Task 14099231
| Name | ParityModified-1647047354-17164-2-0_2 |
| Workunit | 10767428 |
| Created | 30 Mar 2022, 17:38:43 UTC |
| Sent | 30 Mar 2022, 19:01:39 UTC |
| Report deadline | 7 Apr 2022, 19:01:39 UTC |
| Received | 31 Mar 2022, 2:07:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17108 |
| Run time | 3 hours 7 min 14 sec |
| CPU time | 2 hours 58 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1591 | loss: 0.0312002 | val_loss: 0.0312109 | Time: 5162.12 ms [2022-03-31 01:41:54 main:574] : INFO : Epoch 1592 | loss: 0.0312064 | val_loss: 0.0312139 | Time: 5257.88 ms [2022-03-31 01:41:59 main:574] : INFO : Epoch 1593 | loss: 0.0312103 | val_loss: 0.0312074 | Time: 5231.34 ms [2022-03-31 01:42:05 main:574] : INFO : Epoch 1594 | loss: 0.031204 | val_loss: 0.0312028 | Time: 5131.81 ms [2022-03-31 01:42:10 main:574] : INFO : Epoch 1595 | loss: 0.0311993 | val_loss: 0.0312024 | Time: 5252.05 ms [2022-03-31 01:42:16 main:574] : INFO : Epoch 1596 | loss: 0.0311954 | val_loss: 0.0312015 | Time: 5198.73 ms [2022-03-31 01:42:21 main:574] : INFO : Epoch 1597 | loss: 0.0311951 | val_loss: 0.0312021 | Time: 5213.4 ms [2022-03-31 01:42:27 main:574] : INFO : Epoch 1598 | loss: 0.0311949 | val_loss: 0.0312032 | Time: 5241.97 ms [2022-03-31 01:42:32 main:574] : INFO : Epoch 1599 | loss: 0.0311947 | val_loss: 0.0312043 | Time: 5236.14 ms [2022-03-31 01:42:37 main:574] : INFO : Epoch 1600 | loss: 0.0311959 | val_loss: 0.0312027 | Time: 5190.61 ms [2022-03-31 01:42:42 main:574] : INFO : Epoch 1601 | loss: 0.0311955 | val_loss: 0.031202 | Time: 5177.23 ms [2022-03-31 01:42:48 main:574] : INFO : Epoch 1602 | loss: 0.0311949 | val_loss: 0.0312042 | Time: 5250.13 ms [2022-03-31 01:42:53 main:574] : INFO : Epoch 1603 | loss: 0.0311954 | val_loss: 0.031202 | Time: 5225.63 ms [2022-03-31 01:42:58 main:574] : INFO : Epoch 1604 | loss: 0.0311953 | val_loss: 0.0312022 | Time: 5197.66 ms [2022-03-31 01:43:04 main:574] : INFO : Epoch 1605 | loss: 0.0311952 | val_loss: 0.031202 | Time: 5165.01 ms [2022-03-31 01:43:09 main:574] : INFO : Epoch 1606 | loss: 0.0311952 | val_loss: 0.0312015 | Time: 5141.65 ms [2022-03-31 01:43:15 main:574] : INFO : Epoch 1607 | loss: 0.0311961 | val_loss: 0.031203 | Time: 5225.84 ms [2022-03-31 01:43:20 main:574] : INFO : Epoch 1608 | loss: 0.0311967 | val_loss: 0.0312041 | Time: 5150.73 ms [2022-03-31 01:43:26 main:574] : INFO : Epoch 1609 | loss: 0.0311967 | val_loss: 0.0312012 | Time: 5257.37 ms [2022-03-31 01:43:31 main:574] : INFO : Epoch 1610 | loss: 0.0311958 | val_loss: 0.0312014 | Time: 5200.36 ms [2022-03-31 01:43:36 main:574] : INFO : Epoch 1611 | loss: 0.031195 | val_loss: 0.0312021 | Time: 5216.81 ms [2022-03-31 01:43:42 main:574] : INFO : Epoch 1612 | loss: 0.031195 | val_loss: 0.0312021 | Time: 5230.73 ms [2022-03-31 01:43:47 main:574] : INFO : Epoch 1613 | loss: 0.0311957 | val_loss: 0.0312021 | Time: 5159.59 ms [2022-03-31 01:43:52 main:574] : INFO : Epoch 1614 | loss: 0.0311962 | val_loss: 0.0312035 | Time: 5194.11 ms [2022-03-31 01:43:57 main:574] : INFO : Epoch 1615 | loss: 0.0311995 | val_loss: 0.0312078 | Time: 5198.11 ms [2022-03-31 01:44:03 main:574] : INFO : Epoch 1616 | loss: 0.031197 | val_loss: 0.0312053 | Time: 5195.35 ms [2022-03-31 01:44:09 main:574] : INFO : Epoch 1617 | loss: 0.0311966 | val_loss: 0.0312017 | Time: 5210.42 ms [2022-03-31 01:44:15 main:574] : INFO : Epoch 1618 | loss: 0.0311976 | val_loss: 0.0312012 | Time: 5164.82 ms [2022-03-31 01:44:20 main:574] : INFO : Epoch 1619 | loss: 0.0311973 | val_loss: 0.0312022 | Time: 5179.24 ms [2022-03-31 01:44:25 main:574] : INFO : Epoch 1620 | loss: 0.0311965 | val_loss: 0.0312022 | Time: 5226.21 ms [2022-03-31 01:44:31 main:574] : INFO : Epoch 1621 | loss: 0.0311957 | val_loss: 0.0312021 | Time: 5240.91 ms [2022-03-31 01:44:37 main:574] : INFO : Epoch 1622 | loss: 0.0311948 | val_loss: 0.0312026 | Time: 5158.13 ms [2022-03-31 01:44:42 main:574] : INFO : Epoch 1623 | loss: 0.0311944 | val_loss: 0.0312014 | Time: 5166.99 ms [2022-03-31 01:44:47 main:574] : INFO : Epoch 1624 | loss: 0.0311943 | val_loss: 0.0312014 | Time: 5208.79 ms [2022-03-31 01:44:53 main:574] : INFO : Epoch 1625 | loss: 0.0311941 | val_loss: 0.0312021 | Time: 5233.1 ms [2022-03-31 01:44:59 main:574] : INFO : Epoch 1626 | loss: 0.0311941 | val_loss: 0.0312017 | Time: 5188 ms [2022-03-31 01:45:04 main:574] : INFO : Epoch 1627 | loss: 0.0311947 | val_loss: 0.0312032 | Time: 5147.46 ms [2022-03-31 01:45:09 main:574] : INFO : Epoch 1628 | loss: 0.0311981 | val_loss: 0.0312047 | Time: 5238.43 ms [2022-03-31 01:45:15 main:574] : INFO : Epoch 1629 | loss: 0.031198 | val_loss: 0.031202 | Time: 5146.92 ms [2022-03-31 01:45:20 main:574] : INFO : Epoch 1630 | loss: 0.031197 | val_loss: 0.0312052 | Time: 5215.32 ms [2022-03-31 01:45:26 main:574] : INFO : Epoch 1631 | loss: 0.0311952 | val_loss: 0.031202 | Time: 5133.45 ms [2022-03-31 01:45:31 main:574] : INFO : Epoch 1632 | loss: 0.0311941 | val_loss: 0.0312022 | Time: 5166.78 ms [2022-03-31 01:45:36 main:574] : INFO : Epoch 1633 | loss: 0.0311944 | val_loss: 0.0312023 | Time: 5202.15 ms [2022-03-31 01:45:42 main:574] : INFO : Epoch 1634 | loss: 0.031195 | val_loss: 0.0312011 | Time: 5242.08 ms [2022-03-31 01:45:48 main:574] : INFO : Epoch 1635 | loss: 0.0311943 | val_loss: 0.0312019 | Time: 5181.61 ms [2022-03-31 01:45:53 main:574] : INFO : Epoch 1636 | loss: 0.0311946 | val_loss: 0.0312023 | Time: 5284.78 ms [2022-03-31 01:45:58 main:574] : INFO : Epoch 1637 | loss: 0.0311952 | val_loss: 0.0312021 | Time: 5239.71 ms [2022-03-31 01:46:04 main:574] : INFO : Epoch 1638 | loss: 0.0311948 | val_loss: 0.0312006 | Time: 5251.98 ms [2022-03-31 01:46:09 main:574] : INFO : Epoch 1639 | loss: 0.0311958 | val_loss: 0.0312015 | Time: 5154.12 ms [2022-03-31 01:46:15 main:574] : INFO : Epoch 1640 | loss: 0.0311954 | val_loss: 0.0312028 | Time: 5239.57 ms [2022-03-31 01:46:20 main:574] : INFO : Epoch 1641 | loss: 0.0311953 | val_loss: 0.0312048 | Time: 5241.88 ms [2022-03-31 01:46:25 main:574] : INFO : Epoch 1642 | loss: 0.0311972 | val_loss: 0.0312023 | Time: 5135.71 ms [2022-03-31 01:46:30 main:574] : INFO : Epoch 1643 | loss: 0.0311949 | val_loss: 0.0312029 | Time: 5177.22 ms [2022-03-31 01:46:36 main:574] : INFO : Epoch 1644 | loss: 0.0311949 | val_loss: 0.0312027 | Time: 5256.13 ms [2022-03-31 01:46:41 main:574] : INFO : Epoch 1645 | loss: 0.0311949 | val_loss: 0.0312017 | Time: 5162.16 ms [2022-03-31 01:46:46 main:574] : INFO : Epoch 1646 | loss: 0.0311955 | val_loss: 0.0312046 | Time: 5212.41 ms [2022-03-31 01:46:51 main:574] : INFO : Epoch 1647 | loss: 0.0311987 | val_loss: 0.0312012 | Time: 5203.64 ms [2022-03-31 01:46:56 main:574] : INFO : Epoch 1648 | loss: 0.0311956 | val_loss: 0.0312025 | Time: 5183.5 ms [2022-03-31 01:47:02 main:574] : INFO : Epoch 1649 | loss: 0.0311965 | val_loss: 0.0312031 | Time: 5142.69 ms [2022-03-31 01:47:07 main:574] : INFO : Epoch 1650 | loss: 0.0311952 | val_loss: 0.0312079 | Time: 5202.55 ms [2022-03-31 01:47:12 main:574] : INFO : Epoch 1651 | loss: 0.031195 | val_loss: 0.0312023 | Time: 5253.24 ms [2022-03-31 01:47:18 main:574] : INFO : Epoch 1652 | loss: 0.0311959 | val_loss: 0.0312055 | Time: 5192.59 ms [2022-03-31 01:47:23 main:574] : INFO : Epoch 1653 | loss: 0.0311955 | val_loss: 0.0312022 | Time: 5165.3 ms [2022-03-31 01:47:28 main:574] : INFO : Epoch 1654 | loss: 0.0311948 | val_loss: 0.0312017 | Time: 5210.52 ms [2022-03-31 01:47:33 main:574] : INFO : Epoch 1655 | loss: 0.0311942 | val_loss: 0.0312014 | Time: 5215.75 ms [2022-03-31 01:47:38 main:574] : INFO : Epoch 1656 | loss: 0.0311937 | val_loss: 0.0312022 | Time: 5160.05 ms [2022-03-31 01:47:44 main:574] : INFO : Epoch 1657 | loss: 0.0311948 | val_loss: 0.0312025 | Time: 5285.95 ms [2022-03-31 01:47:49 main:574] : INFO : Epoch 1658 | loss: 0.0311951 | val_loss: 0.0312031 | Time: 5270.38 ms [2022-03-31 01:47:55 main:574] : INFO : Epoch 1659 | loss: 0.0311952 | val_loss: 0.0312023 | Time: 5151.63 ms [2022-03-31 01:48:00 main:574] : INFO : Epoch 1660 | loss: 0.0311943 | val_loss: 0.0312025 | Time: 5143.16 ms [2022-03-31 01:48:06 main:574] : INFO : Epoch 1661 | loss: 0.0311942 | val_loss: 0.0312025 | Time: 5200.61 ms [2022-03-31 01:48:11 main:574] : INFO : Epoch 1662 | loss: 0.031195 | val_loss: 0.031205 | Time: 5260.78 ms [2022-03-31 01:48:17 main:574] : INFO : Epoch 1663 | loss: 0.031196 | val_loss: 0.0312021 | Time: 5231.48 ms [2022-03-31 01:48:22 main:574] : INFO : Epoch 1664 | loss: 0.0311953 | val_loss: 0.0312047 | Time: 5183.58 ms [2022-03-31 01:48:27 main:574] : INFO : Epoch 1665 | loss: 0.0311958 | val_loss: 0.0312019 | Time: 5156.22 ms [2022-03-31 01:48:33 main:574] : INFO : Epoch 1666 | loss: 0.0311945 | val_loss: 0.031203 | Time: 5223.35 ms [2022-03-31 01:48:38 main:574] : INFO : Epoch 1667 | loss: 0.0311945 | val_loss: 0.0312016 | Time: 5197.63 ms [2022-03-31 01:48:43 main:574] : INFO : Epoch 1668 | loss: 0.0311951 | val_loss: 0.0312022 | Time: 5158.57 ms [2022-03-31 01:48:48 main:574] : INFO : Epoch 1669 | loss: 0.0311959 | val_loss: 0.0312109 | Time: 5161.33 ms [2022-03-31 01:48:54 main:574] : INFO : Epoch 1670 | loss: 0.0311984 | val_loss: 0.031205 | Time: 5227.51 ms [2022-03-31 01:48:59 main:574] : INFO : Epoch 1671 | loss: 0.0311949 | val_loss: 0.0312024 | Time: 5246.56 ms [2022-03-31 01:49:04 main:574] : INFO : Epoch 1672 | loss: 0.0311959 | val_loss: 0.0312024 | Time: 5204.11 ms [2022-03-31 01:49:10 main:574] : INFO : Epoch 1673 | loss: 0.0311939 | val_loss: 0.0312023 | Time: 5203.23 ms [2022-03-31 01:49:15 main:574] : INFO : Epoch 1674 | loss: 0.0311939 | val_loss: 0.0312037 | Time: 5206.16 ms [2022-03-31 01:49:20 main:574] : INFO : Epoch 1675 | loss: 0.0311962 | val_loss: 0.0312036 | Time: 5203.31 ms [2022-03-31 01:49:25 main:574] : INFO : Epoch 1676 | loss: 0.0311959 | val_loss: 0.0312033 | Time: 5113.95 ms [2022-03-31 01:49:30 main:574] : INFO : Epoch 1677 | loss: 0.0311953 | val_loss: 0.0312019 | Time: 5186.59 ms [2022-03-31 01:49:36 main:574] : INFO : Epoch 1678 | loss: 0.0311952 | val_loss: 0.0312016 | Time: 5165.74 ms [2022-03-31 01:49:41 main:574] : INFO : Epoch 1679 | loss: 0.0311965 | val_loss: 0.0312009 | Time: 5132.18 ms [2022-03-31 01:49:47 main:574] : INFO : Epoch 1680 | loss: 0.0311966 | val_loss: 0.031203 | Time: 5190.14 ms [2022-03-31 01:49:52 main:574] : INFO : Epoch 1681 | loss: 0.0311954 | val_loss: 0.0312021 | Time: 5165.47 ms [2022-03-31 01:49:58 main:574] : INFO : Epoch 1682 | loss: 0.0311963 | val_loss: 0.0312066 | Time: 5295.1 ms [2022-03-31 01:50:04 main:574] : INFO : Epoch 1683 | loss: 0.0311961 | val_loss: 0.0312029 | Time: 5241.66 ms [2022-03-31 01:50:10 main:574] : INFO : Epoch 1684 | loss: 0.0311959 | val_loss: 0.031202 | Time: 5220.75 ms [2022-03-31 01:50:15 main:574] : INFO : Epoch 1685 | loss: 0.0311952 | val_loss: 0.0312022 | Time: 5197.01 ms [2022-03-31 01:50:20 main:574] : INFO : Epoch 1686 | loss: 0.0311951 | val_loss: 0.0312019 | Time: 5204.94 ms [2022-03-31 01:50:26 main:574] : INFO : Epoch 1687 | loss: 0.0311949 | val_loss: 0.0312028 | Time: 5200.17 ms [2022-03-31 01:50:31 main:574] : INFO : Epoch 1688 | loss: 0.0311956 | val_loss: 0.0312025 | Time: 5300.79 ms [2022-03-31 01:50:37 main:574] : INFO : Epoch 1689 | loss: 0.0311975 | val_loss: 0.031204 | Time: 5269.51 ms [2022-03-31 01:50:42 main:574] : INFO : Epoch 1690 | loss: 0.0311993 | val_loss: 0.0312077 | Time: 5222.96 ms [2022-03-31 01:50:47 main:574] : INFO : Epoch 1691 | loss: 0.0311965 | val_loss: 0.0312028 | Time: 5235.2 ms [2022-03-31 01:50:53 main:574] : INFO : Epoch 1692 | loss: 0.0311948 | val_loss: 0.0312059 | Time: 5281.12 ms [2022-03-31 01:50:58 main:574] : INFO : Epoch 1693 | loss: 0.0311961 | val_loss: 0.0312054 | Time: 5191.41 ms [2022-03-31 01:51:03 main:574] : INFO : Epoch 1694 | loss: 0.0311948 | val_loss: 0.0312025 | Time: 5196.91 ms [2022-03-31 01:51:08 main:574] : INFO : Epoch 1695 | loss: 0.0311938 | val_loss: 0.0312022 | Time: 5180.64 ms [2022-03-31 01:51:14 main:574] : INFO : Epoch 1696 | loss: 0.0311941 | val_loss: 0.0312022 | Time: 5199 ms [2022-03-31 01:51:20 main:574] : INFO : Epoch 1697 | loss: 0.0311938 | val_loss: 0.0312026 | Time: 5214.1 ms [2022-03-31 01:51:25 main:574] : INFO : Epoch 1698 | loss: 0.0311944 | val_loss: 0.0312022 | Time: 5284.39 ms [2022-03-31 01:51:31 main:574] : INFO : Epoch 1699 | loss: 0.031194 | val_loss: 0.0312035 | Time: 5356.86 ms [2022-03-31 01:51:36 main:574] : INFO : Epoch 1700 | loss: 0.0311964 | val_loss: 0.0312019 | Time: 5276.67 ms [2022-03-31 01:51:42 main:574] : INFO : Epoch 1701 | loss: 0.0311952 | val_loss: 0.031203 | Time: 5204.6 ms [2022-03-31 01:51:47 main:574] : INFO : Epoch 1702 | loss: 0.0311939 | val_loss: 0.0312013 | Time: 5202.45 ms [2022-03-31 01:51:53 main:574] : INFO : Epoch 1703 | loss: 0.0311934 | val_loss: 0.0312031 | Time: 5245.57 ms [2022-03-31 01:51:58 main:574] : INFO : Epoch 1704 | loss: 0.0311945 | val_loss: 0.0312027 | Time: 5228.15 ms [2022-03-31 01:52:03 main:574] : INFO : Epoch 1705 | loss: 0.0311944 | val_loss: 0.0312023 | Time: 5224.57 ms [2022-03-31 01:52:08 main:574] : INFO : Epoch 1706 | loss: 0.0311943 | val_loss: 0.0312067 | Time: 5175.54 ms [2022-03-31 01:52:14 main:574] : INFO : Epoch 1707 | loss: 0.0311975 | val_loss: 0.0312051 | Time: 5169.12 ms [2022-03-31 01:52:19 main:574] : INFO : Epoch 1708 | loss: 0.0311969 | val_loss: 0.0312029 | Time: 5195.48 ms [2022-03-31 01:52:24 main:574] : INFO : Epoch 1709 | loss: 0.0311968 | val_loss: 0.0312038 | Time: 5238.34 ms [2022-03-31 01:52:30 main:574] : INFO : Epoch 1710 | loss: 0.0311945 | val_loss: 0.0312021 | Time: 5231.47 ms [2022-03-31 01:52:35 main:574] : INFO : Epoch 1711 | loss: 0.0311941 | val_loss: 0.0312037 | Time: 5189.55 ms [2022-03-31 01:52:40 main:574] : INFO : Epoch 1712 | loss: 0.0311944 | val_loss: 0.0312022 | Time: 5190.66 ms [2022-03-31 01:52:46 main:574] : INFO : Epoch 1713 | loss: 0.0311939 | val_loss: 0.0312026 | Time: 5190.84 ms [2022-03-31 01:52:51 main:574] : INFO : Epoch 1714 | loss: 0.0311933 | val_loss: 0.0312021 | Time: 5195 ms [2022-03-31 01:52:57 main:574] : INFO : Epoch 1715 | loss: 0.0311948 | val_loss: 0.0312081 | Time: 5188.21 ms [2022-03-31 01:53:02 main:574] : INFO : Epoch 1716 | loss: 0.0311948 | val_loss: 0.0312037 | Time: 5153.56 ms [2022-03-31 01:53:08 main:574] : INFO : Epoch 1717 | loss: 0.0311937 | val_loss: 0.0312029 | Time: 5166.76 ms [2022-03-31 01:53:13 main:574] : INFO : Epoch 1718 | loss: 0.0311947 | val_loss: 0.031202 | Time: 5118.58 ms [2022-03-31 01:53:18 main:574] : INFO : Epoch 1719 | loss: 0.0311938 | val_loss: 0.0312028 | Time: 5197.44 ms [2022-03-31 01:53:23 main:574] : INFO : Epoch 1720 | loss: 0.0311937 | val_loss: 0.0312024 | Time: 5184.51 ms [2022-03-31 01:53:30 main:574] : INFO : Epoch 1721 | loss: 0.0311937 | val_loss: 0.0312042 | Time: 5199.9 ms [2022-03-31 01:53:35 main:574] : INFO : Epoch 1722 | loss: 0.0311936 | val_loss: 0.0312016 | Time: 5174.82 ms [2022-03-31 01:53:40 main:574] : INFO : Epoch 1723 | loss: 0.0311936 | val_loss: 0.0312036 | Time: 5171.41 ms [2022-03-31 01:53:46 main:574] : INFO : Epoch 1724 | loss: 0.0311936 | val_loss: 0.0312032 | Time: 5208.99 ms [2022-03-31 01:53:51 main:574] : INFO : Epoch 1725 | loss: 0.0311944 | val_loss: 0.0312071 | Time: 5224.92 ms [2022-03-31 01:53:56 main:574] : INFO : Epoch 1726 | loss: 0.0311965 | val_loss: 0.0312045 | Time: 5276.02 ms [2022-03-31 01:54:01 main:574] : INFO : Epoch 1727 | loss: 0.0311988 | val_loss: 0.0312041 | Time: 5229.06 ms [2022-03-31 01:54:08 main:574] : INFO : Epoch 1728 | loss: 0.0311969 | val_loss: 0.0312034 | Time: 5189.4 ms [2022-03-31 01:54:13 main:574] : INFO : Epoch 1729 | loss: 0.0311952 | val_loss: 0.0312029 | Time: 5146.16 ms [2022-03-31 01:54:18 main:574] : INFO : Epoch 1730 | loss: 0.0311964 | val_loss: 0.0312023 | Time: 5144.34 ms [2022-03-31 01:54:24 main:574] : INFO : Epoch 1731 | loss: 0.0311956 | val_loss: 0.0312047 | Time: 5153.36 ms [2022-03-31 01:54:29 main:574] : INFO : Epoch 1732 | loss: 0.031195 | val_loss: 0.0312036 | Time: 5282.05 ms [2022-03-31 01:54:35 main:574] : INFO : Epoch 1733 | loss: 0.0311989 | val_loss: 0.031208 | Time: 5174.73 ms [2022-03-31 01:54:40 main:574] : INFO : Epoch 1734 | loss: 0.0311982 | val_loss: 0.0312044 | Time: 5237.08 ms [2022-03-31 01:54:45 main:574] : INFO : Epoch 1735 | loss: 0.0311935 | val_loss: 0.0312027 | Time: 5191.78 ms [2022-03-31 01:54:51 main:574] : INFO : Epoch 1736 | loss: 0.0311937 | val_loss: 0.0312031 | Time: 5149.74 ms [2022-03-31 01:54:56 main:574] : INFO : Epoch 1737 | loss: 0.0311925 | val_loss: 0.0312032 | Time: 5209.55 ms [2022-03-31 01:55:01 main:574] : INFO : Epoch 1738 | loss: 0.0311923 | val_loss: 0.0312037 | Time: 5253.82 ms [2022-03-31 01:55:07 main:574] : INFO : Epoch 1739 | loss: 0.0311933 | val_loss: 0.0312039 | Time: 5265.65 ms [2022-03-31 01:55:12 main:574] : INFO : Epoch 1740 | loss: 0.0311926 | val_loss: 0.0312036 | Time: 5158.32 ms [2022-03-31 01:55:17 main:574] : INFO : Epoch 1741 | loss: 0.0311933 | val_loss: 0.0312041 | Time: 5193.88 ms [2022-03-31 01:55:22 main:574] : INFO : Epoch 1742 | loss: 0.0311926 | val_loss: 0.0312052 | Time: 5187.13 ms [2022-03-31 01:55:28 main:574] : INFO : Epoch 1743 | loss: 0.0311942 | val_loss: 0.031203 | Time: 5184.97 ms [2022-03-31 01:55:34 main:574] : INFO : Epoch 1744 | loss: 0.0311935 | val_loss: 0.0312038 | Time: 5207.15 ms [2022-03-31 01:55:39 main:574] : INFO : Epoch 1745 | loss: 0.0311933 | val_loss: 0.0312037 | Time: 5230.05 ms [2022-03-31 01:55:44 main:574] : INFO : Epoch 1746 | loss: 0.0311939 | val_loss: 0.0312051 | Time: 5228.06 ms [2022-03-31 01:55:49 main:574] : INFO : Epoch 1747 | loss: 0.031194 | val_loss: 0.031208 | Time: 5216.22 ms [2022-03-31 01:55:55 main:574] : INFO : Epoch 1748 | loss: 0.0311945 | val_loss: 0.0312056 | Time: 5153.56 ms [2022-03-31 01:56:00 main:574] : INFO : Epoch 1749 | loss: 0.0311937 | val_loss: 0.0312037 | Time: 5239.64 ms [2022-03-31 01:56:05 main:574] : INFO : Epoch 1750 | loss: 0.0311938 | val_loss: 0.0312023 | Time: 5264.87 ms [2022-03-31 01:56:11 main:574] : INFO : Epoch 1751 | loss: 0.0311929 | val_loss: 0.031203 | Time: 5233.54 ms [2022-03-31 01:56:16 main:574] : INFO : Epoch 1752 | loss: 0.0311927 | val_loss: 0.0312037 | Time: 5241.98 ms [2022-03-31 01:56:22 main:574] : INFO : Epoch 1753 | loss: 0.0311943 | val_loss: 0.0312051 | Time: 5238.82 ms [2022-03-31 01:56:28 main:574] : INFO : Epoch 1754 | loss: 0.0311946 | val_loss: 0.0312037 | Time: 5155.6 ms [2022-03-31 01:56:33 main:574] : INFO : Epoch 1755 | loss: 0.031193 | val_loss: 0.031203 | Time: 5169.57 ms [2022-03-31 01:56:38 main:574] : INFO : Epoch 1756 | loss: 0.0311928 | val_loss: 0.031203 | Time: 5216.03 ms [2022-03-31 01:56:45 main:574] : INFO : Epoch 1757 | loss: 0.0311929 | val_loss: 0.0312049 | Time: 5223.95 ms [2022-03-31 01:56:50 main:574] : INFO : Epoch 1758 | loss: 0.031193 | val_loss: 0.0312036 | Time: 5219.54 ms [2022-03-31 01:56:55 main:574] : INFO : Epoch 1759 | loss: 0.0311926 | val_loss: 0.0312021 | Time: 5221.09 ms [2022-03-31 01:57:00 main:574] : INFO : Epoch 1760 | loss: 0.0311924 | val_loss: 0.0312039 | Time: 5225.05 ms [2022-03-31 01:57:06 main:574] : INFO : Epoch 1761 | loss: 0.0311922 | val_loss: 0.0312027 | Time: 5192.77 ms [2022-03-31 01:57:11 main:574] : INFO : Epoch 1762 | loss: 0.0311933 | val_loss: 0.0312056 | Time: 5240.76 ms [2022-03-31 01:57:16 main:574] : INFO : Epoch 1763 | loss: 0.0311919 | val_loss: 0.0312034 | Time: 5167.23 ms [2022-03-31 01:57:22 main:574] : INFO : Epoch 1764 | loss: 0.0311919 | val_loss: 0.0312026 | Time: 5193.79 ms [2022-03-31 01:57:27 main:574] : INFO : Epoch 1765 | loss: 0.0311922 | val_loss: 0.0312035 | Time: 5184.62 ms [2022-03-31 01:57:32 main:574] : INFO : Epoch 1766 | loss: 0.0311925 | val_loss: 0.0312047 | Time: 5167.67 ms [2022-03-31 01:57:37 main:574] : INFO : Epoch 1767 | loss: 0.0311932 | val_loss: 0.0312076 | Time: 5245.09 ms [2022-03-31 01:57:43 main:574] : INFO : Epoch 1768 | loss: 0.0311944 | val_loss: 0.0312089 | Time: 5171.77 ms [2022-03-31 01:57:48 main:574] : INFO : Epoch 1769 | loss: 0.0311943 | val_loss: 0.0312027 | Time: 5132.1 ms [2022-03-31 01:57:54 main:574] : INFO : Epoch 1770 | loss: 0.0311919 | val_loss: 0.0312026 | Time: 5124.52 ms [2022-03-31 01:58:00 main:574] : INFO : Epoch 1771 | loss: 0.0311917 | val_loss: 0.0312038 | Time: 5259.16 ms [2022-03-31 01:58:05 main:574] : INFO : Epoch 1772 | loss: 0.0311938 | val_loss: 0.0312102 | Time: 5182.48 ms [2022-03-31 01:58:11 main:574] : INFO : Epoch 1773 | loss: 0.0311924 | val_loss: 0.0312034 | Time: 5217.12 ms [2022-03-31 01:58:17 main:574] : INFO : Epoch 1774 | loss: 0.031192 | val_loss: 0.0312049 | Time: 5155.56 ms [2022-03-31 01:58:22 main:574] : INFO : Epoch 1775 | loss: 0.0311917 | val_loss: 0.0312038 | Time: 5163.7 ms [2022-03-31 01:58:27 main:574] : INFO : Epoch 1776 | loss: 0.0311917 | val_loss: 0.0312029 | Time: 5212.45 ms [2022-03-31 01:58:33 main:574] : INFO : Epoch 1777 | loss: 0.0311935 | val_loss: 0.0312057 | Time: 5211.55 ms [2022-03-31 01:58:38 main:574] : INFO : Epoch 1778 | loss: 0.0311946 | val_loss: 0.0312037 | Time: 5222.7 ms [2022-03-31 01:58:44 main:574] : INFO : Epoch 1779 | loss: 0.0311954 | val_loss: 0.0312037 | Time: 5243.99 ms [2022-03-31 01:58:49 main:574] : INFO : Epoch 1780 | loss: 0.0311966 | val_loss: 0.0312156 | Time: 5210.36 ms [2022-03-31 01:58:54 main:574] : INFO : Epoch 1781 | loss: 0.0311982 | val_loss: 0.0312058 | Time: 5186.41 ms [2022-03-31 01:58:59 main:574] : INFO : Epoch 1782 | loss: 0.0311956 | val_loss: 0.031203 | Time: 5160.95 ms [2022-03-31 01:59:05 main:574] : INFO : Epoch 1783 | loss: 0.0311942 | val_loss: 0.0312045 | Time: 5208.84 ms [2022-03-31 01:59:10 main:574] : INFO : Epoch 1784 | loss: 0.0311928 | val_loss: 0.0312057 | Time: 5239.92 ms [2022-03-31 01:59:15 main:574] : INFO : Epoch 1785 | loss: 0.0311947 | val_loss: 0.0312059 | Time: 5265.46 ms [2022-03-31 01:59:21 main:574] : INFO : Epoch 1786 | loss: 0.0311936 | val_loss: 0.0312019 | Time: 5163.31 ms [2022-03-31 01:59:26 main:574] : INFO : Epoch 1787 | loss: 0.0311927 | val_loss: 0.0312031 | Time: 5149.03 ms [2022-03-31 01:59:31 main:574] : INFO : Epoch 1788 | loss: 0.0311918 | val_loss: 0.0312025 | Time: 5225.7 ms [2022-03-31 01:59:37 main:574] : INFO : Epoch 1789 | loss: 0.0311923 | val_loss: 0.0312041 | Time: 5222.56 ms [2022-03-31 01:59:42 main:574] : INFO : Epoch 1790 | loss: 0.0311919 | val_loss: 0.0312051 | Time: 5169.46 ms [2022-03-31 01:59:47 main:574] : INFO : Epoch 1791 | loss: 0.0311919 | val_loss: 0.0312028 | Time: 5182.91 ms [2022-03-31 01:59:53 main:574] : INFO : Epoch 1792 | loss: 0.0311912 | val_loss: 0.0312037 | Time: 5208.57 ms [2022-03-31 01:59:58 main:574] : INFO : Epoch 1793 | loss: 0.0311924 | val_loss: 0.0312048 | Time: 5163.28 ms [2022-03-31 02:00:03 main:574] : INFO : Epoch 1794 | loss: 0.0311948 | val_loss: 0.031208 | Time: 5243.19 ms [2022-03-31 02:00:09 main:574] : INFO : Epoch 1795 | loss: 0.0311971 | val_loss: 0.031205 | Time: 5245.8 ms [2022-03-31 02:00:15 main:574] : INFO : Epoch 1796 | loss: 0.0311954 | val_loss: 0.0312047 | Time: 5260.2 ms [2022-03-31 02:00:21 main:574] : INFO : Epoch 1797 | loss: 0.0311933 | val_loss: 0.0312022 | Time: 5148.2 ms [2022-03-31 02:00:26 main:574] : INFO : Epoch 1798 | loss: 0.0311932 | val_loss: 0.0312025 | Time: 5187.11 ms [2022-03-31 02:00:32 main:574] : INFO : Epoch 1799 | loss: 0.031196 | val_loss: 0.031205 | Time: 5228.23 ms [2022-03-31 02:00:37 main:574] : INFO : Epoch 1800 | loss: 0.0311935 | val_loss: 0.0312043 | Time: 5189.02 ms [2022-03-31 02:00:42 main:574] : INFO : Epoch 1801 | loss: 0.0311931 | val_loss: 0.0312038 | Time: 5231.04 ms [2022-03-31 02:00:47 main:574] : INFO : Epoch 1802 | loss: 0.0311936 | val_loss: 0.0312062 | Time: 5197.47 ms [2022-03-31 02:00:53 main:574] : INFO : Epoch 1803 | loss: 0.031192 | val_loss: 0.031203 | Time: 5197.82 ms [2022-03-31 02:00:58 main:574] : INFO : Epoch 1804 | loss: 0.0311915 | val_loss: 0.0312021 | Time: 5148.12 ms [2022-03-31 02:01:03 main:574] : INFO : Epoch 1805 | loss: 0.0311925 | val_loss: 0.0312026 | Time: 5169.14 ms [2022-03-31 02:01:09 main:574] : INFO : Epoch 1806 | loss: 0.0311925 | val_loss: 0.0312042 | Time: 5227.61 ms [2022-03-31 02:01:14 main:574] : INFO : Epoch 1807 | loss: 0.0311915 | val_loss: 0.0312035 | Time: 5228.02 ms [2022-03-31 02:01:20 main:574] : INFO : Epoch 1808 | loss: 0.0311926 | val_loss: 0.0312041 | Time: 5180.16 ms [2022-03-31 02:01:26 main:574] : INFO : Epoch 1809 | loss: 0.0311917 | val_loss: 0.031204 | Time: 5200.82 ms [2022-03-31 02:01:31 main:574] : INFO : Epoch 1810 | loss: 0.0311931 | val_loss: 0.0312048 | Time: 5200.83 ms [2022-03-31 02:01:37 main:574] : INFO : Epoch 1811 | loss: 0.0311928 | val_loss: 0.0312047 | Time: 5182.46 ms [2022-03-31 02:01:42 main:574] : INFO : Epoch 1812 | loss: 0.0311929 | val_loss: 0.0312048 | Time: 5210.03 ms [2022-03-31 02:01:47 main:574] : INFO : Epoch 1813 | loss: 0.0311926 | val_loss: 0.0312029 | Time: 5216.1 ms [2022-03-31 02:01:52 main:574] : INFO : Epoch 1814 | loss: 0.0311917 | val_loss: 0.0312037 | Time: 5220.29 ms [2022-03-31 02:01:58 main:574] : INFO : Epoch 1815 | loss: 0.0311911 | val_loss: 0.0312033 | Time: 5187.42 ms [2022-03-31 02:02:03 main:574] : INFO : Epoch 1816 | loss: 0.0311925 | val_loss: 0.031205 | Time: 5212.49 ms [2022-03-31 02:02:08 main:574] : INFO : Epoch 1817 | loss: 0.0311925 | val_loss: 0.0312038 | Time: 5233.09 ms [2022-03-31 02:02:14 main:574] : INFO : Epoch 1818 | loss: 0.0311933 | val_loss: 0.0312037 | Time: 5261.97 ms [2022-03-31 02:02:19 main:574] : INFO : Epoch 1819 | loss: 0.0311913 | val_loss: 0.0312033 | Time: 5254.05 ms [2022-03-31 02:02:25 main:574] : INFO : Epoch 1820 | loss: 0.0311909 | val_loss: 0.0312031 | Time: 5177.91 ms [2022-03-31 02:02:31 main:574] : INFO : Epoch 1821 | loss: 0.0311909 | val_loss: 0.031204 | Time: 5153.51 ms [2022-03-31 02:02:36 main:574] : INFO : Epoch 1822 | loss: 0.0311915 | val_loss: 0.0312069 | Time: 5246.74 ms [2022-03-31 02:02:42 main:574] : INFO : Epoch 1823 | loss: 0.0311935 | val_loss: 0.0312049 | Time: 5177.24 ms [2022-03-31 02:02:47 main:574] : INFO : Epoch 1824 | loss: 0.031192 | val_loss: 0.0312046 | Time: 5128.48 ms [2022-03-31 02:02:52 main:574] : INFO : Epoch 1825 | loss: 0.0311927 | val_loss: 0.0312035 | Time: 5174.12 ms [2022-03-31 02:02:58 main:574] : INFO : Epoch 1826 | loss: 0.0311917 | val_loss: 0.0312025 | Time: 5205.27 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2022-03-31 02:12:37 main:435] : INFO : Set logging level to 1 [2022-03-31 02:12:37 main:441] : INFO : Running in BOINC Client mode [2022-03-31 02:12:37 main:444] : INFO : Resolving all filenames [2022-03-31 02:12:37 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-31 02:12:37 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-31 02:12:37 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-31 02:12:37 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-31 02:12:37 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-31 02:12:37 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-31 02:12:37 main:474] : INFO : Configuration: [2022-03-31 02:12:37 main:475] : INFO : Model type: GRU [2022-03-31 02:12:37 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-31 02:12:37 main:477] : INFO : Max Epochs: 2048 [2022-03-31 02:12:37 main:478] : INFO : Batch Size: 128 [2022-03-31 02:12:38 main:479] : INFO : Learning Rate: 0.01 [2022-03-31 02:12:38 main:480] : INFO : Patience: 10 [2022-03-31 02:12:38 main:481] : INFO : Hidden Width: 12 [2022-03-31 02:12:38 main:482] : INFO : # Recurrent Layers: 4 [2022-03-31 02:12:38 main:483] : INFO : # Backend Layers: 4 [2022-03-31 02:12:38 main:484] : INFO : # Threads: 1 [2022-03-31 02:12:38 main:486] : INFO : Preparing Dataset [2022-03-31 02:12:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-31 02:12:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-31 02:12:39 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-31 02:12:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-31 02:12:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-31 02:12:40 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-31 02:12:40 main:494] : INFO : Creating Model [2022-03-31 02:12:40 main:507] : INFO : Preparing config file [2022-03-31 02:12:40 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-31 02:12:40 main:512] : INFO : Loading config [2022-03-31 02:12:40 main:514] : INFO : Loading state [2022-03-31 02:12:40 main:559] : INFO : Loading DataLoader into Memory [2022-03-31 02:12:40 main:562] : INFO : Starting Training [2022-03-31 02:12:46 main:574] : INFO : Epoch 1803 | loss: 0.0312168 | val_loss: 0.0312077 | Time: 5365.31 ms [2022-03-31 02:12:51 main:574] : INFO : Epoch 1804 | loss: 0.0311956 | val_loss: 0.0312058 | Time: 5192.44 ms [2022-03-31 02:12:57 main:574] : INFO : Epoch 1805 | loss: 0.0311935 | val_loss: 0.0312019 | Time: 5215.64 ms [2022-03-31 02:13:03 main:574] : INFO : Epoch 1806 | loss: 0.0311922 | val_loss: 0.0312043 | Time: 5164.03 ms [2022-03-31 02:13:08 main:574] : INFO : Epoch 1807 | loss: 0.0311927 | val_loss: 0.0312033 | Time: 5163.4 ms [2022-03-31 02:13:14 main:574] : INFO : Epoch 1808 | loss: 0.0311917 | val_loss: 0.0312024 | Time: 5185.56 ms [2022-03-31 02:13:19 main:574] : INFO : Epoch 1809 | loss: 0.0311918 | val_loss: 0.0312053 | Time: 5154.1 ms [2022-03-31 02:13:25 main:574] : INFO : Epoch 1810 | loss: 0.0311932 | val_loss: 0.0312027 | Time: 5140.83 ms [2022-03-31 02:13:31 main:574] : INFO : Epoch 1811 | loss: 0.031194 | val_loss: 0.0312021 | Time: 5172.1 ms [2022-03-31 02:13:37 main:574] : INFO : Epoch 1812 | loss: 0.0311941 | val_loss: 0.0312024 | Time: 5193.2 ms [2022-03-31 02:13:42 main:574] : INFO : Epoch 1813 | loss: 0.0311915 | val_loss: 0.0312029 | Time: 5150.29 ms [2022-03-31 02:13:47 main:574] : INFO : Epoch 1814 | loss: 0.0311917 | val_loss: 0.0312036 | Time: 5208.18 ms [2022-03-31 02:13:53 main:574] : INFO : Epoch 1815 | loss: 0.0311916 | val_loss: 0.0312014 | Time: 5201.93 ms [2022-03-31 02:13:58 main:574] : INFO : Epoch 1816 | loss: 0.0311912 | val_loss: 0.0312022 | Time: 5154.73 ms [2022-03-31 02:14:04 main:574] : INFO : Epoch 1817 | loss: 0.0311927 | val_loss: 0.0312028 | Time: 5233.82 ms [2022-03-31 02:14:09 main:574] : INFO : Epoch 1818 | loss: 0.0311919 | val_loss: 0.0312041 | Time: 5211.25 ms [2022-03-31 02:14:14 main:574] : INFO : Epoch 1819 | loss: 0.0311912 | val_loss: 0.0312031 | Time: 5224.73 ms [2022-03-31 02:14:20 main:574] : INFO : Epoch 1820 | loss: 0.0311911 | val_loss: 0.0312017 | Time: 5245.49 ms [2022-03-31 02:14:25 main:574] : INFO : Epoch 1821 | loss: 0.0311911 | val_loss: 0.0312029 | Time: 5310.31 ms [2022-03-31 02:14:30 main:574] : INFO : Epoch 1822 | loss: 0.0311927 | val_loss: 0.0312026 | Time: 5238.04 ms [2022-03-31 02:14:36 main:574] : INFO : Epoch 1823 | loss: 0.0311908 | val_loss: 0.0312022 | Time: 5219.33 ms [2022-03-31 02:14:41 main:574] : INFO : Epoch 1824 | loss: 0.031191 | val_loss: 0.0312031 | Time: 5191.21 ms [2022-03-31 02:14:46 main:574] : INFO : Epoch 1825 | loss: 0.0311913 | val_loss: 0.0312016 | Time: 5201.69 ms [2022-03-31 02:14:51 main:574] : INFO : Epoch 1826 | loss: 0.0311908 | val_loss: 0.0312031 | Time: 5263.17 ms [2022-03-31 02:14:57 main:574] : INFO : Epoch 1827 | loss: 0.0311929 | val_loss: 0.0312077 | Time: 5240.25 ms [2022-03-31 02:15:03 main:574] : INFO : Epoch 1828 | loss: 0.0311935 | val_loss: 0.0312053 | Time: 5179.49 ms [2022-03-31 02:15:09 main:574] : INFO : Epoch 1829 | loss: 0.0311918 | val_loss: 0.0312029 | Time: 5242.9 ms [2022-03-31 02:15:15 main:574] : INFO : Epoch 1830 | loss: 0.0311912 | val_loss: 0.0312029 | Time: 5165.14 ms [2022-03-31 02:15:20 main:574] : INFO : Epoch 1831 | loss: 0.0311915 | val_loss: 0.0312021 | Time: 5196.19 ms [2022-03-31 02:15:26 main:574] : INFO : Epoch 1832 | loss: 0.0311922 | val_loss: 0.0312037 | Time: 5220.11 ms [2022-03-31 02:15:31 main:574] : INFO : Epoch 1833 | loss: 0.0311905 | val_loss: 0.0312041 | Time: 5184.43 ms [2022-03-31 02:15:36 main:574] : INFO : Epoch 1834 | loss: 0.0311914 | val_loss: 0.031208 | Time: 5248.01 ms [2022-03-31 02:15:41 main:574] : INFO : Epoch 1835 | loss: 0.0311962 | val_loss: 0.0312044 | Time: 5194.81 ms [2022-03-31 02:15:47 main:574] : INFO : Epoch 1836 | loss: 0.0311925 | val_loss: 0.0312019 | Time: 5233.34 ms [2022-03-31 02:15:52 main:574] : INFO : Epoch 1837 | loss: 0.031192 | val_loss: 0.0312033 | Time: 5183.42 ms [2022-03-31 02:15:58 main:574] : INFO : Epoch 1838 | loss: 0.0311917 | val_loss: 0.0312026 | Time: 5277.74 ms [2022-03-31 02:16:04 main:574] : INFO : Epoch 1839 | loss: 0.031192 | val_loss: 0.0312045 | Time: 5187.49 ms [2022-03-31 02:16:09 main:574] : INFO : Epoch 1840 | loss: 0.0311932 | val_loss: 0.0312023 | Time: 5157.09 ms [2022-03-31 02:16:15 main:574] : INFO : Epoch 1841 | loss: 0.0311928 | val_loss: 0.0312043 | Time: 5211.01 ms [2022-03-31 02:16:21 main:574] : INFO : Epoch 1842 | loss: 0.0311913 | val_loss: 0.0312027 | Time: 5175.43 ms [2022-03-31 02:16:26 main:574] : INFO : Epoch 1843 | loss: 0.0311912 | val_loss: 0.0312028 | Time: 5225.56 ms [2022-03-31 02:16:31 main:574] : INFO : Epoch 1844 | loss: 0.0311912 | val_loss: 0.0312027 | Time: 5224.8 ms [2022-03-31 02:16:36 main:574] : INFO : Epoch 1845 | loss: 0.0311915 | val_loss: 0.0312062 | Time: 5201.42 ms [2022-03-31 02:16:42 main:574] : INFO : Epoch 1846 | loss: 0.0311909 | val_loss: 0.0312065 | Time: 5181.86 ms [2022-03-31 02:16:48 main:574] : INFO : Epoch 1847 | loss: 0.0311924 | val_loss: 0.0312024 | Time: 5159.95 ms [2022-03-31 02:16:53 main:574] : INFO : Epoch 1848 | loss: 0.0311911 | val_loss: 0.0312038 | Time: 5209.67 ms [2022-03-31 02:16:58 main:574] : INFO : Epoch 1849 | loss: 0.0311919 | val_loss: 0.0312022 | Time: 5201.28 ms [2022-03-31 02:17:03 main:574] : INFO : Epoch 1850 | loss: 0.0311916 | val_loss: 0.0312027 | Time: 5155.46 ms [2022-03-31 02:17:09 main:574] : INFO : Epoch 1851 | loss: 0.0311908 | val_loss: 0.0312037 | Time: 5212.65 ms [2022-03-31 02:17:14 main:574] : INFO : Epoch 1852 | loss: 0.0311916 | val_loss: 0.0312027 | Time: 5244.26 ms [2022-03-31 02:17:20 main:574] : INFO : Epoch 1853 | loss: 0.0311918 | val_loss: 0.0312067 | Time: 5207.75 ms [2022-03-31 02:17:25 main:574] : INFO : Epoch 1854 | loss: 0.0311914 | val_loss: 0.0312045 | Time: 5157.9 ms [2022-03-31 02:17:30 main:574] : INFO : Epoch 1855 | loss: 0.0311955 | val_loss: 0.0312016 | Time: 5273.19 ms [2022-03-31 02:17:35 main:574] : INFO : Epoch 1856 | loss: 0.0311929 | val_loss: 0.0312026 | Time: 5318.8 ms [2022-03-31 02:17:41 main:574] : INFO : Epoch 1857 | loss: 0.0311954 | val_loss: 0.031203 | Time: 5185.54 ms [2022-03-31 02:17:46 main:574] : INFO : Epoch 1858 | loss: 0.0311945 | val_loss: 0.0312032 | Time: 5135.05 ms [2022-03-31 02:17:52 main:574] : INFO : Epoch 1859 | loss: 0.031196 | val_loss: 0.0312082 | Time: 5163.05 ms [2022-03-31 02:17:57 main:574] : INFO : Epoch 1860 | loss: 0.031196 | val_loss: 0.0312024 | Time: 5198.83 ms [2022-03-31 02:18:02 main:574] : INFO : Epoch 1861 | loss: 0.0311939 | val_loss: 0.0312103 | Time: 5198.9 ms [2022-03-31 02:18:08 main:574] : INFO : Epoch 1862 | loss: 0.0311936 | val_loss: 0.0312018 | Time: 5188.31 ms [2022-03-31 02:18:13 main:574] : INFO : Epoch 1863 | loss: 0.0311928 | val_loss: 0.0312029 | Time: 5208.94 ms [2022-03-31 02:18:18 main:574] : INFO : Epoch 1864 | loss: 0.0311921 | val_loss: 0.031205 | Time: 5248.45 ms [2022-03-31 02:18:24 main:574] : INFO : Epoch 1865 | loss: 0.0311936 | val_loss: 0.0312024 | Time: 5191.36 ms [2022-03-31 02:18:31 main:574] : INFO : Epoch 1866 | loss: 0.0311928 | val_loss: 0.0312036 | Time: 5200.03 ms [2022-03-31 02:18:36 main:574] : INFO : Epoch 1867 | loss: 0.0311957 | val_loss: 0.0312113 | Time: 5169.65 ms [2022-03-31 02:18:41 main:574] : INFO : Epoch 1868 | loss: 0.0311956 | val_loss: 0.0312022 | Time: 5219.06 ms [2022-03-31 02:18:47 main:574] : INFO : Epoch 1869 | loss: 0.0311935 | val_loss: 0.0312028 | Time: 5209.33 ms [2022-03-31 02:18:52 main:574] : INFO : Epoch 1870 | loss: 0.0311923 | val_loss: 0.0312032 | Time: 5177.05 ms [2022-03-31 02:18:57 main:574] : INFO : Epoch 1871 | loss: 0.0311921 | val_loss: 0.0312028 | Time: 5199.35 ms [2022-03-31 02:19:02 main:574] : INFO : Epoch 1872 | loss: 0.031192 | val_loss: 0.0312033 | Time: 5165.03 ms [2022-03-31 02:19:08 main:574] : INFO : Epoch 1873 | loss: 0.0311934 | val_loss: 0.0312059 | Time: 5201.82 ms [2022-03-31 02:19:13 main:574] : INFO : Epoch 1874 | loss: 0.0311951 | val_loss: 0.0312034 | Time: 5171.62 ms [2022-03-31 02:19:18 main:574] : INFO : Epoch 1875 | loss: 0.0311927 | val_loss: 0.0312017 | Time: 5123.96 ms [2022-03-31 02:19:24 main:574] : INFO : Epoch 1876 | loss: 0.0311923 | val_loss: 0.0312045 | Time: 5196.54 ms [2022-03-31 02:19:29 main:574] : INFO : Epoch 1877 | loss: 0.0311942 | val_loss: 0.0312045 | Time: 5218.88 ms [2022-03-31 02:19:34 main:574] : INFO : Epoch 1878 | loss: 0.0311931 | val_loss: 0.0312045 | Time: 5199.6 ms [2022-03-31 02:19:40 main:574] : INFO : Epoch 1879 | loss: 0.0311933 | val_loss: 0.0312093 | Time: 5277.28 ms [2022-03-31 02:19:45 main:574] : INFO : Epoch 1880 | loss: 0.0311942 | val_loss: 0.0312028 | Time: 5210.95 ms [2022-03-31 02:19:50 main:574] : INFO : Epoch 1881 | loss: 0.0311931 | val_loss: 0.0312039 | Time: 5124.51 ms [2022-03-31 02:19:56 main:574] : INFO : Epoch 1882 | loss: 0.0311939 | val_loss: 0.0312092 | Time: 5251.16 ms [2022-03-31 02:20:01 main:574] : INFO : Epoch 1883 | loss: 0.0311939 | val_loss: 0.0312042 | Time: 5178.63 ms [2022-03-31 02:20:07 main:574] : INFO : Epoch 1884 | loss: 0.0311922 | val_loss: 0.0312052 | Time: 5292.54 ms [2022-03-31 02:20:13 main:574] : INFO : Epoch 1885 | loss: 0.0311925 | val_loss: 0.0312037 | Time: 5196.66 ms [2022-03-31 02:20:18 main:574] : INFO : Epoch 1886 | loss: 0.0311929 | val_loss: 0.0312052 | Time: 5172.22 ms [2022-03-31 02:20:23 main:574] : INFO : Epoch 1887 | loss: 0.0311978 | val_loss: 0.0312064 | Time: 5187.13 ms [2022-03-31 02:20:28 main:574] : INFO : Epoch 1888 | loss: 0.0311947 | val_loss: 0.0312051 | Time: 5193.99 ms [2022-03-31 02:20:34 main:574] : INFO : Epoch 1889 | loss: 0.0311938 | val_loss: 0.0312051 | Time: 5168.36 ms [2022-03-31 02:20:39 main:574] : INFO : Epoch 1890 | loss: 0.0311929 | val_loss: 0.0312034 | Time: 5236.13 ms [2022-03-31 02:20:44 main:574] : INFO : Epoch 1891 | loss: 0.0311928 | val_loss: 0.0312088 | Time: 5217.27 ms [2022-03-31 02:20:50 main:574] : INFO : Epoch 1892 | loss: 0.0311947 | val_loss: 0.0312048 | Time: 5236.41 ms [2022-03-31 02:20:55 main:574] : INFO : Epoch 1893 | loss: 0.0311938 | val_loss: 0.0312057 | Time: 5145.79 ms [2022-03-31 02:21:00 main:574] : INFO : Epoch 1894 | loss: 0.0311939 | val_loss: 0.0312061 | Time: 5265.41 ms [2022-03-31 02:21:06 main:574] : INFO : Epoch 1895 | loss: 0.0311934 | val_loss: 0.0312038 | Time: 5178.27 ms [2022-03-31 02:21:12 main:574] : INFO : Epoch 1896 | loss: 0.0311937 | val_loss: 0.0312087 | Time: 5142.32 ms [2022-03-31 02:21:17 main:574] : INFO : Epoch 1897 | loss: 0.0311938 | val_loss: 0.0312054 | Time: 5167.03 ms [2022-03-31 02:21:22 main:574] : INFO : Epoch 1898 | loss: 0.0311946 | val_loss: 0.0312029 | Time: 5182.95 ms [2022-03-31 02:21:27 main:574] : INFO : Epoch 1899 | loss: 0.031193 | val_loss: 0.0312046 | Time: 5227.67 ms [2022-03-31 02:21:32 main:574] : INFO : Epoch 1900 | loss: 0.0311918 | val_loss: 0.0312036 | Time: 5218.49 ms [2022-03-31 02:21:38 main:574] : INFO : Epoch 1901 | loss: 0.0311946 | val_loss: 0.0312076 | Time: 5178.09 ms [2022-03-31 02:21:43 main:574] : INFO : Epoch 1902 | loss: 0.0311959 | val_loss: 0.0312091 | Time: 5194.71 ms [2022-03-31 02:21:48 main:574] : INFO : Epoch 1903 | loss: 0.0311954 | val_loss: 0.031203 | Time: 5288.49 ms [2022-03-31 02:21:53 main:574] : INFO : Epoch 1904 | loss: 0.0311933 | val_loss: 0.0312036 | Time: 5257.73 ms [2022-03-31 02:21:59 main:574] : INFO : Epoch 1905 | loss: 0.0311928 | val_loss: 0.0312026 | Time: 5245.63 ms [2022-03-31 02:22:04 main:574] : INFO : Epoch 1906 | loss: 0.0311919 | val_loss: 0.0312035 | Time: 5136.97 ms [2022-03-31 02:22:09 main:574] : INFO : Epoch 1907 | loss: 0.0311926 | val_loss: 0.031204 | Time: 5242.62 ms [2022-03-31 02:22:15 main:574] : INFO : Epoch 1908 | loss: 0.0311951 | val_loss: 0.0312033 | Time: 5217.57 ms [2022-03-31 02:22:21 main:574] : INFO : Epoch 1909 | loss: 0.0311929 | val_loss: 0.0312041 | Time: 5221.61 ms [2022-03-31 02:22:26 main:574] : INFO : Epoch 1910 | loss: 0.0311918 | val_loss: 0.0312051 | Time: 5231.55 ms [2022-03-31 02:22:32 main:574] : INFO : Epoch 1911 | loss: 0.0311921 | val_loss: 0.0312029 | Time: 5214.31 ms [2022-03-31 02:22:37 main:574] : INFO : Epoch 1912 | loss: 0.0311926 | val_loss: 0.0312043 | Time: 5170.46 ms [2022-03-31 02:22:42 main:574] : INFO : Epoch 1913 | loss: 0.0311934 | val_loss: 0.0312029 | Time: 5180.94 ms [2022-03-31 02:22:48 main:574] : INFO : Epoch 1914 | loss: 0.0311923 | val_loss: 0.0312049 | Time: 5202.59 ms [2022-03-31 02:22:53 main:574] : INFO : Epoch 1915 | loss: 0.0311941 | val_loss: 0.0312021 | Time: 5257 ms [2022-03-31 02:22:58 main:574] : INFO : Epoch 1916 | loss: 0.0311918 | val_loss: 0.0312051 | Time: 5167.75 ms [2022-03-31 02:23:04 main:574] : INFO : Epoch 1917 | loss: 0.0311917 | val_loss: 0.0312028 | Time: 5230.44 ms [2022-03-31 02:23:09 main:574] : INFO : Epoch 1918 | loss: 0.0311914 | val_loss: 0.0312043 | Time: 5228.48 ms [2022-03-31 02:23:15 main:574] : INFO : Epoch 1919 | loss: 0.0311911 | val_loss: 0.0312032 | Time: 5248.78 ms [2022-03-31 02:23:20 main:574] : INFO : Epoch 1920 | loss: 0.0311911 | val_loss: 0.0312034 | Time: 5163.1 ms [2022-03-31 02:23:25 main:574] : INFO : Epoch 1921 | loss: 0.0311906 | val_loss: 0.0312032 | Time: 5218.7 ms [2022-03-31 02:23:31 main:574] : INFO : Epoch 1922 | loss: 0.0311906 | val_loss: 0.0312022 | Time: 5201.77 ms [2022-03-31 02:23:36 main:574] : INFO : Epoch 1923 | loss: 0.031191 | val_loss: 0.0312047 | Time: 5158.84 ms [2022-03-31 02:23:41 main:574] : INFO : Epoch 1924 | loss: 0.031192 | val_loss: 0.0312042 | Time: 5222.04 ms [2022-03-31 02:23:46 main:574] : INFO : Epoch 1925 | loss: 0.0311908 | val_loss: 0.0312025 | Time: 5191.45 ms [2022-03-31 02:23:52 main:574] : INFO : Epoch 1926 | loss: 0.0311921 | val_loss: 0.0312078 | Time: 5202.94 ms [2022-03-31 02:23:57 main:574] : INFO : Epoch 1927 | loss: 0.031195 | val_loss: 0.0312085 | Time: 5170.42 ms [2022-03-31 02:24:02 main:574] : INFO : Epoch 1928 | loss: 0.0311924 | val_loss: 0.0312055 | Time: 5256.16 ms [2022-03-31 02:24:08 main:574] : INFO : Epoch 1929 | loss: 0.0311919 | val_loss: 0.0312038 | Time: 5221.87 ms [2022-03-31 02:24:13 main:574] : INFO : Epoch 1930 | loss: 0.0311915 | val_loss: 0.031204 | Time: 5209.53 ms [2022-03-31 02:24:18 main:574] : INFO : Epoch 1931 | loss: 0.0311911 | val_loss: 0.0312043 | Time: 5177.18 ms [2022-03-31 02:24:23 main:574] : INFO : Epoch 1932 | loss: 0.0311912 | val_loss: 0.0312056 | Time: 5226.93 ms [2022-03-31 02:24:29 main:574] : INFO : Epoch 1933 | loss: 0.0311906 | val_loss: 0.031203 | Time: 5222.39 ms [2022-03-31 02:24:34 main:574] : INFO : Epoch 1934 | loss: 0.0311905 | val_loss: 0.031203 | Time: 5177.39 ms [2022-03-31 02:24:39 main:574] : INFO : Epoch 1935 | loss: 0.0311901 | val_loss: 0.0312041 | Time: 5222.57 ms [2022-03-31 02:24:44 main:574] : INFO : Epoch 1936 | loss: 0.0311904 | val_loss: 0.0312044 | Time: 5230.12 ms [2022-03-31 02:24:50 main:574] : INFO : Epoch 1937 | loss: 0.0311917 | val_loss: 0.0312056 | Time: 5180.42 ms [2022-03-31 02:24:55 main:574] : INFO : Epoch 1938 | loss: 0.0311924 | val_loss: 0.0312078 | Time: 5171.04 ms [2022-03-31 02:25:00 main:574] : INFO : Epoch 1939 | loss: 0.0311958 | val_loss: 0.0312055 | Time: 5170.15 ms [2022-03-31 02:25:05 main:574] : INFO : Epoch 1940 | loss: 0.031196 | val_loss: 0.0312039 | Time: 5224.31 ms [2022-03-31 02:25:11 main:574] : INFO : Epoch 1941 | loss: 0.0311941 | val_loss: 0.0312051 | Time: 5225.99 ms [2022-03-31 02:25:16 main:574] : INFO : Epoch 1942 | loss: 0.0311937 | val_loss: 0.0312045 | Time: 5204.17 ms [2022-03-31 02:25:21 main:574] : INFO : Epoch 1943 | loss: 0.0311932 | val_loss: 0.031208 | Time: 5258.78 ms [2022-03-31 02:25:26 main:574] : INFO : Epoch 1944 | loss: 0.0311942 | val_loss: 0.0312031 | Time: 5181.49 ms [2022-03-31 02:25:32 main:574] : INFO : Epoch 1945 | loss: 0.0311923 | val_loss: 0.0312033 | Time: 5240.82 ms [2022-03-31 02:25:37 main:574] : INFO : Epoch 1946 | loss: 0.0311931 | val_loss: 0.0312035 | Time: 5189.3 ms [2022-03-31 02:25:42 main:574] : INFO : Epoch 1947 | loss: 0.0311917 | val_loss: 0.0312034 | Time: 5211.93 ms [2022-03-31 02:25:48 main:574] : INFO : Epoch 1948 | loss: 0.0311912 | val_loss: 0.0312065 | Time: 5205.34 ms [2022-03-31 02:25:53 main:574] : INFO : Epoch 1949 | loss: 0.0311923 | val_loss: 0.0312029 | Time: 5174.33 ms [2022-03-31 02:25:59 main:574] : INFO : Epoch 1950 | loss: 0.0311936 | val_loss: 0.0312033 | Time: 5232.88 ms [2022-03-31 02:26:05 main:574] : INFO : Epoch 1951 | loss: 0.0311923 | val_loss: 0.0312063 | Time: 5217.64 ms [2022-03-31 02:26:10 main:574] : INFO : Epoch 1952 | loss: 0.0311934 | val_loss: 0.0312031 | Time: 5224.45 ms [2022-03-31 02:26:15 main:574] : INFO : Epoch 1953 | loss: 0.0311923 | val_loss: 0.0312053 | Time: 5150.82 ms [2022-03-31 02:26:21 main:574] : INFO : Epoch 1954 | loss: 0.0311915 | val_loss: 0.0312066 | Time: 5177.24 ms [2022-03-31 02:26:26 main:574] : INFO : Epoch 1955 | loss: 0.0311924 | val_loss: 0.0312039 | Time: 5246.78 ms [2022-03-31 02:26:31 main:574] : INFO : Epoch 1956 | loss: 0.0311928 | val_loss: 0.0312039 | Time: 5231.08 ms [2022-03-31 02:26:37 main:574] : INFO : Epoch 1957 | loss: 0.0311943 | val_loss: 0.0312062 | Time: 5280.87 ms [2022-03-31 02:26:42 main:574] : INFO : Epoch 1958 | loss: 0.0311947 | val_loss: 0.031202 | Time: 5235.7 ms [2022-03-31 02:26:47 main:574] : INFO : Epoch 1959 | loss: 0.0311932 | val_loss: 0.0312021 | Time: 5227.08 ms [2022-03-31 02:26:53 main:574] : INFO : Epoch 1960 | loss: 0.0311929 | val_loss: 0.0312027 | Time: 5207.28 ms [2022-03-31 02:26:58 main:574] : INFO : Epoch 1961 | loss: 0.0311929 | val_loss: 0.0312009 | Time: 5220.27 ms [2022-03-31 02:27:04 main:574] : INFO : Epoch 1962 | loss: 0.0311923 | val_loss: 0.0312034 | Time: 5119.92 ms [2022-03-31 02:27:09 main:574] : INFO : Epoch 1963 | loss: 0.0311919 | val_loss: 0.0312051 | Time: 5294.05 ms [2022-03-31 02:27:14 main:574] : INFO : Epoch 1964 | loss: 0.031193 | val_loss: 0.031204 | Time: 5251.19 ms [2022-03-31 02:27:19 main:574] : INFO : Epoch 1965 | loss: 0.031191 | val_loss: 0.0312031 | Time: 5212.35 ms [2022-03-31 02:27:25 main:574] : INFO : Epoch 1966 | loss: 0.03119 | val_loss: 0.0312067 | Time: 5200.26 ms [2022-03-31 02:27:31 main:574] : INFO : Epoch 1967 | loss: 0.0311909 | val_loss: 0.0312094 | Time: 5206.67 ms [2022-03-31 02:27:36 main:574] : INFO : Epoch 1968 | loss: 0.0311933 | val_loss: 0.0312114 | Time: 5158.63 ms [2022-03-31 02:27:41 main:574] : INFO : Epoch 1969 | loss: 0.0311963 | val_loss: 0.031208 | Time: 5182.53 ms [2022-03-31 02:27:46 main:574] : INFO : Epoch 1970 | loss: 0.0311925 | val_loss: 0.0312051 | Time: 5218.37 ms [2022-03-31 02:27:52 main:574] : INFO : Epoch 1971 | loss: 0.0311912 | val_loss: 0.031204 | Time: 5161.77 ms [2022-03-31 02:27:58 main:574] : INFO : Epoch 1972 | loss: 0.0311917 | val_loss: 0.0312042 | Time: 5195.44 ms [2022-03-31 02:28:04 main:574] : INFO : Epoch 1973 | loss: 0.0311904 | val_loss: 0.0312049 | Time: 5185.21 ms [2022-03-31 02:28:09 main:574] : INFO : Epoch 1974 | loss: 0.0311904 | val_loss: 0.0312039 | Time: 5192.33 ms [2022-03-31 02:28:16 main:574] : INFO : Epoch 1975 | loss: 0.0311902 | val_loss: 0.0312059 | Time: 5269.17 ms [2022-03-31 02:28:21 main:574] : INFO : Epoch 1976 | loss: 0.0311909 | val_loss: 0.0312074 | Time: 5229.94 ms [2022-03-31 02:28:26 main:574] : INFO : Epoch 1977 | loss: 0.0311907 | val_loss: 0.0312029 | Time: 5230.8 ms [2022-03-31 02:28:32 main:574] : INFO : Epoch 1978 | loss: 0.0311902 | val_loss: 0.0312025 | Time: 5253.54 ms [2022-03-31 02:28:37 main:574] : INFO : Epoch 1979 | loss: 0.0311904 | val_loss: 0.0312034 | Time: 5167.09 ms [2022-03-31 02:28:43 main:574] : INFO : Epoch 1980 | loss: 0.0311899 | val_loss: 0.0312034 | Time: 5160.06 ms [2022-03-31 02:28:48 main:574] : INFO : Epoch 1981 | loss: 0.0311892 | val_loss: 0.0312045 | Time: 5234.57 ms [2022-03-31 02:28:53 main:574] : INFO : Epoch 1982 | loss: 0.0311892 | val_loss: 0.0312029 | Time: 5205.11 ms [2022-03-31 02:28:58 main:574] : INFO : Epoch 1983 | loss: 0.0311898 | val_loss: 0.0312086 | Time: 5196.87 ms [2022-03-31 02:29:04 main:574] : INFO : Epoch 1984 | loss: 0.0311905 | val_loss: 0.0312035 | Time: 5248.57 ms [2022-03-31 02:29:10 main:574] : INFO : Epoch 1985 | loss: 0.0311893 | val_loss: 0.031204 | Time: 5198.49 ms [2022-03-31 02:29:15 main:574] : INFO : Epoch 1986 | loss: 0.0311899 | val_loss: 0.0312022 | Time: 5231.5 ms [2022-03-31 02:29:21 main:574] : INFO : Epoch 1987 | loss: 0.0311903 | val_loss: 0.0312033 | Time: 5250.22 ms [2022-03-31 02:29:26 main:574] : INFO : Epoch 1988 | loss: 0.0311892 | val_loss: 0.0312043 | Time: 5224.11 ms [2022-03-31 02:29:32 main:574] : INFO : Epoch 1989 | loss: 0.0311901 | val_loss: 0.0312048 | Time: 5161.21 ms [2022-03-31 02:29:38 main:574] : INFO : Epoch 1990 | loss: 0.0311912 | val_loss: 0.0312071 | Time: 5222.43 ms [2022-03-31 02:29:43 main:574] : INFO : Epoch 1991 | loss: 0.0311915 | val_loss: 0.0312034 | Time: 5248.03 ms [2022-03-31 02:29:49 main:574] : INFO : Epoch 1992 | loss: 0.0311914 | val_loss: 0.0312029 | Time: 5208.22 ms [2022-03-31 02:29:54 main:574] : INFO : Epoch 1993 | loss: 0.0311901 | val_loss: 0.0312018 | Time: 5250.61 ms [2022-03-31 02:30:00 main:574] : INFO : Epoch 1994 | loss: 0.0311904 | val_loss: 0.0312035 | Time: 5222.05 ms [2022-03-31 02:30:05 main:574] : INFO : Epoch 1995 | loss: 0.0311899 | val_loss: 0.0312008 | Time: 5072.89 ms [2022-03-31 02:30:11 main:574] : INFO : Epoch 1996 | loss: 0.0311922 | val_loss: 0.0312044 | Time: 5166.56 ms [2022-03-31 02:30:17 main:574] : INFO : Epoch 1997 | loss: 0.0311938 | val_loss: 0.0312017 | Time: 5198.1 ms [2022-03-31 02:30:22 main:574] : INFO : Epoch 1998 | loss: 0.0311916 | val_loss: 0.0312027 | Time: 5209.8 ms [2022-03-31 02:30:27 main:574] : INFO : Epoch 1999 | loss: 0.0311909 | val_loss: 0.0312041 | Time: 5273.92 ms [2022-03-31 02:30:33 main:574] : INFO : Epoch 2000 | loss: 0.0311912 | val_loss: 0.0312047 | Time: 5202.42 ms [2022-03-31 02:30:38 main:574] : INFO : Epoch 2001 | loss: 0.0311913 | val_loss: 0.0312034 | Time: 5208.85 ms [2022-03-31 02:30:43 main:574] : INFO : Epoch 2002 | loss: 0.0311906 | val_loss: 0.0312047 | Time: 5211 ms [2022-03-31 02:30:48 main:574] : INFO : Epoch 2003 | loss: 0.0311899 | val_loss: 0.0312026 | Time: 5170.3 ms [2022-03-31 02:30:53 main:574] : INFO : Epoch 2004 | loss: 0.0311904 | val_loss: 0.0312039 | Time: 5206.53 ms [2022-03-31 02:30:59 main:574] : INFO : Epoch 2005 | loss: 0.0311897 | val_loss: 0.0312052 | Time: 5238.9 ms [2022-03-31 02:31:04 main:574] : INFO : Epoch 2006 | loss: 0.0311902 | val_loss: 0.0312031 | Time: 5216.08 ms [2022-03-31 02:31:09 main:574] : INFO : Epoch 2007 | loss: 0.0311902 | val_loss: 0.0312031 | Time: 5247.79 ms [2022-03-31 02:31:15 main:574] : INFO : Epoch 2008 | loss: 0.0311915 | val_loss: 0.0312036 | Time: 5296.91 ms [2022-03-31 02:31:20 main:574] : INFO : Epoch 2009 | loss: 0.0311921 | val_loss: 0.0312055 | Time: 5245.55 ms [2022-03-31 02:31:25 main:574] : INFO : Epoch 2010 | loss: 0.0311897 | val_loss: 0.0312034 | Time: 5237.53 ms [2022-03-31 02:31:31 main:574] : INFO : Epoch 2011 | loss: 0.0311899 | val_loss: 0.0312068 | Time: 5230.37 ms [2022-03-31 02:31:36 main:574] : INFO : Epoch 2012 | loss: 0.0311909 | val_loss: 0.0312039 | Time: 5237.72 ms [2022-03-31 02:31:41 main:574] : INFO : Epoch 2013 | loss: 0.0311919 | val_loss: 0.0312045 | Time: 5149.24 ms [2022-03-31 02:31:46 main:574] : INFO : Epoch 2014 | loss: 0.0311916 | val_loss: 0.0312009 | Time: 5220.99 ms [2022-03-31 02:31:52 main:574] : INFO : Epoch 2015 | loss: 0.0311913 | val_loss: 0.0312063 | Time: 5247.46 ms [2022-03-31 02:31:58 main:574] : INFO : Epoch 2016 | loss: 0.0311907 | val_loss: 0.0312034 | Time: 5158.67 ms [2022-03-31 02:32:03 main:574] : INFO : Epoch 2017 | loss: 0.0311927 | val_loss: 0.0312022 | Time: 5214.11 ms [2022-03-31 02:32:09 main:574] : INFO : Epoch 2018 | loss: 0.0311905 | val_loss: 0.0312027 | Time: 5253.5 ms [2022-03-31 02:32:14 main:574] : INFO : Epoch 2019 | loss: 0.0311905 | val_loss: 0.0312037 | Time: 5146.57 ms [2022-03-31 02:32:20 main:574] : INFO : Epoch 2020 | loss: 0.0311919 | val_loss: 0.0312014 | Time: 5155.49 ms [2022-03-31 02:32:26 main:574] : INFO : Epoch 2021 | loss: 0.0311908 | val_loss: 0.0312027 | Time: 5110.85 ms [2022-03-31 02:32:31 main:574] : INFO : Epoch 2022 | loss: 0.0311917 | val_loss: 0.0312023 | Time: 5208.17 ms [2022-03-31 02:32:37 main:574] : INFO : Epoch 2023 | loss: 0.0311899 | val_loss: 0.0312039 | Time: 5263 ms [2022-03-31 02:32:43 main:574] : INFO : Epoch 2024 | loss: 0.0311915 | val_loss: 0.0312049 | Time: 5249.95 ms [2022-03-31 02:32:48 main:574] : INFO : Epoch 2025 | loss: 0.0311899 | val_loss: 0.0312046 | Time: 5194.3 ms [2022-03-31 02:32:53 main:574] : INFO : Epoch 2026 | loss: 0.0311898 | val_loss: 0.0312023 | Time: 5211.47 ms [2022-03-31 02:32:59 main:574] : INFO : Epoch 2027 | loss: 0.03119 | val_loss: 0.0312023 | Time: 5234.65 ms [2022-03-31 02:33:04 main:574] : INFO : Epoch 2028 | loss: 0.0311896 | val_loss: 0.0312033 | Time: 5258.77 ms [2022-03-31 02:33:09 main:574] : INFO : Epoch 2029 | loss: 0.0311896 | val_loss: 0.0312021 | Time: 5197.57 ms [2022-03-31 02:33:14 main:574] : INFO : Epoch 2030 | loss: 0.0311916 | val_loss: 0.0312018 | Time: 5209.24 ms [2022-03-31 02:33:20 main:574] : INFO : Epoch 2031 | loss: 0.0311947 | val_loss: 0.0312021 | Time: 5174.73 ms [2022-03-31 02:33:25 main:574] : INFO : Epoch 2032 | loss: 0.0311928 | val_loss: 0.0312048 | Time: 5198.54 ms [2022-03-31 02:33:30 main:574] : INFO : Epoch 2033 | loss: 0.0311924 | val_loss: 0.0312034 | Time: 5269.35 ms [2022-03-31 02:33:36 main:574] : INFO : Epoch 2034 | loss: 0.031192 | val_loss: 0.0312036 | Time: 5254.62 ms [2022-03-31 02:33:41 main:574] : INFO : Epoch 2035 | loss: 0.0311914 | val_loss: 0.0312023 | Time: 5270.53 ms [2022-03-31 02:33:46 main:574] : INFO : Epoch 2036 | loss: 0.0311911 | val_loss: 0.0312044 | Time: 5209.72 ms [2022-03-31 02:33:52 main:574] : INFO : Epoch 2037 | loss: 0.031194 | val_loss: 0.0312125 | Time: 5211.55 ms [2022-03-31 02:33:57 main:574] : INFO : Epoch 2038 | loss: 0.0311958 | val_loss: 0.0312025 | Time: 5186.21 ms [2022-03-31 02:34:03 main:574] : INFO : Epoch 2039 | loss: 0.0311941 | val_loss: 0.0312053 | Time: 5220.65 ms [2022-03-31 02:34:08 main:574] : INFO : Epoch 2040 | loss: 0.0311921 | val_loss: 0.031205 | Time: 5224.64 ms [2022-03-31 02:34:13 main:574] : INFO : Epoch 2041 | loss: 0.0311924 | val_loss: 0.0312069 | Time: 5209.33 ms [2022-03-31 02:34:19 main:574] : INFO : Epoch 2042 | loss: 0.0311931 | val_loss: 0.0312055 | Time: 5137.82 ms [2022-03-31 02:34:24 main:574] : INFO : Epoch 2043 | loss: 0.031197 | val_loss: 0.0312098 | Time: 5216.28 ms [2022-03-31 02:34:29 main:574] : INFO : Epoch 2044 | loss: 0.0311964 | val_loss: 0.0312057 | Time: 5157.88 ms [2022-03-31 02:34:34 main:574] : INFO : Epoch 2045 | loss: 0.0311947 | val_loss: 0.0312066 | Time: 5209.35 ms [2022-03-31 02:34:39 main:574] : INFO : Epoch 2046 | loss: 0.0311944 | val_loss: 0.0312035 | Time: 5238.7 ms [2022-03-31 02:34:45 main:574] : INFO : Epoch 2047 | loss: 0.0311937 | val_loss: 0.0312063 | Time: 5152.73 ms [2022-03-31 02:34:50 main:574] : INFO : Epoch 2048 | loss: 0.0311954 | val_loss: 0.0312075 | Time: 5192.78 ms [2022-03-31 02:34:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312075 [2022-03-31 02:34:50 main:603] : INFO : Saving end state to config to file [2022-03-31 02:34:50 main:608] : INFO : Success, exiting.. 02:34:50 (19788): 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)