Task 10762995
| Name | ParityModified-1639950627-5907-2-0_0 |
| Workunit | 8078426 |
| Created | 14 Jan 2022, 12:34:34 UTC |
| Sent | 29 Jan 2022, 20:22:06 UTC |
| Report deadline | 6 Feb 2022, 20:22:06 UTC |
| Received | 2 Feb 2022, 14:42:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16459 |
| Run time | 2 hours 21 min 12 sec |
| CPU time | 2 hours 13 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 01-29 23:08:15 main:574] : INFO : Epoch 1578 | loss: 0.0311526 | val_loss: 0.0311669 | Time: 3957.95 ms [2022-01-29 23:08:19 main:574] : INFO : Epoch 1579 | loss: 0.0311519 | val_loss: 0.0311701 | Time: 4041.9 ms [2022-01-29 23:08:23 main:574] : INFO : Epoch 1580 | loss: 0.0311512 | val_loss: 0.0311669 | Time: 3914.41 ms [2022-01-29 23:08:27 main:574] : INFO : Epoch 1581 | loss: 0.0311498 | val_loss: 0.0311684 | Time: 3921.86 ms [2022-01-29 23:08:32 main:574] : INFO : Epoch 1582 | loss: 0.031149 | val_loss: 0.0311687 | Time: 4086.46 ms [2022-01-29 23:08:36 main:574] : INFO : Epoch 1583 | loss: 0.0311507 | val_loss: 0.0311675 | Time: 3765.68 ms [2022-01-29 23:08:40 main:574] : INFO : Epoch 1584 | loss: 0.0311523 | val_loss: 0.031167 | Time: 4001.88 ms [2022-01-29 23:08:43 main:574] : INFO : Epoch 1585 | loss: 0.0311516 | val_loss: 0.0311666 | Time: 3798.1 ms [2022-01-29 23:08:47 main:574] : INFO : Epoch 1586 | loss: 0.0311518 | val_loss: 0.0311654 | Time: 3819.43 ms [2022-01-29 23:08:51 main:574] : INFO : Epoch 1587 | loss: 0.0311513 | val_loss: 0.0311703 | Time: 4034.65 ms [2022-01-29 23:08:55 main:574] : INFO : Epoch 1588 | loss: 0.0311523 | val_loss: 0.0311676 | Time: 3845.31 ms [2022-01-29 23:08:59 main:574] : INFO : Epoch 1589 | loss: 0.0311583 | val_loss: 0.0311696 | Time: 3888.71 ms [2022-01-29 23:09:03 main:574] : INFO : Epoch 1590 | loss: 0.031157 | val_loss: 0.0311641 | Time: 4018.86 ms [2022-01-29 23:09:07 main:574] : INFO : Epoch 1591 | loss: 0.031155 | val_loss: 0.0311671 | Time: 4017.05 ms [2022-01-29 23:09:11 main:574] : INFO : Epoch 1592 | loss: 0.031156 | val_loss: 0.031168 | Time: 3930.5 ms [2022-01-29 23:09:15 main:574] : INFO : Epoch 1593 | loss: 0.0311526 | val_loss: 0.0311663 | Time: 4077.08 ms [2022-01-29 23:09:19 main:574] : INFO : Epoch 1594 | loss: 0.0311522 | val_loss: 0.0311659 | Time: 3962.09 ms [2022-01-29 23:09:23 main:574] : INFO : Epoch 1595 | loss: 0.0311516 | val_loss: 0.0311664 | Time: 3982.05 ms [2022-01-29 23:09:28 main:574] : INFO : Epoch 1596 | loss: 0.0311529 | val_loss: 0.0311686 | Time: 4055.84 ms [2022-01-29 23:09:31 main:574] : INFO : Epoch 1597 | loss: 0.0311502 | val_loss: 0.0311689 | Time: 3820.73 ms [2022-01-29 23:09:35 main:574] : INFO : Epoch 1598 | loss: 0.0311533 | val_loss: 0.0311691 | Time: 3968.82 ms [2022-01-29 23:09:40 main:574] : INFO : Epoch 1599 | loss: 0.0311502 | val_loss: 0.0311684 | Time: 4056.3 ms [2022-01-29 23:09:43 main:574] : INFO : Epoch 1600 | loss: 0.0311495 | val_loss: 0.0311679 | Time: 3890.79 ms [2022-01-29 23:09:47 main:574] : INFO : Epoch 1601 | loss: 0.0311499 | val_loss: 0.0311685 | Time: 3803.26 ms [2022-01-29 23:09:51 main:574] : INFO : Epoch 1602 | loss: 0.0311608 | val_loss: 0.0311806 | Time: 4073.23 ms [2022-01-29 23:09:55 main:574] : INFO : Epoch 1603 | loss: 0.0311828 | val_loss: 0.0311832 | Time: 3908.26 ms [2022-01-29 23:09:59 main:574] : INFO : Epoch 1604 | loss: 0.0311865 | val_loss: 0.0311803 | Time: 3807.81 ms [2022-01-29 23:10:03 main:574] : INFO : Epoch 1605 | loss: 0.0311865 | val_loss: 0.0311808 | Time: 4078.15 ms [2022-01-29 23:10:07 main:574] : INFO : Epoch 1606 | loss: 0.0311842 | val_loss: 0.0311769 | Time: 3934.96 ms [2022-01-29 23:10:11 main:574] : INFO : Epoch 1607 | loss: 0.0311806 | val_loss: 0.0311756 | Time: 4005.01 ms [2022-01-29 23:10:15 main:574] : INFO : Epoch 1608 | loss: 0.0311796 | val_loss: 0.0311754 | Time: 3735.67 ms [2022-01-29 23:10:19 main:574] : INFO : Epoch 1609 | loss: 0.0311792 | val_loss: 0.0311754 | Time: 4040.58 ms [2022-01-29 23:10:23 main:574] : INFO : Epoch 1610 | loss: 0.0311784 | val_loss: 0.031173 | Time: 3975.4 ms [2022-01-29 23:10:27 main:574] : INFO : Epoch 1611 | loss: 0.0311767 | val_loss: 0.0311745 | Time: 3942.73 ms [2022-01-29 23:10:31 main:574] : INFO : Epoch 1612 | loss: 0.0311785 | val_loss: 0.0311742 | Time: 3890.31 ms [2022-01-29 23:10:35 main:574] : INFO : Epoch 1613 | loss: 0.031176 | val_loss: 0.0311738 | Time: 3692.67 ms [2022-01-29 23:10:39 main:574] : INFO : Epoch 1614 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 4051.6 ms [2022-01-29 23:10:43 main:574] : INFO : Epoch 1615 | loss: 0.0311779 | val_loss: 0.0311778 | Time: 3791.9 ms [2022-01-29 23:10:47 main:574] : INFO : Epoch 1616 | loss: 0.0311785 | val_loss: 0.031177 | Time: 3950.34 ms [2022-01-29 23:10:51 main:574] : INFO : Epoch 1617 | loss: 0.0311781 | val_loss: 0.0311768 | Time: 3937.32 ms [2022-01-29 23:10:55 main:574] : INFO : Epoch 1618 | loss: 0.0311762 | val_loss: 0.0311776 | Time: 4148.38 ms [2022-01-29 23:10:59 main:574] : INFO : Epoch 1619 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 4031.7 ms [2022-01-29 23:11:03 main:574] : INFO : Epoch 1620 | loss: 0.0311768 | val_loss: 0.0311771 | Time: 4007.11 ms [2022-01-29 23:11:07 main:574] : INFO : Epoch 1621 | loss: 0.0311751 | val_loss: 0.0311765 | Time: 3869.12 ms [2022-01-29 23:11:11 main:574] : INFO : Epoch 1622 | loss: 0.031177 | val_loss: 0.0311749 | Time: 3575.61 ms [2022-01-29 23:11:15 main:574] : INFO : Epoch 1623 | loss: 0.0311763 | val_loss: 0.0311757 | Time: 3977.5 ms [2022-01-29 23:11:19 main:574] : INFO : Epoch 1624 | loss: 0.031175 | val_loss: 0.0311736 | Time: 4187.87 ms [2022-01-29 23:11:23 main:574] : INFO : Epoch 1625 | loss: 0.0311748 | val_loss: 0.0311758 | Time: 4110.5 ms [2022-01-29 23:11:27 main:574] : INFO : Epoch 1626 | loss: 0.0311759 | val_loss: 0.0311751 | Time: 4014.3 ms [2022-01-29 23:11:31 main:574] : INFO : Epoch 1627 | loss: 0.0311742 | val_loss: 0.031175 | Time: 3997.35 ms [2022-01-29 23:11:35 main:574] : INFO : Epoch 1628 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 3797.69 ms [2022-01-29 23:11:39 main:574] : INFO : Epoch 1629 | loss: 0.0311756 | val_loss: 0.0311787 | Time: 4060.44 ms [2022-01-29 23:11:43 main:574] : INFO : Epoch 1630 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 4011.8 ms [2022-01-29 23:11:47 main:574] : INFO : Epoch 1631 | loss: 0.0311742 | val_loss: 0.0311733 | Time: 3956.14 ms [2022-01-29 23:11:51 main:574] : INFO : Epoch 1632 | loss: 0.0311726 | val_loss: 0.0311728 | Time: 4030.32 ms [2022-01-29 23:11:55 main:574] : INFO : Epoch 1633 | loss: 0.0311721 | val_loss: 0.0311731 | Time: 3925.1 ms [2022-01-29 23:11:59 main:574] : INFO : Epoch 1634 | loss: 0.0311718 | val_loss: 0.0311721 | Time: 3975.17 ms [2022-01-29 23:12:03 main:574] : INFO : Epoch 1635 | loss: 0.0311717 | val_loss: 0.0311719 | Time: 3947.67 ms [2022-01-29 23:12:07 main:574] : INFO : Epoch 1636 | loss: 0.0311716 | val_loss: 0.0311707 | Time: 3895.79 ms [2022-01-29 23:12:11 main:574] : INFO : Epoch 1637 | loss: 0.0311712 | val_loss: 0.0311731 | Time: 3855.53 ms [2022-01-29 23:12:15 main:574] : INFO : Epoch 1638 | loss: 0.0311714 | val_loss: 0.0311729 | Time: 3729.41 ms [2022-01-29 23:12:19 main:574] : INFO : Epoch 1639 | loss: 0.0311719 | val_loss: 0.0311714 | Time: 3905.66 ms [2022-01-29 23:12:23 main:574] : INFO : Epoch 1640 | loss: 0.0311712 | val_loss: 0.0311711 | Time: 3817.89 ms [2022-01-29 23:12:27 main:574] : INFO : Epoch 1641 | loss: 0.0311706 | val_loss: 0.0311705 | Time: 3941.58 ms [2022-01-29 23:12:31 main:574] : INFO : Epoch 1642 | loss: 0.0311723 | val_loss: 0.0311715 | Time: 3833.76 ms [2022-01-29 23:12:35 main:574] : INFO : Epoch 1643 | loss: 0.0311745 | val_loss: 0.031172 | Time: 3842.61 ms [2022-01-29 23:12:39 main:574] : INFO : Epoch 1644 | loss: 0.0311733 | val_loss: 0.0311726 | Time: 4159.44 ms [2022-01-29 23:12:43 main:574] : INFO : Epoch 1645 | loss: 0.0311758 | val_loss: 0.0311724 | Time: 3984.63 ms [2022-01-29 23:12:47 main:574] : INFO : Epoch 1646 | loss: 0.0311737 | val_loss: 0.0311705 | Time: 4103.77 ms [2022-01-29 23:12:51 main:574] : INFO : Epoch 1647 | loss: 0.0311728 | val_loss: 0.0311714 | Time: 4066.59 ms [2022-01-29 23:12:55 main:574] : INFO : Epoch 1648 | loss: 0.0311729 | val_loss: 0.0311715 | Time: 4023.65 ms [2022-01-29 23:12:59 main:574] : INFO : Epoch 1649 | loss: 0.0311723 | val_loss: 0.0311704 | Time: 3905.65 ms [2022-01-29 23:13:03 main:574] : INFO : Epoch 1650 | loss: 0.0311723 | val_loss: 0.0311714 | Time: 3979.75 ms [2022-01-29 23:13:07 main:574] : INFO : Epoch 1651 | loss: 0.0311721 | val_loss: 0.0311706 | Time: 3931.59 ms [2022-01-29 23:13:11 main:574] : INFO : Epoch 1652 | loss: 0.0311706 | val_loss: 0.0311708 | Time: 3839.57 ms [2022-01-29 23:13:15 main:574] : INFO : Epoch 1653 | loss: 0.0311717 | val_loss: 0.0311705 | Time: 4076.04 ms [2022-01-29 23:13:19 main:574] : INFO : Epoch 1654 | loss: 0.0311721 | val_loss: 0.0311728 | Time: 3982.48 ms [2022-01-29 23:13:23 main:574] : INFO : Epoch 1655 | loss: 0.0311713 | val_loss: 0.0311711 | Time: 3938.72 ms [2022-01-29 23:13:28 main:574] : INFO : Epoch 1656 | loss: 0.0311699 | val_loss: 0.0311741 | Time: 4022.2 ms [2022-01-29 23:13:32 main:574] : INFO : Epoch 1657 | loss: 0.03117 | val_loss: 0.0311725 | Time: 3913.8 ms [2022-01-29 23:13:35 main:574] : INFO : Epoch 1658 | loss: 0.0311693 | val_loss: 0.0311734 | Time: 3873.89 ms [2022-01-29 23:13:39 main:574] : INFO : Epoch 1659 | loss: 0.0311699 | val_loss: 0.0311706 | Time: 3927.86 ms [2022-01-29 23:13:43 main:574] : INFO : Epoch 1660 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 3998.09 ms [2022-01-29 23:13:47 main:574] : INFO : Epoch 1661 | loss: 0.0311704 | val_loss: 0.0311728 | Time: 3875.64 ms [2022-01-29 23:13:51 main:574] : INFO : Epoch 1662 | loss: 0.0311744 | val_loss: 0.0311763 | Time: 3886.41 ms [2022-01-29 23:13:55 main:574] : INFO : Epoch 1663 | loss: 0.031178 | val_loss: 0.0311751 | Time: 3886.57 ms [2022-01-29 23:13:59 main:574] : INFO : Epoch 1664 | loss: 0.0311737 | val_loss: 0.0311739 | Time: 3857.17 ms [2022-01-29 23:14:03 main:574] : INFO : Epoch 1665 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 3807.54 ms [2022-01-29 23:14:07 main:574] : INFO : Epoch 1666 | loss: 0.0311732 | val_loss: 0.031176 | Time: 4098.14 ms [2022-01-29 23:14:11 main:574] : INFO : Epoch 1667 | loss: 0.03117 | val_loss: 0.0311716 | Time: 3851.04 ms [2022-01-29 23:14:15 main:574] : INFO : Epoch 1668 | loss: 0.0311694 | val_loss: 0.0311719 | Time: 3671.09 ms [2022-01-29 23:14:19 main:574] : INFO : Epoch 1669 | loss: 0.0311691 | val_loss: 0.0311707 | Time: 3911.44 ms [2022-01-29 23:14:23 main:574] : INFO : Epoch 1670 | loss: 0.0311678 | val_loss: 0.0311706 | Time: 3884.84 ms [2022-01-29 23:14:27 main:574] : INFO : Epoch 1671 | loss: 0.0311685 | val_loss: 0.0311709 | Time: 3854.89 ms [2022-01-29 23:14:30 main:574] : INFO : Epoch 1672 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 3816.15 ms [2022-01-29 23:14:34 main:574] : INFO : Epoch 1673 | loss: 0.0311666 | val_loss: 0.0311756 | Time: 3806.41 ms [2022-01-29 23:14:38 main:574] : INFO : Epoch 1674 | loss: 0.031169 | val_loss: 0.031171 | Time: 4106.8 ms [2022-01-29 23:14:42 main:574] : INFO : Epoch 1675 | loss: 0.0311674 | val_loss: 0.0311723 | Time: 3909.13 ms [2022-01-29 23:14:47 main:574] : INFO : Epoch 1676 | loss: 0.0311688 | val_loss: 0.0311727 | Time: 3992.57 ms [2022-01-29 23:14:50 main:574] : INFO : Epoch 1677 | loss: 0.0311682 | val_loss: 0.0311723 | Time: 3950.13 ms [2022-01-29 23:14:54 main:574] : INFO : Epoch 1678 | loss: 0.031166 | val_loss: 0.0311711 | Time: 3847.37 ms [2022-01-29 23:14:58 main:574] : INFO : Epoch 1679 | loss: 0.0311664 | val_loss: 0.031171 | Time: 3866.93 ms [2022-01-29 23:15:02 main:574] : INFO : Epoch 1680 | loss: 0.0311661 | val_loss: 0.031171 | Time: 3814.83 ms [2022-01-29 23:15:06 main:574] : INFO : Epoch 1681 | loss: 0.0311656 | val_loss: 0.0311716 | Time: 3969.99 ms [2022-01-29 23:15:10 main:574] : INFO : Epoch 1682 | loss: 0.0311662 | val_loss: 0.0311704 | Time: 3842.32 ms [2022-01-29 23:15:14 main:574] : INFO : Epoch 1683 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 3960.83 ms [2022-01-29 23:15:18 main:574] : INFO : Epoch 1684 | loss: 0.0311648 | val_loss: 0.0311726 | Time: 3967.69 ms [2022-01-29 23:15:22 main:574] : INFO : Epoch 1685 | loss: 0.0311649 | val_loss: 0.0311703 | Time: 3991.23 ms [2022-01-29 23:15:26 main:574] : INFO : Epoch 1686 | loss: 0.0311653 | val_loss: 0.0311705 | Time: 4007.29 ms [2022-01-29 23:15:30 main:574] : INFO : Epoch 1687 | loss: 0.0311654 | val_loss: 0.0311701 | Time: 4030.95 ms [2022-01-29 23:15:34 main:574] : INFO : Epoch 1688 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 3993.2 ms [2022-01-29 23:15:38 main:574] : INFO : Epoch 1689 | loss: 0.0311668 | val_loss: 0.0311693 | Time: 3846 ms [2022-01-29 23:15:42 main:574] : INFO : Epoch 1690 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 3855.96 ms [2022-01-29 23:15:46 main:574] : INFO : Epoch 1691 | loss: 0.0311668 | val_loss: 0.031177 | Time: 3791.01 ms [2022-01-29 23:15:50 main:574] : INFO : Epoch 1692 | loss: 0.031168 | val_loss: 0.031173 | Time: 3901.32 ms [2022-01-29 23:15:54 main:574] : INFO : Epoch 1693 | loss: 0.0311653 | val_loss: 0.0311705 | Time: 3831.85 ms [2022-01-29 23:15:58 main:574] : INFO : Epoch 1694 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 3829.59 ms [2022-01-29 23:16:01 main:574] : INFO : Epoch 1695 | loss: 0.0311664 | val_loss: 0.0311712 | Time: 3670.15 ms [2022-01-29 23:16:05 main:574] : INFO : Epoch 1696 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 3901.98 ms [2022-01-29 23:16:09 main:574] : INFO : Epoch 1697 | loss: 0.0311655 | val_loss: 0.0311707 | Time: 3999 ms [2022-01-29 23:16:13 main:574] : INFO : Epoch 1698 | loss: 0.0311664 | val_loss: 0.0311753 | Time: 3914.91 ms [2022-01-29 23:16:17 main:574] : INFO : Epoch 1699 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 3958.91 ms [2022-01-29 23:16:21 main:574] : INFO : Epoch 1700 | loss: 0.0311651 | val_loss: 0.0311725 | Time: 3855.4 ms [2022-01-29 23:16:25 main:574] : INFO : Epoch 1701 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 3962.36 ms [2022-01-29 23:16:29 main:574] : INFO : Epoch 1702 | loss: 0.0311648 | val_loss: 0.0311715 | Time: 3981.12 ms [2022-01-29 23:16:33 main:574] : INFO : Epoch 1703 | loss: 0.0311653 | val_loss: 0.0311711 | Time: 3983.23 ms [2022-01-29 23:16:37 main:574] : INFO : Epoch 1704 | loss: 0.0311657 | val_loss: 0.0311688 | Time: 3920.58 ms [2022-01-29 23:16:41 main:574] : INFO : Epoch 1705 | loss: 0.0311656 | val_loss: 0.0311759 | Time: 3815.15 ms [2022-01-29 23:16:45 main:574] : INFO : Epoch 1706 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 3931.89 ms [2022-01-29 23:16:49 main:574] : INFO : Epoch 1707 | loss: 0.0311682 | val_loss: 0.031174 | Time: 3999.58 ms [2022-01-29 23:16:53 main:574] : INFO : Epoch 1708 | loss: 0.0311661 | val_loss: 0.0311719 | Time: 3935.96 ms [2022-01-29 23:16:57 main:574] : INFO : Epoch 1709 | loss: 0.0311663 | val_loss: 0.0311703 | Time: 4004.99 ms [2022-01-29 23:17:01 main:574] : INFO : Epoch 1710 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 3906.38 ms [2022-01-29 23:17:05 main:574] : INFO : Epoch 1711 | loss: 0.0311644 | val_loss: 0.0311714 | Time: 3894.33 ms [2022-01-29 23:17:09 main:574] : INFO : Epoch 1712 | loss: 0.0311655 | val_loss: 0.0311745 | Time: 3935.66 ms [2022-01-29 23:17:13 main:574] : INFO : Epoch 1713 | loss: 0.0311676 | val_loss: 0.0311707 | Time: 4040.82 ms [2022-01-29 23:17:17 main:574] : INFO : Epoch 1714 | loss: 0.0311646 | val_loss: 0.0311721 | Time: 3737.34 ms [2022-01-29 23:17:21 main:574] : INFO : Epoch 1715 | loss: 0.0311643 | val_loss: 0.0311696 | Time: 3881.75 ms [2022-01-29 23:17:25 main:574] : INFO : Epoch 1716 | loss: 0.0311635 | val_loss: 0.0311703 | Time: 3765.79 ms [2022-01-29 23:17:29 main:574] : INFO : Epoch 1717 | loss: 0.0311638 | val_loss: 0.031172 | Time: 3804.79 ms [2022-01-29 23:17:33 main:574] : INFO : Epoch 1718 | loss: 0.0311636 | val_loss: 0.0311699 | Time: 4018.69 ms [2022-01-29 23:17:37 main:574] : INFO : Epoch 1719 | loss: 0.0311634 | val_loss: 0.0311703 | Time: 3871.83 ms [2022-01-29 23:17:41 main:574] : INFO : Epoch 1720 | loss: 0.0311631 | val_loss: 0.0311704 | Time: 3956.53 ms [2022-01-29 23:17:44 main:574] : INFO : Epoch 1721 | loss: 0.031165 | val_loss: 0.0311768 | Time: 3763.62 ms [2022-01-29 23:17:48 main:574] : INFO : Epoch 1722 | loss: 0.0311643 | val_loss: 0.03117 | Time: 3812.93 ms [2022-01-29 23:17:52 main:574] : INFO : Epoch 1723 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 3890.37 ms [2022-01-29 23:17:56 main:574] : INFO : Epoch 1724 | loss: 0.0311624 | val_loss: 0.0311699 | Time: 4046.46 ms [2022-01-29 23:18:00 main:574] : INFO : Epoch 1725 | loss: 0.031163 | val_loss: 0.0311694 | Time: 3679.26 ms [2022-01-29 23:18:04 main:574] : INFO : Epoch 1726 | loss: 0.0311631 | val_loss: 0.0311713 | Time: 3930.9 ms [2022-01-29 23:18:08 main:574] : INFO : Epoch 1727 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 3973.55 ms [2022-01-29 23:18:12 main:574] : INFO : Epoch 1728 | loss: 0.0311623 | val_loss: 0.0311706 | Time: 4037.61 ms [2022-01-29 23:18:16 main:574] : INFO : Epoch 1729 | loss: 0.0311627 | val_loss: 0.0311751 | Time: 3883.49 ms [2022-01-29 23:18:20 main:574] : INFO : Epoch 1730 | loss: 0.0311649 | val_loss: 0.0311706 | Time: 3679.3 ms [2022-01-29 23:18:24 main:574] : INFO : Epoch 1731 | loss: 0.0311702 | val_loss: 0.031181 | Time: 3973.37 ms [2022-01-29 23:18:28 main:574] : INFO : Epoch 1732 | loss: 0.031167 | val_loss: 0.0311715 | Time: 4126.98 ms [2022-01-29 23:18:32 main:574] : INFO : Epoch 1733 | loss: 0.0311631 | val_loss: 0.0311709 | Time: 3905.74 ms [2022-01-29 23:18:36 main:574] : INFO : Epoch 1734 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 3659.01 ms [2022-01-29 23:18:40 main:574] : INFO : Epoch 1735 | loss: 0.0311619 | val_loss: 0.0311711 | Time: 4025.66 ms [2022-01-29 23:18:43 main:574] : INFO : Epoch 1736 | loss: 0.0311619 | val_loss: 0.0311688 | Time: 3667.89 ms [2022-01-29 23:18:47 main:574] : INFO : Epoch 1737 | loss: 0.0311609 | val_loss: 0.0311739 | Time: 3806.99 ms [2022-01-29 23:18:51 main:574] : INFO : Epoch 1738 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 3989.43 ms [2022-01-29 23:18:55 main:574] : INFO : Epoch 1739 | loss: 0.0311634 | val_loss: 0.03117 | Time: 3825.49 ms [2022-01-29 23:18:59 main:574] : INFO : Epoch 1740 | loss: 0.0311624 | val_loss: 0.0311704 | Time: 3975.82 ms [2022-01-29 23:19:03 main:574] : INFO : Epoch 1741 | loss: 0.0311657 | val_loss: 0.0311692 | Time: 3833.47 ms [2022-01-29 23:19:07 main:574] : INFO : Epoch 1742 | loss: 0.0311653 | val_loss: 0.0311722 | Time: 3796.53 ms [2022-01-29 23:19:11 main:574] : INFO : Epoch 1743 | loss: 0.0311649 | val_loss: 0.0311707 | Time: 3970.71 ms [2022-01-29 23:19:15 main:574] : INFO : Epoch 1744 | loss: 0.0311654 | val_loss: 0.0311716 | Time: 3776.13 ms [2022-01-29 23:19:19 main:574] : INFO : Epoch 1745 | loss: 0.0311638 | val_loss: 0.0311705 | Time: 3714.63 ms [2022-01-29 23:19:23 main:574] : INFO : Epoch 1746 | loss: 0.031164 | val_loss: 0.0311716 | Time: 3950.11 ms [2022-01-29 23:19:27 main:574] : INFO : Epoch 1747 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 3898.77 ms [2022-01-29 23:19:30 main:574] : INFO : Epoch 1748 | loss: 0.0311637 | val_loss: 0.0311708 | Time: 3861.87 ms [2022-01-29 23:19:34 main:574] : INFO : Epoch 1749 | loss: 0.0311639 | val_loss: 0.0311699 | Time: 3966.59 ms [2022-01-29 23:19:38 main:574] : INFO : Epoch 1750 | loss: 0.0311655 | val_loss: 0.0311703 | Time: 3844.69 ms [2022-01-29 23:19:42 main:574] : INFO : Epoch 1751 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 3918.32 ms [2022-01-29 23:19:46 main:574] : INFO : Epoch 1752 | loss: 0.0311636 | val_loss: 0.0311706 | Time: 3878.31 ms [2022-01-29 23:19:50 main:574] : INFO : Epoch 1753 | loss: 0.0311636 | val_loss: 0.0311708 | Time: 3978.57 ms [2022-01-29 23:19:54 main:574] : INFO : Epoch 1754 | loss: 0.0311623 | val_loss: 0.0311722 | Time: 4120.94 ms [2022-01-29 23:19:58 main:574] : INFO : Epoch 1755 | loss: 0.0311641 | val_loss: 0.0311761 | Time: 4031.88 ms [2022-01-29 23:20:02 main:574] : INFO : Epoch 1756 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 3839.84 ms [2022-01-29 23:20:07 main:574] : INFO : Epoch 1757 | loss: 0.0311633 | val_loss: 0.0311707 | Time: 4103.97 ms [2022-01-29 23:20:10 main:574] : INFO : Epoch 1758 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 3921.46 ms [2022-01-29 23:20:14 main:574] : INFO : Epoch 1759 | loss: 0.0311632 | val_loss: 0.0311833 | Time: 3876.27 ms [2022-01-29 23:20:18 main:574] : INFO : Epoch 1760 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 3965.58 ms [2022-01-29 23:20:22 main:574] : INFO : Epoch 1761 | loss: 0.0311624 | val_loss: 0.0311725 | Time: 3930.95 ms [2022-01-29 23:20:27 main:574] : INFO : Epoch 1762 | loss: 0.0311631 | val_loss: 0.0311725 | Time: 4060.28 ms [2022-01-29 23:20:31 main:574] : INFO : Epoch 1763 | loss: 0.0311679 | val_loss: 0.0311718 | Time: 3884.78 ms [2022-01-29 23:20:35 main:574] : INFO : Epoch 1764 | loss: 0.0311649 | val_loss: 0.0311696 | Time: 3992.19 ms [2022-01-29 23:20:39 main:574] : INFO : Epoch 1765 | loss: 0.031164 | val_loss: 0.0311702 | Time: 3921.98 ms [2022-01-29 23:20:43 main:574] : INFO : Epoch 1766 | loss: 0.0311622 | val_loss: 0.0311729 | Time: 3958.85 ms [2022-01-29 23:20:47 main:574] : INFO : Epoch 1767 | loss: 0.0311607 | val_loss: 0.0311707 | Time: 3872.18 ms [2022-01-29 23:20:51 main:574] : INFO : Epoch 1768 | loss: 0.0311605 | val_loss: 0.0311697 | Time: 4015.51 ms [2022-01-29 23:20:55 main:574] : INFO : Epoch 1769 | loss: 0.0311621 | val_loss: 0.0311701 | Time: 3942.25 ms [2022-01-29 23:20:59 main:574] : INFO : Epoch 1770 | loss: 0.0311615 | val_loss: 0.0311702 | Time: 3969.75 ms [2022-01-29 23:21:03 main:574] : INFO : Epoch 1771 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 4037.06 ms [2022-01-29 23:21:07 main:574] : INFO : Epoch 1772 | loss: 0.0311598 | val_loss: 0.031171 | Time: 4138.88 ms [2022-01-29 23:21:11 main:574] : INFO : Epoch 1773 | loss: 0.03116 | val_loss: 0.0311722 | Time: 3945.23 ms [2022-01-29 23:21:15 main:574] : INFO : Epoch 1774 | loss: 0.0311594 | val_loss: 0.0311705 | Time: 3904.14 ms [2022-01-29 23:21:19 main:574] : INFO : Epoch 1775 | loss: 0.0311613 | val_loss: 0.0311704 | Time: 4017.42 ms [2022-01-29 23:21:23 main:574] : INFO : Epoch 1776 | loss: 0.0311628 | val_loss: 0.0311766 | Time: 4002.54 ms [2022-01-29 23:21:27 main:574] : INFO : Epoch 1777 | loss: 0.0311618 | val_loss: 0.0311716 | Time: 3863.24 ms [2022-01-29 23:21:31 main:574] : INFO : Epoch 1778 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 3879.8 ms [2022-01-29 23:21:35 main:574] : INFO : Epoch 1779 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 3834.32 ms [2022-01-29 23:21:39 main:574] : INFO : Epoch 1780 | loss: 0.031159 | val_loss: 0.03117 | Time: 3942.03 ms [2022-01-29 23:21:43 main:574] : INFO : Epoch 1781 | loss: 0.03116 | val_loss: 0.0311716 | Time: 3900.05 ms [2022-01-29 23:21:47 main:574] : INFO : Epoch 1782 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 4056.16 ms [2022-01-29 23:21:51 main:574] : INFO : Epoch 1783 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 3901.11 ms [2022-01-29 23:21:55 main:574] : INFO : Epoch 1784 | loss: 0.0311588 | val_loss: 0.0311699 | Time: 3806.48 ms [2022-01-29 23:21:59 main:574] : INFO : Epoch 1785 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 4088.66 ms [2022-01-29 23:22:03 main:574] : INFO : Epoch 1786 | loss: 0.0311592 | val_loss: 0.0311708 | Time: 3949.98 ms [2022-01-29 23:22:07 main:574] : INFO : Epoch 1787 | loss: 0.0311593 | val_loss: 0.0311721 | Time: 4188.5 ms [2022-01-29 23:22:11 main:574] : INFO : Epoch 1788 | loss: 0.0311599 | val_loss: 0.0311698 | Time: 4072.2 ms [2022-01-29 23:22:15 main:574] : INFO : Epoch 1789 | loss: 0.031159 | val_loss: 0.0311714 | Time: 3939.97 ms [2022-01-29 23:22:19 main:574] : INFO : Epoch 1790 | loss: 0.0311588 | val_loss: 0.031173 | Time: 3906.47 ms [2022-01-29 23:22:23 main:574] : INFO : Epoch 1791 | loss: 0.0311585 | val_loss: 0.0311714 | Time: 3988.29 ms [2022-01-29 23:22:27 main:574] : INFO : Epoch 1792 | loss: 0.0311579 | val_loss: 0.0311733 | Time: 3947.7 ms [2022-01-29 23:22:32 main:574] : INFO : Epoch 1793 | loss: 0.0311592 | val_loss: 0.0311751 | Time: 4002.86 ms [2022-01-29 23:22:35 main:574] : INFO : Epoch 1794 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 3916.35 ms [2022-01-29 23:22:39 main:574] : INFO : Epoch 1795 | loss: 0.031165 | val_loss: 0.0311737 | Time: 3854.82 ms [2022-01-29 23:22:43 main:574] : INFO : Epoch 1796 | loss: 0.0311673 | val_loss: 0.0311739 | Time: 3906.44 ms [2022-01-29 23:22:47 main:574] : INFO : Epoch 1797 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 3993.28 ms [2022-01-29 23:22:51 main:574] : INFO : Epoch 1798 | loss: 0.0311654 | val_loss: 0.0311734 | Time: 3981.92 ms [2022-01-29 23:22:56 main:574] : INFO : Epoch 1799 | loss: 0.0311624 | val_loss: 0.0311736 | Time: 4113.34 ms [2022-01-29 23:22:59 main:574] : INFO : Epoch 1800 | loss: 0.0311608 | val_loss: 0.0311727 | Time: 3865.98 ms [2022-01-29 23:23:03 main:574] : INFO : Epoch 1801 | loss: 0.0311599 | val_loss: 0.0311733 | Time: 3753.19 ms [2022-01-29 23:23:07 main:574] : INFO : Epoch 1802 | loss: 0.0311606 | val_loss: 0.0311782 | Time: 3930.75 ms [2022-01-29 23:23:11 main:574] : INFO : Epoch 1803 | loss: 0.0311614 | val_loss: 0.0311728 | Time: 3870.98 ms [2022-01-29 23:23:15 main:574] : INFO : Epoch 1804 | loss: 0.0311597 | val_loss: 0.0311718 | Time: 3923.38 ms [2022-01-29 23:23:19 main:574] : INFO : Epoch 1805 | loss: 0.0311585 | val_loss: 0.0311715 | Time: 3981.71 ms [2022-01-29 23:23:23 main:574] : INFO : Epoch 1806 | loss: 0.0311634 | val_loss: 0.0311712 | Time: 4006.46 ms [2022-01-29 23:23:27 main:574] : INFO : Epoch 1807 | loss: 0.0311641 | val_loss: 0.0311724 | Time: 3954.7 ms [2022-01-29 23:23:31 main:574] : INFO : Epoch 1808 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 3948.51 ms [2022-01-29 23:23:35 main:574] : INFO : Epoch 1809 | loss: 0.0311619 | val_loss: 0.0311778 | Time: 3804.62 ms [2022-01-29 23:23:39 main:574] : INFO : Epoch 1810 | loss: 0.0311604 | val_loss: 0.0311773 | Time: 3980.85 ms [2022-01-29 23:23:43 main:574] : INFO : Epoch 1811 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 3950.4 ms [2022-01-29 23:23:47 main:574] : INFO : Epoch 1812 | loss: 0.0311598 | val_loss: 0.031171 | Time: 3986.51 ms [2022-01-29 23:23:52 main:574] : INFO : Epoch 1813 | loss: 0.0311596 | val_loss: 0.0311702 | Time: 4079.48 ms [2022-01-29 23:23:55 main:574] : INFO : Epoch 1814 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 3860.22 ms [2022-01-29 23:23:59 main:574] : INFO : Epoch 1815 | loss: 0.0311644 | val_loss: 0.0311757 | Time: 3915.26 ms [2022-01-29 23:24:03 main:574] : INFO : Epoch 1816 | loss: 0.0311621 | val_loss: 0.0311745 | Time: 3735.35 ms [2022-01-29 23:24:07 main:574] : INFO : Epoch 1817 | loss: 0.0311608 | val_loss: 0.0311742 | Time: 3924.41 ms [2022-01-29 23:24:11 main:574] : INFO : Epoch 1818 | loss: 0.0311601 | val_loss: 0.0311713 | Time: 4008.19 ms [2022-01-29 23:24:15 main:574] : INFO : Epoch 1819 | loss: 0.0311615 | val_loss: 0.031178 | Time: 4122.73 ms [2022-01-29 23:24:19 main:574] : INFO : Epoch 1820 | loss: 0.0311601 | val_loss: 0.0311766 | Time: 4027.32 ms [2022-01-29 23:24:23 main:574] : INFO : Epoch 1821 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 3986 ms [2022-01-29 23:24:28 main:574] : INFO : Epoch 1822 | loss: 0.0311599 | val_loss: 0.0311706 | Time: 4046.73 ms [2022-01-29 23:24:32 main:574] : INFO : Epoch 1823 | loss: 0.0311596 | val_loss: 0.0311703 | Time: 3944.62 ms [2022-01-29 23:24:36 main:574] : INFO : Epoch 1824 | loss: 0.0311583 | val_loss: 0.0311715 | Time: 4102.58 ms [2022-01-29 23:24:40 main:574] : INFO : Epoch 1825 | loss: 0.0311587 | val_loss: 0.0311714 | Time: 3770.44 ms [2022-01-29 23:24:44 main:574] : INFO : Epoch 1826 | loss: 0.0311585 | val_loss: 0.03117 | Time: 3968.22 ms [2022-01-29 23:24:48 main:574] : INFO : Epoch 1827 | loss: 0.0311567 | val_loss: 0.031169 | Time: 3954.6 ms [2022-01-29 23:24:52 main:574] : INFO : Epoch 1828 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 3917.17 ms [2022-01-29 23:24:56 main:574] : INFO : Epoch 1829 | loss: 0.0311566 | val_loss: 0.0311692 | Time: 3969.02 ms [2022-01-29 23:25:00 main:574] : INFO : Epoch 1830 | loss: 0.0311568 | val_loss: 0.0311721 | Time: 4071.56 ms [2022-01-29 23:25:04 main:574] : INFO : Epoch 1831 | loss: 0.031156 | val_loss: 0.0311706 | Time: 3971.66 ms [2022-01-29 23:25:08 main:574] : INFO : Epoch 1832 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 3930.89 ms [2022-01-29 23:25:12 main:574] : INFO : Epoch 1833 | loss: 0.0311588 | val_loss: 0.0311717 | Time: 3941.64 ms [2022-01-29 23:25:16 main:574] : INFO : Epoch 1834 | loss: 0.031158 | val_loss: 0.031171 | Time: 3843.22 ms [2022-01-29 23:25:19 main:574] : INFO : Epoch 1835 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 3875.63 ms [2022-01-29 23:25:23 main:574] : INFO : Epoch 1836 | loss: 0.0311583 | val_loss: 0.0311709 | Time: 3973.28 ms [2022-01-29 23:25:27 main:574] : INFO : Epoch 1837 | loss: 0.0311574 | val_loss: 0.0311719 | Time: 3885.3 ms [2022-01-29 23:25:31 main:574] : INFO : Epoch 1838 | loss: 0.0311565 | val_loss: 0.0311705 | Time: 3840.31 ms [2022-01-29 23:25:35 main:574] : INFO : Epoch 1839 | loss: 0.0311555 | val_loss: 0.0311729 | Time: 3905.18 ms [2022-01-29 23:25:39 main:574] : INFO : Epoch 1840 | loss: 0.0311566 | val_loss: 0.0311716 | Time: 4046.53 ms [2022-01-29 23:25:44 main:574] : INFO : Epoch 1841 | loss: 0.0311561 | val_loss: 0.0311721 | Time: 4087.17 ms [2022-01-29 23:25:47 main:574] : INFO : Epoch 1842 | loss: 0.0311566 | val_loss: 0.0311737 | Time: 3814.07 ms [2022-01-29 23:25:52 main:574] : INFO : Epoch 1843 | loss: 0.0311559 | val_loss: 0.031171 | Time: 4419.9 ms [2022-01-29 23:25:56 main:574] : INFO : Epoch 1844 | loss: 0.0311556 | val_loss: 0.0311718 | Time: 3891.27 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2022-02-02 15:03:15 main:435] : INFO : Set logging level to 1 [2022-02-02 15:03:15 main:441] : INFO : Running in BOINC Client mode [2022-02-02 15:03:15 main:444] : INFO : Resolving all filenames [2022-02-02 15:03:15 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-02 15:03:15 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-02 15:03:16 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-02 15:03:16 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-02 15:03:16 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-02 15:03:16 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-02 15:03:16 main:474] : INFO : Configuration: [2022-02-02 15:03:16 main:475] : INFO : Model type: GRU [2022-02-02 15:03:16 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-02 15:03:16 main:477] : INFO : Max Epochs: 2048 [2022-02-02 15:03:16 main:478] : INFO : Batch Size: 128 [2022-02-02 15:03:16 main:479] : INFO : Learning Rate: 0.01 [2022-02-02 15:03:16 main:480] : INFO : Patience: 10 [2022-02-02 15:03:16 main:481] : INFO : Hidden Width: 12 [2022-02-02 15:03:16 main:482] : INFO : # Recurrent Layers: 4 [2022-02-02 15:03:16 main:483] : INFO : # Backend Layers: 4 [2022-02-02 15:03:16 main:484] : INFO : # Threads: 1 [2022-02-02 15:03:16 main:486] : INFO : Preparing Dataset [2022-02-02 15:03:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-02 15:03:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-02 15:03:45 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-02 15:03:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-02 15:03:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-02 15:03:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-02 15:03:46 main:494] : INFO : Creating Model [2022-02-02 15:03:46 main:507] : INFO : Preparing config file [2022-02-02 15:03:46 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-02 15:03:46 main:512] : INFO : Loading config [2022-02-02 15:03:46 main:514] : INFO : Loading state [2022-02-02 15:04:09 main:559] : INFO : Loading DataLoader into Memory [2022-02-02 15:04:10 main:562] : INFO : Starting Training [2022-02-02 15:04:26 main:574] : INFO : Epoch 1834 | loss: 0.0311903 | val_loss: 0.0311742 | Time: 15471.2 ms [2022-02-02 15:04:30 main:574] : INFO : Epoch 1835 | loss: 0.0311693 | val_loss: 0.0311724 | Time: 4655.77 ms [2022-02-02 15:04:34 main:574] : INFO : Epoch 1836 | loss: 0.0311666 | val_loss: 0.0311702 | Time: 3818.67 ms [2022-02-02 15:04:38 main:574] : INFO : Epoch 1837 | loss: 0.0311656 | val_loss: 0.031165 | Time: 3683.02 ms [2022-02-02 15:04:42 main:574] : INFO : Epoch 1838 | loss: 0.0311658 | val_loss: 0.0311664 | Time: 3891.56 ms [2022-02-02 15:04:47 main:574] : INFO : Epoch 1839 | loss: 0.0311652 | val_loss: 0.031168 | Time: 4266.73 ms [2022-02-02 15:04:51 main:574] : INFO : Epoch 1840 | loss: 0.0311618 | val_loss: 0.0311662 | Time: 4593.45 ms [2022-02-02 15:04:56 main:574] : INFO : Epoch 1841 | loss: 0.031161 | val_loss: 0.0311654 | Time: 4355.19 ms [2022-02-02 15:05:00 main:574] : INFO : Epoch 1842 | loss: 0.0311624 | val_loss: 0.0311715 | Time: 3779.15 ms [2022-02-02 15:05:04 main:574] : INFO : Epoch 1843 | loss: 0.0311622 | val_loss: 0.0311667 | Time: 3845.01 ms [2022-02-02 15:05:08 main:574] : INFO : Epoch 1844 | loss: 0.0311615 | val_loss: 0.0311656 | Time: 4023.15 ms [2022-02-02 15:05:12 main:574] : INFO : Epoch 1845 | loss: 0.0311605 | val_loss: 0.0311651 | Time: 3829.46 ms [2022-02-02 15:05:15 main:574] : INFO : Epoch 1846 | loss: 0.0311598 | val_loss: 0.0311668 | Time: 3700.36 ms [2022-02-02 15:05:19 main:574] : INFO : Epoch 1847 | loss: 0.0311611 | val_loss: 0.031167 | Time: 3706.46 ms [2022-02-02 15:05:23 main:574] : INFO : Epoch 1848 | loss: 0.0311599 | val_loss: 0.0311663 | Time: 3716.88 ms [2022-02-02 15:05:27 main:574] : INFO : Epoch 1849 | loss: 0.0311606 | val_loss: 0.0311664 | Time: 3659.79 ms [2022-02-02 15:05:31 main:574] : INFO : Epoch 1850 | loss: 0.0311638 | val_loss: 0.0311693 | Time: 3675.77 ms [2022-02-02 15:05:35 main:574] : INFO : Epoch 1851 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 3542.16 ms [2022-02-02 15:05:39 main:574] : INFO : Epoch 1852 | loss: 0.0311628 | val_loss: 0.0311667 | Time: 3497.08 ms [2022-02-02 15:05:43 main:574] : INFO : Epoch 1853 | loss: 0.0311603 | val_loss: 0.0311656 | Time: 3730.95 ms [2022-02-02 15:05:47 main:574] : INFO : Epoch 1854 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 4330.78 ms [2022-02-02 15:05:52 main:574] : INFO : Epoch 1855 | loss: 0.0311582 | val_loss: 0.031166 | Time: 4179.42 ms [2022-02-02 15:05:56 main:574] : INFO : Epoch 1856 | loss: 0.0311592 | val_loss: 0.031166 | Time: 4216.55 ms [2022-02-02 15:06:00 main:574] : INFO : Epoch 1857 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 4007.42 ms [2022-02-02 15:06:05 main:574] : INFO : Epoch 1858 | loss: 0.0311568 | val_loss: 0.0311671 | Time: 4438.68 ms [2022-02-02 15:06:09 main:574] : INFO : Epoch 1859 | loss: 0.0311579 | val_loss: 0.0311684 | Time: 4249.91 ms [2022-02-02 15:06:13 main:574] : INFO : Epoch 1860 | loss: 0.0311568 | val_loss: 0.0311654 | Time: 4005.67 ms [2022-02-02 15:06:17 main:574] : INFO : Epoch 1861 | loss: 0.0311576 | val_loss: 0.0311661 | Time: 3929.35 ms [2022-02-02 15:06:21 main:574] : INFO : Epoch 1862 | loss: 0.0311551 | val_loss: 0.0311681 | Time: 3902.2 ms [2022-02-02 15:06:25 main:574] : INFO : Epoch 1863 | loss: 0.031156 | val_loss: 0.0311678 | Time: 4184.56 ms [2022-02-02 15:06:30 main:574] : INFO : Epoch 1864 | loss: 0.0311585 | val_loss: 0.031169 | Time: 4085.46 ms [2022-02-02 15:06:34 main:574] : INFO : Epoch 1865 | loss: 0.0311569 | val_loss: 0.0311687 | Time: 4491.5 ms [2022-02-02 15:06:39 main:574] : INFO : Epoch 1866 | loss: 0.0311565 | val_loss: 0.0311666 | Time: 4411.01 ms [2022-02-02 15:06:43 main:574] : INFO : Epoch 1867 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 4222.78 ms [2022-02-02 15:06:47 main:574] : INFO : Epoch 1868 | loss: 0.0311581 | val_loss: 0.0311662 | Time: 3889.42 ms [2022-02-02 15:06:52 main:574] : INFO : Epoch 1869 | loss: 0.0311562 | val_loss: 0.0311667 | Time: 4084.51 ms [2022-02-02 15:06:56 main:574] : INFO : Epoch 1870 | loss: 0.0311544 | val_loss: 0.0311697 | Time: 4276.47 ms [2022-02-02 15:07:01 main:574] : INFO : Epoch 1871 | loss: 0.0311536 | val_loss: 0.0311703 | Time: 4295.74 ms [2022-02-02 15:07:05 main:574] : INFO : Epoch 1872 | loss: 0.0311552 | val_loss: 0.0311672 | Time: 4181.39 ms [2022-02-02 15:07:10 main:574] : INFO : Epoch 1873 | loss: 0.0311568 | val_loss: 0.0311707 | Time: 4417.56 ms [2022-02-02 15:07:14 main:574] : INFO : Epoch 1874 | loss: 0.0311556 | val_loss: 0.0311697 | Time: 4493.53 ms [2022-02-02 15:07:18 main:574] : INFO : Epoch 1875 | loss: 0.0311553 | val_loss: 0.0311674 | Time: 4022.48 ms [2022-02-02 15:07:23 main:574] : INFO : Epoch 1876 | loss: 0.031154 | val_loss: 0.0311682 | Time: 4212.11 ms [2022-02-02 15:07:27 main:574] : INFO : Epoch 1877 | loss: 0.0311554 | val_loss: 0.0311648 | Time: 4165.08 ms [2022-02-02 15:07:31 main:574] : INFO : Epoch 1878 | loss: 0.0311543 | val_loss: 0.0311678 | Time: 4563.5 ms [2022-02-02 15:07:36 main:574] : INFO : Epoch 1879 | loss: 0.0311538 | val_loss: 0.0311663 | Time: 4502.44 ms [2022-02-02 15:07:40 main:574] : INFO : Epoch 1880 | loss: 0.0311531 | val_loss: 0.0311673 | Time: 3817.31 ms [2022-02-02 15:07:44 main:574] : INFO : Epoch 1881 | loss: 0.0311528 | val_loss: 0.0311695 | Time: 4019.22 ms [2022-02-02 15:07:48 main:574] : INFO : Epoch 1882 | loss: 0.0311525 | val_loss: 0.0311676 | Time: 3958.73 ms [2022-02-02 15:07:52 main:574] : INFO : Epoch 1883 | loss: 0.0311548 | val_loss: 0.0311688 | Time: 4249.97 ms [2022-02-02 15:07:56 main:574] : INFO : Epoch 1884 | loss: 0.0311534 | val_loss: 0.0311682 | Time: 3958.02 ms [2022-02-02 15:08:00 main:574] : INFO : Epoch 1885 | loss: 0.0311579 | val_loss: 0.031178 | Time: 3929.8 ms [2022-02-02 15:08:04 main:574] : INFO : Epoch 1886 | loss: 0.0311672 | val_loss: 0.0311689 | Time: 3833.06 ms [2022-02-02 15:08:08 main:574] : INFO : Epoch 1887 | loss: 0.0311638 | val_loss: 0.0311682 | Time: 3889.82 ms [2022-02-02 15:08:12 main:574] : INFO : Epoch 1888 | loss: 0.0311613 | val_loss: 0.0311679 | Time: 4056.85 ms [2022-02-02 15:08:16 main:574] : INFO : Epoch 1889 | loss: 0.03116 | val_loss: 0.0311704 | Time: 4029.74 ms [2022-02-02 15:08:21 main:574] : INFO : Epoch 1890 | loss: 0.0311585 | val_loss: 0.0311632 | Time: 3995.77 ms [2022-02-02 15:08:25 main:574] : INFO : Epoch 1891 | loss: 0.0311566 | val_loss: 0.0311652 | Time: 4023.95 ms [2022-02-02 15:08:29 main:574] : INFO : Epoch 1892 | loss: 0.0311549 | val_loss: 0.0311659 | Time: 3954.64 ms [2022-02-02 15:08:33 main:574] : INFO : Epoch 1893 | loss: 0.0311579 | val_loss: 0.0311649 | Time: 3904.6 ms [2022-02-02 15:08:37 main:574] : INFO : Epoch 1894 | loss: 0.0311591 | val_loss: 0.0311635 | Time: 4083.12 ms [2022-02-02 15:08:41 main:574] : INFO : Epoch 1895 | loss: 0.0311576 | val_loss: 0.0311687 | Time: 3906.83 ms [2022-02-02 15:08:45 main:574] : INFO : Epoch 1896 | loss: 0.0311566 | val_loss: 0.0311647 | Time: 3986.72 ms [2022-02-02 15:08:49 main:574] : INFO : Epoch 1897 | loss: 0.0311553 | val_loss: 0.0311687 | Time: 4007.74 ms [2022-02-02 15:08:53 main:574] : INFO : Epoch 1898 | loss: 0.031156 | val_loss: 0.0311654 | Time: 3905.38 ms [2022-02-02 15:08:57 main:574] : INFO : Epoch 1899 | loss: 0.0311555 | val_loss: 0.0311652 | Time: 3954.61 ms [2022-02-02 15:09:01 main:574] : INFO : Epoch 1900 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 3907.15 ms [2022-02-02 15:09:05 main:574] : INFO : Epoch 1901 | loss: 0.0311544 | val_loss: 0.0311641 | Time: 3785.74 ms [2022-02-02 15:09:08 main:574] : INFO : Epoch 1902 | loss: 0.0311543 | val_loss: 0.031164 | Time: 3756.97 ms [2022-02-02 15:09:12 main:574] : INFO : Epoch 1903 | loss: 0.0311538 | val_loss: 0.031165 | Time: 3868.46 ms [2022-02-02 15:09:16 main:574] : INFO : Epoch 1904 | loss: 0.0311525 | val_loss: 0.0311642 | Time: 3925.85 ms [2022-02-02 15:09:20 main:574] : INFO : Epoch 1905 | loss: 0.0311525 | val_loss: 0.0311701 | Time: 3878.09 ms [2022-02-02 15:09:24 main:574] : INFO : Epoch 1906 | loss: 0.0311779 | val_loss: 0.0311842 | Time: 4066.54 ms [2022-02-02 15:09:28 main:574] : INFO : Epoch 1907 | loss: 0.03118 | val_loss: 0.031183 | Time: 3976.38 ms [2022-02-02 15:09:33 main:574] : INFO : Epoch 1908 | loss: 0.0311749 | val_loss: 0.0311721 | Time: 4000.1 ms [2022-02-02 15:09:36 main:574] : INFO : Epoch 1909 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 3756.95 ms [2022-02-02 15:09:40 main:574] : INFO : Epoch 1910 | loss: 0.0311809 | val_loss: 0.0311783 | Time: 3848.89 ms [2022-02-02 15:09:44 main:574] : INFO : Epoch 1911 | loss: 0.0311875 | val_loss: 0.0311861 | Time: 3856.77 ms [2022-02-02 15:09:48 main:574] : INFO : Epoch 1912 | loss: 0.0311904 | val_loss: 0.0311849 | Time: 3850.75 ms [2022-02-02 15:09:52 main:574] : INFO : Epoch 1913 | loss: 0.0311873 | val_loss: 0.0311831 | Time: 3936.53 ms [2022-02-02 15:09:56 main:574] : INFO : Epoch 1914 | loss: 0.0311847 | val_loss: 0.0311799 | Time: 3834.11 ms [2022-02-02 15:10:00 main:574] : INFO : Epoch 1915 | loss: 0.0311846 | val_loss: 0.0311837 | Time: 3953.85 ms [2022-02-02 15:10:04 main:574] : INFO : Epoch 1916 | loss: 0.0311843 | val_loss: 0.0311788 | Time: 3948 ms [2022-02-02 15:10:08 main:574] : INFO : Epoch 1917 | loss: 0.0311822 | val_loss: 0.0311828 | Time: 3970.42 ms [2022-02-02 15:10:12 main:574] : INFO : Epoch 1918 | loss: 0.0311806 | val_loss: 0.0311779 | Time: 4035.9 ms [2022-02-02 15:10:16 main:574] : INFO : Epoch 1919 | loss: 0.0311777 | val_loss: 0.0311772 | Time: 3827.07 ms [2022-02-02 15:10:20 main:574] : INFO : Epoch 1920 | loss: 0.031178 | val_loss: 0.0311783 | Time: 3812.7 ms [2022-02-02 15:10:24 main:574] : INFO : Epoch 1921 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 3772.05 ms [2022-02-02 15:10:27 main:574] : INFO : Epoch 1922 | loss: 0.0311755 | val_loss: 0.031177 | Time: 3753.63 ms [2022-02-02 15:10:32 main:574] : INFO : Epoch 1923 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 4044.83 ms [2022-02-02 15:10:36 main:574] : INFO : Epoch 1924 | loss: 0.0311747 | val_loss: 0.0311783 | Time: 4004.25 ms [2022-02-02 15:10:40 main:574] : INFO : Epoch 1925 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 4003.65 ms [2022-02-02 15:10:44 main:574] : INFO : Epoch 1926 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 3933.06 ms [2022-02-02 15:10:48 main:574] : INFO : Epoch 1927 | loss: 0.0311744 | val_loss: 0.031177 | Time: 3986.55 ms [2022-02-02 15:10:51 main:574] : INFO : Epoch 1928 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 3799.07 ms [2022-02-02 15:10:56 main:574] : INFO : Epoch 1929 | loss: 0.031173 | val_loss: 0.0311756 | Time: 4000.66 ms [2022-02-02 15:10:59 main:574] : INFO : Epoch 1930 | loss: 0.0311714 | val_loss: 0.0311764 | Time: 3921.11 ms [2022-02-02 15:11:03 main:574] : INFO : Epoch 1931 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 3765.35 ms [2022-02-02 15:11:07 main:574] : INFO : Epoch 1932 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 3914.55 ms [2022-02-02 15:11:12 main:574] : INFO : Epoch 1933 | loss: 0.031171 | val_loss: 0.0311759 | Time: 3926.72 ms [2022-02-02 15:11:15 main:574] : INFO : Epoch 1934 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 3792.14 ms [2022-02-02 15:11:19 main:574] : INFO : Epoch 1935 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 3699.37 ms [2022-02-02 15:11:23 main:574] : INFO : Epoch 1936 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 3987.69 ms [2022-02-02 15:11:27 main:574] : INFO : Epoch 1937 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 3880.89 ms [2022-02-02 15:11:31 main:574] : INFO : Epoch 1938 | loss: 0.0311716 | val_loss: 0.0311752 | Time: 4133.7 ms [2022-02-02 15:11:35 main:574] : INFO : Epoch 1939 | loss: 0.0311705 | val_loss: 0.031175 | Time: 3960.47 ms [2022-02-02 15:11:39 main:574] : INFO : Epoch 1940 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 4011.84 ms [2022-02-02 15:11:44 main:574] : INFO : Epoch 1941 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 4177.95 ms [2022-02-02 15:11:48 main:574] : INFO : Epoch 1942 | loss: 0.03117 | val_loss: 0.0311736 | Time: 3882.28 ms [2022-02-02 15:11:52 main:574] : INFO : Epoch 1943 | loss: 0.0311695 | val_loss: 0.0311806 | Time: 3996.55 ms [2022-02-02 15:11:56 main:574] : INFO : Epoch 1944 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 4059.93 ms [2022-02-02 15:12:00 main:574] : INFO : Epoch 1945 | loss: 0.0311696 | val_loss: 0.0311749 | Time: 3852.41 ms [2022-02-02 15:12:04 main:574] : INFO : Epoch 1946 | loss: 0.0311689 | val_loss: 0.0311741 | Time: 3864.23 ms [2022-02-02 15:12:08 main:574] : INFO : Epoch 1947 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 4095.62 ms [2022-02-02 15:12:12 main:574] : INFO : Epoch 1948 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 3821.9 ms [2022-02-02 15:12:16 main:574] : INFO : Epoch 1949 | loss: 0.0311668 | val_loss: 0.0311735 | Time: 3959.78 ms [2022-02-02 15:12:20 main:574] : INFO : Epoch 1950 | loss: 0.0311676 | val_loss: 0.0311764 | Time: 3902.63 ms [2022-02-02 15:12:24 main:574] : INFO : Epoch 1951 | loss: 0.0311667 | val_loss: 0.0311743 | Time: 3956.99 ms [2022-02-02 15:12:30 main:574] : INFO : Epoch 1952 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 6771.56 ms [2022-02-02 15:12:38 main:574] : INFO : Epoch 1953 | loss: 0.031167 | val_loss: 0.0311774 | Time: 7217.76 ms [2022-02-02 15:13:15 main:574] : INFO : Epoch 1954 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 38347.1 ms [2022-02-02 15:13:20 main:574] : INFO : Epoch 1955 | loss: 0.0311663 | val_loss: 0.0311761 | Time: 4451.03 ms [2022-02-02 15:13:24 main:574] : INFO : Epoch 1956 | loss: 0.031167 | val_loss: 0.0311746 | Time: 4650.57 ms [2022-02-02 15:13:29 main:574] : INFO : Epoch 1957 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 4574.21 ms [2022-02-02 15:13:34 main:574] : INFO : Epoch 1958 | loss: 0.0311663 | val_loss: 0.0311744 | Time: 4658.56 ms [2022-02-02 15:13:39 main:574] : INFO : Epoch 1959 | loss: 0.031166 | val_loss: 0.031176 | Time: 4562 ms [2022-02-02 15:13:45 main:574] : INFO : Epoch 1960 | loss: 0.0311658 | val_loss: 0.031176 | Time: 4809.26 ms [2022-02-02 15:13:50 main:574] : INFO : Epoch 1961 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 4978.01 ms [2022-02-02 15:13:55 main:574] : INFO : Epoch 1962 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 5221.22 ms [2022-02-02 15:14:05 main:574] : INFO : Epoch 1963 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 4994.69 ms [2022-02-02 15:14:10 main:574] : INFO : Epoch 1964 | loss: 0.0311665 | val_loss: 0.0311762 | Time: 4709.22 ms [2022-02-02 15:14:16 main:574] : INFO : Epoch 1965 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 5215.52 ms [2022-02-02 15:14:21 main:574] : INFO : Epoch 1966 | loss: 0.031165 | val_loss: 0.0311745 | Time: 4805.03 ms [2022-02-02 15:14:26 main:574] : INFO : Epoch 1967 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 5116.67 ms [2022-02-02 15:14:32 main:574] : INFO : Epoch 1968 | loss: 0.0311644 | val_loss: 0.0311757 | Time: 5081.65 ms [2022-02-02 15:14:37 main:574] : INFO : Epoch 1969 | loss: 0.031165 | val_loss: 0.0311746 | Time: 5029.8 ms [2022-02-02 15:14:42 main:574] : INFO : Epoch 1970 | loss: 0.0311648 | val_loss: 0.0311739 | Time: 4825.6 ms [2022-02-02 15:14:47 main:574] : INFO : Epoch 1971 | loss: 0.0311649 | val_loss: 0.0311745 | Time: 5126.89 ms [2022-02-02 15:14:52 main:574] : INFO : Epoch 1972 | loss: 0.031165 | val_loss: 0.0311745 | Time: 4746.09 ms [2022-02-02 15:14:58 main:574] : INFO : Epoch 1973 | loss: 0.0311646 | val_loss: 0.0311738 | Time: 4772.21 ms [2022-02-02 15:15:03 main:574] : INFO : Epoch 1974 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 4924.76 ms [2022-02-02 15:15:13 main:574] : INFO : Epoch 1975 | loss: 0.0311689 | val_loss: 0.0311741 | Time: 9675.48 ms [2022-02-02 15:15:19 main:574] : INFO : Epoch 1976 | loss: 0.0311679 | val_loss: 0.031173 | Time: 5066.32 ms [2022-02-02 15:15:24 main:574] : INFO : Epoch 1977 | loss: 0.0311658 | val_loss: 0.0311749 | Time: 4647.62 ms [2022-02-02 15:15:29 main:574] : INFO : Epoch 1978 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 4857.07 ms [2022-02-02 15:15:34 main:574] : INFO : Epoch 1979 | loss: 0.0311639 | val_loss: 0.0311751 | Time: 4760.11 ms [2022-02-02 15:15:39 main:574] : INFO : Epoch 1980 | loss: 0.031165 | val_loss: 0.031174 | Time: 4858.58 ms [2022-02-02 15:15:45 main:574] : INFO : Epoch 1981 | loss: 0.0311641 | val_loss: 0.0311755 | Time: 4960.79 ms [2022-02-02 15:15:50 main:574] : INFO : Epoch 1982 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 4510.16 ms [2022-02-02 15:15:55 main:574] : INFO : Epoch 1983 | loss: 0.0311703 | val_loss: 0.0311764 | Time: 4424.26 ms [2022-02-02 15:16:01 main:574] : INFO : Epoch 1984 | loss: 0.0311675 | val_loss: 0.0311747 | Time: 4775.28 ms [2022-02-02 15:16:07 main:574] : INFO : Epoch 1985 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 4914.98 ms [2022-02-02 15:16:11 main:574] : INFO : Epoch 1986 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 4535.46 ms [2022-02-02 15:16:16 main:574] : INFO : Epoch 1987 | loss: 0.0311641 | val_loss: 0.0311719 | Time: 4868.12 ms [2022-02-02 15:16:21 main:574] : INFO : Epoch 1988 | loss: 0.031164 | val_loss: 0.0311738 | Time: 4601.9 ms [2022-02-02 15:16:26 main:574] : INFO : Epoch 1989 | loss: 0.0311641 | val_loss: 0.0311734 | Time: 4971.27 ms [2022-02-02 15:16:32 main:574] : INFO : Epoch 1990 | loss: 0.031163 | val_loss: 0.0311722 | Time: 5472.59 ms [2022-02-02 15:16:37 main:574] : INFO : Epoch 1991 | loss: 0.0311622 | val_loss: 0.0311781 | Time: 4640.17 ms [2022-02-02 15:16:42 main:574] : INFO : Epoch 1992 | loss: 0.0311649 | val_loss: 0.0311766 | Time: 4793.84 ms [2022-02-02 15:16:47 main:574] : INFO : Epoch 1993 | loss: 0.0311655 | val_loss: 0.0311737 | Time: 4867.92 ms [2022-02-02 15:16:53 main:574] : INFO : Epoch 1994 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 4731.06 ms [2022-02-02 15:16:58 main:574] : INFO : Epoch 1995 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 5324.32 ms [2022-02-02 15:17:03 main:574] : INFO : Epoch 1996 | loss: 0.0311612 | val_loss: 0.0311726 | Time: 4667.18 ms [2022-02-02 15:17:08 main:574] : INFO : Epoch 1997 | loss: 0.0311605 | val_loss: 0.0311736 | Time: 4760.74 ms [2022-02-02 15:17:13 main:574] : INFO : Epoch 1998 | loss: 0.0311605 | val_loss: 0.0311737 | Time: 4653.09 ms [2022-02-02 15:17:19 main:574] : INFO : Epoch 1999 | loss: 0.03116 | val_loss: 0.0311751 | Time: 5074.97 ms [2022-02-02 15:17:24 main:574] : INFO : Epoch 2000 | loss: 0.0311611 | val_loss: 0.0311738 | Time: 5098.52 ms [2022-02-02 15:17:30 main:574] : INFO : Epoch 2001 | loss: 0.0311607 | val_loss: 0.0311763 | Time: 5187.02 ms [2022-02-02 15:17:35 main:574] : INFO : Epoch 2002 | loss: 0.0311609 | val_loss: 0.0311773 | Time: 4864.9 ms [2022-02-02 15:17:40 main:574] : INFO : Epoch 2003 | loss: 0.0311676 | val_loss: 0.0311738 | Time: 4990.38 ms [2022-02-02 15:17:45 main:574] : INFO : Epoch 2004 | loss: 0.0311669 | val_loss: 0.0311743 | Time: 4654 ms [2022-02-02 15:17:50 main:574] : INFO : Epoch 2005 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 4656.77 ms [2022-02-02 15:18:20 main:574] : INFO : Epoch 2006 | loss: 0.0311642 | val_loss: 0.0311737 | Time: 4520.98 ms [2022-02-02 15:18:25 main:574] : INFO : Epoch 2007 | loss: 0.0311643 | val_loss: 0.0311724 | Time: 4924.3 ms [2022-02-02 15:18:30 main:574] : INFO : Epoch 2008 | loss: 0.0311627 | val_loss: 0.0311715 | Time: 4585 ms [2022-02-02 15:18:35 main:574] : INFO : Epoch 2009 | loss: 0.031162 | val_loss: 0.031173 | Time: 5418.47 ms [2022-02-02 15:18:43 main:574] : INFO : Epoch 2010 | loss: 0.0311623 | val_loss: 0.0311747 | Time: 7818.23 ms [2022-02-02 15:18:49 main:574] : INFO : Epoch 2011 | loss: 0.0311623 | val_loss: 0.0311731 | Time: 4748.31 ms [2022-02-02 15:18:55 main:574] : INFO : Epoch 2012 | loss: 0.0311613 | val_loss: 0.0311783 | Time: 4625.23 ms [2022-02-02 15:19:00 main:574] : INFO : Epoch 2013 | loss: 0.0311604 | val_loss: 0.0311743 | Time: 4973.03 ms [2022-02-02 15:19:09 main:574] : INFO : Epoch 2014 | loss: 0.0311598 | val_loss: 0.0311755 | Time: 8658.03 ms [2022-02-02 15:19:14 main:574] : INFO : Epoch 2015 | loss: 0.0311585 | val_loss: 0.0311739 | Time: 4539.92 ms [2022-02-02 15:19:22 main:574] : INFO : Epoch 2016 | loss: 0.0311588 | val_loss: 0.0311761 | Time: 8310.77 ms [2022-02-02 15:19:27 main:574] : INFO : Epoch 2017 | loss: 0.0311605 | val_loss: 0.0311749 | Time: 5041.66 ms [2022-02-02 15:19:32 main:574] : INFO : Epoch 2018 | loss: 0.0311588 | val_loss: 0.0311748 | Time: 4500.35 ms [2022-02-02 15:19:37 main:574] : INFO : Epoch 2019 | loss: 0.0311601 | val_loss: 0.0311745 | Time: 4527.39 ms [2022-02-02 15:19:41 main:574] : INFO : Epoch 2020 | loss: 0.0311615 | val_loss: 0.0311736 | Time: 4696.21 ms [2022-02-02 15:19:52 main:574] : INFO : Epoch 2021 | loss: 0.0311639 | val_loss: 0.0311754 | Time: 6714.94 ms [2022-02-02 15:19:57 main:574] : INFO : Epoch 2022 | loss: 0.0311692 | val_loss: 0.0311895 | Time: 4822.76 ms [2022-02-02 15:20:02 main:574] : INFO : Epoch 2023 | loss: 0.0336959 | val_loss: 0.0357231 | Time: 4644.07 ms [2022-02-02 15:20:06 main:574] : INFO : Epoch 2024 | loss: 0.0340973 | val_loss: 0.0318217 | Time: 4694.8 ms [2022-02-02 15:20:11 main:574] : INFO : Epoch 2025 | loss: 0.0322975 | val_loss: 0.0320633 | Time: 4479.18 ms [2022-02-02 15:20:16 main:574] : INFO : Epoch 2026 | loss: 0.0315041 | val_loss: 0.0313542 | Time: 4440.03 ms [2022-02-02 15:20:21 main:574] : INFO : Epoch 2027 | loss: 0.0312902 | val_loss: 0.0312624 | Time: 4700.95 ms [2022-02-02 15:20:26 main:574] : INFO : Epoch 2028 | loss: 0.0312554 | val_loss: 0.0312485 | Time: 4802.3 ms [2022-02-02 15:20:31 main:574] : INFO : Epoch 2029 | loss: 0.0312469 | val_loss: 0.0312444 | Time: 4610.95 ms [2022-02-02 15:20:35 main:574] : INFO : Epoch 2030 | loss: 0.0312421 | val_loss: 0.0312384 | Time: 4661.85 ms [2022-02-02 15:20:40 main:574] : INFO : Epoch 2031 | loss: 0.0312353 | val_loss: 0.0312313 | Time: 4495.83 ms [2022-02-02 15:20:45 main:574] : INFO : Epoch 2032 | loss: 0.031228 | val_loss: 0.0312205 | Time: 4704.38 ms [2022-02-02 15:20:50 main:574] : INFO : Epoch 2033 | loss: 0.0312194 | val_loss: 0.0312121 | Time: 4643.49 ms [2022-02-02 15:20:55 main:574] : INFO : Epoch 2034 | loss: 0.0312114 | val_loss: 0.0312043 | Time: 4600.19 ms [2022-02-02 15:21:00 main:574] : INFO : Epoch 2035 | loss: 0.0312052 | val_loss: 0.0311991 | Time: 4647.96 ms [2022-02-02 15:21:05 main:574] : INFO : Epoch 2036 | loss: 0.0312036 | val_loss: 0.0311959 | Time: 4695.63 ms [2022-02-02 15:21:12 main:574] : INFO : Epoch 2037 | loss: 0.0311992 | val_loss: 0.0311918 | Time: 4604.58 ms [2022-02-02 15:21:17 main:574] : INFO : Epoch 2038 | loss: 0.0311947 | val_loss: 0.0311892 | Time: 4548.52 ms [2022-02-02 15:21:22 main:574] : INFO : Epoch 2039 | loss: 0.0311945 | val_loss: 0.0311979 | Time: 4590.88 ms [2022-02-02 15:21:27 main:574] : INFO : Epoch 2040 | loss: 0.031196 | val_loss: 0.0311887 | Time: 4703.05 ms [2022-02-02 15:21:32 main:574] : INFO : Epoch 2041 | loss: 0.031192 | val_loss: 0.0311869 | Time: 4559.32 ms [2022-02-02 15:21:36 main:574] : INFO : Epoch 2042 | loss: 0.0311917 | val_loss: 0.031186 | Time: 4487.31 ms [2022-02-02 15:21:41 main:574] : INFO : Epoch 2043 | loss: 0.0311906 | val_loss: 0.0311878 | Time: 4586.56 ms [2022-02-02 15:21:48 main:574] : INFO : Epoch 2044 | loss: 0.0311922 | val_loss: 0.0311856 | Time: 5155.85 ms [2022-02-02 15:21:53 main:574] : INFO : Epoch 2045 | loss: 0.0311908 | val_loss: 0.0311857 | Time: 4940.69 ms [2022-02-02 15:21:58 main:574] : INFO : Epoch 2046 | loss: 0.0311893 | val_loss: 0.0311864 | Time: 4449.35 ms [2022-02-02 15:22:02 main:574] : INFO : Epoch 2047 | loss: 0.0311894 | val_loss: 0.0311857 | Time: 4685.76 ms [2022-02-02 15:22:07 main:574] : INFO : Epoch 2048 | loss: 0.031189 | val_loss: 0.0311849 | Time: 4700.75 ms [2022-02-02 15:22:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311849 [2022-02-02 15:22:08 main:603] : INFO : Saving end state to config to file [2022-02-02 15:22:08 main:608] : INFO : Success, exiting.. 15:22:08 (600): 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)