Task 14624845
| Name | ParityModified-1647040299-5911-2-0_5 |
| Workunit | 11574848 |
| Created | 19 Apr 2022, 20:30:56 UTC |
| Sent | 19 Apr 2022, 20:31:17 UTC |
| Report deadline | 27 Apr 2022, 20:31:17 UTC |
| Received | 19 Apr 2022, 23:37:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 42 min 28 sec |
| CPU time | 2 hours 40 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 7:04 main:574] : INFO : Epoch 1542 | loss: 0.0311897 | val_loss: 0.0311908 | Time: 4762.03 ms [2022-04-20 00:57:09 main:574] : INFO : Epoch 1543 | loss: 0.0311893 | val_loss: 0.0311893 | Time: 4723.69 ms [2022-04-20 00:57:14 main:574] : INFO : Epoch 1544 | loss: 0.0311885 | val_loss: 0.0311893 | Time: 4795.25 ms [2022-04-20 00:57:18 main:574] : INFO : Epoch 1545 | loss: 0.0311887 | val_loss: 0.0311903 | Time: 4769.37 ms [2022-04-20 00:57:23 main:574] : INFO : Epoch 1546 | loss: 0.0311905 | val_loss: 0.0311939 | Time: 4782.88 ms [2022-04-20 00:57:28 main:574] : INFO : Epoch 1547 | loss: 0.031192 | val_loss: 0.0311895 | Time: 4809.45 ms [2022-04-20 00:57:33 main:574] : INFO : Epoch 1548 | loss: 0.0311887 | val_loss: 0.0311899 | Time: 4786.15 ms [2022-04-20 00:57:38 main:574] : INFO : Epoch 1549 | loss: 0.031189 | val_loss: 0.0311891 | Time: 4759.07 ms [2022-04-20 00:57:42 main:574] : INFO : Epoch 1550 | loss: 0.0311885 | val_loss: 0.0311896 | Time: 4803.83 ms [2022-04-20 00:57:47 main:574] : INFO : Epoch 1551 | loss: 0.0311884 | val_loss: 0.0311909 | Time: 4817.59 ms [2022-04-20 00:57:52 main:574] : INFO : Epoch 1552 | loss: 0.0311888 | val_loss: 0.0311908 | Time: 4756.13 ms [2022-04-20 00:57:57 main:574] : INFO : Epoch 1553 | loss: 0.0311891 | val_loss: 0.0311911 | Time: 4752.36 ms [2022-04-20 00:58:01 main:574] : INFO : Epoch 1554 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 4792.38 ms [2022-04-20 00:58:06 main:574] : INFO : Epoch 1555 | loss: 0.031188 | val_loss: 0.0311897 | Time: 4779.99 ms [2022-04-20 00:58:11 main:574] : INFO : Epoch 1556 | loss: 0.0311882 | val_loss: 0.0311895 | Time: 4796.08 ms [2022-04-20 00:58:16 main:574] : INFO : Epoch 1557 | loss: 0.0311891 | val_loss: 0.0311886 | Time: 4756.1 ms [2022-04-20 00:58:21 main:574] : INFO : Epoch 1558 | loss: 0.0311888 | val_loss: 0.0311926 | Time: 4792.76 ms [2022-04-20 00:58:25 main:574] : INFO : Epoch 1559 | loss: 0.0311915 | val_loss: 0.0311884 | Time: 4766.41 ms [2022-04-20 00:58:30 main:574] : INFO : Epoch 1560 | loss: 0.0311885 | val_loss: 0.0311887 | Time: 4766.09 ms [2022-04-20 00:58:35 main:574] : INFO : Epoch 1561 | loss: 0.0311875 | val_loss: 0.0311881 | Time: 4775.9 ms [2022-04-20 00:58:40 main:574] : INFO : Epoch 1562 | loss: 0.0311909 | val_loss: 0.0312029 | Time: 4782.48 ms [2022-04-20 00:58:44 main:574] : INFO : Epoch 1563 | loss: 0.0311898 | val_loss: 0.031189 | Time: 4778.5 ms [2022-04-20 00:58:49 main:574] : INFO : Epoch 1564 | loss: 0.0311887 | val_loss: 0.0311886 | Time: 4766.17 ms [2022-04-20 00:58:54 main:574] : INFO : Epoch 1565 | loss: 0.0311873 | val_loss: 0.0311883 | Time: 4756.5 ms [2022-04-20 00:58:59 main:574] : INFO : Epoch 1566 | loss: 0.0311873 | val_loss: 0.0311884 | Time: 4792.33 ms [2022-04-20 00:59:04 main:574] : INFO : Epoch 1567 | loss: 0.0311939 | val_loss: 0.0311934 | Time: 4776.25 ms [2022-04-20 00:59:08 main:574] : INFO : Epoch 1568 | loss: 0.031192 | val_loss: 0.0311925 | Time: 4787.64 ms [2022-04-20 00:59:13 main:574] : INFO : Epoch 1569 | loss: 0.0311889 | val_loss: 0.0311884 | Time: 4796.63 ms [2022-04-20 00:59:18 main:574] : INFO : Epoch 1570 | loss: 0.0311872 | val_loss: 0.0311903 | Time: 4761.71 ms [2022-04-20 00:59:23 main:574] : INFO : Epoch 1571 | loss: 0.0311895 | val_loss: 0.0311886 | Time: 4822.79 ms [2022-04-20 00:59:28 main:574] : INFO : Epoch 1572 | loss: 0.0311891 | val_loss: 0.031188 | Time: 4780.86 ms [2022-04-20 00:59:32 main:574] : INFO : Epoch 1573 | loss: 0.0311906 | val_loss: 0.0311986 | Time: 4780.55 ms [2022-04-20 00:59:37 main:574] : INFO : Epoch 1574 | loss: 0.031192 | val_loss: 0.031194 | Time: 4752.03 ms [2022-04-20 00:59:42 main:574] : INFO : Epoch 1575 | loss: 0.0311896 | val_loss: 0.0311887 | Time: 4739.82 ms [2022-04-20 00:59:47 main:574] : INFO : Epoch 1576 | loss: 0.0311866 | val_loss: 0.0311877 | Time: 4749.73 ms [2022-04-20 00:59:51 main:574] : INFO : Epoch 1577 | loss: 0.0311863 | val_loss: 0.031187 | Time: 4757.31 ms [2022-04-20 00:59:56 main:574] : INFO : Epoch 1578 | loss: 0.0311874 | val_loss: 0.0311874 | Time: 4789.76 ms [2022-04-20 01:00:01 main:574] : INFO : Epoch 1579 | loss: 0.0311866 | val_loss: 0.0311888 | Time: 4788.17 ms [2022-04-20 01:00:06 main:574] : INFO : Epoch 1580 | loss: 0.0311863 | val_loss: 0.0311869 | Time: 4746.13 ms [2022-04-20 01:00:10 main:574] : INFO : Epoch 1581 | loss: 0.0311863 | val_loss: 0.0311865 | Time: 4783.21 ms [2022-04-20 01:00:15 main:574] : INFO : Epoch 1582 | loss: 0.0311876 | val_loss: 0.0311878 | Time: 4769.74 ms [2022-04-20 01:00:20 main:574] : INFO : Epoch 1583 | loss: 0.0311905 | val_loss: 0.0311957 | Time: 4769.01 ms [2022-04-20 01:00:25 main:574] : INFO : Epoch 1584 | loss: 0.0311878 | val_loss: 0.0311911 | Time: 4751.86 ms [2022-04-20 01:00:30 main:574] : INFO : Epoch 1585 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 4779.71 ms [2022-04-20 01:00:34 main:574] : INFO : Epoch 1586 | loss: 0.0311861 | val_loss: 0.0311864 | Time: 4773.65 ms [2022-04-20 01:00:39 main:574] : INFO : Epoch 1587 | loss: 0.031185 | val_loss: 0.0311863 | Time: 4795.31 ms [2022-04-20 01:00:44 main:574] : INFO : Epoch 1588 | loss: 0.0311855 | val_loss: 0.0311867 | Time: 4749.25 ms [2022-04-20 01:00:49 main:574] : INFO : Epoch 1589 | loss: 0.0311868 | val_loss: 0.0311874 | Time: 4717.67 ms [2022-04-20 01:00:53 main:574] : INFO : Epoch 1590 | loss: 0.0311871 | val_loss: 0.0311876 | Time: 4773.9 ms [2022-04-20 01:00:58 main:574] : INFO : Epoch 1591 | loss: 0.0311864 | val_loss: 0.0311857 | Time: 4768.75 ms [2022-04-20 01:01:03 main:574] : INFO : Epoch 1592 | loss: 0.0311877 | val_loss: 0.031194 | Time: 4778.22 ms [2022-04-20 01:01:08 main:574] : INFO : Epoch 1593 | loss: 0.0311892 | val_loss: 0.0311863 | Time: 4783.08 ms [2022-04-20 01:01:13 main:574] : INFO : Epoch 1594 | loss: 0.0311865 | val_loss: 0.0311859 | Time: 4754.02 ms [2022-04-20 01:01:17 main:574] : INFO : Epoch 1595 | loss: 0.031185 | val_loss: 0.0311859 | Time: 4790.38 ms [2022-04-20 01:01:22 main:574] : INFO : Epoch 1596 | loss: 0.0311846 | val_loss: 0.0311889 | Time: 4809.69 ms [2022-04-20 01:01:27 main:574] : INFO : Epoch 1597 | loss: 0.0311852 | val_loss: 0.0311858 | Time: 4765.16 ms [2022-04-20 01:01:32 main:574] : INFO : Epoch 1598 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 4742.84 ms [2022-04-20 01:01:36 main:574] : INFO : Epoch 1599 | loss: 0.031184 | val_loss: 0.0311852 | Time: 4746.49 ms [2022-04-20 01:01:41 main:574] : INFO : Epoch 1600 | loss: 0.0311846 | val_loss: 0.0311893 | Time: 4803.54 ms [2022-04-20 01:01:46 main:574] : INFO : Epoch 1601 | loss: 0.0311868 | val_loss: 0.0311867 | Time: 4748.65 ms [2022-04-20 01:01:51 main:574] : INFO : Epoch 1602 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 4775.07 ms [2022-04-20 01:01:56 main:574] : INFO : Epoch 1603 | loss: 0.0311866 | val_loss: 0.0311864 | Time: 4774.02 ms [2022-04-20 01:02:00 main:574] : INFO : Epoch 1604 | loss: 0.031184 | val_loss: 0.0311853 | Time: 4757.16 ms [2022-04-20 01:02:05 main:574] : INFO : Epoch 1605 | loss: 0.0311849 | val_loss: 0.0311848 | Time: 4725.48 ms [2022-04-20 01:02:10 main:574] : INFO : Epoch 1606 | loss: 0.0311853 | val_loss: 0.0311877 | Time: 4827.26 ms [2022-04-20 01:02:15 main:574] : INFO : Epoch 1607 | loss: 0.0311847 | val_loss: 0.0311916 | Time: 4778.01 ms [2022-04-20 01:02:19 main:574] : INFO : Epoch 1608 | loss: 0.0311851 | val_loss: 0.0311869 | Time: 4758.03 ms [2022-04-20 01:02:24 main:574] : INFO : Epoch 1609 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 4795.97 ms [2022-04-20 01:02:29 main:574] : INFO : Epoch 1610 | loss: 0.0311833 | val_loss: 0.0311869 | Time: 4776.53 ms [2022-04-20 01:02:34 main:574] : INFO : Epoch 1611 | loss: 0.0311833 | val_loss: 0.0311844 | Time: 4796.93 ms [2022-04-20 01:02:39 main:574] : INFO : Epoch 1612 | loss: 0.0311831 | val_loss: 0.0311887 | Time: 4732.96 ms [2022-04-20 01:02:43 main:574] : INFO : Epoch 1613 | loss: 0.0311872 | val_loss: 0.0311863 | Time: 4724.21 ms [2022-04-20 01:02:48 main:574] : INFO : Epoch 1614 | loss: 0.031187 | val_loss: 0.0311863 | Time: 4791.22 ms [2022-04-20 01:02:53 main:574] : INFO : Epoch 1615 | loss: 0.0311834 | val_loss: 0.0311839 | Time: 4778.96 ms [2022-04-20 01:02:58 main:574] : INFO : Epoch 1616 | loss: 0.0311836 | val_loss: 0.0311854 | Time: 4766.68 ms [2022-04-20 01:03:02 main:574] : INFO : Epoch 1617 | loss: 0.0311857 | val_loss: 0.0311853 | Time: 4749.15 ms [2022-04-20 01:03:07 main:574] : INFO : Epoch 1618 | loss: 0.0311831 | val_loss: 0.0311847 | Time: 4715.03 ms [2022-04-20 01:03:12 main:574] : INFO : Epoch 1619 | loss: 0.0311822 | val_loss: 0.0311851 | Time: 4695 ms [2022-04-20 01:03:17 main:574] : INFO : Epoch 1620 | loss: 0.0311829 | val_loss: 0.0311852 | Time: 4809.12 ms [2022-04-20 01:03:21 main:574] : INFO : Epoch 1621 | loss: 0.0311849 | val_loss: 0.0311899 | Time: 4785.56 ms [2022-04-20 01:03:26 main:574] : INFO : Epoch 1622 | loss: 0.0311851 | val_loss: 0.0311843 | Time: 4784.54 ms [2022-04-20 01:03:31 main:574] : INFO : Epoch 1623 | loss: 0.0311858 | val_loss: 0.0311866 | Time: 4798.19 ms [2022-04-20 01:03:36 main:574] : INFO : Epoch 1624 | loss: 0.031186 | val_loss: 0.0311961 | Time: 4724.14 ms [2022-04-20 01:03:40 main:574] : INFO : Epoch 1625 | loss: 0.031186 | val_loss: 0.0311944 | Time: 4749.27 ms [2022-04-20 01:03:45 main:574] : INFO : Epoch 1626 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 4761.42 ms [2022-04-20 01:03:50 main:574] : INFO : Epoch 1627 | loss: 0.0311826 | val_loss: 0.0311872 | Time: 4755.8 ms [2022-04-20 01:03:55 main:574] : INFO : Epoch 1628 | loss: 0.0311822 | val_loss: 0.031183 | Time: 4731.62 ms [2022-04-20 01:03:59 main:574] : INFO : Epoch 1629 | loss: 0.0311815 | val_loss: 0.0311827 | Time: 4743.01 ms [2022-04-20 01:04:04 main:574] : INFO : Epoch 1630 | loss: 0.031183 | val_loss: 0.0311843 | Time: 4749.03 ms [2022-04-20 01:04:09 main:574] : INFO : Epoch 1631 | loss: 0.031183 | val_loss: 0.0311833 | Time: 4766.59 ms [2022-04-20 01:04:14 main:574] : INFO : Epoch 1632 | loss: 0.0311811 | val_loss: 0.0311831 | Time: 4829.09 ms [2022-04-20 01:04:19 main:574] : INFO : Epoch 1633 | loss: 0.0311809 | val_loss: 0.0311824 | Time: 4796.49 ms [2022-04-20 01:04:23 main:574] : INFO : Epoch 1634 | loss: 0.0311811 | val_loss: 0.0311825 | Time: 4742.69 ms [2022-04-20 01:04:28 main:574] : INFO : Epoch 1635 | loss: 0.0311813 | val_loss: 0.0311895 | Time: 4780 ms [2022-04-20 01:04:33 main:574] : INFO : Epoch 1636 | loss: 0.0311817 | val_loss: 0.0311824 | Time: 4733.44 ms [2022-04-20 01:04:38 main:574] : INFO : Epoch 1637 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 4797.43 ms [2022-04-20 01:04:42 main:574] : INFO : Epoch 1638 | loss: 0.031181 | val_loss: 0.0311824 | Time: 4769.06 ms [2022-04-20 01:04:47 main:574] : INFO : Epoch 1639 | loss: 0.0311819 | val_loss: 0.0311845 | Time: 4755.6 ms [2022-04-20 01:04:52 main:574] : INFO : Epoch 1640 | loss: 0.0311822 | val_loss: 0.0311862 | Time: 4685.19 ms [2022-04-20 01:04:57 main:574] : INFO : Epoch 1641 | loss: 0.0311838 | val_loss: 0.0311823 | Time: 4752.09 ms [2022-04-20 01:05:01 main:574] : INFO : Epoch 1642 | loss: 0.0311816 | val_loss: 0.0311857 | Time: 4792.54 ms [2022-04-20 01:05:06 main:574] : INFO : Epoch 1643 | loss: 0.0311823 | val_loss: 0.0311824 | Time: 4767.93 ms [2022-04-20 01:05:11 main:574] : INFO : Epoch 1644 | loss: 0.0311807 | val_loss: 0.0311817 | Time: 4770.58 ms [2022-04-20 01:05:16 main:574] : INFO : Epoch 1645 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 4751.48 ms [2022-04-20 01:05:20 main:574] : INFO : Epoch 1646 | loss: 0.0311806 | val_loss: 0.0311817 | Time: 4717.03 ms [2022-04-20 01:05:25 main:574] : INFO : Epoch 1647 | loss: 0.0311808 | val_loss: 0.0311861 | Time: 4759.93 ms [2022-04-20 01:05:30 main:574] : INFO : Epoch 1648 | loss: 0.0311804 | val_loss: 0.0311815 | Time: 4812.5 ms [2022-04-20 01:05:35 main:574] : INFO : Epoch 1649 | loss: 0.0311813 | val_loss: 0.0311909 | Time: 4761.7 ms [2022-04-20 01:05:40 main:574] : INFO : Epoch 1650 | loss: 0.0311826 | val_loss: 0.0311819 | Time: 4809.51 ms [2022-04-20 01:05:44 main:574] : INFO : Epoch 1651 | loss: 0.0311803 | val_loss: 0.0311841 | Time: 4809.59 ms [2022-04-20 01:05:49 main:574] : INFO : Epoch 1652 | loss: 0.0311813 | val_loss: 0.0311812 | Time: 4768.85 ms [2022-04-20 01:05:54 main:574] : INFO : Epoch 1653 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 4792.28 ms [2022-04-20 01:05:59 main:574] : INFO : Epoch 1654 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 4769.33 ms [2022-04-20 01:06:04 main:574] : INFO : Epoch 1655 | loss: 0.0311809 | val_loss: 0.0311827 | Time: 4777.44 ms [2022-04-20 01:06:08 main:574] : INFO : Epoch 1656 | loss: 0.0311808 | val_loss: 0.0311827 | Time: 4789.54 ms [2022-04-20 01:06:13 main:574] : INFO : Epoch 1657 | loss: 0.0311817 | val_loss: 0.031184 | Time: 4776.38 ms [2022-04-20 01:06:18 main:574] : INFO : Epoch 1658 | loss: 0.0311806 | val_loss: 0.031181 | Time: 4759.47 ms [2022-04-20 01:06:23 main:574] : INFO : Epoch 1659 | loss: 0.031179 | val_loss: 0.0311809 | Time: 4809.16 ms [2022-04-20 01:06:27 main:574] : INFO : Epoch 1660 | loss: 0.0311818 | val_loss: 0.0311894 | Time: 4727.33 ms [2022-04-20 01:06:32 main:574] : INFO : Epoch 1661 | loss: 0.0311841 | val_loss: 0.0311812 | Time: 4812.55 ms [2022-04-20 01:06:37 main:574] : INFO : Epoch 1662 | loss: 0.0311787 | val_loss: 0.031183 | Time: 4824.12 ms [2022-04-20 01:06:42 main:574] : INFO : Epoch 1663 | loss: 0.0311801 | val_loss: 0.0311817 | Time: 4734.69 ms [2022-04-20 01:06:47 main:574] : INFO : Epoch 1664 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 4705.95 ms [2022-04-20 01:06:51 main:574] : INFO : Epoch 1665 | loss: 0.0311797 | val_loss: 0.031182 | Time: 4774.86 ms [2022-04-20 01:06:56 main:574] : INFO : Epoch 1666 | loss: 0.031182 | val_loss: 0.0311829 | Time: 4763.32 ms [2022-04-20 01:07:01 main:574] : INFO : Epoch 1667 | loss: 0.0311787 | val_loss: 0.03118 | Time: 4780.99 ms [2022-04-20 01:07:06 main:574] : INFO : Epoch 1668 | loss: 0.0311778 | val_loss: 0.0311828 | Time: 4775.97 ms [2022-04-20 01:07:10 main:574] : INFO : Epoch 1669 | loss: 0.0311778 | val_loss: 0.0311812 | Time: 4759.32 ms [2022-04-20 01:07:15 main:574] : INFO : Epoch 1670 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 4756.59 ms [2022-04-20 01:07:20 main:574] : INFO : Epoch 1671 | loss: 0.031178 | val_loss: 0.0311797 | Time: 4787.32 ms [2022-04-20 01:07:25 main:574] : INFO : Epoch 1672 | loss: 0.0311781 | val_loss: 0.0311811 | Time: 4808.26 ms [2022-04-20 01:07:30 main:574] : INFO : Epoch 1673 | loss: 0.0311804 | val_loss: 0.0311853 | Time: 4777.19 ms [2022-04-20 01:07:34 main:574] : INFO : Epoch 1674 | loss: 0.0311803 | val_loss: 0.0311839 | Time: 4784.73 ms [2022-04-20 01:07:39 main:574] : INFO : Epoch 1675 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 4782.89 ms [2022-04-20 01:07:44 main:574] : INFO : Epoch 1676 | loss: 0.0311772 | val_loss: 0.0311807 | Time: 4785.41 ms [2022-04-20 01:07:49 main:574] : INFO : Epoch 1677 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 4768.93 ms [2022-04-20 01:07:54 main:574] : INFO : Epoch 1678 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 4813.1 ms [2022-04-20 01:07:58 main:574] : INFO : Epoch 1679 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 4784.52 ms [2022-04-20 01:08:03 main:574] : INFO : Epoch 1680 | loss: 0.0311773 | val_loss: 0.0311878 | Time: 4782.15 ms [2022-04-20 01:08:08 main:574] : INFO : Epoch 1681 | loss: 0.0311784 | val_loss: 0.0311817 | Time: 4801.67 ms [2022-04-20 01:08:13 main:574] : INFO : Epoch 1682 | loss: 0.0311786 | val_loss: 0.0311791 | Time: 4777.99 ms [2022-04-20 01:08:17 main:574] : INFO : Epoch 1683 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 4759.2 ms [2022-04-20 01:08:22 main:574] : INFO : Epoch 1684 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 4778.78 ms [2022-04-20 01:08:27 main:574] : INFO : Epoch 1685 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 4763.49 ms [2022-04-20 01:08:32 main:574] : INFO : Epoch 1686 | loss: 0.0311779 | val_loss: 0.031181 | Time: 4801.18 ms [2022-04-20 01:08:37 main:574] : INFO : Epoch 1687 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 4710.59 ms [2022-04-20 01:08:41 main:574] : INFO : Epoch 1688 | loss: 0.0311791 | val_loss: 0.0311874 | Time: 4772.77 ms [2022-04-20 01:08:46 main:574] : INFO : Epoch 1689 | loss: 0.0311802 | val_loss: 0.0311872 | Time: 4699.9 ms [2022-04-20 01:08:51 main:574] : INFO : Epoch 1690 | loss: 0.0311823 | val_loss: 0.0311798 | Time: 4788.93 ms [2022-04-20 01:08:56 main:574] : INFO : Epoch 1691 | loss: 0.0311757 | val_loss: 0.031178 | Time: 4794.86 ms [2022-04-20 01:09:00 main:574] : INFO : Epoch 1692 | loss: 0.0311751 | val_loss: 0.0311778 | Time: 4749.84 ms [2022-04-20 01:09:05 main:574] : INFO : Epoch 1693 | loss: 0.0311779 | val_loss: 0.0311781 | Time: 4766.54 ms [2022-04-20 01:09:10 main:574] : INFO : Epoch 1694 | loss: 0.0311789 | val_loss: 0.0311788 | Time: 4792.91 ms [2022-04-20 01:09:15 main:574] : INFO : Epoch 1695 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 4752.14 ms [2022-04-20 01:09:19 main:574] : INFO : Epoch 1696 | loss: 0.0311749 | val_loss: 0.0311818 | Time: 4782.22 ms [2022-04-20 01:09:24 main:574] : INFO : Epoch 1697 | loss: 0.0311776 | val_loss: 0.0311787 | Time: 4754.27 ms [2022-04-20 01:09:29 main:574] : INFO : Epoch 1698 | loss: 0.0311811 | val_loss: 0.0311854 | Time: 4753.5 ms [2022-04-20 01:09:34 main:574] : INFO : Epoch 1699 | loss: 0.031177 | val_loss: 0.0311778 | Time: 4764.1 ms [2022-04-20 01:09:39 main:574] : INFO : Epoch 1700 | loss: 0.0311752 | val_loss: 0.0311777 | Time: 4764.49 ms [2022-04-20 01:09:43 main:574] : INFO : Epoch 1701 | loss: 0.0311746 | val_loss: 0.0311784 | Time: 4842.62 ms [2022-04-20 01:09:48 main:574] : INFO : Epoch 1702 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 4732 ms [2022-04-20 01:09:53 main:574] : INFO : Epoch 1703 | loss: 0.0311778 | val_loss: 0.0311842 | Time: 4775.51 ms [2022-04-20 01:09:58 main:574] : INFO : Epoch 1704 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 4793.23 ms [2022-04-20 01:10:02 main:574] : INFO : Epoch 1705 | loss: 0.0311766 | val_loss: 0.031178 | Time: 4780.73 ms [2022-04-20 01:10:07 main:574] : INFO : Epoch 1706 | loss: 0.0311764 | val_loss: 0.0311773 | Time: 4787.94 ms [2022-04-20 01:10:12 main:574] : INFO : Epoch 1707 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 4759.72 ms [2022-04-20 01:10:17 main:574] : INFO : Epoch 1708 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 4772.09 ms [2022-04-20 01:10:22 main:574] : INFO : Epoch 1709 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 4770.78 ms [2022-04-20 01:10:26 main:574] : INFO : Epoch 1710 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 4813.26 ms [2022-04-20 01:10:31 main:574] : INFO : Epoch 1711 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 4781.15 ms [2022-04-20 01:10:36 main:574] : INFO : Epoch 1712 | loss: 0.0311736 | val_loss: 0.0311769 | Time: 4768.09 ms [2022-04-20 01:10:41 main:574] : INFO : Epoch 1713 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 4721.04 ms [2022-04-20 01:10:45 main:574] : INFO : Epoch 1714 | loss: 0.0311736 | val_loss: 0.0311773 | Time: 4759.61 ms [2022-04-20 01:10:50 main:574] : INFO : Epoch 1715 | loss: 0.0311801 | val_loss: 0.0311784 | Time: 4728.85 ms [2022-04-20 01:10:55 main:574] : INFO : Epoch 1716 | loss: 0.0311831 | val_loss: 0.0311787 | Time: 4789.59 ms [2022-04-20 01:11:00 main:574] : INFO : Epoch 1717 | loss: 0.0311791 | val_loss: 0.0311775 | Time: 4738.81 ms [2022-04-20 01:11:04 main:574] : INFO : Epoch 1718 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 4786.6 ms [2022-04-20 01:11:09 main:574] : INFO : Epoch 1719 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 4698.52 ms [2022-04-20 01:11:14 main:574] : INFO : Epoch 1720 | loss: 0.0311735 | val_loss: 0.0311793 | Time: 4772.97 ms [2022-04-20 01:11:19 main:574] : INFO : Epoch 1721 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 4766.58 ms [2022-04-20 01:11:23 main:574] : INFO : Epoch 1722 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 4755.14 ms [2022-04-20 01:11:28 main:574] : INFO : Epoch 1723 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 4792.72 ms [2022-04-20 01:11:33 main:574] : INFO : Epoch 1724 | loss: 0.0311735 | val_loss: 0.031179 | Time: 4778.4 ms [2022-04-20 01:11:38 main:574] : INFO : Epoch 1725 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 4804.34 ms [2022-04-20 01:11:43 main:574] : INFO : Epoch 1726 | loss: 0.0311722 | val_loss: 0.0311759 | Time: 4756.46 ms [2022-04-20 01:11:47 main:574] : INFO : Epoch 1727 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 4788.56 ms [2022-04-20 01:11:52 main:574] : INFO : Epoch 1728 | loss: 0.0311729 | val_loss: 0.031176 | Time: 4773.51 ms [2022-04-20 01:11:57 main:574] : INFO : Epoch 1729 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 4751.22 ms [2022-04-20 01:12:02 main:574] : INFO : Epoch 1730 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 4737.45 ms [2022-04-20 01:12:06 main:574] : INFO : Epoch 1731 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 4759.35 ms [2022-04-20 01:12:11 main:574] : INFO : Epoch 1732 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 4788.29 ms [2022-04-20 01:12:16 main:574] : INFO : Epoch 1733 | loss: 0.031173 | val_loss: 0.0311761 | Time: 4773.98 ms [2022-04-20 01:12:21 main:574] : INFO : Epoch 1734 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 4784.05 ms [2022-04-20 01:12:26 main:574] : INFO : Epoch 1735 | loss: 0.0311723 | val_loss: 0.031176 | Time: 4788.22 ms [2022-04-20 01:12:30 main:574] : INFO : Epoch 1736 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 4758.85 ms [2022-04-20 01:12:35 main:574] : INFO : Epoch 1737 | loss: 0.031172 | val_loss: 0.0311766 | Time: 4755.91 ms [2022-04-20 01:12:40 main:574] : INFO : Epoch 1738 | loss: 0.031172 | val_loss: 0.0311756 | Time: 4739.47 ms [2022-04-20 01:12:45 main:574] : INFO : Epoch 1739 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 4797.13 ms [2022-04-20 01:12:50 main:574] : INFO : Epoch 1740 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 4787.8 ms [2022-04-20 01:12:54 main:574] : INFO : Epoch 1741 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 4754.28 ms [2022-04-20 01:12:59 main:574] : INFO : Epoch 1742 | loss: 0.0311713 | val_loss: 0.0311777 | Time: 4753.94 ms [2022-04-20 01:13:04 main:574] : INFO : Epoch 1743 | loss: 0.0311722 | val_loss: 0.031175 | Time: 4756.6 ms [2022-04-20 01:13:09 main:574] : INFO : Epoch 1744 | loss: 0.0311721 | val_loss: 0.0311748 | Time: 4745.45 ms [2022-04-20 01:13:13 main:574] : INFO : Epoch 1745 | loss: 0.031171 | val_loss: 0.0311754 | Time: 4717.62 ms [2022-04-20 01:13:18 main:574] : INFO : Epoch 1746 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 4788.56 ms [2022-04-20 01:13:23 main:574] : INFO : Epoch 1747 | loss: 0.0311713 | val_loss: 0.0311749 | Time: 4734.02 ms [2022-04-20 01:13:28 main:574] : INFO : Epoch 1748 | loss: 0.0311707 | val_loss: 0.0311745 | Time: 4760.29 ms [2022-04-20 01:13:32 main:574] : INFO : Epoch 1749 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 4799.98 ms [2022-04-20 01:13:37 main:574] : INFO : Epoch 1750 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 4785.42 ms [2022-04-20 01:13:42 main:574] : INFO : Epoch 1751 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 4743.8 ms [2022-04-20 01:13:47 main:574] : INFO : Epoch 1752 | loss: 0.0311752 | val_loss: 0.0311748 | Time: 4758.03 ms [2022-04-20 01:13:51 main:574] : INFO : Epoch 1753 | loss: 0.0311718 | val_loss: 0.0311746 | Time: 4801.68 ms [2022-04-20 01:13:56 main:574] : INFO : Epoch 1754 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 4810.56 ms [2022-04-20 01:14:01 main:574] : INFO : Epoch 1755 | loss: 0.0311722 | val_loss: 0.0311826 | Time: 4841.59 ms [2022-04-20 01:14:06 main:574] : INFO : Epoch 1756 | loss: 0.0311715 | val_loss: 0.0311746 | Time: 4731.57 ms [2022-04-20 01:14:11 main:574] : INFO : Epoch 1757 | loss: 0.0311702 | val_loss: 0.0311754 | Time: 4755.61 ms [2022-04-20 01:14:15 main:574] : INFO : Epoch 1758 | loss: 0.0311702 | val_loss: 0.031175 | Time: 4774.66 ms [2022-04-20 01:14:20 main:574] : INFO : Epoch 1759 | loss: 0.0311695 | val_loss: 0.0311745 | Time: 4762.45 ms [2022-04-20 01:14:25 main:574] : INFO : Epoch 1760 | loss: 0.0311694 | val_loss: 0.031175 | Time: 4832.29 ms [2022-04-20 01:14:30 main:574] : INFO : Epoch 1761 | loss: 0.03117 | val_loss: 0.0311743 | Time: 4745.35 ms [2022-04-20 01:14:34 main:574] : INFO : Epoch 1762 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 4714.86 ms [2022-04-20 01:14:39 main:574] : INFO : Epoch 1763 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 4766.52 ms [2022-04-20 01:14:44 main:574] : INFO : Epoch 1764 | loss: 0.0311707 | val_loss: 0.0311738 | Time: 4764.39 ms [2022-04-20 01:14:49 main:574] : INFO : Epoch 1765 | loss: 0.0311698 | val_loss: 0.0311738 | Time: 4800.07 ms [2022-04-20 01:14:53 main:574] : INFO : Epoch 1766 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 4659.17 ms [2022-04-20 01:14:58 main:574] : INFO : Epoch 1767 | loss: 0.0311698 | val_loss: 0.0311734 | Time: 4803.4 ms [2022-04-20 01:15:03 main:574] : INFO : Epoch 1768 | loss: 0.031169 | val_loss: 0.0311746 | Time: 4795.49 ms [2022-04-20 01:15:08 main:574] : INFO : Epoch 1769 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 4815.58 ms [2022-04-20 01:15:13 main:574] : INFO : Epoch 1770 | loss: 0.0311693 | val_loss: 0.0311733 | Time: 4802.47 ms [2022-04-20 01:15:17 main:574] : INFO : Epoch 1771 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 4728.67 ms [2022-04-20 01:15:22 main:574] : INFO : Epoch 1772 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 4675.13 ms [2022-04-20 01:15:27 main:574] : INFO : Epoch 1773 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 4769.76 ms [2022-04-20 01:15:32 main:574] : INFO : Epoch 1774 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 4755.83 ms [2022-04-20 01:15:36 main:574] : INFO : Epoch 1775 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 4778.37 ms [2022-04-20 01:15:41 main:574] : INFO : Epoch 1776 | loss: 0.0311687 | val_loss: 0.031173 | Time: 4712.57 ms [2022-04-20 01:15:46 main:574] : INFO : Epoch 1777 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 4798.5 ms [2022-04-20 01:15:51 main:574] : INFO : Epoch 1778 | loss: 0.0311684 | val_loss: 0.0311735 | Time: 4761.04 ms [2022-04-20 01:15:55 main:574] : INFO : Epoch 1779 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 4739.83 ms [2022-04-20 01:16:00 main:574] : INFO : Epoch 1780 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 4736.65 ms [2022-04-20 01:16:05 main:574] : INFO : Epoch 1781 | loss: 0.0311676 | val_loss: 0.0311728 | Time: 4758.13 ms [2022-04-20 01:16:10 main:574] : INFO : Epoch 1782 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 4754.19 ms [2022-04-20 01:16:14 main:574] : INFO : Epoch 1783 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 4742.45 ms [2022-04-20 01:16:19 main:574] : INFO : Epoch 1784 | loss: 0.0311692 | val_loss: 0.0311734 | Time: 4764.05 ms [2022-04-20 01:16:24 main:574] : INFO : Epoch 1785 | loss: 0.0311692 | val_loss: 0.0311745 | Time: 4755.71 ms [2022-04-20 01:16:29 main:574] : INFO : Epoch 1786 | loss: 0.0311691 | val_loss: 0.0311727 | Time: 4763.58 ms [2022-04-20 01:16:34 main:574] : INFO : Epoch 1787 | loss: 0.0311672 | val_loss: 0.0311741 | Time: 4751.81 ms [2022-04-20 01:16:38 main:574] : INFO : Epoch 1788 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 4750.08 ms [2022-04-20 01:16:43 main:574] : INFO : Epoch 1789 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 4722.97 ms [2022-04-20 01:16:48 main:574] : INFO : Epoch 1790 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 4763.62 ms [2022-04-20 01:16:53 main:574] : INFO : Epoch 1791 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 4746.43 ms [2022-04-20 01:16:57 main:574] : INFO : Epoch 1792 | loss: 0.0311676 | val_loss: 0.0311722 | Time: 4784.76 ms [2022-04-20 01:17:02 main:574] : INFO : Epoch 1793 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 4768.61 ms [2022-04-20 01:17:07 main:574] : INFO : Epoch 1794 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 4759.16 ms [2022-04-20 01:17:12 main:574] : INFO : Epoch 1795 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 4762.97 ms [2022-04-20 01:17:16 main:574] : INFO : Epoch 1796 | loss: 0.0311666 | val_loss: 0.031176 | Time: 4784.73 ms [2022-04-20 01:17:21 main:574] : INFO : Epoch 1797 | loss: 0.0311671 | val_loss: 0.0311733 | Time: 4748.51 ms [2022-04-20 01:17:26 main:574] : INFO : Epoch 1798 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 4761.13 ms [2022-04-20 01:17:31 main:574] : INFO : Epoch 1799 | loss: 0.0311679 | val_loss: 0.0311724 | Time: 4783.85 ms [2022-04-20 01:17:35 main:574] : INFO : Epoch 1800 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 4744.28 ms [2022-04-20 01:17:40 main:574] : INFO : Epoch 1801 | loss: 0.031167 | val_loss: 0.031175 | Time: 4730.63 ms [2022-04-20 01:17:45 main:574] : INFO : Epoch 1802 | loss: 0.0311682 | val_loss: 0.0311724 | Time: 4745.54 ms [2022-04-20 01:17:50 main:574] : INFO : Epoch 1803 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 4794.33 ms [2022-04-20 01:17:55 main:574] : INFO : Epoch 1804 | loss: 0.0311706 | val_loss: 0.0311787 | Time: 4865.96 ms [2022-04-20 01:17:59 main:574] : INFO : Epoch 1805 | loss: 0.0311694 | val_loss: 0.0311804 | Time: 4761.88 ms [2022-04-20 01:18:04 main:574] : INFO : Epoch 1806 | loss: 0.0311677 | val_loss: 0.0311728 | Time: 4748.39 ms [2022-04-20 01:18:09 main:574] : INFO : Epoch 1807 | loss: 0.0311669 | val_loss: 0.031172 | Time: 4792.03 ms [2022-04-20 01:18:14 main:574] : INFO : Epoch 1808 | loss: 0.0311679 | val_loss: 0.0311732 | Time: 4731.49 ms [2022-04-20 01:18:18 main:574] : INFO : Epoch 1809 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 4760.05 ms [2022-04-20 01:18:23 main:574] : INFO : Epoch 1810 | loss: 0.0311657 | val_loss: 0.0311717 | Time: 4801.76 ms [2022-04-20 01:18:28 main:574] : INFO : Epoch 1811 | loss: 0.0311658 | val_loss: 0.0311717 | Time: 4767.3 ms [2022-04-20 01:18:33 main:574] : INFO : Epoch 1812 | loss: 0.031165 | val_loss: 0.0311716 | Time: 4779.85 ms [2022-04-20 01:18:38 main:574] : INFO : Epoch 1813 | loss: 0.0311657 | val_loss: 0.0311714 | Time: 4828.76 ms [2022-04-20 01:18:42 main:574] : INFO : Epoch 1814 | loss: 0.0311669 | val_loss: 0.0311717 | Time: 4841.18 ms [2022-04-20 01:18:47 main:574] : INFO : Epoch 1815 | loss: 0.031165 | val_loss: 0.031173 | Time: 4783.42 ms [2022-04-20 01:18:52 main:574] : INFO : Epoch 1816 | loss: 0.0311654 | val_loss: 0.0311713 | Time: 4802.59 ms [2022-04-20 01:18:57 main:574] : INFO : Epoch 1817 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 4790.32 ms [2022-04-20 01:19:02 main:574] : INFO : Epoch 1818 | loss: 0.0311686 | val_loss: 0.0311718 | Time: 4769.06 ms [2022-04-20 01:19:06 main:574] : INFO : Epoch 1819 | loss: 0.0311657 | val_loss: 0.031172 | Time: 4738.33 ms [2022-04-20 01:19:11 main:574] : INFO : Epoch 1820 | loss: 0.0311646 | val_loss: 0.0311739 | Time: 4812.43 ms [2022-04-20 01:19:16 main:574] : INFO : Epoch 1821 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 4838 ms [2022-04-20 01:19:21 main:574] : INFO : Epoch 1822 | loss: 0.0311642 | val_loss: 0.0311718 | Time: 4785.48 ms [2022-04-20 01:19:26 main:574] : INFO : Epoch 1823 | loss: 0.0311647 | val_loss: 0.0311762 | Time: 4754.04 ms [2022-04-20 01:19:30 main:574] : INFO : Epoch 1824 | loss: 0.0311659 | val_loss: 0.0311713 | Time: 4788.5 ms [2022-04-20 01:19:35 main:574] : INFO : Epoch 1825 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 4772.09 ms [2022-04-20 01:19:40 main:574] : INFO : Epoch 1826 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 4753.11 ms [2022-04-20 01:19:45 main:574] : INFO : Epoch 1827 | loss: 0.0311654 | val_loss: 0.0311719 | Time: 4761.05 ms [2022-04-20 01:19:49 main:574] : INFO : Epoch 1828 | loss: 0.031164 | val_loss: 0.0311736 | Time: 4794.19 ms [2022-04-20 01:19:54 main:574] : INFO : Epoch 1829 | loss: 0.0311644 | val_loss: 0.031174 | Time: 4773.76 ms [2022-04-20 01:19:59 main:574] : INFO : Epoch 1830 | loss: 0.0311652 | val_loss: 0.0311718 | Time: 4816.6 ms [2022-04-20 01:20:04 main:574] : INFO : Epoch 1831 | loss: 0.0311633 | val_loss: 0.0311724 | Time: 4749.86 ms [2022-04-20 01:20:09 main:574] : INFO : Epoch 1832 | loss: 0.0311644 | val_loss: 0.0311784 | Time: 4764.22 ms [2022-04-20 01:20:13 main:574] : INFO : Epoch 1833 | loss: 0.0311644 | val_loss: 0.0311712 | Time: 4745.4 ms [2022-04-20 01:20:18 main:574] : INFO : Epoch 1834 | loss: 0.0311635 | val_loss: 0.0311713 | Time: 4755.43 ms [2022-04-20 01:20:23 main:574] : INFO : Epoch 1835 | loss: 0.031164 | val_loss: 0.0311712 | Time: 4745.78 ms [2022-04-20 01:20:28 main:574] : INFO : Epoch 1836 | loss: 0.031163 | val_loss: 0.0311712 | Time: 4779.42 ms [2022-04-20 01:20:32 main:574] : INFO : Epoch 1837 | loss: 0.0311643 | val_loss: 0.0311735 | Time: 4737.37 ms [2022-04-20 01:20:37 main:574] : INFO : Epoch 1838 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 4770.11 ms [2022-04-20 01:20:42 main:574] : INFO : Epoch 1839 | loss: 0.0311642 | val_loss: 0.0311712 | Time: 4786.8 ms [2022-04-20 01:20:47 main:574] : INFO : Epoch 1840 | loss: 0.0311625 | val_loss: 0.0311711 | Time: 4747.11 ms [2022-04-20 01:20:51 main:574] : INFO : Epoch 1841 | loss: 0.0311626 | val_loss: 0.0311713 | Time: 4778.85 ms [2022-04-20 01:20:56 main:574] : INFO : Epoch 1842 | loss: 0.0311637 | val_loss: 0.0311707 | Time: 4795.91 ms [2022-04-20 01:21:01 main:574] : INFO : Epoch 1843 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 4771.58 ms [2022-04-20 01:21:06 main:574] : INFO : Epoch 1844 | loss: 0.0311635 | val_loss: 0.0311729 | Time: 4795.56 ms [2022-04-20 01:21:11 main:574] : INFO : Epoch 1845 | loss: 0.0311649 | val_loss: 0.0311711 | Time: 4793.62 ms [2022-04-20 01:21:15 main:574] : INFO : Epoch 1846 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 4781.55 ms [2022-04-20 01:21:20 main:574] : INFO : Epoch 1847 | loss: 0.0311619 | val_loss: 0.0311711 | Time: 4801.74 ms [2022-04-20 01:21:25 main:574] : INFO : Epoch 1848 | loss: 0.0311629 | val_loss: 0.0311734 | Time: 4706.24 ms [2022-04-20 01:21:30 main:574] : INFO : Epoch 1849 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 4764.68 ms [2022-04-20 01:21:35 main:574] : INFO : Epoch 1850 | loss: 0.0311621 | val_loss: 0.0311713 | Time: 4788.74 ms [2022-04-20 01:21:39 main:574] : INFO : Epoch 1851 | loss: 0.0311615 | val_loss: 0.0311707 | Time: 4735.99 ms [2022-04-20 01:21:44 main:574] : INFO : Epoch 1852 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 4757.54 ms [2022-04-20 01:21:49 main:574] : INFO : Epoch 1853 | loss: 0.0311619 | val_loss: 0.0311704 | Time: 4755.13 ms [2022-04-20 01:21:54 main:574] : INFO : Epoch 1854 | loss: 0.0311616 | val_loss: 0.0311709 | Time: 4782.26 ms [2022-04-20 01:21:58 main:574] : INFO : Epoch 1855 | loss: 0.0311634 | val_loss: 0.0311752 | Time: 4704.18 ms [2022-04-20 01:22:03 main:574] : INFO : Epoch 1856 | loss: 0.0311643 | val_loss: 0.0311717 | Time: 4732.68 ms [2022-04-20 01:22:08 main:574] : INFO : Epoch 1857 | loss: 0.0311629 | val_loss: 0.0311707 | Time: 4762.66 ms [2022-04-20 01:22:13 main:574] : INFO : Epoch 1858 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 4760.04 ms [2022-04-20 01:22:17 main:574] : INFO : Epoch 1859 | loss: 0.0311607 | val_loss: 0.0311709 | Time: 4769.42 ms [2022-04-20 01:22:22 main:574] : INFO : Epoch 1860 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 4812.7 ms [2022-04-20 01:22:27 main:574] : INFO : Epoch 1861 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 4719.66 ms [2022-04-20 01:22:32 main:574] : INFO : Epoch 1862 | loss: 0.0311609 | val_loss: 0.0311704 | Time: 4766.14 ms [2022-04-20 01:22:36 main:574] : INFO : Epoch 1863 | loss: 0.0311641 | val_loss: 0.0311762 | Time: 4719.65 ms [2022-04-20 01:22:41 main:574] : INFO : Epoch 1864 | loss: 0.0311619 | val_loss: 0.0311699 | Time: 4769.81 ms [2022-04-20 01:22:46 main:574] : INFO : Epoch 1865 | loss: 0.0311607 | val_loss: 0.0311718 | Time: 4745.01 ms [2022-04-20 01:22:51 main:574] : INFO : Epoch 1866 | loss: 0.0311601 | val_loss: 0.0311705 | Time: 4748.51 ms [2022-04-20 01:22:55 main:574] : INFO : Epoch 1867 | loss: 0.0311603 | val_loss: 0.0311719 | Time: 4761.1 ms [2022-04-20 01:23:00 main:574] : INFO : Epoch 1868 | loss: 0.031161 | val_loss: 0.031176 | Time: 4747.83 ms [2022-04-20 01:23:05 main:574] : INFO : Epoch 1869 | loss: 0.0311627 | val_loss: 0.0311704 | Time: 4787.06 ms [2022-04-20 01:23:10 main:574] : INFO : Epoch 1870 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 4804.92 ms [2022-04-20 01:23:14 main:574] : INFO : Epoch 1871 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 4677.6 ms [2022-04-20 01:23:19 main:574] : INFO : Epoch 1872 | loss: 0.0311625 | val_loss: 0.0311707 | Time: 4754.54 ms [2022-04-20 01:23:24 main:574] : INFO : Epoch 1873 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 4779.63 ms [2022-04-20 01:23:29 main:574] : INFO : Epoch 1874 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 4773.46 ms [2022-04-20 01:23:34 main:574] : INFO : Epoch 1875 | loss: 0.0311618 | val_loss: 0.0311718 | Time: 4781.88 ms [2022-04-20 01:23:38 main:574] : INFO : Epoch 1876 | loss: 0.0311609 | val_loss: 0.0311727 | Time: 4746.89 ms [2022-04-20 01:23:43 main:574] : INFO : Epoch 1877 | loss: 0.0311601 | val_loss: 0.0311721 | Time: 4766.4 ms [2022-04-20 01:23:48 main:574] : INFO : Epoch 1878 | loss: 0.0311596 | val_loss: 0.03117 | Time: 4772.51 ms [2022-04-20 01:23:53 main:574] : INFO : Epoch 1879 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 4725.61 ms [2022-04-20 01:23:57 main:574] : INFO : Epoch 1880 | loss: 0.0311594 | val_loss: 0.0311721 | Time: 4763.51 ms [2022-04-20 01:24:02 main:574] : INFO : Epoch 1881 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 4762.33 ms [2022-04-20 01:24:07 main:574] : INFO : Epoch 1882 | loss: 0.0311613 | val_loss: 0.0311697 | Time: 4730.26 ms [2022-04-20 01:24:12 main:574] : INFO : Epoch 1883 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 4803.42 ms [2022-04-20 01:24:16 main:574] : INFO : Epoch 1884 | loss: 0.0311603 | val_loss: 0.0311701 | Time: 4775.36 ms [2022-04-20 01:24:21 main:574] : INFO : Epoch 1885 | loss: 0.0311596 | val_loss: 0.0311698 | Time: 4769.53 ms [2022-04-20 01:24:26 main:574] : INFO : Epoch 1886 | loss: 0.0311588 | val_loss: 0.0311696 | Time: 4765.04 ms [2022-04-20 01:24:31 main:574] : INFO : Epoch 1887 | loss: 0.0311593 | val_loss: 0.0311697 | Time: 4794.05 ms [2022-04-20 01:24:36 main:574] : INFO : Epoch 1888 | loss: 0.0311593 | val_loss: 0.0311712 | Time: 4744.61 ms [2022-04-20 01:24:40 main:574] : INFO : Epoch 1889 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 4744.02 ms [2022-04-20 01:24:45 main:574] : INFO : Epoch 1890 | loss: 0.0311593 | val_loss: 0.0311696 | Time: 4818.22 ms [2022-04-20 01:24:50 main:574] : INFO : Epoch 1891 | loss: 0.0311589 | val_loss: 0.0311696 | Time: 4761.23 ms [2022-04-20 01:24:55 main:574] : INFO : Epoch 1892 | loss: 0.0311589 | val_loss: 0.0311705 | Time: 4717.77 ms [2022-04-20 01:24:59 main:574] : INFO : Epoch 1893 | loss: 0.031158 | val_loss: 0.0311697 | Time: 4773.01 ms [2022-04-20 01:25:04 main:574] : INFO : Epoch 1894 | loss: 0.0311586 | val_loss: 0.03117 | Time: 4768.44 ms [2022-04-20 01:25:09 main:574] : INFO : Epoch 1895 | loss: 0.0311592 | val_loss: 0.0311704 | Time: 4731.11 ms [2022-04-20 01:25:14 main:574] : INFO : Epoch 1896 | loss: 0.0311601 | val_loss: 0.0311749 | Time: 4758.31 ms [2022-04-20 01:25:18 main:574] : INFO : Epoch 1897 | loss: 0.0311596 | val_loss: 0.0311711 | Time: 4780.5 ms [2022-04-20 01:25:23 main:574] : INFO : Epoch 1898 | loss: 0.0311602 | val_loss: 0.0311693 | Time: 4760.05 ms [2022-04-20 01:25:28 main:574] : INFO : Epoch 1899 | loss: 0.0311583 | val_loss: 0.0311705 | Time: 4694.58 ms [2022-04-20 01:25:33 main:574] : INFO : Epoch 1900 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 4813.85 ms [2022-04-20 01:25:37 main:574] : INFO : Epoch 1901 | loss: 0.0311601 | val_loss: 0.0311717 | Time: 4800.5 ms [2022-04-20 01:25:42 main:574] : INFO : Epoch 1902 | loss: 0.0311589 | val_loss: 0.0311699 | Time: 4822.26 ms [2022-04-20 01:25:47 main:574] : INFO : Epoch 1903 | loss: 0.0311589 | val_loss: 0.03117 | Time: 4775.24 ms [2022-04-20 01:25:52 main:574] : INFO : Epoch 1904 | loss: 0.0311585 | val_loss: 0.03117 | Time: 4809.74 ms [2022-04-20 01:25:57 main:574] : INFO : Epoch 1905 | loss: 0.0311583 | val_loss: 0.0311711 | Time: 4770.28 ms [2022-04-20 01:26:01 main:574] : INFO : Epoch 1906 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 4791.61 ms [2022-04-20 01:26:06 main:574] : INFO : Epoch 1907 | loss: 0.0311587 | val_loss: 0.031171 | Time: 4770.47 ms [2022-04-20 01:26:11 main:574] : INFO : Epoch 1908 | loss: 0.0311575 | val_loss: 0.0311694 | Time: 4817.87 ms [2022-04-20 01:26:16 main:574] : INFO : Epoch 1909 | loss: 0.031158 | val_loss: 0.0311696 | Time: 4789.17 ms [2022-04-20 01:26:21 main:574] : INFO : Epoch 1910 | loss: 0.031158 | val_loss: 0.0311695 | Time: 4775.84 ms [2022-04-20 01:26:25 main:574] : INFO : Epoch 1911 | loss: 0.0311577 | val_loss: 0.03117 | Time: 4763.92 ms [2022-04-20 01:26:30 main:574] : INFO : Epoch 1912 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 4767.26 ms [2022-04-20 01:26:35 main:574] : INFO : Epoch 1913 | loss: 0.0311582 | val_loss: 0.0311708 | Time: 4780.96 ms [2022-04-20 01:26:40 main:574] : INFO : Epoch 1914 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 4774.7 ms [2022-04-20 01:26:45 main:574] : INFO : Epoch 1915 | loss: 0.0311581 | val_loss: 0.0311689 | Time: 4760.49 ms [2022-04-20 01:26:49 main:574] : INFO : Epoch 1916 | loss: 0.0311572 | val_loss: 0.0311689 | Time: 4786.67 ms [2022-04-20 01:26:54 main:574] : INFO : Epoch 1917 | loss: 0.0311566 | val_loss: 0.031174 | Time: 4744.18 ms [2022-04-20 01:26:59 main:574] : INFO : Epoch 1918 | loss: 0.0311592 | val_loss: 0.0311717 | Time: 4793.53 ms [2022-04-20 01:27:04 main:574] : INFO : Epoch 1919 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 4772 ms [2022-04-20 01:27:08 main:574] : INFO : Epoch 1920 | loss: 0.031158 | val_loss: 0.0311685 | Time: 4818.45 ms [2022-04-20 01:27:13 main:574] : INFO : Epoch 1921 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 4793.6 ms [2022-04-20 01:27:18 main:574] : INFO : Epoch 1922 | loss: 0.0311563 | val_loss: 0.0311684 | Time: 4759.51 ms [2022-04-20 01:27:23 main:574] : INFO : Epoch 1923 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 4769.28 ms [2022-04-20 01:27:28 main:574] : INFO : Epoch 1924 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 4827.67 ms [2022-04-20 01:27:32 main:574] : INFO : Epoch 1925 | loss: 0.0311562 | val_loss: 0.0311702 | Time: 4727.9 ms [2022-04-20 01:27:37 main:574] : INFO : Epoch 1926 | loss: 0.031156 | val_loss: 0.0311686 | Time: 4755.93 ms [2022-04-20 01:27:42 main:574] : INFO : Epoch 1927 | loss: 0.0311556 | val_loss: 0.0311692 | Time: 4788.76 ms [2022-04-20 01:27:47 main:574] : INFO : Epoch 1928 | loss: 0.0311575 | val_loss: 0.0311751 | Time: 4812.94 ms [2022-04-20 01:27:52 main:574] : INFO : Epoch 1929 | loss: 0.0311567 | val_loss: 0.0311685 | Time: 4791.92 ms [2022-04-20 01:27:56 main:574] : INFO : Epoch 1930 | loss: 0.0311564 | val_loss: 0.0311699 | Time: 4777.22 ms [2022-04-20 01:28:01 main:574] : INFO : Epoch 1931 | loss: 0.0311569 | val_loss: 0.0311687 | Time: 4750.85 ms [2022-04-20 01:28:06 main:574] : INFO : Epoch 1932 | loss: 0.0311579 | val_loss: 0.0311694 | Time: 4723.84 ms [2022-04-20 01:28:11 main:574] : INFO : Epoch 1933 | loss: 0.0311556 | val_loss: 0.03117 | Time: 4842 ms [2022-04-20 01:28:15 main:574] : INFO : Epoch 1934 | loss: 0.0311551 | val_loss: 0.0311686 | Time: 4775.28 ms [2022-04-20 01:28:20 main:574] : INFO : Epoch 1935 | loss: 0.0311565 | val_loss: 0.0311728 | Time: 4734.04 ms [2022-04-20 01:28:25 main:574] : INFO : Epoch 1936 | loss: 0.0311562 | val_loss: 0.0311694 | Time: 4757.55 ms [2022-04-20 01:28:30 main:574] : INFO : Epoch 1937 | loss: 0.0311577 | val_loss: 0.0311693 | Time: 4755.99 ms [2022-04-20 01:28:34 main:574] : INFO : Epoch 1938 | loss: 0.0311608 | val_loss: 0.0311707 | Time: 4814.63 ms [2022-04-20 01:28:39 main:574] : INFO : Epoch 1939 | loss: 0.0311583 | val_loss: 0.03117 | Time: 4785.29 ms [2022-04-20 01:28:44 main:574] : INFO : Epoch 1940 | loss: 0.0311553 | val_loss: 0.0311691 | Time: 4846.39 ms [2022-04-20 01:28:49 main:574] : INFO : Epoch 1941 | loss: 0.0311571 | val_loss: 0.0311732 | Time: 4757.03 ms [2022-04-20 01:28:54 main:574] : INFO : Epoch 1942 | loss: 0.0311561 | val_loss: 0.0311683 | Time: 4765.73 ms [2022-04-20 01:28:58 main:574] : INFO : Epoch 1943 | loss: 0.0311549 | val_loss: 0.0311697 | Time: 4788.49 ms [2022-04-20 01:29:03 main:574] : INFO : Epoch 1944 | loss: 0.0311547 | val_loss: 0.0311685 | Time: 4760.84 ms [2022-04-20 01:29:08 main:574] : INFO : Epoch 1945 | loss: 0.0311558 | val_loss: 0.0311706 | Time: 4792.06 ms [2022-04-20 01:29:13 main:574] : INFO : Epoch 1946 | loss: 0.0311674 | val_loss: 0.0311943 | Time: 4806.12 ms [2022-04-20 01:29:18 main:574] : INFO : Epoch 1947 | loss: 0.03121 | val_loss: 0.0312058 | Time: 4752.47 ms [2022-04-20 01:29:22 main:574] : INFO : Epoch 1948 | loss: 0.0312101 | val_loss: 0.0312044 | Time: 4722.66 ms [2022-04-20 01:29:27 main:574] : INFO : Epoch 1949 | loss: 0.0312044 | val_loss: 0.0311935 | Time: 4762.26 ms [2022-04-20 01:29:32 main:574] : INFO : Epoch 1950 | loss: 0.0311977 | val_loss: 0.0311922 | Time: 4821.47 ms [2022-04-20 01:29:37 main:574] : INFO : Epoch 1951 | loss: 0.0311937 | val_loss: 0.0311886 | Time: 4778.85 ms [2022-04-20 01:29:41 main:574] : INFO : Epoch 1952 | loss: 0.0311911 | val_loss: 0.0311868 | Time: 4748.32 ms [2022-04-20 01:29:46 main:574] : INFO : Epoch 1953 | loss: 0.03119 | val_loss: 0.0311854 | Time: 4787.52 ms [2022-04-20 01:29:51 main:574] : INFO : Epoch 1954 | loss: 0.0311881 | val_loss: 0.0311831 | Time: 4755.59 ms [2022-04-20 01:29:56 main:574] : INFO : Epoch 1955 | loss: 0.0311871 | val_loss: 0.0311821 | Time: 4794.21 ms [2022-04-20 01:30:01 main:574] : INFO : Epoch 1956 | loss: 0.0311864 | val_loss: 0.0311829 | Time: 4769.23 ms [2022-04-20 01:30:05 main:574] : INFO : Epoch 1957 | loss: 0.0311858 | val_loss: 0.0311806 | Time: 4779.45 ms [2022-04-20 01:30:10 main:574] : INFO : Epoch 1958 | loss: 0.031184 | val_loss: 0.0311803 | Time: 4762.88 ms [2022-04-20 01:30:15 main:574] : INFO : Epoch 1959 | loss: 0.0311828 | val_loss: 0.0311792 | Time: 4744.31 ms [2022-04-20 01:30:20 main:574] : INFO : Epoch 1960 | loss: 0.0311832 | val_loss: 0.031183 | Time: 4799.35 ms [2022-04-20 01:30:24 main:574] : INFO : Epoch 1961 | loss: 0.0311842 | val_loss: 0.0311819 | Time: 4745.01 ms [2022-04-20 01:30:29 main:574] : INFO : Epoch 1962 | loss: 0.0311823 | val_loss: 0.0311775 | Time: 4769.93 ms [2022-04-20 01:30:34 main:574] : INFO : Epoch 1963 | loss: 0.0311819 | val_loss: 0.031177 | Time: 4789.28 ms [2022-04-20 01:30:39 main:574] : INFO : Epoch 1964 | loss: 0.0311806 | val_loss: 0.0311791 | Time: 4768.42 ms [2022-04-20 01:30:44 main:574] : INFO : Epoch 1965 | loss: 0.0311805 | val_loss: 0.0311762 | Time: 4742.14 ms [2022-04-20 01:30:48 main:574] : INFO : Epoch 1966 | loss: 0.0311793 | val_loss: 0.0311764 | Time: 4763.36 ms [2022-04-20 01:30:53 main:574] : INFO : Epoch 1967 | loss: 0.0311804 | val_loss: 0.0311848 | Time: 4742.64 ms [2022-04-20 01:30:58 main:574] : INFO : Epoch 1968 | loss: 0.031183 | val_loss: 0.0311827 | Time: 4776.64 ms [2022-04-20 01:31:03 main:574] : INFO : Epoch 1969 | loss: 0.0311813 | val_loss: 0.0311753 | Time: 4783.9 ms [2022-04-20 01:31:07 main:574] : INFO : Epoch 1970 | loss: 0.0311793 | val_loss: 0.0311759 | Time: 4754.94 ms [2022-04-20 01:31:12 main:574] : INFO : Epoch 1971 | loss: 0.0311805 | val_loss: 0.0311749 | Time: 4745.82 ms [2022-04-20 01:31:17 main:574] : INFO : Epoch 1972 | loss: 0.0311778 | val_loss: 0.0311757 | Time: 4743.66 ms [2022-04-20 01:31:22 main:574] : INFO : Epoch 1973 | loss: 0.0311778 | val_loss: 0.0311762 | Time: 4720.23 ms [2022-04-20 01:31:26 main:574] : INFO : Epoch 1974 | loss: 0.0311771 | val_loss: 0.0311748 | Time: 4726.4 ms [2022-04-20 01:31:31 main:574] : INFO : Epoch 1975 | loss: 0.0311774 | val_loss: 0.031175 | Time: 4755.07 ms [2022-04-20 01:31:36 main:574] : INFO : Epoch 1976 | loss: 0.0311773 | val_loss: 0.031177 | Time: 4749.52 ms [2022-04-20 01:31:41 main:574] : INFO : Epoch 1977 | loss: 0.031177 | val_loss: 0.0311755 | Time: 4752.94 ms [2022-04-20 01:31:45 main:574] : INFO : Epoch 1978 | loss: 0.0311768 | val_loss: 0.0311751 | Time: 4791.51 ms [2022-04-20 01:31:50 main:574] : INFO : Epoch 1979 | loss: 0.0311758 | val_loss: 0.0311743 | Time: 4784.83 ms [2022-04-20 01:31:55 main:574] : INFO : Epoch 1980 | loss: 0.031176 | val_loss: 0.0311735 | Time: 4733.47 ms [2022-04-20 01:32:00 main:574] : INFO : Epoch 1981 | loss: 0.0311754 | val_loss: 0.0311731 | Time: 4801.4 ms [2022-04-20 01:32:04 main:574] : INFO : Epoch 1982 | loss: 0.0311757 | val_loss: 0.0311754 | Time: 4734.42 ms [2022-04-20 01:32:09 main:574] : INFO : Epoch 1983 | loss: 0.0311776 | val_loss: 0.0311805 | Time: 4725.74 ms [2022-04-20 01:32:14 main:574] : INFO : Epoch 1984 | loss: 0.0311798 | val_loss: 0.0311773 | Time: 4779.4 ms [2022-04-20 01:32:19 main:574] : INFO : Epoch 1985 | loss: 0.0311767 | val_loss: 0.0311736 | Time: 4764.63 ms [2022-04-20 01:32:24 main:574] : INFO : Epoch 1986 | loss: 0.0311745 | val_loss: 0.0311734 | Time: 4769.34 ms [2022-04-20 01:32:28 main:574] : INFO : Epoch 1987 | loss: 0.0311756 | val_loss: 0.0311733 | Time: 4772.94 ms [2022-04-20 01:32:33 main:574] : INFO : Epoch 1988 | loss: 0.0311759 | val_loss: 0.0311733 | Time: 4764.9 ms [2022-04-20 01:32:38 main:574] : INFO : Epoch 1989 | loss: 0.0311743 | val_loss: 0.0311734 | Time: 4743.84 ms [2022-04-20 01:32:43 main:574] : INFO : Epoch 1990 | loss: 0.0311744 | val_loss: 0.0311734 | Time: 4743.33 ms [2022-04-20 01:32:47 main:574] : INFO : Epoch 1991 | loss: 0.031175 | val_loss: 0.0311739 | Time: 4733.42 ms [2022-04-20 01:32:52 main:574] : INFO : Epoch 1992 | loss: 0.0311742 | val_loss: 0.0311741 | Time: 4729.03 ms [2022-04-20 01:32:57 main:574] : INFO : Epoch 1993 | loss: 0.0311743 | val_loss: 0.0311727 | Time: 4733.24 ms [2022-04-20 01:33:01 main:574] : INFO : Epoch 1994 | loss: 0.0311734 | val_loss: 0.0311728 | Time: 4704.78 ms [2022-04-20 01:33:06 main:574] : INFO : Epoch 1995 | loss: 0.0311738 | val_loss: 0.0311771 | Time: 4748.79 ms [2022-04-20 01:33:11 main:574] : INFO : Epoch 1996 | loss: 0.031175 | val_loss: 0.031173 | Time: 4791.29 ms [2022-04-20 01:33:16 main:574] : INFO : Epoch 1997 | loss: 0.031176 | val_loss: 0.0311776 | Time: 4710.55 ms [2022-04-20 01:33:21 main:574] : INFO : Epoch 1998 | loss: 0.0311763 | val_loss: 0.0311733 | Time: 4804.55 ms [2022-04-20 01:33:25 main:574] : INFO : Epoch 1999 | loss: 0.0311737 | val_loss: 0.0311725 | Time: 4731.2 ms [2022-04-20 01:33:30 main:574] : INFO : Epoch 2000 | loss: 0.0311736 | val_loss: 0.0311759 | Time: 4756.78 ms [2022-04-20 01:33:35 main:574] : INFO : Epoch 2001 | loss: 0.0311738 | val_loss: 0.031174 | Time: 4816.29 ms [2022-04-20 01:33:40 main:574] : INFO : Epoch 2002 | loss: 0.0311734 | val_loss: 0.0311736 | Time: 4757.91 ms [2022-04-20 01:33:44 main:574] : INFO : Epoch 2003 | loss: 0.0311731 | val_loss: 0.0311732 | Time: 4736.94 ms [2022-04-20 01:33:49 main:574] : INFO : Epoch 2004 | loss: 0.0311725 | val_loss: 0.0311733 | Time: 4789.87 ms [2022-04-20 01:33:54 main:574] : INFO : Epoch 2005 | loss: 0.0311722 | val_loss: 0.0311721 | Time: 4714.5 ms [2022-04-20 01:33:59 main:574] : INFO : Epoch 2006 | loss: 0.0311726 | val_loss: 0.0311726 | Time: 4786.93 ms [2022-04-20 01:34:03 main:574] : INFO : Epoch 2007 | loss: 0.031173 | val_loss: 0.0311737 | Time: 4773.42 ms [2022-04-20 01:34:08 main:574] : INFO : Epoch 2008 | loss: 0.031173 | val_loss: 0.0311732 | Time: 4765.75 ms [2022-04-20 01:34:13 main:574] : INFO : Epoch 2009 | loss: 0.0311726 | val_loss: 0.0311727 | Time: 4745.11 ms [2022-04-20 01:34:18 main:574] : INFO : Epoch 2010 | loss: 0.0311729 | val_loss: 0.0311723 | Time: 4735.91 ms [2022-04-20 01:34:22 main:574] : INFO : Epoch 2011 | loss: 0.0311718 | val_loss: 0.0311725 | Time: 4727.56 ms [2022-04-20 01:34:27 main:574] : INFO : Epoch 2012 | loss: 0.0311714 | val_loss: 0.031172 | Time: 4716 ms [2022-04-20 01:34:32 main:574] : INFO : Epoch 2013 | loss: 0.0311716 | val_loss: 0.0311727 | Time: 4759.41 ms [2022-04-20 01:34:37 main:574] : INFO : Epoch 2014 | loss: 0.0311731 | val_loss: 0.0311724 | Time: 4744.35 ms [2022-04-20 01:34:41 main:574] : INFO : Epoch 2015 | loss: 0.0311717 | val_loss: 0.0311725 | Time: 4770.26 ms [2022-04-20 01:34:46 main:574] : INFO : Epoch 2016 | loss: 0.031172 | val_loss: 0.0311718 | Time: 4791.31 ms [2022-04-20 01:34:51 main:574] : INFO : Epoch 2017 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 4747.34 ms [2022-04-20 01:34:56 main:574] : INFO : Epoch 2018 | loss: 0.0311732 | val_loss: 0.0311725 | Time: 4647.54 ms [2022-04-20 01:35:00 main:574] : INFO : Epoch 2019 | loss: 0.0311727 | val_loss: 0.0311728 | Time: 4738.63 ms [2022-04-20 01:35:05 main:574] : INFO : Epoch 2020 | loss: 0.0311727 | val_loss: 0.0311747 | Time: 4773.2 ms [2022-04-20 01:35:10 main:574] : INFO : Epoch 2021 | loss: 0.0311718 | val_loss: 0.031173 | Time: 4752.64 ms [2022-04-20 01:35:15 main:574] : INFO : Epoch 2022 | loss: 0.0311723 | val_loss: 0.0311723 | Time: 4751.36 ms [2022-04-20 01:35:19 main:574] : INFO : Epoch 2023 | loss: 0.0311709 | val_loss: 0.0311757 | Time: 4767.89 ms [2022-04-20 01:35:24 main:574] : INFO : Epoch 2024 | loss: 0.0311714 | val_loss: 0.0311736 | Time: 4757.8 ms [2022-04-20 01:35:29 main:574] : INFO : Epoch 2025 | loss: 0.0311719 | val_loss: 0.0311743 | Time: 4674.06 ms [2022-04-20 01:35:34 main:574] : INFO : Epoch 2026 | loss: 0.0311728 | val_loss: 0.0311743 | Time: 4799.84 ms [2022-04-20 01:35:38 main:574] : INFO : Epoch 2027 | loss: 0.031171 | val_loss: 0.0311736 | Time: 4708.38 ms [2022-04-20 01:35:43 main:574] : INFO : Epoch 2028 | loss: 0.0311715 | val_loss: 0.0311729 | Time: 4705.14 ms [2022-04-20 01:35:48 main:574] : INFO : Epoch 2029 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 4723.9 ms [2022-04-20 01:35:53 main:574] : INFO : Epoch 2030 | loss: 0.031171 | val_loss: 0.0311779 | Time: 4706.95 ms [2022-04-20 01:35:57 main:574] : INFO : Epoch 2031 | loss: 0.0311706 | val_loss: 0.0311727 | Time: 4771.13 ms [2022-04-20 01:36:02 main:574] : INFO : Epoch 2032 | loss: 0.03117 | val_loss: 0.0311729 | Time: 4733.53 ms [2022-04-20 01:36:07 main:574] : INFO : Epoch 2033 | loss: 0.0311702 | val_loss: 0.0311786 | Time: 4790.19 ms [2022-04-20 01:36:12 main:574] : INFO : Epoch 2034 | loss: 0.0311733 | val_loss: 0.0311821 | Time: 4749.59 ms [2022-04-20 01:36:16 main:574] : INFO : Epoch 2035 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 4733.88 ms [2022-04-20 01:36:21 main:574] : INFO : Epoch 2036 | loss: 0.0311699 | val_loss: 0.0311792 | Time: 4808.75 ms [2022-04-20 01:36:26 main:574] : INFO : Epoch 2037 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 4780.1 ms [2022-04-20 01:36:31 main:574] : INFO : Epoch 2038 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 4727.41 ms [2022-04-20 01:36:35 main:574] : INFO : Epoch 2039 | loss: 0.0311713 | val_loss: 0.0311763 | Time: 4763.8 ms [2022-04-20 01:36:40 main:574] : INFO : Epoch 2040 | loss: 0.0311694 | val_loss: 0.0311751 | Time: 4783.22 ms [2022-04-20 01:36:45 main:574] : INFO : Epoch 2041 | loss: 0.03117 | val_loss: 0.0311816 | Time: 4766.33 ms [2022-04-20 01:36:50 main:574] : INFO : Epoch 2042 | loss: 0.031171 | val_loss: 0.0311801 | Time: 4723.18 ms [2022-04-20 01:36:55 main:574] : INFO : Epoch 2043 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 4759.01 ms [2022-04-20 01:36:59 main:574] : INFO : Epoch 2044 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 4769.26 ms [2022-04-20 01:37:04 main:574] : INFO : Epoch 2045 | loss: 0.0311696 | val_loss: 0.0311791 | Time: 4746.4 ms [2022-04-20 01:37:09 main:574] : INFO : Epoch 2046 | loss: 0.0311685 | val_loss: 0.0311879 | Time: 4757.29 ms [2022-04-20 01:37:14 main:574] : INFO : Epoch 2047 | loss: 0.0311687 | val_loss: 0.0311745 | Time: 4764.61 ms [2022-04-20 01:37:18 main:574] : INFO : Epoch 2048 | loss: 0.0311706 | val_loss: 0.03119 | Time: 4791.2 ms [2022-04-20 01:37:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03119 [2022-04-20 01:37:18 main:603] : INFO : Saving end state to config to file [2022-04-20 01:37:18 main:608] : INFO : Success, exiting.. 01:37:18 (1572): 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)