] : INFO : Epoch 1626 | loss: 0.0311792 | val_loss: 0.0311868 | Time: 4201.59 ms [2022-04-10 23:03:00 main:574] : INFO : Epoch 1627 | loss: 0.0311815 | val_loss: 0.0311899 | Time: 4272.47 ms [2022-04-10 23:03:04 main:574] : INFO : Epoch 1628 | loss: 0.0311814 | val_loss: 0.031187 | Time: 4214.54 ms [2022-04-10 23:03:08 main:574] : INFO : Epoch 1629 | loss: 0.0311789 | val_loss: 0.0311863 | Time: 4198.28 ms [2022-04-10 23:03:12 main:574] : INFO : Epoch 1630 | loss: 0.0311784 | val_loss: 0.0311879 | Time: 4193.48 ms [2022-04-10 23:03:17 main:574] : INFO : Epoch 1631 | loss: 0.0311788 | val_loss: 0.0311886 | Time: 4206.84 ms [2022-04-10 23:03:21 main:574] : INFO : Epoch 1632 | loss: 0.0311848 | val_loss: 0.0311888 | Time: 4169.39 ms [2022-04-10 23:03:25 main:574] : INFO : Epoch 1633 | loss: 0.0311853 | val_loss: 0.0311918 | Time: 4218.47 ms [2022-04-10 23:03:29 main:574] : INFO : Epoch 1634 | loss: 0.031178 | val_loss: 0.0311875 | Time: 4193.92 ms [2022-04-10 23:03:33 main:574] : INFO : Epoch 1635 | loss: 0.0311779 | val_loss: 0.0311896 | Time: 4206.05 ms [2022-04-10 23:03:38 main:574] : INFO : Epoch 1636 | loss: 0.031179 | val_loss: 0.0311913 | Time: 4235.99 ms [2022-04-10 23:03:42 main:574] : INFO : Epoch 1637 | loss: 0.0311803 | val_loss: 0.031191 | Time: 4190.91 ms [2022-04-10 23:03:46 main:574] : INFO : Epoch 1638 | loss: 0.0311797 | val_loss: 0.0311866 | Time: 4165.71 ms [2022-04-10 23:03:50 main:574] : INFO : Epoch 1639 | loss: 0.0311806 | val_loss: 0.0311935 | Time: 4215.33 ms [2022-04-10 23:03:54 main:574] : INFO : Epoch 1640 | loss: 0.031186 | val_loss: 0.0311901 | Time: 4201.58 ms [2022-04-10 23:03:59 main:574] : INFO : Epoch 1641 | loss: 0.0311836 | val_loss: 0.0311884 | Time: 4189.59 ms [2022-04-10 23:04:03 main:574] : INFO : Epoch 1642 | loss: 0.0311842 | val_loss: 0.0311917 | Time: 4209.78 ms [2022-04-10 23:04:07 main:574] : INFO : Epoch 1643 | loss: 0.0311837 | val_loss: 0.0311896 | Time: 4200.24 ms [2022-04-10 23:04:11 main:574] : INFO : Epoch 1644 | loss: 0.0311869 | val_loss: 0.0311896 | Time: 4180.8 ms [2022-04-10 23:04:15 main:574] : INFO : Epoch 1645 | loss: 0.0311847 | val_loss: 0.031187 | Time: 4227.74 ms [2022-04-10 23:04:20 main:574] : INFO : Epoch 1646 | loss: 0.0311834 | val_loss: 0.0311882 | Time: 4244.86 ms [2022-04-10 23:04:24 main:574] : INFO : Epoch 1647 | loss: 0.0311847 | val_loss: 0.0311885 | Time: 4183.88 ms [2022-04-10 23:04:28 main:574] : INFO : Epoch 1648 | loss: 0.0311861 | val_loss: 0.0311987 | Time: 4197.74 ms [2022-04-10 23:04:32 main:574] : INFO : Epoch 1649 | loss: 0.0311892 | val_loss: 0.0311891 | Time: 4229.18 ms [2022-04-10 23:04:37 main:574] : INFO : Epoch 1650 | loss: 0.0311849 | val_loss: 0.0311855 | Time: 4220.04 ms [2022-04-10 23:04:41 main:574] : INFO : Epoch 1651 | loss: 0.0311843 | val_loss: 0.0311846 | Time: 4202.41 ms [2022-04-10 23:04:45 main:574] : INFO : Epoch 1652 | loss: 0.031183 | val_loss: 0.0311866 | Time: 4208.82 ms [2022-04-10 23:04:49 main:574] : INFO : Epoch 1653 | loss: 0.0311836 | val_loss: 0.031187 | Time: 4163.55 ms [2022-04-10 23:04:53 main:574] : INFO : Epoch 1654 | loss: 0.031183 | val_loss: 0.0311878 | Time: 4200.46 ms [2022-04-10 23:04:58 main:574] : INFO : Epoch 1655 | loss: 0.0311826 | val_loss: 0.0311865 | Time: 4249.75 ms [2022-04-10 23:05:02 main:574] : INFO : Epoch 1656 | loss: 0.0311838 | val_loss: 0.0311935 | Time: 4191.57 ms [2022-04-10 23:05:06 main:574] : INFO : Epoch 1657 | loss: 0.0311871 | val_loss: 0.0311885 | Time: 4204.76 ms [2022-04-10 23:05:10 main:574] : INFO : Epoch 1658 | loss: 0.0311869 | val_loss: 0.0311874 | Time: 4231.51 ms [2022-04-10 23:05:14 main:574] : INFO : Epoch 1659 | loss: 0.031186 | val_loss: 0.0311898 | Time: 4216.11 ms [2022-04-10 23:05:19 main:574] : INFO : Epoch 1660 | loss: 0.0311862 | val_loss: 0.0311878 | Time: 4243.37 ms [2022-04-10 23:05:23 main:574] : INFO : Epoch 1661 | loss: 0.0311859 | val_loss: 0.0311895 | Time: 4187.64 ms [2022-04-10 23:05:27 main:574] : INFO : Epoch 1662 | loss: 0.0311848 | val_loss: 0.0311894 | Time: 4220.18 ms [2022-04-10 23:05:31 main:574] : INFO : Epoch 1663 | loss: 0.0311841 | val_loss: 0.031187 | Time: 4161.79 ms [2022-04-10 23:05:35 main:574] : INFO : Epoch 1664 | loss: 0.0311839 | val_loss: 0.0311875 | Time: 4177.35 ms [2022-04-10 23:05:40 main:574] : INFO : Epoch 1665 | loss: 0.0311849 | val_loss: 0.0311872 | Time: 4218.43 ms [2022-04-10 23:05:44 main:574] : INFO : Epoch 1666 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 4225.09 ms [2022-04-10 23:05:48 main:574] : INFO : Epoch 1667 | loss: 0.0311907 | val_loss: 0.0311995 | Time: 4218.77 ms [2022-04-10 23:05:52 main:574] : INFO : Epoch 1668 | loss: 0.0312011 | val_loss: 0.0311995 | Time: 4212.75 ms [2022-04-10 23:05:57 main:574] : INFO : Epoch 1669 | loss: 0.0311983 | val_loss: 0.0311973 | Time: 4171.96 ms [2022-04-10 23:06:01 main:574] : INFO : Epoch 1670 | loss: 0.0311951 | val_loss: 0.0311959 | Time: 4236.35 ms [2022-04-10 23:06:05 main:574] : INFO : Epoch 1671 | loss: 0.0311937 | val_loss: 0.0311931 | Time: 4203.48 ms [2022-04-10 23:06:09 main:574] : INFO : Epoch 1672 | loss: 0.0311926 | val_loss: 0.0311906 | Time: 4230.06 ms [2022-04-10 23:06:13 main:574] : INFO : Epoch 1673 | loss: 0.0311897 | val_loss: 0.0311879 | Time: 4202.25 ms [2022-04-10 23:06:18 main:574] : INFO : Epoch 1674 | loss: 0.0311886 | val_loss: 0.0311869 | Time: 4370.31 ms [2022-04-10 23:06:22 main:574] : INFO : Epoch 1675 | loss: 0.0311876 | val_loss: 0.031189 | Time: 4344.94 ms [2022-04-10 23:06:26 main:574] : INFO : Epoch 1676 | loss: 0.0311863 | val_loss: 0.031186 | Time: 4211.04 ms [2022-04-10 23:06:31 main:574] : INFO : Epoch 1677 | loss: 0.0311851 | val_loss: 0.0311856 | Time: 4229.81 ms [2022-04-10 23:06:35 main:574] : INFO : Epoch 1678 | loss: 0.031185 | val_loss: 0.0311843 | Time: 4183.07 ms [2022-04-10 23:06:39 main:574] : INFO : Epoch 1679 | loss: 0.0311867 | val_loss: 0.0311874 | Time: 4173.37 ms [2022-04-10 23:06:43 main:574] : INFO : Epoch 1680 | loss: 0.0311876 | val_loss: 0.0311859 | Time: 4188.11 ms [2022-04-10 23:06:47 main:574] : INFO : Epoch 1681 | loss: 0.0311859 | val_loss: 0.0311868 | Time: 4203.94 ms [2022-04-10 23:06:52 main:574] : INFO : Epoch 1682 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 4167.4 ms [2022-04-10 23:06:56 main:574] : INFO : Epoch 1683 | loss: 0.0311847 | val_loss: 0.0311861 | Time: 4270.56 ms [2022-04-10 23:07:00 main:574] : INFO : Epoch 1684 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 4230.1 ms [2022-04-10 23:07:04 main:574] : INFO : Epoch 1685 | loss: 0.0311841 | val_loss: 0.0311885 | Time: 4188.44 ms [2022-04-10 23:07:08 main:574] : INFO : Epoch 1686 | loss: 0.0311857 | val_loss: 0.0311864 | Time: 4170.66 ms [2022-04-10 23:07:13 main:574] : INFO : Epoch 1687 | loss: 0.0311845 | val_loss: 0.0311855 | Time: 4162.59 ms [2022-04-10 23:07:17 main:574] : INFO : Epoch 1688 | loss: 0.0311846 | val_loss: 0.0311896 | Time: 4215.87 ms [2022-04-10 23:07:21 main:574] : INFO : Epoch 1689 | loss: 0.0311854 | val_loss: 0.0311894 | Time: 4223.94 ms [2022-04-10 23:07:25 main:574] : INFO : Epoch 1690 | loss: 0.0311873 | val_loss: 0.0311882 | Time: 4208.11 ms [2022-04-10 23:07:29 main:574] : INFO : Epoch 1691 | loss: 0.0311855 | val_loss: 0.031185 | Time: 4211.25 ms [2022-04-10 23:07:34 main:574] : INFO : Epoch 1692 | loss: 0.0311846 | val_loss: 0.0311837 | Time: 4232.14 ms [2022-04-10 23:07:38 main:574] : INFO : Epoch 1693 | loss: 0.0311813 | val_loss: 0.0311844 | Time: 4215.08 ms [2022-04-10 23:07:42 main:574] : INFO : Epoch 1694 | loss: 0.0311812 | val_loss: 0.0311838 | Time: 4201.94 ms [2022-04-10 23:07:46 main:574] : INFO : Epoch 1695 | loss: 0.0311837 | val_loss: 0.0311842 | Time: 4228.79 ms [2022-04-10 23:07:51 main:574] : INFO : Epoch 1696 | loss: 0.0311834 | val_loss: 0.0311835 | Time: 4201.94 ms [2022-04-10 23:07:55 main:574] : INFO : Epoch 1697 | loss: 0.0311809 | val_loss: 0.0311866 | Time: 4191.1 ms [2022-04-10 23:07:59 main:574] : INFO : Epoch 1698 | loss: 0.0311825 | val_loss: 0.0311873 | Time: 4201.74 ms [2022-04-10 23:08:03 main:574] : INFO : Epoch 1699 | loss: 0.0311822 | val_loss: 0.0311871 | Time: 4165.4 ms [2022-04-10 23:08:07 main:574] : INFO : Epoch 1700 | loss: 0.0311833 | val_loss: 0.0311871 | Time: 4200.45 ms [2022-04-10 23:08:12 main:574] : INFO : Epoch 1701 | loss: 0.0311835 | val_loss: 0.0311864 | Time: 4207.07 ms [2022-04-10 23:08:16 main:574] : INFO : Epoch 1702 | loss: 0.0311836 | val_loss: 0.0311909 | Time: 4225.31 ms [2022-04-10 23:08:20 main:574] : INFO : Epoch 1703 | loss: 0.0311926 | val_loss: 0.0311998 | Time: 4224.3 ms [2022-04-10 23:08:24 main:574] : INFO : Epoch 1704 | loss: 0.0311935 | val_loss: 0.0311924 | Time: 4235.22 ms [2022-04-10 23:08:29 main:574] : INFO : Epoch 1705 | loss: 0.0311887 | val_loss: 0.0311907 | Time: 4270.46 ms [2022-04-10 23:08:33 main:574] : INFO : Epoch 1706 | loss: 0.0311876 | val_loss: 0.0311925 | Time: 4232.49 ms [2022-04-10 23:08:37 main:574] : INFO : Epoch 1707 | loss: 0.0311874 | val_loss: 0.0311898 | Time: 4214.75 ms [2022-04-10 23:08:41 main:574] : INFO : Epoch 1708 | loss: 0.0311862 | val_loss: 0.0311874 | Time: 4235.19 ms [2022-04-10 23:08:45 main:574] : INFO : Epoch 1709 | loss: 0.0311849 | val_loss: 0.0311876 | Time: 4200.79 ms [2022-04-10 23:08:50 main:574] : INFO : Epoch 1710 | loss: 0.031186 | val_loss: 0.0311892 | Time: 4192.14 ms [2022-04-10 23:08:54 main:574] : INFO : Epoch 1711 | loss: 0.0311847 | val_loss: 0.0311868 | Time: 4226.31 ms [2022-04-10 23:08:58 main:574] : INFO : Epoch 1712 | loss: 0.0311853 | val_loss: 0.0311902 | Time: 4202.72 ms [2022-04-10 23:09:02 main:574] : INFO : Epoch 1713 | loss: 0.0311842 | val_loss: 0.0311883 | Time: 4219.39 ms [2022-04-10 23:09:07 main:574] : INFO : Epoch 1714 | loss: 0.0311855 | val_loss: 0.0311869 | Time: 4221.71 ms [2022-04-10 23:09:11 main:574] : INFO : Epoch 1715 | loss: 0.0311839 | val_loss: 0.0311881 | Time: 4196.37 ms [2022-04-10 23:09:15 main:574] : INFO : Epoch 1716 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 4196.18 ms [2022-04-10 23:09:19 main:574] : INFO : Epoch 1717 | loss: 0.0311858 | val_loss: 0.0311888 | Time: 4201.56 ms [2022-04-10 23:09:23 main:574] : INFO : Epoch 1718 | loss: 0.0311864 | val_loss: 0.0311884 | Time: 4169.72 ms [2022-04-10 23:09:27 main:574] : INFO : Epoch 1719 | loss: 0.0311846 | val_loss: 0.0311883 | Time: 4207.68 ms [2022-04-10 23:09:32 main:574] : INFO : Epoch 1720 | loss: 0.0311841 | val_loss: 0.0311867 | Time: 4237.11 ms [2022-04-10 23:09:36 main:574] : INFO : Epoch 1721 | loss: 0.0311847 | val_loss: 0.0311852 | Time: 4219.26 ms [2022-04-10 23:09:40 main:574] : INFO : Epoch 1722 | loss: 0.0311836 | val_loss: 0.0311852 | Time: 4181.97 ms [2022-04-10 23:09:44 main:574] : INFO : Epoch 1723 | loss: 0.0311852 | val_loss: 0.0311845 | Time: 4170.75 ms [2022-04-10 23:09:49 main:574] : INFO : Epoch 1724 | loss: 0.0311844 | val_loss: 0.0311864 | Time: 4188.88 ms [2022-04-10 23:09:53 main:574] : INFO : Epoch 1725 | loss: 0.0311855 | val_loss: 0.0311868 | Time: 4210.39 ms [2022-04-10 23:09:57 main:574] : INFO : Epoch 1726 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 4204.85 ms [2022-04-10 23:10:01 main:574] : INFO : Epoch 1727 | loss: 0.0311849 | val_loss: 0.0311871 | Time: 4217.94 ms [2022-04-10 23:10:05 main:574] : INFO : Epoch 1728 | loss: 0.0311837 | val_loss: 0.0311882 | Time: 4196.39 ms [2022-04-10 23:10:10 main:574] : INFO : Epoch 1729 | loss: 0.0311845 | val_loss: 0.0311908 | Time: 4193.94 ms [2022-04-10 23:10:14 main:574] : INFO : Epoch 1730 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 4214.63 ms [2022-04-10 23:10:18 main:574] : INFO : Epoch 1731 | loss: 0.0311815 | val_loss: 0.0311849 | Time: 4234.31 ms [2022-04-10 23:10:22 main:574] : INFO : Epoch 1732 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 4221.16 ms [2022-04-10 23:10:26 main:574] : INFO : Epoch 1733 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 4232.99 ms [2022-04-10 23:10:31 main:574] : INFO : Epoch 1734 | loss: 0.0311813 | val_loss: 0.0311879 | Time: 4238.54 ms [2022-04-10 23:10:35 main:574] : INFO : Epoch 1735 | loss: 0.0311814 | val_loss: 0.0311876 | Time: 4209.71 ms [2022-04-10 23:10:39 main:574] : INFO : Epoch 1736 | loss: 0.0311817 | val_loss: 0.0311871 | Time: 4174.55 ms [2022-04-10 23:10:43 main:574] : INFO : Epoch 1737 | loss: 0.0311819 | val_loss: 0.0311881 | Time: 4229.71 ms [2022-04-10 23:10:48 main:574] : INFO : Epoch 1738 | loss: 0.0311808 | val_loss: 0.0311876 | Time: 4215.44 ms [2022-04-10 23:10:52 main:574] : INFO : Epoch 1739 | loss: 0.0311819 | val_loss: 0.0311901 | Time: 4189.46 ms [2022-04-10 23:10:56 main:574] : INFO : Epoch 1740 | loss: 0.0311826 | val_loss: 0.0311885 | Time: 4185.24 ms [2022-04-10 23:11:00 main:574] : INFO : Epoch 1741 | loss: 0.0311814 | val_loss: 0.0311884 | Time: 4242.44 ms [2022-04-10 23:11:04 main:574] : INFO : Epoch 1742 | loss: 0.0311806 | val_loss: 0.0311878 | Time: 4214.09 ms [2022-04-10 23:11:09 main:574] : INFO : Epoch 1743 | loss: 0.0311814 | val_loss: 0.0311906 | Time: 4246.31 ms [2022-04-10 23:11:13 main:574] : INFO : Epoch 1744 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 4188.34 ms [2022-04-10 23:11:17 main:574] : INFO : Epoch 1745 | loss: 0.0311818 | val_loss: 0.0311896 | Time: 4316.84 ms [2022-04-10 23:11:21 main:574] : INFO : Epoch 1746 | loss: 0.0311812 | val_loss: 0.0311874 | Time: 4204.13 ms [2022-04-10 23:11:26 main:574] : INFO : Epoch 1747 | loss: 0.0311822 | val_loss: 0.0311883 | Time: 4206.45 ms [2022-04-10 23:11:30 main:574] : INFO : Epoch 1748 | loss: 0.0311851 | val_loss: 0.0311928 | Time: 4200.83 ms [2022-04-10 23:11:34 main:574] : INFO : Epoch 1749 | loss: 0.0311888 | val_loss: 0.0311929 | Time: 4223.32 ms [2022-04-10 23:11:38 main:574] : INFO : Epoch 1750 | loss: 0.031194 | val_loss: 0.0311951 | Time: 4214.12 ms [2022-04-10 23:11:43 main:574] : INFO : Epoch 1751 | loss: 0.0311972 | val_loss: 0.031206 | Time: 4237.31 ms [2022-04-10 23:11:47 main:574] : INFO : Epoch 1752 | loss: 0.0312045 | val_loss: 0.0311986 | Time: 4219.59 ms [2022-04-10 23:11:51 main:574] : INFO : Epoch 1753 | loss: 0.0312009 | val_loss: 0.0311999 | Time: 4213.06 ms [2022-04-10 23:11:55 main:574] : INFO : Epoch 1754 | loss: 0.031202 | val_loss: 0.0312082 | Time: 4231.47 ms [2022-04-10 23:11:59 main:574] : INFO : Epoch 1755 | loss: 0.0312045 | val_loss: 0.0312119 | Time: 4210.08 ms [2022-04-10 23:12:04 main:574] : INFO : Epoch 1756 | loss: 0.0312076 | val_loss: 0.0312066 | Time: 4222.88 ms [2022-04-10 23:12:08 main:574] : INFO : Epoch 1757 | loss: 0.0312085 | val_loss: 0.0312101 | Time: 4241.44 ms [2022-04-10 23:12:12 main:574] : INFO : Epoch 1758 | loss: 0.0312079 | val_loss: 0.0312096 | Time: 4200.03 ms [2022-04-10 23:12:16 main:574] : INFO : Epoch 1759 | loss: 0.0312071 | val_loss: 0.0312072 | Time: 4198.6 ms [2022-04-10 23:12:20 main:574] : INFO : Epoch 1760 | loss: 0.0312056 | val_loss: 0.0312052 | Time: 4174.25 ms [2022-04-10 23:12:25 main:574] : INFO : Epoch 1761 | loss: 0.0312057 | val_loss: 0.0312073 | Time: 4172.45 ms [2022-04-10 23:12:29 main:574] : INFO : Epoch 1762 | loss: 0.0312054 | val_loss: 0.0312066 | Time: 4230.34 ms [2022-04-10 23:12:33 main:574] : INFO : Epoch 1763 | loss: 0.0312076 | val_loss: 0.0312071 | Time: 4187.31 ms [2022-04-10 23:12:37 main:574] : INFO : Epoch 1764 | loss: 0.031207 | val_loss: 0.0312072 | Time: 4205.21 ms [2022-04-10 23:12:41 main:574] : INFO : Epoch 1765 | loss: 0.031208 | val_loss: 0.0312053 | Time: 4211.62 ms [2022-04-10 23:12:46 main:574] : INFO : Epoch 1766 | loss: 0.0312086 | val_loss: 0.031208 | Time: 4172.82 ms [2022-04-10 23:12:50 main:574] : INFO : Epoch 1767 | loss: 0.0312068 | val_loss: 0.0312055 | Time: 4225.27 ms [2022-04-10 23:12:54 main:574] : INFO : Epoch 1768 | loss: 0.0312071 | val_loss: 0.031212 | Time: 4203.14 ms [2022-04-10 23:12:58 main:574] : INFO : Epoch 1769 | loss: 0.0312119 | val_loss: 0.0312105 | Time: 4186.43 ms [2022-04-10 23:13:02 main:574] : INFO : Epoch 1770 | loss: 0.0312138 | val_loss: 0.0312121 | Time: 4205.18 ms [2022-04-10 23:13:07 main:574] : INFO : Epoch 1771 | loss: 0.0312123 | val_loss: 0.0312154 | Time: 4217.16 ms [2022-04-10 23:13:11 main:574] : INFO : Epoch 1772 | loss: 0.0312102 | val_loss: 0.0312084 | Time: 4179.11 ms [2022-04-10 23:13:15 main:574] : INFO : Epoch 1773 | loss: 0.0312053 | val_loss: 0.0312064 | Time: 4220.77 ms [2022-04-10 23:13:19 main:574] : INFO : Epoch 1774 | loss: 0.031207 | val_loss: 0.031205 | Time: 4235.56 ms [2022-04-10 23:13:24 main:574] : INFO : Epoch 1775 | loss: 0.0312075 | val_loss: 0.0312055 | Time: 4190.87 ms [2022-04-10 23:13:28 main:574] : INFO : Epoch 1776 | loss: 0.0312086 | val_loss: 0.0312097 | Time: 4185.85 ms [2022-04-10 23:13:32 main:574] : INFO : Epoch 1777 | loss: 0.0312058 | val_loss: 0.0312057 | Time: 4199.71 ms [2022-04-10 23:13:36 main:574] : INFO : Epoch 1778 | loss: 0.0312047 | val_loss: 0.0312069 | Time: 4202.43 ms [2022-04-10 23:13:40 main:574] : INFO : Epoch 1779 | loss: 0.0312056 | val_loss: 0.0312035 | Time: 4211.86 ms [2022-04-10 23:13:45 main:574] : INFO : Epoch 1780 | loss: 0.0312054 | val_loss: 0.0312025 | Time: 4214.23 ms [2022-04-10 23:13:49 main:574] : INFO : Epoch 1781 | loss: 0.0312056 | val_loss: 0.0312036 | Time: 4191.02 ms [2022-04-10 23:13:53 main:574] : INFO : Epoch 1782 | loss: 0.0312052 | val_loss: 0.0312072 | Time: 4191.85 ms [2022-04-10 23:13:57 main:574] : INFO : Epoch 1783 | loss: 0.0312048 | val_loss: 0.0312074 | Time: 4178.39 ms [2022-04-10 23:14:01 main:574] : INFO : Epoch 1784 | loss: 0.0312049 | val_loss: 0.0312026 | Time: 4220.81 ms [2022-04-10 23:14:06 main:574] : INFO : Epoch 1785 | loss: 0.0312046 | val_loss: 0.0312027 | Time: 4192.96 ms [2022-04-10 23:14:10 main:574] : INFO : Epoch 1786 | loss: 0.031204 | val_loss: 0.0312065 | Time: 4213.17 ms [2022-04-10 23:14:14 main:574] : INFO : Epoch 1787 | loss: 0.0312062 | val_loss: 0.0312121 | Time: 4167.53 ms [2022-04-10 23:14:18 main:574] : INFO : Epoch 1788 | loss: 0.0312072 | val_loss: 0.0312044 | Time: 4220.17 ms [2022-04-10 23:14:22 main:574] : INFO : Epoch 1789 | loss: 0.031203 | val_loss: 0.0312033 | Time: 4226.04 ms [2022-04-10 23:14:27 main:574] : INFO : Epoch 1790 | loss: 0.0312023 | val_loss: 0.0312026 | Time: 4243.54 ms [2022-04-10 23:14:31 main:574] : INFO : Epoch 1791 | loss: 0.0312053 | val_loss: 0.0312066 | Time: 4203.78 ms [2022-04-10 23:14:35 main:574] : INFO : Epoch 1792 | loss: 0.031205 | val_loss: 0.0312066 | Time: 4197.66 ms [2022-04-10 23:14:39 main:574] : INFO : Epoch 1793 | loss: 0.0312034 | val_loss: 0.0312033 | Time: 4204.71 ms [2022-04-10 23:14:44 main:574] : INFO : Epoch 1794 | loss: 0.0312017 | val_loss: 0.031201 | Time: 4218.06 ms [2022-04-10 23:14:48 main:574] : INFO : Epoch 1795 | loss: 0.0312007 | val_loss: 0.031201 | Time: 4207.27 ms [2022-04-10 23:14:52 main:574] : INFO : Epoch 1796 | loss: 0.0312009 | val_loss: 0.0312014 | Time: 4229.26 ms [2022-04-10 23:14:56 main:574] : INFO : Epoch 1797 | loss: 0.0312033 | val_loss: 0.03121 | Time: 4224.97 ms [2022-04-10 23:15:00 main:574] : INFO : Epoch 1798 | loss: 0.031202 | val_loss: 0.0312014 | Time: 4250.94 ms [2022-04-10 23:15:05 main:574] : INFO : Epoch 1799 | loss: 0.0312021 | val_loss: 0.0312017 | Time: 4193.47 ms [2022-04-10 23:15:09 main:574] : INFO : Epoch 1800 | loss: 0.0312011 | val_loss: 0.0312008 | Time: 4195.56 ms [2022-04-10 23:15:13 main:574] : INFO : Epoch 1801 | loss: 0.0311997 | val_loss: 0.0312002 | Time: 4238.11 ms [2022-04-10 23:15:17 main:574] : INFO : Epoch 1802 | loss: 0.0311988 | val_loss: 0.0311975 | Time: 4197.19 ms [2022-04-10 23:15:22 main:574] : INFO : Epoch 1803 | loss: 0.0311983 | val_loss: 0.0311977 | Time: 4204.75 ms [2022-04-10 23:15:26 main:574] : INFO : Epoch 1804 | loss: 0.031198 | val_loss: 0.0311975 | Time: 4219.89 ms [2022-04-10 23:15:30 main:574] : INFO : Epoch 1805 | loss: 0.0311994 | val_loss: 0.0311991 | Time: 4223.72 ms [2022-04-10 23:15:34 main:574] : INFO : Epoch 1806 | loss: 0.0312028 | val_loss: 0.0312058 | Time: 4207.77 ms [2022-04-10 23:15:38 main:574] : INFO : Epoch 1807 | loss: 0.0311987 | val_loss: 0.0312012 | Time: 4232.24 ms [2022-04-10 23:15:43 main:574] : INFO : Epoch 1808 | loss: 0.0311973 | val_loss: 0.0311973 | Time: 4193.33 ms [2022-04-10 23:15:47 main:574] : INFO : Epoch 1809 | loss: 0.0311985 | val_loss: 0.0311977 | Time: 4211.57 ms [2022-04-10 23:15:51 main:574] : INFO : Epoch 1810 | loss: 0.0311997 | val_loss: 0.0311996 | Time: 4217.09 ms [2022-04-10 23:15:55 main:574] : INFO : Epoch 1811 | loss: 0.0311986 | val_loss: 0.0312034 | Time: 4198.45 ms [2022-04-10 23:15:59 main:574] : INFO : Epoch 1812 | loss: 0.0311989 | val_loss: 0.0312002 | Time: 4194.34 ms [2022-04-10 23:16:04 main:574] : INFO : Epoch 1813 | loss: 0.0311999 | val_loss: 0.031199 | Time: 4232.13 ms [2022-04-10 23:16:08 main:574] : INFO : Epoch 1814 | loss: 0.0311984 | val_loss: 0.0312023 | Time: 4196.52 ms [2022-04-10 23:16:12 main:574] : INFO : Epoch 1815 | loss: 0.0312032 | val_loss: 0.0311972 | Time: 4186.89 ms [2022-04-10 23:16:16 main:574] : INFO : Epoch 1816 | loss: 0.031198 | val_loss: 0.0311946 | Time: 4211.89 ms [2022-04-10 23:16:21 main:574] : INFO : Epoch 1817 | loss: 0.0311979 | val_loss: 0.0311968 | Time: 4234.49 ms [2022-04-10 23:16:25 main:574] : INFO : Epoch 1818 | loss: 0.0311982 | val_loss: 0.0311977 | Time: 4219.92 ms [2022-04-10 23:16:29 main:574] : INFO : Epoch 1819 | loss: 0.0311981 | val_loss: 0.0311996 | Time: 4203.19 ms [2022-04-10 23:16:33 main:574] : INFO : Epoch 1820 | loss: 0.0312007 | val_loss: 0.0312011 | Time: 4196.91 ms [2022-04-10 23:16:37 main:574] : INFO : Epoch 1821 | loss: 0.0311991 | val_loss: 0.031197 | Time: 4205.98 ms [2022-04-10 23:16:42 main:574] : INFO : Epoch 1822 | loss: 0.0311976 | val_loss: 0.0311963 | Time: 4206.34 ms [2022-04-10 23:16:46 main:574] : INFO : Epoch 1823 | loss: 0.0311971 | val_loss: 0.031199 | Time: 4193.07 ms [2022-04-10 23:16:50 main:574] : INFO : Epoch 1824 | loss: 0.031197 | val_loss: 0.0311962 | Time: 4218.59 ms [2022-04-10 23:16:54 main:574] : INFO : Epoch 1825 | loss: 0.0311973 | val_loss: 0.031197 | Time: 4213.51 ms [2022-04-10 23:16:58 main:574] : INFO : Epoch 1826 | loss: 0.0311969 | val_loss: 0.0311961 | Time: 4233.77 ms [2022-04-10 23:17:03 main:574] : INFO : Epoch 1827 | loss: 0.0311963 | val_loss: 0.0311966 | Time: 4153.8 ms [2022-04-10 23:17:07 main:574] : INFO : Epoch 1828 | loss: 0.0311955 | val_loss: 0.0311998 | Time: 4237.13 ms [2022-04-10 23:17:11 main:574] : INFO : Epoch 1829 | loss: 0.031197 | val_loss: 0.0311981 | Time: 4176.58 ms [2022-04-10 23:17:15 main:574] : INFO : Epoch 1830 | loss: 0.0311971 | val_loss: 0.031195 | Time: 4173.67 ms [2022-04-10 23:17:20 main:574] : INFO : Epoch 1831 | loss: 0.0311974 | val_loss: 0.0311973 | Time: 4269.91 ms [2022-04-10 23:17:24 main:574] : INFO : Epoch 1832 | loss: 0.0311982 | val_loss: 0.0311974 | Time: 4209.73 ms [2022-04-10 23:17:28 main:574] : INFO : Epoch 1833 | loss: 0.0311984 | val_loss: 0.0311973 | Time: 4202.39 ms [2022-04-10 23:17:32 main:574] : INFO : Epoch 1834 | loss: 0.0311996 | val_loss: 0.0312002 | Time: 4176.71 ms [2022-04-10 23:17:36 main:574] : INFO : Epoch 1835 | loss: 0.0312012 | val_loss: 0.0311991 | Time: 4232.72 ms [2022-04-10 23:17:41 main:574] : INFO : Epoch 1836 | loss: 0.0312007 | val_loss: 0.0311987 | Time: 4202.67 ms [2022-04-10 23:17:45 main:574] : INFO : Epoch 1837 | loss: 0.0311996 | val_loss: 0.0311985 | Time: 4168.88 ms [2022-04-10 23:17:49 main:574] : INFO : Epoch 1838 | loss: 0.0311993 | val_loss: 0.0311981 | Time: 4214.8 ms [2022-04-10 23:17:53 main:574] : INFO : Epoch 1839 | loss: 0.0312015 | val_loss: 0.0311995 | Time: 4198.07 ms [2022-04-10 23:17:57 main:574] : INFO : Epoch 1840 | loss: 0.0312012 | val_loss: 0.0311981 | Time: 4258.07 ms [2022-04-10 23:18:02 main:574] : INFO : Epoch 1841 | loss: 0.0311996 | val_loss: 0.0311966 | Time: 4219.55 ms [2022-04-10 23:18:06 main:574] : INFO : Epoch 1842 | loss: 0.0311991 | val_loss: 0.0311968 | Time: 4244.09 ms [2022-04-10 23:18:10 main:574] : INFO : Epoch 1843 | loss: 0.0311977 | val_loss: 0.0311969 | Time: 4190.24 ms [2022-04-10 23:18:14 main:574] : INFO : Epoch 1844 | loss: 0.0311982 | val_loss: 0.0311968 | Time: 4197.19 ms [2022-04-10 23:18:18 main:574] : INFO : Epoch 1845 | loss: 0.0312007 | val_loss: 0.0312013 | Time: 4205.04 ms [2022-04-10 23:18:23 main:574] : INFO : Epoch 1846 | loss: 0.0311973 | val_loss: 0.0311974 | Time: 4272.41 ms [2022-04-10 23:18:27 main:574] : INFO : Epoch 1847 | loss: 0.0311974 | val_loss: 0.0311969 | Time: 4173.4 ms [2022-04-10 23:18:31 main:574] : INFO : Epoch 1848 | loss: 0.0311975 | val_loss: 0.0311967 | Time: 4257.36 ms [2022-04-10 23:18:35 main:574] : INFO : Epoch 1849 | loss: 0.0311973 | val_loss: 0.0311962 | Time: 4179.83 ms [2022-04-10 23:18:40 main:574] : INFO : Epoch 1850 | loss: 0.0311972 | val_loss: 0.0311973 | Time: 4225.78 ms [2022-04-10 23:18:44 main:574] : INFO : Epoch 1851 | loss: 0.0311987 | val_loss: 0.0311963 | Time: 4200.52 ms [2022-04-10 23:18:48 main:574] : INFO : Epoch 1852 | loss: 0.0312002 | val_loss: 0.0311957 | Time: 4227.3 ms [2022-04-10 23:18:52 main:574] : INFO : Epoch 1853 | loss: 0.0312019 | val_loss: 0.0311975 | Time: 4215.44 ms [2022-04-10 23:18:56 main:574] : INFO : Epoch 1854 | loss: 0.0311973 | val_loss: 0.0311942 | Time: 4169.68 ms [2022-04-10 23:19:01 main:574] : INFO : Epoch 1855 | loss: 0.0311956 | val_loss: 0.0311948 | Time: 4208.71 ms [2022-04-10 23:19:05 main:574] : INFO : Epoch 1856 | loss: 0.0311952 | val_loss: 0.0311934 | Time: 4221.59 ms [2022-04-10 23:19:09 main:574] : INFO : Epoch 1857 | loss: 0.0311951 | val_loss: 0.0311951 | Time: 4197.16 ms [2022-04-10 23:19:13 main:574] : INFO : Epoch 1858 | loss: 0.0311967 | val_loss: 0.0311934 | Time: 4186.16 ms [2022-04-10 23:19:18 main:574] : INFO : Epoch 1859 | loss: 0.0311975 | val_loss: 0.0311941 | Time: 4248.86 ms [2022-04-10 23:19:22 main:574] : INFO : Epoch 1860 | loss: 0.0311951 | val_loss: 0.0311934 | Time: 4182.87 ms [2022-04-10 23:19:26 main:574] : INFO : Epoch 1861 | loss: 0.0311948 | val_loss: 0.0311929 | Time: 4206.15 ms [2022-04-10 23:19:30 main:574] : INFO : Epoch 1862 | loss: 0.0311942 | val_loss: 0.0311936 | Time: 4193.09 ms [2022-04-10 23:19:34 main:574] : INFO : Epoch 1863 | loss: 0.0311952 | val_loss: 0.0311939 | Time: 4253.88 ms [2022-04-10 23:19:39 main:574] : INFO : Epoch 1864 | loss: 0.0311951 | val_loss: 0.031195 | Time: 4190.34 ms [2022-04-10 23:19:43 main:574] : INFO : Epoch 1865 | loss: 0.0311963 | val_loss: 0.0311956 | Time: 4229.59 ms [2022-04-10 23:19:47 main:574] : INFO : Epoch 1866 | loss: 0.0311942 | val_loss: 0.0311929 | Time: 4215.01 ms [2022-04-10 23:19:51 main:574] : INFO : Epoch 1867 | loss: 0.0311934 | val_loss: 0.031195 | Time: 4195.34 ms [2022-04-10 23:19:55 main:574] : INFO : Epoch 1868 | loss: 0.0311936 | val_loss: 0.0311927 | Time: 4204.59 ms [2022-04-10 23:20:00 main:574] : INFO : Epoch 1869 | loss: 0.0311932 | val_loss: 0.0311926 | Time: 4242.9 ms [2022-04-10 23:20:04 main:574] : INFO : Epoch 1870 | loss: 0.0311941 | val_loss: 0.0311932 | Time: 4224.95 ms [2022-04-10 23:20:08 main:574] : INFO : Epoch 1871 | loss: 0.0311935 | val_loss: 0.0311923 | Time: 4208.09 ms [2022-04-10 23:20:12 main:574] : INFO : Epoch 1872 | loss: 0.0311928 | val_loss: 0.0311928 | Time: 4178.68 ms [2022-04-10 23:20:17 main:574] : INFO : Epoch 1873 | loss: 0.0311957 | val_loss: 0.0311953 | Time: 4208.92 ms [2022-04-10 23:20:21 main:574] : INFO : Epoch 1874 | loss: 0.0311944 | val_loss: 0.0311932 | Time: 4182.7 ms [2022-04-10 23:20:25 main:574] : INFO : Epoch 1875 | loss: 0.0311928 | val_loss: 0.0311958 | Time: 4167.02 ms [2022-04-10 23:20:29 main:574] : INFO : Epoch 1876 | loss: 0.0311948 | val_loss: 0.031196 | Time: 4179.16 ms [2022-04-10 23:20:33 main:574] : INFO : Epoch 1877 | loss: 0.0311935 | val_loss: 0.031194 | Time: 4181.84 ms [2022-04-10 23:20:37 main:574] : INFO : Epoch 1878 | loss: 0.0311933 | val_loss: 0.0311944 | Time: 4210.93 ms [2022-04-10 23:20:42 main:574] : INFO : Epoch 1879 | loss: 0.0311953 | val_loss: 0.0311967 | Time: 4184.56 ms [2022-04-10 23:20:46 main:574] : INFO : Epoch 1880 | loss: 0.0311954 | val_loss: 0.0311964 | Time: 4210.66 ms [2022-04-10 23:20:50 main:574] : INFO : Epoch 1881 | loss: 0.0311945 | val_loss: 0.0311934 | Time: 4149.05 ms [2022-04-10 23:20:54 main:574] : INFO : Epoch 1882 | loss: 0.031192 | val_loss: 0.0311925 | Time: 4223.77 ms [2022-04-10 23:20:58 main:574] : INFO : Epoch 1883 | loss: 0.0311948 | val_loss: 0.0311947 | Time: 4194.39 ms [2022-04-10 23:21:03 main:574] : INFO : Epoch 1884 | loss: 0.0311941 | val_loss: 0.0311946 | Time: 4199.33 ms [2022-04-10 23:21:07 main:574] : INFO : Epoch 1885 | loss: 0.031192 | val_loss: 0.0311962 | Time: 4167.1 ms [2022-04-10 23:21:11 main:574] : INFO : Epoch 1886 | loss: 0.0311923 | val_loss: 0.0311948 | Time: 4199.16 ms [2022-04-10 23:21:15 main:574] : INFO : Epoch 1887 | loss: 0.0311915 | val_loss: 0.0311933 | Time: 4198.38 ms [2022-04-10 23:21:20 main:574] : INFO : Epoch 1888 | loss: 0.0311931 | val_loss: 0.0311934 | Time: 4363.01 ms [2022-04-10 23:21:24 main:574] : INFO : Epoch 1889 | loss: 0.0311982 | val_loss: 0.0311984 | Time: 4217.65 ms [2022-04-10 23:21:28 main:574] : INFO : Epoch 1890 | loss: 0.0311981 | val_loss: 0.0312014 | Time: 4191.62 ms [2022-04-10 23:21:32 main:574] : INFO : Epoch 1891 | loss: 0.0311938 | val_loss: 0.031196 | Time: 4179.87 ms [2022-04-10 23:21:36 main:574] : INFO : Epoch 1892 | loss: 0.0311935 | val_loss: 0.0311923 | Time: 4214.43 ms [2022-04-10 23:21:41 main:574] : INFO : Epoch 1893 | loss: 0.0311926 | val_loss: 0.031197 | Time: 4207.17 ms [2022-04-10 23:21:45 main:574] : INFO : Epoch 1894 | loss: 0.0311944 | val_loss: 0.0311997 | Time: 4251.3 ms [2022-04-10 23:21:49 main:574] : INFO : Epoch 1895 | loss: 0.0311929 | val_loss: 0.0311935 | Time: 4182.96 ms [2022-04-10 23:21:53 main:574] : INFO : Epoch 1896 | loss: 0.0311916 | val_loss: 0.0311914 | Time: 4236.83 ms [2022-04-10 23:21:57 main:574] : INFO : Epoch 1897 | loss: 0.031192 | val_loss: 0.0311912 | Time: 4183.09 ms [2022-04-10 23:22:02 main:574] : INFO : Epoch 1898 | loss: 0.0311913 | val_loss: 0.0311941 | Time: 4199.07 ms [2022-04-10 23:22:06 main:574] : INFO : Epoch 1899 | loss: 0.0311927 | val_loss: 0.0311925 | Time: 4200.8 ms [2022-04-10 23:22:10 main:574] : INFO : Epoch 1900 | loss: 0.0311918 | val_loss: 0.0311929 | Time: 4189.8 ms [2022-04-10 23:22:14 main:574] : INFO : Epoch 1901 | loss: 0.0311906 | val_loss: 0.0311917 | Time: 4175.15 ms [2022-04-10 23:22:19 main:574] : INFO : Epoch 1902 | loss: 0.0311906 | val_loss: 0.0311935 | Time: 4241.79 ms [2022-04-10 23:22:23 main:574] : INFO : Epoch 1903 | loss: 0.0311927 | val_loss: 0.0311919 | Time: 4213.31 ms [2022-04-10 23:22:27 main:574] : INFO : Epoch 1904 | loss: 0.03119 | val_loss: 0.0311911 | Time: 4205.27 ms [2022-04-10 23:22:31 main:574] : INFO : Epoch 1905 | loss: 0.0311917 | val_loss: 0.0311949 | Time: 4223.1 ms [2022-04-10 23:22:35 main:574] : INFO : Epoch 1906 | loss: 0.0311907 | val_loss: 0.0311911 | Time: 4224.39 ms [2022-04-10 23:22:40 main:574] : INFO : Epoch 1907 | loss: 0.0311911 | val_loss: 0.0311945 | Time: 4191.23 ms [2022-04-10 23:22:44 main:574] : INFO : Epoch 1908 | loss: 0.0311912 | val_loss: 0.031191 | Time: 4171.94 ms [2022-04-10 23:22:48 main:574] : INFO : Epoch 1909 | loss: 0.0311905 | val_loss: 0.0311905 | Time: 4228.69 ms [2022-04-10 23:22:52 main:574] : INFO : Epoch 1910 | loss: 0.0311902 | val_loss: 0.0311911 | Time: 4221.86 ms [2022-04-10 23:22:56 main:574] : INFO : Epoch 1911 | loss: 0.0311904 | val_loss: 0.0311893 | Time: 4191.62 ms [2022-04-10 23:23:01 main:574] : INFO : Epoch 1912 | loss: 0.0311906 | val_loss: 0.0311899 | Time: 4227.52 ms [2022-04-10 23:23:05 main:574] : INFO : Epoch 1913 | loss: 0.0311885 | val_loss: 0.0311895 | Time: 4283.99 ms [2022-04-10 23:23:09 main:574] : INFO : Epoch 1914 | loss: 0.0311884 | val_loss: 0.0311892 | Time: 4182.96 ms [2022-04-10 23:23:13 main:574] : INFO : Epoch 1915 | loss: 0.0311889 | val_loss: 0.0311887 | Time: 4181.86 ms [2022-04-10 23:23:18 main:574] : INFO : Epoch 1916 | loss: 0.0311888 | val_loss: 0.0311902 | Time: 4229.53 ms [2022-04-10 23:23:22 main:574] : INFO : Epoch 1917 | loss: 0.0311893 | val_loss: 0.0311919 | Time: 4178.56 ms [2022-04-10 23:23:26 main:574] : INFO : Epoch 1918 | loss: 0.0311897 | val_loss: 0.0311884 | Time: 4176.02 ms [2022-04-10 23:23:30 main:574] : INFO : Epoch 1919 | loss: 0.0311886 | val_loss: 0.0311881 | Time: 4192.89 ms [2022-04-10 23:23:34 main:574] : INFO : Epoch 1920 | loss: 0.0311876 | val_loss: 0.0311886 | Time: 4208.63 ms [2022-04-10 23:23:39 main:574] : INFO : Epoch 1921 | loss: 0.0311873 | val_loss: 0.0311897 | Time: 4249.07 ms [2022-04-10 23:23:43 main:574] : INFO : Epoch 1922 | loss: 0.0311904 | val_loss: 0.0311959 | Time: 4165.67 ms [2022-04-10 23:23:47 main:574] : INFO : Epoch 1923 | loss: 0.0311989 | val_loss: 0.0311909 | Time: 4200.35 ms [2022-04-10 23:23:51 main:574] : INFO : Epoch 1924 | loss: 0.0311896 | val_loss: 0.0311889 | Time: 4196.16 ms [2022-04-10 23:23:55 main:574] : INFO : Epoch 1925 | loss: 0.0311885 | val_loss: 0.031188 | Time: 4182.65 ms [2022-04-10 23:24:00 main:574] : INFO : Epoch 1926 | loss: 0.0311928 | val_loss: 0.0311908 | Time: 4195 ms [2022-04-10 23:24:04 main:574] : INFO : Epoch 1927 | loss: 0.0311881 | val_loss: 0.0311891 | Time: 4196.63 ms [2022-04-10 23:24:08 main:574] : INFO : Epoch 1928 | loss: 0.031187 | val_loss: 0.0311923 | Time: 4233.23 ms [2022-04-10 23:24:12 main:574] : INFO : Epoch 1929 | loss: 0.0311875 | val_loss: 0.0311889 | Time: 4185.84 ms [2022-04-10 23:24:16 main:574] : INFO : Epoch 1930 | loss: 0.0311886 | val_loss: 0.03119 | Time: 4182.18 ms [2022-04-10 23:24:21 main:574] : INFO : Epoch 1931 | loss: 0.0311874 | val_loss: 0.031188 | Time: 4193.19 ms [2022-04-10 23:24:25 main:574] : INFO : Epoch 1932 | loss: 0.0311895 | val_loss: 0.0311877 | Time: 4188.55 ms [2022-04-10 23:24:29 main:574] : INFO : Epoch 1933 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 4184.74 ms [2022-04-10 23:24:33 main:574] : INFO : Epoch 1934 | loss: 0.0311938 | val_loss: 0.0311914 | Time: 4152.51 ms [2022-04-10 23:24:37 main:574] : INFO : Epoch 1935 | loss: 0.0311937 | val_loss: 0.0311972 | Time: 4212.65 ms [2022-04-10 23:24:42 main:574] : INFO : Epoch 1936 | loss: 0.031196 | val_loss: 0.0311914 | Time: 4191.24 ms [2022-04-10 23:24:46 main:574] : INFO : Epoch 1937 | loss: 0.0311918 | val_loss: 0.031196 | Time: 4195.63 ms [2022-04-10 23:24:50 main:574] : INFO : Epoch 1938 | loss: 0.0311964 | val_loss: 0.0311971 | Time: 4179.27 ms [2022-04-10 23:24:54 main:574] : INFO : Epoch 1939 | loss: 0.0311968 | val_loss: 0.0311955 | Time: 4210.74 ms [2022-04-10 23:24:58 main:574] : INFO : Epoch 1940 | loss: 0.0311951 | val_loss: 0.0311951 | Time: 4228.71 ms [2022-04-10 23:25:03 main:574] : INFO : Epoch 1941 | loss: 0.0311948 | val_loss: 0.0311953 | Time: 4206.49 ms [2022-04-10 23:25:07 main:574] : INFO : Epoch 1942 | loss: 0.0311959 | val_loss: 0.0311945 | Time: 4204.62 ms [2022-04-10 23:25:11 main:574] : INFO : Epoch 1943 | loss: 0.0311949 | val_loss: 0.0312009 | Time: 4160.32 ms [2022-04-10 23:25:15 main:574] : INFO : Epoch 1944 | loss: 0.0311962 | val_loss: 0.0311952 | Time: 4183.15 ms [2022-04-10 23:25:19 main:574] : INFO : Epoch 1945 | loss: 0.0311947 | val_loss: 0.0311944 | Time: 4205.56 ms [2022-04-10 23:25:24 main:574] : INFO : Epoch 1946 | loss: 0.0311956 | val_loss: 0.031196 | Time: 4184.47 ms [2022-04-10 23:25:28 main:574] : INFO : Epoch 1947 | loss: 0.0311928 | val_loss: 0.0311962 | Time: 4172 ms [2022-04-10 23:25:32 main:574] : INFO : Epoch 1948 | loss: 0.0311944 | val_loss: 0.031199 | Time: 4175.55 ms [2022-04-10 23:25:36 main:574] : INFO : Epoch 1949 | loss: 0.0311938 | val_loss: 0.0311979 | Time: 4261.12 ms [2022-04-10 23:25:40 main:574] : INFO : Epoch 1950 | loss: 0.0311961 | val_loss: 0.0312025 | Time: 4184.2 ms [2022-04-10 23:25:45 main:574] : INFO : Epoch 1951 | loss: 0.0311988 | val_loss: 0.0311955 | Time: 4200.75 ms [2022-04-10 23:25:49 main:574] : INFO : Epoch 1952 | loss: 0.0311955 | val_loss: 0.0311934 | Time: 4244.79 ms [2022-04-10 23:25:53 main:574] : INFO : Epoch 1953 | loss: 0.0311949 | val_loss: 0.031193 | Time: 4164.38 ms [2022-04-10 23:25:57 main:574] : INFO : Epoch 1954 | loss: 0.0311944 | val_loss: 0.0311928 | Time: 4206.42 ms [2022-04-10 23:26:01 main:574] : INFO : Epoch 1955 | loss: 0.031196 | val_loss: 0.0311961 | Time: 4179.74 ms [2022-04-10 23:26:06 main:574] : INFO : Epoch 1956 | loss: 0.0311993 | val_loss: 0.0312014 | Time: 4185.79 ms [2022-04-10 23:26:10 main:574] : INFO : Epoch 1957 | loss: 0.0312047 | val_loss: 0.0312008 | Time: 4203.17 ms [2022-04-10 23:26:14 main:574] : INFO : Epoch 1958 | loss: 0.0312001 | val_loss: 0.0311976 | Time: 4191.67 ms [2022-04-10 23:26:18 main:574] : INFO : Epoch 1959 | loss: 0.031197 | val_loss: 0.031196 | Time: 4170.7 ms [2022-04-10 23:26:22 main:574] : INFO : Epoch 1960 | loss: 0.0311975 | val_loss: 0.0311957 | Time: 4199.14 ms [2022-04-10 23:26:27 main:574] : INFO : Epoch 1961 | loss: 0.0311982 | val_loss: 0.0311987 | Time: 4208.65 ms [2022-04-10 23:26:31 main:574] : INFO : Epoch 1962 | loss: 0.0311968 | val_loss: 0.0312004 | Time: 4197.32 ms [2022-04-10 23:26:35 main:574] : INFO : Epoch 1963 | loss: 0.0311998 | val_loss: 0.0312036 | Time: 4216.8 ms [2022-04-10 23:26:39 main:574] : INFO : Epoch 1964 | loss: 0.0312004 | val_loss: 0.0312024 | Time: 4179.83 ms [2022-04-10 23:26:43 main:574] : INFO : Epoch 1965 | loss: 0.0312012 | val_loss: 0.0311979 | Time: 4178.53 ms [2022-04-10 23:26:47 main:574] : INFO : Epoch 1966 | loss: 0.0311978 | val_loss: 0.0311976 | Time: 4173.15 ms [2022-04-10 23:26:52 main:574] : INFO : Epoch 1967 | loss: 0.0311988 | val_loss: 0.0311979 | Time: 4195.44 ms [2022-04-10 23:26:56 main:574] : INFO : Epoch 1968 | loss: 0.0311993 | val_loss: 0.0312003 | Time: 4217.39 ms [2022-04-10 23:27:00 main:574] : INFO : Epoch 1969 | loss: 0.0311983 | val_loss: 0.0311993 | Time: 4224.63 ms [2022-04-10 23:27:04 main:574] : INFO : Epoch 1970 | loss: 0.0312006 | val_loss: 0.0312029 | Time: 4225.29 ms [2022-04-10 23:27:09 main:574] : INFO : Epoch 1971 | loss: 0.0312008 | val_loss: 0.0312062 | Time: 4173.12 ms [2022-04-10 23:27:13 main:574] : INFO : Epoch 1972 | loss: 0.0312007 | val_loss: 0.0311967 | Time: 4228.24 ms [2022-04-10 23:27:17 main:574] : INFO : Epoch 1973 | loss: 0.0311977 | val_loss: 0.0311971 | Time: 4153.47 ms [2022-04-10 23:27:21 main:574] : INFO : Epoch 1974 | loss: 0.0311972 | val_loss: 0.0311923 | Time: 4218.53 ms [2022-04-10 23:27:25 main:574] : INFO : Epoch 1975 | loss: 0.0311948 | val_loss: 0.031198 | Time: 4182.6 ms [2022-04-10 23:27:30 main:574] : INFO : Epoch 1976 | loss: 0.0311946 | val_loss: 0.0311946 | Time: 4207.18 ms [2022-04-10 23:27:34 main:574] : INFO : Epoch 1977 | loss: 0.0311947 | val_loss: 0.0311942 | Time: 4194.2 ms [2022-04-10 23:27:38 main:574] : INFO : Epoch 1978 | loss: 0.0311928 | val_loss: 0.031193 | Time: 4195.67 ms [2022-04-10 23:27:42 main:574] : INFO : Epoch 1979 | loss: 0.0311939 | val_loss: 0.0311947 | Time: 4203.95 ms [2022-04-10 23:27:46 main:574] : INFO : Epoch 1980 | loss: 0.0311959 | val_loss: 0.0311947 | Time: 4178.21 ms [2022-04-10 23:27:51 main:574] : INFO : Epoch 1981 | loss: 0.0311987 | val_loss: 0.0311984 | Time: 4200.87 ms [2022-04-10 23:27:55 main:574] : INFO : Epoch 1982 | loss: 0.0311983 | val_loss: 0.0311968 | Time: 4182.18 ms [2022-04-10 23:27:59 main:574] : INFO : Epoch 1983 | loss: 0.0312043 | val_loss: 0.0312081 | Time: 4216.33 ms [2022-04-10 23:28:03 main:574] : INFO : Epoch 1984 | loss: 0.0312104 | val_loss: 0.0312063 | Time: 4198.39 ms [2022-04-10 23:28:07 main:574] : INFO : Epoch 1985 | loss: 0.0312089 | val_loss: 0.0312012 | Time: 4185.84 ms [2022-04-10 23:28:12 main:574] : INFO : Epoch 1986 | loss: 0.0312032 | val_loss: 0.0311991 | Time: 4186.74 ms [2022-04-10 23:28:16 main:574] : INFO : Epoch 1987 | loss: 0.0312029 | val_loss: 0.0312001 | Time: 4185.24 ms [2022-04-10 23:28:20 main:574] : INFO : Epoch 1988 | loss: 0.0312035 | val_loss: 0.0312005 | Time: 4200.88 ms [2022-04-10 23:28:24 main:574] : INFO : Epoch 1989 | loss: 0.0312026 | val_loss: 0.0311987 | Time: 4202.57 ms [2022-04-10 23:28:28 main:574] : INFO : Epoch 1990 | loss: 0.0312022 | val_loss: 0.0311985 | Time: 4242.14 ms [2022-04-10 23:28:33 main:574] : INFO : Epoch 1991 | loss: 0.031201 | val_loss: 0.031199 | Time: 4190.16 ms [2022-04-10 23:28:37 main:574] : INFO : Epoch 1992 | loss: 0.0312008 | val_loss: 0.0311982 | Time: 4175.71 ms [2022-04-10 23:28:41 main:574] : INFO : Epoch 1993 | loss: 0.0312002 | val_loss: 0.0311989 | Time: 4224 ms [2022-04-10 23:28:45 main:574] : INFO : Epoch 1994 | loss: 0.0311997 | val_loss: 0.0311986 | Time: 4224.14 ms [2022-04-10 23:28:49 main:574] : INFO : Epoch 1995 | loss: 0.0312 | val_loss: 0.0311986 | Time: 4240.16 ms [2022-04-10 23:28:54 main:574] : INFO : Epoch 1996 | loss: 0.0311995 | val_loss: 0.031199 | Time: 4186.18 ms [2022-04-10 23:28:58 main:574] : INFO : Epoch 1997 | loss: 0.0311995 | val_loss: 0.0312002 | Time: 4162.07 ms [2022-04-10 23:29:02 main:574] : INFO : Epoch 1998 | loss: 0.0312003 | val_loss: 0.0312 | Time: 4228.59 ms [2022-04-10 23:29:06 main:574] : INFO : Epoch 1999 | loss: 0.0311994 | val_loss: 0.0311991 | Time: 4234.6 ms [2022-04-10 23:29:10 main:574] : INFO : Epoch 2000 | loss: 0.0311982 | val_loss: 0.0311976 | Time: 4182.28 ms [2022-04-10 23:29:15 main:574] : INFO : Epoch 2001 | loss: 0.0311985 | val_loss: 0.0312006 | Time: 4206.68 ms [2022-04-10 23:29:19 main:574] : INFO : Epoch 2002 | loss: 0.0312005 | val_loss: 0.0312032 | Time: 4186.57 ms [2022-04-10 23:29:23 main:574] : INFO : Epoch 2003 | loss: 0.0312006 | val_loss: 0.0312006 | Time: 4211.91 ms [2022-04-10 23:29:27 main:574] : INFO : Epoch 2004 | loss: 0.0312024 | val_loss: 0.031199 | Time: 4216.34 ms [2022-04-10 23:29:32 main:574] : INFO : Epoch 2005 | loss: 0.0312018 | val_loss: 0.0311992 | Time: 4200.72 ms [2022-04-10 23:29:36 main:574] : INFO : Epoch 2006 | loss: 0.0312015 | val_loss: 0.0311994 | Time: 4225.88 ms [2022-04-10 23:29:40 main:574] : INFO : Epoch 2007 | loss: 0.0312011 | val_loss: 0.0311977 | Time: 4198.41 ms [2022-04-10 23:29:44 main:574] : INFO : Epoch 2008 | loss: 0.0312 | val_loss: 0.0311968 | Time: 4213.37 ms [2022-04-10 23:29:48 main:574] : INFO : Epoch 2009 | loss: 0.0312003 | val_loss: 0.0312001 | Time: 4211.92 ms [2022-04-10 23:29:53 main:574] : INFO : Epoch 2010 | loss: 0.0312011 | val_loss: 0.0311982 | Time: 4175.33 ms [2022-04-10 23:29:57 main:574] : INFO : Epoch 2011 | loss: 0.0312 | val_loss: 0.0311987 | Time: 4202.73 ms [2022-04-10 23:30:01 main:574] : INFO : Epoch 2012 | loss: 0.0312001 | val_loss: 0.0312001 | Time: 4200.79 ms [2022-04-10 23:30:05 main:574] : INFO : Epoch 2013 | loss: 0.0311997 | val_loss: 0.0311989 | Time: 4255.07 ms [2022-04-10 23:30:09 main:574] : INFO : Epoch 2014 | loss: 0.0312006 | val_loss: 0.0311967 | Time: 4217.14 ms [2022-04-10 23:30:14 main:574] : INFO : Epoch 2015 | loss: 0.0311994 | val_loss: 0.0311989 | Time: 4224.05 ms [2022-04-10 23:30:18 main:574] : INFO : Epoch 2016 | loss: 0.0311992 | val_loss: 0.0311983 | Time: 4184.95 ms [2022-04-10 23:30:22 main:574] : INFO : Epoch 2017 | loss: 0.0311982 | val_loss: 0.0311983 | Time: 4186.45 ms [2022-04-10 23:30:26 main:574] : INFO : Epoch 2018 | loss: 0.0311983 | val_loss: 0.0311994 | Time: 4223.56 ms [2022-04-10 23:30:31 main:574] : INFO : Epoch 2019 | loss: 0.0311988 | val_loss: 0.0311976 | Time: 4251.02 ms [2022-04-10 23:30:35 main:574] : INFO : Epoch 2020 | loss: 0.0311975 | val_loss: 0.0311971 | Time: 4226.73 ms [2022-04-10 23:30:39 main:574] : INFO : Epoch 2021 | loss: 0.0311981 | val_loss: 0.0311956 | Time: 4263.99 ms [2022-04-10 23:30:43 main:574] : INFO : Epoch 2022 | loss: 0.0311971 | val_loss: 0.0311985 | Time: 4208.19 ms [2022-04-10 23:30:47 main:574] : INFO : Epoch 2023 | loss: 0.0311966 | val_loss: 0.0311947 | Time: 4181.17 ms [2022-04-10 23:30:52 main:574] : INFO : Epoch 2024 | loss: 0.0311973 | val_loss: 0.0311958 | Time: 4181.63 ms [2022-04-10 23:30:56 main:574] : INFO : Epoch 2025 | loss: 0.0311982 | val_loss: 0.0311969 | Time: 4202.85 ms [2022-04-10 23:31:00 main:574] : INFO : Epoch 2026 | loss: 0.0311991 | val_loss: 0.0312016 | Time: 4205.07 ms [2022-04-10 23:31:04 main:574] : INFO : Epoch 2027 | loss: 0.0312025 | val_loss: 0.0312002 | Time: 4197.46 ms [2022-04-10 23:31:08 main:574] : INFO : Epoch 2028 | loss: 0.0311975 | val_loss: 0.0311977 | Time: 4209.73 ms [2022-04-10 23:31:13 main:574] : INFO : Epoch 2029 | loss: 0.0311978 | val_loss: 0.0311986 | Time: 4196.88 ms [2022-04-10 23:31:17 main:574] : INFO : Epoch 2030 | loss: 0.0311968 | val_loss: 0.0311968 | Time: 4187.34 ms [2022-04-10 23:31:21 main:574] : INFO : Epoch 2031 | loss: 0.0311956 | val_loss: 0.0311964 | Time: 4219.15 ms [2022-04-10 23:31:25 main:574] : INFO : Epoch 2032 | loss: 0.031196 | val_loss: 0.0311971 | Time: 4185.39 ms [2022-04-10 23:31:30 main:574] : INFO : Epoch 2033 | loss: 0.0311955 | val_loss: 0.0311977 | Time: 4227.33 ms [2022-04-10 23:31:34 main:574] : INFO : Epoch 2034 | loss: 0.0311954 | val_loss: 0.031196 | Time: 4142.1 ms [2022-04-10 23:31:38 main:574] : INFO : Epoch 2035 | loss: 0.0311949 | val_loss: 0.0311948 | Time: 4197.77 ms [2022-04-10 23:31:42 main:574] : INFO : Epoch 2036 | loss: 0.0311939 | val_loss: 0.0311972 | Time: 4245.77 ms [2022-04-10 23:31:46 main:574] : INFO : Epoch 2037 | loss: 0.0311944 | val_loss: 0.0311929 | Time: 4200.43 ms [2022-04-10 23:31:51 main:574] : INFO : Epoch 2038 | loss: 0.0311941 | val_loss: 0.0311935 | Time: 4203.17 ms [2022-04-10 23:31:55 main:574] : INFO : Epoch 2039 | loss: 0.031196 | val_loss: 0.0311976 | Time: 4215.33 ms [2022-04-10 23:31:59 main:574] : INFO : Epoch 2040 | loss: 0.0311969 | val_loss: 0.0311978 | Time: 4185.7 ms [2022-04-10 23:32:03 main:574] : INFO : Epoch 2041 | loss: 0.0311952 | val_loss: 0.0311957 | Time: 4219.93 ms [2022-04-10 23:32:07 main:574] : INFO : Epoch 2042 | loss: 0.0311952 | val_loss: 0.0311945 | Time: 4243.54 ms [2022-04-10 23:32:12 main:574] : INFO : Epoch 2043 | loss: 0.0311942 | val_loss: 0.0311952 | Time: 4173.36 ms [2022-04-10 23:32:16 main:574] : INFO : Epoch 2044 | loss: 0.0311935 | val_loss: 0.031194 | Time: 4186.06 ms [2022-04-10 23:32:20 main:574] : INFO : Epoch 2045 | loss: 0.0311946 | val_loss: 0.0311953 | Time: 4213.17 ms [2022-04-10 23:32:24 main:574] : INFO : Epoch 2046 | loss: 0.0311959 | val_loss: 0.0311947 | Time: 4183.52 ms [2022-04-10 23:32:28 main:574] : INFO : Epoch 2047 | loss: 0.0311949 | val_loss: 0.0311949 | Time: 4176.83 ms [2022-04-10 23:32:33 main:574] : INFO : Epoch 2048 | loss: 0.0311957 | val_loss: 0.0311937 | Time: 4219.56 ms [2022-04-10 23:32:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311937 [2022-04-10 23:32:33 main:603] : INFO : Saving end state to config to file [2022-04-10 23:32:33 main:608] : INFO : Success, exiting.. 23:32:33 (15500): 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)