Task 12885552
| Name | ParityModified-1645998480-11204-2-0_0 |
| Workunit | 10022780 |
| Created | 10 Mar 2022, 17:41:11 UTC |
| Sent | 11 Mar 2022, 5:46:15 UTC |
| Report deadline | 19 Mar 2022, 5:46:15 UTC |
| Received | 15 Mar 2022, 19:49:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5890 |
| Run time | 2 hours 2 min 39 sec |
| CPU time | 2 hours 1 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,508.16 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1595 | loss: 0.031199 | val_loss: 0.0312018 | Time: 4351.96 ms
[2022-03-15 06:41:08 main:574] : INFO : Epoch 1596 | loss: 0.0311995 | val_loss: 0.0311984 | Time: 4447.99 ms
[2022-03-15 06:41:12 main:574] : INFO : Epoch 1597 | loss: 0.0311995 | val_loss: 0.0311976 | Time: 4251.29 ms
[2022-03-15 06:41:17 main:574] : INFO : Epoch 1598 | loss: 0.0311988 | val_loss: 0.0311983 | Time: 4225.71 ms
[2022-03-15 06:41:21 main:574] : INFO : Epoch 1599 | loss: 0.031199 | val_loss: 0.0311974 | Time: 4588.29 ms
[2022-03-15 06:41:26 main:574] : INFO : Epoch 1600 | loss: 0.0311982 | val_loss: 0.0311971 | Time: 4439.35 ms
[2022-03-15 06:41:30 main:574] : INFO : Epoch 1601 | loss: 0.0311982 | val_loss: 0.0311969 | Time: 4630.51 ms
[2022-03-15 06:41:35 main:574] : INFO : Epoch 1602 | loss: 0.0311985 | val_loss: 0.0311994 | Time: 4374.17 ms
[2022-03-15 06:41:39 main:574] : INFO : Epoch 1603 | loss: 0.0311982 | val_loss: 0.0311992 | Time: 4358.84 ms
[2022-03-15 06:41:43 main:574] : INFO : Epoch 1604 | loss: 0.0311985 | val_loss: 0.0311983 | Time: 4277.5 ms
[2022-03-15 06:41:47 main:574] : INFO : Epoch 1605 | loss: 0.0311983 | val_loss: 0.031196 | Time: 4087.62 ms
[2022-03-15 06:41:51 main:574] : INFO : Epoch 1606 | loss: 0.0311967 | val_loss: 0.0311959 | Time: 3978.93 ms
[2022-03-15 06:41:55 main:574] : INFO : Epoch 1607 | loss: 0.0311969 | val_loss: 0.0311976 | Time: 4072.42 ms
[2022-03-15 06:42:00 main:574] : INFO : Epoch 1608 | loss: 0.0311961 | val_loss: 0.0311968 | Time: 4353.57 ms
[2022-03-15 06:42:04 main:574] : INFO : Epoch 1609 | loss: 0.0311958 | val_loss: 0.0311965 | Time: 4303.24 ms
[2022-03-15 06:42:08 main:574] : INFO : Epoch 1610 | loss: 0.0311958 | val_loss: 0.0311965 | Time: 4328.62 ms
[2022-03-15 06:42:12 main:574] : INFO : Epoch 1611 | loss: 0.0311961 | val_loss: 0.0311965 | Time: 3992.49 ms
[2022-03-15 06:42:17 main:574] : INFO : Epoch 1612 | loss: 0.0311948 | val_loss: 0.0311959 | Time: 4071.85 ms
[2022-03-15 06:42:21 main:574] : INFO : Epoch 1613 | loss: 0.0311954 | val_loss: 0.031197 | Time: 4177.27 ms
[2022-03-15 06:42:25 main:574] : INFO : Epoch 1614 | loss: 0.0311952 | val_loss: 0.0311955 | Time: 4178.51 ms
[2022-03-15 06:42:29 main:574] : INFO : Epoch 1615 | loss: 0.0311952 | val_loss: 0.031196 | Time: 4297.08 ms
[2022-03-15 06:42:33 main:574] : INFO : Epoch 1616 | loss: 0.0311946 | val_loss: 0.0311978 | Time: 4114.54 ms
[2022-03-15 06:42:38 main:574] : INFO : Epoch 1617 | loss: 0.0311948 | val_loss: 0.0311964 | Time: 4298.35 ms
[2022-03-15 06:42:42 main:574] : INFO : Epoch 1618 | loss: 0.0311947 | val_loss: 0.0311969 | Time: 4194 ms
[2022-03-15 06:42:46 main:574] : INFO : Epoch 1619 | loss: 0.0311941 | val_loss: 0.0311957 | Time: 4155.55 ms
[2022-03-15 06:42:50 main:574] : INFO : Epoch 1620 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 4109.17 ms
[2022-03-15 06:42:54 main:574] : INFO : Epoch 1621 | loss: 0.0311956 | val_loss: 0.0311962 | Time: 4270.68 ms
[2022-03-15 06:42:59 main:574] : INFO : Epoch 1622 | loss: 0.0311939 | val_loss: 0.0311958 | Time: 4351.7 ms
[2022-03-15 06:43:03 main:574] : INFO : Epoch 1623 | loss: 0.0311934 | val_loss: 0.0311953 | Time: 4285.43 ms
[2022-03-15 06:43:07 main:574] : INFO : Epoch 1624 | loss: 0.0311939 | val_loss: 0.0311954 | Time: 4334.42 ms
[2022-03-15 06:43:12 main:574] : INFO : Epoch 1625 | loss: 0.031194 | val_loss: 0.0311968 | Time: 4239.51 ms
[2022-03-15 06:43:16 main:574] : INFO : Epoch 1626 | loss: 0.0311938 | val_loss: 0.0311958 | Time: 4240.39 ms
[2022-03-15 06:43:20 main:574] : INFO : Epoch 1627 | loss: 0.0311934 | val_loss: 0.0311948 | Time: 4252.85 ms
[2022-03-15 06:43:24 main:574] : INFO : Epoch 1628 | loss: 0.031196 | val_loss: 0.0311976 | Time: 4327.97 ms
[2022-03-15 06:43:29 main:574] : INFO : Epoch 1629 | loss: 0.0311951 | val_loss: 0.0311986 | Time: 4414.13 ms
[2022-03-15 06:43:33 main:574] : INFO : Epoch 1630 | loss: 0.0311942 | val_loss: 0.0311958 | Time: 4188.7 ms
[2022-03-15 06:43:37 main:574] : INFO : Epoch 1631 | loss: 0.0311927 | val_loss: 0.0311956 | Time: 4312.25 ms
[2022-03-15 06:43:42 main:574] : INFO : Epoch 1632 | loss: 0.0311922 | val_loss: 0.0311959 | Time: 4472.21 ms
[2022-03-15 06:43:46 main:574] : INFO : Epoch 1633 | loss: 0.0311929 | val_loss: 0.031195 | Time: 4270.79 ms
[2022-03-15 06:43:50 main:574] : INFO : Epoch 1634 | loss: 0.0311925 | val_loss: 0.0311977 | Time: 4223.53 ms
[2022-03-15 06:43:55 main:574] : INFO : Epoch 1635 | loss: 0.0311938 | val_loss: 0.0311965 | Time: 4508.5 ms
[2022-03-15 06:43:59 main:574] : INFO : Epoch 1636 | loss: 0.031193 | val_loss: 0.031197 | Time: 4299.66 ms
[2022-03-15 06:44:04 main:574] : INFO : Epoch 1637 | loss: 0.0311941 | val_loss: 0.031196 | Time: 4337.16 ms
[2022-03-15 06:44:08 main:574] : INFO : Epoch 1638 | loss: 0.0311935 | val_loss: 0.0311985 | Time: 4234.63 ms
[2022-03-15 06:44:12 main:574] : INFO : Epoch 1639 | loss: 0.0311956 | val_loss: 0.0311979 | Time: 4177.07 ms
[2022-03-15 06:44:16 main:574] : INFO : Epoch 1640 | loss: 0.0311934 | val_loss: 0.0311972 | Time: 4179.91 ms
[2022-03-15 06:44:21 main:574] : INFO : Epoch 1641 | loss: 0.0311932 | val_loss: 0.0311992 | Time: 4668.46 ms
[2022-03-15 06:44:25 main:574] : INFO : Epoch 1642 | loss: 0.0311929 | val_loss: 0.0311962 | Time: 4422.76 ms
[2022-03-15 06:44:30 main:574] : INFO : Epoch 1643 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 4219.56 ms
[2022-03-15 06:44:34 main:574] : INFO : Epoch 1644 | loss: 0.0311913 | val_loss: 0.0311956 | Time: 4288.34 ms
[2022-03-15 06:44:38 main:574] : INFO : Epoch 1645 | loss: 0.0311914 | val_loss: 0.0311964 | Time: 4112.84 ms
[2022-03-15 06:44:42 main:574] : INFO : Epoch 1646 | loss: 0.0311917 | val_loss: 0.0311965 | Time: 4290.81 ms
[2022-03-15 06:44:47 main:574] : INFO : Epoch 1647 | loss: 0.0311931 | val_loss: 0.0311973 | Time: 4318.08 ms
[2022-03-15 06:44:51 main:574] : INFO : Epoch 1648 | loss: 0.0311928 | val_loss: 0.0311967 | Time: 4242.66 ms
[2022-03-15 06:44:55 main:574] : INFO : Epoch 1649 | loss: 0.031193 | val_loss: 0.0311953 | Time: 4273.9 ms
[2022-03-15 06:44:59 main:574] : INFO : Epoch 1650 | loss: 0.0311919 | val_loss: 0.0311941 | Time: 3886.41 ms
[2022-03-15 06:45:03 main:574] : INFO : Epoch 1651 | loss: 0.0311913 | val_loss: 0.0311944 | Time: 4480.23 ms
[2022-03-15 06:45:08 main:574] : INFO : Epoch 1652 | loss: 0.0311919 | val_loss: 0.0311957 | Time: 4219.11 ms
[2022-03-15 06:45:12 main:574] : INFO : Epoch 1653 | loss: 0.0311923 | val_loss: 0.0311968 | Time: 4083.37 ms
[2022-03-15 06:45:16 main:574] : INFO : Epoch 1654 | loss: 0.0311925 | val_loss: 0.031195 | Time: 4271.87 ms
[2022-03-15 06:45:20 main:574] : INFO : Epoch 1655 | loss: 0.0311924 | val_loss: 0.0311987 | Time: 4327.93 ms
[2022-03-15 06:45:25 main:574] : INFO : Epoch 1656 | loss: 0.0311931 | val_loss: 0.0311959 | Time: 4569.59 ms
[2022-03-15 06:45:29 main:574] : INFO : Epoch 1657 | loss: 0.0311909 | val_loss: 0.0311946 | Time: 4122.84 ms
[2022-03-15 06:45:33 main:574] : INFO : Epoch 1658 | loss: 0.0311906 | val_loss: 0.0311951 | Time: 4285.74 ms
[2022-03-15 06:45:38 main:574] : INFO : Epoch 1659 | loss: 0.0311941 | val_loss: 0.0312037 | Time: 4279.79 ms
[2022-03-15 06:45:42 main:574] : INFO : Epoch 1660 | loss: 0.0311959 | val_loss: 0.0311963 | Time: 4311.72 ms
[2022-03-15 06:45:46 main:574] : INFO : Epoch 1661 | loss: 0.0311915 | val_loss: 0.0311953 | Time: 4422.08 ms
[2022-03-15 06:45:51 main:574] : INFO : Epoch 1662 | loss: 0.0311918 | val_loss: 0.0311946 | Time: 4338.33 ms
[2022-03-15 06:45:55 main:574] : INFO : Epoch 1663 | loss: 0.0311914 | val_loss: 0.0311974 | Time: 4450.02 ms
[2022-03-15 06:45:59 main:574] : INFO : Epoch 1664 | loss: 0.0311929 | val_loss: 0.0311979 | Time: 4198.48 ms
[2022-03-15 06:46:04 main:574] : INFO : Epoch 1665 | loss: 0.0311919 | val_loss: 0.0311943 | Time: 4527.44 ms
[2022-03-15 06:46:08 main:574] : INFO : Epoch 1666 | loss: 0.031192 | val_loss: 0.0311966 | Time: 4376.42 ms
[2022-03-15 06:46:13 main:574] : INFO : Epoch 1667 | loss: 0.0311922 | val_loss: 0.0311943 | Time: 4227.43 ms
[2022-03-15 06:46:17 main:574] : INFO : Epoch 1668 | loss: 0.0311909 | val_loss: 0.0311935 | Time: 4315.72 ms
[2022-03-15 06:46:21 main:574] : INFO : Epoch 1669 | loss: 0.0311913 | val_loss: 0.0311941 | Time: 4050.13 ms
[2022-03-15 06:46:25 main:574] : INFO : Epoch 1670 | loss: 0.0311911 | val_loss: 0.0311946 | Time: 4322.86 ms
[2022-03-15 06:46:30 main:574] : INFO : Epoch 1671 | loss: 0.0311911 | val_loss: 0.0311942 | Time: 4655.06 ms
[2022-03-15 06:46:34 main:574] : INFO : Epoch 1672 | loss: 0.0311909 | val_loss: 0.0311949 | Time: 4270.48 ms
[2022-03-15 06:46:39 main:574] : INFO : Epoch 1673 | loss: 0.0311904 | val_loss: 0.0311943 | Time: 4325.2 ms
[2022-03-15 06:46:43 main:574] : INFO : Epoch 1674 | loss: 0.0311909 | val_loss: 0.0311941 | Time: 4436.07 ms
[2022-03-15 06:46:48 main:574] : INFO : Epoch 1675 | loss: 0.0311898 | val_loss: 0.0311936 | Time: 4507.81 ms
[2022-03-15 06:46:52 main:574] : INFO : Epoch 1676 | loss: 0.0311904 | val_loss: 0.0311974 | Time: 4876.49 ms
[2022-03-15 06:46:57 main:574] : INFO : Epoch 1677 | loss: 0.03119 | val_loss: 0.0311947 | Time: 4449.89 ms
[2022-03-15 06:47:01 main:574] : INFO : Epoch 1678 | loss: 0.0311896 | val_loss: 0.0311949 | Time: 4611.8 ms
[2022-03-15 06:47:06 main:574] : INFO : Epoch 1679 | loss: 0.0311896 | val_loss: 0.0311935 | Time: 4317.25 ms
[2022-03-15 06:47:10 main:574] : INFO : Epoch 1680 | loss: 0.0311913 | val_loss: 0.0311971 | Time: 4564.98 ms
[2022-03-15 06:47:15 main:574] : INFO : Epoch 1681 | loss: 0.0311913 | val_loss: 0.0311934 | Time: 4680.05 ms
[2022-03-15 06:47:20 main:574] : INFO : Epoch 1682 | loss: 0.0311893 | val_loss: 0.0311937 | Time: 4716.36 ms
[2022-03-15 06:47:24 main:574] : INFO : Epoch 1683 | loss: 0.0311904 | val_loss: 0.031198 | Time: 4491.09 ms
[2022-03-15 06:47:28 main:574] : INFO : Epoch 1684 | loss: 0.0311904 | val_loss: 0.0311937 | Time: 4177.58 ms
[2022-03-15 06:47:33 main:574] : INFO : Epoch 1685 | loss: 0.0311894 | val_loss: 0.0311941 | Time: 4444.14 ms
[2022-03-15 06:47:38 main:574] : INFO : Epoch 1686 | loss: 0.0311893 | val_loss: 0.0311931 | Time: 4710.4 ms
[2022-03-15 06:47:42 main:574] : INFO : Epoch 1687 | loss: 0.0311888 | val_loss: 0.0311928 | Time: 4246.72 ms
[2022-03-15 06:47:46 main:574] : INFO : Epoch 1688 | loss: 0.031189 | val_loss: 0.0311933 | Time: 4336.6 ms
[2022-03-15 06:47:51 main:574] : INFO : Epoch 1689 | loss: 0.0311888 | val_loss: 0.031195 | Time: 4382.07 ms
[2022-03-15 06:47:55 main:574] : INFO : Epoch 1690 | loss: 0.0311898 | val_loss: 0.0311944 | Time: 4216.3 ms
[2022-03-15 06:47:59 main:574] : INFO : Epoch 1691 | loss: 0.0311896 | val_loss: 0.0311948 | Time: 4575.26 ms
[2022-03-15 06:48:04 main:574] : INFO : Epoch 1692 | loss: 0.0311914 | val_loss: 0.0311996 | Time: 4318.33 ms
[2022-03-15 06:48:08 main:574] : INFO : Epoch 1693 | loss: 0.031191 | val_loss: 0.0311979 | Time: 4392.08 ms
[2022-03-15 06:48:13 main:574] : INFO : Epoch 1694 | loss: 0.0311923 | val_loss: 0.0311919 | Time: 4491.9 ms
[2022-03-15 06:48:17 main:574] : INFO : Epoch 1695 | loss: 0.031189 | val_loss: 0.0311957 | Time: 4039.3 ms
[2022-03-15 06:48:21 main:574] : INFO : Epoch 1696 | loss: 0.0311891 | val_loss: 0.031192 | Time: 4257.95 ms
[2022-03-15 06:48:25 main:574] : INFO : Epoch 1697 | loss: 0.0311918 | val_loss: 0.0311924 | Time: 4139.34 ms
[2022-03-15 06:48:29 main:574] : INFO : Epoch 1698 | loss: 0.0311888 | val_loss: 0.0311927 | Time: 4380.58 ms
[2022-03-15 06:48:34 main:574] : INFO : Epoch 1699 | loss: 0.0311882 | val_loss: 0.0311944 | Time: 4343.14 ms
[2022-03-15 06:48:38 main:574] : INFO : Epoch 1700 | loss: 0.0311895 | val_loss: 0.0311932 | Time: 4267.71 ms
[2022-03-15 06:48:42 main:574] : INFO : Epoch 1701 | loss: 0.0311902 | val_loss: 0.0311942 | Time: 4206.6 ms
[2022-03-15 06:48:46 main:574] : INFO : Epoch 1702 | loss: 0.0311892 | val_loss: 0.0311916 | Time: 4063.4 ms
[2022-03-15 06:48:51 main:574] : INFO : Epoch 1703 | loss: 0.0311884 | val_loss: 0.0311919 | Time: 4301.7 ms
[2022-03-15 06:48:55 main:574] : INFO : Epoch 1704 | loss: 0.0311882 | val_loss: 0.0311919 | Time: 4208.75 ms
[2022-03-15 06:48:59 main:574] : INFO : Epoch 1705 | loss: 0.0311894 | val_loss: 0.0311934 | Time: 4232.62 ms
[2022-03-15 06:49:04 main:574] : INFO : Epoch 1706 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 4379.61 ms
[2022-03-15 06:49:08 main:574] : INFO : Epoch 1707 | loss: 0.03119 | val_loss: 0.0311918 | Time: 4078.19 ms
[2022-03-15 06:49:12 main:574] : INFO : Epoch 1708 | loss: 0.0311898 | val_loss: 0.0311946 | Time: 4177.9 ms
[2022-03-15 06:49:16 main:574] : INFO : Epoch 1709 | loss: 0.0311896 | val_loss: 0.0311937 | Time: 4221.54 ms
[2022-03-15 06:49:20 main:574] : INFO : Epoch 1710 | loss: 0.0311896 | val_loss: 0.0311928 | Time: 4147.98 ms
[2022-03-15 06:49:25 main:574] : INFO : Epoch 1711 | loss: 0.0311906 | val_loss: 0.0311906 | Time: 4432.06 ms
[2022-03-15 06:49:29 main:574] : INFO : Epoch 1712 | loss: 0.0311894 | val_loss: 0.0311917 | Time: 4130.06 ms
[2022-03-15 06:49:33 main:574] : INFO : Epoch 1713 | loss: 0.0311892 | val_loss: 0.0311902 | Time: 4277.71 ms
[2022-03-15 06:49:37 main:574] : INFO : Epoch 1714 | loss: 0.031188 | val_loss: 0.0311908 | Time: 4220.62 ms
[2022-03-15 06:49:41 main:574] : INFO : Epoch 1715 | loss: 0.0311886 | val_loss: 0.0311914 | Time: 4110.4 ms
[2022-03-15 06:49:46 main:574] : INFO : Epoch 1716 | loss: 0.031189 | val_loss: 0.0311915 | Time: 4097.53 ms
[2022-03-15 06:49:50 main:574] : INFO : Epoch 1717 | loss: 0.0311899 | val_loss: 0.0311892 | Time: 4524.06 ms
[2022-03-15 06:49:54 main:574] : INFO : Epoch 1718 | loss: 0.0311881 | val_loss: 0.031189 | Time: 4163.75 ms
[2022-03-15 06:49:59 main:574] : INFO : Epoch 1719 | loss: 0.031188 | val_loss: 0.0311959 | Time: 4568.79 ms
[2022-03-15 06:50:03 main:574] : INFO : Epoch 1720 | loss: 0.0311886 | val_loss: 0.0311904 | Time: 4025.81 ms
[2022-03-15 06:50:07 main:574] : INFO : Epoch 1721 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 3987.61 ms
[2022-03-15 06:50:11 main:574] : INFO : Epoch 1722 | loss: 0.031187 | val_loss: 0.0311896 | Time: 4423.58 ms
[2022-03-15 06:50:15 main:574] : INFO : Epoch 1723 | loss: 0.0311881 | val_loss: 0.0311914 | Time: 4043.54 ms
[2022-03-15 06:50:20 main:574] : INFO : Epoch 1724 | loss: 0.0311873 | val_loss: 0.0311909 | Time: 4435.49 ms
[2022-03-15 06:50:24 main:574] : INFO : Epoch 1725 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 4094.03 ms
[2022-03-15 06:50:28 main:574] : INFO : Epoch 1726 | loss: 0.031188 | val_loss: 0.0311885 | Time: 4013.23 ms
[2022-03-15 06:50:32 main:574] : INFO : Epoch 1727 | loss: 0.0311864 | val_loss: 0.0311882 | Time: 4311.63 ms
[2022-03-15 06:50:37 main:574] : INFO : Epoch 1728 | loss: 0.0311864 | val_loss: 0.0311891 | Time: 4262.33 ms
[2022-03-15 06:50:41 main:574] : INFO : Epoch 1729 | loss: 0.0311858 | val_loss: 0.0311892 | Time: 4171.8 ms
[2022-03-15 06:50:45 main:574] : INFO : Epoch 1730 | loss: 0.0311869 | val_loss: 0.0311895 | Time: 4172.88 ms
[2022-03-15 06:50:49 main:574] : INFO : Epoch 1731 | loss: 0.0311875 | val_loss: 0.0311878 | Time: 4187.26 ms
[2022-03-15 06:50:54 main:574] : INFO : Epoch 1732 | loss: 0.0311851 | val_loss: 0.0311902 | Time: 4399.31 ms
[2022-03-15 06:50:58 main:574] : INFO : Epoch 1733 | loss: 0.0311874 | val_loss: 0.0311899 | Time: 4101.63 ms
[2022-03-15 06:51:02 main:574] : INFO : Epoch 1734 | loss: 0.0311848 | val_loss: 0.0311882 | Time: 4184.98 ms
[2022-03-15 06:51:06 main:574] : INFO : Epoch 1735 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 4351.85 ms
[2022-03-15 06:51:10 main:574] : INFO : Epoch 1736 | loss: 0.0311875 | val_loss: 0.0311901 | Time: 4062.2 ms
[2022-03-15 06:51:15 main:574] : INFO : Epoch 1737 | loss: 0.031187 | val_loss: 0.0311891 | Time: 4558.95 ms
[2022-03-15 06:51:19 main:574] : INFO : Epoch 1738 | loss: 0.0311886 | val_loss: 0.0311898 | Time: 4343.3 ms
[2022-03-15 06:51:23 main:574] : INFO : Epoch 1739 | loss: 0.0311858 | val_loss: 0.0311897 | Time: 3909.02 ms
[2022-03-15 06:51:27 main:574] : INFO : Epoch 1740 | loss: 0.031188 | val_loss: 0.0311905 | Time: 4133.27 ms
[2022-03-15 06:51:32 main:574] : INFO : Epoch 1741 | loss: 0.0311862 | val_loss: 0.0311894 | Time: 4319.29 ms
[2022-03-15 06:51:36 main:574] : INFO : Epoch 1742 | loss: 0.031186 | val_loss: 0.0311894 | Time: 4379.73 ms
[2022-03-15 06:51:41 main:574] : INFO : Epoch 1743 | loss: 0.0311853 | val_loss: 0.0311916 | Time: 4609.92 ms
[2022-03-15 06:51:45 main:574] : INFO : Epoch 1744 | loss: 0.0311862 | val_loss: 0.031189 | Time: 4020.2 ms
[2022-03-15 06:51:49 main:574] : INFO : Epoch 1745 | loss: 0.0311859 | val_loss: 0.0311886 | Time: 4226.7 ms
[2022-03-15 06:51:53 main:574] : INFO : Epoch 1746 | loss: 0.0311858 | val_loss: 0.0311993 | Time: 4147.04 ms
[2022-03-15 06:51:57 main:574] : INFO : Epoch 1747 | loss: 0.0311887 | val_loss: 0.031192 | Time: 4160.3 ms
[2022-03-15 06:52:02 main:574] : INFO : Epoch 1748 | loss: 0.0311853 | val_loss: 0.0311888 | Time: 4416.72 ms
[2022-03-15 06:52:06 main:574] : INFO : Epoch 1749 | loss: 0.0311834 | val_loss: 0.0311887 | Time: 4169.49 ms
[2022-03-15 06:52:10 main:574] : INFO : Epoch 1750 | loss: 0.0311834 | val_loss: 0.0311883 | Time: 4064.79 ms
[2022-03-15 06:52:14 main:574] : INFO : Epoch 1751 | loss: 0.0311879 | val_loss: 0.031193 | Time: 4096.33 ms
[2022-03-15 06:52:18 main:574] : INFO : Epoch 1752 | loss: 0.0311841 | val_loss: 0.031189 | Time: 4196.08 ms
[2022-03-15 06:52:23 main:574] : INFO : Epoch 1753 | loss: 0.0311823 | val_loss: 0.0311877 | Time: 4449.63 ms
[2022-03-15 06:52:27 main:574] : INFO : Epoch 1754 | loss: 0.0311848 | val_loss: 0.0311927 | Time: 4152.71 ms
[2022-03-15 06:52:31 main:574] : INFO : Epoch 1755 | loss: 0.0311841 | val_loss: 0.0311929 | Time: 4169.2 ms
[2022-03-15 06:52:35 main:574] : INFO : Epoch 1756 | loss: 0.0311832 | val_loss: 0.0311876 | Time: 4058.37 ms
[2022-03-15 06:52:39 main:574] : INFO : Epoch 1757 | loss: 0.0311826 | val_loss: 0.0311895 | Time: 4226.13 ms
[2022-03-15 06:52:44 main:574] : INFO : Epoch 1758 | loss: 0.0311835 | val_loss: 0.0311873 | Time: 4556.48 ms
[2022-03-15 06:52:48 main:574] : INFO : Epoch 1759 | loss: 0.031184 | val_loss: 0.0311883 | Time: 4276.02 ms
[2022-03-15 06:52:52 main:574] : INFO : Epoch 1760 | loss: 0.0311835 | val_loss: 0.031189 | Time: 4279.47 ms
[2022-03-15 06:52:57 main:574] : INFO : Epoch 1761 | loss: 0.031184 | val_loss: 0.0311894 | Time: 4180.44 ms
[2022-03-15 06:53:01 main:574] : INFO : Epoch 1762 | loss: 0.0311832 | val_loss: 0.0311894 | Time: 4528.55 ms
[2022-03-15 06:53:05 main:574] : INFO : Epoch 1763 | loss: 0.0311831 | val_loss: 0.0311867 | Time: 4254.93 ms
[2022-03-15 06:53:10 main:574] : INFO : Epoch 1764 | loss: 0.0311837 | val_loss: 0.031188 | Time: 4386.74 ms
[2022-03-15 06:53:14 main:574] : INFO : Epoch 1765 | loss: 0.0311846 | val_loss: 0.0311866 | Time: 4336.89 ms
[2022-03-15 06:53:18 main:574] : INFO : Epoch 1766 | loss: 0.0311862 | val_loss: 0.0311875 | Time: 4232.22 ms
[2022-03-15 06:53:23 main:574] : INFO : Epoch 1767 | loss: 0.0311845 | val_loss: 0.031188 | Time: 4400.05 ms
[2022-03-15 06:53:27 main:574] : INFO : Epoch 1768 | loss: 0.0311833 | val_loss: 0.031186 | Time: 4604.6 ms
[2022-03-15 06:53:32 main:574] : INFO : Epoch 1769 | loss: 0.0311812 | val_loss: 0.0311862 | Time: 4474.55 ms
[2022-03-15 06:53:37 main:574] : INFO : Epoch 1770 | loss: 0.0311813 | val_loss: 0.0311858 | Time: 4849.34 ms
[2022-03-15 06:53:41 main:574] : INFO : Epoch 1771 | loss: 0.0311832 | val_loss: 0.0311907 | Time: 4346.03 ms
[2022-03-15 06:53:45 main:574] : INFO : Epoch 1772 | loss: 0.0311865 | val_loss: 0.0311884 | Time: 4123.96 ms
[2022-03-15 06:53:49 main:574] : INFO : Epoch 1773 | loss: 0.0311833 | val_loss: 0.0311891 | Time: 4097.55 ms
[2022-03-15 06:53:54 main:574] : INFO : Epoch 1774 | loss: 0.0311832 | val_loss: 0.0311862 | Time: 4538.24 ms
[2022-03-15 06:53:58 main:574] : INFO : Epoch 1775 | loss: 0.0311815 | val_loss: 0.031187 | Time: 4128.3 ms
[2022-03-15 06:54:02 main:574] : INFO : Epoch 1776 | loss: 0.0311812 | val_loss: 0.0311862 | Time: 4158.5 ms
[2022-03-15 06:54:06 main:574] : INFO : Epoch 1777 | loss: 0.0311802 | val_loss: 0.0311846 | Time: 4143.77 ms
[2022-03-15 06:54:10 main:574] : INFO : Epoch 1778 | loss: 0.0311804 | val_loss: 0.0311901 | Time: 4167.67 ms
[2022-03-15 06:54:15 main:574] : INFO : Epoch 1779 | loss: 0.0311825 | val_loss: 0.0311882 | Time: 4235.55 ms
[2022-03-15 06:54:23 main:574] : INFO : Epoch 1780 | loss: 0.031182 | val_loss: 0.0311875 | Time: 8700.63 ms
[2022-03-15 06:54:37 main:574] : INFO : Epoch 1781 | loss: 0.0311825 | val_loss: 0.031187 | Time: 13481.6 ms
[2022-03-15 06:54:40 main:574] : INFO : Epoch 1782 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 3377.84 ms
[2022-03-15 06:54:44 main:574] : INFO : Epoch 1783 | loss: 0.0311818 | val_loss: 0.031186 | Time: 3385.44 ms
[2022-03-15 06:54:47 main:574] : INFO : Epoch 1784 | loss: 0.0311817 | val_loss: 0.0311849 | Time: 3681.86 ms
[2022-03-15 06:54:51 main:574] : INFO : Epoch 1785 | loss: 0.0311827 | val_loss: 0.0311866 | Time: 3800.92 ms
[2022-03-15 06:54:55 main:574] : INFO : Epoch 1786 | loss: 0.0311849 | val_loss: 0.031186 | Time: 3860.89 ms
[2022-03-15 06:54:59 main:574] : INFO : Epoch 1787 | loss: 0.0311861 | val_loss: 0.0311889 | Time: 3827.49 ms
[2022-03-15 06:55:03 main:574] : INFO : Epoch 1788 | loss: 0.0311816 | val_loss: 0.0311836 | Time: 4001.24 ms
[2022-03-15 06:55:07 main:574] : INFO : Epoch 1789 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 4414.02 ms
[2022-03-15 06:55:12 main:574] : INFO : Epoch 1790 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 4313.3 ms
[2022-03-15 06:55:16 main:574] : INFO : Epoch 1791 | loss: 0.0311844 | val_loss: 0.0311878 | Time: 4382.4 ms
[2022-03-15 06:55:20 main:574] : INFO : Epoch 1792 | loss: 0.0311831 | val_loss: 0.0311852 | Time: 4177.91 ms
[2022-03-15 06:55:25 main:574] : INFO : Epoch 1793 | loss: 0.0311828 | val_loss: 0.0311863 | Time: 4497.69 ms
[2022-03-15 06:55:29 main:574] : INFO : Epoch 1794 | loss: 0.0311859 | val_loss: 0.0311876 | Time: 4518.01 ms
[2022-03-15 06:55:33 main:574] : INFO : Epoch 1795 | loss: 0.0311827 | val_loss: 0.0311848 | Time: 4104.61 ms
[2022-03-15 06:55:38 main:574] : INFO : Epoch 1796 | loss: 0.0311817 | val_loss: 0.0311855 | Time: 4640.92 ms
[2022-03-15 06:55:42 main:574] : INFO : Epoch 1797 | loss: 0.0311823 | val_loss: 0.0311878 | Time: 4225.85 ms
[2022-03-15 06:55:46 main:574] : INFO : Epoch 1798 | loss: 0.0311836 | val_loss: 0.0311877 | Time: 4149.06 ms
[2022-03-15 06:55:51 main:574] : INFO : Epoch 1799 | loss: 0.0311849 | val_loss: 0.03119 | Time: 4500.84 ms
[2022-03-15 06:55:55 main:574] : INFO : Epoch 1800 | loss: 0.031183 | val_loss: 0.0311892 | Time: 4143.47 ms
[2022-03-15 06:55:59 main:574] : INFO : Epoch 1801 | loss: 0.031182 | val_loss: 0.0311857 | Time: 4213.34 ms
[2022-03-15 06:56:04 main:574] : INFO : Epoch 1802 | loss: 0.0311809 | val_loss: 0.0311847 | Time: 4282.45 ms
[2022-03-15 06:56:08 main:574] : INFO : Epoch 1803 | loss: 0.0311813 | val_loss: 0.0311872 | Time: 4105.08 ms
[2022-03-15 06:56:12 main:574] : INFO : Epoch 1804 | loss: 0.0311826 | val_loss: 0.0311858 | Time: 4123.31 ms
[2022-03-15 06:56:16 main:574] : INFO : Epoch 1805 | loss: 0.0311834 | val_loss: 0.0311918 | Time: 4305.03 ms
[2022-03-15 06:56:20 main:574] : INFO : Epoch 1806 | loss: 0.0311857 | val_loss: 0.0311857 | Time: 4120.82 ms
[2022-03-15 06:56:24 main:574] : INFO : Epoch 1807 | loss: 0.0311825 | val_loss: 0.0311845 | Time: 3979.66 ms
[2022-03-15 06:56:28 main:574] : INFO : Epoch 1808 | loss: 0.0311829 | val_loss: 0.0311858 | Time: 4195.09 ms
[2022-03-15 06:56:33 main:574] : INFO : Epoch 1809 | loss: 0.0311819 | val_loss: 0.0311851 | Time: 4265.99 ms
[2022-03-15 06:56:37 main:574] : INFO : Epoch 1810 | loss: 0.0311822 | val_loss: 0.0311849 | Time: 4290.36 ms
[2022-03-15 06:56:41 main:574] : INFO : Epoch 1811 | loss: 0.0311807 | val_loss: 0.0311829 | Time: 4252.73 ms
[2022-03-15 06:56:45 main:574] : INFO : Epoch 1812 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 4087.12 ms
[2022-03-15 06:56:50 main:574] : INFO : Epoch 1813 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 4200.2 ms
[2022-03-15 06:56:54 main:574] : INFO : Epoch 1814 | loss: 0.0311788 | val_loss: 0.031183 | Time: 4548.37 ms
[2022-03-15 06:56:59 main:574] : INFO : Epoch 1815 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 4511.09 ms
[2022-03-15 06:57:03 main:574] : INFO : Epoch 1816 | loss: 0.03118 | val_loss: 0.0311835 | Time: 4025.65 ms
[2022-03-15 06:57:07 main:574] : INFO : Epoch 1817 | loss: 0.0311796 | val_loss: 0.0311825 | Time: 4327.98 ms
[2022-03-15 06:57:11 main:574] : INFO : Epoch 1818 | loss: 0.0311793 | val_loss: 0.031183 | Time: 4100.01 ms
[2022-03-15 06:57:16 main:574] : INFO : Epoch 1819 | loss: 0.03118 | val_loss: 0.0311847 | Time: 4527.24 ms
[2022-03-15 06:57:20 main:574] : INFO : Epoch 1820 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 4148.16 ms
[2022-03-15 06:57:24 main:574] : INFO : Epoch 1821 | loss: 0.03118 | val_loss: 0.0311837 | Time: 4247.47 ms
[2022-03-15 06:57:28 main:574] : INFO : Epoch 1822 | loss: 0.0311792 | val_loss: 0.0311849 | Time: 4069.68 ms
[2022-03-15 06:57:32 main:574] : INFO : Epoch 1823 | loss: 0.03118 | val_loss: 0.0311829 | Time: 4315.37 ms
[2022-03-15 06:57:37 main:574] : INFO : Epoch 1824 | loss: 0.0311803 | val_loss: 0.0311893 | Time: 4246.1 ms
[2022-03-15 06:57:41 main:574] : INFO : Epoch 1825 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 4152.86 ms
[2022-03-15 06:57:45 main:574] : INFO : Epoch 1826 | loss: 0.0311804 | val_loss: 0.0311853 | Time: 4080.1 ms
[2022-03-15 06:57:49 main:574] : INFO : Epoch 1827 | loss: 0.0311795 | val_loss: 0.0311835 | Time: 4051.68 ms
[2022-03-15 06:57:54 main:574] : INFO : Epoch 1828 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 4505.33 ms
[2022-03-15 06:57:58 main:574] : INFO : Epoch 1829 | loss: 0.0311803 | val_loss: 0.0311878 | Time: 4300.67 ms
[2022-03-15 06:58:02 main:574] : INFO : Epoch 1830 | loss: 0.0311804 | val_loss: 0.0311834 | Time: 4074.03 ms
[2022-03-15 06:58:06 main:574] : INFO : Epoch 1831 | loss: 0.0311788 | val_loss: 0.0311836 | Time: 4416.05 ms
[2022-03-15 06:58:11 main:574] : INFO : Epoch 1832 | loss: 0.0311782 | val_loss: 0.0311882 | Time: 4183.33 ms
[2022-03-15 06:58:14 main:574] : INFO : Epoch 1833 | loss: 0.0311787 | val_loss: 0.0311838 | Time: 3961.62 ms
[2022-03-15 06:58:19 main:574] : INFO : Epoch 1834 | loss: 0.0311774 | val_loss: 0.0311861 | Time: 4091.04 ms
[2022-03-15 06:58:23 main:574] : INFO : Epoch 1835 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 4204.86 ms
[2022-03-15 06:58:27 main:574] : INFO : Epoch 1836 | loss: 0.0311819 | val_loss: 0.0311855 | Time: 4180.71 ms
[2022-03-15 06:58:31 main:574] : INFO : Epoch 1837 | loss: 0.0311817 | val_loss: 0.0311874 | Time: 4503.66 ms
[2022-03-15 06:58:36 main:574] : INFO : Epoch 1838 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 4037.22 ms
[2022-03-15 06:58:40 main:574] : INFO : Epoch 1839 | loss: 0.0311805 | val_loss: 0.0311848 | Time: 4325.37 ms
[2022-03-15 06:58:44 main:574] : INFO : Epoch 1840 | loss: 0.0311796 | val_loss: 0.031183 | Time: 4058.65 ms
[2022-03-15 06:58:48 main:574] : INFO : Epoch 1841 | loss: 0.0311771 | val_loss: 0.0311844 | Time: 4226.26 ms
[2022-03-15 06:58:53 main:574] : INFO : Epoch 1842 | loss: 0.0311775 | val_loss: 0.0311837 | Time: 4391.1 ms
[2022-03-15 06:58:57 main:574] : INFO : Epoch 1843 | loss: 0.0311763 | val_loss: 0.0311837 | Time: 4150.9 ms
[2022-03-15 06:59:01 main:574] : INFO : Epoch 1844 | loss: 0.0311774 | val_loss: 0.031187 | Time: 4172.06 ms
[2022-03-15 06:59:05 main:574] : INFO : Epoch 1845 | loss: 0.031178 | val_loss: 0.0311844 | Time: 4064.73 ms
[2022-03-15 06:59:09 main:574] : INFO : Epoch 1846 | loss: 0.031177 | val_loss: 0.0311836 | Time: 4248.14 ms
[2022-03-15 06:59:14 main:574] : INFO : Epoch 1847 | loss: 0.0311772 | val_loss: 0.0311833 | Time: 4360.39 ms
[2022-03-15 06:59:18 main:574] : INFO : Epoch 1848 | loss: 0.031177 | val_loss: 0.0311842 | Time: 4327.02 ms
[2022-03-15 06:59:36 main:574] : INFO : Epoch 1849 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 17752.6 ms
[2022-03-15 06:59:39 main:574] : INFO : Epoch 1850 | loss: 0.0311784 | val_loss: 0.0311864 | Time: 3216.2 ms
[2022-03-15 06:59:42 main:574] : INFO : Epoch 1851 | loss: 0.0311775 | val_loss: 0.0311844 | Time: 3409.63 ms
[2022-03-15 06:59:46 main:574] : INFO : Epoch 1852 | loss: 0.0311766 | val_loss: 0.0311845 | Time: 4147.48 ms
[2022-03-15 06:59:50 main:574] : INFO : Epoch 1853 | loss: 0.0311785 | val_loss: 0.0311851 | Time: 3827.57 ms
[2022-03-15 06:59:54 main:574] : INFO : Epoch 1854 | loss: 0.0311773 | val_loss: 0.0311846 | Time: 4107.28 ms
[2022-03-15 06:59:58 main:574] : INFO : Epoch 1855 | loss: 0.0311765 | val_loss: 0.0311833 | Time: 4022.65 ms
[2022-03-15 07:00:03 main:574] : INFO : Epoch 1856 | loss: 0.0311764 | val_loss: 0.0311831 | Time: 4306.81 ms
[2022-03-15 07:00:07 main:574] : INFO : Epoch 1857 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 4315.4 ms
[2022-03-15 07:00:11 main:574] : INFO : Epoch 1858 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 4241.38 ms
[2022-03-15 07:00:15 main:574] : INFO : Epoch 1859 | loss: 0.0311813 | val_loss: 0.0311893 | Time: 4096.24 ms
[2022-03-15 07:00:20 main:574] : INFO : Epoch 1860 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 4522.79 ms
[2022-03-15 07:00:24 main:574] : INFO : Epoch 1861 | loss: 0.0311787 | val_loss: 0.0311844 | Time: 4208.72 ms
[2022-03-15 07:00:29 main:574] : INFO : Epoch 1862 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 4339.55 ms
[2022-03-15 07:00:33 main:574] : INFO : Epoch 1863 | loss: 0.0311774 | val_loss: 0.0311855 | Time: 4184.31 ms
[2022-03-15 07:00:37 main:574] : INFO : Epoch 1864 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 4265.19 ms
[2022-03-15 07:00:41 main:574] : INFO : Epoch 1865 | loss: 0.0311769 | val_loss: 0.0311866 | Time: 4170.67 ms
[2022-03-15 07:00:46 main:574] : INFO : Epoch 1866 | loss: 0.0311773 | val_loss: 0.0311853 | Time: 4335.77 ms
[2022-03-15 07:00:50 main:574] : INFO : Epoch 1867 | loss: 0.0311764 | val_loss: 0.0311864 | Time: 4171.24 ms
[2022-03-15 07:00:54 main:574] : INFO : Epoch 1868 | loss: 0.0311773 | val_loss: 0.031185 | Time: 4621.08 ms
[2022-03-15 07:00:59 main:574] : INFO : Epoch 1869 | loss: 0.031179 | val_loss: 0.0311836 | Time: 4196.78 ms
[2022-03-15 07:01:04 main:574] : INFO : Epoch 1870 | loss: 0.0311783 | val_loss: 0.0311841 | Time: 4816.01 ms
[2022-03-15 07:01:08 main:574] : INFO : Epoch 1871 | loss: 0.0311789 | val_loss: 0.0311877 | Time: 4661.2 ms
[2022-03-15 07:01:12 main:574] : INFO : Epoch 1872 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 4225.01 ms
[2022-03-15 07:01:17 main:574] : INFO : Epoch 1873 | loss: 0.0311759 | val_loss: 0.0311829 | Time: 4134.92 ms
[2022-03-15 07:01:21 main:574] : INFO : Epoch 1874 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 4247.21 ms
[2022-03-15 07:01:25 main:574] : INFO : Epoch 1875 | loss: 0.0311761 | val_loss: 0.031182 | Time: 4522.83 ms
[2022-03-15 07:01:30 main:574] : INFO : Epoch 1876 | loss: 0.0311762 | val_loss: 0.031184 | Time: 4207.08 ms
[2022-03-15 07:01:34 main:574] : INFO : Epoch 1877 | loss: 0.0311762 | val_loss: 0.0311846 | Time: 4250.42 ms
[2022-03-15 07:01:38 main:574] : INFO : Epoch 1878 | loss: 0.0311749 | val_loss: 0.0311836 | Time: 4556.78 ms
[2022-03-15 07:01:43 main:574] : INFO : Epoch 1879 | loss: 0.0311765 | val_loss: 0.0311826 | Time: 4246.94 ms
[2022-03-15 07:01:47 main:574] : INFO : Epoch 1880 | loss: 0.0311765 | val_loss: 0.0311847 | Time: 4309.48 ms
[2022-03-15 07:01:51 main:574] : INFO : Epoch 1881 | loss: 0.0311774 | val_loss: 0.0311933 | Time: 4301.91 ms
[2022-03-15 07:01:55 main:574] : INFO : Epoch 1882 | loss: 0.0311807 | val_loss: 0.0311827 | Time: 4165.89 ms
[2022-03-15 07:02:00 main:574] : INFO : Epoch 1883 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 4494.06 ms
[2022-03-15 07:02:04 main:574] : INFO : Epoch 1884 | loss: 0.0311751 | val_loss: 0.0311827 | Time: 4080.11 ms
[2022-03-15 07:02:08 main:574] : INFO : Epoch 1885 | loss: 0.0311752 | val_loss: 0.0311824 | Time: 4276.84 ms
[2022-03-15 07:02:13 main:574] : INFO : Epoch 1886 | loss: 0.0311747 | val_loss: 0.0311826 | Time: 4454.3 ms
[2022-03-15 07:02:17 main:574] : INFO : Epoch 1887 | loss: 0.0311749 | val_loss: 0.0311851 | Time: 4143.06 ms
[2022-03-15 07:02:21 main:574] : INFO : Epoch 1888 | loss: 0.0311839 | val_loss: 0.0311837 | Time: 4293.33 ms
[2022-03-15 07:02:26 main:574] : INFO : Epoch 1889 | loss: 0.0311861 | val_loss: 0.0311863 | Time: 4314.25 ms
[2022-03-15 07:02:30 main:574] : INFO : Epoch 1890 | loss: 0.0311858 | val_loss: 0.0311852 | Time: 4329.8 ms
[2022-03-15 07:02:34 main:574] : INFO : Epoch 1891 | loss: 0.0311854 | val_loss: 0.0311842 | Time: 4096.43 ms
[2022-03-15 07:02:39 main:574] : INFO : Epoch 1892 | loss: 0.0311845 | val_loss: 0.0311852 | Time: 4476.14 ms
[2022-03-15 07:02:43 main:574] : INFO : Epoch 1893 | loss: 0.0311838 | val_loss: 0.0311841 | Time: 4787.71 ms
[2022-03-15 07:02:48 main:574] : INFO : Epoch 1894 | loss: 0.0311857 | val_loss: 0.0311899 | Time: 4230.29 ms
[2022-03-15 07:02:52 main:574] : INFO : Epoch 1895 | loss: 0.0311854 | val_loss: 0.0311848 | Time: 4232.27 ms
[2022-03-15 07:02:56 main:574] : INFO : Epoch 1896 | loss: 0.0311816 | val_loss: 0.0311828 | Time: 4435.72 ms
[2022-03-15 07:03:01 main:574] : INFO : Epoch 1897 | loss: 0.0311821 | val_loss: 0.0311865 | Time: 4442.54 ms
[2022-03-15 07:03:05 main:574] : INFO : Epoch 1898 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 4621.66 ms
[2022-03-15 07:03:09 main:574] : INFO : Epoch 1899 | loss: 0.0311807 | val_loss: 0.0311851 | Time: 4055.68 ms
[2022-03-15 07:03:13 main:574] : INFO : Epoch 1900 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 4074.01 ms
[2022-03-15 07:03:18 main:574] : INFO : Epoch 1901 | loss: 0.0311797 | val_loss: 0.0311833 | Time: 4166.14 ms
[2022-03-15 07:03:22 main:574] : INFO : Epoch 1902 | loss: 0.0311813 | val_loss: 0.0311852 | Time: 4226.1 ms
[2022-03-15 07:03:26 main:574] : INFO : Epoch 1903 | loss: 0.0311816 | val_loss: 0.0311841 | Time: 4151.58 ms
[2022-03-15 07:03:30 main:574] : INFO : Epoch 1904 | loss: 0.0311816 | val_loss: 0.0311864 | Time: 4243.63 ms
[2022-03-15 07:03:35 main:574] : INFO : Epoch 1905 | loss: 0.0311818 | val_loss: 0.0311827 | Time: 4310.05 ms
[2022-03-15 07:03:39 main:574] : INFO : Epoch 1906 | loss: 0.0311824 | val_loss: 0.0311829 | Time: 4313.61 ms
[2022-03-15 07:03:43 main:574] : INFO : Epoch 1907 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 4300.07 ms
[2022-03-15 07:03:48 main:574] : INFO : Epoch 1908 | loss: 0.0311865 | val_loss: 0.0311847 | Time: 4333.59 ms
[2022-03-15 07:03:52 main:574] : INFO : Epoch 1909 | loss: 0.0311815 | val_loss: 0.0311837 | Time: 4395.02 ms
[2022-03-15 07:03:56 main:574] : INFO : Epoch 1910 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 4102.21 ms
[2022-03-15 07:04:00 main:574] : INFO : Epoch 1911 | loss: 0.0311835 | val_loss: 0.0311852 | Time: 4173.59 ms
[2022-03-15 07:04:05 main:574] : INFO : Epoch 1912 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 4362.69 ms
[2022-03-15 07:04:09 main:574] : INFO : Epoch 1913 | loss: 0.0311854 | val_loss: 0.0311884 | Time: 4477.61 ms
[2022-03-15 07:04:14 main:574] : INFO : Epoch 1914 | loss: 0.031187 | val_loss: 0.0311887 | Time: 4783.41 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 960M)
[2022-03-15 20:37:48 main:435] : INFO : Set logging level to 1
[2022-03-15 20:37:48 main:441] : INFO : Running in BOINC Client mode
[2022-03-15 20:37:48 main:444] : INFO : Resolving all filenames
[2022-03-15 20:37:48 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-15 20:37:48 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-15 20:37:48 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-15 20:37:48 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-15 20:37:48 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-15 20:37:48 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-15 20:37:48 main:474] : INFO : Configuration:
[2022-03-15 20:37:48 main:475] : INFO : Model type: GRU
[2022-03-15 20:37:48 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-15 20:37:48 main:477] : INFO : Max Epochs: 2048
[2022-03-15 20:37:48 main:478] : INFO : Batch Size: 128
[2022-03-15 20:37:48 main:479] : INFO : Learning Rate: 0.01
[2022-03-15 20:37:48 main:480] : INFO : Patience: 10
[2022-03-15 20:37:48 main:481] : INFO : Hidden Width: 12
[2022-03-15 20:37:49 main:482] : INFO : # Recurrent Layers: 4
[2022-03-15 20:37:49 main:483] : INFO : # Backend Layers: 4
[2022-03-15 20:37:49 main:484] : INFO : # Threads: 1
[2022-03-15 20:37:49 main:486] : INFO : Preparing Dataset
[2022-03-15 20:37:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-15 20:37:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-15 20:37:53 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-15 20:37:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-15 20:37:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-15 20:37:53 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-15 20:37:53 main:494] : INFO : Creating Model
[2022-03-15 20:37:53 main:507] : INFO : Preparing config file
[2022-03-15 20:37:53 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-15 20:37:53 main:512] : INFO : Loading config
[2022-03-15 20:37:53 main:514] : INFO : Loading state
[2022-03-15 20:37:55 main:559] : INFO : Loading DataLoader into Memory
[2022-03-15 20:37:55 main:562] : INFO : Starting Training
[2022-03-15 20:37:59 main:574] : INFO : Epoch 1887 | loss: 0.0314245 | val_loss: 0.0312778 | Time: 4031.14 ms
[2022-03-15 20:38:03 main:574] : INFO : Epoch 1888 | loss: 0.0312556 | val_loss: 0.031228 | Time: 3303.75 ms
[2022-03-15 20:38:06 main:574] : INFO : Epoch 1889 | loss: 0.03122 | val_loss: 0.0312001 | Time: 3214.95 ms
[2022-03-15 20:38:09 main:574] : INFO : Epoch 1890 | loss: 0.0311938 | val_loss: 0.0311899 | Time: 3186.29 ms
[2022-03-15 20:38:12 main:574] : INFO : Epoch 1891 | loss: 0.0311874 | val_loss: 0.0311869 | Time: 3195.29 ms
[2022-03-15 20:38:15 main:574] : INFO : Epoch 1892 | loss: 0.0311833 | val_loss: 0.0311876 | Time: 3242.85 ms
[2022-03-15 20:38:19 main:574] : INFO : Epoch 1893 | loss: 0.031184 | val_loss: 0.0311854 | Time: 3463.27 ms
[2022-03-15 20:38:22 main:574] : INFO : Epoch 1894 | loss: 0.0311814 | val_loss: 0.0311804 | Time: 3371.22 ms
[2022-03-15 20:38:26 main:574] : INFO : Epoch 1895 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 3479.47 ms
[2022-03-15 20:38:29 main:574] : INFO : Epoch 1896 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 3455.18 ms
[2022-03-15 20:38:33 main:574] : INFO : Epoch 1897 | loss: 0.03118 | val_loss: 0.0311939 | Time: 3394.02 ms
[2022-03-15 20:38:36 main:574] : INFO : Epoch 1898 | loss: 0.0311793 | val_loss: 0.0311868 | Time: 3557.46 ms
[2022-03-15 20:38:40 main:574] : INFO : Epoch 1899 | loss: 0.0311801 | val_loss: 0.0311828 | Time: 3521.42 ms
[2022-03-15 20:38:43 main:574] : INFO : Epoch 1900 | loss: 0.0311806 | val_loss: 0.0311829 | Time: 3478.35 ms
[2022-03-15 20:38:47 main:574] : INFO : Epoch 1901 | loss: 0.0311789 | val_loss: 0.0311812 | Time: 3609.99 ms
[2022-03-15 20:38:51 main:574] : INFO : Epoch 1902 | loss: 0.0311789 | val_loss: 0.0311825 | Time: 3676.2 ms
[2022-03-15 20:38:54 main:574] : INFO : Epoch 1903 | loss: 0.0311777 | val_loss: 0.0311775 | Time: 3388.6 ms
[2022-03-15 20:38:58 main:574] : INFO : Epoch 1904 | loss: 0.031177 | val_loss: 0.0311777 | Time: 3768.66 ms
[2022-03-15 20:39:01 main:574] : INFO : Epoch 1905 | loss: 0.0311769 | val_loss: 0.0311788 | Time: 3646.84 ms
[2022-03-15 20:39:05 main:574] : INFO : Epoch 1906 | loss: 0.0311789 | val_loss: 0.0311811 | Time: 3492.12 ms
[2022-03-15 20:39:08 main:574] : INFO : Epoch 1907 | loss: 0.0311785 | val_loss: 0.0311788 | Time: 3516.03 ms
[2022-03-15 20:39:12 main:574] : INFO : Epoch 1908 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 3650.84 ms
[2022-03-15 20:39:16 main:574] : INFO : Epoch 1909 | loss: 0.0311773 | val_loss: 0.0311794 | Time: 3790.55 ms
[2022-03-15 20:39:20 main:574] : INFO : Epoch 1910 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 3869.44 ms
[2022-03-15 20:39:24 main:574] : INFO : Epoch 1911 | loss: 0.0311753 | val_loss: 0.031179 | Time: 4412.5 ms
[2022-03-15 20:39:28 main:574] : INFO : Epoch 1912 | loss: 0.0311746 | val_loss: 0.0311781 | Time: 3720.65 ms
[2022-03-15 20:39:32 main:574] : INFO : Epoch 1913 | loss: 0.0311767 | val_loss: 0.0311825 | Time: 3985.03 ms
[2022-03-15 20:39:36 main:574] : INFO : Epoch 1914 | loss: 0.0311775 | val_loss: 0.03118 | Time: 3718.77 ms
[2022-03-15 20:39:39 main:574] : INFO : Epoch 1915 | loss: 0.0311748 | val_loss: 0.0311815 | Time: 3787.62 ms
[2022-03-15 20:39:43 main:574] : INFO : Epoch 1916 | loss: 0.0311746 | val_loss: 0.0311825 | Time: 3493.26 ms
[2022-03-15 20:39:47 main:574] : INFO : Epoch 1917 | loss: 0.0311739 | val_loss: 0.0311866 | Time: 4224.77 ms
[2022-03-15 20:39:51 main:574] : INFO : Epoch 1918 | loss: 0.0311784 | val_loss: 0.0311804 | Time: 3542.38 ms
[2022-03-15 20:39:54 main:574] : INFO : Epoch 1919 | loss: 0.0311764 | val_loss: 0.0311815 | Time: 3814.18 ms
[2022-03-15 20:39:59 main:574] : INFO : Epoch 1920 | loss: 0.0311786 | val_loss: 0.0311825 | Time: 4205.86 ms
[2022-03-15 20:40:03 main:574] : INFO : Epoch 1921 | loss: 0.0311768 | val_loss: 0.0311813 | Time: 3900.34 ms
[2022-03-15 20:40:07 main:574] : INFO : Epoch 1922 | loss: 0.031178 | val_loss: 0.0311831 | Time: 3958.77 ms
[2022-03-15 20:40:11 main:574] : INFO : Epoch 1923 | loss: 0.0311774 | val_loss: 0.0311797 | Time: 4005.68 ms
[2022-03-15 20:40:14 main:574] : INFO : Epoch 1924 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 3880.08 ms
[2022-03-15 20:40:18 main:574] : INFO : Epoch 1925 | loss: 0.0311829 | val_loss: 0.0311835 | Time: 3998.22 ms
[2022-03-15 20:40:22 main:574] : INFO : Epoch 1926 | loss: 0.0311807 | val_loss: 0.0311862 | Time: 3974.79 ms
[2022-03-15 20:40:26 main:574] : INFO : Epoch 1927 | loss: 0.0311816 | val_loss: 0.0311855 | Time: 3855.84 ms
[2022-03-15 20:40:30 main:574] : INFO : Epoch 1928 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 4159.59 ms
[2022-03-15 20:40:34 main:574] : INFO : Epoch 1929 | loss: 0.0311768 | val_loss: 0.031181 | Time: 3717.95 ms
[2022-03-15 20:40:38 main:574] : INFO : Epoch 1930 | loss: 0.0311758 | val_loss: 0.0311773 | Time: 3802.59 ms
[2022-03-15 20:40:43 main:574] : INFO : Epoch 1931 | loss: 0.0311745 | val_loss: 0.0311781 | Time: 4637.65 ms
[2022-03-15 20:40:47 main:574] : INFO : Epoch 1932 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 4233.64 ms
[2022-03-15 20:40:51 main:574] : INFO : Epoch 1933 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 3781.37 ms
[2022-03-15 20:40:55 main:574] : INFO : Epoch 1934 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 4050.37 ms
[2022-03-15 20:40:59 main:574] : INFO : Epoch 1935 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 3944.25 ms
[2022-03-15 20:41:03 main:574] : INFO : Epoch 1936 | loss: 0.0311758 | val_loss: 0.0311773 | Time: 4014.19 ms
[2022-03-15 20:41:07 main:574] : INFO : Epoch 1937 | loss: 0.0311776 | val_loss: 0.0311772 | Time: 4152.04 ms
[2022-03-15 20:41:11 main:574] : INFO : Epoch 1938 | loss: 0.0311767 | val_loss: 0.0311772 | Time: 3865.29 ms
[2022-03-15 20:41:15 main:574] : INFO : Epoch 1939 | loss: 0.0311755 | val_loss: 0.0311777 | Time: 4231.6 ms
[2022-03-15 20:41:19 main:574] : INFO : Epoch 1940 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 3854.51 ms
[2022-03-15 20:41:23 main:574] : INFO : Epoch 1941 | loss: 0.0311754 | val_loss: 0.0311828 | Time: 3709.73 ms
[2022-03-15 20:41:27 main:574] : INFO : Epoch 1942 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 4448.35 ms
[2022-03-15 20:41:31 main:574] : INFO : Epoch 1943 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 4009.58 ms
[2022-03-15 20:41:35 main:574] : INFO : Epoch 1944 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 3970.12 ms
[2022-03-15 20:41:39 main:574] : INFO : Epoch 1945 | loss: 0.0311777 | val_loss: 0.0311842 | Time: 4126.86 ms
[2022-03-15 20:41:43 main:574] : INFO : Epoch 1946 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 3905.46 ms
[2022-03-15 20:41:47 main:574] : INFO : Epoch 1947 | loss: 0.0311789 | val_loss: 0.031188 | Time: 4274.73 ms
[2022-03-15 20:41:52 main:574] : INFO : Epoch 1948 | loss: 0.03118 | val_loss: 0.0311785 | Time: 4428.74 ms
[2022-03-15 20:41:56 main:574] : INFO : Epoch 1949 | loss: 0.0311786 | val_loss: 0.031179 | Time: 3847.91 ms
[2022-03-15 20:42:00 main:574] : INFO : Epoch 1950 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 3978.34 ms
[2022-03-15 20:42:04 main:574] : INFO : Epoch 1951 | loss: 0.031182 | val_loss: 0.0311971 | Time: 4028.61 ms
[2022-03-15 20:42:07 main:574] : INFO : Epoch 1952 | loss: 0.0311872 | val_loss: 0.0311809 | Time: 3841.82 ms
[2022-03-15 20:42:12 main:574] : INFO : Epoch 1953 | loss: 0.0311805 | val_loss: 0.0311818 | Time: 4280.83 ms
[2022-03-15 20:42:16 main:574] : INFO : Epoch 1954 | loss: 0.0311808 | val_loss: 0.0311808 | Time: 4024.17 ms
[2022-03-15 20:42:20 main:574] : INFO : Epoch 1955 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 3985.69 ms
[2022-03-15 20:42:24 main:574] : INFO : Epoch 1956 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 3893.2 ms
[2022-03-15 20:42:28 main:574] : INFO : Epoch 1957 | loss: 0.0311808 | val_loss: 0.0311864 | Time: 4167.59 ms
[2022-03-15 20:42:32 main:574] : INFO : Epoch 1958 | loss: 0.0311795 | val_loss: 0.0311816 | Time: 4150.8 ms
[2022-03-15 20:42:36 main:574] : INFO : Epoch 1959 | loss: 0.0311766 | val_loss: 0.0311817 | Time: 4196.72 ms
[2022-03-15 20:42:40 main:574] : INFO : Epoch 1960 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 3939 ms
[2022-03-15 20:42:44 main:574] : INFO : Epoch 1961 | loss: 0.0311754 | val_loss: 0.0311828 | Time: 4163.26 ms
[2022-03-15 20:42:49 main:574] : INFO : Epoch 1962 | loss: 0.0311748 | val_loss: 0.031181 | Time: 4045.96 ms
[2022-03-15 20:42:53 main:574] : INFO : Epoch 1963 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 4083.22 ms
[2022-03-15 20:42:57 main:574] : INFO : Epoch 1964 | loss: 0.0311763 | val_loss: 0.0311846 | Time: 4488.91 ms
[2022-03-15 20:43:01 main:574] : INFO : Epoch 1965 | loss: 0.0311788 | val_loss: 0.031185 | Time: 3940.91 ms
[2022-03-15 20:43:05 main:574] : INFO : Epoch 1966 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 4173.35 ms
[2022-03-15 20:43:09 main:574] : INFO : Epoch 1967 | loss: 0.0311775 | val_loss: 0.0311821 | Time: 4088.42 ms
[2022-03-15 20:43:14 main:574] : INFO : Epoch 1968 | loss: 0.0311774 | val_loss: 0.0311806 | Time: 4257.07 ms
[2022-03-15 20:43:18 main:574] : INFO : Epoch 1969 | loss: 0.0311749 | val_loss: 0.0311795 | Time: 4184.99 ms
[2022-03-15 20:43:22 main:574] : INFO : Epoch 1970 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 4101.7 ms
[2022-03-15 20:43:26 main:574] : INFO : Epoch 1971 | loss: 0.0311754 | val_loss: 0.0311795 | Time: 4194.63 ms
[2022-03-15 20:43:30 main:574] : INFO : Epoch 1972 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 4102.36 ms
[2022-03-15 20:43:34 main:574] : INFO : Epoch 1973 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 4077.17 ms
[2022-03-15 20:43:38 main:574] : INFO : Epoch 1974 | loss: 0.0311745 | val_loss: 0.0311822 | Time: 4088.11 ms
[2022-03-15 20:43:43 main:574] : INFO : Epoch 1975 | loss: 0.0311735 | val_loss: 0.031179 | Time: 4456.8 ms
[2022-03-15 20:43:47 main:574] : INFO : Epoch 1976 | loss: 0.0311754 | val_loss: 0.031184 | Time: 4502.29 ms
[2022-03-15 20:43:52 main:574] : INFO : Epoch 1977 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 4448.34 ms
[2022-03-15 20:43:56 main:574] : INFO : Epoch 1978 | loss: 0.0311738 | val_loss: 0.0311803 | Time: 4459.82 ms
[2022-03-15 20:44:01 main:574] : INFO : Epoch 1979 | loss: 0.0311745 | val_loss: 0.0311868 | Time: 4238.51 ms
[2022-03-15 20:44:05 main:574] : INFO : Epoch 1980 | loss: 0.031175 | val_loss: 0.0311832 | Time: 4172.73 ms
[2022-03-15 20:44:09 main:574] : INFO : Epoch 1981 | loss: 0.031175 | val_loss: 0.0311836 | Time: 4563.54 ms
[2022-03-15 20:44:14 main:574] : INFO : Epoch 1982 | loss: 0.0311777 | val_loss: 0.0311871 | Time: 4903.87 ms
[2022-03-15 20:44:19 main:574] : INFO : Epoch 1983 | loss: 0.0311749 | val_loss: 0.0311823 | Time: 4716.21 ms
[2022-03-15 20:44:23 main:574] : INFO : Epoch 1984 | loss: 0.0311732 | val_loss: 0.0311822 | Time: 4446.62 ms
[2022-03-15 20:44:29 main:574] : INFO : Epoch 1985 | loss: 0.0311751 | val_loss: 0.0311896 | Time: 5203.03 ms
[2022-03-15 20:44:33 main:574] : INFO : Epoch 1986 | loss: 0.0311748 | val_loss: 0.0311837 | Time: 4339.64 ms
[2022-03-15 20:44:37 main:574] : INFO : Epoch 1987 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 4166.94 ms
[2022-03-15 20:44:42 main:574] : INFO : Epoch 1988 | loss: 0.0311731 | val_loss: 0.031182 | Time: 4673.19 ms
[2022-03-15 20:44:46 main:574] : INFO : Epoch 1989 | loss: 0.0311776 | val_loss: 0.0311968 | Time: 4302.71 ms
[2022-03-15 20:44:50 main:574] : INFO : Epoch 1990 | loss: 0.0311809 | val_loss: 0.0311877 | Time: 4152.27 ms
[2022-03-15 20:44:55 main:574] : INFO : Epoch 1991 | loss: 0.0311744 | val_loss: 0.0311853 | Time: 4540.35 ms
[2022-03-15 20:44:59 main:574] : INFO : Epoch 1992 | loss: 0.0311741 | val_loss: 0.0311844 | Time: 4314.24 ms
[2022-03-15 20:45:03 main:574] : INFO : Epoch 1993 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 4248.57 ms
[2022-03-15 20:45:08 main:574] : INFO : Epoch 1994 | loss: 0.0311716 | val_loss: 0.0311823 | Time: 4362.22 ms
[2022-03-15 20:45:12 main:574] : INFO : Epoch 1995 | loss: 0.031173 | val_loss: 0.031188 | Time: 4328.96 ms
[2022-03-15 20:45:17 main:574] : INFO : Epoch 1996 | loss: 0.031178 | val_loss: 0.0311831 | Time: 4677.99 ms
[2022-03-15 20:45:21 main:574] : INFO : Epoch 1997 | loss: 0.0311724 | val_loss: 0.031182 | Time: 4334.21 ms
[2022-03-15 20:45:26 main:574] : INFO : Epoch 1998 | loss: 0.0311725 | val_loss: 0.0311901 | Time: 4406.78 ms
[2022-03-15 20:45:30 main:574] : INFO : Epoch 1999 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 4274.7 ms
[2022-03-15 20:45:34 main:574] : INFO : Epoch 2000 | loss: 0.0311743 | val_loss: 0.0311817 | Time: 4322.26 ms
[2022-03-15 20:45:39 main:574] : INFO : Epoch 2001 | loss: 0.0311759 | val_loss: 0.0311815 | Time: 4644.39 ms
[2022-03-15 20:45:44 main:574] : INFO : Epoch 2002 | loss: 0.0311763 | val_loss: 0.031182 | Time: 4748.74 ms
[2022-03-15 20:45:48 main:574] : INFO : Epoch 2003 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 4421.44 ms
[2022-03-15 20:45:52 main:574] : INFO : Epoch 2004 | loss: 0.0311745 | val_loss: 0.0311813 | Time: 4258.84 ms
[2022-03-15 20:45:57 main:574] : INFO : Epoch 2005 | loss: 0.0311749 | val_loss: 0.0311807 | Time: 4571.84 ms
[2022-03-15 20:46:02 main:574] : INFO : Epoch 2006 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 4693.57 ms
[2022-03-15 20:46:06 main:574] : INFO : Epoch 2007 | loss: 0.0311732 | val_loss: 0.0311823 | Time: 4572.62 ms
[2022-03-15 20:46:11 main:574] : INFO : Epoch 2008 | loss: 0.0311745 | val_loss: 0.0311863 | Time: 4460.38 ms
[2022-03-15 20:46:15 main:574] : INFO : Epoch 2009 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 4391.76 ms
[2022-03-15 20:46:19 main:574] : INFO : Epoch 2010 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 4317.04 ms
[2022-03-15 20:46:24 main:574] : INFO : Epoch 2011 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 4503.9 ms
[2022-03-15 20:46:29 main:574] : INFO : Epoch 2012 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 4899.9 ms
[2022-03-15 20:46:33 main:574] : INFO : Epoch 2013 | loss: 0.0311772 | val_loss: 0.0311812 | Time: 4308.26 ms
[2022-03-15 20:46:38 main:574] : INFO : Epoch 2014 | loss: 0.0311748 | val_loss: 0.0311818 | Time: 4578.03 ms
[2022-03-15 20:46:42 main:574] : INFO : Epoch 2015 | loss: 0.0311764 | val_loss: 0.0311834 | Time: 4591.77 ms
[2022-03-15 20:46:46 main:574] : INFO : Epoch 2016 | loss: 0.0311736 | val_loss: 0.0311842 | Time: 4083.09 ms
[2022-03-15 20:46:51 main:574] : INFO : Epoch 2017 | loss: 0.0311739 | val_loss: 0.0311831 | Time: 4718.14 ms
[2022-03-15 20:46:55 main:574] : INFO : Epoch 2018 | loss: 0.0311725 | val_loss: 0.0311816 | Time: 4343.65 ms
[2022-03-15 20:47:00 main:574] : INFO : Epoch 2019 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 4402.39 ms
[2022-03-15 20:47:04 main:574] : INFO : Epoch 2020 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 4485.84 ms
[2022-03-15 20:47:09 main:574] : INFO : Epoch 2021 | loss: 0.0311734 | val_loss: 0.0311824 | Time: 4516.74 ms
[2022-03-15 20:47:13 main:574] : INFO : Epoch 2022 | loss: 0.0311729 | val_loss: 0.0311892 | Time: 4543.77 ms
[2022-03-15 20:47:18 main:574] : INFO : Epoch 2023 | loss: 0.0311729 | val_loss: 0.0311924 | Time: 4536.69 ms
[2022-03-15 20:47:22 main:574] : INFO : Epoch 2024 | loss: 0.0311705 | val_loss: 0.0311827 | Time: 4193.23 ms
[2022-03-15 20:47:27 main:574] : INFO : Epoch 2025 | loss: 0.0311726 | val_loss: 0.0311856 | Time: 4430.18 ms
[2022-03-15 20:47:31 main:574] : INFO : Epoch 2026 | loss: 0.0311713 | val_loss: 0.0311849 | Time: 4393.52 ms
[2022-03-15 20:47:35 main:574] : INFO : Epoch 2027 | loss: 0.0311706 | val_loss: 0.0311854 | Time: 4408.33 ms
[2022-03-15 20:47:40 main:574] : INFO : Epoch 2028 | loss: 0.0311716 | val_loss: 0.0311848 | Time: 4580.36 ms
[2022-03-15 20:47:44 main:574] : INFO : Epoch 2029 | loss: 0.0311765 | val_loss: 0.0311857 | Time: 4364.31 ms
[2022-03-15 20:47:49 main:574] : INFO : Epoch 2030 | loss: 0.0311758 | val_loss: 0.0311843 | Time: 4540.62 ms
[2022-03-15 20:47:53 main:574] : INFO : Epoch 2031 | loss: 0.0311738 | val_loss: 0.0311894 | Time: 4391.85 ms
[2022-03-15 20:47:58 main:574] : INFO : Epoch 2032 | loss: 0.0311728 | val_loss: 0.0311849 | Time: 4209.28 ms
[2022-03-15 20:48:02 main:574] : INFO : Epoch 2033 | loss: 0.0311703 | val_loss: 0.031181 | Time: 4898.38 ms
[2022-03-15 20:48:07 main:574] : INFO : Epoch 2034 | loss: 0.0311705 | val_loss: 0.0311838 | Time: 4879.78 ms
[2022-03-15 20:48:12 main:574] : INFO : Epoch 2035 | loss: 0.0311712 | val_loss: 0.0311826 | Time: 4569.88 ms
[2022-03-15 20:48:16 main:574] : INFO : Epoch 2036 | loss: 0.0311707 | val_loss: 0.0311874 | Time: 4516.26 ms
[2022-03-15 20:48:21 main:574] : INFO : Epoch 2037 | loss: 0.0311704 | val_loss: 0.0311856 | Time: 4417.74 ms
[2022-03-15 20:48:25 main:574] : INFO : Epoch 2038 | loss: 0.0311697 | val_loss: 0.0311891 | Time: 4492.02 ms
[2022-03-15 20:48:30 main:574] : INFO : Epoch 2039 | loss: 0.0311713 | val_loss: 0.0311898 | Time: 4323.36 ms
[2022-03-15 20:48:34 main:574] : INFO : Epoch 2040 | loss: 0.0311707 | val_loss: 0.0311889 | Time: 4424.48 ms
[2022-03-15 20:48:38 main:574] : INFO : Epoch 2041 | loss: 0.0311694 | val_loss: 0.031186 | Time: 4228.82 ms
[2022-03-15 20:48:43 main:574] : INFO : Epoch 2042 | loss: 0.0311702 | val_loss: 0.0311865 | Time: 4381.41 ms
[2022-03-15 20:48:47 main:574] : INFO : Epoch 2043 | loss: 0.0311713 | val_loss: 0.0311807 | Time: 4225.97 ms
[2022-03-15 20:48:52 main:574] : INFO : Epoch 2044 | loss: 0.0311783 | val_loss: 0.0311833 | Time: 4881.5 ms
[2022-03-15 20:48:57 main:574] : INFO : Epoch 2045 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 4673.17 ms
[2022-03-15 20:49:02 main:574] : INFO : Epoch 2046 | loss: 0.031177 | val_loss: 0.0311838 | Time: 5388.84 ms
[2022-03-15 20:49:06 main:574] : INFO : Epoch 2047 | loss: 0.0311756 | val_loss: 0.0311813 | Time: 4428.55 ms
[2022-03-15 20:49:11 main:574] : INFO : Epoch 2048 | loss: 0.031174 | val_loss: 0.0311821 | Time: 4370.25 ms
[2022-03-15 20:49:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311821
[2022-03-15 20:49:11 main:603] : INFO : Saving end state to config to file
[2022-03-15 20:49:11 main:608] : INFO : Success, exiting..
20:49:11 (1300): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)