Task 14231561
| Name | ParityModified-1647042136-15933-3-0_0 |
| Workunit | 11289797 |
| Created | 2 Apr 2022, 6:06:26 UTC |
| Sent | 6 Apr 2022, 13:17:24 UTC |
| Report deadline | 14 Apr 2022, 13:17:24 UTC |
| Received | 6 Apr 2022, 21:22:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19907 |
| Run time | 2 hours 51 min 6 sec |
| CPU time | 2 hours 31 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311865 | val_loss: 0.0311893 | Time: 4892.86 ms
[2022-04-06 16:39:35 main:574] : INFO : Epoch 1543 | loss: 0.0311896 | val_loss: 0.0311939 | Time: 5067.98 ms
[2022-04-06 16:39:40 main:574] : INFO : Epoch 1544 | loss: 0.0311856 | val_loss: 0.0311901 | Time: 4956.55 ms
[2022-04-06 16:39:45 main:574] : INFO : Epoch 1545 | loss: 0.0311856 | val_loss: 0.0311856 | Time: 5149.4 ms
[2022-04-06 16:39:50 main:574] : INFO : Epoch 1546 | loss: 0.0311832 | val_loss: 0.031187 | Time: 5068.93 ms
[2022-04-06 16:39:55 main:574] : INFO : Epoch 1547 | loss: 0.0311851 | val_loss: 0.0311902 | Time: 5089.77 ms
[2022-04-06 16:40:00 main:574] : INFO : Epoch 1548 | loss: 0.0311841 | val_loss: 0.0311886 | Time: 4985.61 ms
[2022-04-06 16:40:05 main:574] : INFO : Epoch 1549 | loss: 0.0311846 | val_loss: 0.0311888 | Time: 4983.92 ms
[2022-04-06 16:40:11 main:574] : INFO : Epoch 1550 | loss: 0.0311839 | val_loss: 0.0311875 | Time: 5241.05 ms
[2022-04-06 16:40:16 main:574] : INFO : Epoch 1551 | loss: 0.0311832 | val_loss: 0.0311887 | Time: 5022.77 ms
[2022-04-06 16:40:21 main:574] : INFO : Epoch 1552 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 4938.1 ms
[2022-04-06 16:40:25 main:574] : INFO : Epoch 1553 | loss: 0.0311832 | val_loss: 0.0311885 | Time: 4908.72 ms
[2022-04-06 16:40:30 main:574] : INFO : Epoch 1554 | loss: 0.0311831 | val_loss: 0.0311852 | Time: 4943.36 ms
[2022-04-06 16:40:35 main:574] : INFO : Epoch 1555 | loss: 0.031183 | val_loss: 0.0311848 | Time: 4915.44 ms
[2022-04-06 16:40:40 main:574] : INFO : Epoch 1556 | loss: 0.0311819 | val_loss: 0.0311859 | Time: 4851.78 ms
[2022-04-06 16:40:45 main:574] : INFO : Epoch 1557 | loss: 0.031185 | val_loss: 0.031187 | Time: 4640.95 ms
[2022-04-06 16:40:50 main:574] : INFO : Epoch 1558 | loss: 0.0311839 | val_loss: 0.0311859 | Time: 4860.2 ms
[2022-04-06 16:40:54 main:574] : INFO : Epoch 1559 | loss: 0.0311874 | val_loss: 0.0311867 | Time: 4751.76 ms
[2022-04-06 16:40:59 main:574] : INFO : Epoch 1560 | loss: 0.0311835 | val_loss: 0.0311866 | Time: 4791.63 ms
[2022-04-06 16:41:04 main:574] : INFO : Epoch 1561 | loss: 0.031182 | val_loss: 0.0311842 | Time: 4668.45 ms
[2022-04-06 16:41:08 main:574] : INFO : Epoch 1562 | loss: 0.0311827 | val_loss: 0.0311841 | Time: 4471.95 ms
[2022-04-06 16:41:13 main:574] : INFO : Epoch 1563 | loss: 0.0311815 | val_loss: 0.031187 | Time: 4348.69 ms
[2022-04-06 16:41:17 main:574] : INFO : Epoch 1564 | loss: 0.031182 | val_loss: 0.0311852 | Time: 4343.11 ms
[2022-04-06 16:41:22 main:574] : INFO : Epoch 1565 | loss: 0.0311816 | val_loss: 0.0311848 | Time: 4328.4 ms
[2022-04-06 16:41:26 main:574] : INFO : Epoch 1566 | loss: 0.0311822 | val_loss: 0.0311865 | Time: 4316.93 ms
[2022-04-06 16:41:30 main:574] : INFO : Epoch 1567 | loss: 0.0311831 | val_loss: 0.0311876 | Time: 4574.42 ms
[2022-04-06 16:41:35 main:574] : INFO : Epoch 1568 | loss: 0.0311817 | val_loss: 0.0311864 | Time: 4772.19 ms
[2022-04-06 16:41:40 main:574] : INFO : Epoch 1569 | loss: 0.0311823 | val_loss: 0.0311912 | Time: 4916.05 ms
[2022-04-06 16:41:45 main:574] : INFO : Epoch 1570 | loss: 0.0311856 | val_loss: 0.0311852 | Time: 5092.09 ms
[2022-04-06 16:41:50 main:574] : INFO : Epoch 1571 | loss: 0.0311818 | val_loss: 0.0311863 | Time: 5114.59 ms
[2022-04-06 16:41:55 main:574] : INFO : Epoch 1572 | loss: 0.0311822 | val_loss: 0.0311847 | Time: 5077.76 ms
[2022-04-06 16:42:01 main:574] : INFO : Epoch 1573 | loss: 0.031182 | val_loss: 0.0311851 | Time: 5152.1 ms
[2022-04-06 16:42:06 main:574] : INFO : Epoch 1574 | loss: 0.0311824 | val_loss: 0.0311878 | Time: 5000.17 ms
[2022-04-06 16:42:11 main:574] : INFO : Epoch 1575 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 4954.95 ms
[2022-04-06 16:42:16 main:574] : INFO : Epoch 1576 | loss: 0.0311819 | val_loss: 0.0311861 | Time: 5018.33 ms
[2022-04-06 16:42:21 main:574] : INFO : Epoch 1577 | loss: 0.0311827 | val_loss: 0.0311867 | Time: 4945.61 ms
[2022-04-06 16:42:26 main:574] : INFO : Epoch 1578 | loss: 0.0311821 | val_loss: 0.0311865 | Time: 5057.48 ms
[2022-04-06 16:42:31 main:574] : INFO : Epoch 1579 | loss: 0.0311837 | val_loss: 0.0311911 | Time: 5102.84 ms
[2022-04-06 16:42:36 main:574] : INFO : Epoch 1580 | loss: 0.0311836 | val_loss: 0.0311877 | Time: 4846.26 ms
[2022-04-06 16:42:41 main:574] : INFO : Epoch 1581 | loss: 0.0311828 | val_loss: 0.0311868 | Time: 4927.79 ms
[2022-04-06 16:42:45 main:574] : INFO : Epoch 1582 | loss: 0.0311808 | val_loss: 0.031186 | Time: 4938.56 ms
[2022-04-06 16:42:50 main:574] : INFO : Epoch 1583 | loss: 0.0311821 | val_loss: 0.0311863 | Time: 4908.36 ms
[2022-04-06 16:42:56 main:574] : INFO : Epoch 1584 | loss: 0.0311824 | val_loss: 0.0311868 | Time: 5337.62 ms
[2022-04-06 16:43:01 main:574] : INFO : Epoch 1585 | loss: 0.0311853 | val_loss: 0.0311906 | Time: 5054.1 ms
[2022-04-06 16:43:06 main:574] : INFO : Epoch 1586 | loss: 0.031184 | val_loss: 0.0311887 | Time: 5006.99 ms
[2022-04-06 16:43:11 main:574] : INFO : Epoch 1587 | loss: 0.0311816 | val_loss: 0.031186 | Time: 4959.33 ms
[2022-04-06 16:43:16 main:574] : INFO : Epoch 1588 | loss: 0.0311813 | val_loss: 0.0311881 | Time: 5028.02 ms
[2022-04-06 16:43:21 main:574] : INFO : Epoch 1589 | loss: 0.0311813 | val_loss: 0.0311878 | Time: 4894.87 ms
[2022-04-06 16:43:26 main:574] : INFO : Epoch 1590 | loss: 0.0311809 | val_loss: 0.0311865 | Time: 5097.84 ms
[2022-04-06 16:43:31 main:574] : INFO : Epoch 1591 | loss: 0.0311822 | val_loss: 0.0311872 | Time: 4946.92 ms
[2022-04-06 16:43:36 main:574] : INFO : Epoch 1592 | loss: 0.0311872 | val_loss: 0.0311909 | Time: 4810.93 ms
[2022-04-06 16:43:41 main:574] : INFO : Epoch 1593 | loss: 0.0311893 | val_loss: 0.0312078 | Time: 4822.95 ms
[2022-04-06 16:43:46 main:574] : INFO : Epoch 1594 | loss: 0.0311877 | val_loss: 0.0311872 | Time: 5304.1 ms
[2022-04-06 16:43:51 main:574] : INFO : Epoch 1595 | loss: 0.0311819 | val_loss: 0.0311859 | Time: 4924.83 ms
[2022-04-06 16:43:56 main:574] : INFO : Epoch 1596 | loss: 0.0311852 | val_loss: 0.0311936 | Time: 5197.01 ms
[2022-04-06 16:44:01 main:574] : INFO : Epoch 1597 | loss: 0.0311841 | val_loss: 0.0311856 | Time: 4919.99 ms
[2022-04-06 16:44:06 main:574] : INFO : Epoch 1598 | loss: 0.0311812 | val_loss: 0.0311872 | Time: 4866.79 ms
[2022-04-06 16:44:11 main:574] : INFO : Epoch 1599 | loss: 0.031182 | val_loss: 0.0311856 | Time: 4898.24 ms
[2022-04-06 16:44:16 main:574] : INFO : Epoch 1600 | loss: 0.0311825 | val_loss: 0.0311882 | Time: 4814.68 ms
[2022-04-06 16:44:20 main:574] : INFO : Epoch 1601 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 4851.88 ms
[2022-04-06 16:44:25 main:574] : INFO : Epoch 1602 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 4892.62 ms
[2022-04-06 16:44:30 main:574] : INFO : Epoch 1603 | loss: 0.0311812 | val_loss: 0.0311845 | Time: 4960.01 ms
[2022-04-06 16:44:35 main:574] : INFO : Epoch 1604 | loss: 0.031181 | val_loss: 0.0311858 | Time: 4886.76 ms
[2022-04-06 16:44:40 main:574] : INFO : Epoch 1605 | loss: 0.0311807 | val_loss: 0.0311841 | Time: 4774.9 ms
[2022-04-06 16:44:45 main:574] : INFO : Epoch 1606 | loss: 0.0311812 | val_loss: 0.031184 | Time: 4975.58 ms
[2022-04-06 16:44:50 main:574] : INFO : Epoch 1607 | loss: 0.0311812 | val_loss: 0.0311845 | Time: 4886.63 ms
[2022-04-06 16:44:55 main:574] : INFO : Epoch 1608 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 4971.84 ms
[2022-04-06 16:45:00 main:574] : INFO : Epoch 1609 | loss: 0.0311817 | val_loss: 0.0311895 | Time: 4949.2 ms
[2022-04-06 16:45:05 main:574] : INFO : Epoch 1610 | loss: 0.0311837 | val_loss: 0.0311862 | Time: 5035.46 ms
[2022-04-06 16:45:10 main:574] : INFO : Epoch 1611 | loss: 0.0311837 | val_loss: 0.0311919 | Time: 5015.61 ms
[2022-04-06 16:45:15 main:574] : INFO : Epoch 1612 | loss: 0.0311816 | val_loss: 0.0311862 | Time: 5127.5 ms
[2022-04-06 16:45:20 main:574] : INFO : Epoch 1613 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 5192.26 ms
[2022-04-06 16:45:25 main:574] : INFO : Epoch 1614 | loss: 0.0311808 | val_loss: 0.0311843 | Time: 5016.18 ms
[2022-04-06 16:45:30 main:574] : INFO : Epoch 1615 | loss: 0.0311815 | val_loss: 0.031187 | Time: 5190.92 ms
[2022-04-06 16:45:36 main:574] : INFO : Epoch 1616 | loss: 0.031183 | val_loss: 0.0311856 | Time: 5069.86 ms
[2022-04-06 16:45:41 main:574] : INFO : Epoch 1617 | loss: 0.0311829 | val_loss: 0.0311836 | Time: 5186.61 ms
[2022-04-06 16:45:46 main:574] : INFO : Epoch 1618 | loss: 0.031182 | val_loss: 0.0311839 | Time: 5321.5 ms
[2022-04-06 16:45:51 main:574] : INFO : Epoch 1619 | loss: 0.0311853 | val_loss: 0.0311872 | Time: 5141.47 ms
[2022-04-06 16:45:56 main:574] : INFO : Epoch 1620 | loss: 0.0311863 | val_loss: 0.0311866 | Time: 5072.75 ms
[2022-04-06 16:46:01 main:574] : INFO : Epoch 1621 | loss: 0.0311875 | val_loss: 0.031192 | Time: 5168.29 ms
[2022-04-06 16:46:06 main:574] : INFO : Epoch 1622 | loss: 0.031192 | val_loss: 0.031184 | Time: 4981.62 ms
[2022-04-06 16:46:11 main:574] : INFO : Epoch 1623 | loss: 0.0311876 | val_loss: 0.0311868 | Time: 4844.91 ms
[2022-04-06 16:46:16 main:574] : INFO : Epoch 1624 | loss: 0.031184 | val_loss: 0.0311844 | Time: 4962.13 ms
[2022-04-06 16:46:21 main:574] : INFO : Epoch 1625 | loss: 0.0311866 | val_loss: 0.031186 | Time: 4695.55 ms
[2022-04-06 16:46:26 main:574] : INFO : Epoch 1626 | loss: 0.0311864 | val_loss: 0.0311897 | Time: 4835.32 ms
[2022-04-06 16:46:31 main:574] : INFO : Epoch 1627 | loss: 0.0311824 | val_loss: 0.031183 | Time: 4941.37 ms
[2022-04-06 16:46:36 main:574] : INFO : Epoch 1628 | loss: 0.031182 | val_loss: 0.0311831 | Time: 4797.94 ms
[2022-04-06 16:46:40 main:574] : INFO : Epoch 1629 | loss: 0.0311816 | val_loss: 0.0311839 | Time: 4853.15 ms
[2022-04-06 16:46:45 main:574] : INFO : Epoch 1630 | loss: 0.031182 | val_loss: 0.0311829 | Time: 4923.36 ms
[2022-04-06 16:46:50 main:574] : INFO : Epoch 1631 | loss: 0.0311808 | val_loss: 0.0311834 | Time: 4805.92 ms
[2022-04-06 16:46:55 main:574] : INFO : Epoch 1632 | loss: 0.0311802 | val_loss: 0.031183 | Time: 4769.5 ms
[2022-04-06 16:47:00 main:574] : INFO : Epoch 1633 | loss: 0.0311808 | val_loss: 0.0311849 | Time: 4680.06 ms
[2022-04-06 16:47:04 main:574] : INFO : Epoch 1634 | loss: 0.0311805 | val_loss: 0.0311827 | Time: 4658.13 ms
[2022-04-06 16:47:09 main:574] : INFO : Epoch 1635 | loss: 0.0311828 | val_loss: 0.0311829 | Time: 4994.46 ms
[2022-04-06 16:47:14 main:574] : INFO : Epoch 1636 | loss: 0.0311872 | val_loss: 0.0311916 | Time: 4687.52 ms
[2022-04-06 16:47:19 main:574] : INFO : Epoch 1637 | loss: 0.0311876 | val_loss: 0.0311839 | Time: 4920.29 ms
[2022-04-06 16:47:24 main:574] : INFO : Epoch 1638 | loss: 0.0311814 | val_loss: 0.0311841 | Time: 4902.54 ms
[2022-04-06 16:47:29 main:574] : INFO : Epoch 1639 | loss: 0.0311818 | val_loss: 0.0311856 | Time: 4972.05 ms
[2022-04-06 16:47:34 main:574] : INFO : Epoch 1640 | loss: 0.0311834 | val_loss: 0.0311892 | Time: 4827.67 ms
[2022-04-06 16:47:39 main:574] : INFO : Epoch 1641 | loss: 0.031181 | val_loss: 0.0311824 | Time: 4867.35 ms
[2022-04-06 16:47:43 main:574] : INFO : Epoch 1642 | loss: 0.0311811 | val_loss: 0.031187 | Time: 4934.44 ms
[2022-04-06 16:47:48 main:574] : INFO : Epoch 1643 | loss: 0.0311809 | val_loss: 0.0311833 | Time: 4880.41 ms
[2022-04-06 16:47:53 main:574] : INFO : Epoch 1644 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 4879.43 ms
[2022-04-06 16:47:58 main:574] : INFO : Epoch 1645 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 4723.63 ms
[2022-04-06 16:48:03 main:574] : INFO : Epoch 1646 | loss: 0.0311809 | val_loss: 0.0311825 | Time: 4778.29 ms
[2022-04-06 16:48:08 main:574] : INFO : Epoch 1647 | loss: 0.0311868 | val_loss: 0.0311857 | Time: 4872.86 ms
[2022-04-06 16:48:13 main:574] : INFO : Epoch 1648 | loss: 0.031182 | val_loss: 0.0311827 | Time: 4857.06 ms
[2022-04-06 16:48:17 main:574] : INFO : Epoch 1649 | loss: 0.031182 | val_loss: 0.031184 | Time: 4868.38 ms
[2022-04-06 16:48:22 main:574] : INFO : Epoch 1650 | loss: 0.0311824 | val_loss: 0.0311837 | Time: 4906.8 ms
[2022-04-06 16:48:27 main:574] : INFO : Epoch 1651 | loss: 0.0311811 | val_loss: 0.0311851 | Time: 4695.64 ms
[2022-04-06 16:48:32 main:574] : INFO : Epoch 1652 | loss: 0.0311845 | val_loss: 0.0311877 | Time: 4836.5 ms
[2022-04-06 16:48:37 main:574] : INFO : Epoch 1653 | loss: 0.0311821 | val_loss: 0.0311825 | Time: 4701.49 ms
[2022-04-06 16:48:41 main:574] : INFO : Epoch 1654 | loss: 0.0311816 | val_loss: 0.0311841 | Time: 4827.66 ms
[2022-04-06 16:48:46 main:574] : INFO : Epoch 1655 | loss: 0.0311857 | val_loss: 0.0311843 | Time: 4748.25 ms
[2022-04-06 16:48:51 main:574] : INFO : Epoch 1656 | loss: 0.0311857 | val_loss: 0.0311867 | Time: 4732.62 ms
[2022-04-06 16:48:56 main:574] : INFO : Epoch 1657 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 4990.29 ms
[2022-04-06 16:49:01 main:574] : INFO : Epoch 1658 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 4718.05 ms
[2022-04-06 16:49:05 main:574] : INFO : Epoch 1659 | loss: 0.0311802 | val_loss: 0.0311819 | Time: 4733.3 ms
[2022-04-06 16:49:10 main:574] : INFO : Epoch 1660 | loss: 0.0311801 | val_loss: 0.0311819 | Time: 4751.36 ms
[2022-04-06 16:49:15 main:574] : INFO : Epoch 1661 | loss: 0.0311801 | val_loss: 0.0311818 | Time: 4740.17 ms
[2022-04-06 16:49:20 main:574] : INFO : Epoch 1662 | loss: 0.0311792 | val_loss: 0.0311826 | Time: 4826.56 ms
[2022-04-06 16:49:25 main:574] : INFO : Epoch 1663 | loss: 0.0311797 | val_loss: 0.0311933 | Time: 4819.65 ms
[2022-04-06 16:49:29 main:574] : INFO : Epoch 1664 | loss: 0.0311808 | val_loss: 0.0311832 | Time: 4830.89 ms
[2022-04-06 16:49:34 main:574] : INFO : Epoch 1665 | loss: 0.031179 | val_loss: 0.0311822 | Time: 4883.41 ms
[2022-04-06 16:49:39 main:574] : INFO : Epoch 1666 | loss: 0.0311801 | val_loss: 0.0311848 | Time: 4849.66 ms
[2022-04-06 16:49:44 main:574] : INFO : Epoch 1667 | loss: 0.0311799 | val_loss: 0.0311827 | Time: 4863.53 ms
[2022-04-06 16:49:49 main:574] : INFO : Epoch 1668 | loss: 0.0311792 | val_loss: 0.0311836 | Time: 4785.15 ms
[2022-04-06 16:49:54 main:574] : INFO : Epoch 1669 | loss: 0.0311804 | val_loss: 0.031182 | Time: 4819.39 ms
[2022-04-06 16:49:58 main:574] : INFO : Epoch 1670 | loss: 0.0311786 | val_loss: 0.0311824 | Time: 4773.86 ms
[2022-04-06 16:50:03 main:574] : INFO : Epoch 1671 | loss: 0.0311795 | val_loss: 0.0311821 | Time: 4899.67 ms
[2022-04-06 16:50:08 main:574] : INFO : Epoch 1672 | loss: 0.0311804 | val_loss: 0.0311815 | Time: 4818.03 ms
[2022-04-06 16:50:13 main:574] : INFO : Epoch 1673 | loss: 0.0311796 | val_loss: 0.0311826 | Time: 4818.22 ms
[2022-04-06 16:50:18 main:574] : INFO : Epoch 1674 | loss: 0.0311801 | val_loss: 0.0311829 | Time: 4978.53 ms
[2022-04-06 16:50:23 main:574] : INFO : Epoch 1675 | loss: 0.031179 | val_loss: 0.0311816 | Time: 4907.77 ms
[2022-04-06 16:50:28 main:574] : INFO : Epoch 1676 | loss: 0.0311791 | val_loss: 0.0311814 | Time: 4995.82 ms
[2022-04-06 16:50:33 main:574] : INFO : Epoch 1677 | loss: 0.0311804 | val_loss: 0.0311821 | Time: 4718.33 ms
[2022-04-06 16:50:38 main:574] : INFO : Epoch 1678 | loss: 0.031179 | val_loss: 0.0311817 | Time: 4954.59 ms
[2022-04-06 16:50:42 main:574] : INFO : Epoch 1679 | loss: 0.0311795 | val_loss: 0.0311851 | Time: 4874.34 ms
[2022-04-06 16:50:47 main:574] : INFO : Epoch 1680 | loss: 0.0311791 | val_loss: 0.0311869 | Time: 4817.97 ms
[2022-04-06 16:50:52 main:574] : INFO : Epoch 1681 | loss: 0.0311811 | val_loss: 0.0311824 | Time: 4775.41 ms
[2022-04-06 16:50:57 main:574] : INFO : Epoch 1682 | loss: 0.0311795 | val_loss: 0.031182 | Time: 4872.92 ms
[2022-04-06 16:51:02 main:574] : INFO : Epoch 1683 | loss: 0.0311798 | val_loss: 0.0311812 | Time: 4901.14 ms
[2022-04-06 16:51:07 main:574] : INFO : Epoch 1684 | loss: 0.0311814 | val_loss: 0.0311895 | Time: 4827.09 ms
[2022-04-06 16:51:11 main:574] : INFO : Epoch 1685 | loss: 0.0311817 | val_loss: 0.0311854 | Time: 4751.78 ms
[2022-04-06 16:51:16 main:574] : INFO : Epoch 1686 | loss: 0.03118 | val_loss: 0.0311822 | Time: 4947.89 ms
[2022-04-06 16:51:21 main:574] : INFO : Epoch 1687 | loss: 0.0311813 | val_loss: 0.0311809 | Time: 4860.65 ms
[2022-04-06 16:51:26 main:574] : INFO : Epoch 1688 | loss: 0.0311853 | val_loss: 0.0311816 | Time: 4868.46 ms
[2022-04-06 16:51:31 main:574] : INFO : Epoch 1689 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 4821.65 ms
[2022-04-06 16:51:36 main:574] : INFO : Epoch 1690 | loss: 0.0311801 | val_loss: 0.0311827 | Time: 4613.12 ms
[2022-04-06 16:51:40 main:574] : INFO : Epoch 1691 | loss: 0.0311804 | val_loss: 0.031182 | Time: 4746.81 ms
[2022-04-06 16:51:45 main:574] : INFO : Epoch 1692 | loss: 0.0311794 | val_loss: 0.031182 | Time: 4609.82 ms
[2022-04-06 16:51:50 main:574] : INFO : Epoch 1693 | loss: 0.0311803 | val_loss: 0.0311828 | Time: 5009.28 ms
[2022-04-06 16:51:55 main:574] : INFO : Epoch 1694 | loss: 0.0311787 | val_loss: 0.0311857 | Time: 4778.76 ms
[2022-04-06 16:51:59 main:574] : INFO : Epoch 1695 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 4632.58 ms
[2022-04-06 16:52:04 main:574] : INFO : Epoch 1696 | loss: 0.0311801 | val_loss: 0.0311889 | Time: 4695.73 ms
[2022-04-06 16:52:09 main:574] : INFO : Epoch 1697 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 4588 ms
[2022-04-06 16:52:14 main:574] : INFO : Epoch 1698 | loss: 0.0311809 | val_loss: 0.0311818 | Time: 4865.26 ms
[2022-04-06 16:52:18 main:574] : INFO : Epoch 1699 | loss: 0.0311805 | val_loss: 0.0311858 | Time: 4766.32 ms
[2022-04-06 16:52:23 main:574] : INFO : Epoch 1700 | loss: 0.0311836 | val_loss: 0.0311877 | Time: 4724.15 ms
[2022-04-06 16:52:28 main:574] : INFO : Epoch 1701 | loss: 0.0311804 | val_loss: 0.0311826 | Time: 4741.2 ms
[2022-04-06 16:52:33 main:574] : INFO : Epoch 1702 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 4673.92 ms
[2022-04-06 16:52:37 main:574] : INFO : Epoch 1703 | loss: 0.0311816 | val_loss: 0.0311852 | Time: 4583.71 ms
[2022-04-06 16:52:42 main:574] : INFO : Epoch 1704 | loss: 0.0311805 | val_loss: 0.0311854 | Time: 4731.37 ms
[2022-04-06 16:52:46 main:574] : INFO : Epoch 1705 | loss: 0.0311838 | val_loss: 0.0311847 | Time: 4495.9 ms
[2022-04-06 16:52:51 main:574] : INFO : Epoch 1706 | loss: 0.0311823 | val_loss: 0.0311823 | Time: 4659.77 ms
[2022-04-06 16:52:56 main:574] : INFO : Epoch 1707 | loss: 0.0311804 | val_loss: 0.0311855 | Time: 4845.61 ms
[2022-04-06 16:53:01 main:574] : INFO : Epoch 1708 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 4762.38 ms
[2022-04-06 16:53:05 main:574] : INFO : Epoch 1709 | loss: 0.0311812 | val_loss: 0.0311838 | Time: 4732.2 ms
[2022-04-06 16:53:10 main:574] : INFO : Epoch 1710 | loss: 0.0311812 | val_loss: 0.031184 | Time: 4818.89 ms
[2022-04-06 16:53:15 main:574] : INFO : Epoch 1711 | loss: 0.0311811 | val_loss: 0.0311832 | Time: 4698.6 ms
[2022-04-06 16:53:20 main:574] : INFO : Epoch 1712 | loss: 0.0311807 | val_loss: 0.0311829 | Time: 4641.45 ms
[2022-04-06 16:53:24 main:574] : INFO : Epoch 1713 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 4648.46 ms
[2022-04-06 16:53:29 main:574] : INFO : Epoch 1714 | loss: 0.03118 | val_loss: 0.0311838 | Time: 4615.53 ms
[2022-04-06 16:53:34 main:574] : INFO : Epoch 1715 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 4637.11 ms
[2022-04-06 16:53:38 main:574] : INFO : Epoch 1716 | loss: 0.0311797 | val_loss: 0.0311822 | Time: 4586.73 ms
[2022-04-06 16:53:43 main:574] : INFO : Epoch 1717 | loss: 0.0311796 | val_loss: 0.0311843 | Time: 4830.28 ms
[2022-04-06 16:53:48 main:574] : INFO : Epoch 1718 | loss: 0.0311794 | val_loss: 0.0311822 | Time: 4711.53 ms
[2022-04-06 16:53:53 main:574] : INFO : Epoch 1719 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 4854.15 ms
[2022-04-06 16:53:57 main:574] : INFO : Epoch 1720 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 4795.53 ms
[2022-04-06 16:54:02 main:574] : INFO : Epoch 1721 | loss: 0.0311807 | val_loss: 0.0311856 | Time: 4802.37 ms
[2022-04-06 16:54:07 main:574] : INFO : Epoch 1722 | loss: 0.0311814 | val_loss: 0.031181 | Time: 5024.24 ms
[2022-04-06 16:54:12 main:574] : INFO : Epoch 1723 | loss: 0.0311821 | val_loss: 0.0311797 | Time: 4603.83 ms
[2022-04-06 16:54:17 main:574] : INFO : Epoch 1724 | loss: 0.0311789 | val_loss: 0.03118 | Time: 4808.28 ms
[2022-04-06 16:54:21 main:574] : INFO : Epoch 1725 | loss: 0.031178 | val_loss: 0.0311823 | Time: 4795.75 ms
[2022-04-06 16:54:26 main:574] : INFO : Epoch 1726 | loss: 0.0311785 | val_loss: 0.0311795 | Time: 4654.87 ms
[2022-04-06 16:54:31 main:574] : INFO : Epoch 1727 | loss: 0.0311782 | val_loss: 0.0311801 | Time: 4764.87 ms
[2022-04-06 16:54:36 main:574] : INFO : Epoch 1728 | loss: 0.0311785 | val_loss: 0.031182 | Time: 4722.01 ms
[2022-04-06 16:54:40 main:574] : INFO : Epoch 1729 | loss: 0.0311782 | val_loss: 0.0311783 | Time: 4625.95 ms
[2022-04-06 16:54:45 main:574] : INFO : Epoch 1730 | loss: 0.0311804 | val_loss: 0.0311791 | Time: 4796.19 ms
[2022-04-06 16:54:50 main:574] : INFO : Epoch 1731 | loss: 0.0311771 | val_loss: 0.0311789 | Time: 4916.35 ms
[2022-04-06 16:54:55 main:574] : INFO : Epoch 1732 | loss: 0.031177 | val_loss: 0.0311797 | Time: 4571.69 ms
[2022-04-06 16:54:59 main:574] : INFO : Epoch 1733 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 4781.91 ms
[2022-04-06 16:55:04 main:574] : INFO : Epoch 1734 | loss: 0.0311805 | val_loss: 0.0311811 | Time: 4655.81 ms
[2022-04-06 16:55:09 main:574] : INFO : Epoch 1735 | loss: 0.0311835 | val_loss: 0.0311929 | Time: 4838.88 ms
[2022-04-06 16:55:14 main:574] : INFO : Epoch 1736 | loss: 0.0311821 | val_loss: 0.0311842 | Time: 4879.36 ms
[2022-04-06 16:55:19 main:574] : INFO : Epoch 1737 | loss: 0.0311796 | val_loss: 0.0311794 | Time: 4815.06 ms
[2022-04-06 16:55:23 main:574] : INFO : Epoch 1738 | loss: 0.0311778 | val_loss: 0.03119 | Time: 4729.99 ms
[2022-04-06 16:55:28 main:574] : INFO : Epoch 1739 | loss: 0.0311787 | val_loss: 0.0311781 | Time: 4729.11 ms
[2022-04-06 16:55:33 main:574] : INFO : Epoch 1740 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 4908.97 ms
[2022-04-06 16:55:38 main:574] : INFO : Epoch 1741 | loss: 0.0311771 | val_loss: 0.0311795 | Time: 4702.25 ms
[2022-04-06 16:55:43 main:574] : INFO : Epoch 1742 | loss: 0.0311791 | val_loss: 0.0311864 | Time: 4881.68 ms
[2022-04-06 16:55:47 main:574] : INFO : Epoch 1743 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 4671.85 ms
[2022-04-06 16:55:52 main:574] : INFO : Epoch 1744 | loss: 0.0311792 | val_loss: 0.0311898 | Time: 4775.73 ms
[2022-04-06 16:55:57 main:574] : INFO : Epoch 1745 | loss: 0.0311801 | val_loss: 0.0311812 | Time: 4785.41 ms
[2022-04-06 16:56:02 main:574] : INFO : Epoch 1746 | loss: 0.0311764 | val_loss: 0.0311782 | Time: 4822.98 ms
[2022-04-06 16:56:06 main:574] : INFO : Epoch 1747 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 4728.77 ms
[2022-04-06 16:56:11 main:574] : INFO : Epoch 1748 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 4807.82 ms
[2022-04-06 16:56:16 main:574] : INFO : Epoch 1749 | loss: 0.0311785 | val_loss: 0.0311858 | Time: 4805.22 ms
[2022-04-06 16:56:21 main:574] : INFO : Epoch 1750 | loss: 0.0311813 | val_loss: 0.0311919 | Time: 4882.28 ms
[2022-04-06 16:56:26 main:574] : INFO : Epoch 1751 | loss: 0.0311822 | val_loss: 0.031182 | Time: 4747.56 ms
[2022-04-06 16:56:30 main:574] : INFO : Epoch 1752 | loss: 0.031178 | val_loss: 0.0311874 | Time: 4845.62 ms
[2022-04-06 16:56:35 main:574] : INFO : Epoch 1753 | loss: 0.0311787 | val_loss: 0.0311796 | Time: 4910.76 ms
[2022-04-06 16:56:40 main:574] : INFO : Epoch 1754 | loss: 0.0311784 | val_loss: 0.0311782 | Time: 4920.55 ms
[2022-04-06 16:56:45 main:574] : INFO : Epoch 1755 | loss: 0.0311794 | val_loss: 0.0311799 | Time: 4801.41 ms
[2022-04-06 16:56:50 main:574] : INFO : Epoch 1756 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 4947.6 ms
[2022-04-06 16:56:55 main:574] : INFO : Epoch 1757 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 4888.55 ms
[2022-04-06 16:57:00 main:574] : INFO : Epoch 1758 | loss: 0.0311786 | val_loss: 0.0311779 | Time: 4644.31 ms
[2022-04-06 16:57:05 main:574] : INFO : Epoch 1759 | loss: 0.0311762 | val_loss: 0.0311879 | Time: 4955.02 ms
[2022-04-06 16:57:10 main:574] : INFO : Epoch 1760 | loss: 0.0311797 | val_loss: 0.03118 | Time: 4953.76 ms
[2022-04-06 16:57:14 main:574] : INFO : Epoch 1761 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 4860.69 ms
[2022-04-06 16:57:19 main:574] : INFO : Epoch 1762 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 4744.91 ms
[2022-04-06 16:57:24 main:574] : INFO : Epoch 1763 | loss: 0.0311789 | val_loss: 0.03118 | Time: 4790.14 ms
[2022-04-06 16:57:29 main:574] : INFO : Epoch 1764 | loss: 0.0311763 | val_loss: 0.0311782 | Time: 4794.71 ms
[2022-04-06 16:57:34 main:574] : INFO : Epoch 1765 | loss: 0.0311745 | val_loss: 0.0311776 | Time: 4827.57 ms
[2022-04-06 16:57:38 main:574] : INFO : Epoch 1766 | loss: 0.031175 | val_loss: 0.0311777 | Time: 4730.4 ms
[2022-04-06 16:57:43 main:574] : INFO : Epoch 1767 | loss: 0.0311764 | val_loss: 0.0311826 | Time: 4862.51 ms
[2022-04-06 16:57:48 main:574] : INFO : Epoch 1768 | loss: 0.0311791 | val_loss: 0.0311781 | Time: 4752.81 ms
[2022-04-06 16:57:53 main:574] : INFO : Epoch 1769 | loss: 0.0311771 | val_loss: 0.0311782 | Time: 4767.26 ms
[2022-04-06 16:57:58 main:574] : INFO : Epoch 1770 | loss: 0.0311771 | val_loss: 0.0311773 | Time: 4812.77 ms
[2022-04-06 16:58:02 main:574] : INFO : Epoch 1771 | loss: 0.0311783 | val_loss: 0.0311814 | Time: 4729.47 ms
[2022-04-06 16:58:07 main:574] : INFO : Epoch 1772 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 4873.36 ms
[2022-04-06 16:58:12 main:574] : INFO : Epoch 1773 | loss: 0.0311762 | val_loss: 0.031177 | Time: 4810.33 ms
[2022-04-06 16:58:17 main:574] : INFO : Epoch 1774 | loss: 0.0311766 | val_loss: 0.0311853 | Time: 4727.46 ms
[2022-04-06 16:58:22 main:574] : INFO : Epoch 1775 | loss: 0.031178 | val_loss: 0.0311771 | Time: 4811.16 ms
[2022-04-06 16:58:26 main:574] : INFO : Epoch 1776 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 4795.13 ms
[2022-04-06 16:58:31 main:574] : INFO : Epoch 1777 | loss: 0.0311761 | val_loss: 0.031179 | Time: 4858.39 ms
[2022-04-06 16:58:36 main:574] : INFO : Epoch 1778 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 4707.31 ms
[2022-04-06 16:58:41 main:574] : INFO : Epoch 1779 | loss: 0.0311777 | val_loss: 0.0311788 | Time: 4810.21 ms
[2022-04-06 16:58:46 main:574] : INFO : Epoch 1780 | loss: 0.031177 | val_loss: 0.0311776 | Time: 4902.7 ms
[2022-04-06 16:58:50 main:574] : INFO : Epoch 1781 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 4559.81 ms
[2022-04-06 16:58:55 main:574] : INFO : Epoch 1782 | loss: 0.031177 | val_loss: 0.0311794 | Time: 4920.52 ms
[2022-04-06 16:59:00 main:574] : INFO : Epoch 1783 | loss: 0.0311766 | val_loss: 0.031178 | Time: 4917.76 ms
[2022-04-06 16:59:05 main:574] : INFO : Epoch 1784 | loss: 0.0311788 | val_loss: 0.0311777 | Time: 4948.16 ms
[2022-04-06 16:59:10 main:574] : INFO : Epoch 1785 | loss: 0.0311769 | val_loss: 0.0311782 | Time: 4809.13 ms
[2022-04-06 16:59:15 main:574] : INFO : Epoch 1786 | loss: 0.0311764 | val_loss: 0.0311756 | Time: 4831.98 ms
[2022-04-06 16:59:19 main:574] : INFO : Epoch 1787 | loss: 0.0311763 | val_loss: 0.0311771 | Time: 4682.21 ms
[2022-04-06 16:59:24 main:574] : INFO : Epoch 1788 | loss: 0.0311777 | val_loss: 0.0311861 | Time: 4802.31 ms
[2022-04-06 16:59:29 main:574] : INFO : Epoch 1789 | loss: 0.0311785 | val_loss: 0.0311783 | Time: 5013.31 ms
[2022-04-06 16:59:34 main:574] : INFO : Epoch 1790 | loss: 0.0311785 | val_loss: 0.0311776 | Time: 4745.16 ms
[2022-04-06 16:59:39 main:574] : INFO : Epoch 1791 | loss: 0.0311773 | val_loss: 0.0311779 | Time: 4871.31 ms
[2022-04-06 16:59:44 main:574] : INFO : Epoch 1792 | loss: 0.0311796 | val_loss: 0.0311796 | Time: 4785.34 ms
[2022-04-06 16:59:48 main:574] : INFO : Epoch 1793 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 4757.57 ms
[2022-04-06 16:59:53 main:574] : INFO : Epoch 1794 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 4866.04 ms
[2022-04-06 16:59:58 main:574] : INFO : Epoch 1795 | loss: 0.0311811 | val_loss: 0.0311815 | Time: 4918.89 ms
[2022-04-06 17:00:03 main:574] : INFO : Epoch 1796 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 4884.87 ms
[2022-04-06 17:00:08 main:574] : INFO : Epoch 1797 | loss: 0.031178 | val_loss: 0.031181 | Time: 4831.48 ms
[2022-04-06 17:00:13 main:574] : INFO : Epoch 1798 | loss: 0.0311794 | val_loss: 0.031181 | Time: 4760.39 ms
[2022-04-06 17:00:17 main:574] : INFO : Epoch 1799 | loss: 0.0311782 | val_loss: 0.0311803 | Time: 4700.81 ms
[2022-04-06 17:00:22 main:574] : INFO : Epoch 1800 | loss: 0.0311781 | val_loss: 0.0311795 | Time: 4888.55 ms
[2022-04-06 17:00:27 main:574] : INFO : Epoch 1801 | loss: 0.0311783 | val_loss: 0.0311817 | Time: 4965.83 ms
[2022-04-06 17:00:32 main:574] : INFO : Epoch 1802 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 4896.66 ms
[2022-04-06 17:00:37 main:574] : INFO : Epoch 1803 | loss: 0.0311769 | val_loss: 0.0311808 | Time: 4916.13 ms
[2022-04-06 17:00:42 main:574] : INFO : Epoch 1804 | loss: 0.0311769 | val_loss: 0.0311885 | Time: 4882.36 ms
[2022-04-06 17:00:47 main:574] : INFO : Epoch 1805 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 4734.84 ms
[2022-04-06 17:00:52 main:574] : INFO : Epoch 1806 | loss: 0.031178 | val_loss: 0.0311865 | Time: 4783.42 ms
[2022-04-06 17:00:56 main:574] : INFO : Epoch 1807 | loss: 0.0311804 | val_loss: 0.0311954 | Time: 4854 ms
[2022-04-06 17:01:02 main:574] : INFO : Epoch 1808 | loss: 0.0311816 | val_loss: 0.031183 | Time: 5211.49 ms
[2022-04-06 17:01:07 main:574] : INFO : Epoch 1809 | loss: 0.0311785 | val_loss: 0.0311808 | Time: 4883.22 ms
[2022-04-06 17:01:12 main:574] : INFO : Epoch 1810 | loss: 0.0311783 | val_loss: 0.0311824 | Time: 4972.61 ms
[2022-04-06 17:01:17 main:574] : INFO : Epoch 1811 | loss: 0.031178 | val_loss: 0.031181 | Time: 4953.02 ms
[2022-04-06 17:01:22 main:574] : INFO : Epoch 1812 | loss: 0.0311786 | val_loss: 0.0311852 | Time: 4954.52 ms
[2022-04-06 17:01:27 main:574] : INFO : Epoch 1813 | loss: 0.0311798 | val_loss: 0.0311808 | Time: 5039.59 ms
[2022-04-06 17:01:32 main:574] : INFO : Epoch 1814 | loss: 0.031179 | val_loss: 0.031179 | Time: 5188.16 ms
[2022-04-06 17:01:37 main:574] : INFO : Epoch 1815 | loss: 0.0311801 | val_loss: 0.0311799 | Time: 5121.46 ms
[2022-04-06 17:01:42 main:574] : INFO : Epoch 1816 | loss: 0.031178 | val_loss: 0.0311852 | Time: 5218.18 ms
[2022-04-06 17:01:47 main:574] : INFO : Epoch 1817 | loss: 0.031177 | val_loss: 0.0311793 | Time: 5027.18 ms
[2022-04-06 17:01:53 main:574] : INFO : Epoch 1818 | loss: 0.0311753 | val_loss: 0.0311801 | Time: 5334.52 ms
[2022-04-06 17:01:58 main:574] : INFO : Epoch 1819 | loss: 0.0311752 | val_loss: 0.0311791 | Time: 5204.34 ms
[2022-04-06 17:02:03 main:574] : INFO : Epoch 1820 | loss: 0.0311758 | val_loss: 0.0311841 | Time: 5285.49 ms
[2022-04-06 17:02:08 main:574] : INFO : Epoch 1821 | loss: 0.0311794 | val_loss: 0.0311811 | Time: 5117.96 ms
[2022-04-06 17:02:13 main:574] : INFO : Epoch 1822 | loss: 0.0311784 | val_loss: 0.0311823 | Time: 5131.97 ms
[2022-04-06 17:02:19 main:574] : INFO : Epoch 1823 | loss: 0.0311764 | val_loss: 0.0311787 | Time: 5356.1 ms
[2022-04-06 17:02:24 main:574] : INFO : Epoch 1824 | loss: 0.0311762 | val_loss: 0.0311823 | Time: 5358.29 ms
[2022-04-06 17:02:29 main:574] : INFO : Epoch 1825 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 5184.96 ms
[2022-04-06 17:02:34 main:574] : INFO : Epoch 1826 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 5121.72 ms
[2022-04-06 17:02:39 main:574] : INFO : Epoch 1827 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 5105.71 ms
[2022-04-06 17:02:45 main:574] : INFO : Epoch 1828 | loss: 0.0311807 | val_loss: 0.0311827 | Time: 5275.29 ms
[2022-04-06 17:02:50 main:574] : INFO : Epoch 1829 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 5341.22 ms
[2022-04-06 17:02:55 main:574] : INFO : Epoch 1830 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 4932.53 ms
[2022-04-06 17:03:00 main:574] : INFO : Epoch 1831 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 5006.58 ms
[2022-04-06 17:03:05 main:574] : INFO : Epoch 1832 | loss: 0.0311768 | val_loss: 0.031183 | Time: 5164.41 ms
[2022-04-06 17:03:10 main:574] : INFO : Epoch 1833 | loss: 0.03118 | val_loss: 0.0311812 | Time: 5104.66 ms
[2022-04-06 17:03:15 main:574] : INFO : Epoch 1834 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 4958.39 ms
[2022-04-06 17:03:20 main:574] : INFO : Epoch 1835 | loss: 0.0311771 | val_loss: 0.031181 | Time: 5012.86 ms
[2022-04-06 17:03:25 main:574] : INFO : Epoch 1836 | loss: 0.0311756 | val_loss: 0.0311804 | Time: 5091.79 ms
[2022-04-06 17:03:31 main:574] : INFO : Epoch 1837 | loss: 0.0311762 | val_loss: 0.0311789 | Time: 5258.66 ms
[2022-04-06 17:03:36 main:574] : INFO : Epoch 1838 | loss: 0.0311753 | val_loss: 0.0311808 | Time: 5059.25 ms
[2022-04-06 17:03:41 main:574] : INFO : Epoch 1839 | loss: 0.0311768 | val_loss: 0.0311813 | Time: 5371.61 ms
[2022-04-06 17:03:46 main:574] : INFO : Epoch 1840 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 5072.06 ms
[2022-04-06 17:03:51 main:574] : INFO : Epoch 1841 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 5085.62 ms
[2022-04-06 17:03:56 main:574] : INFO : Epoch 1842 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 5164.81 ms
[2022-04-06 17:04:02 main:574] : INFO : Epoch 1843 | loss: 0.0311762 | val_loss: 0.0311811 | Time: 5192.95 ms
[2022-04-06 17:04:07 main:574] : INFO : Epoch 1844 | loss: 0.0311761 | val_loss: 0.0311829 | Time: 4907.05 ms
[2022-04-06 17:04:12 main:574] : INFO : Epoch 1845 | loss: 0.0311769 | val_loss: 0.0311829 | Time: 5145.74 ms
[2022-04-06 17:04:17 main:574] : INFO : Epoch 1846 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 5163.11 ms
[2022-04-06 17:04:22 main:574] : INFO : Epoch 1847 | loss: 0.0311742 | val_loss: 0.0311839 | Time: 5207.63 ms
[2022-04-06 17:04:27 main:574] : INFO : Epoch 1848 | loss: 0.0311766 | val_loss: 0.0311844 | Time: 5316.79 ms
[2022-04-06 17:04:33 main:574] : INFO : Epoch 1849 | loss: 0.031176 | val_loss: 0.0311822 | Time: 5300.08 ms
[2022-04-06 17:04:38 main:574] : INFO : Epoch 1850 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 5049.03 ms
[2022-04-06 17:04:43 main:574] : INFO : Epoch 1851 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 5279.24 ms
[2022-04-06 17:04:48 main:574] : INFO : Epoch 1852 | loss: 0.0311745 | val_loss: 0.0311814 | Time: 4993.23 ms
[2022-04-06 17:04:53 main:574] : INFO : Epoch 1853 | loss: 0.0311749 | val_loss: 0.0311831 | Time: 5190.72 ms
[2022-04-06 17:04:58 main:574] : INFO : Epoch 1854 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 4995.93 ms
[2022-04-06 17:05:03 main:574] : INFO : Epoch 1855 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 5085.28 ms
[2022-04-06 17:05:08 main:574] : INFO : Epoch 1856 | loss: 0.0311742 | val_loss: 0.0311819 | Time: 5052.71 ms
[2022-04-06 17:05:14 main:574] : INFO : Epoch 1857 | loss: 0.0311733 | val_loss: 0.0311863 | Time: 5139.06 ms
[2022-04-06 17:05:19 main:574] : INFO : Epoch 1858 | loss: 0.0311743 | val_loss: 0.0311812 | Time: 5239 ms
[2022-04-06 17:05:24 main:574] : INFO : Epoch 1859 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 5327.31 ms
[2022-04-06 17:05:29 main:574] : INFO : Epoch 1860 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 5068.76 ms
[2022-04-06 17:05:34 main:574] : INFO : Epoch 1861 | loss: 0.031176 | val_loss: 0.0311835 | Time: 5210.81 ms
[2022-04-06 17:05:40 main:574] : INFO : Epoch 1862 | loss: 0.0311762 | val_loss: 0.0311847 | Time: 5114 ms
[2022-04-06 17:05:45 main:574] : INFO : Epoch 1863 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 5049.58 ms
[2022-04-06 17:05:50 main:574] : INFO : Epoch 1864 | loss: 0.0311815 | val_loss: 0.031192 | Time: 5202.35 ms
[2022-04-06 17:05:55 main:574] : INFO : Epoch 1865 | loss: 0.0311803 | val_loss: 0.0311831 | Time: 4802.25 ms
[2022-04-06 17:06:00 main:574] : INFO : Epoch 1866 | loss: 0.0311737 | val_loss: 0.0311802 | Time: 4952.7 ms
[2022-04-06 17:06:05 main:574] : INFO : Epoch 1867 | loss: 0.0311761 | val_loss: 0.0311882 | Time: 5091.18 ms
[2022-04-06 17:06:10 main:574] : INFO : Epoch 1868 | loss: 0.0311751 | val_loss: 0.0311815 | Time: 5017.01 ms
[2022-04-06 17:06:15 main:574] : INFO : Epoch 1869 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 4844.46 ms
[2022-04-06 17:06:20 main:574] : INFO : Epoch 1870 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 4978.56 ms
[2022-04-06 17:06:25 main:574] : INFO : Epoch 1871 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 5046.58 ms
[2022-04-06 17:06:30 main:574] : INFO : Epoch 1872 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 5020.1 ms
[2022-04-06 17:06:35 main:574] : INFO : Epoch 1873 | loss: 0.0311783 | val_loss: 0.0311866 | Time: 5216.16 ms
[2022-04-06 17:06:40 main:574] : INFO : Epoch 1874 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 5370.48 ms
[2022-04-06 17:06:45 main:574] : INFO : Epoch 1875 | loss: 0.0311758 | val_loss: 0.0311866 | Time: 4803.19 ms
[2022-04-06 17:06:50 main:574] : INFO : Epoch 1876 | loss: 0.0311738 | val_loss: 0.03118 | Time: 5061.94 ms
[2022-04-06 17:06:55 main:574] : INFO : Epoch 1877 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 5063.85 ms
[2022-04-06 17:07:00 main:574] : INFO : Epoch 1878 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 5176.69 ms
[2022-04-06 17:07:06 main:574] : INFO : Epoch 1879 | loss: 0.031181 | val_loss: 0.0311803 | Time: 5193.95 ms
[2022-04-06 17:07:11 main:574] : INFO : Epoch 1880 | loss: 0.0311789 | val_loss: 0.0311904 | Time: 5087.79 ms
[2022-04-06 17:07:16 main:574] : INFO : Epoch 1881 | loss: 0.0311763 | val_loss: 0.0311861 | Time: 5351.5 ms
[2022-04-06 17:07:21 main:574] : INFO : Epoch 1882 | loss: 0.031174 | val_loss: 0.0311795 | Time: 5253.09 ms
[2022-04-06 17:07:26 main:574] : INFO : Epoch 1883 | loss: 0.0311737 | val_loss: 0.0311836 | Time: 5093.5 ms
[2022-04-06 17:07:32 main:574] : INFO : Epoch 1884 | loss: 0.0311749 | val_loss: 0.0311805 | Time: 5221.42 ms
[2022-04-06 17:07:37 main:574] : INFO : Epoch 1885 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 5420.4 ms
[2022-04-06 17:07:42 main:574] : INFO : Epoch 1886 | loss: 0.0311737 | val_loss: 0.0311886 | Time: 5132.47 ms
[2022-04-06 17:07:47 main:574] : INFO : Epoch 1887 | loss: 0.0311764 | val_loss: 0.031182 | Time: 5183.08 ms
[2022-04-06 17:07:53 main:574] : INFO : Epoch 1888 | loss: 0.0311766 | val_loss: 0.0311821 | Time: 5140.39 ms
[2022-04-06 17:07:58 main:574] : INFO : Epoch 1889 | loss: 0.0311729 | val_loss: 0.0311817 | Time: 5171.01 ms
[2022-04-06 17:08:03 main:574] : INFO : Epoch 1890 | loss: 0.0311734 | val_loss: 0.0311852 | Time: 5153.75 ms
[2022-04-06 17:08:08 main:574] : INFO : Epoch 1891 | loss: 0.0311744 | val_loss: 0.031181 | Time: 5109.04 ms
[2022-04-06 17:08:13 main:574] : INFO : Epoch 1892 | loss: 0.031173 | val_loss: 0.0311812 | Time: 5278.33 ms
[2022-04-06 17:08:19 main:574] : INFO : Epoch 1893 | loss: 0.0311737 | val_loss: 0.0311812 | Time: 5236.36 ms
[2022-04-06 17:08:24 main:574] : INFO : Epoch 1894 | loss: 0.0311734 | val_loss: 0.0311809 | Time: 5142.24 ms
[2022-04-06 17:08:29 main:574] : INFO : Epoch 1895 | loss: 0.0311727 | val_loss: 0.0311828 | Time: 5272.03 ms
[2022-04-06 17:08:34 main:574] : INFO : Epoch 1896 | loss: 0.0311729 | val_loss: 0.0311816 | Time: 5209.41 ms
[2022-04-06 17:08:39 main:574] : INFO : Epoch 1897 | loss: 0.031212 | val_loss: 0.0312604 | Time: 5176.24 ms
[2022-04-06 17:08:44 main:574] : INFO : Epoch 1898 | loss: 0.0312061 | val_loss: 0.0311901 | Time: 4979.26 ms
[2022-04-06 17:08:50 main:574] : INFO : Epoch 1899 | loss: 0.0311892 | val_loss: 0.031187 | Time: 5151.98 ms
[2022-04-06 17:08:55 main:574] : INFO : Epoch 1900 | loss: 0.0311887 | val_loss: 0.0311846 | Time: 5114.93 ms
[2022-04-06 17:09:00 main:574] : INFO : Epoch 1901 | loss: 0.0311869 | val_loss: 0.0311805 | Time: 5177.8 ms
[2022-04-06 17:09:05 main:574] : INFO : Epoch 1902 | loss: 0.0311866 | val_loss: 0.0311795 | Time: 5096.49 ms
[2022-04-06 17:09:10 main:574] : INFO : Epoch 1903 | loss: 0.0311837 | val_loss: 0.031185 | Time: 5172.37 ms
[2022-04-06 17:09:15 main:574] : INFO : Epoch 1904 | loss: 0.0311905 | val_loss: 0.0311795 | Time: 5086.58 ms
[2022-04-06 17:09:21 main:574] : INFO : Epoch 1905 | loss: 0.0311835 | val_loss: 0.0311801 | Time: 5376.58 ms
[2022-04-06 17:09:26 main:574] : INFO : Epoch 1906 | loss: 0.0311883 | val_loss: 0.0311832 | Time: 5158.51 ms
[2022-04-06 17:09:31 main:574] : INFO : Epoch 1907 | loss: 0.0311843 | val_loss: 0.0311805 | Time: 5000.82 ms
[2022-04-06 17:09:36 main:574] : INFO : Epoch 1908 | loss: 0.0311818 | val_loss: 0.0311785 | Time: 4892.21 ms
[2022-04-06 17:09:41 main:574] : INFO : Epoch 1909 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 5165.55 ms
[2022-04-06 17:09:46 main:574] : INFO : Epoch 1910 | loss: 0.0311961 | val_loss: 0.0311831 | Time: 5054.14 ms
[2022-04-06 17:09:51 main:574] : INFO : Epoch 1911 | loss: 0.0311859 | val_loss: 0.0311816 | Time: 5037.39 ms
[2022-04-06 17:09:56 main:574] : INFO : Epoch 1912 | loss: 0.0311855 | val_loss: 0.0311919 | Time: 4846.92 ms
[2022-04-06 17:10:01 main:574] : INFO : Epoch 1913 | loss: 0.0311874 | val_loss: 0.0311815 | Time: 4956.85 ms
[2022-04-06 17:10:06 main:574] : INFO : Epoch 1914 | loss: 0.031182 | val_loss: 0.0311779 | Time: 4977.74 ms
[2022-04-06 17:10:11 main:574] : INFO : Epoch 1915 | loss: 0.031183 | val_loss: 0.0311796 | Time: 5037.18 ms
[2022-04-06 17:10:16 main:574] : INFO : Epoch 1916 | loss: 0.0311815 | val_loss: 0.0311786 | Time: 5231.86 ms
[2022-04-06 17:10:21 main:574] : INFO : Epoch 1917 | loss: 0.0311809 | val_loss: 0.0311809 | Time: 5097.13 ms
[2022-04-06 17:10:26 main:574] : INFO : Epoch 1918 | loss: 0.0311824 | val_loss: 0.0311781 | Time: 4953.92 ms
[2022-04-06 17:10:31 main:574] : INFO : Epoch 1919 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 5056.2 ms
[2022-04-06 17:10:36 main:574] : INFO : Epoch 1920 | loss: 0.0311806 | val_loss: 0.0311779 | Time: 5085.55 ms
[2022-04-06 17:10:41 main:574] : INFO : Epoch 1921 | loss: 0.0311802 | val_loss: 0.0311772 | Time: 5050.01 ms
[2022-04-06 17:10:46 main:574] : INFO : Epoch 1922 | loss: 0.0311813 | val_loss: 0.0311825 | Time: 5056.54 ms
[2022-04-06 17:10:51 main:574] : INFO : Epoch 1923 | loss: 0.0311816 | val_loss: 0.0311768 | Time: 5089.78 ms
[2022-04-06 17:10:57 main:574] : INFO : Epoch 1924 | loss: 0.0311809 | val_loss: 0.0311783 | Time: 5061.24 ms
[2022-04-06 17:11:02 main:574] : INFO : Epoch 1925 | loss: 0.0311804 | val_loss: 0.0311801 | Time: 5065.9 ms
[2022-04-06 17:11:07 main:574] : INFO : Epoch 1926 | loss: 0.031181 | val_loss: 0.0311779 | Time: 5235.39 ms
[2022-04-06 17:11:12 main:574] : INFO : Epoch 1927 | loss: 0.0311803 | val_loss: 0.0311791 | Time: 5309.46 ms
[2022-04-06 17:11:17 main:574] : INFO : Epoch 1928 | loss: 0.0311811 | val_loss: 0.0311773 | Time: 5166.25 ms
[2022-04-06 17:11:22 main:574] : INFO : Epoch 1929 | loss: 0.0311817 | val_loss: 0.031186 | Time: 5021.04 ms
[2022-04-06 17:11:28 main:574] : INFO : Epoch 1930 | loss: 0.031182 | val_loss: 0.0311776 | Time: 5357.5 ms
[2022-04-06 17:11:33 main:574] : INFO : Epoch 1931 | loss: 0.0311789 | val_loss: 0.031177 | Time: 5038.45 ms
[2022-04-06 17:11:38 main:574] : INFO : Epoch 1932 | loss: 0.0311795 | val_loss: 0.0311763 | Time: 5078.39 ms
[2022-04-06 17:11:43 main:574] : INFO : Epoch 1933 | loss: 0.0311791 | val_loss: 0.0311766 | Time: 4973.48 ms
[2022-04-06 17:11:48 main:574] : INFO : Epoch 1934 | loss: 0.0311782 | val_loss: 0.0311762 | Time: 5130.98 ms
[2022-04-06 17:11:53 main:574] : INFO : Epoch 1935 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 5097.68 ms
[2022-04-06 17:11:58 main:574] : INFO : Epoch 1936 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 5085.03 ms
[2022-04-06 17:12:03 main:574] : INFO : Epoch 1937 | loss: 0.0311812 | val_loss: 0.0311786 | Time: 4998.51 ms
[2022-04-06 17:12:09 main:574] : INFO : Epoch 1938 | loss: 0.0311787 | val_loss: 0.0311764 | Time: 5215.16 ms
[2022-04-06 17:12:14 main:574] : INFO : Epoch 1939 | loss: 0.0311784 | val_loss: 0.0311774 | Time: 5250.6 ms
[2022-04-06 17:12:19 main:574] : INFO : Epoch 1940 | loss: 0.0311792 | val_loss: 0.0311765 | Time: 5123.08 ms
[2022-04-06 17:12:24 main:574] : INFO : Epoch 1941 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 5299.47 ms
[2022-04-06 17:12:29 main:574] : INFO : Epoch 1942 | loss: 0.0311782 | val_loss: 0.0311761 | Time: 5033.31 ms
[2022-04-06 17:12:35 main:574] : INFO : Epoch 1943 | loss: 0.0311781 | val_loss: 0.031176 | Time: 5236.12 ms
[2022-04-06 17:12:40 main:574] : INFO : Epoch 1944 | loss: 0.0311803 | val_loss: 0.031179 | Time: 5221.37 ms
[2022-04-06 17:12:45 main:574] : INFO : Epoch 1945 | loss: 0.0311775 | val_loss: 0.0311776 | Time: 5253.26 ms
[2022-04-06 17:12:50 main:574] : INFO : Epoch 1946 | loss: 0.0311781 | val_loss: 0.0311767 | Time: 5331.1 ms
[2022-04-06 17:12:56 main:574] : INFO : Epoch 1947 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 5135.8 ms
[2022-04-06 17:13:00 main:574] : INFO : Epoch 1948 | loss: 0.0311791 | val_loss: 0.0311779 | Time: 4888.17 ms
[2022-04-06 17:13:06 main:574] : INFO : Epoch 1949 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 5242.95 ms
[2022-04-06 17:13:11 main:574] : INFO : Epoch 1950 | loss: 0.0311805 | val_loss: 0.0311789 | Time: 5281.64 ms
[2022-04-06 17:13:16 main:574] : INFO : Epoch 1951 | loss: 0.0311775 | val_loss: 0.0311774 | Time: 5386.7 ms
[2022-04-06 17:13:22 main:574] : INFO : Epoch 1952 | loss: 0.0311784 | val_loss: 0.0311778 | Time: 5376.42 ms
[2022-04-06 17:13:27 main:574] : INFO : Epoch 1953 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 5124.03 ms
[2022-04-06 17:13:32 main:574] : INFO : Epoch 1954 | loss: 0.0311786 | val_loss: 0.0311764 | Time: 5334.15 ms
[2022-04-06 17:13:37 main:574] : INFO : Epoch 1955 | loss: 0.0311774 | val_loss: 0.0311775 | Time: 5163.01 ms
[2022-04-06 17:13:43 main:574] : INFO : Epoch 1956 | loss: 0.0311785 | val_loss: 0.031181 | Time: 5169.92 ms
[2022-04-06 17:13:48 main:574] : INFO : Epoch 1957 | loss: 0.0311796 | val_loss: 0.0311763 | Time: 5202.83 ms
[2022-04-06 17:13:53 main:574] : INFO : Epoch 1958 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 5241.84 ms
[2022-04-06 17:13:58 main:574] : INFO : Epoch 1959 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 4936.05 ms
[2022-04-06 17:14:03 main:574] : INFO : Epoch 1960 | loss: 0.0311766 | val_loss: 0.0311764 | Time: 4940.3 ms
[2022-04-06 17:14:08 main:574] : INFO : Epoch 1961 | loss: 0.0311771 | val_loss: 0.03118 | Time: 4793.53 ms
[2022-04-06 17:14:13 main:574] : INFO : Epoch 1962 | loss: 0.0311789 | val_loss: 0.0311772 | Time: 5072.75 ms
[2022-04-06 17:14:18 main:574] : INFO : Epoch 1963 | loss: 0.0311782 | val_loss: 0.0311807 | Time: 5166.45 ms
[2022-04-06 17:14:23 main:574] : INFO : Epoch 1964 | loss: 0.0311777 | val_loss: 0.0311774 | Time: 4864.79 ms
[2022-04-06 17:14:28 main:574] : INFO : Epoch 1965 | loss: 0.0311762 | val_loss: 0.0311771 | Time: 4923.3 ms
[2022-04-06 17:14:33 main:574] : INFO : Epoch 1966 | loss: 0.0311762 | val_loss: 0.0311767 | Time: 5143.09 ms
[2022-04-06 17:14:38 main:574] : INFO : Epoch 1967 | loss: 0.0311754 | val_loss: 0.0311764 | Time: 4960.27 ms
[2022-04-06 17:14:43 main:574] : INFO : Epoch 1968 | loss: 0.0311769 | val_loss: 0.0311773 | Time: 4931.96 ms
[2022-04-06 17:14:48 main:574] : INFO : Epoch 1969 | loss: 0.0311789 | val_loss: 0.0311761 | Time: 5113.45 ms
[2022-04-06 17:14:53 main:574] : INFO : Epoch 1970 | loss: 0.0311755 | val_loss: 0.0311768 | Time: 5189.81 ms
[2022-04-06 17:14:58 main:574] : INFO : Epoch 1971 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 5102.01 ms
[2022-04-06 17:15:03 main:574] : INFO : Epoch 1972 | loss: 0.0311763 | val_loss: 0.0311766 | Time: 4899.35 ms
[2022-04-06 17:15:08 main:574] : INFO : Epoch 1973 | loss: 0.0311773 | val_loss: 0.0311764 | Time: 5074.33 ms
[2022-04-06 17:15:14 main:574] : INFO : Epoch 1974 | loss: 0.0311769 | val_loss: 0.031179 | Time: 5270.75 ms
[2022-04-06 17:15:19 main:574] : INFO : Epoch 1975 | loss: 0.0311767 | val_loss: 0.0311834 | Time: 5230.73 ms
[2022-04-06 17:15:24 main:574] : INFO : Epoch 1976 | loss: 0.0311833 | val_loss: 0.0311827 | Time: 5272.44 ms
[2022-04-06 17:15:29 main:574] : INFO : Epoch 1977 | loss: 0.0311815 | val_loss: 0.0311836 | Time: 5218.48 ms
[2022-04-06 17:15:35 main:574] : INFO : Epoch 1978 | loss: 0.0311775 | val_loss: 0.0311756 | Time: 5295.26 ms
[2022-04-06 17:15:40 main:574] : INFO : Epoch 1979 | loss: 0.0311765 | val_loss: 0.0311758 | Time: 5236.12 ms
[2022-04-06 17:15:45 main:574] : INFO : Epoch 1980 | loss: 0.0311786 | val_loss: 0.0311778 | Time: 5295.54 ms
[2022-04-06 17:15:50 main:574] : INFO : Epoch 1981 | loss: 0.031179 | val_loss: 0.0311817 | Time: 5184.97 ms
[2022-04-06 17:15:55 main:574] : INFO : Epoch 1982 | loss: 0.0311759 | val_loss: 0.0311763 | Time: 4946.82 ms
[2022-04-06 17:16:01 main:574] : INFO : Epoch 1983 | loss: 0.0311758 | val_loss: 0.031177 | Time: 5071.54 ms
[2022-04-06 17:16:06 main:574] : INFO : Epoch 1984 | loss: 0.0311751 | val_loss: 0.031178 | Time: 5125.21 ms
[2022-04-06 17:16:11 main:574] : INFO : Epoch 1985 | loss: 0.0311761 | val_loss: 0.0311755 | Time: 5103.07 ms
[2022-04-06 17:16:16 main:574] : INFO : Epoch 1986 | loss: 0.0311756 | val_loss: 0.0311758 | Time: 5032.71 ms
[2022-04-06 17:16:22 main:574] : INFO : Epoch 1987 | loss: 0.0311761 | val_loss: 0.0311765 | Time: 5849.89 ms
[2022-04-06 17:16:27 main:574] : INFO : Epoch 1988 | loss: 0.0311757 | val_loss: 0.0311753 | Time: 5191.41 ms
[2022-04-06 17:16:32 main:574] : INFO : Epoch 1989 | loss: 0.0311759 | val_loss: 0.031178 | Time: 5246.55 ms
[2022-04-06 17:16:37 main:574] : INFO : Epoch 1990 | loss: 0.0311761 | val_loss: 0.0311755 | Time: 5168.03 ms
[2022-04-06 17:16:43 main:574] : INFO : Epoch 1991 | loss: 0.0311775 | val_loss: 0.0311782 | Time: 5189.88 ms
[2022-04-06 17:16:48 main:574] : INFO : Epoch 1992 | loss: 0.0311759 | val_loss: 0.0311762 | Time: 5148.48 ms
[2022-04-06 17:16:53 main:574] : INFO : Epoch 1993 | loss: 0.0311764 | val_loss: 0.0311757 | Time: 5355.76 ms
[2022-04-06 17:16:58 main:574] : INFO : Epoch 1994 | loss: 0.0311768 | val_loss: 0.0311759 | Time: 5192.17 ms
[2022-04-06 17:17:03 main:574] : INFO : Epoch 1995 | loss: 0.0311785 | val_loss: 0.0311854 | Time: 5046.25 ms
[2022-04-06 17:17:08 main:574] : INFO : Epoch 1996 | loss: 0.0311785 | val_loss: 0.031176 | Time: 4928.29 ms
[2022-04-06 17:17:13 main:574] : INFO : Epoch 1997 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 4961.9 ms
[2022-04-06 17:17:18 main:574] : INFO : Epoch 1998 | loss: 0.0311772 | val_loss: 0.031177 | Time: 4881.04 ms
[2022-04-06 17:17:23 main:574] : INFO : Epoch 1999 | loss: 0.0311764 | val_loss: 0.0311777 | Time: 5104.2 ms
[2022-04-06 17:17:28 main:574] : INFO : Epoch 2000 | loss: 0.0311766 | val_loss: 0.031176 | Time: 5248.56 ms
[2022-04-06 17:17:33 main:574] : INFO : Epoch 2001 | loss: 0.0311752 | val_loss: 0.0311763 | Time: 4968.27 ms
[2022-04-06 17:17:39 main:574] : INFO : Epoch 2002 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 5187.96 ms
[2022-04-06 17:17:44 main:574] : INFO : Epoch 2003 | loss: 0.0311752 | val_loss: 0.0311765 | Time: 5122.72 ms
[2022-04-06 17:17:49 main:574] : INFO : Epoch 2004 | loss: 0.0311742 | val_loss: 0.0311777 | Time: 5144.19 ms
[2022-04-06 17:17:54 main:574] : INFO : Epoch 2005 | loss: 0.0311757 | val_loss: 0.0311772 | Time: 5045.8 ms
[2022-04-06 17:17:59 main:574] : INFO : Epoch 2006 | loss: 0.0311784 | val_loss: 0.0311874 | Time: 5133.26 ms
[2022-04-06 17:18:04 main:574] : INFO : Epoch 2007 | loss: 0.0311776 | val_loss: 0.0311769 | Time: 4863.52 ms
[2022-04-06 17:18:09 main:574] : INFO : Epoch 2008 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 5166.12 ms
[2022-04-06 17:18:15 main:574] : INFO : Epoch 2009 | loss: 0.0311747 | val_loss: 0.0311765 | Time: 5417.63 ms
[2022-04-06 17:18:20 main:574] : INFO : Epoch 2010 | loss: 0.0311753 | val_loss: 0.0311776 | Time: 5251.02 ms
[2022-04-06 17:18:25 main:574] : INFO : Epoch 2011 | loss: 0.0311748 | val_loss: 0.0311771 | Time: 5276.83 ms
[2022-04-06 17:18:31 main:574] : INFO : Epoch 2012 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 5358.22 ms
[2022-04-06 17:18:36 main:574] : INFO : Epoch 2013 | loss: 0.0311746 | val_loss: 0.031179 | Time: 5412.68 ms
[2022-04-06 17:18:41 main:574] : INFO : Epoch 2014 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 5191.35 ms
[2022-04-06 17:18:47 main:574] : INFO : Epoch 2015 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 5286.73 ms
[2022-04-06 17:18:52 main:574] : INFO : Epoch 2016 | loss: 0.0311766 | val_loss: 0.0311813 | Time: 5252.44 ms
[2022-04-06 17:18:58 main:574] : INFO : Epoch 2017 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 5688.48 ms
[2022-04-06 17:19:02 main:574] : INFO : Epoch 2018 | loss: 0.0311749 | val_loss: 0.0311775 | Time: 4881.74 ms
[2022-04-06 17:19:07 main:574] : INFO : Epoch 2019 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 4997.82 ms
[2022-04-06 17:19:13 main:574] : INFO : Epoch 2020 | loss: 0.0311737 | val_loss: 0.031177 | Time: 5109.17 ms
[2022-04-06 17:19:17 main:574] : INFO : Epoch 2021 | loss: 0.0311763 | val_loss: 0.0311896 | Time: 4888.85 ms
[2022-04-06 17:19:23 main:574] : INFO : Epoch 2022 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 5174.47 ms
[2022-04-06 17:19:28 main:574] : INFO : Epoch 2023 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 5050.71 ms
[2022-04-06 17:19:33 main:574] : INFO : Epoch 2024 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 5117.44 ms
[2022-04-06 17:19:38 main:574] : INFO : Epoch 2025 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 5027.57 ms
[2022-04-06 17:19:43 main:574] : INFO : Epoch 2026 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 5011.31 ms
[2022-04-06 17:19:48 main:574] : INFO : Epoch 2027 | loss: 0.0311752 | val_loss: 0.031179 | Time: 5006.21 ms
[2022-04-06 17:19:53 main:574] : INFO : Epoch 2028 | loss: 0.0311758 | val_loss: 0.0311785 | Time: 5108.52 ms
[2022-04-06 17:19:58 main:574] : INFO : Epoch 2029 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 5051.3 ms
[2022-04-06 17:20:03 main:574] : INFO : Epoch 2030 | loss: 0.0311742 | val_loss: 0.0311771 | Time: 5337.29 ms
[2022-04-06 17:20:08 main:574] : INFO : Epoch 2031 | loss: 0.0311742 | val_loss: 0.0311773 | Time: 4933.38 ms
[2022-04-06 17:20:13 main:574] : INFO : Epoch 2032 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 5025.54 ms
[2022-04-06 17:20:19 main:574] : INFO : Epoch 2033 | loss: 0.031173 | val_loss: 0.0311787 | Time: 5138.3 ms
[2022-04-06 17:20:24 main:574] : INFO : Epoch 2034 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 5278.02 ms
[2022-04-06 17:20:29 main:574] : INFO : Epoch 2035 | loss: 0.0311739 | val_loss: 0.0311796 | Time: 5410.18 ms
[2022-04-06 17:20:35 main:574] : INFO : Epoch 2036 | loss: 0.031178 | val_loss: 0.0312344 | Time: 5295.88 ms
[2022-04-06 17:20:40 main:574] : INFO : Epoch 2037 | loss: 0.0412872 | val_loss: 0.0393355 | Time: 5274.92 ms
[2022-04-06 17:20:45 main:574] : INFO : Epoch 2038 | loss: 0.0357938 | val_loss: 0.03264 | Time: 5391.44 ms
[2022-04-06 17:20:51 main:574] : INFO : Epoch 2039 | loss: 0.0317359 | val_loss: 0.0313192 | Time: 5413.59 ms
[2022-04-06 17:20:56 main:574] : INFO : Epoch 2040 | loss: 0.0312956 | val_loss: 0.0312365 | Time: 5054.04 ms
[2022-04-06 17:21:01 main:574] : INFO : Epoch 2041 | loss: 0.0312219 | val_loss: 0.0312079 | Time: 5065.76 ms
[2022-04-06 17:21:06 main:574] : INFO : Epoch 2042 | loss: 0.0312002 | val_loss: 0.0311912 | Time: 4885.77 ms
[2022-04-06 17:21:11 main:574] : INFO : Epoch 2043 | loss: 0.0311893 | val_loss: 0.0311827 | Time: 4912.5 ms
[2022-04-06 17:21:16 main:574] : INFO : Epoch 2044 | loss: 0.0311835 | val_loss: 0.0311788 | Time: 5103.81 ms
[2022-04-06 17:21:21 main:574] : INFO : Epoch 2045 | loss: 0.0311813 | val_loss: 0.0311779 | Time: 5044.51 ms
[2022-04-06 17:21:26 main:574] : INFO : Epoch 2046 | loss: 0.0311806 | val_loss: 0.0311779 | Time: 5195.13 ms
[2022-04-06 17:21:31 main:574] : INFO : Epoch 2047 | loss: 0.0311801 | val_loss: 0.031178 | Time: 5318.06 ms
[2022-04-06 17:21:37 main:574] : INFO : Epoch 2048 | loss: 0.0311797 | val_loss: 0.0311773 | Time: 5496.07 ms
[2022-04-06 17:21:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311773
[2022-04-06 17:21:37 main:603] : INFO : Saving end state to config to file
[2022-04-06 17:21:37 main:608] : INFO : Success, exiting..
17:21:37 (12736): 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)