Task 14622564
| Name | ParityModified-1645993432-30543-3-0_1 |
| Workunit | 11495028 |
| Created | 17 Apr 2022, 5:53:43 UTC |
| Sent | 17 Apr 2022, 5:54:26 UTC |
| Report deadline | 25 Apr 2022, 5:54:26 UTC |
| Received | 17 Apr 2022, 22:17:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2381 |
| Run time | 2 hours 54 min 26 sec |
| CPU time | 2 hours 29 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,156.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 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: 0.0311867 | val_loss: 0.0311859 | Time: 5196.88 ms [2022-04-17 17:26:27 main:574] : INFO : Epoch 1543 | loss: 0.0311869 | val_loss: 0.0311839 | Time: 5467.58 ms [2022-04-17 17:26:32 main:574] : INFO : Epoch 1544 | loss: 0.031186 | val_loss: 0.0311845 | Time: 5248.65 ms [2022-04-17 17:26:37 main:574] : INFO : Epoch 1545 | loss: 0.031187 | val_loss: 0.0311841 | Time: 5359.12 ms [2022-04-17 17:26:43 main:574] : INFO : Epoch 1546 | loss: 0.0311848 | val_loss: 0.0311838 | Time: 5677.4 ms [2022-04-17 17:26:49 main:574] : INFO : Epoch 1547 | loss: 0.0311859 | val_loss: 0.0311838 | Time: 5543.42 ms [2022-04-17 17:26:53 main:574] : INFO : Epoch 1548 | loss: 0.0311847 | val_loss: 0.0311868 | Time: 4824.9 ms [2022-04-17 17:26:59 main:574] : INFO : Epoch 1549 | loss: 0.0311852 | val_loss: 0.0311841 | Time: 5897.53 ms [2022-04-17 17:27:04 main:574] : INFO : Epoch 1550 | loss: 0.0311844 | val_loss: 0.0311838 | Time: 4992.1 ms [2022-04-17 17:27:10 main:574] : INFO : Epoch 1551 | loss: 0.0311862 | val_loss: 0.0311836 | Time: 5755.25 ms [2022-04-17 17:27:16 main:574] : INFO : Epoch 1552 | loss: 0.0311853 | val_loss: 0.0311837 | Time: 5856.48 ms [2022-04-17 17:27:20 main:574] : INFO : Epoch 1553 | loss: 0.0311855 | val_loss: 0.0311866 | Time: 4304.53 ms [2022-04-17 17:27:26 main:574] : INFO : Epoch 1554 | loss: 0.0311848 | val_loss: 0.0311849 | Time: 5648.14 ms [2022-04-17 17:27:31 main:574] : INFO : Epoch 1555 | loss: 0.0311847 | val_loss: 0.0311867 | Time: 4553.37 ms [2022-04-17 17:27:36 main:574] : INFO : Epoch 1556 | loss: 0.0311896 | val_loss: 0.031191 | Time: 5955.54 ms [2022-04-17 17:27:41 main:574] : INFO : Epoch 1557 | loss: 0.0311902 | val_loss: 0.0311912 | Time: 4820.67 ms [2022-04-17 17:27:47 main:574] : INFO : Epoch 1558 | loss: 0.0311881 | val_loss: 0.0311849 | Time: 5242.55 ms [2022-04-17 17:27:52 main:574] : INFO : Epoch 1559 | loss: 0.0311849 | val_loss: 0.0311836 | Time: 5370.74 ms [2022-04-17 17:27:57 main:574] : INFO : Epoch 1560 | loss: 0.0311842 | val_loss: 0.0311837 | Time: 4909.06 ms [2022-04-17 17:28:02 main:574] : INFO : Epoch 1561 | loss: 0.031186 | val_loss: 0.031186 | Time: 4766.32 ms [2022-04-17 17:28:07 main:574] : INFO : Epoch 1562 | loss: 0.0311847 | val_loss: 0.0311847 | Time: 5431.61 ms [2022-04-17 17:28:12 main:574] : INFO : Epoch 1563 | loss: 0.031185 | val_loss: 0.0311863 | Time: 5046.84 ms [2022-04-17 17:28:17 main:574] : INFO : Epoch 1564 | loss: 0.0311843 | val_loss: 0.0311916 | Time: 4825.94 ms [2022-04-17 17:28:22 main:574] : INFO : Epoch 1565 | loss: 0.0311871 | val_loss: 0.0311848 | Time: 5482.2 ms [2022-04-17 17:28:27 main:574] : INFO : Epoch 1566 | loss: 0.0311883 | val_loss: 0.031184 | Time: 4209.83 ms [2022-04-17 17:28:32 main:574] : INFO : Epoch 1567 | loss: 0.0311842 | val_loss: 0.0311837 | Time: 5454.61 ms [2022-04-17 17:28:37 main:574] : INFO : Epoch 1568 | loss: 0.031184 | val_loss: 0.0311837 | Time: 4620.86 ms [2022-04-17 17:28:42 main:574] : INFO : Epoch 1569 | loss: 0.0311841 | val_loss: 0.0311839 | Time: 5356.85 ms [2022-04-17 17:28:47 main:574] : INFO : Epoch 1570 | loss: 0.0311856 | val_loss: 0.0311841 | Time: 5077.74 ms [2022-04-17 17:28:52 main:574] : INFO : Epoch 1571 | loss: 0.031185 | val_loss: 0.0311844 | Time: 4610.66 ms [2022-04-17 17:28:57 main:574] : INFO : Epoch 1572 | loss: 0.0311845 | val_loss: 0.0311836 | Time: 5280.47 ms [2022-04-17 17:29:03 main:574] : INFO : Epoch 1573 | loss: 0.0311849 | val_loss: 0.0311858 | Time: 5656.15 ms [2022-04-17 17:29:08 main:574] : INFO : Epoch 1574 | loss: 0.0311842 | val_loss: 0.0311841 | Time: 4917.39 ms [2022-04-17 17:29:13 main:574] : INFO : Epoch 1575 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 4944.74 ms [2022-04-17 17:29:17 main:574] : INFO : Epoch 1576 | loss: 0.0311844 | val_loss: 0.0311834 | Time: 4348.35 ms [2022-04-17 17:29:22 main:574] : INFO : Epoch 1577 | loss: 0.0311864 | val_loss: 0.0311876 | Time: 5387.38 ms [2022-04-17 17:29:28 main:574] : INFO : Epoch 1578 | loss: 0.0311888 | val_loss: 0.0311847 | Time: 5514.84 ms [2022-04-17 17:29:32 main:574] : INFO : Epoch 1579 | loss: 0.0311898 | val_loss: 0.0311855 | Time: 3996.8 ms [2022-04-17 17:29:37 main:574] : INFO : Epoch 1580 | loss: 0.0311875 | val_loss: 0.0311844 | Time: 5412.66 ms [2022-04-17 17:29:43 main:574] : INFO : Epoch 1581 | loss: 0.0311855 | val_loss: 0.0311837 | Time: 5263.33 ms [2022-04-17 17:29:47 main:574] : INFO : Epoch 1582 | loss: 0.0311885 | val_loss: 0.0311875 | Time: 4463.71 ms [2022-04-17 17:29:52 main:574] : INFO : Epoch 1583 | loss: 0.0311875 | val_loss: 0.0311915 | Time: 5436.93 ms [2022-04-17 17:29:57 main:574] : INFO : Epoch 1584 | loss: 0.0311868 | val_loss: 0.0311879 | Time: 4346.36 ms [2022-04-17 17:30:02 main:574] : INFO : Epoch 1585 | loss: 0.0311899 | val_loss: 0.0311902 | Time: 5669.17 ms [2022-04-17 17:30:07 main:574] : INFO : Epoch 1586 | loss: 0.0311904 | val_loss: 0.0311979 | Time: 5009.1 ms [2022-04-17 17:30:12 main:574] : INFO : Epoch 1587 | loss: 0.0311893 | val_loss: 0.031186 | Time: 4558.19 ms [2022-04-17 17:30:17 main:574] : INFO : Epoch 1588 | loss: 0.0311891 | val_loss: 0.0311875 | Time: 5335.25 ms [2022-04-17 17:30:21 main:574] : INFO : Epoch 1589 | loss: 0.0311865 | val_loss: 0.0311888 | Time: 3975.37 ms [2022-04-17 17:30:27 main:574] : INFO : Epoch 1590 | loss: 0.0311891 | val_loss: 0.0311902 | Time: 5834.28 ms [2022-04-17 17:30:33 main:574] : INFO : Epoch 1591 | loss: 0.0311887 | val_loss: 0.0311839 | Time: 5395.81 ms [2022-04-17 17:30:37 main:574] : INFO : Epoch 1592 | loss: 0.0311876 | val_loss: 0.0311841 | Time: 4362.4 ms [2022-04-17 17:30:42 main:574] : INFO : Epoch 1593 | loss: 0.0311859 | val_loss: 0.0311856 | Time: 5480.29 ms [2022-04-17 17:30:48 main:574] : INFO : Epoch 1594 | loss: 0.0311843 | val_loss: 0.0311874 | Time: 5374.93 ms [2022-04-17 17:30:52 main:574] : INFO : Epoch 1595 | loss: 0.0311861 | val_loss: 0.0311845 | Time: 4530.64 ms [2022-04-17 17:30:57 main:574] : INFO : Epoch 1596 | loss: 0.031187 | val_loss: 0.0311838 | Time: 5115.77 ms [2022-04-17 17:31:03 main:574] : INFO : Epoch 1597 | loss: 0.0311851 | val_loss: 0.0311838 | Time: 5357.87 ms [2022-04-17 17:31:08 main:574] : INFO : Epoch 1598 | loss: 0.0311862 | val_loss: 0.0311851 | Time: 4845.66 ms [2022-04-17 17:31:13 main:574] : INFO : Epoch 1599 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 5073.08 ms [2022-04-17 17:31:18 main:574] : INFO : Epoch 1600 | loss: 0.0311857 | val_loss: 0.0311858 | Time: 5342.76 ms [2022-04-17 17:31:23 main:574] : INFO : Epoch 1601 | loss: 0.0311851 | val_loss: 0.0311838 | Time: 4560.86 ms [2022-04-17 17:31:28 main:574] : INFO : Epoch 1602 | loss: 0.0311855 | val_loss: 0.0311886 | Time: 5102.36 ms [2022-04-17 17:31:33 main:574] : INFO : Epoch 1603 | loss: 0.0311861 | val_loss: 0.0311856 | Time: 5389.3 ms [2022-04-17 17:31:38 main:574] : INFO : Epoch 1604 | loss: 0.031184 | val_loss: 0.0311866 | Time: 4371.93 ms [2022-04-17 17:31:43 main:574] : INFO : Epoch 1605 | loss: 0.0311841 | val_loss: 0.0311828 | Time: 5400.08 ms [2022-04-17 17:31:48 main:574] : INFO : Epoch 1606 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 4989.51 ms [2022-04-17 17:31:52 main:574] : INFO : Epoch 1607 | loss: 0.0311839 | val_loss: 0.031185 | Time: 4440.33 ms [2022-04-17 17:31:58 main:574] : INFO : Epoch 1608 | loss: 0.0311842 | val_loss: 0.0311889 | Time: 5315.38 ms [2022-04-17 17:32:03 main:574] : INFO : Epoch 1609 | loss: 0.0311845 | val_loss: 0.0311829 | Time: 5627.29 ms [2022-04-17 17:32:08 main:574] : INFO : Epoch 1610 | loss: 0.0311844 | val_loss: 0.0311849 | Time: 4470.58 ms [2022-04-17 17:32:13 main:574] : INFO : Epoch 1611 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 5432.58 ms [2022-04-17 17:32:19 main:574] : INFO : Epoch 1612 | loss: 0.0311847 | val_loss: 0.0311833 | Time: 5465.2 ms [2022-04-17 17:32:24 main:574] : INFO : Epoch 1613 | loss: 0.0311863 | val_loss: 0.0311915 | Time: 4791.42 ms [2022-04-17 17:32:29 main:574] : INFO : Epoch 1614 | loss: 0.031188 | val_loss: 0.0311837 | Time: 5191.71 ms [2022-04-17 17:32:34 main:574] : INFO : Epoch 1615 | loss: 0.0311837 | val_loss: 0.0311863 | Time: 5077.83 ms [2022-04-17 17:32:39 main:574] : INFO : Epoch 1616 | loss: 0.0311861 | val_loss: 0.0311865 | Time: 4806.72 ms [2022-04-17 17:32:44 main:574] : INFO : Epoch 1617 | loss: 0.0311854 | val_loss: 0.0311876 | Time: 4959.91 ms [2022-04-17 17:32:49 main:574] : INFO : Epoch 1618 | loss: 0.0311837 | val_loss: 0.0311825 | Time: 5405.42 ms [2022-04-17 17:32:54 main:574] : INFO : Epoch 1619 | loss: 0.0311833 | val_loss: 0.0311841 | Time: 4918.05 ms [2022-04-17 17:32:59 main:574] : INFO : Epoch 1620 | loss: 0.0311857 | val_loss: 0.0311836 | Time: 4941.13 ms [2022-04-17 17:33:04 main:574] : INFO : Epoch 1621 | loss: 0.031184 | val_loss: 0.0311832 | Time: 5409.19 ms [2022-04-17 17:33:09 main:574] : INFO : Epoch 1622 | loss: 0.0311839 | val_loss: 0.0311826 | Time: 5022.51 ms [2022-04-17 17:33:14 main:574] : INFO : Epoch 1623 | loss: 0.0311829 | val_loss: 0.0311825 | Time: 5039.6 ms [2022-04-17 17:33:20 main:574] : INFO : Epoch 1624 | loss: 0.0311834 | val_loss: 0.0311856 | Time: 5506.71 ms [2022-04-17 17:33:25 main:574] : INFO : Epoch 1625 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 5537.83 ms [2022-04-17 17:33:30 main:574] : INFO : Epoch 1626 | loss: 0.0311841 | val_loss: 0.0311836 | Time: 4543.88 ms [2022-04-17 17:33:35 main:574] : INFO : Epoch 1627 | loss: 0.0311851 | val_loss: 0.0311952 | Time: 5458.61 ms [2022-04-17 17:33:41 main:574] : INFO : Epoch 1628 | loss: 0.0311893 | val_loss: 0.0311854 | Time: 5240.82 ms [2022-04-17 17:33:46 main:574] : INFO : Epoch 1629 | loss: 0.0311876 | val_loss: 0.0311831 | Time: 4855.84 ms [2022-04-17 17:33:51 main:574] : INFO : Epoch 1630 | loss: 0.0311855 | val_loss: 0.0311847 | Time: 5471.43 ms [2022-04-17 17:33:56 main:574] : INFO : Epoch 1631 | loss: 0.0311875 | val_loss: 0.0311834 | Time: 5254.23 ms [2022-04-17 17:34:01 main:574] : INFO : Epoch 1632 | loss: 0.0311834 | val_loss: 0.0311827 | Time: 4479.33 ms [2022-04-17 17:34:06 main:574] : INFO : Epoch 1633 | loss: 0.0311828 | val_loss: 0.0311822 | Time: 5453.1 ms [2022-04-17 17:34:11 main:574] : INFO : Epoch 1634 | loss: 0.0311862 | val_loss: 0.0311906 | Time: 5239.47 ms [2022-04-17 17:34:16 main:574] : INFO : Epoch 1635 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 4825.79 ms [2022-04-17 17:34:22 main:574] : INFO : Epoch 1636 | loss: 0.0311838 | val_loss: 0.0311831 | Time: 5239.27 ms [2022-04-17 17:34:27 main:574] : INFO : Epoch 1637 | loss: 0.0311835 | val_loss: 0.0311834 | Time: 5819.64 ms [2022-04-17 17:34:32 main:574] : INFO : Epoch 1638 | loss: 0.0311886 | val_loss: 0.0311868 | Time: 4301.02 ms [2022-04-17 17:34:37 main:574] : INFO : Epoch 1639 | loss: 0.0311876 | val_loss: 0.0311865 | Time: 5324.47 ms [2022-04-17 17:34:42 main:574] : INFO : Epoch 1640 | loss: 0.0311905 | val_loss: 0.0311854 | Time: 5167.99 ms [2022-04-17 17:34:47 main:574] : INFO : Epoch 1641 | loss: 0.0311895 | val_loss: 0.0311867 | Time: 4564.21 ms [2022-04-17 17:34:52 main:574] : INFO : Epoch 1642 | loss: 0.0311887 | val_loss: 0.031188 | Time: 5147.91 ms [2022-04-17 17:34:58 main:574] : INFO : Epoch 1643 | loss: 0.0311894 | val_loss: 0.0311867 | Time: 5950.36 ms [2022-04-17 17:35:02 main:574] : INFO : Epoch 1644 | loss: 0.0311871 | val_loss: 0.031185 | Time: 4200.2 ms [2022-04-17 17:35:07 main:574] : INFO : Epoch 1645 | loss: 0.0311875 | val_loss: 0.0311871 | Time: 5434.95 ms [2022-04-17 17:35:13 main:574] : INFO : Epoch 1646 | loss: 0.0311877 | val_loss: 0.0311847 | Time: 5463.1 ms [2022-04-17 17:35:18 main:574] : INFO : Epoch 1647 | loss: 0.0311865 | val_loss: 0.0311847 | Time: 4654.27 ms [2022-04-17 17:35:23 main:574] : INFO : Epoch 1648 | loss: 0.0311858 | val_loss: 0.0311849 | Time: 5441.57 ms [2022-04-17 17:35:28 main:574] : INFO : Epoch 1649 | loss: 0.0311866 | val_loss: 0.03119 | Time: 5388.13 ms [2022-04-17 17:35:33 main:574] : INFO : Epoch 1650 | loss: 0.0311869 | val_loss: 0.0311853 | Time: 4274.43 ms [2022-04-17 17:35:38 main:574] : INFO : Epoch 1651 | loss: 0.0311876 | val_loss: 0.0311897 | Time: 5447.6 ms [2022-04-17 17:35:44 main:574] : INFO : Epoch 1652 | loss: 0.0311878 | val_loss: 0.0311866 | Time: 5455.06 ms [2022-04-17 17:35:48 main:574] : INFO : Epoch 1653 | loss: 0.0311865 | val_loss: 0.0311861 | Time: 4625.09 ms [2022-04-17 17:35:54 main:574] : INFO : Epoch 1654 | loss: 0.0311873 | val_loss: 0.0311852 | Time: 5927.36 ms [2022-04-17 17:36:00 main:574] : INFO : Epoch 1655 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 5761.97 ms [2022-04-17 17:36:04 main:574] : INFO : Epoch 1656 | loss: 0.0311871 | val_loss: 0.0311848 | Time: 4448.08 ms [2022-04-17 17:36:10 main:574] : INFO : Epoch 1657 | loss: 0.0311867 | val_loss: 0.0311844 | Time: 5164.26 ms [2022-04-17 17:36:15 main:574] : INFO : Epoch 1658 | loss: 0.0311878 | val_loss: 0.0311857 | Time: 5570.64 ms [2022-04-17 17:36:20 main:574] : INFO : Epoch 1659 | loss: 0.0311881 | val_loss: 0.0311859 | Time: 4397.62 ms [2022-04-17 17:36:25 main:574] : INFO : Epoch 1660 | loss: 0.0311869 | val_loss: 0.0311846 | Time: 5360.39 ms [2022-04-17 17:36:30 main:574] : INFO : Epoch 1661 | loss: 0.0311898 | val_loss: 0.0311962 | Time: 5469.34 ms [2022-04-17 17:36:35 main:574] : INFO : Epoch 1662 | loss: 0.0311907 | val_loss: 0.0311964 | Time: 4617.9 ms [2022-04-17 17:36:41 main:574] : INFO : Epoch 1663 | loss: 0.0311899 | val_loss: 0.0311884 | Time: 5926.06 ms [2022-04-17 17:36:47 main:574] : INFO : Epoch 1664 | loss: 0.0311876 | val_loss: 0.0311911 | Time: 5786.49 ms [2022-04-17 17:36:55 main:574] : INFO : Epoch 1665 | loss: 0.0311916 | val_loss: 0.0311946 | Time: 8246.64 ms [2022-04-17 17:37:00 main:574] : INFO : Epoch 1666 | loss: 0.0311982 | val_loss: 0.0311966 | Time: 5092.37 ms [2022-04-17 17:37:17 main:574] : INFO : Epoch 1667 | loss: 0.0311993 | val_loss: 0.0312055 | Time: 16721 ms [2022-04-17 17:37:21 main:574] : INFO : Epoch 1668 | loss: 0.0311983 | val_loss: 0.0312015 | Time: 4318.59 ms [2022-04-17 17:37:27 main:574] : INFO : Epoch 1669 | loss: 0.031198 | val_loss: 0.0312006 | Time: 5417.57 ms [2022-04-17 17:37:32 main:574] : INFO : Epoch 1670 | loss: 0.0311962 | val_loss: 0.031196 | Time: 5393.02 ms [2022-04-17 17:37:37 main:574] : INFO : Epoch 1671 | loss: 0.031197 | val_loss: 0.031195 | Time: 4651.22 ms [2022-04-17 17:37:42 main:574] : INFO : Epoch 1672 | loss: 0.0311942 | val_loss: 0.0311948 | Time: 4930.05 ms [2022-04-17 17:37:47 main:574] : INFO : Epoch 1673 | loss: 0.0311939 | val_loss: 0.0311967 | Time: 5564.06 ms [2022-04-17 17:37:52 main:574] : INFO : Epoch 1674 | loss: 0.0311948 | val_loss: 0.0311957 | Time: 4789.63 ms [2022-04-17 17:37:57 main:574] : INFO : Epoch 1675 | loss: 0.0311954 | val_loss: 0.0311948 | Time: 5443.81 ms [2022-04-17 17:38:03 main:574] : INFO : Epoch 1676 | loss: 0.0311952 | val_loss: 0.0312029 | Time: 5295.74 ms [2022-04-17 17:38:07 main:574] : INFO : Epoch 1677 | loss: 0.0311957 | val_loss: 0.0312022 | Time: 4780.88 ms [2022-04-17 17:38:13 main:574] : INFO : Epoch 1678 | loss: 0.0311962 | val_loss: 0.0311974 | Time: 5066.55 ms [2022-04-17 17:38:19 main:574] : INFO : Epoch 1679 | loss: 0.0311931 | val_loss: 0.0311943 | Time: 6044.41 ms [2022-04-17 17:38:23 main:574] : INFO : Epoch 1680 | loss: 0.0311938 | val_loss: 0.0311976 | Time: 4113.35 ms [2022-04-17 17:38:28 main:574] : INFO : Epoch 1681 | loss: 0.0311961 | val_loss: 0.0311952 | Time: 5349.12 ms [2022-04-17 17:38:34 main:574] : INFO : Epoch 1682 | loss: 0.0311933 | val_loss: 0.0311947 | Time: 5533.23 ms [2022-04-17 17:38:38 main:574] : INFO : Epoch 1683 | loss: 0.0311927 | val_loss: 0.0311949 | Time: 4578.01 ms [2022-04-17 17:38:44 main:574] : INFO : Epoch 1684 | loss: 0.0311922 | val_loss: 0.0311968 | Time: 5359.4 ms [2022-04-17 17:38:49 main:574] : INFO : Epoch 1685 | loss: 0.0311964 | val_loss: 0.0311994 | Time: 5496.1 ms [2022-04-17 17:38:53 main:574] : INFO : Epoch 1686 | loss: 0.0311925 | val_loss: 0.0311933 | Time: 4428.94 ms [2022-04-17 17:38:59 main:574] : INFO : Epoch 1687 | loss: 0.0311913 | val_loss: 0.0311938 | Time: 5414.12 ms [2022-04-17 17:39:04 main:574] : INFO : Epoch 1688 | loss: 0.0311919 | val_loss: 0.0311944 | Time: 4645.91 ms [2022-04-17 17:39:09 main:574] : INFO : Epoch 1689 | loss: 0.0311911 | val_loss: 0.0311932 | Time: 5434.4 ms [2022-04-17 17:39:14 main:574] : INFO : Epoch 1690 | loss: 0.0311923 | val_loss: 0.0311938 | Time: 4959.99 ms [2022-04-17 17:39:19 main:574] : INFO : Epoch 1691 | loss: 0.0311924 | val_loss: 0.0311937 | Time: 4992.8 ms [2022-04-17 17:39:24 main:574] : INFO : Epoch 1692 | loss: 0.031193 | val_loss: 0.0311948 | Time: 5428.56 ms [2022-04-17 17:39:30 main:574] : INFO : Epoch 1693 | loss: 0.0311931 | val_loss: 0.0311981 | Time: 5232.91 ms [2022-04-17 17:39:35 main:574] : INFO : Epoch 1694 | loss: 0.0311954 | val_loss: 0.0311938 | Time: 4894.1 ms [2022-04-17 17:39:40 main:574] : INFO : Epoch 1695 | loss: 0.0311924 | val_loss: 0.0311948 | Time: 5587.37 ms [2022-04-17 17:39:46 main:574] : INFO : Epoch 1696 | loss: 0.0311946 | val_loss: 0.0311947 | Time: 5543.11 ms [2022-04-17 17:39:50 main:574] : INFO : Epoch 1697 | loss: 0.0311921 | val_loss: 0.0311982 | Time: 4184.74 ms [2022-04-17 17:39:55 main:574] : INFO : Epoch 1698 | loss: 0.0311922 | val_loss: 0.0311924 | Time: 5537.6 ms [2022-04-17 17:40:01 main:574] : INFO : Epoch 1699 | loss: 0.031191 | val_loss: 0.0311923 | Time: 5653.7 ms [2022-04-17 17:40:05 main:574] : INFO : Epoch 1700 | loss: 0.0311909 | val_loss: 0.0311919 | Time: 4426.68 ms [2022-04-17 17:40:11 main:574] : INFO : Epoch 1701 | loss: 0.0311917 | val_loss: 0.0311934 | Time: 5215.88 ms [2022-04-17 17:40:16 main:574] : INFO : Epoch 1702 | loss: 0.0311919 | val_loss: 0.0311919 | Time: 5405.89 ms [2022-04-17 17:40:21 main:574] : INFO : Epoch 1703 | loss: 0.0311921 | val_loss: 0.0311929 | Time: 4383.1 ms [2022-04-17 17:40:26 main:574] : INFO : Epoch 1704 | loss: 0.0311927 | val_loss: 0.0311965 | Time: 5401.62 ms [2022-04-17 17:40:32 main:574] : INFO : Epoch 1705 | loss: 0.0311913 | val_loss: 0.0311916 | Time: 5600 ms [2022-04-17 17:40:36 main:574] : INFO : Epoch 1706 | loss: 0.0311915 | val_loss: 0.0311989 | Time: 3982.33 ms [2022-04-17 17:40:41 main:574] : INFO : Epoch 1707 | loss: 0.0311964 | val_loss: 0.0311936 | Time: 5359.04 ms [2022-04-17 17:40:46 main:574] : INFO : Epoch 1708 | loss: 0.031194 | val_loss: 0.0311916 | Time: 5230.06 ms [2022-04-17 17:40:51 main:574] : INFO : Epoch 1709 | loss: 0.0311922 | val_loss: 0.0311914 | Time: 4704.45 ms [2022-04-17 17:40:56 main:574] : INFO : Epoch 1710 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 5461.73 ms [2022-04-17 17:41:02 main:574] : INFO : Epoch 1711 | loss: 0.0311939 | val_loss: 0.0311943 | Time: 5749.1 ms [2022-04-17 17:41:07 main:574] : INFO : Epoch 1712 | loss: 0.0311975 | val_loss: 0.031205 | Time: 4516.85 ms [2022-04-17 17:41:12 main:574] : INFO : Epoch 1713 | loss: 0.0311939 | val_loss: 0.0311901 | Time: 5304.34 ms [2022-04-17 17:41:18 main:574] : INFO : Epoch 1714 | loss: 0.0311917 | val_loss: 0.0311902 | Time: 5725.6 ms [2022-04-17 17:41:22 main:574] : INFO : Epoch 1715 | loss: 0.0311896 | val_loss: 0.0311936 | Time: 4160.21 ms [2022-04-17 17:41:27 main:574] : INFO : Epoch 1716 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 5589.58 ms [2022-04-17 17:41:33 main:574] : INFO : Epoch 1717 | loss: 0.0311902 | val_loss: 0.0311918 | Time: 5491.85 ms [2022-04-17 17:41:37 main:574] : INFO : Epoch 1718 | loss: 0.031194 | val_loss: 0.0311972 | Time: 4044.23 ms [2022-04-17 17:41:42 main:574] : INFO : Epoch 1719 | loss: 0.0311943 | val_loss: 0.0311988 | Time: 5485.27 ms [2022-04-17 17:41:48 main:574] : INFO : Epoch 1720 | loss: 0.0311914 | val_loss: 0.0311898 | Time: 5452.35 ms [2022-04-17 17:41:52 main:574] : INFO : Epoch 1721 | loss: 0.0311902 | val_loss: 0.0312006 | Time: 4530.32 ms [2022-04-17 17:41:58 main:574] : INFO : Epoch 1722 | loss: 0.0311911 | val_loss: 0.0311909 | Time: 5526.8 ms [2022-04-17 17:42:04 main:574] : INFO : Epoch 1723 | loss: 0.0311883 | val_loss: 0.03119 | Time: 5776.95 ms [2022-04-17 17:42:09 main:574] : INFO : Epoch 1724 | loss: 0.0311888 | val_loss: 0.0311902 | Time: 5151.14 ms [2022-04-17 17:42:13 main:574] : INFO : Epoch 1725 | loss: 0.0311936 | val_loss: 0.0311914 | Time: 4519.13 ms [2022-04-17 17:42:19 main:574] : INFO : Epoch 1726 | loss: 0.0311944 | val_loss: 0.0311997 | Time: 5459.01 ms [2022-04-17 17:42:24 main:574] : INFO : Epoch 1727 | loss: 0.0311911 | val_loss: 0.0311898 | Time: 5246.73 ms [2022-04-17 17:42:29 main:574] : INFO : Epoch 1728 | loss: 0.0311889 | val_loss: 0.0311894 | Time: 4957.4 ms [2022-04-17 17:42:45 main:574] : INFO : Epoch 1729 | loss: 0.0311895 | val_loss: 0.0311955 | Time: 15612.5 ms [2022-04-17 17:42:50 main:574] : INFO : Epoch 1730 | loss: 0.0311948 | val_loss: 0.0312 | Time: 5416.81 ms [2022-04-17 17:42:56 main:574] : INFO : Epoch 1731 | loss: 0.031192 | val_loss: 0.0311904 | Time: 5563.21 ms [2022-04-17 17:43:00 main:574] : INFO : Epoch 1732 | loss: 0.0311893 | val_loss: 0.0311898 | Time: 4177.31 ms [2022-04-17 17:43:05 main:574] : INFO : Epoch 1733 | loss: 0.0311889 | val_loss: 0.0311896 | Time: 5560.85 ms [2022-04-17 17:43:11 main:574] : INFO : Epoch 1734 | loss: 0.0311892 | val_loss: 0.0311904 | Time: 5579.13 ms [2022-04-17 17:43:15 main:574] : INFO : Epoch 1735 | loss: 0.0311894 | val_loss: 0.0311981 | Time: 4467.78 ms [2022-04-17 17:43:21 main:574] : INFO : Epoch 1736 | loss: 0.0311908 | val_loss: 0.0311917 | Time: 5391.78 ms [2022-04-17 17:43:26 main:574] : INFO : Epoch 1737 | loss: 0.031192 | val_loss: 0.0311922 | Time: 5538.41 ms [2022-04-17 17:43:31 main:574] : INFO : Epoch 1738 | loss: 0.0311924 | val_loss: 0.0311917 | Time: 4317.52 ms [2022-04-17 17:43:36 main:574] : INFO : Epoch 1739 | loss: 0.0311897 | val_loss: 0.0311901 | Time: 5669.45 ms [2022-04-17 17:43:41 main:574] : INFO : Epoch 1740 | loss: 0.0311909 | val_loss: 0.0311957 | Time: 5058.15 ms [2022-04-17 17:43:46 main:574] : INFO : Epoch 1741 | loss: 0.0311896 | val_loss: 0.0311944 | Time: 4404.15 ms [2022-04-17 17:43:51 main:574] : INFO : Epoch 1742 | loss: 0.0311939 | val_loss: 0.0311919 | Time: 5277.06 ms [2022-04-17 17:43:57 main:574] : INFO : Epoch 1743 | loss: 0.0311892 | val_loss: 0.0311905 | Time: 5516.97 ms [2022-04-17 17:44:01 main:574] : INFO : Epoch 1744 | loss: 0.0311882 | val_loss: 0.0311917 | Time: 4626.66 ms [2022-04-17 17:44:07 main:574] : INFO : Epoch 1745 | loss: 0.0311894 | val_loss: 0.0311928 | Time: 5426.13 ms [2022-04-17 17:44:12 main:574] : INFO : Epoch 1746 | loss: 0.0311894 | val_loss: 0.0311935 | Time: 5458.93 ms [2022-04-17 17:44:17 main:574] : INFO : Epoch 1747 | loss: 0.0311895 | val_loss: 0.0311916 | Time: 4428.12 ms [2022-04-17 17:44:22 main:574] : INFO : Epoch 1748 | loss: 0.031194 | val_loss: 0.0312032 | Time: 5520.19 ms [2022-04-17 17:44:28 main:574] : INFO : Epoch 1749 | loss: 0.0311914 | val_loss: 0.03119 | Time: 5521.91 ms [2022-04-17 17:44:32 main:574] : INFO : Epoch 1750 | loss: 0.0311894 | val_loss: 0.0311895 | Time: 4008.77 ms [2022-04-17 17:44:37 main:574] : INFO : Epoch 1751 | loss: 0.0311888 | val_loss: 0.03119 | Time: 5527.36 ms [2022-04-17 17:44:43 main:574] : INFO : Epoch 1752 | loss: 0.0311874 | val_loss: 0.0311901 | Time: 5595.21 ms [2022-04-17 17:44:48 main:574] : INFO : Epoch 1753 | loss: 0.0311897 | val_loss: 0.0311898 | Time: 5205.28 ms [2022-04-17 17:44:53 main:574] : INFO : Epoch 1754 | loss: 0.0311879 | val_loss: 0.0311897 | Time: 5198.03 ms [2022-04-17 17:44:59 main:574] : INFO : Epoch 1755 | loss: 0.0311899 | val_loss: 0.0311897 | Time: 5490.67 ms [2022-04-17 17:45:04 main:574] : INFO : Epoch 1756 | loss: 0.0311913 | val_loss: 0.0311912 | Time: 5059.48 ms [2022-04-17 17:45:09 main:574] : INFO : Epoch 1757 | loss: 0.0311931 | val_loss: 0.0311974 | Time: 4987.96 ms [2022-04-17 17:45:14 main:574] : INFO : Epoch 1758 | loss: 0.03119 | val_loss: 0.0311878 | Time: 5125.81 ms [2022-04-17 17:45:19 main:574] : INFO : Epoch 1759 | loss: 0.0311884 | val_loss: 0.0311868 | Time: 4885.84 ms [2022-04-17 17:45:24 main:574] : INFO : Epoch 1760 | loss: 0.0311878 | val_loss: 0.0311872 | Time: 5072.64 ms [2022-04-17 17:45:29 main:574] : INFO : Epoch 1761 | loss: 0.0311878 | val_loss: 0.0311894 | Time: 5311.28 ms [2022-04-17 17:45:35 main:574] : INFO : Epoch 1762 | loss: 0.0311883 | val_loss: 0.0311891 | Time: 5507.96 ms [2022-04-17 17:45:39 main:574] : INFO : Epoch 1763 | loss: 0.0311944 | val_loss: 0.0311924 | Time: 4302.09 ms [2022-04-17 17:45:44 main:574] : INFO : Epoch 1764 | loss: 0.031195 | val_loss: 0.0311941 | Time: 5410.8 ms [2022-04-17 17:45:49 main:574] : INFO : Epoch 1765 | loss: 0.0311893 | val_loss: 0.0311861 | Time: 5076.97 ms [2022-04-17 17:45:54 main:574] : INFO : Epoch 1766 | loss: 0.0311878 | val_loss: 0.0311894 | Time: 4921.53 ms [2022-04-17 17:46:00 main:574] : INFO : Epoch 1767 | loss: 0.0311876 | val_loss: 0.0311862 | Time: 5283.52 ms [2022-04-17 17:46:05 main:574] : INFO : Epoch 1768 | loss: 0.0311877 | val_loss: 0.0311896 | Time: 5509.79 ms [2022-04-17 17:46:09 main:574] : INFO : Epoch 1769 | loss: 0.0311897 | val_loss: 0.0311876 | Time: 4250.12 ms [2022-04-17 17:46:15 main:574] : INFO : Epoch 1770 | loss: 0.0311877 | val_loss: 0.031186 | Time: 5777.41 ms [2022-04-17 17:46:20 main:574] : INFO : Epoch 1771 | loss: 0.0311872 | val_loss: 0.0311857 | Time: 5203.67 ms [2022-04-17 17:46:36 main:574] : INFO : Epoch 1772 | loss: 0.0311874 | val_loss: 0.0311854 | Time: 15695.5 ms [2022-04-17 17:46:41 main:574] : INFO : Epoch 1773 | loss: 0.0311874 | val_loss: 0.0311857 | Time: 4436.73 ms [2022-04-17 17:46:46 main:574] : INFO : Epoch 1774 | loss: 0.0311875 | val_loss: 0.0311845 | Time: 5498.55 ms [2022-04-17 17:46:52 main:574] : INFO : Epoch 1775 | loss: 0.0311871 | val_loss: 0.031186 | Time: 5540.75 ms [2022-04-17 17:46:56 main:574] : INFO : Epoch 1776 | loss: 0.0311859 | val_loss: 0.0311848 | Time: 4153.24 ms [2022-04-17 17:47:01 main:574] : INFO : Epoch 1777 | loss: 0.0311876 | val_loss: 0.0311854 | Time: 5576.43 ms [2022-04-17 17:47:06 main:574] : INFO : Epoch 1778 | loss: 0.0311878 | val_loss: 0.0311872 | Time: 4354.58 ms [2022-04-17 17:47:10 main:574] : INFO : Epoch 1779 | loss: 0.0311926 | val_loss: 0.0311885 | Time: 4361.51 ms [2022-04-17 17:47:14 main:574] : INFO : Epoch 1780 | loss: 0.0311951 | val_loss: 0.0311994 | Time: 4373.01 ms [2022-04-17 17:47:20 main:574] : INFO : Epoch 1781 | loss: 0.0311942 | val_loss: 0.0311938 | Time: 5535.08 ms [2022-04-17 17:47:36 main:574] : INFO : Epoch 1782 | loss: 0.0312002 | val_loss: 0.0311963 | Time: 15763.1 ms [2022-04-17 17:47:40 main:574] : INFO : Epoch 1783 | loss: 0.0312032 | val_loss: 0.0312058 | Time: 4041.06 ms [2022-04-17 17:47:45 main:574] : INFO : Epoch 1784 | loss: 0.0312114 | val_loss: 0.0312109 | Time: 5427.87 ms [2022-04-17 17:47:51 main:574] : INFO : Epoch 1785 | loss: 0.0312097 | val_loss: 0.0312076 | Time: 5256.71 ms [2022-04-17 17:47:55 main:574] : INFO : Epoch 1786 | loss: 0.031208 | val_loss: 0.0312059 | Time: 4720.91 ms [2022-04-17 17:48:01 main:574] : INFO : Epoch 1787 | loss: 0.0312056 | val_loss: 0.0312056 | Time: 5587.04 ms [2022-04-17 17:48:06 main:574] : INFO : Epoch 1788 | loss: 0.0312054 | val_loss: 0.0312063 | Time: 5629.88 ms [2022-04-17 17:48:11 main:574] : INFO : Epoch 1789 | loss: 0.0312066 | val_loss: 0.0312057 | Time: 4445.03 ms [2022-04-17 17:48:16 main:574] : INFO : Epoch 1790 | loss: 0.031209 | val_loss: 0.0312073 | Time: 4659.8 ms [2022-04-17 17:48:21 main:574] : INFO : Epoch 1791 | loss: 0.0312053 | val_loss: 0.0312042 | Time: 5071.04 ms [2022-04-17 17:48:26 main:574] : INFO : Epoch 1792 | loss: 0.0312046 | val_loss: 0.0312036 | Time: 5262.6 ms [2022-04-17 17:48:31 main:574] : INFO : Epoch 1793 | loss: 0.0312034 | val_loss: 0.0312046 | Time: 5525.5 ms [2022-04-17 17:48:36 main:574] : INFO : Epoch 1794 | loss: 0.0312008 | val_loss: 0.0312026 | Time: 4348.8 ms [2022-04-17 17:48:41 main:574] : INFO : Epoch 1795 | loss: 0.031201 | val_loss: 0.0312112 | Time: 5529.17 ms [2022-04-17 17:48:47 main:574] : INFO : Epoch 1796 | loss: 0.0312027 | val_loss: 0.0312043 | Time: 5283.51 ms [2022-04-17 17:48:51 main:574] : INFO : Epoch 1797 | loss: 0.0312014 | val_loss: 0.0312035 | Time: 4715.93 ms [2022-04-17 17:48:57 main:574] : INFO : Epoch 1798 | loss: 0.0312013 | val_loss: 0.0312096 | Time: 5667.28 ms [2022-04-17 17:49:02 main:574] : INFO : Epoch 1799 | loss: 0.0312022 | val_loss: 0.0312064 | Time: 5099.51 ms [2022-04-17 17:49:07 main:574] : INFO : Epoch 1800 | loss: 0.0312036 | val_loss: 0.031206 | Time: 4618.16 ms [2022-04-17 17:49:12 main:574] : INFO : Epoch 1801 | loss: 0.0312036 | val_loss: 0.0312058 | Time: 5449.5 ms [2022-04-17 17:49:18 main:574] : INFO : Epoch 1802 | loss: 0.0312001 | val_loss: 0.031203 | Time: 5628.87 ms [2022-04-17 17:49:22 main:574] : INFO : Epoch 1803 | loss: 0.0311994 | val_loss: 0.031206 | Time: 3947.43 ms [2022-04-17 17:49:27 main:574] : INFO : Epoch 1804 | loss: 0.0311988 | val_loss: 0.0312071 | Time: 4914.23 ms [2022-04-17 17:49:32 main:574] : INFO : Epoch 1805 | loss: 0.0312035 | val_loss: 0.0312115 | Time: 5095.22 ms [2022-04-17 17:49:37 main:574] : INFO : Epoch 1806 | loss: 0.0312123 | val_loss: 0.0312168 | Time: 5530.67 ms [2022-04-17 17:49:42 main:574] : INFO : Epoch 1807 | loss: 0.0312142 | val_loss: 0.0312154 | Time: 5178.25 ms [2022-04-17 17:49:47 main:574] : INFO : Epoch 1808 | loss: 0.0312128 | val_loss: 0.0312211 | Time: 4437.04 ms [2022-04-17 17:49:52 main:574] : INFO : Epoch 1809 | loss: 0.0312136 | val_loss: 0.0312132 | Time: 5333.12 ms [2022-04-17 17:49:57 main:574] : INFO : Epoch 1810 | loss: 0.0312109 | val_loss: 0.0312117 | Time: 5068.75 ms [2022-04-17 17:50:03 main:574] : INFO : Epoch 1811 | loss: 0.0312108 | val_loss: 0.0312121 | Time: 5230.92 ms [2022-04-17 17:50:08 main:574] : INFO : Epoch 1812 | loss: 0.0312096 | val_loss: 0.0312096 | Time: 5544.94 ms [2022-04-17 17:50:14 main:574] : INFO : Epoch 1813 | loss: 0.0312107 | val_loss: 0.0312099 | Time: 5450.48 ms [2022-04-17 17:50:18 main:574] : INFO : Epoch 1814 | loss: 0.0312095 | val_loss: 0.0312089 | Time: 4657.09 ms [2022-04-17 17:50:24 main:574] : INFO : Epoch 1815 | loss: 0.031208 | val_loss: 0.0312083 | Time: 5397.25 ms [2022-04-17 17:50:29 main:574] : INFO : Epoch 1816 | loss: 0.0312082 | val_loss: 0.0312106 | Time: 5307.38 ms [2022-04-17 17:50:34 main:574] : INFO : Epoch 1817 | loss: 0.0312107 | val_loss: 0.0312184 | Time: 4557.9 ms [2022-04-17 17:50:38 main:574] : INFO : Epoch 1818 | loss: 0.0312143 | val_loss: 0.0312283 | Time: 4501.87 ms [2022-04-17 17:50:43 main:574] : INFO : Epoch 1819 | loss: 0.0312196 | val_loss: 0.0312139 | Time: 5443.55 ms [2022-04-17 17:50:49 main:574] : INFO : Epoch 1820 | loss: 0.0312185 | val_loss: 0.0312179 | Time: 5490.52 ms [2022-04-17 17:50:54 main:574] : INFO : Epoch 1821 | loss: 0.0312174 | val_loss: 0.0312178 | Time: 4939.95 ms [2022-04-17 17:50:59 main:574] : INFO : Epoch 1822 | loss: 0.0312171 | val_loss: 0.0312167 | Time: 4881.13 ms [2022-04-17 17:51:04 main:574] : INFO : Epoch 1823 | loss: 0.0312152 | val_loss: 0.0312144 | Time: 5663.18 ms [2022-04-17 17:51:09 main:574] : INFO : Epoch 1824 | loss: 0.0312138 | val_loss: 0.0312124 | Time: 4786.23 ms [2022-04-17 17:51:14 main:574] : INFO : Epoch 1825 | loss: 0.0312128 | val_loss: 0.0312128 | Time: 4994.55 ms [2022-04-17 17:51:20 main:574] : INFO : Epoch 1826 | loss: 0.0312115 | val_loss: 0.0312121 | Time: 5415.94 ms [2022-04-17 17:51:24 main:574] : INFO : Epoch 1827 | loss: 0.0312104 | val_loss: 0.0312147 | Time: 4066.61 ms [2022-04-17 17:51:29 main:574] : INFO : Epoch 1828 | loss: 0.0312112 | val_loss: 0.0312104 | Time: 5453.77 ms [2022-04-17 17:51:35 main:574] : INFO : Epoch 1829 | loss: 0.0312109 | val_loss: 0.0312118 | Time: 5415.63 ms [2022-04-17 17:51:39 main:574] : INFO : Epoch 1830 | loss: 0.0312132 | val_loss: 0.0312121 | Time: 4582.86 ms [2022-04-17 17:51:44 main:574] : INFO : Epoch 1831 | loss: 0.0312133 | val_loss: 0.0312131 | Time: 5123.43 ms [2022-04-17 17:51:49 main:574] : INFO : Epoch 1832 | loss: 0.0312094 | val_loss: 0.0312106 | Time: 4333.07 ms [2022-04-17 17:51:54 main:574] : INFO : Epoch 1833 | loss: 0.0312095 | val_loss: 0.0312112 | Time: 5421.41 ms [2022-04-17 17:51:59 main:574] : INFO : Epoch 1834 | loss: 0.03121 | val_loss: 0.0312143 | Time: 4886.48 ms [2022-04-17 17:52:15 main:574] : INFO : Epoch 1835 | loss: 0.0312112 | val_loss: 0.0312126 | Time: 15683.4 ms [2022-04-17 17:52:19 main:574] : INFO : Epoch 1836 | loss: 0.031212 | val_loss: 0.031214 | Time: 4532.51 ms [2022-04-17 17:52:24 main:574] : INFO : Epoch 1837 | loss: 0.0312128 | val_loss: 0.0312144 | Time: 4615.88 ms [2022-04-17 17:52:29 main:574] : INFO : Epoch 1838 | loss: 0.0312093 | val_loss: 0.0312104 | Time: 5377.54 ms [2022-04-17 17:52:35 main:574] : INFO : Epoch 1839 | loss: 0.0312088 | val_loss: 0.0312127 | Time: 5462.19 ms [2022-04-17 17:52:39 main:574] : INFO : Epoch 1840 | loss: 0.0312082 | val_loss: 0.0312101 | Time: 4510.7 ms [2022-04-17 17:52:45 main:574] : INFO : Epoch 1841 | loss: 0.0312075 | val_loss: 0.0312101 | Time: 5683.01 ms [2022-04-17 17:52:50 main:574] : INFO : Epoch 1842 | loss: 0.0312085 | val_loss: 0.0312093 | Time: 5224.33 ms [2022-04-17 17:52:55 main:574] : INFO : Epoch 1843 | loss: 0.031206 | val_loss: 0.0312084 | Time: 4855.62 ms [2022-04-17 17:53:00 main:574] : INFO : Epoch 1844 | loss: 0.0312061 | val_loss: 0.0312105 | Time: 5308.86 ms [2022-04-17 17:53:06 main:574] : INFO : Epoch 1845 | loss: 0.0312093 | val_loss: 0.0312133 | Time: 5730.05 ms [2022-04-17 17:53:11 main:574] : INFO : Epoch 1846 | loss: 0.0312083 | val_loss: 0.0312089 | Time: 5050.15 ms [2022-04-17 17:53:16 main:574] : INFO : Epoch 1847 | loss: 0.0312051 | val_loss: 0.0312105 | Time: 4802.94 ms [2022-04-17 17:53:21 main:574] : INFO : Epoch 1848 | loss: 0.0312061 | val_loss: 0.031208 | Time: 5517.69 ms [2022-04-17 17:53:36 main:574] : INFO : Epoch 1849 | loss: 0.031205 | val_loss: 0.0312087 | Time: 14350.8 ms [2022-04-17 17:53:40 main:574] : INFO : Epoch 1850 | loss: 0.0312042 | val_loss: 0.0312085 | Time: 4281.51 ms [2022-04-17 17:53:45 main:574] : INFO : Epoch 1851 | loss: 0.0312065 | val_loss: 0.0312125 | Time: 5393.06 ms [2022-04-17 17:53:50 main:574] : INFO : Epoch 1852 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 4810.35 ms [2022-04-17 17:53:56 main:574] : INFO : Epoch 1853 | loss: 0.0312053 | val_loss: 0.0312092 | Time: 5492.35 ms [2022-04-17 17:54:01 main:574] : INFO : Epoch 1854 | loss: 0.031204 | val_loss: 0.0312097 | Time: 5575.01 ms [2022-04-17 17:54:06 main:574] : INFO : Epoch 1855 | loss: 0.0312045 | val_loss: 0.0312082 | Time: 4383.93 ms [2022-04-17 17:54:11 main:574] : INFO : Epoch 1856 | loss: 0.0312032 | val_loss: 0.0312087 | Time: 5446.53 ms [2022-04-17 17:54:17 main:574] : INFO : Epoch 1857 | loss: 0.0312039 | val_loss: 0.03121 | Time: 5659.23 ms [2022-04-17 17:54:22 main:574] : INFO : Epoch 1858 | loss: 0.0312059 | val_loss: 0.0312122 | Time: 4786.26 ms [2022-04-17 17:54:28 main:574] : INFO : Epoch 1859 | loss: 0.0312069 | val_loss: 0.0312099 | Time: 6374.32 ms [2022-04-17 17:54:33 main:574] : INFO : Epoch 1860 | loss: 0.0312044 | val_loss: 0.0312071 | Time: 5062.56 ms [2022-04-17 17:54:39 main:574] : INFO : Epoch 1861 | loss: 0.0312031 | val_loss: 0.0312074 | Time: 6231.83 ms [2022-04-17 17:54:46 main:574] : INFO : Epoch 1862 | loss: 0.0312036 | val_loss: 0.0312079 | Time: 6226.54 ms [2022-04-17 17:54:50 main:574] : INFO : Epoch 1863 | loss: 0.0312053 | val_loss: 0.0312177 | Time: 4483.77 ms [2022-04-17 17:54:55 main:574] : INFO : Epoch 1864 | loss: 0.0312061 | val_loss: 0.0312147 | Time: 5040.1 ms [2022-04-17 17:55:01 main:574] : INFO : Epoch 1865 | loss: 0.0312087 | val_loss: 0.0312141 | Time: 6353.26 ms [2022-04-17 17:55:07 main:574] : INFO : Epoch 1866 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 5451.87 ms [2022-04-17 17:55:12 main:574] : INFO : Epoch 1867 | loss: 0.0312031 | val_loss: 0.031208 | Time: 5455.92 ms [2022-04-17 17:55:18 main:574] : INFO : Epoch 1868 | loss: 0.0312022 | val_loss: 0.0312077 | Time: 5738.86 ms [2022-04-17 17:55:24 main:574] : INFO : Epoch 1869 | loss: 0.0312028 | val_loss: 0.0312117 | Time: 5406.82 ms [2022-04-17 17:55:30 main:574] : INFO : Epoch 1870 | loss: 0.0312066 | val_loss: 0.0312167 | Time: 5987.91 ms [2022-04-17 17:55:36 main:574] : INFO : Epoch 1871 | loss: 0.0312049 | val_loss: 0.0312071 | Time: 6088.3 ms [2022-04-17 17:55:41 main:574] : INFO : Epoch 1872 | loss: 0.0312034 | val_loss: 0.031208 | Time: 5439.85 ms [2022-04-17 17:55:48 main:574] : INFO : Epoch 1873 | loss: 0.0312026 | val_loss: 0.031207 | Time: 7178.44 ms [2022-04-17 17:55:55 main:574] : INFO : Epoch 1874 | loss: 0.0312024 | val_loss: 0.0312068 | Time: 6265.06 ms [2022-04-17 17:56:10 main:574] : INFO : Epoch 1875 | loss: 0.0312024 | val_loss: 0.0312075 | Time: 15528 ms [2022-04-17 17:56:16 main:574] : INFO : Epoch 1876 | loss: 0.0312068 | val_loss: 0.0312103 | Time: 6277.8 ms [2022-04-17 17:56:21 main:574] : INFO : Epoch 1877 | loss: 0.0312028 | val_loss: 0.0312099 | Time: 5063.49 ms [2022-04-17 17:56:27 main:574] : INFO : Epoch 1878 | loss: 0.0312021 | val_loss: 0.0312064 | Time: 5954.66 ms [2022-04-17 17:56:33 main:574] : INFO : Epoch 1879 | loss: 0.0312005 | val_loss: 0.0312081 | Time: 5292.94 ms [2022-04-17 17:56:39 main:574] : INFO : Epoch 1880 | loss: 0.0312015 | val_loss: 0.0312066 | Time: 6135.57 ms [2022-04-17 17:56:45 main:574] : INFO : Epoch 1881 | loss: 0.0312029 | val_loss: 0.0312146 | Time: 6429.41 ms [2022-04-17 17:56:50 main:574] : INFO : Epoch 1882 | loss: 0.0312052 | val_loss: 0.0312097 | Time: 5032.94 ms [2022-04-17 17:56:55 main:574] : INFO : Epoch 1883 | loss: 0.0312038 | val_loss: 0.0312086 | Time: 4523 ms [2022-04-17 17:57:01 main:574] : INFO : Epoch 1884 | loss: 0.0312001 | val_loss: 0.0312079 | Time: 6584.49 ms [2022-04-17 17:57:07 main:574] : INFO : Epoch 1885 | loss: 0.0312011 | val_loss: 0.0312098 | Time: 5158.95 ms [2022-04-17 17:57:12 main:574] : INFO : Epoch 1886 | loss: 0.0312015 | val_loss: 0.0312077 | Time: 5803.94 ms [2022-04-17 17:57:19 main:574] : INFO : Epoch 1887 | loss: 0.0311999 | val_loss: 0.0312087 | Time: 6764.44 ms [2022-04-17 17:57:24 main:574] : INFO : Epoch 1888 | loss: 0.0312006 | val_loss: 0.0312081 | Time: 5021.76 ms [2022-04-17 17:57:40 main:574] : INFO : Epoch 1889 | loss: 0.0312002 | val_loss: 0.0312139 | Time: 15529.7 ms [2022-04-17 17:57:46 main:574] : INFO : Epoch 1890 | loss: 0.031203 | val_loss: 0.0312181 | Time: 6534.34 ms [2022-04-17 17:57:51 main:574] : INFO : Epoch 1891 | loss: 0.0312061 | val_loss: 0.0312076 | Time: 4540.6 ms [2022-04-17 17:57:57 main:574] : INFO : Epoch 1892 | loss: 0.0312015 | val_loss: 0.0312084 | Time: 6538.08 ms [2022-04-17 17:58:03 main:574] : INFO : Epoch 1893 | loss: 0.0312007 | val_loss: 0.0312096 | Time: 5306.76 ms [2022-04-17 17:58:09 main:574] : INFO : Epoch 1894 | loss: 0.0311988 | val_loss: 0.0312063 | Time: 6083.83 ms [2022-04-17 17:58:13 main:574] : INFO : Epoch 1895 | loss: 0.0311998 | val_loss: 0.0312064 | Time: 4532.02 ms [2022-04-17 17:58:20 main:574] : INFO : Epoch 1896 | loss: 0.0312004 | val_loss: 0.0312073 | Time: 6255.67 ms [2022-04-17 17:58:26 main:574] : INFO : Epoch 1897 | loss: 0.0312016 | val_loss: 0.0312076 | Time: 5986 ms [2022-04-17 17:58:30 main:574] : INFO : Epoch 1898 | loss: 0.0312008 | val_loss: 0.0312083 | Time: 4935.38 ms [2022-04-17 17:58:37 main:574] : INFO : Epoch 1899 | loss: 0.0311998 | val_loss: 0.0312072 | Time: 6271.16 ms [2022-04-17 17:58:41 main:574] : INFO : Epoch 1900 | loss: 0.0311995 | val_loss: 0.0312085 | Time: 4519.35 ms [2022-04-17 17:58:47 main:574] : INFO : Epoch 1901 | loss: 0.0312004 | val_loss: 0.0312069 | Time: 6170.63 ms [2022-04-17 17:58:54 main:574] : INFO : Epoch 1902 | loss: 0.0311991 | val_loss: 0.0312065 | Time: 6197.27 ms [2022-04-17 17:58:58 main:574] : INFO : Epoch 1903 | loss: 0.0312014 | val_loss: 0.0312065 | Time: 4855.06 ms [2022-04-17 17:59:05 main:574] : INFO : Epoch 1904 | loss: 0.031202 | val_loss: 0.0312071 | Time: 6606.88 ms [2022-04-17 17:59:10 main:574] : INFO : Epoch 1905 | loss: 0.0311998 | val_loss: 0.0312072 | Time: 5006.46 ms [2022-04-17 17:59:17 main:574] : INFO : Epoch 1906 | loss: 0.031199 | val_loss: 0.0312077 | Time: 6421.37 ms [2022-04-17 17:59:23 main:574] : INFO : Epoch 1907 | loss: 0.0311995 | val_loss: 0.0312074 | Time: 6212.8 ms [2022-04-17 17:59:27 main:574] : INFO : Epoch 1908 | loss: 0.0311995 | val_loss: 0.0312073 | Time: 4553.46 ms [2022-04-17 17:59:33 main:574] : INFO : Epoch 1909 | loss: 0.0311991 | val_loss: 0.0312058 | Time: 5890.11 ms [2022-04-17 17:59:39 main:574] : INFO : Epoch 1910 | loss: 0.0311985 | val_loss: 0.0312086 | Time: 5524.47 ms [2022-04-17 17:59:44 main:574] : INFO : Epoch 1911 | loss: 0.0312027 | val_loss: 0.031212 | Time: 5689.02 ms [2022-04-17 17:59:51 main:574] : INFO : Epoch 1912 | loss: 0.0311997 | val_loss: 0.0312067 | Time: 6360.61 ms [2022-04-17 17:59:55 main:574] : INFO : Epoch 1913 | loss: 0.0311982 | val_loss: 0.0312072 | Time: 4616.61 ms [2022-04-17 18:00:02 main:574] : INFO : Epoch 1914 | loss: 0.0312004 | val_loss: 0.0312077 | Time: 6250.04 ms [2022-04-17 18:00:08 main:574] : INFO : Epoch 1915 | loss: 0.0311978 | val_loss: 0.0312058 | Time: 6171.38 ms [2022-04-17 18:00:13 main:574] : INFO : Epoch 1916 | loss: 0.0311989 | val_loss: 0.0312059 | Time: 5274.68 ms [2022-04-17 18:00:20 main:574] : INFO : Epoch 1917 | loss: 0.031199 | val_loss: 0.0312062 | Time: 6431.25 ms [2022-04-17 18:00:25 main:574] : INFO : Epoch 1918 | loss: 0.031198 | val_loss: 0.0312178 | Time: 5558.73 ms [2022-04-17 18:00:30 main:574] : INFO : Epoch 1919 | loss: 0.0311995 | val_loss: 0.0312063 | Time: 5268.39 ms [2022-04-17 18:00:37 main:574] : INFO : Epoch 1920 | loss: 0.0311971 | val_loss: 0.0312051 | Time: 6335.59 ms [2022-04-17 18:00:42 main:574] : INFO : Epoch 1921 | loss: 0.0311973 | val_loss: 0.0312094 | Time: 5108.62 ms [2022-04-17 18:00:48 main:574] : INFO : Epoch 1922 | loss: 0.0311969 | val_loss: 0.0312061 | Time: 5826.88 ms [2022-04-17 18:00:53 main:574] : INFO : Epoch 1923 | loss: 0.0311973 | val_loss: 0.031207 | Time: 5761.5 ms [2022-04-17 18:01:11 main:574] : INFO : Epoch 1924 | loss: 0.0311978 | val_loss: 0.0312055 | Time: 17373.1 ms [2022-04-17 18:01:16 main:574] : INFO : Epoch 1925 | loss: 0.031199 | val_loss: 0.0312097 | Time: 4923.27 ms [2022-04-17 18:01:25 main:574] : INFO : Epoch 1926 | loss: 0.0311978 | val_loss: 0.031206 | Time: 8929.02 ms [2022-04-17 18:01:42 main:574] : INFO : Epoch 1927 | loss: 0.0311976 | val_loss: 0.0312079 | Time: 17313.5 ms [2022-04-17 18:01:47 main:574] : INFO : Epoch 1928 | loss: 0.031197 | val_loss: 0.0312126 | Time: 5444.75 ms [2022-04-17 18:01:54 main:574] : INFO : Epoch 1929 | loss: 0.0311988 | val_loss: 0.0312113 | Time: 6126.72 ms [2022-04-17 18:02:00 main:574] : INFO : Epoch 1930 | loss: 0.0311978 | val_loss: 0.0312059 | Time: 6620.94 ms [2022-04-17 18:02:06 main:574] : INFO : Epoch 1931 | loss: 0.0311973 | val_loss: 0.0312146 | Time: 5784.72 ms [2022-04-17 18:02:12 main:574] : INFO : Epoch 1932 | loss: 0.0311986 | val_loss: 0.0312084 | Time: 6373.19 ms [2022-04-17 18:02:17 main:574] : INFO : Epoch 1933 | loss: 0.031199 | val_loss: 0.0312071 | Time: 4850.57 ms [2022-04-17 18:02:23 main:574] : INFO : Epoch 1934 | loss: 0.031199 | val_loss: 0.031207 | Time: 5784.15 ms [2022-04-17 18:02:29 main:574] : INFO : Epoch 1935 | loss: 0.031196 | val_loss: 0.0312053 | Time: 6184.64 ms [2022-04-17 18:02:35 main:574] : INFO : Epoch 1936 | loss: 0.0311966 | val_loss: 0.0312054 | Time: 5397.29 ms [2022-04-17 18:02:41 main:574] : INFO : Epoch 1937 | loss: 0.0311969 | val_loss: 0.0312083 | Time: 6609.29 ms [2022-04-17 18:02:47 main:574] : INFO : Epoch 1938 | loss: 0.0311969 | val_loss: 0.0312129 | Time: 5454.24 ms [2022-04-17 18:02:53 main:574] : INFO : Epoch 1939 | loss: 0.0312005 | val_loss: 0.03121 | Time: 5943.36 ms [2022-04-17 18:02:59 main:574] : INFO : Epoch 1940 | loss: 0.031198 | val_loss: 0.0312088 | Time: 6364.95 ms [2022-04-17 18:03:04 main:574] : INFO : Epoch 1941 | loss: 0.0311981 | val_loss: 0.0312079 | Time: 5275.97 ms [2022-04-17 18:03:11 main:574] : INFO : Epoch 1942 | loss: 0.0311981 | val_loss: 0.0312061 | Time: 6273.18 ms [2022-04-17 18:03:16 main:574] : INFO : Epoch 1943 | loss: 0.0311967 | val_loss: 0.0312074 | Time: 5675.23 ms [2022-04-17 18:03:22 main:574] : INFO : Epoch 1944 | loss: 0.0312033 | val_loss: 0.0312107 | Time: 5450.63 ms [2022-04-17 18:03:28 main:574] : INFO : Epoch 1945 | loss: 0.0312034 | val_loss: 0.031208 | Time: 6354.88 ms [2022-04-17 18:03:33 main:574] : INFO : Epoch 1946 | loss: 0.0312041 | val_loss: 0.0312092 | Time: 5098.56 ms [2022-04-17 18:03:40 main:574] : INFO : Epoch 1947 | loss: 0.0312014 | val_loss: 0.0312086 | Time: 6452.95 ms [2022-04-17 18:03:46 main:574] : INFO : Epoch 1948 | loss: 0.0312004 | val_loss: 0.0312082 | Time: 5996.68 ms [2022-04-17 18:03:51 main:574] : INFO : Epoch 1949 | loss: 0.0312006 | val_loss: 0.0312114 | Time: 5525.5 ms [2022-04-17 18:03:58 main:574] : INFO : Epoch 1950 | loss: 0.0312009 | val_loss: 0.0312073 | Time: 6332.1 ms [2022-04-17 18:04:02 main:574] : INFO : Epoch 1951 | loss: 0.0311984 | val_loss: 0.0312064 | Time: 4911.68 ms [2022-04-17 18:04:08 main:574] : INFO : Epoch 1952 | loss: 0.0311997 | val_loss: 0.0312051 | Time: 5870.69 ms [2022-04-17 18:04:15 main:574] : INFO : Epoch 1953 | loss: 0.0311991 | val_loss: 0.0312065 | Time: 6392.14 ms [2022-04-17 18:04:20 main:574] : INFO : Epoch 1954 | loss: 0.0311969 | val_loss: 0.0312063 | Time: 5565.38 ms [2022-04-17 18:04:27 main:574] : INFO : Epoch 1955 | loss: 0.0311999 | val_loss: 0.0312081 | Time: 6338.14 ms [2022-04-17 18:04:32 main:574] : INFO : Epoch 1956 | loss: 0.0312018 | val_loss: 0.0312075 | Time: 4976.46 ms [2022-04-17 18:04:38 main:574] : INFO : Epoch 1957 | loss: 0.0311996 | val_loss: 0.0312081 | Time: 6277.83 ms [2022-04-17 18:04:44 main:574] : INFO : Epoch 1958 | loss: 0.0311998 | val_loss: 0.031213 | Time: 5801.09 ms [2022-04-17 18:04:49 main:574] : INFO : Epoch 1959 | loss: 0.0312049 | val_loss: 0.0312284 | Time: 5628.72 ms [2022-04-17 18:04:55 main:574] : INFO : Epoch 1960 | loss: 0.031913 | val_loss: 0.0366928 | Time: 6063.47 ms [2022-04-17 18:05:01 main:574] : INFO : Epoch 1961 | loss: 0.133989 | val_loss: 0.0574324 | Time: 5206.62 ms [2022-04-17 18:05:07 main:574] : INFO : Epoch 1962 | loss: 0.0378824 | val_loss: 0.032164 | Time: 6203.39 ms [2022-04-17 18:05:12 main:574] : INFO : Epoch 1963 | loss: 0.0320861 | val_loss: 0.0315173 | Time: 5258.37 ms [2022-04-17 18:05:18 main:574] : INFO : Epoch 1964 | loss: 0.0314293 | val_loss: 0.0313149 | Time: 5904.89 ms [2022-04-17 18:05:24 main:574] : INFO : Epoch 1965 | loss: 0.0312941 | val_loss: 0.0312657 | Time: 6322.32 ms [2022-04-17 18:05:29 main:574] : INFO : Epoch 1966 | loss: 0.0312635 | val_loss: 0.0312579 | Time: 4741.27 ms [2022-04-17 18:05:35 main:574] : INFO : Epoch 1967 | loss: 0.0312567 | val_loss: 0.0312547 | Time: 6425.31 ms [2022-04-17 18:05:42 main:574] : INFO : Epoch 1968 | loss: 0.0312541 | val_loss: 0.0312532 | Time: 6150.93 ms [2022-04-17 18:05:47 main:574] : INFO : Epoch 1969 | loss: 0.0312524 | val_loss: 0.031251 | Time: 5185.4 ms [2022-04-17 18:05:53 main:574] : INFO : Epoch 1970 | loss: 0.031251 | val_loss: 0.0312499 | Time: 6350.42 ms [2022-04-17 18:05:59 main:574] : INFO : Epoch 1971 | loss: 0.03125 | val_loss: 0.0312487 | Time: 5901.86 ms [2022-04-17 18:06:05 main:574] : INFO : Epoch 1972 | loss: 0.031249 | val_loss: 0.0312475 | Time: 5542.53 ms [2022-04-17 18:06:11 main:574] : INFO : Epoch 1973 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 6504.33 ms [2022-04-17 18:06:16 main:574] : INFO : Epoch 1974 | loss: 0.0312469 | val_loss: 0.0312449 | Time: 4620.73 ms [2022-04-17 18:06:22 main:574] : INFO : Epoch 1975 | loss: 0.0312453 | val_loss: 0.0312429 | Time: 6460.77 ms [2022-04-17 18:06:28 main:574] : INFO : Epoch 1976 | loss: 0.0312432 | val_loss: 0.0312404 | Time: 5559.83 ms [2022-04-17 18:06:33 main:574] : INFO : Epoch 1977 | loss: 0.0312411 | val_loss: 0.031238 | Time: 5509.81 ms [2022-04-17 18:06:39 main:574] : INFO : Epoch 1978 | loss: 0.0312389 | val_loss: 0.0312355 | Time: 6142.38 ms [2022-04-17 18:06:45 main:574] : INFO : Epoch 1979 | loss: 0.0312368 | val_loss: 0.031233 | Time: 5420.39 ms [2022-04-17 18:06:51 main:574] : INFO : Epoch 1980 | loss: 0.0312346 | val_loss: 0.0312313 | Time: 6531.24 ms [2022-04-17 18:06:56 main:574] : INFO : Epoch 1981 | loss: 0.0312334 | val_loss: 0.03123 | Time: 4664.72 ms [2022-04-17 18:07:02 main:574] : INFO : Epoch 1982 | loss: 0.0312324 | val_loss: 0.0312293 | Time: 6344.69 ms [2022-04-17 18:07:08 main:574] : INFO : Epoch 1983 | loss: 0.0312318 | val_loss: 0.0312289 | Time: 5206.44 ms [2022-04-17 18:07:14 main:574] : INFO : Epoch 1984 | loss: 0.0312311 | val_loss: 0.0312282 | Time: 5971.4 ms [2022-04-17 18:07:29 main:574] : INFO : Epoch 1985 | loss: 0.0312307 | val_loss: 0.031228 | Time: 15274 ms [2022-04-17 18:07:36 main:574] : INFO : Epoch 1986 | loss: 0.0312303 | val_loss: 0.0312278 | Time: 6665.07 ms [2022-04-17 18:07:40 main:574] : INFO : Epoch 1987 | loss: 0.0312303 | val_loss: 0.0312275 | Time: 4696.72 ms [2022-04-17 18:07:47 main:574] : INFO : Epoch 1988 | loss: 0.0312299 | val_loss: 0.0312271 | Time: 6382.65 ms [2022-04-17 18:07:52 main:574] : INFO : Epoch 1989 | loss: 0.0312294 | val_loss: 0.0312267 | Time: 5323.78 ms [2022-04-17 18:07:58 main:574] : INFO : Epoch 1990 | loss: 0.0312291 | val_loss: 0.0312262 | Time: 5661.97 ms [2022-04-17 18:08:04 main:574] : INFO : Epoch 1991 | loss: 0.0312286 | val_loss: 0.0312256 | Time: 6597.24 ms [2022-04-17 18:08:09 main:574] : INFO : Epoch 1992 | loss: 0.0312269 | val_loss: 0.0312247 | Time: 4870.75 ms [2022-04-17 18:08:15 main:574] : INFO : Epoch 1993 | loss: 0.0312268 | val_loss: 0.0312234 | Time: 6292.18 ms [2022-04-17 18:08:21 main:574] : INFO : Epoch 1994 | loss: 0.0312262 | val_loss: 0.0312236 | Time: 5782.8 ms [2022-04-17 18:08:27 main:574] : INFO : Epoch 1995 | loss: 0.0312256 | val_loss: 0.0312235 | Time: 6084.08 ms [2022-04-17 18:08:34 main:574] : INFO : Epoch 1996 | loss: 0.0312258 | val_loss: 0.031223 | Time: 6278.63 ms [2022-04-17 18:08:38 main:574] : INFO : Epoch 1997 | loss: 0.0312249 | val_loss: 0.0312227 | Time: 4813.72 ms [2022-04-17 18:08:45 main:574] : INFO : Epoch 1998 | loss: 0.031225 | val_loss: 0.0312228 | Time: 6327.45 ms [2022-04-17 18:08:51 main:574] : INFO : Epoch 1999 | loss: 0.0312249 | val_loss: 0.0312229 | Time: 5749.6 ms [2022-04-17 18:08:57 main:574] : INFO : Epoch 2000 | loss: 0.031225 | val_loss: 0.031223 | Time: 6152.71 ms [2022-04-17 18:09:03 main:574] : INFO : Epoch 2001 | loss: 0.0312249 | val_loss: 0.0312232 | Time: 5873.53 ms [2022-04-17 18:09:08 main:574] : INFO : Epoch 2002 | loss: 0.0312249 | val_loss: 0.0312234 | Time: 5063.25 ms [2022-04-17 18:09:13 main:574] : INFO : Epoch 2003 | loss: 0.0312247 | val_loss: 0.0312225 | Time: 5122.82 ms [2022-04-17 18:09:18 main:574] : INFO : Epoch 2004 | loss: 0.0312242 | val_loss: 0.0312223 | Time: 4967.65 ms [2022-04-17 18:09:24 main:574] : INFO : Epoch 2005 | loss: 0.0312244 | val_loss: 0.0312233 | Time: 6587.43 ms [2022-04-17 18:09:29 main:574] : INFO : Epoch 2006 | loss: 0.0312244 | val_loss: 0.0312221 | Time: 4904.32 ms [2022-04-17 18:09:36 main:574] : INFO : Epoch 2007 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 6480.1 ms [2022-04-17 18:09:41 main:574] : INFO : Epoch 2008 | loss: 0.0312235 | val_loss: 0.0312216 | Time: 4969.78 ms [2022-04-17 18:09:47 main:574] : INFO : Epoch 2009 | loss: 0.0312232 | val_loss: 0.0312219 | Time: 6516 ms [2022-04-17 18:09:52 main:574] : INFO : Epoch 2010 | loss: 0.0312231 | val_loss: 0.0312215 | Time: 4833.83 ms [2022-04-17 18:09:58 main:574] : INFO : Epoch 2011 | loss: 0.0312225 | val_loss: 0.0312218 | Time: 6006.83 ms [2022-04-17 18:10:03 main:574] : INFO : Epoch 2012 | loss: 0.031222 | val_loss: 0.0312211 | Time: 5199.69 ms [2022-04-17 18:10:10 main:574] : INFO : Epoch 2013 | loss: 0.0312219 | val_loss: 0.0312217 | Time: 6642.5 ms [2022-04-17 18:10:16 main:574] : INFO : Epoch 2014 | loss: 0.0312213 | val_loss: 0.0312205 | Time: 6441.4 ms [2022-04-17 18:10:31 main:574] : INFO : Epoch 2015 | loss: 0.0312207 | val_loss: 0.0312207 | Time: 14958.4 ms [2022-04-17 18:10:38 main:574] : INFO : Epoch 2016 | loss: 0.0312205 | val_loss: 0.0312201 | Time: 6645.07 ms [2022-04-17 18:10:43 main:574] : INFO : Epoch 2017 | loss: 0.0312205 | val_loss: 0.0312209 | Time: 5297.23 ms [2022-04-17 18:10:50 main:574] : INFO : Epoch 2018 | loss: 0.0312207 | val_loss: 0.0312198 | Time: 6493.74 ms [2022-04-17 18:10:55 main:574] : INFO : Epoch 2019 | loss: 0.0312201 | val_loss: 0.0312197 | Time: 5622.86 ms [2022-04-17 18:11:01 main:574] : INFO : Epoch 2020 | loss: 0.03122 | val_loss: 0.0312195 | Time: 5847.8 ms [2022-04-17 18:11:08 main:574] : INFO : Epoch 2021 | loss: 0.0312198 | val_loss: 0.0312193 | Time: 6482.61 ms [2022-04-17 18:11:12 main:574] : INFO : Epoch 2022 | loss: 0.0312197 | val_loss: 0.0312191 | Time: 4403.43 ms [2022-04-17 18:11:18 main:574] : INFO : Epoch 2023 | loss: 0.03122 | val_loss: 0.0312191 | Time: 5719.26 ms [2022-04-17 18:11:24 main:574] : INFO : Epoch 2024 | loss: 0.0312195 | val_loss: 0.0312196 | Time: 6154.33 ms [2022-04-17 18:11:30 main:574] : INFO : Epoch 2025 | loss: 0.0312193 | val_loss: 0.0312191 | Time: 5511.52 ms [2022-04-17 18:11:35 main:574] : INFO : Epoch 2026 | loss: 0.0312192 | val_loss: 0.0312188 | Time: 5180.11 ms [2022-04-17 18:11:41 main:574] : INFO : Epoch 2027 | loss: 0.0312191 | val_loss: 0.0312187 | Time: 5905.87 ms [2022-04-17 18:11:46 main:574] : INFO : Epoch 2028 | loss: 0.0312187 | val_loss: 0.0312184 | Time: 5386.73 ms [2022-04-17 18:11:52 main:574] : INFO : Epoch 2029 | loss: 0.0312185 | val_loss: 0.0312176 | Time: 6060.35 ms [2022-04-17 18:11:58 main:574] : INFO : Epoch 2030 | loss: 0.031217 | val_loss: 0.031216 | Time: 6099.33 ms [2022-04-17 18:12:03 main:574] : INFO : Epoch 2031 | loss: 0.0312148 | val_loss: 0.0312145 | Time: 4949.52 ms [2022-04-17 18:12:09 main:574] : INFO : Epoch 2032 | loss: 0.0312137 | val_loss: 0.031214 | Time: 6355.53 ms [2022-04-17 18:12:15 main:574] : INFO : Epoch 2033 | loss: 0.0312134 | val_loss: 0.031214 | Time: 5890.97 ms [2022-04-17 18:12:21 main:574] : INFO : Epoch 2034 | loss: 0.0312138 | val_loss: 0.0312137 | Time: 5336.75 ms [2022-04-17 18:12:27 main:574] : INFO : Epoch 2035 | loss: 0.0312134 | val_loss: 0.0312134 | Time: 6350.73 ms [2022-04-17 18:12:32 main:574] : INFO : Epoch 2036 | loss: 0.0312129 | val_loss: 0.0312135 | Time: 5379.43 ms [2022-04-17 18:12:39 main:574] : INFO : Epoch 2037 | loss: 0.0312122 | val_loss: 0.031213 | Time: 6433.75 ms [2022-04-17 18:12:45 main:574] : INFO : Epoch 2038 | loss: 0.0312117 | val_loss: 0.0312127 | Time: 6386.58 ms [2022-04-17 18:12:50 main:574] : INFO : Epoch 2039 | loss: 0.0312115 | val_loss: 0.0312126 | Time: 5107.81 ms [2022-04-17 18:12:56 main:574] : INFO : Epoch 2040 | loss: 0.0312113 | val_loss: 0.0312129 | Time: 6020.77 ms [2022-04-17 18:13:02 main:574] : INFO : Epoch 2041 | loss: 0.0312114 | val_loss: 0.0312126 | Time: 5223.36 ms [2022-04-17 18:13:08 main:574] : INFO : Epoch 2042 | loss: 0.0312111 | val_loss: 0.0312124 | Time: 5858.32 ms [2022-04-17 18:13:13 main:574] : INFO : Epoch 2043 | loss: 0.0312111 | val_loss: 0.0312124 | Time: 5189.4 ms [2022-04-17 18:13:19 main:574] : INFO : Epoch 2044 | loss: 0.0312109 | val_loss: 0.031212 | Time: 6212.76 ms [2022-04-17 18:13:24 main:574] : INFO : Epoch 2045 | loss: 0.0312111 | val_loss: 0.0312123 | Time: 4692.29 ms [2022-04-17 18:13:30 main:574] : INFO : Epoch 2046 | loss: 0.0312114 | val_loss: 0.0312127 | Time: 6250.09 ms [2022-04-17 18:13:35 main:574] : INFO : Epoch 2047 | loss: 0.031211 | val_loss: 0.0312119 | Time: 5240.59 ms [2022-04-17 18:13:42 main:574] : INFO : Epoch 2048 | loss: 0.0312107 | val_loss: 0.0312119 | Time: 6455.73 ms [2022-04-17 18:13:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312119 [2022-04-17 18:13:42 main:603] : INFO : Saving end state to config to file [2022-04-17 18:13:42 main:608] : INFO : Success, exiting.. 18:13:42 (42984): 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)