Task 7616321
| Name | ParityModified-1631734819-16980-2_0 |
| Workunit | 5270502 |
| Created | 26 Sep 2021, 23:21:22 UTC |
| Sent | 30 Sep 2021, 0:23:35 UTC |
| Report deadline | 7 Oct 2021, 0:23:35 UTC |
| Received | 30 Sep 2021, 13:05:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 35 min 1 sec |
| CPU time | 2 hours 27 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> h 1572 | loss: 0.0311594 | val_loss: 0.0311695 | Time: 4217.67 ms [2021-09-30 15:23:47 main:574] : INFO : Epoch 1573 | loss: 0.0311641 | val_loss: 0.0311726 | Time: 4241.26 ms [2021-09-30 15:23:51 main:574] : INFO : Epoch 1574 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 4276.81 ms [2021-09-30 15:23:55 main:574] : INFO : Epoch 1575 | loss: 0.0311784 | val_loss: 0.0311856 | Time: 4122.86 ms [2021-09-30 15:24:00 main:574] : INFO : Epoch 1576 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 4189.26 ms [2021-09-30 15:24:04 main:574] : INFO : Epoch 1577 | loss: 0.0311821 | val_loss: 0.0311819 | Time: 4334.09 ms [2021-09-30 15:24:08 main:574] : INFO : Epoch 1578 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 4253.23 ms [2021-09-30 15:24:12 main:574] : INFO : Epoch 1579 | loss: 0.0311813 | val_loss: 0.0311897 | Time: 4257.62 ms [2021-09-30 15:24:17 main:574] : INFO : Epoch 1580 | loss: 0.0311845 | val_loss: 0.0311845 | Time: 4251.59 ms [2021-09-30 15:24:21 main:574] : INFO : Epoch 1581 | loss: 0.0311792 | val_loss: 0.0311801 | Time: 4290.55 ms [2021-09-30 15:24:25 main:574] : INFO : Epoch 1582 | loss: 0.0311776 | val_loss: 0.0311778 | Time: 4240.47 ms [2021-09-30 15:24:30 main:574] : INFO : Epoch 1583 | loss: 0.0311772 | val_loss: 0.0311772 | Time: 4282.41 ms [2021-09-30 15:24:34 main:574] : INFO : Epoch 1584 | loss: 0.0311766 | val_loss: 0.0311757 | Time: 4378.68 ms [2021-09-30 15:24:38 main:574] : INFO : Epoch 1585 | loss: 0.0311785 | val_loss: 0.0311748 | Time: 4433.62 ms [2021-09-30 15:24:43 main:574] : INFO : Epoch 1586 | loss: 0.0311776 | val_loss: 0.0311756 | Time: 4475.96 ms [2021-09-30 15:24:47 main:574] : INFO : Epoch 1587 | loss: 0.0311752 | val_loss: 0.0311755 | Time: 4250.97 ms [2021-09-30 15:24:51 main:574] : INFO : Epoch 1588 | loss: 0.0311803 | val_loss: 0.0311797 | Time: 4153.61 ms [2021-09-30 15:24:56 main:574] : INFO : Epoch 1589 | loss: 0.0311824 | val_loss: 0.0311849 | Time: 4281.31 ms [2021-09-30 15:25:00 main:574] : INFO : Epoch 1590 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 4211.46 ms [2021-09-30 15:25:04 main:574] : INFO : Epoch 1591 | loss: 0.0311893 | val_loss: 0.0311843 | Time: 4258.82 ms [2021-09-30 15:25:08 main:574] : INFO : Epoch 1592 | loss: 0.0311873 | val_loss: 0.0311841 | Time: 4159.27 ms [2021-09-30 15:25:12 main:574] : INFO : Epoch 1593 | loss: 0.0311856 | val_loss: 0.0311818 | Time: 4171.73 ms [2021-09-30 15:25:17 main:574] : INFO : Epoch 1594 | loss: 0.0311824 | val_loss: 0.0311803 | Time: 4131.27 ms [2021-09-30 15:25:21 main:574] : INFO : Epoch 1595 | loss: 0.0311805 | val_loss: 0.0311786 | Time: 4328.12 ms [2021-09-30 15:25:25 main:574] : INFO : Epoch 1596 | loss: 0.0311809 | val_loss: 0.0311787 | Time: 4249.91 ms [2021-09-30 15:25:29 main:574] : INFO : Epoch 1597 | loss: 0.0311791 | val_loss: 0.0311782 | Time: 4206.5 ms [2021-09-30 15:25:34 main:574] : INFO : Epoch 1598 | loss: 0.0311776 | val_loss: 0.0311754 | Time: 4188.88 ms [2021-09-30 15:25:38 main:574] : INFO : Epoch 1599 | loss: 0.0311786 | val_loss: 0.0311763 | Time: 4342.3 ms [2021-09-30 15:25:42 main:574] : INFO : Epoch 1600 | loss: 0.0311814 | val_loss: 0.031178 | Time: 4257.65 ms [2021-09-30 15:25:47 main:574] : INFO : Epoch 1601 | loss: 0.0311866 | val_loss: 0.0311861 | Time: 4765.3 ms [2021-09-30 15:25:52 main:574] : INFO : Epoch 1602 | loss: 0.0311841 | val_loss: 0.0311798 | Time: 5323.71 ms [2021-09-30 15:25:57 main:574] : INFO : Epoch 1603 | loss: 0.0311826 | val_loss: 0.0311833 | Time: 5070.36 ms [2021-09-30 15:26:02 main:574] : INFO : Epoch 1604 | loss: 0.0311821 | val_loss: 0.0311775 | Time: 4798.66 ms [2021-09-30 15:26:06 main:574] : INFO : Epoch 1605 | loss: 0.03118 | val_loss: 0.0311775 | Time: 4178.9 ms [2021-09-30 15:26:11 main:574] : INFO : Epoch 1606 | loss: 0.0311814 | val_loss: 0.0311798 | Time: 4269.32 ms [2021-09-30 15:26:15 main:574] : INFO : Epoch 1607 | loss: 0.0311804 | val_loss: 0.0311793 | Time: 4182.55 ms [2021-09-30 15:26:19 main:574] : INFO : Epoch 1608 | loss: 0.0311814 | val_loss: 0.0311805 | Time: 4218.23 ms [2021-09-30 15:26:23 main:574] : INFO : Epoch 1609 | loss: 0.031181 | val_loss: 0.0311777 | Time: 4246.02 ms [2021-09-30 15:26:27 main:574] : INFO : Epoch 1610 | loss: 0.0311803 | val_loss: 0.0311782 | Time: 4203.13 ms [2021-09-30 15:26:32 main:574] : INFO : Epoch 1611 | loss: 0.031181 | val_loss: 0.0311816 | Time: 4174.09 ms [2021-09-30 15:26:36 main:574] : INFO : Epoch 1612 | loss: 0.031181 | val_loss: 0.0311782 | Time: 4180.35 ms [2021-09-30 15:26:40 main:574] : INFO : Epoch 1613 | loss: 0.0311797 | val_loss: 0.0311772 | Time: 4344.61 ms [2021-09-30 15:26:44 main:574] : INFO : Epoch 1614 | loss: 0.0311793 | val_loss: 0.0311779 | Time: 4302.07 ms [2021-09-30 15:26:49 main:574] : INFO : Epoch 1615 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 4293.24 ms [2021-09-30 15:26:53 main:574] : INFO : Epoch 1616 | loss: 0.0311845 | val_loss: 0.0311784 | Time: 4726.48 ms [2021-09-30 15:26:58 main:574] : INFO : Epoch 1617 | loss: 0.0311814 | val_loss: 0.0311769 | Time: 4171.6 ms [2021-09-30 15:27:02 main:574] : INFO : Epoch 1618 | loss: 0.0311794 | val_loss: 0.0311763 | Time: 4223.68 ms [2021-09-30 15:27:06 main:574] : INFO : Epoch 1619 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 4214.53 ms [2021-09-30 15:27:10 main:574] : INFO : Epoch 1620 | loss: 0.0311794 | val_loss: 0.031176 | Time: 4219.69 ms [2021-09-30 15:27:15 main:574] : INFO : Epoch 1621 | loss: 0.0311777 | val_loss: 0.0311767 | Time: 4206.87 ms [2021-09-30 15:27:19 main:574] : INFO : Epoch 1622 | loss: 0.0311789 | val_loss: 0.0311766 | Time: 4306.09 ms [2021-09-30 15:27:23 main:574] : INFO : Epoch 1623 | loss: 0.0311792 | val_loss: 0.0311751 | Time: 4262.85 ms [2021-09-30 15:27:27 main:574] : INFO : Epoch 1624 | loss: 0.0311785 | val_loss: 0.0311771 | Time: 4265.6 ms [2021-09-30 15:27:32 main:574] : INFO : Epoch 1625 | loss: 0.0311773 | val_loss: 0.0311775 | Time: 4151.49 ms [2021-09-30 15:27:36 main:574] : INFO : Epoch 1626 | loss: 0.031176 | val_loss: 0.031177 | Time: 4233.69 ms [2021-09-30 15:27:40 main:574] : INFO : Epoch 1627 | loss: 0.0311765 | val_loss: 0.0311782 | Time: 4210.64 ms [2021-09-30 15:27:44 main:574] : INFO : Epoch 1628 | loss: 0.0311745 | val_loss: 0.0311745 | Time: 4201.53 ms [2021-09-30 15:27:49 main:574] : INFO : Epoch 1629 | loss: 0.0311747 | val_loss: 0.0311758 | Time: 4374.27 ms [2021-09-30 15:27:53 main:574] : INFO : Epoch 1630 | loss: 0.0311738 | val_loss: 0.0311742 | Time: 4131.65 ms [2021-09-30 15:27:57 main:574] : INFO : Epoch 1631 | loss: 0.0311737 | val_loss: 0.0311762 | Time: 4548.32 ms [2021-09-30 15:28:02 main:574] : INFO : Epoch 1632 | loss: 0.0311747 | val_loss: 0.0311746 | Time: 4409.55 ms [2021-09-30 15:28:06 main:574] : INFO : Epoch 1633 | loss: 0.0311737 | val_loss: 0.0311744 | Time: 4187.98 ms [2021-09-30 15:28:10 main:574] : INFO : Epoch 1634 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 4179.31 ms [2021-09-30 15:28:14 main:574] : INFO : Epoch 1635 | loss: 0.0311733 | val_loss: 0.0311736 | Time: 4292.33 ms [2021-09-30 15:28:19 main:574] : INFO : Epoch 1636 | loss: 0.0311734 | val_loss: 0.0311738 | Time: 4253.64 ms [2021-09-30 15:28:23 main:574] : INFO : Epoch 1637 | loss: 0.0311731 | val_loss: 0.0311761 | Time: 4203.23 ms [2021-09-30 15:28:27 main:574] : INFO : Epoch 1638 | loss: 0.0311727 | val_loss: 0.0311753 | Time: 4271.19 ms [2021-09-30 15:28:31 main:574] : INFO : Epoch 1639 | loss: 0.0311723 | val_loss: 0.0311746 | Time: 4201.8 ms [2021-09-30 15:28:36 main:574] : INFO : Epoch 1640 | loss: 0.0311714 | val_loss: 0.0311747 | Time: 4219.68 ms [2021-09-30 15:28:40 main:574] : INFO : Epoch 1641 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 4192.53 ms [2021-09-30 15:28:44 main:574] : INFO : Epoch 1642 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 4168.23 ms [2021-09-30 15:28:48 main:574] : INFO : Epoch 1643 | loss: 0.0311714 | val_loss: 0.0311747 | Time: 4222.8 ms [2021-09-30 15:28:52 main:574] : INFO : Epoch 1644 | loss: 0.0311707 | val_loss: 0.0311757 | Time: 4219.65 ms [2021-09-30 15:28:57 main:574] : INFO : Epoch 1645 | loss: 0.0311723 | val_loss: 0.0311739 | Time: 4333.2 ms [2021-09-30 15:29:01 main:574] : INFO : Epoch 1646 | loss: 0.031172 | val_loss: 0.0311826 | Time: 4160.69 ms [2021-09-30 15:29:06 main:574] : INFO : Epoch 1647 | loss: 0.0311715 | val_loss: 0.0311776 | Time: 4700.98 ms [2021-09-30 15:29:10 main:574] : INFO : Epoch 1648 | loss: 0.0311719 | val_loss: 0.0311753 | Time: 4284.22 ms [2021-09-30 15:29:14 main:574] : INFO : Epoch 1649 | loss: 0.0311798 | val_loss: 0.0311779 | Time: 4155.46 ms [2021-09-30 15:29:18 main:574] : INFO : Epoch 1650 | loss: 0.0311804 | val_loss: 0.0311783 | Time: 4189.79 ms [2021-09-30 15:29:23 main:574] : INFO : Epoch 1651 | loss: 0.031178 | val_loss: 0.0311778 | Time: 4279.96 ms [2021-09-30 15:29:27 main:574] : INFO : Epoch 1652 | loss: 0.0311766 | val_loss: 0.0311763 | Time: 4200.2 ms [2021-09-30 15:29:31 main:574] : INFO : Epoch 1653 | loss: 0.031177 | val_loss: 0.0311769 | Time: 4150.72 ms [2021-09-30 15:29:35 main:574] : INFO : Epoch 1654 | loss: 0.0311769 | val_loss: 0.0311766 | Time: 4213.49 ms [2021-09-30 15:29:39 main:574] : INFO : Epoch 1655 | loss: 0.0311754 | val_loss: 0.0311771 | Time: 4127.55 ms [2021-09-30 15:29:43 main:574] : INFO : Epoch 1656 | loss: 0.031175 | val_loss: 0.0311772 | Time: 4223.01 ms [2021-09-30 15:29:48 main:574] : INFO : Epoch 1657 | loss: 0.0311748 | val_loss: 0.0311758 | Time: 4238.05 ms [2021-09-30 15:29:52 main:574] : INFO : Epoch 1658 | loss: 0.0311733 | val_loss: 0.0311748 | Time: 4225.37 ms [2021-09-30 15:29:56 main:574] : INFO : Epoch 1659 | loss: 0.0311721 | val_loss: 0.031179 | Time: 4184.31 ms [2021-09-30 15:30:00 main:574] : INFO : Epoch 1660 | loss: 0.0311719 | val_loss: 0.0311746 | Time: 4321.71 ms [2021-09-30 15:30:05 main:574] : INFO : Epoch 1661 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 4302.52 ms [2021-09-30 15:30:09 main:574] : INFO : Epoch 1662 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 4441.58 ms [2021-09-30 15:30:14 main:574] : INFO : Epoch 1663 | loss: 0.0311729 | val_loss: 0.0311791 | Time: 4444.45 ms [2021-09-30 15:30:18 main:574] : INFO : Epoch 1664 | loss: 0.0311706 | val_loss: 0.0311777 | Time: 4258.53 ms [2021-09-30 15:30:22 main:574] : INFO : Epoch 1665 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 4233.05 ms [2021-09-30 15:30:26 main:574] : INFO : Epoch 1666 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 4262.25 ms [2021-09-30 15:30:31 main:574] : INFO : Epoch 1667 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 4170.28 ms [2021-09-30 15:30:35 main:574] : INFO : Epoch 1668 | loss: 0.0311701 | val_loss: 0.031175 | Time: 4148.32 ms [2021-09-30 15:30:39 main:574] : INFO : Epoch 1669 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 4179.51 ms [2021-09-30 15:30:43 main:574] : INFO : Epoch 1670 | loss: 0.0311702 | val_loss: 0.0311749 | Time: 4150.61 ms [2021-09-30 15:30:47 main:574] : INFO : Epoch 1671 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 4305.26 ms [2021-09-30 15:30:52 main:574] : INFO : Epoch 1672 | loss: 0.0311692 | val_loss: 0.0311735 | Time: 4230.92 ms [2021-09-30 15:30:56 main:574] : INFO : Epoch 1673 | loss: 0.0311687 | val_loss: 0.031175 | Time: 4237.26 ms [2021-09-30 15:31:00 main:574] : INFO : Epoch 1674 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 4214.45 ms [2021-09-30 15:31:04 main:574] : INFO : Epoch 1675 | loss: 0.0311725 | val_loss: 0.0311766 | Time: 4311.88 ms [2021-09-30 15:31:09 main:574] : INFO : Epoch 1676 | loss: 0.0311724 | val_loss: 0.0311746 | Time: 4669.16 ms [2021-09-30 15:31:14 main:574] : INFO : Epoch 1677 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 4443.33 ms [2021-09-30 15:31:18 main:574] : INFO : Epoch 1678 | loss: 0.0311722 | val_loss: 0.03118 | Time: 4645.89 ms [2021-09-30 15:31:22 main:574] : INFO : Epoch 1679 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 4267.92 ms [2021-09-30 15:31:27 main:574] : INFO : Epoch 1680 | loss: 0.0311749 | val_loss: 0.0311776 | Time: 4216.7 ms [2021-09-30 15:31:31 main:574] : INFO : Epoch 1681 | loss: 0.0311762 | val_loss: 0.0311758 | Time: 4208.8 ms [2021-09-30 15:31:35 main:574] : INFO : Epoch 1682 | loss: 0.0311757 | val_loss: 0.0311754 | Time: 4174.62 ms [2021-09-30 15:31:39 main:574] : INFO : Epoch 1683 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 4232.56 ms [2021-09-30 15:31:44 main:574] : INFO : Epoch 1684 | loss: 0.0311783 | val_loss: 0.0311818 | Time: 4229.31 ms [2021-09-30 15:31:48 main:574] : INFO : Epoch 1685 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 4195.69 ms [2021-09-30 15:31:52 main:574] : INFO : Epoch 1686 | loss: 0.031177 | val_loss: 0.0311813 | Time: 4154.66 ms [2021-09-30 15:31:56 main:574] : INFO : Epoch 1687 | loss: 0.0311777 | val_loss: 0.0311827 | Time: 4221.3 ms [2021-09-30 15:32:00 main:574] : INFO : Epoch 1688 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 4176.52 ms [2021-09-30 15:32:05 main:574] : INFO : Epoch 1689 | loss: 0.0311772 | val_loss: 0.0311796 | Time: 4193.37 ms [2021-09-30 15:32:09 main:574] : INFO : Epoch 1690 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 4245.32 ms [2021-09-30 15:32:13 main:574] : INFO : Epoch 1691 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 4389.83 ms [2021-09-30 15:32:17 main:574] : INFO : Epoch 1692 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 4178.52 ms [2021-09-30 15:32:22 main:574] : INFO : Epoch 1693 | loss: 0.031174 | val_loss: 0.0311796 | Time: 4719.68 ms [2021-09-30 15:32:26 main:574] : INFO : Epoch 1694 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 4335.2 ms [2021-09-30 15:32:31 main:574] : INFO : Epoch 1695 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 4274.05 ms [2021-09-30 15:32:35 main:574] : INFO : Epoch 1696 | loss: 0.0311756 | val_loss: 0.0311801 | Time: 4225.6 ms [2021-09-30 15:32:39 main:574] : INFO : Epoch 1697 | loss: 0.0311752 | val_loss: 0.0311775 | Time: 4138.8 ms [2021-09-30 15:32:43 main:574] : INFO : Epoch 1698 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 4172.25 ms [2021-09-30 15:32:47 main:574] : INFO : Epoch 1699 | loss: 0.0311725 | val_loss: 0.0311763 | Time: 4180.96 ms [2021-09-30 15:32:52 main:574] : INFO : Epoch 1700 | loss: 0.0311765 | val_loss: 0.0311824 | Time: 4247.86 ms [2021-09-30 15:32:56 main:574] : INFO : Epoch 1701 | loss: 0.0311853 | val_loss: 0.0311837 | Time: 4141.86 ms [2021-09-30 15:33:00 main:574] : INFO : Epoch 1702 | loss: 0.0311822 | val_loss: 0.0311809 | Time: 4179.53 ms [2021-09-30 15:33:04 main:574] : INFO : Epoch 1703 | loss: 0.0311817 | val_loss: 0.0311834 | Time: 4262.64 ms [2021-09-30 15:33:09 main:574] : INFO : Epoch 1704 | loss: 0.0311825 | val_loss: 0.0311808 | Time: 4223.39 ms [2021-09-30 15:33:13 main:574] : INFO : Epoch 1705 | loss: 0.031179 | val_loss: 0.0311776 | Time: 4267.17 ms [2021-09-30 15:33:17 main:574] : INFO : Epoch 1706 | loss: 0.0311777 | val_loss: 0.0311773 | Time: 4349.08 ms [2021-09-30 15:33:21 main:574] : INFO : Epoch 1707 | loss: 0.0311797 | val_loss: 0.031184 | Time: 4277.59 ms [2021-09-30 15:33:26 main:574] : INFO : Epoch 1708 | loss: 0.0311794 | val_loss: 0.0311774 | Time: 4475.65 ms [2021-09-30 15:33:31 main:574] : INFO : Epoch 1709 | loss: 0.0311776 | val_loss: 0.0311773 | Time: 4619.6 ms [2021-09-30 15:33:35 main:574] : INFO : Epoch 1710 | loss: 0.0311775 | val_loss: 0.0311781 | Time: 4221.27 ms [2021-09-30 15:33:39 main:574] : INFO : Epoch 1711 | loss: 0.0311774 | val_loss: 0.0311796 | Time: 4268.18 ms [2021-09-30 15:33:44 main:574] : INFO : Epoch 1712 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 4526.9 ms [2021-09-30 15:33:48 main:574] : INFO : Epoch 1713 | loss: 0.0311758 | val_loss: 0.0311786 | Time: 4235.32 ms [2021-09-30 15:33:52 main:574] : INFO : Epoch 1714 | loss: 0.0311753 | val_loss: 0.0311772 | Time: 4218.47 ms [2021-09-30 15:33:56 main:574] : INFO : Epoch 1715 | loss: 0.0311766 | val_loss: 0.0311831 | Time: 4346.05 ms [2021-09-30 15:34:01 main:574] : INFO : Epoch 1716 | loss: 0.0311779 | val_loss: 0.0311763 | Time: 4227.37 ms [2021-09-30 15:34:05 main:574] : INFO : Epoch 1717 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 4219.91 ms [2021-09-30 15:34:09 main:574] : INFO : Epoch 1718 | loss: 0.0311746 | val_loss: 0.0311778 | Time: 4273.69 ms [2021-09-30 15:34:13 main:574] : INFO : Epoch 1719 | loss: 0.0311742 | val_loss: 0.0311761 | Time: 4347.67 ms [2021-09-30 15:34:18 main:574] : INFO : Epoch 1720 | loss: 0.0311752 | val_loss: 0.0311767 | Time: 4290.42 ms [2021-09-30 15:34:22 main:574] : INFO : Epoch 1721 | loss: 0.031173 | val_loss: 0.0311759 | Time: 4288.37 ms [2021-09-30 15:34:26 main:574] : INFO : Epoch 1722 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 4279.32 ms [2021-09-30 15:34:31 main:574] : INFO : Epoch 1723 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 4246.86 ms [2021-09-30 15:34:35 main:574] : INFO : Epoch 1724 | loss: 0.0311719 | val_loss: 0.0311754 | Time: 4606.99 ms [2021-09-30 15:34:40 main:574] : INFO : Epoch 1725 | loss: 0.0311728 | val_loss: 0.0311752 | Time: 4286.56 ms [2021-09-30 15:34:44 main:574] : INFO : Epoch 1726 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 4046.32 ms [2021-09-30 15:34:48 main:574] : INFO : Epoch 1727 | loss: 0.0311721 | val_loss: 0.0311786 | Time: 4118 ms [2021-09-30 15:34:52 main:574] : INFO : Epoch 1728 | loss: 0.031175 | val_loss: 0.0311876 | Time: 4138.92 ms [2021-09-30 15:34:56 main:574] : INFO : Epoch 1729 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 4134.81 ms [2021-09-30 15:35:00 main:574] : INFO : Epoch 1730 | loss: 0.0311727 | val_loss: 0.031178 | Time: 4113.37 ms [2021-09-30 15:35:04 main:574] : INFO : Epoch 1731 | loss: 0.0311735 | val_loss: 0.0311831 | Time: 4175.59 ms [2021-09-30 15:35:08 main:574] : INFO : Epoch 1732 | loss: 0.0311726 | val_loss: 0.0311762 | Time: 4155.03 ms [2021-09-30 15:35:13 main:574] : INFO : Epoch 1733 | loss: 0.0311715 | val_loss: 0.0311757 | Time: 4143.62 ms [2021-09-30 15:35:17 main:574] : INFO : Epoch 1734 | loss: 0.0311713 | val_loss: 0.0311767 | Time: 4156.61 ms [2021-09-30 15:35:21 main:574] : INFO : Epoch 1735 | loss: 0.0311703 | val_loss: 0.031176 | Time: 3935.34 ms [2021-09-30 15:35:25 main:574] : INFO : Epoch 1736 | loss: 0.0311701 | val_loss: 0.0311762 | Time: 4114.33 ms [2021-09-30 15:35:29 main:574] : INFO : Epoch 1737 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 4139.07 ms [2021-09-30 15:35:33 main:574] : INFO : Epoch 1738 | loss: 0.0311703 | val_loss: 0.0311774 | Time: 4189.14 ms [2021-09-30 15:35:37 main:574] : INFO : Epoch 1739 | loss: 0.031171 | val_loss: 0.0311764 | Time: 4017.45 ms [2021-09-30 15:35:42 main:574] : INFO : Epoch 1740 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 4516.02 ms [2021-09-30 15:35:46 main:574] : INFO : Epoch 1741 | loss: 0.0311707 | val_loss: 0.0311749 | Time: 4212.22 ms [2021-09-30 15:35:50 main:574] : INFO : Epoch 1742 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 3884.41 ms [2021-09-30 15:35:54 main:574] : INFO : Epoch 1743 | loss: 0.0311694 | val_loss: 0.0311761 | Time: 3811.07 ms [2021-09-30 15:35:57 main:574] : INFO : Epoch 1744 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 3861.93 ms [2021-09-30 15:36:01 main:574] : INFO : Epoch 1745 | loss: 0.0311693 | val_loss: 0.0311797 | Time: 3847.36 ms [2021-09-30 15:36:05 main:574] : INFO : Epoch 1746 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 3879.37 ms [2021-09-30 15:36:09 main:574] : INFO : Epoch 1747 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 3812.17 ms [2021-09-30 15:36:13 main:574] : INFO : Epoch 1748 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 3838.9 ms [2021-09-30 15:36:17 main:574] : INFO : Epoch 1749 | loss: 0.0311699 | val_loss: 0.0311759 | Time: 3841.29 ms [2021-09-30 15:36:21 main:574] : INFO : Epoch 1750 | loss: 0.0311681 | val_loss: 0.0311751 | Time: 3781.95 ms [2021-09-30 15:36:24 main:574] : INFO : Epoch 1751 | loss: 0.0311686 | val_loss: 0.031177 | Time: 3866.6 ms [2021-09-30 15:36:28 main:574] : INFO : Epoch 1752 | loss: 0.0311708 | val_loss: 0.0311803 | Time: 3849.08 ms [2021-09-30 15:36:32 main:574] : INFO : Epoch 1753 | loss: 0.0311685 | val_loss: 0.0311759 | Time: 3872.37 ms [2021-09-30 15:36:36 main:574] : INFO : Epoch 1754 | loss: 0.031169 | val_loss: 0.0311762 | Time: 3967.83 ms [2021-09-30 15:36:40 main:574] : INFO : Epoch 1755 | loss: 0.0311677 | val_loss: 0.0311758 | Time: 3995.57 ms [2021-09-30 15:36:44 main:574] : INFO : Epoch 1756 | loss: 0.0311678 | val_loss: 0.0311782 | Time: 3783.29 ms [2021-09-30 15:36:48 main:574] : INFO : Epoch 1757 | loss: 0.0311689 | val_loss: 0.0311814 | Time: 4451.13 ms [2021-09-30 15:36:52 main:574] : INFO : Epoch 1758 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 3979.4 ms [2021-09-30 15:36:56 main:574] : INFO : Epoch 1759 | loss: 0.0311681 | val_loss: 0.0311794 | Time: 3818.54 ms [2021-09-30 15:37:00 main:574] : INFO : Epoch 1760 | loss: 0.0311673 | val_loss: 0.0311787 | Time: 3804.8 ms [2021-09-30 15:37:04 main:574] : INFO : Epoch 1761 | loss: 0.0311669 | val_loss: 0.0311768 | Time: 3789.03 ms [2021-09-30 15:37:08 main:574] : INFO : Epoch 1762 | loss: 0.0311667 | val_loss: 0.0311788 | Time: 3815.9 ms [2021-09-30 15:37:11 main:574] : INFO : Epoch 1763 | loss: 0.031168 | val_loss: 0.0311781 | Time: 3781.37 ms [2021-09-30 15:37:15 main:574] : INFO : Epoch 1764 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 3807.84 ms [2021-09-30 15:37:19 main:574] : INFO : Epoch 1765 | loss: 0.0311669 | val_loss: 0.0311781 | Time: 3738.69 ms [2021-09-30 15:37:23 main:574] : INFO : Epoch 1766 | loss: 0.0311673 | val_loss: 0.0311766 | Time: 3866.2 ms [2021-09-30 15:37:27 main:574] : INFO : Epoch 1767 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 3858.59 ms [2021-09-30 15:37:30 main:574] : INFO : Epoch 1768 | loss: 0.0311664 | val_loss: 0.0311778 | Time: 3737.54 ms [2021-09-30 15:37:34 main:574] : INFO : Epoch 1769 | loss: 0.0311675 | val_loss: 0.0311815 | Time: 3850.83 ms [2021-09-30 15:37:38 main:574] : INFO : Epoch 1770 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 3815.27 ms [2021-09-30 15:37:42 main:574] : INFO : Epoch 1771 | loss: 0.0311661 | val_loss: 0.0311779 | Time: 3918.57 ms [2021-09-30 15:37:46 main:574] : INFO : Epoch 1772 | loss: 0.0311672 | val_loss: 0.031176 | Time: 3897.31 ms [2021-09-30 15:37:50 main:574] : INFO : Epoch 1773 | loss: 0.0311693 | val_loss: 0.0311755 | Time: 3795.2 ms [2021-09-30 15:37:54 main:574] : INFO : Epoch 1774 | loss: 0.0311682 | val_loss: 0.0311751 | Time: 4255.99 ms [2021-09-30 15:37:58 main:574] : INFO : Epoch 1775 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 3936.5 ms [2021-09-30 15:38:02 main:574] : INFO : Epoch 1776 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 3791.78 ms [2021-09-30 15:38:05 main:574] : INFO : Epoch 1777 | loss: 0.0311692 | val_loss: 0.031175 | Time: 3690.21 ms [2021-09-30 15:38:09 main:574] : INFO : Epoch 1778 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 3849.31 ms [2021-09-30 15:38:13 main:574] : INFO : Epoch 1779 | loss: 0.0311668 | val_loss: 0.0311742 | Time: 3804.03 ms [2021-09-30 15:38:17 main:574] : INFO : Epoch 1780 | loss: 0.0311669 | val_loss: 0.031175 | Time: 3766.69 ms [2021-09-30 15:38:21 main:574] : INFO : Epoch 1781 | loss: 0.0311666 | val_loss: 0.0311748 | Time: 3835.47 ms [2021-09-30 15:38:25 main:574] : INFO : Epoch 1782 | loss: 0.0311666 | val_loss: 0.0311761 | Time: 3885.04 ms [2021-09-30 15:38:28 main:574] : INFO : Epoch 1783 | loss: 0.0311659 | val_loss: 0.0311758 | Time: 3820.99 ms [2021-09-30 15:38:32 main:574] : INFO : Epoch 1784 | loss: 0.031165 | val_loss: 0.0311751 | Time: 3868.18 ms [2021-09-30 15:38:36 main:574] : INFO : Epoch 1785 | loss: 0.0311649 | val_loss: 0.0311765 | Time: 3845.76 ms [2021-09-30 15:38:40 main:574] : INFO : Epoch 1786 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 3875.41 ms [2021-09-30 15:38:44 main:574] : INFO : Epoch 1787 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 3817.97 ms [2021-09-30 15:38:48 main:574] : INFO : Epoch 1788 | loss: 0.0311706 | val_loss: 0.0311742 | Time: 3909.9 ms [2021-09-30 15:38:52 main:574] : INFO : Epoch 1789 | loss: 0.0311688 | val_loss: 0.0311759 | Time: 3999.45 ms [2021-09-30 15:38:56 main:574] : INFO : Epoch 1790 | loss: 0.0311723 | val_loss: 0.0311738 | Time: 3865.25 ms [2021-09-30 15:39:00 main:574] : INFO : Epoch 1791 | loss: 0.0311688 | val_loss: 0.0311729 | Time: 4159.95 ms [2021-09-30 15:39:04 main:574] : INFO : Epoch 1792 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 4110.91 ms [2021-09-30 15:39:08 main:574] : INFO : Epoch 1793 | loss: 0.0311675 | val_loss: 0.031173 | Time: 3788.52 ms [2021-09-30 15:39:12 main:574] : INFO : Epoch 1794 | loss: 0.0311671 | val_loss: 0.0311746 | Time: 3820.48 ms [2021-09-30 15:39:15 main:574] : INFO : Epoch 1795 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 3880.76 ms [2021-09-30 15:39:19 main:574] : INFO : Epoch 1796 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 3853.48 ms [2021-09-30 15:39:23 main:574] : INFO : Epoch 1797 | loss: 0.0311659 | val_loss: 0.0311734 | Time: 3833.87 ms [2021-09-30 15:39:27 main:574] : INFO : Epoch 1798 | loss: 0.0311658 | val_loss: 0.0311717 | Time: 3812.68 ms [2021-09-30 15:39:31 main:574] : INFO : Epoch 1799 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 3896.86 ms [2021-09-30 15:39:35 main:574] : INFO : Epoch 1800 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 3956.47 ms [2021-09-30 15:39:39 main:574] : INFO : Epoch 1801 | loss: 0.0311659 | val_loss: 0.031173 | Time: 3883.32 ms [2021-09-30 15:39:43 main:574] : INFO : Epoch 1802 | loss: 0.0311658 | val_loss: 0.0311747 | Time: 3919.28 ms [2021-09-30 15:39:46 main:574] : INFO : Epoch 1803 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 3843.51 ms [2021-09-30 15:39:50 main:574] : INFO : Epoch 1804 | loss: 0.0311666 | val_loss: 0.0311718 | Time: 3909.07 ms [2021-09-30 15:39:54 main:574] : INFO : Epoch 1805 | loss: 0.0311651 | val_loss: 0.0311736 | Time: 3897.49 ms [2021-09-30 15:39:58 main:574] : INFO : Epoch 1806 | loss: 0.0311653 | val_loss: 0.0311738 | Time: 3985.62 ms [2021-09-30 15:40:02 main:574] : INFO : Epoch 1807 | loss: 0.0311649 | val_loss: 0.0311732 | Time: 3797.15 ms [2021-09-30 15:40:06 main:574] : INFO : Epoch 1808 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 4154.12 ms [2021-09-30 15:40:10 main:574] : INFO : Epoch 1809 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 4054.63 ms [2021-09-30 15:40:14 main:574] : INFO : Epoch 1810 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 3836.01 ms [2021-09-30 15:40:18 main:574] : INFO : Epoch 1811 | loss: 0.0311653 | val_loss: 0.0311759 | Time: 3927.22 ms [2021-09-30 15:40:22 main:574] : INFO : Epoch 1812 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 3893.41 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2021-09-30 15:49:24 main:435] : INFO : Set logging level to 1 [2021-09-30 15:49:24 main:441] : INFO : Running in BOINC Client mode [2021-09-30 15:49:24 main:444] : INFO : Resolving all filenames [2021-09-30 15:49:24 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-30 15:49:24 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734819-16980-2_0_r1350534822_1 (exists = 1) [2021-09-30 15:49:24 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734819-16980-2_0_r1350534822_0 (exists = 0) [2021-09-30 15:49:24 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734819-16980-2 (exists = 1) [2021-09-30 15:49:24 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-30 15:49:24 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-30 15:49:24 main:474] : INFO : Configuration: [2021-09-30 15:49:24 main:475] : INFO : Model type: GRU [2021-09-30 15:49:24 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-30 15:49:24 main:477] : INFO : Max Epochs: 2048 [2021-09-30 15:49:24 main:478] : INFO : Batch Size: 128 [2021-09-30 15:49:24 main:479] : INFO : Learning Rate: 0.01 [2021-09-30 15:49:24 main:480] : INFO : Patience: 10 [2021-09-30 15:49:24 main:481] : INFO : Hidden Width: 12 [2021-09-30 15:49:24 main:482] : INFO : # Recurrent Layers: 4 [2021-09-30 15:49:24 main:483] : INFO : # Backend Layers: 4 [2021-09-30 15:49:24 main:484] : INFO : # Threads: 1 [2021-09-30 15:49:24 main:486] : INFO : Preparing Dataset [2021-09-30 15:49:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-30 15:49:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-30 15:49:26 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-30 15:49:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-30 15:49:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-30 15:49:26 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-30 15:49:26 main:494] : INFO : Creating Model [2021-09-30 15:49:26 main:507] : INFO : Preparing config file [2021-09-30 15:49:26 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-30 15:49:26 main:512] : INFO : Loading config [2021-09-30 15:49:26 main:514] : INFO : Loading state [2021-09-30 15:49:27 main:559] : INFO : Loading DataLoader into Memory [2021-09-30 15:49:27 main:562] : INFO : Starting Training [2021-09-30 15:49:31 main:574] : INFO : Epoch 1813 | loss: 0.0312083 | val_loss: 0.0311833 | Time: 4140.71 ms [2021-09-30 15:49:35 main:574] : INFO : Epoch 1814 | loss: 0.0311766 | val_loss: 0.0311751 | Time: 3826.73 ms [2021-09-30 15:49:39 main:574] : INFO : Epoch 1815 | loss: 0.0311808 | val_loss: 0.0311784 | Time: 3810.86 ms [2021-09-30 15:49:42 main:574] : INFO : Epoch 1816 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 3859.2 ms [2021-09-30 15:49:46 main:574] : INFO : Epoch 1817 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 3844.07 ms [2021-09-30 15:49:50 main:574] : INFO : Epoch 1818 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 3986.9 ms [2021-09-30 15:49:54 main:574] : INFO : Epoch 1819 | loss: 0.0311681 | val_loss: 0.0311745 | Time: 3920.24 ms [2021-09-30 15:49:58 main:574] : INFO : Epoch 1820 | loss: 0.0311692 | val_loss: 0.0311749 | Time: 3923.99 ms [2021-09-30 15:50:02 main:574] : INFO : Epoch 1821 | loss: 0.0311665 | val_loss: 0.0311737 | Time: 4241.63 ms [2021-09-30 15:50:06 main:574] : INFO : Epoch 1822 | loss: 0.0311668 | val_loss: 0.0311755 | Time: 3961.8 ms [2021-09-30 15:50:10 main:574] : INFO : Epoch 1823 | loss: 0.0311686 | val_loss: 0.0311739 | Time: 3858.41 ms [2021-09-30 15:50:14 main:574] : INFO : Epoch 1824 | loss: 0.0311655 | val_loss: 0.0311722 | Time: 3823.69 ms [2021-09-30 15:50:18 main:574] : INFO : Epoch 1825 | loss: 0.0311667 | val_loss: 0.0311762 | Time: 3879.58 ms [2021-09-30 15:50:22 main:574] : INFO : Epoch 1826 | loss: 0.0311683 | val_loss: 0.0311771 | Time: 3741.65 ms [2021-09-30 15:50:25 main:574] : INFO : Epoch 1827 | loss: 0.0311669 | val_loss: 0.0311738 | Time: 3823.17 ms [2021-09-30 15:50:29 main:574] : INFO : Epoch 1828 | loss: 0.031166 | val_loss: 0.0311735 | Time: 3842.95 ms [2021-09-30 15:50:33 main:574] : INFO : Epoch 1829 | loss: 0.0311654 | val_loss: 0.0311711 | Time: 3763.93 ms [2021-09-30 15:50:37 main:574] : INFO : Epoch 1830 | loss: 0.0311661 | val_loss: 0.0311715 | Time: 3832.37 ms [2021-09-30 15:50:41 main:574] : INFO : Epoch 1831 | loss: 0.0311655 | val_loss: 0.0311714 | Time: 3858.92 ms [2021-09-30 15:50:45 main:574] : INFO : Epoch 1832 | loss: 0.0311643 | val_loss: 0.0311717 | Time: 3820.09 ms [2021-09-30 15:50:48 main:574] : INFO : Epoch 1833 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 3791.99 ms [2021-09-30 15:50:52 main:574] : INFO : Epoch 1834 | loss: 0.0311673 | val_loss: 0.0311709 | Time: 3745.02 ms [2021-09-30 15:50:56 main:574] : INFO : Epoch 1835 | loss: 0.0311659 | val_loss: 0.0311694 | Time: 3960.66 ms [2021-09-30 15:51:00 main:574] : INFO : Epoch 1836 | loss: 0.0311648 | val_loss: 0.0311699 | Time: 3873.46 ms [2021-09-30 15:51:04 main:574] : INFO : Epoch 1837 | loss: 0.0311647 | val_loss: 0.0311717 | Time: 3853.75 ms [2021-09-30 15:51:08 main:574] : INFO : Epoch 1838 | loss: 0.0311646 | val_loss: 0.0311686 | Time: 4191.23 ms [2021-09-30 15:51:12 main:574] : INFO : Epoch 1839 | loss: 0.0311663 | val_loss: 0.0311689 | Time: 4204.23 ms [2021-09-30 15:51:16 main:574] : INFO : Epoch 1840 | loss: 0.0311677 | val_loss: 0.0311695 | Time: 3836.01 ms [2021-09-30 15:51:20 main:574] : INFO : Epoch 1841 | loss: 0.0311671 | val_loss: 0.0311683 | Time: 3828.89 ms [2021-09-30 15:51:24 main:574] : INFO : Epoch 1842 | loss: 0.03117 | val_loss: 0.0311707 | Time: 3852.61 ms [2021-09-30 15:51:28 main:574] : INFO : Epoch 1843 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 3905.83 ms [2021-09-30 15:51:32 main:574] : INFO : Epoch 1844 | loss: 0.0311669 | val_loss: 0.0311719 | Time: 3909.53 ms [2021-09-30 15:51:35 main:574] : INFO : Epoch 1845 | loss: 0.0311692 | val_loss: 0.0311716 | Time: 3821.21 ms [2021-09-30 15:51:39 main:574] : INFO : Epoch 1846 | loss: 0.0311684 | val_loss: 0.0311707 | Time: 3887.69 ms [2021-09-30 15:51:43 main:574] : INFO : Epoch 1847 | loss: 0.0311672 | val_loss: 0.0311709 | Time: 3820.84 ms [2021-09-30 15:51:47 main:574] : INFO : Epoch 1848 | loss: 0.0311658 | val_loss: 0.0311696 | Time: 3893.61 ms [2021-09-30 15:51:51 main:574] : INFO : Epoch 1849 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 3817.09 ms [2021-09-30 15:51:55 main:574] : INFO : Epoch 1850 | loss: 0.0311642 | val_loss: 0.031168 | Time: 3808.07 ms [2021-09-30 15:51:59 main:574] : INFO : Epoch 1851 | loss: 0.0311633 | val_loss: 0.0311686 | Time: 3776.5 ms [2021-09-30 15:52:02 main:574] : INFO : Epoch 1852 | loss: 0.0311631 | val_loss: 0.0311671 | Time: 3931.31 ms [2021-09-30 15:52:06 main:574] : INFO : Epoch 1853 | loss: 0.0311636 | val_loss: 0.0311688 | Time: 3948.28 ms [2021-09-30 15:52:10 main:574] : INFO : Epoch 1854 | loss: 0.0311645 | val_loss: 0.0311724 | Time: 3790.98 ms [2021-09-30 15:52:15 main:574] : INFO : Epoch 1855 | loss: 0.0311654 | val_loss: 0.0311718 | Time: 4374.81 ms [2021-09-30 15:52:18 main:574] : INFO : Epoch 1856 | loss: 0.0311665 | val_loss: 0.0311681 | Time: 3860.99 ms [2021-09-30 15:52:22 main:574] : INFO : Epoch 1857 | loss: 0.0311644 | val_loss: 0.0311694 | Time: 3873.46 ms [2021-09-30 15:52:26 main:574] : INFO : Epoch 1858 | loss: 0.0311644 | val_loss: 0.0311667 | Time: 3789.87 ms [2021-09-30 15:52:30 main:574] : INFO : Epoch 1859 | loss: 0.0311643 | val_loss: 0.0311674 | Time: 3841.58 ms [2021-09-30 15:52:34 main:574] : INFO : Epoch 1860 | loss: 0.0311654 | val_loss: 0.0311665 | Time: 3879.43 ms [2021-09-30 15:52:38 main:574] : INFO : Epoch 1861 | loss: 0.0311636 | val_loss: 0.0311663 | Time: 3857.45 ms [2021-09-30 15:52:42 main:574] : INFO : Epoch 1862 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 3856.04 ms [2021-09-30 15:52:45 main:574] : INFO : Epoch 1863 | loss: 0.0311624 | val_loss: 0.0311652 | Time: 3870.28 ms [2021-09-30 15:52:49 main:574] : INFO : Epoch 1864 | loss: 0.0311607 | val_loss: 0.0311649 | Time: 3837.48 ms [2021-09-30 15:52:53 main:574] : INFO : Epoch 1865 | loss: 0.0311621 | val_loss: 0.0311674 | Time: 3833.44 ms [2021-09-30 15:52:57 main:574] : INFO : Epoch 1866 | loss: 0.0311599 | val_loss: 0.0311643 | Time: 3888.8 ms [2021-09-30 15:53:01 main:574] : INFO : Epoch 1867 | loss: 0.0311589 | val_loss: 0.0311663 | Time: 3808.54 ms [2021-09-30 15:53:05 main:574] : INFO : Epoch 1868 | loss: 0.0311601 | val_loss: 0.0311668 | Time: 3803.84 ms [2021-09-30 15:53:09 main:574] : INFO : Epoch 1869 | loss: 0.0311605 | val_loss: 0.0311638 | Time: 3953.51 ms [2021-09-30 15:53:13 main:574] : INFO : Epoch 1870 | loss: 0.0311603 | val_loss: 0.0311643 | Time: 3956.78 ms [2021-09-30 15:53:16 main:574] : INFO : Epoch 1871 | loss: 0.0311589 | val_loss: 0.0311665 | Time: 3803.33 ms [2021-09-30 15:53:21 main:574] : INFO : Epoch 1872 | loss: 0.0311595 | val_loss: 0.0311649 | Time: 4259.54 ms [2021-09-30 15:53:25 main:574] : INFO : Epoch 1873 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 3897.1 ms [2021-09-30 15:53:28 main:574] : INFO : Epoch 1874 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 3874.05 ms [2021-09-30 15:53:32 main:574] : INFO : Epoch 1875 | loss: 0.0311626 | val_loss: 0.0311669 | Time: 3844.99 ms [2021-09-30 15:53:36 main:574] : INFO : Epoch 1876 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 3825.71 ms [2021-09-30 15:53:40 main:574] : INFO : Epoch 1877 | loss: 0.0311614 | val_loss: 0.0311676 | Time: 3941.32 ms [2021-09-30 15:53:44 main:574] : INFO : Epoch 1878 | loss: 0.0311593 | val_loss: 0.0311655 | Time: 3893.1 ms [2021-09-30 15:53:48 main:574] : INFO : Epoch 1879 | loss: 0.0311586 | val_loss: 0.0311658 | Time: 3829.33 ms [2021-09-30 15:53:52 main:574] : INFO : Epoch 1880 | loss: 0.0311577 | val_loss: 0.031165 | Time: 3837.63 ms [2021-09-30 15:53:56 main:574] : INFO : Epoch 1881 | loss: 0.0311572 | val_loss: 0.0311639 | Time: 3857.72 ms [2021-09-30 15:53:59 main:574] : INFO : Epoch 1882 | loss: 0.0311583 | val_loss: 0.0311654 | Time: 3791.03 ms [2021-09-30 15:54:03 main:574] : INFO : Epoch 1883 | loss: 0.0311588 | val_loss: 0.0311649 | Time: 3871.02 ms [2021-09-30 15:54:07 main:574] : INFO : Epoch 1884 | loss: 0.0311572 | val_loss: 0.0311625 | Time: 3828.58 ms [2021-09-30 15:54:11 main:574] : INFO : Epoch 1885 | loss: 0.0311605 | val_loss: 0.0311647 | Time: 3818.79 ms [2021-09-30 15:54:15 main:574] : INFO : Epoch 1886 | loss: 0.0311575 | val_loss: 0.0311631 | Time: 4043.24 ms [2021-09-30 15:54:19 main:574] : INFO : Epoch 1887 | loss: 0.0311548 | val_loss: 0.0311629 | Time: 3906.74 ms [2021-09-30 15:54:23 main:574] : INFO : Epoch 1888 | loss: 0.0311547 | val_loss: 0.0311666 | Time: 3936.08 ms [2021-09-30 15:54:27 main:574] : INFO : Epoch 1889 | loss: 0.0311551 | val_loss: 0.0311633 | Time: 4266.72 ms [2021-09-30 15:54:31 main:574] : INFO : Epoch 1890 | loss: 0.031155 | val_loss: 0.0311622 | Time: 3910.36 ms [2021-09-30 15:54:35 main:574] : INFO : Epoch 1891 | loss: 0.0311537 | val_loss: 0.0311632 | Time: 3891.84 ms [2021-09-30 15:54:39 main:574] : INFO : Epoch 1892 | loss: 0.0311534 | val_loss: 0.0311623 | Time: 3846.89 ms [2021-09-30 15:54:43 main:574] : INFO : Epoch 1893 | loss: 0.0311529 | val_loss: 0.0311629 | Time: 3840.71 ms [2021-09-30 15:54:46 main:574] : INFO : Epoch 1894 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 3904.16 ms [2021-09-30 15:54:50 main:574] : INFO : Epoch 1895 | loss: 0.0311569 | val_loss: 0.0311624 | Time: 3864.2 ms [2021-09-30 15:54:54 main:574] : INFO : Epoch 1896 | loss: 0.031153 | val_loss: 0.0311617 | Time: 3912.02 ms [2021-09-30 15:54:58 main:574] : INFO : Epoch 1897 | loss: 0.0311552 | val_loss: 0.0311688 | Time: 3892.77 ms [2021-09-30 15:55:02 main:574] : INFO : Epoch 1898 | loss: 0.0311583 | val_loss: 0.0311659 | Time: 3890.02 ms [2021-09-30 15:55:06 main:574] : INFO : Epoch 1899 | loss: 0.0311572 | val_loss: 0.0311649 | Time: 3964.08 ms [2021-09-30 15:55:10 main:574] : INFO : Epoch 1900 | loss: 0.031158 | val_loss: 0.0311647 | Time: 3819.96 ms [2021-09-30 15:55:14 main:574] : INFO : Epoch 1901 | loss: 0.0311575 | val_loss: 0.0311652 | Time: 3822.89 ms [2021-09-30 15:55:18 main:574] : INFO : Epoch 1902 | loss: 0.0311577 | val_loss: 0.0311645 | Time: 3922.45 ms [2021-09-30 15:55:22 main:574] : INFO : Epoch 1903 | loss: 0.0311563 | val_loss: 0.0311641 | Time: 3962.85 ms [2021-09-30 15:55:26 main:574] : INFO : Epoch 1904 | loss: 0.0311548 | val_loss: 0.0311667 | Time: 3925.26 ms [2021-09-30 15:55:29 main:574] : INFO : Epoch 1905 | loss: 0.0311553 | val_loss: 0.0311632 | Time: 3866 ms [2021-09-30 15:55:34 main:574] : INFO : Epoch 1906 | loss: 0.031156 | val_loss: 0.0311657 | Time: 4233.02 ms [2021-09-30 15:55:38 main:574] : INFO : Epoch 1907 | loss: 0.0311547 | val_loss: 0.0311651 | Time: 3924.43 ms [2021-09-30 15:55:41 main:574] : INFO : Epoch 1908 | loss: 0.0311551 | val_loss: 0.0311639 | Time: 3828.55 ms [2021-09-30 15:55:45 main:574] : INFO : Epoch 1909 | loss: 0.0311522 | val_loss: 0.0311636 | Time: 3810.27 ms [2021-09-30 15:55:49 main:574] : INFO : Epoch 1910 | loss: 0.0311519 | val_loss: 0.0311651 | Time: 3891.03 ms [2021-09-30 15:55:53 main:574] : INFO : Epoch 1911 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 3951.52 ms [2021-09-30 15:55:57 main:574] : INFO : Epoch 1912 | loss: 0.0311518 | val_loss: 0.031164 | Time: 3867.84 ms [2021-09-30 15:56:01 main:574] : INFO : Epoch 1913 | loss: 0.0311515 | val_loss: 0.0311622 | Time: 3931.85 ms [2021-09-30 15:56:05 main:574] : INFO : Epoch 1914 | loss: 0.0311516 | val_loss: 0.0311644 | Time: 3834.03 ms [2021-09-30 15:56:09 main:574] : INFO : Epoch 1915 | loss: 0.0311515 | val_loss: 0.0311623 | Time: 3841.21 ms [2021-09-30 15:56:12 main:574] : INFO : Epoch 1916 | loss: 0.031153 | val_loss: 0.0311624 | Time: 3854.29 ms [2021-09-30 15:56:16 main:574] : INFO : Epoch 1917 | loss: 0.0311528 | val_loss: 0.0311652 | Time: 3864.68 ms [2021-09-30 15:56:20 main:574] : INFO : Epoch 1918 | loss: 0.0311582 | val_loss: 0.0311654 | Time: 3878.8 ms [2021-09-30 15:56:24 main:574] : INFO : Epoch 1919 | loss: 0.0311535 | val_loss: 0.0311625 | Time: 3801.14 ms [2021-09-30 15:56:28 main:574] : INFO : Epoch 1920 | loss: 0.0311515 | val_loss: 0.0311627 | Time: 3940.3 ms [2021-09-30 15:56:32 main:574] : INFO : Epoch 1921 | loss: 0.0311527 | val_loss: 0.0311617 | Time: 4002.77 ms [2021-09-30 15:56:36 main:574] : INFO : Epoch 1922 | loss: 0.0311544 | val_loss: 0.0311637 | Time: 3881.69 ms [2021-09-30 15:56:40 main:574] : INFO : Epoch 1923 | loss: 0.0311525 | val_loss: 0.0311617 | Time: 4424.23 ms [2021-09-30 15:56:44 main:574] : INFO : Epoch 1924 | loss: 0.0311526 | val_loss: 0.0311608 | Time: 3951.18 ms [2021-09-30 15:56:48 main:574] : INFO : Epoch 1925 | loss: 0.0311533 | val_loss: 0.0311609 | Time: 3860.95 ms [2021-09-30 15:56:52 main:574] : INFO : Epoch 1926 | loss: 0.0311536 | val_loss: 0.0311636 | Time: 3862.09 ms [2021-09-30 15:56:56 main:574] : INFO : Epoch 1927 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 3806.89 ms [2021-09-30 15:57:00 main:574] : INFO : Epoch 1928 | loss: 0.0311728 | val_loss: 0.0311704 | Time: 3872.36 ms [2021-09-30 15:57:04 main:574] : INFO : Epoch 1929 | loss: 0.0311691 | val_loss: 0.0311687 | Time: 3817.56 ms [2021-09-30 15:57:07 main:574] : INFO : Epoch 1930 | loss: 0.0311664 | val_loss: 0.0311692 | Time: 3846.63 ms [2021-09-30 15:57:11 main:574] : INFO : Epoch 1931 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 3811.95 ms [2021-09-30 15:57:15 main:574] : INFO : Epoch 1932 | loss: 0.0311675 | val_loss: 0.0311705 | Time: 3833.19 ms [2021-09-30 15:57:19 main:574] : INFO : Epoch 1933 | loss: 0.0311663 | val_loss: 0.031169 | Time: 3846.41 ms [2021-09-30 15:57:23 main:574] : INFO : Epoch 1934 | loss: 0.0311659 | val_loss: 0.0311653 | Time: 3908.65 ms [2021-09-30 15:57:27 main:574] : INFO : Epoch 1935 | loss: 0.0311646 | val_loss: 0.0311688 | Time: 3814.47 ms [2021-09-30 15:57:30 main:574] : INFO : Epoch 1936 | loss: 0.0311615 | val_loss: 0.0311662 | Time: 3819.29 ms [2021-09-30 15:57:34 main:574] : INFO : Epoch 1937 | loss: 0.0311598 | val_loss: 0.0311648 | Time: 3946.72 ms [2021-09-30 15:57:38 main:574] : INFO : Epoch 1938 | loss: 0.0311598 | val_loss: 0.0311649 | Time: 3906.86 ms [2021-09-30 15:57:42 main:574] : INFO : Epoch 1939 | loss: 0.0311598 | val_loss: 0.031163 | Time: 3890.97 ms [2021-09-30 15:57:46 main:574] : INFO : Epoch 1940 | loss: 0.031159 | val_loss: 0.0311629 | Time: 4239.59 ms [2021-09-30 15:57:50 main:574] : INFO : Epoch 1941 | loss: 0.0311567 | val_loss: 0.0311608 | Time: 3906.24 ms [2021-09-30 15:57:54 main:574] : INFO : Epoch 1942 | loss: 0.0311563 | val_loss: 0.0311607 | Time: 3893.77 ms [2021-09-30 15:57:58 main:574] : INFO : Epoch 1943 | loss: 0.0311565 | val_loss: 0.0311597 | Time: 3869.54 ms [2021-09-30 15:58:02 main:574] : INFO : Epoch 1944 | loss: 0.0311596 | val_loss: 0.0311644 | Time: 3867.6 ms [2021-09-30 15:58:06 main:574] : INFO : Epoch 1945 | loss: 0.0311622 | val_loss: 0.031163 | Time: 3876.99 ms [2021-09-30 15:58:10 main:574] : INFO : Epoch 1946 | loss: 0.0311605 | val_loss: 0.031163 | Time: 3882.87 ms [2021-09-30 15:58:14 main:574] : INFO : Epoch 1947 | loss: 0.0311593 | val_loss: 0.0311639 | Time: 3858.71 ms [2021-09-30 15:58:17 main:574] : INFO : Epoch 1948 | loss: 0.0311594 | val_loss: 0.0311634 | Time: 3816.92 ms [2021-09-30 15:58:21 main:574] : INFO : Epoch 1949 | loss: 0.0311582 | val_loss: 0.0311635 | Time: 3816.15 ms [2021-09-30 15:58:25 main:574] : INFO : Epoch 1950 | loss: 0.0311577 | val_loss: 0.0311646 | Time: 3879.07 ms [2021-09-30 15:58:29 main:574] : INFO : Epoch 1951 | loss: 0.0311606 | val_loss: 0.0311686 | Time: 3832.53 ms [2021-09-30 15:58:33 main:574] : INFO : Epoch 1952 | loss: 0.0311595 | val_loss: 0.0311646 | Time: 3891.56 ms [2021-09-30 15:58:37 main:574] : INFO : Epoch 1953 | loss: 0.0311597 | val_loss: 0.0311647 | Time: 3802.26 ms [2021-09-30 15:58:41 main:574] : INFO : Epoch 1954 | loss: 0.0311583 | val_loss: 0.0311674 | Time: 3957.17 ms [2021-09-30 15:58:45 main:574] : INFO : Epoch 1955 | loss: 0.0311585 | val_loss: 0.0311661 | Time: 3900.55 ms [2021-09-30 15:58:48 main:574] : INFO : Epoch 1956 | loss: 0.0311625 | val_loss: 0.0311726 | Time: 3781.1 ms [2021-09-30 15:58:53 main:574] : INFO : Epoch 1957 | loss: 0.0311606 | val_loss: 0.0311729 | Time: 4286.64 ms [2021-09-30 15:58:57 main:574] : INFO : Epoch 1958 | loss: 0.0311589 | val_loss: 0.0311646 | Time: 4009.66 ms [2021-09-30 15:59:01 main:574] : INFO : Epoch 1959 | loss: 0.0311581 | val_loss: 0.0311651 | Time: 3921.4 ms [2021-09-30 15:59:04 main:574] : INFO : Epoch 1960 | loss: 0.0311574 | val_loss: 0.0311628 | Time: 3838.51 ms [2021-09-30 15:59:08 main:574] : INFO : Epoch 1961 | loss: 0.0311552 | val_loss: 0.0311631 | Time: 3835.81 ms [2021-09-30 15:59:12 main:574] : INFO : Epoch 1962 | loss: 0.0311538 | val_loss: 0.0311642 | Time: 3870.71 ms [2021-09-30 15:59:16 main:574] : INFO : Epoch 1963 | loss: 0.0311529 | val_loss: 0.0311635 | Time: 3886.19 ms [2021-09-30 15:59:20 main:574] : INFO : Epoch 1964 | loss: 0.0311547 | val_loss: 0.0311607 | Time: 3858.22 ms [2021-09-30 15:59:24 main:574] : INFO : Epoch 1965 | loss: 0.0311555 | val_loss: 0.0311632 | Time: 3881.17 ms [2021-09-30 15:59:28 main:574] : INFO : Epoch 1966 | loss: 0.0311658 | val_loss: 0.031167 | Time: 3838.92 ms [2021-09-30 15:59:32 main:574] : INFO : Epoch 1967 | loss: 0.0311646 | val_loss: 0.031172 | Time: 3858.03 ms [2021-09-30 15:59:35 main:574] : INFO : Epoch 1968 | loss: 0.0311649 | val_loss: 0.0311656 | Time: 3842.59 ms [2021-09-30 15:59:39 main:574] : INFO : Epoch 1969 | loss: 0.0311606 | val_loss: 0.0311631 | Time: 3804.81 ms [2021-09-30 15:59:43 main:574] : INFO : Epoch 1970 | loss: 0.03116 | val_loss: 0.0311656 | Time: 3872.49 ms [2021-09-30 15:59:47 main:574] : INFO : Epoch 1971 | loss: 0.0311592 | val_loss: 0.0311653 | Time: 3880.59 ms [2021-09-30 15:59:51 main:574] : INFO : Epoch 1972 | loss: 0.0311578 | val_loss: 0.0311632 | Time: 3965.46 ms [2021-09-30 15:59:55 main:574] : INFO : Epoch 1973 | loss: 0.0311583 | val_loss: 0.0311621 | Time: 3900.35 ms [2021-09-30 15:59:59 main:574] : INFO : Epoch 1974 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 4197.72 ms [2021-09-30 16:00:03 main:574] : INFO : Epoch 1975 | loss: 0.0311593 | val_loss: 0.0311633 | Time: 3922.95 ms [2021-09-30 16:00:07 main:574] : INFO : Epoch 1976 | loss: 0.0311572 | val_loss: 0.0311599 | Time: 3846.37 ms [2021-09-30 16:00:11 main:574] : INFO : Epoch 1977 | loss: 0.0311565 | val_loss: 0.0311628 | Time: 3928.28 ms [2021-09-30 16:00:15 main:574] : INFO : Epoch 1978 | loss: 0.0311608 | val_loss: 0.0311659 | Time: 3845.7 ms [2021-09-30 16:00:18 main:574] : INFO : Epoch 1979 | loss: 0.0311627 | val_loss: 0.0311679 | Time: 3877.76 ms [2021-09-30 16:00:22 main:574] : INFO : Epoch 1980 | loss: 0.0311635 | val_loss: 0.0311629 | Time: 3860.96 ms [2021-09-30 16:00:26 main:574] : INFO : Epoch 1981 | loss: 0.0311594 | val_loss: 0.0311627 | Time: 3774.85 ms [2021-09-30 16:00:30 main:574] : INFO : Epoch 1982 | loss: 0.0311596 | val_loss: 0.0311655 | Time: 3868.9 ms [2021-09-30 16:00:34 main:574] : INFO : Epoch 1983 | loss: 0.0311615 | val_loss: 0.0311635 | Time: 3908.73 ms [2021-09-30 16:00:38 main:574] : INFO : Epoch 1984 | loss: 0.0311601 | val_loss: 0.0311628 | Time: 3855.03 ms [2021-09-30 16:00:42 main:574] : INFO : Epoch 1985 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 3827.91 ms [2021-09-30 16:00:45 main:574] : INFO : Epoch 1986 | loss: 0.0311698 | val_loss: 0.0311725 | Time: 3824.09 ms [2021-09-30 16:00:49 main:574] : INFO : Epoch 1987 | loss: 0.0311711 | val_loss: 0.0311745 | Time: 3827.07 ms [2021-09-30 16:00:53 main:574] : INFO : Epoch 1988 | loss: 0.0311686 | val_loss: 0.0311712 | Time: 3929.82 ms [2021-09-30 16:00:57 main:574] : INFO : Epoch 1989 | loss: 0.0311669 | val_loss: 0.0311698 | Time: 3934.12 ms [2021-09-30 16:01:01 main:574] : INFO : Epoch 1990 | loss: 0.0311661 | val_loss: 0.031172 | Time: 4088.26 ms [2021-09-30 16:01:06 main:574] : INFO : Epoch 1991 | loss: 0.0311652 | val_loss: 0.0311702 | Time: 4287.5 ms [2021-09-30 16:01:09 main:574] : INFO : Epoch 1992 | loss: 0.0311665 | val_loss: 0.0311695 | Time: 3921.62 ms [2021-09-30 16:01:14 main:574] : INFO : Epoch 1993 | loss: 0.0311679 | val_loss: 0.0311701 | Time: 4186.76 ms [2021-09-30 16:01:18 main:574] : INFO : Epoch 1994 | loss: 0.0311684 | val_loss: 0.0311675 | Time: 3868.65 ms [2021-09-30 16:01:21 main:574] : INFO : Epoch 1995 | loss: 0.0311671 | val_loss: 0.0311692 | Time: 3803.06 ms [2021-09-30 16:01:25 main:574] : INFO : Epoch 1996 | loss: 0.0311662 | val_loss: 0.0311658 | Time: 3871.62 ms [2021-09-30 16:01:29 main:574] : INFO : Epoch 1997 | loss: 0.0311673 | val_loss: 0.0311711 | Time: 3787.41 ms [2021-09-30 16:01:33 main:574] : INFO : Epoch 1998 | loss: 0.0311694 | val_loss: 0.0311688 | Time: 3834.32 ms [2021-09-30 16:01:37 main:574] : INFO : Epoch 1999 | loss: 0.0311794 | val_loss: 0.0311868 | Time: 3877.62 ms [2021-09-30 16:01:41 main:574] : INFO : Epoch 2000 | loss: 0.031187 | val_loss: 0.0311757 | Time: 3803.99 ms [2021-09-30 16:01:44 main:574] : INFO : Epoch 2001 | loss: 0.0311718 | val_loss: 0.0311713 | Time: 3852.4 ms [2021-09-30 16:01:48 main:574] : INFO : Epoch 2002 | loss: 0.0311712 | val_loss: 0.031172 | Time: 3842.89 ms [2021-09-30 16:01:52 main:574] : INFO : Epoch 2003 | loss: 0.0311716 | val_loss: 0.0311724 | Time: 3873.8 ms [2021-09-30 16:01:56 main:574] : INFO : Epoch 2004 | loss: 0.0311709 | val_loss: 0.0311721 | Time: 3821.62 ms [2021-09-30 16:02:00 main:574] : INFO : Epoch 2005 | loss: 0.0311702 | val_loss: 0.0311717 | Time: 4096.51 ms [2021-09-30 16:02:04 main:574] : INFO : Epoch 2006 | loss: 0.0311705 | val_loss: 0.03117 | Time: 3941.01 ms [2021-09-30 16:02:08 main:574] : INFO : Epoch 2007 | loss: 0.0311698 | val_loss: 0.0311698 | Time: 4011.26 ms [2021-09-30 16:02:12 main:574] : INFO : Epoch 2008 | loss: 0.0311686 | val_loss: 0.031168 | Time: 4166.06 ms [2021-09-30 16:02:16 main:574] : INFO : Epoch 2009 | loss: 0.0311708 | val_loss: 0.0311684 | Time: 3832.85 ms [2021-09-30 16:02:20 main:574] : INFO : Epoch 2010 | loss: 0.0311693 | val_loss: 0.0311698 | Time: 3922.94 ms [2021-09-30 16:02:24 main:574] : INFO : Epoch 2011 | loss: 0.0311684 | val_loss: 0.0311688 | Time: 3823.8 ms [2021-09-30 16:02:28 main:574] : INFO : Epoch 2012 | loss: 0.0311679 | val_loss: 0.031168 | Time: 3855.52 ms [2021-09-30 16:02:32 main:574] : INFO : Epoch 2013 | loss: 0.0311669 | val_loss: 0.0311685 | Time: 3816.13 ms [2021-09-30 16:02:35 main:574] : INFO : Epoch 2014 | loss: 0.0311686 | val_loss: 0.0311669 | Time: 3864.19 ms [2021-09-30 16:02:39 main:574] : INFO : Epoch 2015 | loss: 0.0311704 | val_loss: 0.0311659 | Time: 3878.02 ms [2021-09-30 16:02:43 main:574] : INFO : Epoch 2016 | loss: 0.0311666 | val_loss: 0.0311686 | Time: 3880.94 ms [2021-09-30 16:02:47 main:574] : INFO : Epoch 2017 | loss: 0.0311666 | val_loss: 0.0311687 | Time: 3925.54 ms [2021-09-30 16:02:51 main:574] : INFO : Epoch 2018 | loss: 0.0311695 | val_loss: 0.03117 | Time: 3822.07 ms [2021-09-30 16:02:55 main:574] : INFO : Epoch 2019 | loss: 0.0311682 | val_loss: 0.0311694 | Time: 3824.85 ms [2021-09-30 16:02:59 main:574] : INFO : Epoch 2020 | loss: 0.0311678 | val_loss: 0.0311681 | Time: 3862.71 ms [2021-09-30 16:03:03 main:574] : INFO : Epoch 2021 | loss: 0.0311668 | val_loss: 0.0311676 | Time: 3919.98 ms [2021-09-30 16:03:07 main:574] : INFO : Epoch 2022 | loss: 0.0311661 | val_loss: 0.0311687 | Time: 3995.11 ms [2021-09-30 16:03:10 main:574] : INFO : Epoch 2023 | loss: 0.0311666 | val_loss: 0.0311672 | Time: 3830.71 ms [2021-09-30 16:03:14 main:574] : INFO : Epoch 2024 | loss: 0.0311683 | val_loss: 0.0311688 | Time: 4069.65 ms [2021-09-30 16:03:19 main:574] : INFO : Epoch 2025 | loss: 0.0311699 | val_loss: 0.0311746 | Time: 4204.93 ms [2021-09-30 16:03:22 main:574] : INFO : Epoch 2026 | loss: 0.0311693 | val_loss: 0.031168 | Time: 3801.25 ms [2021-09-30 16:03:26 main:574] : INFO : Epoch 2027 | loss: 0.0311658 | val_loss: 0.0311685 | Time: 3903.22 ms [2021-09-30 16:03:30 main:574] : INFO : Epoch 2028 | loss: 0.0311666 | val_loss: 0.0311682 | Time: 3854.92 ms [2021-09-30 16:03:34 main:574] : INFO : Epoch 2029 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 3835.74 ms [2021-09-30 16:03:38 main:574] : INFO : Epoch 2030 | loss: 0.0311669 | val_loss: 0.0311672 | Time: 3899.23 ms [2021-09-30 16:03:42 main:574] : INFO : Epoch 2031 | loss: 0.0311647 | val_loss: 0.0311708 | Time: 3849.1 ms [2021-09-30 16:03:46 main:574] : INFO : Epoch 2032 | loss: 0.0311653 | val_loss: 0.0311669 | Time: 3901.41 ms [2021-09-30 16:03:50 main:574] : INFO : Epoch 2033 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 3825.64 ms [2021-09-30 16:03:53 main:574] : INFO : Epoch 2034 | loss: 0.0311648 | val_loss: 0.031168 | Time: 3822.08 ms [2021-09-30 16:03:57 main:574] : INFO : Epoch 2035 | loss: 0.0311644 | val_loss: 0.0311669 | Time: 3862.26 ms [2021-09-30 16:04:01 main:574] : INFO : Epoch 2036 | loss: 0.0311639 | val_loss: 0.0311671 | Time: 3882.16 ms [2021-09-30 16:04:05 main:574] : INFO : Epoch 2037 | loss: 0.0311644 | val_loss: 0.0311675 | Time: 3819.58 ms [2021-09-30 16:04:09 main:574] : INFO : Epoch 2038 | loss: 0.0311649 | val_loss: 0.0311677 | Time: 3903.37 ms [2021-09-30 16:04:13 main:574] : INFO : Epoch 2039 | loss: 0.0311651 | val_loss: 0.0311706 | Time: 3846.73 ms [2021-09-30 16:04:17 main:574] : INFO : Epoch 2040 | loss: 0.0311658 | val_loss: 0.0311665 | Time: 3842.3 ms [2021-09-30 16:04:21 main:574] : INFO : Epoch 2041 | loss: 0.0311659 | val_loss: 0.0311726 | Time: 3954.34 ms [2021-09-30 16:04:25 main:574] : INFO : Epoch 2042 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 4149.46 ms [2021-09-30 16:04:29 main:574] : INFO : Epoch 2043 | loss: 0.0311867 | val_loss: 0.0311831 | Time: 3862.72 ms [2021-09-30 16:04:32 main:574] : INFO : Epoch 2044 | loss: 0.0311864 | val_loss: 0.0311841 | Time: 3864.42 ms [2021-09-30 16:04:36 main:574] : INFO : Epoch 2045 | loss: 0.0311864 | val_loss: 0.0311861 | Time: 3864.34 ms [2021-09-30 16:04:40 main:574] : INFO : Epoch 2046 | loss: 0.0311845 | val_loss: 0.0311831 | Time: 3863.87 ms [2021-09-30 16:04:44 main:574] : INFO : Epoch 2047 | loss: 0.0311857 | val_loss: 0.031188 | Time: 3883.45 ms [2021-09-30 16:04:48 main:574] : INFO : Epoch 2048 | loss: 0.0311874 | val_loss: 0.0311855 | Time: 3798.36 ms [2021-09-30 16:04:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311855 [2021-09-30 16:04:48 main:603] : INFO : Saving end state to config to file [2021-09-30 16:04:48 main:608] : INFO : Success, exiting.. 16:04:48 (8640): 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)