Task 4565919
| Name | ParityModified-1617243644-20708-0_0 |
| Workunit | 2587565 |
| Created | 1 Apr 2021, 2:20:47 UTC |
| Sent | 2 Apr 2021, 13:37:13 UTC |
| Report deadline | 10 Apr 2021, 13:37:13 UTC |
| Received | 3 Apr 2021, 13:09:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6310 |
| Run time | 1 hours 45 min 55 sec |
| CPU time | 1 hours 44 min 57 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 | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1590 | loss: 0.0310068 | val_loss: 0.0313005 | Time: 3117.79 ms [2021-04-03 07:55:58 main:574] : INFO : Epoch 1591 | loss: 0.0310005 | val_loss: 0.0312956 | Time: 3154.36 ms [2021-04-03 07:56:01 main:574] : INFO : Epoch 1592 | loss: 0.0310005 | val_loss: 0.0313021 | Time: 3106.48 ms [2021-04-03 07:56:04 main:574] : INFO : Epoch 1593 | loss: 0.0310018 | val_loss: 0.0312922 | Time: 3129.57 ms [2021-04-03 07:56:07 main:574] : INFO : Epoch 1594 | loss: 0.0310054 | val_loss: 0.0312812 | Time: 3125.86 ms [2021-04-03 07:56:11 main:574] : INFO : Epoch 1595 | loss: 0.0310025 | val_loss: 0.0313162 | Time: 3159.14 ms [2021-04-03 07:56:14 main:574] : INFO : Epoch 1596 | loss: 0.0310024 | val_loss: 0.0312787 | Time: 3142.22 ms [2021-04-03 07:56:17 main:574] : INFO : Epoch 1597 | loss: 0.031008 | val_loss: 0.0312894 | Time: 3197.67 ms [2021-04-03 07:56:20 main:574] : INFO : Epoch 1598 | loss: 0.0310055 | val_loss: 0.0312994 | Time: 3303.66 ms [2021-04-03 07:56:23 main:574] : INFO : Epoch 1599 | loss: 0.0310059 | val_loss: 0.031287 | Time: 3105.59 ms [2021-04-03 07:56:26 main:574] : INFO : Epoch 1600 | loss: 0.0310079 | val_loss: 0.0312982 | Time: 3119.42 ms [2021-04-03 07:56:30 main:574] : INFO : Epoch 1601 | loss: 0.0310039 | val_loss: 0.0312812 | Time: 3131.06 ms [2021-04-03 07:56:33 main:574] : INFO : Epoch 1602 | loss: 0.0310041 | val_loss: 0.031308 | Time: 3129.44 ms [2021-04-03 07:56:36 main:574] : INFO : Epoch 1603 | loss: 0.0310105 | val_loss: 0.0312851 | Time: 3143.95 ms [2021-04-03 07:56:39 main:574] : INFO : Epoch 1604 | loss: 0.0310129 | val_loss: 0.031287 | Time: 3133.73 ms [2021-04-03 07:56:42 main:574] : INFO : Epoch 1605 | loss: 0.0310143 | val_loss: 0.0312716 | Time: 3148.58 ms [2021-04-03 07:56:45 main:574] : INFO : Epoch 1606 | loss: 0.0310019 | val_loss: 0.0312804 | Time: 3101 ms [2021-04-03 07:56:48 main:574] : INFO : Epoch 1607 | loss: 0.0310032 | val_loss: 0.0312765 | Time: 3151.85 ms [2021-04-03 07:56:51 main:574] : INFO : Epoch 1608 | loss: 0.0310025 | val_loss: 0.0312837 | Time: 3112.62 ms [2021-04-03 07:56:55 main:574] : INFO : Epoch 1609 | loss: 0.0310038 | val_loss: 0.0312976 | Time: 3128.59 ms [2021-04-03 07:56:58 main:574] : INFO : Epoch 1610 | loss: 0.0310045 | val_loss: 0.03129 | Time: 3127.64 ms [2021-04-03 07:57:01 main:574] : INFO : Epoch 1611 | loss: 0.0309985 | val_loss: 0.031315 | Time: 3139.02 ms [2021-04-03 07:57:04 main:574] : INFO : Epoch 1612 | loss: 0.031004 | val_loss: 0.031286 | Time: 3130.39 ms [2021-04-03 07:57:07 main:574] : INFO : Epoch 1613 | loss: 0.0310039 | val_loss: 0.0312923 | Time: 3122.91 ms [2021-04-03 07:57:10 main:574] : INFO : Epoch 1614 | loss: 0.0310033 | val_loss: 0.0313125 | Time: 3152.38 ms [2021-04-03 07:57:13 main:574] : INFO : Epoch 1615 | loss: 0.0309983 | val_loss: 0.0312874 | Time: 3128.67 ms [2021-04-03 07:57:17 main:574] : INFO : Epoch 1616 | loss: 0.0310072 | val_loss: 0.0312694 | Time: 3130.9 ms [2021-04-03 07:57:20 main:574] : INFO : Epoch 1617 | loss: 0.0310147 | val_loss: 0.0312917 | Time: 3119.17 ms [2021-04-03 07:57:23 main:574] : INFO : Epoch 1618 | loss: 0.0310041 | val_loss: 0.0312866 | Time: 3125.79 ms [2021-04-03 07:57:26 main:574] : INFO : Epoch 1619 | loss: 0.0310002 | val_loss: 0.0312969 | Time: 3130.42 ms [2021-04-03 07:57:29 main:574] : INFO : Epoch 1620 | loss: 0.0310036 | val_loss: 0.031292 | Time: 3112.28 ms [2021-04-03 07:57:32 main:574] : INFO : Epoch 1621 | loss: 0.0309991 | val_loss: 0.0312806 | Time: 3134.22 ms [2021-04-03 07:57:35 main:574] : INFO : Epoch 1622 | loss: 0.0310043 | val_loss: 0.0312897 | Time: 3117.31 ms [2021-04-03 07:57:38 main:574] : INFO : Epoch 1623 | loss: 0.0310074 | val_loss: 0.031295 | Time: 3139.04 ms [2021-04-03 07:57:42 main:574] : INFO : Epoch 1624 | loss: 0.0310035 | val_loss: 0.0313056 | Time: 3115.79 ms [2021-04-03 07:57:45 main:574] : INFO : Epoch 1625 | loss: 0.0309988 | val_loss: 0.0313119 | Time: 3140.89 ms [2021-04-03 07:57:48 main:574] : INFO : Epoch 1626 | loss: 0.0310016 | val_loss: 0.0312946 | Time: 3116.54 ms [2021-04-03 07:57:51 main:574] : INFO : Epoch 1627 | loss: 0.0310081 | val_loss: 0.0312958 | Time: 3149 ms [2021-04-03 07:57:54 main:574] : INFO : Epoch 1628 | loss: 0.0310024 | val_loss: 0.0312973 | Time: 3108.86 ms [2021-04-03 07:57:57 main:574] : INFO : Epoch 1629 | loss: 0.0310068 | val_loss: 0.0312926 | Time: 3129.87 ms [2021-04-03 07:58:00 main:574] : INFO : Epoch 1630 | loss: 0.031007 | val_loss: 0.0313167 | Time: 3144.19 ms [2021-04-03 07:58:04 main:574] : INFO : Epoch 1631 | loss: 0.031003 | val_loss: 0.0313066 | Time: 3112.4 ms [2021-04-03 07:58:07 main:574] : INFO : Epoch 1632 | loss: 0.031001 | val_loss: 0.0312752 | Time: 3128.14 ms [2021-04-03 07:58:10 main:574] : INFO : Epoch 1633 | loss: 0.0310012 | val_loss: 0.0312863 | Time: 3128.61 ms [2021-04-03 07:58:13 main:574] : INFO : Epoch 1634 | loss: 0.0310005 | val_loss: 0.0313125 | Time: 3130.5 ms [2021-04-03 07:58:16 main:574] : INFO : Epoch 1635 | loss: 0.0310077 | val_loss: 0.0313183 | Time: 3107.83 ms [2021-04-03 07:58:19 main:574] : INFO : Epoch 1636 | loss: 0.0310084 | val_loss: 0.0312822 | Time: 3133.4 ms [2021-04-03 07:58:22 main:574] : INFO : Epoch 1637 | loss: 0.0310036 | val_loss: 0.0313304 | Time: 3142.93 ms [2021-04-03 07:58:25 main:574] : INFO : Epoch 1638 | loss: 0.0310036 | val_loss: 0.0312768 | Time: 3119.31 ms [2021-04-03 07:58:29 main:574] : INFO : Epoch 1639 | loss: 0.0310144 | val_loss: 0.0312992 | Time: 3135.52 ms [2021-04-03 07:58:32 main:574] : INFO : Epoch 1640 | loss: 0.0310085 | val_loss: 0.0312937 | Time: 3143.39 ms [2021-04-03 07:58:35 main:574] : INFO : Epoch 1641 | loss: 0.031005 | val_loss: 0.0313147 | Time: 3124.87 ms [2021-04-03 07:58:38 main:574] : INFO : Epoch 1642 | loss: 0.0310061 | val_loss: 0.0312856 | Time: 3118.1 ms [2021-04-03 07:58:41 main:574] : INFO : Epoch 1643 | loss: 0.0310063 | val_loss: 0.031283 | Time: 3134.77 ms [2021-04-03 07:58:44 main:574] : INFO : Epoch 1644 | loss: 0.0310047 | val_loss: 0.031281 | Time: 3112.04 ms [2021-04-03 07:58:47 main:574] : INFO : Epoch 1645 | loss: 0.0309946 | val_loss: 0.0313043 | Time: 3157.17 ms [2021-04-03 07:58:51 main:574] : INFO : Epoch 1646 | loss: 0.0309952 | val_loss: 0.0312942 | Time: 3123.36 ms [2021-04-03 07:58:54 main:574] : INFO : Epoch 1647 | loss: 0.0310011 | val_loss: 0.0312889 | Time: 3123.85 ms [2021-04-03 07:58:57 main:574] : INFO : Epoch 1648 | loss: 0.031005 | val_loss: 0.0313101 | Time: 3107.81 ms [2021-04-03 07:59:00 main:574] : INFO : Epoch 1649 | loss: 0.0310062 | val_loss: 0.0312831 | Time: 3108.75 ms [2021-04-03 07:59:03 main:574] : INFO : Epoch 1650 | loss: 0.0310018 | val_loss: 0.031316 | Time: 3138.52 ms [2021-04-03 07:59:06 main:574] : INFO : Epoch 1651 | loss: 0.0310113 | val_loss: 0.0312841 | Time: 3114.46 ms [2021-04-03 07:59:09 main:574] : INFO : Epoch 1652 | loss: 0.0310093 | val_loss: 0.0312895 | Time: 3141.23 ms [2021-04-03 07:59:12 main:574] : INFO : Epoch 1653 | loss: 0.0310116 | val_loss: 0.0313109 | Time: 3143.66 ms [2021-04-03 07:59:16 main:574] : INFO : Epoch 1654 | loss: 0.0310029 | val_loss: 0.0312947 | Time: 3143.89 ms [2021-04-03 07:59:19 main:574] : INFO : Epoch 1655 | loss: 0.0310025 | val_loss: 0.0312872 | Time: 3114.08 ms [2021-04-03 07:59:22 main:574] : INFO : Epoch 1656 | loss: 0.0310005 | val_loss: 0.0312992 | Time: 3129.77 ms [2021-04-03 07:59:25 main:574] : INFO : Epoch 1657 | loss: 0.0310032 | val_loss: 0.0313007 | Time: 3123.2 ms [2021-04-03 07:59:28 main:574] : INFO : Epoch 1658 | loss: 0.0310179 | val_loss: 0.0312759 | Time: 3118.94 ms [2021-04-03 07:59:31 main:574] : INFO : Epoch 1659 | loss: 0.0310056 | val_loss: 0.0312992 | Time: 3165.8 ms [2021-04-03 07:59:34 main:574] : INFO : Epoch 1660 | loss: 0.0310049 | val_loss: 0.0312723 | Time: 3117.48 ms [2021-04-03 07:59:38 main:574] : INFO : Epoch 1661 | loss: 0.031005 | val_loss: 0.0313016 | Time: 3157.66 ms [2021-04-03 07:59:41 main:574] : INFO : Epoch 1662 | loss: 0.0310008 | val_loss: 0.0312853 | Time: 3128.28 ms [2021-04-03 07:59:44 main:574] : INFO : Epoch 1663 | loss: 0.0310071 | val_loss: 0.0313072 | Time: 3139.71 ms [2021-04-03 07:59:47 main:574] : INFO : Epoch 1664 | loss: 0.031012 | val_loss: 0.0312928 | Time: 3134.77 ms [2021-04-03 07:59:50 main:574] : INFO : Epoch 1665 | loss: 0.0310061 | val_loss: 0.0312902 | Time: 3118.01 ms [2021-04-03 07:59:53 main:574] : INFO : Epoch 1666 | loss: 0.0309972 | val_loss: 0.0312806 | Time: 3130.21 ms [2021-04-03 07:59:56 main:574] : INFO : Epoch 1667 | loss: 0.0309954 | val_loss: 0.0313176 | Time: 3126.53 ms [2021-04-03 07:59:59 main:574] : INFO : Epoch 1668 | loss: 0.0309969 | val_loss: 0.0312767 | Time: 3123.69 ms [2021-04-03 08:00:03 main:574] : INFO : Epoch 1669 | loss: 0.0310028 | val_loss: 0.0312976 | Time: 3106.05 ms [2021-04-03 08:00:06 main:574] : INFO : Epoch 1670 | loss: 0.0310004 | val_loss: 0.031304 | Time: 3171.16 ms [2021-04-03 08:00:09 main:574] : INFO : Epoch 1671 | loss: 0.0310034 | val_loss: 0.0313266 | Time: 3135.25 ms [2021-04-03 08:00:12 main:574] : INFO : Epoch 1672 | loss: 0.0310075 | val_loss: 0.03127 | Time: 3141.42 ms [2021-04-03 08:00:15 main:574] : INFO : Epoch 1673 | loss: 0.0310092 | val_loss: 0.031288 | Time: 3136.14 ms [2021-04-03 08:00:18 main:574] : INFO : Epoch 1674 | loss: 0.0310026 | val_loss: 0.0312933 | Time: 3128.23 ms [2021-04-03 08:00:21 main:574] : INFO : Epoch 1675 | loss: 0.0310015 | val_loss: 0.0312871 | Time: 3133.29 ms [2021-04-03 08:00:25 main:574] : INFO : Epoch 1676 | loss: 0.0309993 | val_loss: 0.0312856 | Time: 3126.3 ms [2021-04-03 08:00:28 main:574] : INFO : Epoch 1677 | loss: 0.0310071 | val_loss: 0.0312954 | Time: 3146.93 ms [2021-04-03 08:00:31 main:574] : INFO : Epoch 1678 | loss: 0.0310135 | val_loss: 0.0312803 | Time: 3124.01 ms [2021-04-03 08:00:34 main:574] : INFO : Epoch 1679 | loss: 0.0310096 | val_loss: 0.0312822 | Time: 3146.05 ms [2021-04-03 08:00:37 main:574] : INFO : Epoch 1680 | loss: 0.0310091 | val_loss: 0.031302 | Time: 3151.03 ms [2021-04-03 08:00:40 main:574] : INFO : Epoch 1681 | loss: 0.0310086 | val_loss: 0.0312885 | Time: 3134.08 ms [2021-04-03 08:00:43 main:574] : INFO : Epoch 1682 | loss: 0.0310152 | val_loss: 0.0312523 | Time: 3124.33 ms [2021-04-03 08:00:47 main:574] : INFO : Epoch 1683 | loss: 0.0310388 | val_loss: 0.0312706 | Time: 3117.97 ms [2021-04-03 08:00:50 main:574] : INFO : Epoch 1684 | loss: 0.0310072 | val_loss: 0.0312957 | Time: 3141.53 ms [2021-04-03 08:00:53 main:574] : INFO : Epoch 1685 | loss: 0.0309956 | val_loss: 0.031309 | Time: 3115.91 ms [2021-04-03 08:00:56 main:574] : INFO : Epoch 1686 | loss: 0.0309982 | val_loss: 0.031329 | Time: 3147.51 ms [2021-04-03 08:00:59 main:574] : INFO : Epoch 1687 | loss: 0.0310109 | val_loss: 0.0312886 | Time: 3107.32 ms [2021-04-03 08:01:02 main:574] : INFO : Epoch 1688 | loss: 0.0310057 | val_loss: 0.0313036 | Time: 3131.96 ms [2021-04-03 08:01:05 main:574] : INFO : Epoch 1689 | loss: 0.0310139 | val_loss: 0.0312742 | Time: 3138.47 ms [2021-04-03 08:01:08 main:574] : INFO : Epoch 1690 | loss: 0.0310123 | val_loss: 0.0312725 | Time: 3141.25 ms [2021-04-03 08:01:12 main:574] : INFO : Epoch 1691 | loss: 0.0310062 | val_loss: 0.0312984 | Time: 3135.2 ms [2021-04-03 08:01:15 main:574] : INFO : Epoch 1692 | loss: 0.0310031 | val_loss: 0.0312865 | Time: 3125.06 ms [2021-04-03 08:01:18 main:574] : INFO : Epoch 1693 | loss: 0.0310033 | val_loss: 0.0312829 | Time: 3151.98 ms [2021-04-03 08:01:21 main:574] : INFO : Epoch 1694 | loss: 0.0309985 | val_loss: 0.0312949 | Time: 3130.13 ms [2021-04-03 08:01:24 main:574] : INFO : Epoch 1695 | loss: 0.031001 | val_loss: 0.031278 | Time: 3196.14 ms [2021-04-03 08:01:27 main:574] : INFO : Epoch 1696 | loss: 0.031 | val_loss: 0.0313055 | Time: 3113.93 ms [2021-04-03 08:01:30 main:574] : INFO : Epoch 1697 | loss: 0.031007 | val_loss: 0.0312954 | Time: 3126.96 ms [2021-04-03 08:01:34 main:574] : INFO : Epoch 1698 | loss: 0.0310041 | val_loss: 0.0313039 | Time: 3129.26 ms [2021-04-03 08:01:37 main:574] : INFO : Epoch 1699 | loss: 0.0310003 | val_loss: 0.0312845 | Time: 3135.16 ms [2021-04-03 08:01:40 main:574] : INFO : Epoch 1700 | loss: 0.0310004 | val_loss: 0.0313042 | Time: 3123.8 ms [2021-04-03 08:01:43 main:574] : INFO : Epoch 1701 | loss: 0.0310017 | val_loss: 0.0312941 | Time: 3137.61 ms [2021-04-03 08:01:46 main:574] : INFO : Epoch 1702 | loss: 0.0310081 | val_loss: 0.0312803 | Time: 3138.24 ms [2021-04-03 08:01:49 main:574] : INFO : Epoch 1703 | loss: 0.0310074 | val_loss: 0.0312782 | Time: 3114.32 ms [2021-04-03 08:01:52 main:574] : INFO : Epoch 1704 | loss: 0.0310081 | val_loss: 0.031306 | Time: 3124.91 ms [2021-04-03 08:01:56 main:574] : INFO : Epoch 1705 | loss: 0.0310108 | val_loss: 0.0312789 | Time: 3107.79 ms [2021-04-03 08:01:59 main:574] : INFO : Epoch 1706 | loss: 0.0310132 | val_loss: 0.0312787 | Time: 3136.13 ms [2021-04-03 08:02:02 main:574] : INFO : Epoch 1707 | loss: 0.0310049 | val_loss: 0.0312632 | Time: 3117.18 ms [2021-04-03 08:02:05 main:574] : INFO : Epoch 1708 | loss: 0.0310056 | val_loss: 0.0312798 | Time: 3132.59 ms [2021-04-03 08:02:08 main:574] : INFO : Epoch 1709 | loss: 0.0310101 | val_loss: 0.0312787 | Time: 3141.03 ms [2021-04-03 08:02:11 main:574] : INFO : Epoch 1710 | loss: 0.0310053 | val_loss: 0.0312818 | Time: 3131.28 ms [2021-04-03 08:02:14 main:574] : INFO : Epoch 1711 | loss: 0.0310169 | val_loss: 0.0312825 | Time: 3108.02 ms [2021-04-03 08:02:17 main:574] : INFO : Epoch 1712 | loss: 0.0310175 | val_loss: 0.0312792 | Time: 3124.17 ms [2021-04-03 08:02:21 main:574] : INFO : Epoch 1713 | loss: 0.0310064 | val_loss: 0.0312886 | Time: 3152.57 ms [2021-04-03 08:02:24 main:574] : INFO : Epoch 1714 | loss: 0.0310072 | val_loss: 0.0312766 | Time: 3109.23 ms [2021-04-03 08:02:27 main:574] : INFO : Epoch 1715 | loss: 0.0310062 | val_loss: 0.0313015 | Time: 3127.6 ms [2021-04-03 08:02:30 main:574] : INFO : Epoch 1716 | loss: 0.0310006 | val_loss: 0.0312916 | Time: 3111.77 ms [2021-04-03 08:02:33 main:574] : INFO : Epoch 1717 | loss: 0.0310083 | val_loss: 0.0312932 | Time: 3151.45 ms [2021-04-03 08:02:36 main:574] : INFO : Epoch 1718 | loss: 0.0310069 | val_loss: 0.0313041 | Time: 3136.75 ms [2021-04-03 08:02:39 main:574] : INFO : Epoch 1719 | loss: 0.0310059 | val_loss: 0.0313 | Time: 3143.76 ms [2021-04-03 08:02:43 main:574] : INFO : Epoch 1720 | loss: 0.0309973 | val_loss: 0.0312989 | Time: 3138.63 ms [2021-04-03 08:02:46 main:574] : INFO : Epoch 1721 | loss: 0.0310002 | val_loss: 0.0312934 | Time: 3139.24 ms [2021-04-03 08:02:49 main:574] : INFO : Epoch 1722 | loss: 0.0310046 | val_loss: 0.0312883 | Time: 3152.18 ms [2021-04-03 08:02:52 main:574] : INFO : Epoch 1723 | loss: 0.0309985 | val_loss: 0.0312948 | Time: 3123.56 ms [2021-04-03 08:02:55 main:574] : INFO : Epoch 1724 | loss: 0.0309995 | val_loss: 0.0312957 | Time: 3120.75 ms [2021-04-03 08:02:58 main:574] : INFO : Epoch 1725 | loss: 0.0310005 | val_loss: 0.0313042 | Time: 3098.11 ms [2021-04-03 08:03:01 main:574] : INFO : Epoch 1726 | loss: 0.0310052 | val_loss: 0.031277 | Time: 3153.84 ms [2021-04-03 08:03:04 main:574] : INFO : Epoch 1727 | loss: 0.0310037 | val_loss: 0.031289 | Time: 3125.39 ms [2021-04-03 08:03:08 main:574] : INFO : Epoch 1728 | loss: 0.0309974 | val_loss: 0.0313021 | Time: 3126.44 ms [2021-04-03 08:03:11 main:574] : INFO : Epoch 1729 | loss: 0.030996 | val_loss: 0.031315 | Time: 3147.23 ms [2021-04-03 08:03:14 main:574] : INFO : Epoch 1730 | loss: 0.031005 | val_loss: 0.031274 | Time: 3116.68 ms [2021-04-03 08:03:17 main:574] : INFO : Epoch 1731 | loss: 0.0310088 | val_loss: 0.0312771 | Time: 3137.32 ms [2021-04-03 08:03:20 main:574] : INFO : Epoch 1732 | loss: 0.0309976 | val_loss: 0.0313024 | Time: 3108.99 ms [2021-04-03 08:03:23 main:574] : INFO : Epoch 1733 | loss: 0.0310028 | val_loss: 0.0312787 | Time: 3132.48 ms [2021-04-03 08:03:26 main:574] : INFO : Epoch 1734 | loss: 0.0310081 | val_loss: 0.0312937 | Time: 3118.16 ms [2021-04-03 08:03:30 main:574] : INFO : Epoch 1735 | loss: 0.0310089 | val_loss: 0.0312961 | Time: 3150.99 ms [2021-04-03 08:03:33 main:574] : INFO : Epoch 1736 | loss: 0.0310066 | val_loss: 0.0312967 | Time: 3152.02 ms [2021-04-03 08:03:36 main:574] : INFO : Epoch 1737 | loss: 0.030997 | val_loss: 0.0312919 | Time: 3137.52 ms [2021-04-03 08:03:39 main:574] : INFO : Epoch 1738 | loss: 0.0309979 | val_loss: 0.0313058 | Time: 3143.75 ms [2021-04-03 08:03:42 main:574] : INFO : Epoch 1739 | loss: 0.0310007 | val_loss: 0.031301 | Time: 3121.16 ms [2021-04-03 08:03:45 main:574] : INFO : Epoch 1740 | loss: 0.0309977 | val_loss: 0.0313035 | Time: 3159.53 ms [2021-04-03 08:03:48 main:574] : INFO : Epoch 1741 | loss: 0.0310038 | val_loss: 0.0312891 | Time: 3107.7 ms [2021-04-03 08:03:51 main:574] : INFO : Epoch 1742 | loss: 0.0310098 | val_loss: 0.0312912 | Time: 3139.58 ms [2021-04-03 08:03:55 main:574] : INFO : Epoch 1743 | loss: 0.031006 | val_loss: 0.0312862 | Time: 3131.11 ms [2021-04-03 08:03:58 main:574] : INFO : Epoch 1744 | loss: 0.0310052 | val_loss: 0.0312841 | Time: 3120.17 ms [2021-04-03 08:04:01 main:574] : INFO : Epoch 1745 | loss: 0.031006 | val_loss: 0.0312908 | Time: 3140.05 ms [2021-04-03 08:04:04 main:574] : INFO : Epoch 1746 | loss: 0.0310123 | val_loss: 0.0312837 | Time: 3110.06 ms [2021-04-03 08:04:07 main:574] : INFO : Epoch 1747 | loss: 0.0310033 | val_loss: 0.031307 | Time: 3162.57 ms [2021-04-03 08:04:10 main:574] : INFO : Epoch 1748 | loss: 0.0309946 | val_loss: 0.0312851 | Time: 3130.27 ms [2021-04-03 08:04:13 main:574] : INFO : Epoch 1749 | loss: 0.0310054 | val_loss: 0.031302 | Time: 3156.33 ms [2021-04-03 08:04:17 main:574] : INFO : Epoch 1750 | loss: 0.0310094 | val_loss: 0.0313039 | Time: 3127.59 ms [2021-04-03 08:04:20 main:574] : INFO : Epoch 1751 | loss: 0.030999 | val_loss: 0.031314 | Time: 3144.61 ms [2021-04-03 08:04:23 main:574] : INFO : Epoch 1752 | loss: 0.0309999 | val_loss: 0.0313164 | Time: 3139.16 ms [2021-04-03 08:04:26 main:574] : INFO : Epoch 1753 | loss: 0.0310072 | val_loss: 0.031267 | Time: 3120.99 ms [2021-04-03 08:04:29 main:574] : INFO : Epoch 1754 | loss: 0.0309985 | val_loss: 0.0312959 | Time: 3141.15 ms [2021-04-03 08:04:32 main:574] : INFO : Epoch 1755 | loss: 0.0310019 | val_loss: 0.0312771 | Time: 3125.83 ms [2021-04-03 08:04:35 main:574] : INFO : Epoch 1756 | loss: 0.0309983 | val_loss: 0.0312861 | Time: 3141.41 ms [2021-04-03 08:04:39 main:574] : INFO : Epoch 1757 | loss: 0.0310019 | val_loss: 0.0312947 | Time: 3126.86 ms [2021-04-03 08:04:42 main:574] : INFO : Epoch 1758 | loss: 0.0310044 | val_loss: 0.0312904 | Time: 3126.79 ms [2021-04-03 08:04:45 main:574] : INFO : Epoch 1759 | loss: 0.0310027 | val_loss: 0.031279 | Time: 3113.89 ms [2021-04-03 08:04:48 main:574] : INFO : Epoch 1760 | loss: 0.0310038 | val_loss: 0.0312947 | Time: 3141.91 ms [2021-04-03 08:04:51 main:574] : INFO : Epoch 1761 | loss: 0.0309994 | val_loss: 0.0312959 | Time: 3141.59 ms [2021-04-03 08:04:54 main:574] : INFO : Epoch 1762 | loss: 0.0309971 | val_loss: 0.0312886 | Time: 3150.96 ms [2021-04-03 08:04:57 main:574] : INFO : Epoch 1763 | loss: 0.0310035 | val_loss: 0.0312779 | Time: 3136.05 ms [2021-04-03 08:05:01 main:574] : INFO : Epoch 1764 | loss: 0.0309977 | val_loss: 0.031292 | Time: 3122.25 ms [2021-04-03 08:05:04 main:574] : INFO : Epoch 1765 | loss: 0.0310004 | val_loss: 0.031286 | Time: 3151.29 ms [2021-04-03 08:05:07 main:574] : INFO : Epoch 1766 | loss: 0.0310113 | val_loss: 0.0313093 | Time: 3135.22 ms [2021-04-03 08:05:10 main:574] : INFO : Epoch 1767 | loss: 0.0310132 | val_loss: 0.0312738 | Time: 3135.14 ms [2021-04-03 08:05:13 main:574] : INFO : Epoch 1768 | loss: 0.031017 | val_loss: 0.0313016 | Time: 3129.09 ms [2021-04-03 08:05:16 main:574] : INFO : Epoch 1769 | loss: 0.0312999 | val_loss: 0.031765 | Time: 3132.37 ms [2021-04-03 08:05:19 main:574] : INFO : Epoch 1770 | loss: 0.0392913 | val_loss: 0.0322346 | Time: 3140.77 ms [2021-04-03 08:05:22 main:574] : INFO : Epoch 1771 | loss: 0.0735081 | val_loss: 0.0339075 | Time: 3121.33 ms [2021-04-03 08:05:26 main:574] : INFO : Epoch 1772 | loss: 0.0344312 | val_loss: 0.0334148 | Time: 3131.19 ms [2021-04-03 08:05:29 main:574] : INFO : Epoch 1773 | loss: 0.031984 | val_loss: 0.0315282 | Time: 3117.91 ms [2021-04-03 08:05:32 main:574] : INFO : Epoch 1774 | loss: 0.03139 | val_loss: 0.0313114 | Time: 3129.73 ms [2021-04-03 08:05:35 main:574] : INFO : Epoch 1775 | loss: 0.0312989 | val_loss: 0.0312813 | Time: 3114.68 ms [2021-04-03 08:05:38 main:574] : INFO : Epoch 1776 | loss: 0.0312739 | val_loss: 0.0312686 | Time: 3126.55 ms [2021-04-03 08:05:41 main:574] : INFO : Epoch 1777 | loss: 0.0312643 | val_loss: 0.0312622 | Time: 3115.15 ms [2021-04-03 08:05:44 main:574] : INFO : Epoch 1778 | loss: 0.0312595 | val_loss: 0.0312588 | Time: 3135.09 ms [2021-04-03 08:05:48 main:574] : INFO : Epoch 1779 | loss: 0.0312568 | val_loss: 0.0312568 | Time: 3141.89 ms [2021-04-03 08:05:51 main:574] : INFO : Epoch 1780 | loss: 0.031255 | val_loss: 0.031256 | Time: 3122.33 ms [2021-04-03 08:05:54 main:574] : INFO : Epoch 1781 | loss: 0.0312538 | val_loss: 0.0312548 | Time: 3123.9 ms [2021-04-03 08:05:57 main:574] : INFO : Epoch 1782 | loss: 0.031253 | val_loss: 0.0312538 | Time: 3143.99 ms [2021-04-03 08:06:00 main:574] : INFO : Epoch 1783 | loss: 0.0312523 | val_loss: 0.0312535 | Time: 3129.62 ms [2021-04-03 08:06:03 main:574] : INFO : Epoch 1784 | loss: 0.0312519 | val_loss: 0.0312534 | Time: 3111.45 ms [2021-04-03 08:06:06 main:574] : INFO : Epoch 1785 | loss: 0.0312517 | val_loss: 0.0312529 | Time: 3141.7 ms [2021-04-03 08:06:09 main:574] : INFO : Epoch 1786 | loss: 0.0312514 | val_loss: 0.0312527 | Time: 3178.41 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GT 1030) [2021-04-03 21:55:10 main:435] : INFO : Set logging level to 1 [2021-04-03 21:55:10 main:441] : INFO : Running in BOINC Client mode [2021-04-03 21:55:10 main:444] : INFO : Resolving all filenames [2021-04-03 21:55:10 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-04-03 21:55:10 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1617243644-20708-0_0_r1923375761_1 (exists = 1) [2021-04-03 21:55:10 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1617243644-20708-0_0_r1923375761_0 (exists = 0) [2021-04-03 21:55:10 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-04-03 21:55:10 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-04-03 21:55:10 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-04-03 21:55:10 main:474] : INFO : Configuration: [2021-04-03 21:55:10 main:475] : INFO : Model type: GRU [2021-04-03 21:55:10 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-04-03 21:55:10 main:477] : INFO : Max Epochs: 2048 [2021-04-03 21:55:10 main:478] : INFO : Batch Size: 128 [2021-04-03 21:55:10 main:479] : INFO : Learning Rate: 0.01 [2021-04-03 21:55:10 main:480] : INFO : Patience: 10 [2021-04-03 21:55:10 main:481] : INFO : Hidden Width: 12 [2021-04-03 21:55:10 main:482] : INFO : # Recurrent Layers: 4 [2021-04-03 21:55:10 main:483] : INFO : # Backend Layers: 4 [2021-04-03 21:55:10 main:484] : INFO : # Threads: 1 [2021-04-03 21:55:10 main:486] : INFO : Preparing Dataset [2021-04-03 21:55:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-03 21:55:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-03 21:55:14 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-04-03 21:55:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-03 21:55:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-03 21:55:14 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-04-03 21:55:14 main:494] : INFO : Creating Model [2021-04-03 21:55:14 main:507] : INFO : Preparing config file [2021-04-03 21:55:14 main:511] : INFO : Found checkpoint, attempting to load... [2021-04-03 21:55:14 main:512] : INFO : Loading config [2021-04-03 21:55:14 main:514] : INFO : Loading state [2021-04-03 21:55:16 main:559] : INFO : Loading DataLoader into Memory [2021-04-03 21:55:16 main:562] : INFO : Starting Training [2021-04-03 21:55:20 main:574] : INFO : Epoch 1768 | loss: 0.0311221 | val_loss: 0.0312583 | Time: 3976.35 ms [2021-04-03 21:55:23 main:574] : INFO : Epoch 1769 | loss: 0.0310588 | val_loss: 0.0312785 | Time: 3082.39 ms [2021-04-03 21:55:26 main:574] : INFO : Epoch 1770 | loss: 0.0310217 | val_loss: 0.0312803 | Time: 3072.45 ms [2021-04-03 21:55:29 main:574] : INFO : Epoch 1771 | loss: 0.031017 | val_loss: 0.031273 | Time: 3042.32 ms [2021-04-03 21:55:32 main:574] : INFO : Epoch 1772 | loss: 0.0310055 | val_loss: 0.0312854 | Time: 3028.37 ms [2021-04-03 21:55:35 main:574] : INFO : Epoch 1773 | loss: 0.0310062 | val_loss: 0.0312848 | Time: 3050.41 ms [2021-04-03 21:55:38 main:574] : INFO : Epoch 1774 | loss: 0.031003 | val_loss: 0.0312864 | Time: 3045.5 ms [2021-04-03 21:55:41 main:574] : INFO : Epoch 1775 | loss: 0.0310029 | val_loss: 0.0312906 | Time: 3032.15 ms [2021-04-03 21:55:44 main:574] : INFO : Epoch 1776 | loss: 0.0310061 | val_loss: 0.0312793 | Time: 3013.77 ms [2021-04-03 21:55:47 main:574] : INFO : Epoch 1777 | loss: 0.0310134 | val_loss: 0.0312907 | Time: 3031.81 ms [2021-04-03 21:55:50 main:574] : INFO : Epoch 1778 | loss: 0.0310057 | val_loss: 0.0312835 | Time: 3036.28 ms [2021-04-03 21:55:53 main:574] : INFO : Epoch 1779 | loss: 0.0310032 | val_loss: 0.0312813 | Time: 3040.96 ms [2021-04-03 21:55:56 main:574] : INFO : Epoch 1780 | loss: 0.0310061 | val_loss: 0.0312806 | Time: 3027.7 ms [2021-04-03 21:55:59 main:574] : INFO : Epoch 1781 | loss: 0.0309972 | val_loss: 0.0312843 | Time: 3027.27 ms [2021-04-03 21:56:02 main:574] : INFO : Epoch 1782 | loss: 0.030999 | val_loss: 0.0312951 | Time: 3034.02 ms [2021-04-03 21:56:05 main:574] : INFO : Epoch 1783 | loss: 0.0310082 | val_loss: 0.0312664 | Time: 3031.59 ms [2021-04-03 21:56:09 main:574] : INFO : Epoch 1784 | loss: 0.0310116 | val_loss: 0.0313072 | Time: 3150.85 ms [2021-04-03 21:56:12 main:574] : INFO : Epoch 1785 | loss: 0.031005 | val_loss: 0.0313018 | Time: 3091.58 ms [2021-04-03 21:56:15 main:574] : INFO : Epoch 1786 | loss: 0.0310085 | val_loss: 0.031301 | Time: 3105.39 ms [2021-04-03 21:56:18 main:574] : INFO : Epoch 1787 | loss: 0.0310019 | val_loss: 0.0312902 | Time: 3053.17 ms [2021-04-03 21:56:21 main:574] : INFO : Epoch 1788 | loss: 0.0310044 | val_loss: 0.031273 | Time: 3105.49 ms [2021-04-03 21:56:22 main:574] : INFO : Epoch 1789 | loss: 0.0310075 | val_loss: 0.0312893 | Time: 3059.65 ms [2021-04-03 21:56:25 main:574] : INFO : Epoch 1790 | loss: 0.0310078 | val_loss: 0.031294 | Time: 3054.73 ms [2021-04-03 21:56:28 main:574] : INFO : Epoch 1791 | loss: 0.0310068 | val_loss: 0.0312824 | Time: 3048.89 ms [2021-04-03 21:56:31 main:574] : INFO : Epoch 1792 | loss: 0.0310084 | val_loss: 0.0312983 | Time: 3077.95 ms [2021-04-03 21:56:34 main:574] : INFO : Epoch 1793 | loss: 0.0310063 | val_loss: 0.0312969 | Time: 3039.05 ms [2021-04-03 21:56:37 main:574] : INFO : Epoch 1794 | loss: 0.0310103 | val_loss: 0.0312701 | Time: 3052.86 ms [2021-04-03 21:56:40 main:574] : INFO : Epoch 1795 | loss: 0.0310122 | val_loss: 0.0312797 | Time: 3059.08 ms [2021-04-03 21:56:44 main:574] : INFO : Epoch 1796 | loss: 0.0310107 | val_loss: 0.0312785 | Time: 3080.3 ms [2021-04-03 21:56:47 main:574] : INFO : Epoch 1797 | loss: 0.0310109 | val_loss: 0.0312992 | Time: 3062 ms [2021-04-03 21:56:50 main:574] : INFO : Epoch 1798 | loss: 0.0310102 | val_loss: 0.0312779 | Time: 3039.13 ms [2021-04-03 21:56:53 main:574] : INFO : Epoch 1799 | loss: 0.0310059 | val_loss: 0.0312845 | Time: 3057.92 ms [2021-04-03 21:56:56 main:574] : INFO : Epoch 1800 | loss: 0.0310065 | val_loss: 0.0312832 | Time: 3062.67 ms [2021-04-03 21:56:59 main:574] : INFO : Epoch 1801 | loss: 0.0310027 | val_loss: 0.0312861 | Time: 3062.35 ms [2021-04-03 21:57:02 main:574] : INFO : Epoch 1802 | loss: 0.0309995 | val_loss: 0.0312932 | Time: 3059.04 ms [2021-04-03 21:57:05 main:574] : INFO : Epoch 1803 | loss: 0.0309988 | val_loss: 0.0312997 | Time: 3061.96 ms [2021-04-03 21:57:08 main:574] : INFO : Epoch 1804 | loss: 0.0310003 | val_loss: 0.0313028 | Time: 3157.94 ms [2021-04-03 21:57:11 main:574] : INFO : Epoch 1805 | loss: 0.0310003 | val_loss: 0.0313129 | Time: 3098.13 ms [2021-04-03 21:57:14 main:574] : INFO : Epoch 1806 | loss: 0.031003 | val_loss: 0.0312942 | Time: 3080.66 ms [2021-04-03 21:57:17 main:574] : INFO : Epoch 1807 | loss: 0.0310082 | val_loss: 0.0312787 | Time: 3081.69 ms [2021-04-03 21:57:21 main:574] : INFO : Epoch 1808 | loss: 0.0310005 | val_loss: 0.0312907 | Time: 3097.94 ms [2021-04-03 21:57:24 main:574] : INFO : Epoch 1809 | loss: 0.0309996 | val_loss: 0.0312933 | Time: 3083.38 ms [2021-04-03 21:57:27 main:574] : INFO : Epoch 1810 | loss: 0.0310148 | val_loss: 0.0312684 | Time: 3081.38 ms [2021-04-03 21:57:30 main:574] : INFO : Epoch 1811 | loss: 0.0310069 | val_loss: 0.0313043 | Time: 3132.14 ms [2021-04-03 21:57:33 main:574] : INFO : Epoch 1812 | loss: 0.0309987 | val_loss: 0.0313034 | Time: 3070.88 ms [2021-04-03 21:57:36 main:574] : INFO : Epoch 1813 | loss: 0.0310002 | val_loss: 0.0313052 | Time: 3100.3 ms [2021-04-03 21:57:39 main:574] : INFO : Epoch 1814 | loss: 0.0310012 | val_loss: 0.0312981 | Time: 3076.55 ms [2021-04-03 21:57:42 main:574] : INFO : Epoch 1815 | loss: 0.0309951 | val_loss: 0.0312983 | Time: 3083.13 ms [2021-04-03 21:57:45 main:574] : INFO : Epoch 1816 | loss: 0.031004 | val_loss: 0.0312802 | Time: 3107.83 ms [2021-04-03 21:57:48 main:574] : INFO : Epoch 1817 | loss: 0.0310113 | val_loss: 0.0312847 | Time: 3080.31 ms [2021-04-03 21:57:51 main:574] : INFO : Epoch 1818 | loss: 0.0310128 | val_loss: 0.0312844 | Time: 3087.09 ms [2021-04-03 21:57:55 main:574] : INFO : Epoch 1819 | loss: 0.0310091 | val_loss: 0.0313039 | Time: 3067.94 ms [2021-04-03 21:57:58 main:574] : INFO : Epoch 1820 | loss: 0.0310099 | val_loss: 0.0313103 | Time: 3086.83 ms [2021-04-03 21:58:01 main:574] : INFO : Epoch 1821 | loss: 0.0310034 | val_loss: 0.0312908 | Time: 3054.63 ms [2021-04-03 21:58:04 main:574] : INFO : Epoch 1822 | loss: 0.0310079 | val_loss: 0.0313021 | Time: 3084.72 ms [2021-04-03 21:58:07 main:574] : INFO : Epoch 1823 | loss: 0.0310193 | val_loss: 0.0312861 | Time: 3083.34 ms [2021-04-03 21:58:10 main:574] : INFO : Epoch 1824 | loss: 0.0310233 | val_loss: 0.0312883 | Time: 3086.77 ms [2021-04-03 21:58:13 main:574] : INFO : Epoch 1825 | loss: 0.0310048 | val_loss: 0.031291 | Time: 3072.75 ms [2021-04-03 21:58:16 main:574] : INFO : Epoch 1826 | loss: 0.0310058 | val_loss: 0.0312695 | Time: 3064.69 ms [2021-04-03 21:58:19 main:574] : INFO : Epoch 1827 | loss: 0.0310107 | val_loss: 0.031294 | Time: 3062.7 ms [2021-04-03 21:58:22 main:574] : INFO : Epoch 1828 | loss: 0.0310092 | val_loss: 0.0312737 | Time: 3093.57 ms [2021-04-03 21:58:25 main:574] : INFO : Epoch 1829 | loss: 0.0310057 | val_loss: 0.0313047 | Time: 3073.5 ms [2021-04-03 21:58:28 main:574] : INFO : Epoch 1830 | loss: 0.0310024 | val_loss: 0.0312777 | Time: 3090.27 ms [2021-04-03 21:58:32 main:574] : INFO : Epoch 1831 | loss: 0.0310011 | val_loss: 0.0312994 | Time: 3079.34 ms [2021-04-03 21:58:35 main:574] : INFO : Epoch 1832 | loss: 0.0310011 | val_loss: 0.0313004 | Time: 3067.31 ms [2021-04-03 21:58:38 main:574] : INFO : Epoch 1833 | loss: 0.0310024 | val_loss: 0.03128 | Time: 3085.21 ms [2021-04-03 21:58:41 main:574] : INFO : Epoch 1834 | loss: 0.0310125 | val_loss: 0.0312973 | Time: 3087.6 ms [2021-04-03 21:58:44 main:574] : INFO : Epoch 1835 | loss: 0.0310046 | val_loss: 0.03125 | Time: 3060.76 ms [2021-04-03 21:58:47 main:574] : INFO : Epoch 1836 | loss: 0.0310098 | val_loss: 0.0312966 | Time: 3080.67 ms [2021-04-03 21:58:50 main:574] : INFO : Epoch 1837 | loss: 0.0310098 | val_loss: 0.0313029 | Time: 3075.28 ms [2021-04-03 21:58:53 main:574] : INFO : Epoch 1838 | loss: 0.0309979 | val_loss: 0.0312974 | Time: 3069.77 ms [2021-04-03 21:58:56 main:574] : INFO : Epoch 1839 | loss: 0.0310037 | val_loss: 0.0312878 | Time: 3084.34 ms [2021-04-03 21:58:59 main:574] : INFO : Epoch 1840 | loss: 0.0310055 | val_loss: 0.0312911 | Time: 3083.78 ms [2021-04-03 21:59:02 main:574] : INFO : Epoch 1841 | loss: 0.0310037 | val_loss: 0.0313032 | Time: 3087.14 ms [2021-04-03 21:59:05 main:574] : INFO : Epoch 1842 | loss: 0.0310098 | val_loss: 0.0312924 | Time: 3088.64 ms [2021-04-03 21:59:09 main:574] : INFO : Epoch 1843 | loss: 0.0310028 | val_loss: 0.0312978 | Time: 3104.94 ms [2021-04-03 21:59:12 main:574] : INFO : Epoch 1844 | loss: 0.0309906 | val_loss: 0.0313005 | Time: 3072.41 ms [2021-04-03 21:59:15 main:574] : INFO : Epoch 1845 | loss: 0.0309942 | val_loss: 0.0313028 | Time: 3092.25 ms [2021-04-03 21:59:18 main:574] : INFO : Epoch 1846 | loss: 0.0310023 | val_loss: 0.0312955 | Time: 3089.75 ms [2021-04-03 21:59:21 main:574] : INFO : Epoch 1847 | loss: 0.0310085 | val_loss: 0.0312647 | Time: 3047.61 ms [2021-04-03 21:59:24 main:574] : INFO : Epoch 1848 | loss: 0.03101 | val_loss: 0.031296 | Time: 3082.8 ms [2021-04-03 21:59:27 main:574] : INFO : Epoch 1849 | loss: 0.0309983 | val_loss: 0.0312979 | Time: 3085 ms [2021-04-03 21:59:30 main:574] : INFO : Epoch 1850 | loss: 0.0310127 | val_loss: 0.0312978 | Time: 3064.97 ms [2021-04-03 21:59:33 main:574] : INFO : Epoch 1851 | loss: 0.031004 | val_loss: 0.0312993 | Time: 3097.34 ms [2021-04-03 21:59:36 main:574] : INFO : Epoch 1852 | loss: 0.0310055 | val_loss: 0.0312893 | Time: 3097.54 ms [2021-04-03 21:59:39 main:574] : INFO : Epoch 1853 | loss: 0.0309947 | val_loss: 0.031321 | Time: 3078.22 ms [2021-04-03 21:59:42 main:574] : INFO : Epoch 1854 | loss: 0.0310045 | val_loss: 0.0312975 | Time: 3082.5 ms [2021-04-03 21:59:46 main:574] : INFO : Epoch 1855 | loss: 0.0310023 | val_loss: 0.0313103 | Time: 3071.63 ms [2021-04-03 21:59:49 main:574] : INFO : Epoch 1856 | loss: 0.0309979 | val_loss: 0.0312886 | Time: 3101.17 ms [2021-04-03 21:59:52 main:574] : INFO : Epoch 1857 | loss: 0.0310015 | val_loss: 0.0312942 | Time: 3064.28 ms [2021-04-03 21:59:55 main:574] : INFO : Epoch 1858 | loss: 0.0309991 | val_loss: 0.0312945 | Time: 3093.35 ms [2021-04-03 21:59:58 main:574] : INFO : Epoch 1859 | loss: 0.031006 | val_loss: 0.0313131 | Time: 3069.01 ms [2021-04-03 22:00:01 main:574] : INFO : Epoch 1860 | loss: 0.0310072 | val_loss: 0.0312907 | Time: 3080.14 ms [2021-04-03 22:00:04 main:574] : INFO : Epoch 1861 | loss: 0.0310004 | val_loss: 0.0312935 | Time: 3067.85 ms [2021-04-03 22:00:07 main:574] : INFO : Epoch 1862 | loss: 0.0310028 | val_loss: 0.0312915 | Time: 3092.85 ms [2021-04-03 22:00:10 main:574] : INFO : Epoch 1863 | loss: 0.0310094 | val_loss: 0.0312935 | Time: 3072.53 ms [2021-04-03 22:00:13 main:574] : INFO : Epoch 1864 | loss: 0.0310037 | val_loss: 0.0312912 | Time: 3079.38 ms [2021-04-03 22:00:16 main:574] : INFO : Epoch 1865 | loss: 0.0309972 | val_loss: 0.0313082 | Time: 3073.31 ms [2021-04-03 22:00:19 main:574] : INFO : Epoch 1866 | loss: 0.0310016 | val_loss: 0.0312892 | Time: 3059.75 ms [2021-04-03 22:00:22 main:574] : INFO : Epoch 1867 | loss: 0.0310019 | val_loss: 0.0312884 | Time: 3063.54 ms [2021-04-03 22:00:26 main:574] : INFO : Epoch 1868 | loss: 0.0310046 | val_loss: 0.031299 | Time: 3079.98 ms [2021-04-03 22:00:29 main:574] : INFO : Epoch 1869 | loss: 0.031 | val_loss: 0.0312847 | Time: 3086.27 ms [2021-04-03 22:00:32 main:574] : INFO : Epoch 1870 | loss: 0.0309985 | val_loss: 0.0312907 | Time: 3077.57 ms [2021-04-03 22:00:35 main:574] : INFO : Epoch 1871 | loss: 0.0310042 | val_loss: 0.0313026 | Time: 3080.03 ms [2021-04-03 22:00:38 main:574] : INFO : Epoch 1872 | loss: 0.0310011 | val_loss: 0.0312766 | Time: 3066.35 ms [2021-04-03 22:00:41 main:574] : INFO : Epoch 1873 | loss: 0.0309934 | val_loss: 0.03132 | Time: 3100.35 ms [2021-04-03 22:00:44 main:574] : INFO : Epoch 1874 | loss: 0.0309985 | val_loss: 0.0312924 | Time: 3078.07 ms [2021-04-03 22:00:47 main:574] : INFO : Epoch 1875 | loss: 0.0310095 | val_loss: 0.0313155 | Time: 3080.13 ms [2021-04-03 22:00:50 main:574] : INFO : Epoch 1876 | loss: 0.0310196 | val_loss: 0.0313007 | Time: 3098.18 ms [2021-04-03 22:00:53 main:574] : INFO : Epoch 1877 | loss: 0.031004 | val_loss: 0.0313113 | Time: 3087.55 ms [2021-04-03 22:00:56 main:574] : INFO : Epoch 1878 | loss: 0.0310048 | val_loss: 0.0312754 | Time: 3075.92 ms [2021-04-03 22:00:59 main:574] : INFO : Epoch 1879 | loss: 0.0310078 | val_loss: 0.0312882 | Time: 3072.2 ms [2021-04-03 22:01:03 main:574] : INFO : Epoch 1880 | loss: 0.0310068 | val_loss: 0.0313129 | Time: 3082.69 ms [2021-04-03 22:01:06 main:574] : INFO : Epoch 1881 | loss: 0.0310022 | val_loss: 0.0312816 | Time: 3071.42 ms [2021-04-03 22:01:09 main:574] : INFO : Epoch 1882 | loss: 0.0310027 | val_loss: 0.0312848 | Time: 3083.15 ms [2021-04-03 22:01:12 main:574] : INFO : Epoch 1883 | loss: 0.0310121 | val_loss: 0.0312941 | Time: 3091.24 ms [2021-04-03 22:01:15 main:574] : INFO : Epoch 1884 | loss: 0.0310271 | val_loss: 0.0313098 | Time: 3076.38 ms [2021-04-03 22:01:18 main:574] : INFO : Epoch 1885 | loss: 0.0310458 | val_loss: 0.0317348 | Time: 3092.07 ms [2021-04-03 22:01:21 main:574] : INFO : Epoch 1886 | loss: 0.0314676 | val_loss: 0.0314002 | Time: 3089.43 ms [2021-04-03 22:01:24 main:574] : INFO : Epoch 1887 | loss: 0.0313166 | val_loss: 0.0312286 | Time: 3087.08 ms [2021-04-03 22:01:27 main:574] : INFO : Epoch 1888 | loss: 0.0311537 | val_loss: 0.0312158 | Time: 3071.72 ms [2021-04-03 22:01:30 main:574] : INFO : Epoch 1889 | loss: 0.0311016 | val_loss: 0.0312285 | Time: 3075.42 ms [2021-04-03 22:01:33 main:574] : INFO : Epoch 1890 | loss: 0.0310717 | val_loss: 0.0312377 | Time: 3103.18 ms [2021-04-03 22:01:37 main:574] : INFO : Epoch 1891 | loss: 0.0310457 | val_loss: 0.0312749 | Time: 3077.49 ms [2021-04-03 22:01:40 main:574] : INFO : Epoch 1892 | loss: 0.0310345 | val_loss: 0.0312757 | Time: 3094.38 ms [2021-04-03 22:01:43 main:574] : INFO : Epoch 1893 | loss: 0.0310232 | val_loss: 0.0312827 | Time: 3076.31 ms [2021-04-03 22:01:46 main:574] : INFO : Epoch 1894 | loss: 0.0310172 | val_loss: 0.0312709 | Time: 3097.3 ms [2021-04-03 22:01:49 main:574] : INFO : Epoch 1895 | loss: 0.0310162 | val_loss: 0.0312753 | Time: 3070.29 ms [2021-04-03 22:01:52 main:574] : INFO : Epoch 1896 | loss: 0.0310107 | val_loss: 0.031303 | Time: 3077.84 ms [2021-04-03 22:01:55 main:574] : INFO : Epoch 1897 | loss: 0.0310097 | val_loss: 0.0312813 | Time: 3094.46 ms [2021-04-03 22:01:58 main:574] : INFO : Epoch 1898 | loss: 0.0310069 | val_loss: 0.0312965 | Time: 3083.24 ms [2021-04-03 22:02:01 main:574] : INFO : Epoch 1899 | loss: 0.0309994 | val_loss: 0.0312811 | Time: 3085.93 ms [2021-04-03 22:02:04 main:574] : INFO : Epoch 1900 | loss: 0.0309944 | val_loss: 0.0312992 | Time: 3068.12 ms [2021-04-03 22:02:07 main:574] : INFO : Epoch 1901 | loss: 0.0309975 | val_loss: 0.0312913 | Time: 3071.53 ms [2021-04-03 22:02:10 main:574] : INFO : Epoch 1902 | loss: 0.031 | val_loss: 0.0313033 | Time: 3091.36 ms [2021-04-03 22:02:14 main:574] : INFO : Epoch 1903 | loss: 0.0310096 | val_loss: 0.0312902 | Time: 3140.73 ms [2021-04-03 22:02:17 main:574] : INFO : Epoch 1904 | loss: 0.0310077 | val_loss: 0.0313042 | Time: 3078.47 ms [2021-04-03 22:02:20 main:574] : INFO : Epoch 1905 | loss: 0.0310066 | val_loss: 0.0312859 | Time: 3101.28 ms [2021-04-03 22:02:23 main:574] : INFO : Epoch 1906 | loss: 0.031008 | val_loss: 0.0312971 | Time: 3076.65 ms [2021-04-03 22:02:26 main:574] : INFO : Epoch 1907 | loss: 0.0310064 | val_loss: 0.031282 | Time: 3087.13 ms [2021-04-03 22:02:29 main:574] : INFO : Epoch 1908 | loss: 0.0310007 | val_loss: 0.0312738 | Time: 3065.9 ms [2021-04-03 22:02:32 main:574] : INFO : Epoch 1909 | loss: 0.0309987 | val_loss: 0.0313062 | Time: 3092 ms [2021-04-03 22:02:35 main:574] : INFO : Epoch 1910 | loss: 0.0309991 | val_loss: 0.0312908 | Time: 3079.25 ms [2021-04-03 22:02:38 main:574] : INFO : Epoch 1911 | loss: 0.0309999 | val_loss: 0.0312946 | Time: 3077.76 ms [2021-04-03 22:02:41 main:574] : INFO : Epoch 1912 | loss: 0.0310054 | val_loss: 0.0312764 | Time: 3091.99 ms [2021-04-03 22:02:44 main:574] : INFO : Epoch 1913 | loss: 0.0310017 | val_loss: 0.0312984 | Time: 3087.93 ms [2021-04-03 22:02:48 main:574] : INFO : Epoch 1914 | loss: 0.0309982 | val_loss: 0.03126 | Time: 3079.31 ms [2021-04-03 22:02:51 main:574] : INFO : Epoch 1915 | loss: 0.0310105 | val_loss: 0.0312898 | Time: 3080.52 ms [2021-04-03 22:02:54 main:574] : INFO : Epoch 1916 | loss: 0.0310026 | val_loss: 0.0312782 | Time: 3100.12 ms [2021-04-03 22:02:57 main:574] : INFO : Epoch 1917 | loss: 0.031007 | val_loss: 0.0312589 | Time: 3059.35 ms [2021-04-03 22:03:00 main:574] : INFO : Epoch 1918 | loss: 0.0310026 | val_loss: 0.0312784 | Time: 3093.82 ms [2021-04-03 22:03:03 main:574] : INFO : Epoch 1919 | loss: 0.0310093 | val_loss: 0.0312994 | Time: 3062.48 ms [2021-04-03 22:03:06 main:574] : INFO : Epoch 1920 | loss: 0.0310189 | val_loss: 0.0312975 | Time: 3110.05 ms [2021-04-03 22:03:09 main:574] : INFO : Epoch 1921 | loss: 0.0310147 | val_loss: 0.0312679 | Time: 3092.85 ms [2021-04-03 22:03:12 main:574] : INFO : Epoch 1922 | loss: 0.0310093 | val_loss: 0.0312851 | Time: 3088.16 ms [2021-04-03 22:03:15 main:574] : INFO : Epoch 1923 | loss: 0.0310022 | val_loss: 0.0312951 | Time: 3081.89 ms [2021-04-03 22:03:18 main:574] : INFO : Epoch 1924 | loss: 0.0310058 | val_loss: 0.0312709 | Time: 3064.91 ms [2021-04-03 22:03:22 main:574] : INFO : Epoch 1925 | loss: 0.0310007 | val_loss: 0.0313017 | Time: 3101.9 ms [2021-04-03 22:03:25 main:574] : INFO : Epoch 1926 | loss: 0.0310047 | val_loss: 0.0313065 | Time: 3084.82 ms [2021-04-03 22:03:28 main:574] : INFO : Epoch 1927 | loss: 0.0310065 | val_loss: 0.0312944 | Time: 3083.92 ms [2021-04-03 22:03:31 main:574] : INFO : Epoch 1928 | loss: 0.0309985 | val_loss: 0.0312996 | Time: 3080.08 ms [2021-04-03 22:03:34 main:574] : INFO : Epoch 1929 | loss: 0.0309962 | val_loss: 0.0312849 | Time: 3093.23 ms [2021-04-03 22:03:37 main:574] : INFO : Epoch 1930 | loss: 0.0310067 | val_loss: 0.0312956 | Time: 3074.96 ms [2021-04-03 22:03:40 main:574] : INFO : Epoch 1931 | loss: 0.0310001 | val_loss: 0.0313071 | Time: 3076.31 ms [2021-04-03 22:03:43 main:574] : INFO : Epoch 1932 | loss: 0.0310019 | val_loss: 0.0312939 | Time: 3078.89 ms [2021-04-03 22:03:46 main:574] : INFO : Epoch 1933 | loss: 0.0310039 | val_loss: 0.0313361 | Time: 3087.71 ms [2021-04-03 22:03:49 main:574] : INFO : Epoch 1934 | loss: 0.030999 | val_loss: 0.0312849 | Time: 3075.1 ms [2021-04-03 22:03:52 main:574] : INFO : Epoch 1935 | loss: 0.0309982 | val_loss: 0.0312823 | Time: 3084.41 ms [2021-04-03 22:03:55 main:574] : INFO : Epoch 1936 | loss: 0.0310068 | val_loss: 0.0313126 | Time: 3082.31 ms [2021-04-03 22:03:59 main:574] : INFO : Epoch 1937 | loss: 0.031015 | val_loss: 0.031278 | Time: 3083.67 ms [2021-04-03 22:04:02 main:574] : INFO : Epoch 1938 | loss: 0.0310045 | val_loss: 0.0312913 | Time: 3090.96 ms [2021-04-03 22:04:05 main:574] : INFO : Epoch 1939 | loss: 0.0310012 | val_loss: 0.0313148 | Time: 3094.15 ms [2021-04-03 22:04:08 main:574] : INFO : Epoch 1940 | loss: 0.0310006 | val_loss: 0.0312741 | Time: 3108.89 ms [2021-04-03 22:04:11 main:574] : INFO : Epoch 1941 | loss: 0.0310088 | val_loss: 0.0312905 | Time: 3091.5 ms [2021-04-03 22:04:14 main:574] : INFO : Epoch 1942 | loss: 0.0310089 | val_loss: 0.0312908 | Time: 3094.77 ms [2021-04-03 22:04:17 main:574] : INFO : Epoch 1943 | loss: 0.0310047 | val_loss: 0.0313088 | Time: 3075.82 ms [2021-04-03 22:04:20 main:574] : INFO : Epoch 1944 | loss: 0.0310021 | val_loss: 0.0312912 | Time: 3111.99 ms [2021-04-03 22:04:23 main:574] : INFO : Epoch 1945 | loss: 0.0310038 | val_loss: 0.0313053 | Time: 3076.19 ms [2021-04-03 22:04:26 main:574] : INFO : Epoch 1946 | loss: 0.0310065 | val_loss: 0.0312917 | Time: 3096.26 ms [2021-04-03 22:04:30 main:574] : INFO : Epoch 1947 | loss: 0.0310082 | val_loss: 0.0312914 | Time: 3077.56 ms [2021-04-03 22:04:33 main:574] : INFO : Epoch 1948 | loss: 0.0310072 | val_loss: 0.0313162 | Time: 3074.81 ms [2021-04-03 22:04:36 main:574] : INFO : Epoch 1949 | loss: 0.0310105 | val_loss: 0.0312615 | Time: 3084.82 ms [2021-04-03 22:04:39 main:574] : INFO : Epoch 1950 | loss: 0.0310103 | val_loss: 0.0313104 | Time: 3102.28 ms [2021-04-03 22:04:42 main:574] : INFO : Epoch 1951 | loss: 0.0310047 | val_loss: 0.0312853 | Time: 3107.74 ms [2021-04-03 22:04:45 main:574] : INFO : Epoch 1952 | loss: 0.0310045 | val_loss: 0.031307 | Time: 3077.66 ms [2021-04-03 22:04:48 main:574] : INFO : Epoch 1953 | loss: 0.0310029 | val_loss: 0.0312814 | Time: 3089.33 ms [2021-04-03 22:04:51 main:574] : INFO : Epoch 1954 | loss: 0.0309968 | val_loss: 0.0312911 | Time: 3090.16 ms [2021-04-03 22:04:54 main:574] : INFO : Epoch 1955 | loss: 0.0310137 | val_loss: 0.0313003 | Time: 3094.83 ms [2021-04-03 22:04:57 main:574] : INFO : Epoch 1956 | loss: 0.0310081 | val_loss: 0.031284 | Time: 3092.34 ms [2021-04-03 22:05:00 main:574] : INFO : Epoch 1957 | loss: 0.0310117 | val_loss: 0.0312856 | Time: 3095.02 ms [2021-04-03 22:05:04 main:574] : INFO : Epoch 1958 | loss: 0.0310011 | val_loss: 0.0313187 | Time: 3088.22 ms [2021-04-03 22:05:07 main:574] : INFO : Epoch 1959 | loss: 0.0309987 | val_loss: 0.031289 | Time: 3100.87 ms [2021-04-03 22:05:10 main:574] : INFO : Epoch 1960 | loss: 0.0310051 | val_loss: 0.0313024 | Time: 3082.46 ms [2021-04-03 22:05:13 main:574] : INFO : Epoch 1961 | loss: 0.0310115 | val_loss: 0.031278 | Time: 3094.5 ms [2021-04-03 22:05:16 main:574] : INFO : Epoch 1962 | loss: 0.0310025 | val_loss: 0.0313025 | Time: 3077.37 ms [2021-04-03 22:05:19 main:574] : INFO : Epoch 1963 | loss: 0.0310013 | val_loss: 0.0313106 | Time: 3087.9 ms [2021-04-03 22:05:22 main:574] : INFO : Epoch 1964 | loss: 0.0309987 | val_loss: 0.0312958 | Time: 3078.62 ms [2021-04-03 22:05:25 main:574] : INFO : Epoch 1965 | loss: 0.0309974 | val_loss: 0.0313049 | Time: 3089.59 ms [2021-04-03 22:05:28 main:574] : INFO : Epoch 1966 | loss: 0.0309972 | val_loss: 0.0312993 | Time: 3081.63 ms [2021-04-03 22:05:31 main:574] : INFO : Epoch 1967 | loss: 0.0310028 | val_loss: 0.0312832 | Time: 3077.27 ms [2021-04-03 22:05:34 main:574] : INFO : Epoch 1968 | loss: 0.0310032 | val_loss: 0.0312888 | Time: 3097.24 ms [2021-04-03 22:05:38 main:574] : INFO : Epoch 1969 | loss: 0.0309954 | val_loss: 0.0312838 | Time: 3092.81 ms [2021-04-03 22:05:41 main:574] : INFO : Epoch 1970 | loss: 0.0310022 | val_loss: 0.0312828 | Time: 3078.37 ms [2021-04-03 22:05:44 main:574] : INFO : Epoch 1971 | loss: 0.0309988 | val_loss: 0.0313023 | Time: 3087.81 ms [2021-04-03 22:05:47 main:574] : INFO : Epoch 1972 | loss: 0.0310066 | val_loss: 0.0312969 | Time: 3088.34 ms [2021-04-03 22:05:50 main:574] : INFO : Epoch 1973 | loss: 0.031 | val_loss: 0.0313023 | Time: 3068.2 ms [2021-04-03 22:05:53 main:574] : INFO : Epoch 1974 | loss: 0.0310022 | val_loss: 0.0312875 | Time: 3100.53 ms [2021-04-03 22:05:56 main:574] : INFO : Epoch 1975 | loss: 0.0310015 | val_loss: 0.0313037 | Time: 3078.91 ms [2021-04-03 22:05:59 main:574] : INFO : Epoch 1976 | loss: 0.0309983 | val_loss: 0.0312958 | Time: 3092.61 ms [2021-04-03 22:06:02 main:574] : INFO : Epoch 1977 | loss: 0.0309996 | val_loss: 0.0312874 | Time: 3121.81 ms [2021-04-03 22:06:05 main:574] : INFO : Epoch 1978 | loss: 0.0310106 | val_loss: 0.0312645 | Time: 3082.3 ms [2021-04-03 22:06:08 main:574] : INFO : Epoch 1979 | loss: 0.0310133 | val_loss: 0.0312884 | Time: 3113.01 ms [2021-04-03 22:06:12 main:574] : INFO : Epoch 1980 | loss: 0.031004 | val_loss: 0.0312922 | Time: 3060.58 ms [2021-04-03 22:06:15 main:574] : INFO : Epoch 1981 | loss: 0.0310061 | val_loss: 0.0312827 | Time: 3129.3 ms [2021-04-03 22:06:18 main:574] : INFO : Epoch 1982 | loss: 0.0310048 | val_loss: 0.0312806 | Time: 3092.68 ms [2021-04-03 22:06:21 main:574] : INFO : Epoch 1983 | loss: 0.0310019 | val_loss: 0.0312992 | Time: 3116.73 ms [2021-04-03 22:06:24 main:574] : INFO : Epoch 1984 | loss: 0.0310003 | val_loss: 0.031311 | Time: 3092.26 ms [2021-04-03 22:06:27 main:574] : INFO : Epoch 1985 | loss: 0.0309973 | val_loss: 0.031295 | Time: 3110.15 ms [2021-04-03 22:06:30 main:574] : INFO : Epoch 1986 | loss: 0.030999 | val_loss: 0.0313112 | Time: 3087.68 ms [2021-04-03 22:06:33 main:574] : INFO : Epoch 1987 | loss: 0.0310011 | val_loss: 0.0312793 | Time: 3076.55 ms [2021-04-03 22:06:36 main:574] : INFO : Epoch 1988 | loss: 0.0310067 | val_loss: 0.0312626 | Time: 3090.71 ms [2021-04-03 22:06:39 main:574] : INFO : Epoch 1989 | loss: 0.0310157 | val_loss: 0.0313047 | Time: 3106.72 ms [2021-04-03 22:06:43 main:574] : INFO : Epoch 1990 | loss: 0.0310106 | val_loss: 0.0313125 | Time: 3074.45 ms [2021-04-03 22:06:46 main:574] : INFO : Epoch 1991 | loss: 0.0310027 | val_loss: 0.03127 | Time: 3084.18 ms [2021-04-03 22:06:49 main:574] : INFO : Epoch 1992 | loss: 0.0309974 | val_loss: 0.0312939 | Time: 3106.44 ms [2021-04-03 22:06:52 main:574] : INFO : Epoch 1993 | loss: 0.0309996 | val_loss: 0.0312873 | Time: 3092.04 ms [2021-04-03 22:06:55 main:574] : INFO : Epoch 1994 | loss: 0.0310057 | val_loss: 0.0312769 | Time: 3087.13 ms [2021-04-03 22:06:58 main:574] : INFO : Epoch 1995 | loss: 0.0310137 | val_loss: 0.0312959 | Time: 3104.2 ms [2021-04-03 22:07:01 main:574] : INFO : Epoch 1996 | loss: 0.0310046 | val_loss: 0.0312811 | Time: 3111.02 ms [2021-04-03 22:07:04 main:574] : INFO : Epoch 1997 | loss: 0.0310035 | val_loss: 0.0313023 | Time: 3082.32 ms [2021-04-03 22:07:07 main:574] : INFO : Epoch 1998 | loss: 0.0310014 | val_loss: 0.0312925 | Time: 3129.07 ms [2021-04-03 22:07:10 main:574] : INFO : Epoch 1999 | loss: 0.0310016 | val_loss: 0.0312849 | Time: 3104.14 ms [2021-04-03 22:07:14 main:574] : INFO : Epoch 2000 | loss: 0.0309989 | val_loss: 0.0312946 | Time: 3118.87 ms [2021-04-03 22:07:17 main:574] : INFO : Epoch 2001 | loss: 0.0309979 | val_loss: 0.0312905 | Time: 3086.72 ms [2021-04-03 22:07:20 main:574] : INFO : Epoch 2002 | loss: 0.0310019 | val_loss: 0.0313231 | Time: 3117.5 ms [2021-04-03 22:07:23 main:574] : INFO : Epoch 2003 | loss: 0.0310039 | val_loss: 0.0312709 | Time: 3096.81 ms [2021-04-03 22:07:26 main:574] : INFO : Epoch 2004 | loss: 0.031011 | val_loss: 0.0313084 | Time: 3103.42 ms [2021-04-03 22:07:29 main:574] : INFO : Epoch 2005 | loss: 0.0310088 | val_loss: 0.0312917 | Time: 3102.56 ms [2021-04-03 22:07:32 main:574] : INFO : Epoch 2006 | loss: 0.0310151 | val_loss: 0.0312704 | Time: 3098.14 ms [2021-04-03 22:07:35 main:574] : INFO : Epoch 2007 | loss: 0.0310195 | val_loss: 0.031308 | Time: 3097.45 ms [2021-04-03 22:07:38 main:574] : INFO : Epoch 2008 | loss: 0.0310115 | val_loss: 0.0312688 | Time: 3084.1 ms [2021-04-03 22:07:42 main:574] : INFO : Epoch 2009 | loss: 0.0310051 | val_loss: 0.0313168 | Time: 3116.86 ms [2021-04-03 22:07:45 main:574] : INFO : Epoch 2010 | loss: 0.0309971 | val_loss: 0.0313101 | Time: 3106.92 ms [2021-04-03 22:07:48 main:574] : INFO : Epoch 2011 | loss: 0.0310032 | val_loss: 0.0312709 | Time: 3097.4 ms [2021-04-03 22:07:51 main:574] : INFO : Epoch 2012 | loss: 0.0309972 | val_loss: 0.031306 | Time: 3109.87 ms [2021-04-03 22:07:54 main:574] : INFO : Epoch 2013 | loss: 0.0309961 | val_loss: 0.0312979 | Time: 3119.16 ms [2021-04-03 22:07:57 main:574] : INFO : Epoch 2014 | loss: 0.0310127 | val_loss: 0.0312939 | Time: 3109.88 ms [2021-04-03 22:08:00 main:574] : INFO : Epoch 2015 | loss: 0.0310219 | val_loss: 0.0313078 | Time: 3108.53 ms [2021-04-03 22:08:03 main:574] : INFO : Epoch 2016 | loss: 0.0310035 | val_loss: 0.031277 | Time: 3101.17 ms [2021-04-03 22:08:06 main:574] : INFO : Epoch 2017 | loss: 0.0310027 | val_loss: 0.0312979 | Time: 3091.44 ms [2021-04-03 22:08:10 main:574] : INFO : Epoch 2018 | loss: 0.0310066 | val_loss: 0.0312756 | Time: 3113.88 ms [2021-04-03 22:08:13 main:574] : INFO : Epoch 2019 | loss: 0.0310079 | val_loss: 0.0313011 | Time: 3105.75 ms [2021-04-03 22:08:16 main:574] : INFO : Epoch 2020 | loss: 0.0310039 | val_loss: 0.0312944 | Time: 3103.58 ms [2021-04-03 22:08:19 main:574] : INFO : Epoch 2021 | loss: 0.0309991 | val_loss: 0.0313076 | Time: 3090.7 ms [2021-04-03 22:08:22 main:574] : INFO : Epoch 2022 | loss: 0.0310084 | val_loss: 0.0312787 | Time: 3103.53 ms [2021-04-03 22:08:25 main:574] : INFO : Epoch 2023 | loss: 0.0310032 | val_loss: 0.0312875 | Time: 3086.55 ms [2021-04-03 22:08:28 main:574] : INFO : Epoch 2024 | loss: 0.0310008 | val_loss: 0.031298 | Time: 3102.25 ms [2021-04-03 22:08:31 main:574] : INFO : Epoch 2025 | loss: 0.0310017 | val_loss: 0.0312996 | Time: 3111.77 ms [2021-04-03 22:08:34 main:574] : INFO : Epoch 2026 | loss: 0.031007 | val_loss: 0.0312891 | Time: 3095.76 ms [2021-04-03 22:08:37 main:574] : INFO : Epoch 2027 | loss: 0.0310053 | val_loss: 0.0313274 | Time: 3100.68 ms [2021-04-03 22:08:41 main:574] : INFO : Epoch 2028 | loss: 0.0310067 | val_loss: 0.0313036 | Time: 3098.48 ms [2021-04-03 22:08:44 main:574] : INFO : Epoch 2029 | loss: 0.031004 | val_loss: 0.0312838 | Time: 3092.97 ms [2021-04-03 22:08:47 main:574] : INFO : Epoch 2030 | loss: 0.03101 | val_loss: 0.0313127 | Time: 3121.68 ms [2021-04-03 22:08:50 main:574] : INFO : Epoch 2031 | loss: 0.0310103 | val_loss: 0.0312897 | Time: 3092.59 ms [2021-04-03 22:08:53 main:574] : INFO : Epoch 2032 | loss: 0.0310042 | val_loss: 0.031286 | Time: 3103.28 ms [2021-04-03 22:08:56 main:574] : INFO : Epoch 2033 | loss: 0.0310002 | val_loss: 0.0312988 | Time: 3105.76 ms [2021-04-03 22:08:59 main:574] : INFO : Epoch 2034 | loss: 0.0310042 | val_loss: 0.0312906 | Time: 3080.63 ms [2021-04-03 22:09:02 main:574] : INFO : Epoch 2035 | loss: 0.03101 | val_loss: 0.0312693 | Time: 3105.54 ms [2021-04-03 22:09:05 main:574] : INFO : Epoch 2036 | loss: 0.031006 | val_loss: 0.0312734 | Time: 3110.63 ms [2021-04-03 22:09:09 main:574] : INFO : Epoch 2037 | loss: 0.0310057 | val_loss: 0.0312906 | Time: 3153.46 ms [2021-04-03 22:09:12 main:574] : INFO : Epoch 2038 | loss: 0.0310032 | val_loss: 0.0312897 | Time: 3105.24 ms [2021-04-03 22:09:15 main:574] : INFO : Epoch 2039 | loss: 0.0309978 | val_loss: 0.0313082 | Time: 3078.98 ms [2021-04-03 22:09:18 main:574] : INFO : Epoch 2040 | loss: 0.0309963 | val_loss: 0.0312941 | Time: 3106.74 ms [2021-04-03 22:09:21 main:574] : INFO : Epoch 2041 | loss: 0.0310038 | val_loss: 0.0313025 | Time: 3104.15 ms [2021-04-03 22:09:24 main:574] : INFO : Epoch 2042 | loss: 0.0309991 | val_loss: 0.0312837 | Time: 3084.82 ms [2021-04-03 22:09:27 main:574] : INFO : Epoch 2043 | loss: 0.0310022 | val_loss: 0.0313225 | Time: 3079.69 ms [2021-04-03 22:09:30 main:574] : INFO : Epoch 2044 | loss: 0.0310149 | val_loss: 0.0312942 | Time: 3093.66 ms [2021-04-03 22:09:33 main:574] : INFO : Epoch 2045 | loss: 0.0310076 | val_loss: 0.0312824 | Time: 3087.01 ms [2021-04-03 22:09:36 main:574] : INFO : Epoch 2046 | loss: 0.0310058 | val_loss: 0.0312677 | Time: 3108.27 ms [2021-04-03 22:09:40 main:574] : INFO : Epoch 2047 | loss: 0.0310022 | val_loss: 0.0312847 | Time: 3094.84 ms [2021-04-03 22:09:43 main:574] : INFO : Epoch 2048 | loss: 0.0310064 | val_loss: 0.0312987 | Time: 3114.66 ms [2021-04-03 22:09:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312987 [2021-04-03 22:09:43 main:603] : INFO : Saving end state to config to file [2021-04-03 22:09:43 main:608] : INFO : Success, exiting.. 22:09:43 (16004): 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)