Task 13950282
| Name | ParityModified-1647040566-20127-3-0_0 |
| Workunit | 11024878 |
| Created | 28 Mar 2022, 17:56:24 UTC |
| Sent | 2 Apr 2022, 11:28:32 UTC |
| Report deadline | 10 Apr 2022, 11:28:32 UTC |
| Received | 2 Apr 2022, 19:29:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18617 |
| Run time | 4 hours 35 min 1 sec |
| CPU time | 3 hours 15 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,307.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 8 main:574] : INFO : Epoch 1567 | loss: 0.0311805 | val_loss: 0.0311902 | Time: 8533.26 ms [2022-04-02 13:52:38 main:574] : INFO : Epoch 1568 | loss: 0.0311829 | val_loss: 0.0311919 | Time: 9358.27 ms [2022-04-02 13:52:46 main:574] : INFO : Epoch 1569 | loss: 0.031179 | val_loss: 0.0311916 | Time: 8360.49 ms [2022-04-02 13:53:18 main:574] : INFO : Epoch 1570 | loss: 0.0311801 | val_loss: 0.0311901 | Time: 32160 ms [2022-04-02 13:53:30 main:574] : INFO : Epoch 1571 | loss: 0.0311792 | val_loss: 0.0311934 | Time: 12197.7 ms [2022-04-02 13:53:39 main:574] : INFO : Epoch 1572 | loss: 0.0311789 | val_loss: 0.0311947 | Time: 8885.88 ms [2022-04-02 13:53:47 main:574] : INFO : Epoch 1573 | loss: 0.0311798 | val_loss: 0.0311935 | Time: 7702.31 ms [2022-04-02 13:53:55 main:574] : INFO : Epoch 1574 | loss: 0.0311781 | val_loss: 0.031192 | Time: 7915.79 ms [2022-04-02 13:54:03 main:574] : INFO : Epoch 1575 | loss: 0.0311763 | val_loss: 0.0311897 | Time: 7753.37 ms [2022-04-02 13:54:10 main:574] : INFO : Epoch 1576 | loss: 0.0311776 | val_loss: 0.0311932 | Time: 7682.37 ms [2022-04-02 13:54:18 main:574] : INFO : Epoch 1577 | loss: 0.0311786 | val_loss: 0.0311952 | Time: 7747.57 ms [2022-04-02 13:54:26 main:574] : INFO : Epoch 1578 | loss: 0.0311783 | val_loss: 0.0311921 | Time: 7412.23 ms [2022-04-02 13:54:34 main:574] : INFO : Epoch 1579 | loss: 0.0311767 | val_loss: 0.0311952 | Time: 8825.75 ms [2022-04-02 13:54:42 main:574] : INFO : Epoch 1580 | loss: 0.0311783 | val_loss: 0.0311988 | Time: 7918.85 ms [2022-04-02 13:54:50 main:574] : INFO : Epoch 1581 | loss: 0.0311789 | val_loss: 0.0311932 | Time: 7404.96 ms [2022-04-02 13:54:58 main:574] : INFO : Epoch 1582 | loss: 0.0311787 | val_loss: 0.0311936 | Time: 7733.33 ms [2022-04-02 13:55:07 main:574] : INFO : Epoch 1583 | loss: 0.0311771 | val_loss: 0.0311916 | Time: 8934.13 ms [2022-04-02 13:55:14 main:574] : INFO : Epoch 1584 | loss: 0.0311775 | val_loss: 0.0311947 | Time: 7893.63 ms [2022-04-02 13:55:22 main:574] : INFO : Epoch 1585 | loss: 0.0311775 | val_loss: 0.0311947 | Time: 7792.65 ms [2022-04-02 13:55:31 main:574] : INFO : Epoch 1586 | loss: 0.0311769 | val_loss: 0.0311939 | Time: 8361.55 ms [2022-04-02 13:55:39 main:574] : INFO : Epoch 1587 | loss: 0.0311754 | val_loss: 0.0311936 | Time: 8721.32 ms [2022-04-02 13:55:48 main:574] : INFO : Epoch 1588 | loss: 0.0311754 | val_loss: 0.0311936 | Time: 8802.97 ms [2022-04-02 13:55:56 main:574] : INFO : Epoch 1589 | loss: 0.0311792 | val_loss: 0.0311958 | Time: 7869.71 ms [2022-04-02 13:56:04 main:574] : INFO : Epoch 1590 | loss: 0.0311771 | val_loss: 0.0311947 | Time: 7812.8 ms [2022-04-02 13:56:12 main:574] : INFO : Epoch 1591 | loss: 0.0311761 | val_loss: 0.0311928 | Time: 7720.8 ms [2022-04-02 13:56:19 main:574] : INFO : Epoch 1592 | loss: 0.0311752 | val_loss: 0.0311901 | Time: 7512.93 ms [2022-04-02 13:56:28 main:574] : INFO : Epoch 1593 | loss: 0.0311759 | val_loss: 0.0311896 | Time: 8648.58 ms [2022-04-02 13:56:35 main:574] : INFO : Epoch 1594 | loss: 0.0311741 | val_loss: 0.0311928 | Time: 7762.98 ms [2022-04-02 13:56:43 main:574] : INFO : Epoch 1595 | loss: 0.0311751 | val_loss: 0.0311938 | Time: 7947.62 ms [2022-04-02 13:56:51 main:574] : INFO : Epoch 1596 | loss: 0.0311765 | val_loss: 0.031194 | Time: 7848.68 ms [2022-04-02 13:56:59 main:574] : INFO : Epoch 1597 | loss: 0.0311798 | val_loss: 0.0311907 | Time: 7580.19 ms [2022-04-02 13:57:07 main:574] : INFO : Epoch 1598 | loss: 0.0311775 | val_loss: 0.031193 | Time: 7985.99 ms [2022-04-02 13:57:15 main:574] : INFO : Epoch 1599 | loss: 0.0311875 | val_loss: 0.0311944 | Time: 7951.38 ms [2022-04-02 13:57:23 main:574] : INFO : Epoch 1600 | loss: 0.0311886 | val_loss: 0.0311974 | Time: 7902.94 ms [2022-04-02 13:57:33 main:574] : INFO : Epoch 1601 | loss: 0.0311882 | val_loss: 0.0311977 | Time: 9965.42 ms [2022-04-02 13:57:41 main:574] : INFO : Epoch 1602 | loss: 0.0311894 | val_loss: 0.0311937 | Time: 8242.2 ms [2022-04-02 13:57:49 main:574] : INFO : Epoch 1603 | loss: 0.0311888 | val_loss: 0.0311977 | Time: 7802.87 ms [2022-04-02 13:57:57 main:574] : INFO : Epoch 1604 | loss: 0.0311928 | val_loss: 0.0312004 | Time: 7886.97 ms [2022-04-02 13:58:05 main:574] : INFO : Epoch 1605 | loss: 0.0311885 | val_loss: 0.0311947 | Time: 7848.64 ms [2022-04-02 13:58:12 main:574] : INFO : Epoch 1606 | loss: 0.031187 | val_loss: 0.0311961 | Time: 7888.24 ms [2022-04-02 13:58:20 main:574] : INFO : Epoch 1607 | loss: 0.0311884 | val_loss: 0.0311967 | Time: 7915.53 ms [2022-04-02 13:58:29 main:574] : INFO : Epoch 1608 | loss: 0.0311873 | val_loss: 0.0311975 | Time: 8414.83 ms [2022-04-02 13:58:37 main:574] : INFO : Epoch 1609 | loss: 0.0311868 | val_loss: 0.0311971 | Time: 7868.54 ms [2022-04-02 13:58:45 main:574] : INFO : Epoch 1610 | loss: 0.0311883 | val_loss: 0.0312027 | Time: 8675.48 ms [2022-04-02 13:58:53 main:574] : INFO : Epoch 1611 | loss: 0.0311863 | val_loss: 0.031196 | Time: 7664.7 ms [2022-04-02 13:59:01 main:574] : INFO : Epoch 1612 | loss: 0.0311872 | val_loss: 0.0311964 | Time: 8126.48 ms [2022-04-02 13:59:09 main:574] : INFO : Epoch 1613 | loss: 0.0311872 | val_loss: 0.0311969 | Time: 7959.24 ms [2022-04-02 13:59:17 main:574] : INFO : Epoch 1614 | loss: 0.0311836 | val_loss: 0.0311969 | Time: 7788.09 ms [2022-04-02 13:59:25 main:574] : INFO : Epoch 1615 | loss: 0.0311893 | val_loss: 0.0311996 | Time: 7958.61 ms [2022-04-02 13:59:33 main:574] : INFO : Epoch 1616 | loss: 0.0311973 | val_loss: 0.0311991 | Time: 8490.91 ms [2022-04-02 13:59:42 main:574] : INFO : Epoch 1617 | loss: 0.0311963 | val_loss: 0.0311969 | Time: 8404.22 ms [2022-04-02 13:59:50 main:574] : INFO : Epoch 1618 | loss: 0.0311953 | val_loss: 0.0311965 | Time: 7875.67 ms [2022-04-02 13:59:57 main:574] : INFO : Epoch 1619 | loss: 0.0311937 | val_loss: 0.031194 | Time: 7779.43 ms [2022-04-02 14:00:05 main:574] : INFO : Epoch 1620 | loss: 0.0311914 | val_loss: 0.0311933 | Time: 7607.13 ms [2022-04-02 14:00:13 main:574] : INFO : Epoch 1621 | loss: 0.0311913 | val_loss: 0.031194 | Time: 7701.17 ms [2022-04-02 14:00:21 main:574] : INFO : Epoch 1622 | loss: 0.0311909 | val_loss: 0.0311933 | Time: 7869.09 ms [2022-04-02 14:00:29 main:574] : INFO : Epoch 1623 | loss: 0.0311921 | val_loss: 0.0311923 | Time: 8506.5 ms [2022-04-02 14:00:37 main:574] : INFO : Epoch 1624 | loss: 0.0311921 | val_loss: 0.0311921 | Time: 8002.28 ms [2022-04-02 14:00:45 main:574] : INFO : Epoch 1625 | loss: 0.0311911 | val_loss: 0.0311935 | Time: 7907.1 ms [2022-04-02 14:00:53 main:574] : INFO : Epoch 1626 | loss: 0.0311887 | val_loss: 0.031195 | Time: 7836.18 ms [2022-04-02 14:01:01 main:574] : INFO : Epoch 1627 | loss: 0.0311903 | val_loss: 0.0311926 | Time: 7998.27 ms [2022-04-02 14:01:09 main:574] : INFO : Epoch 1628 | loss: 0.0311895 | val_loss: 0.0311903 | Time: 8217.79 ms [2022-04-02 14:01:16 main:574] : INFO : Epoch 1629 | loss: 0.0311891 | val_loss: 0.0311895 | Time: 7159.18 ms [2022-04-02 14:01:24 main:574] : INFO : Epoch 1630 | loss: 0.0311914 | val_loss: 0.0311922 | Time: 7837.45 ms [2022-04-02 14:01:34 main:574] : INFO : Epoch 1631 | loss: 0.0311918 | val_loss: 0.0311909 | Time: 9925.2 ms [2022-04-02 14:01:45 main:574] : INFO : Epoch 1632 | loss: 0.0311935 | val_loss: 0.031189 | Time: 10907.8 ms [2022-04-02 14:01:53 main:574] : INFO : Epoch 1633 | loss: 0.0311892 | val_loss: 0.0311887 | Time: 7579.72 ms [2022-04-02 14:02:00 main:574] : INFO : Epoch 1634 | loss: 0.0311871 | val_loss: 0.0311878 | Time: 7576.68 ms [2022-04-02 14:02:08 main:574] : INFO : Epoch 1635 | loss: 0.0311887 | val_loss: 0.0311913 | Time: 7573.75 ms [2022-04-02 14:02:15 main:574] : INFO : Epoch 1636 | loss: 0.031191 | val_loss: 0.0311968 | Time: 7502.12 ms [2022-04-02 14:02:23 main:574] : INFO : Epoch 1637 | loss: 0.0311869 | val_loss: 0.0311917 | Time: 7317.25 ms [2022-04-02 14:02:31 main:574] : INFO : Epoch 1638 | loss: 0.0311862 | val_loss: 0.0311887 | Time: 8835 ms [2022-04-02 14:02:40 main:574] : INFO : Epoch 1639 | loss: 0.0311877 | val_loss: 0.0311891 | Time: 8361.8 ms [2022-04-02 14:02:48 main:574] : INFO : Epoch 1640 | loss: 0.0311856 | val_loss: 0.031188 | Time: 7893.87 ms [2022-04-02 14:02:55 main:574] : INFO : Epoch 1641 | loss: 0.0311876 | val_loss: 0.0311891 | Time: 7796.03 ms [2022-04-02 14:03:03 main:574] : INFO : Epoch 1642 | loss: 0.0311892 | val_loss: 0.03119 | Time: 8003.02 ms [2022-04-02 14:03:11 main:574] : INFO : Epoch 1643 | loss: 0.0311897 | val_loss: 0.0311917 | Time: 7818.05 ms [2022-04-02 14:03:19 main:574] : INFO : Epoch 1644 | loss: 0.0311859 | val_loss: 0.031188 | Time: 7841.9 ms [2022-04-02 14:03:27 main:574] : INFO : Epoch 1645 | loss: 0.0311848 | val_loss: 0.0311881 | Time: 8232.1 ms [2022-04-02 14:03:37 main:574] : INFO : Epoch 1646 | loss: 0.031184 | val_loss: 0.0311904 | Time: 9136.55 ms [2022-04-02 14:03:45 main:574] : INFO : Epoch 1647 | loss: 0.0311839 | val_loss: 0.0311873 | Time: 8378.29 ms [2022-04-02 14:03:53 main:574] : INFO : Epoch 1648 | loss: 0.0311836 | val_loss: 0.0311872 | Time: 8424.26 ms [2022-04-02 14:04:01 main:574] : INFO : Epoch 1649 | loss: 0.0311845 | val_loss: 0.0311886 | Time: 7768.25 ms [2022-04-02 14:04:10 main:574] : INFO : Epoch 1650 | loss: 0.0311865 | val_loss: 0.0311923 | Time: 8691.21 ms [2022-04-02 14:04:18 main:574] : INFO : Epoch 1651 | loss: 0.0311858 | val_loss: 0.0311891 | Time: 8296.84 ms [2022-04-02 14:04:26 main:574] : INFO : Epoch 1652 | loss: 0.0311844 | val_loss: 0.0311891 | Time: 7921.48 ms [2022-04-02 14:04:35 main:574] : INFO : Epoch 1653 | loss: 0.0311845 | val_loss: 0.0311946 | Time: 8719.28 ms [2022-04-02 14:04:43 main:574] : INFO : Epoch 1654 | loss: 0.0311855 | val_loss: 0.0311949 | Time: 7920.84 ms [2022-04-02 14:04:50 main:574] : INFO : Epoch 1655 | loss: 0.0311846 | val_loss: 0.0311892 | Time: 7624.98 ms [2022-04-02 14:04:58 main:574] : INFO : Epoch 1656 | loss: 0.0311833 | val_loss: 0.0311892 | Time: 8028.15 ms [2022-04-02 14:05:06 main:574] : INFO : Epoch 1657 | loss: 0.0311833 | val_loss: 0.0311917 | Time: 7717.54 ms [2022-04-02 14:05:14 main:574] : INFO : Epoch 1658 | loss: 0.0311866 | val_loss: 0.0311884 | Time: 7859.91 ms [2022-04-02 14:05:22 main:574] : INFO : Epoch 1659 | loss: 0.0311864 | val_loss: 0.0311948 | Time: 8061.72 ms [2022-04-02 14:05:31 main:574] : INFO : Epoch 1660 | loss: 0.0311866 | val_loss: 0.0311899 | Time: 8647.49 ms [2022-04-02 14:05:39 main:574] : INFO : Epoch 1661 | loss: 0.0311848 | val_loss: 0.0311885 | Time: 7997.5 ms [2022-04-02 14:05:47 main:574] : INFO : Epoch 1662 | loss: 0.0311854 | val_loss: 0.031186 | Time: 7888.54 ms [2022-04-02 14:05:55 main:574] : INFO : Epoch 1663 | loss: 0.0311844 | val_loss: 0.0311836 | Time: 7970.07 ms [2022-04-02 14:06:03 main:574] : INFO : Epoch 1664 | loss: 0.031187 | val_loss: 0.0311862 | Time: 8000.51 ms [2022-04-02 14:06:10 main:574] : INFO : Epoch 1665 | loss: 0.0311891 | val_loss: 0.0311889 | Time: 7927.28 ms [2022-04-02 14:06:18 main:574] : INFO : Epoch 1666 | loss: 0.0311859 | val_loss: 0.0311888 | Time: 7730.07 ms [2022-04-02 14:06:26 main:574] : INFO : Epoch 1667 | loss: 0.0311843 | val_loss: 0.0311837 | Time: 7644.08 ms [2022-04-02 14:06:35 main:574] : INFO : Epoch 1668 | loss: 0.0311821 | val_loss: 0.031184 | Time: 9275.98 ms [2022-04-02 14:06:43 main:574] : INFO : Epoch 1669 | loss: 0.0311836 | val_loss: 0.031186 | Time: 7630.89 ms [2022-04-02 14:06:51 main:574] : INFO : Epoch 1670 | loss: 0.0311848 | val_loss: 0.0311864 | Time: 7771.94 ms [2022-04-02 14:06:58 main:574] : INFO : Epoch 1671 | loss: 0.0311856 | val_loss: 0.0311868 | Time: 7860.56 ms [2022-04-02 14:07:06 main:574] : INFO : Epoch 1672 | loss: 0.0311884 | val_loss: 0.0311854 | Time: 7608.23 ms [2022-04-02 14:07:14 main:574] : INFO : Epoch 1673 | loss: 0.0311869 | val_loss: 0.031186 | Time: 7645.83 ms [2022-04-02 14:07:21 main:574] : INFO : Epoch 1674 | loss: 0.0311846 | val_loss: 0.0311849 | Time: 7564.07 ms [2022-04-02 14:07:29 main:574] : INFO : Epoch 1675 | loss: 0.0311844 | val_loss: 0.0311876 | Time: 8111.81 ms [2022-04-02 14:07:38 main:574] : INFO : Epoch 1676 | loss: 0.0311848 | val_loss: 0.0311897 | Time: 8677.56 ms [2022-04-02 14:07:46 main:574] : INFO : Epoch 1677 | loss: 0.0311866 | val_loss: 0.0311848 | Time: 7944.73 ms [2022-04-02 14:07:54 main:574] : INFO : Epoch 1678 | loss: 0.0311846 | val_loss: 0.0311898 | Time: 7543.13 ms [2022-04-02 14:08:04 main:574] : INFO : Epoch 1679 | loss: 0.0311844 | val_loss: 0.0311846 | Time: 10874.1 ms [2022-04-02 14:08:15 main:574] : INFO : Epoch 1680 | loss: 0.031185 | val_loss: 0.0311835 | Time: 11016.2 ms [2022-04-02 14:08:23 main:574] : INFO : Epoch 1681 | loss: 0.0311848 | val_loss: 0.0311881 | Time: 8065.06 ms [2022-04-02 14:08:32 main:574] : INFO : Epoch 1682 | loss: 0.0311863 | val_loss: 0.0311886 | Time: 8261.93 ms [2022-04-02 14:08:40 main:574] : INFO : Epoch 1683 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 7937.6 ms [2022-04-02 14:08:49 main:574] : INFO : Epoch 1684 | loss: 0.0311835 | val_loss: 0.0311843 | Time: 8967.32 ms [2022-04-02 14:08:57 main:574] : INFO : Epoch 1685 | loss: 0.0311836 | val_loss: 0.0311883 | Time: 8175.5 ms [2022-04-02 14:09:05 main:574] : INFO : Epoch 1686 | loss: 0.0311838 | val_loss: 0.0311845 | Time: 7812.17 ms [2022-04-02 14:09:13 main:574] : INFO : Epoch 1687 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 7978.25 ms [2022-04-02 14:09:21 main:574] : INFO : Epoch 1688 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 7927.38 ms [2022-04-02 14:09:29 main:574] : INFO : Epoch 1689 | loss: 0.0311815 | val_loss: 0.0311846 | Time: 8416.27 ms [2022-04-02 14:09:37 main:574] : INFO : Epoch 1690 | loss: 0.0311814 | val_loss: 0.0311835 | Time: 8358.44 ms [2022-04-02 14:09:46 main:574] : INFO : Epoch 1691 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 8513.25 ms [2022-04-02 14:09:54 main:574] : INFO : Epoch 1692 | loss: 0.0311802 | val_loss: 0.0311877 | Time: 7923.01 ms [2022-04-02 14:10:02 main:574] : INFO : Epoch 1693 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 7832.06 ms [2022-04-02 14:10:09 main:574] : INFO : Epoch 1694 | loss: 0.0311843 | val_loss: 0.0311972 | Time: 7775.43 ms [2022-04-02 14:10:17 main:574] : INFO : Epoch 1695 | loss: 0.0312024 | val_loss: 0.0311874 | Time: 7975.12 ms [2022-04-02 14:10:25 main:574] : INFO : Epoch 1696 | loss: 0.0311878 | val_loss: 0.0311851 | Time: 7923.55 ms [2022-04-02 14:10:35 main:574] : INFO : Epoch 1697 | loss: 0.0311819 | val_loss: 0.0311828 | Time: 9945.25 ms [2022-04-02 14:10:43 main:574] : INFO : Epoch 1698 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 7792.42 ms [2022-04-02 14:10:51 main:574] : INFO : Epoch 1699 | loss: 0.0311813 | val_loss: 0.0311881 | Time: 7719.42 ms [2022-04-02 14:10:58 main:574] : INFO : Epoch 1700 | loss: 0.0311811 | val_loss: 0.0311902 | Time: 7553.86 ms [2022-04-02 14:11:06 main:574] : INFO : Epoch 1701 | loss: 0.031181 | val_loss: 0.0311854 | Time: 7822.92 ms [2022-04-02 14:11:14 main:574] : INFO : Epoch 1702 | loss: 0.0311808 | val_loss: 0.0311824 | Time: 7895.55 ms [2022-04-02 14:11:22 main:574] : INFO : Epoch 1703 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 7553.47 ms [2022-04-02 14:11:30 main:574] : INFO : Epoch 1704 | loss: 0.0311813 | val_loss: 0.0311828 | Time: 8276.85 ms [2022-04-02 14:11:38 main:574] : INFO : Epoch 1705 | loss: 0.0311782 | val_loss: 0.0311843 | Time: 8005.25 ms [2022-04-02 14:11:46 main:574] : INFO : Epoch 1706 | loss: 0.0311785 | val_loss: 0.0311833 | Time: 7974.3 ms [2022-04-02 14:11:54 main:574] : INFO : Epoch 1707 | loss: 0.0311782 | val_loss: 0.0311843 | Time: 7852.18 ms [2022-04-02 14:12:02 main:574] : INFO : Epoch 1708 | loss: 0.0311781 | val_loss: 0.0311821 | Time: 7806.49 ms [2022-04-02 14:12:10 main:574] : INFO : Epoch 1709 | loss: 0.0311782 | val_loss: 0.0311818 | Time: 7905.37 ms [2022-04-02 14:12:18 main:574] : INFO : Epoch 1710 | loss: 0.0311783 | val_loss: 0.0311828 | Time: 7868.98 ms [2022-04-02 14:12:25 main:574] : INFO : Epoch 1711 | loss: 0.03118 | val_loss: 0.0311834 | Time: 7776.67 ms [2022-04-02 14:12:34 main:574] : INFO : Epoch 1712 | loss: 0.0311785 | val_loss: 0.0311828 | Time: 8545.1 ms [2022-04-02 14:12:42 main:574] : INFO : Epoch 1713 | loss: 0.0311786 | val_loss: 0.0311865 | Time: 8328.84 ms [2022-04-02 14:12:50 main:574] : INFO : Epoch 1714 | loss: 0.0311788 | val_loss: 0.0311819 | Time: 7523.7 ms [2022-04-02 14:12:57 main:574] : INFO : Epoch 1715 | loss: 0.0311803 | val_loss: 0.0311833 | Time: 7642.37 ms [2022-04-02 14:13:05 main:574] : INFO : Epoch 1716 | loss: 0.0311783 | val_loss: 0.0311877 | Time: 8032.9 ms [2022-04-02 14:13:13 main:574] : INFO : Epoch 1717 | loss: 0.0311783 | val_loss: 0.031181 | Time: 8035.07 ms [2022-04-02 14:13:21 main:574] : INFO : Epoch 1718 | loss: 0.0311768 | val_loss: 0.0311828 | Time: 7806.97 ms [2022-04-02 14:13:30 main:574] : INFO : Epoch 1719 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 8212.5 ms [2022-04-02 14:13:37 main:574] : INFO : Epoch 1720 | loss: 0.0311786 | val_loss: 0.0311864 | Time: 7507.77 ms [2022-04-02 14:13:45 main:574] : INFO : Epoch 1721 | loss: 0.0311777 | val_loss: 0.0311832 | Time: 7655.42 ms [2022-04-02 14:13:53 main:574] : INFO : Epoch 1722 | loss: 0.031178 | val_loss: 0.031184 | Time: 8140.91 ms [2022-04-02 14:14:00 main:574] : INFO : Epoch 1723 | loss: 0.0311784 | val_loss: 0.0311838 | Time: 7459.52 ms [2022-04-02 14:14:08 main:574] : INFO : Epoch 1724 | loss: 0.0311776 | val_loss: 0.0311832 | Time: 8180.23 ms [2022-04-02 14:14:16 main:574] : INFO : Epoch 1725 | loss: 0.0311788 | val_loss: 0.0311811 | Time: 7929.78 ms [2022-04-02 14:14:24 main:574] : INFO : Epoch 1726 | loss: 0.0311781 | val_loss: 0.0311848 | Time: 7732.82 ms [2022-04-02 14:14:35 main:574] : INFO : Epoch 1727 | loss: 0.0311802 | val_loss: 0.0311869 | Time: 10495.8 ms [2022-04-02 14:14:43 main:574] : INFO : Epoch 1728 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 7969.08 ms [2022-04-02 14:14:52 main:574] : INFO : Epoch 1729 | loss: 0.0311783 | val_loss: 0.0311817 | Time: 9353.18 ms [2022-04-02 14:15:00 main:574] : INFO : Epoch 1730 | loss: 0.0311787 | val_loss: 0.0311818 | Time: 7746.44 ms [2022-04-02 14:15:08 main:574] : INFO : Epoch 1731 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 7815.49 ms [2022-04-02 14:15:15 main:574] : INFO : Epoch 1732 | loss: 0.0311768 | val_loss: 0.0311817 | Time: 7715.91 ms [2022-04-02 14:15:23 main:574] : INFO : Epoch 1733 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 7420.6 ms [2022-04-02 14:15:33 main:574] : INFO : Epoch 1734 | loss: 0.031179 | val_loss: 0.0311862 | Time: 9986.56 ms [2022-04-02 14:15:41 main:574] : INFO : Epoch 1735 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 7837.87 ms [2022-04-02 14:15:49 main:574] : INFO : Epoch 1736 | loss: 0.0311776 | val_loss: 0.0311878 | Time: 7922.58 ms [2022-04-02 14:15:57 main:574] : INFO : Epoch 1737 | loss: 0.0311764 | val_loss: 0.0311811 | Time: 8028.1 ms [2022-04-02 14:16:05 main:574] : INFO : Epoch 1738 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 7955.1 ms [2022-04-02 14:16:13 main:574] : INFO : Epoch 1739 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 8076.39 ms [2022-04-02 14:16:20 main:574] : INFO : Epoch 1740 | loss: 0.031177 | val_loss: 0.0311821 | Time: 7818.95 ms [2022-04-02 14:16:29 main:574] : INFO : Epoch 1741 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 8472.1 ms [2022-04-02 14:16:37 main:574] : INFO : Epoch 1742 | loss: 0.0311741 | val_loss: 0.0311824 | Time: 7924.31 ms [2022-04-02 14:16:45 main:574] : INFO : Epoch 1743 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 7923.79 ms [2022-04-02 14:16:53 main:574] : INFO : Epoch 1744 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 7849.15 ms [2022-04-02 14:17:00 main:574] : INFO : Epoch 1745 | loss: 0.0311778 | val_loss: 0.031186 | Time: 7841.22 ms [2022-04-02 14:17:09 main:574] : INFO : Epoch 1746 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 8270.25 ms [2022-04-02 14:17:17 main:574] : INFO : Epoch 1747 | loss: 0.0311748 | val_loss: 0.0311828 | Time: 7774.34 ms [2022-04-02 14:17:24 main:574] : INFO : Epoch 1748 | loss: 0.0311772 | val_loss: 0.0311844 | Time: 7850.22 ms [2022-04-02 14:17:33 main:574] : INFO : Epoch 1749 | loss: 0.0311773 | val_loss: 0.0311823 | Time: 8811.78 ms [2022-04-02 14:17:41 main:574] : INFO : Epoch 1750 | loss: 0.0311766 | val_loss: 0.0311853 | Time: 8206.61 ms [2022-04-02 14:17:49 main:574] : INFO : Epoch 1751 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 7933.04 ms [2022-04-02 14:17:57 main:574] : INFO : Epoch 1752 | loss: 0.0311814 | val_loss: 0.031183 | Time: 7570.52 ms [2022-04-02 14:18:05 main:574] : INFO : Epoch 1753 | loss: 0.0311758 | val_loss: 0.0311817 | Time: 7903.68 ms [2022-04-02 14:18:13 main:574] : INFO : Epoch 1754 | loss: 0.0311754 | val_loss: 0.0311838 | Time: 7815.02 ms [2022-04-02 14:18:20 main:574] : INFO : Epoch 1755 | loss: 0.031175 | val_loss: 0.0311826 | Time: 7569.49 ms [2022-04-02 14:18:29 main:574] : INFO : Epoch 1756 | loss: 0.031175 | val_loss: 0.0311831 | Time: 8187.19 ms [2022-04-02 14:18:37 main:574] : INFO : Epoch 1757 | loss: 0.0311759 | val_loss: 0.0311826 | Time: 8225.05 ms [2022-04-02 14:18:45 main:574] : INFO : Epoch 1758 | loss: 0.0311741 | val_loss: 0.031181 | Time: 8041.14 ms [2022-04-02 14:18:54 main:574] : INFO : Epoch 1759 | loss: 0.0311743 | val_loss: 0.0311844 | Time: 8887.52 ms [2022-04-02 14:19:01 main:574] : INFO : Epoch 1760 | loss: 0.0311742 | val_loss: 0.0311864 | Time: 7715.4 ms [2022-04-02 14:19:10 main:574] : INFO : Epoch 1761 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 8246.32 ms [2022-04-02 14:19:18 main:574] : INFO : Epoch 1762 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 7788.32 ms [2022-04-02 14:19:25 main:574] : INFO : Epoch 1763 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 7713.2 ms [2022-04-02 14:19:35 main:574] : INFO : Epoch 1764 | loss: 0.0311742 | val_loss: 0.0311819 | Time: 9411.23 ms [2022-04-02 14:19:43 main:574] : INFO : Epoch 1765 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 7984.53 ms [2022-04-02 14:19:50 main:574] : INFO : Epoch 1766 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 7661.78 ms [2022-04-02 14:19:59 main:574] : INFO : Epoch 1767 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 8899.71 ms [2022-04-02 14:20:10 main:574] : INFO : Epoch 1768 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 10763.2 ms [2022-04-02 14:20:18 main:574] : INFO : Epoch 1769 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 8183 ms [2022-04-02 14:20:26 main:574] : INFO : Epoch 1770 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 7663.69 ms [2022-04-02 14:20:35 main:574] : INFO : Epoch 1771 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 9559.67 ms [2022-04-02 14:20:43 main:574] : INFO : Epoch 1772 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 7407.21 ms [2022-04-02 14:20:50 main:574] : INFO : Epoch 1773 | loss: 0.0311754 | val_loss: 0.0311845 | Time: 7454.73 ms [2022-04-02 14:20:58 main:574] : INFO : Epoch 1774 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 7752.81 ms [2022-04-02 14:21:06 main:574] : INFO : Epoch 1775 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 7988.02 ms [2022-04-02 14:21:14 main:574] : INFO : Epoch 1776 | loss: 0.0311763 | val_loss: 0.0311814 | Time: 7940.92 ms [2022-04-02 14:21:22 main:574] : INFO : Epoch 1777 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 7862.31 ms [2022-04-02 14:21:30 main:574] : INFO : Epoch 1778 | loss: 0.0311749 | val_loss: 0.0311805 | Time: 8371.91 ms [2022-04-02 14:21:38 main:574] : INFO : Epoch 1779 | loss: 0.0311771 | val_loss: 0.0311815 | Time: 7731.77 ms [2022-04-02 14:21:46 main:574] : INFO : Epoch 1780 | loss: 0.0311755 | val_loss: 0.0311822 | Time: 7697.49 ms [2022-04-02 14:21:53 main:574] : INFO : Epoch 1781 | loss: 0.0311742 | val_loss: 0.0311816 | Time: 7212.83 ms [2022-04-02 14:22:01 main:574] : INFO : Epoch 1782 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 7641.41 ms [2022-04-02 14:22:08 main:574] : INFO : Epoch 1783 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 7412.72 ms [2022-04-02 14:22:15 main:574] : INFO : Epoch 1784 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 7373.66 ms [2022-04-02 14:22:23 main:574] : INFO : Epoch 1785 | loss: 0.0311794 | val_loss: 0.0311816 | Time: 7653.49 ms [2022-04-02 14:22:31 main:574] : INFO : Epoch 1786 | loss: 0.0311759 | val_loss: 0.0311829 | Time: 8276.75 ms [2022-04-02 14:22:40 main:574] : INFO : Epoch 1787 | loss: 0.0311734 | val_loss: 0.0311824 | Time: 8753.16 ms [2022-04-02 14:22:48 main:574] : INFO : Epoch 1788 | loss: 0.031175 | val_loss: 0.031181 | Time: 7920.01 ms [2022-04-02 14:22:56 main:574] : INFO : Epoch 1789 | loss: 0.0311756 | val_loss: 0.0311859 | Time: 7623.05 ms [2022-04-02 14:23:04 main:574] : INFO : Epoch 1790 | loss: 0.0311822 | val_loss: 0.0311884 | Time: 8118.79 ms [2022-04-02 14:23:11 main:574] : INFO : Epoch 1791 | loss: 0.0311777 | val_loss: 0.0311822 | Time: 7677.53 ms [2022-04-02 14:23:20 main:574] : INFO : Epoch 1792 | loss: 0.0311791 | val_loss: 0.0311874 | Time: 8098.35 ms [2022-04-02 14:23:28 main:574] : INFO : Epoch 1793 | loss: 0.0311808 | val_loss: 0.0311841 | Time: 8445.51 ms [2022-04-02 14:23:36 main:574] : INFO : Epoch 1794 | loss: 0.0311789 | val_loss: 0.0311846 | Time: 8009.5 ms [2022-04-02 14:23:44 main:574] : INFO : Epoch 1795 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 7848.1 ms [2022-04-02 14:23:52 main:574] : INFO : Epoch 1796 | loss: 0.0311772 | val_loss: 0.031184 | Time: 7780.78 ms [2022-04-02 14:24:00 main:574] : INFO : Epoch 1797 | loss: 0.0311759 | val_loss: 0.031185 | Time: 8295.75 ms [2022-04-02 14:24:09 main:574] : INFO : Epoch 1798 | loss: 0.031175 | val_loss: 0.0311819 | Time: 8673.04 ms [2022-04-02 14:24:16 main:574] : INFO : Epoch 1799 | loss: 0.0311771 | val_loss: 0.0311905 | Time: 7831.23 ms [2022-04-02 14:24:24 main:574] : INFO : Epoch 1800 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 7629.18 ms [2022-04-02 14:24:34 main:574] : INFO : Epoch 1801 | loss: 0.0311797 | val_loss: 0.0311909 | Time: 9499.05 ms [2022-04-02 14:24:42 main:574] : INFO : Epoch 1802 | loss: 0.031178 | val_loss: 0.0311871 | Time: 7979.23 ms [2022-04-02 14:24:50 main:574] : INFO : Epoch 1803 | loss: 0.0311771 | val_loss: 0.0311805 | Time: 7999.01 ms [2022-04-02 14:24:58 main:574] : INFO : Epoch 1804 | loss: 0.0311781 | val_loss: 0.0311819 | Time: 7936.49 ms [2022-04-02 14:25:05 main:574] : INFO : Epoch 1805 | loss: 0.0311769 | val_loss: 0.0311784 | Time: 7913.13 ms [2022-04-02 14:25:13 main:574] : INFO : Epoch 1806 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 7866.19 ms [2022-04-02 14:25:22 main:574] : INFO : Epoch 1807 | loss: 0.0311735 | val_loss: 0.0311794 | Time: 8326.17 ms [2022-04-02 14:25:30 main:574] : INFO : Epoch 1808 | loss: 0.031174 | val_loss: 0.0311804 | Time: 8250.6 ms [2022-04-02 14:25:38 main:574] : INFO : Epoch 1809 | loss: 0.0311764 | val_loss: 0.0311944 | Time: 8522.25 ms [2022-04-02 14:25:47 main:574] : INFO : Epoch 1810 | loss: 0.0311893 | val_loss: 0.0311966 | Time: 8069.36 ms [2022-04-02 14:25:54 main:574] : INFO : Epoch 1811 | loss: 0.0311908 | val_loss: 0.0311981 | Time: 7507.64 ms [2022-04-02 14:26:04 main:574] : INFO : Epoch 1812 | loss: 0.0311924 | val_loss: 0.031197 | Time: 10249.2 ms [2022-04-02 14:26:13 main:574] : INFO : Epoch 1813 | loss: 0.0311895 | val_loss: 0.0311976 | Time: 8898.43 ms [2022-04-02 14:26:22 main:574] : INFO : Epoch 1814 | loss: 0.0311944 | val_loss: 0.0311985 | Time: 8592.66 ms [2022-04-02 14:26:31 main:574] : INFO : Epoch 1815 | loss: 0.0312207 | val_loss: 0.0312506 | Time: 9638.71 ms [2022-04-02 14:26:40 main:574] : INFO : Epoch 1816 | loss: 0.0312369 | val_loss: 0.0312318 | Time: 8149.02 ms [2022-04-02 14:26:47 main:574] : INFO : Epoch 1817 | loss: 0.0312226 | val_loss: 0.0312137 | Time: 7826.28 ms [2022-04-02 14:26:55 main:574] : INFO : Epoch 1818 | loss: 0.0312124 | val_loss: 0.031211 | Time: 7554.59 ms [2022-04-02 14:27:03 main:574] : INFO : Epoch 1819 | loss: 0.0312096 | val_loss: 0.0312115 | Time: 7560.56 ms [2022-04-02 14:27:10 main:574] : INFO : Epoch 1820 | loss: 0.0312125 | val_loss: 0.0312171 | Time: 7641.23 ms [2022-04-02 14:27:18 main:574] : INFO : Epoch 1821 | loss: 0.031215 | val_loss: 0.031216 | Time: 7921.67 ms [2022-04-02 14:27:26 main:574] : INFO : Epoch 1822 | loss: 0.0312137 | val_loss: 0.0312174 | Time: 7680.92 ms [2022-04-02 14:27:35 main:574] : INFO : Epoch 1823 | loss: 0.0312124 | val_loss: 0.0312143 | Time: 9116.69 ms [2022-04-02 14:27:43 main:574] : INFO : Epoch 1824 | loss: 0.031211 | val_loss: 0.0312129 | Time: 7595.03 ms [2022-04-02 14:27:51 main:574] : INFO : Epoch 1825 | loss: 0.031213 | val_loss: 0.0312157 | Time: 8023.86 ms [2022-04-02 14:27:59 main:574] : INFO : Epoch 1826 | loss: 0.0312163 | val_loss: 0.0312183 | Time: 8440.53 ms [2022-04-02 14:28:07 main:574] : INFO : Epoch 1827 | loss: 0.031216 | val_loss: 0.0312184 | Time: 7983.25 ms [2022-04-02 14:28:15 main:574] : INFO : Epoch 1828 | loss: 0.0312151 | val_loss: 0.0312189 | Time: 7712.89 ms [2022-04-02 14:28:23 main:574] : INFO : Epoch 1829 | loss: 0.0312148 | val_loss: 0.0312177 | Time: 8041.49 ms [2022-04-02 14:28:31 main:574] : INFO : Epoch 1830 | loss: 0.0312146 | val_loss: 0.0312214 | Time: 8364.6 ms [2022-04-02 14:28:39 main:574] : INFO : Epoch 1831 | loss: 0.0312163 | val_loss: 0.0312204 | Time: 7593.75 ms [2022-04-02 14:28:47 main:574] : INFO : Epoch 1832 | loss: 0.0312139 | val_loss: 0.0312166 | Time: 7904.92 ms [2022-04-02 14:28:55 main:574] : INFO : Epoch 1833 | loss: 0.0312135 | val_loss: 0.0312156 | Time: 8211.22 ms [2022-04-02 14:29:03 main:574] : INFO : Epoch 1834 | loss: 0.0312136 | val_loss: 0.0312163 | Time: 7806.1 ms [2022-04-02 14:29:10 main:574] : INFO : Epoch 1835 | loss: 0.0312126 | val_loss: 0.0312179 | Time: 7777.03 ms [2022-04-02 14:29:18 main:574] : INFO : Epoch 1836 | loss: 0.0312132 | val_loss: 0.0312136 | Time: 7780.09 ms [2022-04-02 14:29:26 main:574] : INFO : Epoch 1837 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 7886.64 ms [2022-04-02 14:29:37 main:574] : INFO : Epoch 1838 | loss: 0.0312123 | val_loss: 0.0312139 | Time: 10697.9 ms [2022-04-02 14:29:44 main:574] : INFO : Epoch 1839 | loss: 0.0312116 | val_loss: 0.0312131 | Time: 7549.86 ms [2022-04-02 14:29:53 main:574] : INFO : Epoch 1840 | loss: 0.0312117 | val_loss: 0.0312199 | Time: 8515.76 ms [2022-04-02 14:30:00 main:574] : INFO : Epoch 1841 | loss: 0.0312192 | val_loss: 0.031219 | Time: 7355.13 ms [2022-04-02 14:30:08 main:574] : INFO : Epoch 1842 | loss: 0.0312179 | val_loss: 0.0312214 | Time: 7767.88 ms [2022-04-02 14:30:16 main:574] : INFO : Epoch 1843 | loss: 0.0312172 | val_loss: 0.0312254 | Time: 7627.31 ms [2022-04-02 14:30:23 main:574] : INFO : Epoch 1844 | loss: 0.0312185 | val_loss: 0.0312163 | Time: 7576.87 ms [2022-04-02 14:30:32 main:574] : INFO : Epoch 1845 | loss: 0.0312133 | val_loss: 0.0312149 | Time: 8356.03 ms [2022-04-02 14:30:40 main:574] : INFO : Epoch 1846 | loss: 0.0312132 | val_loss: 0.0312139 | Time: 8328.87 ms [2022-04-02 14:30:47 main:574] : INFO : Epoch 1847 | loss: 0.0312117 | val_loss: 0.0312145 | Time: 7483.26 ms [2022-04-02 14:30:55 main:574] : INFO : Epoch 1848 | loss: 0.0312125 | val_loss: 0.0312187 | Time: 7860.27 ms [2022-04-02 14:31:03 main:574] : INFO : Epoch 1849 | loss: 0.0312146 | val_loss: 0.0312132 | Time: 7438.06 ms [2022-04-02 14:31:11 main:574] : INFO : Epoch 1850 | loss: 0.0312149 | val_loss: 0.0312128 | Time: 7830.47 ms [2022-04-02 14:31:20 main:574] : INFO : Epoch 1851 | loss: 0.0312124 | val_loss: 0.0312105 | Time: 9060.19 ms [2022-04-02 14:31:29 main:574] : INFO : Epoch 1852 | loss: 0.0312083 | val_loss: 0.0312089 | Time: 9208.42 ms [2022-04-02 14:31:37 main:574] : INFO : Epoch 1853 | loss: 0.0312072 | val_loss: 0.0312079 | Time: 7906.18 ms [2022-04-02 14:31:45 main:574] : INFO : Epoch 1854 | loss: 0.031207 | val_loss: 0.0312069 | Time: 8513.13 ms [2022-04-02 14:31:53 main:574] : INFO : Epoch 1855 | loss: 0.0312062 | val_loss: 0.0312068 | Time: 7441.12 ms [2022-04-02 14:32:00 main:574] : INFO : Epoch 1856 | loss: 0.0312055 | val_loss: 0.0312058 | Time: 7754.94 ms [2022-04-02 14:32:09 main:574] : INFO : Epoch 1857 | loss: 0.0312074 | val_loss: 0.0312076 | Time: 8029.7 ms [2022-04-02 14:32:17 main:574] : INFO : Epoch 1858 | loss: 0.0312059 | val_loss: 0.0312049 | Time: 8562.31 ms [2022-04-02 14:32:29 main:574] : INFO : Epoch 1859 | loss: 0.0312069 | val_loss: 0.0312062 | Time: 11442.9 ms [2022-04-02 14:32:37 main:574] : INFO : Epoch 1860 | loss: 0.0312082 | val_loss: 0.031207 | Time: 8853.97 ms [2022-04-02 14:32:45 main:574] : INFO : Epoch 1861 | loss: 0.0312077 | val_loss: 0.0312037 | Time: 7880.33 ms [2022-04-02 14:32:53 main:574] : INFO : Epoch 1862 | loss: 0.0312079 | val_loss: 0.031203 | Time: 7782.81 ms [2022-04-02 14:33:02 main:574] : INFO : Epoch 1863 | loss: 0.0312065 | val_loss: 0.0312034 | Time: 9073.39 ms [2022-04-02 14:33:12 main:574] : INFO : Epoch 1864 | loss: 0.0312101 | val_loss: 0.0312073 | Time: 9489.29 ms [2022-04-02 14:33:20 main:574] : INFO : Epoch 1865 | loss: 0.0312084 | val_loss: 0.0312084 | Time: 8498.08 ms [2022-04-02 14:33:30 main:574] : INFO : Epoch 1866 | loss: 0.0312075 | val_loss: 0.0312042 | Time: 9399.46 ms [2022-04-02 14:33:38 main:574] : INFO : Epoch 1867 | loss: 0.0312095 | val_loss: 0.0312038 | Time: 7971.14 ms [2022-04-02 14:33:45 main:574] : INFO : Epoch 1868 | loss: 0.0312058 | val_loss: 0.0312031 | Time: 7840.5 ms [2022-04-02 14:33:53 main:574] : INFO : Epoch 1869 | loss: 0.0312053 | val_loss: 0.0312035 | Time: 7701.8 ms [2022-04-02 14:34:01 main:574] : INFO : Epoch 1870 | loss: 0.0312063 | val_loss: 0.0312005 | Time: 7776.89 ms [2022-04-02 14:34:09 main:574] : INFO : Epoch 1871 | loss: 0.031206 | val_loss: 0.031201 | Time: 7768.83 ms [2022-04-02 14:34:16 main:574] : INFO : Epoch 1872 | loss: 0.031205 | val_loss: 0.0312053 | Time: 7831.51 ms [2022-04-02 14:34:24 main:574] : INFO : Epoch 1873 | loss: 0.0312185 | val_loss: 0.0312258 | Time: 7834.44 ms [2022-04-02 14:34:33 main:574] : INFO : Epoch 1874 | loss: 0.0312213 | val_loss: 0.0312204 | Time: 9129 ms [2022-04-02 14:34:41 main:574] : INFO : Epoch 1875 | loss: 0.0312137 | val_loss: 0.0312123 | Time: 7998.88 ms [2022-04-02 14:34:49 main:574] : INFO : Epoch 1876 | loss: 0.0312137 | val_loss: 0.0312166 | Time: 7760.12 ms [2022-04-02 14:34:57 main:574] : INFO : Epoch 1877 | loss: 0.0312124 | val_loss: 0.0312152 | Time: 7873.03 ms [2022-04-02 14:35:05 main:574] : INFO : Epoch 1878 | loss: 0.0312108 | val_loss: 0.0312115 | Time: 7788.58 ms [2022-04-02 14:35:13 main:574] : INFO : Epoch 1879 | loss: 0.0312098 | val_loss: 0.0312101 | Time: 7612.51 ms [2022-04-02 14:35:20 main:574] : INFO : Epoch 1880 | loss: 0.0312083 | val_loss: 0.0312088 | Time: 7922.19 ms [2022-04-02 14:35:29 main:574] : INFO : Epoch 1881 | loss: 0.031208 | val_loss: 0.0312083 | Time: 8258.82 ms [2022-04-02 14:35:37 main:574] : INFO : Epoch 1882 | loss: 0.0312085 | val_loss: 0.0312084 | Time: 7845.52 ms [2022-04-02 14:35:45 main:574] : INFO : Epoch 1883 | loss: 0.0312084 | val_loss: 0.0312081 | Time: 8155.56 ms [2022-04-02 14:35:53 main:574] : INFO : Epoch 1884 | loss: 0.0312084 | val_loss: 0.0312084 | Time: 7809.87 ms [2022-04-02 14:36:09 main:574] : INFO : Epoch 1885 | loss: 0.0312079 | val_loss: 0.0312076 | Time: 16585.2 ms [2022-04-02 14:36:19 main:574] : INFO : Epoch 1886 | loss: 0.0312091 | val_loss: 0.0312095 | Time: 10011.5 ms [2022-04-02 14:36:27 main:574] : INFO : Epoch 1887 | loss: 0.031208 | val_loss: 0.0312071 | Time: 8139.05 ms [2022-04-02 14:36:35 main:574] : INFO : Epoch 1888 | loss: 0.0312076 | val_loss: 0.0312074 | Time: 7607.01 ms [2022-04-02 14:36:43 main:574] : INFO : Epoch 1889 | loss: 0.031207 | val_loss: 0.0312097 | Time: 7945.36 ms [2022-04-02 14:36:51 main:574] : INFO : Epoch 1890 | loss: 0.0312071 | val_loss: 0.0312072 | Time: 7904.23 ms [2022-04-02 14:36:59 main:574] : INFO : Epoch 1891 | loss: 0.0312066 | val_loss: 0.0312106 | Time: 7825.96 ms [2022-04-02 14:37:06 main:574] : INFO : Epoch 1892 | loss: 0.0312069 | val_loss: 0.0312067 | Time: 7774.18 ms [2022-04-02 14:37:14 main:574] : INFO : Epoch 1893 | loss: 0.0312072 | val_loss: 0.0312067 | Time: 7549.87 ms [2022-04-02 14:37:22 main:574] : INFO : Epoch 1894 | loss: 0.0312065 | val_loss: 0.0312061 | Time: 8163.45 ms [2022-04-02 14:37:30 main:574] : INFO : Epoch 1895 | loss: 0.0312064 | val_loss: 0.031209 | Time: 8381.62 ms [2022-04-02 14:37:41 main:574] : INFO : Epoch 1896 | loss: 0.0312064 | val_loss: 0.031206 | Time: 10608 ms [2022-04-02 14:37:50 main:574] : INFO : Epoch 1897 | loss: 0.0312065 | val_loss: 0.0312052 | Time: 8412.92 ms [2022-04-02 14:37:57 main:574] : INFO : Epoch 1898 | loss: 0.0312054 | val_loss: 0.0312054 | Time: 7689.15 ms [2022-04-02 14:38:05 main:574] : INFO : Epoch 1899 | loss: 0.0312064 | val_loss: 0.0312065 | Time: 7985.03 ms [2022-04-02 14:38:13 main:574] : INFO : Epoch 1900 | loss: 0.0312054 | val_loss: 0.0312057 | Time: 7649.25 ms [2022-04-02 14:38:20 main:574] : INFO : Epoch 1901 | loss: 0.031207 | val_loss: 0.0312129 | Time: 7520.52 ms [2022-04-02 14:38:30 main:574] : INFO : Epoch 1902 | loss: 0.0312086 | val_loss: 0.0312078 | Time: 9250.52 ms [2022-04-02 14:38:37 main:574] : INFO : Epoch 1903 | loss: 0.0312078 | val_loss: 0.0312054 | Time: 7737.31 ms [2022-04-02 14:38:45 main:574] : INFO : Epoch 1904 | loss: 0.0312069 | val_loss: 0.0312041 | Time: 7496.27 ms [2022-04-02 14:38:53 main:574] : INFO : Epoch 1905 | loss: 0.0312091 | val_loss: 0.0312042 | Time: 7666.7 ms [2022-04-02 14:39:00 main:574] : INFO : Epoch 1906 | loss: 0.031208 | val_loss: 0.0312045 | Time: 7685.05 ms [2022-04-02 14:39:08 main:574] : INFO : Epoch 1907 | loss: 0.0312064 | val_loss: 0.0312035 | Time: 7538.07 ms [2022-04-02 14:39:15 main:574] : INFO : Epoch 1908 | loss: 0.0312071 | val_loss: 0.0312049 | Time: 7691.86 ms [2022-04-02 14:39:23 main:574] : INFO : Epoch 1909 | loss: 0.0312082 | val_loss: 0.0312079 | Time: 7933.25 ms [2022-04-02 14:39:32 main:574] : INFO : Epoch 1910 | loss: 0.0312067 | val_loss: 0.031204 | Time: 8786.52 ms [2022-04-02 14:39:40 main:574] : INFO : Epoch 1911 | loss: 0.0312069 | val_loss: 0.0312036 | Time: 7833.92 ms [2022-04-02 14:39:48 main:574] : INFO : Epoch 1912 | loss: 0.0312072 | val_loss: 0.0312055 | Time: 7626.01 ms [2022-04-02 14:39:56 main:574] : INFO : Epoch 1913 | loss: 0.0312084 | val_loss: 0.0312062 | Time: 7840.13 ms [2022-04-02 14:40:03 main:574] : INFO : Epoch 1914 | loss: 0.0312077 | val_loss: 0.0312034 | Time: 7761.87 ms [2022-04-02 14:40:11 main:574] : INFO : Epoch 1915 | loss: 0.0312063 | val_loss: 0.0312034 | Time: 7792.38 ms [2022-04-02 14:40:19 main:574] : INFO : Epoch 1916 | loss: 0.0312052 | val_loss: 0.0312046 | Time: 7830.79 ms [2022-04-02 14:40:27 main:574] : INFO : Epoch 1917 | loss: 0.0312052 | val_loss: 0.0312032 | Time: 8319.76 ms [2022-04-02 14:40:35 main:574] : INFO : Epoch 1918 | loss: 0.031206 | val_loss: 0.0312034 | Time: 7995.68 ms [2022-04-02 14:40:43 main:574] : INFO : Epoch 1919 | loss: 0.0312054 | val_loss: 0.031203 | Time: 7863.94 ms [2022-04-02 14:40:51 main:574] : INFO : Epoch 1920 | loss: 0.031206 | val_loss: 0.0312061 | Time: 7675.72 ms [2022-04-02 14:40:58 main:574] : INFO : Epoch 1921 | loss: 0.0312066 | val_loss: 0.0312034 | Time: 7597.51 ms [2022-04-02 14:41:06 main:574] : INFO : Epoch 1922 | loss: 0.031207 | val_loss: 0.0312063 | Time: 7862.37 ms [2022-04-02 14:41:14 main:574] : INFO : Epoch 1923 | loss: 0.0312061 | val_loss: 0.0312072 | Time: 8042 ms [2022-04-02 14:41:23 main:574] : INFO : Epoch 1924 | loss: 0.0312058 | val_loss: 0.0312042 | Time: 8608.17 ms [2022-04-02 14:41:32 main:574] : INFO : Epoch 1925 | loss: 0.0312062 | val_loss: 0.0312058 | Time: 8825.38 ms [2022-04-02 14:41:40 main:574] : INFO : Epoch 1926 | loss: 0.0312066 | val_loss: 0.0312037 | Time: 7813.97 ms [2022-04-02 14:41:47 main:574] : INFO : Epoch 1927 | loss: 0.0312055 | val_loss: 0.0312048 | Time: 7615.87 ms [2022-04-02 14:41:55 main:574] : INFO : Epoch 1928 | loss: 0.0312065 | val_loss: 0.0312032 | Time: 7821.4 ms [2022-04-02 14:42:03 main:574] : INFO : Epoch 1929 | loss: 0.0312048 | val_loss: 0.0312026 | Time: 7692.51 ms [2022-04-02 14:42:11 main:574] : INFO : Epoch 1930 | loss: 0.0312044 | val_loss: 0.031203 | Time: 7845.6 ms [2022-04-02 14:42:18 main:574] : INFO : Epoch 1931 | loss: 0.0312062 | val_loss: 0.031204 | Time: 7668.42 ms [2022-04-02 14:42:26 main:574] : INFO : Epoch 1932 | loss: 0.0312048 | val_loss: 0.0312026 | Time: 7806.62 ms [2022-04-02 14:42:37 main:574] : INFO : Epoch 1933 | loss: 0.0312048 | val_loss: 0.0312028 | Time: 10617.6 ms [2022-04-02 14:42:45 main:574] : INFO : Epoch 1934 | loss: 0.0312044 | val_loss: 0.0312026 | Time: 8113.75 ms [2022-04-02 14:42:53 main:574] : INFO : Epoch 1935 | loss: 0.0312037 | val_loss: 0.0312298 | Time: 7999.49 ms [2022-04-02 14:43:01 main:574] : INFO : Epoch 1936 | loss: 0.031204 | val_loss: 0.0312041 | Time: 8163.27 ms [2022-04-02 14:43:09 main:574] : INFO : Epoch 1937 | loss: 0.0312033 | val_loss: 0.0312027 | Time: 8004.18 ms [2022-04-02 14:43:17 main:574] : INFO : Epoch 1938 | loss: 0.031203 | val_loss: 0.0312031 | Time: 7973.99 ms [2022-04-02 14:43:25 main:574] : INFO : Epoch 1939 | loss: 0.031203 | val_loss: 0.0312034 | Time: 8492.38 ms [2022-04-02 14:43:35 main:574] : INFO : Epoch 1940 | loss: 0.0312041 | val_loss: 0.0312062 | Time: 9074.74 ms [2022-04-02 14:43:43 main:574] : INFO : Epoch 1941 | loss: 0.0312037 | val_loss: 0.031205 | Time: 8731.66 ms [2022-04-02 14:43:51 main:574] : INFO : Epoch 1942 | loss: 0.0312042 | val_loss: 0.0312042 | Time: 8057.47 ms [2022-04-02 14:43:59 main:574] : INFO : Epoch 1943 | loss: 0.0312032 | val_loss: 0.0312041 | Time: 7678.29 ms [2022-04-02 14:44:07 main:574] : INFO : Epoch 1944 | loss: 0.0312032 | val_loss: 0.0312035 | Time: 7783.64 ms [2022-04-02 14:44:14 main:574] : INFO : Epoch 1945 | loss: 0.0312048 | val_loss: 0.0312044 | Time: 7550.46 ms [2022-04-02 14:44:22 main:574] : INFO : Epoch 1946 | loss: 0.0312058 | val_loss: 0.0312043 | Time: 7506.96 ms [2022-04-02 14:44:31 main:574] : INFO : Epoch 1947 | loss: 0.0312053 | val_loss: 0.0312068 | Time: 9393.73 ms [2022-04-02 14:44:42 main:574] : INFO : Epoch 1948 | loss: 0.0312044 | val_loss: 0.0312044 | Time: 10263.5 ms [2022-04-02 14:44:50 main:574] : INFO : Epoch 1949 | loss: 0.0312037 | val_loss: 0.0312042 | Time: 7950.09 ms [2022-04-02 14:44:57 main:574] : INFO : Epoch 1950 | loss: 0.0312032 | val_loss: 0.0312041 | Time: 7974.44 ms [2022-04-02 14:45:05 main:574] : INFO : Epoch 1951 | loss: 0.0312034 | val_loss: 0.031209 | Time: 7790.32 ms [2022-04-02 14:45:13 main:574] : INFO : Epoch 1952 | loss: 0.0312068 | val_loss: 0.0312121 | Time: 8102.48 ms [2022-04-02 14:45:21 main:574] : INFO : Epoch 1953 | loss: 0.031206 | val_loss: 0.0312089 | Time: 7742.98 ms [2022-04-02 14:45:29 main:574] : INFO : Epoch 1954 | loss: 0.0312064 | val_loss: 0.0312024 | Time: 8214.14 ms [2022-04-02 14:45:38 main:574] : INFO : Epoch 1955 | loss: 0.0312037 | val_loss: 0.0312027 | Time: 8610.76 ms [2022-04-02 14:45:46 main:574] : INFO : Epoch 1956 | loss: 0.0312027 | val_loss: 0.0312017 | Time: 7942.24 ms [2022-04-02 14:45:54 main:574] : INFO : Epoch 1957 | loss: 0.0312018 | val_loss: 0.0312018 | Time: 7634.54 ms [2022-04-02 14:46:01 main:574] : INFO : Epoch 1958 | loss: 0.0312014 | val_loss: 0.0312023 | Time: 7856.42 ms [2022-04-02 14:46:09 main:574] : INFO : Epoch 1959 | loss: 0.0312009 | val_loss: 0.0312028 | Time: 7975.53 ms [2022-04-02 14:46:17 main:574] : INFO : Epoch 1960 | loss: 0.0312022 | val_loss: 0.0312037 | Time: 7772.11 ms [2022-04-02 14:46:26 main:574] : INFO : Epoch 1961 | loss: 0.0312015 | val_loss: 0.0312028 | Time: 8653.24 ms [2022-04-02 14:46:35 main:574] : INFO : Epoch 1962 | loss: 0.0312019 | val_loss: 0.0312023 | Time: 8747.07 ms [2022-04-02 14:46:44 main:574] : INFO : Epoch 1963 | loss: 0.0312033 | val_loss: 0.0312016 | Time: 9027.28 ms [2022-04-02 14:46:52 main:574] : INFO : Epoch 1964 | loss: 0.031201 | val_loss: 0.0312027 | Time: 7821.62 ms [2022-04-02 14:46:59 main:574] : INFO : Epoch 1965 | loss: 0.031201 | val_loss: 0.0312026 | Time: 7731.41 ms [2022-04-02 14:47:07 main:574] : INFO : Epoch 1966 | loss: 0.0312012 | val_loss: 0.031201 | Time: 7854.22 ms [2022-04-02 14:47:15 main:574] : INFO : Epoch 1967 | loss: 0.031201 | val_loss: 0.031201 | Time: 7852.5 ms [2022-04-02 14:47:23 main:574] : INFO : Epoch 1968 | loss: 0.0312017 | val_loss: 0.0312018 | Time: 8061.06 ms [2022-04-02 14:47:33 main:574] : INFO : Epoch 1969 | loss: 0.0312052 | val_loss: 0.0312124 | Time: 9657.06 ms [2022-04-02 14:47:41 main:574] : INFO : Epoch 1970 | loss: 0.0312047 | val_loss: 0.0312024 | Time: 7817.48 ms [2022-04-02 14:47:48 main:574] : INFO : Epoch 1971 | loss: 0.0312045 | val_loss: 0.0312014 | Time: 7836.63 ms [2022-04-02 14:47:57 main:574] : INFO : Epoch 1972 | loss: 0.0312017 | val_loss: 0.0312096 | Time: 8801.27 ms [2022-04-02 14:48:05 main:574] : INFO : Epoch 1973 | loss: 0.0312037 | val_loss: 0.031204 | Time: 7807.38 ms [2022-04-02 14:48:13 main:574] : INFO : Epoch 1974 | loss: 0.0312044 | val_loss: 0.0312011 | Time: 7839.94 ms [2022-04-02 14:48:20 main:574] : INFO : Epoch 1975 | loss: 0.0312016 | val_loss: 0.0312009 | Time: 7638.91 ms [2022-04-02 14:48:29 main:574] : INFO : Epoch 1976 | loss: 0.0312008 | val_loss: 0.0312023 | Time: 8212.49 ms [2022-04-02 14:48:36 main:574] : INFO : Epoch 1977 | loss: 0.0312015 | val_loss: 0.0312018 | Time: 7768.63 ms [2022-04-02 14:48:45 main:574] : INFO : Epoch 1978 | loss: 0.0312022 | val_loss: 0.0311997 | Time: 8057.56 ms [2022-04-02 14:48:52 main:574] : INFO : Epoch 1979 | loss: 0.0312048 | val_loss: 0.0312044 | Time: 7565.67 ms [2022-04-02 14:49:00 main:574] : INFO : Epoch 1980 | loss: 0.0312066 | val_loss: 0.0312024 | Time: 7803.15 ms [2022-04-02 14:49:08 main:574] : INFO : Epoch 1981 | loss: 0.0312052 | val_loss: 0.0312065 | Time: 7672.4 ms [2022-04-02 14:49:15 main:574] : INFO : Epoch 1982 | loss: 0.0312063 | val_loss: 0.0312149 | Time: 7868.97 ms [2022-04-02 14:49:24 main:574] : INFO : Epoch 1983 | loss: 0.0312085 | val_loss: 0.031208 | Time: 8060.78 ms [2022-04-02 14:49:32 main:574] : INFO : Epoch 1984 | loss: 0.0312056 | val_loss: 0.0312047 | Time: 8363.3 ms [2022-04-02 14:49:40 main:574] : INFO : Epoch 1985 | loss: 0.0312039 | val_loss: 0.0312076 | Time: 7964.91 ms [2022-04-02 14:49:48 main:574] : INFO : Epoch 1986 | loss: 0.0312036 | val_loss: 0.0312036 | Time: 7818.99 ms [2022-04-02 14:49:56 main:574] : INFO : Epoch 1987 | loss: 0.031206 | val_loss: 0.0312067 | Time: 7899.35 ms [2022-04-02 14:50:05 main:574] : INFO : Epoch 1988 | loss: 0.0312069 | val_loss: 0.0312092 | Time: 9338.03 ms [2022-04-02 14:50:15 main:574] : INFO : Epoch 1989 | loss: 0.0312065 | val_loss: 0.0312054 | Time: 9654.08 ms [2022-04-02 14:50:24 main:574] : INFO : Epoch 1990 | loss: 0.0312034 | val_loss: 0.0312024 | Time: 9093.71 ms [2022-04-02 14:50:33 main:574] : INFO : Epoch 1991 | loss: 0.0312022 | val_loss: 0.0312027 | Time: 9414.69 ms [2022-04-02 14:50:41 main:574] : INFO : Epoch 1992 | loss: 0.0312015 | val_loss: 0.0312021 | Time: 7997.23 ms [2022-04-02 14:50:49 main:574] : INFO : Epoch 1993 | loss: 0.0312021 | val_loss: 0.0312055 | Time: 7580.13 ms [2022-04-02 14:50:56 main:574] : INFO : Epoch 1994 | loss: 0.0312019 | val_loss: 0.0312029 | Time: 7614.39 ms [2022-04-02 14:51:04 main:574] : INFO : Epoch 1995 | loss: 0.031201 | val_loss: 0.0312018 | Time: 8159.49 ms [2022-04-02 14:51:12 main:574] : INFO : Epoch 1996 | loss: 0.0312007 | val_loss: 0.0312018 | Time: 7288.84 ms [2022-04-02 14:51:20 main:574] : INFO : Epoch 1997 | loss: 0.0312017 | val_loss: 0.0312077 | Time: 7933.46 ms [2022-04-02 14:51:30 main:574] : INFO : Epoch 1998 | loss: 0.0312043 | val_loss: 0.0312043 | Time: 10397.2 ms [2022-04-02 14:51:38 main:574] : INFO : Epoch 1999 | loss: 0.0312028 | val_loss: 0.031202 | Time: 7831.6 ms [2022-04-02 14:51:46 main:574] : INFO : Epoch 2000 | loss: 0.0312016 | val_loss: 0.0312024 | Time: 7788.04 ms [2022-04-02 14:51:54 main:574] : INFO : Epoch 2001 | loss: 0.0312024 | val_loss: 0.0312071 | Time: 7866.59 ms [2022-04-02 14:52:02 main:574] : INFO : Epoch 2002 | loss: 0.0312035 | val_loss: 0.0312064 | Time: 8633.93 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P4000) [2022-04-02 15:22:24 main:435] : INFO : Set logging level to 1 [2022-04-02 15:22:24 main:441] : INFO : Running in BOINC Client mode [2022-04-02 15:22:24 main:444] : INFO : Resolving all filenames [2022-04-02 15:22:24 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-02 15:22:24 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-02 15:22:24 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-02 15:22:24 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-02 15:22:24 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-02 15:22:24 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-02 15:22:24 main:474] : INFO : Configuration: [2022-04-02 15:22:24 main:475] : INFO : Model type: GRU [2022-04-02 15:22:24 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-02 15:22:24 main:477] : INFO : Max Epochs: 2048 [2022-04-02 15:22:24 main:478] : INFO : Batch Size: 128 [2022-04-02 15:22:24 main:479] : INFO : Learning Rate: 0.01 [2022-04-02 15:22:24 main:480] : INFO : Patience: 10 [2022-04-02 15:22:24 main:481] : INFO : Hidden Width: 12 [2022-04-02 15:22:24 main:482] : INFO : # Recurrent Layers: 4 [2022-04-02 15:22:24 main:483] : INFO : # Backend Layers: 4 [2022-04-02 15:22:24 main:484] : INFO : # Threads: 1 [2022-04-02 15:22:24 main:486] : INFO : Preparing Dataset [2022-04-02 15:22:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-02 15:22:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-02 15:22:27 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-02 15:22:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-02 15:22:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-02 15:22:27 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-02 15:22:27 main:494] : INFO : Creating Model [2022-04-02 15:22:27 main:507] : INFO : Preparing config file [2022-04-02 15:22:27 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-02 15:22:27 main:512] : INFO : Loading config [2022-04-02 15:22:27 main:514] : INFO : Loading state [2022-04-02 15:22:29 main:559] : INFO : Loading DataLoader into Memory [2022-04-02 15:22:29 main:562] : INFO : Starting Training [2022-04-02 15:22:39 main:574] : INFO : Epoch 2003 | loss: 0.0312451 | val_loss: 0.0312147 | Time: 9382.43 ms [2022-04-02 15:22:47 main:574] : INFO : Epoch 2004 | loss: 0.031206 | val_loss: 0.0312026 | Time: 8339.35 ms [2022-04-02 15:22:56 main:574] : INFO : Epoch 2005 | loss: 0.0312003 | val_loss: 0.0312011 | Time: 9097.99 ms [2022-04-02 15:23:05 main:574] : INFO : Epoch 2006 | loss: 0.0311986 | val_loss: 0.0312 | Time: 8764.94 ms [2022-04-02 15:23:13 main:574] : INFO : Epoch 2007 | loss: 0.0311978 | val_loss: 0.0312006 | Time: 7913.54 ms [2022-04-02 15:23:21 main:574] : INFO : Epoch 2008 | loss: 0.0311972 | val_loss: 0.0311983 | Time: 7825.01 ms [2022-04-02 15:23:29 main:574] : INFO : Epoch 2009 | loss: 0.0311978 | val_loss: 0.031198 | Time: 8287.93 ms [2022-04-02 15:23:37 main:574] : INFO : Epoch 2010 | loss: 0.0311972 | val_loss: 0.0311992 | Time: 8118.08 ms [2022-04-02 15:23:45 main:574] : INFO : Epoch 2011 | loss: 0.0311962 | val_loss: 0.0311968 | Time: 8109.96 ms [2022-04-02 15:23:53 main:574] : INFO : Epoch 2012 | loss: 0.0311948 | val_loss: 0.0311955 | Time: 8426.75 ms [2022-04-02 15:24:03 main:574] : INFO : Epoch 2013 | loss: 0.0311949 | val_loss: 0.0311943 | Time: 9323.56 ms [2022-04-02 15:24:11 main:574] : INFO : Epoch 2014 | loss: 0.0311938 | val_loss: 0.0311946 | Time: 8631.14 ms [2022-04-02 15:24:20 main:574] : INFO : Epoch 2015 | loss: 0.0311942 | val_loss: 0.0311938 | Time: 8052.29 ms [2022-04-02 15:24:29 main:574] : INFO : Epoch 2016 | loss: 0.0311937 | val_loss: 0.0311946 | Time: 9955.6 ms [2022-04-02 15:24:38 main:574] : INFO : Epoch 2017 | loss: 0.0311933 | val_loss: 0.0311927 | Time: 8191.79 ms [2022-04-02 15:24:45 main:574] : INFO : Epoch 2018 | loss: 0.031193 | val_loss: 0.031193 | Time: 7532.11 ms [2022-04-02 15:24:53 main:574] : INFO : Epoch 2019 | loss: 0.0311948 | val_loss: 0.0311949 | Time: 7991.42 ms [2022-04-02 15:25:01 main:574] : INFO : Epoch 2020 | loss: 0.0311947 | val_loss: 0.0311969 | Time: 8207.31 ms [2022-04-02 15:25:09 main:574] : INFO : Epoch 2021 | loss: 0.0311912 | val_loss: 0.0311926 | Time: 7857.91 ms [2022-04-02 15:25:17 main:574] : INFO : Epoch 2022 | loss: 0.0311909 | val_loss: 0.0311928 | Time: 8169.68 ms [2022-04-02 15:25:26 main:574] : INFO : Epoch 2023 | loss: 0.0311908 | val_loss: 0.0311939 | Time: 8229.36 ms [2022-04-02 15:25:35 main:574] : INFO : Epoch 2024 | loss: 0.0311909 | val_loss: 0.0311915 | Time: 9787.16 ms [2022-04-02 15:25:44 main:574] : INFO : Epoch 2025 | loss: 0.0311906 | val_loss: 0.0311961 | Time: 8295.76 ms [2022-04-02 15:25:52 main:574] : INFO : Epoch 2026 | loss: 0.0311999 | val_loss: 0.0311976 | Time: 8035.16 ms [2022-04-02 15:26:00 main:574] : INFO : Epoch 2027 | loss: 0.0312013 | val_loss: 0.0311992 | Time: 8046.73 ms [2022-04-02 15:26:08 main:574] : INFO : Epoch 2028 | loss: 0.0312 | val_loss: 0.0311983 | Time: 8144.7 ms [2022-04-02 15:26:16 main:574] : INFO : Epoch 2029 | loss: 0.0311998 | val_loss: 0.031202 | Time: 7865.91 ms [2022-04-02 15:26:24 main:574] : INFO : Epoch 2030 | loss: 0.0312029 | val_loss: 0.0312054 | Time: 8270.58 ms [2022-04-02 15:26:33 main:574] : INFO : Epoch 2031 | loss: 0.0312011 | val_loss: 0.0312001 | Time: 8784.95 ms [2022-04-02 15:26:41 main:574] : INFO : Epoch 2032 | loss: 0.0311994 | val_loss: 0.0311998 | Time: 8270.85 ms [2022-04-02 15:26:49 main:574] : INFO : Epoch 2033 | loss: 0.0311979 | val_loss: 0.0311999 | Time: 8185.42 ms [2022-04-02 15:26:58 main:574] : INFO : Epoch 2034 | loss: 0.0311969 | val_loss: 0.0311998 | Time: 8178.14 ms [2022-04-02 15:27:06 main:574] : INFO : Epoch 2035 | loss: 0.0311956 | val_loss: 0.0311966 | Time: 8214.28 ms [2022-04-02 15:27:14 main:574] : INFO : Epoch 2036 | loss: 0.0311947 | val_loss: 0.0311976 | Time: 8249.17 ms [2022-04-02 15:27:22 main:574] : INFO : Epoch 2037 | loss: 0.0311941 | val_loss: 0.0311974 | Time: 7985 ms [2022-04-02 15:27:30 main:574] : INFO : Epoch 2038 | loss: 0.0311943 | val_loss: 0.0311981 | Time: 8319.64 ms [2022-04-02 15:27:39 main:574] : INFO : Epoch 2039 | loss: 0.0311945 | val_loss: 0.0311965 | Time: 8516.97 ms [2022-04-02 15:27:47 main:574] : INFO : Epoch 2040 | loss: 0.0311935 | val_loss: 0.0311986 | Time: 7861.29 ms [2022-04-02 15:27:55 main:574] : INFO : Epoch 2041 | loss: 0.0311934 | val_loss: 0.0311959 | Time: 8239.21 ms [2022-04-02 15:28:04 main:574] : INFO : Epoch 2042 | loss: 0.0311935 | val_loss: 0.0312019 | Time: 8547.97 ms [2022-04-02 15:28:12 main:574] : INFO : Epoch 2043 | loss: 0.0311955 | val_loss: 0.0311994 | Time: 8108.77 ms [2022-04-02 15:28:20 main:574] : INFO : Epoch 2044 | loss: 0.0311939 | val_loss: 0.0311966 | Time: 8169.08 ms [2022-04-02 15:28:29 main:574] : INFO : Epoch 2045 | loss: 0.0311945 | val_loss: 0.0311963 | Time: 8743.91 ms [2022-04-02 15:28:37 main:574] : INFO : Epoch 2046 | loss: 0.0311945 | val_loss: 0.0311951 | Time: 8534.66 ms [2022-04-02 15:28:46 main:574] : INFO : Epoch 2047 | loss: 0.0311929 | val_loss: 0.0311972 | Time: 8360.46 ms [2022-04-02 15:28:54 main:574] : INFO : Epoch 2048 | loss: 0.0311919 | val_loss: 0.0311958 | Time: 8305.57 ms [2022-04-02 15:28:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311958 [2022-04-02 15:28:54 main:603] : INFO : Saving end state to config to file [2022-04-02 15:28:54 main:608] : INFO : Success, exiting.. 15:28:54 (11096): 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)