Task 14568507
| Name | ParityModified-1647048835-2224-3-0_0 |
| Workunit | 11591206 |
| Created | 9 Apr 2022, 20:33:05 UTC |
| Sent | 10 Apr 2022, 16:11:56 UTC |
| Report deadline | 18 Apr 2022, 16:11:56 UTC |
| Received | 10 Apr 2022, 22:43:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19907 |
| Run time | 2 hours 21 min 50 sec |
| CPU time | 2 hours 20 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 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: 0.0311683 | val_loss: 0.0311802 | Time: 4134.32 ms [2022-04-10 17:08:14 main:574] : INFO : Epoch 1543 | loss: 0.0311685 | val_loss: 0.0311784 | Time: 4021.39 ms [2022-04-10 17:08:18 main:574] : INFO : Epoch 1544 | loss: 0.0311689 | val_loss: 0.0311775 | Time: 4057.73 ms [2022-04-10 17:08:22 main:574] : INFO : Epoch 1545 | loss: 0.0311678 | val_loss: 0.0311783 | Time: 4107.82 ms [2022-04-10 17:08:26 main:574] : INFO : Epoch 1546 | loss: 0.0311677 | val_loss: 0.0311784 | Time: 4036.6 ms [2022-04-10 17:08:30 main:574] : INFO : Epoch 1547 | loss: 0.0311691 | val_loss: 0.0311798 | Time: 4175.74 ms [2022-04-10 17:08:34 main:574] : INFO : Epoch 1548 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 4127.26 ms [2022-04-10 17:08:38 main:574] : INFO : Epoch 1549 | loss: 0.0311691 | val_loss: 0.03118 | Time: 4048.89 ms [2022-04-10 17:08:42 main:574] : INFO : Epoch 1550 | loss: 0.0311698 | val_loss: 0.0311796 | Time: 4007.07 ms [2022-04-10 17:08:46 main:574] : INFO : Epoch 1551 | loss: 0.0311688 | val_loss: 0.0311794 | Time: 4024.44 ms [2022-04-10 17:08:50 main:574] : INFO : Epoch 1552 | loss: 0.0311678 | val_loss: 0.0311807 | Time: 4025.1 ms [2022-04-10 17:08:54 main:574] : INFO : Epoch 1553 | loss: 0.0311683 | val_loss: 0.0311786 | Time: 4127.6 ms [2022-04-10 17:08:59 main:574] : INFO : Epoch 1554 | loss: 0.0311685 | val_loss: 0.0311821 | Time: 4077.35 ms [2022-04-10 17:09:03 main:574] : INFO : Epoch 1555 | loss: 0.0311708 | val_loss: 0.0311847 | Time: 4089.47 ms [2022-04-10 17:09:07 main:574] : INFO : Epoch 1556 | loss: 0.03117 | val_loss: 0.0311792 | Time: 4089.48 ms [2022-04-10 17:09:11 main:574] : INFO : Epoch 1557 | loss: 0.0311696 | val_loss: 0.0311837 | Time: 4076.98 ms [2022-04-10 17:09:15 main:574] : INFO : Epoch 1558 | loss: 0.0311704 | val_loss: 0.0311805 | Time: 4024.35 ms [2022-04-10 17:09:19 main:574] : INFO : Epoch 1559 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 4037.83 ms [2022-04-10 17:09:23 main:574] : INFO : Epoch 1560 | loss: 0.0311742 | val_loss: 0.0311804 | Time: 4043.41 ms [2022-04-10 17:09:27 main:574] : INFO : Epoch 1561 | loss: 0.0311722 | val_loss: 0.0311796 | Time: 4074.66 ms [2022-04-10 17:09:31 main:574] : INFO : Epoch 1562 | loss: 0.0311711 | val_loss: 0.0311799 | Time: 4063.55 ms [2022-04-10 17:09:35 main:574] : INFO : Epoch 1563 | loss: 0.0311719 | val_loss: 0.0311833 | Time: 4382.62 ms [2022-04-10 17:09:40 main:574] : INFO : Epoch 1564 | loss: 0.0311724 | val_loss: 0.031178 | Time: 4120.73 ms [2022-04-10 17:09:44 main:574] : INFO : Epoch 1565 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 4050.08 ms [2022-04-10 17:09:48 main:574] : INFO : Epoch 1566 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 4079.05 ms [2022-04-10 17:09:52 main:574] : INFO : Epoch 1567 | loss: 0.0311699 | val_loss: 0.0311804 | Time: 4057.25 ms [2022-04-10 17:09:56 main:574] : INFO : Epoch 1568 | loss: 0.0311724 | val_loss: 0.0311812 | Time: 4084.95 ms [2022-04-10 17:10:00 main:574] : INFO : Epoch 1569 | loss: 0.0311722 | val_loss: 0.0311796 | Time: 4067.46 ms [2022-04-10 17:10:04 main:574] : INFO : Epoch 1570 | loss: 0.0311715 | val_loss: 0.0311814 | Time: 4111.01 ms [2022-04-10 17:10:08 main:574] : INFO : Epoch 1571 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 4085.63 ms [2022-04-10 17:10:12 main:574] : INFO : Epoch 1572 | loss: 0.0311704 | val_loss: 0.031181 | Time: 4097.99 ms [2022-04-10 17:10:16 main:574] : INFO : Epoch 1573 | loss: 0.03117 | val_loss: 0.0311813 | Time: 4114.14 ms [2022-04-10 17:10:20 main:574] : INFO : Epoch 1574 | loss: 0.0311702 | val_loss: 0.0311828 | Time: 4039.42 ms [2022-04-10 17:10:24 main:574] : INFO : Epoch 1575 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 4034.22 ms [2022-04-10 17:10:29 main:574] : INFO : Epoch 1576 | loss: 0.0311721 | val_loss: 0.031184 | Time: 4081.57 ms [2022-04-10 17:10:33 main:574] : INFO : Epoch 1577 | loss: 0.0311744 | val_loss: 0.0311821 | Time: 4022.65 ms [2022-04-10 17:10:37 main:574] : INFO : Epoch 1578 | loss: 0.0311709 | val_loss: 0.0311816 | Time: 4114.28 ms [2022-04-10 17:10:41 main:574] : INFO : Epoch 1579 | loss: 0.0311707 | val_loss: 0.0311797 | Time: 4135.81 ms [2022-04-10 17:10:45 main:574] : INFO : Epoch 1580 | loss: 0.0311698 | val_loss: 0.0311795 | Time: 4240.54 ms [2022-04-10 17:10:49 main:574] : INFO : Epoch 1581 | loss: 0.0311755 | val_loss: 0.0311866 | Time: 4091.04 ms [2022-04-10 17:10:53 main:574] : INFO : Epoch 1582 | loss: 0.0311805 | val_loss: 0.0311833 | Time: 4051.92 ms [2022-04-10 17:10:57 main:574] : INFO : Epoch 1583 | loss: 0.0311763 | val_loss: 0.031183 | Time: 4052.77 ms [2022-04-10 17:11:01 main:574] : INFO : Epoch 1584 | loss: 0.0311755 | val_loss: 0.0311814 | Time: 4054.11 ms [2022-04-10 17:11:05 main:574] : INFO : Epoch 1585 | loss: 0.0311777 | val_loss: 0.0311827 | Time: 4047.62 ms [2022-04-10 17:11:09 main:574] : INFO : Epoch 1586 | loss: 0.0311754 | val_loss: 0.0311833 | Time: 4045.24 ms [2022-04-10 17:11:13 main:574] : INFO : Epoch 1587 | loss: 0.0311757 | val_loss: 0.031187 | Time: 4040.42 ms [2022-04-10 17:11:18 main:574] : INFO : Epoch 1588 | loss: 0.031175 | val_loss: 0.0311839 | Time: 4069.61 ms [2022-04-10 17:11:22 main:574] : INFO : Epoch 1589 | loss: 0.0311747 | val_loss: 0.0311845 | Time: 4096.02 ms [2022-04-10 17:11:26 main:574] : INFO : Epoch 1590 | loss: 0.031174 | val_loss: 0.0311841 | Time: 4029.78 ms [2022-04-10 17:11:30 main:574] : INFO : Epoch 1591 | loss: 0.0311733 | val_loss: 0.0311849 | Time: 4061.6 ms [2022-04-10 17:11:34 main:574] : INFO : Epoch 1592 | loss: 0.031173 | val_loss: 0.0311841 | Time: 4032.34 ms [2022-04-10 17:11:38 main:574] : INFO : Epoch 1593 | loss: 0.0311716 | val_loss: 0.031184 | Time: 4062.81 ms [2022-04-10 17:11:42 main:574] : INFO : Epoch 1594 | loss: 0.0311743 | val_loss: 0.0311836 | Time: 4054.56 ms [2022-04-10 17:11:46 main:574] : INFO : Epoch 1595 | loss: 0.0311715 | val_loss: 0.0311838 | Time: 4042.78 ms [2022-04-10 17:11:50 main:574] : INFO : Epoch 1596 | loss: 0.0311735 | val_loss: 0.0311831 | Time: 4199.96 ms [2022-04-10 17:11:54 main:574] : INFO : Epoch 1597 | loss: 0.0311726 | val_loss: 0.031188 | Time: 4123.68 ms [2022-04-10 17:11:58 main:574] : INFO : Epoch 1598 | loss: 0.031174 | val_loss: 0.0311859 | Time: 4061.34 ms [2022-04-10 17:12:02 main:574] : INFO : Epoch 1599 | loss: 0.0311718 | val_loss: 0.0311842 | Time: 4045.72 ms [2022-04-10 17:12:06 main:574] : INFO : Epoch 1600 | loss: 0.0311721 | val_loss: 0.0311857 | Time: 4071.14 ms [2022-04-10 17:12:10 main:574] : INFO : Epoch 1601 | loss: 0.0311702 | val_loss: 0.0311821 | Time: 4026.39 ms [2022-04-10 17:12:15 main:574] : INFO : Epoch 1602 | loss: 0.0311696 | val_loss: 0.0311816 | Time: 4044.36 ms [2022-04-10 17:12:19 main:574] : INFO : Epoch 1603 | loss: 0.0311697 | val_loss: 0.031185 | Time: 4034.58 ms [2022-04-10 17:12:23 main:574] : INFO : Epoch 1604 | loss: 0.0311691 | val_loss: 0.0311816 | Time: 4040.28 ms [2022-04-10 17:12:27 main:574] : INFO : Epoch 1605 | loss: 0.0311695 | val_loss: 0.0311812 | Time: 4065.89 ms [2022-04-10 17:12:31 main:574] : INFO : Epoch 1606 | loss: 0.0311698 | val_loss: 0.0311852 | Time: 4042.1 ms [2022-04-10 17:12:35 main:574] : INFO : Epoch 1607 | loss: 0.0311703 | val_loss: 0.0311838 | Time: 4070.84 ms [2022-04-10 17:12:39 main:574] : INFO : Epoch 1608 | loss: 0.031172 | val_loss: 0.0311858 | Time: 4023.13 ms [2022-04-10 17:12:43 main:574] : INFO : Epoch 1609 | loss: 0.0311717 | val_loss: 0.0311829 | Time: 4041.63 ms [2022-04-10 17:12:47 main:574] : INFO : Epoch 1610 | loss: 0.0311689 | val_loss: 0.0311814 | Time: 4032.18 ms [2022-04-10 17:12:51 main:574] : INFO : Epoch 1611 | loss: 0.0311695 | val_loss: 0.0311837 | Time: 4037.63 ms [2022-04-10 17:12:55 main:574] : INFO : Epoch 1612 | loss: 0.0311684 | val_loss: 0.0311823 | Time: 4128.29 ms [2022-04-10 17:12:59 main:574] : INFO : Epoch 1613 | loss: 0.0311712 | val_loss: 0.0311851 | Time: 4171.57 ms [2022-04-10 17:13:03 main:574] : INFO : Epoch 1614 | loss: 0.031174 | val_loss: 0.031187 | Time: 4055.81 ms [2022-04-10 17:13:08 main:574] : INFO : Epoch 1615 | loss: 0.0311755 | val_loss: 0.0311893 | Time: 4191.71 ms [2022-04-10 17:13:12 main:574] : INFO : Epoch 1616 | loss: 0.031174 | val_loss: 0.0311837 | Time: 4033.58 ms [2022-04-10 17:13:16 main:574] : INFO : Epoch 1617 | loss: 0.0311731 | val_loss: 0.031183 | Time: 4066.2 ms [2022-04-10 17:13:20 main:574] : INFO : Epoch 1618 | loss: 0.0311703 | val_loss: 0.0311849 | Time: 4060.42 ms [2022-04-10 17:13:24 main:574] : INFO : Epoch 1619 | loss: 0.03117 | val_loss: 0.0311794 | Time: 3990.19 ms [2022-04-10 17:13:28 main:574] : INFO : Epoch 1620 | loss: 0.0311685 | val_loss: 0.0311818 | Time: 4013.75 ms [2022-04-10 17:13:32 main:574] : INFO : Epoch 1621 | loss: 0.0311701 | val_loss: 0.0311807 | Time: 4045.69 ms [2022-04-10 17:13:36 main:574] : INFO : Epoch 1622 | loss: 0.0311698 | val_loss: 0.0311811 | Time: 4087.78 ms [2022-04-10 17:13:40 main:574] : INFO : Epoch 1623 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 4040.81 ms [2022-04-10 17:13:44 main:574] : INFO : Epoch 1624 | loss: 0.0311684 | val_loss: 0.0311799 | Time: 4019.92 ms [2022-04-10 17:13:48 main:574] : INFO : Epoch 1625 | loss: 0.031169 | val_loss: 0.0311852 | Time: 4074.49 ms [2022-04-10 17:13:52 main:574] : INFO : Epoch 1626 | loss: 0.0311698 | val_loss: 0.0311836 | Time: 3973.83 ms [2022-04-10 17:13:56 main:574] : INFO : Epoch 1627 | loss: 0.0311681 | val_loss: 0.0311853 | Time: 4071.47 ms [2022-04-10 17:14:00 main:574] : INFO : Epoch 1628 | loss: 0.0311677 | val_loss: 0.0311816 | Time: 4081.17 ms [2022-04-10 17:14:04 main:574] : INFO : Epoch 1629 | loss: 0.0311677 | val_loss: 0.0311814 | Time: 4157.03 ms [2022-04-10 17:14:08 main:574] : INFO : Epoch 1630 | loss: 0.0311669 | val_loss: 0.0311818 | Time: 4135.03 ms [2022-04-10 17:14:12 main:574] : INFO : Epoch 1631 | loss: 0.0311692 | val_loss: 0.0311803 | Time: 4003.89 ms [2022-04-10 17:14:17 main:574] : INFO : Epoch 1632 | loss: 0.0311701 | val_loss: 0.0311808 | Time: 4053.23 ms [2022-04-10 17:14:21 main:574] : INFO : Epoch 1633 | loss: 0.0311691 | val_loss: 0.0311812 | Time: 4048.63 ms [2022-04-10 17:14:25 main:574] : INFO : Epoch 1634 | loss: 0.0311685 | val_loss: 0.0311834 | Time: 4058.38 ms [2022-04-10 17:14:29 main:574] : INFO : Epoch 1635 | loss: 0.0311691 | val_loss: 0.031183 | Time: 4062.95 ms [2022-04-10 17:14:33 main:574] : INFO : Epoch 1636 | loss: 0.0311678 | val_loss: 0.0311855 | Time: 4028.78 ms [2022-04-10 17:14:37 main:574] : INFO : Epoch 1637 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 4029.63 ms [2022-04-10 17:14:41 main:574] : INFO : Epoch 1638 | loss: 0.0311677 | val_loss: 0.0311813 | Time: 4066.65 ms [2022-04-10 17:14:45 main:574] : INFO : Epoch 1639 | loss: 0.0311662 | val_loss: 0.0311812 | Time: 4055.64 ms [2022-04-10 17:14:49 main:574] : INFO : Epoch 1640 | loss: 0.0311655 | val_loss: 0.0311806 | Time: 4082.99 ms [2022-04-10 17:14:53 main:574] : INFO : Epoch 1641 | loss: 0.0311653 | val_loss: 0.0311825 | Time: 4051.43 ms [2022-04-10 17:14:57 main:574] : INFO : Epoch 1642 | loss: 0.0311668 | val_loss: 0.0311802 | Time: 4084.51 ms [2022-04-10 17:15:01 main:574] : INFO : Epoch 1643 | loss: 0.031169 | val_loss: 0.0311821 | Time: 4064.14 ms [2022-04-10 17:15:05 main:574] : INFO : Epoch 1644 | loss: 0.0311683 | val_loss: 0.03118 | Time: 4041.99 ms [2022-04-10 17:15:09 main:574] : INFO : Epoch 1645 | loss: 0.0311666 | val_loss: 0.0311797 | Time: 4137.88 ms [2022-04-10 17:15:14 main:574] : INFO : Epoch 1646 | loss: 0.0311666 | val_loss: 0.0311823 | Time: 4156.66 ms [2022-04-10 17:15:18 main:574] : INFO : Epoch 1647 | loss: 0.0311682 | val_loss: 0.0311809 | Time: 4046.06 ms [2022-04-10 17:15:22 main:574] : INFO : Epoch 1648 | loss: 0.0311669 | val_loss: 0.0311801 | Time: 4044.67 ms [2022-04-10 17:15:26 main:574] : INFO : Epoch 1649 | loss: 0.0311669 | val_loss: 0.0311802 | Time: 4065.37 ms [2022-04-10 17:15:30 main:574] : INFO : Epoch 1650 | loss: 0.031166 | val_loss: 0.0311803 | Time: 4053.97 ms [2022-04-10 17:15:34 main:574] : INFO : Epoch 1651 | loss: 0.0311659 | val_loss: 0.0311806 | Time: 4040.74 ms [2022-04-10 17:15:38 main:574] : INFO : Epoch 1652 | loss: 0.0311655 | val_loss: 0.0311798 | Time: 4047.38 ms [2022-04-10 17:15:42 main:574] : INFO : Epoch 1653 | loss: 0.0311648 | val_loss: 0.0311806 | Time: 4058.97 ms [2022-04-10 17:15:46 main:574] : INFO : Epoch 1654 | loss: 0.0311657 | val_loss: 0.0311802 | Time: 4054.91 ms [2022-04-10 17:15:50 main:574] : INFO : Epoch 1655 | loss: 0.031165 | val_loss: 0.0311806 | Time: 4090.67 ms [2022-04-10 17:15:54 main:574] : INFO : Epoch 1656 | loss: 0.0311652 | val_loss: 0.031181 | Time: 4061.55 ms [2022-04-10 17:15:58 main:574] : INFO : Epoch 1657 | loss: 0.0311654 | val_loss: 0.0311835 | Time: 4077.23 ms [2022-04-10 17:16:02 main:574] : INFO : Epoch 1658 | loss: 0.031166 | val_loss: 0.0311819 | Time: 4137.43 ms [2022-04-10 17:16:06 main:574] : INFO : Epoch 1659 | loss: 0.031165 | val_loss: 0.0311808 | Time: 4076.18 ms [2022-04-10 17:16:11 main:574] : INFO : Epoch 1660 | loss: 0.0311646 | val_loss: 0.0311801 | Time: 4033.63 ms [2022-04-10 17:16:15 main:574] : INFO : Epoch 1661 | loss: 0.0311639 | val_loss: 0.0311792 | Time: 4091.58 ms [2022-04-10 17:16:19 main:574] : INFO : Epoch 1662 | loss: 0.0311643 | val_loss: 0.0311832 | Time: 4227.12 ms [2022-04-10 17:16:23 main:574] : INFO : Epoch 1663 | loss: 0.0311638 | val_loss: 0.0311808 | Time: 4025.74 ms [2022-04-10 17:16:27 main:574] : INFO : Epoch 1664 | loss: 0.0311646 | val_loss: 0.0311799 | Time: 4079.69 ms [2022-04-10 17:16:31 main:574] : INFO : Epoch 1665 | loss: 0.0311635 | val_loss: 0.0311852 | Time: 4027.33 ms [2022-04-10 17:16:35 main:574] : INFO : Epoch 1666 | loss: 0.0311637 | val_loss: 0.0311804 | Time: 4058.99 ms [2022-04-10 17:16:39 main:574] : INFO : Epoch 1667 | loss: 0.031163 | val_loss: 0.0311817 | Time: 4131.31 ms [2022-04-10 17:16:43 main:574] : INFO : Epoch 1668 | loss: 0.0311637 | val_loss: 0.0311808 | Time: 4019.37 ms [2022-04-10 17:16:47 main:574] : INFO : Epoch 1669 | loss: 0.0311691 | val_loss: 0.0311811 | Time: 4075.86 ms [2022-04-10 17:16:51 main:574] : INFO : Epoch 1670 | loss: 0.0311715 | val_loss: 0.0311819 | Time: 4052.87 ms [2022-04-10 17:16:56 main:574] : INFO : Epoch 1671 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 4223.74 ms [2022-04-10 17:17:00 main:574] : INFO : Epoch 1672 | loss: 0.0311696 | val_loss: 0.0311814 | Time: 4193.01 ms [2022-04-10 17:17:04 main:574] : INFO : Epoch 1673 | loss: 0.0311681 | val_loss: 0.0311828 | Time: 4182.62 ms [2022-04-10 17:17:08 main:574] : INFO : Epoch 1674 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 4035.3 ms [2022-04-10 17:17:12 main:574] : INFO : Epoch 1675 | loss: 0.0311773 | val_loss: 0.0311845 | Time: 4053.87 ms [2022-04-10 17:17:16 main:574] : INFO : Epoch 1676 | loss: 0.0311701 | val_loss: 0.0311821 | Time: 4088.95 ms [2022-04-10 17:17:20 main:574] : INFO : Epoch 1677 | loss: 0.0311675 | val_loss: 0.0311845 | Time: 4050.48 ms [2022-04-10 17:17:24 main:574] : INFO : Epoch 1678 | loss: 0.03117 | val_loss: 0.0311824 | Time: 4195.71 ms [2022-04-10 17:17:28 main:574] : INFO : Epoch 1679 | loss: 0.0311715 | val_loss: 0.0311833 | Time: 4036.09 ms [2022-04-10 17:17:33 main:574] : INFO : Epoch 1680 | loss: 0.0311692 | val_loss: 0.0311795 | Time: 4083.8 ms [2022-04-10 17:17:37 main:574] : INFO : Epoch 1681 | loss: 0.031166 | val_loss: 0.0311813 | Time: 4015.07 ms [2022-04-10 17:17:41 main:574] : INFO : Epoch 1682 | loss: 0.0311668 | val_loss: 0.0311815 | Time: 4041.38 ms [2022-04-10 17:17:45 main:574] : INFO : Epoch 1683 | loss: 0.0311661 | val_loss: 0.0311805 | Time: 4031.38 ms [2022-04-10 17:17:49 main:574] : INFO : Epoch 1684 | loss: 0.0311663 | val_loss: 0.031183 | Time: 4018.02 ms [2022-04-10 17:17:53 main:574] : INFO : Epoch 1685 | loss: 0.0311658 | val_loss: 0.031179 | Time: 4097.91 ms [2022-04-10 17:17:57 main:574] : INFO : Epoch 1686 | loss: 0.0311656 | val_loss: 0.0311793 | Time: 4028.28 ms [2022-04-10 17:18:01 main:574] : INFO : Epoch 1687 | loss: 0.0311671 | val_loss: 0.0311794 | Time: 4080.65 ms [2022-04-10 17:18:05 main:574] : INFO : Epoch 1688 | loss: 0.0311674 | val_loss: 0.031179 | Time: 4097.05 ms [2022-04-10 17:18:09 main:574] : INFO : Epoch 1689 | loss: 0.0311663 | val_loss: 0.0311785 | Time: 4070.54 ms [2022-04-10 17:18:13 main:574] : INFO : Epoch 1690 | loss: 0.031165 | val_loss: 0.03118 | Time: 4061.98 ms [2022-04-10 17:18:17 main:574] : INFO : Epoch 1691 | loss: 0.0311643 | val_loss: 0.0311846 | Time: 4041.39 ms [2022-04-10 17:18:21 main:574] : INFO : Epoch 1692 | loss: 0.031166 | val_loss: 0.031182 | Time: 4065.27 ms [2022-04-10 17:18:25 main:574] : INFO : Epoch 1693 | loss: 0.0311675 | val_loss: 0.0311809 | Time: 4059.83 ms [2022-04-10 17:18:29 main:574] : INFO : Epoch 1694 | loss: 0.0311651 | val_loss: 0.0311801 | Time: 4132.1 ms [2022-04-10 17:18:34 main:574] : INFO : Epoch 1695 | loss: 0.031165 | val_loss: 0.031184 | Time: 4162.85 ms [2022-04-10 17:18:38 main:574] : INFO : Epoch 1696 | loss: 0.0311685 | val_loss: 0.0311813 | Time: 4066.49 ms [2022-04-10 17:18:42 main:574] : INFO : Epoch 1697 | loss: 0.0311692 | val_loss: 0.0311798 | Time: 4085.68 ms [2022-04-10 17:18:46 main:574] : INFO : Epoch 1698 | loss: 0.0311688 | val_loss: 0.0311835 | Time: 4086.01 ms [2022-04-10 17:18:50 main:574] : INFO : Epoch 1699 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 4061.82 ms [2022-04-10 17:18:54 main:574] : INFO : Epoch 1700 | loss: 0.0311795 | val_loss: 0.0311787 | Time: 4066.08 ms [2022-04-10 17:18:58 main:574] : INFO : Epoch 1701 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 4071.49 ms [2022-04-10 17:19:02 main:574] : INFO : Epoch 1702 | loss: 0.0311739 | val_loss: 0.0311816 | Time: 4092.18 ms [2022-04-10 17:19:06 main:574] : INFO : Epoch 1703 | loss: 0.0311734 | val_loss: 0.0311877 | Time: 4089.73 ms [2022-04-10 17:19:10 main:574] : INFO : Epoch 1704 | loss: 0.0311713 | val_loss: 0.0311807 | Time: 4074.4 ms [2022-04-10 17:19:14 main:574] : INFO : Epoch 1705 | loss: 0.03117 | val_loss: 0.0311841 | Time: 4027.37 ms [2022-04-10 17:19:18 main:574] : INFO : Epoch 1706 | loss: 0.0311703 | val_loss: 0.0311817 | Time: 4007.46 ms [2022-04-10 17:19:22 main:574] : INFO : Epoch 1707 | loss: 0.031167 | val_loss: 0.0311805 | Time: 3996.66 ms [2022-04-10 17:19:26 main:574] : INFO : Epoch 1708 | loss: 0.0311663 | val_loss: 0.0311802 | Time: 4047.16 ms [2022-04-10 17:19:31 main:574] : INFO : Epoch 1709 | loss: 0.0311663 | val_loss: 0.031181 | Time: 4163.51 ms [2022-04-10 17:19:35 main:574] : INFO : Epoch 1710 | loss: 0.0311651 | val_loss: 0.0311801 | Time: 4069.44 ms [2022-04-10 17:19:39 main:574] : INFO : Epoch 1711 | loss: 0.0311663 | val_loss: 0.0311827 | Time: 4120.15 ms [2022-04-10 17:19:43 main:574] : INFO : Epoch 1712 | loss: 0.0311659 | val_loss: 0.0311821 | Time: 4030.44 ms [2022-04-10 17:19:47 main:574] : INFO : Epoch 1713 | loss: 0.0311683 | val_loss: 0.0311838 | Time: 4071.43 ms [2022-04-10 17:19:51 main:574] : INFO : Epoch 1714 | loss: 0.0311664 | val_loss: 0.0311818 | Time: 4017.76 ms [2022-04-10 17:19:55 main:574] : INFO : Epoch 1715 | loss: 0.031168 | val_loss: 0.0311807 | Time: 4058.81 ms [2022-04-10 17:19:59 main:574] : INFO : Epoch 1716 | loss: 0.0311655 | val_loss: 0.0311822 | Time: 4059.98 ms [2022-04-10 17:20:03 main:574] : INFO : Epoch 1717 | loss: 0.0311645 | val_loss: 0.03118 | Time: 4056.92 ms [2022-04-10 17:20:07 main:574] : INFO : Epoch 1718 | loss: 0.0311643 | val_loss: 0.0311825 | Time: 4084.43 ms [2022-04-10 17:20:11 main:574] : INFO : Epoch 1719 | loss: 0.0311673 | val_loss: 0.0311838 | Time: 4116.29 ms [2022-04-10 17:20:15 main:574] : INFO : Epoch 1720 | loss: 0.0311724 | val_loss: 0.0311888 | Time: 4094.14 ms [2022-04-10 17:20:19 main:574] : INFO : Epoch 1721 | loss: 0.0311849 | val_loss: 0.0311862 | Time: 4026.84 ms [2022-04-10 17:20:24 main:574] : INFO : Epoch 1722 | loss: 0.0311826 | val_loss: 0.0311847 | Time: 4032.93 ms [2022-04-10 17:20:28 main:574] : INFO : Epoch 1723 | loss: 0.0311764 | val_loss: 0.0311849 | Time: 4049.74 ms [2022-04-10 17:20:32 main:574] : INFO : Epoch 1724 | loss: 0.0311738 | val_loss: 0.0311816 | Time: 4056.22 ms [2022-04-10 17:20:36 main:574] : INFO : Epoch 1725 | loss: 0.0311722 | val_loss: 0.0311817 | Time: 4050.39 ms [2022-04-10 17:20:40 main:574] : INFO : Epoch 1726 | loss: 0.0311714 | val_loss: 0.0311816 | Time: 4065.95 ms [2022-04-10 17:20:44 main:574] : INFO : Epoch 1727 | loss: 0.0311717 | val_loss: 0.031181 | Time: 4152.65 ms [2022-04-10 17:20:48 main:574] : INFO : Epoch 1728 | loss: 0.031172 | val_loss: 0.0311838 | Time: 4103.57 ms [2022-04-10 17:20:52 main:574] : INFO : Epoch 1729 | loss: 0.0311732 | val_loss: 0.0311812 | Time: 4121.11 ms [2022-04-10 17:20:56 main:574] : INFO : Epoch 1730 | loss: 0.031172 | val_loss: 0.0311829 | Time: 4039.85 ms [2022-04-10 17:21:00 main:574] : INFO : Epoch 1731 | loss: 0.0311709 | val_loss: 0.0311831 | Time: 4078.71 ms [2022-04-10 17:21:04 main:574] : INFO : Epoch 1732 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 4049.19 ms [2022-04-10 17:21:08 main:574] : INFO : Epoch 1733 | loss: 0.031171 | val_loss: 0.0311842 | Time: 4042.65 ms [2022-04-10 17:21:12 main:574] : INFO : Epoch 1734 | loss: 0.0311708 | val_loss: 0.0311815 | Time: 4050.89 ms [2022-04-10 17:21:16 main:574] : INFO : Epoch 1735 | loss: 0.0311706 | val_loss: 0.0311814 | Time: 4027.61 ms [2022-04-10 17:21:21 main:574] : INFO : Epoch 1736 | loss: 0.0311697 | val_loss: 0.0311793 | Time: 4139.72 ms [2022-04-10 17:21:25 main:574] : INFO : Epoch 1737 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 4035.2 ms [2022-04-10 17:21:29 main:574] : INFO : Epoch 1738 | loss: 0.0311688 | val_loss: 0.0311797 | Time: 4047.3 ms [2022-04-10 17:21:33 main:574] : INFO : Epoch 1739 | loss: 0.0311685 | val_loss: 0.031179 | Time: 4072.34 ms [2022-04-10 17:21:37 main:574] : INFO : Epoch 1740 | loss: 0.0311698 | val_loss: 0.0311819 | Time: 4099.91 ms [2022-04-10 17:21:41 main:574] : INFO : Epoch 1741 | loss: 0.031169 | val_loss: 0.0311802 | Time: 4103.49 ms [2022-04-10 17:21:45 main:574] : INFO : Epoch 1742 | loss: 0.0311687 | val_loss: 0.0311811 | Time: 4132.08 ms [2022-04-10 17:21:49 main:574] : INFO : Epoch 1743 | loss: 0.0311673 | val_loss: 0.03118 | Time: 4177.98 ms [2022-04-10 17:21:54 main:574] : INFO : Epoch 1744 | loss: 0.0311674 | val_loss: 0.0311801 | Time: 4190.57 ms [2022-04-10 17:21:58 main:574] : INFO : Epoch 1745 | loss: 0.031168 | val_loss: 0.0311823 | Time: 4166.43 ms [2022-04-10 17:22:02 main:574] : INFO : Epoch 1746 | loss: 0.031167 | val_loss: 0.0311802 | Time: 4136.51 ms [2022-04-10 17:22:06 main:574] : INFO : Epoch 1747 | loss: 0.0311687 | val_loss: 0.0311838 | Time: 4161.69 ms [2022-04-10 17:22:10 main:574] : INFO : Epoch 1748 | loss: 0.0311684 | val_loss: 0.0311825 | Time: 4095.71 ms [2022-04-10 17:22:14 main:574] : INFO : Epoch 1749 | loss: 0.0311678 | val_loss: 0.0311794 | Time: 4048.55 ms [2022-04-10 17:22:18 main:574] : INFO : Epoch 1750 | loss: 0.0311672 | val_loss: 0.0311859 | Time: 4042.34 ms [2022-04-10 17:22:22 main:574] : INFO : Epoch 1751 | loss: 0.0311685 | val_loss: 0.0311815 | Time: 4031.45 ms [2022-04-10 17:22:26 main:574] : INFO : Epoch 1752 | loss: 0.0311685 | val_loss: 0.0311852 | Time: 4052.53 ms [2022-04-10 17:22:30 main:574] : INFO : Epoch 1753 | loss: 0.0311671 | val_loss: 0.0311804 | Time: 4054.39 ms [2022-04-10 17:22:35 main:574] : INFO : Epoch 1754 | loss: 0.0311669 | val_loss: 0.0311811 | Time: 4103.98 ms [2022-04-10 17:22:39 main:574] : INFO : Epoch 1755 | loss: 0.0311667 | val_loss: 0.0311802 | Time: 4072.46 ms [2022-04-10 17:22:43 main:574] : INFO : Epoch 1756 | loss: 0.0311684 | val_loss: 0.0311801 | Time: 4065.42 ms [2022-04-10 17:22:47 main:574] : INFO : Epoch 1757 | loss: 0.0311667 | val_loss: 0.0311805 | Time: 4060.69 ms [2022-04-10 17:22:51 main:574] : INFO : Epoch 1758 | loss: 0.031166 | val_loss: 0.0311841 | Time: 4052.93 ms [2022-04-10 17:22:55 main:574] : INFO : Epoch 1759 | loss: 0.0311652 | val_loss: 0.0311835 | Time: 4089.55 ms [2022-04-10 17:22:59 main:574] : INFO : Epoch 1760 | loss: 0.0311654 | val_loss: 0.031179 | Time: 4252.71 ms [2022-04-10 17:23:03 main:574] : INFO : Epoch 1761 | loss: 0.0311652 | val_loss: 0.0311813 | Time: 4114.76 ms [2022-04-10 17:23:07 main:574] : INFO : Epoch 1762 | loss: 0.0311655 | val_loss: 0.0311811 | Time: 4070.09 ms [2022-04-10 17:23:11 main:574] : INFO : Epoch 1763 | loss: 0.0311663 | val_loss: 0.0311826 | Time: 4062.47 ms [2022-04-10 17:23:16 main:574] : INFO : Epoch 1764 | loss: 0.0311658 | val_loss: 0.0311809 | Time: 4094.18 ms [2022-04-10 17:23:20 main:574] : INFO : Epoch 1765 | loss: 0.0311677 | val_loss: 0.0311873 | Time: 4086.19 ms [2022-04-10 17:23:24 main:574] : INFO : Epoch 1766 | loss: 0.0311689 | val_loss: 0.031181 | Time: 4076.1 ms [2022-04-10 17:23:28 main:574] : INFO : Epoch 1767 | loss: 0.0311652 | val_loss: 0.0311828 | Time: 4070.79 ms [2022-04-10 17:23:32 main:574] : INFO : Epoch 1768 | loss: 0.0311648 | val_loss: 0.0311809 | Time: 4098.16 ms [2022-04-10 17:23:36 main:574] : INFO : Epoch 1769 | loss: 0.0311642 | val_loss: 0.0311807 | Time: 4091.21 ms [2022-04-10 17:23:40 main:574] : INFO : Epoch 1770 | loss: 0.0311649 | val_loss: 0.0311806 | Time: 4039.18 ms [2022-04-10 17:23:44 main:574] : INFO : Epoch 1771 | loss: 0.031164 | val_loss: 0.03118 | Time: 4047.57 ms [2022-04-10 17:23:48 main:574] : INFO : Epoch 1772 | loss: 0.0311644 | val_loss: 0.0311812 | Time: 4086.38 ms [2022-04-10 17:23:52 main:574] : INFO : Epoch 1773 | loss: 0.0311648 | val_loss: 0.0311799 | Time: 4034.4 ms [2022-04-10 17:23:56 main:574] : INFO : Epoch 1774 | loss: 0.0311647 | val_loss: 0.0311808 | Time: 4041.33 ms [2022-04-10 17:24:00 main:574] : INFO : Epoch 1775 | loss: 0.0311648 | val_loss: 0.0311822 | Time: 4026.28 ms [2022-04-10 17:24:04 main:574] : INFO : Epoch 1776 | loss: 0.0311658 | val_loss: 0.0311797 | Time: 4227.66 ms [2022-04-10 17:24:09 main:574] : INFO : Epoch 1777 | loss: 0.0311645 | val_loss: 0.0311812 | Time: 4132.12 ms [2022-04-10 17:24:13 main:574] : INFO : Epoch 1778 | loss: 0.0311647 | val_loss: 0.0311797 | Time: 4031.87 ms [2022-04-10 17:24:17 main:574] : INFO : Epoch 1779 | loss: 0.0311634 | val_loss: 0.0311837 | Time: 4088.52 ms [2022-04-10 17:24:21 main:574] : INFO : Epoch 1780 | loss: 0.0311652 | val_loss: 0.0311833 | Time: 4022.86 ms [2022-04-10 17:24:25 main:574] : INFO : Epoch 1781 | loss: 0.0311645 | val_loss: 0.0311809 | Time: 4082.59 ms [2022-04-10 17:24:29 main:574] : INFO : Epoch 1782 | loss: 0.0311631 | val_loss: 0.0311791 | Time: 3983.57 ms [2022-04-10 17:24:33 main:574] : INFO : Epoch 1783 | loss: 0.0311638 | val_loss: 0.0311817 | Time: 4079.87 ms [2022-04-10 17:24:37 main:574] : INFO : Epoch 1784 | loss: 0.0311632 | val_loss: 0.0311811 | Time: 4016.35 ms [2022-04-10 17:24:41 main:574] : INFO : Epoch 1785 | loss: 0.0311649 | val_loss: 0.0311852 | Time: 4112.3 ms [2022-04-10 17:24:45 main:574] : INFO : Epoch 1786 | loss: 0.0311646 | val_loss: 0.0311825 | Time: 4092.23 ms [2022-04-10 17:24:49 main:574] : INFO : Epoch 1787 | loss: 0.0311639 | val_loss: 0.0311822 | Time: 4064.91 ms [2022-04-10 17:24:53 main:574] : INFO : Epoch 1788 | loss: 0.0311643 | val_loss: 0.0311859 | Time: 4036.2 ms [2022-04-10 17:24:57 main:574] : INFO : Epoch 1789 | loss: 0.0311641 | val_loss: 0.031184 | Time: 4011.16 ms [2022-04-10 17:25:01 main:574] : INFO : Epoch 1790 | loss: 0.0311634 | val_loss: 0.0311829 | Time: 4035.03 ms [2022-04-10 17:25:05 main:574] : INFO : Epoch 1791 | loss: 0.0311631 | val_loss: 0.031182 | Time: 4091.28 ms [2022-04-10 17:25:10 main:574] : INFO : Epoch 1792 | loss: 0.0311637 | val_loss: 0.0311815 | Time: 4198.13 ms [2022-04-10 17:25:14 main:574] : INFO : Epoch 1793 | loss: 0.0311648 | val_loss: 0.0311794 | Time: 4121.48 ms [2022-04-10 17:25:18 main:574] : INFO : Epoch 1794 | loss: 0.0311641 | val_loss: 0.0311793 | Time: 4071.18 ms [2022-04-10 17:25:22 main:574] : INFO : Epoch 1795 | loss: 0.0311648 | val_loss: 0.0311814 | Time: 4064.81 ms [2022-04-10 17:25:26 main:574] : INFO : Epoch 1796 | loss: 0.0311649 | val_loss: 0.0311816 | Time: 4027.94 ms [2022-04-10 17:25:30 main:574] : INFO : Epoch 1797 | loss: 0.0311679 | val_loss: 0.031188 | Time: 4061.05 ms [2022-04-10 17:25:34 main:574] : INFO : Epoch 1798 | loss: 0.0311677 | val_loss: 0.0311824 | Time: 4079.29 ms [2022-04-10 17:25:38 main:574] : INFO : Epoch 1799 | loss: 0.0311668 | val_loss: 0.0311821 | Time: 4034.98 ms [2022-04-10 17:25:42 main:574] : INFO : Epoch 1800 | loss: 0.0311668 | val_loss: 0.0311818 | Time: 4042.82 ms [2022-04-10 17:25:46 main:574] : INFO : Epoch 1801 | loss: 0.0311652 | val_loss: 0.0311782 | Time: 4067.03 ms [2022-04-10 17:25:50 main:574] : INFO : Epoch 1802 | loss: 0.031165 | val_loss: 0.0311799 | Time: 4211.53 ms [2022-04-10 17:25:55 main:574] : INFO : Epoch 1803 | loss: 0.0311656 | val_loss: 0.0311821 | Time: 4134.97 ms [2022-04-10 17:25:59 main:574] : INFO : Epoch 1804 | loss: 0.031164 | val_loss: 0.0311801 | Time: 4106.13 ms [2022-04-10 17:26:03 main:574] : INFO : Epoch 1805 | loss: 0.0311647 | val_loss: 0.0311822 | Time: 4071.93 ms [2022-04-10 17:26:07 main:574] : INFO : Epoch 1806 | loss: 0.0311642 | val_loss: 0.0311841 | Time: 4064.5 ms [2022-04-10 17:26:11 main:574] : INFO : Epoch 1807 | loss: 0.031164 | val_loss: 0.0311807 | Time: 4075.73 ms [2022-04-10 17:26:15 main:574] : INFO : Epoch 1808 | loss: 0.0311645 | val_loss: 0.0311861 | Time: 4103.13 ms [2022-04-10 17:26:19 main:574] : INFO : Epoch 1809 | loss: 0.0311687 | val_loss: 0.0311831 | Time: 4167.72 ms [2022-04-10 17:26:23 main:574] : INFO : Epoch 1810 | loss: 0.0311699 | val_loss: 0.0311831 | Time: 4094.65 ms [2022-04-10 17:26:27 main:574] : INFO : Epoch 1811 | loss: 0.0311708 | val_loss: 0.0311801 | Time: 4106.64 ms [2022-04-10 17:26:32 main:574] : INFO : Epoch 1812 | loss: 0.0311671 | val_loss: 0.0311775 | Time: 4053.57 ms [2022-04-10 17:26:36 main:574] : INFO : Epoch 1813 | loss: 0.0311652 | val_loss: 0.0311824 | Time: 4108.79 ms [2022-04-10 17:26:40 main:574] : INFO : Epoch 1814 | loss: 0.0311647 | val_loss: 0.0311804 | Time: 4055.98 ms [2022-04-10 17:26:44 main:574] : INFO : Epoch 1815 | loss: 0.0311646 | val_loss: 0.0311793 | Time: 3987.09 ms [2022-04-10 17:26:48 main:574] : INFO : Epoch 1816 | loss: 0.0311636 | val_loss: 0.0311795 | Time: 4035.52 ms [2022-04-10 17:26:52 main:574] : INFO : Epoch 1817 | loss: 0.0311663 | val_loss: 0.0311847 | Time: 4051.99 ms [2022-04-10 17:26:56 main:574] : INFO : Epoch 1818 | loss: 0.0317396 | val_loss: 0.0320349 | Time: 4042.75 ms [2022-04-10 17:27:00 main:574] : INFO : Epoch 1819 | loss: 0.0409664 | val_loss: 0.0400216 | Time: 4057.13 ms [2022-04-10 17:27:04 main:574] : INFO : Epoch 1820 | loss: 0.034413 | val_loss: 0.0318617 | Time: 4080.6 ms [2022-04-10 17:27:08 main:574] : INFO : Epoch 1821 | loss: 0.0316013 | val_loss: 0.0313613 | Time: 4079.02 ms [2022-04-10 17:27:12 main:574] : INFO : Epoch 1822 | loss: 0.0312946 | val_loss: 0.0312421 | Time: 4054.58 ms [2022-04-10 17:27:16 main:574] : INFO : Epoch 1823 | loss: 0.0312332 | val_loss: 0.0312311 | Time: 4140.11 ms [2022-04-10 17:27:20 main:574] : INFO : Epoch 1824 | loss: 0.0312221 | val_loss: 0.0312262 | Time: 4031.79 ms [2022-04-10 17:27:24 main:574] : INFO : Epoch 1825 | loss: 0.031218 | val_loss: 0.0312245 | Time: 4142.56 ms [2022-04-10 17:27:29 main:574] : INFO : Epoch 1826 | loss: 0.031217 | val_loss: 0.0312244 | Time: 4123.68 ms [2022-04-10 17:27:33 main:574] : INFO : Epoch 1827 | loss: 0.0312164 | val_loss: 0.0312237 | Time: 4070.91 ms [2022-04-10 17:27:37 main:574] : INFO : Epoch 1828 | loss: 0.0312159 | val_loss: 0.0312232 | Time: 4095.85 ms [2022-04-10 17:27:41 main:574] : INFO : Epoch 1829 | loss: 0.0312156 | val_loss: 0.0312247 | Time: 4075.81 ms [2022-04-10 17:27:45 main:574] : INFO : Epoch 1830 | loss: 0.0312154 | val_loss: 0.0312227 | Time: 4027.73 ms [2022-04-10 17:27:49 main:574] : INFO : Epoch 1831 | loss: 0.0312147 | val_loss: 0.0312224 | Time: 4028.53 ms [2022-04-10 17:27:53 main:574] : INFO : Epoch 1832 | loss: 0.0312145 | val_loss: 0.0312215 | Time: 4023.99 ms [2022-04-10 17:27:57 main:574] : INFO : Epoch 1833 | loss: 0.0312142 | val_loss: 0.0312212 | Time: 4163.64 ms [2022-04-10 17:28:01 main:574] : INFO : Epoch 1834 | loss: 0.0312139 | val_loss: 0.0312212 | Time: 4102.08 ms [2022-04-10 17:28:05 main:574] : INFO : Epoch 1835 | loss: 0.0312139 | val_loss: 0.0312226 | Time: 4065.86 ms [2022-04-10 17:28:09 main:574] : INFO : Epoch 1836 | loss: 0.0312154 | val_loss: 0.0312206 | Time: 4034.14 ms [2022-04-10 17:28:13 main:574] : INFO : Epoch 1837 | loss: 0.0312133 | val_loss: 0.0312205 | Time: 4036.72 ms [2022-04-10 17:28:17 main:574] : INFO : Epoch 1838 | loss: 0.0312131 | val_loss: 0.0312202 | Time: 4061.47 ms [2022-04-10 17:28:21 main:574] : INFO : Epoch 1839 | loss: 0.0312126 | val_loss: 0.0312198 | Time: 4062.61 ms [2022-04-10 17:28:26 main:574] : INFO : Epoch 1840 | loss: 0.0312124 | val_loss: 0.0312195 | Time: 4045.71 ms [2022-04-10 17:28:30 main:574] : INFO : Epoch 1841 | loss: 0.0312123 | val_loss: 0.0312195 | Time: 4099.62 ms [2022-04-10 17:28:34 main:574] : INFO : Epoch 1842 | loss: 0.0312123 | val_loss: 0.0312194 | Time: 4182.14 ms [2022-04-10 17:28:38 main:574] : INFO : Epoch 1843 | loss: 0.0312123 | val_loss: 0.0312196 | Time: 4103.64 ms [2022-04-10 17:28:42 main:574] : INFO : Epoch 1844 | loss: 0.0312122 | val_loss: 0.0312204 | Time: 4112.32 ms [2022-04-10 17:28:46 main:574] : INFO : Epoch 1845 | loss: 0.0312119 | val_loss: 0.0312198 | Time: 4064.93 ms [2022-04-10 17:28:50 main:574] : INFO : Epoch 1846 | loss: 0.0312119 | val_loss: 0.0312191 | Time: 4061.17 ms [2022-04-10 17:28:54 main:574] : INFO : Epoch 1847 | loss: 0.0312114 | val_loss: 0.0312189 | Time: 4063.87 ms [2022-04-10 17:28:58 main:574] : INFO : Epoch 1848 | loss: 0.0312115 | val_loss: 0.0312193 | Time: 4072.89 ms [2022-04-10 17:29:02 main:574] : INFO : Epoch 1849 | loss: 0.0312115 | val_loss: 0.03122 | Time: 4071.51 ms [2022-04-10 17:29:07 main:574] : INFO : Epoch 1850 | loss: 0.0312115 | val_loss: 0.0312187 | Time: 4086.33 ms [2022-04-10 17:29:11 main:574] : INFO : Epoch 1851 | loss: 0.0312108 | val_loss: 0.0312187 | Time: 4100.92 ms [2022-04-10 17:29:15 main:574] : INFO : Epoch 1852 | loss: 0.0312106 | val_loss: 0.0312186 | Time: 4066.84 ms [2022-04-10 17:29:19 main:574] : INFO : Epoch 1853 | loss: 0.0312106 | val_loss: 0.0312187 | Time: 4064.85 ms [2022-04-10 17:29:23 main:574] : INFO : Epoch 1854 | loss: 0.0312106 | val_loss: 0.0312186 | Time: 4083.01 ms [2022-04-10 17:29:27 main:574] : INFO : Epoch 1855 | loss: 0.0312103 | val_loss: 0.031219 | Time: 4078.91 ms [2022-04-10 17:29:31 main:574] : INFO : Epoch 1856 | loss: 0.0312106 | val_loss: 0.0312181 | Time: 4033.32 ms [2022-04-10 17:29:35 main:574] : INFO : Epoch 1857 | loss: 0.0312101 | val_loss: 0.0312182 | Time: 4101.27 ms [2022-04-10 17:29:39 main:574] : INFO : Epoch 1858 | loss: 0.03121 | val_loss: 0.0312182 | Time: 4227.79 ms [2022-04-10 17:29:43 main:574] : INFO : Epoch 1859 | loss: 0.0312095 | val_loss: 0.0312176 | Time: 4098.89 ms [2022-04-10 17:29:48 main:574] : INFO : Epoch 1860 | loss: 0.0312099 | val_loss: 0.0312178 | Time: 4113.56 ms [2022-04-10 17:29:52 main:574] : INFO : Epoch 1861 | loss: 0.0312095 | val_loss: 0.0312178 | Time: 4091.01 ms [2022-04-10 17:29:56 main:574] : INFO : Epoch 1862 | loss: 0.0312096 | val_loss: 0.0312189 | Time: 4061.8 ms [2022-04-10 17:30:00 main:574] : INFO : Epoch 1863 | loss: 0.0312094 | val_loss: 0.0312178 | Time: 4024.86 ms [2022-04-10 17:30:04 main:574] : INFO : Epoch 1864 | loss: 0.0312089 | val_loss: 0.0312171 | Time: 4106.4 ms [2022-04-10 17:30:08 main:574] : INFO : Epoch 1865 | loss: 0.0312089 | val_loss: 0.0312177 | Time: 4042.55 ms [2022-04-10 17:30:12 main:574] : INFO : Epoch 1866 | loss: 0.0312092 | val_loss: 0.0312174 | Time: 4088.88 ms [2022-04-10 17:30:16 main:574] : INFO : Epoch 1867 | loss: 0.0312086 | val_loss: 0.0312169 | Time: 4127.97 ms [2022-04-10 17:30:20 main:574] : INFO : Epoch 1868 | loss: 0.0312086 | val_loss: 0.0312168 | Time: 4082.59 ms [2022-04-10 17:30:24 main:574] : INFO : Epoch 1869 | loss: 0.0312087 | val_loss: 0.0312168 | Time: 4059.72 ms [2022-04-10 17:30:28 main:574] : INFO : Epoch 1870 | loss: 0.0312084 | val_loss: 0.0312161 | Time: 4039.27 ms [2022-04-10 17:30:32 main:574] : INFO : Epoch 1871 | loss: 0.0312082 | val_loss: 0.0312161 | Time: 4049.61 ms [2022-04-10 17:30:36 main:574] : INFO : Epoch 1872 | loss: 0.0312078 | val_loss: 0.0312175 | Time: 4017.75 ms [2022-04-10 17:30:40 main:574] : INFO : Epoch 1873 | loss: 0.031208 | val_loss: 0.0312166 | Time: 4035.5 ms [2022-04-10 17:30:45 main:574] : INFO : Epoch 1874 | loss: 0.0312079 | val_loss: 0.0312166 | Time: 4124.61 ms [2022-04-10 17:30:49 main:574] : INFO : Epoch 1875 | loss: 0.0312078 | val_loss: 0.0312163 | Time: 4108.36 ms [2022-04-10 17:30:53 main:574] : INFO : Epoch 1876 | loss: 0.0312076 | val_loss: 0.0312175 | Time: 4095.63 ms [2022-04-10 17:30:57 main:574] : INFO : Epoch 1877 | loss: 0.0312081 | val_loss: 0.0312158 | Time: 4071.13 ms [2022-04-10 17:31:01 main:574] : INFO : Epoch 1878 | loss: 0.0312078 | val_loss: 0.0312164 | Time: 4044.19 ms [2022-04-10 17:31:05 main:574] : INFO : Epoch 1879 | loss: 0.0312073 | val_loss: 0.0312152 | Time: 4092.39 ms [2022-04-10 17:31:09 main:574] : INFO : Epoch 1880 | loss: 0.0312081 | val_loss: 0.0312168 | Time: 4040.46 ms [2022-04-10 17:31:13 main:574] : INFO : Epoch 1881 | loss: 0.0312074 | val_loss: 0.031215 | Time: 4053.62 ms [2022-04-10 17:31:17 main:574] : INFO : Epoch 1882 | loss: 0.0312074 | val_loss: 0.0312152 | Time: 4012.47 ms [2022-04-10 17:31:21 main:574] : INFO : Epoch 1883 | loss: 0.0312075 | val_loss: 0.0312156 | Time: 4085.86 ms [2022-04-10 17:31:25 main:574] : INFO : Epoch 1884 | loss: 0.0312089 | val_loss: 0.0312203 | Time: 4103.57 ms [2022-04-10 17:31:29 main:574] : INFO : Epoch 1885 | loss: 0.0312076 | val_loss: 0.031215 | Time: 4095.58 ms [2022-04-10 17:31:33 main:574] : INFO : Epoch 1886 | loss: 0.0312066 | val_loss: 0.0312146 | Time: 4060.12 ms [2022-04-10 17:31:38 main:574] : INFO : Epoch 1887 | loss: 0.0312065 | val_loss: 0.0312158 | Time: 4049.84 ms [2022-04-10 17:31:42 main:574] : INFO : Epoch 1888 | loss: 0.0312064 | val_loss: 0.0312139 | Time: 4081.12 ms [2022-04-10 17:31:46 main:574] : INFO : Epoch 1889 | loss: 0.0312067 | val_loss: 0.031215 | Time: 4109.5 ms [2022-04-10 17:31:50 main:574] : INFO : Epoch 1890 | loss: 0.0312057 | val_loss: 0.0312141 | Time: 4116.32 ms [2022-04-10 17:31:54 main:574] : INFO : Epoch 1891 | loss: 0.0312052 | val_loss: 0.0312158 | Time: 4178.2 ms [2022-04-10 17:31:58 main:574] : INFO : Epoch 1892 | loss: 0.031207 | val_loss: 0.031214 | Time: 4005.69 ms [2022-04-10 17:32:02 main:574] : INFO : Epoch 1893 | loss: 0.0312052 | val_loss: 0.0312141 | Time: 4039.98 ms [2022-04-10 17:32:06 main:574] : INFO : Epoch 1894 | loss: 0.0312054 | val_loss: 0.0312136 | Time: 4043.61 ms [2022-04-10 17:32:10 main:574] : INFO : Epoch 1895 | loss: 0.0312058 | val_loss: 0.0312164 | Time: 4070.28 ms [2022-04-10 17:32:14 main:574] : INFO : Epoch 1896 | loss: 0.031206 | val_loss: 0.0312149 | Time: 4161.99 ms [2022-04-10 17:32:18 main:574] : INFO : Epoch 1897 | loss: 0.0312061 | val_loss: 0.0312154 | Time: 4051.14 ms [2022-04-10 17:32:22 main:574] : INFO : Epoch 1898 | loss: 0.0312056 | val_loss: 0.0312144 | Time: 4085.12 ms [2022-04-10 17:32:27 main:574] : INFO : Epoch 1899 | loss: 0.0312044 | val_loss: 0.0312131 | Time: 4140.99 ms [2022-04-10 17:32:31 main:574] : INFO : Epoch 1900 | loss: 0.0312048 | val_loss: 0.0312124 | Time: 4053.55 ms [2022-04-10 17:32:35 main:574] : INFO : Epoch 1901 | loss: 0.0312045 | val_loss: 0.0312125 | Time: 4085.71 ms [2022-04-10 17:32:39 main:574] : INFO : Epoch 1902 | loss: 0.031205 | val_loss: 0.0312138 | Time: 4021.77 ms [2022-04-10 17:32:43 main:574] : INFO : Epoch 1903 | loss: 0.0312043 | val_loss: 0.0312126 | Time: 4075.58 ms [2022-04-10 17:32:47 main:574] : INFO : Epoch 1904 | loss: 0.0312045 | val_loss: 0.0312133 | Time: 4081.74 ms [2022-04-10 17:32:51 main:574] : INFO : Epoch 1905 | loss: 0.0312048 | val_loss: 0.0312138 | Time: 4079.62 ms [2022-04-10 17:32:55 main:574] : INFO : Epoch 1906 | loss: 0.0312041 | val_loss: 0.0312165 | Time: 4118.88 ms [2022-04-10 17:32:59 main:574] : INFO : Epoch 1907 | loss: 0.0312041 | val_loss: 0.0312127 | Time: 4161.71 ms [2022-04-10 17:33:03 main:574] : INFO : Epoch 1908 | loss: 0.0312043 | val_loss: 0.0312142 | Time: 4126.28 ms [2022-04-10 17:33:08 main:574] : INFO : Epoch 1909 | loss: 0.031204 | val_loss: 0.0312128 | Time: 4110.79 ms [2022-04-10 17:33:12 main:574] : INFO : Epoch 1910 | loss: 0.0312045 | val_loss: 0.0312128 | Time: 4031.78 ms [2022-04-10 17:33:16 main:574] : INFO : Epoch 1911 | loss: 0.0312041 | val_loss: 0.0312121 | Time: 4091.86 ms [2022-04-10 17:33:20 main:574] : INFO : Epoch 1912 | loss: 0.0312033 | val_loss: 0.0312129 | Time: 4084.37 ms [2022-04-10 17:33:24 main:574] : INFO : Epoch 1913 | loss: 0.0312035 | val_loss: 0.0312127 | Time: 4063.04 ms [2022-04-10 17:33:28 main:574] : INFO : Epoch 1914 | loss: 0.031204 | val_loss: 0.0312128 | Time: 4101.48 ms [2022-04-10 17:33:32 main:574] : INFO : Epoch 1915 | loss: 0.0312039 | val_loss: 0.0312126 | Time: 4063.92 ms [2022-04-10 17:33:36 main:574] : INFO : Epoch 1916 | loss: 0.0312048 | val_loss: 0.0312135 | Time: 4138.12 ms [2022-04-10 17:33:40 main:574] : INFO : Epoch 1917 | loss: 0.0312039 | val_loss: 0.0312128 | Time: 4126.81 ms [2022-04-10 17:33:44 main:574] : INFO : Epoch 1918 | loss: 0.031205 | val_loss: 0.0312136 | Time: 4049.49 ms [2022-04-10 17:33:48 main:574] : INFO : Epoch 1919 | loss: 0.0312049 | val_loss: 0.0312119 | Time: 4066.43 ms [2022-04-10 17:33:53 main:574] : INFO : Epoch 1920 | loss: 0.0312033 | val_loss: 0.0312118 | Time: 4086.45 ms [2022-04-10 17:33:57 main:574] : INFO : Epoch 1921 | loss: 0.0312034 | val_loss: 0.0312131 | Time: 4084.74 ms [2022-04-10 17:34:01 main:574] : INFO : Epoch 1922 | loss: 0.0312047 | val_loss: 0.0312117 | Time: 4055.92 ms [2022-04-10 17:34:05 main:574] : INFO : Epoch 1923 | loss: 0.0312034 | val_loss: 0.0312125 | Time: 4094.53 ms [2022-04-10 17:34:09 main:574] : INFO : Epoch 1924 | loss: 0.0312037 | val_loss: 0.031214 | Time: 4185.43 ms [2022-04-10 17:34:13 main:574] : INFO : Epoch 1925 | loss: 0.0312033 | val_loss: 0.031213 | Time: 4058.95 ms [2022-04-10 17:34:17 main:574] : INFO : Epoch 1926 | loss: 0.0312031 | val_loss: 0.0312122 | Time: 4083.45 ms [2022-04-10 17:34:21 main:574] : INFO : Epoch 1927 | loss: 0.0312033 | val_loss: 0.0312142 | Time: 4167.19 ms [2022-04-10 17:34:25 main:574] : INFO : Epoch 1928 | loss: 0.0312037 | val_loss: 0.0312116 | Time: 4079.5 ms [2022-04-10 17:34:29 main:574] : INFO : Epoch 1929 | loss: 0.0312033 | val_loss: 0.0312118 | Time: 4036.13 ms [2022-04-10 17:34:34 main:574] : INFO : Epoch 1930 | loss: 0.0312024 | val_loss: 0.0312119 | Time: 4072.89 ms [2022-04-10 17:34:38 main:574] : INFO : Epoch 1931 | loss: 0.0312029 | val_loss: 0.0312115 | Time: 4066.85 ms [2022-04-10 17:34:42 main:574] : INFO : Epoch 1932 | loss: 0.0312032 | val_loss: 0.0312126 | Time: 4070.08 ms [2022-04-10 17:34:46 main:574] : INFO : Epoch 1933 | loss: 0.0312038 | val_loss: 0.0312121 | Time: 4111.84 ms [2022-04-10 17:34:50 main:574] : INFO : Epoch 1934 | loss: 0.0312021 | val_loss: 0.031211 | Time: 4117.3 ms [2022-04-10 17:34:54 main:574] : INFO : Epoch 1935 | loss: 0.0312031 | val_loss: 0.031213 | Time: 4037.86 ms [2022-04-10 17:34:58 main:574] : INFO : Epoch 1936 | loss: 0.0312025 | val_loss: 0.0312114 | Time: 4087.61 ms [2022-04-10 17:35:02 main:574] : INFO : Epoch 1937 | loss: 0.0312025 | val_loss: 0.0312121 | Time: 4124.9 ms [2022-04-10 17:35:06 main:574] : INFO : Epoch 1938 | loss: 0.0312029 | val_loss: 0.0312139 | Time: 4078.25 ms [2022-04-10 17:35:10 main:574] : INFO : Epoch 1939 | loss: 0.0312032 | val_loss: 0.0312151 | Time: 4137.69 ms [2022-04-10 17:35:15 main:574] : INFO : Epoch 1940 | loss: 0.0312027 | val_loss: 0.0312102 | Time: 4217.34 ms [2022-04-10 17:35:19 main:574] : INFO : Epoch 1941 | loss: 0.0312021 | val_loss: 0.0312119 | Time: 4100.84 ms [2022-04-10 17:35:23 main:574] : INFO : Epoch 1942 | loss: 0.0312041 | val_loss: 0.0312118 | Time: 4050.67 ms [2022-04-10 17:35:27 main:574] : INFO : Epoch 1943 | loss: 0.031204 | val_loss: 0.0312149 | Time: 4035.49 ms [2022-04-10 17:35:31 main:574] : INFO : Epoch 1944 | loss: 0.0312054 | val_loss: 0.0312117 | Time: 4109.74 ms [2022-04-10 17:35:35 main:574] : INFO : Epoch 1945 | loss: 0.0312021 | val_loss: 0.0312108 | Time: 4103.86 ms [2022-04-10 17:35:39 main:574] : INFO : Epoch 1946 | loss: 0.0312024 | val_loss: 0.031211 | Time: 4089.73 ms [2022-04-10 17:35:43 main:574] : INFO : Epoch 1947 | loss: 0.0312046 | val_loss: 0.03121 | Time: 4155.01 ms [2022-04-10 17:35:47 main:574] : INFO : Epoch 1948 | loss: 0.0312035 | val_loss: 0.0312131 | Time: 4060.72 ms [2022-04-10 17:35:51 main:574] : INFO : Epoch 1949 | loss: 0.0312025 | val_loss: 0.0312095 | Time: 4057.05 ms [2022-04-10 17:35:55 main:574] : INFO : Epoch 1950 | loss: 0.0312019 | val_loss: 0.0312095 | Time: 3978.15 ms [2022-04-10 17:36:00 main:574] : INFO : Epoch 1951 | loss: 0.0312012 | val_loss: 0.0312098 | Time: 4300.76 ms [2022-04-10 17:36:04 main:574] : INFO : Epoch 1952 | loss: 0.0312014 | val_loss: 0.0312112 | Time: 4173.57 ms [2022-04-10 17:36:08 main:574] : INFO : Epoch 1953 | loss: 0.0312018 | val_loss: 0.0312097 | Time: 4065.94 ms [2022-04-10 17:36:12 main:574] : INFO : Epoch 1954 | loss: 0.0312013 | val_loss: 0.03121 | Time: 4140.65 ms [2022-04-10 17:36:16 main:574] : INFO : Epoch 1955 | loss: 0.0312018 | val_loss: 0.0312097 | Time: 4204.18 ms [2022-04-10 17:36:21 main:574] : INFO : Epoch 1956 | loss: 0.0312032 | val_loss: 0.0312164 | Time: 4261.82 ms [2022-04-10 17:36:25 main:574] : INFO : Epoch 1957 | loss: 0.0312052 | val_loss: 0.0312134 | Time: 4263.13 ms [2022-04-10 17:36:29 main:574] : INFO : Epoch 1958 | loss: 0.0312025 | val_loss: 0.0312108 | Time: 4224.5 ms [2022-04-10 17:36:33 main:574] : INFO : Epoch 1959 | loss: 0.0312018 | val_loss: 0.0312114 | Time: 4309 ms [2022-04-10 17:36:38 main:574] : INFO : Epoch 1960 | loss: 0.0312013 | val_loss: 0.0312089 | Time: 4222.41 ms [2022-04-10 17:36:42 main:574] : INFO : Epoch 1961 | loss: 0.0312027 | val_loss: 0.0312131 | Time: 4216.04 ms [2022-04-10 17:36:46 main:574] : INFO : Epoch 1962 | loss: 0.031203 | val_loss: 0.0312098 | Time: 4162.51 ms [2022-04-10 17:36:51 main:574] : INFO : Epoch 1963 | loss: 0.0312008 | val_loss: 0.0312112 | Time: 4168.64 ms [2022-04-10 17:36:55 main:574] : INFO : Epoch 1964 | loss: 0.0312021 | val_loss: 0.0312125 | Time: 4187.95 ms [2022-04-10 17:36:59 main:574] : INFO : Epoch 1965 | loss: 0.0312013 | val_loss: 0.0312086 | Time: 4178.22 ms [2022-04-10 17:37:03 main:574] : INFO : Epoch 1966 | loss: 0.0312013 | val_loss: 0.0312107 | Time: 4176.55 ms [2022-04-10 17:37:07 main:574] : INFO : Epoch 1967 | loss: 0.0312027 | val_loss: 0.0312129 | Time: 4192.45 ms [2022-04-10 17:37:11 main:574] : INFO : Epoch 1968 | loss: 0.0312015 | val_loss: 0.0312085 | Time: 4091.5 ms [2022-04-10 17:37:15 main:574] : INFO : Epoch 1969 | loss: 0.0312006 | val_loss: 0.03121 | Time: 4053.37 ms [2022-04-10 17:37:20 main:574] : INFO : Epoch 1970 | loss: 0.0312006 | val_loss: 0.0312087 | Time: 4080.8 ms [2022-04-10 17:37:24 main:574] : INFO : Epoch 1971 | loss: 0.0312014 | val_loss: 0.0312082 | Time: 4140.3 ms [2022-04-10 17:37:28 main:574] : INFO : Epoch 1972 | loss: 0.0312011 | val_loss: 0.0312102 | Time: 4245.72 ms [2022-04-10 17:37:32 main:574] : INFO : Epoch 1973 | loss: 0.0312009 | val_loss: 0.0312097 | Time: 4139.37 ms [2022-04-10 17:37:36 main:574] : INFO : Epoch 1974 | loss: 0.0312005 | val_loss: 0.03121 | Time: 4154.51 ms [2022-04-10 17:37:40 main:574] : INFO : Epoch 1975 | loss: 0.0312008 | val_loss: 0.0312084 | Time: 4014.53 ms [2022-04-10 17:37:44 main:574] : INFO : Epoch 1976 | loss: 0.0312009 | val_loss: 0.0312085 | Time: 4086 ms [2022-04-10 17:37:48 main:574] : INFO : Epoch 1977 | loss: 0.0312019 | val_loss: 0.0312104 | Time: 4071.2 ms [2022-04-10 17:37:53 main:574] : INFO : Epoch 1978 | loss: 0.0312014 | val_loss: 0.0312099 | Time: 4092.34 ms [2022-04-10 17:37:57 main:574] : INFO : Epoch 1979 | loss: 0.0312013 | val_loss: 0.0312093 | Time: 4047.94 ms [2022-04-10 17:38:01 main:574] : INFO : Epoch 1980 | loss: 0.0312002 | val_loss: 0.0312088 | Time: 4064.52 ms [2022-04-10 17:38:05 main:574] : INFO : Epoch 1981 | loss: 0.0312017 | val_loss: 0.0312087 | Time: 4144.82 ms [2022-04-10 17:38:09 main:574] : INFO : Epoch 1982 | loss: 0.0312003 | val_loss: 0.0312088 | Time: 4081.17 ms [2022-04-10 17:38:13 main:574] : INFO : Epoch 1983 | loss: 0.0312024 | val_loss: 0.0312096 | Time: 4064.12 ms [2022-04-10 17:38:17 main:574] : INFO : Epoch 1984 | loss: 0.0312003 | val_loss: 0.0312099 | Time: 4050.12 ms [2022-04-10 17:38:21 main:574] : INFO : Epoch 1985 | loss: 0.0312029 | val_loss: 0.0312103 | Time: 4072.97 ms [2022-04-10 17:38:25 main:574] : INFO : Epoch 1986 | loss: 0.0312028 | val_loss: 0.0312095 | Time: 4080.26 ms [2022-04-10 17:38:29 main:574] : INFO : Epoch 1987 | loss: 0.0312009 | val_loss: 0.031208 | Time: 4069.39 ms [2022-04-10 17:38:33 main:574] : INFO : Epoch 1988 | loss: 0.0312006 | val_loss: 0.0312091 | Time: 4236.38 ms [2022-04-10 17:38:38 main:574] : INFO : Epoch 1989 | loss: 0.0312013 | val_loss: 0.0312095 | Time: 4064.75 ms [2022-04-10 17:38:42 main:574] : INFO : Epoch 1990 | loss: 0.0312019 | val_loss: 0.0312141 | Time: 4065.22 ms [2022-04-10 17:38:46 main:574] : INFO : Epoch 1991 | loss: 0.0312039 | val_loss: 0.0312127 | Time: 4065.89 ms [2022-04-10 17:38:50 main:574] : INFO : Epoch 1992 | loss: 0.0312012 | val_loss: 0.0312092 | Time: 4072.83 ms [2022-04-10 17:38:54 main:574] : INFO : Epoch 1993 | loss: 0.0312028 | val_loss: 0.0312163 | Time: 4060.85 ms [2022-04-10 17:38:58 main:574] : INFO : Epoch 1994 | loss: 0.0312032 | val_loss: 0.0312097 | Time: 4035.54 ms [2022-04-10 17:39:02 main:574] : INFO : Epoch 1995 | loss: 0.0312014 | val_loss: 0.0312079 | Time: 4101.08 ms [2022-04-10 17:39:06 main:574] : INFO : Epoch 1996 | loss: 0.0312018 | val_loss: 0.0312094 | Time: 4063.66 ms [2022-04-10 17:39:10 main:574] : INFO : Epoch 1997 | loss: 0.031201 | val_loss: 0.0312079 | Time: 4139.29 ms [2022-04-10 17:39:14 main:574] : INFO : Epoch 1998 | loss: 0.0312035 | val_loss: 0.0312143 | Time: 4129.6 ms [2022-04-10 17:39:18 main:574] : INFO : Epoch 1999 | loss: 0.031203 | val_loss: 0.0312078 | Time: 4104.7 ms [2022-04-10 17:39:23 main:574] : INFO : Epoch 2000 | loss: 0.0312042 | val_loss: 0.0312091 | Time: 4073.23 ms [2022-04-10 17:39:27 main:574] : INFO : Epoch 2001 | loss: 0.0312032 | val_loss: 0.0312083 | Time: 4106.13 ms [2022-04-10 17:39:31 main:574] : INFO : Epoch 2002 | loss: 0.0312016 | val_loss: 0.0312072 | Time: 4108.36 ms [2022-04-10 17:39:35 main:574] : INFO : Epoch 2003 | loss: 0.0312009 | val_loss: 0.0312097 | Time: 4012.93 ms [2022-04-10 17:39:39 main:574] : INFO : Epoch 2004 | loss: 0.031202 | val_loss: 0.0312094 | Time: 4141.51 ms [2022-04-10 17:39:43 main:574] : INFO : Epoch 2005 | loss: 0.031201 | val_loss: 0.0312078 | Time: 4151.8 ms [2022-04-10 17:39:47 main:574] : INFO : Epoch 2006 | loss: 0.0312002 | val_loss: 0.0312078 | Time: 4083.04 ms [2022-04-10 17:39:51 main:574] : INFO : Epoch 2007 | loss: 0.0311999 | val_loss: 0.0312067 | Time: 4078.94 ms [2022-04-10 17:39:55 main:574] : INFO : Epoch 2008 | loss: 0.0311997 | val_loss: 0.0312065 | Time: 4091.19 ms [2022-04-10 17:39:59 main:574] : INFO : Epoch 2009 | loss: 0.0311995 | val_loss: 0.0312061 | Time: 4158.31 ms [2022-04-10 17:40:04 main:574] : INFO : Epoch 2010 | loss: 0.0311998 | val_loss: 0.0312071 | Time: 4041.21 ms [2022-04-10 17:40:08 main:574] : INFO : Epoch 2011 | loss: 0.0312007 | val_loss: 0.0312078 | Time: 4054.83 ms [2022-04-10 17:40:12 main:574] : INFO : Epoch 2012 | loss: 0.0311993 | val_loss: 0.0312091 | Time: 4065.2 ms [2022-04-10 17:40:16 main:574] : INFO : Epoch 2013 | loss: 0.0312016 | val_loss: 0.0312091 | Time: 4061.28 ms [2022-04-10 17:40:20 main:574] : INFO : Epoch 2014 | loss: 0.031201 | val_loss: 0.0312081 | Time: 4091.14 ms [2022-04-10 17:40:24 main:574] : INFO : Epoch 2015 | loss: 0.0311988 | val_loss: 0.0312079 | Time: 4056.33 ms [2022-04-10 17:40:28 main:574] : INFO : Epoch 2016 | loss: 0.0311994 | val_loss: 0.0312123 | Time: 4095.24 ms [2022-04-10 17:40:32 main:574] : INFO : Epoch 2017 | loss: 0.0312009 | val_loss: 0.0312121 | Time: 4005.35 ms [2022-04-10 17:40:36 main:574] : INFO : Epoch 2018 | loss: 0.0312012 | val_loss: 0.031212 | Time: 4123.79 ms [2022-04-10 17:40:40 main:574] : INFO : Epoch 2019 | loss: 0.0312018 | val_loss: 0.031213 | Time: 4095.75 ms [2022-04-10 17:40:44 main:574] : INFO : Epoch 2020 | loss: 0.0312066 | val_loss: 0.0312135 | Time: 4096.01 ms [2022-04-10 17:40:49 main:574] : INFO : Epoch 2021 | loss: 0.0312018 | val_loss: 0.0312073 | Time: 4183.56 ms [2022-04-10 17:40:53 main:574] : INFO : Epoch 2022 | loss: 0.0311993 | val_loss: 0.0312083 | Time: 4067.22 ms [2022-04-10 17:40:57 main:574] : INFO : Epoch 2023 | loss: 0.0311998 | val_loss: 0.0312073 | Time: 4090.33 ms [2022-04-10 17:41:01 main:574] : INFO : Epoch 2024 | loss: 0.0311976 | val_loss: 0.0312067 | Time: 4164.39 ms [2022-04-10 17:41:05 main:574] : INFO : Epoch 2025 | loss: 0.0311976 | val_loss: 0.0312157 | Time: 4104.26 ms [2022-04-10 17:41:09 main:574] : INFO : Epoch 2026 | loss: 0.0312003 | val_loss: 0.0312123 | Time: 4122.41 ms [2022-04-10 17:41:13 main:574] : INFO : Epoch 2027 | loss: 0.0312008 | val_loss: 0.0312082 | Time: 4050.35 ms [2022-04-10 17:41:17 main:574] : INFO : Epoch 2028 | loss: 0.0311995 | val_loss: 0.0312104 | Time: 4056.56 ms [2022-04-10 17:41:21 main:574] : INFO : Epoch 2029 | loss: 0.0311967 | val_loss: 0.0312055 | Time: 4093.52 ms [2022-04-10 17:41:25 main:574] : INFO : Epoch 2030 | loss: 0.031196 | val_loss: 0.0312058 | Time: 4062.06 ms [2022-04-10 17:41:29 main:574] : INFO : Epoch 2031 | loss: 0.031197 | val_loss: 0.0312053 | Time: 4044.15 ms [2022-04-10 17:41:33 main:574] : INFO : Epoch 2032 | loss: 0.0311964 | val_loss: 0.0312065 | Time: 4020.58 ms [2022-04-10 17:41:38 main:574] : INFO : Epoch 2033 | loss: 0.0311962 | val_loss: 0.031209 | Time: 4091.82 ms [2022-04-10 17:41:42 main:574] : INFO : Epoch 2034 | loss: 0.0311963 | val_loss: 0.0312073 | Time: 4034.07 ms [2022-04-10 17:41:46 main:574] : INFO : Epoch 2035 | loss: 0.0311961 | val_loss: 0.0312072 | Time: 4059.21 ms [2022-04-10 17:41:50 main:574] : INFO : Epoch 2036 | loss: 0.0311979 | val_loss: 0.0312072 | Time: 4068.18 ms [2022-04-10 17:41:54 main:574] : INFO : Epoch 2037 | loss: 0.0311968 | val_loss: 0.0312054 | Time: 4215.94 ms [2022-04-10 17:41:58 main:574] : INFO : Epoch 2038 | loss: 0.031194 | val_loss: 0.0312043 | Time: 4094.99 ms [2022-04-10 17:42:02 main:574] : INFO : Epoch 2039 | loss: 0.0311944 | val_loss: 0.0312057 | Time: 4063.67 ms [2022-04-10 17:42:06 main:574] : INFO : Epoch 2040 | loss: 0.0311935 | val_loss: 0.0312035 | Time: 4076.16 ms [2022-04-10 17:42:10 main:574] : INFO : Epoch 2041 | loss: 0.0311938 | val_loss: 0.0312029 | Time: 4110.71 ms [2022-04-10 17:42:14 main:574] : INFO : Epoch 2042 | loss: 0.0311934 | val_loss: 0.0312025 | Time: 4054.4 ms [2022-04-10 17:42:18 main:574] : INFO : Epoch 2043 | loss: 0.0311943 | val_loss: 0.0312052 | Time: 4070.61 ms [2022-04-10 17:42:22 main:574] : INFO : Epoch 2044 | loss: 0.0311947 | val_loss: 0.0312043 | Time: 4048.37 ms [2022-04-10 17:42:27 main:574] : INFO : Epoch 2045 | loss: 0.0311938 | val_loss: 0.0312018 | Time: 4078.77 ms [2022-04-10 17:42:31 main:574] : INFO : Epoch 2046 | loss: 0.0311953 | val_loss: 0.0312054 | Time: 4091.12 ms [2022-04-10 17:42:35 main:574] : INFO : Epoch 2047 | loss: 0.0311968 | val_loss: 0.0312043 | Time: 4059.67 ms [2022-04-10 17:42:39 main:574] : INFO : Epoch 2048 | loss: 0.0311944 | val_loss: 0.0312036 | Time: 4058.85 ms [2022-04-10 17:42:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312036 [2022-04-10 17:42:39 main:603] : INFO : Saving end state to config to file [2022-04-10 17:42:39 main:608] : INFO : Success, exiting.. 17:42:39 (65856): 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)