Task 3740212
| Name | ParityModified-1609264393-21258-7_0 |
| Workunit | 1921758 |
| Created | 20 Jan 2021, 2:35:13 UTC |
| Sent | 21 Jan 2021, 8:17:54 UTC |
| Report deadline | 28 Jan 2021, 8:17:54 UTC |
| Received | 21 Jan 2021, 14:21:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 45 min 40 sec |
| CPU time | 2 hours 23 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 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: 0.0312059 | val_loss: 0.0312032 | Time: 4652.83 ms [2021-01-21 02:32:55 main:574] : INFO : Epoch 1543 | loss: 0.0312055 | val_loss: 0.0312025 | Time: 4775.77 ms [2021-01-21 02:33:00 main:574] : INFO : Epoch 1544 | loss: 0.0312079 | val_loss: 0.0312025 | Time: 4850.98 ms [2021-01-21 02:33:04 main:574] : INFO : Epoch 1545 | loss: 0.0312109 | val_loss: 0.0312008 | Time: 4264.07 ms [2021-01-21 02:33:08 main:574] : INFO : Epoch 1546 | loss: 0.0312049 | val_loss: 0.0311992 | Time: 4227.01 ms [2021-01-21 02:33:13 main:574] : INFO : Epoch 1547 | loss: 0.0312071 | val_loss: 0.0312016 | Time: 4664.39 ms [2021-01-21 02:33:18 main:574] : INFO : Epoch 1548 | loss: 0.0312061 | val_loss: 0.0311996 | Time: 4779.77 ms [2021-01-21 02:33:23 main:574] : INFO : Epoch 1549 | loss: 0.031204 | val_loss: 0.0312037 | Time: 4789.22 ms [2021-01-21 02:33:28 main:574] : INFO : Epoch 1550 | loss: 0.0312042 | val_loss: 0.0311985 | Time: 4871.76 ms [2021-01-21 02:33:33 main:574] : INFO : Epoch 1551 | loss: 0.0312074 | val_loss: 0.0312171 | Time: 4739.07 ms [2021-01-21 02:33:38 main:574] : INFO : Epoch 1552 | loss: 0.0312078 | val_loss: 0.0311993 | Time: 4741.18 ms [2021-01-21 02:33:43 main:574] : INFO : Epoch 1553 | loss: 0.0312089 | val_loss: 0.0312132 | Time: 4729.11 ms [2021-01-21 02:33:47 main:574] : INFO : Epoch 1554 | loss: 0.0312097 | val_loss: 0.031204 | Time: 4341.04 ms [2021-01-21 02:33:51 main:574] : INFO : Epoch 1555 | loss: 0.031206 | val_loss: 0.0311998 | Time: 4270.65 ms [2021-01-21 02:33:56 main:574] : INFO : Epoch 1556 | loss: 0.0312042 | val_loss: 0.0311986 | Time: 4642.59 ms [2021-01-21 02:34:01 main:574] : INFO : Epoch 1557 | loss: 0.0312076 | val_loss: 0.0312001 | Time: 4625.29 ms [2021-01-21 02:34:05 main:574] : INFO : Epoch 1558 | loss: 0.0312042 | val_loss: 0.0312012 | Time: 4172.2 ms [2021-01-21 02:34:10 main:574] : INFO : Epoch 1559 | loss: 0.0312049 | val_loss: 0.0312007 | Time: 4792.47 ms [2021-01-21 02:34:15 main:574] : INFO : Epoch 1560 | loss: 0.0312047 | val_loss: 0.031199 | Time: 4407.26 ms [2021-01-21 02:34:19 main:574] : INFO : Epoch 1561 | loss: 0.0312054 | val_loss: 0.0312011 | Time: 4326.63 ms [2021-01-21 02:34:24 main:574] : INFO : Epoch 1562 | loss: 0.031205 | val_loss: 0.0312002 | Time: 4687.24 ms [2021-01-21 02:34:28 main:574] : INFO : Epoch 1563 | loss: 0.0312046 | val_loss: 0.0312019 | Time: 4272.9 ms [2021-01-21 02:34:33 main:574] : INFO : Epoch 1564 | loss: 0.0312049 | val_loss: 0.031208 | Time: 4694.49 ms [2021-01-21 02:34:38 main:574] : INFO : Epoch 1565 | loss: 0.031209 | val_loss: 0.0311999 | Time: 4627.41 ms [2021-01-21 02:34:43 main:574] : INFO : Epoch 1566 | loss: 0.0312049 | val_loss: 0.0312007 | Time: 4669.96 ms [2021-01-21 02:34:48 main:574] : INFO : Epoch 1567 | loss: 0.0312075 | val_loss: 0.0312008 | Time: 4640.93 ms [2021-01-21 02:34:52 main:574] : INFO : Epoch 1568 | loss: 0.0312034 | val_loss: 0.031202 | Time: 4577.24 ms [2021-01-21 02:34:57 main:574] : INFO : Epoch 1569 | loss: 0.0312731 | val_loss: 0.0312317 | Time: 4728.51 ms [2021-01-21 02:35:02 main:574] : INFO : Epoch 1570 | loss: 0.0312316 | val_loss: 0.0312104 | Time: 4810.7 ms [2021-01-21 02:35:07 main:574] : INFO : Epoch 1571 | loss: 0.0312101 | val_loss: 0.0312025 | Time: 4921.09 ms [2021-01-21 02:35:12 main:574] : INFO : Epoch 1572 | loss: 0.0312066 | val_loss: 0.0312011 | Time: 4775.1 ms [2021-01-21 02:35:17 main:574] : INFO : Epoch 1573 | loss: 0.0312081 | val_loss: 0.0312031 | Time: 4248.66 ms [2021-01-21 02:35:21 main:574] : INFO : Epoch 1574 | loss: 0.0312075 | val_loss: 0.0311981 | Time: 4559.98 ms [2021-01-21 02:35:26 main:574] : INFO : Epoch 1575 | loss: 0.0312037 | val_loss: 0.0311978 | Time: 4865.46 ms [2021-01-21 02:35:31 main:574] : INFO : Epoch 1576 | loss: 0.0312026 | val_loss: 0.0312014 | Time: 4782.58 ms [2021-01-21 02:35:36 main:574] : INFO : Epoch 1577 | loss: 0.0312042 | val_loss: 0.0312098 | Time: 4764.93 ms [2021-01-21 02:35:41 main:574] : INFO : Epoch 1578 | loss: 0.031211 | val_loss: 0.0311999 | Time: 4814.79 ms [2021-01-21 02:35:46 main:574] : INFO : Epoch 1579 | loss: 0.0312042 | val_loss: 0.0311995 | Time: 4726.6 ms [2021-01-21 02:35:50 main:574] : INFO : Epoch 1580 | loss: 0.0312021 | val_loss: 0.031196 | Time: 4251.91 ms [2021-01-21 02:35:55 main:574] : INFO : Epoch 1581 | loss: 0.0312072 | val_loss: 0.031198 | Time: 4421.03 ms [2021-01-21 02:36:00 main:574] : INFO : Epoch 1582 | loss: 0.0312023 | val_loss: 0.031198 | Time: 4958.81 ms [2021-01-21 02:36:04 main:574] : INFO : Epoch 1583 | loss: 0.0312047 | val_loss: 0.031204 | Time: 4446.18 ms [2021-01-21 02:36:09 main:574] : INFO : Epoch 1584 | loss: 0.0312051 | val_loss: 0.0311946 | Time: 4692.1 ms [2021-01-21 02:36:14 main:574] : INFO : Epoch 1585 | loss: 0.0311996 | val_loss: 0.0311946 | Time: 4832 ms [2021-01-21 02:36:19 main:574] : INFO : Epoch 1586 | loss: 0.0312017 | val_loss: 0.0311946 | Time: 4694.08 ms [2021-01-21 02:36:24 main:574] : INFO : Epoch 1587 | loss: 0.0312065 | val_loss: 0.0311995 | Time: 4817.37 ms [2021-01-21 02:36:29 main:574] : INFO : Epoch 1588 | loss: 0.0312046 | val_loss: 0.0311954 | Time: 4846.9 ms [2021-01-21 02:36:33 main:574] : INFO : Epoch 1589 | loss: 0.0312029 | val_loss: 0.0312061 | Time: 4259.17 ms [2021-01-21 02:36:38 main:574] : INFO : Epoch 1590 | loss: 0.0312125 | val_loss: 0.0311937 | Time: 4655.62 ms [2021-01-21 02:36:43 main:574] : INFO : Epoch 1591 | loss: 0.0312039 | val_loss: 0.0311933 | Time: 4764.62 ms [2021-01-21 02:36:47 main:574] : INFO : Epoch 1592 | loss: 0.0311997 | val_loss: 0.0311929 | Time: 4556.56 ms [2021-01-21 02:36:52 main:574] : INFO : Epoch 1593 | loss: 0.0311981 | val_loss: 0.0311908 | Time: 4660.37 ms [2021-01-21 02:36:57 main:574] : INFO : Epoch 1594 | loss: 0.0311964 | val_loss: 0.0311891 | Time: 4785.98 ms [2021-01-21 02:37:02 main:574] : INFO : Epoch 1595 | loss: 0.0311953 | val_loss: 0.0311906 | Time: 4748.54 ms [2021-01-21 02:37:07 main:574] : INFO : Epoch 1596 | loss: 0.031194 | val_loss: 0.0311908 | Time: 4584.76 ms [2021-01-21 02:37:11 main:574] : INFO : Epoch 1597 | loss: 0.0311991 | val_loss: 0.0311974 | Time: 4488.59 ms [2021-01-21 02:37:16 main:574] : INFO : Epoch 1598 | loss: 0.0311992 | val_loss: 0.0311909 | Time: 4843.61 ms [2021-01-21 02:37:21 main:574] : INFO : Epoch 1599 | loss: 0.0311942 | val_loss: 0.031186 | Time: 4864.33 ms [2021-01-21 02:37:26 main:574] : INFO : Epoch 1600 | loss: 0.0311931 | val_loss: 0.0311867 | Time: 4203.1 ms [2021-01-21 02:37:30 main:574] : INFO : Epoch 1601 | loss: 0.0311931 | val_loss: 0.0311855 | Time: 4459.17 ms [2021-01-21 02:37:35 main:574] : INFO : Epoch 1602 | loss: 0.0311939 | val_loss: 0.0311872 | Time: 4811.92 ms [2021-01-21 02:37:40 main:574] : INFO : Epoch 1603 | loss: 0.0311939 | val_loss: 0.0311854 | Time: 4732.08 ms [2021-01-21 02:37:45 main:574] : INFO : Epoch 1604 | loss: 0.0312004 | val_loss: 0.0311885 | Time: 4721.34 ms [2021-01-21 02:37:50 main:574] : INFO : Epoch 1605 | loss: 0.0311946 | val_loss: 0.0311864 | Time: 4666.99 ms [2021-01-21 02:37:55 main:574] : INFO : Epoch 1606 | loss: 0.0311924 | val_loss: 0.0311857 | Time: 4807.88 ms [2021-01-21 02:37:59 main:574] : INFO : Epoch 1607 | loss: 0.0311942 | val_loss: 0.0311864 | Time: 4271.36 ms [2021-01-21 02:38:04 main:574] : INFO : Epoch 1608 | loss: 0.0311937 | val_loss: 0.0311889 | Time: 4814.92 ms [2021-01-21 02:38:09 main:574] : INFO : Epoch 1609 | loss: 0.0311924 | val_loss: 0.0311899 | Time: 4697.7 ms [2021-01-21 02:38:14 main:574] : INFO : Epoch 1610 | loss: 0.0311936 | val_loss: 0.0311841 | Time: 4759.65 ms [2021-01-21 02:38:19 main:574] : INFO : Epoch 1611 | loss: 0.0311913 | val_loss: 0.0311892 | Time: 4761.44 ms [2021-01-21 02:38:24 main:574] : INFO : Epoch 1612 | loss: 0.0311935 | val_loss: 0.0311885 | Time: 4898.9 ms [2021-01-21 02:38:29 main:574] : INFO : Epoch 1613 | loss: 0.0311915 | val_loss: 0.0311832 | Time: 4928.86 ms [2021-01-21 02:38:34 main:574] : INFO : Epoch 1614 | loss: 0.0311894 | val_loss: 0.0311832 | Time: 4783.73 ms [2021-01-21 02:38:39 main:574] : INFO : Epoch 1615 | loss: 0.0311892 | val_loss: 0.0311853 | Time: 4777.09 ms [2021-01-21 02:38:44 main:574] : INFO : Epoch 1616 | loss: 0.0311913 | val_loss: 0.0311829 | Time: 4724.47 ms [2021-01-21 02:38:49 main:574] : INFO : Epoch 1617 | loss: 0.0311895 | val_loss: 0.0311824 | Time: 4761.48 ms [2021-01-21 02:38:54 main:574] : INFO : Epoch 1618 | loss: 0.0311886 | val_loss: 0.031183 | Time: 4901.56 ms [2021-01-21 02:38:59 main:574] : INFO : Epoch 1619 | loss: 0.0311909 | val_loss: 0.0311892 | Time: 4732.72 ms [2021-01-21 02:39:04 main:574] : INFO : Epoch 1620 | loss: 0.0311902 | val_loss: 0.0311837 | Time: 4511.01 ms [2021-01-21 02:39:08 main:574] : INFO : Epoch 1621 | loss: 0.0311876 | val_loss: 0.0311821 | Time: 4206.66 ms [2021-01-21 02:39:13 main:574] : INFO : Epoch 1622 | loss: 0.0311889 | val_loss: 0.0311823 | Time: 4764.91 ms [2021-01-21 02:39:17 main:574] : INFO : Epoch 1623 | loss: 0.0311902 | val_loss: 0.0311819 | Time: 4346.81 ms [2021-01-21 02:39:22 main:574] : INFO : Epoch 1624 | loss: 0.0311883 | val_loss: 0.0311818 | Time: 4821.87 ms [2021-01-21 02:39:27 main:574] : INFO : Epoch 1625 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 4667.7 ms [2021-01-21 02:39:32 main:574] : INFO : Epoch 1626 | loss: 0.0311896 | val_loss: 0.0311841 | Time: 4685.15 ms [2021-01-21 02:39:37 main:574] : INFO : Epoch 1627 | loss: 0.0311887 | val_loss: 0.0311878 | Time: 4844.06 ms [2021-01-21 02:39:42 main:574] : INFO : Epoch 1628 | loss: 0.0311906 | val_loss: 0.0311917 | Time: 4744.45 ms [2021-01-21 02:39:46 main:574] : INFO : Epoch 1629 | loss: 0.0311893 | val_loss: 0.0311821 | Time: 4441.2 ms [2021-01-21 02:39:51 main:574] : INFO : Epoch 1630 | loss: 0.0311886 | val_loss: 0.0311853 | Time: 4262.19 ms [2021-01-21 02:39:55 main:574] : INFO : Epoch 1631 | loss: 0.0311878 | val_loss: 0.0311836 | Time: 4348.21 ms [2021-01-21 02:39:59 main:574] : INFO : Epoch 1632 | loss: 0.0311874 | val_loss: 0.0311861 | Time: 4334.59 ms [2021-01-21 02:40:04 main:574] : INFO : Epoch 1633 | loss: 0.0311891 | val_loss: 0.0311855 | Time: 4207.23 ms [2021-01-21 02:40:09 main:574] : INFO : Epoch 1634 | loss: 0.031188 | val_loss: 0.0311829 | Time: 4796.46 ms [2021-01-21 02:40:14 main:574] : INFO : Epoch 1635 | loss: 0.0311875 | val_loss: 0.0311855 | Time: 4779.65 ms [2021-01-21 02:40:19 main:574] : INFO : Epoch 1636 | loss: 0.0311884 | val_loss: 0.0311833 | Time: 4795.74 ms [2021-01-21 02:40:23 main:574] : INFO : Epoch 1637 | loss: 0.0311897 | val_loss: 0.0311886 | Time: 4505.95 ms [2021-01-21 02:40:28 main:574] : INFO : Epoch 1638 | loss: 0.0311943 | val_loss: 0.0311862 | Time: 4852.31 ms [2021-01-21 02:40:33 main:574] : INFO : Epoch 1639 | loss: 0.0311946 | val_loss: 0.0311928 | Time: 4800.21 ms [2021-01-21 02:40:37 main:574] : INFO : Epoch 1640 | loss: 0.0311932 | val_loss: 0.0311853 | Time: 4369.25 ms [2021-01-21 02:40:42 main:574] : INFO : Epoch 1641 | loss: 0.0311892 | val_loss: 0.0311919 | Time: 4351.55 ms [2021-01-21 02:40:47 main:574] : INFO : Epoch 1642 | loss: 0.0311892 | val_loss: 0.0311883 | Time: 4731.33 ms [2021-01-21 02:40:51 main:574] : INFO : Epoch 1643 | loss: 0.0311909 | val_loss: 0.0311825 | Time: 4166.42 ms [2021-01-21 02:40:55 main:574] : INFO : Epoch 1644 | loss: 0.0311914 | val_loss: 0.0311873 | Time: 4450.88 ms [2021-01-21 02:41:00 main:574] : INFO : Epoch 1645 | loss: 0.0311887 | val_loss: 0.0311879 | Time: 4622.37 ms [2021-01-21 02:41:05 main:574] : INFO : Epoch 1646 | loss: 0.0311882 | val_loss: 0.0311835 | Time: 4703.24 ms [2021-01-21 02:41:10 main:574] : INFO : Epoch 1647 | loss: 0.0311891 | val_loss: 0.0311849 | Time: 4454.52 ms [2021-01-21 02:41:14 main:574] : INFO : Epoch 1648 | loss: 0.0311885 | val_loss: 0.0311834 | Time: 4379.51 ms [2021-01-21 02:41:19 main:574] : INFO : Epoch 1649 | loss: 0.0311879 | val_loss: 0.0311831 | Time: 4826.57 ms [2021-01-21 02:41:23 main:574] : INFO : Epoch 1650 | loss: 0.0311888 | val_loss: 0.031183 | Time: 4229.28 ms [2021-01-21 02:41:28 main:574] : INFO : Epoch 1651 | loss: 0.0311866 | val_loss: 0.0311819 | Time: 4681.44 ms [2021-01-21 02:41:33 main:574] : INFO : Epoch 1652 | loss: 0.0311873 | val_loss: 0.0311829 | Time: 4765.95 ms [2021-01-21 02:41:38 main:574] : INFO : Epoch 1653 | loss: 0.0311874 | val_loss: 0.0311835 | Time: 4373.39 ms [2021-01-21 02:41:42 main:574] : INFO : Epoch 1654 | loss: 0.0311872 | val_loss: 0.0311835 | Time: 4626.82 ms [2021-01-21 02:41:47 main:574] : INFO : Epoch 1655 | loss: 0.0311898 | val_loss: 0.0311836 | Time: 4426.99 ms [2021-01-21 02:41:51 main:574] : INFO : Epoch 1656 | loss: 0.0311869 | val_loss: 0.031187 | Time: 4474.41 ms [2021-01-21 02:41:56 main:574] : INFO : Epoch 1657 | loss: 0.0311887 | val_loss: 0.0311829 | Time: 4849.96 ms [2021-01-21 02:42:01 main:574] : INFO : Epoch 1658 | loss: 0.0311871 | val_loss: 0.0311852 | Time: 4655.28 ms [2021-01-21 02:42:06 main:574] : INFO : Epoch 1659 | loss: 0.0311868 | val_loss: 0.0311839 | Time: 4843.41 ms [2021-01-21 02:42:11 main:574] : INFO : Epoch 1660 | loss: 0.0311878 | val_loss: 0.0311829 | Time: 4763.05 ms [2021-01-21 02:42:15 main:574] : INFO : Epoch 1661 | loss: 0.0311867 | val_loss: 0.0311833 | Time: 4218.55 ms [2021-01-21 02:42:20 main:574] : INFO : Epoch 1662 | loss: 0.0311886 | val_loss: 0.0311827 | Time: 4844.36 ms [2021-01-21 02:42:25 main:574] : INFO : Epoch 1663 | loss: 0.0311875 | val_loss: 0.0311826 | Time: 4764.41 ms [2021-01-21 02:42:30 main:574] : INFO : Epoch 1664 | loss: 0.0311868 | val_loss: 0.0311829 | Time: 4755.58 ms [2021-01-21 02:42:35 main:574] : INFO : Epoch 1665 | loss: 0.0311867 | val_loss: 0.0311839 | Time: 4680.22 ms [2021-01-21 02:42:40 main:574] : INFO : Epoch 1666 | loss: 0.0311868 | val_loss: 0.0311823 | Time: 4731.23 ms [2021-01-21 02:42:44 main:574] : INFO : Epoch 1667 | loss: 0.0311864 | val_loss: 0.0311823 | Time: 4529.71 ms [2021-01-21 02:42:49 main:574] : INFO : Epoch 1668 | loss: 0.0311863 | val_loss: 0.0311822 | Time: 4800.89 ms [2021-01-21 02:42:54 main:574] : INFO : Epoch 1669 | loss: 0.031186 | val_loss: 0.0311818 | Time: 4711.36 ms [2021-01-21 02:42:58 main:574] : INFO : Epoch 1670 | loss: 0.0311866 | val_loss: 0.0311824 | Time: 4431.32 ms [2021-01-21 02:43:03 main:574] : INFO : Epoch 1671 | loss: 0.031189 | val_loss: 0.0311837 | Time: 4734.53 ms [2021-01-21 02:43:08 main:574] : INFO : Epoch 1672 | loss: 0.0311882 | val_loss: 0.0311821 | Time: 4831.51 ms [2021-01-21 02:43:13 main:574] : INFO : Epoch 1673 | loss: 0.0311866 | val_loss: 0.0311825 | Time: 4454.34 ms [2021-01-21 02:43:17 main:574] : INFO : Epoch 1674 | loss: 0.0311868 | val_loss: 0.0311833 | Time: 4449.17 ms [2021-01-21 02:43:22 main:574] : INFO : Epoch 1675 | loss: 0.0311877 | val_loss: 0.0311835 | Time: 4444.21 ms [2021-01-21 02:43:26 main:574] : INFO : Epoch 1676 | loss: 0.0311862 | val_loss: 0.0311829 | Time: 4326.36 ms [2021-01-21 02:43:31 main:574] : INFO : Epoch 1677 | loss: 0.0311878 | val_loss: 0.0311933 | Time: 4736.45 ms [2021-01-21 02:43:36 main:574] : INFO : Epoch 1678 | loss: 0.0311901 | val_loss: 0.0311826 | Time: 4768.66 ms [2021-01-21 02:43:41 main:574] : INFO : Epoch 1679 | loss: 0.0311886 | val_loss: 0.0311826 | Time: 4420.69 ms [2021-01-21 02:43:45 main:574] : INFO : Epoch 1680 | loss: 0.0311916 | val_loss: 0.0311842 | Time: 4633.1 ms [2021-01-21 02:43:50 main:574] : INFO : Epoch 1681 | loss: 0.0311905 | val_loss: 0.0311908 | Time: 4458.61 ms [2021-01-21 02:43:55 main:574] : INFO : Epoch 1682 | loss: 0.0311888 | val_loss: 0.031184 | Time: 4656.04 ms [2021-01-21 02:44:00 main:574] : INFO : Epoch 1683 | loss: 0.0311875 | val_loss: 0.031182 | Time: 4876.72 ms [2021-01-21 02:44:04 main:574] : INFO : Epoch 1684 | loss: 0.0311878 | val_loss: 0.0311845 | Time: 4255.13 ms [2021-01-21 02:44:09 main:574] : INFO : Epoch 1685 | loss: 0.0311873 | val_loss: 0.0311823 | Time: 4633.41 ms [2021-01-21 02:44:13 main:574] : INFO : Epoch 1686 | loss: 0.031186 | val_loss: 0.0311828 | Time: 4415.74 ms [2021-01-21 02:44:18 main:574] : INFO : Epoch 1687 | loss: 0.0311877 | val_loss: 0.0311835 | Time: 4629.27 ms [2021-01-21 02:44:23 main:574] : INFO : Epoch 1688 | loss: 0.031193 | val_loss: 0.0311851 | Time: 4465.13 ms [2021-01-21 02:44:28 main:574] : INFO : Epoch 1689 | loss: 0.0311876 | val_loss: 0.0311829 | Time: 4699.54 ms [2021-01-21 02:44:32 main:574] : INFO : Epoch 1690 | loss: 0.0311865 | val_loss: 0.0311825 | Time: 4627.14 ms [2021-01-21 02:44:37 main:574] : INFO : Epoch 1691 | loss: 0.0311893 | val_loss: 0.0311825 | Time: 4250.07 ms [2021-01-21 02:44:41 main:574] : INFO : Epoch 1692 | loss: 0.0311887 | val_loss: 0.0311928 | Time: 4310.64 ms [2021-01-21 02:44:46 main:574] : INFO : Epoch 1693 | loss: 0.0311887 | val_loss: 0.0311845 | Time: 4807.16 ms [2021-01-21 02:44:51 main:574] : INFO : Epoch 1694 | loss: 0.0311862 | val_loss: 0.0311842 | Time: 4648.33 ms [2021-01-21 02:44:55 main:574] : INFO : Epoch 1695 | loss: 0.0311872 | val_loss: 0.0311837 | Time: 4271.21 ms [2021-01-21 02:45:00 main:574] : INFO : Epoch 1696 | loss: 0.0311891 | val_loss: 0.0311847 | Time: 4779.85 ms [2021-01-21 02:45:05 main:574] : INFO : Epoch 1697 | loss: 0.0311883 | val_loss: 0.0311863 | Time: 4779.1 ms [2021-01-21 02:45:10 main:574] : INFO : Epoch 1698 | loss: 0.0311871 | val_loss: 0.0311828 | Time: 4359.87 ms [2021-01-21 02:45:14 main:574] : INFO : Epoch 1699 | loss: 0.0311886 | val_loss: 0.0311839 | Time: 4340.83 ms [2021-01-21 02:45:19 main:574] : INFO : Epoch 1700 | loss: 0.031192 | val_loss: 0.0312042 | Time: 4768.38 ms [2021-01-21 02:45:23 main:574] : INFO : Epoch 1701 | loss: 0.0311977 | val_loss: 0.0311837 | Time: 4278.7 ms [2021-01-21 02:45:28 main:574] : INFO : Epoch 1702 | loss: 0.0311897 | val_loss: 0.0311852 | Time: 4362.08 ms [2021-01-21 02:45:32 main:574] : INFO : Epoch 1703 | loss: 0.0311915 | val_loss: 0.0311893 | Time: 4372.86 ms [2021-01-21 02:45:37 main:574] : INFO : Epoch 1704 | loss: 0.0311887 | val_loss: 0.031182 | Time: 4924.95 ms [2021-01-21 02:45:42 main:574] : INFO : Epoch 1705 | loss: 0.0311886 | val_loss: 0.0311861 | Time: 4227.25 ms [2021-01-21 02:45:46 main:574] : INFO : Epoch 1706 | loss: 0.0311912 | val_loss: 0.0311847 | Time: 4187.42 ms [2021-01-21 02:45:51 main:574] : INFO : Epoch 1707 | loss: 0.0311909 | val_loss: 0.0311842 | Time: 4753.27 ms [2021-01-21 02:45:55 main:574] : INFO : Epoch 1708 | loss: 0.0311883 | val_loss: 0.0311839 | Time: 4308.48 ms [2021-01-21 02:46:00 main:574] : INFO : Epoch 1709 | loss: 0.0311874 | val_loss: 0.0311883 | Time: 4476.98 ms [2021-01-21 02:46:04 main:574] : INFO : Epoch 1710 | loss: 0.0311874 | val_loss: 0.0311844 | Time: 4362.22 ms [2021-01-21 02:46:09 main:574] : INFO : Epoch 1711 | loss: 0.0311872 | val_loss: 0.0311822 | Time: 4711.84 ms [2021-01-21 02:46:14 main:574] : INFO : Epoch 1712 | loss: 0.0311859 | val_loss: 0.0311821 | Time: 4390.32 ms [2021-01-21 02:46:18 main:574] : INFO : Epoch 1713 | loss: 0.0311868 | val_loss: 0.0311818 | Time: 4397.21 ms [2021-01-21 02:46:23 main:574] : INFO : Epoch 1714 | loss: 0.0311872 | val_loss: 0.0311871 | Time: 4804.13 ms [2021-01-21 02:46:28 main:574] : INFO : Epoch 1715 | loss: 0.0311873 | val_loss: 0.0311849 | Time: 4745.78 ms [2021-01-21 02:46:33 main:574] : INFO : Epoch 1716 | loss: 0.0311881 | val_loss: 0.0311828 | Time: 4863.96 ms [2021-01-21 02:46:38 main:574] : INFO : Epoch 1717 | loss: 0.0311888 | val_loss: 0.0311829 | Time: 4810.07 ms [2021-01-21 02:46:43 main:574] : INFO : Epoch 1718 | loss: 0.0311874 | val_loss: 0.031184 | Time: 4880.14 ms [2021-01-21 02:46:48 main:574] : INFO : Epoch 1719 | loss: 0.0311884 | val_loss: 0.0311815 | Time: 4579.56 ms [2021-01-21 02:46:53 main:574] : INFO : Epoch 1720 | loss: 0.0311873 | val_loss: 0.0311824 | Time: 4848.17 ms [2021-01-21 02:46:57 main:574] : INFO : Epoch 1721 | loss: 0.0311902 | val_loss: 0.0311886 | Time: 4301.05 ms [2021-01-21 02:47:02 main:574] : INFO : Epoch 1722 | loss: 0.0311895 | val_loss: 0.0311837 | Time: 4543.83 ms [2021-01-21 02:47:06 main:574] : INFO : Epoch 1723 | loss: 0.0311876 | val_loss: 0.031191 | Time: 4761.96 ms [2021-01-21 02:47:11 main:574] : INFO : Epoch 1724 | loss: 0.0311872 | val_loss: 0.0311813 | Time: 4716.56 ms [2021-01-21 02:47:16 main:574] : INFO : Epoch 1725 | loss: 0.0311871 | val_loss: 0.0311831 | Time: 4197.18 ms [2021-01-21 02:47:20 main:574] : INFO : Epoch 1726 | loss: 0.0311876 | val_loss: 0.0311832 | Time: 4673.81 ms [2021-01-21 02:47:25 main:574] : INFO : Epoch 1727 | loss: 0.0311864 | val_loss: 0.0311875 | Time: 4905.28 ms [2021-01-21 02:47:30 main:574] : INFO : Epoch 1728 | loss: 0.0311871 | val_loss: 0.0311817 | Time: 4923.8 ms [2021-01-21 02:47:35 main:574] : INFO : Epoch 1729 | loss: 0.0311894 | val_loss: 0.0311919 | Time: 4610.9 ms [2021-01-21 02:47:40 main:574] : INFO : Epoch 1730 | loss: 0.0311876 | val_loss: 0.031182 | Time: 4311.28 ms [2021-01-21 02:47:44 main:574] : INFO : Epoch 1731 | loss: 0.0311865 | val_loss: 0.0311832 | Time: 4753.21 ms [2021-01-21 02:47:49 main:574] : INFO : Epoch 1732 | loss: 0.031187 | val_loss: 0.0311818 | Time: 4476.36 ms [2021-01-21 02:47:54 main:574] : INFO : Epoch 1733 | loss: 0.03119 | val_loss: 0.0311873 | Time: 4767.12 ms [2021-01-21 02:47:59 main:574] : INFO : Epoch 1734 | loss: 0.0311885 | val_loss: 0.0311827 | Time: 4769.9 ms [2021-01-21 02:48:04 main:574] : INFO : Epoch 1735 | loss: 0.0311862 | val_loss: 0.0311837 | Time: 4899.06 ms [2021-01-21 02:48:09 main:574] : INFO : Epoch 1736 | loss: 0.0311873 | val_loss: 0.0311828 | Time: 4436.18 ms [2021-01-21 02:48:13 main:574] : INFO : Epoch 1737 | loss: 0.0311868 | val_loss: 0.031185 | Time: 4737.97 ms [2021-01-21 02:48:18 main:574] : INFO : Epoch 1738 | loss: 0.0311873 | val_loss: 0.031189 | Time: 4294.87 ms [2021-01-21 02:48:23 main:574] : INFO : Epoch 1739 | loss: 0.0311892 | val_loss: 0.0311885 | Time: 4815.25 ms [2021-01-21 02:48:28 main:574] : INFO : Epoch 1740 | loss: 0.0311882 | val_loss: 0.0311835 | Time: 4912.7 ms [2021-01-21 02:48:32 main:574] : INFO : Epoch 1741 | loss: 0.0311881 | val_loss: 0.0311835 | Time: 4306.2 ms [2021-01-21 02:48:37 main:574] : INFO : Epoch 1742 | loss: 0.0311895 | val_loss: 0.031188 | Time: 4885.21 ms [2021-01-21 02:48:42 main:574] : INFO : Epoch 1743 | loss: 0.0311897 | val_loss: 0.0311921 | Time: 4229.8 ms [2021-01-21 02:48:46 main:574] : INFO : Epoch 1744 | loss: 0.0311905 | val_loss: 0.0311934 | Time: 4489.22 ms [2021-01-21 02:48:51 main:574] : INFO : Epoch 1745 | loss: 0.0311902 | val_loss: 0.0311834 | Time: 4835.51 ms [2021-01-21 02:48:56 main:574] : INFO : Epoch 1746 | loss: 0.0311865 | val_loss: 0.0311843 | Time: 4858.02 ms [2021-01-21 02:49:01 main:574] : INFO : Epoch 1747 | loss: 0.0311864 | val_loss: 0.0311828 | Time: 4426.83 ms [2021-01-21 02:49:06 main:574] : INFO : Epoch 1748 | loss: 0.031187 | val_loss: 0.0311845 | Time: 4890.4 ms [2021-01-21 02:49:11 main:574] : INFO : Epoch 1749 | loss: 0.0311889 | val_loss: 0.0311831 | Time: 4734.94 ms [2021-01-21 02:49:16 main:574] : INFO : Epoch 1750 | loss: 0.0311871 | val_loss: 0.0311929 | Time: 4912.27 ms [2021-01-21 02:49:21 main:574] : INFO : Epoch 1751 | loss: 0.0311898 | val_loss: 0.0311819 | Time: 4744.76 ms [2021-01-21 02:49:26 main:574] : INFO : Epoch 1752 | loss: 0.0311857 | val_loss: 0.0311816 | Time: 4805.89 ms [2021-01-21 02:49:31 main:574] : INFO : Epoch 1753 | loss: 0.0311853 | val_loss: 0.0311825 | Time: 4755.15 ms [2021-01-21 02:49:35 main:574] : INFO : Epoch 1754 | loss: 0.0311862 | val_loss: 0.0311827 | Time: 4751.7 ms [2021-01-21 02:49:40 main:574] : INFO : Epoch 1755 | loss: 0.0311882 | val_loss: 0.0311823 | Time: 4711.47 ms [2021-01-21 02:49:45 main:574] : INFO : Epoch 1756 | loss: 0.0311863 | val_loss: 0.0311825 | Time: 4342.27 ms [2021-01-21 02:49:49 main:574] : INFO : Epoch 1757 | loss: 0.0311862 | val_loss: 0.0311829 | Time: 4260.14 ms [2021-01-21 02:49:53 main:574] : INFO : Epoch 1758 | loss: 0.0311862 | val_loss: 0.0311834 | Time: 4255.98 ms [2021-01-21 02:49:58 main:574] : INFO : Epoch 1759 | loss: 0.0311866 | val_loss: 0.0311823 | Time: 4894.51 ms [2021-01-21 02:50:03 main:574] : INFO : Epoch 1760 | loss: 0.031186 | val_loss: 0.0311842 | Time: 4889.62 ms [2021-01-21 02:50:08 main:574] : INFO : Epoch 1761 | loss: 0.0311863 | val_loss: 0.0311829 | Time: 4693.38 ms [2021-01-21 02:50:13 main:574] : INFO : Epoch 1762 | loss: 0.0311865 | val_loss: 0.0311869 | Time: 4643.27 ms [2021-01-21 02:50:18 main:574] : INFO : Epoch 1763 | loss: 0.0311872 | val_loss: 0.031183 | Time: 4790.48 ms [2021-01-21 02:50:22 main:574] : INFO : Epoch 1764 | loss: 0.0311865 | val_loss: 0.0311872 | Time: 4293.3 ms [2021-01-21 02:50:27 main:574] : INFO : Epoch 1765 | loss: 0.0311869 | val_loss: 0.0311829 | Time: 4911.06 ms [2021-01-21 02:50:32 main:574] : INFO : Epoch 1766 | loss: 0.0311859 | val_loss: 0.0311869 | Time: 4805.35 ms [2021-01-21 02:50:37 main:574] : INFO : Epoch 1767 | loss: 0.0311857 | val_loss: 0.0311833 | Time: 4306.53 ms [2021-01-21 02:50:42 main:574] : INFO : Epoch 1768 | loss: 0.0311856 | val_loss: 0.0311815 | Time: 4754.6 ms [2021-01-21 02:50:47 main:574] : INFO : Epoch 1769 | loss: 0.031188 | val_loss: 0.0311931 | Time: 4920.84 ms [2021-01-21 02:50:51 main:574] : INFO : Epoch 1770 | loss: 0.0311902 | val_loss: 0.0311815 | Time: 4465.9 ms [2021-01-21 02:50:56 main:574] : INFO : Epoch 1771 | loss: 0.031186 | val_loss: 0.0311827 | Time: 4275.43 ms [2021-01-21 02:51:00 main:574] : INFO : Epoch 1772 | loss: 0.0311859 | val_loss: 0.0311816 | Time: 4155.87 ms [2021-01-21 02:51:05 main:574] : INFO : Epoch 1773 | loss: 0.0311862 | val_loss: 0.0311813 | Time: 4563.89 ms [2021-01-21 02:51:10 main:574] : INFO : Epoch 1774 | loss: 0.0311864 | val_loss: 0.0311897 | Time: 4821.63 ms [2021-01-21 02:51:14 main:574] : INFO : Epoch 1775 | loss: 0.031191 | val_loss: 0.0311836 | Time: 4364.62 ms [2021-01-21 02:51:18 main:574] : INFO : Epoch 1776 | loss: 0.0311877 | val_loss: 0.0311832 | Time: 4287.1 ms [2021-01-21 02:51:23 main:574] : INFO : Epoch 1777 | loss: 0.0311875 | val_loss: 0.0311846 | Time: 4706.63 ms [2021-01-21 02:51:28 main:574] : INFO : Epoch 1778 | loss: 0.031187 | val_loss: 0.0311856 | Time: 4721.97 ms [2021-01-21 02:51:33 main:574] : INFO : Epoch 1779 | loss: 0.0311882 | val_loss: 0.0311853 | Time: 4655.71 ms [2021-01-21 02:51:38 main:574] : INFO : Epoch 1780 | loss: 0.0311873 | val_loss: 0.0311874 | Time: 4791.73 ms [2021-01-21 02:51:43 main:574] : INFO : Epoch 1781 | loss: 0.0311861 | val_loss: 0.0311822 | Time: 4773.11 ms [2021-01-21 02:51:48 main:574] : INFO : Epoch 1782 | loss: 0.0311859 | val_loss: 0.0311882 | Time: 4818.1 ms [2021-01-21 02:51:52 main:574] : INFO : Epoch 1783 | loss: 0.0311878 | val_loss: 0.0311838 | Time: 4755.96 ms [2021-01-21 02:51:57 main:574] : INFO : Epoch 1784 | loss: 0.0311889 | val_loss: 0.031187 | Time: 4285.82 ms [2021-01-21 02:52:01 main:574] : INFO : Epoch 1785 | loss: 0.0311879 | val_loss: 0.0311878 | Time: 4278.56 ms [2021-01-21 02:52:06 main:574] : INFO : Epoch 1786 | loss: 0.0311872 | val_loss: 0.0311852 | Time: 4463.37 ms [2021-01-21 02:52:10 main:574] : INFO : Epoch 1787 | loss: 0.0311879 | val_loss: 0.031182 | Time: 4201.78 ms [2021-01-21 02:52:15 main:574] : INFO : Epoch 1788 | loss: 0.031185 | val_loss: 0.0311808 | Time: 4780.01 ms [2021-01-21 02:52:20 main:574] : INFO : Epoch 1789 | loss: 0.0311841 | val_loss: 0.0311819 | Time: 4825.56 ms [2021-01-21 02:52:25 main:574] : INFO : Epoch 1790 | loss: 0.0311866 | val_loss: 0.0311829 | Time: 4725.48 ms [2021-01-21 02:52:29 main:574] : INFO : Epoch 1791 | loss: 0.031186 | val_loss: 0.0311822 | Time: 4451.24 ms [2021-01-21 02:52:34 main:574] : INFO : Epoch 1792 | loss: 0.0311879 | val_loss: 0.0311814 | Time: 4696.26 ms [2021-01-21 02:52:39 main:574] : INFO : Epoch 1793 | loss: 0.0311884 | val_loss: 0.0311813 | Time: 4713.24 ms [2021-01-21 02:52:44 main:574] : INFO : Epoch 1794 | loss: 0.0311849 | val_loss: 0.0311823 | Time: 4756.97 ms [2021-01-21 02:52:49 main:574] : INFO : Epoch 1795 | loss: 0.0311862 | val_loss: 0.0311817 | Time: 4879.36 ms [2021-01-21 02:52:53 main:574] : INFO : Epoch 1796 | loss: 0.0311862 | val_loss: 0.0311842 | Time: 4407.95 ms [2021-01-21 02:52:58 main:574] : INFO : Epoch 1797 | loss: 0.0311844 | val_loss: 0.0311821 | Time: 4212.88 ms [2021-01-21 02:53:03 main:574] : INFO : Epoch 1798 | loss: 0.0311895 | val_loss: 0.0311895 | Time: 4928.23 ms [2021-01-21 02:53:07 main:574] : INFO : Epoch 1799 | loss: 0.0311909 | val_loss: 0.0311852 | Time: 4427.99 ms [2021-01-21 02:53:12 main:574] : INFO : Epoch 1800 | loss: 0.0311886 | val_loss: 0.0311857 | Time: 4936.75 ms [2021-01-21 02:53:17 main:574] : INFO : Epoch 1801 | loss: 0.0311872 | val_loss: 0.0311859 | Time: 4226.42 ms [2021-01-21 02:53:22 main:574] : INFO : Epoch 1802 | loss: 0.0311877 | val_loss: 0.0311855 | Time: 4857.25 ms [2021-01-21 02:53:26 main:574] : INFO : Epoch 1803 | loss: 0.0311867 | val_loss: 0.0311842 | Time: 4166.76 ms [2021-01-21 02:53:31 main:574] : INFO : Epoch 1804 | loss: 0.0311869 | val_loss: 0.0311807 | Time: 4522.3 ms [2021-01-21 02:53:36 main:574] : INFO : Epoch 1805 | loss: 0.031187 | val_loss: 0.0311919 | Time: 4838.49 ms [2021-01-21 02:53:40 main:574] : INFO : Epoch 1806 | loss: 0.0311894 | val_loss: 0.0311833 | Time: 4480.03 ms [2021-01-21 02:53:45 main:574] : INFO : Epoch 1807 | loss: 0.0311851 | val_loss: 0.0311809 | Time: 4870.18 ms [2021-01-21 02:53:50 main:574] : INFO : Epoch 1808 | loss: 0.0311844 | val_loss: 0.0311809 | Time: 4843.21 ms [2021-01-21 02:53:55 main:574] : INFO : Epoch 1809 | loss: 0.0311844 | val_loss: 0.0311808 | Time: 4826.91 ms [2021-01-21 02:54:00 main:574] : INFO : Epoch 1810 | loss: 0.0311858 | val_loss: 0.0311812 | Time: 4531.58 ms [2021-01-21 02:54:05 main:574] : INFO : Epoch 1811 | loss: 0.031189 | val_loss: 0.0311869 | Time: 4777.47 ms [2021-01-21 02:54:09 main:574] : INFO : Epoch 1812 | loss: 0.0311884 | val_loss: 0.0311817 | Time: 4178.42 ms [2021-01-21 02:54:14 main:574] : INFO : Epoch 1813 | loss: 0.0311855 | val_loss: 0.0311828 | Time: 4565.56 ms [2021-01-21 02:54:18 main:574] : INFO : Epoch 1814 | loss: 0.0311872 | val_loss: 0.0311814 | Time: 4233.64 ms [2021-01-21 02:54:23 main:574] : INFO : Epoch 1815 | loss: 0.0311877 | val_loss: 0.0311844 | Time: 4457.75 ms [2021-01-21 02:54:27 main:574] : INFO : Epoch 1816 | loss: 0.031188 | val_loss: 0.0311839 | Time: 4764.09 ms [2021-01-21 02:54:32 main:574] : INFO : Epoch 1817 | loss: 0.0311877 | val_loss: 0.0311921 | Time: 4815.17 ms [2021-01-21 02:54:37 main:574] : INFO : Epoch 1818 | loss: 0.0311867 | val_loss: 0.0311833 | Time: 4790.62 ms [2021-01-21 02:54:41 main:574] : INFO : Epoch 1819 | loss: 0.0311852 | val_loss: 0.0311811 | Time: 4176.85 ms [2021-01-21 02:54:46 main:574] : INFO : Epoch 1820 | loss: 0.0311849 | val_loss: 0.0311845 | Time: 4844 ms [2021-01-21 02:54:51 main:574] : INFO : Epoch 1821 | loss: 0.0311873 | val_loss: 0.031188 | Time: 4225.61 ms [2021-01-21 02:54:55 main:574] : INFO : Epoch 1822 | loss: 0.0311886 | val_loss: 0.03118 | Time: 4377.81 ms [2021-01-21 02:55:00 main:574] : INFO : Epoch 1823 | loss: 0.0311859 | val_loss: 0.0311831 | Time: 4441.39 ms [2021-01-21 02:55:05 main:574] : INFO : Epoch 1824 | loss: 0.0311888 | val_loss: 0.0311854 | Time: 4751.71 ms [2021-01-21 02:55:10 main:574] : INFO : Epoch 1825 | loss: 0.031189 | val_loss: 0.031183 | Time: 4824.82 ms [2021-01-21 02:55:14 main:574] : INFO : Epoch 1826 | loss: 0.0311874 | val_loss: 0.0311825 | Time: 4718.82 ms [2021-01-21 02:55:19 main:574] : INFO : Epoch 1827 | loss: 0.0311882 | val_loss: 0.0311839 | Time: 4806.84 ms [2021-01-21 02:55:24 main:574] : INFO : Epoch 1828 | loss: 0.0311872 | val_loss: 0.031189 | Time: 4442.79 ms [2021-01-21 02:55:29 main:574] : INFO : Epoch 1829 | loss: 0.0311886 | val_loss: 0.0311828 | Time: 4937.7 ms [2021-01-21 02:55:33 main:574] : INFO : Epoch 1830 | loss: 0.0311851 | val_loss: 0.0311816 | Time: 4248.45 ms [2021-01-21 02:55:38 main:574] : INFO : Epoch 1831 | loss: 0.0311846 | val_loss: 0.0311839 | Time: 4847.44 ms [2021-01-21 02:55:43 main:574] : INFO : Epoch 1832 | loss: 0.0311859 | val_loss: 0.0311809 | Time: 4794.03 ms [2021-01-21 02:55:48 main:574] : INFO : Epoch 1833 | loss: 0.0311854 | val_loss: 0.0311801 | Time: 4746.07 ms [2021-01-21 02:55:53 main:574] : INFO : Epoch 1834 | loss: 0.0311826 | val_loss: 0.0311782 | Time: 4486.07 ms [2021-01-21 02:55:57 main:574] : INFO : Epoch 1835 | loss: 0.0311842 | val_loss: 0.0311804 | Time: 4762.72 ms [2021-01-21 02:56:02 main:574] : INFO : Epoch 1836 | loss: 0.0311849 | val_loss: 0.0311819 | Time: 4470.47 ms [2021-01-21 02:56:07 main:574] : INFO : Epoch 1837 | loss: 0.031183 | val_loss: 0.03118 | Time: 4538.25 ms [2021-01-21 02:56:12 main:574] : INFO : Epoch 1838 | loss: 0.0311837 | val_loss: 0.0311796 | Time: 4707.25 ms [2021-01-21 02:56:16 main:574] : INFO : Epoch 1839 | loss: 0.0311856 | val_loss: 0.0311797 | Time: 4820.33 ms [2021-01-21 02:56:21 main:574] : INFO : Epoch 1840 | loss: 0.0311847 | val_loss: 0.0311789 | Time: 4486.94 ms [2021-01-21 02:56:25 main:574] : INFO : Epoch 1841 | loss: 0.0311826 | val_loss: 0.0311802 | Time: 4272.14 ms [2021-01-21 02:56:30 main:574] : INFO : Epoch 1842 | loss: 0.0311817 | val_loss: 0.0311776 | Time: 4739.62 ms [2021-01-21 02:56:35 main:574] : INFO : Epoch 1843 | loss: 0.0311841 | val_loss: 0.0311801 | Time: 4383.12 ms [2021-01-21 02:56:40 main:574] : INFO : Epoch 1844 | loss: 0.0311847 | val_loss: 0.0311773 | Time: 4732.35 ms [2021-01-21 02:56:45 main:574] : INFO : Epoch 1845 | loss: 0.0311841 | val_loss: 0.0311813 | Time: 4692.38 ms [2021-01-21 02:56:49 main:574] : INFO : Epoch 1846 | loss: 0.0311849 | val_loss: 0.0311788 | Time: 4294.15 ms [2021-01-21 02:56:54 main:574] : INFO : Epoch 1847 | loss: 0.0311841 | val_loss: 0.0311804 | Time: 4665.44 ms [2021-01-21 02:56:59 main:574] : INFO : Epoch 1848 | loss: 0.0311839 | val_loss: 0.0311794 | Time: 4768.59 ms [2021-01-21 02:57:04 main:574] : INFO : Epoch 1849 | loss: 0.0311812 | val_loss: 0.0311777 | Time: 4888.62 ms [2021-01-21 02:57:08 main:574] : INFO : Epoch 1850 | loss: 0.031185 | val_loss: 0.0311813 | Time: 4651.92 ms [2021-01-21 02:57:13 main:574] : INFO : Epoch 1851 | loss: 0.0311829 | val_loss: 0.0311808 | Time: 4711.71 ms [2021-01-21 02:57:18 main:574] : INFO : Epoch 1852 | loss: 0.0311858 | val_loss: 0.0311795 | Time: 4891.34 ms [2021-01-21 02:57:23 main:574] : INFO : Epoch 1853 | loss: 0.0311822 | val_loss: 0.0311897 | Time: 4757.12 ms [2021-01-21 02:57:28 main:574] : INFO : Epoch 1854 | loss: 0.0311843 | val_loss: 0.0311789 | Time: 4753.98 ms [2021-01-21 02:57:32 main:574] : INFO : Epoch 1855 | loss: 0.0311842 | val_loss: 0.0311781 | Time: 4261.09 ms [2021-01-21 02:57:37 main:574] : INFO : Epoch 1856 | loss: 0.0311819 | val_loss: 0.0311775 | Time: 4696.77 ms [2021-01-21 02:57:42 main:574] : INFO : Epoch 1857 | loss: 0.031181 | val_loss: 0.031177 | Time: 4946.61 ms [2021-01-21 02:57:47 main:574] : INFO : Epoch 1858 | loss: 0.031181 | val_loss: 0.0311758 | Time: 4791.9 ms [2021-01-21 02:57:52 main:574] : INFO : Epoch 1859 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 4766.15 ms [2021-01-21 02:57:56 main:574] : INFO : Epoch 1860 | loss: 0.0311833 | val_loss: 0.0311794 | Time: 4468.44 ms [2021-01-21 02:58:01 main:574] : INFO : Epoch 1861 | loss: 0.0311799 | val_loss: 0.0311756 | Time: 4195.34 ms [2021-01-21 02:58:06 main:574] : INFO : Epoch 1862 | loss: 0.0311817 | val_loss: 0.0311819 | Time: 4635.67 ms [2021-01-21 02:58:10 main:574] : INFO : Epoch 1863 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 4664.76 ms [2021-01-21 02:58:15 main:574] : INFO : Epoch 1864 | loss: 0.0311809 | val_loss: 0.0311751 | Time: 4220.37 ms [2021-01-21 02:58:19 main:574] : INFO : Epoch 1865 | loss: 0.0311814 | val_loss: 0.0311784 | Time: 4421.65 ms [2021-01-21 02:58:24 main:574] : INFO : Epoch 1866 | loss: 0.0311866 | val_loss: 0.0311802 | Time: 4940.6 ms [2021-01-21 02:58:29 main:574] : INFO : Epoch 1867 | loss: 0.0311801 | val_loss: 0.0311895 | Time: 4737.45 ms [2021-01-21 02:58:34 main:574] : INFO : Epoch 1868 | loss: 0.0311821 | val_loss: 0.0311814 | Time: 4818.18 ms [2021-01-21 02:58:39 main:574] : INFO : Epoch 1869 | loss: 0.0311809 | val_loss: 0.0311773 | Time: 4813.36 ms [2021-01-21 02:58:44 main:574] : INFO : Epoch 1870 | loss: 0.031178 | val_loss: 0.0311764 | Time: 4801.97 ms [2021-01-21 02:58:48 main:574] : INFO : Epoch 1871 | loss: 0.0311783 | val_loss: 0.031175 | Time: 4256.87 ms [2021-01-21 02:58:53 main:574] : INFO : Epoch 1872 | loss: 0.0311782 | val_loss: 0.0311773 | Time: 4236.62 ms [2021-01-21 02:58:57 main:574] : INFO : Epoch 1873 | loss: 0.0311794 | val_loss: 0.0311857 | Time: 4705.85 ms [2021-01-21 02:59:02 main:574] : INFO : Epoch 1874 | loss: 0.0311789 | val_loss: 0.0311767 | Time: 4374.81 ms [2021-01-21 02:59:07 main:574] : INFO : Epoch 1875 | loss: 0.0311786 | val_loss: 0.0311861 | Time: 4785.84 ms [2021-01-21 02:59:11 main:574] : INFO : Epoch 1876 | loss: 0.0311808 | val_loss: 0.0311759 | Time: 4402.27 ms [2021-01-21 02:59:16 main:574] : INFO : Epoch 1877 | loss: 0.031181 | val_loss: 0.0311784 | Time: 4509.26 ms [2021-01-21 02:59:21 main:574] : INFO : Epoch 1878 | loss: 0.0311806 | val_loss: 0.0311804 | Time: 4948.94 ms [2021-01-21 02:59:26 main:574] : INFO : Epoch 1879 | loss: 0.0311787 | val_loss: 0.0311809 | Time: 4818.27 ms [2021-01-21 02:59:31 main:574] : INFO : Epoch 1880 | loss: 0.0311794 | val_loss: 0.0311761 | Time: 4800.79 ms [2021-01-21 02:59:35 main:574] : INFO : Epoch 1881 | loss: 0.0311794 | val_loss: 0.0311783 | Time: 4297.12 ms [2021-01-21 02:59:40 main:574] : INFO : Epoch 1882 | loss: 0.031181 | val_loss: 0.0311851 | Time: 4755.42 ms [2021-01-21 02:59:44 main:574] : INFO : Epoch 1883 | loss: 0.03118 | val_loss: 0.0311769 | Time: 4252.45 ms [2021-01-21 02:59:49 main:574] : INFO : Epoch 1884 | loss: 0.031177 | val_loss: 0.0311771 | Time: 4830.32 ms [2021-01-21 02:59:54 main:574] : INFO : Epoch 1885 | loss: 0.0311826 | val_loss: 0.03118 | Time: 4183.84 ms [2021-01-21 02:59:58 main:574] : INFO : Epoch 1886 | loss: 0.0311883 | val_loss: 0.0311808 | Time: 4575.19 ms [2021-01-21 03:00:03 main:574] : INFO : Epoch 1887 | loss: 0.0311798 | val_loss: 0.0311808 | Time: 4287.67 ms [2021-01-21 03:00:08 main:574] : INFO : Epoch 1888 | loss: 0.0311842 | val_loss: 0.0311808 | Time: 4906.35 ms [2021-01-21 03:00:13 main:574] : INFO : Epoch 1889 | loss: 0.0311804 | val_loss: 0.0311781 | Time: 4485.3 ms [2021-01-21 03:00:17 main:574] : INFO : Epoch 1890 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 4440.39 ms [2021-01-21 03:00:22 main:574] : INFO : Epoch 1891 | loss: 0.0311772 | val_loss: 0.0311758 | Time: 4853.15 ms [2021-01-21 03:00:27 main:574] : INFO : Epoch 1892 | loss: 0.0311771 | val_loss: 0.0311759 | Time: 4651.22 ms [2021-01-21 03:00:31 main:574] : INFO : Epoch 1893 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 4536.57 ms [2021-01-21 03:00:36 main:574] : INFO : Epoch 1894 | loss: 0.0311793 | val_loss: 0.031185 | Time: 4301.89 ms [2021-01-21 03:00:41 main:574] : INFO : Epoch 1895 | loss: 0.0311768 | val_loss: 0.0311806 | Time: 4782.42 ms [2021-01-21 03:00:45 main:574] : INFO : Epoch 1896 | loss: 0.0311762 | val_loss: 0.0311771 | Time: 4420.08 ms [2021-01-21 03:00:50 main:574] : INFO : Epoch 1897 | loss: 0.0311772 | val_loss: 0.0311771 | Time: 4749.01 ms [2021-01-21 03:00:55 main:574] : INFO : Epoch 1898 | loss: 0.0311758 | val_loss: 0.0311761 | Time: 4754.52 ms [2021-01-21 03:00:59 main:574] : INFO : Epoch 1899 | loss: 0.0311758 | val_loss: 0.0311778 | Time: 4183.32 ms [2021-01-21 03:01:04 main:574] : INFO : Epoch 1900 | loss: 0.0311759 | val_loss: 0.0311757 | Time: 4519.19 ms [2021-01-21 03:01:08 main:574] : INFO : Epoch 1901 | loss: 0.0311773 | val_loss: 0.0311784 | Time: 4183.57 ms [2021-01-21 03:01:12 main:574] : INFO : Epoch 1902 | loss: 0.031176 | val_loss: 0.0311895 | Time: 4304.98 ms [2021-01-21 03:01:17 main:574] : INFO : Epoch 1903 | loss: 0.0311806 | val_loss: 0.0311766 | Time: 4335.57 ms [2021-01-21 03:01:21 main:574] : INFO : Epoch 1904 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 4171.36 ms [2021-01-21 03:01:26 main:574] : INFO : Epoch 1905 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 4373.31 ms [2021-01-21 03:01:30 main:574] : INFO : Epoch 1906 | loss: 0.031176 | val_loss: 0.0311759 | Time: 4458.25 ms [2021-01-21 03:01:35 main:574] : INFO : Epoch 1907 | loss: 0.0311752 | val_loss: 0.0311757 | Time: 4376.69 ms [2021-01-21 03:01:39 main:574] : INFO : Epoch 1908 | loss: 0.031176 | val_loss: 0.0311754 | Time: 4320.2 ms [2021-01-21 03:01:43 main:574] : INFO : Epoch 1909 | loss: 0.031179 | val_loss: 0.0311756 | Time: 4166.32 ms [2021-01-21 03:01:48 main:574] : INFO : Epoch 1910 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 4828.45 ms [2021-01-21 03:01:53 main:574] : INFO : Epoch 1911 | loss: 0.0311754 | val_loss: 0.0311752 | Time: 4186.47 ms [2021-01-21 03:01:58 main:574] : INFO : Epoch 1912 | loss: 0.0311777 | val_loss: 0.0311757 | Time: 4876.93 ms [2021-01-21 03:02:02 main:574] : INFO : Epoch 1913 | loss: 0.0311754 | val_loss: 0.0311748 | Time: 4371.88 ms [2021-01-21 03:02:06 main:574] : INFO : Epoch 1914 | loss: 0.0311773 | val_loss: 0.031179 | Time: 4324.99 ms [2021-01-21 03:02:11 main:574] : INFO : Epoch 1915 | loss: 0.0311845 | val_loss: 0.0311869 | Time: 4218.8 ms [2021-01-21 03:02:15 main:574] : INFO : Epoch 1916 | loss: 0.0311796 | val_loss: 0.0311937 | Time: 4229.46 ms [2021-01-21 03:02:20 main:574] : INFO : Epoch 1917 | loss: 0.031184 | val_loss: 0.0311817 | Time: 4829.47 ms [2021-01-21 03:02:25 main:574] : INFO : Epoch 1918 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 4962.21 ms [2021-01-21 03:02:30 main:574] : INFO : Epoch 1919 | loss: 0.0311751 | val_loss: 0.0311776 | Time: 4883.51 ms [2021-01-21 03:02:35 main:574] : INFO : Epoch 1920 | loss: 0.0311733 | val_loss: 0.0311743 | Time: 4782.43 ms [2021-01-21 03:02:40 main:574] : INFO : Epoch 1921 | loss: 0.0311728 | val_loss: 0.0311748 | Time: 4746.33 ms [2021-01-21 03:02:44 main:574] : INFO : Epoch 1922 | loss: 0.0311728 | val_loss: 0.0311766 | Time: 4228.55 ms [2021-01-21 03:02:49 main:574] : INFO : Epoch 1923 | loss: 0.0311757 | val_loss: 0.0311736 | Time: 4861.04 ms [2021-01-21 03:02:54 main:574] : INFO : Epoch 1924 | loss: 0.0311763 | val_loss: 0.0311766 | Time: 4211.53 ms [2021-01-21 03:02:59 main:574] : INFO : Epoch 1925 | loss: 0.031178 | val_loss: 0.031181 | Time: 4849.23 ms [2021-01-21 03:03:04 main:574] : INFO : Epoch 1926 | loss: 0.0311789 | val_loss: 0.0311757 | Time: 4828.34 ms [2021-01-21 03:03:09 main:574] : INFO : Epoch 1927 | loss: 0.0311738 | val_loss: 0.0311733 | Time: 4732.1 ms [2021-01-21 03:03:13 main:574] : INFO : Epoch 1928 | loss: 0.0311723 | val_loss: 0.0311728 | Time: 4827.13 ms [2021-01-21 03:03:18 main:574] : INFO : Epoch 1929 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 4727.07 ms [2021-01-21 03:03:23 main:574] : INFO : Epoch 1930 | loss: 0.0311737 | val_loss: 0.0311852 | Time: 4638.94 ms [2021-01-21 03:03:28 main:574] : INFO : Epoch 1931 | loss: 0.0311759 | val_loss: 0.031186 | Time: 4693.6 ms [2021-01-21 03:03:33 main:574] : INFO : Epoch 1932 | loss: 0.0311749 | val_loss: 0.0311741 | Time: 4919.75 ms [2021-01-21 03:03:37 main:574] : INFO : Epoch 1933 | loss: 0.0311715 | val_loss: 0.0311795 | Time: 4514.04 ms [2021-01-21 03:03:42 main:574] : INFO : Epoch 1934 | loss: 0.031174 | val_loss: 0.0311728 | Time: 4568.53 ms [2021-01-21 03:03:47 main:574] : INFO : Epoch 1935 | loss: 0.0311748 | val_loss: 0.031182 | Time: 4667.24 ms [2021-01-21 03:03:52 main:574] : INFO : Epoch 1936 | loss: 0.0311737 | val_loss: 0.0311738 | Time: 4871.15 ms [2021-01-21 03:03:56 main:574] : INFO : Epoch 1937 | loss: 0.0311722 | val_loss: 0.0311855 | Time: 4226.23 ms [2021-01-21 03:04:01 main:574] : INFO : Epoch 1938 | loss: 0.0311759 | val_loss: 0.0311738 | Time: 4733.34 ms [2021-01-21 03:04:05 main:574] : INFO : Epoch 1939 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 4389.39 ms [2021-01-21 03:04:10 main:574] : INFO : Epoch 1940 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 4737.55 ms [2021-01-21 03:04:15 main:574] : INFO : Epoch 1941 | loss: 0.0311719 | val_loss: 0.0311722 | Time: 4819.77 ms [2021-01-21 03:04:20 main:574] : INFO : Epoch 1942 | loss: 0.0311712 | val_loss: 0.0311756 | Time: 4472 ms [2021-01-21 03:04:25 main:574] : INFO : Epoch 1943 | loss: 0.031172 | val_loss: 0.0311718 | Time: 4797.96 ms [2021-01-21 03:04:30 main:574] : INFO : Epoch 1944 | loss: 0.0311704 | val_loss: 0.0311724 | Time: 4789.01 ms [2021-01-21 03:04:35 main:574] : INFO : Epoch 1945 | loss: 0.031171 | val_loss: 0.0311728 | Time: 4797.46 ms [2021-01-21 03:04:40 main:574] : INFO : Epoch 1946 | loss: 0.0311714 | val_loss: 0.0311796 | Time: 4674.82 ms [2021-01-21 03:04:44 main:574] : INFO : Epoch 1947 | loss: 0.0311729 | val_loss: 0.0311729 | Time: 4587.75 ms [2021-01-21 03:04:49 main:574] : INFO : Epoch 1948 | loss: 0.0311725 | val_loss: 0.0311728 | Time: 4862.9 ms [2021-01-21 03:04:54 main:574] : INFO : Epoch 1949 | loss: 0.0311721 | val_loss: 0.0311714 | Time: 4768.07 ms [2021-01-21 03:04:59 main:574] : INFO : Epoch 1950 | loss: 0.031172 | val_loss: 0.0311757 | Time: 4605.16 ms [2021-01-21 03:05:04 main:574] : INFO : Epoch 1951 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 4728.11 ms [2021-01-21 03:05:09 main:574] : INFO : Epoch 1952 | loss: 0.0311727 | val_loss: 0.0311718 | Time: 4821.85 ms [2021-01-21 03:05:14 main:574] : INFO : Epoch 1953 | loss: 0.0311713 | val_loss: 0.0311722 | Time: 4749.61 ms [2021-01-21 03:05:18 main:574] : INFO : Epoch 1954 | loss: 0.0311722 | val_loss: 0.0311727 | Time: 4266.15 ms [2021-01-21 03:05:22 main:574] : INFO : Epoch 1955 | loss: 0.031172 | val_loss: 0.0311758 | Time: 4281.67 ms [2021-01-21 03:05:27 main:574] : INFO : Epoch 1956 | loss: 0.0311727 | val_loss: 0.0311715 | Time: 4694.61 ms [2021-01-21 03:05:32 main:574] : INFO : Epoch 1957 | loss: 0.0311733 | val_loss: 0.0311741 | Time: 4371.06 ms [2021-01-21 03:05:36 main:574] : INFO : Epoch 1958 | loss: 0.0311727 | val_loss: 0.0311714 | Time: 4216.44 ms [2021-01-21 03:05:41 main:574] : INFO : Epoch 1959 | loss: 0.0311725 | val_loss: 0.0311751 | Time: 4808.17 ms [2021-01-21 03:05:46 main:574] : INFO : Epoch 1960 | loss: 0.0311716 | val_loss: 0.0311721 | Time: 4769.45 ms [2021-01-21 03:05:51 main:574] : INFO : Epoch 1961 | loss: 0.0311741 | val_loss: 0.0311722 | Time: 4816.89 ms [2021-01-21 03:05:55 main:574] : INFO : Epoch 1962 | loss: 0.0311768 | val_loss: 0.031184 | Time: 4359.65 ms [2021-01-21 03:06:00 main:574] : INFO : Epoch 1963 | loss: 0.03118 | val_loss: 0.0311893 | Time: 4766.26 ms [2021-01-21 03:06:05 main:574] : INFO : Epoch 1964 | loss: 0.0311768 | val_loss: 0.0311719 | Time: 4852.53 ms [2021-01-21 03:06:10 main:574] : INFO : Epoch 1965 | loss: 0.0311717 | val_loss: 0.0311714 | Time: 4657.1 ms [2021-01-21 03:06:15 main:574] : INFO : Epoch 1966 | loss: 0.0311712 | val_loss: 0.0311726 | Time: 4846.5 ms [2021-01-21 03:06:20 main:574] : INFO : Epoch 1967 | loss: 0.0311705 | val_loss: 0.0311724 | Time: 4772.53 ms [2021-01-21 03:06:24 main:574] : INFO : Epoch 1968 | loss: 0.0311703 | val_loss: 0.0311737 | Time: 4493.19 ms [2021-01-21 03:06:29 main:574] : INFO : Epoch 1969 | loss: 0.0311702 | val_loss: 0.0311724 | Time: 4745.51 ms [2021-01-21 03:06:34 main:574] : INFO : Epoch 1970 | loss: 0.0311775 | val_loss: 0.0311716 | Time: 4739.3 ms [2021-01-21 03:06:38 main:574] : INFO : Epoch 1971 | loss: 0.0311734 | val_loss: 0.031172 | Time: 4181.27 ms [2021-01-21 03:06:43 main:574] : INFO : Epoch 1972 | loss: 0.0311717 | val_loss: 0.031173 | Time: 4740.48 ms [2021-01-21 03:06:48 main:574] : INFO : Epoch 1973 | loss: 0.0311718 | val_loss: 0.0311809 | Time: 4648.51 ms [2021-01-21 03:06:53 main:574] : INFO : Epoch 1974 | loss: 0.0311863 | val_loss: 0.031193 | Time: 4835.04 ms [2021-01-21 03:06:58 main:574] : INFO : Epoch 1975 | loss: 0.0311819 | val_loss: 0.0311836 | Time: 4694.09 ms [2021-01-21 03:07:03 main:574] : INFO : Epoch 1976 | loss: 0.0311808 | val_loss: 0.0311895 | Time: 4709.81 ms [2021-01-21 03:07:07 main:574] : INFO : Epoch 1977 | loss: 0.0311773 | val_loss: 0.0311716 | Time: 4301.26 ms [2021-01-21 03:07:12 main:574] : INFO : Epoch 1978 | loss: 0.0311692 | val_loss: 0.0311737 | Time: 4845.19 ms [2021-01-21 03:07:17 main:574] : INFO : Epoch 1979 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 4836.16 ms [2021-01-21 03:07:22 main:574] : INFO : Epoch 1980 | loss: 0.03117 | val_loss: 0.0311727 | Time: 4748.84 ms [2021-01-21 03:07:27 main:574] : INFO : Epoch 1981 | loss: 0.0311701 | val_loss: 0.031173 | Time: 4819.4 ms [2021-01-21 03:07:31 main:574] : INFO : Epoch 1982 | loss: 0.0311717 | val_loss: 0.0311727 | Time: 4398.05 ms [2021-01-21 03:07:36 main:574] : INFO : Epoch 1983 | loss: 0.0311697 | val_loss: 0.0311718 | Time: 4557.22 ms [2021-01-21 03:07:40 main:574] : INFO : Epoch 1984 | loss: 0.031173 | val_loss: 0.0311717 | Time: 4362.51 ms [2021-01-21 03:07:45 main:574] : INFO : Epoch 1985 | loss: 0.0311744 | val_loss: 0.0311732 | Time: 4629.57 ms [2021-01-21 03:07:50 main:574] : INFO : Epoch 1986 | loss: 0.0311693 | val_loss: 0.0311714 | Time: 4911.64 ms [2021-01-21 03:07:55 main:574] : INFO : Epoch 1987 | loss: 0.0311686 | val_loss: 0.0311715 | Time: 4770.02 ms [2021-01-21 03:07:59 main:574] : INFO : Epoch 1988 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 4244.72 ms [2021-01-21 03:08:04 main:574] : INFO : Epoch 1989 | loss: 0.0311706 | val_loss: 0.0311713 | Time: 4720.09 ms [2021-01-21 03:08:09 main:574] : INFO : Epoch 1990 | loss: 0.0311694 | val_loss: 0.0311802 | Time: 4333.08 ms [2021-01-21 03:08:14 main:574] : INFO : Epoch 1991 | loss: 0.0311759 | val_loss: 0.0311768 | Time: 4891.84 ms [2021-01-21 03:08:18 main:574] : INFO : Epoch 1992 | loss: 0.031178 | val_loss: 0.0311714 | Time: 4460.41 ms [2021-01-21 03:08:23 main:574] : INFO : Epoch 1993 | loss: 0.0311789 | val_loss: 0.031173 | Time: 4427.26 ms [2021-01-21 03:08:27 main:574] : INFO : Epoch 1994 | loss: 0.0311712 | val_loss: 0.0311718 | Time: 4645.88 ms [2021-01-21 03:08:32 main:574] : INFO : Epoch 1995 | loss: 0.0311683 | val_loss: 0.0311722 | Time: 4954.86 ms [2021-01-21 03:08:37 main:574] : INFO : Epoch 1996 | loss: 0.0311697 | val_loss: 0.031172 | Time: 4596.05 ms [2021-01-21 03:08:41 main:574] : INFO : Epoch 1997 | loss: 0.0311688 | val_loss: 0.0311731 | Time: 4256.24 ms [2021-01-21 03:08:46 main:574] : INFO : Epoch 1998 | loss: 0.0311709 | val_loss: 0.0311717 | Time: 4226.8 ms [2021-01-21 03:08:50 main:574] : INFO : Epoch 1999 | loss: 0.0311683 | val_loss: 0.031178 | Time: 4648.3 ms [2021-01-21 03:08:55 main:574] : INFO : Epoch 2000 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 4397.96 ms [2021-01-21 03:08:59 main:574] : INFO : Epoch 2001 | loss: 0.0311703 | val_loss: 0.0311767 | Time: 4286.04 ms [2021-01-21 03:09:04 main:574] : INFO : Epoch 2002 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 4375.77 ms [2021-01-21 03:09:09 main:574] : INFO : Epoch 2003 | loss: 0.0311701 | val_loss: 0.0311742 | Time: 4769.72 ms [2021-01-21 03:09:13 main:574] : INFO : Epoch 2004 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 4743.08 ms [2021-01-21 03:09:18 main:574] : INFO : Epoch 2005 | loss: 0.0311702 | val_loss: 0.0311728 | Time: 4884.73 ms [2021-01-21 03:09:23 main:574] : INFO : Epoch 2006 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 4643.71 ms [2021-01-21 03:09:28 main:574] : INFO : Epoch 2007 | loss: 0.0311701 | val_loss: 0.0311721 | Time: 4584.93 ms [2021-01-21 03:09:32 main:574] : INFO : Epoch 2008 | loss: 0.0311706 | val_loss: 0.0311802 | Time: 4304.73 ms [2021-01-21 03:09:37 main:574] : INFO : Epoch 2009 | loss: 0.0311785 | val_loss: 0.031173 | Time: 4524.88 ms [2021-01-21 03:09:41 main:574] : INFO : Epoch 2010 | loss: 0.0311762 | val_loss: 0.0311721 | Time: 4329 ms [2021-01-21 03:09:46 main:574] : INFO : Epoch 2011 | loss: 0.0311722 | val_loss: 0.0311794 | Time: 4712.4 ms [2021-01-21 03:09:51 main:574] : INFO : Epoch 2012 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 4569.74 ms [2021-01-21 03:09:56 main:574] : INFO : Epoch 2013 | loss: 0.0311718 | val_loss: 0.0311719 | Time: 4926.59 ms [2021-01-21 03:10:01 main:574] : INFO : Epoch 2014 | loss: 0.0311696 | val_loss: 0.0311762 | Time: 4739.31 ms [2021-01-21 03:10:05 main:574] : INFO : Epoch 2015 | loss: 0.0311693 | val_loss: 0.0311713 | Time: 4289.47 ms [2021-01-21 03:10:09 main:574] : INFO : Epoch 2016 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 4390.35 ms [2021-01-21 03:10:14 main:574] : INFO : Epoch 2017 | loss: 0.0311711 | val_loss: 0.0311732 | Time: 4731.11 ms [2021-01-21 03:10:19 main:574] : INFO : Epoch 2018 | loss: 0.0311705 | val_loss: 0.0311729 | Time: 4516.38 ms [2021-01-21 03:10:24 main:574] : INFO : Epoch 2019 | loss: 0.0311702 | val_loss: 0.031182 | Time: 4825.58 ms [2021-01-21 03:10:29 main:574] : INFO : Epoch 2020 | loss: 0.0311762 | val_loss: 0.0311736 | Time: 4719.05 ms [2021-01-21 03:10:33 main:574] : INFO : Epoch 2021 | loss: 0.0311706 | val_loss: 0.0311728 | Time: 4629 ms [2021-01-21 03:10:38 main:574] : INFO : Epoch 2022 | loss: 0.0311683 | val_loss: 0.0311723 | Time: 4870.45 ms [2021-01-21 03:10:43 main:574] : INFO : Epoch 2023 | loss: 0.0311734 | val_loss: 0.0311717 | Time: 4705.05 ms [2021-01-21 03:10:48 main:574] : INFO : Epoch 2024 | loss: 0.0311712 | val_loss: 0.0311753 | Time: 4809.76 ms [2021-01-21 03:10:53 main:574] : INFO : Epoch 2025 | loss: 0.0311684 | val_loss: 0.0311758 | Time: 4687.71 ms [2021-01-21 03:10:57 main:574] : INFO : Epoch 2026 | loss: 0.0311704 | val_loss: 0.0311707 | Time: 4410.84 ms [2021-01-21 03:11:02 main:574] : INFO : Epoch 2027 | loss: 0.0311694 | val_loss: 0.0311703 | Time: 4847.07 ms [2021-01-21 03:11:07 main:574] : INFO : Epoch 2028 | loss: 0.0311707 | val_loss: 0.031173 | Time: 4774.76 ms [2021-01-21 03:11:12 main:574] : INFO : Epoch 2029 | loss: 0.0311733 | val_loss: 0.0311728 | Time: 4780.94 ms [2021-01-21 03:11:16 main:574] : INFO : Epoch 2030 | loss: 0.0311734 | val_loss: 0.031178 | Time: 4513.52 ms [2021-01-21 03:11:21 main:574] : INFO : Epoch 2031 | loss: 0.0311741 | val_loss: 0.031175 | Time: 4305.25 ms [2021-01-21 03:11:26 main:574] : INFO : Epoch 2032 | loss: 0.0311721 | val_loss: 0.0311732 | Time: 4926.09 ms [2021-01-21 03:11:31 main:574] : INFO : Epoch 2033 | loss: 0.0311737 | val_loss: 0.0311726 | Time: 4808.38 ms [2021-01-21 03:11:36 main:574] : INFO : Epoch 2034 | loss: 0.0311752 | val_loss: 0.0311733 | Time: 4719.15 ms [2021-01-21 03:11:40 main:574] : INFO : Epoch 2035 | loss: 0.0311717 | val_loss: 0.0311714 | Time: 4430.22 ms [2021-01-21 03:11:45 main:574] : INFO : Epoch 2036 | loss: 0.0311704 | val_loss: 0.0311712 | Time: 4620.59 ms [2021-01-21 03:11:49 main:574] : INFO : Epoch 2037 | loss: 0.0311707 | val_loss: 0.0311708 | Time: 4259.02 ms [2021-01-21 03:11:54 main:574] : INFO : Epoch 2038 | loss: 0.0311695 | val_loss: 0.0311752 | Time: 4864.62 ms [2021-01-21 03:11:59 main:574] : INFO : Epoch 2039 | loss: 0.0311698 | val_loss: 0.0311695 | Time: 4765.77 ms [2021-01-21 03:12:03 main:574] : INFO : Epoch 2040 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 4422.68 ms [2021-01-21 03:12:08 main:574] : INFO : Epoch 2041 | loss: 0.0311705 | val_loss: 0.0311692 | Time: 4263.88 ms [2021-01-21 03:12:13 main:574] : INFO : Epoch 2042 | loss: 0.0311699 | val_loss: 0.0311707 | Time: 4692.82 ms [2021-01-21 03:12:18 main:574] : INFO : Epoch 2043 | loss: 0.0311683 | val_loss: 0.0311708 | Time: 4861.01 ms [2021-01-21 03:12:22 main:574] : INFO : Epoch 2044 | loss: 0.0311711 | val_loss: 0.0311697 | Time: 4292.93 ms [2021-01-21 03:12:27 main:574] : INFO : Epoch 2045 | loss: 0.0311709 | val_loss: 0.0311696 | Time: 4735.21 ms [2021-01-21 03:12:31 main:574] : INFO : Epoch 2046 | loss: 0.0311721 | val_loss: 0.0311748 | Time: 4294.62 ms [2021-01-21 03:12:36 main:574] : INFO : Epoch 2047 | loss: 0.0311753 | val_loss: 0.0311711 | Time: 4690.96 ms [2021-01-21 03:12:40 main:574] : INFO : Epoch 2048 | loss: 0.0311756 | val_loss: 0.0311736 | Time: 4326.65 ms [2021-01-21 03:12:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311736 [2021-01-21 03:12:41 main:603] : INFO : Saving end state to config to file [2021-01-21 03:12:41 main:608] : INFO : Success, exiting.. 03:12:41 (6552): 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)