Task 10744301
| Name | ParityModified-1639947176-11919-2-0_0 |
| Workunit | 8061268 |
| Created | 13 Jan 2022, 19:40:37 UTC |
| Sent | 29 Jan 2022, 8:40:24 UTC |
| Report deadline | 6 Feb 2022, 8:40:24 UTC |
| Received | 29 Jan 2022, 14:54:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 4 hours 37 min 37 sec |
| CPU time | 4 hours 21 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1568 | loss: 0.0311867 | val_loss: 0.0311854 | Time: 8527.8 ms [2022-01-29 13:11:17 main:574] : INFO : Epoch 1569 | loss: 0.0311878 | val_loss: 0.0311863 | Time: 8214.63 ms [2022-01-29 13:11:25 main:574] : INFO : Epoch 1570 | loss: 0.031186 | val_loss: 0.031185 | Time: 8234.49 ms [2022-01-29 13:11:33 main:574] : INFO : Epoch 1571 | loss: 0.031186 | val_loss: 0.0311856 | Time: 8337.66 ms [2022-01-29 13:11:42 main:574] : INFO : Epoch 1572 | loss: 0.0311854 | val_loss: 0.0311869 | Time: 8492.83 ms [2022-01-29 13:11:50 main:574] : INFO : Epoch 1573 | loss: 0.0311863 | val_loss: 0.031186 | Time: 8212.97 ms [2022-01-29 13:11:58 main:574] : INFO : Epoch 1574 | loss: 0.0311888 | val_loss: 0.0311847 | Time: 8184.76 ms [2022-01-29 13:12:07 main:574] : INFO : Epoch 1575 | loss: 0.0311854 | val_loss: 0.031188 | Time: 8351.96 ms [2022-01-29 13:12:15 main:574] : INFO : Epoch 1576 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 8274.67 ms [2022-01-29 13:12:24 main:574] : INFO : Epoch 1577 | loss: 0.0311862 | val_loss: 0.031185 | Time: 8361.01 ms [2022-01-29 13:12:32 main:574] : INFO : Epoch 1578 | loss: 0.0311877 | val_loss: 0.0311852 | Time: 8240.15 ms [2022-01-29 13:12:40 main:574] : INFO : Epoch 1579 | loss: 0.0311867 | val_loss: 0.0311871 | Time: 8259.35 ms [2022-01-29 13:12:48 main:574] : INFO : Epoch 1580 | loss: 0.0311864 | val_loss: 0.0311861 | Time: 8295.67 ms [2022-01-29 13:12:57 main:574] : INFO : Epoch 1581 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 8344.4 ms [2022-01-29 13:13:05 main:574] : INFO : Epoch 1582 | loss: 0.031186 | val_loss: 0.0311844 | Time: 8191.73 ms [2022-01-29 13:13:13 main:574] : INFO : Epoch 1583 | loss: 0.0311875 | val_loss: 0.0311866 | Time: 8171.7 ms [2022-01-29 13:13:22 main:574] : INFO : Epoch 1584 | loss: 0.0311877 | val_loss: 0.031188 | Time: 8140.26 ms [2022-01-29 13:13:30 main:574] : INFO : Epoch 1585 | loss: 0.0311881 | val_loss: 0.0311867 | Time: 8430.59 ms [2022-01-29 13:13:38 main:574] : INFO : Epoch 1586 | loss: 0.0311868 | val_loss: 0.0311859 | Time: 8182.25 ms [2022-01-29 13:13:47 main:574] : INFO : Epoch 1587 | loss: 0.0311865 | val_loss: 0.0311854 | Time: 8485.96 ms [2022-01-29 13:13:55 main:574] : INFO : Epoch 1588 | loss: 0.0311881 | val_loss: 0.0311909 | Time: 8323.99 ms [2022-01-29 13:14:04 main:574] : INFO : Epoch 1589 | loss: 0.0311875 | val_loss: 0.0311848 | Time: 8399.73 ms [2022-01-29 13:14:13 main:574] : INFO : Epoch 1590 | loss: 0.0311852 | val_loss: 0.0311844 | Time: 9163.49 ms [2022-01-29 13:14:21 main:574] : INFO : Epoch 1591 | loss: 0.0311858 | val_loss: 0.0311878 | Time: 8306.02 ms [2022-01-29 13:14:30 main:574] : INFO : Epoch 1592 | loss: 0.0311868 | val_loss: 0.0311849 | Time: 8374.37 ms [2022-01-29 13:14:38 main:574] : INFO : Epoch 1593 | loss: 0.031186 | val_loss: 0.0311883 | Time: 8224.41 ms [2022-01-29 13:14:46 main:574] : INFO : Epoch 1594 | loss: 0.0311894 | val_loss: 0.0311891 | Time: 8324.12 ms [2022-01-29 13:14:55 main:574] : INFO : Epoch 1595 | loss: 0.0311884 | val_loss: 0.0311889 | Time: 8260.96 ms [2022-01-29 13:15:03 main:574] : INFO : Epoch 1596 | loss: 0.0311918 | val_loss: 0.0311853 | Time: 8297.49 ms [2022-01-29 13:15:11 main:574] : INFO : Epoch 1597 | loss: 0.0311896 | val_loss: 0.0311941 | Time: 8252.37 ms [2022-01-29 13:15:20 main:574] : INFO : Epoch 1598 | loss: 0.0311869 | val_loss: 0.0311845 | Time: 8516.82 ms [2022-01-29 13:15:28 main:574] : INFO : Epoch 1599 | loss: 0.0311856 | val_loss: 0.0311854 | Time: 8373.26 ms [2022-01-29 13:15:37 main:574] : INFO : Epoch 1600 | loss: 0.0311861 | val_loss: 0.031187 | Time: 8561.12 ms [2022-01-29 13:15:45 main:574] : INFO : Epoch 1601 | loss: 0.0311879 | val_loss: 0.0311853 | Time: 8218.4 ms [2022-01-29 13:15:54 main:574] : INFO : Epoch 1602 | loss: 0.0311878 | val_loss: 0.0311896 | Time: 8428.62 ms [2022-01-29 13:16:02 main:574] : INFO : Epoch 1603 | loss: 0.031187 | val_loss: 0.0311848 | Time: 8213.58 ms [2022-01-29 13:16:10 main:574] : INFO : Epoch 1604 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 8213.79 ms [2022-01-29 13:16:19 main:574] : INFO : Epoch 1605 | loss: 0.0311858 | val_loss: 0.0311888 | Time: 8396.04 ms [2022-01-29 13:16:27 main:574] : INFO : Epoch 1606 | loss: 0.031187 | val_loss: 0.0311858 | Time: 8332.57 ms [2022-01-29 13:16:35 main:574] : INFO : Epoch 1607 | loss: 0.031188 | val_loss: 0.0311895 | Time: 8213.23 ms [2022-01-29 13:16:44 main:574] : INFO : Epoch 1608 | loss: 0.0311878 | val_loss: 0.0311846 | Time: 8334.63 ms [2022-01-29 13:16:52 main:574] : INFO : Epoch 1609 | loss: 0.0311855 | val_loss: 0.0311858 | Time: 8416.04 ms [2022-01-29 13:17:01 main:574] : INFO : Epoch 1610 | loss: 0.0311856 | val_loss: 0.0311856 | Time: 8267.06 ms [2022-01-29 13:17:09 main:574] : INFO : Epoch 1611 | loss: 0.0311856 | val_loss: 0.031185 | Time: 8468.22 ms [2022-01-29 13:17:18 main:574] : INFO : Epoch 1612 | loss: 0.0311865 | val_loss: 0.0311865 | Time: 8269.7 ms [2022-01-29 13:17:26 main:574] : INFO : Epoch 1613 | loss: 0.0311876 | val_loss: 0.031191 | Time: 8259.76 ms [2022-01-29 13:17:34 main:574] : INFO : Epoch 1614 | loss: 0.0311895 | val_loss: 0.0311849 | Time: 8209.73 ms [2022-01-29 13:17:42 main:574] : INFO : Epoch 1615 | loss: 0.0311864 | val_loss: 0.0311852 | Time: 8329.74 ms [2022-01-29 13:17:51 main:574] : INFO : Epoch 1616 | loss: 0.0311861 | val_loss: 0.0311869 | Time: 8296.03 ms [2022-01-29 13:17:59 main:574] : INFO : Epoch 1617 | loss: 0.0311871 | val_loss: 0.031185 | Time: 8307.55 ms [2022-01-29 13:18:08 main:574] : INFO : Epoch 1618 | loss: 0.031188 | val_loss: 0.0311863 | Time: 8383.84 ms [2022-01-29 13:18:16 main:574] : INFO : Epoch 1619 | loss: 0.0311871 | val_loss: 0.0311845 | Time: 8285 ms [2022-01-29 13:18:24 main:574] : INFO : Epoch 1620 | loss: 0.0311855 | val_loss: 0.0311864 | Time: 8248.17 ms [2022-01-29 13:18:33 main:574] : INFO : Epoch 1621 | loss: 0.0311867 | val_loss: 0.0311859 | Time: 8287.88 ms [2022-01-29 13:18:41 main:574] : INFO : Epoch 1622 | loss: 0.0311862 | val_loss: 0.0311859 | Time: 8110.84 ms [2022-01-29 13:18:49 main:574] : INFO : Epoch 1623 | loss: 0.0311861 | val_loss: 0.0311847 | Time: 8335.06 ms [2022-01-29 13:18:58 main:574] : INFO : Epoch 1624 | loss: 0.031186 | val_loss: 0.0311845 | Time: 8466.89 ms [2022-01-29 13:19:07 main:574] : INFO : Epoch 1625 | loss: 0.0311857 | val_loss: 0.0311851 | Time: 8780.88 ms [2022-01-29 13:19:15 main:574] : INFO : Epoch 1626 | loss: 0.0311864 | val_loss: 0.0311846 | Time: 8285.23 ms [2022-01-29 13:19:23 main:574] : INFO : Epoch 1627 | loss: 0.0311865 | val_loss: 0.0311868 | Time: 8310.52 ms [2022-01-29 13:19:32 main:574] : INFO : Epoch 1628 | loss: 0.0311876 | val_loss: 0.0311855 | Time: 8177.99 ms [2022-01-29 13:19:40 main:574] : INFO : Epoch 1629 | loss: 0.0311866 | val_loss: 0.03119 | Time: 8274.12 ms [2022-01-29 13:19:48 main:574] : INFO : Epoch 1630 | loss: 0.0311889 | val_loss: 0.0311859 | Time: 8468.15 ms [2022-01-29 13:19:57 main:574] : INFO : Epoch 1631 | loss: 0.031187 | val_loss: 0.0311853 | Time: 8526.41 ms [2022-01-29 13:20:05 main:574] : INFO : Epoch 1632 | loss: 0.0311858 | val_loss: 0.0311861 | Time: 8454.16 ms [2022-01-29 13:20:14 main:574] : INFO : Epoch 1633 | loss: 0.0311865 | val_loss: 0.0311856 | Time: 8409.6 ms [2022-01-29 13:20:22 main:574] : INFO : Epoch 1634 | loss: 0.0311858 | val_loss: 0.0311843 | Time: 8332.97 ms [2022-01-29 13:20:31 main:574] : INFO : Epoch 1635 | loss: 0.0311857 | val_loss: 0.0311847 | Time: 8323.64 ms [2022-01-29 13:20:39 main:574] : INFO : Epoch 1636 | loss: 0.0311861 | val_loss: 0.0311849 | Time: 8298.22 ms [2022-01-29 13:20:47 main:574] : INFO : Epoch 1637 | loss: 0.0311858 | val_loss: 0.0311867 | Time: 8387.83 ms [2022-01-29 13:20:56 main:574] : INFO : Epoch 1638 | loss: 0.031186 | val_loss: 0.0311864 | Time: 8265.21 ms [2022-01-29 13:21:04 main:574] : INFO : Epoch 1639 | loss: 0.031186 | val_loss: 0.0311847 | Time: 8209.07 ms [2022-01-29 13:21:12 main:574] : INFO : Epoch 1640 | loss: 0.0311857 | val_loss: 0.0311848 | Time: 8287.56 ms [2022-01-29 13:21:21 main:574] : INFO : Epoch 1641 | loss: 0.0311854 | val_loss: 0.0311855 | Time: 8246.65 ms [2022-01-29 13:21:29 main:574] : INFO : Epoch 1642 | loss: 0.0311855 | val_loss: 0.0311859 | Time: 8325.56 ms [2022-01-29 13:21:38 main:574] : INFO : Epoch 1643 | loss: 0.0311857 | val_loss: 0.0311863 | Time: 8708.74 ms [2022-01-29 13:21:46 main:574] : INFO : Epoch 1644 | loss: 0.0311871 | val_loss: 0.0311847 | Time: 8576.86 ms [2022-01-29 13:21:55 main:574] : INFO : Epoch 1645 | loss: 0.0311858 | val_loss: 0.0311862 | Time: 8551.17 ms [2022-01-29 13:22:04 main:574] : INFO : Epoch 1646 | loss: 0.0311855 | val_loss: 0.0311855 | Time: 8756.56 ms [2022-01-29 13:22:13 main:574] : INFO : Epoch 1647 | loss: 0.0311864 | val_loss: 0.0311865 | Time: 8543.83 ms [2022-01-29 13:22:21 main:574] : INFO : Epoch 1648 | loss: 0.0311866 | val_loss: 0.0311849 | Time: 8335.3 ms [2022-01-29 13:22:29 main:574] : INFO : Epoch 1649 | loss: 0.0311858 | val_loss: 0.0311858 | Time: 8260.37 ms [2022-01-29 13:22:38 main:574] : INFO : Epoch 1650 | loss: 0.0311863 | val_loss: 0.0311861 | Time: 8241.14 ms [2022-01-29 13:22:46 main:574] : INFO : Epoch 1651 | loss: 0.0311857 | val_loss: 0.0311854 | Time: 8332.66 ms [2022-01-29 13:22:54 main:574] : INFO : Epoch 1652 | loss: 0.0311871 | val_loss: 0.0311903 | Time: 8299.42 ms [2022-01-29 13:23:03 main:574] : INFO : Epoch 1653 | loss: 0.0311893 | val_loss: 0.0311884 | Time: 8274.42 ms [2022-01-29 13:23:11 main:574] : INFO : Epoch 1654 | loss: 0.0311883 | val_loss: 0.0311861 | Time: 8407.06 ms [2022-01-29 13:23:19 main:574] : INFO : Epoch 1655 | loss: 0.0311864 | val_loss: 0.0311848 | Time: 8192.87 ms [2022-01-29 13:23:28 main:574] : INFO : Epoch 1656 | loss: 0.0311863 | val_loss: 0.0311882 | Time: 8393.06 ms [2022-01-29 13:23:36 main:574] : INFO : Epoch 1657 | loss: 0.0311881 | val_loss: 0.0311873 | Time: 8295.5 ms [2022-01-29 13:23:44 main:574] : INFO : Epoch 1658 | loss: 0.0311871 | val_loss: 0.0311851 | Time: 8243.2 ms [2022-01-29 13:23:53 main:574] : INFO : Epoch 1659 | loss: 0.0311866 | val_loss: 0.0311868 | Time: 8286.52 ms [2022-01-29 13:24:01 main:574] : INFO : Epoch 1660 | loss: 0.0311856 | val_loss: 0.0311861 | Time: 8372.09 ms [2022-01-29 13:24:10 main:574] : INFO : Epoch 1661 | loss: 0.0311859 | val_loss: 0.0311864 | Time: 8288.97 ms [2022-01-29 13:24:18 main:574] : INFO : Epoch 1662 | loss: 0.031186 | val_loss: 0.0311866 | Time: 8395.29 ms [2022-01-29 13:24:26 main:574] : INFO : Epoch 1663 | loss: 0.0311858 | val_loss: 0.0311848 | Time: 8442.24 ms [2022-01-29 13:24:35 main:574] : INFO : Epoch 1664 | loss: 0.0311854 | val_loss: 0.031186 | Time: 8320.06 ms [2022-01-29 13:24:44 main:574] : INFO : Epoch 1665 | loss: 0.0311859 | val_loss: 0.031185 | Time: 9465.62 ms [2022-01-29 13:24:54 main:574] : INFO : Epoch 1666 | loss: 0.0311858 | val_loss: 0.0311847 | Time: 9759.34 ms [2022-01-29 13:25:04 main:574] : INFO : Epoch 1667 | loss: 0.0311857 | val_loss: 0.0311847 | Time: 10055.3 ms [2022-01-29 13:25:13 main:574] : INFO : Epoch 1668 | loss: 0.0311857 | val_loss: 0.0311865 | Time: 8656.93 ms [2022-01-29 13:25:21 main:574] : INFO : Epoch 1669 | loss: 0.0311878 | val_loss: 0.0311889 | Time: 8240.32 ms [2022-01-29 13:25:30 main:574] : INFO : Epoch 1670 | loss: 0.031191 | val_loss: 0.0311891 | Time: 8490.08 ms [2022-01-29 13:25:38 main:574] : INFO : Epoch 1671 | loss: 0.0311876 | val_loss: 0.031185 | Time: 8317.21 ms [2022-01-29 13:25:47 main:574] : INFO : Epoch 1672 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 8295.42 ms [2022-01-29 13:25:55 main:574] : INFO : Epoch 1673 | loss: 0.0311862 | val_loss: 0.0311848 | Time: 8596.58 ms [2022-01-29 13:26:04 main:574] : INFO : Epoch 1674 | loss: 0.0311856 | val_loss: 0.0311861 | Time: 8406.22 ms [2022-01-29 13:26:12 main:574] : INFO : Epoch 1675 | loss: 0.0311859 | val_loss: 0.0311851 | Time: 8388.66 ms [2022-01-29 13:26:20 main:574] : INFO : Epoch 1676 | loss: 0.0311857 | val_loss: 0.0311843 | Time: 8274.38 ms [2022-01-29 13:26:29 main:574] : INFO : Epoch 1677 | loss: 0.0311863 | val_loss: 0.031186 | Time: 8372.22 ms [2022-01-29 13:26:37 main:574] : INFO : Epoch 1678 | loss: 0.0311873 | val_loss: 0.0311854 | Time: 8331.79 ms [2022-01-29 13:26:46 main:574] : INFO : Epoch 1679 | loss: 0.0311868 | val_loss: 0.0311857 | Time: 8503.94 ms [2022-01-29 13:26:55 main:574] : INFO : Epoch 1680 | loss: 0.0311858 | val_loss: 0.0311845 | Time: 8746.39 ms [2022-01-29 13:27:03 main:574] : INFO : Epoch 1681 | loss: 0.0311853 | val_loss: 0.0311856 | Time: 8414.87 ms [2022-01-29 13:27:11 main:574] : INFO : Epoch 1682 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 8043.79 ms [2022-01-29 13:27:19 main:574] : INFO : Epoch 1683 | loss: 0.0311859 | val_loss: 0.0311856 | Time: 8155.47 ms [2022-01-29 13:27:28 main:574] : INFO : Epoch 1684 | loss: 0.0311861 | val_loss: 0.0311858 | Time: 8356.18 ms [2022-01-29 13:27:36 main:574] : INFO : Epoch 1685 | loss: 0.031186 | val_loss: 0.0311857 | Time: 8343.01 ms [2022-01-29 13:27:45 main:574] : INFO : Epoch 1686 | loss: 0.0311853 | val_loss: 0.0311851 | Time: 8277.06 ms [2022-01-29 13:27:53 main:574] : INFO : Epoch 1687 | loss: 0.0311856 | val_loss: 0.0311856 | Time: 8339.86 ms [2022-01-29 13:28:01 main:574] : INFO : Epoch 1688 | loss: 0.031186 | val_loss: 0.0311859 | Time: 8139.68 ms [2022-01-29 13:28:09 main:574] : INFO : Epoch 1689 | loss: 0.0311857 | val_loss: 0.031185 | Time: 8185.06 ms [2022-01-29 13:28:18 main:574] : INFO : Epoch 1690 | loss: 0.0311859 | val_loss: 0.0311855 | Time: 8218.51 ms [2022-01-29 13:28:26 main:574] : INFO : Epoch 1691 | loss: 0.031186 | val_loss: 0.0311857 | Time: 8403.88 ms [2022-01-29 13:28:35 main:574] : INFO : Epoch 1692 | loss: 0.0311867 | val_loss: 0.0311898 | Time: 8369.85 ms [2022-01-29 13:28:43 main:574] : INFO : Epoch 1693 | loss: 0.0311896 | val_loss: 0.0311885 | Time: 8398.31 ms [2022-01-29 13:28:52 main:574] : INFO : Epoch 1694 | loss: 0.0311871 | val_loss: 0.031185 | Time: 8443.87 ms [2022-01-29 13:29:00 main:574] : INFO : Epoch 1695 | loss: 0.0311859 | val_loss: 0.0311855 | Time: 8312.08 ms [2022-01-29 13:29:08 main:574] : INFO : Epoch 1696 | loss: 0.0311864 | val_loss: 0.0311857 | Time: 8291.05 ms [2022-01-29 13:29:17 main:574] : INFO : Epoch 1697 | loss: 0.0311871 | val_loss: 0.031191 | Time: 8255.84 ms [2022-01-29 13:29:25 main:574] : INFO : Epoch 1698 | loss: 0.0311881 | val_loss: 0.0311893 | Time: 8301.72 ms [2022-01-29 13:29:33 main:574] : INFO : Epoch 1699 | loss: 0.0311868 | val_loss: 0.0311851 | Time: 8378.56 ms [2022-01-29 13:29:42 main:574] : INFO : Epoch 1700 | loss: 0.0311861 | val_loss: 0.0311859 | Time: 8277.31 ms [2022-01-29 13:29:50 main:574] : INFO : Epoch 1701 | loss: 0.0311864 | val_loss: 0.0311854 | Time: 8302.44 ms [2022-01-29 13:29:59 main:574] : INFO : Epoch 1702 | loss: 0.0311865 | val_loss: 0.0311893 | Time: 8380.69 ms [2022-01-29 13:30:07 main:574] : INFO : Epoch 1703 | loss: 0.0311867 | val_loss: 0.0311856 | Time: 8296.26 ms [2022-01-29 13:30:15 main:574] : INFO : Epoch 1704 | loss: 0.031186 | val_loss: 0.0311845 | Time: 8348.82 ms [2022-01-29 13:30:24 main:574] : INFO : Epoch 1705 | loss: 0.0311862 | val_loss: 0.0311851 | Time: 8502.66 ms [2022-01-29 13:30:32 main:574] : INFO : Epoch 1706 | loss: 0.0311862 | val_loss: 0.0311851 | Time: 8424.67 ms [2022-01-29 13:30:41 main:574] : INFO : Epoch 1707 | loss: 0.0311852 | val_loss: 0.0311846 | Time: 8391.62 ms [2022-01-29 13:30:49 main:574] : INFO : Epoch 1708 | loss: 0.0311853 | val_loss: 0.0311852 | Time: 8350.91 ms [2022-01-29 13:30:58 main:574] : INFO : Epoch 1709 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 8329.86 ms [2022-01-29 13:31:06 main:574] : INFO : Epoch 1710 | loss: 0.0311853 | val_loss: 0.0311853 | Time: 8308.14 ms [2022-01-29 13:31:14 main:574] : INFO : Epoch 1711 | loss: 0.0311855 | val_loss: 0.0311847 | Time: 8329.66 ms [2022-01-29 13:31:23 main:574] : INFO : Epoch 1712 | loss: 0.0311855 | val_loss: 0.0311849 | Time: 8172.86 ms [2022-01-29 13:31:31 main:574] : INFO : Epoch 1713 | loss: 0.0311854 | val_loss: 0.0311869 | Time: 8219.7 ms [2022-01-29 13:31:39 main:574] : INFO : Epoch 1714 | loss: 0.0311869 | val_loss: 0.0311853 | Time: 8368.66 ms [2022-01-29 13:31:48 main:574] : INFO : Epoch 1715 | loss: 0.0311856 | val_loss: 0.0311852 | Time: 8777.8 ms [2022-01-29 13:31:58 main:574] : INFO : Epoch 1716 | loss: 0.0311862 | val_loss: 0.0311927 | Time: 9344.18 ms [2022-01-29 13:32:06 main:574] : INFO : Epoch 1717 | loss: 0.0311872 | val_loss: 0.0311846 | Time: 8617.81 ms [2022-01-29 13:32:15 main:574] : INFO : Epoch 1718 | loss: 0.0311856 | val_loss: 0.0311847 | Time: 8644.15 ms [2022-01-29 13:32:24 main:574] : INFO : Epoch 1719 | loss: 0.031187 | val_loss: 0.0311865 | Time: 9053.21 ms [2022-01-29 13:32:33 main:574] : INFO : Epoch 1720 | loss: 0.0311862 | val_loss: 0.0311875 | Time: 8554.65 ms [2022-01-29 13:32:41 main:574] : INFO : Epoch 1721 | loss: 0.0311862 | val_loss: 0.0311871 | Time: 8329.56 ms [2022-01-29 13:32:50 main:574] : INFO : Epoch 1722 | loss: 0.0311883 | val_loss: 0.031186 | Time: 8579.08 ms [2022-01-29 13:32:59 main:574] : INFO : Epoch 1723 | loss: 0.0311865 | val_loss: 0.0311845 | Time: 8717.4 ms [2022-01-29 13:33:08 main:574] : INFO : Epoch 1724 | loss: 0.0311862 | val_loss: 0.031185 | Time: 9195.38 ms [2022-01-29 13:33:17 main:574] : INFO : Epoch 1725 | loss: 0.031186 | val_loss: 0.0311845 | Time: 9134.91 ms [2022-01-29 13:33:26 main:574] : INFO : Epoch 1726 | loss: 0.0311856 | val_loss: 0.0311857 | Time: 8348.65 ms [2022-01-29 13:33:36 main:574] : INFO : Epoch 1727 | loss: 0.0311864 | val_loss: 0.0311868 | Time: 10124.7 ms [2022-01-29 13:33:46 main:574] : INFO : Epoch 1728 | loss: 0.0311858 | val_loss: 0.0311852 | Time: 9638.79 ms [2022-01-29 13:33:54 main:574] : INFO : Epoch 1729 | loss: 0.0311863 | val_loss: 0.0311883 | Time: 8561.62 ms [2022-01-29 13:34:03 main:574] : INFO : Epoch 1730 | loss: 0.0311865 | val_loss: 0.0311868 | Time: 8701.99 ms [2022-01-29 13:34:12 main:574] : INFO : Epoch 1731 | loss: 0.031187 | val_loss: 0.0311851 | Time: 8719.11 ms [2022-01-29 13:34:20 main:574] : INFO : Epoch 1732 | loss: 0.0311856 | val_loss: 0.0311855 | Time: 8469.09 ms [2022-01-29 13:34:29 main:574] : INFO : Epoch 1733 | loss: 0.0311869 | val_loss: 0.0311857 | Time: 8397.25 ms [2022-01-29 13:34:37 main:574] : INFO : Epoch 1734 | loss: 0.031186 | val_loss: 0.0311863 | Time: 8468.67 ms [2022-01-29 13:34:46 main:574] : INFO : Epoch 1735 | loss: 0.0311857 | val_loss: 0.0311843 | Time: 8432.04 ms [2022-01-29 13:34:54 main:574] : INFO : Epoch 1736 | loss: 0.0311858 | val_loss: 0.0311847 | Time: 8617.42 ms [2022-01-29 13:35:03 main:574] : INFO : Epoch 1737 | loss: 0.0311854 | val_loss: 0.0311845 | Time: 8681.2 ms [2022-01-29 13:35:12 main:574] : INFO : Epoch 1738 | loss: 0.0311867 | val_loss: 0.0311901 | Time: 8724.79 ms [2022-01-29 13:35:21 main:574] : INFO : Epoch 1739 | loss: 0.0311884 | val_loss: 0.0311853 | Time: 8629.19 ms [2022-01-29 13:35:29 main:574] : INFO : Epoch 1740 | loss: 0.0311877 | val_loss: 0.0311864 | Time: 8656.97 ms [2022-01-29 13:35:38 main:574] : INFO : Epoch 1741 | loss: 0.0311859 | val_loss: 0.0311855 | Time: 8484.42 ms [2022-01-29 13:35:46 main:574] : INFO : Epoch 1742 | loss: 0.0311861 | val_loss: 0.0311847 | Time: 8302.43 ms [2022-01-29 13:35:55 main:574] : INFO : Epoch 1743 | loss: 0.0311852 | val_loss: 0.0311869 | Time: 8363.33 ms [2022-01-29 13:36:03 main:574] : INFO : Epoch 1744 | loss: 0.0311865 | val_loss: 0.0311845 | Time: 8470.62 ms [2022-01-29 13:36:12 main:574] : INFO : Epoch 1745 | loss: 0.0311864 | val_loss: 0.0311885 | Time: 8325.08 ms [2022-01-29 13:36:20 main:574] : INFO : Epoch 1746 | loss: 0.0311874 | val_loss: 0.0311855 | Time: 8338.97 ms [2022-01-29 13:36:28 main:574] : INFO : Epoch 1747 | loss: 0.0311869 | val_loss: 0.0311855 | Time: 8362.71 ms [2022-01-29 13:36:37 main:574] : INFO : Epoch 1748 | loss: 0.0311862 | val_loss: 0.0311853 | Time: 8402.98 ms [2022-01-29 13:36:45 main:574] : INFO : Epoch 1749 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 8442.51 ms [2022-01-29 13:36:54 main:574] : INFO : Epoch 1750 | loss: 0.031186 | val_loss: 0.0311845 | Time: 8422.96 ms [2022-01-29 13:37:02 main:574] : INFO : Epoch 1751 | loss: 0.0311853 | val_loss: 0.0311853 | Time: 8481.22 ms [2022-01-29 13:37:11 main:574] : INFO : Epoch 1752 | loss: 0.0311858 | val_loss: 0.0311853 | Time: 8294.49 ms [2022-01-29 13:37:19 main:574] : INFO : Epoch 1753 | loss: 0.0311864 | val_loss: 0.0311847 | Time: 8393.43 ms [2022-01-29 13:37:28 main:574] : INFO : Epoch 1754 | loss: 0.0311871 | val_loss: 0.0311847 | Time: 8332.04 ms [2022-01-29 13:37:36 main:574] : INFO : Epoch 1755 | loss: 0.0311875 | val_loss: 0.0311896 | Time: 8282.31 ms [2022-01-29 13:37:44 main:574] : INFO : Epoch 1756 | loss: 0.0311874 | val_loss: 0.0311856 | Time: 8380.52 ms [2022-01-29 13:37:53 main:574] : INFO : Epoch 1757 | loss: 0.0311859 | val_loss: 0.0311858 | Time: 8291.37 ms [2022-01-29 13:38:01 main:574] : INFO : Epoch 1758 | loss: 0.0311855 | val_loss: 0.0311865 | Time: 8387.84 ms [2022-01-29 13:38:10 main:574] : INFO : Epoch 1759 | loss: 0.0311874 | val_loss: 0.0311849 | Time: 8397.65 ms [2022-01-29 13:38:18 main:574] : INFO : Epoch 1760 | loss: 0.031189 | val_loss: 0.0311914 | Time: 8293.37 ms [2022-01-29 13:38:26 main:574] : INFO : Epoch 1761 | loss: 0.0311906 | val_loss: 0.0311883 | Time: 8384.14 ms [2022-01-29 13:38:35 main:574] : INFO : Epoch 1762 | loss: 0.0311864 | val_loss: 0.0311848 | Time: 8451.21 ms [2022-01-29 13:38:43 main:574] : INFO : Epoch 1763 | loss: 0.0311865 | val_loss: 0.0311856 | Time: 8286.59 ms [2022-01-29 13:38:52 main:574] : INFO : Epoch 1764 | loss: 0.0311865 | val_loss: 0.0311847 | Time: 8345.48 ms [2022-01-29 13:39:00 main:574] : INFO : Epoch 1765 | loss: 0.0311867 | val_loss: 0.0311855 | Time: 8296.79 ms [2022-01-29 13:39:09 main:574] : INFO : Epoch 1766 | loss: 0.0311858 | val_loss: 0.0311849 | Time: 8350.96 ms [2022-01-29 13:39:17 main:574] : INFO : Epoch 1767 | loss: 0.0311863 | val_loss: 0.0311858 | Time: 8391.65 ms [2022-01-29 13:39:25 main:574] : INFO : Epoch 1768 | loss: 0.0311859 | val_loss: 0.0311855 | Time: 8304.2 ms [2022-01-29 13:39:34 main:574] : INFO : Epoch 1769 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 8394.63 ms [2022-01-29 13:39:42 main:574] : INFO : Epoch 1770 | loss: 0.0311856 | val_loss: 0.0311849 | Time: 8364.88 ms [2022-01-29 13:39:51 main:574] : INFO : Epoch 1771 | loss: 0.0311862 | val_loss: 0.0311873 | Time: 8569.35 ms [2022-01-29 13:39:59 main:574] : INFO : Epoch 1772 | loss: 0.0311863 | val_loss: 0.0311857 | Time: 8362.92 ms [2022-01-29 13:40:08 main:574] : INFO : Epoch 1773 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 8390.56 ms [2022-01-29 13:40:16 main:574] : INFO : Epoch 1774 | loss: 0.0311862 | val_loss: 0.0311851 | Time: 8482.44 ms [2022-01-29 13:40:25 main:574] : INFO : Epoch 1775 | loss: 0.0311852 | val_loss: 0.0311846 | Time: 8484.56 ms [2022-01-29 13:40:33 main:574] : INFO : Epoch 1776 | loss: 0.0311852 | val_loss: 0.0311858 | Time: 8430.82 ms [2022-01-29 13:40:42 main:574] : INFO : Epoch 1777 | loss: 0.0311861 | val_loss: 0.0311887 | Time: 8444.17 ms [2022-01-29 13:40:50 main:574] : INFO : Epoch 1778 | loss: 0.0311864 | val_loss: 0.0311848 | Time: 8230.22 ms [2022-01-29 13:40:58 main:574] : INFO : Epoch 1779 | loss: 0.0311861 | val_loss: 0.0311853 | Time: 8288.63 ms [2022-01-29 13:41:07 main:574] : INFO : Epoch 1780 | loss: 0.031186 | val_loss: 0.0311852 | Time: 8508.1 ms [2022-01-29 13:41:15 main:574] : INFO : Epoch 1781 | loss: 0.0311853 | val_loss: 0.0311846 | Time: 8224.96 ms [2022-01-29 13:41:24 main:574] : INFO : Epoch 1782 | loss: 0.0311854 | val_loss: 0.0311849 | Time: 8389.53 ms [2022-01-29 13:41:32 main:574] : INFO : Epoch 1783 | loss: 0.0311856 | val_loss: 0.0311853 | Time: 8362.41 ms [2022-01-29 13:41:40 main:574] : INFO : Epoch 1784 | loss: 0.031187 | val_loss: 0.0311886 | Time: 8214.08 ms [2022-01-29 13:41:49 main:574] : INFO : Epoch 1785 | loss: 0.0311871 | val_loss: 0.0311846 | Time: 8429.15 ms [2022-01-29 13:41:57 main:574] : INFO : Epoch 1786 | loss: 0.0311866 | val_loss: 0.0311862 | Time: 8404.29 ms [2022-01-29 13:42:06 main:574] : INFO : Epoch 1787 | loss: 0.0311857 | val_loss: 0.0311842 | Time: 8228.18 ms [2022-01-29 13:42:14 main:574] : INFO : Epoch 1788 | loss: 0.0311855 | val_loss: 0.0311846 | Time: 8270.77 ms [2022-01-29 13:42:22 main:574] : INFO : Epoch 1789 | loss: 0.0311858 | val_loss: 0.0311857 | Time: 8172.03 ms [2022-01-29 13:42:31 main:574] : INFO : Epoch 1790 | loss: 0.0311861 | val_loss: 0.0311846 | Time: 8411.63 ms [2022-01-29 13:42:39 main:574] : INFO : Epoch 1791 | loss: 0.0311861 | val_loss: 0.0311848 | Time: 8340.73 ms [2022-01-29 13:42:48 main:574] : INFO : Epoch 1792 | loss: 0.0311872 | val_loss: 0.0311872 | Time: 8364.48 ms [2022-01-29 13:42:56 main:574] : INFO : Epoch 1793 | loss: 0.0311874 | val_loss: 0.0311856 | Time: 8463.64 ms [2022-01-29 13:43:05 main:574] : INFO : Epoch 1794 | loss: 0.0311854 | val_loss: 0.0311851 | Time: 8348.79 ms [2022-01-29 13:43:13 main:574] : INFO : Epoch 1795 | loss: 0.0311853 | val_loss: 0.0311847 | Time: 8336.19 ms [2022-01-29 13:43:21 main:574] : INFO : Epoch 1796 | loss: 0.0311854 | val_loss: 0.0311846 | Time: 8317.16 ms [2022-01-29 13:43:30 main:574] : INFO : Epoch 1797 | loss: 0.0311851 | val_loss: 0.0311861 | Time: 8470 ms [2022-01-29 13:43:38 main:574] : INFO : Epoch 1798 | loss: 0.0311855 | val_loss: 0.0311849 | Time: 8363.58 ms [2022-01-29 13:43:47 main:574] : INFO : Epoch 1799 | loss: 0.0311867 | val_loss: 0.0311866 | Time: 8623.96 ms [2022-01-29 13:43:56 main:574] : INFO : Epoch 1800 | loss: 0.0311858 | val_loss: 0.0311873 | Time: 8413.13 ms [2022-01-29 13:44:04 main:574] : INFO : Epoch 1801 | loss: 0.0311861 | val_loss: 0.0311857 | Time: 8423.64 ms [2022-01-29 13:44:13 main:574] : INFO : Epoch 1802 | loss: 0.0311875 | val_loss: 0.0311931 | Time: 8375.19 ms [2022-01-29 13:44:21 main:574] : INFO : Epoch 1803 | loss: 0.0311887 | val_loss: 0.0311844 | Time: 8568.13 ms [2022-01-29 13:44:30 main:574] : INFO : Epoch 1804 | loss: 0.0311862 | val_loss: 0.0311846 | Time: 8458.76 ms [2022-01-29 13:44:38 main:574] : INFO : Epoch 1805 | loss: 0.0311851 | val_loss: 0.0311858 | Time: 8228.96 ms [2022-01-29 13:44:46 main:574] : INFO : Epoch 1806 | loss: 0.0311858 | val_loss: 0.0311844 | Time: 8260.6 ms [2022-01-29 13:44:55 main:574] : INFO : Epoch 1807 | loss: 0.0311854 | val_loss: 0.0311843 | Time: 8453.85 ms [2022-01-29 13:45:03 main:574] : INFO : Epoch 1808 | loss: 0.0311858 | val_loss: 0.0311852 | Time: 8310.85 ms [2022-01-29 13:45:12 main:574] : INFO : Epoch 1809 | loss: 0.0311872 | val_loss: 0.0311879 | Time: 8522.12 ms [2022-01-29 13:45:21 main:574] : INFO : Epoch 1810 | loss: 0.0311872 | val_loss: 0.0311879 | Time: 8614.13 ms [2022-01-29 13:45:29 main:574] : INFO : Epoch 1811 | loss: 0.0311936 | val_loss: 0.0311938 | Time: 8510.67 ms [2022-01-29 13:45:38 main:574] : INFO : Epoch 1812 | loss: 0.031189 | val_loss: 0.0311862 | Time: 8548.01 ms [2022-01-29 13:45:46 main:574] : INFO : Epoch 1813 | loss: 0.0311868 | val_loss: 0.0311868 | Time: 8446.86 ms [2022-01-29 13:45:55 main:574] : INFO : Epoch 1814 | loss: 0.0311864 | val_loss: 0.031185 | Time: 8195.07 ms [2022-01-29 13:46:03 main:574] : INFO : Epoch 1815 | loss: 0.0311857 | val_loss: 0.0311848 | Time: 8531.27 ms [2022-01-29 13:46:12 main:574] : INFO : Epoch 1816 | loss: 0.0311857 | val_loss: 0.0311844 | Time: 8341.22 ms [2022-01-29 13:46:20 main:574] : INFO : Epoch 1817 | loss: 0.0311858 | val_loss: 0.0311854 | Time: 8319.16 ms [2022-01-29 13:46:28 main:574] : INFO : Epoch 1818 | loss: 0.0311855 | val_loss: 0.0311877 | Time: 8318.1 ms [2022-01-29 13:46:37 main:574] : INFO : Epoch 1819 | loss: 0.0311879 | val_loss: 0.0311868 | Time: 8427.31 ms [2022-01-29 13:46:45 main:574] : INFO : Epoch 1820 | loss: 0.0311883 | val_loss: 0.031191 | Time: 8406.05 ms [2022-01-29 13:46:54 main:574] : INFO : Epoch 1821 | loss: 0.0311888 | val_loss: 0.0311844 | Time: 8304.71 ms [2022-01-29 13:47:02 main:574] : INFO : Epoch 1822 | loss: 0.0311859 | val_loss: 0.0311859 | Time: 8348.78 ms [2022-01-29 13:47:10 main:574] : INFO : Epoch 1823 | loss: 0.0311855 | val_loss: 0.0311857 | Time: 8286.77 ms [2022-01-29 13:47:19 main:574] : INFO : Epoch 1824 | loss: 0.0311857 | val_loss: 0.031186 | Time: 8491.28 ms [2022-01-29 13:47:27 main:574] : INFO : Epoch 1825 | loss: 0.0311857 | val_loss: 0.0311854 | Time: 8467.48 ms [2022-01-29 13:47:36 main:574] : INFO : Epoch 1826 | loss: 0.0311859 | val_loss: 0.0311854 | Time: 8456.43 ms [2022-01-29 13:47:44 main:574] : INFO : Epoch 1827 | loss: 0.0311859 | val_loss: 0.0311851 | Time: 8400.99 ms [2022-01-29 13:47:53 main:574] : INFO : Epoch 1828 | loss: 0.0311861 | val_loss: 0.0311853 | Time: 8211.15 ms [2022-01-29 13:48:01 main:574] : INFO : Epoch 1829 | loss: 0.0311864 | val_loss: 0.0311849 | Time: 8536.1 ms [2022-01-29 13:48:10 main:574] : INFO : Epoch 1830 | loss: 0.0311866 | val_loss: 0.0311889 | Time: 8484.59 ms [2022-01-29 13:48:18 main:574] : INFO : Epoch 1831 | loss: 0.0311862 | val_loss: 0.031185 | Time: 8270.13 ms [2022-01-29 13:48:27 main:574] : INFO : Epoch 1832 | loss: 0.0311855 | val_loss: 0.0311846 | Time: 8337.38 ms [2022-01-29 13:48:35 main:574] : INFO : Epoch 1833 | loss: 0.0311859 | val_loss: 0.0311851 | Time: 8465.32 ms [2022-01-29 13:48:44 main:574] : INFO : Epoch 1834 | loss: 0.0311853 | val_loss: 0.0311843 | Time: 8489.23 ms [2022-01-29 13:48:52 main:574] : INFO : Epoch 1835 | loss: 0.0311853 | val_loss: 0.0311848 | Time: 8340.99 ms [2022-01-29 13:49:01 main:574] : INFO : Epoch 1836 | loss: 0.0311874 | val_loss: 0.031188 | Time: 8375.45 ms [2022-01-29 13:49:09 main:574] : INFO : Epoch 1837 | loss: 0.0311866 | val_loss: 0.0311867 | Time: 8501.77 ms [2022-01-29 13:49:18 main:574] : INFO : Epoch 1838 | loss: 0.0311869 | val_loss: 0.0311847 | Time: 8512.76 ms [2022-01-29 13:49:26 main:574] : INFO : Epoch 1839 | loss: 0.031186 | val_loss: 0.0311844 | Time: 8365.46 ms [2022-01-29 13:49:34 main:574] : INFO : Epoch 1840 | loss: 0.0311853 | val_loss: 0.0311851 | Time: 8314.06 ms [2022-01-29 13:49:43 main:574] : INFO : Epoch 1841 | loss: 0.0311854 | val_loss: 0.0311849 | Time: 8399.13 ms [2022-01-29 13:49:51 main:574] : INFO : Epoch 1842 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 8431.46 ms [2022-01-29 13:50:00 main:574] : INFO : Epoch 1843 | loss: 0.0311878 | val_loss: 0.0311911 | Time: 8412.45 ms [2022-01-29 13:50:08 main:574] : INFO : Epoch 1844 | loss: 0.0311891 | val_loss: 0.0311862 | Time: 8336.67 ms [2022-01-29 13:50:17 main:574] : INFO : Epoch 1845 | loss: 0.0311872 | val_loss: 0.0311857 | Time: 8476.9 ms [2022-01-29 13:50:25 main:574] : INFO : Epoch 1846 | loss: 0.0311883 | val_loss: 0.0311866 | Time: 8364.65 ms [2022-01-29 13:50:34 main:574] : INFO : Epoch 1847 | loss: 0.0311858 | val_loss: 0.031185 | Time: 8532.38 ms [2022-01-29 13:50:43 main:574] : INFO : Epoch 1848 | loss: 0.0311856 | val_loss: 0.031186 | Time: 8632.66 ms [2022-01-29 13:50:51 main:574] : INFO : Epoch 1849 | loss: 0.0311874 | val_loss: 0.0311868 | Time: 8438.17 ms [2022-01-29 13:51:00 main:574] : INFO : Epoch 1850 | loss: 0.0311887 | val_loss: 0.031185 | Time: 8344.13 ms [2022-01-29 13:51:08 main:574] : INFO : Epoch 1851 | loss: 0.031187 | val_loss: 0.0311856 | Time: 8398.58 ms [2022-01-29 13:51:16 main:574] : INFO : Epoch 1852 | loss: 0.0311864 | val_loss: 0.0311858 | Time: 8384.63 ms [2022-01-29 13:51:25 main:574] : INFO : Epoch 1853 | loss: 0.0311859 | val_loss: 0.0311855 | Time: 8243.24 ms [2022-01-29 13:51:33 main:574] : INFO : Epoch 1854 | loss: 0.0311858 | val_loss: 0.0311855 | Time: 8403.08 ms [2022-01-29 13:51:42 main:574] : INFO : Epoch 1855 | loss: 0.0311851 | val_loss: 0.0311845 | Time: 8515.21 ms [2022-01-29 13:51:50 main:574] : INFO : Epoch 1856 | loss: 0.0311858 | val_loss: 0.0311849 | Time: 8412.64 ms [2022-01-29 13:51:59 main:574] : INFO : Epoch 1857 | loss: 0.0311871 | val_loss: 0.0311862 | Time: 8333.47 ms [2022-01-29 13:52:07 main:574] : INFO : Epoch 1858 | loss: 0.0311862 | val_loss: 0.0311864 | Time: 8287.37 ms [2022-01-29 13:52:15 main:574] : INFO : Epoch 1859 | loss: 0.0311861 | val_loss: 0.0311904 | Time: 8410.79 ms [2022-01-29 13:52:24 main:574] : INFO : Epoch 1860 | loss: 0.031188 | val_loss: 0.0311858 | Time: 8547.79 ms [2022-01-29 13:52:32 main:574] : INFO : Epoch 1861 | loss: 0.0311856 | val_loss: 0.0311856 | Time: 8245.63 ms [2022-01-29 13:52:41 main:574] : INFO : Epoch 1862 | loss: 0.0311852 | val_loss: 0.031185 | Time: 8400.8 ms [2022-01-29 13:52:49 main:574] : INFO : Epoch 1863 | loss: 0.0311862 | val_loss: 0.0311851 | Time: 8519.88 ms [2022-01-29 13:52:58 main:574] : INFO : Epoch 1864 | loss: 0.0311855 | val_loss: 0.0311847 | Time: 8124.28 ms [2022-01-29 13:53:06 main:574] : INFO : Epoch 1865 | loss: 0.0311852 | val_loss: 0.031186 | Time: 8676.91 ms [2022-01-29 13:53:14 main:574] : INFO : Epoch 1866 | loss: 0.0311863 | val_loss: 0.0311848 | Time: 7591.32 ms [2022-01-29 13:53:22 main:574] : INFO : Epoch 1867 | loss: 0.0311864 | val_loss: 0.0311853 | Time: 7994.04 ms [2022-01-29 13:53:30 main:574] : INFO : Epoch 1868 | loss: 0.0311864 | val_loss: 0.0311853 | Time: 7539.68 ms [2022-01-29 13:53:37 main:574] : INFO : Epoch 1869 | loss: 0.0311855 | val_loss: 0.0311845 | Time: 7231.08 ms [2022-01-29 13:53:44 main:574] : INFO : Epoch 1870 | loss: 0.0311866 | val_loss: 0.0311845 | Time: 7382.54 ms [2022-01-29 13:53:52 main:574] : INFO : Epoch 1871 | loss: 0.0311865 | val_loss: 0.0311893 | Time: 7434.37 ms [2022-01-29 13:53:59 main:574] : INFO : Epoch 1872 | loss: 0.0311872 | val_loss: 0.0311853 | Time: 7471.21 ms [2022-01-29 13:54:07 main:574] : INFO : Epoch 1873 | loss: 0.0311872 | val_loss: 0.0311852 | Time: 7184.65 ms [2022-01-29 13:54:14 main:574] : INFO : Epoch 1874 | loss: 0.0311861 | val_loss: 0.0311856 | Time: 7576.92 ms [2022-01-29 13:54:22 main:574] : INFO : Epoch 1875 | loss: 0.0311862 | val_loss: 0.0311864 | Time: 7489.79 ms [2022-01-29 13:54:29 main:574] : INFO : Epoch 1876 | loss: 0.0311861 | val_loss: 0.0311858 | Time: 7250.45 ms [2022-01-29 13:54:37 main:574] : INFO : Epoch 1877 | loss: 0.0311854 | val_loss: 0.031185 | Time: 7805.89 ms [2022-01-29 13:54:45 main:574] : INFO : Epoch 1878 | loss: 0.0311866 | val_loss: 0.0311849 | Time: 7366.5 ms [2022-01-29 13:54:52 main:574] : INFO : Epoch 1879 | loss: 0.0311855 | val_loss: 0.0311851 | Time: 7251.43 ms [2022-01-29 13:54:59 main:574] : INFO : Epoch 1880 | loss: 0.0311854 | val_loss: 0.0311886 | Time: 7086.74 ms [2022-01-29 13:55:06 main:574] : INFO : Epoch 1881 | loss: 0.0311865 | val_loss: 0.0311846 | Time: 7086.61 ms [2022-01-29 13:55:13 main:574] : INFO : Epoch 1882 | loss: 0.0311857 | val_loss: 0.0311852 | Time: 7151.54 ms [2022-01-29 13:55:21 main:574] : INFO : Epoch 1883 | loss: 0.0311861 | val_loss: 0.031185 | Time: 7195.66 ms [2022-01-29 13:55:28 main:574] : INFO : Epoch 1884 | loss: 0.0311864 | val_loss: 0.0311869 | Time: 7466.71 ms [2022-01-29 13:55:36 main:574] : INFO : Epoch 1885 | loss: 0.0311869 | val_loss: 0.0311886 | Time: 7459.52 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2022-01-29 15:31:47 main:435] : INFO : Set logging level to 1 [2022-01-29 15:31:48 main:441] : INFO : Running in BOINC Client mode [2022-01-29 15:31:49 main:444] : INFO : Resolving all filenames [2022-01-29 15:31:49 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-01-29 15:31:49 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-01-29 15:31:50 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-01-29 15:31:50 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-01-29 15:31:51 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-01-29 15:31:51 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-01-29 15:31:51 main:474] : INFO : Configuration: [2022-01-29 15:31:51 main:475] : INFO : Model type: GRU [2022-01-29 15:31:52 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-01-29 15:31:52 main:477] : INFO : Max Epochs: 2048 [2022-01-29 15:31:52 main:478] : INFO : Batch Size: 128 [2022-01-29 15:31:52 main:479] : INFO : Learning Rate: 0.01 [2022-01-29 15:31:53 main:480] : INFO : Patience: 10 [2022-01-29 15:31:53 main:481] : INFO : Hidden Width: 12 [2022-01-29 15:31:53 main:482] : INFO : # Recurrent Layers: 4 [2022-01-29 15:31:53 main:483] : INFO : # Backend Layers: 4 [2022-01-29 15:31:53 main:484] : INFO : # Threads: 1 [2022-01-29 15:31:54 main:486] : INFO : Preparing Dataset [2022-01-29 15:31:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-01-29 15:32:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-01-29 15:33:47 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-01-29 15:33:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-01-29 15:33:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-01-29 15:33:48 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-01-29 15:33:49 main:494] : INFO : Creating Model [2022-01-29 15:33:49 main:507] : INFO : Preparing config file [2022-01-29 15:33:49 main:511] : INFO : Found checkpoint, attempting to load... [2022-01-29 15:33:49 main:512] : INFO : Loading config [2022-01-29 15:33:50 main:514] : INFO : Loading state [2022-01-29 15:34:41 main:559] : INFO : Loading DataLoader into Memory [2022-01-29 15:34:42 main:562] : INFO : Starting Training [2022-01-29 15:34:54 main:574] : INFO : Epoch 1885 | loss: 0.0312091 | val_loss: 0.03119 | Time: 12001.7 ms [2022-01-29 15:35:01 main:574] : INFO : Epoch 1886 | loss: 0.0311873 | val_loss: 0.0311863 | Time: 7180.2 ms [2022-01-29 15:35:08 main:574] : INFO : Epoch 1887 | loss: 0.0311862 | val_loss: 0.0311861 | Time: 6993.17 ms [2022-01-29 15:35:15 main:574] : INFO : Epoch 1888 | loss: 0.0311853 | val_loss: 0.0311849 | Time: 7066.02 ms [2022-01-29 15:35:22 main:574] : INFO : Epoch 1889 | loss: 0.0311858 | val_loss: 0.0311851 | Time: 6974.58 ms [2022-01-29 15:35:30 main:574] : INFO : Epoch 1890 | loss: 0.031186 | val_loss: 0.0311849 | Time: 7130.74 ms [2022-01-29 15:35:37 main:574] : INFO : Epoch 1891 | loss: 0.0311858 | val_loss: 0.0311853 | Time: 7040.13 ms [2022-01-29 15:35:44 main:574] : INFO : Epoch 1892 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 7339.39 ms [2022-01-29 15:35:51 main:574] : INFO : Epoch 1893 | loss: 0.0311848 | val_loss: 0.0311847 | Time: 7139.84 ms [2022-01-29 15:35:59 main:574] : INFO : Epoch 1894 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 7293.99 ms [2022-01-29 15:36:06 main:574] : INFO : Epoch 1895 | loss: 0.0311855 | val_loss: 0.0311849 | Time: 6875.65 ms [2022-01-29 15:36:13 main:574] : INFO : Epoch 1896 | loss: 0.0311854 | val_loss: 0.031185 | Time: 7162.07 ms [2022-01-29 15:36:20 main:574] : INFO : Epoch 1897 | loss: 0.0311853 | val_loss: 0.0311864 | Time: 6992.95 ms [2022-01-29 15:36:27 main:574] : INFO : Epoch 1898 | loss: 0.0311857 | val_loss: 0.0311848 | Time: 7131.96 ms [2022-01-29 15:36:34 main:574] : INFO : Epoch 1899 | loss: 0.0311865 | val_loss: 0.0311864 | Time: 6948.83 ms [2022-01-29 15:36:41 main:574] : INFO : Epoch 1900 | loss: 0.0311861 | val_loss: 0.0311874 | Time: 7012.93 ms [2022-01-29 15:36:48 main:574] : INFO : Epoch 1901 | loss: 0.0311863 | val_loss: 0.0311852 | Time: 7038.34 ms [2022-01-29 15:36:55 main:574] : INFO : Epoch 1902 | loss: 0.0311869 | val_loss: 0.0311878 | Time: 6992.34 ms [2022-01-29 15:37:02 main:574] : INFO : Epoch 1903 | loss: 0.0311862 | val_loss: 0.0311861 | Time: 7065.99 ms [2022-01-29 15:37:09 main:574] : INFO : Epoch 1904 | loss: 0.031187 | val_loss: 0.0311849 | Time: 7012.74 ms [2022-01-29 15:37:16 main:574] : INFO : Epoch 1905 | loss: 0.031186 | val_loss: 0.0311849 | Time: 6981.61 ms [2022-01-29 15:37:24 main:574] : INFO : Epoch 1906 | loss: 0.0311849 | val_loss: 0.0311851 | Time: 7074.9 ms [2022-01-29 15:37:31 main:574] : INFO : Epoch 1907 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 7017.23 ms [2022-01-29 15:37:38 main:574] : INFO : Epoch 1908 | loss: 0.0311852 | val_loss: 0.0311853 | Time: 6955.8 ms [2022-01-29 15:37:45 main:574] : INFO : Epoch 1909 | loss: 0.0311866 | val_loss: 0.0311851 | Time: 7080.96 ms [2022-01-29 15:37:52 main:574] : INFO : Epoch 1910 | loss: 0.0311871 | val_loss: 0.0311847 | Time: 7092.7 ms [2022-01-29 15:37:59 main:574] : INFO : Epoch 1911 | loss: 0.0311865 | val_loss: 0.0311851 | Time: 7027.66 ms [2022-01-29 15:38:06 main:574] : INFO : Epoch 1912 | loss: 0.0311853 | val_loss: 0.0311858 | Time: 7026.81 ms [2022-01-29 15:38:13 main:574] : INFO : Epoch 1913 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 7115.81 ms [2022-01-29 15:38:21 main:574] : INFO : Epoch 1914 | loss: 0.0311856 | val_loss: 0.031185 | Time: 7475.17 ms [2022-01-29 15:38:28 main:574] : INFO : Epoch 1915 | loss: 0.0311852 | val_loss: 0.0311852 | Time: 7016.31 ms [2022-01-29 15:38:35 main:574] : INFO : Epoch 1916 | loss: 0.0311852 | val_loss: 0.0311859 | Time: 7042.55 ms [2022-01-29 15:38:42 main:574] : INFO : Epoch 1917 | loss: 0.0311855 | val_loss: 0.0311869 | Time: 6979.32 ms [2022-01-29 15:38:49 main:574] : INFO : Epoch 1918 | loss: 0.0311852 | val_loss: 0.0311848 | Time: 7015.19 ms [2022-01-29 15:38:56 main:574] : INFO : Epoch 1919 | loss: 0.0311864 | val_loss: 0.0311847 | Time: 7076.37 ms [2022-01-29 15:39:03 main:574] : INFO : Epoch 1920 | loss: 0.0311871 | val_loss: 0.0311894 | Time: 7046.9 ms [2022-01-29 15:39:11 main:574] : INFO : Epoch 1921 | loss: 0.0311867 | val_loss: 0.031185 | Time: 7005.08 ms [2022-01-29 15:39:18 main:574] : INFO : Epoch 1922 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 7075.86 ms [2022-01-29 15:39:25 main:574] : INFO : Epoch 1923 | loss: 0.0311854 | val_loss: 0.0311855 | Time: 7004.14 ms [2022-01-29 15:39:32 main:574] : INFO : Epoch 1924 | loss: 0.0311856 | val_loss: 0.031185 | Time: 7191.32 ms [2022-01-29 15:39:39 main:574] : INFO : Epoch 1925 | loss: 0.0311856 | val_loss: 0.0311856 | Time: 6990.9 ms [2022-01-29 15:39:46 main:574] : INFO : Epoch 1926 | loss: 0.0311865 | val_loss: 0.031185 | Time: 7048.01 ms [2022-01-29 15:39:53 main:574] : INFO : Epoch 1927 | loss: 0.0311851 | val_loss: 0.0311851 | Time: 7132.3 ms [2022-01-29 15:40:00 main:574] : INFO : Epoch 1928 | loss: 0.0311851 | val_loss: 0.0311849 | Time: 7021.33 ms [2022-01-29 15:40:08 main:574] : INFO : Epoch 1929 | loss: 0.0311855 | val_loss: 0.0311873 | Time: 7162.44 ms [2022-01-29 15:40:15 main:574] : INFO : Epoch 1930 | loss: 0.0311861 | val_loss: 0.031185 | Time: 7246.73 ms [2022-01-29 15:40:22 main:574] : INFO : Epoch 1931 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 6947.27 ms [2022-01-29 15:40:29 main:574] : INFO : Epoch 1932 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 7196.5 ms [2022-01-29 15:40:36 main:574] : INFO : Epoch 1933 | loss: 0.0311854 | val_loss: 0.0311874 | Time: 7107.29 ms [2022-01-29 15:40:43 main:574] : INFO : Epoch 1934 | loss: 0.0311862 | val_loss: 0.0311865 | Time: 7011.85 ms [2022-01-29 15:40:51 main:574] : INFO : Epoch 1935 | loss: 0.0311855 | val_loss: 0.0311847 | Time: 7147.94 ms [2022-01-29 15:40:58 main:574] : INFO : Epoch 1936 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 7203.21 ms [2022-01-29 15:41:05 main:574] : INFO : Epoch 1937 | loss: 0.031185 | val_loss: 0.031188 | Time: 7147.9 ms [2022-01-29 15:41:12 main:574] : INFO : Epoch 1938 | loss: 0.0311859 | val_loss: 0.0311849 | Time: 7075.07 ms [2022-01-29 15:41:19 main:574] : INFO : Epoch 1939 | loss: 0.0311856 | val_loss: 0.0311861 | Time: 7037.59 ms [2022-01-29 15:41:26 main:574] : INFO : Epoch 1940 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 7086.18 ms [2022-01-29 15:41:33 main:574] : INFO : Epoch 1941 | loss: 0.0311852 | val_loss: 0.0311859 | Time: 6786.55 ms [2022-01-29 15:41:40 main:574] : INFO : Epoch 1942 | loss: 0.0311857 | val_loss: 0.0311851 | Time: 7132.13 ms [2022-01-29 15:41:48 main:574] : INFO : Epoch 1943 | loss: 0.0311856 | val_loss: 0.0311873 | Time: 7225.3 ms [2022-01-29 15:41:55 main:574] : INFO : Epoch 1944 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 6965.63 ms [2022-01-29 15:42:02 main:574] : INFO : Epoch 1945 | loss: 0.0311852 | val_loss: 0.0311852 | Time: 7292.93 ms [2022-01-29 15:42:09 main:574] : INFO : Epoch 1946 | loss: 0.0311873 | val_loss: 0.0311852 | Time: 7013.78 ms [2022-01-29 15:42:16 main:574] : INFO : Epoch 1947 | loss: 0.0311858 | val_loss: 0.0311848 | Time: 7126.9 ms [2022-01-29 15:42:24 main:574] : INFO : Epoch 1948 | loss: 0.0311876 | val_loss: 0.0311916 | Time: 7128.56 ms [2022-01-29 15:42:31 main:574] : INFO : Epoch 1949 | loss: 0.0311871 | val_loss: 0.0311857 | Time: 7147.79 ms [2022-01-29 15:42:38 main:574] : INFO : Epoch 1950 | loss: 0.0311861 | val_loss: 0.0311851 | Time: 7045 ms [2022-01-29 15:42:45 main:574] : INFO : Epoch 1951 | loss: 0.0311858 | val_loss: 0.0311873 | Time: 7200.38 ms [2022-01-29 15:42:52 main:574] : INFO : Epoch 1952 | loss: 0.0311858 | val_loss: 0.031186 | Time: 7035.96 ms [2022-01-29 15:42:59 main:574] : INFO : Epoch 1953 | loss: 0.0311852 | val_loss: 0.0311857 | Time: 7006.43 ms [2022-01-29 15:43:06 main:574] : INFO : Epoch 1954 | loss: 0.0311863 | val_loss: 0.0311863 | Time: 7058.7 ms [2022-01-29 15:43:14 main:574] : INFO : Epoch 1955 | loss: 0.0311867 | val_loss: 0.0311846 | Time: 7072.52 ms [2022-01-29 15:43:20 main:574] : INFO : Epoch 1956 | loss: 0.0311873 | val_loss: 0.0311899 | Time: 6833.78 ms [2022-01-29 15:43:27 main:574] : INFO : Epoch 1957 | loss: 0.0311895 | val_loss: 0.0311885 | Time: 6803.95 ms [2022-01-29 15:43:35 main:574] : INFO : Epoch 1958 | loss: 0.031198 | val_loss: 0.0312045 | Time: 7141.02 ms [2022-01-29 15:43:42 main:574] : INFO : Epoch 1959 | loss: 0.0311935 | val_loss: 0.0311879 | Time: 7628.45 ms [2022-01-29 15:43:49 main:574] : INFO : Epoch 1960 | loss: 0.0311868 | val_loss: 0.031185 | Time: 6863.91 ms [2022-01-29 15:43:56 main:574] : INFO : Epoch 1961 | loss: 0.0311856 | val_loss: 0.031185 | Time: 6949.48 ms [2022-01-29 15:44:04 main:574] : INFO : Epoch 1962 | loss: 0.0311862 | val_loss: 0.0311867 | Time: 7347.44 ms [2022-01-29 15:44:11 main:574] : INFO : Epoch 1963 | loss: 0.0311865 | val_loss: 0.0311856 | Time: 7145.69 ms [2022-01-29 15:44:18 main:574] : INFO : Epoch 1964 | loss: 0.0311856 | val_loss: 0.0311859 | Time: 6930.23 ms [2022-01-29 15:44:24 main:574] : INFO : Epoch 1965 | loss: 0.0311852 | val_loss: 0.0311872 | Time: 6552.94 ms [2022-01-29 15:44:31 main:574] : INFO : Epoch 1966 | loss: 0.0311899 | val_loss: 0.0311911 | Time: 6805.9 ms [2022-01-29 15:44:38 main:574] : INFO : Epoch 1967 | loss: 0.0311874 | val_loss: 0.0311847 | Time: 6773.59 ms [2022-01-29 15:44:45 main:574] : INFO : Epoch 1968 | loss: 0.0311852 | val_loss: 0.0311854 | Time: 7181.76 ms [2022-01-29 15:44:52 main:574] : INFO : Epoch 1969 | loss: 0.031185 | val_loss: 0.0311849 | Time: 6998.43 ms [2022-01-29 15:44:59 main:574] : INFO : Epoch 1970 | loss: 0.0311852 | val_loss: 0.031185 | Time: 6883.9 ms [2022-01-29 15:45:06 main:574] : INFO : Epoch 1971 | loss: 0.0311862 | val_loss: 0.0311874 | Time: 6931.44 ms [2022-01-29 15:45:13 main:574] : INFO : Epoch 1972 | loss: 0.0311868 | val_loss: 0.0311862 | Time: 7007.36 ms [2022-01-29 15:45:20 main:574] : INFO : Epoch 1973 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 6780.15 ms [2022-01-29 15:45:28 main:574] : INFO : Epoch 1974 | loss: 0.0311858 | val_loss: 0.0311856 | Time: 7378.12 ms [2022-01-29 15:45:35 main:574] : INFO : Epoch 1975 | loss: 0.0311855 | val_loss: 0.0311858 | Time: 7143.96 ms [2022-01-29 15:45:42 main:574] : INFO : Epoch 1976 | loss: 0.0311855 | val_loss: 0.0311849 | Time: 6907.99 ms [2022-01-29 15:45:49 main:574] : INFO : Epoch 1977 | loss: 0.0311856 | val_loss: 0.0311849 | Time: 7110.94 ms [2022-01-29 15:45:56 main:574] : INFO : Epoch 1978 | loss: 0.031186 | val_loss: 0.0311858 | Time: 7022.2 ms [2022-01-29 15:46:03 main:574] : INFO : Epoch 1979 | loss: 0.0311854 | val_loss: 0.031188 | Time: 7088.39 ms [2022-01-29 15:46:10 main:574] : INFO : Epoch 1980 | loss: 0.0311866 | val_loss: 0.0311859 | Time: 6885.47 ms [2022-01-29 15:46:17 main:574] : INFO : Epoch 1981 | loss: 0.0311854 | val_loss: 0.0311859 | Time: 6922.08 ms [2022-01-29 15:46:24 main:574] : INFO : Epoch 1982 | loss: 0.0311853 | val_loss: 0.031186 | Time: 6684.81 ms [2022-01-29 15:46:31 main:574] : INFO : Epoch 1983 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 7346.74 ms [2022-01-29 15:46:38 main:574] : INFO : Epoch 1984 | loss: 0.0311868 | val_loss: 0.0311858 | Time: 6815.18 ms [2022-01-29 15:46:45 main:574] : INFO : Epoch 1985 | loss: 0.0311857 | val_loss: 0.0311848 | Time: 6733.75 ms [2022-01-29 15:46:52 main:574] : INFO : Epoch 1986 | loss: 0.0311862 | val_loss: 0.0311855 | Time: 7089.27 ms [2022-01-29 15:46:59 main:574] : INFO : Epoch 1987 | loss: 0.0311858 | val_loss: 0.0311872 | Time: 6782.85 ms [2022-01-29 15:47:06 main:574] : INFO : Epoch 1988 | loss: 0.0311851 | val_loss: 0.0311851 | Time: 7113.81 ms [2022-01-29 15:47:13 main:574] : INFO : Epoch 1989 | loss: 0.031185 | val_loss: 0.0311853 | Time: 7084.09 ms [2022-01-29 15:47:20 main:574] : INFO : Epoch 1990 | loss: 0.0311851 | val_loss: 0.0311873 | Time: 6931.16 ms [2022-01-29 15:47:27 main:574] : INFO : Epoch 1991 | loss: 0.0311857 | val_loss: 0.0311853 | Time: 6919.89 ms [2022-01-29 15:47:35 main:574] : INFO : Epoch 1992 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 7110.75 ms [2022-01-29 15:47:42 main:574] : INFO : Epoch 1993 | loss: 0.0311862 | val_loss: 0.0311864 | Time: 7280.63 ms [2022-01-29 15:47:49 main:574] : INFO : Epoch 1994 | loss: 0.0311867 | val_loss: 0.0311865 | Time: 6819.78 ms [2022-01-29 15:47:56 main:574] : INFO : Epoch 1995 | loss: 0.0311877 | val_loss: 0.0311886 | Time: 7173.81 ms [2022-01-29 15:48:03 main:574] : INFO : Epoch 1996 | loss: 0.0311867 | val_loss: 0.0311859 | Time: 6742.73 ms [2022-01-29 15:48:10 main:574] : INFO : Epoch 1997 | loss: 0.0311866 | val_loss: 0.0311849 | Time: 7146.71 ms [2022-01-29 15:48:17 main:574] : INFO : Epoch 1998 | loss: 0.0311853 | val_loss: 0.0311871 | Time: 6988.88 ms [2022-01-29 15:48:24 main:574] : INFO : Epoch 1999 | loss: 0.0311883 | val_loss: 0.0311907 | Time: 7074.29 ms [2022-01-29 15:48:31 main:574] : INFO : Epoch 2000 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 7050.25 ms [2022-01-29 15:48:39 main:574] : INFO : Epoch 2001 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 7418.43 ms [2022-01-29 15:48:46 main:574] : INFO : Epoch 2002 | loss: 0.0311851 | val_loss: 0.0311871 | Time: 7286.9 ms [2022-01-29 15:48:54 main:574] : INFO : Epoch 2003 | loss: 0.0311855 | val_loss: 0.0311847 | Time: 7270.2 ms [2022-01-29 15:49:01 main:574] : INFO : Epoch 2004 | loss: 0.0311857 | val_loss: 0.0311867 | Time: 7356.28 ms [2022-01-29 15:49:08 main:574] : INFO : Epoch 2005 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 7224.26 ms [2022-01-29 15:49:16 main:574] : INFO : Epoch 2006 | loss: 0.0311858 | val_loss: 0.0311862 | Time: 7319.82 ms [2022-01-29 15:49:23 main:574] : INFO : Epoch 2007 | loss: 0.0311862 | val_loss: 0.0311863 | Time: 7321.8 ms [2022-01-29 15:49:31 main:574] : INFO : Epoch 2008 | loss: 0.0311856 | val_loss: 0.0311847 | Time: 7379.16 ms [2022-01-29 15:49:38 main:574] : INFO : Epoch 2009 | loss: 0.0311862 | val_loss: 0.0311847 | Time: 7403.61 ms [2022-01-29 15:49:45 main:574] : INFO : Epoch 2010 | loss: 0.0311854 | val_loss: 0.0311873 | Time: 7434.19 ms [2022-01-29 15:49:53 main:574] : INFO : Epoch 2011 | loss: 0.0311874 | val_loss: 0.0311856 | Time: 7238.07 ms [2022-01-29 15:50:00 main:574] : INFO : Epoch 2012 | loss: 0.0311853 | val_loss: 0.0311849 | Time: 7255.71 ms [2022-01-29 15:50:07 main:574] : INFO : Epoch 2013 | loss: 0.031185 | val_loss: 0.0311859 | Time: 7300.42 ms [2022-01-29 15:50:15 main:574] : INFO : Epoch 2014 | loss: 0.0311849 | val_loss: 0.0311854 | Time: 7436.92 ms [2022-01-29 15:50:22 main:574] : INFO : Epoch 2015 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 7264.3 ms [2022-01-29 15:50:30 main:574] : INFO : Epoch 2016 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 7447.55 ms [2022-01-29 15:50:37 main:574] : INFO : Epoch 2017 | loss: 0.0311858 | val_loss: 0.0311858 | Time: 7405.87 ms [2022-01-29 15:50:45 main:574] : INFO : Epoch 2018 | loss: 0.0311852 | val_loss: 0.0311852 | Time: 7523.56 ms [2022-01-29 15:50:52 main:574] : INFO : Epoch 2019 | loss: 0.0311851 | val_loss: 0.0311849 | Time: 7448.89 ms [2022-01-29 15:51:00 main:574] : INFO : Epoch 2020 | loss: 0.0311852 | val_loss: 0.0311848 | Time: 7667.04 ms [2022-01-29 15:51:07 main:574] : INFO : Epoch 2021 | loss: 0.0311852 | val_loss: 0.0311859 | Time: 7356.88 ms [2022-01-29 15:51:15 main:574] : INFO : Epoch 2022 | loss: 0.0311853 | val_loss: 0.0311848 | Time: 7367.98 ms [2022-01-29 15:51:22 main:574] : INFO : Epoch 2023 | loss: 0.0311851 | val_loss: 0.0311856 | Time: 7573.87 ms [2022-01-29 15:51:30 main:574] : INFO : Epoch 2024 | loss: 0.0311855 | val_loss: 0.0311854 | Time: 7462.14 ms [2022-01-29 15:51:37 main:574] : INFO : Epoch 2025 | loss: 0.0311855 | val_loss: 0.0311851 | Time: 7428.54 ms [2022-01-29 15:51:45 main:574] : INFO : Epoch 2026 | loss: 0.0311852 | val_loss: 0.0311851 | Time: 7397.02 ms [2022-01-29 15:51:52 main:574] : INFO : Epoch 2027 | loss: 0.031185 | val_loss: 0.031185 | Time: 7430.56 ms [2022-01-29 15:52:00 main:574] : INFO : Epoch 2028 | loss: 0.0311855 | val_loss: 0.0311847 | Time: 7233.3 ms [2022-01-29 15:52:07 main:574] : INFO : Epoch 2029 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 7310.02 ms [2022-01-29 15:52:15 main:574] : INFO : Epoch 2030 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 7382.81 ms [2022-01-29 15:52:22 main:574] : INFO : Epoch 2031 | loss: 0.0311858 | val_loss: 0.0311859 | Time: 7363.75 ms [2022-01-29 15:52:29 main:574] : INFO : Epoch 2032 | loss: 0.0311852 | val_loss: 0.0311847 | Time: 7452.26 ms [2022-01-29 15:52:37 main:574] : INFO : Epoch 2033 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 7435.73 ms [2022-01-29 15:52:44 main:574] : INFO : Epoch 2034 | loss: 0.0311851 | val_loss: 0.0311857 | Time: 7364.51 ms [2022-01-29 15:52:52 main:574] : INFO : Epoch 2035 | loss: 0.0311849 | val_loss: 0.0311849 | Time: 7351.98 ms [2022-01-29 15:52:59 main:574] : INFO : Epoch 2036 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 7294.66 ms [2022-01-29 15:53:07 main:574] : INFO : Epoch 2037 | loss: 0.031185 | val_loss: 0.0311858 | Time: 7431.05 ms [2022-01-29 15:53:14 main:574] : INFO : Epoch 2038 | loss: 0.0311853 | val_loss: 0.0311847 | Time: 7479.87 ms [2022-01-29 15:53:22 main:574] : INFO : Epoch 2039 | loss: 0.0311851 | val_loss: 0.031185 | Time: 7428.08 ms [2022-01-29 15:53:29 main:574] : INFO : Epoch 2040 | loss: 0.0311859 | val_loss: 0.0311874 | Time: 7512.38 ms [2022-01-29 15:53:36 main:574] : INFO : Epoch 2041 | loss: 0.0311861 | val_loss: 0.0311852 | Time: 7275.08 ms [2022-01-29 15:53:44 main:574] : INFO : Epoch 2042 | loss: 0.0311856 | val_loss: 0.0311852 | Time: 7222.46 ms [2022-01-29 15:53:51 main:574] : INFO : Epoch 2043 | loss: 0.0311861 | val_loss: 0.0311848 | Time: 7422.22 ms [2022-01-29 15:53:59 main:574] : INFO : Epoch 2044 | loss: 0.0311859 | val_loss: 0.0311849 | Time: 7389 ms [2022-01-29 15:54:06 main:574] : INFO : Epoch 2045 | loss: 0.0311875 | val_loss: 0.0311939 | Time: 7255.25 ms [2022-01-29 15:54:13 main:574] : INFO : Epoch 2046 | loss: 0.0311882 | val_loss: 0.0311868 | Time: 7268.31 ms [2022-01-29 15:54:21 main:574] : INFO : Epoch 2047 | loss: 0.031186 | val_loss: 0.0311857 | Time: 7242.72 ms [2022-01-29 15:54:28 main:574] : INFO : Epoch 2048 | loss: 0.0311866 | val_loss: 0.0311857 | Time: 7283.42 ms [2022-01-29 15:54:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311857 [2022-01-29 15:54:28 main:603] : INFO : Saving end state to config to file [2022-01-29 15:54:28 main:608] : INFO : Success, exiting.. 15:54:28 (14012): 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)