Task 14129883
| Name | ParityModified-1647039929-13526-3-0_0 |
| Workunit | 11195460 |
| Created | 31 Mar 2022, 8:06:03 UTC |
| Sent | 5 Apr 2022, 19:45:53 UTC |
| Report deadline | 13 Apr 2022, 19:45:53 UTC |
| Received | 11 Apr 2022, 12:07:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 27 min |
| CPU time | 2 hours 25 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311877 | val_loss: 0.0311905 | Time: 4333.06 ms [2022-04-11 13:30:59 main:574] : INFO : Epoch 1543 | loss: 0.0311883 | val_loss: 0.0311922 | Time: 4265.77 ms [2022-04-11 13:31:04 main:574] : INFO : Epoch 1544 | loss: 0.031187 | val_loss: 0.0311916 | Time: 4356.84 ms [2022-04-11 13:31:08 main:574] : INFO : Epoch 1545 | loss: 0.0311868 | val_loss: 0.0311905 | Time: 4283.35 ms [2022-04-11 13:31:12 main:574] : INFO : Epoch 1546 | loss: 0.0311862 | val_loss: 0.0311902 | Time: 4346.52 ms [2022-04-11 13:31:16 main:574] : INFO : Epoch 1547 | loss: 0.0311866 | val_loss: 0.0311926 | Time: 4296.12 ms [2022-04-11 13:31:21 main:574] : INFO : Epoch 1548 | loss: 0.0311868 | val_loss: 0.0311905 | Time: 4298 ms [2022-04-11 13:31:25 main:574] : INFO : Epoch 1549 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 4358.74 ms [2022-04-11 13:31:30 main:574] : INFO : Epoch 1550 | loss: 0.0311871 | val_loss: 0.0311907 | Time: 4344.66 ms [2022-04-11 13:31:34 main:574] : INFO : Epoch 1551 | loss: 0.0311864 | val_loss: 0.0311942 | Time: 4306.47 ms [2022-04-11 13:31:38 main:574] : INFO : Epoch 1552 | loss: 0.0311886 | val_loss: 0.0311906 | Time: 4326.21 ms [2022-04-11 13:31:42 main:574] : INFO : Epoch 1553 | loss: 0.0311862 | val_loss: 0.0311905 | Time: 4314.79 ms [2022-04-11 13:31:47 main:574] : INFO : Epoch 1554 | loss: 0.0311857 | val_loss: 0.0311901 | Time: 4294.03 ms [2022-04-11 13:31:51 main:574] : INFO : Epoch 1555 | loss: 0.0311859 | val_loss: 0.0311896 | Time: 4347.74 ms [2022-04-11 13:31:55 main:574] : INFO : Epoch 1556 | loss: 0.031186 | val_loss: 0.0311916 | Time: 4355.13 ms [2022-04-11 13:32:00 main:574] : INFO : Epoch 1557 | loss: 0.031186 | val_loss: 0.0311954 | Time: 4339.66 ms [2022-04-11 13:32:04 main:574] : INFO : Epoch 1558 | loss: 0.0311862 | val_loss: 0.0311899 | Time: 4366.33 ms [2022-04-11 13:32:08 main:574] : INFO : Epoch 1559 | loss: 0.0311865 | val_loss: 0.0311922 | Time: 4267.82 ms [2022-04-11 13:32:13 main:574] : INFO : Epoch 1560 | loss: 0.031187 | val_loss: 0.0311909 | Time: 4294.43 ms [2022-04-11 13:32:17 main:574] : INFO : Epoch 1561 | loss: 0.031186 | val_loss: 0.0311908 | Time: 4302.58 ms [2022-04-11 13:32:21 main:574] : INFO : Epoch 1562 | loss: 0.0311868 | val_loss: 0.0311922 | Time: 4279.32 ms [2022-04-11 13:32:26 main:574] : INFO : Epoch 1563 | loss: 0.0311864 | val_loss: 0.0311918 | Time: 4313.18 ms [2022-04-11 13:32:30 main:574] : INFO : Epoch 1564 | loss: 0.0311881 | val_loss: 0.0311921 | Time: 4320.77 ms [2022-04-11 13:32:34 main:574] : INFO : Epoch 1565 | loss: 0.0311883 | val_loss: 0.0311926 | Time: 4298.45 ms [2022-04-11 13:32:39 main:574] : INFO : Epoch 1566 | loss: 0.0311879 | val_loss: 0.0311918 | Time: 4325.28 ms [2022-04-11 13:32:43 main:574] : INFO : Epoch 1567 | loss: 0.0311866 | val_loss: 0.0311917 | Time: 4311.15 ms [2022-04-11 13:32:47 main:574] : INFO : Epoch 1568 | loss: 0.0311866 | val_loss: 0.0311926 | Time: 4288.86 ms [2022-04-11 13:32:52 main:574] : INFO : Epoch 1569 | loss: 0.0311868 | val_loss: 0.03119 | Time: 4322.36 ms [2022-04-11 13:32:56 main:574] : INFO : Epoch 1570 | loss: 0.0311861 | val_loss: 0.0311922 | Time: 4303.27 ms [2022-04-11 13:33:00 main:574] : INFO : Epoch 1571 | loss: 0.031188 | val_loss: 0.0311898 | Time: 4343.73 ms [2022-04-11 13:33:05 main:574] : INFO : Epoch 1572 | loss: 0.0311862 | val_loss: 0.0311916 | Time: 4316.43 ms [2022-04-11 13:33:09 main:574] : INFO : Epoch 1573 | loss: 0.0311878 | val_loss: 0.0311901 | Time: 4352.46 ms [2022-04-11 13:33:13 main:574] : INFO : Epoch 1574 | loss: 0.0311852 | val_loss: 0.031192 | Time: 4335.8 ms [2022-04-11 13:33:18 main:574] : INFO : Epoch 1575 | loss: 0.031187 | val_loss: 0.0311889 | Time: 4296.7 ms [2022-04-11 13:33:22 main:574] : INFO : Epoch 1576 | loss: 0.0311865 | val_loss: 0.0311891 | Time: 4289.69 ms [2022-04-11 13:33:26 main:574] : INFO : Epoch 1577 | loss: 0.0311889 | val_loss: 0.0312005 | Time: 4375.81 ms [2022-04-11 13:33:31 main:574] : INFO : Epoch 1578 | loss: 0.0311903 | val_loss: 0.0311903 | Time: 4332.41 ms [2022-04-11 13:33:35 main:574] : INFO : Epoch 1579 | loss: 0.03119 | val_loss: 0.0311916 | Time: 4346.06 ms [2022-04-11 13:33:39 main:574] : INFO : Epoch 1580 | loss: 0.031187 | val_loss: 0.0311932 | Time: 4354.91 ms [2022-04-11 13:33:44 main:574] : INFO : Epoch 1581 | loss: 0.0311886 | val_loss: 0.031195 | Time: 4298.82 ms [2022-04-11 13:33:48 main:574] : INFO : Epoch 1582 | loss: 0.0311868 | val_loss: 0.0311949 | Time: 4319.81 ms [2022-04-11 13:33:52 main:574] : INFO : Epoch 1583 | loss: 0.0311862 | val_loss: 0.0311896 | Time: 4312.95 ms [2022-04-11 13:33:56 main:574] : INFO : Epoch 1584 | loss: 0.0311853 | val_loss: 0.0311959 | Time: 4282.51 ms [2022-04-11 13:34:01 main:574] : INFO : Epoch 1585 | loss: 0.0311863 | val_loss: 0.0311926 | Time: 4327.62 ms [2022-04-11 13:34:05 main:574] : INFO : Epoch 1586 | loss: 0.0311854 | val_loss: 0.0311887 | Time: 4322.35 ms [2022-04-11 13:34:09 main:574] : INFO : Epoch 1587 | loss: 0.0311851 | val_loss: 0.0311898 | Time: 4293.28 ms [2022-04-11 13:34:14 main:574] : INFO : Epoch 1588 | loss: 0.031185 | val_loss: 0.0311888 | Time: 4328.75 ms [2022-04-11 13:34:18 main:574] : INFO : Epoch 1589 | loss: 0.0311863 | val_loss: 0.0311984 | Time: 4301.82 ms [2022-04-11 13:34:22 main:574] : INFO : Epoch 1590 | loss: 0.0311882 | val_loss: 0.03119 | Time: 4300.01 ms [2022-04-11 13:34:27 main:574] : INFO : Epoch 1591 | loss: 0.031186 | val_loss: 0.0311914 | Time: 4292.67 ms [2022-04-11 13:34:31 main:574] : INFO : Epoch 1592 | loss: 0.0311856 | val_loss: 0.0311912 | Time: 4373.04 ms [2022-04-11 13:34:35 main:574] : INFO : Epoch 1593 | loss: 0.0311862 | val_loss: 0.0311901 | Time: 4353.39 ms [2022-04-11 13:34:40 main:574] : INFO : Epoch 1594 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 4312.72 ms [2022-04-11 13:34:44 main:574] : INFO : Epoch 1595 | loss: 0.0311852 | val_loss: 0.0311937 | Time: 4293.41 ms [2022-04-11 13:34:48 main:574] : INFO : Epoch 1596 | loss: 0.0311848 | val_loss: 0.0311928 | Time: 4277.05 ms [2022-04-11 13:34:53 main:574] : INFO : Epoch 1597 | loss: 0.0311859 | val_loss: 0.0311888 | Time: 4299.97 ms [2022-04-11 13:34:57 main:574] : INFO : Epoch 1598 | loss: 0.0311876 | val_loss: 0.0311903 | Time: 4318.4 ms [2022-04-11 13:35:01 main:574] : INFO : Epoch 1599 | loss: 0.0311864 | val_loss: 0.0311887 | Time: 4336.82 ms [2022-04-11 13:35:06 main:574] : INFO : Epoch 1600 | loss: 0.0311864 | val_loss: 0.0311927 | Time: 4372.1 ms [2022-04-11 13:35:10 main:574] : INFO : Epoch 1601 | loss: 0.0311849 | val_loss: 0.0311901 | Time: 4319.92 ms [2022-04-11 13:35:14 main:574] : INFO : Epoch 1602 | loss: 0.0311834 | val_loss: 0.0311909 | Time: 4354.7 ms [2022-04-11 13:35:19 main:574] : INFO : Epoch 1603 | loss: 0.0311847 | val_loss: 0.0311922 | Time: 4300.53 ms [2022-04-11 13:35:23 main:574] : INFO : Epoch 1604 | loss: 0.0311866 | val_loss: 0.031189 | Time: 4363.15 ms [2022-04-11 13:35:27 main:574] : INFO : Epoch 1605 | loss: 0.0311839 | val_loss: 0.0311894 | Time: 4343.65 ms [2022-04-11 13:35:32 main:574] : INFO : Epoch 1606 | loss: 0.0311836 | val_loss: 0.0311917 | Time: 4327 ms [2022-04-11 13:35:36 main:574] : INFO : Epoch 1607 | loss: 0.0311848 | val_loss: 0.0311893 | Time: 4357.03 ms [2022-04-11 13:35:40 main:574] : INFO : Epoch 1608 | loss: 0.0311834 | val_loss: 0.0311898 | Time: 4318.78 ms [2022-04-11 13:35:45 main:574] : INFO : Epoch 1609 | loss: 0.0311856 | val_loss: 0.031189 | Time: 4327.24 ms [2022-04-11 13:35:49 main:574] : INFO : Epoch 1610 | loss: 0.0311862 | val_loss: 0.0311931 | Time: 4326.99 ms [2022-04-11 13:35:53 main:574] : INFO : Epoch 1611 | loss: 0.0311871 | val_loss: 0.0311948 | Time: 4280.2 ms [2022-04-11 13:35:58 main:574] : INFO : Epoch 1612 | loss: 0.0311858 | val_loss: 0.0311916 | Time: 4291.98 ms [2022-04-11 13:36:02 main:574] : INFO : Epoch 1613 | loss: 0.0311842 | val_loss: 0.0311891 | Time: 4336.8 ms [2022-04-11 13:36:06 main:574] : INFO : Epoch 1614 | loss: 0.0311831 | val_loss: 0.0311892 | Time: 4303.04 ms [2022-04-11 13:36:11 main:574] : INFO : Epoch 1615 | loss: 0.0311836 | val_loss: 0.03119 | Time: 4359.32 ms [2022-04-11 13:36:15 main:574] : INFO : Epoch 1616 | loss: 0.0311835 | val_loss: 0.0311895 | Time: 4275.16 ms [2022-04-11 13:36:19 main:574] : INFO : Epoch 1617 | loss: 0.0311845 | val_loss: 0.0311983 | Time: 4293.72 ms [2022-04-11 13:36:24 main:574] : INFO : Epoch 1618 | loss: 0.0311866 | val_loss: 0.0311955 | Time: 4303.03 ms [2022-04-11 13:36:28 main:574] : INFO : Epoch 1619 | loss: 0.0311863 | val_loss: 0.0311921 | Time: 4417.61 ms [2022-04-11 13:36:32 main:574] : INFO : Epoch 1620 | loss: 0.0311849 | val_loss: 0.0311885 | Time: 4276.43 ms [2022-04-11 13:36:37 main:574] : INFO : Epoch 1621 | loss: 0.0311841 | val_loss: 0.0311891 | Time: 4285.54 ms [2022-04-11 13:36:41 main:574] : INFO : Epoch 1622 | loss: 0.0311836 | val_loss: 0.0311899 | Time: 4334.55 ms [2022-04-11 13:36:45 main:574] : INFO : Epoch 1623 | loss: 0.0311851 | val_loss: 0.0311911 | Time: 4327.75 ms [2022-04-11 13:36:50 main:574] : INFO : Epoch 1624 | loss: 0.0311827 | val_loss: 0.0311896 | Time: 4308.77 ms [2022-04-11 13:36:54 main:574] : INFO : Epoch 1625 | loss: 0.0311829 | val_loss: 0.0311896 | Time: 4295.22 ms [2022-04-11 13:36:58 main:574] : INFO : Epoch 1626 | loss: 0.0311841 | val_loss: 0.0311905 | Time: 4347.55 ms [2022-04-11 13:37:03 main:574] : INFO : Epoch 1627 | loss: 0.0311837 | val_loss: 0.0311893 | Time: 4345.23 ms [2022-04-11 13:37:07 main:574] : INFO : Epoch 1628 | loss: 0.0311839 | val_loss: 0.0311908 | Time: 4317.74 ms [2022-04-11 13:37:11 main:574] : INFO : Epoch 1629 | loss: 0.0311839 | val_loss: 0.0311901 | Time: 4322.63 ms [2022-04-11 13:37:15 main:574] : INFO : Epoch 1630 | loss: 0.0311825 | val_loss: 0.0311895 | Time: 4317.72 ms [2022-04-11 13:37:20 main:574] : INFO : Epoch 1631 | loss: 0.0311826 | val_loss: 0.0311893 | Time: 4280.27 ms [2022-04-11 13:37:24 main:574] : INFO : Epoch 1632 | loss: 0.0311837 | val_loss: 0.0311928 | Time: 4306.15 ms [2022-04-11 13:37:28 main:574] : INFO : Epoch 1633 | loss: 0.0311882 | val_loss: 0.0311892 | Time: 4339.21 ms [2022-04-11 13:37:33 main:574] : INFO : Epoch 1634 | loss: 0.0311901 | val_loss: 0.0312872 | Time: 4332.91 ms [2022-04-11 13:37:37 main:574] : INFO : Epoch 1635 | loss: 0.0434096 | val_loss: 0.0482061 | Time: 4283.68 ms [2022-04-11 13:37:41 main:574] : INFO : Epoch 1636 | loss: 0.0365063 | val_loss: 0.0317939 | Time: 4352.89 ms [2022-04-11 13:37:46 main:574] : INFO : Epoch 1637 | loss: 0.0316914 | val_loss: 0.0315013 | Time: 4352.32 ms [2022-04-11 13:37:50 main:574] : INFO : Epoch 1638 | loss: 0.0313416 | val_loss: 0.0313046 | Time: 4234.13 ms [2022-04-11 13:37:54 main:574] : INFO : Epoch 1639 | loss: 0.0312777 | val_loss: 0.031267 | Time: 4307.73 ms [2022-04-11 13:37:59 main:574] : INFO : Epoch 1640 | loss: 0.0312635 | val_loss: 0.0312609 | Time: 4286.31 ms [2022-04-11 13:38:03 main:574] : INFO : Epoch 1641 | loss: 0.0312592 | val_loss: 0.0312584 | Time: 4341.88 ms [2022-04-11 13:38:07 main:574] : INFO : Epoch 1642 | loss: 0.0312567 | val_loss: 0.0312561 | Time: 4268.35 ms [2022-04-11 13:38:12 main:574] : INFO : Epoch 1643 | loss: 0.0312546 | val_loss: 0.0312543 | Time: 4355.35 ms [2022-04-11 13:38:16 main:574] : INFO : Epoch 1644 | loss: 0.0312528 | val_loss: 0.0312529 | Time: 4357.95 ms [2022-04-11 13:38:20 main:574] : INFO : Epoch 1645 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 4325.32 ms [2022-04-11 13:38:25 main:574] : INFO : Epoch 1646 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 4379.57 ms [2022-04-11 13:38:29 main:574] : INFO : Epoch 1647 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 4314.88 ms [2022-04-11 13:38:33 main:574] : INFO : Epoch 1648 | loss: 0.0312449 | val_loss: 0.031244 | Time: 4360.38 ms [2022-04-11 13:38:38 main:574] : INFO : Epoch 1649 | loss: 0.031242 | val_loss: 0.0312408 | Time: 4375.58 ms [2022-04-11 13:38:42 main:574] : INFO : Epoch 1650 | loss: 0.031238 | val_loss: 0.0312362 | Time: 4354.96 ms [2022-04-11 13:38:46 main:574] : INFO : Epoch 1651 | loss: 0.0312332 | val_loss: 0.0312313 | Time: 4311.8 ms [2022-04-11 13:38:51 main:574] : INFO : Epoch 1652 | loss: 0.0312272 | val_loss: 0.0312228 | Time: 4301.53 ms [2022-04-11 13:38:55 main:574] : INFO : Epoch 1653 | loss: 0.0312216 | val_loss: 0.0312188 | Time: 4304.02 ms [2022-04-11 13:38:59 main:574] : INFO : Epoch 1654 | loss: 0.0312184 | val_loss: 0.0312159 | Time: 4257.08 ms [2022-04-11 13:39:04 main:574] : INFO : Epoch 1655 | loss: 0.0312161 | val_loss: 0.0312144 | Time: 4352.7 ms [2022-04-11 13:39:08 main:574] : INFO : Epoch 1656 | loss: 0.0312146 | val_loss: 0.0312134 | Time: 4309.49 ms [2022-04-11 13:39:12 main:574] : INFO : Epoch 1657 | loss: 0.0312136 | val_loss: 0.0312121 | Time: 4346.54 ms [2022-04-11 13:39:17 main:574] : INFO : Epoch 1658 | loss: 0.0312125 | val_loss: 0.0312115 | Time: 4315.36 ms [2022-04-11 13:39:21 main:574] : INFO : Epoch 1659 | loss: 0.0312113 | val_loss: 0.0312104 | Time: 4328.13 ms [2022-04-11 13:39:25 main:574] : INFO : Epoch 1660 | loss: 0.0312099 | val_loss: 0.0312088 | Time: 4282.37 ms [2022-04-11 13:39:30 main:574] : INFO : Epoch 1661 | loss: 0.0312086 | val_loss: 0.0312077 | Time: 4327.31 ms [2022-04-11 13:39:34 main:574] : INFO : Epoch 1662 | loss: 0.0312078 | val_loss: 0.0312077 | Time: 4317.96 ms [2022-04-11 13:39:38 main:574] : INFO : Epoch 1663 | loss: 0.0312073 | val_loss: 0.0312056 | Time: 4317.84 ms [2022-04-11 13:39:43 main:574] : INFO : Epoch 1664 | loss: 0.0312068 | val_loss: 0.0312053 | Time: 4357.06 ms [2022-04-11 13:39:47 main:574] : INFO : Epoch 1665 | loss: 0.0312058 | val_loss: 0.0312044 | Time: 4295.4 ms [2022-04-11 13:39:51 main:574] : INFO : Epoch 1666 | loss: 0.0312055 | val_loss: 0.0312042 | Time: 4317.13 ms [2022-04-11 13:39:56 main:574] : INFO : Epoch 1667 | loss: 0.0312061 | val_loss: 0.0312036 | Time: 4314.18 ms [2022-04-11 13:40:00 main:574] : INFO : Epoch 1668 | loss: 0.0312041 | val_loss: 0.031203 | Time: 4337.59 ms [2022-04-11 13:40:04 main:574] : INFO : Epoch 1669 | loss: 0.0312032 | val_loss: 0.0312018 | Time: 4317.18 ms [2022-04-11 13:40:08 main:574] : INFO : Epoch 1670 | loss: 0.0312009 | val_loss: 0.0312008 | Time: 4286.74 ms [2022-04-11 13:40:13 main:574] : INFO : Epoch 1671 | loss: 0.0312002 | val_loss: 0.0312005 | Time: 4284.02 ms [2022-04-11 13:40:17 main:574] : INFO : Epoch 1672 | loss: 0.0312001 | val_loss: 0.0311996 | Time: 4303.24 ms [2022-04-11 13:40:21 main:574] : INFO : Epoch 1673 | loss: 0.0311992 | val_loss: 0.0311999 | Time: 4293.09 ms [2022-04-11 13:40:26 main:574] : INFO : Epoch 1674 | loss: 0.031199 | val_loss: 0.0311991 | Time: 4312.33 ms [2022-04-11 13:40:30 main:574] : INFO : Epoch 1675 | loss: 0.0311986 | val_loss: 0.031199 | Time: 4342.76 ms [2022-04-11 13:40:34 main:574] : INFO : Epoch 1676 | loss: 0.0311984 | val_loss: 0.0311987 | Time: 4362.22 ms [2022-04-11 13:40:39 main:574] : INFO : Epoch 1677 | loss: 0.0311986 | val_loss: 0.0311986 | Time: 4257.56 ms [2022-04-11 13:40:43 main:574] : INFO : Epoch 1678 | loss: 0.0311979 | val_loss: 0.0311992 | Time: 4323.54 ms [2022-04-11 13:40:47 main:574] : INFO : Epoch 1679 | loss: 0.0311984 | val_loss: 0.0311983 | Time: 4321.27 ms [2022-04-11 13:40:52 main:574] : INFO : Epoch 1680 | loss: 0.031198 | val_loss: 0.0311983 | Time: 4313.93 ms [2022-04-11 13:40:56 main:574] : INFO : Epoch 1681 | loss: 0.0311975 | val_loss: 0.0311988 | Time: 4311.98 ms [2022-04-11 13:41:00 main:574] : INFO : Epoch 1682 | loss: 0.0311973 | val_loss: 0.0311983 | Time: 4332.9 ms [2022-04-11 13:41:05 main:574] : INFO : Epoch 1683 | loss: 0.031197 | val_loss: 0.031198 | Time: 4318.24 ms [2022-04-11 13:41:09 main:574] : INFO : Epoch 1684 | loss: 0.0311975 | val_loss: 0.031199 | Time: 4327.64 ms [2022-04-11 13:41:13 main:574] : INFO : Epoch 1685 | loss: 0.0311969 | val_loss: 0.031198 | Time: 4266.78 ms [2022-04-11 13:41:18 main:574] : INFO : Epoch 1686 | loss: 0.0311968 | val_loss: 0.0311977 | Time: 4331.63 ms [2022-04-11 13:41:22 main:574] : INFO : Epoch 1687 | loss: 0.0311967 | val_loss: 0.0311975 | Time: 4312.76 ms [2022-04-11 13:41:26 main:574] : INFO : Epoch 1688 | loss: 0.0311967 | val_loss: 0.0311981 | Time: 4256.6 ms [2022-04-11 13:41:30 main:574] : INFO : Epoch 1689 | loss: 0.0311965 | val_loss: 0.0311978 | Time: 4312.48 ms [2022-04-11 13:41:35 main:574] : INFO : Epoch 1690 | loss: 0.0311965 | val_loss: 0.0311975 | Time: 4336.12 ms [2022-04-11 13:41:39 main:574] : INFO : Epoch 1691 | loss: 0.0311965 | val_loss: 0.0311978 | Time: 4303.44 ms [2022-04-11 13:41:43 main:574] : INFO : Epoch 1692 | loss: 0.0311961 | val_loss: 0.0311972 | Time: 4301.59 ms [2022-04-11 13:41:48 main:574] : INFO : Epoch 1693 | loss: 0.0311958 | val_loss: 0.0311972 | Time: 4290.96 ms [2022-04-11 13:41:52 main:574] : INFO : Epoch 1694 | loss: 0.0311958 | val_loss: 0.0311974 | Time: 4295.88 ms [2022-04-11 13:41:56 main:574] : INFO : Epoch 1695 | loss: 0.0311959 | val_loss: 0.0311964 | Time: 4314.29 ms [2022-04-11 13:42:01 main:574] : INFO : Epoch 1696 | loss: 0.0311955 | val_loss: 0.0311963 | Time: 4322.35 ms [2022-04-11 13:42:05 main:574] : INFO : Epoch 1697 | loss: 0.031195 | val_loss: 0.0311963 | Time: 4373.87 ms [2022-04-11 13:42:09 main:574] : INFO : Epoch 1698 | loss: 0.0311934 | val_loss: 0.0311941 | Time: 4331.16 ms [2022-04-11 13:42:14 main:574] : INFO : Epoch 1699 | loss: 0.0311912 | val_loss: 0.0311943 | Time: 4330.73 ms [2022-04-11 13:42:18 main:574] : INFO : Epoch 1700 | loss: 0.0311903 | val_loss: 0.0311934 | Time: 4318.5 ms [2022-04-11 13:42:22 main:574] : INFO : Epoch 1701 | loss: 0.0311899 | val_loss: 0.0311929 | Time: 4282.88 ms [2022-04-11 13:42:27 main:574] : INFO : Epoch 1702 | loss: 0.0311894 | val_loss: 0.0311934 | Time: 4361.41 ms [2022-04-11 13:42:31 main:574] : INFO : Epoch 1703 | loss: 0.0311904 | val_loss: 0.0311927 | Time: 4355.76 ms [2022-04-11 13:42:35 main:574] : INFO : Epoch 1704 | loss: 0.0311894 | val_loss: 0.0311931 | Time: 4290.69 ms [2022-04-11 13:42:40 main:574] : INFO : Epoch 1705 | loss: 0.0311889 | val_loss: 0.0311932 | Time: 4282.85 ms [2022-04-11 13:42:44 main:574] : INFO : Epoch 1706 | loss: 0.0311892 | val_loss: 0.0311924 | Time: 4299.24 ms [2022-04-11 13:42:48 main:574] : INFO : Epoch 1707 | loss: 0.0311887 | val_loss: 0.0311926 | Time: 4317.27 ms [2022-04-11 13:42:53 main:574] : INFO : Epoch 1708 | loss: 0.0311887 | val_loss: 0.0311925 | Time: 4335.61 ms [2022-04-11 13:42:57 main:574] : INFO : Epoch 1709 | loss: 0.0311888 | val_loss: 0.0311929 | Time: 4325.99 ms [2022-04-11 13:43:01 main:574] : INFO : Epoch 1710 | loss: 0.0311888 | val_loss: 0.031193 | Time: 4375.42 ms [2022-04-11 13:43:06 main:574] : INFO : Epoch 1711 | loss: 0.0311892 | val_loss: 0.0311928 | Time: 4297.53 ms [2022-04-11 13:43:10 main:574] : INFO : Epoch 1712 | loss: 0.0311882 | val_loss: 0.031193 | Time: 4319.34 ms [2022-04-11 13:43:14 main:574] : INFO : Epoch 1713 | loss: 0.0311881 | val_loss: 0.0311928 | Time: 4348.61 ms [2022-04-11 13:43:19 main:574] : INFO : Epoch 1714 | loss: 0.0311884 | val_loss: 0.0311931 | Time: 4336.23 ms [2022-04-11 13:43:23 main:574] : INFO : Epoch 1715 | loss: 0.0311875 | val_loss: 0.0311922 | Time: 4328.22 ms [2022-04-11 13:43:27 main:574] : INFO : Epoch 1716 | loss: 0.0311875 | val_loss: 0.031193 | Time: 4322.78 ms [2022-04-11 13:43:32 main:574] : INFO : Epoch 1717 | loss: 0.0311883 | val_loss: 0.0311954 | Time: 4277.15 ms [2022-04-11 13:43:36 main:574] : INFO : Epoch 1718 | loss: 0.031188 | val_loss: 0.0311926 | Time: 4310.84 ms [2022-04-11 13:43:40 main:574] : INFO : Epoch 1719 | loss: 0.0311869 | val_loss: 0.031192 | Time: 4337.48 ms [2022-04-11 13:43:45 main:574] : INFO : Epoch 1720 | loss: 0.0311868 | val_loss: 0.0311924 | Time: 4316.08 ms [2022-04-11 13:43:49 main:574] : INFO : Epoch 1721 | loss: 0.0311868 | val_loss: 0.0311919 | Time: 4313.08 ms [2022-04-11 13:43:53 main:574] : INFO : Epoch 1722 | loss: 0.0311866 | val_loss: 0.0311912 | Time: 4302.51 ms [2022-04-11 13:43:57 main:574] : INFO : Epoch 1723 | loss: 0.0311863 | val_loss: 0.0311918 | Time: 4319.32 ms [2022-04-11 13:44:02 main:574] : INFO : Epoch 1724 | loss: 0.0311862 | val_loss: 0.0311916 | Time: 4327.66 ms [2022-04-11 13:44:06 main:574] : INFO : Epoch 1725 | loss: 0.0311859 | val_loss: 0.0311917 | Time: 4346.58 ms [2022-04-11 13:44:10 main:574] : INFO : Epoch 1726 | loss: 0.0311859 | val_loss: 0.0311914 | Time: 4344.75 ms [2022-04-11 13:44:15 main:574] : INFO : Epoch 1727 | loss: 0.0311862 | val_loss: 0.0311925 | Time: 4364.66 ms [2022-04-11 13:44:19 main:574] : INFO : Epoch 1728 | loss: 0.0311858 | val_loss: 0.0311915 | Time: 4287.83 ms [2022-04-11 13:44:24 main:574] : INFO : Epoch 1729 | loss: 0.0311856 | val_loss: 0.0311918 | Time: 4382.42 ms [2022-04-11 13:44:28 main:574] : INFO : Epoch 1730 | loss: 0.0311856 | val_loss: 0.0311919 | Time: 4565.04 ms [2022-04-11 13:44:32 main:574] : INFO : Epoch 1731 | loss: 0.0311857 | val_loss: 0.0311942 | Time: 4350.73 ms [2022-04-11 13:44:37 main:574] : INFO : Epoch 1732 | loss: 0.0311871 | val_loss: 0.0311915 | Time: 4335.49 ms [2022-04-11 13:44:41 main:574] : INFO : Epoch 1733 | loss: 0.0311864 | val_loss: 0.0311912 | Time: 4334.34 ms [2022-04-11 13:44:45 main:574] : INFO : Epoch 1734 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 4315.12 ms [2022-04-11 13:44:50 main:574] : INFO : Epoch 1735 | loss: 0.0311854 | val_loss: 0.031192 | Time: 4318.36 ms [2022-04-11 13:44:54 main:574] : INFO : Epoch 1736 | loss: 0.0311854 | val_loss: 0.031192 | Time: 4326.3 ms [2022-04-11 13:44:58 main:574] : INFO : Epoch 1737 | loss: 0.0311849 | val_loss: 0.031191 | Time: 4330.56 ms [2022-04-11 13:45:03 main:574] : INFO : Epoch 1738 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 4274.48 ms [2022-04-11 13:45:07 main:574] : INFO : Epoch 1739 | loss: 0.0311848 | val_loss: 0.0311914 | Time: 4372.22 ms [2022-04-11 13:45:11 main:574] : INFO : Epoch 1740 | loss: 0.0311849 | val_loss: 0.0311926 | Time: 4260 ms [2022-04-11 13:45:16 main:574] : INFO : Epoch 1741 | loss: 0.0311856 | val_loss: 0.0311922 | Time: 4355.37 ms [2022-04-11 13:45:20 main:574] : INFO : Epoch 1742 | loss: 0.0311851 | val_loss: 0.031193 | Time: 4355.24 ms [2022-04-11 13:45:24 main:574] : INFO : Epoch 1743 | loss: 0.0311849 | val_loss: 0.031192 | Time: 4295.68 ms [2022-04-11 13:45:29 main:574] : INFO : Epoch 1744 | loss: 0.031186 | val_loss: 0.0311927 | Time: 4333.01 ms [2022-04-11 13:45:33 main:574] : INFO : Epoch 1745 | loss: 0.0311852 | val_loss: 0.0311916 | Time: 4380.88 ms [2022-04-11 13:45:37 main:574] : INFO : Epoch 1746 | loss: 0.0311841 | val_loss: 0.031193 | Time: 4269.85 ms [2022-04-11 13:45:42 main:574] : INFO : Epoch 1747 | loss: 0.0311849 | val_loss: 0.0311917 | Time: 4329.7 ms [2022-04-11 13:45:46 main:574] : INFO : Epoch 1748 | loss: 0.0311841 | val_loss: 0.031193 | Time: 4330.57 ms [2022-04-11 13:45:50 main:574] : INFO : Epoch 1749 | loss: 0.0311847 | val_loss: 0.0311915 | Time: 4354.48 ms [2022-04-11 13:45:55 main:574] : INFO : Epoch 1750 | loss: 0.0311841 | val_loss: 0.0311911 | Time: 4381.51 ms [2022-04-11 13:45:59 main:574] : INFO : Epoch 1751 | loss: 0.0311842 | val_loss: 0.0311916 | Time: 4322.29 ms [2022-04-11 13:46:03 main:574] : INFO : Epoch 1752 | loss: 0.0311839 | val_loss: 0.0311917 | Time: 4312.26 ms [2022-04-11 13:46:08 main:574] : INFO : Epoch 1753 | loss: 0.0311841 | val_loss: 0.0311936 | Time: 4311.16 ms [2022-04-11 13:46:12 main:574] : INFO : Epoch 1754 | loss: 0.0311851 | val_loss: 0.0311931 | Time: 4299.41 ms [2022-04-11 13:46:16 main:574] : INFO : Epoch 1755 | loss: 0.0311863 | val_loss: 0.0311951 | Time: 4311.59 ms [2022-04-11 13:46:21 main:574] : INFO : Epoch 1756 | loss: 0.0311853 | val_loss: 0.0311913 | Time: 4347.56 ms [2022-04-11 13:46:25 main:574] : INFO : Epoch 1757 | loss: 0.0311838 | val_loss: 0.0311906 | Time: 4322.1 ms [2022-04-11 13:46:29 main:574] : INFO : Epoch 1758 | loss: 0.0311837 | val_loss: 0.0311913 | Time: 4336.08 ms [2022-04-11 13:46:34 main:574] : INFO : Epoch 1759 | loss: 0.0311838 | val_loss: 0.0311908 | Time: 4337.02 ms [2022-04-11 13:46:38 main:574] : INFO : Epoch 1760 | loss: 0.0311836 | val_loss: 0.0311914 | Time: 4307.94 ms [2022-04-11 13:46:42 main:574] : INFO : Epoch 1761 | loss: 0.0311833 | val_loss: 0.0311912 | Time: 4326.99 ms [2022-04-11 13:46:47 main:574] : INFO : Epoch 1762 | loss: 0.0311835 | val_loss: 0.0311909 | Time: 4316.42 ms [2022-04-11 13:46:51 main:574] : INFO : Epoch 1763 | loss: 0.0311839 | val_loss: 0.031193 | Time: 4337.54 ms [2022-04-11 13:46:55 main:574] : INFO : Epoch 1764 | loss: 0.0311831 | val_loss: 0.0311908 | Time: 4299.09 ms [2022-04-11 13:47:00 main:574] : INFO : Epoch 1765 | loss: 0.031183 | val_loss: 0.0311906 | Time: 4294.69 ms [2022-04-11 13:47:04 main:574] : INFO : Epoch 1766 | loss: 0.0311827 | val_loss: 0.0311908 | Time: 4293.69 ms [2022-04-11 13:47:08 main:574] : INFO : Epoch 1767 | loss: 0.0311827 | val_loss: 0.0311907 | Time: 4340.21 ms [2022-04-11 13:47:13 main:574] : INFO : Epoch 1768 | loss: 0.0311829 | val_loss: 0.0311902 | Time: 4351.58 ms [2022-04-11 13:47:17 main:574] : INFO : Epoch 1769 | loss: 0.0311828 | val_loss: 0.0311929 | Time: 4333.62 ms [2022-04-11 13:47:21 main:574] : INFO : Epoch 1770 | loss: 0.0311831 | val_loss: 0.0311909 | Time: 4294.08 ms [2022-04-11 13:47:26 main:574] : INFO : Epoch 1771 | loss: 0.0311826 | val_loss: 0.0311921 | Time: 4291.6 ms [2022-04-11 13:47:30 main:574] : INFO : Epoch 1772 | loss: 0.0311824 | val_loss: 0.0311906 | Time: 4292.28 ms [2022-04-11 13:47:34 main:574] : INFO : Epoch 1773 | loss: 0.0311833 | val_loss: 0.0311911 | Time: 4278.87 ms [2022-04-11 13:47:38 main:574] : INFO : Epoch 1774 | loss: 0.0311835 | val_loss: 0.0311915 | Time: 4299.76 ms [2022-04-11 13:47:43 main:574] : INFO : Epoch 1775 | loss: 0.0311823 | val_loss: 0.0311917 | Time: 4298.6 ms [2022-04-11 13:47:47 main:574] : INFO : Epoch 1776 | loss: 0.0311826 | val_loss: 0.0311911 | Time: 4366.01 ms [2022-04-11 13:47:51 main:574] : INFO : Epoch 1777 | loss: 0.0311835 | val_loss: 0.0311915 | Time: 4290.65 ms [2022-04-11 13:47:56 main:574] : INFO : Epoch 1778 | loss: 0.031183 | val_loss: 0.0311912 | Time: 4335.98 ms [2022-04-11 13:48:00 main:574] : INFO : Epoch 1779 | loss: 0.0311817 | val_loss: 0.0311926 | Time: 4464.02 ms [2022-04-11 13:48:05 main:574] : INFO : Epoch 1780 | loss: 0.0311822 | val_loss: 0.0311924 | Time: 4321.9 ms [2022-04-11 13:48:09 main:574] : INFO : Epoch 1781 | loss: 0.0311825 | val_loss: 0.0311907 | Time: 4327.55 ms [2022-04-11 13:48:13 main:574] : INFO : Epoch 1782 | loss: 0.0311819 | val_loss: 0.031191 | Time: 4214.73 ms [2022-04-11 13:48:17 main:574] : INFO : Epoch 1783 | loss: 0.031183 | val_loss: 0.0311924 | Time: 4326.17 ms [2022-04-11 13:48:22 main:574] : INFO : Epoch 1784 | loss: 0.031182 | val_loss: 0.0311913 | Time: 4361.1 ms [2022-04-11 13:48:26 main:574] : INFO : Epoch 1785 | loss: 0.0311827 | val_loss: 0.0311925 | Time: 4307.31 ms [2022-04-11 13:48:30 main:574] : INFO : Epoch 1786 | loss: 0.0311829 | val_loss: 0.0311916 | Time: 4329.43 ms [2022-04-11 13:48:35 main:574] : INFO : Epoch 1787 | loss: 0.0311861 | val_loss: 0.0311938 | Time: 4354.92 ms [2022-04-11 13:48:39 main:574] : INFO : Epoch 1788 | loss: 0.0311835 | val_loss: 0.0311919 | Time: 4305.4 ms [2022-04-11 13:48:43 main:574] : INFO : Epoch 1789 | loss: 0.031184 | val_loss: 0.0311946 | Time: 4315.58 ms [2022-04-11 13:48:48 main:574] : INFO : Epoch 1790 | loss: 0.0311835 | val_loss: 0.0311912 | Time: 4342.95 ms [2022-04-11 13:48:52 main:574] : INFO : Epoch 1791 | loss: 0.0311821 | val_loss: 0.0311912 | Time: 4273.25 ms [2022-04-11 13:48:56 main:574] : INFO : Epoch 1792 | loss: 0.0311812 | val_loss: 0.0311909 | Time: 4317.81 ms [2022-04-11 13:49:01 main:574] : INFO : Epoch 1793 | loss: 0.0311812 | val_loss: 0.0311921 | Time: 4334.27 ms [2022-04-11 13:49:05 main:574] : INFO : Epoch 1794 | loss: 0.0311814 | val_loss: 0.0311909 | Time: 4343.86 ms [2022-04-11 13:49:09 main:574] : INFO : Epoch 1795 | loss: 0.0311812 | val_loss: 0.0311912 | Time: 4355.62 ms [2022-04-11 13:49:14 main:574] : INFO : Epoch 1796 | loss: 0.0311833 | val_loss: 0.0311927 | Time: 4323.45 ms [2022-04-11 13:49:18 main:574] : INFO : Epoch 1797 | loss: 0.0311818 | val_loss: 0.0311929 | Time: 4297.42 ms [2022-04-11 13:49:22 main:574] : INFO : Epoch 1798 | loss: 0.0311815 | val_loss: 0.0311924 | Time: 4362.49 ms [2022-04-11 13:49:27 main:574] : INFO : Epoch 1799 | loss: 0.0311815 | val_loss: 0.0311926 | Time: 4328.99 ms [2022-04-11 13:49:31 main:574] : INFO : Epoch 1800 | loss: 0.0311811 | val_loss: 0.0311915 | Time: 4355.09 ms [2022-04-11 13:49:35 main:574] : INFO : Epoch 1801 | loss: 0.0311807 | val_loss: 0.0311918 | Time: 4302.95 ms [2022-04-11 13:49:40 main:574] : INFO : Epoch 1802 | loss: 0.0311805 | val_loss: 0.0311923 | Time: 4287.41 ms [2022-04-11 13:49:44 main:574] : INFO : Epoch 1803 | loss: 0.0311809 | val_loss: 0.0311922 | Time: 4279.86 ms [2022-04-11 13:49:48 main:574] : INFO : Epoch 1804 | loss: 0.0311807 | val_loss: 0.0311937 | Time: 4363.79 ms [2022-04-11 13:49:53 main:574] : INFO : Epoch 1805 | loss: 0.0311828 | val_loss: 0.0311922 | Time: 4315.38 ms [2022-04-11 13:49:57 main:574] : INFO : Epoch 1806 | loss: 0.0311825 | val_loss: 0.0311947 | Time: 4376.35 ms [2022-04-11 13:50:01 main:574] : INFO : Epoch 1807 | loss: 0.0311818 | val_loss: 0.0311915 | Time: 4338.81 ms [2022-04-11 13:50:06 main:574] : INFO : Epoch 1808 | loss: 0.0311807 | val_loss: 0.0311924 | Time: 4261.32 ms [2022-04-11 13:50:10 main:574] : INFO : Epoch 1809 | loss: 0.0311814 | val_loss: 0.0311918 | Time: 4358.29 ms [2022-04-11 13:50:14 main:574] : INFO : Epoch 1810 | loss: 0.0311816 | val_loss: 0.0311936 | Time: 4307.53 ms [2022-04-11 13:50:19 main:574] : INFO : Epoch 1811 | loss: 0.0311808 | val_loss: 0.0311909 | Time: 4305.28 ms [2022-04-11 13:50:23 main:574] : INFO : Epoch 1812 | loss: 0.0311854 | val_loss: 0.0312005 | Time: 4368.19 ms [2022-04-11 13:50:27 main:574] : INFO : Epoch 1813 | loss: 0.0311845 | val_loss: 0.0311909 | Time: 4318.83 ms [2022-04-11 13:50:32 main:574] : INFO : Epoch 1814 | loss: 0.0311807 | val_loss: 0.031193 | Time: 4283.85 ms [2022-04-11 13:50:36 main:574] : INFO : Epoch 1815 | loss: 0.0311808 | val_loss: 0.0311918 | Time: 4294.8 ms [2022-04-11 13:50:40 main:574] : INFO : Epoch 1816 | loss: 0.0311809 | val_loss: 0.031191 | Time: 4286.58 ms [2022-04-11 13:50:45 main:574] : INFO : Epoch 1817 | loss: 0.0311809 | val_loss: 0.0311913 | Time: 4347.62 ms [2022-04-11 13:50:49 main:574] : INFO : Epoch 1818 | loss: 0.0311803 | val_loss: 0.0311905 | Time: 4337.83 ms [2022-04-11 13:50:53 main:574] : INFO : Epoch 1819 | loss: 0.0311809 | val_loss: 0.0311912 | Time: 4313.73 ms [2022-04-11 13:50:58 main:574] : INFO : Epoch 1820 | loss: 0.0311803 | val_loss: 0.0311917 | Time: 4339.93 ms [2022-04-11 13:51:02 main:574] : INFO : Epoch 1821 | loss: 0.03118 | val_loss: 0.0311924 | Time: 4298.16 ms [2022-04-11 13:51:06 main:574] : INFO : Epoch 1822 | loss: 0.0311828 | val_loss: 0.0311922 | Time: 4316.93 ms [2022-04-11 13:51:11 main:574] : INFO : Epoch 1823 | loss: 0.0311819 | val_loss: 0.0311923 | Time: 4308.91 ms [2022-04-11 13:51:15 main:574] : INFO : Epoch 1824 | loss: 0.0311816 | val_loss: 0.031192 | Time: 4310.6 ms [2022-04-11 13:51:19 main:574] : INFO : Epoch 1825 | loss: 0.0311815 | val_loss: 0.0311955 | Time: 4325.13 ms [2022-04-11 13:51:23 main:574] : INFO : Epoch 1826 | loss: 0.0311816 | val_loss: 0.0311916 | Time: 4328.18 ms [2022-04-11 13:51:28 main:574] : INFO : Epoch 1827 | loss: 0.0311827 | val_loss: 0.0311919 | Time: 4323.08 ms [2022-04-11 13:51:32 main:574] : INFO : Epoch 1828 | loss: 0.0311811 | val_loss: 0.0311915 | Time: 4302.45 ms [2022-04-11 13:51:36 main:574] : INFO : Epoch 1829 | loss: 0.0311829 | val_loss: 0.031192 | Time: 4300.87 ms [2022-04-11 13:51:41 main:574] : INFO : Epoch 1830 | loss: 0.0311826 | val_loss: 0.0311961 | Time: 4271.41 ms [2022-04-11 13:51:45 main:574] : INFO : Epoch 1831 | loss: 0.0311838 | val_loss: 0.0311945 | Time: 4347.93 ms [2022-04-11 13:51:49 main:574] : INFO : Epoch 1832 | loss: 0.0311845 | val_loss: 0.0311915 | Time: 4298.1 ms [2022-04-11 13:51:54 main:574] : INFO : Epoch 1833 | loss: 0.0311809 | val_loss: 0.0311913 | Time: 4306.43 ms [2022-04-11 13:51:58 main:574] : INFO : Epoch 1834 | loss: 0.03118 | val_loss: 0.0311907 | Time: 4367.35 ms [2022-04-11 13:52:02 main:574] : INFO : Epoch 1835 | loss: 0.0311801 | val_loss: 0.0311928 | Time: 4299.89 ms [2022-04-11 13:52:07 main:574] : INFO : Epoch 1836 | loss: 0.0311827 | val_loss: 0.0311921 | Time: 4352.13 ms [2022-04-11 13:52:11 main:574] : INFO : Epoch 1837 | loss: 0.0311793 | val_loss: 0.0311904 | Time: 4332.35 ms [2022-04-11 13:52:15 main:574] : INFO : Epoch 1838 | loss: 0.0311794 | val_loss: 0.0311903 | Time: 4339.97 ms [2022-04-11 13:52:20 main:574] : INFO : Epoch 1839 | loss: 0.031179 | val_loss: 0.0311912 | Time: 4323.96 ms [2022-04-11 13:52:24 main:574] : INFO : Epoch 1840 | loss: 0.0311802 | val_loss: 0.0311919 | Time: 4344.84 ms [2022-04-11 13:52:28 main:574] : INFO : Epoch 1841 | loss: 0.0311804 | val_loss: 0.0311925 | Time: 4302.03 ms [2022-04-11 13:52:33 main:574] : INFO : Epoch 1842 | loss: 0.0311799 | val_loss: 0.031191 | Time: 4304.85 ms [2022-04-11 13:52:37 main:574] : INFO : Epoch 1843 | loss: 0.0311789 | val_loss: 0.0311907 | Time: 4300.78 ms [2022-04-11 13:52:41 main:574] : INFO : Epoch 1844 | loss: 0.0311793 | val_loss: 0.0311921 | Time: 4341.31 ms [2022-04-11 13:52:46 main:574] : INFO : Epoch 1845 | loss: 0.0311794 | val_loss: 0.0311895 | Time: 4304.73 ms [2022-04-11 13:52:50 main:574] : INFO : Epoch 1846 | loss: 0.031179 | val_loss: 0.0311905 | Time: 4310.33 ms [2022-04-11 13:52:54 main:574] : INFO : Epoch 1847 | loss: 0.0311802 | val_loss: 0.0311913 | Time: 4360.78 ms [2022-04-11 13:52:59 main:574] : INFO : Epoch 1848 | loss: 0.0311851 | val_loss: 0.0311924 | Time: 4281 ms [2022-04-11 13:53:03 main:574] : INFO : Epoch 1849 | loss: 0.0311856 | val_loss: 0.0311905 | Time: 4316.3 ms [2022-04-11 13:53:07 main:574] : INFO : Epoch 1850 | loss: 0.0311841 | val_loss: 0.0311891 | Time: 4301.47 ms [2022-04-11 13:53:12 main:574] : INFO : Epoch 1851 | loss: 0.031183 | val_loss: 0.0311907 | Time: 4327.93 ms [2022-04-11 13:53:16 main:574] : INFO : Epoch 1852 | loss: 0.0311831 | val_loss: 0.0311917 | Time: 4312.34 ms [2022-04-11 13:53:20 main:574] : INFO : Epoch 1853 | loss: 0.031182 | val_loss: 0.031189 | Time: 4313.18 ms [2022-04-11 13:53:25 main:574] : INFO : Epoch 1854 | loss: 0.0311829 | val_loss: 0.031188 | Time: 4360.51 ms [2022-04-11 13:53:29 main:574] : INFO : Epoch 1855 | loss: 0.0311825 | val_loss: 0.0311887 | Time: 4332.89 ms [2022-04-11 13:53:33 main:574] : INFO : Epoch 1856 | loss: 0.0311822 | val_loss: 0.0311878 | Time: 4312.39 ms [2022-04-11 13:53:38 main:574] : INFO : Epoch 1857 | loss: 0.0311815 | val_loss: 0.0311901 | Time: 4310.42 ms [2022-04-11 13:53:42 main:574] : INFO : Epoch 1858 | loss: 0.0311815 | val_loss: 0.0311938 | Time: 4373.06 ms [2022-04-11 13:53:46 main:574] : INFO : Epoch 1859 | loss: 0.0311822 | val_loss: 0.0311922 | Time: 4322.18 ms [2022-04-11 13:53:51 main:574] : INFO : Epoch 1860 | loss: 0.0311811 | val_loss: 0.0311898 | Time: 4318.34 ms [2022-04-11 13:53:55 main:574] : INFO : Epoch 1861 | loss: 0.031181 | val_loss: 0.0311891 | Time: 4285.6 ms [2022-04-11 13:53:59 main:574] : INFO : Epoch 1862 | loss: 0.03118 | val_loss: 0.0311901 | Time: 4348.51 ms [2022-04-11 13:54:04 main:574] : INFO : Epoch 1863 | loss: 0.0311809 | val_loss: 0.031191 | Time: 4322.53 ms [2022-04-11 13:54:08 main:574] : INFO : Epoch 1864 | loss: 0.0311805 | val_loss: 0.0311889 | Time: 4316.18 ms [2022-04-11 13:54:12 main:574] : INFO : Epoch 1865 | loss: 0.03118 | val_loss: 0.031189 | Time: 4326.57 ms [2022-04-11 13:54:17 main:574] : INFO : Epoch 1866 | loss: 0.0311798 | val_loss: 0.0311887 | Time: 4365.38 ms [2022-04-11 13:54:21 main:574] : INFO : Epoch 1867 | loss: 0.0311796 | val_loss: 0.0311883 | Time: 4340.15 ms [2022-04-11 13:54:25 main:574] : INFO : Epoch 1868 | loss: 0.0311796 | val_loss: 0.0311955 | Time: 4289.32 ms [2022-04-11 13:54:29 main:574] : INFO : Epoch 1869 | loss: 0.0311817 | val_loss: 0.0311894 | Time: 4279.23 ms [2022-04-11 13:54:34 main:574] : INFO : Epoch 1870 | loss: 0.0311791 | val_loss: 0.0311885 | Time: 4345.93 ms [2022-04-11 13:54:38 main:574] : INFO : Epoch 1871 | loss: 0.0311808 | val_loss: 0.0311889 | Time: 4338.8 ms [2022-04-11 13:54:43 main:574] : INFO : Epoch 1872 | loss: 0.03118 | val_loss: 0.0311908 | Time: 4373.81 ms [2022-04-11 13:54:47 main:574] : INFO : Epoch 1873 | loss: 0.0311796 | val_loss: 0.0311879 | Time: 4281.43 ms [2022-04-11 13:54:51 main:574] : INFO : Epoch 1874 | loss: 0.0311788 | val_loss: 0.0311888 | Time: 4257.89 ms [2022-04-11 13:54:55 main:574] : INFO : Epoch 1875 | loss: 0.0311792 | val_loss: 0.0311887 | Time: 4296.18 ms [2022-04-11 13:55:00 main:574] : INFO : Epoch 1876 | loss: 0.0311802 | val_loss: 0.0311963 | Time: 4314.52 ms [2022-04-11 13:55:04 main:574] : INFO : Epoch 1877 | loss: 0.0311795 | val_loss: 0.0311897 | Time: 4325.37 ms [2022-04-11 13:55:08 main:574] : INFO : Epoch 1878 | loss: 0.0311791 | val_loss: 0.0311898 | Time: 4331.42 ms [2022-04-11 13:55:13 main:574] : INFO : Epoch 1879 | loss: 0.0311808 | val_loss: 0.0311902 | Time: 4298 ms [2022-04-11 13:55:17 main:574] : INFO : Epoch 1880 | loss: 0.0311787 | val_loss: 0.0311913 | Time: 4429.65 ms [2022-04-11 13:55:22 main:574] : INFO : Epoch 1881 | loss: 0.0311797 | val_loss: 0.0311891 | Time: 4403.13 ms [2022-04-11 13:55:26 main:574] : INFO : Epoch 1882 | loss: 0.0311781 | val_loss: 0.0311884 | Time: 4437.15 ms [2022-04-11 13:55:30 main:574] : INFO : Epoch 1883 | loss: 0.0311796 | val_loss: 0.0311888 | Time: 4286.45 ms [2022-04-11 13:55:35 main:574] : INFO : Epoch 1884 | loss: 0.0311782 | val_loss: 0.0311901 | Time: 4296.99 ms [2022-04-11 13:55:39 main:574] : INFO : Epoch 1885 | loss: 0.0311782 | val_loss: 0.0311888 | Time: 4307.83 ms [2022-04-11 13:55:43 main:574] : INFO : Epoch 1886 | loss: 0.0311785 | val_loss: 0.0311889 | Time: 4314.05 ms [2022-04-11 13:55:48 main:574] : INFO : Epoch 1887 | loss: 0.0311789 | val_loss: 0.0311876 | Time: 4328.48 ms [2022-04-11 13:55:52 main:574] : INFO : Epoch 1888 | loss: 0.0311786 | val_loss: 0.0311891 | Time: 4334.97 ms [2022-04-11 13:55:56 main:574] : INFO : Epoch 1889 | loss: 0.0311778 | val_loss: 0.0311892 | Time: 4349.16 ms [2022-04-11 13:56:01 main:574] : INFO : Epoch 1890 | loss: 0.0311783 | val_loss: 0.0311885 | Time: 4324.21 ms [2022-04-11 13:56:05 main:574] : INFO : Epoch 1891 | loss: 0.0311786 | val_loss: 0.0311883 | Time: 4323.17 ms [2022-04-11 13:56:09 main:574] : INFO : Epoch 1892 | loss: 0.0311789 | val_loss: 0.0311908 | Time: 4360 ms [2022-04-11 13:56:14 main:574] : INFO : Epoch 1893 | loss: 0.0311792 | val_loss: 0.0311884 | Time: 4321.52 ms [2022-04-11 13:56:18 main:574] : INFO : Epoch 1894 | loss: 0.0311789 | val_loss: 0.031188 | Time: 4293.12 ms [2022-04-11 13:56:22 main:574] : INFO : Epoch 1895 | loss: 0.0311782 | val_loss: 0.0311894 | Time: 4314.27 ms [2022-04-11 13:56:26 main:574] : INFO : Epoch 1896 | loss: 0.0311781 | val_loss: 0.0311975 | Time: 4296.73 ms [2022-04-11 13:56:31 main:574] : INFO : Epoch 1897 | loss: 0.0311808 | val_loss: 0.0311924 | Time: 4352.32 ms [2022-04-11 13:56:35 main:574] : INFO : Epoch 1898 | loss: 0.0311788 | val_loss: 0.0311955 | Time: 4282.82 ms [2022-04-11 13:56:39 main:574] : INFO : Epoch 1899 | loss: 0.0311806 | val_loss: 0.0311903 | Time: 4359.7 ms [2022-04-11 13:56:44 main:574] : INFO : Epoch 1900 | loss: 0.0311791 | val_loss: 0.0311898 | Time: 4306.7 ms [2022-04-11 13:56:48 main:574] : INFO : Epoch 1901 | loss: 0.0311789 | val_loss: 0.0311872 | Time: 4348.51 ms [2022-04-11 13:56:52 main:574] : INFO : Epoch 1902 | loss: 0.0311796 | val_loss: 0.0311882 | Time: 4299.51 ms [2022-04-11 13:56:57 main:574] : INFO : Epoch 1903 | loss: 0.0311773 | val_loss: 0.0311884 | Time: 4311.14 ms [2022-04-11 13:57:01 main:574] : INFO : Epoch 1904 | loss: 0.0311787 | val_loss: 0.0311898 | Time: 4351.71 ms [2022-04-11 13:57:05 main:574] : INFO : Epoch 1905 | loss: 0.0311798 | val_loss: 0.0311882 | Time: 4302.11 ms [2022-04-11 13:57:10 main:574] : INFO : Epoch 1906 | loss: 0.0311785 | val_loss: 0.0311866 | Time: 4295.75 ms [2022-04-11 13:57:14 main:574] : INFO : Epoch 1907 | loss: 0.0311762 | val_loss: 0.0311884 | Time: 4313.47 ms [2022-04-11 13:57:18 main:574] : INFO : Epoch 1908 | loss: 0.0311767 | val_loss: 0.0311866 | Time: 4372.4 ms [2022-04-11 13:57:23 main:574] : INFO : Epoch 1909 | loss: 0.0311797 | val_loss: 0.0311896 | Time: 4279.58 ms [2022-04-11 13:57:27 main:574] : INFO : Epoch 1910 | loss: 0.0311772 | val_loss: 0.0311872 | Time: 4359.82 ms [2022-04-11 13:57:31 main:574] : INFO : Epoch 1911 | loss: 0.0311774 | val_loss: 0.031187 | Time: 4299.52 ms [2022-04-11 13:57:36 main:574] : INFO : Epoch 1912 | loss: 0.0311782 | val_loss: 0.031187 | Time: 4346.04 ms [2022-04-11 13:57:40 main:574] : INFO : Epoch 1913 | loss: 0.0311778 | val_loss: 0.0311878 | Time: 4342.31 ms [2022-04-11 13:57:44 main:574] : INFO : Epoch 1914 | loss: 0.0311769 | val_loss: 0.0311867 | Time: 4303 ms [2022-04-11 13:57:49 main:574] : INFO : Epoch 1915 | loss: 0.0311792 | val_loss: 0.0311865 | Time: 4358.78 ms [2022-04-11 13:57:53 main:574] : INFO : Epoch 1916 | loss: 0.0311789 | val_loss: 0.0311875 | Time: 4311.54 ms [2022-04-11 13:57:57 main:574] : INFO : Epoch 1917 | loss: 0.0311782 | val_loss: 0.0311884 | Time: 4340.3 ms [2022-04-11 13:58:02 main:574] : INFO : Epoch 1918 | loss: 0.0311776 | val_loss: 0.0311885 | Time: 4344.72 ms [2022-04-11 13:58:06 main:574] : INFO : Epoch 1919 | loss: 0.031178 | val_loss: 0.0311923 | Time: 4297.56 ms [2022-04-11 13:58:10 main:574] : INFO : Epoch 1920 | loss: 0.0311783 | val_loss: 0.0311862 | Time: 4317.92 ms [2022-04-11 13:58:15 main:574] : INFO : Epoch 1921 | loss: 0.0311771 | val_loss: 0.0311867 | Time: 4301.03 ms [2022-04-11 13:58:19 main:574] : INFO : Epoch 1922 | loss: 0.0311788 | val_loss: 0.0311865 | Time: 4296.75 ms [2022-04-11 13:58:23 main:574] : INFO : Epoch 1923 | loss: 0.0311794 | val_loss: 0.031187 | Time: 4372.63 ms [2022-04-11 13:58:28 main:574] : INFO : Epoch 1924 | loss: 0.0311798 | val_loss: 0.0311908 | Time: 4311.99 ms [2022-04-11 13:58:32 main:574] : INFO : Epoch 1925 | loss: 0.0311778 | val_loss: 0.0311865 | Time: 4356.21 ms [2022-04-11 13:58:36 main:574] : INFO : Epoch 1926 | loss: 0.0311772 | val_loss: 0.0311875 | Time: 4324.8 ms [2022-04-11 13:58:41 main:574] : INFO : Epoch 1927 | loss: 0.0311769 | val_loss: 0.0311891 | Time: 4350.95 ms [2022-04-11 13:58:45 main:574] : INFO : Epoch 1928 | loss: 0.0311775 | val_loss: 0.0311891 | Time: 4326.26 ms [2022-04-11 13:58:49 main:574] : INFO : Epoch 1929 | loss: 0.0311779 | val_loss: 0.0311864 | Time: 4361.63 ms [2022-04-11 13:58:54 main:574] : INFO : Epoch 1930 | loss: 0.0311764 | val_loss: 0.0311878 | Time: 4316.58 ms [2022-04-11 13:58:58 main:574] : INFO : Epoch 1931 | loss: 0.031177 | val_loss: 0.031187 | Time: 4332.95 ms [2022-04-11 13:59:02 main:574] : INFO : Epoch 1932 | loss: 0.0311779 | val_loss: 0.0311865 | Time: 4377.59 ms [2022-04-11 13:59:07 main:574] : INFO : Epoch 1933 | loss: 0.0311766 | val_loss: 0.0311881 | Time: 4308.84 ms [2022-04-11 13:59:11 main:574] : INFO : Epoch 1934 | loss: 0.0311761 | val_loss: 0.0311864 | Time: 4308.31 ms [2022-04-11 13:59:15 main:574] : INFO : Epoch 1935 | loss: 0.0311759 | val_loss: 0.0311895 | Time: 4345.7 ms [2022-04-11 13:59:20 main:574] : INFO : Epoch 1936 | loss: 0.0311793 | val_loss: 0.0311858 | Time: 4336.41 ms [2022-04-11 13:59:24 main:574] : INFO : Epoch 1937 | loss: 0.0311792 | val_loss: 0.0311879 | Time: 4336.62 ms [2022-04-11 13:59:28 main:574] : INFO : Epoch 1938 | loss: 0.0311771 | val_loss: 0.031187 | Time: 4305.49 ms [2022-04-11 13:59:33 main:574] : INFO : Epoch 1939 | loss: 0.0311773 | val_loss: 0.0311882 | Time: 4312.45 ms [2022-04-11 13:59:37 main:574] : INFO : Epoch 1940 | loss: 0.0311772 | val_loss: 0.0311872 | Time: 4322.27 ms [2022-04-11 13:59:41 main:574] : INFO : Epoch 1941 | loss: 0.0311773 | val_loss: 0.0311929 | Time: 4328.17 ms [2022-04-11 13:59:46 main:574] : INFO : Epoch 1942 | loss: 0.0311779 | val_loss: 0.0311969 | Time: 4360 ms [2022-04-11 13:59:50 main:574] : INFO : Epoch 1943 | loss: 0.0311773 | val_loss: 0.0311873 | Time: 4322.93 ms [2022-04-11 13:59:54 main:574] : INFO : Epoch 1944 | loss: 0.0311759 | val_loss: 0.0311872 | Time: 4306.69 ms [2022-04-11 13:59:59 main:574] : INFO : Epoch 1945 | loss: 0.0311753 | val_loss: 0.0311868 | Time: 4328.27 ms [2022-04-11 14:00:03 main:574] : INFO : Epoch 1946 | loss: 0.0311754 | val_loss: 0.0311903 | Time: 4333.84 ms [2022-04-11 14:00:07 main:574] : INFO : Epoch 1947 | loss: 0.031175 | val_loss: 0.0311872 | Time: 4297.82 ms [2022-04-11 14:00:12 main:574] : INFO : Epoch 1948 | loss: 0.0311768 | val_loss: 0.0311907 | Time: 4263.38 ms [2022-04-11 14:00:16 main:574] : INFO : Epoch 1949 | loss: 0.0311796 | val_loss: 0.0311896 | Time: 4294.85 ms [2022-04-11 14:00:20 main:574] : INFO : Epoch 1950 | loss: 0.0311755 | val_loss: 0.0311872 | Time: 4380.9 ms [2022-04-11 14:00:25 main:574] : INFO : Epoch 1951 | loss: 0.0311758 | val_loss: 0.0311852 | Time: 4276.16 ms [2022-04-11 14:00:29 main:574] : INFO : Epoch 1952 | loss: 0.0311755 | val_loss: 0.0311884 | Time: 4300.5 ms [2022-04-11 14:00:33 main:574] : INFO : Epoch 1953 | loss: 0.031175 | val_loss: 0.0311873 | Time: 4305.16 ms [2022-04-11 14:00:38 main:574] : INFO : Epoch 1954 | loss: 0.0311774 | val_loss: 0.0311895 | Time: 4324.92 ms [2022-04-11 14:00:42 main:574] : INFO : Epoch 1955 | loss: 0.0311769 | val_loss: 0.0311863 | Time: 4333.78 ms [2022-04-11 14:00:46 main:574] : INFO : Epoch 1956 | loss: 0.0311745 | val_loss: 0.0311871 | Time: 4329.54 ms [2022-04-11 14:00:51 main:574] : INFO : Epoch 1957 | loss: 0.0311748 | val_loss: 0.031187 | Time: 4320.52 ms [2022-04-11 14:00:55 main:574] : INFO : Epoch 1958 | loss: 0.031176 | val_loss: 0.0311983 | Time: 4483.45 ms [2022-04-11 14:00:59 main:574] : INFO : Epoch 1959 | loss: 0.0311852 | val_loss: 0.0311888 | Time: 4434.88 ms [2022-04-11 14:01:04 main:574] : INFO : Epoch 1960 | loss: 0.0311859 | val_loss: 0.0311893 | Time: 4299.7 ms [2022-04-11 14:01:08 main:574] : INFO : Epoch 1961 | loss: 0.0311827 | val_loss: 0.0311887 | Time: 4311.82 ms [2022-04-11 14:01:12 main:574] : INFO : Epoch 1962 | loss: 0.0311852 | val_loss: 0.0311871 | Time: 4381.2 ms [2022-04-11 14:01:17 main:574] : INFO : Epoch 1963 | loss: 0.0311829 | val_loss: 0.0311859 | Time: 4327.19 ms [2022-04-11 14:01:21 main:574] : INFO : Epoch 1964 | loss: 0.0311822 | val_loss: 0.0311851 | Time: 4332.52 ms [2022-04-11 14:01:25 main:574] : INFO : Epoch 1965 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 4297.49 ms [2022-04-11 14:01:30 main:574] : INFO : Epoch 1966 | loss: 0.0311828 | val_loss: 0.0311884 | Time: 4338.91 ms [2022-04-11 14:01:34 main:574] : INFO : Epoch 1967 | loss: 0.0311817 | val_loss: 0.0311858 | Time: 4477.38 ms [2022-04-11 14:01:39 main:574] : INFO : Epoch 1968 | loss: 0.0311809 | val_loss: 0.0311876 | Time: 4330.07 ms [2022-04-11 14:01:43 main:574] : INFO : Epoch 1969 | loss: 0.0311803 | val_loss: 0.031186 | Time: 4230.55 ms [2022-04-11 14:01:47 main:574] : INFO : Epoch 1970 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 4293.43 ms [2022-04-11 14:01:51 main:574] : INFO : Epoch 1971 | loss: 0.0311795 | val_loss: 0.0311868 | Time: 4343.45 ms [2022-04-11 14:01:56 main:574] : INFO : Epoch 1972 | loss: 0.0311795 | val_loss: 0.0311852 | Time: 4290.25 ms [2022-04-11 14:02:00 main:574] : INFO : Epoch 1973 | loss: 0.0311792 | val_loss: 0.0311856 | Time: 4298.76 ms [2022-04-11 14:02:04 main:574] : INFO : Epoch 1974 | loss: 0.0311798 | val_loss: 0.0311874 | Time: 4302.54 ms [2022-04-11 14:02:09 main:574] : INFO : Epoch 1975 | loss: 0.0311801 | val_loss: 0.0311849 | Time: 4308.04 ms [2022-04-11 14:02:13 main:574] : INFO : Epoch 1976 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 4293.93 ms [2022-04-11 14:02:17 main:574] : INFO : Epoch 1977 | loss: 0.0311795 | val_loss: 0.0311857 | Time: 4311.07 ms [2022-04-11 14:02:22 main:574] : INFO : Epoch 1978 | loss: 0.0311804 | val_loss: 0.0311868 | Time: 4323.24 ms [2022-04-11 14:02:26 main:574] : INFO : Epoch 1979 | loss: 0.0311789 | val_loss: 0.0311879 | Time: 4329.21 ms [2022-04-11 14:02:30 main:574] : INFO : Epoch 1980 | loss: 0.0311785 | val_loss: 0.0311924 | Time: 4426.74 ms [2022-04-11 14:02:35 main:574] : INFO : Epoch 1981 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 4363.05 ms [2022-04-11 14:02:39 main:574] : INFO : Epoch 1982 | loss: 0.0311817 | val_loss: 0.0311856 | Time: 4340.38 ms [2022-04-11 14:02:43 main:574] : INFO : Epoch 1983 | loss: 0.0311782 | val_loss: 0.0311864 | Time: 4328.81 ms [2022-04-11 14:02:48 main:574] : INFO : Epoch 1984 | loss: 0.0311781 | val_loss: 0.0311855 | Time: 4304.56 ms [2022-04-11 14:02:52 main:574] : INFO : Epoch 1985 | loss: 0.031179 | val_loss: 0.0311894 | Time: 4315.05 ms [2022-04-11 14:02:56 main:574] : INFO : Epoch 1986 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 4349.85 ms [2022-04-11 14:03:01 main:574] : INFO : Epoch 1987 | loss: 0.0311765 | val_loss: 0.0311847 | Time: 4354.44 ms [2022-04-11 14:03:05 main:574] : INFO : Epoch 1988 | loss: 0.0311784 | val_loss: 0.0311859 | Time: 4459.76 ms [2022-04-11 14:03:10 main:574] : INFO : Epoch 1989 | loss: 0.031177 | val_loss: 0.0311842 | Time: 4356.53 ms [2022-04-11 14:03:14 main:574] : INFO : Epoch 1990 | loss: 0.0311762 | val_loss: 0.0311847 | Time: 4288.65 ms [2022-04-11 14:03:18 main:574] : INFO : Epoch 1991 | loss: 0.0311758 | val_loss: 0.0311839 | Time: 4342.85 ms [2022-04-11 14:03:23 main:574] : INFO : Epoch 1992 | loss: 0.031178 | val_loss: 0.0311846 | Time: 4330.08 ms [2022-04-11 14:03:27 main:574] : INFO : Epoch 1993 | loss: 0.0311776 | val_loss: 0.0311864 | Time: 4327.34 ms [2022-04-11 14:03:31 main:574] : INFO : Epoch 1994 | loss: 0.0311766 | val_loss: 0.0311843 | Time: 4278.99 ms [2022-04-11 14:03:36 main:574] : INFO : Epoch 1995 | loss: 0.0311772 | val_loss: 0.0311873 | Time: 4333.89 ms [2022-04-11 14:03:40 main:574] : INFO : Epoch 1996 | loss: 0.031177 | val_loss: 0.0311916 | Time: 4306.96 ms [2022-04-11 14:03:44 main:574] : INFO : Epoch 1997 | loss: 0.0311769 | val_loss: 0.0311865 | Time: 4309.18 ms [2022-04-11 14:03:48 main:574] : INFO : Epoch 1998 | loss: 0.0311754 | val_loss: 0.0311854 | Time: 4301.26 ms [2022-04-11 14:03:53 main:574] : INFO : Epoch 1999 | loss: 0.0311753 | val_loss: 0.0311855 | Time: 4311.32 ms [2022-04-11 14:03:57 main:574] : INFO : Epoch 2000 | loss: 0.0311752 | val_loss: 0.0311869 | Time: 4335.17 ms [2022-04-11 14:04:02 main:574] : INFO : Epoch 2001 | loss: 0.0311752 | val_loss: 0.031185 | Time: 4353.71 ms [2022-04-11 14:04:06 main:574] : INFO : Epoch 2002 | loss: 0.0311753 | val_loss: 0.0311847 | Time: 4356.87 ms [2022-04-11 14:04:10 main:574] : INFO : Epoch 2003 | loss: 0.0311758 | val_loss: 0.0311851 | Time: 4325.63 ms [2022-04-11 14:04:15 main:574] : INFO : Epoch 2004 | loss: 0.0311751 | val_loss: 0.0311845 | Time: 4312.69 ms [2022-04-11 14:04:19 main:574] : INFO : Epoch 2005 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 4277.38 ms [2022-04-11 14:04:23 main:574] : INFO : Epoch 2006 | loss: 0.031177 | val_loss: 0.0311851 | Time: 4264.65 ms [2022-04-11 14:04:27 main:574] : INFO : Epoch 2007 | loss: 0.0311775 | val_loss: 0.0311875 | Time: 4305.59 ms [2022-04-11 14:04:32 main:574] : INFO : Epoch 2008 | loss: 0.0311754 | val_loss: 0.0311852 | Time: 4269.13 ms [2022-04-11 14:04:36 main:574] : INFO : Epoch 2009 | loss: 0.0311761 | val_loss: 0.0311842 | Time: 4309.94 ms [2022-04-11 14:04:40 main:574] : INFO : Epoch 2010 | loss: 0.0311748 | val_loss: 0.0311849 | Time: 4312.46 ms [2022-04-11 14:04:45 main:574] : INFO : Epoch 2011 | loss: 0.0311751 | val_loss: 0.0311852 | Time: 4272.92 ms [2022-04-11 14:04:49 main:574] : INFO : Epoch 2012 | loss: 0.0311754 | val_loss: 0.0311857 | Time: 4323.93 ms [2022-04-11 14:04:53 main:574] : INFO : Epoch 2013 | loss: 0.0311743 | val_loss: 0.0311841 | Time: 4299.12 ms [2022-04-11 14:04:58 main:574] : INFO : Epoch 2014 | loss: 0.0311752 | val_loss: 0.0311863 | Time: 4334.35 ms [2022-04-11 14:05:02 main:574] : INFO : Epoch 2015 | loss: 0.0311749 | val_loss: 0.0311835 | Time: 4366.79 ms [2022-04-11 14:05:06 main:574] : INFO : Epoch 2016 | loss: 0.0311749 | val_loss: 0.031186 | Time: 4295.67 ms [2022-04-11 14:05:11 main:574] : INFO : Epoch 2017 | loss: 0.0311746 | val_loss: 0.0311908 | Time: 4330.38 ms [2022-04-11 14:05:15 main:574] : INFO : Epoch 2018 | loss: 0.0311748 | val_loss: 0.0311837 | Time: 4260.35 ms [2022-04-11 14:05:19 main:574] : INFO : Epoch 2019 | loss: 0.0311736 | val_loss: 0.0311848 | Time: 4333.24 ms [2022-04-11 14:05:23 main:574] : INFO : Epoch 2020 | loss: 0.0311732 | val_loss: 0.0311838 | Time: 4304.1 ms [2022-04-11 14:05:28 main:574] : INFO : Epoch 2021 | loss: 0.0311736 | val_loss: 0.0311859 | Time: 4307.76 ms [2022-04-11 14:05:32 main:574] : INFO : Epoch 2022 | loss: 0.0311736 | val_loss: 0.0311856 | Time: 4276.69 ms [2022-04-11 14:05:36 main:574] : INFO : Epoch 2023 | loss: 0.0311732 | val_loss: 0.0311843 | Time: 4347.81 ms [2022-04-11 14:05:41 main:574] : INFO : Epoch 2024 | loss: 0.0311736 | val_loss: 0.0311846 | Time: 4306.04 ms [2022-04-11 14:05:45 main:574] : INFO : Epoch 2025 | loss: 0.0311738 | val_loss: 0.0311854 | Time: 4295.91 ms [2022-04-11 14:05:49 main:574] : INFO : Epoch 2026 | loss: 0.0311727 | val_loss: 0.0311855 | Time: 4336.33 ms [2022-04-11 14:05:54 main:574] : INFO : Epoch 2027 | loss: 0.0311725 | val_loss: 0.0311845 | Time: 4353.76 ms [2022-04-11 14:05:58 main:574] : INFO : Epoch 2028 | loss: 0.0311737 | val_loss: 0.0311888 | Time: 4305.48 ms [2022-04-11 14:06:02 main:574] : INFO : Epoch 2029 | loss: 0.0311741 | val_loss: 0.0311836 | Time: 4296.69 ms [2022-04-11 14:06:07 main:574] : INFO : Epoch 2030 | loss: 0.0311748 | val_loss: 0.0311846 | Time: 4305.5 ms [2022-04-11 14:06:11 main:574] : INFO : Epoch 2031 | loss: 0.0311736 | val_loss: 0.031187 | Time: 4318.04 ms [2022-04-11 14:06:15 main:574] : INFO : Epoch 2032 | loss: 0.0311738 | val_loss: 0.0311865 | Time: 4314.34 ms [2022-04-11 14:06:20 main:574] : INFO : Epoch 2033 | loss: 0.0311759 | val_loss: 0.0311913 | Time: 4321.83 ms [2022-04-11 14:06:24 main:574] : INFO : Epoch 2034 | loss: 0.0311754 | val_loss: 0.0311858 | Time: 4367.71 ms [2022-04-11 14:06:28 main:574] : INFO : Epoch 2035 | loss: 0.0311728 | val_loss: 0.0311848 | Time: 4354.66 ms [2022-04-11 14:06:33 main:574] : INFO : Epoch 2036 | loss: 0.0311736 | val_loss: 0.0311846 | Time: 4358.36 ms [2022-04-11 14:06:37 main:574] : INFO : Epoch 2037 | loss: 0.0311724 | val_loss: 0.0311841 | Time: 4318.5 ms [2022-04-11 14:06:41 main:574] : INFO : Epoch 2038 | loss: 0.0311719 | val_loss: 0.0311844 | Time: 4334.63 ms [2022-04-11 14:06:46 main:574] : INFO : Epoch 2039 | loss: 0.031173 | val_loss: 0.0311878 | Time: 4295.75 ms [2022-04-11 14:06:50 main:574] : INFO : Epoch 2040 | loss: 0.0311731 | val_loss: 0.0311855 | Time: 4358.65 ms [2022-04-11 14:06:54 main:574] : INFO : Epoch 2041 | loss: 0.0311728 | val_loss: 0.0311857 | Time: 4323.41 ms [2022-04-11 14:06:59 main:574] : INFO : Epoch 2042 | loss: 0.0311737 | val_loss: 0.0311929 | Time: 4307.26 ms [2022-04-11 14:07:03 main:574] : INFO : Epoch 2043 | loss: 0.0311745 | val_loss: 0.0311842 | Time: 4301.86 ms [2022-04-11 14:07:07 main:574] : INFO : Epoch 2044 | loss: 0.0311714 | val_loss: 0.0311858 | Time: 4310.47 ms [2022-04-11 14:07:12 main:574] : INFO : Epoch 2045 | loss: 0.0311723 | val_loss: 0.0311848 | Time: 4294.42 ms [2022-04-11 14:07:16 main:574] : INFO : Epoch 2046 | loss: 0.0311718 | val_loss: 0.0311853 | Time: 4361.37 ms [2022-04-11 14:07:20 main:574] : INFO : Epoch 2047 | loss: 0.0311719 | val_loss: 0.0311846 | Time: 4322.65 ms [2022-04-11 14:07:25 main:574] : INFO : Epoch 2048 | loss: 0.0311723 | val_loss: 0.0311869 | Time: 4327.15 ms [2022-04-11 14:07:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311869 [2022-04-11 14:07:25 main:603] : INFO : Saving end state to config to file [2022-04-11 14:07:25 main:608] : INFO : Success, exiting.. 14:07:25 (5700): 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)