Task 4519659
| Name | ParityMachine-1613189276-3681-3_0 |
| Workunit | 2555139 |
| Created | 25 Mar 2021, 1:59:32 UTC |
| Sent | 31 Mar 2021, 12:57:24 UTC |
| Report deadline | 7 Apr 2021, 12:57:24 UTC |
| Received | 2 Apr 2021, 13:37:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6310 |
| Run time | 1 hours 46 min 16 sec |
| CPU time | 1 hours 44 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,131.51 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Time: 3116.07 ms [2021-04-02 07:59:14 main:574] : INFO : Epoch 1581 | loss: 0.0311985 | val_loss: 0.0312037 | Time: 3111.69 ms [2021-04-02 07:59:17 main:574] : INFO : Epoch 1582 | loss: 0.0311977 | val_loss: 0.0312036 | Time: 3151.4 ms [2021-04-02 07:59:20 main:574] : INFO : Epoch 1583 | loss: 0.0311973 | val_loss: 0.0312055 | Time: 3088.91 ms [2021-04-02 07:59:23 main:574] : INFO : Epoch 1584 | loss: 0.0311986 | val_loss: 0.0312039 | Time: 3112.36 ms [2021-04-02 07:59:26 main:574] : INFO : Epoch 1585 | loss: 0.0311986 | val_loss: 0.0312023 | Time: 3110.97 ms [2021-04-02 07:59:29 main:574] : INFO : Epoch 1586 | loss: 0.0311976 | val_loss: 0.0312015 | Time: 3134.97 ms [2021-04-02 07:59:32 main:574] : INFO : Epoch 1587 | loss: 0.0311976 | val_loss: 0.0312029 | Time: 3092.05 ms [2021-04-02 07:59:36 main:574] : INFO : Epoch 1588 | loss: 0.0311976 | val_loss: 0.0312026 | Time: 3100.99 ms [2021-04-02 07:59:39 main:574] : INFO : Epoch 1589 | loss: 0.0311984 | val_loss: 0.0312031 | Time: 3104.26 ms [2021-04-02 07:59:42 main:574] : INFO : Epoch 1590 | loss: 0.0311966 | val_loss: 0.031202 | Time: 3112.12 ms [2021-04-02 07:59:45 main:574] : INFO : Epoch 1591 | loss: 0.0311985 | val_loss: 0.0312042 | Time: 3109.45 ms [2021-04-02 07:59:48 main:574] : INFO : Epoch 1592 | loss: 0.0311995 | val_loss: 0.0312054 | Time: 3131.73 ms [2021-04-02 07:59:51 main:574] : INFO : Epoch 1593 | loss: 0.0311964 | val_loss: 0.031202 | Time: 3113.52 ms [2021-04-02 07:59:54 main:574] : INFO : Epoch 1594 | loss: 0.031196 | val_loss: 0.0312039 | Time: 3099.59 ms [2021-04-02 07:59:57 main:574] : INFO : Epoch 1595 | loss: 0.0311957 | val_loss: 0.0312047 | Time: 3119.46 ms [2021-04-02 08:00:00 main:574] : INFO : Epoch 1596 | loss: 0.0311962 | val_loss: 0.0312033 | Time: 3109.36 ms [2021-04-02 08:00:04 main:574] : INFO : Epoch 1597 | loss: 0.0311966 | val_loss: 0.0312034 | Time: 3113.52 ms [2021-04-02 08:00:07 main:574] : INFO : Epoch 1598 | loss: 0.0311963 | val_loss: 0.0312022 | Time: 3097.3 ms [2021-04-02 08:00:10 main:574] : INFO : Epoch 1599 | loss: 0.0311948 | val_loss: 0.0312015 | Time: 3150.63 ms [2021-04-02 08:00:13 main:574] : INFO : Epoch 1600 | loss: 0.0311951 | val_loss: 0.0312007 | Time: 3115.19 ms [2021-04-02 08:00:16 main:574] : INFO : Epoch 1601 | loss: 0.031195 | val_loss: 0.0311998 | Time: 3133.15 ms [2021-04-02 08:00:19 main:574] : INFO : Epoch 1602 | loss: 0.0311936 | val_loss: 0.0312013 | Time: 3119.57 ms [2021-04-02 08:00:22 main:574] : INFO : Epoch 1603 | loss: 0.0311939 | val_loss: 0.0312016 | Time: 3108.26 ms [2021-04-02 08:00:25 main:574] : INFO : Epoch 1604 | loss: 0.0311957 | val_loss: 0.0311981 | Time: 3128.63 ms [2021-04-02 08:00:29 main:574] : INFO : Epoch 1605 | loss: 0.0311945 | val_loss: 0.0311985 | Time: 3099.68 ms [2021-04-02 08:00:32 main:574] : INFO : Epoch 1606 | loss: 0.031196 | val_loss: 0.031201 | Time: 3115.94 ms [2021-04-02 08:00:35 main:574] : INFO : Epoch 1607 | loss: 0.0311932 | val_loss: 0.0311974 | Time: 3102.31 ms [2021-04-02 08:00:38 main:574] : INFO : Epoch 1608 | loss: 0.0311934 | val_loss: 0.0311982 | Time: 3111.46 ms [2021-04-02 08:00:41 main:574] : INFO : Epoch 1609 | loss: 0.0311922 | val_loss: 0.0312006 | Time: 3113.23 ms [2021-04-02 08:00:44 main:574] : INFO : Epoch 1610 | loss: 0.0311935 | val_loss: 0.0312001 | Time: 3138.78 ms [2021-04-02 08:00:47 main:574] : INFO : Epoch 1611 | loss: 0.0311921 | val_loss: 0.0311986 | Time: 3115.28 ms [2021-04-02 08:00:50 main:574] : INFO : Epoch 1612 | loss: 0.0311913 | val_loss: 0.0311996 | Time: 3121.6 ms [2021-04-02 08:00:54 main:574] : INFO : Epoch 1613 | loss: 0.0311911 | val_loss: 0.0311993 | Time: 3127.71 ms [2021-04-02 08:00:57 main:574] : INFO : Epoch 1614 | loss: 0.0311922 | val_loss: 0.0312107 | Time: 3097.22 ms [2021-04-02 08:01:00 main:574] : INFO : Epoch 1615 | loss: 0.0311935 | val_loss: 0.0312004 | Time: 3103.96 ms [2021-04-02 08:01:03 main:574] : INFO : Epoch 1616 | loss: 0.0311922 | val_loss: 0.0311993 | Time: 3108.15 ms [2021-04-02 08:01:06 main:574] : INFO : Epoch 1617 | loss: 0.0311911 | val_loss: 0.0312 | Time: 3107.62 ms [2021-04-02 08:01:09 main:574] : INFO : Epoch 1618 | loss: 0.0311918 | val_loss: 0.0311992 | Time: 3088.15 ms [2021-04-02 08:01:12 main:574] : INFO : Epoch 1619 | loss: 0.031191 | val_loss: 0.0312013 | Time: 3148.15 ms [2021-04-02 08:01:15 main:574] : INFO : Epoch 1620 | loss: 0.0311903 | val_loss: 0.0311992 | Time: 3114.93 ms [2021-04-02 08:01:18 main:574] : INFO : Epoch 1621 | loss: 0.0311893 | val_loss: 0.0311993 | Time: 3127.17 ms [2021-04-02 08:01:22 main:574] : INFO : Epoch 1622 | loss: 0.031189 | val_loss: 0.0311989 | Time: 3115.99 ms [2021-04-02 08:01:25 main:574] : INFO : Epoch 1623 | loss: 0.031189 | val_loss: 0.0311994 | Time: 3206.57 ms [2021-04-02 08:01:28 main:574] : INFO : Epoch 1624 | loss: 0.0311896 | val_loss: 0.031199 | Time: 3126.71 ms [2021-04-02 08:01:31 main:574] : INFO : Epoch 1625 | loss: 0.0311896 | val_loss: 0.0312013 | Time: 3100.9 ms [2021-04-02 08:01:34 main:574] : INFO : Epoch 1626 | loss: 0.0311893 | val_loss: 0.0312007 | Time: 3113.23 ms [2021-04-02 08:01:37 main:574] : INFO : Epoch 1627 | loss: 0.0311897 | val_loss: 0.0311993 | Time: 3079.31 ms [2021-04-02 08:01:40 main:574] : INFO : Epoch 1628 | loss: 0.0311896 | val_loss: 0.0312011 | Time: 3113.45 ms [2021-04-02 08:01:43 main:574] : INFO : Epoch 1629 | loss: 0.0311897 | val_loss: 0.0312007 | Time: 3081.06 ms [2021-04-02 08:01:47 main:574] : INFO : Epoch 1630 | loss: 0.0311891 | val_loss: 0.0312017 | Time: 3116.42 ms [2021-04-02 08:01:50 main:574] : INFO : Epoch 1631 | loss: 0.0311902 | val_loss: 0.031199 | Time: 3089.07 ms [2021-04-02 08:01:53 main:574] : INFO : Epoch 1632 | loss: 0.0311892 | val_loss: 0.0312001 | Time: 3125.57 ms [2021-04-02 08:01:56 main:574] : INFO : Epoch 1633 | loss: 0.0311886 | val_loss: 0.0311989 | Time: 3101.39 ms [2021-04-02 08:01:59 main:574] : INFO : Epoch 1634 | loss: 0.031188 | val_loss: 0.0312 | Time: 3124.04 ms [2021-04-02 08:02:02 main:574] : INFO : Epoch 1635 | loss: 0.0311886 | val_loss: 0.0312001 | Time: 3106.26 ms [2021-04-02 08:02:05 main:574] : INFO : Epoch 1636 | loss: 0.0311885 | val_loss: 0.0311981 | Time: 3092.25 ms [2021-04-02 08:02:08 main:574] : INFO : Epoch 1637 | loss: 0.0311883 | val_loss: 0.0311985 | Time: 3132.69 ms [2021-04-02 08:02:11 main:574] : INFO : Epoch 1638 | loss: 0.0311877 | val_loss: 0.0311987 | Time: 3097.54 ms [2021-04-02 08:02:15 main:574] : INFO : Epoch 1639 | loss: 0.0311877 | val_loss: 0.0312031 | Time: 3135.15 ms [2021-04-02 08:02:18 main:574] : INFO : Epoch 1640 | loss: 0.0311885 | val_loss: 0.0311978 | Time: 3082.76 ms [2021-04-02 08:02:21 main:574] : INFO : Epoch 1641 | loss: 0.0311871 | val_loss: 0.0311976 | Time: 3133.34 ms [2021-04-02 08:02:24 main:574] : INFO : Epoch 1642 | loss: 0.0311874 | val_loss: 0.0312001 | Time: 3111.72 ms [2021-04-02 08:02:27 main:574] : INFO : Epoch 1643 | loss: 0.0311885 | val_loss: 0.0312005 | Time: 3118.77 ms [2021-04-02 08:02:30 main:574] : INFO : Epoch 1644 | loss: 0.0311876 | val_loss: 0.0311991 | Time: 3077.22 ms [2021-04-02 08:02:33 main:574] : INFO : Epoch 1645 | loss: 0.0311867 | val_loss: 0.0311964 | Time: 3107.99 ms [2021-04-02 08:02:36 main:574] : INFO : Epoch 1646 | loss: 0.0311871 | val_loss: 0.0311965 | Time: 3120.3 ms [2021-04-02 08:02:39 main:574] : INFO : Epoch 1647 | loss: 0.0311921 | val_loss: 0.0311986 | Time: 3122.59 ms [2021-04-02 08:02:43 main:574] : INFO : Epoch 1648 | loss: 0.0311882 | val_loss: 0.0311987 | Time: 3106.44 ms [2021-04-02 08:02:46 main:574] : INFO : Epoch 1649 | loss: 0.0311881 | val_loss: 0.0311951 | Time: 3108.08 ms [2021-04-02 08:02:49 main:574] : INFO : Epoch 1650 | loss: 0.0311864 | val_loss: 0.0311956 | Time: 3125.63 ms [2021-04-02 08:02:52 main:574] : INFO : Epoch 1651 | loss: 0.0311875 | val_loss: 0.0311988 | Time: 3092.41 ms [2021-04-02 08:02:55 main:574] : INFO : Epoch 1652 | loss: 0.0311896 | val_loss: 0.0312039 | Time: 3109.31 ms [2021-04-02 08:02:58 main:574] : INFO : Epoch 1653 | loss: 0.0311901 | val_loss: 0.0311972 | Time: 3111.39 ms [2021-04-02 08:03:01 main:574] : INFO : Epoch 1654 | loss: 0.0311875 | val_loss: 0.0311968 | Time: 3113.31 ms [2021-04-02 08:03:04 main:574] : INFO : Epoch 1655 | loss: 0.0311869 | val_loss: 0.0311963 | Time: 3096.33 ms [2021-04-02 08:03:07 main:574] : INFO : Epoch 1656 | loss: 0.0311861 | val_loss: 0.0311968 | Time: 3108.04 ms [2021-04-02 08:03:11 main:574] : INFO : Epoch 1657 | loss: 0.031186 | val_loss: 0.0311942 | Time: 3116.73 ms [2021-04-02 08:03:14 main:574] : INFO : Epoch 1658 | loss: 0.0311851 | val_loss: 0.0311936 | Time: 3105.55 ms [2021-04-02 08:03:17 main:574] : INFO : Epoch 1659 | loss: 0.0311859 | val_loss: 0.0311973 | Time: 3131.51 ms [2021-04-02 08:03:20 main:574] : INFO : Epoch 1660 | loss: 0.0311859 | val_loss: 0.0311938 | Time: 3100.3 ms [2021-04-02 08:03:23 main:574] : INFO : Epoch 1661 | loss: 0.0311873 | val_loss: 0.0311953 | Time: 3107.15 ms [2021-04-02 08:03:26 main:574] : INFO : Epoch 1662 | loss: 0.0311868 | val_loss: 0.0311947 | Time: 3106.33 ms [2021-04-02 08:03:29 main:574] : INFO : Epoch 1663 | loss: 0.031187 | val_loss: 0.0311952 | Time: 3126.47 ms [2021-04-02 08:03:32 main:574] : INFO : Epoch 1664 | loss: 0.0311861 | val_loss: 0.0311945 | Time: 3092.93 ms [2021-04-02 08:03:36 main:574] : INFO : Epoch 1665 | loss: 0.0311856 | val_loss: 0.0311931 | Time: 3113.01 ms [2021-04-02 08:03:39 main:574] : INFO : Epoch 1666 | loss: 0.0311849 | val_loss: 0.0311929 | Time: 3105.73 ms [2021-04-02 08:03:42 main:574] : INFO : Epoch 1667 | loss: 0.0311899 | val_loss: 0.0311972 | Time: 3125.14 ms [2021-04-02 08:03:45 main:574] : INFO : Epoch 1668 | loss: 0.031191 | val_loss: 0.031195 | Time: 3102.33 ms [2021-04-02 08:03:48 main:574] : INFO : Epoch 1669 | loss: 0.0311905 | val_loss: 0.031195 | Time: 3108.87 ms [2021-04-02 08:03:51 main:574] : INFO : Epoch 1670 | loss: 0.0311896 | val_loss: 0.0311941 | Time: 3108.88 ms [2021-04-02 08:03:54 main:574] : INFO : Epoch 1671 | loss: 0.031189 | val_loss: 0.031195 | Time: 3088.36 ms [2021-04-02 08:03:57 main:574] : INFO : Epoch 1672 | loss: 0.0311893 | val_loss: 0.0311937 | Time: 3119.4 ms [2021-04-02 08:04:00 main:574] : INFO : Epoch 1673 | loss: 0.031191 | val_loss: 0.0311961 | Time: 3101.03 ms [2021-04-02 08:04:04 main:574] : INFO : Epoch 1674 | loss: 0.03119 | val_loss: 0.0311944 | Time: 3124.78 ms [2021-04-02 08:04:07 main:574] : INFO : Epoch 1675 | loss: 0.0311891 | val_loss: 0.0311955 | Time: 3091.81 ms [2021-04-02 08:04:10 main:574] : INFO : Epoch 1676 | loss: 0.0311885 | val_loss: 0.0311953 | Time: 3134.8 ms [2021-04-02 08:04:13 main:574] : INFO : Epoch 1677 | loss: 0.0311882 | val_loss: 0.0311942 | Time: 3109.52 ms [2021-04-02 08:04:16 main:574] : INFO : Epoch 1678 | loss: 0.03119 | val_loss: 0.0311937 | Time: 3122.45 ms [2021-04-02 08:04:19 main:574] : INFO : Epoch 1679 | loss: 0.0311893 | val_loss: 0.0311937 | Time: 3109.19 ms [2021-04-02 08:04:22 main:574] : INFO : Epoch 1680 | loss: 0.0311892 | val_loss: 0.0311955 | Time: 3124.82 ms [2021-04-02 08:04:25 main:574] : INFO : Epoch 1681 | loss: 0.0311896 | val_loss: 0.0311941 | Time: 3105.56 ms [2021-04-02 08:04:28 main:574] : INFO : Epoch 1682 | loss: 0.03119 | val_loss: 0.0311949 | Time: 3108.72 ms [2021-04-02 08:04:32 main:574] : INFO : Epoch 1683 | loss: 0.0311889 | val_loss: 0.0311927 | Time: 3114.6 ms [2021-04-02 08:04:35 main:574] : INFO : Epoch 1684 | loss: 0.0311882 | val_loss: 0.0311941 | Time: 3100.33 ms [2021-04-02 08:04:38 main:574] : INFO : Epoch 1685 | loss: 0.0311876 | val_loss: 0.0311938 | Time: 3105.25 ms [2021-04-02 08:04:41 main:574] : INFO : Epoch 1686 | loss: 0.03119 | val_loss: 0.031193 | Time: 3095.02 ms [2021-04-02 08:04:44 main:574] : INFO : Epoch 1687 | loss: 0.0311878 | val_loss: 0.031193 | Time: 3131.96 ms [2021-04-02 08:04:47 main:574] : INFO : Epoch 1688 | loss: 0.0311877 | val_loss: 0.0311936 | Time: 3106.15 ms [2021-04-02 08:04:50 main:574] : INFO : Epoch 1689 | loss: 0.0311869 | val_loss: 0.0311938 | Time: 3131.38 ms [2021-04-02 08:04:53 main:574] : INFO : Epoch 1690 | loss: 0.031187 | val_loss: 0.031197 | Time: 3109.56 ms [2021-04-02 08:04:56 main:574] : INFO : Epoch 1691 | loss: 0.0311896 | val_loss: 0.0311961 | Time: 3101.11 ms [2021-04-02 08:05:00 main:574] : INFO : Epoch 1692 | loss: 0.0311876 | val_loss: 0.0311947 | Time: 3129.02 ms [2021-04-02 08:05:03 main:574] : INFO : Epoch 1693 | loss: 0.0311885 | val_loss: 0.0311937 | Time: 3097.78 ms [2021-04-02 08:05:06 main:574] : INFO : Epoch 1694 | loss: 0.0311871 | val_loss: 0.0311937 | Time: 3109.65 ms [2021-04-02 08:05:09 main:574] : INFO : Epoch 1695 | loss: 0.0311887 | val_loss: 0.0311923 | Time: 3103.8 ms [2021-04-02 08:05:12 main:574] : INFO : Epoch 1696 | loss: 0.0311886 | val_loss: 0.0311928 | Time: 3122.08 ms [2021-04-02 08:05:15 main:574] : INFO : Epoch 1697 | loss: 0.0311883 | val_loss: 0.031193 | Time: 3125.41 ms [2021-04-02 08:05:18 main:574] : INFO : Epoch 1698 | loss: 0.0311877 | val_loss: 0.0311927 | Time: 3112.06 ms [2021-04-02 08:05:21 main:574] : INFO : Epoch 1699 | loss: 0.031187 | val_loss: 0.0311926 | Time: 3079.36 ms [2021-04-02 08:05:25 main:574] : INFO : Epoch 1700 | loss: 0.0311879 | val_loss: 0.0311937 | Time: 3138.09 ms [2021-04-02 08:05:28 main:574] : INFO : Epoch 1701 | loss: 0.0311879 | val_loss: 0.0311924 | Time: 3090.35 ms [2021-04-02 08:05:31 main:574] : INFO : Epoch 1702 | loss: 0.031188 | val_loss: 0.0311973 | Time: 3109.53 ms [2021-04-02 08:05:34 main:574] : INFO : Epoch 1703 | loss: 0.031189 | val_loss: 0.0311957 | Time: 3095.64 ms [2021-04-02 08:05:37 main:574] : INFO : Epoch 1704 | loss: 0.0311871 | val_loss: 0.0311943 | Time: 3138.99 ms [2021-04-02 08:05:40 main:574] : INFO : Epoch 1705 | loss: 0.0311895 | val_loss: 0.0311967 | Time: 3104.63 ms [2021-04-02 08:05:43 main:574] : INFO : Epoch 1706 | loss: 0.0311925 | val_loss: 0.0311934 | Time: 3108.95 ms [2021-04-02 08:05:46 main:574] : INFO : Epoch 1707 | loss: 0.0311943 | val_loss: 0.0311926 | Time: 3117.48 ms [2021-04-02 08:05:49 main:574] : INFO : Epoch 1708 | loss: 0.0311898 | val_loss: 0.0311929 | Time: 3110.8 ms [2021-04-02 08:05:53 main:574] : INFO : Epoch 1709 | loss: 0.0311882 | val_loss: 0.0311928 | Time: 3112.57 ms [2021-04-02 08:05:56 main:574] : INFO : Epoch 1710 | loss: 0.0311882 | val_loss: 0.0311922 | Time: 3092.69 ms [2021-04-02 08:05:59 main:574] : INFO : Epoch 1711 | loss: 0.0311868 | val_loss: 0.0311921 | Time: 3134 ms [2021-04-02 08:06:02 main:574] : INFO : Epoch 1712 | loss: 0.0311866 | val_loss: 0.0311924 | Time: 3099.92 ms [2021-04-02 08:06:05 main:574] : INFO : Epoch 1713 | loss: 0.0311868 | val_loss: 0.0311938 | Time: 3134.2 ms [2021-04-02 08:06:08 main:574] : INFO : Epoch 1714 | loss: 0.0311877 | val_loss: 0.0311919 | Time: 3110.14 ms [2021-04-02 08:06:11 main:574] : INFO : Epoch 1715 | loss: 0.0311863 | val_loss: 0.0311912 | Time: 3152.53 ms [2021-04-02 08:06:14 main:574] : INFO : Epoch 1716 | loss: 0.0311855 | val_loss: 0.0311926 | Time: 3134.49 ms [2021-04-02 08:06:18 main:574] : INFO : Epoch 1717 | loss: 0.0311866 | val_loss: 0.0311916 | Time: 3114.92 ms [2021-04-02 08:06:21 main:574] : INFO : Epoch 1718 | loss: 0.0311861 | val_loss: 0.0311916 | Time: 3156.9 ms [2021-04-02 08:06:24 main:574] : INFO : Epoch 1719 | loss: 0.0311853 | val_loss: 0.0311922 | Time: 3221.58 ms [2021-04-02 08:06:27 main:574] : INFO : Epoch 1720 | loss: 0.0311847 | val_loss: 0.0311918 | Time: 3101.28 ms [2021-04-02 08:06:30 main:574] : INFO : Epoch 1721 | loss: 0.0311863 | val_loss: 0.0311924 | Time: 3085.63 ms [2021-04-02 08:06:33 main:574] : INFO : Epoch 1722 | loss: 0.031185 | val_loss: 0.0311935 | Time: 3106.35 ms [2021-04-02 08:06:37 main:574] : INFO : Epoch 1723 | loss: 0.0311869 | val_loss: 0.0311922 | Time: 3092.97 ms [2021-04-02 08:06:40 main:574] : INFO : Epoch 1724 | loss: 0.031186 | val_loss: 0.0311921 | Time: 3099.89 ms [2021-04-02 08:06:43 main:574] : INFO : Epoch 1725 | loss: 0.031185 | val_loss: 0.0311928 | Time: 3092.78 ms [2021-04-02 08:06:46 main:574] : INFO : Epoch 1726 | loss: 0.0311851 | val_loss: 0.0311927 | Time: 3080.8 ms [2021-04-02 08:06:49 main:574] : INFO : Epoch 1727 | loss: 0.0311841 | val_loss: 0.0311926 | Time: 3097.6 ms [2021-04-02 08:06:52 main:574] : INFO : Epoch 1728 | loss: 0.0311838 | val_loss: 0.0311921 | Time: 3095.18 ms [2021-04-02 08:06:55 main:574] : INFO : Epoch 1729 | loss: 0.0311848 | val_loss: 0.0311945 | Time: 3104.28 ms [2021-04-02 08:06:58 main:574] : INFO : Epoch 1730 | loss: 0.0311849 | val_loss: 0.0311919 | Time: 3082.92 ms [2021-04-02 08:07:01 main:574] : INFO : Epoch 1731 | loss: 0.0311838 | val_loss: 0.0311918 | Time: 3098.3 ms [2021-04-02 08:07:04 main:574] : INFO : Epoch 1732 | loss: 0.0311835 | val_loss: 0.0311934 | Time: 3084.19 ms [2021-04-02 08:07:08 main:574] : INFO : Epoch 1733 | loss: 0.0311831 | val_loss: 0.0311923 | Time: 3113.94 ms [2021-04-02 08:07:11 main:574] : INFO : Epoch 1734 | loss: 0.0311832 | val_loss: 0.0311919 | Time: 3091.63 ms [2021-04-02 08:07:14 main:574] : INFO : Epoch 1735 | loss: 0.031183 | val_loss: 0.0311954 | Time: 3083.36 ms [2021-04-02 08:07:17 main:574] : INFO : Epoch 1736 | loss: 0.0311841 | val_loss: 0.0311932 | Time: 3100.86 ms [2021-04-02 08:07:20 main:574] : INFO : Epoch 1737 | loss: 0.0311824 | val_loss: 0.0311933 | Time: 3096.29 ms [2021-04-02 08:07:23 main:574] : INFO : Epoch 1738 | loss: 0.0311834 | val_loss: 0.0311988 | Time: 3104.06 ms [2021-04-02 08:07:26 main:574] : INFO : Epoch 1739 | loss: 0.0311853 | val_loss: 0.0311981 | Time: 3093.51 ms [2021-04-02 08:07:29 main:574] : INFO : Epoch 1740 | loss: 0.0311847 | val_loss: 0.0311951 | Time: 3099.76 ms [2021-04-02 08:07:32 main:574] : INFO : Epoch 1741 | loss: 0.0311836 | val_loss: 0.0311934 | Time: 3081.99 ms [2021-04-02 08:07:35 main:574] : INFO : Epoch 1742 | loss: 0.0311842 | val_loss: 0.031196 | Time: 3110.41 ms [2021-04-02 08:07:39 main:574] : INFO : Epoch 1743 | loss: 0.0311867 | val_loss: 0.0311923 | Time: 3068.96 ms [2021-04-02 08:07:42 main:574] : INFO : Epoch 1744 | loss: 0.0311883 | val_loss: 0.0311955 | Time: 3095.45 ms [2021-04-02 08:07:45 main:574] : INFO : Epoch 1745 | loss: 0.0311925 | val_loss: 0.0312022 | Time: 3101.12 ms [2021-04-02 08:07:48 main:574] : INFO : Epoch 1746 | loss: 0.0311899 | val_loss: 0.031195 | Time: 3109.38 ms [2021-04-02 08:07:51 main:574] : INFO : Epoch 1747 | loss: 0.0311864 | val_loss: 0.0311944 | Time: 3100.82 ms [2021-04-02 08:07:54 main:574] : INFO : Epoch 1748 | loss: 0.0311855 | val_loss: 0.0311928 | Time: 3108.23 ms [2021-04-02 08:07:57 main:574] : INFO : Epoch 1749 | loss: 0.0311847 | val_loss: 0.0311917 | Time: 3084.55 ms [2021-04-02 08:08:00 main:574] : INFO : Epoch 1750 | loss: 0.031185 | val_loss: 0.0311939 | Time: 3109.2 ms [2021-04-02 08:08:03 main:574] : INFO : Epoch 1751 | loss: 0.0311855 | val_loss: 0.031194 | Time: 3083.76 ms [2021-04-02 08:08:06 main:574] : INFO : Epoch 1752 | loss: 0.031187 | val_loss: 0.0311939 | Time: 3074.43 ms [2021-04-02 08:08:10 main:574] : INFO : Epoch 1753 | loss: 0.0311865 | val_loss: 0.0311951 | Time: 3101.79 ms [2021-04-02 08:08:13 main:574] : INFO : Epoch 1754 | loss: 0.0311884 | val_loss: 0.0312026 | Time: 3080.25 ms [2021-04-02 08:08:16 main:574] : INFO : Epoch 1755 | loss: 0.0311868 | val_loss: 0.0311927 | Time: 3096.04 ms [2021-04-02 08:08:19 main:574] : INFO : Epoch 1756 | loss: 0.0311841 | val_loss: 0.0311937 | Time: 3095.93 ms [2021-04-02 08:08:22 main:574] : INFO : Epoch 1757 | loss: 0.0311853 | val_loss: 0.0311943 | Time: 3120.62 ms [2021-04-02 08:08:25 main:574] : INFO : Epoch 1758 | loss: 0.0311859 | val_loss: 0.031193 | Time: 3090.85 ms [2021-04-02 08:08:28 main:574] : INFO : Epoch 1759 | loss: 0.0311837 | val_loss: 0.0311918 | Time: 3088.24 ms [2021-04-02 08:08:31 main:574] : INFO : Epoch 1760 | loss: 0.0311843 | val_loss: 0.0311948 | Time: 3097.3 ms [2021-04-02 08:08:34 main:574] : INFO : Epoch 1761 | loss: 0.0311857 | val_loss: 0.0311929 | Time: 3083.71 ms [2021-04-02 08:08:37 main:574] : INFO : Epoch 1762 | loss: 0.031186 | val_loss: 0.0311982 | Time: 3088.55 ms [2021-04-02 08:08:40 main:574] : INFO : Epoch 1763 | loss: 0.0311858 | val_loss: 0.0311967 | Time: 3079.49 ms [2021-04-02 08:08:44 main:574] : INFO : Epoch 1764 | loss: 0.0311857 | val_loss: 0.0311969 | Time: 3114.09 ms [2021-04-02 08:08:47 main:574] : INFO : Epoch 1765 | loss: 0.0311846 | val_loss: 0.0311947 | Time: 3103.31 ms [2021-04-02 08:08:50 main:574] : INFO : Epoch 1766 | loss: 0.0311844 | val_loss: 0.0311943 | Time: 3105.17 ms [2021-04-02 08:08:53 main:574] : INFO : Epoch 1767 | loss: 0.031183 | val_loss: 0.0311928 | Time: 3082.8 ms [2021-04-02 08:08:56 main:574] : INFO : Epoch 1768 | loss: 0.0311828 | val_loss: 0.0311933 | Time: 3080.91 ms [2021-04-02 08:08:59 main:574] : INFO : Epoch 1769 | loss: 0.0311821 | val_loss: 0.0311918 | Time: 3100.01 ms [2021-04-02 08:09:02 main:574] : INFO : Epoch 1770 | loss: 0.0311819 | val_loss: 0.0311951 | Time: 3106.45 ms [2021-04-02 08:09:05 main:574] : INFO : Epoch 1771 | loss: 0.0311827 | val_loss: 0.0311938 | Time: 3097.79 ms [2021-04-02 08:09:08 main:574] : INFO : Epoch 1772 | loss: 0.0311841 | val_loss: 0.0311977 | Time: 3114.01 ms [2021-04-02 08:09:12 main:574] : INFO : Epoch 1773 | loss: 0.0311838 | val_loss: 0.0311957 | Time: 3096.91 ms [2021-04-02 08:09:15 main:574] : INFO : Epoch 1774 | loss: 0.031185 | val_loss: 0.0311948 | Time: 3118.51 ms [2021-04-02 08:09:18 main:574] : INFO : Epoch 1775 | loss: 0.0311826 | val_loss: 0.031194 | Time: 3077.85 ms [2021-04-02 08:09:21 main:574] : INFO : Epoch 1776 | loss: 0.0311832 | val_loss: 0.0311949 | Time: 3093.7 ms [2021-04-02 08:09:24 main:574] : INFO : Epoch 1777 | loss: 0.0311812 | val_loss: 0.0311952 | Time: 3085.58 ms [2021-04-02 08:09:27 main:574] : INFO : Epoch 1778 | loss: 0.0311907 | val_loss: 0.031205 | Time: 3086.6 ms [2021-04-02 08:09:30 main:574] : INFO : Epoch 1779 | loss: 0.0312059 | val_loss: 0.0312054 | Time: 3097.76 ms [2021-04-02 08:09:33 main:574] : INFO : Epoch 1780 | loss: 0.0312012 | val_loss: 0.0312045 | Time: 3097.63 ms [2021-04-02 08:09:36 main:574] : INFO : Epoch 1781 | loss: 0.0311988 | val_loss: 0.0312004 | Time: 3096.92 ms [2021-04-02 08:09:39 main:574] : INFO : Epoch 1782 | loss: 0.0311971 | val_loss: 0.0311997 | Time: 3079.17 ms [2021-04-02 08:09:42 main:574] : INFO : Epoch 1783 | loss: 0.0311964 | val_loss: 0.0311993 | Time: 3109.36 ms [2021-04-02 08:09:46 main:574] : INFO : Epoch 1784 | loss: 0.0311965 | val_loss: 0.0311973 | Time: 3075.47 ms [2021-04-02 08:09:49 main:574] : INFO : Epoch 1785 | loss: 0.0311964 | val_loss: 0.0311994 | Time: 3101.34 ms [2021-04-02 08:09:52 main:574] : INFO : Epoch 1786 | loss: 0.0311973 | val_loss: 0.0311973 | Time: 3077.39 ms [2021-04-02 08:09:55 main:574] : INFO : Epoch 1787 | loss: 0.0311938 | val_loss: 0.0311989 | Time: 3102.61 ms [2021-04-02 08:09:58 main:574] : INFO : Epoch 1788 | loss: 0.0311923 | val_loss: 0.0311973 | Time: 3092.26 ms [2021-04-02 08:10:01 main:574] : INFO : Epoch 1789 | loss: 0.0311905 | val_loss: 0.031196 | Time: 3094.71 ms [2021-04-02 08:10:04 main:574] : INFO : Epoch 1790 | loss: 0.0311911 | val_loss: 0.0311954 | Time: 3103.92 ms [2021-04-02 08:10:07 main:574] : INFO : Epoch 1791 | loss: 0.0311845 | val_loss: 0.0311915 | Time: 3091.89 ms [2021-04-02 08:10:10 main:574] : INFO : Epoch 1792 | loss: 0.031182 | val_loss: 0.0311921 | Time: 3110.2 ms [2021-04-02 08:10:13 main:574] : INFO : Epoch 1793 | loss: 0.0311818 | val_loss: 0.031193 | Time: 3087.11 ms [2021-04-02 08:10:17 main:574] : INFO : Epoch 1794 | loss: 0.0311819 | val_loss: 0.031195 | Time: 3094.38 ms [2021-04-02 08:10:20 main:574] : INFO : Epoch 1795 | loss: 0.0311812 | val_loss: 0.0311918 | Time: 3089.24 ms [2021-04-02 08:10:23 main:574] : INFO : Epoch 1796 | loss: 0.031182 | val_loss: 0.0311909 | Time: 3110.8 ms [2021-04-02 08:10:26 main:574] : INFO : Epoch 1797 | loss: 0.0311795 | val_loss: 0.0311911 | Time: 3086.2 ms [2021-04-02 08:10:29 main:574] : INFO : Epoch 1798 | loss: 0.0311792 | val_loss: 0.0311917 | Time: 3083.85 ms [2021-04-02 08:10:32 main:574] : INFO : Epoch 1799 | loss: 0.0311791 | val_loss: 0.031192 | Time: 3067.31 ms [2021-04-02 08:10:35 main:574] : INFO : Epoch 1800 | loss: 0.0311783 | val_loss: 0.0311923 | Time: 3119.73 ms [2021-04-02 08:10:38 main:574] : INFO : Epoch 1801 | loss: 0.0311798 | val_loss: 0.0311912 | Time: 3083.62 ms [2021-04-02 08:10:41 main:574] : INFO : Epoch 1802 | loss: 0.0311795 | val_loss: 0.0311915 | Time: 3103.9 ms [2021-04-02 08:10:44 main:574] : INFO : Epoch 1803 | loss: 0.0311807 | val_loss: 0.0311936 | Time: 3086.67 ms [2021-04-02 08:10:48 main:574] : INFO : Epoch 1804 | loss: 0.0311794 | val_loss: 0.0311903 | Time: 3099.7 ms [2021-04-02 08:10:51 main:574] : INFO : Epoch 1805 | loss: 0.031178 | val_loss: 0.0311903 | Time: 3097.12 ms [2021-04-02 08:10:54 main:574] : INFO : Epoch 1806 | loss: 0.0311773 | val_loss: 0.0311897 | Time: 3084.06 ms [2021-04-02 08:10:57 main:574] : INFO : Epoch 1807 | loss: 0.0311769 | val_loss: 0.031195 | Time: 3085.97 ms [2021-04-02 08:11:00 main:574] : INFO : Epoch 1808 | loss: 0.0311792 | val_loss: 0.0311916 | Time: 3082.37 ms [2021-04-02 08:11:03 main:574] : INFO : Epoch 1809 | loss: 0.0311777 | val_loss: 0.0311924 | Time: 3108.42 ms [2021-04-02 08:11:06 main:574] : INFO : Epoch 1810 | loss: 0.0311773 | val_loss: 0.0311957 | Time: 3083.21 ms [2021-04-02 08:11:09 main:574] : INFO : Epoch 1811 | loss: 0.0311772 | val_loss: 0.0311919 | Time: 3120.93 ms [2021-04-02 08:11:12 main:574] : INFO : Epoch 1812 | loss: 0.0311759 | val_loss: 0.0311903 | Time: 3082.31 ms [2021-04-02 08:11:15 main:574] : INFO : Epoch 1813 | loss: 0.0311799 | val_loss: 0.0311898 | Time: 3116.99 ms [2021-04-02 08:11:18 main:574] : INFO : Epoch 1814 | loss: 0.0311819 | val_loss: 0.0311912 | Time: 3084.25 ms [2021-04-02 08:11:22 main:574] : INFO : Epoch 1815 | loss: 0.03118 | val_loss: 0.031191 | Time: 3089.94 ms [2021-04-02 08:11:25 main:574] : INFO : Epoch 1816 | loss: 0.0311798 | val_loss: 0.0311906 | Time: 3162.59 ms [2021-04-02 08:11:28 main:574] : INFO : Epoch 1817 | loss: 0.0311783 | val_loss: 0.0311896 | Time: 3117.25 ms [2021-04-02 08:11:31 main:574] : INFO : Epoch 1818 | loss: 0.0311783 | val_loss: 0.0311927 | Time: 3113.7 ms [2021-04-02 08:11:34 main:574] : INFO : Epoch 1819 | loss: 0.0311776 | val_loss: 0.0311908 | Time: 3107.4 ms [2021-04-02 08:11:37 main:574] : INFO : Epoch 1820 | loss: 0.0311779 | val_loss: 0.0311894 | Time: 3113.56 ms [2021-04-02 08:11:40 main:574] : INFO : Epoch 1821 | loss: 0.031177 | val_loss: 0.0311895 | Time: 3115.76 ms [2021-04-02 08:11:43 main:574] : INFO : Epoch 1822 | loss: 0.0311775 | val_loss: 0.0311915 | Time: 3149.81 ms [2021-04-02 08:11:47 main:574] : INFO : Epoch 1823 | loss: 0.0311778 | val_loss: 0.0311891 | Time: 3116.16 ms [2021-04-02 08:11:50 main:574] : INFO : Epoch 1824 | loss: 0.0311776 | val_loss: 0.0311886 | Time: 3138.13 ms [2021-04-02 08:11:53 main:574] : INFO : Epoch 1825 | loss: 0.0311763 | val_loss: 0.0311894 | Time: 3120.28 ms [2021-04-02 08:11:56 main:574] : INFO : Epoch 1826 | loss: 0.0311775 | val_loss: 0.031191 | Time: 3121.48 ms [2021-04-02 08:11:59 main:574] : INFO : Epoch 1827 | loss: 0.0311762 | val_loss: 0.0311894 | Time: 3124.69 ms [2021-04-02 08:12:02 main:574] : INFO : Epoch 1828 | loss: 0.0311766 | val_loss: 0.031192 | Time: 3117.85 ms [2021-04-02 08:12:05 main:574] : INFO : Epoch 1829 | loss: 0.0311771 | val_loss: 0.0311912 | Time: 3133.34 ms [2021-04-02 08:12:08 main:574] : INFO : Epoch 1830 | loss: 0.0311753 | val_loss: 0.0311908 | Time: 3125.93 ms [2021-04-02 08:12:12 main:574] : INFO : Epoch 1831 | loss: 0.0311756 | val_loss: 0.031191 | Time: 3124.86 ms [2021-04-02 08:12:15 main:574] : INFO : Epoch 1832 | loss: 0.0311748 | val_loss: 0.031192 | Time: 3087.53 ms [2021-04-02 08:12:18 main:574] : INFO : Epoch 1833 | loss: 0.0311762 | val_loss: 0.0311901 | Time: 3127.27 ms [2021-04-02 08:12:21 main:574] : INFO : Epoch 1834 | loss: 0.0311752 | val_loss: 0.0311883 | Time: 3116.11 ms [2021-04-02 08:12:24 main:574] : INFO : Epoch 1835 | loss: 0.0311754 | val_loss: 0.0311878 | Time: 3131.6 ms [2021-04-02 08:12:27 main:574] : INFO : Epoch 1836 | loss: 0.0311754 | val_loss: 0.0311892 | Time: 3128.83 ms [2021-04-02 08:12:30 main:574] : INFO : Epoch 1837 | loss: 0.0311756 | val_loss: 0.0311904 | Time: 3118.18 ms [2021-04-02 08:12:33 main:574] : INFO : Epoch 1838 | loss: 0.0311771 | val_loss: 0.0311901 | Time: 3125.39 ms [2021-04-02 08:12:37 main:574] : INFO : Epoch 1839 | loss: 0.0311761 | val_loss: 0.0311906 | Time: 3109.77 ms [2021-04-02 08:12:40 main:574] : INFO : Epoch 1840 | loss: 0.031175 | val_loss: 0.03119 | Time: 3128.93 ms [2021-04-02 08:12:43 main:574] : INFO : Epoch 1841 | loss: 0.0311763 | val_loss: 0.031193 | Time: 3136.59 ms [2021-04-02 08:12:46 main:574] : INFO : Epoch 1842 | loss: 0.0311782 | val_loss: 0.0311905 | Time: 3131.25 ms [2021-04-02 08:12:49 main:574] : INFO : Epoch 1843 | loss: 0.0311777 | val_loss: 0.0311924 | Time: 3097.68 ms [2021-04-02 08:12:52 main:574] : INFO : Epoch 1844 | loss: 0.0311787 | val_loss: 0.0311923 | Time: 3146.82 ms [2021-04-02 08:12:55 main:574] : INFO : Epoch 1845 | loss: 0.0311789 | val_loss: 0.0311926 | Time: 3103.89 ms [2021-04-02 08:12:59 main:574] : INFO : Epoch 1846 | loss: 0.0311782 | val_loss: 0.0311915 | Time: 3133.59 ms [2021-04-02 08:13:02 main:574] : INFO : Epoch 1847 | loss: 0.031177 | val_loss: 0.0311906 | Time: 3108.73 ms [2021-04-02 08:13:05 main:574] : INFO : Epoch 1848 | loss: 0.0311775 | val_loss: 0.0311903 | Time: 3127.61 ms [2021-04-02 08:13:08 main:574] : INFO : Epoch 1849 | loss: 0.0311761 | val_loss: 0.0311912 | Time: 3130.22 ms [2021-04-02 08:13:11 main:574] : INFO : Epoch 1850 | loss: 0.0311766 | val_loss: 0.0311902 | Time: 3146.37 ms [2021-04-02 08:13:14 main:574] : INFO : Epoch 1851 | loss: 0.031181 | val_loss: 0.0311927 | Time: 3126.34 ms [2021-04-02 08:13:17 main:574] : INFO : Epoch 1852 | loss: 0.0311905 | val_loss: 0.0311957 | Time: 3107.54 ms [2021-04-02 08:13:20 main:574] : INFO : Epoch 1853 | loss: 0.031183 | val_loss: 0.031196 | Time: 3131.1 ms [2021-04-02 08:13:24 main:574] : INFO : Epoch 1854 | loss: 0.0311765 | val_loss: 0.0311945 | Time: 3114.62 ms [2021-04-02 08:13:27 main:574] : INFO : Epoch 1855 | loss: 0.0311776 | val_loss: 0.0311923 | Time: 3120.02 ms [2021-04-02 08:13:30 main:574] : INFO : Epoch 1856 | loss: 0.0311765 | val_loss: 0.0311938 | Time: 3131.33 ms [2021-04-02 08:13:33 main:574] : INFO : Epoch 1857 | loss: 0.031177 | val_loss: 0.0311901 | Time: 3134.26 ms [2021-04-02 08:13:36 main:574] : INFO : Epoch 1858 | loss: 0.0311764 | val_loss: 0.0311911 | Time: 3126.62 ms [2021-04-02 08:13:39 main:574] : INFO : Epoch 1859 | loss: 0.031176 | val_loss: 0.0311956 | Time: 3130.39 ms [2021-04-02 08:13:42 main:574] : INFO : Epoch 1860 | loss: 0.0311788 | val_loss: 0.0311944 | Time: 3139.69 ms [2021-04-02 08:13:45 main:574] : INFO : Epoch 1861 | loss: 0.031181 | val_loss: 0.0311945 | Time: 3115.86 ms [2021-04-02 08:13:49 main:574] : INFO : Epoch 1862 | loss: 0.0311802 | val_loss: 0.0311945 | Time: 3135.23 ms [2021-04-02 08:13:52 main:574] : INFO : Epoch 1863 | loss: 0.0311797 | val_loss: 0.0311927 | Time: 3101.07 ms [2021-04-02 08:13:55 main:574] : INFO : Epoch 1864 | loss: 0.0311799 | val_loss: 0.0311919 | Time: 3133.2 ms [2021-04-02 08:13:58 main:574] : INFO : Epoch 1865 | loss: 0.0311776 | val_loss: 0.0311903 | Time: 3110.54 ms [2021-04-02 08:14:01 main:574] : INFO : Epoch 1866 | loss: 0.0311774 | val_loss: 0.0311904 | Time: 3132.65 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GT 1030) [2021-04-02 22:13:18 main:435] : INFO : Set logging level to 1 [2021-04-02 22:13:18 main:441] : INFO : Running in BOINC Client mode [2021-04-02 22:13:18 main:444] : INFO : Resolving all filenames [2021-04-02 22:13:18 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-04-02 22:13:18 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1613189276-3681-3_0_r361897103_1 (exists = 1) [2021-04-02 22:13:18 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1613189276-3681-3_0_r361897103_0 (exists = 0) [2021-04-02 22:13:18 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1613189276-3681-3 (exists = 1) [2021-04-02 22:13:18 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-04-02 22:13:18 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-04-02 22:13:18 main:474] : INFO : Configuration: [2021-04-02 22:13:18 main:475] : INFO : Model type: GRU [2021-04-02 22:13:18 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-04-02 22:13:18 main:477] : INFO : Max Epochs: 2048 [2021-04-02 22:13:18 main:478] : INFO : Batch Size: 128 [2021-04-02 22:13:18 main:479] : INFO : Learning Rate: 0.01 [2021-04-02 22:13:18 main:480] : INFO : Patience: 10 [2021-04-02 22:13:18 main:481] : INFO : Hidden Width: 12 [2021-04-02 22:13:18 main:482] : INFO : # Recurrent Layers: 4 [2021-04-02 22:13:18 main:483] : INFO : # Backend Layers: 4 [2021-04-02 22:13:18 main:484] : INFO : # Threads: 1 [2021-04-02 22:13:18 main:486] : INFO : Preparing Dataset [2021-04-02 22:13:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-04-02 22:13:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-04-02 22:13:21 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-04-02 22:13:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-04-02 22:13:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-04-02 22:13:21 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-04-02 22:13:21 main:494] : INFO : Creating Model [2021-04-02 22:13:21 main:507] : INFO : Preparing config file [2021-04-02 22:13:21 main:511] : INFO : Found checkpoint, attempting to load... [2021-04-02 22:13:21 main:512] : INFO : Loading config [2021-04-02 22:13:21 main:514] : INFO : Loading state [2021-04-02 22:13:23 main:559] : INFO : Loading DataLoader into Memory [2021-04-02 22:13:23 main:562] : INFO : Starting Training [2021-04-02 22:13:27 main:574] : INFO : Epoch 1858 | loss: 0.0312042 | val_loss: 0.0311921 | Time: 3936.99 ms [2021-04-02 22:13:30 main:574] : INFO : Epoch 1859 | loss: 0.0311848 | val_loss: 0.0311887 | Time: 3119.74 ms [2021-04-02 22:13:33 main:574] : INFO : Epoch 1860 | loss: 0.0311827 | val_loss: 0.0311918 | Time: 3074.91 ms [2021-04-02 22:13:36 main:574] : INFO : Epoch 1861 | loss: 0.0311826 | val_loss: 0.0311905 | Time: 3065.26 ms [2021-04-02 22:13:39 main:574] : INFO : Epoch 1862 | loss: 0.0311826 | val_loss: 0.0311919 | Time: 3035.72 ms [2021-04-02 22:13:42 main:574] : INFO : Epoch 1863 | loss: 0.0311829 | val_loss: 0.0311937 | Time: 3066.46 ms [2021-04-02 22:13:45 main:574] : INFO : Epoch 1864 | loss: 0.0311834 | val_loss: 0.0311957 | Time: 2999.37 ms [2021-04-02 22:13:48 main:574] : INFO : Epoch 1865 | loss: 0.0311842 | val_loss: 0.0311923 | Time: 3023.52 ms [2021-04-02 22:13:51 main:574] : INFO : Epoch 1866 | loss: 0.0311829 | val_loss: 0.0311937 | Time: 3013.17 ms [2021-04-02 22:13:54 main:574] : INFO : Epoch 1867 | loss: 0.0311813 | val_loss: 0.0311921 | Time: 3030.33 ms [2021-04-02 22:13:58 main:574] : INFO : Epoch 1868 | loss: 0.0311807 | val_loss: 0.0311926 | Time: 3030.42 ms [2021-04-02 22:14:01 main:574] : INFO : Epoch 1869 | loss: 0.0311819 | val_loss: 0.0311925 | Time: 3031.07 ms [2021-04-02 22:14:04 main:574] : INFO : Epoch 1870 | loss: 0.0311821 | val_loss: 0.0311898 | Time: 3017.79 ms [2021-04-02 22:14:07 main:574] : INFO : Epoch 1871 | loss: 0.0311816 | val_loss: 0.0311928 | Time: 3023.8 ms [2021-04-02 22:14:10 main:574] : INFO : Epoch 1872 | loss: 0.0311829 | val_loss: 0.0311957 | Time: 3009.55 ms [2021-04-02 22:14:13 main:574] : INFO : Epoch 1873 | loss: 0.0311838 | val_loss: 0.0311921 | Time: 3107.73 ms [2021-04-02 22:14:16 main:574] : INFO : Epoch 1874 | loss: 0.0311816 | val_loss: 0.0311948 | Time: 3085.15 ms [2021-04-02 22:14:19 main:574] : INFO : Epoch 1875 | loss: 0.0311812 | val_loss: 0.0311912 | Time: 3033.51 ms [2021-04-02 22:14:22 main:574] : INFO : Epoch 1876 | loss: 0.031183 | val_loss: 0.0311911 | Time: 3043.67 ms [2021-04-02 22:14:25 main:574] : INFO : Epoch 1877 | loss: 0.031183 | val_loss: 0.0311976 | Time: 3032.7 ms [2021-04-02 22:14:28 main:574] : INFO : Epoch 1878 | loss: 0.0311839 | val_loss: 0.0311927 | Time: 3057 ms [2021-04-02 22:14:31 main:574] : INFO : Epoch 1879 | loss: 0.0311829 | val_loss: 0.0311948 | Time: 2987.26 ms [2021-04-02 22:14:34 main:574] : INFO : Epoch 1880 | loss: 0.0311827 | val_loss: 0.0311921 | Time: 3061.81 ms [2021-04-02 22:14:37 main:574] : INFO : Epoch 1881 | loss: 0.0311829 | val_loss: 0.0311934 | Time: 2995.02 ms [2021-04-02 22:14:40 main:574] : INFO : Epoch 1882 | loss: 0.031183 | val_loss: 0.0311905 | Time: 3002.49 ms [2021-04-02 22:14:43 main:574] : INFO : Epoch 1883 | loss: 0.0311818 | val_loss: 0.0311899 | Time: 3025.94 ms [2021-04-02 22:14:46 main:574] : INFO : Epoch 1884 | loss: 0.0311816 | val_loss: 0.0311887 | Time: 3006.03 ms [2021-04-02 22:14:49 main:574] : INFO : Epoch 1885 | loss: 0.0311829 | val_loss: 0.0311904 | Time: 3005.56 ms [2021-04-02 22:14:52 main:574] : INFO : Epoch 1886 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 2997.93 ms [2021-04-02 22:14:55 main:574] : INFO : Epoch 1887 | loss: 0.0311815 | val_loss: 0.031188 | Time: 3003.71 ms [2021-04-02 22:14:58 main:574] : INFO : Epoch 1888 | loss: 0.031183 | val_loss: 0.0311878 | Time: 3011.35 ms [2021-04-02 22:15:01 main:574] : INFO : Epoch 1889 | loss: 0.0311834 | val_loss: 0.0311898 | Time: 3001.46 ms [2021-04-02 22:15:04 main:574] : INFO : Epoch 1890 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 3015.45 ms [2021-04-02 22:15:07 main:574] : INFO : Epoch 1891 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 3001.86 ms [2021-04-02 22:15:10 main:574] : INFO : Epoch 1892 | loss: 0.0311781 | val_loss: 0.0311895 | Time: 3002.54 ms [2021-04-02 22:15:13 main:574] : INFO : Epoch 1893 | loss: 0.0311794 | val_loss: 0.0311882 | Time: 2984.97 ms [2021-04-02 22:15:16 main:574] : INFO : Epoch 1894 | loss: 0.0311803 | val_loss: 0.031187 | Time: 3003.73 ms [2021-04-02 22:15:19 main:574] : INFO : Epoch 1895 | loss: 0.0311803 | val_loss: 0.031188 | Time: 2991.87 ms [2021-04-02 22:15:22 main:574] : INFO : Epoch 1896 | loss: 0.0311793 | val_loss: 0.031187 | Time: 3037.31 ms [2021-04-02 22:15:25 main:574] : INFO : Epoch 1897 | loss: 0.0311774 | val_loss: 0.0311842 | Time: 3002.25 ms [2021-04-02 22:15:28 main:574] : INFO : Epoch 1898 | loss: 0.0311772 | val_loss: 0.0311831 | Time: 3012.62 ms [2021-04-02 22:15:31 main:574] : INFO : Epoch 1899 | loss: 0.0311768 | val_loss: 0.0311834 | Time: 2990.94 ms [2021-04-02 22:15:34 main:574] : INFO : Epoch 1900 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 3001.66 ms [2021-04-02 22:15:37 main:574] : INFO : Epoch 1901 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 3004.34 ms [2021-04-02 22:15:40 main:574] : INFO : Epoch 1902 | loss: 0.0311768 | val_loss: 0.0311825 | Time: 2988.05 ms [2021-04-02 22:15:43 main:574] : INFO : Epoch 1903 | loss: 0.031176 | val_loss: 0.0311814 | Time: 3003.26 ms [2021-04-02 22:15:46 main:574] : INFO : Epoch 1904 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 3009.45 ms [2021-04-02 22:15:49 main:574] : INFO : Epoch 1905 | loss: 0.0311769 | val_loss: 0.0311822 | Time: 2974.23 ms [2021-04-02 22:15:52 main:574] : INFO : Epoch 1906 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 3016.74 ms [2021-04-02 22:15:55 main:574] : INFO : Epoch 1907 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 3001.36 ms [2021-04-02 22:15:58 main:574] : INFO : Epoch 1908 | loss: 0.0311756 | val_loss: 0.0311787 | Time: 3017.83 ms [2021-04-02 22:16:01 main:574] : INFO : Epoch 1909 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 2993.32 ms [2021-04-02 22:16:04 main:574] : INFO : Epoch 1910 | loss: 0.031174 | val_loss: 0.0311798 | Time: 3015.81 ms [2021-04-02 22:16:07 main:574] : INFO : Epoch 1911 | loss: 0.0311734 | val_loss: 0.03118 | Time: 3003.09 ms [2021-04-02 22:16:10 main:574] : INFO : Epoch 1912 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 3025.38 ms [2021-04-02 22:16:13 main:574] : INFO : Epoch 1913 | loss: 0.0311745 | val_loss: 0.0311852 | Time: 3005.04 ms [2021-04-02 22:16:16 main:574] : INFO : Epoch 1914 | loss: 0.0311762 | val_loss: 0.0311804 | Time: 2987.7 ms [2021-04-02 22:16:19 main:574] : INFO : Epoch 1915 | loss: 0.031173 | val_loss: 0.0311784 | Time: 3005.31 ms [2021-04-02 22:16:22 main:574] : INFO : Epoch 1916 | loss: 0.0311721 | val_loss: 0.031181 | Time: 3002.11 ms [2021-04-02 22:16:25 main:574] : INFO : Epoch 1917 | loss: 0.0311716 | val_loss: 0.03118 | Time: 2996.26 ms [2021-04-02 22:16:28 main:574] : INFO : Epoch 1918 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 3024.29 ms [2021-04-02 22:16:31 main:574] : INFO : Epoch 1919 | loss: 0.0311713 | val_loss: 0.0311785 | Time: 2990.3 ms [2021-04-02 22:16:34 main:574] : INFO : Epoch 1920 | loss: 0.0311732 | val_loss: 0.0311853 | Time: 2998.74 ms [2021-04-02 22:16:37 main:574] : INFO : Epoch 1921 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 2979.66 ms [2021-04-02 22:16:40 main:574] : INFO : Epoch 1922 | loss: 0.0311738 | val_loss: 0.0311862 | Time: 2992.2 ms [2021-04-02 22:16:43 main:574] : INFO : Epoch 1923 | loss: 0.0311783 | val_loss: 0.031184 | Time: 2992.32 ms [2021-04-02 22:16:46 main:574] : INFO : Epoch 1924 | loss: 0.0311744 | val_loss: 0.0311835 | Time: 3020.86 ms [2021-04-02 22:16:49 main:574] : INFO : Epoch 1925 | loss: 0.0311735 | val_loss: 0.0311817 | Time: 2987.17 ms [2021-04-02 22:16:52 main:574] : INFO : Epoch 1926 | loss: 0.0311747 | val_loss: 0.0311852 | Time: 3001.39 ms [2021-04-02 22:16:55 main:574] : INFO : Epoch 1927 | loss: 0.0311734 | val_loss: 0.0311849 | Time: 3008.43 ms [2021-04-02 22:16:58 main:574] : INFO : Epoch 1928 | loss: 0.0311735 | val_loss: 0.0311833 | Time: 2986.38 ms [2021-04-02 22:17:01 main:574] : INFO : Epoch 1929 | loss: 0.0311731 | val_loss: 0.0311842 | Time: 3003.75 ms [2021-04-02 22:17:04 main:574] : INFO : Epoch 1930 | loss: 0.0311716 | val_loss: 0.0311838 | Time: 3021.5 ms [2021-04-02 22:17:07 main:574] : INFO : Epoch 1931 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 3000.78 ms [2021-04-02 22:17:10 main:574] : INFO : Epoch 1932 | loss: 0.0311709 | val_loss: 0.0311819 | Time: 3007.72 ms [2021-04-02 22:17:13 main:574] : INFO : Epoch 1933 | loss: 0.0311711 | val_loss: 0.0311832 | Time: 3000.68 ms [2021-04-02 22:17:16 main:574] : INFO : Epoch 1934 | loss: 0.0311707 | val_loss: 0.0311825 | Time: 3008.99 ms [2021-04-02 22:17:19 main:574] : INFO : Epoch 1935 | loss: 0.0311704 | val_loss: 0.0311825 | Time: 2993.38 ms [2021-04-02 22:17:22 main:574] : INFO : Epoch 1936 | loss: 0.0311705 | val_loss: 0.0311833 | Time: 2990.83 ms [2021-04-02 22:17:25 main:574] : INFO : Epoch 1937 | loss: 0.0311695 | val_loss: 0.0311827 | Time: 3000.76 ms [2021-04-02 22:17:28 main:574] : INFO : Epoch 1938 | loss: 0.0311712 | val_loss: 0.0311853 | Time: 3004.33 ms [2021-04-02 22:17:31 main:574] : INFO : Epoch 1939 | loss: 0.0311757 | val_loss: 0.0311876 | Time: 2997.74 ms [2021-04-02 22:17:34 main:574] : INFO : Epoch 1940 | loss: 0.0311749 | val_loss: 0.031187 | Time: 3002.84 ms [2021-04-02 22:17:37 main:574] : INFO : Epoch 1941 | loss: 0.0311716 | val_loss: 0.0311828 | Time: 2998.63 ms [2021-04-02 22:17:40 main:574] : INFO : Epoch 1942 | loss: 0.0311724 | val_loss: 0.0311852 | Time: 3002.4 ms [2021-04-02 22:17:43 main:574] : INFO : Epoch 1943 | loss: 0.0311738 | val_loss: 0.0311843 | Time: 3015.22 ms [2021-04-02 22:17:47 main:574] : INFO : Epoch 1944 | loss: 0.0311741 | val_loss: 0.0311825 | Time: 3017 ms [2021-04-02 22:17:50 main:574] : INFO : Epoch 1945 | loss: 0.0311727 | val_loss: 0.0311842 | Time: 2999.76 ms [2021-04-02 22:17:53 main:574] : INFO : Epoch 1946 | loss: 0.0311722 | val_loss: 0.0311836 | Time: 3013.63 ms [2021-04-02 22:17:56 main:574] : INFO : Epoch 1947 | loss: 0.0311743 | val_loss: 0.0311827 | Time: 3011.24 ms [2021-04-02 22:17:59 main:574] : INFO : Epoch 1948 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 3013.06 ms [2021-04-02 22:18:02 main:574] : INFO : Epoch 1949 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 2993.09 ms [2021-04-02 22:18:05 main:574] : INFO : Epoch 1950 | loss: 0.0311707 | val_loss: 0.0311841 | Time: 2995.32 ms [2021-04-02 22:18:08 main:574] : INFO : Epoch 1951 | loss: 0.0311722 | val_loss: 0.0311838 | Time: 3008.88 ms [2021-04-02 22:18:11 main:574] : INFO : Epoch 1952 | loss: 0.0311733 | val_loss: 0.0311827 | Time: 3005.43 ms [2021-04-02 22:18:14 main:574] : INFO : Epoch 1953 | loss: 0.0311731 | val_loss: 0.0311809 | Time: 3031.31 ms [2021-04-02 22:18:17 main:574] : INFO : Epoch 1954 | loss: 0.0311733 | val_loss: 0.0311838 | Time: 3014.89 ms [2021-04-02 22:18:20 main:574] : INFO : Epoch 1955 | loss: 0.0311727 | val_loss: 0.0311812 | Time: 2995.07 ms [2021-04-02 22:18:23 main:574] : INFO : Epoch 1956 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 2984.71 ms [2021-04-02 22:18:26 main:574] : INFO : Epoch 1957 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 3008.06 ms [2021-04-02 22:18:29 main:574] : INFO : Epoch 1958 | loss: 0.0311751 | val_loss: 0.0311866 | Time: 2987.19 ms [2021-04-02 22:18:32 main:574] : INFO : Epoch 1959 | loss: 0.0311796 | val_loss: 0.0311885 | Time: 2995.14 ms [2021-04-02 22:18:35 main:574] : INFO : Epoch 1960 | loss: 0.0311851 | val_loss: 0.0311927 | Time: 3019.08 ms [2021-04-02 22:18:38 main:574] : INFO : Epoch 1961 | loss: 0.0311872 | val_loss: 0.0311913 | Time: 2994.76 ms [2021-04-02 22:18:41 main:574] : INFO : Epoch 1962 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 2987.89 ms [2021-04-02 22:18:44 main:574] : INFO : Epoch 1963 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 2991.52 ms [2021-04-02 22:18:47 main:574] : INFO : Epoch 1964 | loss: 0.031187 | val_loss: 0.0311889 | Time: 3008.42 ms [2021-04-02 22:18:50 main:574] : INFO : Epoch 1965 | loss: 0.0311864 | val_loss: 0.0311886 | Time: 3007.16 ms [2021-04-02 22:18:53 main:574] : INFO : Epoch 1966 | loss: 0.0311852 | val_loss: 0.0311903 | Time: 2999.75 ms [2021-04-02 22:18:56 main:574] : INFO : Epoch 1967 | loss: 0.0311852 | val_loss: 0.0311887 | Time: 2998.65 ms [2021-04-02 22:18:59 main:574] : INFO : Epoch 1968 | loss: 0.0311851 | val_loss: 0.0311874 | Time: 3004.44 ms [2021-04-02 22:19:02 main:574] : INFO : Epoch 1969 | loss: 0.0311847 | val_loss: 0.031188 | Time: 2999.22 ms [2021-04-02 22:19:05 main:574] : INFO : Epoch 1970 | loss: 0.0311846 | val_loss: 0.0311891 | Time: 2985.67 ms [2021-04-02 22:19:08 main:574] : INFO : Epoch 1971 | loss: 0.0311838 | val_loss: 0.0311886 | Time: 3010.09 ms [2021-04-02 22:19:11 main:574] : INFO : Epoch 1972 | loss: 0.0311833 | val_loss: 0.0311877 | Time: 2994.39 ms [2021-04-02 22:19:14 main:574] : INFO : Epoch 1973 | loss: 0.031183 | val_loss: 0.0311927 | Time: 3008.81 ms [2021-04-02 22:19:17 main:574] : INFO : Epoch 1974 | loss: 0.0311847 | val_loss: 0.0311891 | Time: 3029.82 ms [2021-04-02 22:19:20 main:574] : INFO : Epoch 1975 | loss: 0.0311835 | val_loss: 0.0311888 | Time: 3003.3 ms [2021-04-02 22:19:23 main:574] : INFO : Epoch 1976 | loss: 0.0311823 | val_loss: 0.0311892 | Time: 2995.52 ms [2021-04-02 22:19:26 main:574] : INFO : Epoch 1977 | loss: 0.031183 | val_loss: 0.0311883 | Time: 3010.49 ms [2021-04-02 22:19:29 main:574] : INFO : Epoch 1978 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 3005.36 ms [2021-04-02 22:19:32 main:574] : INFO : Epoch 1979 | loss: 0.0311829 | val_loss: 0.0311895 | Time: 3002.43 ms [2021-04-02 22:19:35 main:574] : INFO : Epoch 1980 | loss: 0.0311827 | val_loss: 0.0311878 | Time: 2991.46 ms [2021-04-02 22:19:38 main:574] : INFO : Epoch 1981 | loss: 0.0311824 | val_loss: 0.0311893 | Time: 3020.59 ms [2021-04-02 22:19:41 main:574] : INFO : Epoch 1982 | loss: 0.0311829 | val_loss: 0.0311888 | Time: 3067.04 ms [2021-04-02 22:19:44 main:574] : INFO : Epoch 1983 | loss: 0.0311822 | val_loss: 0.0311893 | Time: 3017.55 ms [2021-04-02 22:19:47 main:574] : INFO : Epoch 1984 | loss: 0.0311815 | val_loss: 0.0311897 | Time: 3003.64 ms [2021-04-02 22:19:50 main:574] : INFO : Epoch 1985 | loss: 0.0311809 | val_loss: 0.0311872 | Time: 2997.48 ms [2021-04-02 22:19:53 main:574] : INFO : Epoch 1986 | loss: 0.0311802 | val_loss: 0.0311877 | Time: 3012.24 ms [2021-04-02 22:19:56 main:574] : INFO : Epoch 1987 | loss: 0.0311808 | val_loss: 0.0311895 | Time: 3025.39 ms [2021-04-02 22:19:59 main:574] : INFO : Epoch 1988 | loss: 0.0311803 | val_loss: 0.0311884 | Time: 3024.96 ms [2021-04-02 22:20:02 main:574] : INFO : Epoch 1989 | loss: 0.0311796 | val_loss: 0.0311873 | Time: 3010.16 ms [2021-04-02 22:20:05 main:574] : INFO : Epoch 1990 | loss: 0.0311807 | val_loss: 0.0311878 | Time: 3009.91 ms [2021-04-02 22:20:08 main:574] : INFO : Epoch 1991 | loss: 0.03118 | val_loss: 0.0311878 | Time: 3007.08 ms [2021-04-02 22:20:11 main:574] : INFO : Epoch 1992 | loss: 0.0311834 | val_loss: 0.0311887 | Time: 3032.94 ms [2021-04-02 22:20:14 main:574] : INFO : Epoch 1993 | loss: 0.0311837 | val_loss: 0.0311888 | Time: 3001.54 ms [2021-04-02 22:20:17 main:574] : INFO : Epoch 1994 | loss: 0.0311831 | val_loss: 0.0311885 | Time: 3008.17 ms [2021-04-02 22:20:20 main:574] : INFO : Epoch 1995 | loss: 0.0311836 | val_loss: 0.031191 | Time: 3012.32 ms [2021-04-02 22:20:23 main:574] : INFO : Epoch 1996 | loss: 0.0311828 | val_loss: 0.031192 | Time: 2990.55 ms [2021-04-02 22:20:26 main:574] : INFO : Epoch 1997 | loss: 0.0311857 | val_loss: 0.0311923 | Time: 3007.51 ms [2021-04-02 22:20:29 main:574] : INFO : Epoch 1998 | loss: 0.031184 | val_loss: 0.0311905 | Time: 3015.84 ms [2021-04-02 22:20:32 main:574] : INFO : Epoch 1999 | loss: 0.0311838 | val_loss: 0.0311899 | Time: 3009.07 ms [2021-04-02 22:20:35 main:574] : INFO : Epoch 2000 | loss: 0.0311823 | val_loss: 0.0311898 | Time: 3030.33 ms [2021-04-02 22:20:38 main:574] : INFO : Epoch 2001 | loss: 0.0311815 | val_loss: 0.0311915 | Time: 3012.75 ms [2021-04-02 22:20:41 main:574] : INFO : Epoch 2002 | loss: 0.0311816 | val_loss: 0.0311887 | Time: 3285.56 ms [2021-04-02 22:20:44 main:574] : INFO : Epoch 2003 | loss: 0.0311817 | val_loss: 0.0311877 | Time: 3016.89 ms [2021-04-02 22:20:48 main:574] : INFO : Epoch 2004 | loss: 0.0311805 | val_loss: 0.0311888 | Time: 3128.5 ms [2021-04-02 22:20:51 main:574] : INFO : Epoch 2005 | loss: 0.03118 | val_loss: 0.0311869 | Time: 3016.22 ms [2021-04-02 22:20:54 main:574] : INFO : Epoch 2006 | loss: 0.031179 | val_loss: 0.0311878 | Time: 3043.2 ms [2021-04-02 22:20:55 main:574] : INFO : Epoch 2007 | loss: 0.0311794 | val_loss: 0.0311907 | Time: 3034.57 ms [2021-04-02 22:20:58 main:574] : INFO : Epoch 2008 | loss: 0.0311807 | val_loss: 0.0311903 | Time: 3026.12 ms [2021-04-02 22:21:01 main:574] : INFO : Epoch 2009 | loss: 0.0311797 | val_loss: 0.0311898 | Time: 3014.45 ms [2021-04-02 22:21:04 main:574] : INFO : Epoch 2010 | loss: 0.0311812 | val_loss: 0.0311954 | Time: 3019.93 ms [2021-04-02 22:21:07 main:574] : INFO : Epoch 2011 | loss: 0.0311838 | val_loss: 0.031189 | Time: 3010.4 ms [2021-04-02 22:21:10 main:574] : INFO : Epoch 2012 | loss: 0.031181 | val_loss: 0.0311896 | Time: 3006.58 ms [2021-04-02 22:21:13 main:574] : INFO : Epoch 2013 | loss: 0.0311797 | val_loss: 0.0311888 | Time: 3002.21 ms [2021-04-02 22:21:16 main:574] : INFO : Epoch 2014 | loss: 0.0311802 | val_loss: 0.0311885 | Time: 3008.58 ms [2021-04-02 22:21:19 main:574] : INFO : Epoch 2015 | loss: 0.0311816 | val_loss: 0.0311919 | Time: 3011.43 ms [2021-04-02 22:21:22 main:574] : INFO : Epoch 2016 | loss: 0.0311824 | val_loss: 0.0311901 | Time: 3013.07 ms [2021-04-02 22:21:25 main:574] : INFO : Epoch 2017 | loss: 0.0311847 | val_loss: 0.0311904 | Time: 3011.58 ms [2021-04-02 22:21:28 main:574] : INFO : Epoch 2018 | loss: 0.0311852 | val_loss: 0.0311906 | Time: 3018.22 ms [2021-04-02 22:21:31 main:574] : INFO : Epoch 2019 | loss: 0.0311848 | val_loss: 0.0311914 | Time: 3005.9 ms [2021-04-02 22:21:34 main:574] : INFO : Epoch 2020 | loss: 0.0311842 | val_loss: 0.0311906 | Time: 2986.31 ms [2021-04-02 22:21:37 main:574] : INFO : Epoch 2021 | loss: 0.0311832 | val_loss: 0.0311925 | Time: 3012.71 ms [2021-04-02 22:21:40 main:574] : INFO : Epoch 2022 | loss: 0.031183 | val_loss: 0.0311893 | Time: 3013.35 ms [2021-04-02 22:21:43 main:574] : INFO : Epoch 2023 | loss: 0.0311815 | val_loss: 0.0311901 | Time: 3002.05 ms [2021-04-02 22:21:46 main:574] : INFO : Epoch 2024 | loss: 0.0311816 | val_loss: 0.031193 | Time: 3016.83 ms [2021-04-02 22:21:49 main:574] : INFO : Epoch 2025 | loss: 0.0311829 | val_loss: 0.0311897 | Time: 3013.5 ms [2021-04-02 22:21:52 main:574] : INFO : Epoch 2026 | loss: 0.0311829 | val_loss: 0.0311956 | Time: 2978.23 ms [2021-04-02 22:21:55 main:574] : INFO : Epoch 2027 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 2988.53 ms [2021-04-02 22:21:58 main:574] : INFO : Epoch 2028 | loss: 0.0311838 | val_loss: 0.0311908 | Time: 3006.55 ms [2021-04-02 22:22:01 main:574] : INFO : Epoch 2029 | loss: 0.0311824 | val_loss: 0.0311887 | Time: 3003.85 ms [2021-04-02 22:22:04 main:574] : INFO : Epoch 2030 | loss: 0.0311802 | val_loss: 0.0311878 | Time: 3040.33 ms [2021-04-02 22:22:07 main:574] : INFO : Epoch 2031 | loss: 0.0311807 | val_loss: 0.0311886 | Time: 3017.2 ms [2021-04-02 22:22:10 main:574] : INFO : Epoch 2032 | loss: 0.0311806 | val_loss: 0.031187 | Time: 3009.66 ms [2021-04-02 22:22:13 main:574] : INFO : Epoch 2033 | loss: 0.0311811 | val_loss: 0.0311864 | Time: 3007.79 ms [2021-04-02 22:22:16 main:574] : INFO : Epoch 2034 | loss: 0.0311792 | val_loss: 0.031187 | Time: 3009.52 ms [2021-04-02 22:22:19 main:574] : INFO : Epoch 2035 | loss: 0.031178 | val_loss: 0.0311866 | Time: 3011.86 ms [2021-04-02 22:22:22 main:574] : INFO : Epoch 2036 | loss: 0.0311833 | val_loss: 0.0311897 | Time: 3016.75 ms [2021-04-02 22:22:25 main:574] : INFO : Epoch 2037 | loss: 0.0311831 | val_loss: 0.0311887 | Time: 3017.94 ms [2021-04-02 22:22:28 main:574] : INFO : Epoch 2038 | loss: 0.0311858 | val_loss: 0.0311875 | Time: 3011.72 ms [2021-04-02 22:22:31 main:574] : INFO : Epoch 2039 | loss: 0.0311839 | val_loss: 0.0311859 | Time: 3000.86 ms [2021-04-02 22:22:34 main:574] : INFO : Epoch 2040 | loss: 0.0311825 | val_loss: 0.0311886 | Time: 2983.35 ms [2021-04-02 22:22:37 main:574] : INFO : Epoch 2041 | loss: 0.0311829 | val_loss: 0.031186 | Time: 3015.15 ms [2021-04-02 22:22:40 main:574] : INFO : Epoch 2042 | loss: 0.0311815 | val_loss: 0.0311881 | Time: 3002.2 ms [2021-04-02 22:22:43 main:574] : INFO : Epoch 2043 | loss: 0.0311821 | val_loss: 0.031188 | Time: 3019.65 ms [2021-04-02 22:22:46 main:574] : INFO : Epoch 2044 | loss: 0.0311808 | val_loss: 0.031185 | Time: 3019.81 ms [2021-04-02 22:22:50 main:574] : INFO : Epoch 2045 | loss: 0.0311798 | val_loss: 0.0311869 | Time: 3033.15 ms [2021-04-02 22:22:53 main:574] : INFO : Epoch 2046 | loss: 0.0311794 | val_loss: 0.0311852 | Time: 3017.86 ms [2021-04-02 22:22:56 main:574] : INFO : Epoch 2047 | loss: 0.0311804 | val_loss: 0.0311854 | Time: 2999.56 ms [2021-04-02 22:22:59 main:574] : INFO : Epoch 2048 | loss: 0.0311805 | val_loss: 0.0311872 | Time: 3019.28 ms [2021-04-02 22:22:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311872 [2021-04-02 22:22:59 main:603] : INFO : Saving end state to config to file [2021-04-02 22:22:59 main:608] : INFO : Success, exiting.. 22:22:59 (15980): 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)