Task 10619105
| Name | ParityModified-1638636476-21287-3-0_0 |
| Workunit | 7946797 |
| Created | 10 Jan 2022, 14:29:35 UTC |
| Sent | 26 Jan 2022, 9:36:11 UTC |
| Report deadline | 3 Feb 2022, 9:36:11 UTC |
| Received | 26 Jan 2022, 23:05:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18384 |
| Run time | 4 hours 48 min 43 sec |
| CPU time | 4 hours 47 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 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: 0.0311654 | val_loss: 0.0311775 | Time: 5751.47 ms
[2022-01-26 15:36:44 main:574] : INFO : Epoch 1543 | loss: 0.0311651 | val_loss: 0.0311785 | Time: 15607.1 ms
[2022-01-26 15:36:49 main:574] : INFO : Epoch 1544 | loss: 0.0311637 | val_loss: 0.0311806 | Time: 5528.09 ms
[2022-01-26 15:36:55 main:574] : INFO : Epoch 1545 | loss: 0.0311632 | val_loss: 0.0311805 | Time: 5483.56 ms
[2022-01-26 15:37:01 main:574] : INFO : Epoch 1546 | loss: 0.0311629 | val_loss: 0.0311811 | Time: 5914.55 ms
[2022-01-26 15:37:07 main:574] : INFO : Epoch 1547 | loss: 0.0311633 | val_loss: 0.031182 | Time: 6015.28 ms
[2022-01-26 15:37:12 main:574] : INFO : Epoch 1548 | loss: 0.0311639 | val_loss: 0.0311803 | Time: 5740.54 ms
[2022-01-26 15:37:18 main:574] : INFO : Epoch 1549 | loss: 0.0311626 | val_loss: 0.03118 | Time: 5777.43 ms
[2022-01-26 15:37:24 main:574] : INFO : Epoch 1550 | loss: 0.0311636 | val_loss: 0.0311823 | Time: 5723.92 ms
[2022-01-26 15:37:30 main:574] : INFO : Epoch 1551 | loss: 0.0311631 | val_loss: 0.0311809 | Time: 5874.58 ms
[2022-01-26 15:37:36 main:574] : INFO : Epoch 1552 | loss: 0.0311632 | val_loss: 0.0311783 | Time: 6217.72 ms
[2022-01-26 15:37:42 main:574] : INFO : Epoch 1553 | loss: 0.0311624 | val_loss: 0.0311823 | Time: 5706.27 ms
[2022-01-26 15:37:47 main:574] : INFO : Epoch 1554 | loss: 0.0311646 | val_loss: 0.0311816 | Time: 5717.31 ms
[2022-01-26 15:37:53 main:574] : INFO : Epoch 1555 | loss: 0.0311643 | val_loss: 0.0311804 | Time: 5681.71 ms
[2022-01-26 15:37:59 main:574] : INFO : Epoch 1556 | loss: 0.0311643 | val_loss: 0.0311828 | Time: 5743.59 ms
[2022-01-26 15:38:05 main:574] : INFO : Epoch 1557 | loss: 0.0311642 | val_loss: 0.031184 | Time: 6035.02 ms
[2022-01-26 15:38:11 main:574] : INFO : Epoch 1558 | loss: 0.0311621 | val_loss: 0.0311861 | Time: 6040.42 ms
[2022-01-26 15:38:17 main:574] : INFO : Epoch 1559 | loss: 0.0311626 | val_loss: 0.0311823 | Time: 5968.53 ms
[2022-01-26 15:38:23 main:574] : INFO : Epoch 1560 | loss: 0.0311619 | val_loss: 0.031187 | Time: 5821 ms
[2022-01-26 15:38:28 main:574] : INFO : Epoch 1561 | loss: 0.0311627 | val_loss: 0.031184 | Time: 5715.24 ms
[2022-01-26 15:38:35 main:574] : INFO : Epoch 1562 | loss: 0.0311657 | val_loss: 0.0311842 | Time: 6462.31 ms
[2022-01-26 15:38:41 main:574] : INFO : Epoch 1563 | loss: 0.0311674 | val_loss: 0.0311855 | Time: 6418.47 ms
[2022-01-26 15:38:48 main:574] : INFO : Epoch 1564 | loss: 0.0311661 | val_loss: 0.0311996 | Time: 6354.98 ms
[2022-01-26 15:38:54 main:574] : INFO : Epoch 1565 | loss: 0.0311849 | val_loss: 0.0311934 | Time: 6401.36 ms
[2022-01-26 15:39:01 main:574] : INFO : Epoch 1566 | loss: 0.0311671 | val_loss: 0.0311837 | Time: 6498.45 ms
[2022-01-26 15:39:07 main:574] : INFO : Epoch 1567 | loss: 0.0311648 | val_loss: 0.0311826 | Time: 6506.43 ms
[2022-01-26 15:39:13 main:574] : INFO : Epoch 1568 | loss: 0.0311654 | val_loss: 0.0311811 | Time: 5924.03 ms
[2022-01-26 15:39:19 main:574] : INFO : Epoch 1569 | loss: 0.0311646 | val_loss: 0.0311804 | Time: 5940.56 ms
[2022-01-26 15:39:25 main:574] : INFO : Epoch 1570 | loss: 0.0311651 | val_loss: 0.0311804 | Time: 5859.58 ms
[2022-01-26 15:39:31 main:574] : INFO : Epoch 1571 | loss: 0.0311649 | val_loss: 0.0311806 | Time: 6196.18 ms
[2022-01-26 15:39:37 main:574] : INFO : Epoch 1572 | loss: 0.0311638 | val_loss: 0.0311809 | Time: 5965.09 ms
[2022-01-26 15:39:42 main:574] : INFO : Epoch 1573 | loss: 0.0311641 | val_loss: 0.031179 | Time: 5400.72 ms
[2022-01-26 15:39:48 main:574] : INFO : Epoch 1574 | loss: 0.0311637 | val_loss: 0.0311799 | Time: 5847.27 ms
[2022-01-26 15:39:54 main:574] : INFO : Epoch 1575 | loss: 0.0311631 | val_loss: 0.0311815 | Time: 6039.65 ms
[2022-01-26 15:40:00 main:574] : INFO : Epoch 1576 | loss: 0.0311631 | val_loss: 0.0311816 | Time: 5738.18 ms
[2022-01-26 15:40:06 main:574] : INFO : Epoch 1577 | loss: 0.0311636 | val_loss: 0.0311826 | Time: 5523.8 ms
[2022-01-26 15:40:12 main:574] : INFO : Epoch 1578 | loss: 0.0311635 | val_loss: 0.0311797 | Time: 5903.49 ms
[2022-01-26 15:40:17 main:574] : INFO : Epoch 1579 | loss: 0.0311637 | val_loss: 0.0311864 | Time: 5468.71 ms
[2022-01-26 15:40:23 main:574] : INFO : Epoch 1580 | loss: 0.0311635 | val_loss: 0.0311848 | Time: 5946 ms
[2022-01-26 15:40:29 main:574] : INFO : Epoch 1581 | loss: 0.0311635 | val_loss: 0.0311798 | Time: 5874.89 ms
[2022-01-26 15:40:35 main:574] : INFO : Epoch 1582 | loss: 0.0311623 | val_loss: 0.0311806 | Time: 6042.59 ms
[2022-01-26 15:40:41 main:574] : INFO : Epoch 1583 | loss: 0.0311614 | val_loss: 0.031184 | Time: 5735.76 ms
[2022-01-26 15:40:46 main:574] : INFO : Epoch 1584 | loss: 0.0311624 | val_loss: 0.0311823 | Time: 5814.24 ms
[2022-01-26 15:40:52 main:574] : INFO : Epoch 1585 | loss: 0.0311625 | val_loss: 0.0311801 | Time: 5593.84 ms
[2022-01-26 15:40:58 main:574] : INFO : Epoch 1586 | loss: 0.0311643 | val_loss: 0.0311841 | Time: 5763.1 ms
[2022-01-26 15:41:04 main:574] : INFO : Epoch 1587 | loss: 0.0311703 | val_loss: 0.0311869 | Time: 5751.59 ms
[2022-01-26 15:41:10 main:574] : INFO : Epoch 1588 | loss: 0.0311704 | val_loss: 0.0311851 | Time: 5950.74 ms
[2022-01-26 15:41:15 main:574] : INFO : Epoch 1589 | loss: 0.031169 | val_loss: 0.0311853 | Time: 5454.07 ms
[2022-01-26 15:41:21 main:574] : INFO : Epoch 1590 | loss: 0.0311699 | val_loss: 0.0311868 | Time: 5747.56 ms
[2022-01-26 15:41:27 main:574] : INFO : Epoch 1591 | loss: 0.0311678 | val_loss: 0.0311854 | Time: 5987.9 ms
[2022-01-26 15:41:33 main:574] : INFO : Epoch 1592 | loss: 0.0311698 | val_loss: 0.0311909 | Time: 6354.05 ms
[2022-01-26 15:41:39 main:574] : INFO : Epoch 1593 | loss: 0.0311685 | val_loss: 0.0311857 | Time: 6282.4 ms
[2022-01-26 15:41:45 main:574] : INFO : Epoch 1594 | loss: 0.0311671 | val_loss: 0.031185 | Time: 5983.6 ms
[2022-01-26 15:41:52 main:574] : INFO : Epoch 1595 | loss: 0.0311687 | val_loss: 0.0311875 | Time: 6197.58 ms
[2022-01-26 15:41:58 main:574] : INFO : Epoch 1596 | loss: 0.0311679 | val_loss: 0.0311822 | Time: 6062.49 ms
[2022-01-26 15:42:04 main:574] : INFO : Epoch 1597 | loss: 0.0311662 | val_loss: 0.0311827 | Time: 5988.48 ms
[2022-01-26 15:42:10 main:574] : INFO : Epoch 1598 | loss: 0.0311652 | val_loss: 0.0311818 | Time: 5933.52 ms
[2022-01-26 15:42:15 main:574] : INFO : Epoch 1599 | loss: 0.0311654 | val_loss: 0.0311845 | Time: 5841.23 ms
[2022-01-26 15:42:21 main:574] : INFO : Epoch 1600 | loss: 0.0311653 | val_loss: 0.0311815 | Time: 5616.09 ms
[2022-01-26 15:42:27 main:574] : INFO : Epoch 1601 | loss: 0.0311641 | val_loss: 0.0311834 | Time: 5485.09 ms
[2022-01-26 15:42:42 main:574] : INFO : Epoch 1602 | loss: 0.0311636 | val_loss: 0.0311859 | Time: 15954.2 ms
[2022-01-26 15:42:48 main:574] : INFO : Epoch 1603 | loss: 0.0311649 | val_loss: 0.0311839 | Time: 5347.07 ms
[2022-01-26 15:42:54 main:574] : INFO : Epoch 1604 | loss: 0.0311649 | val_loss: 0.0311819 | Time: 5816.84 ms
[2022-01-26 15:42:59 main:574] : INFO : Epoch 1605 | loss: 0.0311637 | val_loss: 0.0311805 | Time: 5720.9 ms
[2022-01-26 15:43:05 main:574] : INFO : Epoch 1606 | loss: 0.0311647 | val_loss: 0.0311826 | Time: 5816.98 ms
[2022-01-26 15:43:11 main:574] : INFO : Epoch 1607 | loss: 0.0311651 | val_loss: 0.0311823 | Time: 5734.88 ms
[2022-01-26 15:43:17 main:574] : INFO : Epoch 1608 | loss: 0.0311637 | val_loss: 0.0311797 | Time: 6220.48 ms
[2022-01-26 15:43:33 main:574] : INFO : Epoch 1609 | loss: 0.0311646 | val_loss: 0.0311816 | Time: 16328.1 ms
[2022-01-26 15:43:40 main:574] : INFO : Epoch 1610 | loss: 0.031164 | val_loss: 0.0311811 | Time: 6035.43 ms
[2022-01-26 15:43:45 main:574] : INFO : Epoch 1611 | loss: 0.0311648 | val_loss: 0.0311894 | Time: 5858.17 ms
[2022-01-26 15:43:51 main:574] : INFO : Epoch 1612 | loss: 0.0311665 | val_loss: 0.031183 | Time: 5878.24 ms
[2022-01-26 15:44:07 main:574] : INFO : Epoch 1613 | loss: 0.0311642 | val_loss: 0.0311867 | Time: 15672.2 ms
[2022-01-26 15:44:13 main:574] : INFO : Epoch 1614 | loss: 0.0311676 | val_loss: 0.0311802 | Time: 5920.65 ms
[2022-01-26 15:44:18 main:574] : INFO : Epoch 1615 | loss: 0.0311637 | val_loss: 0.0311863 | Time: 5530.15 ms
[2022-01-26 15:44:24 main:574] : INFO : Epoch 1616 | loss: 0.0311639 | val_loss: 0.0311795 | Time: 5717.99 ms
[2022-01-26 15:44:30 main:574] : INFO : Epoch 1617 | loss: 0.0311617 | val_loss: 0.031182 | Time: 5731.26 ms
[2022-01-26 15:44:36 main:574] : INFO : Epoch 1618 | loss: 0.0311625 | val_loss: 0.0311803 | Time: 6226.36 ms
[2022-01-26 15:44:42 main:574] : INFO : Epoch 1619 | loss: 0.0311635 | val_loss: 0.0311822 | Time: 6072.64 ms
[2022-01-26 15:44:48 main:574] : INFO : Epoch 1620 | loss: 0.0311653 | val_loss: 0.0311808 | Time: 5923.77 ms
[2022-01-26 15:44:54 main:574] : INFO : Epoch 1621 | loss: 0.0311673 | val_loss: 0.0311805 | Time: 5664.51 ms
[2022-01-26 15:45:00 main:574] : INFO : Epoch 1622 | loss: 0.0311661 | val_loss: 0.0311854 | Time: 5764.05 ms
[2022-01-26 15:45:05 main:574] : INFO : Epoch 1623 | loss: 0.0311649 | val_loss: 0.0311828 | Time: 5695.76 ms
[2022-01-26 15:45:11 main:574] : INFO : Epoch 1624 | loss: 0.031164 | val_loss: 0.031183 | Time: 5658.42 ms
[2022-01-26 15:45:17 main:574] : INFO : Epoch 1625 | loss: 0.0311631 | val_loss: 0.0311811 | Time: 5652.44 ms
[2022-01-26 15:45:22 main:574] : INFO : Epoch 1626 | loss: 0.0311638 | val_loss: 0.0311823 | Time: 5774.97 ms
[2022-01-26 15:45:28 main:574] : INFO : Epoch 1627 | loss: 0.0311628 | val_loss: 0.0311824 | Time: 5615.02 ms
[2022-01-26 15:45:34 main:574] : INFO : Epoch 1628 | loss: 0.0311626 | val_loss: 0.0311798 | Time: 6249.01 ms
[2022-01-26 15:45:40 main:574] : INFO : Epoch 1629 | loss: 0.0311635 | val_loss: 0.0311842 | Time: 6176.53 ms
[2022-01-26 15:45:56 main:574] : INFO : Epoch 1630 | loss: 0.0311627 | val_loss: 0.0311806 | Time: 16001.6 ms
[2022-01-26 15:46:02 main:574] : INFO : Epoch 1631 | loss: 0.0311619 | val_loss: 0.0311823 | Time: 5858.73 ms
[2022-01-26 15:46:08 main:574] : INFO : Epoch 1632 | loss: 0.0311635 | val_loss: 0.0311843 | Time: 5814.78 ms
[2022-01-26 15:46:14 main:574] : INFO : Epoch 1633 | loss: 0.0311626 | val_loss: 0.0311878 | Time: 5818.25 ms
[2022-01-26 15:46:20 main:574] : INFO : Epoch 1634 | loss: 0.0311648 | val_loss: 0.0311817 | Time: 5599.41 ms
[2022-01-26 15:46:25 main:574] : INFO : Epoch 1635 | loss: 0.0311654 | val_loss: 0.0311846 | Time: 5794.33 ms
[2022-01-26 15:46:31 main:574] : INFO : Epoch 1636 | loss: 0.0311652 | val_loss: 0.0311805 | Time: 5962.85 ms
[2022-01-26 15:46:37 main:574] : INFO : Epoch 1637 | loss: 0.0311631 | val_loss: 0.0311842 | Time: 6021.11 ms
[2022-01-26 15:46:43 main:574] : INFO : Epoch 1638 | loss: 0.0311623 | val_loss: 0.0311806 | Time: 5849.47 ms
[2022-01-26 15:46:49 main:574] : INFO : Epoch 1639 | loss: 0.031163 | val_loss: 0.0311858 | Time: 5799.23 ms
[2022-01-26 15:46:55 main:574] : INFO : Epoch 1640 | loss: 0.0311617 | val_loss: 0.0311812 | Time: 6002.42 ms
[2022-01-26 15:47:01 main:574] : INFO : Epoch 1641 | loss: 0.0311622 | val_loss: 0.0311821 | Time: 6040.95 ms
[2022-01-26 15:47:07 main:574] : INFO : Epoch 1642 | loss: 0.0311621 | val_loss: 0.0311822 | Time: 6002.8 ms
[2022-01-26 15:47:13 main:574] : INFO : Epoch 1643 | loss: 0.0311612 | val_loss: 0.0311814 | Time: 6163.26 ms
[2022-01-26 15:47:19 main:574] : INFO : Epoch 1644 | loss: 0.0311625 | val_loss: 0.0311839 | Time: 5762.39 ms
[2022-01-26 15:47:25 main:574] : INFO : Epoch 1645 | loss: 0.0311636 | val_loss: 0.0311829 | Time: 6051.07 ms
[2022-01-26 15:47:31 main:574] : INFO : Epoch 1646 | loss: 0.0311628 | val_loss: 0.0311827 | Time: 5916.11 ms
[2022-01-26 15:47:37 main:574] : INFO : Epoch 1647 | loss: 0.031162 | val_loss: 0.0311852 | Time: 6012.01 ms
[2022-01-26 15:47:43 main:574] : INFO : Epoch 1648 | loss: 0.0311618 | val_loss: 0.0311856 | Time: 5916.91 ms
[2022-01-26 15:47:49 main:574] : INFO : Epoch 1649 | loss: 0.0311619 | val_loss: 0.0311821 | Time: 5893.6 ms
[2022-01-26 15:47:55 main:574] : INFO : Epoch 1650 | loss: 0.031161 | val_loss: 0.0311809 | Time: 6148.99 ms
[2022-01-26 15:48:01 main:574] : INFO : Epoch 1651 | loss: 0.0311618 | val_loss: 0.0311811 | Time: 5905.16 ms
[2022-01-26 15:48:06 main:574] : INFO : Epoch 1652 | loss: 0.0311616 | val_loss: 0.0311827 | Time: 5520.53 ms
[2022-01-26 15:48:12 main:574] : INFO : Epoch 1653 | loss: 0.031164 | val_loss: 0.0311891 | Time: 5935.18 ms
[2022-01-26 15:48:18 main:574] : INFO : Epoch 1654 | loss: 0.031162 | val_loss: 0.0311841 | Time: 6060.6 ms
[2022-01-26 15:48:24 main:574] : INFO : Epoch 1655 | loss: 0.0311609 | val_loss: 0.0311852 | Time: 5873.23 ms
[2022-01-26 15:48:30 main:574] : INFO : Epoch 1656 | loss: 0.0311614 | val_loss: 0.0311849 | Time: 5988.14 ms
[2022-01-26 15:48:46 main:574] : INFO : Epoch 1657 | loss: 0.0311606 | val_loss: 0.0311817 | Time: 16097.9 ms
[2022-01-26 15:48:52 main:574] : INFO : Epoch 1658 | loss: 0.0311605 | val_loss: 0.0311841 | Time: 5831.97 ms
[2022-01-26 15:48:58 main:574] : INFO : Epoch 1659 | loss: 0.0311609 | val_loss: 0.0311834 | Time: 5884.05 ms
[2022-01-26 15:49:04 main:574] : INFO : Epoch 1660 | loss: 0.0311603 | val_loss: 0.031181 | Time: 6201.56 ms
[2022-01-26 15:49:10 main:574] : INFO : Epoch 1661 | loss: 0.0311614 | val_loss: 0.0311843 | Time: 5596.67 ms
[2022-01-26 15:49:16 main:574] : INFO : Epoch 1662 | loss: 0.0311635 | val_loss: 0.0311807 | Time: 5793.77 ms
[2022-01-26 15:49:22 main:574] : INFO : Epoch 1663 | loss: 0.0311615 | val_loss: 0.031189 | Time: 5744.69 ms
[2022-01-26 15:49:27 main:574] : INFO : Epoch 1664 | loss: 0.0311618 | val_loss: 0.0311836 | Time: 5945.37 ms
[2022-01-26 15:49:34 main:574] : INFO : Epoch 1665 | loss: 0.0311607 | val_loss: 0.0311837 | Time: 6474.64 ms
[2022-01-26 15:49:41 main:574] : INFO : Epoch 1666 | loss: 0.0311598 | val_loss: 0.0311837 | Time: 6645 ms
[2022-01-26 15:49:47 main:574] : INFO : Epoch 1667 | loss: 0.0311612 | val_loss: 0.0311825 | Time: 6049.67 ms
[2022-01-26 15:49:53 main:574] : INFO : Epoch 1668 | loss: 0.0311604 | val_loss: 0.0311849 | Time: 6398.61 ms
[2022-01-26 15:49:59 main:574] : INFO : Epoch 1669 | loss: 0.0311618 | val_loss: 0.031187 | Time: 6251.61 ms
[2022-01-26 15:50:05 main:574] : INFO : Epoch 1670 | loss: 0.0311608 | val_loss: 0.0311843 | Time: 5704.18 ms
[2022-01-26 15:50:11 main:574] : INFO : Epoch 1671 | loss: 0.0311613 | val_loss: 0.0311807 | Time: 5787.51 ms
[2022-01-26 15:50:16 main:574] : INFO : Epoch 1672 | loss: 0.0311607 | val_loss: 0.0311808 | Time: 5601.99 ms
[2022-01-26 15:50:22 main:574] : INFO : Epoch 1673 | loss: 0.0311636 | val_loss: 0.0311842 | Time: 6049.46 ms
[2022-01-26 15:50:28 main:574] : INFO : Epoch 1674 | loss: 0.031163 | val_loss: 0.0311858 | Time: 5558.69 ms
[2022-01-26 15:50:34 main:574] : INFO : Epoch 1675 | loss: 0.0311644 | val_loss: 0.0311816 | Time: 5716.07 ms
[2022-01-26 15:50:40 main:574] : INFO : Epoch 1676 | loss: 0.0311633 | val_loss: 0.031181 | Time: 6083.98 ms
[2022-01-26 15:50:46 main:574] : INFO : Epoch 1677 | loss: 0.031163 | val_loss: 0.0311819 | Time: 5836.51 ms
[2022-01-26 15:50:51 main:574] : INFO : Epoch 1678 | loss: 0.031162 | val_loss: 0.0311808 | Time: 5765.22 ms
[2022-01-26 15:50:57 main:574] : INFO : Epoch 1679 | loss: 0.031162 | val_loss: 0.0311865 | Time: 5838.89 ms
[2022-01-26 15:51:03 main:574] : INFO : Epoch 1680 | loss: 0.0311666 | val_loss: 0.0311913 | Time: 6066.81 ms
[2022-01-26 15:51:10 main:574] : INFO : Epoch 1681 | loss: 0.0311708 | val_loss: 0.0311964 | Time: 6951.71 ms
[2022-01-26 15:51:17 main:574] : INFO : Epoch 1682 | loss: 0.0311762 | val_loss: 0.0311888 | Time: 6658 ms
[2022-01-26 15:51:26 main:574] : INFO : Epoch 1683 | loss: 0.0311706 | val_loss: 0.0311865 | Time: 9151.08 ms
[2022-01-26 15:51:50 main:574] : INFO : Epoch 1684 | loss: 0.031165 | val_loss: 0.0311822 | Time: 23638.5 ms
[2022-01-26 15:52:03 main:574] : INFO : Epoch 1685 | loss: 0.0311655 | val_loss: 0.0311827 | Time: 13525.5 ms
[2022-01-26 15:52:17 main:574] : INFO : Epoch 1686 | loss: 0.0311623 | val_loss: 0.0311812 | Time: 13589.8 ms
[2022-01-26 15:52:29 main:574] : INFO : Epoch 1687 | loss: 0.0311622 | val_loss: 0.0311802 | Time: 12213.2 ms
[2022-01-26 15:52:51 main:574] : INFO : Epoch 1688 | loss: 0.0311629 | val_loss: 0.0311797 | Time: 22296.1 ms
[2022-01-26 15:53:03 main:574] : INFO : Epoch 1689 | loss: 0.0311624 | val_loss: 0.0311812 | Time: 11905 ms
[2022-01-26 15:53:16 main:574] : INFO : Epoch 1690 | loss: 0.0311619 | val_loss: 0.0311791 | Time: 12265.4 ms
[2022-01-26 15:53:29 main:574] : INFO : Epoch 1691 | loss: 0.031163 | val_loss: 0.0311806 | Time: 12975 ms
[2022-01-26 15:53:42 main:574] : INFO : Epoch 1692 | loss: 0.0311616 | val_loss: 0.031184 | Time: 13572.7 ms
[2022-01-26 15:53:56 main:574] : INFO : Epoch 1693 | loss: 0.0311634 | val_loss: 0.0311815 | Time: 13753.9 ms
[2022-01-26 15:54:10 main:574] : INFO : Epoch 1694 | loss: 0.031163 | val_loss: 0.0311828 | Time: 14091.1 ms
[2022-01-26 15:54:24 main:574] : INFO : Epoch 1695 | loss: 0.0311661 | val_loss: 0.0311844 | Time: 13656.1 ms
[2022-01-26 15:54:47 main:574] : INFO : Epoch 1696 | loss: 0.0311636 | val_loss: 0.0311857 | Time: 23494.1 ms
[2022-01-26 15:55:01 main:574] : INFO : Epoch 1697 | loss: 0.0311623 | val_loss: 0.0311825 | Time: 13527.9 ms
[2022-01-26 15:55:14 main:574] : INFO : Epoch 1698 | loss: 0.031161 | val_loss: 0.0311826 | Time: 13496 ms
[2022-01-26 15:55:28 main:574] : INFO : Epoch 1699 | loss: 0.0311609 | val_loss: 0.0311821 | Time: 13354.5 ms
[2022-01-26 15:55:40 main:574] : INFO : Epoch 1700 | loss: 0.0311607 | val_loss: 0.031182 | Time: 12822.1 ms
[2022-01-26 15:56:04 main:574] : INFO : Epoch 1701 | loss: 0.0311608 | val_loss: 0.0311829 | Time: 23244.2 ms
[2022-01-26 15:56:18 main:574] : INFO : Epoch 1702 | loss: 0.0311628 | val_loss: 0.0311828 | Time: 14016.6 ms
[2022-01-26 15:56:32 main:574] : INFO : Epoch 1703 | loss: 0.031162 | val_loss: 0.0311853 | Time: 13779.8 ms
[2022-01-26 15:56:55 main:574] : INFO : Epoch 1704 | loss: 0.0311603 | val_loss: 0.0311846 | Time: 23061 ms
[2022-01-26 15:57:08 main:574] : INFO : Epoch 1705 | loss: 0.0311604 | val_loss: 0.0311813 | Time: 13305.1 ms
[2022-01-26 15:57:21 main:574] : INFO : Epoch 1706 | loss: 0.0311604 | val_loss: 0.0311837 | Time: 13383.9 ms
[2022-01-26 15:57:35 main:574] : INFO : Epoch 1707 | loss: 0.0311601 | val_loss: 0.0311849 | Time: 14008.7 ms
[2022-01-26 15:57:49 main:574] : INFO : Epoch 1708 | loss: 0.0311608 | val_loss: 0.0311837 | Time: 13281.8 ms
[2022-01-26 15:58:03 main:574] : INFO : Epoch 1709 | loss: 0.0311604 | val_loss: 0.031183 | Time: 14193.4 ms
[2022-01-26 15:58:17 main:574] : INFO : Epoch 1710 | loss: 0.0311599 | val_loss: 0.031183 | Time: 13634.3 ms
[2022-01-26 15:58:31 main:574] : INFO : Epoch 1711 | loss: 0.0311621 | val_loss: 0.0311836 | Time: 14071.9 ms
[2022-01-26 15:58:54 main:574] : INFO : Epoch 1712 | loss: 0.0311617 | val_loss: 0.0311841 | Time: 22945.4 ms
[2022-01-26 15:59:07 main:574] : INFO : Epoch 1713 | loss: 0.0311615 | val_loss: 0.0311809 | Time: 13049.3 ms
[2022-01-26 15:59:20 main:574] : INFO : Epoch 1714 | loss: 0.031165 | val_loss: 0.0311831 | Time: 13766.2 ms
[2022-01-26 15:59:34 main:574] : INFO : Epoch 1715 | loss: 0.0311682 | val_loss: 0.0311829 | Time: 13771.5 ms
[2022-01-26 15:59:48 main:574] : INFO : Epoch 1716 | loss: 0.0311641 | val_loss: 0.0311805 | Time: 13673.7 ms
[2022-01-26 16:00:01 main:574] : INFO : Epoch 1717 | loss: 0.0311629 | val_loss: 0.0311796 | Time: 13140.1 ms
[2022-01-26 16:00:15 main:574] : INFO : Epoch 1718 | loss: 0.0311628 | val_loss: 0.0311805 | Time: 13848 ms
[2022-01-26 16:00:29 main:574] : INFO : Epoch 1719 | loss: 0.0311612 | val_loss: 0.0311808 | Time: 13635.5 ms
[2022-01-26 16:00:51 main:574] : INFO : Epoch 1720 | loss: 0.0311621 | val_loss: 0.0311789 | Time: 22865.1 ms
[2022-01-26 16:01:04 main:574] : INFO : Epoch 1721 | loss: 0.0311623 | val_loss: 0.0311823 | Time: 12240.6 ms
[2022-01-26 16:01:16 main:574] : INFO : Epoch 1722 | loss: 0.0311613 | val_loss: 0.03118 | Time: 12599 ms
[2022-01-26 16:01:30 main:574] : INFO : Epoch 1723 | loss: 0.0311614 | val_loss: 0.0311825 | Time: 13223.4 ms
[2022-01-26 16:01:52 main:574] : INFO : Epoch 1724 | loss: 0.0311632 | val_loss: 0.031187 | Time: 22928.7 ms
[2022-01-26 16:02:06 main:574] : INFO : Epoch 1725 | loss: 0.0311629 | val_loss: 0.0311803 | Time: 13223.6 ms
[2022-01-26 16:02:19 main:574] : INFO : Epoch 1726 | loss: 0.0311626 | val_loss: 0.0311827 | Time: 13395.5 ms
[2022-01-26 16:02:33 main:574] : INFO : Epoch 1727 | loss: 0.0311625 | val_loss: 0.0311848 | Time: 13539.1 ms
[2022-01-26 16:02:45 main:574] : INFO : Epoch 1728 | loss: 0.0311621 | val_loss: 0.0311818 | Time: 12703.9 ms
[2022-01-26 16:02:59 main:574] : INFO : Epoch 1729 | loss: 0.0311637 | val_loss: 0.0311826 | Time: 13574.8 ms
[2022-01-26 16:03:14 main:574] : INFO : Epoch 1730 | loss: 0.0311646 | val_loss: 0.0311835 | Time: 14596.4 ms
[2022-01-26 16:03:38 main:574] : INFO : Epoch 1731 | loss: 0.0311663 | val_loss: 0.0311855 | Time: 24182 ms
[2022-01-26 16:03:52 main:574] : INFO : Epoch 1732 | loss: 0.0311677 | val_loss: 0.0311828 | Time: 14419.2 ms
[2022-01-26 16:04:07 main:574] : INFO : Epoch 1733 | loss: 0.0311668 | val_loss: 0.0311815 | Time: 14355.5 ms
[2022-01-26 16:04:19 main:574] : INFO : Epoch 1734 | loss: 0.0311696 | val_loss: 0.0311819 | Time: 12712.2 ms
[2022-01-26 16:04:32 main:574] : INFO : Epoch 1735 | loss: 0.031174 | val_loss: 0.0311877 | Time: 12924 ms
[2022-01-26 16:04:45 main:574] : INFO : Epoch 1736 | loss: 0.0311707 | val_loss: 0.0311847 | Time: 13257.9 ms
[2022-01-26 16:04:59 main:574] : INFO : Epoch 1737 | loss: 0.0311714 | val_loss: 0.0311831 | Time: 13972.3 ms
[2022-01-26 16:05:12 main:574] : INFO : Epoch 1738 | loss: 0.0311697 | val_loss: 0.0311838 | Time: 12746.8 ms
[2022-01-26 16:05:26 main:574] : INFO : Epoch 1739 | loss: 0.0311687 | val_loss: 0.0311841 | Time: 13356.2 ms
[2022-01-26 16:05:49 main:574] : INFO : Epoch 1740 | loss: 0.0311687 | val_loss: 0.0311828 | Time: 23788.1 ms
[2022-01-26 16:06:03 main:574] : INFO : Epoch 1741 | loss: 0.031169 | val_loss: 0.0311834 | Time: 13204.6 ms
[2022-01-26 16:06:15 main:574] : INFO : Epoch 1742 | loss: 0.0311701 | val_loss: 0.0311806 | Time: 12899 ms
[2022-01-26 16:06:29 main:574] : INFO : Epoch 1743 | loss: 0.0311697 | val_loss: 0.0311817 | Time: 13365.1 ms
[2022-01-26 16:06:42 main:574] : INFO : Epoch 1744 | loss: 0.0311691 | val_loss: 0.031181 | Time: 13051 ms
[2022-01-26 16:06:56 main:574] : INFO : Epoch 1745 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 13746.1 ms
[2022-01-26 16:07:09 main:574] : INFO : Epoch 1746 | loss: 0.0311688 | val_loss: 0.0311813 | Time: 13283.6 ms
[2022-01-26 16:07:22 main:574] : INFO : Epoch 1747 | loss: 0.0311682 | val_loss: 0.0311798 | Time: 13283.2 ms
[2022-01-26 16:07:36 main:574] : INFO : Epoch 1748 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 13509.8 ms
[2022-01-26 16:07:50 main:574] : INFO : Epoch 1749 | loss: 0.0311701 | val_loss: 0.0311815 | Time: 13808.3 ms
[2022-01-26 16:08:03 main:574] : INFO : Epoch 1750 | loss: 0.0311713 | val_loss: 0.0311838 | Time: 13863.1 ms
[2022-01-26 16:08:17 main:574] : INFO : Epoch 1751 | loss: 0.0311702 | val_loss: 0.0311889 | Time: 13877.5 ms
[2022-01-26 16:08:31 main:574] : INFO : Epoch 1752 | loss: 0.0311734 | val_loss: 0.0311862 | Time: 13570.4 ms
[2022-01-26 16:08:45 main:574] : INFO : Epoch 1753 | loss: 0.0311696 | val_loss: 0.0311818 | Time: 14023 ms
[2022-01-26 16:08:59 main:574] : INFO : Epoch 1754 | loss: 0.0311697 | val_loss: 0.0311831 | Time: 13998 ms
[2022-01-26 16:09:12 main:574] : INFO : Epoch 1755 | loss: 0.0311716 | val_loss: 0.0311894 | Time: 13426.8 ms
[2022-01-26 16:09:26 main:574] : INFO : Epoch 1756 | loss: 0.0311699 | val_loss: 0.0311801 | Time: 13950.8 ms
[2022-01-26 16:09:40 main:574] : INFO : Epoch 1757 | loss: 0.031166 | val_loss: 0.0311824 | Time: 13763.1 ms
[2022-01-26 16:09:54 main:574] : INFO : Epoch 1758 | loss: 0.0311666 | val_loss: 0.0311817 | Time: 13839.6 ms
[2022-01-26 16:10:08 main:574] : INFO : Epoch 1759 | loss: 0.0311665 | val_loss: 0.0311856 | Time: 14056.8 ms
[2022-01-26 16:10:22 main:574] : INFO : Epoch 1760 | loss: 0.0311671 | val_loss: 0.031182 | Time: 13575.2 ms
[2022-01-26 16:10:35 main:574] : INFO : Epoch 1761 | loss: 0.0311656 | val_loss: 0.0311819 | Time: 13666.4 ms
[2022-01-26 16:10:49 main:574] : INFO : Epoch 1762 | loss: 0.0311665 | val_loss: 0.0311832 | Time: 13875.2 ms
[2022-01-26 16:11:03 main:574] : INFO : Epoch 1763 | loss: 0.0311675 | val_loss: 0.0311804 | Time: 13688.8 ms
[2022-01-26 16:11:17 main:574] : INFO : Epoch 1764 | loss: 0.0311648 | val_loss: 0.0311791 | Time: 13594.9 ms
[2022-01-26 16:11:30 main:574] : INFO : Epoch 1765 | loss: 0.0311666 | val_loss: 0.0311787 | Time: 13180.1 ms
[2022-01-26 16:11:42 main:574] : INFO : Epoch 1766 | loss: 0.031168 | val_loss: 0.0311805 | Time: 12539.1 ms
[2022-01-26 16:11:54 main:574] : INFO : Epoch 1767 | loss: 0.0311689 | val_loss: 0.0311821 | Time: 11860.1 ms
[2022-01-26 16:12:08 main:574] : INFO : Epoch 1768 | loss: 0.031171 | val_loss: 0.031179 | Time: 13379.1 ms
[2022-01-26 16:12:21 main:574] : INFO : Epoch 1769 | loss: 0.031171 | val_loss: 0.0311794 | Time: 13112 ms
[2022-01-26 16:12:34 main:574] : INFO : Epoch 1770 | loss: 0.0311733 | val_loss: 0.0311873 | Time: 13791.8 ms
[2022-01-26 16:12:58 main:574] : INFO : Epoch 1771 | loss: 0.0311706 | val_loss: 0.0311788 | Time: 23953.7 ms
[2022-01-26 16:13:12 main:574] : INFO : Epoch 1772 | loss: 0.0311694 | val_loss: 0.0311841 | Time: 13575.1 ms
[2022-01-26 16:13:26 main:574] : INFO : Epoch 1773 | loss: 0.0311693 | val_loss: 0.0311794 | Time: 13794.8 ms
[2022-01-26 16:13:39 main:574] : INFO : Epoch 1774 | loss: 0.0311676 | val_loss: 0.0311799 | Time: 13627.8 ms
[2022-01-26 16:13:53 main:574] : INFO : Epoch 1775 | loss: 0.0311717 | val_loss: 0.0311804 | Time: 14011.8 ms
[2022-01-26 16:14:07 main:574] : INFO : Epoch 1776 | loss: 0.0311724 | val_loss: 0.0311816 | Time: 13741.4 ms
[2022-01-26 16:14:21 main:574] : INFO : Epoch 1777 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 14141.2 ms
[2022-01-26 16:14:34 main:574] : INFO : Epoch 1778 | loss: 0.0311706 | val_loss: 0.0311805 | Time: 12892.3 ms
[2022-01-26 16:14:47 main:574] : INFO : Epoch 1779 | loss: 0.0311683 | val_loss: 0.0311792 | Time: 13179.1 ms
[2022-01-26 16:15:09 main:574] : INFO : Epoch 1780 | loss: 0.0311668 | val_loss: 0.0311771 | Time: 21347.4 ms
[2022-01-26 16:15:21 main:574] : INFO : Epoch 1781 | loss: 0.0311665 | val_loss: 0.0311778 | Time: 12305.9 ms
[2022-01-26 16:15:34 main:574] : INFO : Epoch 1782 | loss: 0.0311665 | val_loss: 0.0311814 | Time: 12562.8 ms
[2022-01-26 16:15:48 main:574] : INFO : Epoch 1783 | loss: 0.0311665 | val_loss: 0.0311789 | Time: 13958.1 ms
[2022-01-26 16:16:01 main:574] : INFO : Epoch 1784 | loss: 0.0311692 | val_loss: 0.0311848 | Time: 13577.5 ms
[2022-01-26 16:16:15 main:574] : INFO : Epoch 1785 | loss: 0.0311725 | val_loss: 0.0311834 | Time: 13890.9 ms
[2022-01-26 16:16:29 main:574] : INFO : Epoch 1786 | loss: 0.0311725 | val_loss: 0.0311835 | Time: 13536.5 ms
[2022-01-26 16:16:42 main:574] : INFO : Epoch 1787 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 13059.4 ms
[2022-01-26 16:17:04 main:574] : INFO : Epoch 1788 | loss: 0.0311707 | val_loss: 0.0311809 | Time: 22233.1 ms
[2022-01-26 16:17:17 main:574] : INFO : Epoch 1789 | loss: 0.0311708 | val_loss: 0.0311849 | Time: 13405.4 ms
[2022-01-26 16:17:31 main:574] : INFO : Epoch 1790 | loss: 0.0311727 | val_loss: 0.0311843 | Time: 13505.1 ms
[2022-01-26 16:17:45 main:574] : INFO : Epoch 1791 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 14147 ms
[2022-01-26 16:17:59 main:574] : INFO : Epoch 1792 | loss: 0.0311708 | val_loss: 0.0311846 | Time: 13891.2 ms
[2022-01-26 16:18:13 main:574] : INFO : Epoch 1793 | loss: 0.0311702 | val_loss: 0.0311837 | Time: 13802.5 ms
[2022-01-26 16:18:27 main:574] : INFO : Epoch 1794 | loss: 0.0311697 | val_loss: 0.031185 | Time: 14185.7 ms
[2022-01-26 16:18:41 main:574] : INFO : Epoch 1795 | loss: 0.0311696 | val_loss: 0.0311844 | Time: 14139.2 ms
[2022-01-26 16:18:55 main:574] : INFO : Epoch 1796 | loss: 0.0311694 | val_loss: 0.0311837 | Time: 13564.4 ms
[2022-01-26 16:19:09 main:574] : INFO : Epoch 1797 | loss: 0.0311688 | val_loss: 0.0311842 | Time: 14002.6 ms
[2022-01-26 16:19:23 main:574] : INFO : Epoch 1798 | loss: 0.0311694 | val_loss: 0.031187 | Time: 13814.7 ms
[2022-01-26 16:19:37 main:574] : INFO : Epoch 1799 | loss: 0.0311697 | val_loss: 0.0311846 | Time: 13885.1 ms
[2022-01-26 16:19:50 main:574] : INFO : Epoch 1800 | loss: 0.0311679 | val_loss: 0.0311841 | Time: 13465.5 ms
[2022-01-26 16:20:04 main:574] : INFO : Epoch 1801 | loss: 0.0311693 | val_loss: 0.031186 | Time: 14098.6 ms
[2022-01-26 16:20:18 main:574] : INFO : Epoch 1802 | loss: 0.0311673 | val_loss: 0.0311828 | Time: 13756 ms
[2022-01-26 16:20:31 main:574] : INFO : Epoch 1803 | loss: 0.0311666 | val_loss: 0.031183 | Time: 13503.9 ms
[2022-01-26 16:20:45 main:574] : INFO : Epoch 1804 | loss: 0.0311661 | val_loss: 0.0311843 | Time: 13821.7 ms
[2022-01-26 16:21:09 main:574] : INFO : Epoch 1805 | loss: 0.0311664 | val_loss: 0.0311831 | Time: 23901.1 ms
[2022-01-26 16:21:23 main:574] : INFO : Epoch 1806 | loss: 0.0311667 | val_loss: 0.031185 | Time: 13785.9 ms
[2022-01-26 16:21:37 main:574] : INFO : Epoch 1807 | loss: 0.0311687 | val_loss: 0.0311846 | Time: 13741.6 ms
[2022-01-26 16:21:50 main:574] : INFO : Epoch 1808 | loss: 0.031167 | val_loss: 0.0311865 | Time: 13621.2 ms
[2022-01-26 16:22:04 main:574] : INFO : Epoch 1809 | loss: 0.031167 | val_loss: 0.0311868 | Time: 13597.2 ms
[2022-01-26 16:22:18 main:574] : INFO : Epoch 1810 | loss: 0.0311689 | val_loss: 0.0311849 | Time: 13597.8 ms
[2022-01-26 16:22:30 main:574] : INFO : Epoch 1811 | loss: 0.0311674 | val_loss: 0.0311839 | Time: 12597.7 ms
[2022-01-26 16:22:43 main:574] : INFO : Epoch 1812 | loss: 0.0311661 | val_loss: 0.0311837 | Time: 12511.2 ms
[2022-01-26 16:22:55 main:574] : INFO : Epoch 1813 | loss: 0.0311657 | val_loss: 0.0311835 | Time: 12537 ms
[2022-01-26 16:23:08 main:574] : INFO : Epoch 1814 | loss: 0.0311656 | val_loss: 0.0311936 | Time: 12984.2 ms
[2022-01-26 16:23:21 main:574] : INFO : Epoch 1815 | loss: 0.0311662 | val_loss: 0.0311845 | Time: 13017.4 ms
[2022-01-26 16:23:35 main:574] : INFO : Epoch 1816 | loss: 0.0311649 | val_loss: 0.0311839 | Time: 13766.6 ms
[2022-01-26 16:23:59 main:574] : INFO : Epoch 1817 | loss: 0.0311655 | val_loss: 0.0311853 | Time: 24011.5 ms
[2022-01-26 16:24:13 main:574] : INFO : Epoch 1818 | loss: 0.0311682 | val_loss: 0.0311907 | Time: 13703.4 ms
[2022-01-26 16:24:27 main:574] : INFO : Epoch 1819 | loss: 0.0311733 | val_loss: 0.0311922 | Time: 14042.1 ms
[2022-01-26 16:24:40 main:574] : INFO : Epoch 1820 | loss: 0.0311793 | val_loss: 0.031264 | Time: 13568.3 ms
[2022-01-26 16:25:04 main:574] : INFO : Epoch 1821 | loss: 0.0319034 | val_loss: 0.0315878 | Time: 23721.5 ms
[2022-01-26 16:25:18 main:574] : INFO : Epoch 1822 | loss: 0.0320539 | val_loss: 0.0333984 | Time: 13812.5 ms
[2022-01-26 16:25:32 main:574] : INFO : Epoch 1823 | loss: 0.0322687 | val_loss: 0.0314749 | Time: 13847.6 ms
[2022-01-26 16:25:46 main:574] : INFO : Epoch 1824 | loss: 0.0313024 | val_loss: 0.0312379 | Time: 13791.9 ms
[2022-01-26 16:26:08 main:574] : INFO : Epoch 1825 | loss: 0.0311993 | val_loss: 0.031191 | Time: 22080.7 ms
[2022-01-26 16:26:21 main:574] : INFO : Epoch 1826 | loss: 0.0311769 | val_loss: 0.0311838 | Time: 12814.1 ms
[2022-01-26 16:26:34 main:574] : INFO : Epoch 1827 | loss: 0.0311717 | val_loss: 0.0311825 | Time: 13683.1 ms
[2022-01-26 16:26:48 main:574] : INFO : Epoch 1828 | loss: 0.0311699 | val_loss: 0.0311817 | Time: 13311.7 ms
[2022-01-26 16:27:09 main:574] : INFO : Epoch 1829 | loss: 0.0311684 | val_loss: 0.03118 | Time: 21893.6 ms
[2022-01-26 16:27:23 main:574] : INFO : Epoch 1830 | loss: 0.031168 | val_loss: 0.0311797 | Time: 13681.7 ms
[2022-01-26 16:27:36 main:574] : INFO : Epoch 1831 | loss: 0.031167 | val_loss: 0.0311796 | Time: 13178.2 ms
[2022-01-26 16:28:00 main:574] : INFO : Epoch 1832 | loss: 0.0311667 | val_loss: 0.03118 | Time: 23691.3 ms
[2022-01-26 16:28:14 main:574] : INFO : Epoch 1833 | loss: 0.0311664 | val_loss: 0.0311794 | Time: 13622 ms
[2022-01-26 16:28:27 main:574] : INFO : Epoch 1834 | loss: 0.0311656 | val_loss: 0.0311789 | Time: 13278.9 ms
[2022-01-26 16:28:41 main:574] : INFO : Epoch 1835 | loss: 0.0311652 | val_loss: 0.0311794 | Time: 13758.3 ms
[2022-01-26 16:29:04 main:574] : INFO : Epoch 1836 | loss: 0.0311652 | val_loss: 0.0311793 | Time: 23566.1 ms
[2022-01-26 16:29:18 main:574] : INFO : Epoch 1837 | loss: 0.0311651 | val_loss: 0.0311788 | Time: 13443.3 ms
[2022-01-26 16:29:31 main:574] : INFO : Epoch 1838 | loss: 0.0311646 | val_loss: 0.031179 | Time: 13641.4 ms
[2022-01-26 16:29:45 main:574] : INFO : Epoch 1839 | loss: 0.0311658 | val_loss: 0.0311801 | Time: 13444.9 ms
[2022-01-26 16:29:58 main:574] : INFO : Epoch 1840 | loss: 0.0311666 | val_loss: 0.0311803 | Time: 12946.7 ms
[2022-01-26 16:30:12 main:574] : INFO : Epoch 1841 | loss: 0.0311666 | val_loss: 0.0311807 | Time: 13829.7 ms
[2022-01-26 16:30:26 main:574] : INFO : Epoch 1842 | loss: 0.0311664 | val_loss: 0.0311805 | Time: 14027.8 ms
[2022-01-26 16:30:39 main:574] : INFO : Epoch 1843 | loss: 0.0311653 | val_loss: 0.0311798 | Time: 13476.8 ms
[2022-01-26 16:30:53 main:574] : INFO : Epoch 1844 | loss: 0.0311654 | val_loss: 0.0311799 | Time: 13862.9 ms
[2022-01-26 16:31:06 main:574] : INFO : Epoch 1845 | loss: 0.0311687 | val_loss: 0.0311809 | Time: 13318.3 ms
[2022-01-26 16:31:20 main:574] : INFO : Epoch 1846 | loss: 0.0311686 | val_loss: 0.0311805 | Time: 14017.4 ms
[2022-01-26 16:31:34 main:574] : INFO : Epoch 1847 | loss: 0.0311685 | val_loss: 0.0311787 | Time: 13680.6 ms
[2022-01-26 16:31:47 main:574] : INFO : Epoch 1848 | loss: 0.0311678 | val_loss: 0.0311781 | Time: 13172.9 ms
[2022-01-26 16:32:11 main:574] : INFO : Epoch 1849 | loss: 0.0311672 | val_loss: 0.0311789 | Time: 23843.6 ms
[2022-01-26 16:32:25 main:574] : INFO : Epoch 1850 | loss: 0.0311671 | val_loss: 0.0311804 | Time: 13352.4 ms
[2022-01-26 16:32:38 main:574] : INFO : Epoch 1851 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 13415.4 ms
[2022-01-26 16:32:52 main:574] : INFO : Epoch 1852 | loss: 0.0311668 | val_loss: 0.0311781 | Time: 13598.1 ms
[2022-01-26 16:33:05 main:574] : INFO : Epoch 1853 | loss: 0.0311663 | val_loss: 0.0311773 | Time: 13543.6 ms
[2022-01-26 16:33:19 main:574] : INFO : Epoch 1854 | loss: 0.0311662 | val_loss: 0.0311776 | Time: 13570.3 ms
[2022-01-26 16:33:32 main:574] : INFO : Epoch 1855 | loss: 0.0311658 | val_loss: 0.0311776 | Time: 13766.7 ms
[2022-01-26 16:33:46 main:574] : INFO : Epoch 1856 | loss: 0.0311662 | val_loss: 0.031177 | Time: 13509.5 ms
[2022-01-26 16:33:59 main:574] : INFO : Epoch 1857 | loss: 0.0311658 | val_loss: 0.0311778 | Time: 12774.9 ms
[2022-01-26 16:34:11 main:574] : INFO : Epoch 1858 | loss: 0.0311646 | val_loss: 0.0311768 | Time: 12253.1 ms
[2022-01-26 16:34:24 main:574] : INFO : Epoch 1859 | loss: 0.0311642 | val_loss: 0.031177 | Time: 13291.1 ms
[2022-01-26 16:34:38 main:574] : INFO : Epoch 1860 | loss: 0.031164 | val_loss: 0.031177 | Time: 13811.4 ms
[2022-01-26 16:34:51 main:574] : INFO : Epoch 1861 | loss: 0.031164 | val_loss: 0.0311769 | Time: 12928.7 ms
[2022-01-26 16:35:05 main:574] : INFO : Epoch 1862 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 14004.3 ms
[2022-01-26 16:35:19 main:574] : INFO : Epoch 1863 | loss: 0.0311645 | val_loss: 0.031179 | Time: 14172.1 ms
[2022-01-26 16:35:33 main:574] : INFO : Epoch 1864 | loss: 0.0311644 | val_loss: 0.031177 | Time: 14149.6 ms
[2022-01-26 16:35:48 main:574] : INFO : Epoch 1865 | loss: 0.0311648 | val_loss: 0.0311778 | Time: 14096.6 ms
[2022-01-26 16:36:02 main:574] : INFO : Epoch 1866 | loss: 0.0311661 | val_loss: 0.0311768 | Time: 14192.8 ms
[2022-01-26 16:36:15 main:574] : INFO : Epoch 1867 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 13525.8 ms
[2022-01-26 16:36:29 main:574] : INFO : Epoch 1868 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 13754.8 ms
[2022-01-26 16:36:43 main:574] : INFO : Epoch 1869 | loss: 0.0311647 | val_loss: 0.0311776 | Time: 13404 ms
[2022-01-26 16:36:54 main:574] : INFO : Epoch 1870 | loss: 0.0311651 | val_loss: 0.0311789 | Time: 11658.6 ms
[2022-01-26 16:37:06 main:574] : INFO : Epoch 1871 | loss: 0.0311648 | val_loss: 0.0311778 | Time: 11360.1 ms
[2022-01-26 16:37:17 main:574] : INFO : Epoch 1872 | loss: 0.031165 | val_loss: 0.0311779 | Time: 11714.8 ms
[2022-01-26 16:37:31 main:574] : INFO : Epoch 1873 | loss: 0.0311652 | val_loss: 0.0311786 | Time: 13548.5 ms
[2022-01-26 16:37:44 main:574] : INFO : Epoch 1874 | loss: 0.0311658 | val_loss: 0.0311795 | Time: 13507.3 ms
[2022-01-26 16:38:08 main:574] : INFO : Epoch 1875 | loss: 0.0311663 | val_loss: 0.0311799 | Time: 23923.2 ms
[2022-01-26 16:38:22 main:574] : INFO : Epoch 1876 | loss: 0.0311662 | val_loss: 0.0311791 | Time: 13737.3 ms
[2022-01-26 16:38:36 main:574] : INFO : Epoch 1877 | loss: 0.0311655 | val_loss: 0.0311779 | Time: 13808.6 ms
[2022-01-26 16:38:50 main:574] : INFO : Epoch 1878 | loss: 0.0311654 | val_loss: 0.0311786 | Time: 13739.3 ms
[2022-01-26 16:39:13 main:574] : INFO : Epoch 1879 | loss: 0.0311648 | val_loss: 0.0311778 | Time: 23553.1 ms
[2022-01-26 16:39:26 main:574] : INFO : Epoch 1880 | loss: 0.0311644 | val_loss: 0.0311778 | Time: 13286.7 ms
[2022-01-26 16:39:41 main:574] : INFO : Epoch 1881 | loss: 0.0311647 | val_loss: 0.0311802 | Time: 14033 ms
[2022-01-26 16:39:54 main:574] : INFO : Epoch 1882 | loss: 0.0311666 | val_loss: 0.0311814 | Time: 13382.2 ms
[2022-01-26 16:40:08 main:574] : INFO : Epoch 1883 | loss: 0.0311661 | val_loss: 0.0311816 | Time: 14251.6 ms
[2022-01-26 16:40:22 main:574] : INFO : Epoch 1884 | loss: 0.0311658 | val_loss: 0.0311785 | Time: 13871.3 ms
[2022-01-26 16:40:35 main:574] : INFO : Epoch 1885 | loss: 0.0311652 | val_loss: 0.0311789 | Time: 13286.9 ms
[2022-01-26 16:40:49 main:574] : INFO : Epoch 1886 | loss: 0.0311647 | val_loss: 0.0311795 | Time: 14009.5 ms
[2022-01-26 16:41:03 main:574] : INFO : Epoch 1887 | loss: 0.0311648 | val_loss: 0.0311802 | Time: 13498.3 ms
[2022-01-26 16:41:17 main:574] : INFO : Epoch 1888 | loss: 0.0311647 | val_loss: 0.0311813 | Time: 13801.2 ms
[2022-01-26 16:41:31 main:574] : INFO : Epoch 1889 | loss: 0.0311648 | val_loss: 0.0311788 | Time: 13872.6 ms
[2022-01-26 16:41:44 main:574] : INFO : Epoch 1890 | loss: 0.0311656 | val_loss: 0.0311775 | Time: 13540.6 ms
[2022-01-26 16:41:58 main:574] : INFO : Epoch 1891 | loss: 0.0311662 | val_loss: 0.0311782 | Time: 13577.8 ms
[2022-01-26 16:42:12 main:574] : INFO : Epoch 1892 | loss: 0.0311665 | val_loss: 0.0311804 | Time: 13799.5 ms
[2022-01-26 16:42:26 main:574] : INFO : Epoch 1893 | loss: 0.0311678 | val_loss: 0.031178 | Time: 14057.6 ms
[2022-01-26 16:42:39 main:574] : INFO : Epoch 1894 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 13763.5 ms
[2022-01-26 16:42:53 main:574] : INFO : Epoch 1895 | loss: 0.0311659 | val_loss: 0.0311804 | Time: 14086.1 ms
[2022-01-26 16:43:06 main:574] : INFO : Epoch 1896 | loss: 0.0311671 | val_loss: 0.0311773 | Time: 13006.3 ms
[2022-01-26 16:43:20 main:574] : INFO : Epoch 1897 | loss: 0.0311663 | val_loss: 0.0311776 | Time: 13522.1 ms
[2022-01-26 16:43:34 main:574] : INFO : Epoch 1898 | loss: 0.0311665 | val_loss: 0.0311797 | Time: 13487.6 ms
[2022-01-26 16:43:57 main:574] : INFO : Epoch 1899 | loss: 0.0311668 | val_loss: 0.0311796 | Time: 23728.7 ms
[2022-01-26 16:44:10 main:574] : INFO : Epoch 1900 | loss: 0.0311668 | val_loss: 0.0311781 | Time: 13112.8 ms
[2022-01-26 16:44:24 main:574] : INFO : Epoch 1901 | loss: 0.0311652 | val_loss: 0.0311772 | Time: 13096.6 ms
[2022-01-26 16:44:36 main:574] : INFO : Epoch 1902 | loss: 0.0311649 | val_loss: 0.0311824 | Time: 12467.3 ms
[2022-01-26 16:44:50 main:574] : INFO : Epoch 1903 | loss: 0.0311671 | val_loss: 0.031179 | Time: 13884 ms
[2022-01-26 16:45:03 main:574] : INFO : Epoch 1904 | loss: 0.031164 | val_loss: 0.0311774 | Time: 13411.3 ms
[2022-01-26 16:45:27 main:574] : INFO : Epoch 1905 | loss: 0.0311635 | val_loss: 0.0311776 | Time: 23784.7 ms
[2022-01-26 16:45:41 main:574] : INFO : Epoch 1906 | loss: 0.0311629 | val_loss: 0.0311775 | Time: 13805.8 ms
[2022-01-26 16:45:54 main:574] : INFO : Epoch 1907 | loss: 0.0311626 | val_loss: 0.0311779 | Time: 13394.5 ms
[2022-01-26 16:46:08 main:574] : INFO : Epoch 1908 | loss: 0.0311656 | val_loss: 0.0311782 | Time: 13257.8 ms
[2022-01-26 16:46:22 main:574] : INFO : Epoch 1909 | loss: 0.0311658 | val_loss: 0.0311779 | Time: 14077.8 ms
[2022-01-26 16:46:36 main:574] : INFO : Epoch 1910 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 14013.4 ms
[2022-01-26 16:46:50 main:574] : INFO : Epoch 1911 | loss: 0.0311666 | val_loss: 0.0311805 | Time: 13905.3 ms
[2022-01-26 16:47:03 main:574] : INFO : Epoch 1912 | loss: 0.0311675 | val_loss: 0.0311793 | Time: 13396.6 ms
[2022-01-26 16:47:17 main:574] : INFO : Epoch 1913 | loss: 0.0311661 | val_loss: 0.0311784 | Time: 13716.7 ms
[2022-01-26 16:47:31 main:574] : INFO : Epoch 1914 | loss: 0.0311657 | val_loss: 0.0311791 | Time: 13815.4 ms
[2022-01-26 16:47:43 main:574] : INFO : Epoch 1915 | loss: 0.0311654 | val_loss: 0.0311784 | Time: 12035.4 ms
[2022-01-26 16:47:54 main:574] : INFO : Epoch 1916 | loss: 0.0311643 | val_loss: 0.0311778 | Time: 11446.3 ms
[2022-01-26 16:48:06 main:574] : INFO : Epoch 1917 | loss: 0.0311636 | val_loss: 0.0311801 | Time: 12374.4 ms
[2022-01-26 16:48:19 main:574] : INFO : Epoch 1918 | loss: 0.0311656 | val_loss: 0.0311798 | Time: 12158.2 ms
[2022-01-26 16:48:31 main:574] : INFO : Epoch 1919 | loss: 0.0311659 | val_loss: 0.0311816 | Time: 12068 ms
[2022-01-26 16:48:44 main:574] : INFO : Epoch 1920 | loss: 0.0311645 | val_loss: 0.0311782 | Time: 13295.9 ms
[2022-01-26 16:48:57 main:574] : INFO : Epoch 1921 | loss: 0.0311632 | val_loss: 0.0311782 | Time: 13449.6 ms
[2022-01-26 16:49:21 main:574] : INFO : Epoch 1922 | loss: 0.0311634 | val_loss: 0.0311809 | Time: 23246.9 ms
[2022-01-26 16:49:34 main:574] : INFO : Epoch 1923 | loss: 0.0311647 | val_loss: 0.0311804 | Time: 13692.2 ms
[2022-01-26 16:49:58 main:574] : INFO : Epoch 1924 | loss: 0.0311647 | val_loss: 0.0311783 | Time: 23432.5 ms
[2022-01-26 16:50:11 main:574] : INFO : Epoch 1925 | loss: 0.031163 | val_loss: 0.0311776 | Time: 13393.3 ms
[2022-01-26 16:50:25 main:574] : INFO : Epoch 1926 | loss: 0.0311639 | val_loss: 0.0311787 | Time: 13735 ms
[2022-01-26 16:50:39 main:574] : INFO : Epoch 1927 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 13822.5 ms
[2022-01-26 16:50:52 main:574] : INFO : Epoch 1928 | loss: 0.0311656 | val_loss: 0.0311792 | Time: 13062.3 ms
[2022-01-26 16:51:06 main:574] : INFO : Epoch 1929 | loss: 0.0311676 | val_loss: 0.0311802 | Time: 13955.1 ms
[2022-01-26 16:51:30 main:574] : INFO : Epoch 1930 | loss: 0.0311692 | val_loss: 0.0311851 | Time: 23693.4 ms
[2022-01-26 16:51:43 main:574] : INFO : Epoch 1931 | loss: 0.0311676 | val_loss: 0.0311835 | Time: 13230.3 ms
[2022-01-26 16:51:57 main:574] : INFO : Epoch 1932 | loss: 0.0311656 | val_loss: 0.0311823 | Time: 13710.2 ms
[2022-01-26 16:52:10 main:574] : INFO : Epoch 1933 | loss: 0.0311662 | val_loss: 0.031183 | Time: 13056.3 ms
[2022-01-26 16:52:23 main:574] : INFO : Epoch 1934 | loss: 0.0311649 | val_loss: 0.0311817 | Time: 13466.3 ms
[2022-01-26 16:52:36 main:574] : INFO : Epoch 1935 | loss: 0.0311638 | val_loss: 0.0311837 | Time: 13257.4 ms
[2022-01-26 16:52:50 main:574] : INFO : Epoch 1936 | loss: 0.0311637 | val_loss: 0.0311809 | Time: 13790.4 ms
[2022-01-26 16:53:04 main:574] : INFO : Epoch 1937 | loss: 0.0311638 | val_loss: 0.031182 | Time: 13967.8 ms
[2022-01-26 16:53:11 main:574] : INFO : Epoch 1938 | loss: 0.031164 | val_loss: 0.0311821 | Time: 6588.31 ms
[2022-01-26 16:53:17 main:574] : INFO : Epoch 1939 | loss: 0.0311648 | val_loss: 0.0311827 | Time: 5945.28 ms
[2022-01-26 16:53:22 main:574] : INFO : Epoch 1940 | loss: 0.0311655 | val_loss: 0.0311841 | Time: 5669.21 ms
[2022-01-26 16:53:28 main:574] : INFO : Epoch 1941 | loss: 0.0311657 | val_loss: 0.0311815 | Time: 5573.5 ms
[2022-01-26 16:53:34 main:574] : INFO : Epoch 1942 | loss: 0.0311646 | val_loss: 0.0311802 | Time: 6049.22 ms
[2022-01-26 16:53:40 main:574] : INFO : Epoch 1943 | loss: 0.0311644 | val_loss: 0.0311825 | Time: 5694.13 ms
[2022-01-26 16:53:45 main:574] : INFO : Epoch 1944 | loss: 0.0311648 | val_loss: 0.0311822 | Time: 5636.28 ms
[2022-01-26 16:53:51 main:574] : INFO : Epoch 1945 | loss: 0.0311643 | val_loss: 0.0311793 | Time: 5705.16 ms
[2022-01-26 16:53:57 main:574] : INFO : Epoch 1946 | loss: 0.0311649 | val_loss: 0.0311812 | Time: 5838.95 ms
[2022-01-26 16:54:03 main:574] : INFO : Epoch 1947 | loss: 0.0311633 | val_loss: 0.0311785 | Time: 6131.89 ms
[2022-01-26 16:54:09 main:574] : INFO : Epoch 1948 | loss: 0.0311639 | val_loss: 0.0311783 | Time: 5506.97 ms
[2022-01-26 16:54:14 main:574] : INFO : Epoch 1949 | loss: 0.0311635 | val_loss: 0.0311792 | Time: 5669.45 ms
[2022-01-26 16:54:20 main:574] : INFO : Epoch 1950 | loss: 0.0311628 | val_loss: 0.0311796 | Time: 5911.3 ms
[2022-01-26 16:54:26 main:574] : INFO : Epoch 1951 | loss: 0.0311627 | val_loss: 0.0311814 | Time: 5975.33 ms
[2022-01-26 16:54:32 main:574] : INFO : Epoch 1952 | loss: 0.0311627 | val_loss: 0.0311797 | Time: 5877.87 ms
[2022-01-26 16:54:38 main:574] : INFO : Epoch 1953 | loss: 0.0311622 | val_loss: 0.0311791 | Time: 5650.36 ms
[2022-01-26 16:54:43 main:574] : INFO : Epoch 1954 | loss: 0.0311622 | val_loss: 0.0311824 | Time: 5468.5 ms
[2022-01-26 16:54:49 main:574] : INFO : Epoch 1955 | loss: 0.0311613 | val_loss: 0.0311835 | Time: 6220.09 ms
[2022-01-26 16:54:56 main:574] : INFO : Epoch 1956 | loss: 0.0311636 | val_loss: 0.0311792 | Time: 6533.69 ms
[2022-01-26 16:55:02 main:574] : INFO : Epoch 1957 | loss: 0.0311622 | val_loss: 0.0311797 | Time: 6495.08 ms
[2022-01-26 16:55:09 main:574] : INFO : Epoch 1958 | loss: 0.0311613 | val_loss: 0.0311804 | Time: 6268.35 ms
[2022-01-26 16:55:15 main:574] : INFO : Epoch 1959 | loss: 0.0311607 | val_loss: 0.031179 | Time: 6230.72 ms
[2022-01-26 16:55:21 main:574] : INFO : Epoch 1960 | loss: 0.0311602 | val_loss: 0.0311799 | Time: 5692.46 ms
[2022-01-26 16:55:27 main:574] : INFO : Epoch 1961 | loss: 0.0311602 | val_loss: 0.0311797 | Time: 5945.03 ms
[2022-01-26 16:55:33 main:574] : INFO : Epoch 1962 | loss: 0.0311611 | val_loss: 0.0311798 | Time: 6087.16 ms
[2022-01-26 16:55:38 main:574] : INFO : Epoch 1963 | loss: 0.0311597 | val_loss: 0.0311788 | Time: 5842.26 ms
[2022-01-26 16:55:44 main:574] : INFO : Epoch 1964 | loss: 0.0311615 | val_loss: 0.0311803 | Time: 5910.28 ms
[2022-01-26 16:56:00 main:574] : INFO : Epoch 1965 | loss: 0.0311622 | val_loss: 0.0311786 | Time: 15552.4 ms
[2022-01-26 16:56:06 main:574] : INFO : Epoch 1966 | loss: 0.0311623 | val_loss: 0.0311791 | Time: 5763.76 ms
[2022-01-26 16:56:12 main:574] : INFO : Epoch 1967 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 5851.77 ms
[2022-01-26 16:56:17 main:574] : INFO : Epoch 1968 | loss: 0.0311618 | val_loss: 0.0311805 | Time: 5770.23 ms
[2022-01-26 16:56:23 main:574] : INFO : Epoch 1969 | loss: 0.0311622 | val_loss: 0.0311779 | Time: 5736.96 ms
[2022-01-26 16:56:29 main:574] : INFO : Epoch 1970 | loss: 0.0311616 | val_loss: 0.0311817 | Time: 5635.86 ms
[2022-01-26 16:56:34 main:574] : INFO : Epoch 1971 | loss: 0.031161 | val_loss: 0.0311802 | Time: 5610.17 ms
[2022-01-26 16:56:50 main:574] : INFO : Epoch 1972 | loss: 0.0311598 | val_loss: 0.0311792 | Time: 15855.3 ms
[2022-01-26 16:56:56 main:574] : INFO : Epoch 1973 | loss: 0.0311602 | val_loss: 0.0311789 | Time: 6084.24 ms
[2022-01-26 16:57:02 main:574] : INFO : Epoch 1974 | loss: 0.0311602 | val_loss: 0.0311791 | Time: 6047.51 ms
[2022-01-26 16:57:08 main:574] : INFO : Epoch 1975 | loss: 0.0311605 | val_loss: 0.0311782 | Time: 5372.4 ms
[2022-01-26 16:57:14 main:574] : INFO : Epoch 1976 | loss: 0.0311611 | val_loss: 0.0311811 | Time: 5765.68 ms
[2022-01-26 16:57:19 main:574] : INFO : Epoch 1977 | loss: 0.0311596 | val_loss: 0.0311805 | Time: 5837.52 ms
[2022-01-26 16:57:25 main:574] : INFO : Epoch 1978 | loss: 0.0311619 | val_loss: 0.0311803 | Time: 5836.91 ms
[2022-01-26 16:57:31 main:574] : INFO : Epoch 1979 | loss: 0.0311615 | val_loss: 0.0311798 | Time: 5674.74 ms
[2022-01-26 16:57:37 main:574] : INFO : Epoch 1980 | loss: 0.0311628 | val_loss: 0.0311785 | Time: 6113.51 ms
[2022-01-26 16:57:43 main:574] : INFO : Epoch 1981 | loss: 0.0311611 | val_loss: 0.0311832 | Time: 5802.31 ms
[2022-01-26 16:57:49 main:574] : INFO : Epoch 1982 | loss: 0.0311603 | val_loss: 0.0311796 | Time: 5794.12 ms
[2022-01-26 16:57:54 main:574] : INFO : Epoch 1983 | loss: 0.0311602 | val_loss: 0.0311789 | Time: 5754.96 ms
[2022-01-26 16:58:00 main:574] : INFO : Epoch 1984 | loss: 0.0311619 | val_loss: 0.0311796 | Time: 5611.79 ms
[2022-01-26 16:58:06 main:574] : INFO : Epoch 1985 | loss: 0.0311625 | val_loss: 0.0311789 | Time: 5824.68 ms
[2022-01-26 16:58:12 main:574] : INFO : Epoch 1986 | loss: 0.0311615 | val_loss: 0.0311793 | Time: 5877.47 ms
[2022-01-26 16:58:17 main:574] : INFO : Epoch 1987 | loss: 0.0311624 | val_loss: 0.0311803 | Time: 5741.22 ms
[2022-01-26 16:58:23 main:574] : INFO : Epoch 1988 | loss: 0.0311621 | val_loss: 0.0311779 | Time: 5544.33 ms
[2022-01-26 16:58:28 main:574] : INFO : Epoch 1989 | loss: 0.0311645 | val_loss: 0.0311788 | Time: 5515.72 ms
[2022-01-26 16:58:34 main:574] : INFO : Epoch 1990 | loss: 0.0311642 | val_loss: 0.0311796 | Time: 5949.42 ms
[2022-01-26 16:58:51 main:574] : INFO : Epoch 1991 | loss: 0.0311626 | val_loss: 0.031178 | Time: 16652.6 ms
[2022-01-26 16:58:57 main:574] : INFO : Epoch 1992 | loss: 0.0311618 | val_loss: 0.0311763 | Time: 6379.32 ms
[2022-01-26 16:59:04 main:574] : INFO : Epoch 1993 | loss: 0.0311623 | val_loss: 0.0311767 | Time: 6018.24 ms
[2022-01-26 16:59:10 main:574] : INFO : Epoch 1994 | loss: 0.0311616 | val_loss: 0.0311772 | Time: 6132 ms
[2022-01-26 16:59:16 main:574] : INFO : Epoch 1995 | loss: 0.0311617 | val_loss: 0.0311764 | Time: 6249.13 ms
[2022-01-26 16:59:22 main:574] : INFO : Epoch 1996 | loss: 0.0311629 | val_loss: 0.0311777 | Time: 5838.83 ms
[2022-01-26 16:59:28 main:574] : INFO : Epoch 1997 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 5805.21 ms
[2022-01-26 16:59:33 main:574] : INFO : Epoch 1998 | loss: 0.0311642 | val_loss: 0.0311761 | Time: 5816.78 ms
[2022-01-26 16:59:39 main:574] : INFO : Epoch 1999 | loss: 0.0311623 | val_loss: 0.031178 | Time: 5698.05 ms
[2022-01-26 16:59:45 main:574] : INFO : Epoch 2000 | loss: 0.0311612 | val_loss: 0.0311758 | Time: 5474.47 ms
[2022-01-26 16:59:50 main:574] : INFO : Epoch 2001 | loss: 0.0311603 | val_loss: 0.0311776 | Time: 5655.92 ms
[2022-01-26 16:59:56 main:574] : INFO : Epoch 2002 | loss: 0.0311613 | val_loss: 0.031176 | Time: 5693.28 ms
[2022-01-26 17:00:02 main:574] : INFO : Epoch 2003 | loss: 0.0311602 | val_loss: 0.0311759 | Time: 5995.41 ms
[2022-01-26 17:00:08 main:574] : INFO : Epoch 2004 | loss: 0.0311619 | val_loss: 0.0311768 | Time: 5587.6 ms
[2022-01-26 17:00:13 main:574] : INFO : Epoch 2005 | loss: 0.0311633 | val_loss: 0.0311765 | Time: 5745.48 ms
[2022-01-26 17:00:19 main:574] : INFO : Epoch 2006 | loss: 0.0311633 | val_loss: 0.0311787 | Time: 5918.79 ms
[2022-01-26 17:00:25 main:574] : INFO : Epoch 2007 | loss: 0.0311638 | val_loss: 0.0311772 | Time: 5897.09 ms
[2022-01-26 17:00:30 main:574] : INFO : Epoch 2008 | loss: 0.0311638 | val_loss: 0.0311732 | Time: 5377.72 ms
[2022-01-26 17:00:37 main:574] : INFO : Epoch 2009 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 6116.75 ms
[2022-01-26 17:00:42 main:574] : INFO : Epoch 2010 | loss: 0.0311642 | val_loss: 0.0311749 | Time: 5460.94 ms
[2022-01-26 17:00:48 main:574] : INFO : Epoch 2011 | loss: 0.0311636 | val_loss: 0.0311761 | Time: 5837.8 ms
[2022-01-26 17:00:54 main:574] : INFO : Epoch 2012 | loss: 0.031163 | val_loss: 0.0311767 | Time: 6109.95 ms
[2022-01-26 17:01:00 main:574] : INFO : Epoch 2013 | loss: 0.0311627 | val_loss: 0.0311772 | Time: 5737.91 ms
[2022-01-26 17:01:05 main:574] : INFO : Epoch 2014 | loss: 0.031162 | val_loss: 0.031177 | Time: 5703.83 ms
[2022-01-26 17:01:21 main:574] : INFO : Epoch 2015 | loss: 0.0311617 | val_loss: 0.0311774 | Time: 15981.8 ms
[2022-01-26 17:01:27 main:574] : INFO : Epoch 2016 | loss: 0.0311612 | val_loss: 0.0311762 | Time: 5673.68 ms
[2022-01-26 17:01:33 main:574] : INFO : Epoch 2017 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 6095.78 ms
[2022-01-26 17:01:39 main:574] : INFO : Epoch 2018 | loss: 0.0311649 | val_loss: 0.0311768 | Time: 5999.1 ms
[2022-01-26 17:01:45 main:574] : INFO : Epoch 2019 | loss: 0.0311669 | val_loss: 0.0311772 | Time: 5612.14 ms
[2022-01-26 17:02:00 main:574] : INFO : Epoch 2020 | loss: 0.0311661 | val_loss: 0.0311784 | Time: 15627.1 ms
[2022-01-26 17:02:06 main:574] : INFO : Epoch 2021 | loss: 0.0311655 | val_loss: 0.0311759 | Time: 5758.27 ms
[2022-01-26 17:02:12 main:574] : INFO : Epoch 2022 | loss: 0.0311665 | val_loss: 0.031176 | Time: 5847.77 ms
[2022-01-26 17:02:18 main:574] : INFO : Epoch 2023 | loss: 0.0311644 | val_loss: 0.0311744 | Time: 5958.03 ms
[2022-01-26 17:02:24 main:574] : INFO : Epoch 2024 | loss: 0.0311631 | val_loss: 0.0311748 | Time: 5646.6 ms
[2022-01-26 17:02:30 main:574] : INFO : Epoch 2025 | loss: 0.0311627 | val_loss: 0.0311771 | Time: 6093.12 ms
[2022-01-26 17:02:36 main:574] : INFO : Epoch 2026 | loss: 0.0311616 | val_loss: 0.031174 | Time: 5821.16 ms
[2022-01-26 17:02:42 main:574] : INFO : Epoch 2027 | loss: 0.0311608 | val_loss: 0.0311755 | Time: 6026.86 ms
[2022-01-26 17:02:47 main:574] : INFO : Epoch 2028 | loss: 0.031161 | val_loss: 0.0311774 | Time: 5526.52 ms
[2022-01-26 17:02:53 main:574] : INFO : Epoch 2029 | loss: 0.0311648 | val_loss: 0.0311792 | Time: 5902.58 ms
[2022-01-26 17:02:59 main:574] : INFO : Epoch 2030 | loss: 0.0311626 | val_loss: 0.0311765 | Time: 5667.57 ms
[2022-01-26 17:03:05 main:574] : INFO : Epoch 2031 | loss: 0.0311623 | val_loss: 0.0311777 | Time: 6195.65 ms
[2022-01-26 17:03:11 main:574] : INFO : Epoch 2032 | loss: 0.0311619 | val_loss: 0.0311774 | Time: 5908.49 ms
[2022-01-26 17:03:17 main:574] : INFO : Epoch 2033 | loss: 0.0311611 | val_loss: 0.0311783 | Time: 5864.1 ms
[2022-01-26 17:03:23 main:574] : INFO : Epoch 2034 | loss: 0.0311612 | val_loss: 0.0311797 | Time: 5866.25 ms
[2022-01-26 17:03:28 main:574] : INFO : Epoch 2035 | loss: 0.0311615 | val_loss: 0.0311817 | Time: 5715.88 ms
[2022-01-26 17:03:34 main:574] : INFO : Epoch 2036 | loss: 0.0311615 | val_loss: 0.0311801 | Time: 5896.94 ms
[2022-01-26 17:03:40 main:574] : INFO : Epoch 2037 | loss: 0.0311609 | val_loss: 0.0311803 | Time: 5941.95 ms
[2022-01-26 17:03:46 main:574] : INFO : Epoch 2038 | loss: 0.0311614 | val_loss: 0.031179 | Time: 5701.52 ms
[2022-01-26 17:03:52 main:574] : INFO : Epoch 2039 | loss: 0.0311611 | val_loss: 0.0311793 | Time: 6002.21 ms
[2022-01-26 17:03:58 main:574] : INFO : Epoch 2040 | loss: 0.0311608 | val_loss: 0.0311834 | Time: 5729.32 ms
[2022-01-26 17:04:03 main:574] : INFO : Epoch 2041 | loss: 0.031164 | val_loss: 0.0311834 | Time: 5569.51 ms
[2022-01-26 17:04:09 main:574] : INFO : Epoch 2042 | loss: 0.0311643 | val_loss: 0.0311798 | Time: 5919.41 ms
[2022-01-26 17:04:15 main:574] : INFO : Epoch 2043 | loss: 0.0311624 | val_loss: 0.0311828 | Time: 5740.68 ms
[2022-01-26 17:04:21 main:574] : INFO : Epoch 2044 | loss: 0.0311617 | val_loss: 0.0311821 | Time: 5690.14 ms
[2022-01-26 17:04:26 main:574] : INFO : Epoch 2045 | loss: 0.0311626 | val_loss: 0.031184 | Time: 5717.38 ms
[2022-01-26 17:04:32 main:574] : INFO : Epoch 2046 | loss: 0.031161 | val_loss: 0.031182 | Time: 5631.36 ms
[2022-01-26 17:04:38 main:574] : INFO : Epoch 2047 | loss: 0.0311606 | val_loss: 0.0311779 | Time: 5890.4 ms
[2022-01-26 17:04:44 main:574] : INFO : Epoch 2048 | loss: 0.0311599 | val_loss: 0.0311824 | Time: 5788.32 ms
[2022-01-26 17:04:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311824
[2022-01-26 17:04:44 main:603] : INFO : Saving end state to config to file
[2022-01-26 17:04:44 main:608] : INFO : Success, exiting..
17:04:44 (19112): 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)