Task 13356723
| Name | ParityModified-1647047014-32194-1-0_0 |
| Workunit | 10466699 |
| Created | 18 Mar 2022, 5:06:15 UTC |
| Sent | 26 Mar 2022, 12:25:39 UTC |
| Report deadline | 3 Apr 2022, 12:25:39 UTC |
| Received | 28 Mar 2022, 10:26:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 11 min 56 sec |
| CPU time | 3 hours 7 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 9:25:00 main:574] : INFO : Epoch 1567 | loss: 0.031111 | val_loss: 0.0311842 | Time: 5845.43 ms [2022-03-26 09:25:06 main:574] : INFO : Epoch 1568 | loss: 0.0311117 | val_loss: 0.0311806 | Time: 6145.41 ms [2022-03-26 09:25:12 main:574] : INFO : Epoch 1569 | loss: 0.0311168 | val_loss: 0.0311914 | Time: 6041.29 ms [2022-03-26 09:25:18 main:574] : INFO : Epoch 1570 | loss: 0.0311114 | val_loss: 0.0311838 | Time: 5462.33 ms [2022-03-26 09:25:24 main:574] : INFO : Epoch 1571 | loss: 0.0311347 | val_loss: 0.0311812 | Time: 5895.2 ms [2022-03-26 09:25:30 main:574] : INFO : Epoch 1572 | loss: 0.0311465 | val_loss: 0.0311788 | Time: 5948.31 ms [2022-03-26 09:25:35 main:574] : INFO : Epoch 1573 | loss: 0.0311493 | val_loss: 0.0311817 | Time: 5649.48 ms [2022-03-26 09:25:42 main:574] : INFO : Epoch 1574 | loss: 0.031142 | val_loss: 0.0311752 | Time: 6266.99 ms [2022-03-26 09:25:48 main:574] : INFO : Epoch 1575 | loss: 0.0311358 | val_loss: 0.0311725 | Time: 6572.31 ms [2022-03-26 09:25:55 main:574] : INFO : Epoch 1576 | loss: 0.0311292 | val_loss: 0.0311817 | Time: 6402.14 ms [2022-03-26 09:26:01 main:574] : INFO : Epoch 1577 | loss: 0.0311262 | val_loss: 0.0311781 | Time: 6222.42 ms [2022-03-26 09:26:07 main:574] : INFO : Epoch 1578 | loss: 0.0311199 | val_loss: 0.0311802 | Time: 5667.34 ms [2022-03-26 09:26:13 main:574] : INFO : Epoch 1579 | loss: 0.0311195 | val_loss: 0.0311816 | Time: 6274.35 ms [2022-03-26 09:26:19 main:574] : INFO : Epoch 1580 | loss: 0.0311244 | val_loss: 0.0311927 | Time: 5739.37 ms [2022-03-26 09:26:25 main:574] : INFO : Epoch 1581 | loss: 0.0311427 | val_loss: 0.0311867 | Time: 6202.08 ms [2022-03-26 09:26:31 main:574] : INFO : Epoch 1582 | loss: 0.0311364 | val_loss: 0.0311765 | Time: 6042.9 ms [2022-03-26 09:26:38 main:574] : INFO : Epoch 1583 | loss: 0.031131 | val_loss: 0.0311776 | Time: 6656.13 ms [2022-03-26 09:26:44 main:574] : INFO : Epoch 1584 | loss: 0.0311305 | val_loss: 0.031189 | Time: 6652.29 ms [2022-03-26 09:26:50 main:574] : INFO : Epoch 1585 | loss: 0.031125 | val_loss: 0.0311902 | Time: 5854.74 ms [2022-03-26 09:26:56 main:574] : INFO : Epoch 1586 | loss: 0.0311179 | val_loss: 0.0311784 | Time: 6285.98 ms [2022-03-26 09:27:03 main:574] : INFO : Epoch 1587 | loss: 0.0311158 | val_loss: 0.0311806 | Time: 6447.85 ms [2022-03-26 09:27:09 main:574] : INFO : Epoch 1588 | loss: 0.0311176 | val_loss: 0.0311782 | Time: 5830.36 ms [2022-03-26 09:27:15 main:574] : INFO : Epoch 1589 | loss: 0.0311136 | val_loss: 0.031182 | Time: 6520.05 ms [2022-03-26 09:27:21 main:574] : INFO : Epoch 1590 | loss: 0.0311146 | val_loss: 0.0311825 | Time: 6220.17 ms [2022-03-26 09:27:28 main:574] : INFO : Epoch 1591 | loss: 0.0311127 | val_loss: 0.0311831 | Time: 6143.21 ms [2022-03-26 09:27:34 main:574] : INFO : Epoch 1592 | loss: 0.0311109 | val_loss: 0.0311933 | Time: 6264.73 ms [2022-03-26 09:27:40 main:574] : INFO : Epoch 1593 | loss: 0.0311222 | val_loss: 0.0311788 | Time: 6241.78 ms [2022-03-26 09:27:46 main:574] : INFO : Epoch 1594 | loss: 0.0311209 | val_loss: 0.0311914 | Time: 6151.64 ms [2022-03-26 09:27:53 main:574] : INFO : Epoch 1595 | loss: 0.03112 | val_loss: 0.0311793 | Time: 6343.57 ms [2022-03-26 09:27:59 main:574] : INFO : Epoch 1596 | loss: 0.0311179 | val_loss: 0.0311856 | Time: 6626.46 ms [2022-03-26 09:28:05 main:574] : INFO : Epoch 1597 | loss: 0.0311143 | val_loss: 0.0311821 | Time: 6230.09 ms [2022-03-26 09:28:12 main:574] : INFO : Epoch 1598 | loss: 0.0311118 | val_loss: 0.0311914 | Time: 6235.19 ms [2022-03-26 09:28:18 main:574] : INFO : Epoch 1599 | loss: 0.031112 | val_loss: 0.0311843 | Time: 5850.02 ms [2022-03-26 09:28:24 main:574] : INFO : Epoch 1600 | loss: 0.0311116 | val_loss: 0.0311836 | Time: 6638.06 ms [2022-03-26 09:28:30 main:574] : INFO : Epoch 1601 | loss: 0.0311098 | val_loss: 0.0311817 | Time: 6033.8 ms [2022-03-26 09:28:36 main:574] : INFO : Epoch 1602 | loss: 0.0311115 | val_loss: 0.0311869 | Time: 6032.38 ms [2022-03-26 09:28:42 main:574] : INFO : Epoch 1603 | loss: 0.0311077 | val_loss: 0.031186 | Time: 6012.73 ms [2022-03-26 09:28:48 main:574] : INFO : Epoch 1604 | loss: 0.0311148 | val_loss: 0.0311894 | Time: 6039.43 ms [2022-03-26 09:28:54 main:574] : INFO : Epoch 1605 | loss: 0.0311167 | val_loss: 0.031192 | Time: 5888.19 ms [2022-03-26 09:29:00 main:574] : INFO : Epoch 1606 | loss: 0.03112 | val_loss: 0.0311811 | Time: 5830.16 ms [2022-03-26 09:29:07 main:574] : INFO : Epoch 1607 | loss: 0.0311153 | val_loss: 0.0311845 | Time: 6715.96 ms [2022-03-26 09:29:13 main:574] : INFO : Epoch 1608 | loss: 0.0311183 | val_loss: 0.0311799 | Time: 6051.59 ms [2022-03-26 09:29:19 main:574] : INFO : Epoch 1609 | loss: 0.0311182 | val_loss: 0.0311853 | Time: 6354.51 ms [2022-03-26 09:29:26 main:574] : INFO : Epoch 1610 | loss: 0.031114 | val_loss: 0.0311797 | Time: 6216.19 ms [2022-03-26 09:29:32 main:574] : INFO : Epoch 1611 | loss: 0.031115 | val_loss: 0.0311829 | Time: 5974.3 ms [2022-03-26 09:29:37 main:574] : INFO : Epoch 1612 | loss: 0.0311105 | val_loss: 0.0311955 | Time: 5829.1 ms [2022-03-26 09:29:44 main:574] : INFO : Epoch 1613 | loss: 0.0311086 | val_loss: 0.031193 | Time: 6456.77 ms [2022-03-26 09:29:50 main:574] : INFO : Epoch 1614 | loss: 0.0311117 | val_loss: 0.0311828 | Time: 6386.53 ms [2022-03-26 09:29:56 main:574] : INFO : Epoch 1615 | loss: 0.0311344 | val_loss: 0.0312015 | Time: 5779.58 ms [2022-03-26 09:30:03 main:574] : INFO : Epoch 1616 | loss: 0.0311274 | val_loss: 0.0311829 | Time: 6664.48 ms [2022-03-26 09:30:09 main:574] : INFO : Epoch 1617 | loss: 0.0311156 | val_loss: 0.0311824 | Time: 5925.73 ms [2022-03-26 09:30:14 main:574] : INFO : Epoch 1618 | loss: 0.0311135 | val_loss: 0.0311875 | Time: 5817.16 ms [2022-03-26 09:30:20 main:574] : INFO : Epoch 1619 | loss: 0.0311137 | val_loss: 0.0311794 | Time: 5960.01 ms [2022-03-26 09:30:27 main:574] : INFO : Epoch 1620 | loss: 0.0311107 | val_loss: 0.031197 | Time: 6385.35 ms [2022-03-26 09:30:33 main:574] : INFO : Epoch 1621 | loss: 0.0311078 | val_loss: 0.031184 | Time: 5913.28 ms [2022-03-26 09:30:39 main:574] : INFO : Epoch 1622 | loss: 0.0311071 | val_loss: 0.0311842 | Time: 6349.73 ms [2022-03-26 09:30:46 main:574] : INFO : Epoch 1623 | loss: 0.0311145 | val_loss: 0.031185 | Time: 6537.1 ms [2022-03-26 09:30:52 main:574] : INFO : Epoch 1624 | loss: 0.031117 | val_loss: 0.0311866 | Time: 6200.4 ms [2022-03-26 09:30:58 main:574] : INFO : Epoch 1625 | loss: 0.0311092 | val_loss: 0.0311956 | Time: 5841.85 ms [2022-03-26 09:31:04 main:574] : INFO : Epoch 1626 | loss: 0.0311092 | val_loss: 0.0311953 | Time: 5924.81 ms [2022-03-26 09:31:10 main:574] : INFO : Epoch 1627 | loss: 0.0311103 | val_loss: 0.0311976 | Time: 6151.92 ms [2022-03-26 09:31:16 main:574] : INFO : Epoch 1628 | loss: 0.0311098 | val_loss: 0.031197 | Time: 5948.77 ms [2022-03-26 09:31:22 main:574] : INFO : Epoch 1629 | loss: 0.0311065 | val_loss: 0.0311918 | Time: 6144.58 ms [2022-03-26 09:31:29 main:574] : INFO : Epoch 1630 | loss: 0.0311095 | val_loss: 0.031189 | Time: 6684.54 ms [2022-03-26 09:31:35 main:574] : INFO : Epoch 1631 | loss: 0.0311069 | val_loss: 0.0311925 | Time: 6097.53 ms [2022-03-26 09:31:41 main:574] : INFO : Epoch 1632 | loss: 0.031107 | val_loss: 0.0311927 | Time: 6316.96 ms [2022-03-26 09:31:47 main:574] : INFO : Epoch 1633 | loss: 0.0311106 | val_loss: 0.031185 | Time: 5916.84 ms [2022-03-26 09:31:53 main:574] : INFO : Epoch 1634 | loss: 0.0311075 | val_loss: 0.0311898 | Time: 5851.49 ms [2022-03-26 09:31:59 main:574] : INFO : Epoch 1635 | loss: 0.0311084 | val_loss: 0.0312042 | Time: 5881.69 ms [2022-03-26 09:32:05 main:574] : INFO : Epoch 1636 | loss: 0.0311075 | val_loss: 0.0311858 | Time: 6695.73 ms [2022-03-26 09:32:11 main:574] : INFO : Epoch 1637 | loss: 0.0311081 | val_loss: 0.0311939 | Time: 6058.39 ms [2022-03-26 09:32:17 main:574] : INFO : Epoch 1638 | loss: 0.0311088 | val_loss: 0.0311849 | Time: 5968.83 ms [2022-03-26 09:32:23 main:574] : INFO : Epoch 1639 | loss: 0.0311087 | val_loss: 0.0311907 | Time: 5899.08 ms [2022-03-26 09:32:29 main:574] : INFO : Epoch 1640 | loss: 0.0311088 | val_loss: 0.0311836 | Time: 5993.39 ms [2022-03-26 09:32:35 main:574] : INFO : Epoch 1641 | loss: 0.0311134 | val_loss: 0.0311888 | Time: 5927.04 ms [2022-03-26 09:32:42 main:574] : INFO : Epoch 1642 | loss: 0.0311062 | val_loss: 0.0311893 | Time: 6530.1 ms [2022-03-26 09:32:48 main:574] : INFO : Epoch 1643 | loss: 0.031103 | val_loss: 0.0311912 | Time: 5840.7 ms [2022-03-26 09:32:54 main:574] : INFO : Epoch 1644 | loss: 0.0311016 | val_loss: 0.0311918 | Time: 6438.65 ms [2022-03-26 09:33:00 main:574] : INFO : Epoch 1645 | loss: 0.0311051 | val_loss: 0.0311927 | Time: 6164.93 ms [2022-03-26 09:33:06 main:574] : INFO : Epoch 1646 | loss: 0.0311035 | val_loss: 0.0311924 | Time: 5863.39 ms [2022-03-26 09:33:12 main:574] : INFO : Epoch 1647 | loss: 0.0311049 | val_loss: 0.0312046 | Time: 6036.39 ms [2022-03-26 09:33:19 main:574] : INFO : Epoch 1648 | loss: 0.0310993 | val_loss: 0.0311941 | Time: 6326.37 ms [2022-03-26 09:33:25 main:574] : INFO : Epoch 1649 | loss: 0.0311028 | val_loss: 0.0311894 | Time: 6626.39 ms [2022-03-26 09:33:31 main:574] : INFO : Epoch 1650 | loss: 0.0311015 | val_loss: 0.0311881 | Time: 6168.55 ms [2022-03-26 09:33:38 main:574] : INFO : Epoch 1651 | loss: 0.0311011 | val_loss: 0.0311928 | Time: 6552.13 ms [2022-03-26 09:33:44 main:574] : INFO : Epoch 1652 | loss: 0.0311038 | val_loss: 0.0311912 | Time: 6175.96 ms [2022-03-26 09:33:50 main:574] : INFO : Epoch 1653 | loss: 0.031107 | val_loss: 0.0311883 | Time: 6179.52 ms [2022-03-26 09:33:57 main:574] : INFO : Epoch 1654 | loss: 0.0311075 | val_loss: 0.0311878 | Time: 6226.39 ms [2022-03-26 09:34:03 main:574] : INFO : Epoch 1655 | loss: 0.0311032 | val_loss: 0.0311907 | Time: 6474.5 ms [2022-03-26 09:34:09 main:574] : INFO : Epoch 1656 | loss: 0.0311008 | val_loss: 0.0311871 | Time: 6240.83 ms [2022-03-26 09:34:16 main:574] : INFO : Epoch 1657 | loss: 0.0311024 | val_loss: 0.0311941 | Time: 6437.59 ms [2022-03-26 09:34:22 main:574] : INFO : Epoch 1658 | loss: 0.0310989 | val_loss: 0.0311902 | Time: 5881.11 ms [2022-03-26 09:34:27 main:574] : INFO : Epoch 1659 | loss: 0.0310999 | val_loss: 0.0311938 | Time: 5715.4 ms [2022-03-26 09:34:33 main:574] : INFO : Epoch 1660 | loss: 0.0311001 | val_loss: 0.0311986 | Time: 5869.96 ms [2022-03-26 09:34:40 main:574] : INFO : Epoch 1661 | loss: 0.0311047 | val_loss: 0.0311898 | Time: 6291.52 ms [2022-03-26 09:34:46 main:574] : INFO : Epoch 1662 | loss: 0.031108 | val_loss: 0.0311859 | Time: 6070.82 ms [2022-03-26 09:34:52 main:574] : INFO : Epoch 1663 | loss: 0.0311085 | val_loss: 0.0311928 | Time: 6681.02 ms [2022-03-26 09:34:58 main:574] : INFO : Epoch 1664 | loss: 0.0311036 | val_loss: 0.0311996 | Time: 6140.63 ms [2022-03-26 09:35:05 main:574] : INFO : Epoch 1665 | loss: 0.0310997 | val_loss: 0.0311993 | Time: 6163.05 ms [2022-03-26 09:35:11 main:574] : INFO : Epoch 1666 | loss: 0.0311007 | val_loss: 0.031194 | Time: 6680.46 ms [2022-03-26 09:35:17 main:574] : INFO : Epoch 1667 | loss: 0.0310991 | val_loss: 0.031192 | Time: 5963.99 ms [2022-03-26 09:35:23 main:574] : INFO : Epoch 1668 | loss: 0.0311077 | val_loss: 0.0311944 | Time: 6203.2 ms [2022-03-26 09:35:30 main:574] : INFO : Epoch 1669 | loss: 0.0311058 | val_loss: 0.0311896 | Time: 6064.49 ms [2022-03-26 09:35:36 main:574] : INFO : Epoch 1670 | loss: 0.0311053 | val_loss: 0.0311782 | Time: 6534.34 ms [2022-03-26 09:35:42 main:574] : INFO : Epoch 1671 | loss: 0.0311041 | val_loss: 0.031192 | Time: 6154.9 ms [2022-03-26 09:35:48 main:574] : INFO : Epoch 1672 | loss: 0.031104 | val_loss: 0.0311951 | Time: 6148.18 ms [2022-03-26 09:35:55 main:574] : INFO : Epoch 1673 | loss: 0.0311021 | val_loss: 0.031196 | Time: 6219.28 ms [2022-03-26 09:36:01 main:574] : INFO : Epoch 1674 | loss: 0.0311004 | val_loss: 0.0311911 | Time: 6702.26 ms [2022-03-26 09:36:07 main:574] : INFO : Epoch 1675 | loss: 0.0311009 | val_loss: 0.0311915 | Time: 6101.24 ms [2022-03-26 09:36:14 main:574] : INFO : Epoch 1676 | loss: 0.0310987 | val_loss: 0.0311945 | Time: 6195.43 ms [2022-03-26 09:36:20 main:574] : INFO : Epoch 1677 | loss: 0.0310996 | val_loss: 0.0311967 | Time: 5940.76 ms [2022-03-26 09:36:26 main:574] : INFO : Epoch 1678 | loss: 0.0311015 | val_loss: 0.0311856 | Time: 5942.25 ms [2022-03-26 09:36:32 main:574] : INFO : Epoch 1679 | loss: 0.0311054 | val_loss: 0.0311937 | Time: 6743.53 ms [2022-03-26 09:36:39 main:574] : INFO : Epoch 1680 | loss: 0.0311057 | val_loss: 0.0311998 | Time: 6421.89 ms [2022-03-26 09:36:45 main:574] : INFO : Epoch 1681 | loss: 0.0310994 | val_loss: 0.0311877 | Time: 6501.88 ms [2022-03-26 09:36:51 main:574] : INFO : Epoch 1682 | loss: 0.0310973 | val_loss: 0.0311978 | Time: 5829.78 ms [2022-03-26 09:36:57 main:574] : INFO : Epoch 1683 | loss: 0.0310972 | val_loss: 0.0311936 | Time: 6038.89 ms [2022-03-26 09:37:03 main:574] : INFO : Epoch 1684 | loss: 0.031097 | val_loss: 0.0312076 | Time: 5906.92 ms [2022-03-26 09:37:09 main:574] : INFO : Epoch 1685 | loss: 0.0310991 | val_loss: 0.0311893 | Time: 5863.66 ms [2022-03-26 09:37:15 main:574] : INFO : Epoch 1686 | loss: 0.0311034 | val_loss: 0.0312078 | Time: 5871.73 ms [2022-03-26 09:37:21 main:574] : INFO : Epoch 1687 | loss: 0.0311054 | val_loss: 0.0311844 | Time: 6089.74 ms [2022-03-26 09:37:27 main:574] : INFO : Epoch 1688 | loss: 0.0311132 | val_loss: 0.0311921 | Time: 5847.65 ms [2022-03-26 09:37:33 main:574] : INFO : Epoch 1689 | loss: 0.0311067 | val_loss: 0.0311833 | Time: 6323.03 ms [2022-03-26 09:37:40 main:574] : INFO : Epoch 1690 | loss: 0.0311029 | val_loss: 0.0311949 | Time: 6723.29 ms [2022-03-26 09:37:46 main:574] : INFO : Epoch 1691 | loss: 0.0311039 | val_loss: 0.0311955 | Time: 5900.68 ms [2022-03-26 09:37:52 main:574] : INFO : Epoch 1692 | loss: 0.0310993 | val_loss: 0.0311956 | Time: 5961.45 ms [2022-03-26 09:37:58 main:574] : INFO : Epoch 1693 | loss: 0.0310981 | val_loss: 0.0311917 | Time: 6218.37 ms [2022-03-26 09:38:04 main:574] : INFO : Epoch 1694 | loss: 0.0311006 | val_loss: 0.0311999 | Time: 6514.07 ms [2022-03-26 09:38:11 main:574] : INFO : Epoch 1695 | loss: 0.0310989 | val_loss: 0.0311832 | Time: 6409.35 ms [2022-03-26 09:38:17 main:574] : INFO : Epoch 1696 | loss: 0.031103 | val_loss: 0.0311905 | Time: 6207.54 ms [2022-03-26 09:38:23 main:574] : INFO : Epoch 1697 | loss: 0.0311105 | val_loss: 0.0311911 | Time: 6207.75 ms [2022-03-26 09:38:30 main:574] : INFO : Epoch 1698 | loss: 0.0311104 | val_loss: 0.0311882 | Time: 6215.86 ms [2022-03-26 09:38:35 main:574] : INFO : Epoch 1699 | loss: 0.0311034 | val_loss: 0.0311876 | Time: 5956.15 ms [2022-03-26 09:38:41 main:574] : INFO : Epoch 1700 | loss: 0.0310979 | val_loss: 0.0311942 | Time: 5882.66 ms [2022-03-26 09:38:47 main:574] : INFO : Epoch 1701 | loss: 0.0310963 | val_loss: 0.0311896 | Time: 5812.63 ms [2022-03-26 09:38:53 main:574] : INFO : Epoch 1702 | loss: 0.0310939 | val_loss: 0.0311948 | Time: 6073.73 ms [2022-03-26 09:39:00 main:574] : INFO : Epoch 1703 | loss: 0.0310918 | val_loss: 0.0311887 | Time: 6326.03 ms [2022-03-26 09:39:06 main:574] : INFO : Epoch 1704 | loss: 0.0310932 | val_loss: 0.0311997 | Time: 6024.18 ms [2022-03-26 09:39:12 main:574] : INFO : Epoch 1705 | loss: 0.0310917 | val_loss: 0.0311988 | Time: 6203.05 ms [2022-03-26 09:39:18 main:574] : INFO : Epoch 1706 | loss: 0.0310969 | val_loss: 0.0312036 | Time: 5967.66 ms [2022-03-26 09:39:24 main:574] : INFO : Epoch 1707 | loss: 0.0311005 | val_loss: 0.0311974 | Time: 6288.11 ms [2022-03-26 09:39:30 main:574] : INFO : Epoch 1708 | loss: 0.0310936 | val_loss: 0.0311916 | Time: 6229.16 ms [2022-03-26 09:39:37 main:574] : INFO : Epoch 1709 | loss: 0.0310984 | val_loss: 0.031193 | Time: 6732.69 ms [2022-03-26 09:39:43 main:574] : INFO : Epoch 1710 | loss: 0.0310999 | val_loss: 0.0311934 | Time: 6261.01 ms [2022-03-26 09:39:50 main:574] : INFO : Epoch 1711 | loss: 0.0310958 | val_loss: 0.0312005 | Time: 6181.18 ms [2022-03-26 09:39:56 main:574] : INFO : Epoch 1712 | loss: 0.0310969 | val_loss: 0.0311939 | Time: 6214.56 ms [2022-03-26 09:40:02 main:574] : INFO : Epoch 1713 | loss: 0.0311009 | val_loss: 0.0312014 | Time: 6441.23 ms [2022-03-26 09:40:08 main:574] : INFO : Epoch 1714 | loss: 0.0311055 | val_loss: 0.0311972 | Time: 6063.25 ms [2022-03-26 09:40:15 main:574] : INFO : Epoch 1715 | loss: 0.0311005 | val_loss: 0.0311902 | Time: 6247.74 ms [2022-03-26 09:40:21 main:574] : INFO : Epoch 1716 | loss: 0.0310948 | val_loss: 0.0312078 | Time: 6191.07 ms [2022-03-26 09:40:27 main:574] : INFO : Epoch 1717 | loss: 0.0310939 | val_loss: 0.031197 | Time: 6417.5 ms [2022-03-26 09:40:33 main:574] : INFO : Epoch 1718 | loss: 0.0310979 | val_loss: 0.0312232 | Time: 6018.24 ms [2022-03-26 09:40:40 main:574] : INFO : Epoch 1719 | loss: 0.0310963 | val_loss: 0.0312107 | Time: 6358.54 ms [2022-03-26 09:40:46 main:574] : INFO : Epoch 1720 | loss: 0.0310907 | val_loss: 0.031191 | Time: 5951.56 ms [2022-03-26 09:40:52 main:574] : INFO : Epoch 1721 | loss: 0.0310993 | val_loss: 0.0312082 | Time: 5982.9 ms [2022-03-26 09:40:58 main:574] : INFO : Epoch 1722 | loss: 0.0310969 | val_loss: 0.0311898 | Time: 5861.95 ms [2022-03-26 09:41:04 main:574] : INFO : Epoch 1723 | loss: 0.0310956 | val_loss: 0.0312075 | Time: 6213.07 ms [2022-03-26 09:41:10 main:574] : INFO : Epoch 1724 | loss: 0.0311011 | val_loss: 0.0311962 | Time: 6154.51 ms [2022-03-26 09:41:16 main:574] : INFO : Epoch 1725 | loss: 0.0310952 | val_loss: 0.0311948 | Time: 5897.32 ms [2022-03-26 09:41:22 main:574] : INFO : Epoch 1726 | loss: 0.031095 | val_loss: 0.0312015 | Time: 5874.72 ms [2022-03-26 09:41:28 main:574] : INFO : Epoch 1727 | loss: 0.0311013 | val_loss: 0.0312016 | Time: 6735.86 ms [2022-03-26 09:41:35 main:574] : INFO : Epoch 1728 | loss: 0.0310992 | val_loss: 0.0311941 | Time: 6172.01 ms [2022-03-26 09:41:41 main:574] : INFO : Epoch 1729 | loss: 0.0311033 | val_loss: 0.0311939 | Time: 6757.95 ms [2022-03-26 09:41:47 main:574] : INFO : Epoch 1730 | loss: 0.0311153 | val_loss: 0.0311858 | Time: 5901.46 ms [2022-03-26 09:41:53 main:574] : INFO : Epoch 1731 | loss: 0.031116 | val_loss: 0.031194 | Time: 6040.72 ms [2022-03-26 09:42:00 main:574] : INFO : Epoch 1732 | loss: 0.0311108 | val_loss: 0.0311844 | Time: 6711.83 ms [2022-03-26 09:42:06 main:574] : INFO : Epoch 1733 | loss: 0.0311011 | val_loss: 0.0311955 | Time: 5931.67 ms [2022-03-26 09:42:12 main:574] : INFO : Epoch 1734 | loss: 0.0311047 | val_loss: 0.0311987 | Time: 5914.33 ms [2022-03-26 09:42:18 main:574] : INFO : Epoch 1735 | loss: 0.0311077 | val_loss: 0.0311946 | Time: 6182.14 ms [2022-03-26 09:42:24 main:574] : INFO : Epoch 1736 | loss: 0.0311015 | val_loss: 0.0311942 | Time: 6212.04 ms [2022-03-26 09:42:31 main:574] : INFO : Epoch 1737 | loss: 0.0310973 | val_loss: 0.0311995 | Time: 6166.99 ms [2022-03-26 09:42:37 main:574] : INFO : Epoch 1738 | loss: 0.0310974 | val_loss: 0.0312006 | Time: 6027.39 ms [2022-03-26 09:42:43 main:574] : INFO : Epoch 1739 | loss: 0.0310999 | val_loss: 0.0311943 | Time: 6333.71 ms [2022-03-26 09:42:49 main:574] : INFO : Epoch 1740 | loss: 0.0311006 | val_loss: 0.0311963 | Time: 5908.76 ms [2022-03-26 09:42:55 main:574] : INFO : Epoch 1741 | loss: 0.0310946 | val_loss: 0.0312034 | Time: 6473.16 ms [2022-03-26 09:43:01 main:574] : INFO : Epoch 1742 | loss: 0.0310974 | val_loss: 0.0311964 | Time: 5896.62 ms [2022-03-26 09:43:07 main:574] : INFO : Epoch 1743 | loss: 0.0311012 | val_loss: 0.0311924 | Time: 5933.35 ms [2022-03-26 09:43:14 main:574] : INFO : Epoch 1744 | loss: 0.0310996 | val_loss: 0.0311902 | Time: 6689.83 ms [2022-03-26 09:43:20 main:574] : INFO : Epoch 1745 | loss: 0.0310971 | val_loss: 0.031199 | Time: 6029.09 ms [2022-03-26 09:43:26 main:574] : INFO : Epoch 1746 | loss: 0.0310952 | val_loss: 0.0311901 | Time: 6456.99 ms [2022-03-26 09:43:33 main:574] : INFO : Epoch 1747 | loss: 0.0310942 | val_loss: 0.0312013 | Time: 6196.2 ms [2022-03-26 09:43:39 main:574] : INFO : Epoch 1748 | loss: 0.0310896 | val_loss: 0.0311932 | Time: 6440.41 ms [2022-03-26 09:43:45 main:574] : INFO : Epoch 1749 | loss: 0.0310969 | val_loss: 0.0311993 | Time: 5923.91 ms [2022-03-26 09:43:51 main:574] : INFO : Epoch 1750 | loss: 0.0310967 | val_loss: 0.0311891 | Time: 6381.85 ms [2022-03-26 09:43:58 main:574] : INFO : Epoch 1751 | loss: 0.0310952 | val_loss: 0.0311885 | Time: 6386.11 ms [2022-03-26 09:44:04 main:574] : INFO : Epoch 1752 | loss: 0.0310973 | val_loss: 0.0311907 | Time: 6366.5 ms [2022-03-26 09:44:10 main:574] : INFO : Epoch 1753 | loss: 0.0310921 | val_loss: 0.0312018 | Time: 6173.37 ms [2022-03-26 09:44:17 main:574] : INFO : Epoch 1754 | loss: 0.031093 | val_loss: 0.0312034 | Time: 6670.8 ms [2022-03-26 09:44:23 main:574] : INFO : Epoch 1755 | loss: 0.0310882 | val_loss: 0.0311978 | Time: 6145.67 ms [2022-03-26 09:44:29 main:574] : INFO : Epoch 1756 | loss: 0.0310967 | val_loss: 0.0312002 | Time: 5699.16 ms [2022-03-26 09:44:35 main:574] : INFO : Epoch 1757 | loss: 0.0311053 | val_loss: 0.0311894 | Time: 5728.47 ms [2022-03-26 09:44:41 main:574] : INFO : Epoch 1758 | loss: 0.0310953 | val_loss: 0.0311992 | Time: 6033.85 ms [2022-03-26 09:44:47 main:574] : INFO : Epoch 1759 | loss: 0.0310937 | val_loss: 0.0311967 | Time: 6161.41 ms [2022-03-26 09:44:53 main:574] : INFO : Epoch 1760 | loss: 0.0310942 | val_loss: 0.0312037 | Time: 5842.74 ms [2022-03-26 09:44:59 main:574] : INFO : Epoch 1761 | loss: 0.0310947 | val_loss: 0.0311953 | Time: 6735.88 ms [2022-03-26 09:45:06 main:574] : INFO : Epoch 1762 | loss: 0.0310922 | val_loss: 0.0312007 | Time: 6219.36 ms [2022-03-26 09:45:12 main:574] : INFO : Epoch 1763 | loss: 0.0310903 | val_loss: 0.0312027 | Time: 6210.67 ms [2022-03-26 09:45:18 main:574] : INFO : Epoch 1764 | loss: 0.0310938 | val_loss: 0.0311928 | Time: 5951.99 ms [2022-03-26 09:45:24 main:574] : INFO : Epoch 1765 | loss: 0.0311043 | val_loss: 0.0311969 | Time: 6739.75 ms [2022-03-26 09:45:31 main:574] : INFO : Epoch 1766 | loss: 0.0311039 | val_loss: 0.0311878 | Time: 6201.81 ms [2022-03-26 09:45:37 main:574] : INFO : Epoch 1767 | loss: 0.031102 | val_loss: 0.03119 | Time: 5914.9 ms [2022-03-26 09:45:43 main:574] : INFO : Epoch 1768 | loss: 0.0311012 | val_loss: 0.0312013 | Time: 6562.91 ms [2022-03-26 09:45:50 main:574] : INFO : Epoch 1769 | loss: 0.0311059 | val_loss: 0.0311894 | Time: 6677.57 ms [2022-03-26 09:45:56 main:574] : INFO : Epoch 1770 | loss: 0.0311053 | val_loss: 0.0311927 | Time: 5897.23 ms [2022-03-26 09:46:02 main:574] : INFO : Epoch 1771 | loss: 0.0311018 | val_loss: 0.031199 | Time: 6494.59 ms [2022-03-26 09:46:09 main:574] : INFO : Epoch 1772 | loss: 0.0310996 | val_loss: 0.0311918 | Time: 6414.41 ms [2022-03-26 09:46:15 main:574] : INFO : Epoch 1773 | loss: 0.0310981 | val_loss: 0.0311956 | Time: 6291.62 ms [2022-03-26 09:46:21 main:574] : INFO : Epoch 1774 | loss: 0.031101 | val_loss: 0.0312048 | Time: 6366.32 ms [2022-03-26 09:46:27 main:574] : INFO : Epoch 1775 | loss: 0.0311004 | val_loss: 0.0311833 | Time: 5706.04 ms [2022-03-26 09:46:33 main:574] : INFO : Epoch 1776 | loss: 0.0311013 | val_loss: 0.0311958 | Time: 5872.79 ms [2022-03-26 09:46:39 main:574] : INFO : Epoch 1777 | loss: 0.0311003 | val_loss: 0.0311907 | Time: 5901.3 ms [2022-03-26 09:46:45 main:574] : INFO : Epoch 1778 | loss: 0.0311013 | val_loss: 0.0311921 | Time: 6041.55 ms [2022-03-26 09:46:51 main:574] : INFO : Epoch 1779 | loss: 0.0310984 | val_loss: 0.0312045 | Time: 6417.42 ms [2022-03-26 09:46:58 main:574] : INFO : Epoch 1780 | loss: 0.0310946 | val_loss: 0.0311932 | Time: 6218.03 ms [2022-03-26 09:47:04 main:574] : INFO : Epoch 1781 | loss: 0.0310924 | val_loss: 0.0311893 | Time: 6070.83 ms [2022-03-26 09:47:10 main:574] : INFO : Epoch 1782 | loss: 0.0310918 | val_loss: 0.0312008 | Time: 5896.71 ms [2022-03-26 09:47:15 main:574] : INFO : Epoch 1783 | loss: 0.031093 | val_loss: 0.0311991 | Time: 5872.37 ms [2022-03-26 09:47:22 main:574] : INFO : Epoch 1784 | loss: 0.0310926 | val_loss: 0.0311952 | Time: 6129.09 ms [2022-03-26 09:47:28 main:574] : INFO : Epoch 1785 | loss: 0.031096 | val_loss: 0.0311898 | Time: 6562.51 ms [2022-03-26 09:47:34 main:574] : INFO : Epoch 1786 | loss: 0.0311099 | val_loss: 0.0311899 | Time: 6178.95 ms [2022-03-26 09:47:41 main:574] : INFO : Epoch 1787 | loss: 0.0311046 | val_loss: 0.0311884 | Time: 6386.96 ms [2022-03-26 09:47:47 main:574] : INFO : Epoch 1788 | loss: 0.0311028 | val_loss: 0.0311963 | Time: 6062.58 ms [2022-03-26 09:47:54 main:574] : INFO : Epoch 1789 | loss: 0.0311071 | val_loss: 0.0311902 | Time: 6734.6 ms [2022-03-26 09:48:00 main:574] : INFO : Epoch 1790 | loss: 0.0311048 | val_loss: 0.0311909 | Time: 6192.1 ms [2022-03-26 09:48:06 main:574] : INFO : Epoch 1791 | loss: 0.0311107 | val_loss: 0.0311878 | Time: 6029.84 ms [2022-03-26 09:48:12 main:574] : INFO : Epoch 1792 | loss: 0.0311044 | val_loss: 0.0311915 | Time: 5856.09 ms [2022-03-26 09:48:18 main:574] : INFO : Epoch 1793 | loss: 0.0310991 | val_loss: 0.0311927 | Time: 6024.13 ms [2022-03-26 09:48:24 main:574] : INFO : Epoch 1794 | loss: 0.0310992 | val_loss: 0.0311937 | Time: 6461.82 ms [2022-03-26 09:48:30 main:574] : INFO : Epoch 1795 | loss: 0.0311 | val_loss: 0.031203 | Time: 6228.61 ms [2022-03-26 09:48:37 main:574] : INFO : Epoch 1796 | loss: 0.0311107 | val_loss: 0.0311984 | Time: 6225.33 ms [2022-03-26 09:48:43 main:574] : INFO : Epoch 1797 | loss: 0.0311062 | val_loss: 0.0311849 | Time: 6194.61 ms [2022-03-26 09:48:49 main:574] : INFO : Epoch 1798 | loss: 0.0311182 | val_loss: 0.0311848 | Time: 5832.87 ms [2022-03-26 09:48:55 main:574] : INFO : Epoch 1799 | loss: 0.0311083 | val_loss: 0.0311877 | Time: 5842.27 ms [2022-03-26 09:49:01 main:574] : INFO : Epoch 1800 | loss: 0.0310983 | val_loss: 0.0311962 | Time: 6191.09 ms [2022-03-26 09:49:07 main:574] : INFO : Epoch 1801 | loss: 0.0310965 | val_loss: 0.0311943 | Time: 6204.22 ms [2022-03-26 09:49:13 main:574] : INFO : Epoch 1802 | loss: 0.0310936 | val_loss: 0.0311978 | Time: 6032.39 ms [2022-03-26 09:49:19 main:574] : INFO : Epoch 1803 | loss: 0.0310927 | val_loss: 0.031199 | Time: 6001 ms [2022-03-26 09:49:26 main:574] : INFO : Epoch 1804 | loss: 0.0310959 | val_loss: 0.0311971 | Time: 6410.42 ms [2022-03-26 09:49:32 main:574] : INFO : Epoch 1805 | loss: 0.0310932 | val_loss: 0.0312063 | Time: 6575.39 ms [2022-03-26 09:49:39 main:574] : INFO : Epoch 1806 | loss: 0.0310928 | val_loss: 0.0311972 | Time: 6666.69 ms [2022-03-26 09:49:45 main:574] : INFO : Epoch 1807 | loss: 0.0311061 | val_loss: 0.0311923 | Time: 6208.22 ms [2022-03-26 09:49:51 main:574] : INFO : Epoch 1808 | loss: 0.0311015 | val_loss: 0.0312025 | Time: 6165.37 ms [2022-03-26 09:49:58 main:574] : INFO : Epoch 1809 | loss: 0.0310985 | val_loss: 0.031187 | Time: 6243.12 ms [2022-03-26 09:50:04 main:574] : INFO : Epoch 1810 | loss: 0.031097 | val_loss: 0.031198 | Time: 6677.67 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2070 SUPER) [2022-03-28 02:58:04 main:435] : INFO : Set logging level to 1 [2022-03-28 02:58:04 main:441] : INFO : Running in BOINC Client mode [2022-03-28 02:58:04 main:444] : INFO : Resolving all filenames [2022-03-28 02:58:04 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-28 02:58:04 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-28 02:58:04 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-28 02:58:04 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-28 02:58:04 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-28 02:58:04 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-28 02:58:04 main:474] : INFO : Configuration: [2022-03-28 02:58:04 main:475] : INFO : Model type: GRU [2022-03-28 02:58:04 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-28 02:58:04 main:477] : INFO : Max Epochs: 2048 [2022-03-28 02:58:04 main:478] : INFO : Batch Size: 128 [2022-03-28 02:58:04 main:479] : INFO : Learning Rate: 0.01 [2022-03-28 02:58:04 main:480] : INFO : Patience: 10 [2022-03-28 02:58:04 main:481] : INFO : Hidden Width: 12 [2022-03-28 02:58:04 main:482] : INFO : # Recurrent Layers: 4 [2022-03-28 02:58:04 main:483] : INFO : # Backend Layers: 4 [2022-03-28 02:58:04 main:484] : INFO : # Threads: 1 [2022-03-28 02:58:04 main:486] : INFO : Preparing Dataset [2022-03-28 02:58:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-28 02:58:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-28 02:58:06 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-28 02:58:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-28 02:58:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-28 02:58:06 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-28 02:58:06 main:494] : INFO : Creating Model [2022-03-28 02:58:06 main:507] : INFO : Preparing config file [2022-03-28 02:58:06 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-28 02:58:06 main:512] : INFO : Loading config [2022-03-28 02:58:06 main:514] : INFO : Loading state [2022-03-28 02:58:08 main:559] : INFO : Loading DataLoader into Memory [2022-03-28 02:58:08 main:562] : INFO : Starting Training [2022-03-28 02:58:14 main:574] : INFO : Epoch 1811 | loss: 0.0311751 | val_loss: 0.0311962 | Time: 6319.63 ms [2022-03-28 02:58:20 main:574] : INFO : Epoch 1812 | loss: 0.0311117 | val_loss: 0.0311999 | Time: 5462.53 ms [2022-03-28 02:58:25 main:574] : INFO : Epoch 1813 | loss: 0.0311048 | val_loss: 0.0311962 | Time: 5447.03 ms [2022-03-28 02:58:31 main:574] : INFO : Epoch 1814 | loss: 0.0310982 | val_loss: 0.0311954 | Time: 5502.68 ms [2022-03-28 02:58:36 main:574] : INFO : Epoch 1815 | loss: 0.031095 | val_loss: 0.0311935 | Time: 5447.19 ms [2022-03-28 02:58:42 main:574] : INFO : Epoch 1816 | loss: 0.0310958 | val_loss: 0.0311928 | Time: 5416.18 ms [2022-03-28 02:58:47 main:574] : INFO : Epoch 1817 | loss: 0.0310982 | val_loss: 0.0311965 | Time: 5472.46 ms [2022-03-28 02:58:53 main:574] : INFO : Epoch 1818 | loss: 0.0310941 | val_loss: 0.0311944 | Time: 5391.06 ms [2022-03-28 02:58:58 main:574] : INFO : Epoch 1819 | loss: 0.0310989 | val_loss: 0.0311998 | Time: 5426.88 ms [2022-03-28 02:59:03 main:574] : INFO : Epoch 1820 | loss: 0.0310969 | val_loss: 0.0312032 | Time: 5408.02 ms [2022-03-28 02:59:09 main:574] : INFO : Epoch 1821 | loss: 0.0310977 | val_loss: 0.0311996 | Time: 5901.65 ms [2022-03-28 02:59:15 main:574] : INFO : Epoch 1822 | loss: 0.0310944 | val_loss: 0.0312094 | Time: 6036.41 ms [2022-03-28 02:59:21 main:574] : INFO : Epoch 1823 | loss: 0.0310969 | val_loss: 0.031201 | Time: 5723.95 ms [2022-03-28 02:59:27 main:574] : INFO : Epoch 1824 | loss: 0.0311067 | val_loss: 0.0311924 | Time: 5901.3 ms [2022-03-28 02:59:32 main:574] : INFO : Epoch 1825 | loss: 0.0311048 | val_loss: 0.0312001 | Time: 5398.78 ms [2022-03-28 02:59:38 main:574] : INFO : Epoch 1826 | loss: 0.0310918 | val_loss: 0.0311932 | Time: 5414.6 ms [2022-03-28 02:59:43 main:574] : INFO : Epoch 1827 | loss: 0.0310908 | val_loss: 0.031206 | Time: 5426.21 ms [2022-03-28 02:59:49 main:574] : INFO : Epoch 1828 | loss: 0.0310901 | val_loss: 0.0311897 | Time: 5580.27 ms [2022-03-28 02:59:55 main:574] : INFO : Epoch 1829 | loss: 0.0310886 | val_loss: 0.0312073 | Time: 5690.62 ms [2022-03-28 03:00:00 main:574] : INFO : Epoch 1830 | loss: 0.0310937 | val_loss: 0.0312035 | Time: 5397.85 ms [2022-03-28 03:00:05 main:574] : INFO : Epoch 1831 | loss: 0.0310958 | val_loss: 0.0312071 | Time: 5393.91 ms [2022-03-28 03:00:11 main:574] : INFO : Epoch 1832 | loss: 0.0310964 | val_loss: 0.0312046 | Time: 5451.23 ms [2022-03-28 03:00:16 main:574] : INFO : Epoch 1833 | loss: 0.0310882 | val_loss: 0.0312063 | Time: 5420.99 ms [2022-03-28 03:00:22 main:574] : INFO : Epoch 1834 | loss: 0.0311014 | val_loss: 0.0311981 | Time: 5386.42 ms [2022-03-28 03:00:27 main:574] : INFO : Epoch 1835 | loss: 0.0311191 | val_loss: 0.0311864 | Time: 5452.08 ms [2022-03-28 03:00:33 main:574] : INFO : Epoch 1836 | loss: 0.0311188 | val_loss: 0.0311964 | Time: 5510.58 ms [2022-03-28 03:00:38 main:574] : INFO : Epoch 1837 | loss: 0.0311098 | val_loss: 0.0311885 | Time: 5403.15 ms [2022-03-28 03:00:43 main:574] : INFO : Epoch 1838 | loss: 0.0311137 | val_loss: 0.0311876 | Time: 5412.17 ms [2022-03-28 03:00:49 main:574] : INFO : Epoch 1839 | loss: 0.0311107 | val_loss: 0.031185 | Time: 5418.39 ms [2022-03-28 03:00:55 main:574] : INFO : Epoch 1840 | loss: 0.031102 | val_loss: 0.0311878 | Time: 5686.68 ms [2022-03-28 03:01:00 main:574] : INFO : Epoch 1841 | loss: 0.0310971 | val_loss: 0.0311899 | Time: 5713.17 ms [2022-03-28 03:01:06 main:574] : INFO : Epoch 1842 | loss: 0.0311001 | val_loss: 0.031191 | Time: 5538.27 ms [2022-03-28 03:01:11 main:574] : INFO : Epoch 1843 | loss: 0.031093 | val_loss: 0.0311945 | Time: 5419.29 ms [2022-03-28 03:01:17 main:574] : INFO : Epoch 1844 | loss: 0.0310901 | val_loss: 0.0312166 | Time: 5431.07 ms [2022-03-28 03:01:22 main:574] : INFO : Epoch 1845 | loss: 0.0310942 | val_loss: 0.0311967 | Time: 5402.91 ms [2022-03-28 03:01:27 main:574] : INFO : Epoch 1846 | loss: 0.031098 | val_loss: 0.0311905 | Time: 5420.15 ms [2022-03-28 03:01:33 main:574] : INFO : Epoch 1847 | loss: 0.0311039 | val_loss: 0.0311969 | Time: 5487.51 ms [2022-03-28 03:01:38 main:574] : INFO : Epoch 1848 | loss: 0.0311021 | val_loss: 0.0311935 | Time: 5428.94 ms [2022-03-28 03:01:44 main:574] : INFO : Epoch 1849 | loss: 0.0310955 | val_loss: 0.0311902 | Time: 5395.4 ms [2022-03-28 03:01:49 main:574] : INFO : Epoch 1850 | loss: 0.0310899 | val_loss: 0.0312013 | Time: 5411.19 ms [2022-03-28 03:01:55 main:574] : INFO : Epoch 1851 | loss: 0.031093 | val_loss: 0.0312012 | Time: 5482.9 ms [2022-03-28 03:02:00 main:574] : INFO : Epoch 1852 | loss: 0.0310932 | val_loss: 0.0311928 | Time: 5452.22 ms [2022-03-28 03:02:06 main:574] : INFO : Epoch 1853 | loss: 0.0310921 | val_loss: 0.0311999 | Time: 5431.93 ms [2022-03-28 03:02:11 main:574] : INFO : Epoch 1854 | loss: 0.031092 | val_loss: 0.0311942 | Time: 5452.59 ms [2022-03-28 03:02:16 main:574] : INFO : Epoch 1855 | loss: 0.0310881 | val_loss: 0.0311945 | Time: 5389.48 ms [2022-03-28 03:02:22 main:574] : INFO : Epoch 1856 | loss: 0.0310884 | val_loss: 0.0312014 | Time: 5433.9 ms [2022-03-28 03:02:27 main:574] : INFO : Epoch 1857 | loss: 0.0310849 | val_loss: 0.0311957 | Time: 5413.52 ms [2022-03-28 03:02:33 main:574] : INFO : Epoch 1858 | loss: 0.0310871 | val_loss: 0.0312014 | Time: 5408.86 ms [2022-03-28 03:02:38 main:574] : INFO : Epoch 1859 | loss: 0.0310839 | val_loss: 0.0312037 | Time: 5729.8 ms [2022-03-28 03:02:44 main:574] : INFO : Epoch 1860 | loss: 0.0310811 | val_loss: 0.0311953 | Time: 5962.32 ms [2022-03-28 03:02:50 main:574] : INFO : Epoch 1861 | loss: 0.0310851 | val_loss: 0.0311969 | Time: 5407.5 ms [2022-03-28 03:02:55 main:574] : INFO : Epoch 1862 | loss: 0.0310882 | val_loss: 0.0312094 | Time: 5395.63 ms [2022-03-28 03:03:01 main:574] : INFO : Epoch 1863 | loss: 0.0310905 | val_loss: 0.0312033 | Time: 5464.06 ms [2022-03-28 03:03:06 main:574] : INFO : Epoch 1864 | loss: 0.0311192 | val_loss: 0.0311946 | Time: 5395.63 ms [2022-03-28 03:03:12 main:574] : INFO : Epoch 1865 | loss: 0.0311138 | val_loss: 0.0311975 | Time: 5412.93 ms [2022-03-28 03:03:17 main:574] : INFO : Epoch 1866 | loss: 0.0311056 | val_loss: 0.0311939 | Time: 5420.33 ms [2022-03-28 03:03:22 main:574] : INFO : Epoch 1867 | loss: 0.0311001 | val_loss: 0.0312079 | Time: 5439.47 ms [2022-03-28 03:03:28 main:574] : INFO : Epoch 1868 | loss: 0.0310988 | val_loss: 0.0311958 | Time: 5402.06 ms [2022-03-28 03:03:33 main:574] : INFO : Epoch 1869 | loss: 0.0310974 | val_loss: 0.0312171 | Time: 5379.45 ms [2022-03-28 03:03:39 main:574] : INFO : Epoch 1870 | loss: 0.031093 | val_loss: 0.031194 | Time: 5622.19 ms [2022-03-28 03:03:44 main:574] : INFO : Epoch 1871 | loss: 0.0310906 | val_loss: 0.0312005 | Time: 5601.73 ms [2022-03-28 03:03:50 main:574] : INFO : Epoch 1872 | loss: 0.0310915 | val_loss: 0.0312024 | Time: 5482.87 ms [2022-03-28 03:03:55 main:574] : INFO : Epoch 1873 | loss: 0.0310893 | val_loss: 0.0311987 | Time: 5420.13 ms [2022-03-28 03:04:01 main:574] : INFO : Epoch 1874 | loss: 0.0310875 | val_loss: 0.031201 | Time: 5370.75 ms [2022-03-28 03:04:06 main:574] : INFO : Epoch 1875 | loss: 0.0310854 | val_loss: 0.0311966 | Time: 5423.33 ms [2022-03-28 03:04:12 main:574] : INFO : Epoch 1876 | loss: 0.0310847 | val_loss: 0.0312084 | Time: 5436.95 ms [2022-03-28 03:04:17 main:574] : INFO : Epoch 1877 | loss: 0.0310916 | val_loss: 0.031195 | Time: 5386.98 ms [2022-03-28 03:04:22 main:574] : INFO : Epoch 1878 | loss: 0.0310897 | val_loss: 0.0312115 | Time: 5403.52 ms [2022-03-28 03:04:28 main:574] : INFO : Epoch 1879 | loss: 0.0310924 | val_loss: 0.0311958 | Time: 5409.31 ms [2022-03-28 03:04:33 main:574] : INFO : Epoch 1880 | loss: 0.031089 | val_loss: 0.0312058 | Time: 5419.74 ms [2022-03-28 03:04:39 main:574] : INFO : Epoch 1881 | loss: 0.0310853 | val_loss: 0.0312046 | Time: 5507.03 ms [2022-03-28 03:04:45 main:574] : INFO : Epoch 1882 | loss: 0.0310836 | val_loss: 0.0311998 | Time: 5903.03 ms [2022-03-28 03:04:50 main:574] : INFO : Epoch 1883 | loss: 0.0310838 | val_loss: 0.0312122 | Time: 5429.04 ms [2022-03-28 03:04:56 main:574] : INFO : Epoch 1884 | loss: 0.0310905 | val_loss: 0.0312014 | Time: 5509.57 ms [2022-03-28 03:05:02 main:574] : INFO : Epoch 1885 | loss: 0.0310888 | val_loss: 0.0311986 | Time: 6290.11 ms [2022-03-28 03:05:08 main:574] : INFO : Epoch 1886 | loss: 0.0310889 | val_loss: 0.0312037 | Time: 5997.81 ms [2022-03-28 03:05:14 main:574] : INFO : Epoch 1887 | loss: 0.0310845 | val_loss: 0.0312003 | Time: 5700.82 ms [2022-03-28 03:05:19 main:574] : INFO : Epoch 1888 | loss: 0.0310824 | val_loss: 0.0311968 | Time: 5449.09 ms [2022-03-28 03:05:25 main:574] : INFO : Epoch 1889 | loss: 0.0310854 | val_loss: 0.0312088 | Time: 5406.99 ms [2022-03-28 03:05:30 main:574] : INFO : Epoch 1890 | loss: 0.0310826 | val_loss: 0.0312068 | Time: 5360.31 ms [2022-03-28 03:05:35 main:574] : INFO : Epoch 1891 | loss: 0.031088 | val_loss: 0.0312039 | Time: 5396.87 ms [2022-03-28 03:05:41 main:574] : INFO : Epoch 1892 | loss: 0.031087 | val_loss: 0.031204 | Time: 5422.39 ms [2022-03-28 03:05:46 main:574] : INFO : Epoch 1893 | loss: 0.0310859 | val_loss: 0.0312084 | Time: 5387.36 ms [2022-03-28 03:05:52 main:574] : INFO : Epoch 1894 | loss: 0.0310851 | val_loss: 0.0312017 | Time: 5369.22 ms [2022-03-28 03:05:57 main:574] : INFO : Epoch 1895 | loss: 0.031089 | val_loss: 0.031194 | Time: 5391.5 ms [2022-03-28 03:06:02 main:574] : INFO : Epoch 1896 | loss: 0.031091 | val_loss: 0.0312034 | Time: 5401.01 ms [2022-03-28 03:06:08 main:574] : INFO : Epoch 1897 | loss: 0.0310889 | val_loss: 0.0312018 | Time: 5820.68 ms [2022-03-28 03:06:14 main:574] : INFO : Epoch 1898 | loss: 0.0310899 | val_loss: 0.0312139 | Time: 5572.99 ms [2022-03-28 03:06:19 main:574] : INFO : Epoch 1899 | loss: 0.03109 | val_loss: 0.0312005 | Time: 5414.27 ms [2022-03-28 03:06:25 main:574] : INFO : Epoch 1900 | loss: 0.0310851 | val_loss: 0.0311986 | Time: 5381.68 ms [2022-03-28 03:06:30 main:574] : INFO : Epoch 1901 | loss: 0.031081 | val_loss: 0.031202 | Time: 5331.19 ms [2022-03-28 03:06:35 main:574] : INFO : Epoch 1902 | loss: 0.031083 | val_loss: 0.0312019 | Time: 5403.5 ms [2022-03-28 03:06:41 main:574] : INFO : Epoch 1903 | loss: 0.0310839 | val_loss: 0.0312065 | Time: 5387.1 ms [2022-03-28 03:06:46 main:574] : INFO : Epoch 1904 | loss: 0.0310868 | val_loss: 0.0312039 | Time: 5422.39 ms [2022-03-28 03:06:52 main:574] : INFO : Epoch 1905 | loss: 0.0310922 | val_loss: 0.0312057 | Time: 5434.66 ms [2022-03-28 03:06:57 main:574] : INFO : Epoch 1906 | loss: 0.0310866 | val_loss: 0.0312125 | Time: 5389.05 ms [2022-03-28 03:07:02 main:574] : INFO : Epoch 1907 | loss: 0.0310867 | val_loss: 0.0311941 | Time: 5391.51 ms [2022-03-28 03:07:08 main:574] : INFO : Epoch 1908 | loss: 0.0310942 | val_loss: 0.0312047 | Time: 5512.58 ms [2022-03-28 03:07:14 main:574] : INFO : Epoch 1909 | loss: 0.0310979 | val_loss: 0.0312027 | Time: 5660 ms [2022-03-28 03:07:19 main:574] : INFO : Epoch 1910 | loss: 0.031107 | val_loss: 0.0311991 | Time: 5941.8 ms [2022-03-28 03:07:26 main:574] : INFO : Epoch 1911 | loss: 0.0311199 | val_loss: 0.03119 | Time: 6114.6 ms [2022-03-28 03:07:32 main:574] : INFO : Epoch 1912 | loss: 0.031114 | val_loss: 0.0311967 | Time: 6394.59 ms [2022-03-28 03:07:38 main:574] : INFO : Epoch 1913 | loss: 0.0311242 | val_loss: 0.031187 | Time: 5694.04 ms [2022-03-28 03:07:43 main:574] : INFO : Epoch 1914 | loss: 0.0311255 | val_loss: 0.0311812 | Time: 5628.06 ms [2022-03-28 03:07:49 main:574] : INFO : Epoch 1915 | loss: 0.0311139 | val_loss: 0.0311954 | Time: 5453.21 ms [2022-03-28 03:07:54 main:574] : INFO : Epoch 1916 | loss: 0.0311065 | val_loss: 0.0312004 | Time: 5423.15 ms [2022-03-28 03:08:00 main:574] : INFO : Epoch 1917 | loss: 0.0311406 | val_loss: 0.0311868 | Time: 5436.33 ms [2022-03-28 03:08:05 main:574] : INFO : Epoch 1918 | loss: 0.0311612 | val_loss: 0.031178 | Time: 5366.65 ms [2022-03-28 03:08:10 main:574] : INFO : Epoch 1919 | loss: 0.0311441 | val_loss: 0.0311777 | Time: 5431.75 ms [2022-03-28 03:08:16 main:574] : INFO : Epoch 1920 | loss: 0.0311381 | val_loss: 0.0311706 | Time: 5396.2 ms [2022-03-28 03:08:21 main:574] : INFO : Epoch 1921 | loss: 0.0311309 | val_loss: 0.0311737 | Time: 5384.32 ms [2022-03-28 03:08:27 main:574] : INFO : Epoch 1922 | loss: 0.0311272 | val_loss: 0.031179 | Time: 5458.23 ms [2022-03-28 03:08:32 main:574] : INFO : Epoch 1923 | loss: 0.0311234 | val_loss: 0.0311761 | Time: 5415.51 ms [2022-03-28 03:08:38 main:574] : INFO : Epoch 1924 | loss: 0.0311223 | val_loss: 0.031177 | Time: 5438.33 ms [2022-03-28 03:08:43 main:574] : INFO : Epoch 1925 | loss: 0.0311231 | val_loss: 0.031179 | Time: 5406.5 ms [2022-03-28 03:08:48 main:574] : INFO : Epoch 1926 | loss: 0.0311175 | val_loss: 0.0311785 | Time: 5402.9 ms [2022-03-28 03:08:54 main:574] : INFO : Epoch 1927 | loss: 0.0311145 | val_loss: 0.0311828 | Time: 5416.62 ms [2022-03-28 03:08:59 main:574] : INFO : Epoch 1928 | loss: 0.0311126 | val_loss: 0.0311853 | Time: 5364.2 ms [2022-03-28 03:09:05 main:574] : INFO : Epoch 1929 | loss: 0.0311116 | val_loss: 0.0311855 | Time: 5403.55 ms [2022-03-28 03:09:10 main:574] : INFO : Epoch 1930 | loss: 0.0311094 | val_loss: 0.0311841 | Time: 5446.84 ms [2022-03-28 03:09:15 main:574] : INFO : Epoch 1931 | loss: 0.0311084 | val_loss: 0.0311848 | Time: 5385.11 ms [2022-03-28 03:09:21 main:574] : INFO : Epoch 1932 | loss: 0.031105 | val_loss: 0.0311863 | Time: 5782.2 ms [2022-03-28 03:09:27 main:574] : INFO : Epoch 1933 | loss: 0.0311047 | val_loss: 0.0311872 | Time: 5445.29 ms [2022-03-28 03:09:32 main:574] : INFO : Epoch 1934 | loss: 0.031114 | val_loss: 0.0311833 | Time: 5433.08 ms [2022-03-28 03:09:38 main:574] : INFO : Epoch 1935 | loss: 0.0311125 | val_loss: 0.0311851 | Time: 5396.98 ms [2022-03-28 03:09:43 main:574] : INFO : Epoch 1936 | loss: 0.0311069 | val_loss: 0.0311905 | Time: 5376.26 ms [2022-03-28 03:09:48 main:574] : INFO : Epoch 1937 | loss: 0.0311072 | val_loss: 0.03119 | Time: 5426.59 ms [2022-03-28 03:09:54 main:574] : INFO : Epoch 1938 | loss: 0.03111 | val_loss: 0.0311934 | Time: 5462.24 ms [2022-03-28 03:09:59 main:574] : INFO : Epoch 1939 | loss: 0.0311058 | val_loss: 0.0311879 | Time: 5377.99 ms [2022-03-28 03:10:05 main:574] : INFO : Epoch 1940 | loss: 0.031103 | val_loss: 0.0311878 | Time: 5428.54 ms [2022-03-28 03:10:10 main:574] : INFO : Epoch 1941 | loss: 0.0311145 | val_loss: 0.0312016 | Time: 5377.21 ms [2022-03-28 03:10:15 main:574] : INFO : Epoch 1942 | loss: 0.0311125 | val_loss: 0.0311881 | Time: 5409.21 ms [2022-03-28 03:10:21 main:574] : INFO : Epoch 1943 | loss: 0.0311095 | val_loss: 0.0311924 | Time: 5429.2 ms [2022-03-28 03:10:26 main:574] : INFO : Epoch 1944 | loss: 0.0311067 | val_loss: 0.031196 | Time: 5429.95 ms [2022-03-28 03:10:32 main:574] : INFO : Epoch 1945 | loss: 0.0311083 | val_loss: 0.0311853 | Time: 5438.87 ms [2022-03-28 03:10:37 main:574] : INFO : Epoch 1946 | loss: 0.0311071 | val_loss: 0.0311875 | Time: 5341.6 ms [2022-03-28 03:10:42 main:574] : INFO : Epoch 1947 | loss: 0.0311042 | val_loss: 0.0311894 | Time: 5386.25 ms [2022-03-28 03:10:48 main:574] : INFO : Epoch 1948 | loss: 0.0311004 | val_loss: 0.0311913 | Time: 5443.73 ms [2022-03-28 03:10:53 main:574] : INFO : Epoch 1949 | loss: 0.0310999 | val_loss: 0.0311994 | Time: 5333.43 ms [2022-03-28 03:10:59 main:574] : INFO : Epoch 1950 | loss: 0.0310984 | val_loss: 0.03119 | Time: 5377.11 ms [2022-03-28 03:11:04 main:574] : INFO : Epoch 1951 | loss: 0.031103 | val_loss: 0.0311893 | Time: 5591.91 ms [2022-03-28 03:11:10 main:574] : INFO : Epoch 1952 | loss: 0.031109 | val_loss: 0.0311945 | Time: 5607.21 ms [2022-03-28 03:11:15 main:574] : INFO : Epoch 1953 | loss: 0.0311047 | val_loss: 0.0312237 | Time: 5383.95 ms [2022-03-28 03:11:21 main:574] : INFO : Epoch 1954 | loss: 0.0311042 | val_loss: 0.0311973 | Time: 5388.55 ms [2022-03-28 03:11:26 main:574] : INFO : Epoch 1955 | loss: 0.031092 | val_loss: 0.031202 | Time: 5352.84 ms [2022-03-28 03:11:31 main:574] : INFO : Epoch 1956 | loss: 0.0310946 | val_loss: 0.0311953 | Time: 5441.1 ms [2022-03-28 03:11:37 main:574] : INFO : Epoch 1957 | loss: 0.0310921 | val_loss: 0.0312087 | Time: 5341.19 ms [2022-03-28 03:11:42 main:574] : INFO : Epoch 1958 | loss: 0.0310951 | val_loss: 0.0311885 | Time: 5400.55 ms [2022-03-28 03:11:48 main:574] : INFO : Epoch 1959 | loss: 0.0310908 | val_loss: 0.0312042 | Time: 5381.61 ms [2022-03-28 03:11:54 main:574] : INFO : Epoch 1960 | loss: 0.0311169 | val_loss: 0.0311888 | Time: 6095.21 ms [2022-03-28 03:11:59 main:574] : INFO : Epoch 1961 | loss: 0.0311199 | val_loss: 0.0311844 | Time: 5381.17 ms [2022-03-28 03:12:05 main:574] : INFO : Epoch 1962 | loss: 0.031113 | val_loss: 0.0311985 | Time: 5431.89 ms [2022-03-28 03:12:10 main:574] : INFO : Epoch 1963 | loss: 0.0311108 | val_loss: 0.0311924 | Time: 5417.67 ms [2022-03-28 03:12:15 main:574] : INFO : Epoch 1964 | loss: 0.0311092 | val_loss: 0.0311906 | Time: 5388.72 ms [2022-03-28 03:12:21 main:574] : INFO : Epoch 1965 | loss: 0.0311095 | val_loss: 0.0311967 | Time: 5372.09 ms [2022-03-28 03:12:26 main:574] : INFO : Epoch 1966 | loss: 0.0311021 | val_loss: 0.0311921 | Time: 5396.07 ms [2022-03-28 03:12:32 main:574] : INFO : Epoch 1967 | loss: 0.0311002 | val_loss: 0.031193 | Time: 5607.13 ms [2022-03-28 03:12:37 main:574] : INFO : Epoch 1968 | loss: 0.0310936 | val_loss: 0.0311975 | Time: 5458.86 ms [2022-03-28 03:12:43 main:574] : INFO : Epoch 1969 | loss: 0.0310905 | val_loss: 0.0311987 | Time: 5399.73 ms [2022-03-28 03:12:48 main:574] : INFO : Epoch 1970 | loss: 0.0310943 | val_loss: 0.0311951 | Time: 5731.69 ms [2022-03-28 03:12:54 main:574] : INFO : Epoch 1971 | loss: 0.0310965 | val_loss: 0.0312076 | Time: 5696.34 ms [2022-03-28 03:12:59 main:574] : INFO : Epoch 1972 | loss: 0.0310944 | val_loss: 0.0312004 | Time: 5389.69 ms [2022-03-28 03:13:05 main:574] : INFO : Epoch 1973 | loss: 0.0310941 | val_loss: 0.0311964 | Time: 5385.37 ms [2022-03-28 03:13:10 main:574] : INFO : Epoch 1974 | loss: 0.0310965 | val_loss: 0.0312038 | Time: 5392.66 ms [2022-03-28 03:13:16 main:574] : INFO : Epoch 1975 | loss: 0.0310948 | val_loss: 0.0312072 | Time: 5404.73 ms [2022-03-28 03:13:21 main:574] : INFO : Epoch 1976 | loss: 0.0310908 | val_loss: 0.0311983 | Time: 5414.51 ms [2022-03-28 03:13:27 main:574] : INFO : Epoch 1977 | loss: 0.0310926 | val_loss: 0.0312016 | Time: 5420.81 ms [2022-03-28 03:13:32 main:574] : INFO : Epoch 1978 | loss: 0.0310873 | val_loss: 0.0312084 | Time: 5773.22 ms [2022-03-28 03:13:38 main:574] : INFO : Epoch 1979 | loss: 0.0310888 | val_loss: 0.0312007 | Time: 5378.92 ms [2022-03-28 03:13:43 main:574] : INFO : Epoch 1980 | loss: 0.0310891 | val_loss: 0.0312099 | Time: 5400.51 ms [2022-03-28 03:13:48 main:574] : INFO : Epoch 1981 | loss: 0.0310862 | val_loss: 0.0312061 | Time: 5339.33 ms [2022-03-28 03:13:54 main:574] : INFO : Epoch 1982 | loss: 0.0310873 | val_loss: 0.0311994 | Time: 5402.22 ms [2022-03-28 03:13:59 main:574] : INFO : Epoch 1983 | loss: 0.0310934 | val_loss: 0.0312092 | Time: 5397.62 ms [2022-03-28 03:14:05 main:574] : INFO : Epoch 1984 | loss: 0.0310945 | val_loss: 0.0311928 | Time: 5384.88 ms [2022-03-28 03:14:10 main:574] : INFO : Epoch 1985 | loss: 0.0310948 | val_loss: 0.0311982 | Time: 5397.46 ms [2022-03-28 03:14:15 main:574] : INFO : Epoch 1986 | loss: 0.0310887 | val_loss: 0.0312108 | Time: 5386.79 ms [2022-03-28 03:14:21 main:574] : INFO : Epoch 1987 | loss: 0.0310865 | val_loss: 0.0312007 | Time: 5398 ms [2022-03-28 03:14:26 main:574] : INFO : Epoch 1988 | loss: 0.0310827 | val_loss: 0.0312058 | Time: 5407.67 ms [2022-03-28 03:14:32 main:574] : INFO : Epoch 1989 | loss: 0.0310837 | val_loss: 0.0312007 | Time: 5904.05 ms [2022-03-28 03:14:38 main:574] : INFO : Epoch 1990 | loss: 0.0310849 | val_loss: 0.031204 | Time: 5764.77 ms [2022-03-28 03:14:43 main:574] : INFO : Epoch 1991 | loss: 0.0310848 | val_loss: 0.0312107 | Time: 5422.02 ms [2022-03-28 03:14:49 main:574] : INFO : Epoch 1992 | loss: 0.0310863 | val_loss: 0.0312031 | Time: 5425.21 ms [2022-03-28 03:14:54 main:574] : INFO : Epoch 1993 | loss: 0.0310861 | val_loss: 0.0312067 | Time: 5415.63 ms [2022-03-28 03:15:00 main:574] : INFO : Epoch 1994 | loss: 0.0310863 | val_loss: 0.0311983 | Time: 5478.33 ms [2022-03-28 03:15:05 main:574] : INFO : Epoch 1995 | loss: 0.0310916 | val_loss: 0.0312021 | Time: 5440.66 ms [2022-03-28 03:15:11 main:574] : INFO : Epoch 1996 | loss: 0.0310881 | val_loss: 0.031199 | Time: 5455.76 ms [2022-03-28 03:15:16 main:574] : INFO : Epoch 1997 | loss: 0.0310871 | val_loss: 0.0312051 | Time: 5418.79 ms [2022-03-28 03:15:22 main:574] : INFO : Epoch 1998 | loss: 0.0310848 | val_loss: 0.0312051 | Time: 5740.71 ms [2022-03-28 03:15:28 main:574] : INFO : Epoch 1999 | loss: 0.0310891 | val_loss: 0.031199 | Time: 6112.72 ms [2022-03-28 03:15:34 main:574] : INFO : Epoch 2000 | loss: 0.0310879 | val_loss: 0.0312076 | Time: 5631.71 ms [2022-03-28 03:15:39 main:574] : INFO : Epoch 2001 | loss: 0.0310861 | val_loss: 0.0312046 | Time: 5416.96 ms [2022-03-28 03:15:44 main:574] : INFO : Epoch 2002 | loss: 0.0310849 | val_loss: 0.0311992 | Time: 5473.02 ms [2022-03-28 03:15:50 main:574] : INFO : Epoch 2003 | loss: 0.0310851 | val_loss: 0.0312057 | Time: 5444.55 ms [2022-03-28 03:15:55 main:574] : INFO : Epoch 2004 | loss: 0.0310869 | val_loss: 0.0312105 | Time: 5469.64 ms [2022-03-28 03:16:01 main:574] : INFO : Epoch 2005 | loss: 0.0310869 | val_loss: 0.0312208 | Time: 5418.1 ms [2022-03-28 03:16:07 main:574] : INFO : Epoch 2006 | loss: 0.0310907 | val_loss: 0.0312017 | Time: 5954.78 ms [2022-03-28 03:16:12 main:574] : INFO : Epoch 2007 | loss: 0.031093 | val_loss: 0.0312052 | Time: 5414.63 ms [2022-03-28 03:16:18 main:574] : INFO : Epoch 2008 | loss: 0.0310928 | val_loss: 0.0312072 | Time: 5571.15 ms [2022-03-28 03:16:24 main:574] : INFO : Epoch 2009 | loss: 0.0310983 | val_loss: 0.0311985 | Time: 5779.79 ms [2022-03-28 03:16:29 main:574] : INFO : Epoch 2010 | loss: 0.0310973 | val_loss: 0.0311917 | Time: 5960.55 ms [2022-03-28 03:16:35 main:574] : INFO : Epoch 2011 | loss: 0.0310909 | val_loss: 0.0311949 | Time: 5436.03 ms [2022-03-28 03:16:40 main:574] : INFO : Epoch 2012 | loss: 0.0311076 | val_loss: 0.031219 | Time: 5453.74 ms [2022-03-28 03:16:46 main:574] : INFO : Epoch 2013 | loss: 0.0355222 | val_loss: 0.0319501 | Time: 5389.17 ms [2022-03-28 03:16:51 main:574] : INFO : Epoch 2014 | loss: 0.0417802 | val_loss: 0.0369443 | Time: 5423.06 ms [2022-03-28 03:16:57 main:574] : INFO : Epoch 2015 | loss: 0.0334473 | val_loss: 0.03228 | Time: 5411.73 ms [2022-03-28 03:17:02 main:574] : INFO : Epoch 2016 | loss: 0.0315311 | val_loss: 0.0313718 | Time: 5401.34 ms [2022-03-28 03:17:07 main:574] : INFO : Epoch 2017 | loss: 0.031295 | val_loss: 0.0312646 | Time: 5399.04 ms [2022-03-28 03:17:13 main:574] : INFO : Epoch 2018 | loss: 0.0312563 | val_loss: 0.031255 | Time: 5525.18 ms [2022-03-28 03:17:18 main:574] : INFO : Epoch 2019 | loss: 0.0312505 | val_loss: 0.0312481 | Time: 5392.52 ms [2022-03-28 03:17:24 main:574] : INFO : Epoch 2020 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 5411.54 ms [2022-03-28 03:17:29 main:574] : INFO : Epoch 2021 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 5438.07 ms [2022-03-28 03:17:35 main:574] : INFO : Epoch 2022 | loss: 0.031244 | val_loss: 0.0312425 | Time: 5431.48 ms [2022-03-28 03:17:40 main:574] : INFO : Epoch 2023 | loss: 0.0312412 | val_loss: 0.0312397 | Time: 5363.48 ms [2022-03-28 03:17:45 main:574] : INFO : Epoch 2024 | loss: 0.0312384 | val_loss: 0.0312375 | Time: 5432.57 ms [2022-03-28 03:17:51 main:574] : INFO : Epoch 2025 | loss: 0.0312359 | val_loss: 0.031235 | Time: 5363.62 ms [2022-03-28 03:17:56 main:574] : INFO : Epoch 2026 | loss: 0.0312341 | val_loss: 0.0312315 | Time: 5411.68 ms [2022-03-28 03:18:02 main:574] : INFO : Epoch 2027 | loss: 0.0312302 | val_loss: 0.0312284 | Time: 5424.82 ms [2022-03-28 03:18:07 main:574] : INFO : Epoch 2028 | loss: 0.0312256 | val_loss: 0.0312216 | Time: 5740.13 ms [2022-03-28 03:18:13 main:574] : INFO : Epoch 2029 | loss: 0.0312191 | val_loss: 0.0312153 | Time: 5875.84 ms [2022-03-28 03:18:19 main:574] : INFO : Epoch 2030 | loss: 0.0312124 | val_loss: 0.0312096 | Time: 5986.64 ms [2022-03-28 03:18:25 main:574] : INFO : Epoch 2031 | loss: 0.0312072 | val_loss: 0.0312039 | Time: 5545.5 ms [2022-03-28 03:18:30 main:574] : INFO : Epoch 2032 | loss: 0.0312026 | val_loss: 0.0312 | Time: 5371.37 ms [2022-03-28 03:18:36 main:574] : INFO : Epoch 2033 | loss: 0.0311993 | val_loss: 0.0311944 | Time: 5324.66 ms [2022-03-28 03:18:41 main:574] : INFO : Epoch 2034 | loss: 0.031194 | val_loss: 0.0311894 | Time: 5377.12 ms [2022-03-28 03:18:46 main:574] : INFO : Epoch 2035 | loss: 0.0311904 | val_loss: 0.0311858 | Time: 5376.53 ms [2022-03-28 03:18:52 main:574] : INFO : Epoch 2036 | loss: 0.0311872 | val_loss: 0.0311837 | Time: 5412.11 ms [2022-03-28 03:18:57 main:574] : INFO : Epoch 2037 | loss: 0.0311849 | val_loss: 0.0311824 | Time: 5344.41 ms [2022-03-28 03:19:03 main:574] : INFO : Epoch 2038 | loss: 0.0311835 | val_loss: 0.0311798 | Time: 5420 ms [2022-03-28 03:19:08 main:574] : INFO : Epoch 2039 | loss: 0.0311811 | val_loss: 0.0311808 | Time: 5370.74 ms [2022-03-28 03:19:13 main:574] : INFO : Epoch 2040 | loss: 0.0311793 | val_loss: 0.0311773 | Time: 5370.63 ms [2022-03-28 03:19:19 main:574] : INFO : Epoch 2041 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 5394.59 ms [2022-03-28 03:19:24 main:574] : INFO : Epoch 2042 | loss: 0.0311755 | val_loss: 0.0311743 | Time: 5436.23 ms [2022-03-28 03:19:30 main:574] : INFO : Epoch 2043 | loss: 0.0311741 | val_loss: 0.0311746 | Time: 5424.29 ms [2022-03-28 03:19:35 main:574] : INFO : Epoch 2044 | loss: 0.0311725 | val_loss: 0.0311733 | Time: 5389.96 ms [2022-03-28 03:19:40 main:574] : INFO : Epoch 2045 | loss: 0.0311722 | val_loss: 0.031174 | Time: 5421.92 ms [2022-03-28 03:19:46 main:574] : INFO : Epoch 2046 | loss: 0.0311706 | val_loss: 0.0311719 | Time: 5408.11 ms [2022-03-28 03:19:51 main:574] : INFO : Epoch 2047 | loss: 0.0311688 | val_loss: 0.0311721 | Time: 5451.17 ms [2022-03-28 03:19:57 main:574] : INFO : Epoch 2048 | loss: 0.0311677 | val_loss: 0.0311685 | Time: 5409.38 ms [2022-03-28 03:19:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311685 [2022-03-28 03:19:57 main:603] : INFO : Saving end state to config to file [2022-03-28 03:19:57 main:608] : INFO : Success, exiting.. 03:19:57 (28596): 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)