Task 10025667
| Name | ParityModified-1639961846-9437-0_0 |
| Workunit | 7404303 |
| Created | 20 Dec 2021, 0:57:30 UTC |
| Sent | 4 Jan 2022, 19:21:47 UTC |
| Report deadline | 12 Jan 2022, 19:21:47 UTC |
| Received | 5 Jan 2022, 21:19:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14544 |
| Run time | 2 hours 4 min 54 sec |
| CPU time | 2 hours 2 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,199.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2022-01-05 21:44:41 main:574] : INFO : Epoch 1542 | loss: 0.0309982 | val_loss: 0.0313102 | Time: 4354.8 ms [2022-01-05 21:44:46 main:574] : INFO : Epoch 1543 | loss: 0.030999 | val_loss: 0.0313203 | Time: 4481.78 ms [2022-01-05 21:44:49 main:574] : INFO : Epoch 1544 | loss: 0.030992 | val_loss: 0.0313206 | Time: 3317.77 ms [2022-01-05 21:44:54 main:574] : INFO : Epoch 1545 | loss: 0.0309863 | val_loss: 0.0312897 | Time: 4983.68 ms [2022-01-05 21:44:58 main:574] : INFO : Epoch 1546 | loss: 0.0309953 | val_loss: 0.0313214 | Time: 3702.29 ms [2022-01-05 21:45:02 main:574] : INFO : Epoch 1547 | loss: 0.0309904 | val_loss: 0.0312993 | Time: 3843.3 ms [2022-01-05 21:45:07 main:574] : INFO : Epoch 1548 | loss: 0.0309968 | val_loss: 0.0312992 | Time: 5565.45 ms [2022-01-05 21:45:11 main:574] : INFO : Epoch 1549 | loss: 0.0309973 | val_loss: 0.0312993 | Time: 3345.06 ms [2022-01-05 21:45:15 main:574] : INFO : Epoch 1550 | loss: 0.0310072 | val_loss: 0.0312712 | Time: 4687.05 ms [2022-01-05 21:45:20 main:574] : INFO : Epoch 1551 | loss: 0.0310088 | val_loss: 0.0313549 | Time: 4328.08 ms [2022-01-05 21:45:23 main:574] : INFO : Epoch 1552 | loss: 0.031003 | val_loss: 0.0312934 | Time: 3516.18 ms [2022-01-05 21:45:28 main:574] : INFO : Epoch 1553 | loss: 0.0309984 | val_loss: 0.0313146 | Time: 4411.57 ms [2022-01-05 21:45:31 main:574] : INFO : Epoch 1554 | loss: 0.0309913 | val_loss: 0.0313203 | Time: 3928.32 ms [2022-01-05 21:45:36 main:574] : INFO : Epoch 1555 | loss: 0.0309876 | val_loss: 0.0313212 | Time: 4162.29 ms [2022-01-05 21:45:40 main:574] : INFO : Epoch 1556 | loss: 0.0309841 | val_loss: 0.0313289 | Time: 4729.19 ms [2022-01-05 21:45:44 main:574] : INFO : Epoch 1557 | loss: 0.0309919 | val_loss: 0.0313129 | Time: 3148.52 ms [2022-01-05 21:45:48 main:574] : INFO : Epoch 1558 | loss: 0.030998 | val_loss: 0.0313013 | Time: 4508.04 ms [2022-01-05 21:45:52 main:574] : INFO : Epoch 1559 | loss: 0.0309983 | val_loss: 0.0313216 | Time: 4182.04 ms [2022-01-05 21:45:56 main:574] : INFO : Epoch 1560 | loss: 0.0309951 | val_loss: 0.0312998 | Time: 3635.31 ms [2022-01-05 21:46:00 main:574] : INFO : Epoch 1561 | loss: 0.0309985 | val_loss: 0.0312791 | Time: 4536.86 ms [2022-01-05 21:46:04 main:574] : INFO : Epoch 1562 | loss: 0.0309987 | val_loss: 0.0312698 | Time: 3846.21 ms [2022-01-05 21:46:08 main:574] : INFO : Epoch 1563 | loss: 0.0309952 | val_loss: 0.0313055 | Time: 4187.88 ms [2022-01-05 21:46:13 main:574] : INFO : Epoch 1564 | loss: 0.0309879 | val_loss: 0.0313334 | Time: 4542.78 ms [2022-01-05 21:46:17 main:574] : INFO : Epoch 1565 | loss: 0.0310011 | val_loss: 0.0312793 | Time: 3819.1 ms [2022-01-05 21:46:22 main:574] : INFO : Epoch 1566 | loss: 0.0309955 | val_loss: 0.0313523 | Time: 4691.17 ms [2022-01-05 21:46:25 main:574] : INFO : Epoch 1567 | loss: 0.0309984 | val_loss: 0.0312962 | Time: 3699.19 ms [2022-01-05 21:46:30 main:574] : INFO : Epoch 1568 | loss: 0.0310097 | val_loss: 0.0312915 | Time: 4535.11 ms [2022-01-05 21:46:34 main:574] : INFO : Epoch 1569 | loss: 0.0309982 | val_loss: 0.0313332 | Time: 4490.04 ms [2022-01-05 21:46:38 main:574] : INFO : Epoch 1570 | loss: 0.0309891 | val_loss: 0.0313046 | Time: 3408.13 ms [2022-01-05 21:46:43 main:574] : INFO : Epoch 1571 | loss: 0.0309915 | val_loss: 0.0313451 | Time: 5095.54 ms [2022-01-05 21:46:47 main:574] : INFO : Epoch 1572 | loss: 0.0310019 | val_loss: 0.0312926 | Time: 3969.13 ms [2022-01-05 21:46:51 main:574] : INFO : Epoch 1573 | loss: 0.031002 | val_loss: 0.0313114 | Time: 4038 ms [2022-01-05 21:46:55 main:574] : INFO : Epoch 1574 | loss: 0.0309968 | val_loss: 0.0313478 | Time: 4567.66 ms [2022-01-05 21:46:59 main:574] : INFO : Epoch 1575 | loss: 0.0309917 | val_loss: 0.0313236 | Time: 3635.36 ms [2022-01-05 21:47:04 main:574] : INFO : Epoch 1576 | loss: 0.0309983 | val_loss: 0.0312936 | Time: 4528.09 ms [2022-01-05 21:47:08 main:574] : INFO : Epoch 1577 | loss: 0.0309938 | val_loss: 0.031284 | Time: 4449.21 ms [2022-01-05 21:47:11 main:574] : INFO : Epoch 1578 | loss: 0.0309897 | val_loss: 0.0313438 | Time: 3201.01 ms [2022-01-05 21:47:16 main:574] : INFO : Epoch 1579 | loss: 0.0309974 | val_loss: 0.031333 | Time: 5103.25 ms [2022-01-05 21:47:21 main:574] : INFO : Epoch 1580 | loss: 0.031011 | val_loss: 0.0313405 | Time: 4170.7 ms [2022-01-05 21:47:24 main:574] : INFO : Epoch 1581 | loss: 0.0309955 | val_loss: 0.0313004 | Time: 3776.87 ms [2022-01-05 21:47:29 main:574] : INFO : Epoch 1582 | loss: 0.0310033 | val_loss: 0.031262 | Time: 4959.48 ms [2022-01-05 21:47:33 main:574] : INFO : Epoch 1583 | loss: 0.0310117 | val_loss: 0.0313105 | Time: 3420.37 ms [2022-01-05 21:47:37 main:574] : INFO : Epoch 1584 | loss: 0.0310276 | val_loss: 0.0313173 | Time: 4197.19 ms [2022-01-05 21:47:42 main:574] : INFO : Epoch 1585 | loss: 0.0310007 | val_loss: 0.0313194 | Time: 4827.85 ms [2022-01-05 21:47:45 main:574] : INFO : Epoch 1586 | loss: 0.031002 | val_loss: 0.0313424 | Time: 3098.8 ms [2022-01-05 21:47:50 main:574] : INFO : Epoch 1587 | loss: 0.0310017 | val_loss: 0.0313168 | Time: 5115.13 ms [2022-01-05 21:47:54 main:574] : INFO : Epoch 1588 | loss: 0.0310148 | val_loss: 0.0313352 | Time: 4161.54 ms [2022-01-05 21:47:58 main:574] : INFO : Epoch 1589 | loss: 0.0309952 | val_loss: 0.0312997 | Time: 3745.71 ms [2022-01-05 21:48:03 main:574] : INFO : Epoch 1590 | loss: 0.0309916 | val_loss: 0.0313216 | Time: 4869.08 ms [2022-01-05 21:48:07 main:574] : INFO : Epoch 1591 | loss: 0.0309934 | val_loss: 0.0312804 | Time: 3665.68 ms [2022-01-05 21:48:11 main:574] : INFO : Epoch 1592 | loss: 0.0309941 | val_loss: 0.0312962 | Time: 4247.45 ms [2022-01-05 21:48:16 main:574] : INFO : Epoch 1593 | loss: 0.030999 | val_loss: 0.031342 | Time: 4738.63 ms [2022-01-05 21:48:19 main:574] : INFO : Epoch 1594 | loss: 0.031002 | val_loss: 0.0313081 | Time: 3225.2 ms [2022-01-05 21:48:23 main:574] : INFO : Epoch 1595 | loss: 0.0309998 | val_loss: 0.0312781 | Time: 4400.66 ms [2022-01-05 21:48:28 main:574] : INFO : Epoch 1596 | loss: 0.0310008 | val_loss: 0.0313533 | Time: 4709.58 ms [2022-01-05 21:48:31 main:574] : INFO : Epoch 1597 | loss: 0.0310016 | val_loss: 0.031297 | Time: 3217.35 ms [2022-01-05 21:48:36 main:574] : INFO : Epoch 1598 | loss: 0.0309872 | val_loss: 0.0313165 | Time: 4872.2 ms [2022-01-05 21:48:40 main:574] : INFO : Epoch 1599 | loss: 0.0309837 | val_loss: 0.0313042 | Time: 4303.83 ms [2022-01-05 21:48:44 main:574] : INFO : Epoch 1600 | loss: 0.0309882 | val_loss: 0.0312997 | Time: 3880.41 ms [2022-01-05 21:48:49 main:574] : INFO : Epoch 1601 | loss: 0.0309957 | val_loss: 0.0313119 | Time: 4818.21 ms [2022-01-05 21:48:53 main:574] : INFO : Epoch 1602 | loss: 0.0309902 | val_loss: 0.0313219 | Time: 3494.35 ms [2022-01-05 21:48:57 main:574] : INFO : Epoch 1603 | loss: 0.0309927 | val_loss: 0.0312712 | Time: 4097.43 ms [2022-01-05 21:49:02 main:574] : INFO : Epoch 1604 | loss: 0.0309979 | val_loss: 0.0313201 | Time: 4877.98 ms [2022-01-05 21:49:05 main:574] : INFO : Epoch 1605 | loss: 0.0309804 | val_loss: 0.0313263 | Time: 3317.05 ms [2022-01-05 21:49:09 main:574] : INFO : Epoch 1606 | loss: 0.0309814 | val_loss: 0.0312742 | Time: 4575.43 ms [2022-01-05 21:49:14 main:574] : INFO : Epoch 1607 | loss: 0.0309956 | val_loss: 0.0312964 | Time: 4525.26 ms [2022-01-05 21:49:17 main:574] : INFO : Epoch 1608 | loss: 0.0309919 | val_loss: 0.0313085 | Time: 2920.93 ms [2022-01-05 21:49:22 main:574] : INFO : Epoch 1609 | loss: 0.0309856 | val_loss: 0.0312889 | Time: 4896.11 ms [2022-01-05 21:49:26 main:574] : INFO : Epoch 1610 | loss: 0.0309961 | val_loss: 0.0313285 | Time: 4477.6 ms [2022-01-05 21:49:30 main:574] : INFO : Epoch 1611 | loss: 0.0309997 | val_loss: 0.0312875 | Time: 3876.24 ms [2022-01-05 21:49:35 main:574] : INFO : Epoch 1612 | loss: 0.0309967 | val_loss: 0.0312959 | Time: 4429.97 ms [2022-01-05 21:49:39 main:574] : INFO : Epoch 1613 | loss: 0.030995 | val_loss: 0.0312891 | Time: 3876.64 ms [2022-01-05 21:49:43 main:574] : INFO : Epoch 1614 | loss: 0.0309989 | val_loss: 0.0312936 | Time: 4375.87 ms [2022-01-05 21:49:47 main:574] : INFO : Epoch 1615 | loss: 0.0310084 | val_loss: 0.0313133 | Time: 4406.41 ms [2022-01-05 21:49:51 main:574] : INFO : Epoch 1616 | loss: 0.0309983 | val_loss: 0.0312982 | Time: 3555.87 ms [2022-01-05 21:49:55 main:574] : INFO : Epoch 1617 | loss: 0.0309806 | val_loss: 0.0313064 | Time: 4464.17 ms [2022-01-05 21:50:00 main:574] : INFO : Epoch 1618 | loss: 0.0309912 | val_loss: 0.0313332 | Time: 4176.8 ms [2022-01-05 21:50:04 main:574] : INFO : Epoch 1619 | loss: 0.0309885 | val_loss: 0.0313134 | Time: 4071.83 ms [2022-01-05 21:50:08 main:574] : INFO : Epoch 1620 | loss: 0.0309919 | val_loss: 0.031297 | Time: 4576.38 ms [2022-01-05 21:50:12 main:574] : INFO : Epoch 1621 | loss: 0.0309994 | val_loss: 0.0313246 | Time: 3941.27 ms [2022-01-05 21:50:17 main:574] : INFO : Epoch 1622 | loss: 0.0309965 | val_loss: 0.0313 | Time: 4413.45 ms [2022-01-05 21:50:21 main:574] : INFO : Epoch 1623 | loss: 0.0309905 | val_loss: 0.031315 | Time: 4467.91 ms [2022-01-05 21:50:25 main:574] : INFO : Epoch 1624 | loss: 0.0309845 | val_loss: 0.0313277 | Time: 3702.6 ms [2022-01-05 21:50:30 main:574] : INFO : Epoch 1625 | loss: 0.0309846 | val_loss: 0.0313207 | Time: 4802.17 ms [2022-01-05 21:50:34 main:574] : INFO : Epoch 1626 | loss: 0.0309908 | val_loss: 0.0313203 | Time: 4004.85 ms [2022-01-05 21:50:38 main:574] : INFO : Epoch 1627 | loss: 0.0309879 | val_loss: 0.0313306 | Time: 4318.61 ms [2022-01-05 21:50:42 main:574] : INFO : Epoch 1628 | loss: 0.0310077 | val_loss: 0.0313066 | Time: 3992.3 ms [2022-01-05 21:50:45 main:574] : INFO : Epoch 1629 | loss: 0.0310019 | val_loss: 0.0313179 | Time: 3380.36 ms [2022-01-05 21:50:50 main:574] : INFO : Epoch 1630 | loss: 0.0310284 | val_loss: 0.031314 | Time: 5013.9 ms [2022-01-05 21:50:55 main:574] : INFO : Epoch 1631 | loss: 0.0310139 | val_loss: 0.0312678 | Time: 4373.41 ms [2022-01-05 21:50:58 main:574] : INFO : Epoch 1632 | loss: 0.0310142 | val_loss: 0.0312815 | Time: 3726.05 ms [2022-01-05 21:51:03 main:574] : INFO : Epoch 1633 | loss: 0.0310028 | val_loss: 0.0312838 | Time: 4959.56 ms [2022-01-05 21:51:07 main:574] : INFO : Epoch 1634 | loss: 0.031002 | val_loss: 0.0313174 | Time: 3600.57 ms [2022-01-05 21:51:12 main:574] : INFO : Epoch 1635 | loss: 0.0309984 | val_loss: 0.0313261 | Time: 4475.73 ms [2022-01-05 21:51:16 main:574] : INFO : Epoch 1636 | loss: 0.0310004 | val_loss: 0.0312946 | Time: 4304.11 ms [2022-01-05 21:51:19 main:574] : INFO : Epoch 1637 | loss: 0.0310109 | val_loss: 0.0312938 | Time: 2907.55 ms [2022-01-05 21:51:23 main:574] : INFO : Epoch 1638 | loss: 0.0309983 | val_loss: 0.0313127 | Time: 4406.37 ms [2022-01-05 21:51:27 main:574] : INFO : Epoch 1639 | loss: 0.0309914 | val_loss: 0.0313072 | Time: 3779.84 ms [2022-01-05 21:51:30 main:574] : INFO : Epoch 1640 | loss: 0.0309902 | val_loss: 0.0313124 | Time: 3207.82 ms [2022-01-05 21:51:35 main:574] : INFO : Epoch 1641 | loss: 0.0309872 | val_loss: 0.0313222 | Time: 4595.97 ms [2022-01-05 21:51:38 main:574] : INFO : Epoch 1642 | loss: 0.0309925 | val_loss: 0.0313406 | Time: 3365.02 ms [2022-01-05 21:51:42 main:574] : INFO : Epoch 1643 | loss: 0.0309871 | val_loss: 0.0313663 | Time: 3921.34 ms [2022-01-05 21:51:46 main:574] : INFO : Epoch 1644 | loss: 0.0309924 | val_loss: 0.03132 | Time: 4167.74 ms [2022-01-05 21:51:49 main:574] : INFO : Epoch 1645 | loss: 0.0309946 | val_loss: 0.0313189 | Time: 3171.74 ms [2022-01-05 21:51:53 main:574] : INFO : Epoch 1646 | loss: 0.0310009 | val_loss: 0.0313191 | Time: 3994.36 ms [2022-01-05 21:51:57 main:574] : INFO : Epoch 1647 | loss: 0.0309903 | val_loss: 0.0313176 | Time: 3741.91 ms [2022-01-05 21:52:01 main:574] : INFO : Epoch 1648 | loss: 0.0309851 | val_loss: 0.0313007 | Time: 3527.66 ms [2022-01-05 21:52:05 main:574] : INFO : Epoch 1649 | loss: 0.0309861 | val_loss: 0.0313063 | Time: 4226.12 ms [2022-01-05 21:52:09 main:574] : INFO : Epoch 1650 | loss: 0.0310198 | val_loss: 0.0312983 | Time: 3624.35 ms [2022-01-05 21:52:13 main:574] : INFO : Epoch 1651 | loss: 0.0310052 | val_loss: 0.0312809 | Time: 4286.89 ms [2022-01-05 21:52:17 main:574] : INFO : Epoch 1652 | loss: 0.0310032 | val_loss: 0.0313003 | Time: 4476.19 ms [2022-01-05 21:52:20 main:574] : INFO : Epoch 1653 | loss: 0.0310079 | val_loss: 0.0313071 | Time: 2957.5 ms [2022-01-05 21:52:25 main:574] : INFO : Epoch 1654 | loss: 0.0310148 | val_loss: 0.0313122 | Time: 4196.58 ms [2022-01-05 21:52:29 main:574] : INFO : Epoch 1655 | loss: 0.0309974 | val_loss: 0.0313186 | Time: 4102.28 ms [2022-01-05 21:52:32 main:574] : INFO : Epoch 1656 | loss: 0.0309902 | val_loss: 0.0312727 | Time: 3084.03 ms [2022-01-05 21:52:36 main:574] : INFO : Epoch 1657 | loss: 0.0309975 | val_loss: 0.0312821 | Time: 4293.31 ms [2022-01-05 21:52:40 main:574] : INFO : Epoch 1658 | loss: 0.0309944 | val_loss: 0.0313222 | Time: 3928.59 ms [2022-01-05 21:52:44 main:574] : INFO : Epoch 1659 | loss: 0.0310043 | val_loss: 0.0312795 | Time: 3734.98 ms [2022-01-05 21:52:48 main:574] : INFO : Epoch 1660 | loss: 0.0309997 | val_loss: 0.0312584 | Time: 3801.44 ms [2022-01-05 21:52:51 main:574] : INFO : Epoch 1661 | loss: 0.0310311 | val_loss: 0.0312875 | Time: 3290.53 ms [2022-01-05 21:52:55 main:574] : INFO : Epoch 1662 | loss: 0.0310111 | val_loss: 0.031333 | Time: 4315.45 ms [2022-01-05 21:52:59 main:574] : INFO : Epoch 1663 | loss: 0.0309951 | val_loss: 0.0313293 | Time: 3760.35 ms [2022-01-05 21:53:03 main:574] : INFO : Epoch 1664 | loss: 0.0309839 | val_loss: 0.0312886 | Time: 3700.06 ms [2022-01-05 21:53:07 main:574] : INFO : Epoch 1665 | loss: 0.0309833 | val_loss: 0.0313389 | Time: 4144.21 ms [2022-01-05 21:53:11 main:574] : INFO : Epoch 1666 | loss: 0.0309904 | val_loss: 0.0312851 | Time: 3738.33 ms [2022-01-05 21:53:15 main:574] : INFO : Epoch 1667 | loss: 0.0310024 | val_loss: 0.0312988 | Time: 4116.15 ms [2022-01-05 21:53:19 main:574] : INFO : Epoch 1668 | loss: 0.0310144 | val_loss: 0.0313044 | Time: 3958.18 ms [2022-01-05 21:53:22 main:574] : INFO : Epoch 1669 | loss: 0.0310244 | val_loss: 0.0313113 | Time: 3469.87 ms [2022-01-05 21:53:27 main:574] : INFO : Epoch 1670 | loss: 0.031009 | val_loss: 0.0312833 | Time: 4380.5 ms [2022-01-05 21:53:30 main:574] : INFO : Epoch 1671 | loss: 0.0309993 | val_loss: 0.0313499 | Time: 3390.71 ms [2022-01-05 21:53:34 main:574] : INFO : Epoch 1672 | loss: 0.0309915 | val_loss: 0.0313502 | Time: 3903.15 ms [2022-01-05 21:53:38 main:574] : INFO : Epoch 1673 | loss: 0.0309911 | val_loss: 0.0313093 | Time: 4187.22 ms [2022-01-05 21:53:41 main:574] : INFO : Epoch 1674 | loss: 0.0310053 | val_loss: 0.0312867 | Time: 3285.02 ms [2022-01-05 21:53:46 main:574] : INFO : Epoch 1675 | loss: 0.0310198 | val_loss: 0.031265 | Time: 4301.57 ms [2022-01-05 21:53:50 main:574] : INFO : Epoch 1676 | loss: 0.0309991 | val_loss: 0.0313105 | Time: 4128.52 ms [2022-01-05 21:53:53 main:574] : INFO : Epoch 1677 | loss: 0.0309923 | val_loss: 0.0313045 | Time: 2849.33 ms [2022-01-05 21:53:57 main:574] : INFO : Epoch 1678 | loss: 0.030981 | val_loss: 0.0313248 | Time: 4572.13 ms [2022-01-05 21:54:01 main:574] : INFO : Epoch 1679 | loss: 0.0310035 | val_loss: 0.031254 | Time: 3551.75 ms [2022-01-05 21:54:04 main:574] : INFO : Epoch 1680 | loss: 0.0310345 | val_loss: 0.0312647 | Time: 3282.3 ms [2022-01-05 21:54:09 main:574] : INFO : Epoch 1681 | loss: 0.0310099 | val_loss: 0.0312751 | Time: 4507.27 ms [2022-01-05 21:54:12 main:574] : INFO : Epoch 1682 | loss: 0.0309954 | val_loss: 0.0313001 | Time: 3493.43 ms [2022-01-05 21:54:16 main:574] : INFO : Epoch 1683 | loss: 0.0310042 | val_loss: 0.0312987 | Time: 4024.73 ms [2022-01-05 21:54:20 main:574] : INFO : Epoch 1684 | loss: 0.0310319 | val_loss: 0.0313185 | Time: 3986.75 ms [2022-01-05 21:54:23 main:574] : INFO : Epoch 1685 | loss: 0.0310137 | val_loss: 0.0313091 | Time: 3060.84 ms [2022-01-05 21:54:27 main:574] : INFO : Epoch 1686 | loss: 0.0310045 | val_loss: 0.0313305 | Time: 4252.64 ms [2022-01-05 21:54:31 main:574] : INFO : Epoch 1687 | loss: 0.0310253 | val_loss: 0.0313656 | Time: 3894.32 ms [2022-01-05 21:54:34 main:574] : INFO : Epoch 1688 | loss: 0.0310126 | val_loss: 0.031334 | Time: 3003.44 ms [2022-01-05 21:54:39 main:574] : INFO : Epoch 1689 | loss: 0.0309892 | val_loss: 0.0313132 | Time: 4490.54 ms [2022-01-05 21:54:42 main:574] : INFO : Epoch 1690 | loss: 0.0309882 | val_loss: 0.0312905 | Time: 3644.58 ms [2022-01-05 21:54:46 main:574] : INFO : Epoch 1691 | loss: 0.0309863 | val_loss: 0.0313023 | Time: 3378.44 ms [2022-01-05 21:54:51 main:574] : INFO : Epoch 1692 | loss: 0.0309923 | val_loss: 0.0313392 | Time: 4640.86 ms [2022-01-05 21:54:54 main:574] : INFO : Epoch 1693 | loss: 0.0309942 | val_loss: 0.0312796 | Time: 3009.34 ms [2022-01-05 21:54:57 main:574] : INFO : Epoch 1694 | loss: 0.0310044 | val_loss: 0.0313056 | Time: 3666.11 ms [2022-01-05 21:55:02 main:574] : INFO : Epoch 1695 | loss: 0.0309949 | val_loss: 0.0312673 | Time: 4339.1 ms [2022-01-05 21:55:04 main:574] : INFO : Epoch 1696 | loss: 0.0310088 | val_loss: 0.0313468 | Time: 2865.06 ms [2022-01-05 21:55:09 main:574] : INFO : Epoch 1697 | loss: 0.0309933 | val_loss: 0.031297 | Time: 4048.99 ms [2022-01-05 21:55:13 main:574] : INFO : Epoch 1698 | loss: 0.0309892 | val_loss: 0.0313239 | Time: 4273.74 ms [2022-01-05 21:55:16 main:574] : INFO : Epoch 1699 | loss: 0.0309905 | val_loss: 0.0313472 | Time: 3021.96 ms [2022-01-05 21:55:20 main:574] : INFO : Epoch 1700 | loss: 0.0309914 | val_loss: 0.0312935 | Time: 4439.49 ms [2022-01-05 21:55:24 main:574] : INFO : Epoch 1701 | loss: 0.0309862 | val_loss: 0.0313418 | Time: 3625.09 ms [2022-01-05 21:55:27 main:574] : INFO : Epoch 1702 | loss: 0.0309845 | val_loss: 0.0312906 | Time: 3344.91 ms [2022-01-05 21:55:32 main:574] : INFO : Epoch 1703 | loss: 0.0309935 | val_loss: 0.0313357 | Time: 4442.23 ms [2022-01-05 21:55:35 main:574] : INFO : Epoch 1704 | loss: 0.030984 | val_loss: 0.0312988 | Time: 3272 ms [2022-01-05 21:55:39 main:574] : INFO : Epoch 1705 | loss: 0.0309856 | val_loss: 0.0313075 | Time: 3779.49 ms [2022-01-05 21:55:43 main:574] : INFO : Epoch 1706 | loss: 0.0309998 | val_loss: 0.031316 | Time: 4173.36 ms [2022-01-05 21:55:46 main:574] : INFO : Epoch 1707 | loss: 0.0310015 | val_loss: 0.0313494 | Time: 3138.66 ms [2022-01-05 21:55:50 main:574] : INFO : Epoch 1708 | loss: 0.0310071 | val_loss: 0.031264 | Time: 4154.01 ms [2022-01-05 21:55:55 main:574] : INFO : Epoch 1709 | loss: 0.0310853 | val_loss: 0.0312569 | Time: 4234.71 ms [2022-01-05 21:55:58 main:574] : INFO : Epoch 1710 | loss: 0.0310733 | val_loss: 0.0312597 | Time: 3052.36 ms [2022-01-05 21:56:02 main:574] : INFO : Epoch 1711 | loss: 0.031024 | val_loss: 0.0312729 | Time: 4328.58 ms [2022-01-05 21:56:06 main:574] : INFO : Epoch 1712 | loss: 0.0310118 | val_loss: 0.0313092 | Time: 3861.47 ms [2022-01-05 21:56:09 main:574] : INFO : Epoch 1713 | loss: 0.0310073 | val_loss: 0.0313118 | Time: 3406.77 ms [2022-01-05 21:56:14 main:574] : INFO : Epoch 1714 | loss: 0.0310057 | val_loss: 0.0312823 | Time: 4306.27 ms [2022-01-05 21:56:18 main:574] : INFO : Epoch 1715 | loss: 0.0310027 | val_loss: 0.0313 | Time: 4162.37 ms [2022-01-05 21:56:22 main:574] : INFO : Epoch 1716 | loss: 0.0310069 | val_loss: 0.0313487 | Time: 4298.78 ms [2022-01-05 21:56:27 main:574] : INFO : Epoch 1717 | loss: 0.0310034 | val_loss: 0.0312889 | Time: 4838.09 ms [2022-01-05 21:56:30 main:574] : INFO : Epoch 1718 | loss: 0.0309912 | val_loss: 0.0312972 | Time: 3175.64 ms [2022-01-05 21:56:35 main:574] : INFO : Epoch 1719 | loss: 0.0309858 | val_loss: 0.0313182 | Time: 4742.67 ms [2022-01-05 21:56:39 main:574] : INFO : Epoch 1720 | loss: 0.030989 | val_loss: 0.0312998 | Time: 4359.03 ms [2022-01-05 21:56:43 main:574] : INFO : Epoch 1721 | loss: 0.030998 | val_loss: 0.0313372 | Time: 3683.45 ms [2022-01-05 21:56:48 main:574] : INFO : Epoch 1722 | loss: 0.0309996 | val_loss: 0.0312776 | Time: 4643.59 ms [2022-01-05 21:56:51 main:574] : INFO : Epoch 1723 | loss: 0.0310482 | val_loss: 0.0312924 | Time: 3847.6 ms [2022-01-05 21:56:56 main:574] : INFO : Epoch 1724 | loss: 0.0310125 | val_loss: 0.0312775 | Time: 4321.13 ms [2022-01-05 21:57:00 main:574] : INFO : Epoch 1725 | loss: 0.0310024 | val_loss: 0.031285 | Time: 4434.65 ms [2022-01-05 21:57:04 main:574] : INFO : Epoch 1726 | loss: 0.0309906 | val_loss: 0.03133 | Time: 3474.32 ms [2022-01-05 21:57:08 main:574] : INFO : Epoch 1727 | loss: 0.0310131 | val_loss: 0.0313092 | Time: 4666.33 ms [2022-01-05 21:57:12 main:574] : INFO : Epoch 1728 | loss: 0.0310046 | val_loss: 0.031308 | Time: 4060.85 ms [2022-01-05 21:57:17 main:574] : INFO : Epoch 1729 | loss: 0.0309931 | val_loss: 0.031321 | Time: 4337.16 ms [2022-01-05 21:57:21 main:574] : INFO : Epoch 1730 | loss: 0.0309864 | val_loss: 0.0313324 | Time: 4553.89 ms [2022-01-05 21:57:25 main:574] : INFO : Epoch 1731 | loss: 0.0309855 | val_loss: 0.031295 | Time: 3369.47 ms [2022-01-05 21:57:30 main:574] : INFO : Epoch 1732 | loss: 0.0309877 | val_loss: 0.031304 | Time: 4915.04 ms [2022-01-05 21:57:34 main:574] : INFO : Epoch 1733 | loss: 0.0309789 | val_loss: 0.0313207 | Time: 4334.49 ms [2022-01-05 21:57:38 main:574] : INFO : Epoch 1734 | loss: 0.0309842 | val_loss: 0.0313275 | Time: 3576.44 ms [2022-01-05 21:57:42 main:574] : INFO : Epoch 1735 | loss: 0.0310056 | val_loss: 0.0312944 | Time: 4768.99 ms [2022-01-05 21:57:46 main:574] : INFO : Epoch 1736 | loss: 0.0310106 | val_loss: 0.031315 | Time: 3833.18 ms [2022-01-05 21:57:51 main:574] : INFO : Epoch 1737 | loss: 0.0309904 | val_loss: 0.0313315 | Time: 4392.31 ms [2022-01-05 21:57:55 main:574] : INFO : Epoch 1738 | loss: 0.0309875 | val_loss: 0.0313251 | Time: 4470.42 ms [2022-01-05 21:57:59 main:574] : INFO : Epoch 1739 | loss: 0.0309917 | val_loss: 0.0312819 | Time: 3552.84 ms [2022-01-05 21:58:03 main:574] : INFO : Epoch 1740 | loss: 0.0310001 | val_loss: 0.0313014 | Time: 4760.53 ms [2022-01-05 21:58:08 main:574] : INFO : Epoch 1741 | loss: 0.0309863 | val_loss: 0.0313203 | Time: 4654.13 ms [2022-01-05 21:58:11 main:574] : INFO : Epoch 1742 | loss: 0.0309852 | val_loss: 0.0313202 | Time: 3287.82 ms [2022-01-05 21:58:16 main:574] : INFO : Epoch 1743 | loss: 0.0309979 | val_loss: 0.031287 | Time: 5021.09 ms [2022-01-05 21:58:20 main:574] : INFO : Epoch 1744 | loss: 0.0310127 | val_loss: 0.0313452 | Time: 3899.06 ms [2022-01-05 21:58:24 main:574] : INFO : Epoch 1745 | loss: 0.0310094 | val_loss: 0.0313172 | Time: 3798.96 ms [2022-01-05 21:58:29 main:574] : INFO : Epoch 1746 | loss: 0.0309959 | val_loss: 0.0313127 | Time: 4821.01 ms [2022-01-05 21:58:33 main:574] : INFO : Epoch 1747 | loss: 0.0309909 | val_loss: 0.0313155 | Time: 3601.19 ms [2022-01-05 21:58:37 main:574] : INFO : Epoch 1748 | loss: 0.030991 | val_loss: 0.0313188 | Time: 4181.12 ms [2022-01-05 21:58:42 main:574] : INFO : Epoch 1749 | loss: 0.0310035 | val_loss: 0.0312757 | Time: 4829.7 ms [2022-01-05 21:58:45 main:574] : INFO : Epoch 1750 | loss: 0.0310064 | val_loss: 0.0312473 | Time: 3268.56 ms [2022-01-05 21:58:50 main:574] : INFO : Epoch 1751 | loss: 0.0310293 | val_loss: 0.03127 | Time: 4966.04 ms [2022-01-05 21:58:54 main:574] : INFO : Epoch 1752 | loss: 0.0310782 | val_loss: 0.0312534 | Time: 4191.73 ms [2022-01-05 21:58:58 main:574] : INFO : Epoch 1753 | loss: 0.0310407 | val_loss: 0.03128 | Time: 3702.49 ms [2022-01-05 21:59:03 main:574] : INFO : Epoch 1754 | loss: 0.031005 | val_loss: 0.0312757 | Time: 4910.38 ms [2022-01-05 21:59:06 main:574] : INFO : Epoch 1755 | loss: 0.030992 | val_loss: 0.0313104 | Time: 3764.37 ms [2022-01-05 21:59:11 main:574] : INFO : Epoch 1756 | loss: 0.0309998 | val_loss: 0.0312883 | Time: 4382.15 ms [2022-01-05 21:59:16 main:574] : INFO : Epoch 1757 | loss: 0.0309928 | val_loss: 0.0313327 | Time: 4822.67 ms [2022-01-05 21:59:19 main:574] : INFO : Epoch 1758 | loss: 0.030989 | val_loss: 0.0313 | Time: 3228.35 ms [2022-01-05 21:59:24 main:574] : INFO : Epoch 1759 | loss: 0.0309892 | val_loss: 0.0313199 | Time: 4877.26 ms [2022-01-05 21:59:28 main:574] : INFO : Epoch 1760 | loss: 0.0309873 | val_loss: 0.0312975 | Time: 4378.28 ms [2022-01-05 21:59:32 main:574] : INFO : Epoch 1761 | loss: 0.0309996 | val_loss: 0.0313012 | Time: 3604.52 ms [2022-01-05 21:59:37 main:574] : INFO : Epoch 1762 | loss: 0.0309965 | val_loss: 0.0313059 | Time: 4958.33 ms [2022-01-05 21:59:40 main:574] : INFO : Epoch 1763 | loss: 0.0309945 | val_loss: 0.0313142 | Time: 3696.17 ms [2022-01-05 21:59:45 main:574] : INFO : Epoch 1764 | loss: 0.030989 | val_loss: 0.0313438 | Time: 4257.89 ms [2022-01-05 21:59:50 main:574] : INFO : Epoch 1765 | loss: 0.0309812 | val_loss: 0.031305 | Time: 4922.87 ms [2022-01-05 21:59:53 main:574] : INFO : Epoch 1766 | loss: 0.0309873 | val_loss: 0.0313119 | Time: 3173.74 ms [2022-01-05 21:59:58 main:574] : INFO : Epoch 1767 | loss: 0.0309957 | val_loss: 0.0312766 | Time: 4973.68 ms [2022-01-05 22:00:02 main:574] : INFO : Epoch 1768 | loss: 0.0309992 | val_loss: 0.0313306 | Time: 4355.69 ms [2022-01-05 22:00:06 main:574] : INFO : Epoch 1769 | loss: 0.0309941 | val_loss: 0.0313217 | Time: 4159.73 ms [2022-01-05 22:00:11 main:574] : INFO : Epoch 1770 | loss: 0.0309985 | val_loss: 0.0313077 | Time: 4598.72 ms [2022-01-05 22:00:15 main:574] : INFO : Epoch 1771 | loss: 0.0309912 | val_loss: 0.0313076 | Time: 3920.42 ms [2022-01-05 22:00:19 main:574] : INFO : Epoch 1772 | loss: 0.0309906 | val_loss: 0.0313129 | Time: 4362.4 ms [2022-01-05 22:00:24 main:574] : INFO : Epoch 1773 | loss: 0.0310057 | val_loss: 0.0312876 | Time: 4813.89 ms [2022-01-05 22:00:27 main:574] : INFO : Epoch 1774 | loss: 0.0310066 | val_loss: 0.0312734 | Time: 3346.97 ms [2022-01-05 22:00:32 main:574] : INFO : Epoch 1775 | loss: 0.031001 | val_loss: 0.0313263 | Time: 4742.84 ms [2022-01-05 22:00:36 main:574] : INFO : Epoch 1776 | loss: 0.0309919 | val_loss: 0.0312735 | Time: 4100.65 ms [2022-01-05 22:00:40 main:574] : INFO : Epoch 1777 | loss: 0.030993 | val_loss: 0.0312973 | Time: 4027.88 ms [2022-01-05 22:00:45 main:574] : INFO : Epoch 1778 | loss: 0.0309948 | val_loss: 0.0313217 | Time: 4588.5 ms [2022-01-05 22:00:49 main:574] : INFO : Epoch 1779 | loss: 0.0310122 | val_loss: 0.031301 | Time: 3775.86 ms [2022-01-05 22:00:53 main:574] : INFO : Epoch 1780 | loss: 0.0309974 | val_loss: 0.0312912 | Time: 4704.33 ms [2022-01-05 22:00:58 main:574] : INFO : Epoch 1781 | loss: 0.0309943 | val_loss: 0.0313509 | Time: 4229.09 ms [2022-01-05 22:01:02 main:574] : INFO : Epoch 1782 | loss: 0.0309892 | val_loss: 0.031306 | Time: 4220.49 ms [2022-01-05 22:01:06 main:574] : INFO : Epoch 1783 | loss: 0.0310007 | val_loss: 0.0313227 | Time: 4556.78 ms [2022-01-05 22:01:10 main:574] : INFO : Epoch 1784 | loss: 0.0309912 | val_loss: 0.0313144 | Time: 3538.02 ms [2022-01-05 22:01:15 main:574] : INFO : Epoch 1785 | loss: 0.0309881 | val_loss: 0.0313109 | Time: 4837.89 ms [2022-01-05 22:01:19 main:574] : INFO : Epoch 1786 | loss: 0.0309865 | val_loss: 0.031319 | Time: 4406.65 ms [2022-01-05 22:01:23 main:574] : INFO : Epoch 1787 | loss: 0.0309981 | val_loss: 0.0312672 | Time: 3698.17 ms [2022-01-05 22:01:28 main:574] : INFO : Epoch 1788 | loss: 0.0309985 | val_loss: 0.0313237 | Time: 4791.26 ms [2022-01-05 22:01:32 main:574] : INFO : Epoch 1789 | loss: 0.0310001 | val_loss: 0.0313039 | Time: 3847.92 ms [2022-01-05 22:01:36 main:574] : INFO : Epoch 1790 | loss: 0.0310007 | val_loss: 0.0313033 | Time: 4317.87 ms [2022-01-05 22:01:40 main:574] : INFO : Epoch 1791 | loss: 0.0309984 | val_loss: 0.031311 | Time: 4530.89 ms [2022-01-05 22:01:44 main:574] : INFO : Epoch 1792 | loss: 0.0309942 | val_loss: 0.0313249 | Time: 3344.01 ms [2022-01-05 22:01:49 main:574] : INFO : Epoch 1793 | loss: 0.0309936 | val_loss: 0.0313043 | Time: 4707.82 ms [2022-01-05 22:01:53 main:574] : INFO : Epoch 1794 | loss: 0.0309924 | val_loss: 0.0312892 | Time: 4505.62 ms [2022-01-05 22:01:56 main:574] : INFO : Epoch 1795 | loss: 0.0310053 | val_loss: 0.0312933 | Time: 3188.58 ms [2022-01-05 22:02:01 main:574] : INFO : Epoch 1796 | loss: 0.0309933 | val_loss: 0.0312677 | Time: 5108.79 ms [2022-01-05 22:02:05 main:574] : INFO : Epoch 1797 | loss: 0.031018 | val_loss: 0.0312735 | Time: 3895.01 ms [2022-01-05 22:02:09 main:574] : INFO : Epoch 1798 | loss: 0.0310056 | val_loss: 0.0313442 | Time: 3667.96 ms [2022-01-05 22:02:14 main:574] : INFO : Epoch 1799 | loss: 0.0310052 | val_loss: 0.0313061 | Time: 4796.51 ms [2022-01-05 22:02:17 main:574] : INFO : Epoch 1800 | loss: 0.031008 | val_loss: 0.0312865 | Time: 3725.13 ms [2022-01-05 22:02:21 main:574] : INFO : Epoch 1801 | loss: 0.0310358 | val_loss: 0.0312991 | Time: 3884.71 ms [2022-01-05 22:02:26 main:574] : INFO : Epoch 1802 | loss: 0.0310057 | val_loss: 0.0313301 | Time: 4907.1 ms [2022-01-05 22:02:30 main:574] : INFO : Epoch 1803 | loss: 0.0310001 | val_loss: 0.0313152 | Time: 3238.1 ms [2022-01-05 22:02:34 main:574] : INFO : Epoch 1804 | loss: 0.0310079 | val_loss: 0.0313011 | Time: 4811.09 ms [2022-01-05 22:02:39 main:574] : INFO : Epoch 1805 | loss: 0.0310134 | val_loss: 0.0313113 | Time: 4501.55 ms [2022-01-05 22:02:42 main:574] : INFO : Epoch 1806 | loss: 0.0309978 | val_loss: 0.0313187 | Time: 3148.8 ms [2022-01-05 22:02:47 main:574] : INFO : Epoch 1807 | loss: 0.0309932 | val_loss: 0.0313107 | Time: 4949.5 ms [2022-01-05 22:02:51 main:574] : INFO : Epoch 1808 | loss: 0.0309844 | val_loss: 0.0313104 | Time: 4104.31 ms [2022-01-05 22:02:55 main:574] : INFO : Epoch 1809 | loss: 0.0309923 | val_loss: 0.0312908 | Time: 3841.57 ms [2022-01-05 22:03:00 main:574] : INFO : Epoch 1810 | loss: 0.0310223 | val_loss: 0.0313151 | Time: 5137.14 ms [2022-01-05 22:03:04 main:574] : INFO : Epoch 1811 | loss: 0.0310136 | val_loss: 0.0313155 | Time: 3588.8 ms [2022-01-05 22:03:08 main:574] : INFO : Epoch 1812 | loss: 0.0309893 | val_loss: 0.0313356 | Time: 4429.19 ms [2022-01-05 22:03:13 main:574] : INFO : Epoch 1813 | loss: 0.0309939 | val_loss: 0.031317 | Time: 4713.06 ms [2022-01-05 22:03:16 main:574] : INFO : Epoch 1814 | loss: 0.0309999 | val_loss: 0.0313138 | Time: 3198.58 ms [2022-01-05 22:03:21 main:574] : INFO : Epoch 1815 | loss: 0.0310015 | val_loss: 0.0313069 | Time: 4787.18 ms [2022-01-05 22:03:25 main:574] : INFO : Epoch 1816 | loss: 0.0309893 | val_loss: 0.0313025 | Time: 4348.21 ms [2022-01-05 22:03:29 main:574] : INFO : Epoch 1817 | loss: 0.0310003 | val_loss: 0.0313351 | Time: 3858.53 ms [2022-01-05 22:03:34 main:574] : INFO : Epoch 1818 | loss: 0.0309924 | val_loss: 0.0313007 | Time: 4948.65 ms [2022-01-05 22:03:37 main:574] : INFO : Epoch 1819 | loss: 0.0309826 | val_loss: 0.0313128 | Time: 3406.98 ms [2022-01-05 22:03:42 main:574] : INFO : Epoch 1820 | loss: 0.0309776 | val_loss: 0.031319 | Time: 4474.57 ms [2022-01-05 22:03:47 main:574] : INFO : Epoch 1821 | loss: 0.0309872 | val_loss: 0.0312805 | Time: 4655.73 ms [2022-01-05 22:03:50 main:574] : INFO : Epoch 1822 | loss: 0.0309935 | val_loss: 0.0313465 | Time: 3153.03 ms [2022-01-05 22:03:55 main:574] : INFO : Epoch 1823 | loss: 0.0309871 | val_loss: 0.0313167 | Time: 4724.32 ms [2022-01-05 22:03:59 main:574] : INFO : Epoch 1824 | loss: 0.0309862 | val_loss: 0.0313009 | Time: 4366.93 ms [2022-01-05 22:04:03 main:574] : INFO : Epoch 1825 | loss: 0.0309923 | val_loss: 0.0312993 | Time: 3862.24 ms [2022-01-05 22:04:07 main:574] : INFO : Epoch 1826 | loss: 0.0310073 | val_loss: 0.0312942 | Time: 4507.74 ms [2022-01-05 22:04:11 main:574] : INFO : Epoch 1827 | loss: 0.0309928 | val_loss: 0.0313181 | Time: 3856.7 ms [2022-01-05 22:04:16 main:574] : INFO : Epoch 1828 | loss: 0.0310043 | val_loss: 0.0312653 | Time: 4507.26 ms [2022-01-05 22:04:20 main:574] : INFO : Epoch 1829 | loss: 0.0309961 | val_loss: 0.0313251 | Time: 4476.2 ms [2022-01-05 22:04:24 main:574] : INFO : Epoch 1830 | loss: 0.0310043 | val_loss: 0.0313001 | Time: 3894.16 ms [2022-01-05 22:04:28 main:574] : INFO : Epoch 1831 | loss: 0.03101 | val_loss: 0.0313078 | Time: 4326.85 ms [2022-01-05 22:04:32 main:574] : INFO : Epoch 1832 | loss: 0.0310241 | val_loss: 0.0312998 | Time: 3643.03 ms [2022-01-05 22:04:37 main:574] : INFO : Epoch 1833 | loss: 0.0310031 | val_loss: 0.0313125 | Time: 4496.78 ms [2022-01-05 22:04:41 main:574] : INFO : Epoch 1834 | loss: 0.0309861 | val_loss: 0.0313229 | Time: 4424.18 ms [2022-01-05 22:04:44 main:574] : INFO : Epoch 1835 | loss: 0.0309962 | val_loss: 0.0312715 | Time: 3446.52 ms [2022-01-05 22:04:49 main:574] : INFO : Epoch 1836 | loss: 0.0310058 | val_loss: 0.0312723 | Time: 4801.23 ms [2022-01-05 22:04:53 main:574] : INFO : Epoch 1837 | loss: 0.0310014 | val_loss: 0.0312977 | Time: 3992.6 ms [2022-01-05 22:04:58 main:574] : INFO : Epoch 1838 | loss: 0.0310086 | val_loss: 0.0312897 | Time: 4314.7 ms [2022-01-05 22:05:02 main:574] : INFO : Epoch 1839 | loss: 0.0310035 | val_loss: 0.0313103 | Time: 4698.75 ms [2022-01-05 22:05:06 main:574] : INFO : Epoch 1840 | loss: 0.0309968 | val_loss: 0.0312852 | Time: 3334.41 ms [2022-01-05 22:05:10 main:574] : INFO : Epoch 1841 | loss: 0.0310027 | val_loss: 0.0313252 | Time: 4799.69 ms [2022-01-05 22:05:15 main:574] : INFO : Epoch 1842 | loss: 0.0310051 | val_loss: 0.031288 | Time: 4438.45 ms [2022-01-05 22:05:18 main:574] : INFO : Epoch 1843 | loss: 0.0310014 | val_loss: 0.031314 | Time: 3486.62 ms [2022-01-05 22:05:23 main:574] : INFO : Epoch 1844 | loss: 0.0310223 | val_loss: 0.0313748 | Time: 4989.15 ms [2022-01-05 22:05:27 main:574] : INFO : Epoch 1845 | loss: 0.0310253 | val_loss: 0.0313105 | Time: 3777.83 ms [2022-01-05 22:05:31 main:574] : INFO : Epoch 1846 | loss: 0.0310138 | val_loss: 0.0313202 | Time: 4077.79 ms [2022-01-05 22:05:36 main:574] : INFO : Epoch 1847 | loss: 0.0309949 | val_loss: 0.0313154 | Time: 4875.94 ms [2022-01-05 22:05:40 main:574] : INFO : Epoch 1848 | loss: 0.030992 | val_loss: 0.0313 | Time: 3464.58 ms [2022-01-05 22:05:44 main:574] : INFO : Epoch 1849 | loss: 0.0309872 | val_loss: 0.0313418 | Time: 4753.85 ms [2022-01-05 22:05:48 main:574] : INFO : Epoch 1850 | loss: 0.0309975 | val_loss: 0.0313357 | Time: 3662.14 ms [2022-01-05 22:05:52 main:574] : INFO : Epoch 1851 | loss: 0.0310541 | val_loss: 0.0312462 | Time: 3737.52 ms [2022-01-05 22:05:57 main:574] : INFO : Epoch 1852 | loss: 0.0310305 | val_loss: 0.0312751 | Time: 4965.76 ms [2022-01-05 22:06:00 main:574] : INFO : Epoch 1853 | loss: 0.0309999 | val_loss: 0.0313129 | Time: 3595.71 ms [2022-01-05 22:06:05 main:574] : INFO : Epoch 1854 | loss: 0.0309888 | val_loss: 0.0313422 | Time: 4220.04 ms [2022-01-05 22:06:09 main:574] : INFO : Epoch 1855 | loss: 0.0309883 | val_loss: 0.0313397 | Time: 4663.96 ms [2022-01-05 22:06:12 main:574] : INFO : Epoch 1856 | loss: 0.0309859 | val_loss: 0.0313206 | Time: 3220.54 ms [2022-01-05 22:06:17 main:574] : INFO : Epoch 1857 | loss: 0.0309836 | val_loss: 0.0313065 | Time: 4470.38 ms [2022-01-05 22:06:21 main:574] : INFO : Epoch 1858 | loss: 0.03099 | val_loss: 0.031305 | Time: 4415.24 ms [2022-01-05 22:06:25 main:574] : INFO : Epoch 1859 | loss: 0.0309999 | val_loss: 0.0312912 | Time: 3131.41 ms [2022-01-05 22:06:29 main:574] : INFO : Epoch 1860 | loss: 0.0310019 | val_loss: 0.0313388 | Time: 4711.98 ms [2022-01-05 22:06:34 main:574] : INFO : Epoch 1861 | loss: 0.0310064 | val_loss: 0.031312 | Time: 4287.75 ms [2022-01-05 22:06:37 main:574] : INFO : Epoch 1862 | loss: 0.0309991 | val_loss: 0.0312789 | Time: 3870.41 ms [2022-01-05 22:06:41 main:574] : INFO : Epoch 1863 | loss: 0.0310037 | val_loss: 0.031316 | Time: 3990.15 ms [2022-01-05 22:06:45 main:574] : INFO : Epoch 1864 | loss: 0.0310101 | val_loss: 0.0312794 | Time: 3581.5 ms [2022-01-05 22:06:50 main:574] : INFO : Epoch 1865 | loss: 0.0310268 | val_loss: 0.0313121 | Time: 4657.39 ms [2022-01-05 22:06:54 main:574] : INFO : Epoch 1866 | loss: 0.0309995 | val_loss: 0.0312994 | Time: 3810.59 ms [2022-01-05 22:06:58 main:574] : INFO : Epoch 1867 | loss: 0.0310088 | val_loss: 0.0312377 | Time: 4280.88 ms [2022-01-05 22:07:02 main:574] : INFO : Epoch 1868 | loss: 0.0310007 | val_loss: 0.0313356 | Time: 4286.99 ms [2022-01-05 22:07:06 main:574] : INFO : Epoch 1869 | loss: 0.0309946 | val_loss: 0.0313195 | Time: 3400.17 ms [2022-01-05 22:07:10 main:574] : INFO : Epoch 1870 | loss: 0.031001 | val_loss: 0.0313041 | Time: 4837.87 ms [2022-01-05 22:07:15 main:574] : INFO : Epoch 1871 | loss: 0.0309956 | val_loss: 0.0313365 | Time: 4355.07 ms [2022-01-05 22:07:19 main:574] : INFO : Epoch 1872 | loss: 0.0309976 | val_loss: 0.0313128 | Time: 3942.03 ms [2022-01-05 22:07:23 main:574] : INFO : Epoch 1873 | loss: 0.0309908 | val_loss: 0.0313032 | Time: 4453.61 ms [2022-01-05 22:07:27 main:574] : INFO : Epoch 1874 | loss: 0.0309948 | val_loss: 0.0312722 | Time: 3539.44 ms [2022-01-05 22:07:31 main:574] : INFO : Epoch 1875 | loss: 0.0309929 | val_loss: 0.0313333 | Time: 4371.42 ms [2022-01-05 22:07:36 main:574] : INFO : Epoch 1876 | loss: 0.030992 | val_loss: 0.0313071 | Time: 4508.42 ms [2022-01-05 22:07:39 main:574] : INFO : Epoch 1877 | loss: 0.0309993 | val_loss: 0.0313419 | Time: 3040.96 ms [2022-01-05 22:07:43 main:574] : INFO : Epoch 1878 | loss: 0.0309998 | val_loss: 0.0313004 | Time: 4866.87 ms [2022-01-05 22:07:47 main:574] : INFO : Epoch 1879 | loss: 0.030992 | val_loss: 0.0313041 | Time: 3978.46 ms [2022-01-05 22:07:51 main:574] : INFO : Epoch 1880 | loss: 0.0309885 | val_loss: 0.0313364 | Time: 3406.83 ms [2022-01-05 22:07:56 main:574] : INFO : Epoch 1881 | loss: 0.0309901 | val_loss: 0.0312916 | Time: 4852.38 ms [2022-01-05 22:07:59 main:574] : INFO : Epoch 1882 | loss: 0.0309865 | val_loss: 0.0312893 | Time: 3595.23 ms [2022-01-05 22:08:03 main:574] : INFO : Epoch 1883 | loss: 0.0309924 | val_loss: 0.0312945 | Time: 3868.59 ms [2022-01-05 22:08:08 main:574] : INFO : Epoch 1884 | loss: 0.030998 | val_loss: 0.031314 | Time: 4888.52 ms [2022-01-05 22:08:11 main:574] : INFO : Epoch 1885 | loss: 0.0310014 | val_loss: 0.0312798 | Time: 3259.02 ms [2022-01-05 22:08:16 main:574] : INFO : Epoch 1886 | loss: 0.0310002 | val_loss: 0.0312822 | Time: 4646.03 ms [2022-01-05 22:08:21 main:574] : INFO : Epoch 1887 | loss: 0.0309935 | val_loss: 0.0313347 | Time: 4488.57 ms [2022-01-05 22:08:24 main:574] : INFO : Epoch 1888 | loss: 0.030987 | val_loss: 0.0313264 | Time: 3264.3 ms [2022-01-05 22:08:29 main:574] : INFO : Epoch 1889 | loss: 0.0310014 | val_loss: 0.0313081 | Time: 5219.43 ms [2022-01-05 22:08:33 main:574] : INFO : Epoch 1890 | loss: 0.0309925 | val_loss: 0.0313167 | Time: 3996.28 ms [2022-01-05 22:08:37 main:574] : INFO : Epoch 1891 | loss: 0.0310109 | val_loss: 0.0312901 | Time: 3952.58 ms [2022-01-05 22:08:42 main:574] : INFO : Epoch 1892 | loss: 0.0309993 | val_loss: 0.0312972 | Time: 4947.7 ms [2022-01-05 22:08:45 main:574] : INFO : Epoch 1893 | loss: 0.0309913 | val_loss: 0.0313292 | Time: 3509.97 ms [2022-01-05 22:08:50 main:574] : INFO : Epoch 1894 | loss: 0.0309947 | val_loss: 0.0313113 | Time: 4708.38 ms [2022-01-05 22:08:55 main:574] : INFO : Epoch 1895 | loss: 0.031028 | val_loss: 0.0313175 | Time: 4507.7 ms [2022-01-05 22:08:59 main:574] : INFO : Epoch 1896 | loss: 0.0310074 | val_loss: 0.0312989 | Time: 3778.27 ms [2022-01-05 22:09:03 main:574] : INFO : Epoch 1897 | loss: 0.0309915 | val_loss: 0.0313369 | Time: 4917.42 ms [2022-01-05 22:09:07 main:574] : INFO : Epoch 1898 | loss: 0.030998 | val_loss: 0.0312564 | Time: 3655.47 ms [2022-01-05 22:09:11 main:574] : INFO : Epoch 1899 | loss: 0.0310088 | val_loss: 0.0313203 | Time: 4245.4 ms [2022-01-05 22:09:16 main:574] : INFO : Epoch 1900 | loss: 0.0310056 | val_loss: 0.03134 | Time: 4926.69 ms [2022-01-05 22:09:19 main:574] : INFO : Epoch 1901 | loss: 0.0309983 | val_loss: 0.0313037 | Time: 3188.56 ms [2022-01-05 22:09:24 main:574] : INFO : Epoch 1902 | loss: 0.0309866 | val_loss: 0.0313263 | Time: 4623.73 ms [2022-01-05 22:09:29 main:574] : INFO : Epoch 1903 | loss: 0.0310033 | val_loss: 0.0313238 | Time: 4487.77 ms [2022-01-05 22:09:32 main:574] : INFO : Epoch 1904 | loss: 0.0309891 | val_loss: 0.0312875 | Time: 3717.17 ms [2022-01-05 22:09:37 main:574] : INFO : Epoch 1905 | loss: 0.0310004 | val_loss: 0.0313296 | Time: 4548.32 ms [2022-01-05 22:09:41 main:574] : INFO : Epoch 1906 | loss: 0.031005 | val_loss: 0.031317 | Time: 3908.11 ms [2022-01-05 22:09:45 main:574] : INFO : Epoch 1907 | loss: 0.0309877 | val_loss: 0.0313168 | Time: 4367.23 ms [2022-01-05 22:09:50 main:574] : INFO : Epoch 1908 | loss: 0.0309838 | val_loss: 0.0312994 | Time: 4565.27 ms [2022-01-05 22:09:53 main:574] : INFO : Epoch 1909 | loss: 0.0309911 | val_loss: 0.0313298 | Time: 3696.23 ms [2022-01-05 22:09:58 main:574] : INFO : Epoch 1910 | loss: 0.0309894 | val_loss: 0.0312905 | Time: 4597.22 ms [2022-01-05 22:10:02 main:574] : INFO : Epoch 1911 | loss: 0.0310075 | val_loss: 0.0312905 | Time: 4009.68 ms [2022-01-05 22:10:06 main:574] : INFO : Epoch 1912 | loss: 0.0310058 | val_loss: 0.0312626 | Time: 4196.22 ms [2022-01-05 22:10:11 main:574] : INFO : Epoch 1913 | loss: 0.031016 | val_loss: 0.0312928 | Time: 4473.39 ms [2022-01-05 22:10:15 main:574] : INFO : Epoch 1914 | loss: 0.0310096 | val_loss: 0.0312915 | Time: 3905.08 ms [2022-01-05 22:10:19 main:574] : INFO : Epoch 1915 | loss: 0.0310067 | val_loss: 0.0313056 | Time: 4502.16 ms [2022-01-05 22:10:24 main:574] : INFO : Epoch 1916 | loss: 0.0309945 | val_loss: 0.0312935 | Time: 4364.49 ms [2022-01-05 22:10:27 main:574] : INFO : Epoch 1917 | loss: 0.0309931 | val_loss: 0.0313033 | Time: 3789.97 ms [2022-01-05 22:10:32 main:574] : INFO : Epoch 1918 | loss: 0.030995 | val_loss: 0.0313138 | Time: 4600.28 ms [2022-01-05 22:10:36 main:574] : INFO : Epoch 1919 | loss: 0.0309898 | val_loss: 0.0313094 | Time: 3692.1 ms [2022-01-05 22:10:40 main:574] : INFO : Epoch 1920 | loss: 0.0309847 | val_loss: 0.031319 | Time: 4280.18 ms [2022-01-05 22:10:45 main:574] : INFO : Epoch 1921 | loss: 0.0309918 | val_loss: 0.0313347 | Time: 4637.55 ms [2022-01-05 22:10:48 main:574] : INFO : Epoch 1922 | loss: 0.0309906 | val_loss: 0.0312997 | Time: 3276.27 ms [2022-01-05 22:10:53 main:574] : INFO : Epoch 1923 | loss: 0.0310015 | val_loss: 0.0312931 | Time: 4890.61 ms [2022-01-05 22:10:57 main:574] : INFO : Epoch 1924 | loss: 0.0310015 | val_loss: 0.0312873 | Time: 4290.48 ms [2022-01-05 22:11:01 main:574] : INFO : Epoch 1925 | loss: 0.0309951 | val_loss: 0.031283 | Time: 3489.25 ms [2022-01-05 22:11:06 main:574] : INFO : Epoch 1926 | loss: 0.0309991 | val_loss: 0.0313413 | Time: 5059.56 ms [2022-01-05 22:11:10 main:574] : INFO : Epoch 1927 | loss: 0.0309957 | val_loss: 0.0313359 | Time: 4029.77 ms [2022-01-05 22:11:14 main:574] : INFO : Epoch 1928 | loss: 0.0309934 | val_loss: 0.0313096 | Time: 4265 ms [2022-01-05 22:11:19 main:574] : INFO : Epoch 1929 | loss: 0.0309961 | val_loss: 0.031305 | Time: 4827.37 ms [2022-01-05 22:11:22 main:574] : INFO : Epoch 1930 | loss: 0.0309935 | val_loss: 0.0313023 | Time: 3280.02 ms [2022-01-05 22:11:27 main:574] : INFO : Epoch 1931 | loss: 0.030996 | val_loss: 0.0313251 | Time: 4726.81 ms [2022-01-05 22:11:31 main:574] : INFO : Epoch 1932 | loss: 0.0309948 | val_loss: 0.0312702 | Time: 4379.78 ms [2022-01-05 22:11:35 main:574] : INFO : Epoch 1933 | loss: 0.0309963 | val_loss: 0.0313168 | Time: 3424.34 ms [2022-01-05 22:11:40 main:574] : INFO : Epoch 1934 | loss: 0.0310448 | val_loss: 0.0312694 | Time: 5083.71 ms [2022-01-05 22:11:44 main:574] : INFO : Epoch 1935 | loss: 0.031017 | val_loss: 0.0312864 | Time: 3842.07 ms [2022-01-05 22:11:48 main:574] : INFO : Epoch 1936 | loss: 0.0309985 | val_loss: 0.0313023 | Time: 3936.6 ms [2022-01-05 22:11:53 main:574] : INFO : Epoch 1937 | loss: 0.0309949 | val_loss: 0.0313116 | Time: 4993.3 ms [2022-01-05 22:11:56 main:574] : INFO : Epoch 1938 | loss: 0.0309835 | val_loss: 0.0313444 | Time: 3555.44 ms [2022-01-05 22:12:01 main:574] : INFO : Epoch 1939 | loss: 0.0309779 | val_loss: 0.0313124 | Time: 4700.67 ms [2022-01-05 22:12:05 main:574] : INFO : Epoch 1940 | loss: 0.0309889 | val_loss: 0.0313444 | Time: 4629.84 ms [2022-01-05 22:12:09 main:574] : INFO : Epoch 1941 | loss: 0.0309914 | val_loss: 0.0312642 | Time: 3648.55 ms [2022-01-05 22:12:14 main:574] : INFO : Epoch 1942 | loss: 0.0309911 | val_loss: 0.0313107 | Time: 4852.1 ms [2022-01-05 22:12:18 main:574] : INFO : Epoch 1943 | loss: 0.0309908 | val_loss: 0.0313168 | Time: 3860.71 ms [2022-01-05 22:12:22 main:574] : INFO : Epoch 1944 | loss: 0.03099 | val_loss: 0.0313077 | Time: 4070.15 ms [2022-01-05 22:12:27 main:574] : INFO : Epoch 1945 | loss: 0.0309912 | val_loss: 0.0313288 | Time: 4878.4 ms [2022-01-05 22:12:30 main:574] : INFO : Epoch 1946 | loss: 0.030988 | val_loss: 0.031289 | Time: 3332.63 ms [2022-01-05 22:12:35 main:574] : INFO : Epoch 1947 | loss: 0.0310002 | val_loss: 0.0313098 | Time: 4623.56 ms [2022-01-05 22:12:39 main:574] : INFO : Epoch 1948 | loss: 0.0309956 | val_loss: 0.0312789 | Time: 4510.28 ms [2022-01-05 22:12:43 main:574] : INFO : Epoch 1949 | loss: 0.0310226 | val_loss: 0.0312726 | Time: 3174.98 ms [2022-01-05 22:12:47 main:574] : INFO : Epoch 1950 | loss: 0.0310191 | val_loss: 0.0313082 | Time: 4588 ms [2022-01-05 22:12:51 main:574] : INFO : Epoch 1951 | loss: 0.0310134 | val_loss: 0.0313042 | Time: 4278.83 ms [2022-01-05 22:12:55 main:574] : INFO : Epoch 1952 | loss: 0.031005 | val_loss: 0.0312933 | Time: 3666.45 ms [2022-01-05 22:13:00 main:574] : INFO : Epoch 1953 | loss: 0.0309898 | val_loss: 0.0312954 | Time: 4575.65 ms [2022-01-05 22:13:04 main:574] : INFO : Epoch 1954 | loss: 0.0310755 | val_loss: 0.0312096 | Time: 3915.97 ms [2022-01-05 22:13:08 main:574] : INFO : Epoch 1955 | loss: 0.0311781 | val_loss: 0.0312097 | Time: 4180.49 ms [2022-01-05 22:13:13 main:574] : INFO : Epoch 1956 | loss: 0.0311614 | val_loss: 0.0312017 | Time: 4944.41 ms [2022-01-05 22:13:16 main:574] : INFO : Epoch 1957 | loss: 0.0311479 | val_loss: 0.0312097 | Time: 3164.62 ms [2022-01-05 22:13:21 main:574] : INFO : Epoch 1958 | loss: 0.0311364 | val_loss: 0.0312063 | Time: 4772.86 ms [2022-01-05 22:13:25 main:574] : INFO : Epoch 1959 | loss: 0.0311261 | val_loss: 0.031214 | Time: 4157.76 ms [2022-01-05 22:13:28 main:574] : INFO : Epoch 1960 | loss: 0.0311192 | val_loss: 0.0312217 | Time: 2995.35 ms [2022-01-05 22:13:32 main:574] : INFO : Epoch 1961 | loss: 0.0311107 | val_loss: 0.0312289 | Time: 4330.74 ms [2022-01-05 22:13:36 main:574] : INFO : Epoch 1962 | loss: 0.0311044 | val_loss: 0.0312346 | Time: 3807.95 ms [2022-01-05 22:13:40 main:574] : INFO : Epoch 1963 | loss: 0.0310953 | val_loss: 0.0312493 | Time: 3670.19 ms [2022-01-05 22:13:44 main:574] : INFO : Epoch 1964 | loss: 0.0310846 | val_loss: 0.0312462 | Time: 3959.97 ms [2022-01-05 22:13:47 main:574] : INFO : Epoch 1965 | loss: 0.031071 | val_loss: 0.0312459 | Time: 3451.68 ms [2022-01-05 22:13:51 main:574] : INFO : Epoch 1966 | loss: 0.0310634 | val_loss: 0.0312488 | Time: 4068.11 ms [2022-01-05 22:13:55 main:574] : INFO : Epoch 1967 | loss: 0.0310535 | val_loss: 0.0312947 | Time: 4106.02 ms [2022-01-05 22:13:58 main:574] : INFO : Epoch 1968 | loss: 0.0310463 | val_loss: 0.0312626 | Time: 3162.7 ms [2022-01-05 22:14:03 main:574] : INFO : Epoch 1969 | loss: 0.0310382 | val_loss: 0.0312691 | Time: 4257.28 ms [2022-01-05 22:14:06 main:574] : INFO : Epoch 1970 | loss: 0.0310267 | val_loss: 0.031302 | Time: 3506.22 ms [2022-01-05 22:14:10 main:574] : INFO : Epoch 1971 | loss: 0.031016 | val_loss: 0.0313372 | Time: 4032.59 ms [2022-01-05 22:14:15 main:574] : INFO : Epoch 1972 | loss: 0.031012 | val_loss: 0.031296 | Time: 4301.06 ms [2022-01-05 22:14:18 main:574] : INFO : Epoch 1973 | loss: 0.0310141 | val_loss: 0.0312554 | Time: 3354.47 ms [2022-01-05 22:14:22 main:574] : INFO : Epoch 1974 | loss: 0.0310165 | val_loss: 0.0312987 | Time: 4073.45 ms [2022-01-05 22:14:26 main:574] : INFO : Epoch 1975 | loss: 0.031013 | val_loss: 0.0312996 | Time: 3825.53 ms [2022-01-05 22:14:30 main:574] : INFO : Epoch 1976 | loss: 0.0310069 | val_loss: 0.0312799 | Time: 3700.33 ms [2022-01-05 22:14:34 main:574] : INFO : Epoch 1977 | loss: 0.0310054 | val_loss: 0.0313214 | Time: 4092.51 ms [2022-01-05 22:14:37 main:574] : INFO : Epoch 1978 | loss: 0.0310045 | val_loss: 0.0312734 | Time: 3416.71 ms [2022-01-05 22:14:41 main:574] : INFO : Epoch 1979 | loss: 0.0310135 | val_loss: 0.0312577 | Time: 4070.12 ms [2022-01-05 22:14:45 main:574] : INFO : Epoch 1980 | loss: 0.0310062 | val_loss: 0.0312993 | Time: 4180.36 ms [2022-01-05 22:14:48 main:574] : INFO : Epoch 1981 | loss: 0.0310026 | val_loss: 0.0313006 | Time: 2981.06 ms [2022-01-05 22:14:53 main:574] : INFO : Epoch 1982 | loss: 0.0310192 | val_loss: 0.0313174 | Time: 4415.74 ms [2022-01-05 22:14:57 main:574] : INFO : Epoch 1983 | loss: 0.0310099 | val_loss: 0.0312782 | Time: 3849.15 ms [2022-01-05 22:15:00 main:574] : INFO : Epoch 1984 | loss: 0.0310048 | val_loss: 0.0313059 | Time: 3102.87 ms [2022-01-05 22:15:04 main:574] : INFO : Epoch 1985 | loss: 0.0310128 | val_loss: 0.0312875 | Time: 4538.81 ms [2022-01-05 22:15:08 main:574] : INFO : Epoch 1986 | loss: 0.0310079 | val_loss: 0.0312947 | Time: 3859.2 ms [2022-01-05 22:15:12 main:574] : INFO : Epoch 1987 | loss: 0.031008 | val_loss: 0.031291 | Time: 3864.38 ms [2022-01-05 22:15:16 main:574] : INFO : Epoch 1988 | loss: 0.0310057 | val_loss: 0.0312833 | Time: 4144.77 ms [2022-01-05 22:15:19 main:574] : INFO : Epoch 1989 | loss: 0.0310024 | val_loss: 0.0312985 | Time: 3118.74 ms [2022-01-05 22:15:23 main:574] : INFO : Epoch 1990 | loss: 0.0309978 | val_loss: 0.0312998 | Time: 4179.82 ms [2022-01-05 22:15:28 main:574] : INFO : Epoch 1991 | loss: 0.0310057 | val_loss: 0.0312904 | Time: 4136.53 ms [2022-01-05 22:15:31 main:574] : INFO : Epoch 1992 | loss: 0.0310068 | val_loss: 0.0312654 | Time: 2916.21 ms [2022-01-05 22:15:35 main:574] : INFO : Epoch 1993 | loss: 0.031 | val_loss: 0.0313058 | Time: 4611.69 ms [2022-01-05 22:15:39 main:574] : INFO : Epoch 1994 | loss: 0.0309977 | val_loss: 0.0313376 | Time: 3716.36 ms [2022-01-05 22:15:42 main:574] : INFO : Epoch 1995 | loss: 0.0310004 | val_loss: 0.0312946 | Time: 3253.6 ms [2022-01-05 22:15:47 main:574] : INFO : Epoch 1996 | loss: 0.0310008 | val_loss: 0.031316 | Time: 4380.1 ms [2022-01-05 22:15:50 main:574] : INFO : Epoch 1997 | loss: 0.0309949 | val_loss: 0.0312803 | Time: 3493.83 ms [2022-01-05 22:15:54 main:574] : INFO : Epoch 1998 | loss: 0.0309972 | val_loss: 0.0313306 | Time: 3460.6 ms [2022-01-05 22:15:58 main:574] : INFO : Epoch 1999 | loss: 0.0309949 | val_loss: 0.0313036 | Time: 4648.02 ms [2022-01-05 22:16:01 main:574] : INFO : Epoch 2000 | loss: 0.0310001 | val_loss: 0.0312905 | Time: 3140.83 ms [2022-01-05 22:16:05 main:574] : INFO : Epoch 2001 | loss: 0.0309888 | val_loss: 0.0312752 | Time: 4026.5 ms [2022-01-05 22:16:10 main:574] : INFO : Epoch 2002 | loss: 0.0309917 | val_loss: 0.0313392 | Time: 4218.69 ms [2022-01-05 22:16:13 main:574] : INFO : Epoch 2003 | loss: 0.0309873 | val_loss: 0.0312728 | Time: 2911.27 ms [2022-01-05 22:16:17 main:574] : INFO : Epoch 2004 | loss: 0.0309989 | val_loss: 0.0313182 | Time: 4841.61 ms [2022-01-05 22:16:21 main:574] : INFO : Epoch 2005 | loss: 0.0309923 | val_loss: 0.0313159 | Time: 3519.06 ms [2022-01-05 22:16:24 main:574] : INFO : Epoch 2006 | loss: 0.0309906 | val_loss: 0.0313352 | Time: 3158.29 ms [2022-01-05 22:16:29 main:574] : INFO : Epoch 2007 | loss: 0.0310018 | val_loss: 0.0312729 | Time: 4629.66 ms [2022-01-05 22:16:32 main:574] : INFO : Epoch 2008 | loss: 0.0310068 | val_loss: 0.0313238 | Time: 3268.11 ms [2022-01-05 22:16:36 main:574] : INFO : Epoch 2009 | loss: 0.0310085 | val_loss: 0.0312746 | Time: 3841.09 ms [2022-01-05 22:16:40 main:574] : INFO : Epoch 2010 | loss: 0.0310152 | val_loss: 0.0313081 | Time: 4413.07 ms [2022-01-05 22:16:43 main:574] : INFO : Epoch 2011 | loss: 0.0309999 | val_loss: 0.0313046 | Time: 2966 ms [2022-01-05 22:16:47 main:574] : INFO : Epoch 2012 | loss: 0.030997 | val_loss: 0.0313184 | Time: 4166.2 ms [2022-01-05 22:16:52 main:574] : INFO : Epoch 2013 | loss: 0.0310053 | val_loss: 0.0312727 | Time: 4146.26 ms [2022-01-05 22:16:54 main:574] : INFO : Epoch 2014 | loss: 0.0310033 | val_loss: 0.0313292 | Time: 2858.54 ms [2022-01-05 22:16:59 main:574] : INFO : Epoch 2015 | loss: 0.0309977 | val_loss: 0.0312897 | Time: 4507.46 ms [2022-01-05 22:17:03 main:574] : INFO : Epoch 2016 | loss: 0.0309967 | val_loss: 0.031328 | Time: 3828.39 ms [2022-01-05 22:17:06 main:574] : INFO : Epoch 2017 | loss: 0.0310068 | val_loss: 0.0313113 | Time: 3521.19 ms [2022-01-05 22:17:11 main:574] : INFO : Epoch 2018 | loss: 0.0310018 | val_loss: 0.0313335 | Time: 4390 ms [2022-01-05 22:17:14 main:574] : INFO : Epoch 2019 | loss: 0.0309913 | val_loss: 0.0312876 | Time: 3238.57 ms [2022-01-05 22:17:18 main:574] : INFO : Epoch 2020 | loss: 0.0309924 | val_loss: 0.0313146 | Time: 3884.57 ms [2022-01-05 22:17:22 main:574] : INFO : Epoch 2021 | loss: 0.0309892 | val_loss: 0.0313025 | Time: 4325.09 ms [2022-01-05 22:17:25 main:574] : INFO : Epoch 2022 | loss: 0.0310046 | val_loss: 0.0313313 | Time: 2950.74 ms [2022-01-05 22:17:30 main:574] : INFO : Epoch 2023 | loss: 0.0309968 | val_loss: 0.0313203 | Time: 4478.4 ms [2022-01-05 22:17:34 main:574] : INFO : Epoch 2024 | loss: 0.0309976 | val_loss: 0.0313434 | Time: 3994.48 ms [2022-01-05 22:17:37 main:574] : INFO : Epoch 2025 | loss: 0.0309956 | val_loss: 0.031288 | Time: 3408.05 ms [2022-01-05 22:17:41 main:574] : INFO : Epoch 2026 | loss: 0.0310165 | val_loss: 0.0312827 | Time: 4309.45 ms [2022-01-05 22:17:45 main:574] : INFO : Epoch 2027 | loss: 0.0310092 | val_loss: 0.0312653 | Time: 3360.77 ms [2022-01-05 22:17:49 main:574] : INFO : Epoch 2028 | loss: 0.0311488 | val_loss: 0.0312004 | Time: 3845.75 ms [2022-01-05 22:17:53 main:574] : INFO : Epoch 2029 | loss: 0.0311642 | val_loss: 0.0312039 | Time: 4126.1 ms [2022-01-05 22:17:56 main:574] : INFO : Epoch 2030 | loss: 0.0311487 | val_loss: 0.0311935 | Time: 3474.4 ms [2022-01-05 22:18:00 main:574] : INFO : Epoch 2031 | loss: 0.0311359 | val_loss: 0.0312025 | Time: 4254.85 ms [2022-01-05 22:18:04 main:574] : INFO : Epoch 2032 | loss: 0.0311219 | val_loss: 0.0312095 | Time: 3716.14 ms [2022-01-05 22:18:08 main:574] : INFO : Epoch 2033 | loss: 0.0311085 | val_loss: 0.0312188 | Time: 3754.1 ms [2022-01-05 22:18:12 main:574] : INFO : Epoch 2034 | loss: 0.0310947 | val_loss: 0.0312373 | Time: 3884.53 ms [2022-01-05 22:18:15 main:574] : INFO : Epoch 2035 | loss: 0.0310721 | val_loss: 0.0312349 | Time: 3063.35 ms [2022-01-05 22:18:19 main:574] : INFO : Epoch 2036 | loss: 0.0310498 | val_loss: 0.0312688 | Time: 4238.14 ms [2022-01-05 22:18:24 main:574] : INFO : Epoch 2037 | loss: 0.0310258 | val_loss: 0.0312901 | Time: 4479.8 ms [2022-01-05 22:18:28 main:574] : INFO : Epoch 2038 | loss: 0.0310104 | val_loss: 0.0313057 | Time: 4174.52 ms [2022-01-05 22:18:32 main:574] : INFO : Epoch 2039 | loss: 0.0309966 | val_loss: 0.0313127 | Time: 4575.7 ms [2022-01-05 22:18:36 main:574] : INFO : Epoch 2040 | loss: 0.0309946 | val_loss: 0.0312832 | Time: 3566.33 ms [2022-01-05 22:18:41 main:574] : INFO : Epoch 2041 | loss: 0.030996 | val_loss: 0.0313171 | Time: 4533.59 ms [2022-01-05 22:18:45 main:574] : INFO : Epoch 2042 | loss: 0.030997 | val_loss: 0.0312757 | Time: 4635.93 ms [2022-01-05 22:18:49 main:574] : INFO : Epoch 2043 | loss: 0.0310092 | val_loss: 0.0313193 | Time: 3381.36 ms [2022-01-05 22:18:53 main:574] : INFO : Epoch 2044 | loss: 0.031002 | val_loss: 0.0312692 | Time: 4924.32 ms [2022-01-05 22:18:58 main:574] : INFO : Epoch 2045 | loss: 0.0310231 | val_loss: 0.0312831 | Time: 4062.03 ms [2022-01-05 22:19:02 main:574] : INFO : Epoch 2046 | loss: 0.0310265 | val_loss: 0.0313206 | Time: 3958.7 ms [2022-01-05 22:19:06 main:574] : INFO : Epoch 2047 | loss: 0.031003 | val_loss: 0.0312661 | Time: 4914.77 ms [2022-01-05 22:19:10 main:574] : INFO : Epoch 2048 | loss: 0.0309925 | val_loss: 0.0313222 | Time: 3387.29 ms [2022-01-05 22:19:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313222 [2022-01-05 22:19:10 main:603] : INFO : Saving end state to config to file [2022-01-05 22:19:10 main:608] : INFO : Success, exiting.. 22:19:10 (3852): 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)