Task 14130296
| Name | ParityModified-1647049185-26119-2-0_0 |
| Workunit | 11195842 |
| Created | 31 Mar 2022, 8:14:50 UTC |
| Sent | 5 Apr 2022, 11:03:28 UTC |
| Report deadline | 13 Apr 2022, 11:03:28 UTC |
| Received | 11 Apr 2022, 2:21:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 24 min 49 sec |
| CPU time | 2 hours 23 min 14 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> 74] : INFO : Epoch 1542 | loss: 0.0311724 | val_loss: 0.0311828 | Time: 4566.91 ms [2022-04-11 03:45:28 main:574] : INFO : Epoch 1543 | loss: 0.0311719 | val_loss: 0.0311817 | Time: 4612 ms [2022-04-11 03:45:33 main:574] : INFO : Epoch 1544 | loss: 0.031171 | val_loss: 0.0311796 | Time: 4555.64 ms [2022-04-11 03:45:37 main:574] : INFO : Epoch 1545 | loss: 0.0311715 | val_loss: 0.0311834 | Time: 4579.84 ms [2022-04-11 03:45:42 main:574] : INFO : Epoch 1546 | loss: 0.0311709 | val_loss: 0.0311808 | Time: 4524.32 ms [2022-04-11 03:45:46 main:574] : INFO : Epoch 1547 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 4557.23 ms [2022-04-11 03:45:51 main:574] : INFO : Epoch 1548 | loss: 0.0311695 | val_loss: 0.0311799 | Time: 4585.4 ms [2022-04-11 03:45:56 main:574] : INFO : Epoch 1549 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 4550.24 ms [2022-04-11 03:46:00 main:574] : INFO : Epoch 1550 | loss: 0.0311695 | val_loss: 0.0311805 | Time: 4592.56 ms [2022-04-11 03:46:05 main:574] : INFO : Epoch 1551 | loss: 0.0311692 | val_loss: 0.0311784 | Time: 4559.87 ms [2022-04-11 03:46:09 main:574] : INFO : Epoch 1552 | loss: 0.0311688 | val_loss: 0.031181 | Time: 4505.36 ms [2022-04-11 03:46:14 main:574] : INFO : Epoch 1553 | loss: 0.0311685 | val_loss: 0.0311792 | Time: 4501.9 ms [2022-04-11 03:46:18 main:574] : INFO : Epoch 1554 | loss: 0.0311685 | val_loss: 0.0311819 | Time: 4542.34 ms [2022-04-11 03:46:23 main:574] : INFO : Epoch 1555 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 4488.97 ms [2022-04-11 03:46:27 main:574] : INFO : Epoch 1556 | loss: 0.0311697 | val_loss: 0.0311834 | Time: 4228.72 ms [2022-04-11 03:46:31 main:574] : INFO : Epoch 1557 | loss: 0.0311692 | val_loss: 0.0311768 | Time: 4238.55 ms [2022-04-11 03:46:35 main:574] : INFO : Epoch 1558 | loss: 0.031167 | val_loss: 0.0311792 | Time: 4228.29 ms [2022-04-11 03:46:40 main:574] : INFO : Epoch 1559 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 4269.21 ms [2022-04-11 03:46:44 main:574] : INFO : Epoch 1560 | loss: 0.0311684 | val_loss: 0.0311798 | Time: 4239.53 ms [2022-04-11 03:46:48 main:574] : INFO : Epoch 1561 | loss: 0.0311691 | val_loss: 0.0311791 | Time: 4297.4 ms [2022-04-11 03:46:53 main:574] : INFO : Epoch 1562 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 4260.44 ms [2022-04-11 03:46:57 main:574] : INFO : Epoch 1563 | loss: 0.0311675 | val_loss: 0.031178 | Time: 4289.22 ms [2022-04-11 03:47:01 main:574] : INFO : Epoch 1564 | loss: 0.0311664 | val_loss: 0.0311779 | Time: 4300.77 ms [2022-04-11 03:47:05 main:574] : INFO : Epoch 1565 | loss: 0.031168 | val_loss: 0.031185 | Time: 4208.86 ms [2022-04-11 03:47:10 main:574] : INFO : Epoch 1566 | loss: 0.0311679 | val_loss: 0.0311788 | Time: 4275.99 ms [2022-04-11 03:47:14 main:574] : INFO : Epoch 1567 | loss: 0.0311671 | val_loss: 0.0311779 | Time: 4286.29 ms [2022-04-11 03:47:18 main:574] : INFO : Epoch 1568 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 4293.71 ms [2022-04-11 03:47:23 main:574] : INFO : Epoch 1569 | loss: 0.0311661 | val_loss: 0.0311789 | Time: 4273.57 ms [2022-04-11 03:47:27 main:574] : INFO : Epoch 1570 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 4263.38 ms [2022-04-11 03:47:31 main:574] : INFO : Epoch 1571 | loss: 0.0311648 | val_loss: 0.0311779 | Time: 4290.98 ms [2022-04-11 03:47:35 main:574] : INFO : Epoch 1572 | loss: 0.0311653 | val_loss: 0.0311776 | Time: 4277.6 ms [2022-04-11 03:47:40 main:574] : INFO : Epoch 1573 | loss: 0.0311658 | val_loss: 0.0311789 | Time: 4266.96 ms [2022-04-11 03:47:44 main:574] : INFO : Epoch 1574 | loss: 0.0311686 | val_loss: 0.0311837 | Time: 4263.85 ms [2022-04-11 03:47:48 main:574] : INFO : Epoch 1575 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 4303.78 ms [2022-04-11 03:47:52 main:574] : INFO : Epoch 1576 | loss: 0.0311918 | val_loss: 0.0312799 | Time: 4273.12 ms [2022-04-11 03:47:57 main:574] : INFO : Epoch 1577 | loss: 0.0312003 | val_loss: 0.0311807 | Time: 4267.78 ms [2022-04-11 03:48:01 main:574] : INFO : Epoch 1578 | loss: 0.0311813 | val_loss: 0.0311829 | Time: 4298.88 ms [2022-04-11 03:48:05 main:574] : INFO : Epoch 1579 | loss: 0.0311691 | val_loss: 0.0311778 | Time: 4233.9 ms [2022-04-11 03:48:10 main:574] : INFO : Epoch 1580 | loss: 0.0311664 | val_loss: 0.0311813 | Time: 4283.97 ms [2022-04-11 03:48:14 main:574] : INFO : Epoch 1581 | loss: 0.0311672 | val_loss: 0.0311793 | Time: 4257.81 ms [2022-04-11 03:48:18 main:574] : INFO : Epoch 1582 | loss: 0.0311655 | val_loss: 0.0311775 | Time: 4223.93 ms [2022-04-11 03:48:22 main:574] : INFO : Epoch 1583 | loss: 0.0311664 | val_loss: 0.0311788 | Time: 4267.89 ms [2022-04-11 03:48:27 main:574] : INFO : Epoch 1584 | loss: 0.0311654 | val_loss: 0.0311783 | Time: 4322.03 ms [2022-04-11 03:48:31 main:574] : INFO : Epoch 1585 | loss: 0.031166 | val_loss: 0.0311774 | Time: 4291.79 ms [2022-04-11 03:48:35 main:574] : INFO : Epoch 1586 | loss: 0.031165 | val_loss: 0.031179 | Time: 4285.82 ms [2022-04-11 03:48:40 main:574] : INFO : Epoch 1587 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 4324.43 ms [2022-04-11 03:48:44 main:574] : INFO : Epoch 1588 | loss: 0.0311651 | val_loss: 0.0311821 | Time: 4231.15 ms [2022-04-11 03:48:48 main:574] : INFO : Epoch 1589 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 4295.09 ms [2022-04-11 03:48:52 main:574] : INFO : Epoch 1590 | loss: 0.0311648 | val_loss: 0.0311787 | Time: 4315.13 ms [2022-04-11 03:48:57 main:574] : INFO : Epoch 1591 | loss: 0.0311647 | val_loss: 0.0311785 | Time: 4213.96 ms [2022-04-11 03:49:01 main:574] : INFO : Epoch 1592 | loss: 0.0311641 | val_loss: 0.0311765 | Time: 4208.32 ms [2022-04-11 03:49:05 main:574] : INFO : Epoch 1593 | loss: 0.0311644 | val_loss: 0.0311776 | Time: 4254.31 ms [2022-04-11 03:49:09 main:574] : INFO : Epoch 1594 | loss: 0.031164 | val_loss: 0.0311791 | Time: 4289.08 ms [2022-04-11 03:49:14 main:574] : INFO : Epoch 1595 | loss: 0.0311647 | val_loss: 0.031178 | Time: 4253.62 ms [2022-04-11 03:49:18 main:574] : INFO : Epoch 1596 | loss: 0.0311666 | val_loss: 0.0311785 | Time: 4317.9 ms [2022-04-11 03:49:22 main:574] : INFO : Epoch 1597 | loss: 0.0311659 | val_loss: 0.0311794 | Time: 4272.86 ms [2022-04-11 03:49:26 main:574] : INFO : Epoch 1598 | loss: 0.0311683 | val_loss: 0.0311774 | Time: 4211.46 ms [2022-04-11 03:49:31 main:574] : INFO : Epoch 1599 | loss: 0.0311689 | val_loss: 0.0311789 | Time: 4257.77 ms [2022-04-11 03:49:35 main:574] : INFO : Epoch 1600 | loss: 0.031169 | val_loss: 0.0311787 | Time: 4305.3 ms [2022-04-11 03:49:39 main:574] : INFO : Epoch 1601 | loss: 0.0311697 | val_loss: 0.0311836 | Time: 4281.23 ms [2022-04-11 03:49:44 main:574] : INFO : Epoch 1602 | loss: 0.0311699 | val_loss: 0.0311786 | Time: 4304.16 ms [2022-04-11 03:49:48 main:574] : INFO : Epoch 1603 | loss: 0.0311711 | val_loss: 0.0311766 | Time: 4280.22 ms [2022-04-11 03:49:52 main:574] : INFO : Epoch 1604 | loss: 0.0311726 | val_loss: 0.0311803 | Time: 4313.32 ms [2022-04-11 03:49:57 main:574] : INFO : Epoch 1605 | loss: 0.0311712 | val_loss: 0.0311779 | Time: 4244.9 ms [2022-04-11 03:50:01 main:574] : INFO : Epoch 1606 | loss: 0.0311691 | val_loss: 0.0311772 | Time: 4305.52 ms [2022-04-11 03:50:05 main:574] : INFO : Epoch 1607 | loss: 0.0311685 | val_loss: 0.0311788 | Time: 4274.13 ms [2022-04-11 03:50:09 main:574] : INFO : Epoch 1608 | loss: 0.0311672 | val_loss: 0.0311772 | Time: 4214.03 ms [2022-04-11 03:50:14 main:574] : INFO : Epoch 1609 | loss: 0.0311666 | val_loss: 0.0311775 | Time: 4320.77 ms [2022-04-11 03:50:18 main:574] : INFO : Epoch 1610 | loss: 0.0311663 | val_loss: 0.0311771 | Time: 4284.5 ms [2022-04-11 03:50:22 main:574] : INFO : Epoch 1611 | loss: 0.0311651 | val_loss: 0.0311764 | Time: 4253.2 ms [2022-04-11 03:50:27 main:574] : INFO : Epoch 1612 | loss: 0.0311658 | val_loss: 0.0311768 | Time: 4324.89 ms [2022-04-11 03:50:31 main:574] : INFO : Epoch 1613 | loss: 0.0311703 | val_loss: 0.031183 | Time: 4273.57 ms [2022-04-11 03:50:35 main:574] : INFO : Epoch 1614 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 4281.3 ms [2022-04-11 03:50:39 main:574] : INFO : Epoch 1615 | loss: 0.031177 | val_loss: 0.0311809 | Time: 4293.47 ms [2022-04-11 03:50:44 main:574] : INFO : Epoch 1616 | loss: 0.0311768 | val_loss: 0.0311812 | Time: 4292.55 ms [2022-04-11 03:50:48 main:574] : INFO : Epoch 1617 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 4268.09 ms [2022-04-11 03:50:52 main:574] : INFO : Epoch 1618 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 4264.82 ms [2022-04-11 03:50:57 main:574] : INFO : Epoch 1619 | loss: 0.0311723 | val_loss: 0.0311838 | Time: 4289.2 ms [2022-04-11 03:51:01 main:574] : INFO : Epoch 1620 | loss: 0.031173 | val_loss: 0.0311836 | Time: 4262.66 ms [2022-04-11 03:51:05 main:574] : INFO : Epoch 1621 | loss: 0.0311719 | val_loss: 0.0311805 | Time: 4280.75 ms [2022-04-11 03:51:09 main:574] : INFO : Epoch 1622 | loss: 0.0311711 | val_loss: 0.0311817 | Time: 4323.6 ms [2022-04-11 03:51:14 main:574] : INFO : Epoch 1623 | loss: 0.0311703 | val_loss: 0.031181 | Time: 4267.62 ms [2022-04-11 03:51:18 main:574] : INFO : Epoch 1624 | loss: 0.0311696 | val_loss: 0.0311824 | Time: 4283.64 ms [2022-04-11 03:51:22 main:574] : INFO : Epoch 1625 | loss: 0.0311741 | val_loss: 0.0311825 | Time: 4301.99 ms [2022-04-11 03:51:27 main:574] : INFO : Epoch 1626 | loss: 0.0311732 | val_loss: 0.0311794 | Time: 4273.27 ms [2022-04-11 03:51:31 main:574] : INFO : Epoch 1627 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 4293.6 ms [2022-04-11 03:51:35 main:574] : INFO : Epoch 1628 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 4259.93 ms [2022-04-11 03:51:39 main:574] : INFO : Epoch 1629 | loss: 0.0311701 | val_loss: 0.0311814 | Time: 4279.56 ms [2022-04-11 03:51:44 main:574] : INFO : Epoch 1630 | loss: 0.0311695 | val_loss: 0.0311796 | Time: 4283.16 ms [2022-04-11 03:51:48 main:574] : INFO : Epoch 1631 | loss: 0.0311695 | val_loss: 0.0311765 | Time: 4266.81 ms [2022-04-11 03:51:52 main:574] : INFO : Epoch 1632 | loss: 0.0311689 | val_loss: 0.0311784 | Time: 4322.48 ms [2022-04-11 03:51:57 main:574] : INFO : Epoch 1633 | loss: 0.0311673 | val_loss: 0.0311789 | Time: 4263.59 ms [2022-04-11 03:52:01 main:574] : INFO : Epoch 1634 | loss: 0.0311687 | val_loss: 0.031178 | Time: 4305.62 ms [2022-04-11 03:52:05 main:574] : INFO : Epoch 1635 | loss: 0.0311678 | val_loss: 0.0311783 | Time: 4252.03 ms [2022-04-11 03:52:09 main:574] : INFO : Epoch 1636 | loss: 0.031167 | val_loss: 0.0311807 | Time: 4219.55 ms [2022-04-11 03:52:14 main:574] : INFO : Epoch 1637 | loss: 0.0311676 | val_loss: 0.0311777 | Time: 4309.25 ms [2022-04-11 03:52:18 main:574] : INFO : Epoch 1638 | loss: 0.031166 | val_loss: 0.0311791 | Time: 4321.81 ms [2022-04-11 03:52:22 main:574] : INFO : Epoch 1639 | loss: 0.0311668 | val_loss: 0.0311817 | Time: 4246.01 ms [2022-04-11 03:52:26 main:574] : INFO : Epoch 1640 | loss: 0.0311669 | val_loss: 0.0311777 | Time: 4267.89 ms [2022-04-11 03:52:31 main:574] : INFO : Epoch 1641 | loss: 0.0311685 | val_loss: 0.0311844 | Time: 4254.13 ms [2022-04-11 03:52:35 main:574] : INFO : Epoch 1642 | loss: 0.0311687 | val_loss: 0.0311794 | Time: 4257.96 ms [2022-04-11 03:52:39 main:574] : INFO : Epoch 1643 | loss: 0.0311676 | val_loss: 0.0311817 | Time: 4275.41 ms [2022-04-11 03:52:44 main:574] : INFO : Epoch 1644 | loss: 0.0311649 | val_loss: 0.0311791 | Time: 4281.24 ms [2022-04-11 03:52:48 main:574] : INFO : Epoch 1645 | loss: 0.0311642 | val_loss: 0.0311785 | Time: 4274.15 ms [2022-04-11 03:52:52 main:574] : INFO : Epoch 1646 | loss: 0.0311642 | val_loss: 0.0311797 | Time: 4291.56 ms [2022-04-11 03:52:56 main:574] : INFO : Epoch 1647 | loss: 0.0311647 | val_loss: 0.031179 | Time: 4253.7 ms [2022-04-11 03:53:01 main:574] : INFO : Epoch 1648 | loss: 0.0311638 | val_loss: 0.0311791 | Time: 4303.42 ms [2022-04-11 03:53:05 main:574] : INFO : Epoch 1649 | loss: 0.0311641 | val_loss: 0.031179 | Time: 4287.73 ms [2022-04-11 03:53:09 main:574] : INFO : Epoch 1650 | loss: 0.0311647 | val_loss: 0.0311809 | Time: 4305.54 ms [2022-04-11 03:53:14 main:574] : INFO : Epoch 1651 | loss: 0.0311639 | val_loss: 0.0311791 | Time: 4306.55 ms [2022-04-11 03:53:18 main:574] : INFO : Epoch 1652 | loss: 0.0311632 | val_loss: 0.0311792 | Time: 4273.24 ms [2022-04-11 03:53:22 main:574] : INFO : Epoch 1653 | loss: 0.0311629 | val_loss: 0.0311792 | Time: 4283.56 ms [2022-04-11 03:53:26 main:574] : INFO : Epoch 1654 | loss: 0.0311639 | val_loss: 0.0311786 | Time: 4235.37 ms [2022-04-11 03:53:31 main:574] : INFO : Epoch 1655 | loss: 0.0311624 | val_loss: 0.031181 | Time: 4245.42 ms [2022-04-11 03:53:35 main:574] : INFO : Epoch 1656 | loss: 0.0311633 | val_loss: 0.0311804 | Time: 4223.71 ms [2022-04-11 03:53:39 main:574] : INFO : Epoch 1657 | loss: 0.0311625 | val_loss: 0.0311789 | Time: 4267.8 ms [2022-04-11 03:53:43 main:574] : INFO : Epoch 1658 | loss: 0.0311622 | val_loss: 0.0311793 | Time: 4282.41 ms [2022-04-11 03:53:48 main:574] : INFO : Epoch 1659 | loss: 0.031162 | val_loss: 0.0311783 | Time: 4279.75 ms [2022-04-11 03:53:52 main:574] : INFO : Epoch 1660 | loss: 0.0311617 | val_loss: 0.0311804 | Time: 4276.78 ms [2022-04-11 03:53:56 main:574] : INFO : Epoch 1661 | loss: 0.0311631 | val_loss: 0.0311812 | Time: 4288.06 ms [2022-04-11 03:54:01 main:574] : INFO : Epoch 1662 | loss: 0.031162 | val_loss: 0.0311794 | Time: 4301.35 ms [2022-04-11 03:54:05 main:574] : INFO : Epoch 1663 | loss: 0.0311625 | val_loss: 0.0311791 | Time: 4270.71 ms [2022-04-11 03:54:09 main:574] : INFO : Epoch 1664 | loss: 0.0311622 | val_loss: 0.0311791 | Time: 4306.86 ms [2022-04-11 03:54:14 main:574] : INFO : Epoch 1665 | loss: 0.0311623 | val_loss: 0.0311807 | Time: 4288.77 ms [2022-04-11 03:54:18 main:574] : INFO : Epoch 1666 | loss: 0.0311617 | val_loss: 0.0311796 | Time: 4253.09 ms [2022-04-11 03:54:22 main:574] : INFO : Epoch 1667 | loss: 0.0311617 | val_loss: 0.0311799 | Time: 4274.24 ms [2022-04-11 03:54:26 main:574] : INFO : Epoch 1668 | loss: 0.0311633 | val_loss: 0.0311781 | Time: 4257.44 ms [2022-04-11 03:54:31 main:574] : INFO : Epoch 1669 | loss: 0.0311643 | val_loss: 0.0311787 | Time: 4243.48 ms [2022-04-11 03:54:35 main:574] : INFO : Epoch 1670 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 4282.63 ms [2022-04-11 03:54:39 main:574] : INFO : Epoch 1671 | loss: 0.031165 | val_loss: 0.0311824 | Time: 4330.55 ms [2022-04-11 03:54:43 main:574] : INFO : Epoch 1672 | loss: 0.0311637 | val_loss: 0.0311772 | Time: 4266.29 ms [2022-04-11 03:54:48 main:574] : INFO : Epoch 1673 | loss: 0.0311642 | val_loss: 0.0311786 | Time: 4282.07 ms [2022-04-11 03:54:52 main:574] : INFO : Epoch 1674 | loss: 0.0311646 | val_loss: 0.0311804 | Time: 4308.94 ms [2022-04-11 03:54:56 main:574] : INFO : Epoch 1675 | loss: 0.0311667 | val_loss: 0.0311914 | Time: 4259.46 ms [2022-04-11 03:55:01 main:574] : INFO : Epoch 1676 | loss: 0.031166 | val_loss: 0.0311845 | Time: 4302.03 ms [2022-04-11 03:55:05 main:574] : INFO : Epoch 1677 | loss: 0.0311635 | val_loss: 0.0311804 | Time: 4309.57 ms [2022-04-11 03:55:09 main:574] : INFO : Epoch 1678 | loss: 0.0311628 | val_loss: 0.0311855 | Time: 4266.39 ms [2022-04-11 03:55:13 main:574] : INFO : Epoch 1679 | loss: 0.0311675 | val_loss: 0.0311861 | Time: 4283.3 ms [2022-04-11 03:55:18 main:574] : INFO : Epoch 1680 | loss: 0.0311749 | val_loss: 0.0311839 | Time: 4472.77 ms [2022-04-11 03:55:22 main:574] : INFO : Epoch 1681 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 4239.76 ms [2022-04-11 03:55:26 main:574] : INFO : Epoch 1682 | loss: 0.0311711 | val_loss: 0.0311807 | Time: 4234.59 ms [2022-04-11 03:55:31 main:574] : INFO : Epoch 1683 | loss: 0.0311694 | val_loss: 0.0311801 | Time: 4273.06 ms [2022-04-11 03:55:35 main:574] : INFO : Epoch 1684 | loss: 0.0311679 | val_loss: 0.0311775 | Time: 4289.45 ms [2022-04-11 03:55:39 main:574] : INFO : Epoch 1685 | loss: 0.0311684 | val_loss: 0.0311789 | Time: 4281.33 ms [2022-04-11 03:55:44 main:574] : INFO : Epoch 1686 | loss: 0.0311673 | val_loss: 0.0311802 | Time: 4258.06 ms [2022-04-11 03:55:48 main:574] : INFO : Epoch 1687 | loss: 0.0311663 | val_loss: 0.0311801 | Time: 4319.5 ms [2022-04-11 03:55:52 main:574] : INFO : Epoch 1688 | loss: 0.0311663 | val_loss: 0.031181 | Time: 4299.25 ms [2022-04-11 03:55:57 main:574] : INFO : Epoch 1689 | loss: 0.0311697 | val_loss: 0.0311813 | Time: 4317.14 ms [2022-04-11 03:56:01 main:574] : INFO : Epoch 1690 | loss: 0.0311661 | val_loss: 0.0311797 | Time: 4255.62 ms [2022-04-11 03:56:05 main:574] : INFO : Epoch 1691 | loss: 0.0311659 | val_loss: 0.0311807 | Time: 4233.96 ms [2022-04-11 03:56:09 main:574] : INFO : Epoch 1692 | loss: 0.0311662 | val_loss: 0.0311799 | Time: 4264.89 ms [2022-04-11 03:56:14 main:574] : INFO : Epoch 1693 | loss: 0.0311652 | val_loss: 0.0311773 | Time: 4299.59 ms [2022-04-11 03:56:18 main:574] : INFO : Epoch 1694 | loss: 0.0311671 | val_loss: 0.0311805 | Time: 4244.28 ms [2022-04-11 03:56:22 main:574] : INFO : Epoch 1695 | loss: 0.0311662 | val_loss: 0.0311799 | Time: 4264.9 ms [2022-04-11 03:56:26 main:574] : INFO : Epoch 1696 | loss: 0.0311657 | val_loss: 0.0311801 | Time: 4286.74 ms [2022-04-11 03:56:31 main:574] : INFO : Epoch 1697 | loss: 0.0311641 | val_loss: 0.0311786 | Time: 4341.26 ms [2022-04-11 03:56:35 main:574] : INFO : Epoch 1698 | loss: 0.0311656 | val_loss: 0.0311864 | Time: 4260.59 ms [2022-04-11 03:56:39 main:574] : INFO : Epoch 1699 | loss: 0.0311657 | val_loss: 0.0311835 | Time: 4243.11 ms [2022-04-11 03:56:44 main:574] : INFO : Epoch 1700 | loss: 0.0311648 | val_loss: 0.0311818 | Time: 4294.07 ms [2022-04-11 03:56:48 main:574] : INFO : Epoch 1701 | loss: 0.0311676 | val_loss: 0.0311801 | Time: 4181.84 ms [2022-04-11 03:56:52 main:574] : INFO : Epoch 1702 | loss: 0.0311679 | val_loss: 0.0311825 | Time: 4269.1 ms [2022-04-11 03:56:56 main:574] : INFO : Epoch 1703 | loss: 0.0311667 | val_loss: 0.0311792 | Time: 4252.83 ms [2022-04-11 03:57:01 main:574] : INFO : Epoch 1704 | loss: 0.0311655 | val_loss: 0.0311772 | Time: 4302.79 ms [2022-04-11 03:57:05 main:574] : INFO : Epoch 1705 | loss: 0.0311679 | val_loss: 0.0311842 | Time: 4263.87 ms [2022-04-11 03:57:09 main:574] : INFO : Epoch 1706 | loss: 0.031169 | val_loss: 0.0311799 | Time: 4297.79 ms [2022-04-11 03:57:13 main:574] : INFO : Epoch 1707 | loss: 0.0311655 | val_loss: 0.0311781 | Time: 4281.8 ms [2022-04-11 03:57:18 main:574] : INFO : Epoch 1708 | loss: 0.0311642 | val_loss: 0.031179 | Time: 4266.09 ms [2022-04-11 03:57:22 main:574] : INFO : Epoch 1709 | loss: 0.0311633 | val_loss: 0.0311815 | Time: 4276.66 ms [2022-04-11 03:57:26 main:574] : INFO : Epoch 1710 | loss: 0.0311706 | val_loss: 0.0311846 | Time: 4312.01 ms [2022-04-11 03:57:31 main:574] : INFO : Epoch 1711 | loss: 0.0311781 | val_loss: 0.0312074 | Time: 4325.23 ms [2022-04-11 03:57:35 main:574] : INFO : Epoch 1712 | loss: 0.0311764 | val_loss: 0.0311827 | Time: 4249.01 ms [2022-04-11 03:57:39 main:574] : INFO : Epoch 1713 | loss: 0.0311665 | val_loss: 0.0311811 | Time: 4256.39 ms [2022-04-11 03:57:43 main:574] : INFO : Epoch 1714 | loss: 0.0311649 | val_loss: 0.0311789 | Time: 4289.1 ms [2022-04-11 03:57:48 main:574] : INFO : Epoch 1715 | loss: 0.0311643 | val_loss: 0.0311782 | Time: 4252.48 ms [2022-04-11 03:57:52 main:574] : INFO : Epoch 1716 | loss: 0.0311621 | val_loss: 0.0311774 | Time: 4301.02 ms [2022-04-11 03:57:56 main:574] : INFO : Epoch 1717 | loss: 0.0311622 | val_loss: 0.0311777 | Time: 4284.24 ms [2022-04-11 03:58:01 main:574] : INFO : Epoch 1718 | loss: 0.0311627 | val_loss: 0.0311787 | Time: 4261.17 ms [2022-04-11 03:58:05 main:574] : INFO : Epoch 1719 | loss: 0.0311628 | val_loss: 0.0311756 | Time: 4269.15 ms [2022-04-11 03:58:09 main:574] : INFO : Epoch 1720 | loss: 0.0311625 | val_loss: 0.0311768 | Time: 4295.39 ms [2022-04-11 03:58:13 main:574] : INFO : Epoch 1721 | loss: 0.0311614 | val_loss: 0.0311757 | Time: 4312.39 ms [2022-04-11 03:58:18 main:574] : INFO : Epoch 1722 | loss: 0.0311603 | val_loss: 0.031176 | Time: 4274.9 ms [2022-04-11 03:58:22 main:574] : INFO : Epoch 1723 | loss: 0.0311607 | val_loss: 0.0311763 | Time: 4217.88 ms [2022-04-11 03:58:26 main:574] : INFO : Epoch 1724 | loss: 0.0311607 | val_loss: 0.0311796 | Time: 4280.03 ms [2022-04-11 03:58:31 main:574] : INFO : Epoch 1725 | loss: 0.0311611 | val_loss: 0.0311792 | Time: 4290.37 ms [2022-04-11 03:58:35 main:574] : INFO : Epoch 1726 | loss: 0.0311624 | val_loss: 0.031181 | Time: 4249.58 ms [2022-04-11 03:58:39 main:574] : INFO : Epoch 1727 | loss: 0.0311611 | val_loss: 0.0311785 | Time: 4258.51 ms [2022-04-11 03:58:43 main:574] : INFO : Epoch 1728 | loss: 0.0311606 | val_loss: 0.0311765 | Time: 4274.87 ms [2022-04-11 03:58:48 main:574] : INFO : Epoch 1729 | loss: 0.0311598 | val_loss: 0.0311783 | Time: 4275.55 ms [2022-04-11 03:58:52 main:574] : INFO : Epoch 1730 | loss: 0.0311608 | val_loss: 0.0311793 | Time: 4242.02 ms [2022-04-11 03:58:56 main:574] : INFO : Epoch 1731 | loss: 0.0311612 | val_loss: 0.0311816 | Time: 4244.57 ms [2022-04-11 03:59:00 main:574] : INFO : Epoch 1732 | loss: 0.031166 | val_loss: 0.0311837 | Time: 4300.3 ms [2022-04-11 03:59:05 main:574] : INFO : Epoch 1733 | loss: 0.0311649 | val_loss: 0.0311814 | Time: 4202.81 ms [2022-04-11 03:59:09 main:574] : INFO : Epoch 1734 | loss: 0.0311641 | val_loss: 0.0311807 | Time: 4277.61 ms [2022-04-11 03:59:13 main:574] : INFO : Epoch 1735 | loss: 0.0311632 | val_loss: 0.0311816 | Time: 4252.16 ms [2022-04-11 03:59:17 main:574] : INFO : Epoch 1736 | loss: 0.031162 | val_loss: 0.03118 | Time: 4285.74 ms [2022-04-11 03:59:22 main:574] : INFO : Epoch 1737 | loss: 0.0311624 | val_loss: 0.03118 | Time: 4288.8 ms [2022-04-11 03:59:26 main:574] : INFO : Epoch 1738 | loss: 0.0311617 | val_loss: 0.0311795 | Time: 4246.84 ms [2022-04-11 03:59:30 main:574] : INFO : Epoch 1739 | loss: 0.0311618 | val_loss: 0.0311798 | Time: 4288.3 ms [2022-04-11 03:59:35 main:574] : INFO : Epoch 1740 | loss: 0.0311614 | val_loss: 0.0311795 | Time: 4280.46 ms [2022-04-11 03:59:39 main:574] : INFO : Epoch 1741 | loss: 0.0311614 | val_loss: 0.03118 | Time: 4287.87 ms [2022-04-11 03:59:43 main:574] : INFO : Epoch 1742 | loss: 0.0311616 | val_loss: 0.0311833 | Time: 4225.38 ms [2022-04-11 03:59:47 main:574] : INFO : Epoch 1743 | loss: 0.0311613 | val_loss: 0.0311811 | Time: 4243.7 ms [2022-04-11 03:59:52 main:574] : INFO : Epoch 1744 | loss: 0.0311634 | val_loss: 0.0311805 | Time: 4265.71 ms [2022-04-11 03:59:56 main:574] : INFO : Epoch 1745 | loss: 0.0311626 | val_loss: 0.0311813 | Time: 4277.5 ms [2022-04-11 04:00:00 main:574] : INFO : Epoch 1746 | loss: 0.0311612 | val_loss: 0.0311798 | Time: 4312.43 ms [2022-04-11 04:00:04 main:574] : INFO : Epoch 1747 | loss: 0.0311611 | val_loss: 0.0311804 | Time: 4287.2 ms [2022-04-11 04:00:09 main:574] : INFO : Epoch 1748 | loss: 0.0311603 | val_loss: 0.0311807 | Time: 4266.91 ms [2022-04-11 04:00:13 main:574] : INFO : Epoch 1749 | loss: 0.0311614 | val_loss: 0.0311822 | Time: 4255 ms [2022-04-11 04:00:17 main:574] : INFO : Epoch 1750 | loss: 0.0311626 | val_loss: 0.0311792 | Time: 4251.17 ms [2022-04-11 04:00:22 main:574] : INFO : Epoch 1751 | loss: 0.0311601 | val_loss: 0.0311783 | Time: 4280.16 ms [2022-04-11 04:00:26 main:574] : INFO : Epoch 1752 | loss: 0.0311588 | val_loss: 0.0311791 | Time: 4267.31 ms [2022-04-11 04:00:30 main:574] : INFO : Epoch 1753 | loss: 0.0311606 | val_loss: 0.0311805 | Time: 4277.75 ms [2022-04-11 04:00:34 main:574] : INFO : Epoch 1754 | loss: 0.0311596 | val_loss: 0.031181 | Time: 4293.35 ms [2022-04-11 04:00:39 main:574] : INFO : Epoch 1755 | loss: 0.0311595 | val_loss: 0.0311803 | Time: 4303.72 ms [2022-04-11 04:00:43 main:574] : INFO : Epoch 1756 | loss: 0.0311612 | val_loss: 0.0311806 | Time: 4258.57 ms [2022-04-11 04:00:47 main:574] : INFO : Epoch 1757 | loss: 0.0311611 | val_loss: 0.031181 | Time: 4249.92 ms [2022-04-11 04:00:51 main:574] : INFO : Epoch 1758 | loss: 0.0311596 | val_loss: 0.031179 | Time: 4267.35 ms [2022-04-11 04:00:56 main:574] : INFO : Epoch 1759 | loss: 0.031159 | val_loss: 0.0311776 | Time: 4284.45 ms [2022-04-11 04:01:00 main:574] : INFO : Epoch 1760 | loss: 0.0311615 | val_loss: 0.0311771 | Time: 4299.2 ms [2022-04-11 04:01:04 main:574] : INFO : Epoch 1761 | loss: 0.0311606 | val_loss: 0.0311776 | Time: 4244.31 ms [2022-04-11 04:01:09 main:574] : INFO : Epoch 1762 | loss: 0.0311609 | val_loss: 0.0311774 | Time: 4308.82 ms [2022-04-11 04:01:13 main:574] : INFO : Epoch 1763 | loss: 0.031184 | val_loss: 0.0311999 | Time: 4286.63 ms [2022-04-11 04:01:17 main:574] : INFO : Epoch 1764 | loss: 0.0311975 | val_loss: 0.0311977 | Time: 4259.29 ms [2022-04-11 04:01:21 main:574] : INFO : Epoch 1765 | loss: 0.0311954 | val_loss: 0.0311986 | Time: 4286.95 ms [2022-04-11 04:01:26 main:574] : INFO : Epoch 1766 | loss: 0.0311901 | val_loss: 0.0311964 | Time: 4296.46 ms [2022-04-11 04:01:30 main:574] : INFO : Epoch 1767 | loss: 0.0311893 | val_loss: 0.0311965 | Time: 4271.06 ms [2022-04-11 04:01:34 main:574] : INFO : Epoch 1768 | loss: 0.0311898 | val_loss: 0.0311998 | Time: 4280.99 ms [2022-04-11 04:01:39 main:574] : INFO : Epoch 1769 | loss: 0.0311881 | val_loss: 0.0311943 | Time: 4307.23 ms [2022-04-11 04:01:43 main:574] : INFO : Epoch 1770 | loss: 0.0311863 | val_loss: 0.0311937 | Time: 4275.96 ms [2022-04-11 04:01:47 main:574] : INFO : Epoch 1771 | loss: 0.0311852 | val_loss: 0.0311929 | Time: 4304.44 ms [2022-04-11 04:01:52 main:574] : INFO : Epoch 1772 | loss: 0.0311842 | val_loss: 0.0311929 | Time: 4268.56 ms [2022-04-11 04:01:56 main:574] : INFO : Epoch 1773 | loss: 0.0311829 | val_loss: 0.0311933 | Time: 4296.23 ms [2022-04-11 04:02:00 main:574] : INFO : Epoch 1774 | loss: 0.0311825 | val_loss: 0.031194 | Time: 4323.73 ms [2022-04-11 04:02:04 main:574] : INFO : Epoch 1775 | loss: 0.0311831 | val_loss: 0.0311952 | Time: 4261.89 ms [2022-04-11 04:02:09 main:574] : INFO : Epoch 1776 | loss: 0.0311828 | val_loss: 0.0311941 | Time: 4324.96 ms [2022-04-11 04:02:13 main:574] : INFO : Epoch 1777 | loss: 0.0311812 | val_loss: 0.0311924 | Time: 4280.26 ms [2022-04-11 04:02:17 main:574] : INFO : Epoch 1778 | loss: 0.0311809 | val_loss: 0.0311919 | Time: 4271.59 ms [2022-04-11 04:02:22 main:574] : INFO : Epoch 1779 | loss: 0.0311801 | val_loss: 0.0311902 | Time: 4260.14 ms [2022-04-11 04:02:26 main:574] : INFO : Epoch 1780 | loss: 0.0311798 | val_loss: 0.0311907 | Time: 4305.16 ms [2022-04-11 04:02:30 main:574] : INFO : Epoch 1781 | loss: 0.0311782 | val_loss: 0.0311886 | Time: 4245.45 ms [2022-04-11 04:02:34 main:574] : INFO : Epoch 1782 | loss: 0.0311787 | val_loss: 0.031191 | Time: 4275.81 ms [2022-04-11 04:02:39 main:574] : INFO : Epoch 1783 | loss: 0.0311787 | val_loss: 0.0311909 | Time: 4274.62 ms [2022-04-11 04:02:43 main:574] : INFO : Epoch 1784 | loss: 0.0311781 | val_loss: 0.0311919 | Time: 4290.41 ms [2022-04-11 04:02:47 main:574] : INFO : Epoch 1785 | loss: 0.0311784 | val_loss: 0.0311882 | Time: 4250.55 ms [2022-04-11 04:02:52 main:574] : INFO : Epoch 1786 | loss: 0.0311776 | val_loss: 0.0311878 | Time: 4291.66 ms [2022-04-11 04:02:56 main:574] : INFO : Epoch 1787 | loss: 0.0311763 | val_loss: 0.0311881 | Time: 4225.64 ms [2022-04-11 04:03:00 main:574] : INFO : Epoch 1788 | loss: 0.031176 | val_loss: 0.031188 | Time: 4276.83 ms [2022-04-11 04:03:04 main:574] : INFO : Epoch 1789 | loss: 0.0311762 | val_loss: 0.0311877 | Time: 4304.05 ms [2022-04-11 04:03:09 main:574] : INFO : Epoch 1790 | loss: 0.0311767 | val_loss: 0.0311867 | Time: 4265.14 ms [2022-04-11 04:03:13 main:574] : INFO : Epoch 1791 | loss: 0.0311755 | val_loss: 0.0311865 | Time: 4244.46 ms [2022-04-11 04:03:17 main:574] : INFO : Epoch 1792 | loss: 0.0311752 | val_loss: 0.0311875 | Time: 4341.71 ms [2022-04-11 04:03:22 main:574] : INFO : Epoch 1793 | loss: 0.0311752 | val_loss: 0.0311867 | Time: 4301.01 ms [2022-04-11 04:03:26 main:574] : INFO : Epoch 1794 | loss: 0.0311745 | val_loss: 0.031186 | Time: 4286.46 ms [2022-04-11 04:03:30 main:574] : INFO : Epoch 1795 | loss: 0.0311744 | val_loss: 0.0311863 | Time: 4258.15 ms [2022-04-11 04:03:34 main:574] : INFO : Epoch 1796 | loss: 0.0311757 | val_loss: 0.031186 | Time: 4268.8 ms [2022-04-11 04:03:39 main:574] : INFO : Epoch 1797 | loss: 0.0311741 | val_loss: 0.0311861 | Time: 4217.41 ms [2022-04-11 04:03:43 main:574] : INFO : Epoch 1798 | loss: 0.0311737 | val_loss: 0.0311849 | Time: 4265.61 ms [2022-04-11 04:03:47 main:574] : INFO : Epoch 1799 | loss: 0.0311739 | val_loss: 0.0311878 | Time: 4317.85 ms [2022-04-11 04:03:51 main:574] : INFO : Epoch 1800 | loss: 0.0311735 | val_loss: 0.031186 | Time: 4247.83 ms [2022-04-11 04:03:56 main:574] : INFO : Epoch 1801 | loss: 0.0311741 | val_loss: 0.0311886 | Time: 4340.28 ms [2022-04-11 04:04:00 main:574] : INFO : Epoch 1802 | loss: 0.0311742 | val_loss: 0.0311876 | Time: 4229.32 ms [2022-04-11 04:04:04 main:574] : INFO : Epoch 1803 | loss: 0.0311745 | val_loss: 0.0311863 | Time: 4278.96 ms [2022-04-11 04:04:09 main:574] : INFO : Epoch 1804 | loss: 0.0311744 | val_loss: 0.0311875 | Time: 4280.02 ms [2022-04-11 04:04:13 main:574] : INFO : Epoch 1805 | loss: 0.0311731 | val_loss: 0.031186 | Time: 4242.33 ms [2022-04-11 04:04:17 main:574] : INFO : Epoch 1806 | loss: 0.0311735 | val_loss: 0.0311892 | Time: 4266.72 ms [2022-04-11 04:04:21 main:574] : INFO : Epoch 1807 | loss: 0.0311727 | val_loss: 0.0311864 | Time: 4264.53 ms [2022-04-11 04:04:26 main:574] : INFO : Epoch 1808 | loss: 0.0311725 | val_loss: 0.0311851 | Time: 4334.68 ms [2022-04-11 04:04:30 main:574] : INFO : Epoch 1809 | loss: 0.0311733 | val_loss: 0.0311859 | Time: 4264.01 ms [2022-04-11 04:04:34 main:574] : INFO : Epoch 1810 | loss: 0.031171 | val_loss: 0.0311844 | Time: 4288.4 ms [2022-04-11 04:04:39 main:574] : INFO : Epoch 1811 | loss: 0.0311718 | val_loss: 0.0311833 | Time: 4288.59 ms [2022-04-11 04:04:43 main:574] : INFO : Epoch 1812 | loss: 0.0311716 | val_loss: 0.0311847 | Time: 4247.53 ms [2022-04-11 04:04:47 main:574] : INFO : Epoch 1813 | loss: 0.031171 | val_loss: 0.0311832 | Time: 4272.09 ms [2022-04-11 04:04:51 main:574] : INFO : Epoch 1814 | loss: 0.0311704 | val_loss: 0.0311836 | Time: 4262.49 ms [2022-04-11 04:04:56 main:574] : INFO : Epoch 1815 | loss: 0.0311713 | val_loss: 0.0311837 | Time: 4259.29 ms [2022-04-11 04:05:00 main:574] : INFO : Epoch 1816 | loss: 0.0311709 | val_loss: 0.0311864 | Time: 4267.85 ms [2022-04-11 04:05:04 main:574] : INFO : Epoch 1817 | loss: 0.0311698 | val_loss: 0.0311869 | Time: 4265.66 ms [2022-04-11 04:05:08 main:574] : INFO : Epoch 1818 | loss: 0.0311702 | val_loss: 0.0311843 | Time: 4262.26 ms [2022-04-11 04:05:13 main:574] : INFO : Epoch 1819 | loss: 0.0311706 | val_loss: 0.0311818 | Time: 4287.63 ms [2022-04-11 04:05:17 main:574] : INFO : Epoch 1820 | loss: 0.0311702 | val_loss: 0.0311839 | Time: 4250.84 ms [2022-04-11 04:05:21 main:574] : INFO : Epoch 1821 | loss: 0.0311706 | val_loss: 0.0311846 | Time: 4308.86 ms [2022-04-11 04:05:26 main:574] : INFO : Epoch 1822 | loss: 0.0311708 | val_loss: 0.0311827 | Time: 4247.81 ms [2022-04-11 04:05:30 main:574] : INFO : Epoch 1823 | loss: 0.0311694 | val_loss: 0.0311833 | Time: 4236.11 ms [2022-04-11 04:05:34 main:574] : INFO : Epoch 1824 | loss: 0.0311691 | val_loss: 0.0311819 | Time: 4239.63 ms [2022-04-11 04:05:38 main:574] : INFO : Epoch 1825 | loss: 0.0311692 | val_loss: 0.0311839 | Time: 4286.77 ms [2022-04-11 04:05:43 main:574] : INFO : Epoch 1826 | loss: 0.0311686 | val_loss: 0.0311824 | Time: 4263.38 ms [2022-04-11 04:05:47 main:574] : INFO : Epoch 1827 | loss: 0.0311683 | val_loss: 0.0311808 | Time: 4262.45 ms [2022-04-11 04:05:51 main:574] : INFO : Epoch 1828 | loss: 0.0311676 | val_loss: 0.0311824 | Time: 4263.35 ms [2022-04-11 04:05:55 main:574] : INFO : Epoch 1829 | loss: 0.0311685 | val_loss: 0.0311818 | Time: 4280.8 ms [2022-04-11 04:06:00 main:574] : INFO : Epoch 1830 | loss: 0.0311694 | val_loss: 0.0311821 | Time: 4278.66 ms [2022-04-11 04:06:04 main:574] : INFO : Epoch 1831 | loss: 0.0311685 | val_loss: 0.031183 | Time: 4296.42 ms [2022-04-11 04:06:08 main:574] : INFO : Epoch 1832 | loss: 0.0311694 | val_loss: 0.0311855 | Time: 4304.91 ms [2022-04-11 04:06:13 main:574] : INFO : Epoch 1833 | loss: 0.0311689 | val_loss: 0.031181 | Time: 4237.59 ms [2022-04-11 04:06:17 main:574] : INFO : Epoch 1834 | loss: 0.0311685 | val_loss: 0.0311834 | Time: 4275.03 ms [2022-04-11 04:06:21 main:574] : INFO : Epoch 1835 | loss: 0.0311681 | val_loss: 0.0311808 | Time: 4231.06 ms [2022-04-11 04:06:25 main:574] : INFO : Epoch 1836 | loss: 0.0311682 | val_loss: 0.0311825 | Time: 4281.04 ms [2022-04-11 04:06:30 main:574] : INFO : Epoch 1837 | loss: 0.0311687 | val_loss: 0.0311807 | Time: 4307.36 ms [2022-04-11 04:06:34 main:574] : INFO : Epoch 1838 | loss: 0.0311697 | val_loss: 0.0311843 | Time: 4237.87 ms [2022-04-11 04:06:38 main:574] : INFO : Epoch 1839 | loss: 0.0311734 | val_loss: 0.0311841 | Time: 4246.79 ms [2022-04-11 04:06:42 main:574] : INFO : Epoch 1840 | loss: 0.0311726 | val_loss: 0.0311866 | Time: 4255.63 ms [2022-04-11 04:06:47 main:574] : INFO : Epoch 1841 | loss: 0.0311715 | val_loss: 0.0311808 | Time: 4279.93 ms [2022-04-11 04:06:51 main:574] : INFO : Epoch 1842 | loss: 0.0311712 | val_loss: 0.0311802 | Time: 4238.71 ms [2022-04-11 04:06:55 main:574] : INFO : Epoch 1843 | loss: 0.0311722 | val_loss: 0.0311804 | Time: 4287.63 ms [2022-04-11 04:06:59 main:574] : INFO : Epoch 1844 | loss: 0.0311724 | val_loss: 0.0311801 | Time: 4277.81 ms [2022-04-11 04:07:04 main:574] : INFO : Epoch 1845 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 4281.22 ms [2022-04-11 04:07:08 main:574] : INFO : Epoch 1846 | loss: 0.0311753 | val_loss: 0.0311853 | Time: 4290.59 ms [2022-04-11 04:07:12 main:574] : INFO : Epoch 1847 | loss: 0.0311768 | val_loss: 0.0311833 | Time: 4268.88 ms [2022-04-11 04:07:17 main:574] : INFO : Epoch 1848 | loss: 0.0311722 | val_loss: 0.0311816 | Time: 4241.81 ms [2022-04-11 04:07:21 main:574] : INFO : Epoch 1849 | loss: 0.0311713 | val_loss: 0.0311817 | Time: 4297.68 ms [2022-04-11 04:07:25 main:574] : INFO : Epoch 1850 | loss: 0.0311721 | val_loss: 0.0311845 | Time: 4291.01 ms [2022-04-11 04:07:29 main:574] : INFO : Epoch 1851 | loss: 0.0311728 | val_loss: 0.0311834 | Time: 4291.85 ms [2022-04-11 04:07:34 main:574] : INFO : Epoch 1852 | loss: 0.0311719 | val_loss: 0.031179 | Time: 4287.95 ms [2022-04-11 04:07:38 main:574] : INFO : Epoch 1853 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 4236.07 ms [2022-04-11 04:07:42 main:574] : INFO : Epoch 1854 | loss: 0.0311745 | val_loss: 0.0311802 | Time: 4343.15 ms [2022-04-11 04:07:47 main:574] : INFO : Epoch 1855 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 4234.26 ms [2022-04-11 04:07:51 main:574] : INFO : Epoch 1856 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 4245.47 ms [2022-04-11 04:07:55 main:574] : INFO : Epoch 1857 | loss: 0.0311701 | val_loss: 0.0311794 | Time: 4272.68 ms [2022-04-11 04:07:59 main:574] : INFO : Epoch 1858 | loss: 0.0311701 | val_loss: 0.0311794 | Time: 4312.86 ms [2022-04-11 04:08:04 main:574] : INFO : Epoch 1859 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 4264.08 ms [2022-04-11 04:08:08 main:574] : INFO : Epoch 1860 | loss: 0.0311698 | val_loss: 0.0311806 | Time: 4238.24 ms [2022-04-11 04:08:12 main:574] : INFO : Epoch 1861 | loss: 0.0311697 | val_loss: 0.03118 | Time: 4212.48 ms [2022-04-11 04:08:16 main:574] : INFO : Epoch 1862 | loss: 0.0311678 | val_loss: 0.0311785 | Time: 4285.98 ms [2022-04-11 04:08:21 main:574] : INFO : Epoch 1863 | loss: 0.0311681 | val_loss: 0.0311775 | Time: 4191.97 ms [2022-04-11 04:08:25 main:574] : INFO : Epoch 1864 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 4294.61 ms [2022-04-11 04:08:29 main:574] : INFO : Epoch 1865 | loss: 0.0311704 | val_loss: 0.0311782 | Time: 4244.92 ms [2022-04-11 04:08:34 main:574] : INFO : Epoch 1866 | loss: 0.0311704 | val_loss: 0.031182 | Time: 4303.81 ms [2022-04-11 04:08:38 main:574] : INFO : Epoch 1867 | loss: 0.0311685 | val_loss: 0.0311789 | Time: 4270.6 ms [2022-04-11 04:08:42 main:574] : INFO : Epoch 1868 | loss: 0.031168 | val_loss: 0.0311772 | Time: 4305.5 ms [2022-04-11 04:08:46 main:574] : INFO : Epoch 1869 | loss: 0.0311673 | val_loss: 0.0311778 | Time: 4286.8 ms [2022-04-11 04:08:51 main:574] : INFO : Epoch 1870 | loss: 0.0311662 | val_loss: 0.0311802 | Time: 4313.84 ms [2022-04-11 04:08:55 main:574] : INFO : Epoch 1871 | loss: 0.031167 | val_loss: 0.0311768 | Time: 4299.4 ms [2022-04-11 04:08:59 main:574] : INFO : Epoch 1872 | loss: 0.0311655 | val_loss: 0.0311793 | Time: 4295.87 ms [2022-04-11 04:09:04 main:574] : INFO : Epoch 1873 | loss: 0.0311653 | val_loss: 0.0311788 | Time: 4221.31 ms [2022-04-11 04:09:08 main:574] : INFO : Epoch 1874 | loss: 0.0311647 | val_loss: 0.0311791 | Time: 4264.46 ms [2022-04-11 04:09:12 main:574] : INFO : Epoch 1875 | loss: 0.0311651 | val_loss: 0.0311819 | Time: 4252.46 ms [2022-04-11 04:09:16 main:574] : INFO : Epoch 1876 | loss: 0.0311639 | val_loss: 0.0311812 | Time: 4248.43 ms [2022-04-11 04:09:21 main:574] : INFO : Epoch 1877 | loss: 0.0311642 | val_loss: 0.0311807 | Time: 4309.18 ms [2022-04-11 04:09:25 main:574] : INFO : Epoch 1878 | loss: 0.0311647 | val_loss: 0.0311814 | Time: 4279.29 ms [2022-04-11 04:09:29 main:574] : INFO : Epoch 1879 | loss: 0.0311669 | val_loss: 0.0311828 | Time: 4266.85 ms [2022-04-11 04:09:33 main:574] : INFO : Epoch 1880 | loss: 0.031167 | val_loss: 0.0311843 | Time: 4229.14 ms [2022-04-11 04:09:38 main:574] : INFO : Epoch 1881 | loss: 0.0311704 | val_loss: 0.0311869 | Time: 4269.67 ms [2022-04-11 04:09:42 main:574] : INFO : Epoch 1882 | loss: 0.0311686 | val_loss: 0.0311835 | Time: 4308.06 ms [2022-04-11 04:09:46 main:574] : INFO : Epoch 1883 | loss: 0.0311672 | val_loss: 0.0311853 | Time: 4252.51 ms [2022-04-11 04:09:51 main:574] : INFO : Epoch 1884 | loss: 0.0311678 | val_loss: 0.0311844 | Time: 4304.92 ms [2022-04-11 04:09:55 main:574] : INFO : Epoch 1885 | loss: 0.0311667 | val_loss: 0.0311843 | Time: 4275.84 ms [2022-04-11 04:09:59 main:574] : INFO : Epoch 1886 | loss: 0.0311668 | val_loss: 0.031183 | Time: 4247.98 ms [2022-04-11 04:10:03 main:574] : INFO : Epoch 1887 | loss: 0.0311657 | val_loss: 0.0311821 | Time: 4292.69 ms [2022-04-11 04:10:08 main:574] : INFO : Epoch 1888 | loss: 0.0311669 | val_loss: 0.0311813 | Time: 4335.62 ms [2022-04-11 04:10:12 main:574] : INFO : Epoch 1889 | loss: 0.0311661 | val_loss: 0.0311817 | Time: 4254.7 ms [2022-04-11 04:10:16 main:574] : INFO : Epoch 1890 | loss: 0.0311657 | val_loss: 0.0311813 | Time: 4272.39 ms [2022-04-11 04:10:21 main:574] : INFO : Epoch 1891 | loss: 0.0311654 | val_loss: 0.0311819 | Time: 4296.47 ms [2022-04-11 04:10:25 main:574] : INFO : Epoch 1892 | loss: 0.0311627 | val_loss: 0.0311785 | Time: 4268.63 ms [2022-04-11 04:10:29 main:574] : INFO : Epoch 1893 | loss: 0.0311641 | val_loss: 0.0311787 | Time: 4267.06 ms [2022-04-11 04:10:33 main:574] : INFO : Epoch 1894 | loss: 0.0311633 | val_loss: 0.0311806 | Time: 4247.8 ms [2022-04-11 04:10:38 main:574] : INFO : Epoch 1895 | loss: 0.0311666 | val_loss: 0.0311816 | Time: 4332.19 ms [2022-04-11 04:10:42 main:574] : INFO : Epoch 1896 | loss: 0.031166 | val_loss: 0.0311831 | Time: 4280.45 ms [2022-04-11 04:10:46 main:574] : INFO : Epoch 1897 | loss: 0.031165 | val_loss: 0.0311807 | Time: 4282.02 ms [2022-04-11 04:10:51 main:574] : INFO : Epoch 1898 | loss: 0.0311645 | val_loss: 0.0311786 | Time: 4360.21 ms [2022-04-11 04:10:55 main:574] : INFO : Epoch 1899 | loss: 0.0311651 | val_loss: 0.0311767 | Time: 4339.38 ms [2022-04-11 04:10:59 main:574] : INFO : Epoch 1900 | loss: 0.0311671 | val_loss: 0.0311779 | Time: 4278.86 ms [2022-04-11 04:11:04 main:574] : INFO : Epoch 1901 | loss: 0.0311663 | val_loss: 0.0311758 | Time: 4292.89 ms [2022-04-11 04:11:08 main:574] : INFO : Epoch 1902 | loss: 0.031165 | val_loss: 0.0311754 | Time: 4283.31 ms [2022-04-11 04:11:12 main:574] : INFO : Epoch 1903 | loss: 0.0311643 | val_loss: 0.0311777 | Time: 4283.05 ms [2022-04-11 04:11:16 main:574] : INFO : Epoch 1904 | loss: 0.0311642 | val_loss: 0.0311795 | Time: 4213.02 ms [2022-04-11 04:11:21 main:574] : INFO : Epoch 1905 | loss: 0.0311657 | val_loss: 0.0311787 | Time: 4291.97 ms [2022-04-11 04:11:25 main:574] : INFO : Epoch 1906 | loss: 0.0311694 | val_loss: 0.0311838 | Time: 4271.42 ms [2022-04-11 04:11:29 main:574] : INFO : Epoch 1907 | loss: 0.0311709 | val_loss: 0.031177 | Time: 4322.37 ms [2022-04-11 04:11:34 main:574] : INFO : Epoch 1908 | loss: 0.0311686 | val_loss: 0.0311766 | Time: 4264.77 ms [2022-04-11 04:11:38 main:574] : INFO : Epoch 1909 | loss: 0.0311682 | val_loss: 0.0311777 | Time: 4275.45 ms [2022-04-11 04:11:42 main:574] : INFO : Epoch 1910 | loss: 0.031167 | val_loss: 0.0311751 | Time: 4299.66 ms [2022-04-11 04:11:46 main:574] : INFO : Epoch 1911 | loss: 0.0311663 | val_loss: 0.0311792 | Time: 4281.45 ms [2022-04-11 04:11:51 main:574] : INFO : Epoch 1912 | loss: 0.0311665 | val_loss: 0.0311744 | Time: 4299.92 ms [2022-04-11 04:11:55 main:574] : INFO : Epoch 1913 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 4303.82 ms [2022-04-11 04:11:59 main:574] : INFO : Epoch 1914 | loss: 0.0311637 | val_loss: 0.0311757 | Time: 4248.99 ms [2022-04-11 04:12:04 main:574] : INFO : Epoch 1915 | loss: 0.0311653 | val_loss: 0.0311782 | Time: 4282.91 ms [2022-04-11 04:12:08 main:574] : INFO : Epoch 1916 | loss: 0.0311665 | val_loss: 0.0311761 | Time: 4307.6 ms [2022-04-11 04:12:12 main:574] : INFO : Epoch 1917 | loss: 0.0311651 | val_loss: 0.0311785 | Time: 4253.71 ms [2022-04-11 04:12:16 main:574] : INFO : Epoch 1918 | loss: 0.0311651 | val_loss: 0.0311732 | Time: 4290.99 ms [2022-04-11 04:12:21 main:574] : INFO : Epoch 1919 | loss: 0.0311638 | val_loss: 0.031177 | Time: 4279.44 ms [2022-04-11 04:12:25 main:574] : INFO : Epoch 1920 | loss: 0.031165 | val_loss: 0.0311762 | Time: 4250.42 ms [2022-04-11 04:12:29 main:574] : INFO : Epoch 1921 | loss: 0.0311655 | val_loss: 0.031174 | Time: 4263.28 ms [2022-04-11 04:12:34 main:574] : INFO : Epoch 1922 | loss: 0.0311638 | val_loss: 0.0311758 | Time: 4294.07 ms [2022-04-11 04:12:38 main:574] : INFO : Epoch 1923 | loss: 0.031164 | val_loss: 0.0311759 | Time: 4276.56 ms [2022-04-11 04:12:42 main:574] : INFO : Epoch 1924 | loss: 0.0311625 | val_loss: 0.0311765 | Time: 4298.48 ms [2022-04-11 04:12:46 main:574] : INFO : Epoch 1925 | loss: 0.0311638 | val_loss: 0.0311764 | Time: 4295.74 ms [2022-04-11 04:12:51 main:574] : INFO : Epoch 1926 | loss: 0.0311643 | val_loss: 0.0311772 | Time: 4267.46 ms [2022-04-11 04:12:55 main:574] : INFO : Epoch 1927 | loss: 0.0311641 | val_loss: 0.0311762 | Time: 4258.22 ms [2022-04-11 04:12:59 main:574] : INFO : Epoch 1928 | loss: 0.0311632 | val_loss: 0.0311754 | Time: 4243.73 ms [2022-04-11 04:13:03 main:574] : INFO : Epoch 1929 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 4246.9 ms [2022-04-11 04:13:08 main:574] : INFO : Epoch 1930 | loss: 0.0311653 | val_loss: 0.0311793 | Time: 4276.15 ms [2022-04-11 04:13:12 main:574] : INFO : Epoch 1931 | loss: 0.0311654 | val_loss: 0.031176 | Time: 4287.02 ms [2022-04-11 04:13:16 main:574] : INFO : Epoch 1932 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 4300.66 ms [2022-04-11 04:13:21 main:574] : INFO : Epoch 1933 | loss: 0.0311651 | val_loss: 0.0311728 | Time: 4320.03 ms [2022-04-11 04:13:25 main:574] : INFO : Epoch 1934 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 4261.34 ms [2022-04-11 04:13:29 main:574] : INFO : Epoch 1935 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 4271.27 ms [2022-04-11 04:13:33 main:574] : INFO : Epoch 1936 | loss: 0.0311755 | val_loss: 0.0311843 | Time: 4234.18 ms [2022-04-11 04:13:38 main:574] : INFO : Epoch 1937 | loss: 0.0311784 | val_loss: 0.0311772 | Time: 4353.45 ms [2022-04-11 04:13:42 main:574] : INFO : Epoch 1938 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 4214.85 ms [2022-04-11 04:13:46 main:574] : INFO : Epoch 1939 | loss: 0.0311711 | val_loss: 0.0311742 | Time: 4239.14 ms [2022-04-11 04:13:51 main:574] : INFO : Epoch 1940 | loss: 0.0311704 | val_loss: 0.0311737 | Time: 4268.72 ms [2022-04-11 04:13:55 main:574] : INFO : Epoch 1941 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 4293.21 ms [2022-04-11 04:13:59 main:574] : INFO : Epoch 1942 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 4286.04 ms [2022-04-11 04:14:03 main:574] : INFO : Epoch 1943 | loss: 0.0311678 | val_loss: 0.031175 | Time: 4269.63 ms [2022-04-11 04:14:08 main:574] : INFO : Epoch 1944 | loss: 0.0311677 | val_loss: 0.0311758 | Time: 4314.59 ms [2022-04-11 04:14:12 main:574] : INFO : Epoch 1945 | loss: 0.0311684 | val_loss: 0.031177 | Time: 4346.07 ms [2022-04-11 04:14:16 main:574] : INFO : Epoch 1946 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 4270.18 ms [2022-04-11 04:14:21 main:574] : INFO : Epoch 1947 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 4273.59 ms [2022-04-11 04:14:25 main:574] : INFO : Epoch 1948 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 4272.01 ms [2022-04-11 04:14:29 main:574] : INFO : Epoch 1949 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 4269.77 ms [2022-04-11 04:14:33 main:574] : INFO : Epoch 1950 | loss: 0.0311874 | val_loss: 0.0312086 | Time: 4231.17 ms [2022-04-11 04:14:38 main:574] : INFO : Epoch 1951 | loss: 0.0311862 | val_loss: 0.0312046 | Time: 4276.06 ms [2022-04-11 04:14:42 main:574] : INFO : Epoch 1952 | loss: 0.031178 | val_loss: 0.0311769 | Time: 4263.71 ms [2022-04-11 04:14:46 main:574] : INFO : Epoch 1953 | loss: 0.0311667 | val_loss: 0.0311754 | Time: 4250.7 ms [2022-04-11 04:14:50 main:574] : INFO : Epoch 1954 | loss: 0.0311645 | val_loss: 0.0311719 | Time: 4262.06 ms [2022-04-11 04:14:55 main:574] : INFO : Epoch 1955 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 4299.95 ms [2022-04-11 04:14:59 main:574] : INFO : Epoch 1956 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 4271.4 ms [2022-04-11 04:15:03 main:574] : INFO : Epoch 1957 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 4308.27 ms [2022-04-11 04:15:08 main:574] : INFO : Epoch 1958 | loss: 0.0311629 | val_loss: 0.0311767 | Time: 4291.54 ms [2022-04-11 04:15:12 main:574] : INFO : Epoch 1959 | loss: 0.0311641 | val_loss: 0.0311727 | Time: 4256.34 ms [2022-04-11 04:15:16 main:574] : INFO : Epoch 1960 | loss: 0.0311622 | val_loss: 0.0311717 | Time: 4244.11 ms [2022-04-11 04:15:20 main:574] : INFO : Epoch 1961 | loss: 0.0311619 | val_loss: 0.0311718 | Time: 4275.89 ms [2022-04-11 04:15:25 main:574] : INFO : Epoch 1962 | loss: 0.0311608 | val_loss: 0.0311721 | Time: 4256.73 ms [2022-04-11 04:15:29 main:574] : INFO : Epoch 1963 | loss: 0.031163 | val_loss: 0.0311752 | Time: 4245.24 ms [2022-04-11 04:15:33 main:574] : INFO : Epoch 1964 | loss: 0.031164 | val_loss: 0.0311734 | Time: 4290.72 ms [2022-04-11 04:15:38 main:574] : INFO : Epoch 1965 | loss: 0.0311626 | val_loss: 0.031172 | Time: 4252.35 ms [2022-04-11 04:15:42 main:574] : INFO : Epoch 1966 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 4236.45 ms [2022-04-11 04:15:46 main:574] : INFO : Epoch 1967 | loss: 0.0311645 | val_loss: 0.0311755 | Time: 4264.89 ms [2022-04-11 04:15:50 main:574] : INFO : Epoch 1968 | loss: 0.0311639 | val_loss: 0.031175 | Time: 4272.81 ms [2022-04-11 04:15:55 main:574] : INFO : Epoch 1969 | loss: 0.0311618 | val_loss: 0.0311738 | Time: 4221.8 ms [2022-04-11 04:15:59 main:574] : INFO : Epoch 1970 | loss: 0.0311617 | val_loss: 0.0311757 | Time: 4292.14 ms [2022-04-11 04:16:03 main:574] : INFO : Epoch 1971 | loss: 0.0311615 | val_loss: 0.0311739 | Time: 4345.56 ms [2022-04-11 04:16:07 main:574] : INFO : Epoch 1972 | loss: 0.0311609 | val_loss: 0.0311746 | Time: 4299.02 ms [2022-04-11 04:16:12 main:574] : INFO : Epoch 1973 | loss: 0.0311615 | val_loss: 0.031175 | Time: 4281.31 ms [2022-04-11 04:16:16 main:574] : INFO : Epoch 1974 | loss: 0.0311599 | val_loss: 0.0311734 | Time: 4276.08 ms [2022-04-11 04:16:20 main:574] : INFO : Epoch 1975 | loss: 0.0311631 | val_loss: 0.0311744 | Time: 4275.65 ms [2022-04-11 04:16:25 main:574] : INFO : Epoch 1976 | loss: 0.031161 | val_loss: 0.0311727 | Time: 4257.81 ms [2022-04-11 04:16:29 main:574] : INFO : Epoch 1977 | loss: 0.0311619 | val_loss: 0.0311774 | Time: 4231.11 ms [2022-04-11 04:16:33 main:574] : INFO : Epoch 1978 | loss: 0.0311614 | val_loss: 0.0311731 | Time: 4252.81 ms [2022-04-11 04:16:37 main:574] : INFO : Epoch 1979 | loss: 0.0311595 | val_loss: 0.0311726 | Time: 4313.01 ms [2022-04-11 04:16:42 main:574] : INFO : Epoch 1980 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 4240.86 ms [2022-04-11 04:16:46 main:574] : INFO : Epoch 1981 | loss: 0.031163 | val_loss: 0.0311741 | Time: 4225.75 ms [2022-04-11 04:16:50 main:574] : INFO : Epoch 1982 | loss: 0.031163 | val_loss: 0.0311738 | Time: 4281.24 ms [2022-04-11 04:16:54 main:574] : INFO : Epoch 1983 | loss: 0.0311606 | val_loss: 0.0311723 | Time: 4274.39 ms [2022-04-11 04:16:59 main:574] : INFO : Epoch 1984 | loss: 0.0311591 | val_loss: 0.0311715 | Time: 4312 ms [2022-04-11 04:17:03 main:574] : INFO : Epoch 1985 | loss: 0.0311588 | val_loss: 0.0311709 | Time: 4354.61 ms [2022-04-11 04:17:07 main:574] : INFO : Epoch 1986 | loss: 0.0311598 | val_loss: 0.0311716 | Time: 4282.52 ms [2022-04-11 04:17:12 main:574] : INFO : Epoch 1987 | loss: 0.0311595 | val_loss: 0.0311708 | Time: 4255.31 ms [2022-04-11 04:17:16 main:574] : INFO : Epoch 1988 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 4261.48 ms [2022-04-11 04:17:20 main:574] : INFO : Epoch 1989 | loss: 0.03116 | val_loss: 0.0311723 | Time: 4244.38 ms [2022-04-11 04:17:24 main:574] : INFO : Epoch 1990 | loss: 0.0311591 | val_loss: 0.0311769 | Time: 4285.28 ms [2022-04-11 04:17:29 main:574] : INFO : Epoch 1991 | loss: 0.0311589 | val_loss: 0.0311751 | Time: 4227.42 ms [2022-04-11 04:17:33 main:574] : INFO : Epoch 1992 | loss: 0.0311581 | val_loss: 0.0311738 | Time: 4341.62 ms [2022-04-11 04:17:37 main:574] : INFO : Epoch 1993 | loss: 0.0311591 | val_loss: 0.0311719 | Time: 4283.38 ms [2022-04-11 04:17:42 main:574] : INFO : Epoch 1994 | loss: 0.0311592 | val_loss: 0.0311725 | Time: 4241.13 ms [2022-04-11 04:17:46 main:574] : INFO : Epoch 1995 | loss: 0.0311596 | val_loss: 0.0311724 | Time: 4294.25 ms [2022-04-11 04:17:50 main:574] : INFO : Epoch 1996 | loss: 0.0311585 | val_loss: 0.0311723 | Time: 4327.3 ms [2022-04-11 04:17:54 main:574] : INFO : Epoch 1997 | loss: 0.0311589 | val_loss: 0.0311735 | Time: 4278.55 ms [2022-04-11 04:17:59 main:574] : INFO : Epoch 1998 | loss: 0.0311572 | val_loss: 0.0311728 | Time: 4295.07 ms [2022-04-11 04:18:03 main:574] : INFO : Epoch 1999 | loss: 0.0311578 | val_loss: 0.0311793 | Time: 4281.43 ms [2022-04-11 04:18:07 main:574] : INFO : Epoch 2000 | loss: 0.0311617 | val_loss: 0.031185 | Time: 4235.89 ms [2022-04-11 04:18:12 main:574] : INFO : Epoch 2001 | loss: 0.0311707 | val_loss: 0.031175 | Time: 4266.4 ms [2022-04-11 04:18:16 main:574] : INFO : Epoch 2002 | loss: 0.0311667 | val_loss: 0.0311745 | Time: 4254.05 ms [2022-04-11 04:18:20 main:574] : INFO : Epoch 2003 | loss: 0.0311647 | val_loss: 0.0311767 | Time: 4309.24 ms [2022-04-11 04:18:24 main:574] : INFO : Epoch 2004 | loss: 0.0311627 | val_loss: 0.0311746 | Time: 4291.62 ms [2022-04-11 04:18:29 main:574] : INFO : Epoch 2005 | loss: 0.0311612 | val_loss: 0.0311748 | Time: 4304.65 ms [2022-04-11 04:18:33 main:574] : INFO : Epoch 2006 | loss: 0.0311588 | val_loss: 0.0311757 | Time: 4254 ms [2022-04-11 04:18:37 main:574] : INFO : Epoch 2007 | loss: 0.0311573 | val_loss: 0.0311731 | Time: 4255.51 ms [2022-04-11 04:18:42 main:574] : INFO : Epoch 2008 | loss: 0.0311571 | val_loss: 0.031174 | Time: 4254.29 ms [2022-04-11 04:18:46 main:574] : INFO : Epoch 2009 | loss: 0.0311586 | val_loss: 0.0311746 | Time: 4277.96 ms [2022-04-11 04:18:50 main:574] : INFO : Epoch 2010 | loss: 0.0311573 | val_loss: 0.031173 | Time: 4270.74 ms [2022-04-11 04:18:54 main:574] : INFO : Epoch 2011 | loss: 0.0311577 | val_loss: 0.0311734 | Time: 4254.53 ms [2022-04-11 04:18:59 main:574] : INFO : Epoch 2012 | loss: 0.0311576 | val_loss: 0.0311758 | Time: 4246.3 ms [2022-04-11 04:19:03 main:574] : INFO : Epoch 2013 | loss: 0.0311581 | val_loss: 0.0311765 | Time: 4278.58 ms [2022-04-11 04:19:07 main:574] : INFO : Epoch 2014 | loss: 0.031158 | val_loss: 0.0311754 | Time: 4274.31 ms [2022-04-11 04:19:11 main:574] : INFO : Epoch 2015 | loss: 0.0311581 | val_loss: 0.0311756 | Time: 4259.42 ms [2022-04-11 04:19:16 main:574] : INFO : Epoch 2016 | loss: 0.0311613 | val_loss: 0.0311727 | Time: 4298.94 ms [2022-04-11 04:19:20 main:574] : INFO : Epoch 2017 | loss: 0.0311603 | val_loss: 0.0311744 | Time: 4298.14 ms [2022-04-11 04:19:24 main:574] : INFO : Epoch 2018 | loss: 0.0311604 | val_loss: 0.0311773 | Time: 4254.76 ms [2022-04-11 04:19:29 main:574] : INFO : Epoch 2019 | loss: 0.0311581 | val_loss: 0.0311744 | Time: 4284.75 ms [2022-04-11 04:19:33 main:574] : INFO : Epoch 2020 | loss: 0.0311572 | val_loss: 0.0311737 | Time: 4309.82 ms [2022-04-11 04:19:37 main:574] : INFO : Epoch 2021 | loss: 0.031158 | val_loss: 0.0311733 | Time: 4272.23 ms [2022-04-11 04:19:41 main:574] : INFO : Epoch 2022 | loss: 0.0311574 | val_loss: 0.0311738 | Time: 4285.86 ms [2022-04-11 04:19:46 main:574] : INFO : Epoch 2023 | loss: 0.0311564 | val_loss: 0.0311738 | Time: 4240.43 ms [2022-04-11 04:19:50 main:574] : INFO : Epoch 2024 | loss: 0.0311559 | val_loss: 0.0311751 | Time: 4239.45 ms [2022-04-11 04:19:54 main:574] : INFO : Epoch 2025 | loss: 0.0311557 | val_loss: 0.0311742 | Time: 4244.18 ms [2022-04-11 04:19:58 main:574] : INFO : Epoch 2026 | loss: 0.0311556 | val_loss: 0.031176 | Time: 4270.7 ms [2022-04-11 04:20:03 main:574] : INFO : Epoch 2027 | loss: 0.0311559 | val_loss: 0.0311766 | Time: 4374.04 ms [2022-04-11 04:20:07 main:574] : INFO : Epoch 2028 | loss: 0.0311571 | val_loss: 0.0311778 | Time: 4276.69 ms [2022-04-11 04:20:11 main:574] : INFO : Epoch 2029 | loss: 0.0311575 | val_loss: 0.031177 | Time: 4294.13 ms [2022-04-11 04:20:16 main:574] : INFO : Epoch 2030 | loss: 0.0311585 | val_loss: 0.0311765 | Time: 4282.07 ms [2022-04-11 04:20:20 main:574] : INFO : Epoch 2031 | loss: 0.0311591 | val_loss: 0.031173 | Time: 4241.81 ms [2022-04-11 04:20:24 main:574] : INFO : Epoch 2032 | loss: 0.0311564 | val_loss: 0.031174 | Time: 4242.4 ms [2022-04-11 04:20:29 main:574] : INFO : Epoch 2033 | loss: 0.0311558 | val_loss: 0.0311761 | Time: 4326.84 ms [2022-04-11 04:20:33 main:574] : INFO : Epoch 2034 | loss: 0.0311547 | val_loss: 0.0311744 | Time: 4294.7 ms [2022-04-11 04:20:37 main:574] : INFO : Epoch 2035 | loss: 0.0311541 | val_loss: 0.0311735 | Time: 4250.63 ms [2022-04-11 04:20:41 main:574] : INFO : Epoch 2036 | loss: 0.0311547 | val_loss: 0.0311745 | Time: 4269.84 ms [2022-04-11 04:20:46 main:574] : INFO : Epoch 2037 | loss: 0.0311611 | val_loss: 0.0311837 | Time: 4247.33 ms [2022-04-11 04:20:50 main:574] : INFO : Epoch 2038 | loss: 0.0311764 | val_loss: 0.0311868 | Time: 4258.23 ms [2022-04-11 04:20:54 main:574] : INFO : Epoch 2039 | loss: 0.0311753 | val_loss: 0.0311852 | Time: 4210.24 ms [2022-04-11 04:20:58 main:574] : INFO : Epoch 2040 | loss: 0.0311733 | val_loss: 0.0311867 | Time: 4254.69 ms [2022-04-11 04:21:03 main:574] : INFO : Epoch 2041 | loss: 0.0311724 | val_loss: 0.0311821 | Time: 4243.66 ms [2022-04-11 04:21:07 main:574] : INFO : Epoch 2042 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 4332.09 ms [2022-04-11 04:21:11 main:574] : INFO : Epoch 2043 | loss: 0.0311686 | val_loss: 0.0311789 | Time: 4205.05 ms [2022-04-11 04:21:15 main:574] : INFO : Epoch 2044 | loss: 0.0311715 | val_loss: 0.0311832 | Time: 4238.81 ms [2022-04-11 04:21:20 main:574] : INFO : Epoch 2045 | loss: 0.0311758 | val_loss: 0.0311863 | Time: 4288.31 ms [2022-04-11 04:21:24 main:574] : INFO : Epoch 2046 | loss: 0.0311731 | val_loss: 0.0311822 | Time: 4260.03 ms [2022-04-11 04:21:28 main:574] : INFO : Epoch 2047 | loss: 0.0311721 | val_loss: 0.0311807 | Time: 4212.83 ms [2022-04-11 04:21:32 main:574] : INFO : Epoch 2048 | loss: 0.031173 | val_loss: 0.0311835 | Time: 4277.91 ms [2022-04-11 04:21:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311835 [2022-04-11 04:21:32 main:603] : INFO : Saving end state to config to file [2022-04-11 04:21:32 main:608] : INFO : Success, exiting.. 04:21:32 (16184): 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)