Task 7464519
| Name | ParityModified-1631734872-19130-1_0 |
| Workunit | 5132809 |
| Created | 19 Sep 2021, 20:26:25 UTC |
| Sent | 26 Sep 2021, 4:33:15 UTC |
| Report deadline | 3 Oct 2021, 4:33:15 UTC |
| Received | 26 Sep 2021, 8:58:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 2 hours 57 min 36 sec |
| CPU time | 2 hours 49 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0.0312136 | Time: 5063.96 ms [2021-09-26 01:54:27 main:574] : INFO : Epoch 1583 | loss: 0.031083 | val_loss: 0.0312076 | Time: 5117.56 ms [2021-09-26 01:54:32 main:574] : INFO : Epoch 1584 | loss: 0.0310845 | val_loss: 0.0312098 | Time: 5045.93 ms [2021-09-26 01:54:37 main:574] : INFO : Epoch 1585 | loss: 0.0310978 | val_loss: 0.0312104 | Time: 5131.55 ms [2021-09-26 01:54:43 main:574] : INFO : Epoch 1586 | loss: 0.0310915 | val_loss: 0.0312045 | Time: 5271.39 ms [2021-09-26 01:54:48 main:574] : INFO : Epoch 1587 | loss: 0.0310911 | val_loss: 0.0312086 | Time: 5127.72 ms [2021-09-26 01:54:53 main:574] : INFO : Epoch 1588 | loss: 0.0310948 | val_loss: 0.0311982 | Time: 5012.74 ms [2021-09-26 01:54:58 main:574] : INFO : Epoch 1589 | loss: 0.0310922 | val_loss: 0.0312019 | Time: 5102.15 ms [2021-09-26 01:55:03 main:574] : INFO : Epoch 1590 | loss: 0.0310888 | val_loss: 0.0312026 | Time: 5227.29 ms [2021-09-26 01:55:08 main:574] : INFO : Epoch 1591 | loss: 0.0310881 | val_loss: 0.0312053 | Time: 5100.74 ms [2021-09-26 01:55:15 main:574] : INFO : Epoch 1592 | loss: 0.0310965 | val_loss: 0.0312006 | Time: 5424.73 ms [2021-09-26 01:55:20 main:574] : INFO : Epoch 1593 | loss: 0.031102 | val_loss: 0.0311972 | Time: 5603.31 ms [2021-09-26 01:55:26 main:574] : INFO : Epoch 1594 | loss: 0.0310932 | val_loss: 0.0312044 | Time: 5155.32 ms [2021-09-26 01:55:31 main:574] : INFO : Epoch 1595 | loss: 0.0310929 | val_loss: 0.0312091 | Time: 5239.02 ms [2021-09-26 01:55:36 main:574] : INFO : Epoch 1596 | loss: 0.031095 | val_loss: 0.0312066 | Time: 5000.45 ms [2021-09-26 01:55:41 main:574] : INFO : Epoch 1597 | loss: 0.0310897 | val_loss: 0.0311976 | Time: 4950.7 ms [2021-09-26 01:55:46 main:574] : INFO : Epoch 1598 | loss: 0.0310903 | val_loss: 0.031214 | Time: 5123.62 ms [2021-09-26 01:55:51 main:574] : INFO : Epoch 1599 | loss: 0.0310874 | val_loss: 0.031211 | Time: 5105.18 ms [2021-09-26 01:55:56 main:574] : INFO : Epoch 1600 | loss: 0.0310852 | val_loss: 0.0312063 | Time: 5208.45 ms [2021-09-26 01:56:01 main:574] : INFO : Epoch 1601 | loss: 0.031088 | val_loss: 0.031198 | Time: 5061.37 ms [2021-09-26 01:56:07 main:574] : INFO : Epoch 1602 | loss: 0.0310867 | val_loss: 0.0312165 | Time: 5363.52 ms [2021-09-26 01:56:12 main:574] : INFO : Epoch 1603 | loss: 0.0311108 | val_loss: 0.0311993 | Time: 5103.03 ms [2021-09-26 01:56:17 main:574] : INFO : Epoch 1604 | loss: 0.0311008 | val_loss: 0.031196 | Time: 5226 ms [2021-09-26 01:56:22 main:574] : INFO : Epoch 1605 | loss: 0.0310988 | val_loss: 0.0312072 | Time: 5049.04 ms [2021-09-26 01:56:27 main:574] : INFO : Epoch 1606 | loss: 0.0310935 | val_loss: 0.0312108 | Time: 5143.59 ms [2021-09-26 01:56:32 main:574] : INFO : Epoch 1607 | loss: 0.0310962 | val_loss: 0.0311946 | Time: 5073.48 ms [2021-09-26 01:56:37 main:574] : INFO : Epoch 1608 | loss: 0.0310928 | val_loss: 0.0312174 | Time: 5021.22 ms [2021-09-26 01:56:43 main:574] : INFO : Epoch 1609 | loss: 0.0310971 | val_loss: 0.0311992 | Time: 5618.48 ms [2021-09-26 01:56:48 main:574] : INFO : Epoch 1610 | loss: 0.0310975 | val_loss: 0.0312383 | Time: 5603.81 ms [2021-09-26 01:56:54 main:574] : INFO : Epoch 1611 | loss: 0.0311008 | val_loss: 0.0311968 | Time: 5397.86 ms [2021-09-26 01:56:59 main:574] : INFO : Epoch 1612 | loss: 0.0310902 | val_loss: 0.0312189 | Time: 5139.65 ms [2021-09-26 01:57:04 main:574] : INFO : Epoch 1613 | loss: 0.0310895 | val_loss: 0.0312078 | Time: 5186.75 ms [2021-09-26 01:57:09 main:574] : INFO : Epoch 1614 | loss: 0.0310856 | val_loss: 0.0312159 | Time: 5074.47 ms [2021-09-26 01:57:14 main:574] : INFO : Epoch 1615 | loss: 0.0310862 | val_loss: 0.031197 | Time: 5164.02 ms [2021-09-26 01:57:19 main:574] : INFO : Epoch 1616 | loss: 0.0310835 | val_loss: 0.0312093 | Time: 4944.86 ms [2021-09-26 01:57:25 main:574] : INFO : Epoch 1617 | loss: 0.0310888 | val_loss: 0.0312171 | Time: 5259.98 ms [2021-09-26 01:57:30 main:574] : INFO : Epoch 1618 | loss: 0.0310923 | val_loss: 0.0312055 | Time: 5207.05 ms [2021-09-26 01:57:35 main:574] : INFO : Epoch 1619 | loss: 0.0310996 | val_loss: 0.0311897 | Time: 5053.85 ms [2021-09-26 01:57:40 main:574] : INFO : Epoch 1620 | loss: 0.0310981 | val_loss: 0.0312116 | Time: 5194.57 ms [2021-09-26 01:57:45 main:574] : INFO : Epoch 1621 | loss: 0.0310982 | val_loss: 0.031192 | Time: 5086.15 ms [2021-09-26 01:57:50 main:574] : INFO : Epoch 1622 | loss: 0.0310917 | val_loss: 0.0312247 | Time: 5136.16 ms [2021-09-26 01:57:55 main:574] : INFO : Epoch 1623 | loss: 0.0310905 | val_loss: 0.0311972 | Time: 5079.88 ms [2021-09-26 01:58:01 main:574] : INFO : Epoch 1624 | loss: 0.0310923 | val_loss: 0.0312198 | Time: 5231.75 ms [2021-09-26 01:58:06 main:574] : INFO : Epoch 1625 | loss: 0.0310916 | val_loss: 0.0311946 | Time: 5345.11 ms [2021-09-26 01:58:11 main:574] : INFO : Epoch 1626 | loss: 0.0310919 | val_loss: 0.0312124 | Time: 5204.63 ms [2021-09-26 01:58:16 main:574] : INFO : Epoch 1627 | loss: 0.0310983 | val_loss: 0.0311992 | Time: 4946.26 ms [2021-09-26 01:58:21 main:574] : INFO : Epoch 1628 | loss: 0.0310904 | val_loss: 0.0312048 | Time: 5177.77 ms [2021-09-26 01:58:27 main:574] : INFO : Epoch 1629 | loss: 0.0310839 | val_loss: 0.0312087 | Time: 5163.66 ms [2021-09-26 01:58:32 main:574] : INFO : Epoch 1630 | loss: 0.0310812 | val_loss: 0.0312048 | Time: 5112.86 ms [2021-09-26 01:58:37 main:574] : INFO : Epoch 1631 | loss: 0.0310895 | val_loss: 0.0312172 | Time: 5146.01 ms [2021-09-26 01:58:42 main:574] : INFO : Epoch 1632 | loss: 0.0310916 | val_loss: 0.0312048 | Time: 5096.11 ms [2021-09-26 01:58:47 main:574] : INFO : Epoch 1633 | loss: 0.0310894 | val_loss: 0.0312363 | Time: 5272.5 ms [2021-09-26 01:58:52 main:574] : INFO : Epoch 1634 | loss: 0.0311388 | val_loss: 0.03119 | Time: 5165.7 ms [2021-09-26 01:58:57 main:574] : INFO : Epoch 1635 | loss: 0.0311407 | val_loss: 0.0311977 | Time: 5100.24 ms [2021-09-26 01:59:02 main:574] : INFO : Epoch 1636 | loss: 0.0311226 | val_loss: 0.0311962 | Time: 4984.9 ms [2021-09-26 01:59:07 main:574] : INFO : Epoch 1637 | loss: 0.0311067 | val_loss: 0.0311916 | Time: 5004.54 ms [2021-09-26 01:59:13 main:574] : INFO : Epoch 1638 | loss: 0.0310979 | val_loss: 0.0312069 | Time: 5269.61 ms [2021-09-26 01:59:18 main:574] : INFO : Epoch 1639 | loss: 0.0310908 | val_loss: 0.0312002 | Time: 5072.82 ms [2021-09-26 01:59:23 main:574] : INFO : Epoch 1640 | loss: 0.0310888 | val_loss: 0.0312062 | Time: 5271.76 ms [2021-09-26 01:59:29 main:574] : INFO : Epoch 1641 | loss: 0.0310848 | val_loss: 0.0312063 | Time: 5459.38 ms [2021-09-26 01:59:34 main:574] : INFO : Epoch 1642 | loss: 0.0310866 | val_loss: 0.0312202 | Time: 5272.96 ms [2021-09-26 01:59:39 main:574] : INFO : Epoch 1643 | loss: 0.0310833 | val_loss: 0.0312026 | Time: 5428.94 ms [2021-09-26 01:59:44 main:574] : INFO : Epoch 1644 | loss: 0.0310874 | val_loss: 0.0312043 | Time: 5250.28 ms [2021-09-26 01:59:50 main:574] : INFO : Epoch 1645 | loss: 0.0310891 | val_loss: 0.0312158 | Time: 5127.96 ms [2021-09-26 01:59:55 main:574] : INFO : Epoch 1646 | loss: 0.0310864 | val_loss: 0.0312143 | Time: 5154.62 ms [2021-09-26 02:00:00 main:574] : INFO : Epoch 1647 | loss: 0.0310971 | val_loss: 0.031207 | Time: 5172.16 ms [2021-09-26 02:00:05 main:574] : INFO : Epoch 1648 | loss: 0.0310952 | val_loss: 0.0311967 | Time: 5216.31 ms [2021-09-26 02:00:10 main:574] : INFO : Epoch 1649 | loss: 0.0311062 | val_loss: 0.0312121 | Time: 5259.65 ms [2021-09-26 02:00:16 main:574] : INFO : Epoch 1650 | loss: 0.0311276 | val_loss: 0.0311949 | Time: 5185.62 ms [2021-09-26 02:00:21 main:574] : INFO : Epoch 1651 | loss: 0.0311096 | val_loss: 0.0312026 | Time: 4958.23 ms [2021-09-26 02:00:26 main:574] : INFO : Epoch 1652 | loss: 0.0311041 | val_loss: 0.0312056 | Time: 5048.87 ms [2021-09-26 02:00:31 main:574] : INFO : Epoch 1653 | loss: 0.0310988 | val_loss: 0.0312003 | Time: 5415.29 ms [2021-09-26 02:00:36 main:574] : INFO : Epoch 1654 | loss: 0.0310898 | val_loss: 0.0311965 | Time: 5122.39 ms [2021-09-26 02:00:42 main:574] : INFO : Epoch 1655 | loss: 0.0310924 | val_loss: 0.0312055 | Time: 5380.97 ms [2021-09-26 02:00:47 main:574] : INFO : Epoch 1656 | loss: 0.0310983 | val_loss: 0.0312043 | Time: 5738.83 ms [2021-09-26 02:00:52 main:574] : INFO : Epoch 1657 | loss: 0.0310956 | val_loss: 0.0311972 | Time: 5157.25 ms [2021-09-26 02:00:58 main:574] : INFO : Epoch 1658 | loss: 0.0310915 | val_loss: 0.0312069 | Time: 5210.41 ms [2021-09-26 02:01:03 main:574] : INFO : Epoch 1659 | loss: 0.0310915 | val_loss: 0.03122 | Time: 5050.28 ms [2021-09-26 02:01:08 main:574] : INFO : Epoch 1660 | loss: 0.0311011 | val_loss: 0.0312058 | Time: 5179.22 ms [2021-09-26 02:01:13 main:574] : INFO : Epoch 1661 | loss: 0.0310949 | val_loss: 0.0311902 | Time: 5079.25 ms [2021-09-26 02:01:18 main:574] : INFO : Epoch 1662 | loss: 0.0311002 | val_loss: 0.0312075 | Time: 5154.74 ms [2021-09-26 02:01:23 main:574] : INFO : Epoch 1663 | loss: 0.0310977 | val_loss: 0.0311932 | Time: 5251.45 ms [2021-09-26 02:01:28 main:574] : INFO : Epoch 1664 | loss: 0.0310925 | val_loss: 0.0312206 | Time: 4993.02 ms [2021-09-26 02:01:33 main:574] : INFO : Epoch 1665 | loss: 0.0310929 | val_loss: 0.0312128 | Time: 5033.47 ms [2021-09-26 02:01:39 main:574] : INFO : Epoch 1666 | loss: 0.0310967 | val_loss: 0.0312033 | Time: 5129.29 ms [2021-09-26 02:01:44 main:574] : INFO : Epoch 1667 | loss: 0.0310985 | val_loss: 0.0312015 | Time: 5244.25 ms [2021-09-26 02:01:49 main:574] : INFO : Epoch 1668 | loss: 0.0311023 | val_loss: 0.0311982 | Time: 5260.85 ms [2021-09-26 02:01:54 main:574] : INFO : Epoch 1669 | loss: 0.0310931 | val_loss: 0.0311986 | Time: 5244.99 ms [2021-09-26 02:01:59 main:574] : INFO : Epoch 1670 | loss: 0.0310898 | val_loss: 0.0312018 | Time: 5034.44 ms [2021-09-26 02:02:05 main:574] : INFO : Epoch 1671 | loss: 0.0310934 | val_loss: 0.0312126 | Time: 5241.07 ms [2021-09-26 02:02:10 main:574] : INFO : Epoch 1672 | loss: 0.0310948 | val_loss: 0.0312055 | Time: 5109.95 ms [2021-09-26 02:02:15 main:574] : INFO : Epoch 1673 | loss: 0.0310942 | val_loss: 0.0312018 | Time: 5064.9 ms [2021-09-26 02:02:20 main:574] : INFO : Epoch 1674 | loss: 0.031101 | val_loss: 0.0312101 | Time: 5098.64 ms [2021-09-26 02:02:25 main:574] : INFO : Epoch 1675 | loss: 0.0310999 | val_loss: 0.0312056 | Time: 5096.03 ms [2021-09-26 02:02:30 main:574] : INFO : Epoch 1676 | loss: 0.0310997 | val_loss: 0.0312051 | Time: 5334.19 ms [2021-09-26 02:02:35 main:574] : INFO : Epoch 1677 | loss: 0.0310982 | val_loss: 0.0312088 | Time: 4997.29 ms [2021-09-26 02:02:41 main:574] : INFO : Epoch 1678 | loss: 0.0310948 | val_loss: 0.0312227 | Time: 5405.24 ms [2021-09-26 02:02:46 main:574] : INFO : Epoch 1679 | loss: 0.0310888 | val_loss: 0.0311916 | Time: 5009.77 ms [2021-09-26 02:02:51 main:574] : INFO : Epoch 1680 | loss: 0.0310961 | val_loss: 0.0312069 | Time: 4950.81 ms [2021-09-26 02:02:56 main:574] : INFO : Epoch 1681 | loss: 0.0310923 | val_loss: 0.031207 | Time: 5113.33 ms [2021-09-26 02:03:01 main:574] : INFO : Epoch 1682 | loss: 0.0310892 | val_loss: 0.031213 | Time: 5130.24 ms [2021-09-26 02:03:06 main:574] : INFO : Epoch 1683 | loss: 0.0310931 | val_loss: 0.0311948 | Time: 5273.27 ms [2021-09-26 02:03:11 main:574] : INFO : Epoch 1684 | loss: 0.0310942 | val_loss: 0.0311987 | Time: 5033.44 ms [2021-09-26 02:03:16 main:574] : INFO : Epoch 1685 | loss: 0.0310933 | val_loss: 0.0311987 | Time: 5066.19 ms [2021-09-26 02:03:21 main:574] : INFO : Epoch 1686 | loss: 0.03109 | val_loss: 0.0312072 | Time: 5057.2 ms [2021-09-26 02:03:26 main:574] : INFO : Epoch 1687 | loss: 0.0310896 | val_loss: 0.0312011 | Time: 5052.53 ms [2021-09-26 02:03:32 main:574] : INFO : Epoch 1688 | loss: 0.0310878 | val_loss: 0.0312133 | Time: 5118.25 ms [2021-09-26 02:03:37 main:574] : INFO : Epoch 1689 | loss: 0.0310892 | val_loss: 0.0312124 | Time: 5195.81 ms [2021-09-26 02:03:42 main:574] : INFO : Epoch 1690 | loss: 0.0310858 | val_loss: 0.0312088 | Time: 5248.82 ms [2021-09-26 02:03:47 main:574] : INFO : Epoch 1691 | loss: 0.0310912 | val_loss: 0.0311942 | Time: 5216.79 ms [2021-09-26 02:03:53 main:574] : INFO : Epoch 1692 | loss: 0.031089 | val_loss: 0.0311954 | Time: 5347.56 ms [2021-09-26 02:03:58 main:574] : INFO : Epoch 1693 | loss: 0.0310861 | val_loss: 0.0312133 | Time: 5104.03 ms [2021-09-26 02:04:03 main:574] : INFO : Epoch 1694 | loss: 0.0310838 | val_loss: 0.0312012 | Time: 5375.42 ms [2021-09-26 02:04:08 main:574] : INFO : Epoch 1695 | loss: 0.0310838 | val_loss: 0.0311987 | Time: 5288.32 ms [2021-09-26 02:04:14 main:574] : INFO : Epoch 1696 | loss: 0.0310922 | val_loss: 0.0312223 | Time: 5198.01 ms [2021-09-26 02:04:19 main:574] : INFO : Epoch 1697 | loss: 0.0310865 | val_loss: 0.0312127 | Time: 5229.14 ms [2021-09-26 02:04:24 main:574] : INFO : Epoch 1698 | loss: 0.031081 | val_loss: 0.0312029 | Time: 5250.12 ms [2021-09-26 02:04:29 main:574] : INFO : Epoch 1699 | loss: 0.0310884 | val_loss: 0.0312155 | Time: 5054.71 ms [2021-09-26 02:04:34 main:574] : INFO : Epoch 1700 | loss: 0.03109 | val_loss: 0.0312056 | Time: 5071.17 ms [2021-09-26 02:04:39 main:574] : INFO : Epoch 1701 | loss: 0.0310918 | val_loss: 0.0312256 | Time: 5036.3 ms [2021-09-26 02:04:44 main:574] : INFO : Epoch 1702 | loss: 0.0310859 | val_loss: 0.0312063 | Time: 5070.5 ms [2021-09-26 02:04:50 main:574] : INFO : Epoch 1703 | loss: 0.031094 | val_loss: 0.0311911 | Time: 5260.11 ms [2021-09-26 02:04:55 main:574] : INFO : Epoch 1704 | loss: 0.0310915 | val_loss: 0.0312101 | Time: 5018.49 ms [2021-09-26 02:05:00 main:574] : INFO : Epoch 1705 | loss: 0.031089 | val_loss: 0.0311955 | Time: 5242.56 ms [2021-09-26 02:05:05 main:574] : INFO : Epoch 1706 | loss: 0.0310861 | val_loss: 0.0312128 | Time: 4989.23 ms [2021-09-26 02:05:10 main:574] : INFO : Epoch 1707 | loss: 0.0310919 | val_loss: 0.0311821 | Time: 5062.63 ms [2021-09-26 02:05:15 main:574] : INFO : Epoch 1708 | loss: 0.0310966 | val_loss: 0.0312193 | Time: 5402.17 ms [2021-09-26 02:05:20 main:574] : INFO : Epoch 1709 | loss: 0.0310925 | val_loss: 0.0312112 | Time: 5123.93 ms [2021-09-26 02:05:26 main:574] : INFO : Epoch 1710 | loss: 0.0311076 | val_loss: 0.0311915 | Time: 5151.56 ms [2021-09-26 02:05:31 main:574] : INFO : Epoch 1711 | loss: 0.0311004 | val_loss: 0.0312046 | Time: 5015.15 ms [2021-09-26 02:05:36 main:574] : INFO : Epoch 1712 | loss: 0.0310908 | val_loss: 0.0311967 | Time: 5049.85 ms [2021-09-26 02:05:41 main:574] : INFO : Epoch 1713 | loss: 0.031095 | val_loss: 0.0311972 | Time: 5099.41 ms [2021-09-26 02:05:46 main:574] : INFO : Epoch 1714 | loss: 0.0310963 | val_loss: 0.0311951 | Time: 5304.16 ms [2021-09-26 02:05:51 main:574] : INFO : Epoch 1715 | loss: 0.0310909 | val_loss: 0.031191 | Time: 5137.03 ms [2021-09-26 02:05:56 main:574] : INFO : Epoch 1716 | loss: 0.0310924 | val_loss: 0.0311878 | Time: 5105.62 ms [2021-09-26 02:06:01 main:574] : INFO : Epoch 1717 | loss: 0.0310909 | val_loss: 0.0312117 | Time: 5021 ms [2021-09-26 02:06:07 main:574] : INFO : Epoch 1718 | loss: 0.0310955 | val_loss: 0.031203 | Time: 5442.62 ms [2021-09-26 02:06:12 main:574] : INFO : Epoch 1719 | loss: 0.0310875 | val_loss: 0.031206 | Time: 5086.92 ms [2021-09-26 02:06:17 main:574] : INFO : Epoch 1720 | loss: 0.0310881 | val_loss: 0.0312085 | Time: 5215.94 ms [2021-09-26 02:06:22 main:574] : INFO : Epoch 1721 | loss: 0.0310839 | val_loss: 0.0312113 | Time: 5325.16 ms [2021-09-26 02:06:28 main:574] : INFO : Epoch 1722 | loss: 0.0310799 | val_loss: 0.0312091 | Time: 5324.31 ms [2021-09-26 02:06:33 main:574] : INFO : Epoch 1723 | loss: 0.0310828 | val_loss: 0.031202 | Time: 5265.63 ms [2021-09-26 02:06:38 main:574] : INFO : Epoch 1724 | loss: 0.0310839 | val_loss: 0.0312126 | Time: 5208.84 ms [2021-09-26 02:06:44 main:574] : INFO : Epoch 1725 | loss: 0.0310868 | val_loss: 0.0312239 | Time: 5419.53 ms [2021-09-26 02:06:49 main:574] : INFO : Epoch 1726 | loss: 0.0310842 | val_loss: 0.0311965 | Time: 5088.8 ms [2021-09-26 02:06:54 main:574] : INFO : Epoch 1727 | loss: 0.0310886 | val_loss: 0.0312072 | Time: 5368.17 ms [2021-09-26 02:06:59 main:574] : INFO : Epoch 1728 | loss: 0.031085 | val_loss: 0.0312105 | Time: 5115.39 ms [2021-09-26 02:07:04 main:574] : INFO : Epoch 1729 | loss: 0.0310906 | val_loss: 0.0312129 | Time: 5135.91 ms [2021-09-26 02:07:10 main:574] : INFO : Epoch 1730 | loss: 0.0310848 | val_loss: 0.0312179 | Time: 5122.27 ms [2021-09-26 02:07:15 main:574] : INFO : Epoch 1731 | loss: 0.0310936 | val_loss: 0.0311956 | Time: 5232.06 ms [2021-09-26 02:07:20 main:574] : INFO : Epoch 1732 | loss: 0.0311003 | val_loss: 0.031213 | Time: 5255.12 ms [2021-09-26 02:07:25 main:574] : INFO : Epoch 1733 | loss: 0.0310888 | val_loss: 0.0312 | Time: 5105.88 ms [2021-09-26 02:07:30 main:574] : INFO : Epoch 1734 | loss: 0.0310829 | val_loss: 0.0312115 | Time: 5132.08 ms [2021-09-26 02:07:35 main:574] : INFO : Epoch 1735 | loss: 0.0310813 | val_loss: 0.0312098 | Time: 5110.13 ms [2021-09-26 02:07:41 main:574] : INFO : Epoch 1736 | loss: 0.0310845 | val_loss: 0.0312041 | Time: 5084.35 ms [2021-09-26 02:07:46 main:574] : INFO : Epoch 1737 | loss: 0.0310808 | val_loss: 0.0312174 | Time: 5098.64 ms [2021-09-26 02:07:51 main:574] : INFO : Epoch 1738 | loss: 0.0310832 | val_loss: 0.0312093 | Time: 5158.02 ms [2021-09-26 02:07:56 main:574] : INFO : Epoch 1739 | loss: 0.0310804 | val_loss: 0.031217 | Time: 5177.1 ms [2021-09-26 02:08:01 main:574] : INFO : Epoch 1740 | loss: 0.0310875 | val_loss: 0.0311987 | Time: 5152.47 ms [2021-09-26 02:08:06 main:574] : INFO : Epoch 1741 | loss: 0.0310818 | val_loss: 0.0312128 | Time: 4999.37 ms [2021-09-26 02:08:11 main:574] : INFO : Epoch 1742 | loss: 0.0310849 | val_loss: 0.0312005 | Time: 5020.56 ms [2021-09-26 02:08:16 main:574] : INFO : Epoch 1743 | loss: 0.0310903 | val_loss: 0.0311918 | Time: 5320.46 ms [2021-09-26 02:08:22 main:574] : INFO : Epoch 1744 | loss: 0.0310938 | val_loss: 0.0312152 | Time: 5259.15 ms [2021-09-26 02:08:27 main:574] : INFO : Epoch 1745 | loss: 0.0311007 | val_loss: 0.0311876 | Time: 5277.24 ms [2021-09-26 02:08:32 main:574] : INFO : Epoch 1746 | loss: 0.031097 | val_loss: 0.031197 | Time: 5197.56 ms [2021-09-26 02:08:37 main:574] : INFO : Epoch 1747 | loss: 0.0311071 | val_loss: 0.031189 | Time: 5172.42 ms [2021-09-26 02:08:43 main:574] : INFO : Epoch 1748 | loss: 0.0310978 | val_loss: 0.0312106 | Time: 5194.9 ms [2021-09-26 02:08:48 main:574] : INFO : Epoch 1749 | loss: 0.031093 | val_loss: 0.031206 | Time: 5170.66 ms [2021-09-26 02:08:53 main:574] : INFO : Epoch 1750 | loss: 0.0310893 | val_loss: 0.0312057 | Time: 5257.14 ms [2021-09-26 02:08:58 main:574] : INFO : Epoch 1751 | loss: 0.0310999 | val_loss: 0.0311944 | Time: 5257.93 ms [2021-09-26 02:09:03 main:574] : INFO : Epoch 1752 | loss: 0.0311053 | val_loss: 0.0312101 | Time: 5190.66 ms [2021-09-26 02:09:09 main:574] : INFO : Epoch 1753 | loss: 0.031102 | val_loss: 0.0312155 | Time: 5200.33 ms [2021-09-26 02:09:14 main:574] : INFO : Epoch 1754 | loss: 0.0310989 | val_loss: 0.0311994 | Time: 5171.68 ms [2021-09-26 02:09:19 main:574] : INFO : Epoch 1755 | loss: 0.0310952 | val_loss: 0.0311984 | Time: 5327.86 ms [2021-09-26 02:09:24 main:574] : INFO : Epoch 1756 | loss: 0.031093 | val_loss: 0.0312159 | Time: 5119.79 ms [2021-09-26 02:09:30 main:574] : INFO : Epoch 1757 | loss: 0.0310886 | val_loss: 0.031211 | Time: 5227.63 ms [2021-09-26 02:09:35 main:574] : INFO : Epoch 1758 | loss: 0.0310936 | val_loss: 0.0312045 | Time: 5066.32 ms [2021-09-26 02:09:40 main:574] : INFO : Epoch 1759 | loss: 0.0310886 | val_loss: 0.0312116 | Time: 5125.71 ms [2021-09-26 02:09:45 main:574] : INFO : Epoch 1760 | loss: 0.0310837 | val_loss: 0.0312283 | Time: 5139.9 ms [2021-09-26 02:09:50 main:574] : INFO : Epoch 1761 | loss: 0.0310973 | val_loss: 0.0311911 | Time: 5038.42 ms [2021-09-26 02:09:55 main:574] : INFO : Epoch 1762 | loss: 0.031101 | val_loss: 0.0312123 | Time: 5172.93 ms [2021-09-26 02:10:00 main:574] : INFO : Epoch 1763 | loss: 0.0310889 | val_loss: 0.0311998 | Time: 5332.41 ms [2021-09-26 02:10:06 main:574] : INFO : Epoch 1764 | loss: 0.0310923 | val_loss: 0.0312029 | Time: 5159.81 ms [2021-09-26 02:10:11 main:574] : INFO : Epoch 1765 | loss: 0.031095 | val_loss: 0.0311952 | Time: 5008.23 ms [2021-09-26 02:10:16 main:574] : INFO : Epoch 1766 | loss: 0.0311022 | val_loss: 0.0312011 | Time: 5305.7 ms [2021-09-26 02:10:21 main:574] : INFO : Epoch 1767 | loss: 0.0310899 | val_loss: 0.0312075 | Time: 5163.04 ms [2021-09-26 02:10:26 main:574] : INFO : Epoch 1768 | loss: 0.0310861 | val_loss: 0.0312073 | Time: 5276.37 ms [2021-09-26 02:10:32 main:574] : INFO : Epoch 1769 | loss: 0.0310838 | val_loss: 0.0312072 | Time: 5101.51 ms [2021-09-26 02:10:37 main:574] : INFO : Epoch 1770 | loss: 0.0310919 | val_loss: 0.0312022 | Time: 5050.07 ms [2021-09-26 02:10:42 main:574] : INFO : Epoch 1771 | loss: 0.0310898 | val_loss: 0.0312094 | Time: 5295.67 ms [2021-09-26 02:10:47 main:574] : INFO : Epoch 1772 | loss: 0.031084 | val_loss: 0.0312096 | Time: 5146 ms [2021-09-26 02:10:52 main:574] : INFO : Epoch 1773 | loss: 0.03108 | val_loss: 0.0312078 | Time: 5158.88 ms [2021-09-26 02:10:57 main:574] : INFO : Epoch 1774 | loss: 0.0310844 | val_loss: 0.0312097 | Time: 5257.89 ms [2021-09-26 02:11:03 main:574] : INFO : Epoch 1775 | loss: 0.0310843 | val_loss: 0.0312196 | Time: 5277.98 ms [2021-09-26 02:11:08 main:574] : INFO : Epoch 1776 | loss: 0.0310811 | val_loss: 0.0312128 | Time: 5184.22 ms [2021-09-26 02:11:13 main:574] : INFO : Epoch 1777 | loss: 0.0310788 | val_loss: 0.0312056 | Time: 5159.63 ms [2021-09-26 02:11:18 main:574] : INFO : Epoch 1778 | loss: 0.0310815 | val_loss: 0.0312115 | Time: 5288.91 ms [2021-09-26 02:11:23 main:574] : INFO : Epoch 1779 | loss: 0.031085 | val_loss: 0.0312143 | Time: 5016.7 ms [2021-09-26 02:11:29 main:574] : INFO : Epoch 1780 | loss: 0.0310925 | val_loss: 0.0312045 | Time: 5166.53 ms [2021-09-26 02:11:34 main:574] : INFO : Epoch 1781 | loss: 0.0310939 | val_loss: 0.0312151 | Time: 5400.49 ms [2021-09-26 02:11:39 main:574] : INFO : Epoch 1782 | loss: 0.0310883 | val_loss: 0.0312092 | Time: 5097.64 ms [2021-09-26 02:11:44 main:574] : INFO : Epoch 1783 | loss: 0.0310969 | val_loss: 0.0312109 | Time: 5370.98 ms [2021-09-26 02:11:50 main:574] : INFO : Epoch 1784 | loss: 0.0310982 | val_loss: 0.0311899 | Time: 5201.15 ms [2021-09-26 02:11:55 main:574] : INFO : Epoch 1785 | loss: 0.0311115 | val_loss: 0.0311989 | Time: 5046.28 ms [2021-09-26 02:12:00 main:574] : INFO : Epoch 1786 | loss: 0.031111 | val_loss: 0.0311974 | Time: 5123.46 ms [2021-09-26 02:12:05 main:574] : INFO : Epoch 1787 | loss: 0.0311006 | val_loss: 0.0312008 | Time: 5259.47 ms [2021-09-26 02:12:10 main:574] : INFO : Epoch 1788 | loss: 0.0310971 | val_loss: 0.0311977 | Time: 5087.88 ms [2021-09-26 02:12:15 main:574] : INFO : Epoch 1789 | loss: 0.0310923 | val_loss: 0.0312019 | Time: 5288.15 ms [2021-09-26 02:12:20 main:574] : INFO : Epoch 1790 | loss: 0.0310953 | val_loss: 0.0312132 | Time: 4999.65 ms [2021-09-26 02:12:26 main:574] : INFO : Epoch 1791 | loss: 0.0310959 | val_loss: 0.0311939 | Time: 5188.68 ms [2021-09-26 02:12:31 main:574] : INFO : Epoch 1792 | loss: 0.0311002 | val_loss: 0.0311937 | Time: 5425.52 ms [2021-09-26 02:12:36 main:574] : INFO : Epoch 1793 | loss: 0.0310916 | val_loss: 0.0311968 | Time: 5170.31 ms [2021-09-26 02:12:41 main:574] : INFO : Epoch 1794 | loss: 0.0310877 | val_loss: 0.0311991 | Time: 5129.48 ms [2021-09-26 02:12:46 main:574] : INFO : Epoch 1795 | loss: 0.031085 | val_loss: 0.0312054 | Time: 5044.97 ms [2021-09-26 02:12:52 main:574] : INFO : Epoch 1796 | loss: 0.0310861 | val_loss: 0.031221 | Time: 5087.91 ms [2021-09-26 02:12:57 main:574] : INFO : Epoch 1797 | loss: 0.0310909 | val_loss: 0.0312017 | Time: 5015.3 ms [2021-09-26 02:13:02 main:574] : INFO : Epoch 1798 | loss: 0.0310888 | val_loss: 0.0311974 | Time: 5291.75 ms [2021-09-26 02:13:07 main:574] : INFO : Epoch 1799 | loss: 0.0310859 | val_loss: 0.0312125 | Time: 5123.01 ms [2021-09-26 02:13:12 main:574] : INFO : Epoch 1800 | loss: 0.0310861 | val_loss: 0.0312175 | Time: 4928.6 ms [2021-09-26 02:13:17 main:574] : INFO : Epoch 1801 | loss: 0.0310862 | val_loss: 0.0312182 | Time: 5104.9 ms [2021-09-26 02:13:22 main:574] : INFO : Epoch 1802 | loss: 0.0310852 | val_loss: 0.0312058 | Time: 5191.98 ms [2021-09-26 02:13:27 main:574] : INFO : Epoch 1803 | loss: 0.0310837 | val_loss: 0.0312309 | Time: 4972.61 ms [2021-09-26 02:13:32 main:574] : INFO : Epoch 1804 | loss: 0.031088 | val_loss: 0.0311988 | Time: 5083.33 ms [2021-09-26 02:13:37 main:574] : INFO : Epoch 1805 | loss: 0.0310824 | val_loss: 0.0312095 | Time: 5141.26 ms [2021-09-26 02:13:42 main:574] : INFO : Epoch 1806 | loss: 0.0310826 | val_loss: 0.0312152 | Time: 4998.79 ms [2021-09-26 02:13:48 main:574] : INFO : Epoch 1807 | loss: 0.0310859 | val_loss: 0.0311982 | Time: 5406.28 ms [2021-09-26 02:13:53 main:574] : INFO : Epoch 1808 | loss: 0.0310962 | val_loss: 0.0311976 | Time: 5124.6 ms [2021-09-26 02:13:58 main:574] : INFO : Epoch 1809 | loss: 0.0310977 | val_loss: 0.0312019 | Time: 5157.87 ms [2021-09-26 02:14:03 main:574] : INFO : Epoch 1810 | loss: 0.0310924 | val_loss: 0.0312154 | Time: 4980.34 ms [2021-09-26 02:14:08 main:574] : INFO : Epoch 1811 | loss: 0.0310842 | val_loss: 0.0312096 | Time: 5176.38 ms [2021-09-26 02:14:13 main:574] : INFO : Epoch 1812 | loss: 0.0310911 | val_loss: 0.0312306 | Time: 5024.08 ms [2021-09-26 02:14:18 main:574] : INFO : Epoch 1813 | loss: 0.0317495 | val_loss: 0.0316219 | Time: 5151.84 ms [2021-09-26 02:14:24 main:574] : INFO : Epoch 1814 | loss: 0.0557308 | val_loss: 0.0355259 | Time: 5042.3 ms [2021-09-26 02:14:29 main:574] : INFO : Epoch 1815 | loss: 0.0378287 | val_loss: 0.032605 | Time: 5113.97 ms [2021-09-26 02:14:34 main:574] : INFO : Epoch 1816 | loss: 0.0318898 | val_loss: 0.0314971 | Time: 5098.84 ms [2021-09-26 02:14:39 main:574] : INFO : Epoch 1817 | loss: 0.0313512 | val_loss: 0.0312916 | Time: 5196.69 ms [2021-09-26 02:14:44 main:574] : INFO : Epoch 1818 | loss: 0.0312773 | val_loss: 0.0312657 | Time: 5212.04 ms [2021-09-26 02:14:49 main:574] : INFO : Epoch 1819 | loss: 0.0312589 | val_loss: 0.0312574 | Time: 5299.85 ms [2021-09-26 02:14:55 main:574] : INFO : Epoch 1820 | loss: 0.031256 | val_loss: 0.0312556 | Time: 5122.47 ms [2021-09-26 02:15:00 main:574] : INFO : Epoch 1821 | loss: 0.0312545 | val_loss: 0.0312554 | Time: 5037.47 ms [2021-09-26 02:15:05 main:574] : INFO : Epoch 1822 | loss: 0.0312542 | val_loss: 0.0312544 | Time: 5224.17 ms [2021-09-26 02:15:10 main:574] : INFO : Epoch 1823 | loss: 0.0312535 | val_loss: 0.031254 | Time: 5089.77 ms [2021-09-26 02:15:15 main:574] : INFO : Epoch 1824 | loss: 0.0312533 | val_loss: 0.0312541 | Time: 5226.9 ms [2021-09-26 02:15:20 main:574] : INFO : Epoch 1825 | loss: 0.0312531 | val_loss: 0.0312534 | Time: 4993.07 ms [2021-09-26 02:15:25 main:574] : INFO : Epoch 1826 | loss: 0.0312526 | val_loss: 0.0312532 | Time: 5067.62 ms [2021-09-26 02:15:31 main:574] : INFO : Epoch 1827 | loss: 0.0312524 | val_loss: 0.031253 | Time: 5269.45 ms [2021-09-26 02:15:36 main:574] : INFO : Epoch 1828 | loss: 0.0312522 | val_loss: 0.0312525 | Time: 5227.38 ms [2021-09-26 02:15:41 main:574] : INFO : Epoch 1829 | loss: 0.0312519 | val_loss: 0.0312523 | Time: 5314.15 ms [2021-09-26 02:15:46 main:574] : INFO : Epoch 1830 | loss: 0.0312518 | val_loss: 0.0312522 | Time: 5203.36 ms [2021-09-26 02:15:51 main:574] : INFO : Epoch 1831 | loss: 0.0312516 | val_loss: 0.031252 | Time: 5129.65 ms [2021-09-26 02:15:57 main:574] : INFO : Epoch 1832 | loss: 0.0312516 | val_loss: 0.0312519 | Time: 5104.87 ms [2021-09-26 02:16:02 main:574] : INFO : Epoch 1833 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 5236.68 ms [2021-09-26 02:16:07 main:574] : INFO : Epoch 1834 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 5204.58 ms [2021-09-26 02:16:12 main:574] : INFO : Epoch 1835 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 5365 ms [2021-09-26 02:16:18 main:574] : INFO : Epoch 1836 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 5163.32 ms [2021-09-26 02:16:22 main:574] : INFO : Epoch 1837 | loss: 0.031251 | val_loss: 0.031251 | Time: 4943.06 ms [2021-09-26 02:16:27 main:574] : INFO : Epoch 1838 | loss: 0.0312509 | val_loss: 0.031251 | Time: 4937.55 ms [2021-09-26 02:16:33 main:574] : INFO : Epoch 1839 | loss: 0.031251 | val_loss: 0.0312509 | Time: 5224.4 ms [2021-09-26 02:16:38 main:574] : INFO : Epoch 1840 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 5134.54 ms [2021-09-26 02:16:43 main:574] : INFO : Epoch 1841 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 5057.57 ms [2021-09-26 02:16:48 main:574] : INFO : Epoch 1842 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 5339.33 ms [2021-09-26 02:16:53 main:574] : INFO : Epoch 1843 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 5192.44 ms [2021-09-26 02:16:58 main:574] : INFO : Epoch 1844 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 5000.05 ms [2021-09-26 02:17:03 main:574] : INFO : Epoch 1845 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 5047.99 ms [2021-09-26 02:17:08 main:574] : INFO : Epoch 1846 | loss: 0.0312503 | val_loss: 0.03125 | Time: 5073.22 ms [2021-09-26 02:17:14 main:574] : INFO : Epoch 1847 | loss: 0.0312502 | val_loss: 0.03125 | Time: 5044.74 ms [2021-09-26 02:17:19 main:574] : INFO : Epoch 1848 | loss: 0.0312502 | val_loss: 0.03125 | Time: 5229.86 ms [2021-09-26 02:17:24 main:574] : INFO : Epoch 1849 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5142.41 ms [2021-09-26 02:17:29 main:574] : INFO : Epoch 1850 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 5236.38 ms [2021-09-26 02:17:35 main:574] : INFO : Epoch 1851 | loss: 0.03125 | val_loss: 0.0312495 | Time: 5525.64 ms [2021-09-26 02:17:40 main:574] : INFO : Epoch 1852 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 5217.66 ms [2021-09-26 02:17:45 main:574] : INFO : Epoch 1853 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 5068.02 ms [2021-09-26 02:17:50 main:574] : INFO : Epoch 1854 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 4959.13 ms [2021-09-26 02:17:55 main:574] : INFO : Epoch 1855 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 5222.27 ms [2021-09-26 02:18:00 main:574] : INFO : Epoch 1856 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 5302.93 ms [2021-09-26 02:18:06 main:574] : INFO : Epoch 1857 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 5352.8 ms [2021-09-26 02:18:11 main:574] : INFO : Epoch 1858 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 5070.36 ms [2021-09-26 02:18:16 main:574] : INFO : Epoch 1859 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 5050.31 ms [2021-09-26 02:18:21 main:574] : INFO : Epoch 1860 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 5283.6 ms [2021-09-26 02:18:26 main:574] : INFO : Epoch 1861 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 5149.14 ms [2021-09-26 02:18:32 main:574] : INFO : Epoch 1862 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 5161.02 ms [2021-09-26 02:18:37 main:574] : INFO : Epoch 1863 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 5035.12 ms [2021-09-26 02:18:42 main:574] : INFO : Epoch 1864 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 5154.94 ms [2021-09-26 02:18:47 main:574] : INFO : Epoch 1865 | loss: 0.031248 | val_loss: 0.0312468 | Time: 5062.34 ms [2021-09-26 02:18:52 main:574] : INFO : Epoch 1866 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 5378.97 ms [2021-09-26 02:18:57 main:574] : INFO : Epoch 1867 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 5062.36 ms [2021-09-26 02:19:03 main:574] : INFO : Epoch 1868 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 5345.06 ms [2021-09-26 02:19:08 main:574] : INFO : Epoch 1869 | loss: 0.031247 | val_loss: 0.0312453 | Time: 5031.97 ms [2021-09-26 02:19:13 main:574] : INFO : Epoch 1870 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 5108.34 ms [2021-09-26 02:19:18 main:574] : INFO : Epoch 1871 | loss: 0.0312459 | val_loss: 0.0312436 | Time: 5252.61 ms [2021-09-26 02:19:23 main:574] : INFO : Epoch 1872 | loss: 0.0312451 | val_loss: 0.0312427 | Time: 5261.42 ms [2021-09-26 02:19:29 main:574] : INFO : Epoch 1873 | loss: 0.0312442 | val_loss: 0.0312419 | Time: 5196.28 ms [2021-09-26 02:19:34 main:574] : INFO : Epoch 1874 | loss: 0.0312433 | val_loss: 0.0312407 | Time: 5257.87 ms [2021-09-26 02:19:39 main:574] : INFO : Epoch 1875 | loss: 0.0312423 | val_loss: 0.0312395 | Time: 4961.37 ms [2021-09-26 02:19:44 main:574] : INFO : Epoch 1876 | loss: 0.0312414 | val_loss: 0.0312384 | Time: 5069.08 ms [2021-09-26 02:19:49 main:574] : INFO : Epoch 1877 | loss: 0.0312401 | val_loss: 0.0312375 | Time: 5191.39 ms [2021-09-26 02:19:54 main:574] : INFO : Epoch 1878 | loss: 0.0312385 | val_loss: 0.0312349 | Time: 5007.04 ms [2021-09-26 02:19:59 main:574] : INFO : Epoch 1879 | loss: 0.0312366 | val_loss: 0.0312333 | Time: 5058.3 ms [2021-09-26 02:20:04 main:574] : INFO : Epoch 1880 | loss: 0.031235 | val_loss: 0.031231 | Time: 5061.6 ms [2021-09-26 02:20:09 main:574] : INFO : Epoch 1881 | loss: 0.031233 | val_loss: 0.0312296 | Time: 5307 ms [2021-09-26 02:20:15 main:574] : INFO : Epoch 1882 | loss: 0.0312311 | val_loss: 0.0312272 | Time: 5113.5 ms [2021-09-26 02:20:20 main:574] : INFO : Epoch 1883 | loss: 0.0312292 | val_loss: 0.0312268 | Time: 5051.07 ms [2021-09-26 02:20:25 main:574] : INFO : Epoch 1884 | loss: 0.0312283 | val_loss: 0.0312234 | Time: 5081.5 ms [2021-09-26 02:20:30 main:574] : INFO : Epoch 1885 | loss: 0.0312238 | val_loss: 0.0312196 | Time: 5340.68 ms [2021-09-26 02:20:35 main:574] : INFO : Epoch 1886 | loss: 0.0312215 | val_loss: 0.0312176 | Time: 5117.37 ms [2021-09-26 02:20:41 main:574] : INFO : Epoch 1887 | loss: 0.0312205 | val_loss: 0.0312176 | Time: 5361.66 ms [2021-09-26 02:20:46 main:574] : INFO : Epoch 1888 | loss: 0.0312184 | val_loss: 0.0312141 | Time: 5141.63 ms [2021-09-26 02:20:51 main:574] : INFO : Epoch 1889 | loss: 0.031215 | val_loss: 0.0312123 | Time: 5245.02 ms [2021-09-26 02:20:56 main:574] : INFO : Epoch 1890 | loss: 0.0312126 | val_loss: 0.031211 | Time: 5540.19 ms [2021-09-26 02:21:02 main:574] : INFO : Epoch 1891 | loss: 0.0312111 | val_loss: 0.0312095 | Time: 5083.18 ms [2021-09-26 02:21:07 main:574] : INFO : Epoch 1892 | loss: 0.0312098 | val_loss: 0.031208 | Time: 5138.03 ms [2021-09-26 02:21:12 main:574] : INFO : Epoch 1893 | loss: 0.0312109 | val_loss: 0.031207 | Time: 5164.65 ms [2021-09-26 02:21:17 main:574] : INFO : Epoch 1894 | loss: 0.031215 | val_loss: 0.0312131 | Time: 5077.34 ms [2021-09-26 02:21:22 main:574] : INFO : Epoch 1895 | loss: 0.0312101 | val_loss: 0.0312055 | Time: 5230.98 ms [2021-09-26 02:21:28 main:574] : INFO : Epoch 1896 | loss: 0.0312068 | val_loss: 0.0312054 | Time: 5327.09 ms [2021-09-26 02:21:33 main:574] : INFO : Epoch 1897 | loss: 0.0312067 | val_loss: 0.0312053 | Time: 5186.66 ms [2021-09-26 02:21:38 main:574] : INFO : Epoch 1898 | loss: 0.0312067 | val_loss: 0.0312034 | Time: 5222.69 ms [2021-09-26 02:21:43 main:574] : INFO : Epoch 1899 | loss: 0.0312065 | val_loss: 0.0312034 | Time: 5257.15 ms [2021-09-26 02:21:48 main:574] : INFO : Epoch 1900 | loss: 0.0312066 | val_loss: 0.031205 | Time: 5225.28 ms [2021-09-26 02:21:54 main:574] : INFO : Epoch 1901 | loss: 0.0312065 | val_loss: 0.0312115 | Time: 5114.36 ms [2021-09-26 02:21:59 main:574] : INFO : Epoch 1902 | loss: 0.0312044 | val_loss: 0.0312005 | Time: 5109.13 ms [2021-09-26 02:22:04 main:574] : INFO : Epoch 1903 | loss: 0.0312034 | val_loss: 0.0311997 | Time: 5049.2 ms [2021-09-26 02:22:09 main:574] : INFO : Epoch 1904 | loss: 0.0312015 | val_loss: 0.0312001 | Time: 5104.57 ms [2021-09-26 02:22:14 main:574] : INFO : Epoch 1905 | loss: 0.031202 | val_loss: 0.031199 | Time: 5114.48 ms [2021-09-26 02:22:19 main:574] : INFO : Epoch 1906 | loss: 0.0312021 | val_loss: 0.0312013 | Time: 5211.15 ms [2021-09-26 02:22:24 main:574] : INFO : Epoch 1907 | loss: 0.0312016 | val_loss: 0.0311996 | Time: 5049.39 ms [2021-09-26 02:22:29 main:574] : INFO : Epoch 1908 | loss: 0.0312003 | val_loss: 0.031204 | Time: 5095.59 ms [2021-09-26 02:22:34 main:574] : INFO : Epoch 1909 | loss: 0.0311994 | val_loss: 0.0311972 | Time: 5035.37 ms [2021-09-26 02:22:39 main:574] : INFO : Epoch 1910 | loss: 0.0311983 | val_loss: 0.0311987 | Time: 5103.34 ms [2021-09-26 02:22:45 main:574] : INFO : Epoch 1911 | loss: 0.031199 | val_loss: 0.031197 | Time: 5293.54 ms [2021-09-26 02:22:50 main:574] : INFO : Epoch 1912 | loss: 0.0311989 | val_loss: 0.031201 | Time: 5302.33 ms [2021-09-26 02:22:55 main:574] : INFO : Epoch 1913 | loss: 0.0312027 | val_loss: 0.0312043 | Time: 5242.15 ms [2021-09-26 02:23:01 main:574] : INFO : Epoch 1914 | loss: 0.0311992 | val_loss: 0.0311985 | Time: 5237.48 ms [2021-09-26 02:23:06 main:574] : INFO : Epoch 1915 | loss: 0.0311951 | val_loss: 0.0311927 | Time: 5036.62 ms [2021-09-26 02:23:11 main:574] : INFO : Epoch 1916 | loss: 0.0311918 | val_loss: 0.0311943 | Time: 4982.33 ms [2021-09-26 02:23:16 main:574] : INFO : Epoch 1917 | loss: 0.0311919 | val_loss: 0.0311891 | Time: 4973.74 ms [2021-09-26 02:23:21 main:574] : INFO : Epoch 1918 | loss: 0.0311891 | val_loss: 0.0311876 | Time: 5045.8 ms [2021-09-26 02:23:26 main:574] : INFO : Epoch 1919 | loss: 0.0311891 | val_loss: 0.0311932 | Time: 5206.26 ms [2021-09-26 02:23:31 main:574] : INFO : Epoch 1920 | loss: 0.0311907 | val_loss: 0.0311923 | Time: 5157.08 ms [2021-09-26 02:23:36 main:574] : INFO : Epoch 1921 | loss: 0.0311934 | val_loss: 0.0311977 | Time: 5207.01 ms [2021-09-26 02:23:41 main:574] : INFO : Epoch 1922 | loss: 0.0311912 | val_loss: 0.0311895 | Time: 5168.06 ms [2021-09-26 02:23:47 main:574] : INFO : Epoch 1923 | loss: 0.0311861 | val_loss: 0.031189 | Time: 5458.37 ms [2021-09-26 02:23:52 main:574] : INFO : Epoch 1924 | loss: 0.0311869 | val_loss: 0.0311882 | Time: 5077.37 ms [2021-09-26 02:23:57 main:574] : INFO : Epoch 1925 | loss: 0.0311853 | val_loss: 0.0311858 | Time: 5120.18 ms [2021-09-26 02:24:02 main:574] : INFO : Epoch 1926 | loss: 0.031186 | val_loss: 0.0311884 | Time: 5242.24 ms [2021-09-26 02:24:07 main:574] : INFO : Epoch 1927 | loss: 0.0311845 | val_loss: 0.0311898 | Time: 5145.98 ms [2021-09-26 02:24:13 main:574] : INFO : Epoch 1928 | loss: 0.0311868 | val_loss: 0.031188 | Time: 5096.45 ms [2021-09-26 02:24:18 main:574] : INFO : Epoch 1929 | loss: 0.031184 | val_loss: 0.031186 | Time: 5226.37 ms [2021-09-26 02:24:23 main:574] : INFO : Epoch 1930 | loss: 0.0311832 | val_loss: 0.0311849 | Time: 5280.42 ms [2021-09-26 02:24:28 main:574] : INFO : Epoch 1931 | loss: 0.031182 | val_loss: 0.0311844 | Time: 5176.15 ms [2021-09-26 02:24:33 main:574] : INFO : Epoch 1932 | loss: 0.0311828 | val_loss: 0.0311952 | Time: 5138.72 ms [2021-09-26 02:24:39 main:574] : INFO : Epoch 1933 | loss: 0.031183 | val_loss: 0.0311871 | Time: 5348.16 ms [2021-09-26 02:24:44 main:574] : INFO : Epoch 1934 | loss: 0.0311804 | val_loss: 0.0311853 | Time: 5306.62 ms [2021-09-26 02:24:49 main:574] : INFO : Epoch 1935 | loss: 0.0311812 | val_loss: 0.0311843 | Time: 5221.84 ms [2021-09-26 02:24:55 main:574] : INFO : Epoch 1936 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 5310.87 ms [2021-09-26 02:25:00 main:574] : INFO : Epoch 1937 | loss: 0.0311807 | val_loss: 0.0311841 | Time: 5070.86 ms [2021-09-26 02:25:05 main:574] : INFO : Epoch 1938 | loss: 0.0311802 | val_loss: 0.0311842 | Time: 5359.28 ms [2021-09-26 02:25:10 main:574] : INFO : Epoch 1939 | loss: 0.0311811 | val_loss: 0.0311853 | Time: 5317.26 ms [2021-09-26 02:25:16 main:574] : INFO : Epoch 1940 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 5297.72 ms [2021-09-26 02:25:21 main:574] : INFO : Epoch 1941 | loss: 0.0311796 | val_loss: 0.0311847 | Time: 5058.86 ms [2021-09-26 02:25:26 main:574] : INFO : Epoch 1942 | loss: 0.031179 | val_loss: 0.0311863 | Time: 5365.83 ms [2021-09-26 02:25:31 main:574] : INFO : Epoch 1943 | loss: 0.031179 | val_loss: 0.0311839 | Time: 5176.15 ms [2021-09-26 02:25:36 main:574] : INFO : Epoch 1944 | loss: 0.0311775 | val_loss: 0.0311838 | Time: 5163.1 ms [2021-09-26 02:25:42 main:574] : INFO : Epoch 1945 | loss: 0.0311774 | val_loss: 0.0311838 | Time: 5282 ms [2021-09-26 02:25:47 main:574] : INFO : Epoch 1946 | loss: 0.0311769 | val_loss: 0.0311841 | Time: 5265.27 ms [2021-09-26 02:25:52 main:574] : INFO : Epoch 1947 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 5149.83 ms [2021-09-26 02:25:57 main:574] : INFO : Epoch 1948 | loss: 0.0311775 | val_loss: 0.0311836 | Time: 5199.72 ms [2021-09-26 02:26:03 main:574] : INFO : Epoch 1949 | loss: 0.0311763 | val_loss: 0.0311843 | Time: 5198.34 ms [2021-09-26 02:26:08 main:574] : INFO : Epoch 1950 | loss: 0.0311759 | val_loss: 0.0311835 | Time: 5122.44 ms [2021-09-26 02:26:13 main:574] : INFO : Epoch 1951 | loss: 0.0311767 | val_loss: 0.0311847 | Time: 5257.81 ms [2021-09-26 02:26:18 main:574] : INFO : Epoch 1952 | loss: 0.031176 | val_loss: 0.0311867 | Time: 5131.68 ms [2021-09-26 02:26:23 main:574] : INFO : Epoch 1953 | loss: 0.0311759 | val_loss: 0.031184 | Time: 5102.4 ms [2021-09-26 02:26:28 main:574] : INFO : Epoch 1954 | loss: 0.0311766 | val_loss: 0.0311835 | Time: 5165.96 ms [2021-09-26 02:26:33 main:574] : INFO : Epoch 1955 | loss: 0.0311755 | val_loss: 0.0311829 | Time: 5039.26 ms [2021-09-26 02:26:39 main:574] : INFO : Epoch 1956 | loss: 0.0311749 | val_loss: 0.0311838 | Time: 5223.56 ms [2021-09-26 02:26:44 main:574] : INFO : Epoch 1957 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 5023.31 ms [2021-09-26 02:26:49 main:574] : INFO : Epoch 1958 | loss: 0.031175 | val_loss: 0.0311838 | Time: 5203.76 ms [2021-09-26 02:26:54 main:574] : INFO : Epoch 1959 | loss: 0.0311752 | val_loss: 0.0311853 | Time: 5474.09 ms [2021-09-26 02:27:00 main:574] : INFO : Epoch 1960 | loss: 0.0311745 | val_loss: 0.0311831 | Time: 5326.76 ms [2021-09-26 02:27:05 main:574] : INFO : Epoch 1961 | loss: 0.0311751 | val_loss: 0.031185 | Time: 5005.17 ms [2021-09-26 02:27:10 main:574] : INFO : Epoch 1962 | loss: 0.0311769 | val_loss: 0.0311916 | Time: 5158.85 ms [2021-09-26 02:27:15 main:574] : INFO : Epoch 1963 | loss: 0.0311782 | val_loss: 0.031184 | Time: 5179 ms [2021-09-26 02:27:20 main:574] : INFO : Epoch 1964 | loss: 0.0311726 | val_loss: 0.0311819 | Time: 5050.39 ms [2021-09-26 02:27:25 main:574] : INFO : Epoch 1965 | loss: 0.0311721 | val_loss: 0.031183 | Time: 5199.64 ms [2021-09-26 02:27:30 main:574] : INFO : Epoch 1966 | loss: 0.0311723 | val_loss: 0.031187 | Time: 5220.49 ms [2021-09-26 02:27:35 main:574] : INFO : Epoch 1967 | loss: 0.031173 | val_loss: 0.0311866 | Time: 4975 ms [2021-09-26 02:27:41 main:574] : INFO : Epoch 1968 | loss: 0.0311745 | val_loss: 0.0311839 | Time: 5140.44 ms [2021-09-26 02:27:46 main:574] : INFO : Epoch 1969 | loss: 0.0311712 | val_loss: 0.0311824 | Time: 5408.62 ms [2021-09-26 02:27:51 main:574] : INFO : Epoch 1970 | loss: 0.0311708 | val_loss: 0.0311828 | Time: 5205.17 ms [2021-09-26 02:27:56 main:574] : INFO : Epoch 1971 | loss: 0.0311708 | val_loss: 0.0311821 | Time: 5042.78 ms [2021-09-26 02:28:01 main:574] : INFO : Epoch 1972 | loss: 0.0311704 | val_loss: 0.0311826 | Time: 5178.27 ms [2021-09-26 02:28:07 main:574] : INFO : Epoch 1973 | loss: 0.0311718 | val_loss: 0.0311822 | Time: 5278.2 ms [2021-09-26 02:28:12 main:574] : INFO : Epoch 1974 | loss: 0.0311727 | val_loss: 0.0311947 | Time: 5517.88 ms [2021-09-26 02:28:17 main:574] : INFO : Epoch 1975 | loss: 0.0311756 | val_loss: 0.0311853 | Time: 5116.87 ms [2021-09-26 02:28:22 main:574] : INFO : Epoch 1976 | loss: 0.0311731 | val_loss: 0.0311841 | Time: 5011.71 ms [2021-09-26 02:28:27 main:574] : INFO : Epoch 1977 | loss: 0.0311699 | val_loss: 0.0311827 | Time: 5023.69 ms [2021-09-26 02:28:33 main:574] : INFO : Epoch 1978 | loss: 0.0311691 | val_loss: 0.0311835 | Time: 5191.71 ms [2021-09-26 02:28:38 main:574] : INFO : Epoch 1979 | loss: 0.0311691 | val_loss: 0.0311828 | Time: 5237.53 ms [2021-09-26 02:28:43 main:574] : INFO : Epoch 1980 | loss: 0.0311691 | val_loss: 0.0311835 | Time: 5265.16 ms [2021-09-26 02:28:48 main:574] : INFO : Epoch 1981 | loss: 0.0311732 | val_loss: 0.0311821 | Time: 5168.14 ms [2021-09-26 02:28:53 main:574] : INFO : Epoch 1982 | loss: 0.0311729 | val_loss: 0.0311835 | Time: 5121.3 ms [2021-09-26 02:28:59 main:574] : INFO : Epoch 1983 | loss: 0.0311702 | val_loss: 0.0311816 | Time: 5242.61 ms [2021-09-26 02:29:04 main:574] : INFO : Epoch 1984 | loss: 0.0311679 | val_loss: 0.0311821 | Time: 5056.67 ms [2021-09-26 02:29:09 main:574] : INFO : Epoch 1985 | loss: 0.0311677 | val_loss: 0.031183 | Time: 5145.94 ms [2021-09-26 02:29:14 main:574] : INFO : Epoch 1986 | loss: 0.0311674 | val_loss: 0.0311826 | Time: 5266.03 ms [2021-09-26 02:29:19 main:574] : INFO : Epoch 1987 | loss: 0.0311683 | val_loss: 0.0311861 | Time: 5123.31 ms [2021-09-26 02:29:24 main:574] : INFO : Epoch 1988 | loss: 0.0311696 | val_loss: 0.0311876 | Time: 5176.07 ms [2021-09-26 02:29:30 main:574] : INFO : Epoch 1989 | loss: 0.0311724 | val_loss: 0.031186 | Time: 5195.26 ms [2021-09-26 02:29:35 main:574] : INFO : Epoch 1990 | loss: 0.0311697 | val_loss: 0.031182 | Time: 5044.03 ms [2021-09-26 02:29:40 main:574] : INFO : Epoch 1991 | loss: 0.0311677 | val_loss: 0.0311837 | Time: 5137.67 ms [2021-09-26 02:29:45 main:574] : INFO : Epoch 1992 | loss: 0.0311693 | val_loss: 0.0311824 | Time: 5092.49 ms [2021-09-26 02:29:50 main:574] : INFO : Epoch 1993 | loss: 0.0311666 | val_loss: 0.0311839 | Time: 5093.36 ms [2021-09-26 02:29:55 main:574] : INFO : Epoch 1994 | loss: 0.0311659 | val_loss: 0.0311823 | Time: 5084.05 ms [2021-09-26 02:30:00 main:574] : INFO : Epoch 1995 | loss: 0.0311665 | val_loss: 0.031185 | Time: 5090.77 ms [2021-09-26 02:30:05 main:574] : INFO : Epoch 1996 | loss: 0.0311672 | val_loss: 0.0311831 | Time: 5285.43 ms [2021-09-26 02:30:11 main:574] : INFO : Epoch 1997 | loss: 0.0311662 | val_loss: 0.0311843 | Time: 5318.99 ms [2021-09-26 02:30:16 main:574] : INFO : Epoch 1998 | loss: 0.031166 | val_loss: 0.0311844 | Time: 5064.01 ms [2021-09-26 02:30:21 main:574] : INFO : Epoch 1999 | loss: 0.0311656 | val_loss: 0.0311853 | Time: 5337 ms [2021-09-26 02:30:27 main:574] : INFO : Epoch 2000 | loss: 0.0311663 | val_loss: 0.0311828 | Time: 5274.89 ms [2021-09-26 02:30:32 main:574] : INFO : Epoch 2001 | loss: 0.0311661 | val_loss: 0.0311838 | Time: 5311.84 ms [2021-09-26 02:30:37 main:574] : INFO : Epoch 2002 | loss: 0.0311665 | val_loss: 0.0311843 | Time: 5278.9 ms [2021-09-26 02:30:42 main:574] : INFO : Epoch 2003 | loss: 0.0311682 | val_loss: 0.0311843 | Time: 5382.94 ms [2021-09-26 02:30:48 main:574] : INFO : Epoch 2004 | loss: 0.0311669 | val_loss: 0.0311809 | Time: 5310.9 ms [2021-09-26 02:30:53 main:574] : INFO : Epoch 2005 | loss: 0.0311686 | val_loss: 0.0311844 | Time: 5110.3 ms [2021-09-26 02:30:58 main:574] : INFO : Epoch 2006 | loss: 0.031167 | val_loss: 0.0311876 | Time: 5341.9 ms [2021-09-26 02:31:03 main:574] : INFO : Epoch 2007 | loss: 0.0311655 | val_loss: 0.0311821 | Time: 4992.05 ms [2021-09-26 02:31:08 main:574] : INFO : Epoch 2008 | loss: 0.0311666 | val_loss: 0.0311819 | Time: 5074.1 ms [2021-09-26 02:31:13 main:574] : INFO : Epoch 2009 | loss: 0.0311645 | val_loss: 0.0311847 | Time: 5133.53 ms [2021-09-26 02:31:19 main:574] : INFO : Epoch 2010 | loss: 0.0311651 | val_loss: 0.031181 | Time: 5276.29 ms [2021-09-26 02:31:24 main:574] : INFO : Epoch 2011 | loss: 0.0311644 | val_loss: 0.0311818 | Time: 5207.11 ms [2021-09-26 02:31:29 main:574] : INFO : Epoch 2012 | loss: 0.0311639 | val_loss: 0.0311856 | Time: 5018.46 ms [2021-09-26 02:31:34 main:574] : INFO : Epoch 2013 | loss: 0.0311641 | val_loss: 0.0311831 | Time: 5252.17 ms [2021-09-26 02:31:39 main:574] : INFO : Epoch 2014 | loss: 0.0311673 | val_loss: 0.0311821 | Time: 5168.82 ms [2021-09-26 02:31:44 main:574] : INFO : Epoch 2015 | loss: 0.0311701 | val_loss: 0.0311865 | Time: 4984.47 ms [2021-09-26 02:31:50 main:574] : INFO : Epoch 2016 | loss: 0.031165 | val_loss: 0.031184 | Time: 5090.89 ms [2021-09-26 02:31:55 main:574] : INFO : Epoch 2017 | loss: 0.0311666 | val_loss: 0.0311828 | Time: 5022.6 ms [2021-09-26 02:32:00 main:574] : INFO : Epoch 2018 | loss: 0.0311657 | val_loss: 0.0311882 | Time: 5269.13 ms [2021-09-26 02:32:05 main:574] : INFO : Epoch 2019 | loss: 0.0311645 | val_loss: 0.0311825 | Time: 5282.85 ms [2021-09-26 02:32:10 main:574] : INFO : Epoch 2020 | loss: 0.0311624 | val_loss: 0.0311844 | Time: 5259.54 ms [2021-09-26 02:32:16 main:574] : INFO : Epoch 2021 | loss: 0.0311626 | val_loss: 0.0311814 | Time: 5240.12 ms [2021-09-26 02:32:21 main:574] : INFO : Epoch 2022 | loss: 0.0311634 | val_loss: 0.031186 | Time: 5000.26 ms [2021-09-26 02:32:26 main:574] : INFO : Epoch 2023 | loss: 0.0311635 | val_loss: 0.0311835 | Time: 5279.34 ms [2021-09-26 02:32:31 main:574] : INFO : Epoch 2024 | loss: 0.0311636 | val_loss: 0.0311799 | Time: 5270.7 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1650) [2021-09-26 02:55:01 main:435] : INFO : Set logging level to 1 [2021-09-26 02:55:01 main:441] : INFO : Running in BOINC Client mode [2021-09-26 02:55:01 main:444] : INFO : Resolving all filenames [2021-09-26 02:55:01 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-26 02:55:01 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734872-19130-1_0_r1075586501_1 (exists = 1) [2021-09-26 02:55:01 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734872-19130-1_0_r1075586501_0 (exists = 0) [2021-09-26 02:55:01 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734872-19130-1 (exists = 1) [2021-09-26 02:55:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-26 02:55:01 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-26 02:55:01 main:474] : INFO : Configuration: [2021-09-26 02:55:01 main:475] : INFO : Model type: GRU [2021-09-26 02:55:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-26 02:55:01 main:477] : INFO : Max Epochs: 2048 [2021-09-26 02:55:01 main:478] : INFO : Batch Size: 128 [2021-09-26 02:55:01 main:479] : INFO : Learning Rate: 0.01 [2021-09-26 02:55:01 main:480] : INFO : Patience: 10 [2021-09-26 02:55:01 main:481] : INFO : Hidden Width: 12 [2021-09-26 02:55:01 main:482] : INFO : # Recurrent Layers: 4 [2021-09-26 02:55:01 main:483] : INFO : # Backend Layers: 4 [2021-09-26 02:55:01 main:484] : INFO : # Threads: 1 [2021-09-26 02:55:01 main:486] : INFO : Preparing Dataset [2021-09-26 02:55:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-26 02:55:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-26 02:55:03 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-26 02:55:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-26 02:55:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-26 02:55:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-26 02:55:03 main:494] : INFO : Creating Model [2021-09-26 02:55:03 main:507] : INFO : Preparing config file [2021-09-26 02:55:03 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-26 02:55:03 main:512] : INFO : Loading config [2021-09-26 02:55:03 main:514] : INFO : Loading state [2021-09-26 02:55:04 main:559] : INFO : Loading DataLoader into Memory [2021-09-26 02:55:04 main:562] : INFO : Starting Training [2021-09-26 02:55:10 main:574] : INFO : Epoch 2014 | loss: 0.0320186 | val_loss: 0.0313139 | Time: 5294.9 ms [2021-09-26 02:55:15 main:574] : INFO : Epoch 2015 | loss: 0.0312968 | val_loss: 0.0312674 | Time: 4992.19 ms [2021-09-26 02:55:20 main:574] : INFO : Epoch 2016 | loss: 0.0312597 | val_loss: 0.0312567 | Time: 5362.06 ms [2021-09-26 02:55:25 main:574] : INFO : Epoch 2017 | loss: 0.0312515 | val_loss: 0.0312476 | Time: 5103.01 ms [2021-09-26 02:55:30 main:574] : INFO : Epoch 2018 | loss: 0.0312466 | val_loss: 0.0312443 | Time: 5154.18 ms [2021-09-26 02:55:35 main:574] : INFO : Epoch 2019 | loss: 0.0312418 | val_loss: 0.031238 | Time: 5167 ms [2021-09-26 02:55:41 main:574] : INFO : Epoch 2020 | loss: 0.0312328 | val_loss: 0.0312259 | Time: 5169.53 ms [2021-09-26 02:55:46 main:574] : INFO : Epoch 2021 | loss: 0.031217 | val_loss: 0.031205 | Time: 5141.57 ms [2021-09-26 02:55:51 main:574] : INFO : Epoch 2022 | loss: 0.031196 | val_loss: 0.0311843 | Time: 5017.95 ms [2021-09-26 02:55:56 main:574] : INFO : Epoch 2023 | loss: 0.0311832 | val_loss: 0.0311787 | Time: 5239.31 ms [2021-09-26 02:56:01 main:574] : INFO : Epoch 2024 | loss: 0.0311784 | val_loss: 0.031176 | Time: 5410.2 ms [2021-09-26 02:56:06 main:574] : INFO : Epoch 2025 | loss: 0.0311779 | val_loss: 0.0311756 | Time: 5011.09 ms [2021-09-26 02:56:12 main:574] : INFO : Epoch 2026 | loss: 0.031176 | val_loss: 0.0311793 | Time: 5251.1 ms [2021-09-26 02:56:17 main:574] : INFO : Epoch 2027 | loss: 0.031175 | val_loss: 0.0311775 | Time: 5116.99 ms [2021-09-26 02:56:22 main:574] : INFO : Epoch 2028 | loss: 0.0311712 | val_loss: 0.0311739 | Time: 5308.88 ms [2021-09-26 02:56:27 main:574] : INFO : Epoch 2029 | loss: 0.03117 | val_loss: 0.0311721 | Time: 5314.84 ms [2021-09-26 02:56:33 main:574] : INFO : Epoch 2030 | loss: 0.0311689 | val_loss: 0.0311728 | Time: 5191.95 ms [2021-09-26 02:56:38 main:574] : INFO : Epoch 2031 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 5412.23 ms [2021-09-26 02:56:43 main:574] : INFO : Epoch 2032 | loss: 0.03117 | val_loss: 0.0311738 | Time: 5078.09 ms [2021-09-26 02:56:48 main:574] : INFO : Epoch 2033 | loss: 0.031171 | val_loss: 0.0311743 | Time: 5260.71 ms [2021-09-26 02:56:54 main:574] : INFO : Epoch 2034 | loss: 0.0311702 | val_loss: 0.0311735 | Time: 5181.03 ms [2021-09-26 02:56:59 main:574] : INFO : Epoch 2035 | loss: 0.0311661 | val_loss: 0.0311715 | Time: 5433.1 ms [2021-09-26 02:57:04 main:574] : INFO : Epoch 2036 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 5189.21 ms [2021-09-26 02:57:10 main:574] : INFO : Epoch 2037 | loss: 0.0311667 | val_loss: 0.0311679 | Time: 5592.63 ms [2021-09-26 02:57:15 main:574] : INFO : Epoch 2038 | loss: 0.0311655 | val_loss: 0.031169 | Time: 5124.19 ms [2021-09-26 02:57:20 main:574] : INFO : Epoch 2039 | loss: 0.0311641 | val_loss: 0.0311679 | Time: 5085.15 ms [2021-09-26 02:57:25 main:574] : INFO : Epoch 2040 | loss: 0.0311637 | val_loss: 0.03117 | Time: 5187.28 ms [2021-09-26 02:57:30 main:574] : INFO : Epoch 2041 | loss: 0.0311624 | val_loss: 0.031176 | Time: 5279.15 ms [2021-09-26 02:57:36 main:574] : INFO : Epoch 2042 | loss: 0.0311657 | val_loss: 0.0311718 | Time: 5244.65 ms [2021-09-26 02:57:41 main:574] : INFO : Epoch 2043 | loss: 0.0311629 | val_loss: 0.0311682 | Time: 5135.95 ms [2021-09-26 02:57:46 main:574] : INFO : Epoch 2044 | loss: 0.0311612 | val_loss: 0.0311691 | Time: 5176.69 ms [2021-09-26 02:57:51 main:574] : INFO : Epoch 2045 | loss: 0.0311609 | val_loss: 0.0311686 | Time: 5131.96 ms [2021-09-26 02:57:57 main:574] : INFO : Epoch 2046 | loss: 0.0311614 | val_loss: 0.0311746 | Time: 5426.78 ms [2021-09-26 02:58:02 main:574] : INFO : Epoch 2047 | loss: 0.0311643 | val_loss: 0.0311692 | Time: 5310.57 ms [2021-09-26 02:58:07 main:574] : INFO : Epoch 2048 | loss: 0.0311637 | val_loss: 0.0311695 | Time: 5186.52 ms [2021-09-26 02:58:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311695 [2021-09-26 02:58:07 main:603] : INFO : Saving end state to config to file [2021-09-26 02:58:07 main:608] : INFO : Success, exiting.. 02:58:07 (11160): 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)