Task 13735764
| Name | ParityModified-1647045668-22943-1-0_0 |
| Workunit | 10823855 |
| Created | 25 Mar 2022, 3:01:58 UTC |
| Sent | 1 Apr 2022, 23:22:41 UTC |
| Report deadline | 9 Apr 2022, 23:22:41 UTC |
| Received | 2 Apr 2022, 9:50:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 19 min 38 sec |
| CPU time | 1 hours 58 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 03:12:33 main:574] : INFO : Epoch 1567 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 3839.75 ms [2022-04-02 03:12:37 main:574] : INFO : Epoch 1568 | loss: 0.031171 | val_loss: 0.031174 | Time: 3915.55 ms [2022-04-02 03:12:41 main:574] : INFO : Epoch 1569 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 3831.82 ms [2022-04-02 03:12:45 main:574] : INFO : Epoch 1570 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 4015.83 ms [2022-04-02 03:12:49 main:574] : INFO : Epoch 1571 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 4039.99 ms [2022-04-02 03:12:53 main:574] : INFO : Epoch 1572 | loss: 0.0311695 | val_loss: 0.0311743 | Time: 4096.39 ms [2022-04-02 03:12:57 main:574] : INFO : Epoch 1573 | loss: 0.0311685 | val_loss: 0.0311764 | Time: 3861.69 ms [2022-04-02 03:13:01 main:574] : INFO : Epoch 1574 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 3861.24 ms [2022-04-02 03:13:04 main:574] : INFO : Epoch 1575 | loss: 0.0311684 | val_loss: 0.0311771 | Time: 3871.63 ms [2022-04-02 03:13:08 main:574] : INFO : Epoch 1576 | loss: 0.0311699 | val_loss: 0.0311747 | Time: 4002.07 ms [2022-04-02 03:13:12 main:574] : INFO : Epoch 1577 | loss: 0.0311686 | val_loss: 0.0311744 | Time: 3810.38 ms [2022-04-02 03:13:16 main:574] : INFO : Epoch 1578 | loss: 0.0311682 | val_loss: 0.0311748 | Time: 3914.98 ms [2022-04-02 03:13:20 main:574] : INFO : Epoch 1579 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 4000.43 ms [2022-04-02 03:13:24 main:574] : INFO : Epoch 1580 | loss: 0.0311677 | val_loss: 0.031176 | Time: 4131.7 ms [2022-04-02 03:13:28 main:574] : INFO : Epoch 1581 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 4181.4 ms [2022-04-02 03:13:33 main:574] : INFO : Epoch 1582 | loss: 0.03117 | val_loss: 0.031175 | Time: 4174.97 ms [2022-04-02 03:13:37 main:574] : INFO : Epoch 1583 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 4228.45 ms [2022-04-02 03:13:41 main:574] : INFO : Epoch 1584 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 4220.52 ms [2022-04-02 03:13:45 main:574] : INFO : Epoch 1585 | loss: 0.0311654 | val_loss: 0.0311755 | Time: 4290.41 ms [2022-04-02 03:13:50 main:574] : INFO : Epoch 1586 | loss: 0.0311649 | val_loss: 0.0311764 | Time: 4161.27 ms [2022-04-02 03:13:54 main:574] : INFO : Epoch 1587 | loss: 0.0311658 | val_loss: 0.031177 | Time: 4053.47 ms [2022-04-02 03:13:58 main:574] : INFO : Epoch 1588 | loss: 0.0311662 | val_loss: 0.0311767 | Time: 4185.33 ms [2022-04-02 03:14:02 main:574] : INFO : Epoch 1589 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 4174.6 ms [2022-04-02 03:14:06 main:574] : INFO : Epoch 1590 | loss: 0.0311668 | val_loss: 0.0311764 | Time: 4341.4 ms [2022-04-02 03:14:11 main:574] : INFO : Epoch 1591 | loss: 0.0311654 | val_loss: 0.0311771 | Time: 4199.03 ms [2022-04-02 03:14:15 main:574] : INFO : Epoch 1592 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 4226.27 ms [2022-04-02 03:14:19 main:574] : INFO : Epoch 1593 | loss: 0.0311662 | val_loss: 0.0311747 | Time: 4236.1 ms [2022-04-02 03:14:23 main:574] : INFO : Epoch 1594 | loss: 0.0311669 | val_loss: 0.0311752 | Time: 4182.41 ms [2022-04-02 03:14:27 main:574] : INFO : Epoch 1595 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 3996.67 ms [2022-04-02 03:14:31 main:574] : INFO : Epoch 1596 | loss: 0.0311664 | val_loss: 0.0311753 | Time: 3873.72 ms [2022-04-02 03:14:35 main:574] : INFO : Epoch 1597 | loss: 0.0311639 | val_loss: 0.0311735 | Time: 4022.04 ms [2022-04-02 03:14:39 main:574] : INFO : Epoch 1598 | loss: 0.0311627 | val_loss: 0.0311751 | Time: 3910.77 ms [2022-04-02 03:14:43 main:574] : INFO : Epoch 1599 | loss: 0.031163 | val_loss: 0.0311748 | Time: 3806.51 ms [2022-04-02 03:14:47 main:574] : INFO : Epoch 1600 | loss: 0.031163 | val_loss: 0.031175 | Time: 3805.2 ms [2022-04-02 03:14:51 main:574] : INFO : Epoch 1601 | loss: 0.0311646 | val_loss: 0.031184 | Time: 3978.62 ms [2022-04-02 03:14:55 main:574] : INFO : Epoch 1602 | loss: 0.0311715 | val_loss: 0.0311739 | Time: 4082.53 ms [2022-04-02 03:14:59 main:574] : INFO : Epoch 1603 | loss: 0.0311657 | val_loss: 0.0311727 | Time: 4027.14 ms [2022-04-02 03:15:03 main:574] : INFO : Epoch 1604 | loss: 0.031164 | val_loss: 0.0311741 | Time: 3893.69 ms [2022-04-02 03:15:07 main:574] : INFO : Epoch 1605 | loss: 0.0311635 | val_loss: 0.0311741 | Time: 3868.34 ms [2022-04-02 03:15:11 main:574] : INFO : Epoch 1606 | loss: 0.0311628 | val_loss: 0.0311744 | Time: 4035.52 ms [2022-04-02 03:15:15 main:574] : INFO : Epoch 1607 | loss: 0.0311635 | val_loss: 0.0311742 | Time: 4095.22 ms [2022-04-02 03:15:19 main:574] : INFO : Epoch 1608 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 4344.74 ms [2022-04-02 03:15:23 main:574] : INFO : Epoch 1609 | loss: 0.0311611 | val_loss: 0.0311735 | Time: 4257.01 ms [2022-04-02 03:15:27 main:574] : INFO : Epoch 1610 | loss: 0.0311603 | val_loss: 0.0311746 | Time: 4183.94 ms [2022-04-02 03:15:32 main:574] : INFO : Epoch 1611 | loss: 0.031162 | val_loss: 0.0311738 | Time: 4247.91 ms [2022-04-02 03:15:36 main:574] : INFO : Epoch 1612 | loss: 0.0311617 | val_loss: 0.0311761 | Time: 4195.47 ms [2022-04-02 03:15:40 main:574] : INFO : Epoch 1613 | loss: 0.031163 | val_loss: 0.0311745 | Time: 4192.03 ms [2022-04-02 03:15:44 main:574] : INFO : Epoch 1614 | loss: 0.0311616 | val_loss: 0.0311745 | Time: 4343.36 ms [2022-04-02 03:15:49 main:574] : INFO : Epoch 1615 | loss: 0.0311613 | val_loss: 0.0311748 | Time: 4311.77 ms [2022-04-02 03:15:53 main:574] : INFO : Epoch 1616 | loss: 0.0311606 | val_loss: 0.0311739 | Time: 4135.28 ms [2022-04-02 03:15:57 main:574] : INFO : Epoch 1617 | loss: 0.0311599 | val_loss: 0.0311747 | Time: 4194.24 ms [2022-04-02 03:16:01 main:574] : INFO : Epoch 1618 | loss: 0.0311597 | val_loss: 0.031175 | Time: 4143.39 ms [2022-04-02 03:16:06 main:574] : INFO : Epoch 1619 | loss: 0.0311592 | val_loss: 0.0311765 | Time: 4306.15 ms [2022-04-02 03:16:10 main:574] : INFO : Epoch 1620 | loss: 0.0311587 | val_loss: 0.0311741 | Time: 4428.73 ms [2022-04-02 03:16:14 main:574] : INFO : Epoch 1621 | loss: 0.0311588 | val_loss: 0.0311765 | Time: 4301.38 ms [2022-04-02 03:16:18 main:574] : INFO : Epoch 1622 | loss: 0.0311598 | val_loss: 0.0311764 | Time: 4065.69 ms [2022-04-02 03:16:22 main:574] : INFO : Epoch 1623 | loss: 0.031162 | val_loss: 0.0311746 | Time: 3890.11 ms [2022-04-02 03:16:26 main:574] : INFO : Epoch 1624 | loss: 0.0311615 | val_loss: 0.031176 | Time: 3875.51 ms [2022-04-02 03:16:30 main:574] : INFO : Epoch 1625 | loss: 0.031163 | val_loss: 0.0311793 | Time: 3958.28 ms [2022-04-02 03:16:34 main:574] : INFO : Epoch 1626 | loss: 0.0311774 | val_loss: 0.0311902 | Time: 4004.42 ms [2022-04-02 03:16:38 main:574] : INFO : Epoch 1627 | loss: 0.0311821 | val_loss: 0.0311888 | Time: 3908.64 ms [2022-04-02 03:16:42 main:574] : INFO : Epoch 1628 | loss: 0.0311788 | val_loss: 0.0311861 | Time: 3946.7 ms [2022-04-02 03:16:46 main:574] : INFO : Epoch 1629 | loss: 0.031174 | val_loss: 0.0311818 | Time: 3793.21 ms [2022-04-02 03:16:50 main:574] : INFO : Epoch 1630 | loss: 0.0311724 | val_loss: 0.0311766 | Time: 3898.94 ms [2022-04-02 03:16:54 main:574] : INFO : Epoch 1631 | loss: 0.031169 | val_loss: 0.0311775 | Time: 3847.04 ms [2022-04-02 03:16:57 main:574] : INFO : Epoch 1632 | loss: 0.0311705 | val_loss: 0.0311751 | Time: 3860.64 ms [2022-04-02 03:17:01 main:574] : INFO : Epoch 1633 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 3908.87 ms [2022-04-02 03:17:06 main:574] : INFO : Epoch 1634 | loss: 0.0311654 | val_loss: 0.0311719 | Time: 4165.39 ms [2022-04-02 03:17:10 main:574] : INFO : Epoch 1635 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 4177.62 ms [2022-04-02 03:17:14 main:574] : INFO : Epoch 1636 | loss: 0.031164 | val_loss: 0.0311729 | Time: 4185.24 ms [2022-04-02 03:17:18 main:574] : INFO : Epoch 1637 | loss: 0.031166 | val_loss: 0.0311737 | Time: 4207.72 ms [2022-04-02 03:17:22 main:574] : INFO : Epoch 1638 | loss: 0.0311635 | val_loss: 0.0311744 | Time: 4150.21 ms [2022-04-02 03:17:26 main:574] : INFO : Epoch 1639 | loss: 0.0311631 | val_loss: 0.0311734 | Time: 4214.34 ms [2022-04-02 03:17:31 main:574] : INFO : Epoch 1640 | loss: 0.0311633 | val_loss: 0.0311742 | Time: 4159.64 ms [2022-04-02 03:17:35 main:574] : INFO : Epoch 1641 | loss: 0.0311621 | val_loss: 0.0311735 | Time: 4340.52 ms [2022-04-02 03:17:39 main:574] : INFO : Epoch 1642 | loss: 0.0311618 | val_loss: 0.0311742 | Time: 4348.2 ms [2022-04-02 03:17:44 main:574] : INFO : Epoch 1643 | loss: 0.0311631 | val_loss: 0.0311774 | Time: 4284.38 ms [2022-04-02 03:17:48 main:574] : INFO : Epoch 1644 | loss: 0.0311617 | val_loss: 0.0311745 | Time: 4320.25 ms [2022-04-02 03:17:52 main:574] : INFO : Epoch 1645 | loss: 0.0311616 | val_loss: 0.0311753 | Time: 4166.17 ms [2022-04-02 03:17:56 main:574] : INFO : Epoch 1646 | loss: 0.0311621 | val_loss: 0.0311797 | Time: 4231.03 ms [2022-04-02 03:18:01 main:574] : INFO : Epoch 1647 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 4252.1 ms [2022-04-02 03:18:05 main:574] : INFO : Epoch 1648 | loss: 0.031161 | val_loss: 0.0311734 | Time: 4261.86 ms [2022-04-02 03:18:09 main:574] : INFO : Epoch 1649 | loss: 0.0311613 | val_loss: 0.0311759 | Time: 4065.82 ms [2022-04-02 03:18:13 main:574] : INFO : Epoch 1650 | loss: 0.0311611 | val_loss: 0.0311743 | Time: 3793.51 ms [2022-04-02 03:18:17 main:574] : INFO : Epoch 1651 | loss: 0.0311612 | val_loss: 0.0311737 | Time: 3861.93 ms [2022-04-02 03:18:21 main:574] : INFO : Epoch 1652 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 3937.6 ms [2022-04-02 03:18:24 main:574] : INFO : Epoch 1653 | loss: 0.0311658 | val_loss: 0.031181 | Time: 3898.03 ms [2022-04-02 03:18:28 main:574] : INFO : Epoch 1654 | loss: 0.0311772 | val_loss: 0.0311796 | Time: 3931.21 ms [2022-04-02 03:18:32 main:574] : INFO : Epoch 1655 | loss: 0.0311762 | val_loss: 0.0311759 | Time: 3816.77 ms [2022-04-02 03:18:36 main:574] : INFO : Epoch 1656 | loss: 0.0311739 | val_loss: 0.0311735 | Time: 4163.47 ms [2022-04-02 03:18:41 main:574] : INFO : Epoch 1657 | loss: 0.031171 | val_loss: 0.0311708 | Time: 4208.37 ms [2022-04-02 03:18:45 main:574] : INFO : Epoch 1658 | loss: 0.0311682 | val_loss: 0.0311726 | Time: 3962.93 ms [2022-04-02 03:18:49 main:574] : INFO : Epoch 1659 | loss: 0.0311674 | val_loss: 0.031173 | Time: 4172.6 ms [2022-04-02 03:18:53 main:574] : INFO : Epoch 1660 | loss: 0.0311676 | val_loss: 0.0311726 | Time: 4376.03 ms [2022-04-02 03:18:57 main:574] : INFO : Epoch 1661 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 4058.03 ms [2022-04-02 03:19:02 main:574] : INFO : Epoch 1662 | loss: 0.0311643 | val_loss: 0.0311749 | Time: 4326.5 ms [2022-04-02 03:19:06 main:574] : INFO : Epoch 1663 | loss: 0.0311657 | val_loss: 0.031171 | Time: 4248.41 ms [2022-04-02 03:19:10 main:574] : INFO : Epoch 1664 | loss: 0.0311635 | val_loss: 0.03117 | Time: 4242.25 ms [2022-04-02 03:19:14 main:574] : INFO : Epoch 1665 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 4026.22 ms [2022-04-02 03:19:18 main:574] : INFO : Epoch 1666 | loss: 0.0311634 | val_loss: 0.0311756 | Time: 3757.34 ms [2022-04-02 03:19:22 main:574] : INFO : Epoch 1667 | loss: 0.0311635 | val_loss: 0.0311731 | Time: 3749.95 ms [2022-04-02 03:19:26 main:574] : INFO : Epoch 1668 | loss: 0.0311622 | val_loss: 0.0311719 | Time: 4070.01 ms [2022-04-02 03:19:30 main:574] : INFO : Epoch 1669 | loss: 0.0311631 | val_loss: 0.0311709 | Time: 4077.79 ms [2022-04-02 03:19:34 main:574] : INFO : Epoch 1670 | loss: 0.0311624 | val_loss: 0.0311731 | Time: 3838.67 ms [2022-04-02 03:19:37 main:574] : INFO : Epoch 1671 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 3865.13 ms [2022-04-02 03:19:41 main:574] : INFO : Epoch 1672 | loss: 0.0311601 | val_loss: 0.0311713 | Time: 3876.26 ms [2022-04-02 03:19:45 main:574] : INFO : Epoch 1673 | loss: 0.0311589 | val_loss: 0.0311731 | Time: 4079.5 ms [2022-04-02 03:19:49 main:574] : INFO : Epoch 1674 | loss: 0.0311597 | val_loss: 0.031172 | Time: 4047.32 ms [2022-04-02 03:19:53 main:574] : INFO : Epoch 1675 | loss: 0.031159 | val_loss: 0.0311728 | Time: 3976.5 ms [2022-04-02 03:19:57 main:574] : INFO : Epoch 1676 | loss: 0.0311588 | val_loss: 0.0311704 | Time: 3813.78 ms [2022-04-02 03:20:01 main:574] : INFO : Epoch 1677 | loss: 0.0311591 | val_loss: 0.0311768 | Time: 3895.9 ms [2022-04-02 03:20:05 main:574] : INFO : Epoch 1678 | loss: 0.0311656 | val_loss: 0.031172 | Time: 3875.61 ms [2022-04-02 03:20:09 main:574] : INFO : Epoch 1679 | loss: 0.031165 | val_loss: 0.0311705 | Time: 4402.83 ms [2022-04-02 03:20:14 main:574] : INFO : Epoch 1680 | loss: 0.0311629 | val_loss: 0.0311721 | Time: 4156.52 ms [2022-04-02 03:20:18 main:574] : INFO : Epoch 1681 | loss: 0.0311634 | val_loss: 0.0311749 | Time: 4112.6 ms [2022-04-02 03:20:22 main:574] : INFO : Epoch 1682 | loss: 0.031164 | val_loss: 0.0311723 | Time: 4124.54 ms [2022-04-02 03:20:26 main:574] : INFO : Epoch 1683 | loss: 0.0311623 | val_loss: 0.031174 | Time: 4082.55 ms [2022-04-02 03:20:30 main:574] : INFO : Epoch 1684 | loss: 0.0311619 | val_loss: 0.0311735 | Time: 4216.81 ms [2022-04-02 03:20:35 main:574] : INFO : Epoch 1685 | loss: 0.0311601 | val_loss: 0.031171 | Time: 4395.48 ms [2022-04-02 03:20:39 main:574] : INFO : Epoch 1686 | loss: 0.0311601 | val_loss: 0.0311735 | Time: 4247.39 ms [2022-04-02 03:20:43 main:574] : INFO : Epoch 1687 | loss: 0.0311587 | val_loss: 0.0311726 | Time: 4105.17 ms [2022-04-02 03:20:47 main:574] : INFO : Epoch 1688 | loss: 0.0311608 | val_loss: 0.0311738 | Time: 4146.22 ms [2022-04-02 03:20:51 main:574] : INFO : Epoch 1689 | loss: 0.0311605 | val_loss: 0.0311739 | Time: 4165.88 ms [2022-04-02 03:20:56 main:574] : INFO : Epoch 1690 | loss: 0.0311597 | val_loss: 0.0311737 | Time: 4241.64 ms [2022-04-02 03:21:00 main:574] : INFO : Epoch 1691 | loss: 0.0311586 | val_loss: 0.0311735 | Time: 4446.43 ms [2022-04-02 03:21:04 main:574] : INFO : Epoch 1692 | loss: 0.0311587 | val_loss: 0.0311731 | Time: 4308.27 ms [2022-04-02 03:21:09 main:574] : INFO : Epoch 1693 | loss: 0.0311592 | val_loss: 0.0311739 | Time: 4259.59 ms [2022-04-02 03:21:13 main:574] : INFO : Epoch 1694 | loss: 0.0311578 | val_loss: 0.0311741 | Time: 4252.55 ms [2022-04-02 03:21:17 main:574] : INFO : Epoch 1695 | loss: 0.0311596 | val_loss: 0.0311773 | Time: 4198.34 ms [2022-04-02 03:21:21 main:574] : INFO : Epoch 1696 | loss: 0.0311608 | val_loss: 0.0311727 | Time: 4111.7 ms [2022-04-02 03:21:25 main:574] : INFO : Epoch 1697 | loss: 0.031158 | val_loss: 0.0311768 | Time: 4079.46 ms [2022-04-02 03:21:29 main:574] : INFO : Epoch 1698 | loss: 0.0311578 | val_loss: 0.0311761 | Time: 4153.03 ms [2022-04-02 03:21:33 main:574] : INFO : Epoch 1699 | loss: 0.0311587 | val_loss: 0.0311732 | Time: 3952.17 ms [2022-04-02 03:21:37 main:574] : INFO : Epoch 1700 | loss: 0.0311597 | val_loss: 0.0311761 | Time: 3930.06 ms [2022-04-02 03:21:41 main:574] : INFO : Epoch 1701 | loss: 0.0311582 | val_loss: 0.031173 | Time: 4016.85 ms [2022-04-02 03:21:45 main:574] : INFO : Epoch 1702 | loss: 0.0311592 | val_loss: 0.0311731 | Time: 3975.89 ms [2022-04-02 03:21:49 main:574] : INFO : Epoch 1703 | loss: 0.0311595 | val_loss: 0.031172 | Time: 4161.39 ms [2022-04-02 03:21:53 main:574] : INFO : Epoch 1704 | loss: 0.0311587 | val_loss: 0.0311726 | Time: 3980.65 ms [2022-04-02 03:21:57 main:574] : INFO : Epoch 1705 | loss: 0.0311598 | val_loss: 0.0311736 | Time: 3893.22 ms [2022-04-02 03:22:01 main:574] : INFO : Epoch 1706 | loss: 0.0311584 | val_loss: 0.0311714 | Time: 3896.91 ms [2022-04-02 03:22:05 main:574] : INFO : Epoch 1707 | loss: 0.0311568 | val_loss: 0.0311712 | Time: 3790.76 ms [2022-04-02 03:22:09 main:574] : INFO : Epoch 1708 | loss: 0.0311576 | val_loss: 0.0311737 | Time: 3957.08 ms [2022-04-02 03:22:13 main:574] : INFO : Epoch 1709 | loss: 0.0311572 | val_loss: 0.0311738 | Time: 4211.82 ms [2022-04-02 03:22:18 main:574] : INFO : Epoch 1710 | loss: 0.0311568 | val_loss: 0.0311732 | Time: 4372.09 ms [2022-04-02 03:22:22 main:574] : INFO : Epoch 1711 | loss: 0.031156 | val_loss: 0.0311734 | Time: 4209.08 ms [2022-04-02 03:22:26 main:574] : INFO : Epoch 1712 | loss: 0.0311576 | val_loss: 0.031171 | Time: 4201.42 ms [2022-04-02 03:22:30 main:574] : INFO : Epoch 1713 | loss: 0.0311709 | val_loss: 0.0311959 | Time: 4095.38 ms [2022-04-02 03:22:34 main:574] : INFO : Epoch 1714 | loss: 0.0311899 | val_loss: 0.0312668 | Time: 4188.44 ms [2022-04-02 03:22:39 main:574] : INFO : Epoch 1715 | loss: 0.0326872 | val_loss: 0.0332811 | Time: 4251.91 ms [2022-04-02 03:22:43 main:574] : INFO : Epoch 1716 | loss: 0.0329627 | val_loss: 0.0317999 | Time: 4308.07 ms [2022-04-02 03:22:47 main:574] : INFO : Epoch 1717 | loss: 0.0313866 | val_loss: 0.0312907 | Time: 4226.12 ms [2022-04-02 03:22:51 main:574] : INFO : Epoch 1718 | loss: 0.0312447 | val_loss: 0.0312106 | Time: 4242.62 ms [2022-04-02 03:22:56 main:574] : INFO : Epoch 1719 | loss: 0.0312027 | val_loss: 0.0311965 | Time: 4195.72 ms [2022-04-02 03:23:00 main:574] : INFO : Epoch 1720 | loss: 0.0311933 | val_loss: 0.0311921 | Time: 4330.42 ms [2022-04-02 03:23:04 main:574] : INFO : Epoch 1721 | loss: 0.03119 | val_loss: 0.0311885 | Time: 4246.4 ms [2022-04-02 03:23:08 main:574] : INFO : Epoch 1722 | loss: 0.0311876 | val_loss: 0.0311878 | Time: 4338.15 ms [2022-04-02 03:23:13 main:574] : INFO : Epoch 1723 | loss: 0.0311858 | val_loss: 0.0311886 | Time: 4265.13 ms [2022-04-02 03:23:17 main:574] : INFO : Epoch 1724 | loss: 0.0311857 | val_loss: 0.0311865 | Time: 4146.46 ms [2022-04-02 03:23:21 main:574] : INFO : Epoch 1725 | loss: 0.0311845 | val_loss: 0.0311857 | Time: 3876.21 ms [2022-04-02 03:23:25 main:574] : INFO : Epoch 1726 | loss: 0.0311849 | val_loss: 0.0311859 | Time: 4173.48 ms [2022-04-02 03:23:29 main:574] : INFO : Epoch 1727 | loss: 0.0311847 | val_loss: 0.0311851 | Time: 4096.67 ms [2022-04-02 03:23:33 main:574] : INFO : Epoch 1728 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 4015.77 ms [2022-04-02 03:23:37 main:574] : INFO : Epoch 1729 | loss: 0.0311827 | val_loss: 0.0311853 | Time: 3902.78 ms [2022-04-02 03:23:41 main:574] : INFO : Epoch 1730 | loss: 0.0311824 | val_loss: 0.0311845 | Time: 3963.1 ms [2022-04-02 03:23:45 main:574] : INFO : Epoch 1731 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 3852.76 ms [2022-04-02 03:23:49 main:574] : INFO : Epoch 1732 | loss: 0.0311832 | val_loss: 0.031184 | Time: 3847.79 ms [2022-04-02 03:23:53 main:574] : INFO : Epoch 1733 | loss: 0.0311819 | val_loss: 0.0311842 | Time: 4001.58 ms [2022-04-02 03:23:57 main:574] : INFO : Epoch 1734 | loss: 0.0311821 | val_loss: 0.0311842 | Time: 4105.88 ms [2022-04-02 03:24:01 main:574] : INFO : Epoch 1735 | loss: 0.031181 | val_loss: 0.0311846 | Time: 3844.43 ms [2022-04-02 03:24:05 main:574] : INFO : Epoch 1736 | loss: 0.031181 | val_loss: 0.0311887 | Time: 4079.38 ms [2022-04-02 03:24:09 main:574] : INFO : Epoch 1737 | loss: 0.0311824 | val_loss: 0.0311838 | Time: 4155.85 ms [2022-04-02 03:24:13 main:574] : INFO : Epoch 1738 | loss: 0.0311812 | val_loss: 0.031184 | Time: 4111.88 ms [2022-04-02 03:24:17 main:574] : INFO : Epoch 1739 | loss: 0.0311807 | val_loss: 0.031182 | Time: 4206.47 ms [2022-04-02 03:24:22 main:574] : INFO : Epoch 1740 | loss: 0.0311801 | val_loss: 0.031183 | Time: 4332.96 ms [2022-04-02 03:24:26 main:574] : INFO : Epoch 1741 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 4241.56 ms [2022-04-02 03:24:30 main:574] : INFO : Epoch 1742 | loss: 0.0311794 | val_loss: 0.0311814 | Time: 4180.73 ms [2022-04-02 03:24:34 main:574] : INFO : Epoch 1743 | loss: 0.0311789 | val_loss: 0.0311813 | Time: 4127.37 ms [2022-04-02 03:24:38 main:574] : INFO : Epoch 1744 | loss: 0.031178 | val_loss: 0.0311813 | Time: 4131.73 ms [2022-04-02 03:24:43 main:574] : INFO : Epoch 1745 | loss: 0.0311785 | val_loss: 0.0311851 | Time: 4309.77 ms [2022-04-02 03:24:47 main:574] : INFO : Epoch 1746 | loss: 0.0311805 | val_loss: 0.0311868 | Time: 4335.81 ms [2022-04-02 03:24:51 main:574] : INFO : Epoch 1747 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 4197.72 ms [2022-04-02 03:24:55 main:574] : INFO : Epoch 1748 | loss: 0.0311781 | val_loss: 0.0311807 | Time: 4175.13 ms [2022-04-02 03:25:00 main:574] : INFO : Epoch 1749 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 4262.09 ms [2022-04-02 03:25:04 main:574] : INFO : Epoch 1750 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 4253.28 ms [2022-04-02 03:25:08 main:574] : INFO : Epoch 1751 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 4282.81 ms [2022-04-02 03:25:12 main:574] : INFO : Epoch 1752 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 4033.69 ms [2022-04-02 03:25:16 main:574] : INFO : Epoch 1753 | loss: 0.0311768 | val_loss: 0.0311796 | Time: 3977.71 ms [2022-04-02 03:25:20 main:574] : INFO : Epoch 1754 | loss: 0.0311763 | val_loss: 0.031183 | Time: 3907.73 ms [2022-04-02 03:25:24 main:574] : INFO : Epoch 1755 | loss: 0.031178 | val_loss: 0.0311802 | Time: 3887.49 ms [2022-04-02 03:25:28 main:574] : INFO : Epoch 1756 | loss: 0.0311791 | val_loss: 0.0311795 | Time: 3838.59 ms [2022-04-02 03:25:32 main:574] : INFO : Epoch 1757 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 3848.25 ms [2022-04-02 03:25:35 main:574] : INFO : Epoch 1758 | loss: 0.0311762 | val_loss: 0.0311789 | Time: 3801.09 ms [2022-04-02 03:25:39 main:574] : INFO : Epoch 1759 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 3763.55 ms [2022-04-02 03:25:43 main:574] : INFO : Epoch 1760 | loss: 0.0311756 | val_loss: 0.0311792 | Time: 3904.26 ms [2022-04-02 03:25:47 main:574] : INFO : Epoch 1761 | loss: 0.0311765 | val_loss: 0.0311799 | Time: 4019.82 ms [2022-04-02 03:25:51 main:574] : INFO : Epoch 1762 | loss: 0.0311767 | val_loss: 0.0311785 | Time: 4064.22 ms [2022-04-02 03:25:55 main:574] : INFO : Epoch 1763 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 3981.71 ms [2022-04-02 03:25:59 main:574] : INFO : Epoch 1764 | loss: 0.0311765 | val_loss: 0.03118 | Time: 4115.33 ms [2022-04-02 03:26:03 main:574] : INFO : Epoch 1765 | loss: 0.0311761 | val_loss: 0.03118 | Time: 4125.49 ms [2022-04-02 03:26:08 main:574] : INFO : Epoch 1766 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 4220.3 ms [2022-04-02 03:26:12 main:574] : INFO : Epoch 1767 | loss: 0.0311749 | val_loss: 0.0311823 | Time: 4577.63 ms [2022-04-02 03:26:16 main:574] : INFO : Epoch 1768 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 4230.88 ms [2022-04-02 03:26:21 main:574] : INFO : Epoch 1769 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 4170.71 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2022-04-02 04:31:56 main:435] : INFO : Set logging level to 1 [2022-04-02 04:31:56 main:441] : INFO : Running in BOINC Client mode [2022-04-02 04:31:56 main:444] : INFO : Resolving all filenames [2022-04-02 04:31:56 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-02 04:31:56 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-02 04:31:56 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-02 04:31:56 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-02 04:31:56 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-02 04:31:56 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-02 04:31:56 main:474] : INFO : Configuration: [2022-04-02 04:31:56 main:475] : INFO : Model type: GRU [2022-04-02 04:31:56 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-02 04:31:56 main:477] : INFO : Max Epochs: 2048 [2022-04-02 04:31:56 main:478] : INFO : Batch Size: 128 [2022-04-02 04:31:56 main:479] : INFO : Learning Rate: 0.01 [2022-04-02 04:31:56 main:480] : INFO : Patience: 10 [2022-04-02 04:31:56 main:481] : INFO : Hidden Width: 12 [2022-04-02 04:31:56 main:482] : INFO : # Recurrent Layers: 4 [2022-04-02 04:31:56 main:483] : INFO : # Backend Layers: 4 [2022-04-02 04:31:56 main:484] : INFO : # Threads: 1 [2022-04-02 04:31:56 main:486] : INFO : Preparing Dataset [2022-04-02 04:31:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-02 04:31:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-02 04:31:58 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-02 04:31:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-02 04:31:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-02 04:31:58 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-02 04:31:58 main:494] : INFO : Creating Model [2022-04-02 04:31:58 main:507] : INFO : Preparing config file [2022-04-02 04:31:58 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-02 04:31:58 main:512] : INFO : Loading config [2022-04-02 04:31:58 main:514] : INFO : Loading state [2022-04-02 04:31:59 main:559] : INFO : Loading DataLoader into Memory [2022-04-02 04:31:59 main:562] : INFO : Starting Training [2022-04-02 04:32:03 main:574] : INFO : Epoch 1770 | loss: 0.0314191 | val_loss: 0.0312588 | Time: 4134.33 ms [2022-04-02 04:32:07 main:574] : INFO : Epoch 1771 | loss: 0.0312363 | val_loss: 0.0312141 | Time: 3824.22 ms [2022-04-02 04:32:11 main:574] : INFO : Epoch 1772 | loss: 0.0311996 | val_loss: 0.0311927 | Time: 3853.14 ms [2022-04-02 04:32:15 main:574] : INFO : Epoch 1773 | loss: 0.0311873 | val_loss: 0.0311837 | Time: 3963.69 ms [2022-04-02 04:32:19 main:574] : INFO : Epoch 1774 | loss: 0.03118 | val_loss: 0.0311809 | Time: 4045.7 ms [2022-04-02 04:32:22 main:574] : INFO : Epoch 1775 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 3888.99 ms [2022-04-02 04:32:26 main:574] : INFO : Epoch 1776 | loss: 0.0311753 | val_loss: 0.0311767 | Time: 3836.11 ms [2022-04-02 04:32:30 main:574] : INFO : Epoch 1777 | loss: 0.0311747 | val_loss: 0.0311754 | Time: 3925.47 ms [2022-04-02 04:32:34 main:574] : INFO : Epoch 1778 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 4049.7 ms [2022-04-02 04:32:38 main:574] : INFO : Epoch 1779 | loss: 0.0311731 | val_loss: 0.0311734 | Time: 4087.31 ms [2022-04-02 04:32:43 main:574] : INFO : Epoch 1780 | loss: 0.0311746 | val_loss: 0.0311748 | Time: 4216.83 ms [2022-04-02 04:32:47 main:574] : INFO : Epoch 1781 | loss: 0.0311748 | val_loss: 0.0311768 | Time: 4112.05 ms [2022-04-02 04:32:51 main:574] : INFO : Epoch 1782 | loss: 0.0311713 | val_loss: 0.0311725 | Time: 4156.83 ms [2022-04-02 04:32:55 main:574] : INFO : Epoch 1783 | loss: 0.0311709 | val_loss: 0.0311732 | Time: 4074.31 ms [2022-04-02 04:32:59 main:574] : INFO : Epoch 1784 | loss: 0.0311721 | val_loss: 0.0311749 | Time: 4189.73 ms [2022-04-02 04:33:03 main:574] : INFO : Epoch 1785 | loss: 0.0311703 | val_loss: 0.0311729 | Time: 4173.04 ms [2022-04-02 04:33:08 main:574] : INFO : Epoch 1786 | loss: 0.0311686 | val_loss: 0.031172 | Time: 4383.6 ms [2022-04-02 04:33:12 main:574] : INFO : Epoch 1787 | loss: 0.0311682 | val_loss: 0.0311699 | Time: 4070.13 ms [2022-04-02 04:33:16 main:574] : INFO : Epoch 1788 | loss: 0.0311702 | val_loss: 0.0311718 | Time: 4108.62 ms [2022-04-02 04:33:20 main:574] : INFO : Epoch 1789 | loss: 0.0311668 | val_loss: 0.0311704 | Time: 4129.58 ms [2022-04-02 04:33:24 main:574] : INFO : Epoch 1790 | loss: 0.0311647 | val_loss: 0.031172 | Time: 4211.26 ms [2022-04-02 04:33:29 main:574] : INFO : Epoch 1791 | loss: 0.031166 | val_loss: 0.0311733 | Time: 4226.9 ms [2022-04-02 04:33:33 main:574] : INFO : Epoch 1792 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 4278.17 ms [2022-04-02 04:33:37 main:574] : INFO : Epoch 1793 | loss: 0.0311644 | val_loss: 0.0311729 | Time: 4199.31 ms [2022-04-02 04:33:41 main:574] : INFO : Epoch 1794 | loss: 0.0311637 | val_loss: 0.0311689 | Time: 4044.97 ms [2022-04-02 04:33:45 main:574] : INFO : Epoch 1795 | loss: 0.0311633 | val_loss: 0.0311705 | Time: 3781.57 ms [2022-04-02 04:33:49 main:574] : INFO : Epoch 1796 | loss: 0.0311658 | val_loss: 0.0311702 | Time: 3952.7 ms [2022-04-02 04:33:53 main:574] : INFO : Epoch 1797 | loss: 0.0311674 | val_loss: 0.0311738 | Time: 3821.68 ms [2022-04-02 04:33:57 main:574] : INFO : Epoch 1798 | loss: 0.0311681 | val_loss: 0.0311694 | Time: 3905.83 ms [2022-04-02 04:34:00 main:574] : INFO : Epoch 1799 | loss: 0.0311661 | val_loss: 0.0311683 | Time: 3806.12 ms [2022-04-02 04:34:04 main:574] : INFO : Epoch 1800 | loss: 0.0311648 | val_loss: 0.031169 | Time: 3887.32 ms [2022-04-02 04:34:08 main:574] : INFO : Epoch 1801 | loss: 0.0311649 | val_loss: 0.0311677 | Time: 3921.82 ms [2022-04-02 04:34:12 main:574] : INFO : Epoch 1802 | loss: 0.0311649 | val_loss: 0.0311668 | Time: 3974.77 ms [2022-04-02 04:34:16 main:574] : INFO : Epoch 1803 | loss: 0.031164 | val_loss: 0.0311671 | Time: 3867.72 ms [2022-04-02 04:34:20 main:574] : INFO : Epoch 1804 | loss: 0.0311638 | val_loss: 0.0311689 | Time: 3806.06 ms [2022-04-02 04:34:24 main:574] : INFO : Epoch 1805 | loss: 0.0311624 | val_loss: 0.0311664 | Time: 3875.09 ms [2022-04-02 04:34:28 main:574] : INFO : Epoch 1806 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 4040.75 ms [2022-04-02 04:34:32 main:574] : INFO : Epoch 1807 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 4217.42 ms [2022-04-02 04:34:36 main:574] : INFO : Epoch 1808 | loss: 0.0311619 | val_loss: 0.031168 | Time: 4206.83 ms [2022-04-02 04:34:40 main:574] : INFO : Epoch 1809 | loss: 0.0311606 | val_loss: 0.0311672 | Time: 4031.76 ms [2022-04-02 04:34:44 main:574] : INFO : Epoch 1810 | loss: 0.0311596 | val_loss: 0.0311655 | Time: 4068.75 ms [2022-04-02 04:34:48 main:574] : INFO : Epoch 1811 | loss: 0.0311591 | val_loss: 0.0311649 | Time: 4073.59 ms [2022-04-02 04:34:53 main:574] : INFO : Epoch 1812 | loss: 0.0311584 | val_loss: 0.031166 | Time: 4174.9 ms [2022-04-02 04:34:57 main:574] : INFO : Epoch 1813 | loss: 0.0311599 | val_loss: 0.0311686 | Time: 4270.25 ms [2022-04-02 04:35:01 main:574] : INFO : Epoch 1814 | loss: 0.0311582 | val_loss: 0.0311676 | Time: 4274.66 ms [2022-04-02 04:35:05 main:574] : INFO : Epoch 1815 | loss: 0.0311588 | val_loss: 0.0311648 | Time: 4081.4 ms [2022-04-02 04:35:09 main:574] : INFO : Epoch 1816 | loss: 0.0311594 | val_loss: 0.0311677 | Time: 4100.73 ms [2022-04-02 04:35:13 main:574] : INFO : Epoch 1817 | loss: 0.0311593 | val_loss: 0.0311654 | Time: 4150.54 ms [2022-04-02 04:35:18 main:574] : INFO : Epoch 1818 | loss: 0.0311585 | val_loss: 0.0311658 | Time: 4250.74 ms [2022-04-02 04:35:22 main:574] : INFO : Epoch 1819 | loss: 0.0311581 | val_loss: 0.0311644 | Time: 4249.01 ms [2022-04-02 04:35:26 main:574] : INFO : Epoch 1820 | loss: 0.0311621 | val_loss: 0.0311743 | Time: 4236.87 ms [2022-04-02 04:35:30 main:574] : INFO : Epoch 1821 | loss: 0.0311673 | val_loss: 0.0311679 | Time: 4124.61 ms [2022-04-02 04:35:34 main:574] : INFO : Epoch 1822 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 3799.75 ms [2022-04-02 04:35:38 main:574] : INFO : Epoch 1823 | loss: 0.0311646 | val_loss: 0.0311665 | Time: 3790.84 ms [2022-04-02 04:35:42 main:574] : INFO : Epoch 1824 | loss: 0.0311617 | val_loss: 0.0311704 | Time: 3840.24 ms [2022-04-02 04:35:45 main:574] : INFO : Epoch 1825 | loss: 0.031162 | val_loss: 0.0311711 | Time: 3682.48 ms [2022-04-02 04:35:49 main:574] : INFO : Epoch 1826 | loss: 0.0311598 | val_loss: 0.0311668 | Time: 3980.53 ms [2022-04-02 04:35:54 main:574] : INFO : Epoch 1827 | loss: 0.0311608 | val_loss: 0.0311674 | Time: 4217.03 ms [2022-04-02 04:35:58 main:574] : INFO : Epoch 1828 | loss: 0.0311602 | val_loss: 0.031167 | Time: 4202.19 ms [2022-04-02 04:36:02 main:574] : INFO : Epoch 1829 | loss: 0.0311588 | val_loss: 0.0311657 | Time: 4129.83 ms [2022-04-02 04:36:06 main:574] : INFO : Epoch 1830 | loss: 0.0311588 | val_loss: 0.0311668 | Time: 4077.17 ms [2022-04-02 04:36:10 main:574] : INFO : Epoch 1831 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 3912.01 ms [2022-04-02 04:36:14 main:574] : INFO : Epoch 1832 | loss: 0.0311569 | val_loss: 0.0311669 | Time: 4440.76 ms [2022-04-02 04:36:19 main:574] : INFO : Epoch 1833 | loss: 0.0311562 | val_loss: 0.0311664 | Time: 4053.23 ms [2022-04-02 04:36:23 main:574] : INFO : Epoch 1834 | loss: 0.0311566 | val_loss: 0.0311671 | Time: 4214.53 ms [2022-04-02 04:36:27 main:574] : INFO : Epoch 1835 | loss: 0.0311554 | val_loss: 0.0311653 | Time: 4246.51 ms [2022-04-02 04:36:31 main:574] : INFO : Epoch 1836 | loss: 0.0311558 | val_loss: 0.0311653 | Time: 4065.98 ms [2022-04-02 04:36:35 main:574] : INFO : Epoch 1837 | loss: 0.0311561 | val_loss: 0.031165 | Time: 3648.65 ms [2022-04-02 04:36:38 main:574] : INFO : Epoch 1838 | loss: 0.031155 | val_loss: 0.0311649 | Time: 3720.26 ms [2022-04-02 04:36:42 main:574] : INFO : Epoch 1839 | loss: 0.0311552 | val_loss: 0.0311676 | Time: 3891.03 ms [2022-04-02 04:36:46 main:574] : INFO : Epoch 1840 | loss: 0.031155 | val_loss: 0.0311666 | Time: 4013.97 ms [2022-04-02 04:36:50 main:574] : INFO : Epoch 1841 | loss: 0.0311546 | val_loss: 0.0311673 | Time: 3994.08 ms [2022-04-02 04:36:54 main:574] : INFO : Epoch 1842 | loss: 0.0311545 | val_loss: 0.0311669 | Time: 3993.6 ms [2022-04-02 04:36:58 main:574] : INFO : Epoch 1843 | loss: 0.0311542 | val_loss: 0.0311669 | Time: 3801.2 ms [2022-04-02 04:37:02 main:574] : INFO : Epoch 1844 | loss: 0.0311546 | val_loss: 0.031168 | Time: 3832.12 ms [2022-04-02 04:37:06 main:574] : INFO : Epoch 1845 | loss: 0.0311558 | val_loss: 0.0311655 | Time: 3749.78 ms [2022-04-02 04:37:09 main:574] : INFO : Epoch 1846 | loss: 0.0311583 | val_loss: 0.0311641 | Time: 3733.53 ms [2022-04-02 04:37:13 main:574] : INFO : Epoch 1847 | loss: 0.0311539 | val_loss: 0.0311648 | Time: 3804.18 ms [2022-04-02 04:37:17 main:574] : INFO : Epoch 1848 | loss: 0.0311549 | val_loss: 0.031165 | Time: 3740.1 ms [2022-04-02 04:37:21 main:574] : INFO : Epoch 1849 | loss: 0.031157 | val_loss: 0.0311627 | Time: 3755.8 ms [2022-04-02 04:37:25 main:574] : INFO : Epoch 1850 | loss: 0.0311575 | val_loss: 0.0311628 | Time: 3843.09 ms [2022-04-02 04:37:29 main:574] : INFO : Epoch 1851 | loss: 0.0311568 | val_loss: 0.0311646 | Time: 4009.18 ms [2022-04-02 04:37:33 main:574] : INFO : Epoch 1852 | loss: 0.0311574 | val_loss: 0.031163 | Time: 4226.96 ms [2022-04-02 04:37:37 main:574] : INFO : Epoch 1853 | loss: 0.0311557 | val_loss: 0.0311611 | Time: 4018.6 ms [2022-04-02 04:37:41 main:574] : INFO : Epoch 1854 | loss: 0.0311576 | val_loss: 0.0311623 | Time: 4101.5 ms [2022-04-02 04:37:45 main:574] : INFO : Epoch 1855 | loss: 0.0311572 | val_loss: 0.0311657 | Time: 4117.58 ms [2022-04-02 04:37:49 main:574] : INFO : Epoch 1856 | loss: 0.0311579 | val_loss: 0.0311616 | Time: 4173.01 ms [2022-04-02 04:37:53 main:574] : INFO : Epoch 1857 | loss: 0.0311557 | val_loss: 0.0311621 | Time: 4049.36 ms [2022-04-02 04:37:58 main:574] : INFO : Epoch 1858 | loss: 0.0311548 | val_loss: 0.0311642 | Time: 4184.74 ms [2022-04-02 04:38:02 main:574] : INFO : Epoch 1859 | loss: 0.0311547 | val_loss: 0.0311621 | Time: 4173.86 ms [2022-04-02 04:38:06 main:574] : INFO : Epoch 1860 | loss: 0.0311535 | val_loss: 0.031164 | Time: 4268.17 ms [2022-04-02 04:38:10 main:574] : INFO : Epoch 1861 | loss: 0.0311553 | val_loss: 0.031166 | Time: 4397.07 ms [2022-04-02 04:38:15 main:574] : INFO : Epoch 1862 | loss: 0.0311583 | val_loss: 0.0311644 | Time: 4096.57 ms [2022-04-02 04:38:19 main:574] : INFO : Epoch 1863 | loss: 0.0311593 | val_loss: 0.031164 | Time: 4034.67 ms [2022-04-02 04:38:23 main:574] : INFO : Epoch 1864 | loss: 0.0311572 | val_loss: 0.0311679 | Time: 4027.34 ms [2022-04-02 04:38:27 main:574] : INFO : Epoch 1865 | loss: 0.0311563 | val_loss: 0.0311625 | Time: 4162.06 ms [2022-04-02 04:38:31 main:574] : INFO : Epoch 1866 | loss: 0.0311542 | val_loss: 0.0311635 | Time: 4291.18 ms [2022-04-02 04:38:35 main:574] : INFO : Epoch 1867 | loss: 0.031155 | val_loss: 0.0311632 | Time: 4216.29 ms [2022-04-02 04:38:39 main:574] : INFO : Epoch 1868 | loss: 0.0311538 | val_loss: 0.0311634 | Time: 4101.45 ms [2022-04-02 04:38:43 main:574] : INFO : Epoch 1869 | loss: 0.0311541 | val_loss: 0.0311675 | Time: 4046.23 ms [2022-04-02 04:38:47 main:574] : INFO : Epoch 1870 | loss: 0.0311598 | val_loss: 0.0311683 | Time: 3927.52 ms [2022-04-02 04:38:51 main:574] : INFO : Epoch 1871 | loss: 0.0311595 | val_loss: 0.0311739 | Time: 3946.14 ms [2022-04-02 04:38:55 main:574] : INFO : Epoch 1872 | loss: 0.0311582 | val_loss: 0.0311642 | Time: 3874.52 ms [2022-04-02 04:38:59 main:574] : INFO : Epoch 1873 | loss: 0.0311562 | val_loss: 0.0311637 | Time: 3933.73 ms [2022-04-02 04:39:03 main:574] : INFO : Epoch 1874 | loss: 0.0311576 | val_loss: 0.0311646 | Time: 3788.95 ms [2022-04-02 04:39:07 main:574] : INFO : Epoch 1875 | loss: 0.0311553 | val_loss: 0.0311606 | Time: 3792.95 ms [2022-04-02 04:39:11 main:574] : INFO : Epoch 1876 | loss: 0.031154 | val_loss: 0.0311644 | Time: 3830.74 ms [2022-04-02 04:39:14 main:574] : INFO : Epoch 1877 | loss: 0.0311536 | val_loss: 0.0311638 | Time: 3873.14 ms [2022-04-02 04:39:18 main:574] : INFO : Epoch 1878 | loss: 0.031156 | val_loss: 0.0311683 | Time: 3948.3 ms [2022-04-02 04:39:22 main:574] : INFO : Epoch 1879 | loss: 0.0311552 | val_loss: 0.0311628 | Time: 3894.62 ms [2022-04-02 04:39:26 main:574] : INFO : Epoch 1880 | loss: 0.0311541 | val_loss: 0.0311621 | Time: 3932.85 ms [2022-04-02 04:39:30 main:574] : INFO : Epoch 1881 | loss: 0.0311564 | val_loss: 0.0311628 | Time: 3838.77 ms [2022-04-02 04:39:34 main:574] : INFO : Epoch 1882 | loss: 0.0311546 | val_loss: 0.0311613 | Time: 3939.17 ms [2022-04-02 04:39:38 main:574] : INFO : Epoch 1883 | loss: 0.0311532 | val_loss: 0.0311601 | Time: 3980.42 ms [2022-04-02 04:39:42 main:574] : INFO : Epoch 1884 | loss: 0.0311537 | val_loss: 0.0311599 | Time: 4006.05 ms [2022-04-02 04:39:46 main:574] : INFO : Epoch 1885 | loss: 0.0311527 | val_loss: 0.0311601 | Time: 4171.15 ms [2022-04-02 04:39:50 main:574] : INFO : Epoch 1886 | loss: 0.031157 | val_loss: 0.0311631 | Time: 4220.31 ms [2022-04-02 04:39:55 main:574] : INFO : Epoch 1887 | loss: 0.0311591 | val_loss: 0.0311672 | Time: 4201.22 ms [2022-04-02 04:39:59 main:574] : INFO : Epoch 1888 | loss: 0.0311548 | val_loss: 0.0311622 | Time: 4129.25 ms [2022-04-02 04:40:03 main:574] : INFO : Epoch 1889 | loss: 0.0311543 | val_loss: 0.0311641 | Time: 4257.72 ms [2022-04-02 04:40:07 main:574] : INFO : Epoch 1890 | loss: 0.0311573 | val_loss: 0.0311659 | Time: 4199.51 ms [2022-04-02 04:40:11 main:574] : INFO : Epoch 1891 | loss: 0.0311631 | val_loss: 0.0311654 | Time: 4249.92 ms [2022-04-02 04:40:16 main:574] : INFO : Epoch 1892 | loss: 0.0311618 | val_loss: 0.0311626 | Time: 4234.32 ms [2022-04-02 04:40:20 main:574] : INFO : Epoch 1893 | loss: 0.0311621 | val_loss: 0.0311664 | Time: 4145.21 ms [2022-04-02 04:40:24 main:574] : INFO : Epoch 1894 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 4159.08 ms [2022-04-02 04:40:28 main:574] : INFO : Epoch 1895 | loss: 0.0311768 | val_loss: 0.0311734 | Time: 4142.04 ms [2022-04-02 04:40:32 main:574] : INFO : Epoch 1896 | loss: 0.031176 | val_loss: 0.0311716 | Time: 4192.14 ms [2022-04-02 04:40:37 main:574] : INFO : Epoch 1897 | loss: 0.0311721 | val_loss: 0.0311697 | Time: 4241.43 ms [2022-04-02 04:40:41 main:574] : INFO : Epoch 1898 | loss: 0.031168 | val_loss: 0.0311666 | Time: 4302.16 ms [2022-04-02 04:40:45 main:574] : INFO : Epoch 1899 | loss: 0.031166 | val_loss: 0.0311655 | Time: 3834.18 ms [2022-04-02 04:40:49 main:574] : INFO : Epoch 1900 | loss: 0.0311637 | val_loss: 0.0311658 | Time: 4007.27 ms [2022-04-02 04:40:53 main:574] : INFO : Epoch 1901 | loss: 0.0311636 | val_loss: 0.0311692 | Time: 3790.1 ms [2022-04-02 04:40:56 main:574] : INFO : Epoch 1902 | loss: 0.0311645 | val_loss: 0.0311675 | Time: 3856.86 ms [2022-04-02 04:41:01 main:574] : INFO : Epoch 1903 | loss: 0.0311647 | val_loss: 0.0311658 | Time: 4084.74 ms [2022-04-02 04:41:05 main:574] : INFO : Epoch 1904 | loss: 0.0311611 | val_loss: 0.0311651 | Time: 3984.48 ms [2022-04-02 04:41:08 main:574] : INFO : Epoch 1905 | loss: 0.0311616 | val_loss: 0.0311658 | Time: 3858.53 ms [2022-04-02 04:41:12 main:574] : INFO : Epoch 1906 | loss: 0.0311622 | val_loss: 0.0311658 | Time: 3834 ms [2022-04-02 04:41:16 main:574] : INFO : Epoch 1907 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 3778.6 ms [2022-04-02 04:41:20 main:574] : INFO : Epoch 1908 | loss: 0.0311604 | val_loss: 0.0311666 | Time: 3754.15 ms [2022-04-02 04:41:24 main:574] : INFO : Epoch 1909 | loss: 0.0311581 | val_loss: 0.0311665 | Time: 3964.39 ms [2022-04-02 04:41:28 main:574] : INFO : Epoch 1910 | loss: 0.0311595 | val_loss: 0.0311668 | Time: 4118.82 ms [2022-04-02 04:41:32 main:574] : INFO : Epoch 1911 | loss: 0.0311572 | val_loss: 0.0311672 | Time: 4175.75 ms [2022-04-02 04:41:36 main:574] : INFO : Epoch 1912 | loss: 0.0311569 | val_loss: 0.0311672 | Time: 4067.23 ms [2022-04-02 04:41:40 main:574] : INFO : Epoch 1913 | loss: 0.0311598 | val_loss: 0.031165 | Time: 4132.25 ms [2022-04-02 04:41:44 main:574] : INFO : Epoch 1914 | loss: 0.0311576 | val_loss: 0.0311649 | Time: 4109.65 ms [2022-04-02 04:41:48 main:574] : INFO : Epoch 1915 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 4152.02 ms [2022-04-02 04:41:53 main:574] : INFO : Epoch 1916 | loss: 0.0311573 | val_loss: 0.0311637 | Time: 4328.01 ms [2022-04-02 04:41:57 main:574] : INFO : Epoch 1917 | loss: 0.0311563 | val_loss: 0.0311655 | Time: 4331.39 ms [2022-04-02 04:42:01 main:574] : INFO : Epoch 1918 | loss: 0.031157 | val_loss: 0.0311669 | Time: 4167.14 ms [2022-04-02 04:42:05 main:574] : INFO : Epoch 1919 | loss: 0.0311606 | val_loss: 0.0311659 | Time: 4079.93 ms [2022-04-02 04:42:10 main:574] : INFO : Epoch 1920 | loss: 0.0311613 | val_loss: 0.0311715 | Time: 4250.56 ms [2022-04-02 04:42:14 main:574] : INFO : Epoch 1921 | loss: 0.0311611 | val_loss: 0.0311666 | Time: 4209.04 ms [2022-04-02 04:42:18 main:574] : INFO : Epoch 1922 | loss: 0.0311586 | val_loss: 0.0311663 | Time: 4277.51 ms [2022-04-02 04:42:22 main:574] : INFO : Epoch 1923 | loss: 0.0311571 | val_loss: 0.031164 | Time: 4314.9 ms [2022-04-02 04:42:27 main:574] : INFO : Epoch 1924 | loss: 0.0311573 | val_loss: 0.0311653 | Time: 4162.06 ms [2022-04-02 04:42:31 main:574] : INFO : Epoch 1925 | loss: 0.0311572 | val_loss: 0.0311688 | Time: 4132.29 ms [2022-04-02 04:42:35 main:574] : INFO : Epoch 1926 | loss: 0.0311593 | val_loss: 0.0311676 | Time: 3932.96 ms [2022-04-02 04:42:38 main:574] : INFO : Epoch 1927 | loss: 0.0311583 | val_loss: 0.0311652 | Time: 3762.28 ms [2022-04-02 04:42:42 main:574] : INFO : Epoch 1928 | loss: 0.0311594 | val_loss: 0.0311658 | Time: 3882.56 ms [2022-04-02 04:42:46 main:574] : INFO : Epoch 1929 | loss: 0.0311603 | val_loss: 0.0311691 | Time: 3890.01 ms [2022-04-02 04:42:50 main:574] : INFO : Epoch 1930 | loss: 0.0311611 | val_loss: 0.0311678 | Time: 4034.78 ms [2022-04-02 04:42:54 main:574] : INFO : Epoch 1931 | loss: 0.0311613 | val_loss: 0.0311654 | Time: 3931.05 ms [2022-04-02 04:42:58 main:574] : INFO : Epoch 1932 | loss: 0.0311597 | val_loss: 0.0311649 | Time: 3826.58 ms [2022-04-02 04:43:02 main:574] : INFO : Epoch 1933 | loss: 0.0311578 | val_loss: 0.0311629 | Time: 3867.7 ms [2022-04-02 04:43:06 main:574] : INFO : Epoch 1934 | loss: 0.0311583 | val_loss: 0.0311683 | Time: 3953.17 ms [2022-04-02 04:43:10 main:574] : INFO : Epoch 1935 | loss: 0.0311565 | val_loss: 0.0311622 | Time: 3928.33 ms [2022-04-02 04:43:14 main:574] : INFO : Epoch 1936 | loss: 0.0311556 | val_loss: 0.0311636 | Time: 3829.17 ms [2022-04-02 04:43:18 main:574] : INFO : Epoch 1937 | loss: 0.031156 | val_loss: 0.031166 | Time: 3862.88 ms [2022-04-02 04:43:22 main:574] : INFO : Epoch 1938 | loss: 0.0311617 | val_loss: 0.0311684 | Time: 4018.7 ms [2022-04-02 04:43:26 main:574] : INFO : Epoch 1939 | loss: 0.0311605 | val_loss: 0.0311691 | Time: 4053.15 ms [2022-04-02 04:43:30 main:574] : INFO : Epoch 1940 | loss: 0.0311588 | val_loss: 0.0311688 | Time: 4360.54 ms [2022-04-02 04:43:34 main:574] : INFO : Epoch 1941 | loss: 0.031158 | val_loss: 0.0311684 | Time: 4155.41 ms [2022-04-02 04:43:38 main:574] : INFO : Epoch 1942 | loss: 0.0311575 | val_loss: 0.0311669 | Time: 4128.91 ms [2022-04-02 04:43:42 main:574] : INFO : Epoch 1943 | loss: 0.031155 | val_loss: 0.031165 | Time: 4040 ms [2022-04-02 04:43:46 main:574] : INFO : Epoch 1944 | loss: 0.0311546 | val_loss: 0.0311664 | Time: 4083.87 ms [2022-04-02 04:43:51 main:574] : INFO : Epoch 1945 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 4136.47 ms [2022-04-02 04:43:55 main:574] : INFO : Epoch 1946 | loss: 0.0311537 | val_loss: 0.0311644 | Time: 4053.19 ms [2022-04-02 04:43:59 main:574] : INFO : Epoch 1947 | loss: 0.0311546 | val_loss: 0.0311659 | Time: 4115.83 ms [2022-04-02 04:44:03 main:574] : INFO : Epoch 1948 | loss: 0.0311593 | val_loss: 0.0311679 | Time: 4194.91 ms [2022-04-02 04:44:07 main:574] : INFO : Epoch 1949 | loss: 0.0311596 | val_loss: 0.0311643 | Time: 4266.48 ms [2022-04-02 04:44:12 main:574] : INFO : Epoch 1950 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 4392.72 ms [2022-04-02 04:44:16 main:574] : INFO : Epoch 1951 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 4258.4 ms [2022-04-02 04:44:20 main:574] : INFO : Epoch 1952 | loss: 0.0311578 | val_loss: 0.0311667 | Time: 4169.71 ms [2022-04-02 04:44:24 main:574] : INFO : Epoch 1953 | loss: 0.0311566 | val_loss: 0.0311642 | Time: 4128.98 ms [2022-04-02 04:44:28 main:574] : INFO : Epoch 1954 | loss: 0.0311558 | val_loss: 0.031166 | Time: 3898.07 ms [2022-04-02 04:44:32 main:574] : INFO : Epoch 1955 | loss: 0.0311555 | val_loss: 0.0311657 | Time: 3845.09 ms [2022-04-02 04:44:36 main:574] : INFO : Epoch 1956 | loss: 0.031155 | val_loss: 0.0311607 | Time: 3868.72 ms [2022-04-02 04:44:40 main:574] : INFO : Epoch 1957 | loss: 0.0311571 | val_loss: 0.0311605 | Time: 4032.12 ms [2022-04-02 04:44:44 main:574] : INFO : Epoch 1958 | loss: 0.0311546 | val_loss: 0.03116 | Time: 3903.47 ms [2022-04-02 04:44:48 main:574] : INFO : Epoch 1959 | loss: 0.0311565 | val_loss: 0.0311612 | Time: 3894.33 ms [2022-04-02 04:44:52 main:574] : INFO : Epoch 1960 | loss: 0.0311565 | val_loss: 0.0311645 | Time: 3884.85 ms [2022-04-02 04:44:56 main:574] : INFO : Epoch 1961 | loss: 0.0311559 | val_loss: 0.0311619 | Time: 3942.42 ms [2022-04-02 04:45:00 main:574] : INFO : Epoch 1962 | loss: 0.0311561 | val_loss: 0.0311652 | Time: 4036.22 ms [2022-04-02 04:45:04 main:574] : INFO : Epoch 1963 | loss: 0.0311568 | val_loss: 0.0311666 | Time: 4001.69 ms [2022-04-02 04:45:07 main:574] : INFO : Epoch 1964 | loss: 0.0311594 | val_loss: 0.0311639 | Time: 3873.62 ms [2022-04-02 04:45:11 main:574] : INFO : Epoch 1965 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 3828.05 ms [2022-04-02 04:45:15 main:574] : INFO : Epoch 1966 | loss: 0.0311586 | val_loss: 0.0311645 | Time: 3993.95 ms [2022-04-02 04:45:19 main:574] : INFO : Epoch 1967 | loss: 0.0311614 | val_loss: 0.0311756 | Time: 4123.64 ms [2022-04-02 04:45:24 main:574] : INFO : Epoch 1968 | loss: 0.0311682 | val_loss: 0.0311712 | Time: 4165.78 ms [2022-04-02 04:45:28 main:574] : INFO : Epoch 1969 | loss: 0.0311643 | val_loss: 0.0311686 | Time: 4184.26 ms [2022-04-02 04:45:32 main:574] : INFO : Epoch 1970 | loss: 0.0311636 | val_loss: 0.0311629 | Time: 4109.9 ms [2022-04-02 04:45:36 main:574] : INFO : Epoch 1971 | loss: 0.0311611 | val_loss: 0.0311708 | Time: 4104.7 ms [2022-04-02 04:45:40 main:574] : INFO : Epoch 1972 | loss: 0.0311632 | val_loss: 0.0311649 | Time: 4083.28 ms [2022-04-02 04:45:44 main:574] : INFO : Epoch 1973 | loss: 0.0311595 | val_loss: 0.0311665 | Time: 4089.67 ms [2022-04-02 04:45:48 main:574] : INFO : Epoch 1974 | loss: 0.0311607 | val_loss: 0.0311638 | Time: 4154.84 ms [2022-04-02 04:45:53 main:574] : INFO : Epoch 1975 | loss: 0.0311573 | val_loss: 0.0311626 | Time: 4194.54 ms [2022-04-02 04:45:57 main:574] : INFO : Epoch 1976 | loss: 0.0311573 | val_loss: 0.0311634 | Time: 4209.66 ms [2022-04-02 04:46:01 main:574] : INFO : Epoch 1977 | loss: 0.0311553 | val_loss: 0.0311667 | Time: 4199.03 ms [2022-04-02 04:46:05 main:574] : INFO : Epoch 1978 | loss: 0.0311559 | val_loss: 0.0311651 | Time: 4133.28 ms [2022-04-02 04:46:09 main:574] : INFO : Epoch 1979 | loss: 0.031155 | val_loss: 0.0311637 | Time: 4344.1 ms [2022-04-02 04:46:14 main:574] : INFO : Epoch 1980 | loss: 0.0311551 | val_loss: 0.0311658 | Time: 4309.3 ms [2022-04-02 04:46:18 main:574] : INFO : Epoch 1981 | loss: 0.0311558 | val_loss: 0.0311672 | Time: 4181.89 ms [2022-04-02 04:46:22 main:574] : INFO : Epoch 1982 | loss: 0.0311555 | val_loss: 0.0311672 | Time: 4115.05 ms [2022-04-02 04:46:26 main:574] : INFO : Epoch 1983 | loss: 0.0311553 | val_loss: 0.0311657 | Time: 3808.33 ms [2022-04-02 04:46:30 main:574] : INFO : Epoch 1984 | loss: 0.0311551 | val_loss: 0.0311679 | Time: 4043.38 ms [2022-04-02 04:46:34 main:574] : INFO : Epoch 1985 | loss: 0.0311564 | val_loss: 0.031168 | Time: 3734.7 ms [2022-04-02 04:46:37 main:574] : INFO : Epoch 1986 | loss: 0.0311583 | val_loss: 0.0311661 | Time: 3706.9 ms [2022-04-02 04:46:41 main:574] : INFO : Epoch 1987 | loss: 0.0311571 | val_loss: 0.0311659 | Time: 3904.15 ms [2022-04-02 04:46:45 main:574] : INFO : Epoch 1988 | loss: 0.0311555 | val_loss: 0.0311669 | Time: 4043 ms [2022-04-02 04:46:49 main:574] : INFO : Epoch 1989 | loss: 0.0311556 | val_loss: 0.031167 | Time: 4073.02 ms [2022-04-02 04:46:53 main:574] : INFO : Epoch 1990 | loss: 0.0311554 | val_loss: 0.0311691 | Time: 4075.99 ms [2022-04-02 04:46:57 main:574] : INFO : Epoch 1991 | loss: 0.0311586 | val_loss: 0.0311746 | Time: 3923.71 ms [2022-04-02 04:47:01 main:574] : INFO : Epoch 1992 | loss: 0.0311562 | val_loss: 0.0311627 | Time: 3935.47 ms [2022-04-02 04:47:06 main:574] : INFO : Epoch 1993 | loss: 0.0311559 | val_loss: 0.0311673 | Time: 4224.03 ms [2022-04-02 04:47:10 main:574] : INFO : Epoch 1994 | loss: 0.0311544 | val_loss: 0.0311672 | Time: 4464.93 ms [2022-04-02 04:47:14 main:574] : INFO : Epoch 1995 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 4215.46 ms [2022-04-02 04:47:18 main:574] : INFO : Epoch 1996 | loss: 0.0311536 | val_loss: 0.0311629 | Time: 4172.18 ms [2022-04-02 04:47:23 main:574] : INFO : Epoch 1997 | loss: 0.0311554 | val_loss: 0.0311656 | Time: 4200.52 ms [2022-04-02 04:47:27 main:574] : INFO : Epoch 1998 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 3884.11 ms [2022-04-02 04:47:30 main:574] : INFO : Epoch 1999 | loss: 0.0311608 | val_loss: 0.0311667 | Time: 3822.09 ms [2022-04-02 04:47:34 main:574] : INFO : Epoch 2000 | loss: 0.0311586 | val_loss: 0.0311642 | Time: 3787.13 ms [2022-04-02 04:47:38 main:574] : INFO : Epoch 2001 | loss: 0.0311592 | val_loss: 0.0311636 | Time: 3971.56 ms [2022-04-02 04:47:42 main:574] : INFO : Epoch 2002 | loss: 0.0311579 | val_loss: 0.0311673 | Time: 4014.15 ms [2022-04-02 04:47:46 main:574] : INFO : Epoch 2003 | loss: 0.0311638 | val_loss: 0.0311722 | Time: 3734.96 ms [2022-04-02 04:47:50 main:574] : INFO : Epoch 2004 | loss: 0.0311618 | val_loss: 0.0311684 | Time: 3878.81 ms [2022-04-02 04:47:54 main:574] : INFO : Epoch 2005 | loss: 0.0311573 | val_loss: 0.031169 | Time: 4048.81 ms [2022-04-02 04:47:58 main:574] : INFO : Epoch 2006 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 4067.43 ms [2022-04-02 04:48:02 main:574] : INFO : Epoch 2007 | loss: 0.0311559 | val_loss: 0.0311694 | Time: 3775.22 ms [2022-04-02 04:48:06 main:574] : INFO : Epoch 2008 | loss: 0.0311557 | val_loss: 0.0311671 | Time: 3817.47 ms [2022-04-02 04:48:09 main:574] : INFO : Epoch 2009 | loss: 0.0311552 | val_loss: 0.031166 | Time: 3812.63 ms [2022-04-02 04:48:13 main:574] : INFO : Epoch 2010 | loss: 0.0311556 | val_loss: 0.0311658 | Time: 3838.62 ms [2022-04-02 04:48:17 main:574] : INFO : Epoch 2011 | loss: 0.0311552 | val_loss: 0.0311659 | Time: 3785.82 ms [2022-04-02 04:48:21 main:574] : INFO : Epoch 2012 | loss: 0.0311574 | val_loss: 0.0311699 | Time: 4278.67 ms [2022-04-02 04:48:25 main:574] : INFO : Epoch 2013 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 4058.13 ms [2022-04-02 04:48:29 main:574] : INFO : Epoch 2014 | loss: 0.0311583 | val_loss: 0.0311648 | Time: 4042.31 ms [2022-04-02 04:48:34 main:574] : INFO : Epoch 2015 | loss: 0.0311557 | val_loss: 0.0311648 | Time: 4150.08 ms [2022-04-02 04:48:38 main:574] : INFO : Epoch 2016 | loss: 0.0311585 | val_loss: 0.0311674 | Time: 4081.42 ms [2022-04-02 04:48:42 main:574] : INFO : Epoch 2017 | loss: 0.0311561 | val_loss: 0.031167 | Time: 4158.62 ms [2022-04-02 04:48:46 main:574] : INFO : Epoch 2018 | loss: 0.0311563 | val_loss: 0.031171 | Time: 4069.01 ms [2022-04-02 04:48:50 main:574] : INFO : Epoch 2019 | loss: 0.0311619 | val_loss: 0.0311695 | Time: 4115.97 ms [2022-04-02 04:48:54 main:574] : INFO : Epoch 2020 | loss: 0.0311567 | val_loss: 0.0311662 | Time: 4165.16 ms [2022-04-02 04:48:58 main:574] : INFO : Epoch 2021 | loss: 0.0311554 | val_loss: 0.0311664 | Time: 4288.6 ms [2022-04-02 04:49:03 main:574] : INFO : Epoch 2022 | loss: 0.0311541 | val_loss: 0.0311654 | Time: 4216.3 ms [2022-04-02 04:49:07 main:574] : INFO : Epoch 2023 | loss: 0.0311529 | val_loss: 0.0311645 | Time: 4151.98 ms [2022-04-02 04:49:11 main:574] : INFO : Epoch 2024 | loss: 0.0311548 | val_loss: 0.031167 | Time: 4102.17 ms [2022-04-02 04:49:15 main:574] : INFO : Epoch 2025 | loss: 0.0311549 | val_loss: 0.0311666 | Time: 4189.2 ms [2022-04-02 04:49:19 main:574] : INFO : Epoch 2026 | loss: 0.0311543 | val_loss: 0.0311644 | Time: 4198.73 ms [2022-04-02 04:49:24 main:574] : INFO : Epoch 2027 | loss: 0.031153 | val_loss: 0.0311639 | Time: 4340.11 ms [2022-04-02 04:49:28 main:574] : INFO : Epoch 2028 | loss: 0.0311531 | val_loss: 0.0311635 | Time: 4283.57 ms [2022-04-02 04:49:32 main:574] : INFO : Epoch 2029 | loss: 0.0311518 | val_loss: 0.0311645 | Time: 4193.37 ms [2022-04-02 04:49:36 main:574] : INFO : Epoch 2030 | loss: 0.0311514 | val_loss: 0.031166 | Time: 3836.68 ms [2022-04-02 04:49:40 main:574] : INFO : Epoch 2031 | loss: 0.0311502 | val_loss: 0.0311646 | Time: 3852.92 ms [2022-04-02 04:49:44 main:574] : INFO : Epoch 2032 | loss: 0.0311511 | val_loss: 0.0311672 | Time: 3986.15 ms [2022-04-02 04:49:48 main:574] : INFO : Epoch 2033 | loss: 0.0311508 | val_loss: 0.0311653 | Time: 3921.56 ms [2022-04-02 04:49:52 main:574] : INFO : Epoch 2034 | loss: 0.0311497 | val_loss: 0.0311648 | Time: 4070.27 ms [2022-04-02 04:49:56 main:574] : INFO : Epoch 2035 | loss: 0.0311498 | val_loss: 0.0311647 | Time: 3754.08 ms [2022-04-02 04:49:59 main:574] : INFO : Epoch 2036 | loss: 0.0311498 | val_loss: 0.0311649 | Time: 3880.57 ms [2022-04-02 04:50:03 main:574] : INFO : Epoch 2037 | loss: 0.0311492 | val_loss: 0.0311652 | Time: 3785.63 ms [2022-04-02 04:50:07 main:574] : INFO : Epoch 2038 | loss: 0.0311505 | val_loss: 0.0311671 | Time: 3824.61 ms [2022-04-02 04:50:11 main:574] : INFO : Epoch 2039 | loss: 0.0311544 | val_loss: 0.0311656 | Time: 3930.96 ms [2022-04-02 04:50:15 main:574] : INFO : Epoch 2040 | loss: 0.0311538 | val_loss: 0.0311644 | Time: 3992.75 ms [2022-04-02 04:50:19 main:574] : INFO : Epoch 2041 | loss: 0.0311536 | val_loss: 0.031166 | Time: 3812.42 ms [2022-04-02 04:50:23 main:574] : INFO : Epoch 2042 | loss: 0.0311565 | val_loss: 0.0311663 | Time: 3939.59 ms [2022-04-02 04:50:27 main:574] : INFO : Epoch 2043 | loss: 0.0311598 | val_loss: 0.0311651 | Time: 3997.95 ms [2022-04-02 04:50:31 main:574] : INFO : Epoch 2044 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 4136.19 ms [2022-04-02 04:50:35 main:574] : INFO : Epoch 2045 | loss: 0.0311619 | val_loss: 0.0311686 | Time: 4393.21 ms [2022-04-02 04:50:40 main:574] : INFO : Epoch 2046 | loss: 0.0311584 | val_loss: 0.0311674 | Time: 4287.47 ms [2022-04-02 04:50:44 main:574] : INFO : Epoch 2047 | loss: 0.031158 | val_loss: 0.0311663 | Time: 4220.87 ms [2022-04-02 04:50:48 main:574] : INFO : Epoch 2048 | loss: 0.0311573 | val_loss: 0.031166 | Time: 4096.31 ms [2022-04-02 04:50:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031166 [2022-04-02 04:50:48 main:603] : INFO : Saving end state to config to file [2022-04-02 04:50:48 main:608] : INFO : Success, exiting.. 04:50:48 (22884): 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)