Task 11217480
| Name | ParityModified-1639948433-24619-3-0_0 |
| Workunit | 8489249 |
| Created | 1 Feb 2022, 8:54:52 UTC |
| Sent | 16 Feb 2022, 4:17:51 UTC |
| Report deadline | 24 Feb 2022, 4:17:51 UTC |
| Received | 16 Feb 2022, 7:21:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 2 hours 1 min 19 sec |
| CPU time | 1 hours 54 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 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: 0.0311517 | val_loss: 0.031185 | Time: 4997.89 ms
[2022-02-16 06:37:33 main:574] : INFO : Epoch 1543 | loss: 0.0311512 | val_loss: 0.0311826 | Time: 5289.92 ms
[2022-02-16 06:37:38 main:574] : INFO : Epoch 1544 | loss: 0.0311501 | val_loss: 0.0311858 | Time: 5398.69 ms
[2022-02-16 06:37:44 main:574] : INFO : Epoch 1545 | loss: 0.0311499 | val_loss: 0.0311888 | Time: 5374.75 ms
[2022-02-16 06:37:48 main:574] : INFO : Epoch 1546 | loss: 0.0311486 | val_loss: 0.0311874 | Time: 4523.79 ms
[2022-02-16 06:37:54 main:574] : INFO : Epoch 1547 | loss: 0.0311484 | val_loss: 0.0311884 | Time: 5652.44 ms
[2022-02-16 06:37:58 main:574] : INFO : Epoch 1548 | loss: 0.0311501 | val_loss: 0.0311823 | Time: 4625.09 ms
[2022-02-16 06:38:04 main:574] : INFO : Epoch 1549 | loss: 0.0311597 | val_loss: 0.031183 | Time: 5409.11 ms
[2022-02-16 06:38:09 main:574] : INFO : Epoch 1550 | loss: 0.0311681 | val_loss: 0.0311804 | Time: 4926.42 ms
[2022-02-16 06:38:14 main:574] : INFO : Epoch 1551 | loss: 0.0311641 | val_loss: 0.031184 | Time: 4959.63 ms
[2022-02-16 06:38:19 main:574] : INFO : Epoch 1552 | loss: 0.0311619 | val_loss: 0.0311795 | Time: 5336.9 ms
[2022-02-16 06:38:24 main:574] : INFO : Epoch 1553 | loss: 0.0311605 | val_loss: 0.0311791 | Time: 5214.83 ms
[2022-02-16 06:38:29 main:574] : INFO : Epoch 1554 | loss: 0.0311605 | val_loss: 0.0311807 | Time: 4931.94 ms
[2022-02-16 06:38:34 main:574] : INFO : Epoch 1555 | loss: 0.0311565 | val_loss: 0.0311781 | Time: 4940.47 ms
[2022-02-16 06:38:39 main:574] : INFO : Epoch 1556 | loss: 0.031158 | val_loss: 0.0311811 | Time: 5217.88 ms
[2022-02-16 06:38:45 main:574] : INFO : Epoch 1557 | loss: 0.0311598 | val_loss: 0.0311795 | Time: 5421.19 ms
[2022-02-16 06:38:50 main:574] : INFO : Epoch 1558 | loss: 0.0311576 | val_loss: 0.0311814 | Time: 5052.97 ms
[2022-02-16 06:38:55 main:574] : INFO : Epoch 1559 | loss: 0.031156 | val_loss: 0.0311816 | Time: 4959.08 ms
[2022-02-16 06:39:00 main:574] : INFO : Epoch 1560 | loss: 0.0311554 | val_loss: 0.0311791 | Time: 5393.47 ms
[2022-02-16 06:39:06 main:574] : INFO : Epoch 1561 | loss: 0.0311546 | val_loss: 0.0311832 | Time: 5327.78 ms
[2022-02-16 06:39:11 main:574] : INFO : Epoch 1562 | loss: 0.0311565 | val_loss: 0.0311814 | Time: 4951.91 ms
[2022-02-16 06:39:16 main:574] : INFO : Epoch 1563 | loss: 0.0311558 | val_loss: 0.0311812 | Time: 5180.01 ms
[2022-02-16 06:39:21 main:574] : INFO : Epoch 1564 | loss: 0.0311605 | val_loss: 0.0311824 | Time: 5309.45 ms
[2022-02-16 06:39:26 main:574] : INFO : Epoch 1565 | loss: 0.0311584 | val_loss: 0.0311813 | Time: 5345.68 ms
[2022-02-16 06:39:31 main:574] : INFO : Epoch 1566 | loss: 0.031158 | val_loss: 0.0311795 | Time: 4841.4 ms
[2022-02-16 06:39:37 main:574] : INFO : Epoch 1567 | loss: 0.0311576 | val_loss: 0.0311811 | Time: 5308.18 ms
[2022-02-16 06:39:42 main:574] : INFO : Epoch 1568 | loss: 0.0311555 | val_loss: 0.0311788 | Time: 5428.15 ms
[2022-02-16 06:39:47 main:574] : INFO : Epoch 1569 | loss: 0.0311539 | val_loss: 0.0311792 | Time: 5211.49 ms
[2022-02-16 06:39:52 main:574] : INFO : Epoch 1570 | loss: 0.0311552 | val_loss: 0.0311837 | Time: 4928.02 ms
[2022-02-16 06:39:57 main:574] : INFO : Epoch 1571 | loss: 0.0311533 | val_loss: 0.0311807 | Time: 5329.06 ms
[2022-02-16 06:40:03 main:574] : INFO : Epoch 1572 | loss: 0.0311529 | val_loss: 0.0311801 | Time: 5261.85 ms
[2022-02-16 06:40:08 main:574] : INFO : Epoch 1573 | loss: 0.031152 | val_loss: 0.0311851 | Time: 5181.91 ms
[2022-02-16 06:40:13 main:574] : INFO : Epoch 1574 | loss: 0.0311539 | val_loss: 0.0311879 | Time: 4837.31 ms
[2022-02-16 06:40:18 main:574] : INFO : Epoch 1575 | loss: 0.0311542 | val_loss: 0.0311862 | Time: 5435.67 ms
[2022-02-16 06:40:24 main:574] : INFO : Epoch 1576 | loss: 0.0311515 | val_loss: 0.0311828 | Time: 5397.45 ms
[2022-02-16 06:40:29 main:574] : INFO : Epoch 1577 | loss: 0.0311502 | val_loss: 0.0311825 | Time: 5054.19 ms
[2022-02-16 06:40:33 main:574] : INFO : Epoch 1578 | loss: 0.0311504 | val_loss: 0.0311852 | Time: 4664.54 ms
[2022-02-16 06:40:39 main:574] : INFO : Epoch 1579 | loss: 0.0311511 | val_loss: 0.0311855 | Time: 5353.17 ms
[2022-02-16 06:40:44 main:574] : INFO : Epoch 1580 | loss: 0.0311518 | val_loss: 0.03118 | Time: 5427.76 ms
[2022-02-16 06:40:49 main:574] : INFO : Epoch 1581 | loss: 0.0311534 | val_loss: 0.0311907 | Time: 5186.81 ms
[2022-02-16 06:40:54 main:574] : INFO : Epoch 1582 | loss: 0.0311568 | val_loss: 0.03119 | Time: 5141.08 ms
[2022-02-16 06:41:00 main:574] : INFO : Epoch 1583 | loss: 0.0311533 | val_loss: 0.0311808 | Time: 5401.54 ms
[2022-02-16 06:41:05 main:574] : INFO : Epoch 1584 | loss: 0.0311529 | val_loss: 0.0311834 | Time: 5292.98 ms
[2022-02-16 06:41:10 main:574] : INFO : Epoch 1585 | loss: 0.0311532 | val_loss: 0.0311805 | Time: 5010.24 ms
[2022-02-16 06:41:15 main:574] : INFO : Epoch 1586 | loss: 0.0311526 | val_loss: 0.0311814 | Time: 5264.44 ms
[2022-02-16 06:41:21 main:574] : INFO : Epoch 1587 | loss: 0.0311546 | val_loss: 0.0311776 | Time: 5492.29 ms
[2022-02-16 06:41:26 main:574] : INFO : Epoch 1588 | loss: 0.0311565 | val_loss: 0.0311797 | Time: 5045.88 ms
[2022-02-16 06:41:31 main:574] : INFO : Epoch 1589 | loss: 0.0311548 | val_loss: 0.031182 | Time: 4834.36 ms
[2022-02-16 06:41:36 main:574] : INFO : Epoch 1590 | loss: 0.031155 | val_loss: 0.0311831 | Time: 5161.92 ms
[2022-02-16 06:41:41 main:574] : INFO : Epoch 1591 | loss: 0.0311539 | val_loss: 0.0311784 | Time: 5363.85 ms
[2022-02-16 06:41:47 main:574] : INFO : Epoch 1592 | loss: 0.0311577 | val_loss: 0.0311798 | Time: 5346.73 ms
[2022-02-16 06:41:52 main:574] : INFO : Epoch 1593 | loss: 0.031157 | val_loss: 0.0311848 | Time: 4740.36 ms
[2022-02-16 06:41:57 main:574] : INFO : Epoch 1594 | loss: 0.0311542 | val_loss: 0.0311811 | Time: 5261.01 ms
[2022-02-16 06:42:02 main:574] : INFO : Epoch 1595 | loss: 0.0311542 | val_loss: 0.0311759 | Time: 5196.26 ms
[2022-02-16 06:42:07 main:574] : INFO : Epoch 1596 | loss: 0.031151 | val_loss: 0.0311787 | Time: 5322.73 ms
[2022-02-16 06:42:12 main:574] : INFO : Epoch 1597 | loss: 0.0311519 | val_loss: 0.031177 | Time: 4836.13 ms
[2022-02-16 06:42:18 main:574] : INFO : Epoch 1598 | loss: 0.0311507 | val_loss: 0.0311808 | Time: 5323.78 ms
[2022-02-16 06:42:23 main:574] : INFO : Epoch 1599 | loss: 0.0311498 | val_loss: 0.0311795 | Time: 5330.42 ms
[2022-02-16 06:42:28 main:574] : INFO : Epoch 1600 | loss: 0.0311496 | val_loss: 0.0311803 | Time: 5239.37 ms
[2022-02-16 06:42:33 main:574] : INFO : Epoch 1601 | loss: 0.0311526 | val_loss: 0.0311851 | Time: 4809.37 ms
[2022-02-16 06:42:38 main:574] : INFO : Epoch 1602 | loss: 0.0311573 | val_loss: 0.0311803 | Time: 5497.83 ms
[2022-02-16 06:42:44 main:574] : INFO : Epoch 1603 | loss: 0.0311547 | val_loss: 0.0311778 | Time: 5227.91 ms
[2022-02-16 06:42:49 main:574] : INFO : Epoch 1604 | loss: 0.0311583 | val_loss: 0.0311793 | Time: 5272.22 ms
[2022-02-16 06:42:54 main:574] : INFO : Epoch 1605 | loss: 0.0311594 | val_loss: 0.0311788 | Time: 4992.47 ms
[2022-02-16 06:42:59 main:574] : INFO : Epoch 1606 | loss: 0.0311654 | val_loss: 0.0311877 | Time: 5333.9 ms
[2022-02-16 06:43:05 main:574] : INFO : Epoch 1607 | loss: 0.0311729 | val_loss: 0.0311835 | Time: 5441.01 ms
[2022-02-16 06:43:10 main:574] : INFO : Epoch 1608 | loss: 0.0311751 | val_loss: 0.0311835 | Time: 4987.77 ms
[2022-02-16 06:43:15 main:574] : INFO : Epoch 1609 | loss: 0.0311718 | val_loss: 0.0311834 | Time: 5123.12 ms
[2022-02-16 06:43:20 main:574] : INFO : Epoch 1610 | loss: 0.0311697 | val_loss: 0.0311887 | Time: 5346.52 ms
[2022-02-16 06:43:26 main:574] : INFO : Epoch 1611 | loss: 0.0311699 | val_loss: 0.0311818 | Time: 5406.01 ms
[2022-02-16 06:43:31 main:574] : INFO : Epoch 1612 | loss: 0.0311743 | val_loss: 0.0311873 | Time: 4908.76 ms
[2022-02-16 06:43:36 main:574] : INFO : Epoch 1613 | loss: 0.0311729 | val_loss: 0.0311818 | Time: 5354.9 ms
[2022-02-16 06:43:41 main:574] : INFO : Epoch 1614 | loss: 0.0311663 | val_loss: 0.0311861 | Time: 5201.59 ms
[2022-02-16 06:43:46 main:574] : INFO : Epoch 1615 | loss: 0.0311758 | val_loss: 0.0311922 | Time: 5201.22 ms
[2022-02-16 06:43:51 main:574] : INFO : Epoch 1616 | loss: 0.0311932 | val_loss: 0.0311918 | Time: 4837.48 ms
[2022-02-16 06:43:57 main:574] : INFO : Epoch 1617 | loss: 0.0311952 | val_loss: 0.0311924 | Time: 5364.67 ms
[2022-02-16 06:44:02 main:574] : INFO : Epoch 1618 | loss: 0.0311917 | val_loss: 0.0311887 | Time: 5246.05 ms
[2022-02-16 06:44:07 main:574] : INFO : Epoch 1619 | loss: 0.0311919 | val_loss: 0.031188 | Time: 5227.42 ms
[2022-02-16 06:44:12 main:574] : INFO : Epoch 1620 | loss: 0.0311883 | val_loss: 0.0311871 | Time: 4743.7 ms
[2022-02-16 06:44:17 main:574] : INFO : Epoch 1621 | loss: 0.0311858 | val_loss: 0.031185 | Time: 5463.36 ms
[2022-02-16 06:44:23 main:574] : INFO : Epoch 1622 | loss: 0.0311839 | val_loss: 0.0311857 | Time: 5326.8 ms
[2022-02-16 06:44:28 main:574] : INFO : Epoch 1623 | loss: 0.0311832 | val_loss: 0.0311855 | Time: 5300.06 ms
[2022-02-16 06:44:33 main:574] : INFO : Epoch 1624 | loss: 0.0311828 | val_loss: 0.0311867 | Time: 4916.4 ms
[2022-02-16 06:44:38 main:574] : INFO : Epoch 1625 | loss: 0.0311826 | val_loss: 0.031187 | Time: 5447.3 ms
[2022-02-16 06:44:44 main:574] : INFO : Epoch 1626 | loss: 0.0311821 | val_loss: 0.0311861 | Time: 5344.04 ms
[2022-02-16 06:44:49 main:574] : INFO : Epoch 1627 | loss: 0.0311818 | val_loss: 0.0311858 | Time: 5051.16 ms
[2022-02-16 06:44:54 main:574] : INFO : Epoch 1628 | loss: 0.0311812 | val_loss: 0.0311864 | Time: 5178.65 ms
[2022-02-16 06:44:59 main:574] : INFO : Epoch 1629 | loss: 0.0311811 | val_loss: 0.0311848 | Time: 5338.77 ms
[2022-02-16 06:45:05 main:574] : INFO : Epoch 1630 | loss: 0.0311846 | val_loss: 0.0311898 | Time: 5207.03 ms
[2022-02-16 06:45:09 main:574] : INFO : Epoch 1631 | loss: 0.0311871 | val_loss: 0.0311871 | Time: 4988.71 ms
[2022-02-16 06:45:15 main:574] : INFO : Epoch 1632 | loss: 0.0311832 | val_loss: 0.0311855 | Time: 5355.73 ms
[2022-02-16 06:45:20 main:574] : INFO : Epoch 1633 | loss: 0.0311814 | val_loss: 0.0311827 | Time: 5375.81 ms
[2022-02-16 06:45:25 main:574] : INFO : Epoch 1634 | loss: 0.0311815 | val_loss: 0.0311842 | Time: 5238.18 ms
[2022-02-16 06:45:30 main:574] : INFO : Epoch 1635 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 4812.47 ms
[2022-02-16 06:45:35 main:574] : INFO : Epoch 1636 | loss: 0.0311809 | val_loss: 0.0311861 | Time: 5167.26 ms
[2022-02-16 06:45:41 main:574] : INFO : Epoch 1637 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 5299 ms
[2022-02-16 06:45:46 main:574] : INFO : Epoch 1638 | loss: 0.0311804 | val_loss: 0.0311852 | Time: 5250.46 ms
[2022-02-16 06:45:51 main:574] : INFO : Epoch 1639 | loss: 0.0311788 | val_loss: 0.0311846 | Time: 4839.95 ms
[2022-02-16 06:45:56 main:574] : INFO : Epoch 1640 | loss: 0.0311813 | val_loss: 0.0311873 | Time: 5351.31 ms
[2022-02-16 06:46:01 main:574] : INFO : Epoch 1641 | loss: 0.0311813 | val_loss: 0.0311842 | Time: 5170.55 ms
[2022-02-16 06:46:07 main:574] : INFO : Epoch 1642 | loss: 0.0311781 | val_loss: 0.0311829 | Time: 5285.04 ms
[2022-02-16 06:46:12 main:574] : INFO : Epoch 1643 | loss: 0.0311778 | val_loss: 0.031184 | Time: 4909.45 ms
[2022-02-16 06:46:17 main:574] : INFO : Epoch 1644 | loss: 0.0311782 | val_loss: 0.0311815 | Time: 5323.54 ms
[2022-02-16 06:46:22 main:574] : INFO : Epoch 1645 | loss: 0.0311809 | val_loss: 0.0311834 | Time: 5378.45 ms
[2022-02-16 06:46:28 main:574] : INFO : Epoch 1646 | loss: 0.0311759 | val_loss: 0.0311853 | Time: 5254.51 ms
[2022-02-16 06:46:33 main:574] : INFO : Epoch 1647 | loss: 0.0311768 | val_loss: 0.0311855 | Time: 5021.45 ms
[2022-02-16 06:46:38 main:574] : INFO : Epoch 1648 | loss: 0.0311781 | val_loss: 0.0311825 | Time: 5310.29 ms
[2022-02-16 06:46:43 main:574] : INFO : Epoch 1649 | loss: 0.0311772 | val_loss: 0.0311863 | Time: 5407.81 ms
[2022-02-16 06:46:48 main:574] : INFO : Epoch 1650 | loss: 0.0311779 | val_loss: 0.031182 | Time: 5059.45 ms
[2022-02-16 06:46:54 main:574] : INFO : Epoch 1651 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 5042.57 ms
[2022-02-16 06:46:59 main:574] : INFO : Epoch 1652 | loss: 0.0311777 | val_loss: 0.0311824 | Time: 5440.35 ms
[2022-02-16 06:47:04 main:574] : INFO : Epoch 1653 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 5440.21 ms
[2022-02-16 06:47:09 main:574] : INFO : Epoch 1654 | loss: 0.031176 | val_loss: 0.0311793 | Time: 4830.1 ms
[2022-02-16 06:47:15 main:574] : INFO : Epoch 1655 | loss: 0.0311737 | val_loss: 0.03118 | Time: 5382.18 ms
[2022-02-16 06:47:20 main:574] : INFO : Epoch 1656 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 5299.8 ms
[2022-02-16 06:47:25 main:574] : INFO : Epoch 1657 | loss: 0.0311742 | val_loss: 0.0311853 | Time: 5160.42 ms
[2022-02-16 06:47:30 main:574] : INFO : Epoch 1658 | loss: 0.031175 | val_loss: 0.031182 | Time: 4777.98 ms
[2022-02-16 06:47:35 main:574] : INFO : Epoch 1659 | loss: 0.031174 | val_loss: 0.0311807 | Time: 5375.22 ms
[2022-02-16 06:47:41 main:574] : INFO : Epoch 1660 | loss: 0.0311726 | val_loss: 0.0311834 | Time: 5366.73 ms
[2022-02-16 06:47:46 main:574] : INFO : Epoch 1661 | loss: 0.0311735 | val_loss: 0.0311831 | Time: 5459.56 ms
[2022-02-16 06:47:51 main:574] : INFO : Epoch 1662 | loss: 0.0311738 | val_loss: 0.0311864 | Time: 5167.88 ms
[2022-02-16 06:47:57 main:574] : INFO : Epoch 1663 | loss: 0.0311741 | val_loss: 0.0311834 | Time: 5362.07 ms
[2022-02-16 06:48:02 main:574] : INFO : Epoch 1664 | loss: 0.0311721 | val_loss: 0.031181 | Time: 5479.54 ms
[2022-02-16 06:48:07 main:574] : INFO : Epoch 1665 | loss: 0.0311714 | val_loss: 0.0311806 | Time: 4795.56 ms
[2022-02-16 06:48:12 main:574] : INFO : Epoch 1666 | loss: 0.0311711 | val_loss: 0.0311808 | Time: 5248.41 ms
[2022-02-16 06:48:18 main:574] : INFO : Epoch 1667 | loss: 0.031172 | val_loss: 0.0311814 | Time: 5543.98 ms
[2022-02-16 06:48:23 main:574] : INFO : Epoch 1668 | loss: 0.0311719 | val_loss: 0.0311809 | Time: 5156.28 ms
[2022-02-16 06:48:28 main:574] : INFO : Epoch 1669 | loss: 0.0311704 | val_loss: 0.0311818 | Time: 4937.95 ms
[2022-02-16 06:48:33 main:574] : INFO : Epoch 1670 | loss: 0.0311711 | val_loss: 0.0311859 | Time: 5268.51 ms
[2022-02-16 06:48:38 main:574] : INFO : Epoch 1671 | loss: 0.0311711 | val_loss: 0.0311816 | Time: 5282.61 ms
[2022-02-16 06:48:44 main:574] : INFO : Epoch 1672 | loss: 0.0311708 | val_loss: 0.0311836 | Time: 5276.59 ms
[2022-02-16 06:48:49 main:574] : INFO : Epoch 1673 | loss: 0.0311692 | val_loss: 0.0311825 | Time: 4966.1 ms
[2022-02-16 06:48:54 main:574] : INFO : Epoch 1674 | loss: 0.0311712 | val_loss: 0.0311827 | Time: 5225.99 ms
[2022-02-16 06:48:59 main:574] : INFO : Epoch 1675 | loss: 0.0311685 | val_loss: 0.0311841 | Time: 5351.88 ms
[2022-02-16 06:49:04 main:574] : INFO : Epoch 1676 | loss: 0.0311708 | val_loss: 0.031182 | Time: 5131.5 ms
[2022-02-16 06:49:09 main:574] : INFO : Epoch 1677 | loss: 0.0311713 | val_loss: 0.0311845 | Time: 4993.33 ms
[2022-02-16 06:49:15 main:574] : INFO : Epoch 1678 | loss: 0.0311714 | val_loss: 0.0311828 | Time: 5264.37 ms
[2022-02-16 06:49:20 main:574] : INFO : Epoch 1679 | loss: 0.031171 | val_loss: 0.0311841 | Time: 5325.63 ms
[2022-02-16 06:49:25 main:574] : INFO : Epoch 1680 | loss: 0.0311701 | val_loss: 0.0311852 | Time: 5047.18 ms
[2022-02-16 06:49:30 main:574] : INFO : Epoch 1681 | loss: 0.03117 | val_loss: 0.0311832 | Time: 5040.75 ms
[2022-02-16 06:49:36 main:574] : INFO : Epoch 1682 | loss: 0.0311694 | val_loss: 0.0311837 | Time: 5368.95 ms
[2022-02-16 06:49:41 main:574] : INFO : Epoch 1683 | loss: 0.0311687 | val_loss: 0.0311827 | Time: 5427.23 ms
[2022-02-16 06:49:46 main:574] : INFO : Epoch 1684 | loss: 0.0311705 | val_loss: 0.0311878 | Time: 4859.7 ms
[2022-02-16 06:49:51 main:574] : INFO : Epoch 1685 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 5205.53 ms
[2022-02-16 06:49:56 main:574] : INFO : Epoch 1686 | loss: 0.03117 | val_loss: 0.0311811 | Time: 5322.56 ms
[2022-02-16 06:50:02 main:574] : INFO : Epoch 1687 | loss: 0.0311705 | val_loss: 0.0311824 | Time: 5370.21 ms
[2022-02-16 06:50:07 main:574] : INFO : Epoch 1688 | loss: 0.0311703 | val_loss: 0.0311843 | Time: 4795.73 ms
[2022-02-16 06:50:12 main:574] : INFO : Epoch 1689 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 5591.26 ms
[2022-02-16 06:50:18 main:574] : INFO : Epoch 1690 | loss: 0.0311702 | val_loss: 0.0311874 | Time: 5469.38 ms
[2022-02-16 06:50:23 main:574] : INFO : Epoch 1691 | loss: 0.0311698 | val_loss: 0.0311828 | Time: 5137.12 ms
[2022-02-16 06:50:28 main:574] : INFO : Epoch 1692 | loss: 0.0311701 | val_loss: 0.0311809 | Time: 5143.32 ms
[2022-02-16 06:50:33 main:574] : INFO : Epoch 1693 | loss: 0.0311703 | val_loss: 0.0311817 | Time: 5322.91 ms
[2022-02-16 06:50:39 main:574] : INFO : Epoch 1694 | loss: 0.0311679 | val_loss: 0.0311816 | Time: 5371.78 ms
[2022-02-16 06:50:44 main:574] : INFO : Epoch 1695 | loss: 0.0311671 | val_loss: 0.0311814 | Time: 4945.56 ms
[2022-02-16 06:50:49 main:574] : INFO : Epoch 1696 | loss: 0.0311668 | val_loss: 0.0311849 | Time: 5158.19 ms
[2022-02-16 06:50:54 main:574] : INFO : Epoch 1697 | loss: 0.0311669 | val_loss: 0.0311825 | Time: 5235.81 ms
[2022-02-16 06:51:00 main:574] : INFO : Epoch 1698 | loss: 0.0311671 | val_loss: 0.0311858 | Time: 5506.95 ms
[2022-02-16 06:51:04 main:574] : INFO : Epoch 1699 | loss: 0.0311664 | val_loss: 0.0311838 | Time: 4808.03 ms
[2022-02-16 06:51:10 main:574] : INFO : Epoch 1700 | loss: 0.0311663 | val_loss: 0.0311848 | Time: 5246.84 ms
[2022-02-16 06:51:15 main:574] : INFO : Epoch 1701 | loss: 0.0311668 | val_loss: 0.0311875 | Time: 5366.59 ms
[2022-02-16 06:51:20 main:574] : INFO : Epoch 1702 | loss: 0.031166 | val_loss: 0.0311838 | Time: 5346.93 ms
[2022-02-16 06:51:25 main:574] : INFO : Epoch 1703 | loss: 0.031166 | val_loss: 0.0311832 | Time: 4835.12 ms
[2022-02-16 06:51:30 main:574] : INFO : Epoch 1704 | loss: 0.0311686 | val_loss: 0.0311786 | Time: 5302.28 ms
[2022-02-16 06:51:36 main:574] : INFO : Epoch 1705 | loss: 0.0311723 | val_loss: 0.0311798 | Time: 5385.06 ms
[2022-02-16 06:51:41 main:574] : INFO : Epoch 1706 | loss: 0.0311728 | val_loss: 0.0311868 | Time: 5134.35 ms
[2022-02-16 06:51:46 main:574] : INFO : Epoch 1707 | loss: 0.0311717 | val_loss: 0.031181 | Time: 4690.69 ms
[2022-02-16 06:51:51 main:574] : INFO : Epoch 1708 | loss: 0.0311707 | val_loss: 0.031183 | Time: 5155.22 ms
[2022-02-16 06:51:56 main:574] : INFO : Epoch 1709 | loss: 0.0311697 | val_loss: 0.031181 | Time: 5405.99 ms
[2022-02-16 06:52:02 main:574] : INFO : Epoch 1710 | loss: 0.03117 | val_loss: 0.0311804 | Time: 5226.73 ms
[2022-02-16 06:52:06 main:574] : INFO : Epoch 1711 | loss: 0.0311699 | val_loss: 0.0311793 | Time: 4820.73 ms
[2022-02-16 06:52:12 main:574] : INFO : Epoch 1712 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 5354.3 ms
[2022-02-16 06:52:17 main:574] : INFO : Epoch 1713 | loss: 0.0311699 | val_loss: 0.0311793 | Time: 5270.99 ms
[2022-02-16 06:52:22 main:574] : INFO : Epoch 1714 | loss: 0.0311682 | val_loss: 0.0311781 | Time: 5234.47 ms
[2022-02-16 06:52:27 main:574] : INFO : Epoch 1715 | loss: 0.0311687 | val_loss: 0.0311788 | Time: 5038.44 ms
[2022-02-16 06:52:33 main:574] : INFO : Epoch 1716 | loss: 0.0311685 | val_loss: 0.0311792 | Time: 5459.7 ms
[2022-02-16 06:52:38 main:574] : INFO : Epoch 1717 | loss: 0.0311697 | val_loss: 0.0311938 | Time: 5442.24 ms
[2022-02-16 06:52:43 main:574] : INFO : Epoch 1718 | loss: 0.0311821 | val_loss: 0.0311846 | Time: 4842.9 ms
[2022-02-16 06:52:48 main:574] : INFO : Epoch 1719 | loss: 0.0311827 | val_loss: 0.0311802 | Time: 5165.01 ms
[2022-02-16 06:52:54 main:574] : INFO : Epoch 1720 | loss: 0.0311802 | val_loss: 0.0311811 | Time: 5461.65 ms
[2022-02-16 06:52:59 main:574] : INFO : Epoch 1721 | loss: 0.0311803 | val_loss: 0.0311787 | Time: 5149.82 ms
[2022-02-16 06:53:04 main:574] : INFO : Epoch 1722 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 5044.36 ms
[2022-02-16 06:53:09 main:574] : INFO : Epoch 1723 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 5357.63 ms
[2022-02-16 06:53:15 main:574] : INFO : Epoch 1724 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 5368.32 ms
[2022-02-16 06:53:20 main:574] : INFO : Epoch 1725 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 5181.01 ms
[2022-02-16 06:53:25 main:574] : INFO : Epoch 1726 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 5105.77 ms
[2022-02-16 06:53:30 main:574] : INFO : Epoch 1727 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 5357.08 ms
[2022-02-16 06:53:36 main:574] : INFO : Epoch 1728 | loss: 0.031173 | val_loss: 0.0311846 | Time: 5345.06 ms
[2022-02-16 06:53:41 main:574] : INFO : Epoch 1729 | loss: 0.0311743 | val_loss: 0.031178 | Time: 5089.71 ms
[2022-02-16 06:53:46 main:574] : INFO : Epoch 1730 | loss: 0.031171 | val_loss: 0.0311833 | Time: 5262.61 ms
[2022-02-16 06:53:52 main:574] : INFO : Epoch 1731 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 5426.21 ms
[2022-02-16 06:53:57 main:574] : INFO : Epoch 1732 | loss: 0.0311707 | val_loss: 0.0311806 | Time: 5334.84 ms
[2022-02-16 06:54:02 main:574] : INFO : Epoch 1733 | loss: 0.0311697 | val_loss: 0.0311793 | Time: 4911.18 ms
[2022-02-16 06:54:07 main:574] : INFO : Epoch 1734 | loss: 0.0311719 | val_loss: 0.0311828 | Time: 5496.42 ms
[2022-02-16 06:54:13 main:574] : INFO : Epoch 1735 | loss: 0.0311692 | val_loss: 0.0311809 | Time: 5378.45 ms
[2022-02-16 06:54:18 main:574] : INFO : Epoch 1736 | loss: 0.0311722 | val_loss: 0.0311822 | Time: 5258.79 ms
[2022-02-16 06:54:23 main:574] : INFO : Epoch 1737 | loss: 0.0311746 | val_loss: 0.0311856 | Time: 5152.89 ms
[2022-02-16 06:54:29 main:574] : INFO : Epoch 1738 | loss: 0.0311738 | val_loss: 0.0311829 | Time: 5499.22 ms
[2022-02-16 06:54:34 main:574] : INFO : Epoch 1739 | loss: 0.0311708 | val_loss: 0.0311812 | Time: 5176.49 ms
[2022-02-16 06:54:39 main:574] : INFO : Epoch 1740 | loss: 0.0311742 | val_loss: 0.0311819 | Time: 5046.48 ms
[2022-02-16 06:54:44 main:574] : INFO : Epoch 1741 | loss: 0.0311703 | val_loss: 0.0311831 | Time: 5277.65 ms
[2022-02-16 06:54:49 main:574] : INFO : Epoch 1742 | loss: 0.0311692 | val_loss: 0.0311834 | Time: 5243.2 ms
[2022-02-16 06:54:55 main:574] : INFO : Epoch 1743 | loss: 0.0311685 | val_loss: 0.0311819 | Time: 5469.54 ms
[2022-02-16 06:55:00 main:574] : INFO : Epoch 1744 | loss: 0.0311671 | val_loss: 0.0311816 | Time: 4928.64 ms
[2022-02-16 06:55:05 main:574] : INFO : Epoch 1745 | loss: 0.0311673 | val_loss: 0.0311814 | Time: 5384.47 ms
[2022-02-16 06:55:11 main:574] : INFO : Epoch 1746 | loss: 0.0311692 | val_loss: 0.0311821 | Time: 5539.27 ms
[2022-02-16 06:55:16 main:574] : INFO : Epoch 1747 | loss: 0.0311682 | val_loss: 0.0311803 | Time: 5192.44 ms
[2022-02-16 06:55:21 main:574] : INFO : Epoch 1748 | loss: 0.0311666 | val_loss: 0.0311812 | Time: 4963.94 ms
[2022-02-16 06:55:26 main:574] : INFO : Epoch 1749 | loss: 0.0311689 | val_loss: 0.0311807 | Time: 5404.63 ms
[2022-02-16 06:55:32 main:574] : INFO : Epoch 1750 | loss: 0.0311679 | val_loss: 0.0311808 | Time: 5409.97 ms
[2022-02-16 06:55:37 main:574] : INFO : Epoch 1751 | loss: 0.0311664 | val_loss: 0.0311805 | Time: 5112.83 ms
[2022-02-16 06:55:42 main:574] : INFO : Epoch 1752 | loss: 0.0311664 | val_loss: 0.0311823 | Time: 5147.94 ms
[2022-02-16 06:55:47 main:574] : INFO : Epoch 1753 | loss: 0.031166 | val_loss: 0.0311802 | Time: 5407.18 ms
[2022-02-16 06:55:53 main:574] : INFO : Epoch 1754 | loss: 0.0311655 | val_loss: 0.0311805 | Time: 5305.73 ms
[2022-02-16 06:55:58 main:574] : INFO : Epoch 1755 | loss: 0.0311655 | val_loss: 0.0311832 | Time: 4954.23 ms
[2022-02-16 06:56:03 main:574] : INFO : Epoch 1756 | loss: 0.0311643 | val_loss: 0.0311805 | Time: 5428.74 ms
[2022-02-16 06:56:09 main:574] : INFO : Epoch 1757 | loss: 0.0311639 | val_loss: 0.03118 | Time: 5425.61 ms
[2022-02-16 06:56:14 main:574] : INFO : Epoch 1758 | loss: 0.0311644 | val_loss: 0.0311832 | Time: 5286.65 ms
[2022-02-16 06:56:19 main:574] : INFO : Epoch 1759 | loss: 0.0311637 | val_loss: 0.0311818 | Time: 4953.44 ms
[2022-02-16 06:56:24 main:574] : INFO : Epoch 1760 | loss: 0.0311648 | val_loss: 0.0311811 | Time: 5393.89 ms
[2022-02-16 06:56:30 main:574] : INFO : Epoch 1761 | loss: 0.031166 | val_loss: 0.0311809 | Time: 5395.52 ms
[2022-02-16 06:56:35 main:574] : INFO : Epoch 1762 | loss: 0.0311657 | val_loss: 0.0311836 | Time: 5106.02 ms
[2022-02-16 06:56:40 main:574] : INFO : Epoch 1763 | loss: 0.031166 | val_loss: 0.0311862 | Time: 5167.98 ms
[2022-02-16 06:56:45 main:574] : INFO : Epoch 1764 | loss: 0.0311682 | val_loss: 0.0311815 | Time: 5503.85 ms
[2022-02-16 06:56:51 main:574] : INFO : Epoch 1765 | loss: 0.0311644 | val_loss: 0.0311793 | Time: 5434.76 ms
[2022-02-16 06:56:56 main:574] : INFO : Epoch 1766 | loss: 0.0311644 | val_loss: 0.0311803 | Time: 5041.33 ms
[2022-02-16 06:57:01 main:574] : INFO : Epoch 1767 | loss: 0.0311626 | val_loss: 0.0311815 | Time: 5264.31 ms
[2022-02-16 06:57:07 main:574] : INFO : Epoch 1768 | loss: 0.0311643 | val_loss: 0.0311827 | Time: 5488.18 ms
[2022-02-16 06:57:12 main:574] : INFO : Epoch 1769 | loss: 0.0311628 | val_loss: 0.0311815 | Time: 5164.12 ms
[2022-02-16 06:57:17 main:574] : INFO : Epoch 1770 | loss: 0.0311635 | val_loss: 0.03118 | Time: 5206.63 ms
[2022-02-16 06:57:22 main:574] : INFO : Epoch 1771 | loss: 0.0311631 | val_loss: 0.0311805 | Time: 5274.76 ms
[2022-02-16 06:57:28 main:574] : INFO : Epoch 1772 | loss: 0.0311637 | val_loss: 0.0311823 | Time: 5290.58 ms
[2022-02-16 06:57:33 main:574] : INFO : Epoch 1773 | loss: 0.0311637 | val_loss: 0.0311797 | Time: 4995.87 ms
[2022-02-16 06:57:38 main:574] : INFO : Epoch 1774 | loss: 0.0311683 | val_loss: 0.0311814 | Time: 5309.19 ms
[2022-02-16 06:57:44 main:574] : INFO : Epoch 1775 | loss: 0.0311717 | val_loss: 0.0311874 | Time: 5487.52 ms
[2022-02-16 06:57:49 main:574] : INFO : Epoch 1776 | loss: 0.0311715 | val_loss: 0.031182 | Time: 5229.64 ms
[2022-02-16 06:57:54 main:574] : INFO : Epoch 1777 | loss: 0.0311711 | val_loss: 0.031179 | Time: 5000.05 ms
[2022-02-16 06:57:59 main:574] : INFO : Epoch 1778 | loss: 0.0311726 | val_loss: 0.0311872 | Time: 5420.06 ms
[2022-02-16 06:58:05 main:574] : INFO : Epoch 1779 | loss: 0.031172 | val_loss: 0.0311772 | Time: 5342.55 ms
[2022-02-16 06:58:10 main:574] : INFO : Epoch 1780 | loss: 0.0311703 | val_loss: 0.0311798 | Time: 5247.27 ms
[2022-02-16 06:58:15 main:574] : INFO : Epoch 1781 | loss: 0.0311711 | val_loss: 0.031178 | Time: 5070.3 ms
[2022-02-16 06:58:20 main:574] : INFO : Epoch 1782 | loss: 0.0311704 | val_loss: 0.0311796 | Time: 5443.59 ms
[2022-02-16 06:58:26 main:574] : INFO : Epoch 1783 | loss: 0.0311718 | val_loss: 0.0311773 | Time: 5342.46 ms
[2022-02-16 06:58:31 main:574] : INFO : Epoch 1784 | loss: 0.0311704 | val_loss: 0.0311819 | Time: 4928.1 ms
[2022-02-16 06:58:36 main:574] : INFO : Epoch 1785 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 5140.34 ms
[2022-02-16 06:58:41 main:574] : INFO : Epoch 1786 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 5311.59 ms
[2022-02-16 06:58:46 main:574] : INFO : Epoch 1787 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 5394.83 ms
[2022-02-16 06:58:51 main:574] : INFO : Epoch 1788 | loss: 0.0311756 | val_loss: 0.0311796 | Time: 4865.2 ms
[2022-02-16 06:58:57 main:574] : INFO : Epoch 1789 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 5299.46 ms
[2022-02-16 06:59:02 main:574] : INFO : Epoch 1790 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 5430.03 ms
[2022-02-16 06:59:07 main:574] : INFO : Epoch 1791 | loss: 0.031172 | val_loss: 0.0311772 | Time: 5332.74 ms
[2022-02-16 06:59:12 main:574] : INFO : Epoch 1792 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 4825.49 ms
[2022-02-16 06:59:18 main:574] : INFO : Epoch 1793 | loss: 0.0311723 | val_loss: 0.0311827 | Time: 5273.02 ms
[2022-02-16 06:59:23 main:574] : INFO : Epoch 1794 | loss: 0.0311722 | val_loss: 0.0311792 | Time: 5313.25 ms
[2022-02-16 06:59:28 main:574] : INFO : Epoch 1795 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 5249.78 ms
[2022-02-16 06:59:33 main:574] : INFO : Epoch 1796 | loss: 0.0311712 | val_loss: 0.0311775 | Time: 5004.44 ms
[2022-02-16 06:59:39 main:574] : INFO : Epoch 1797 | loss: 0.0311705 | val_loss: 0.0311798 | Time: 5375.81 ms
[2022-02-16 06:59:44 main:574] : INFO : Epoch 1798 | loss: 0.0311716 | val_loss: 0.0311815 | Time: 5522.22 ms
[2022-02-16 06:59:49 main:574] : INFO : Epoch 1799 | loss: 0.0311707 | val_loss: 0.0311791 | Time: 5144.98 ms
[2022-02-16 06:59:54 main:574] : INFO : Epoch 1800 | loss: 0.0311694 | val_loss: 0.0311787 | Time: 5225.1 ms
[2022-02-16 07:00:00 main:574] : INFO : Epoch 1801 | loss: 0.0311692 | val_loss: 0.0311815 | Time: 5562.31 ms
[2022-02-16 07:00:05 main:574] : INFO : Epoch 1802 | loss: 0.0311683 | val_loss: 0.0311779 | Time: 5330.1 ms
[2022-02-16 07:00:10 main:574] : INFO : Epoch 1803 | loss: 0.0311692 | val_loss: 0.031178 | Time: 5045.94 ms
[2022-02-16 07:00:16 main:574] : INFO : Epoch 1804 | loss: 0.031168 | val_loss: 0.0311823 | Time: 5406.44 ms
[2022-02-16 07:00:21 main:574] : INFO : Epoch 1805 | loss: 0.0311695 | val_loss: 0.0311819 | Time: 5447.93 ms
[2022-02-16 07:00:26 main:574] : INFO : Epoch 1806 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 5116.42 ms
[2022-02-16 07:00:32 main:574] : INFO : Epoch 1807 | loss: 0.0311707 | val_loss: 0.0311833 | Time: 5071.42 ms
[2022-02-16 07:00:37 main:574] : INFO : Epoch 1808 | loss: 0.0311688 | val_loss: 0.0311783 | Time: 5422.05 ms
[2022-02-16 07:00:42 main:574] : INFO : Epoch 1809 | loss: 0.0311659 | val_loss: 0.0311791 | Time: 5416.46 ms
[2022-02-16 07:00:47 main:574] : INFO : Epoch 1810 | loss: 0.0311699 | val_loss: 0.0311803 | Time: 4895.1 ms
[2022-02-16 07:00:53 main:574] : INFO : Epoch 1811 | loss: 0.0311717 | val_loss: 0.0311798 | Time: 5263.47 ms
[2022-02-16 07:00:58 main:574] : INFO : Epoch 1812 | loss: 0.0311715 | val_loss: 0.0311805 | Time: 5366.07 ms
[2022-02-16 07:01:03 main:574] : INFO : Epoch 1813 | loss: 0.0311736 | val_loss: 0.0311822 | Time: 5330.01 ms
[2022-02-16 07:01:08 main:574] : INFO : Epoch 1814 | loss: 0.0311713 | val_loss: 0.0311816 | Time: 4904.27 ms
[2022-02-16 07:01:14 main:574] : INFO : Epoch 1815 | loss: 0.03117 | val_loss: 0.0311834 | Time: 5342.14 ms
[2022-02-16 07:01:19 main:574] : INFO : Epoch 1816 | loss: 0.0311714 | val_loss: 0.0311831 | Time: 5265.04 ms
[2022-02-16 07:01:24 main:574] : INFO : Epoch 1817 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 5248.88 ms
[2022-02-16 07:01:29 main:574] : INFO : Epoch 1818 | loss: 0.0311702 | val_loss: 0.0311828 | Time: 4809.35 ms
[2022-02-16 07:01:34 main:574] : INFO : Epoch 1819 | loss: 0.0311694 | val_loss: 0.0311813 | Time: 5225.47 ms
[2022-02-16 07:01:39 main:574] : INFO : Epoch 1820 | loss: 0.0311694 | val_loss: 0.0311822 | Time: 5247.89 ms
[2022-02-16 07:01:45 main:574] : INFO : Epoch 1821 | loss: 0.0311701 | val_loss: 0.0311807 | Time: 5572.4 ms
[2022-02-16 07:01:50 main:574] : INFO : Epoch 1822 | loss: 0.0311683 | val_loss: 0.0311831 | Time: 4849.05 ms
[2022-02-16 07:01:55 main:574] : INFO : Epoch 1823 | loss: 0.0311695 | val_loss: 0.0311832 | Time: 5403.68 ms
[2022-02-16 07:02:01 main:574] : INFO : Epoch 1824 | loss: 0.0311681 | val_loss: 0.0311846 | Time: 5378.17 ms
[2022-02-16 07:02:06 main:574] : INFO : Epoch 1825 | loss: 0.0311677 | val_loss: 0.0311834 | Time: 5405.11 ms
[2022-02-16 07:02:11 main:574] : INFO : Epoch 1826 | loss: 0.0311663 | val_loss: 0.031183 | Time: 5000.22 ms
[2022-02-16 07:02:16 main:574] : INFO : Epoch 1827 | loss: 0.0311655 | val_loss: 0.0311835 | Time: 5264.13 ms
[2022-02-16 07:02:22 main:574] : INFO : Epoch 1828 | loss: 0.0311675 | val_loss: 0.0311857 | Time: 5433.51 ms
[2022-02-16 07:02:27 main:574] : INFO : Epoch 1829 | loss: 0.0311682 | val_loss: 0.0311827 | Time: 5202.49 ms
[2022-02-16 07:02:32 main:574] : INFO : Epoch 1830 | loss: 0.0311689 | val_loss: 0.0311856 | Time: 4965.94 ms
[2022-02-16 07:02:37 main:574] : INFO : Epoch 1831 | loss: 0.0311684 | val_loss: 0.0311872 | Time: 5012.47 ms
[2022-02-16 07:02:42 main:574] : INFO : Epoch 1832 | loss: 0.0311681 | val_loss: 0.0311891 | Time: 5419.75 ms
[2022-02-16 07:02:48 main:574] : INFO : Epoch 1833 | loss: 0.0311667 | val_loss: 0.0311835 | Time: 5223.9 ms
[2022-02-16 07:02:53 main:574] : INFO : Epoch 1834 | loss: 0.0311679 | val_loss: 0.0311819 | Time: 4913.16 ms
[2022-02-16 07:02:58 main:574] : INFO : Epoch 1835 | loss: 0.0311663 | val_loss: 0.031184 | Time: 5449.56 ms
[2022-02-16 07:03:03 main:574] : INFO : Epoch 1836 | loss: 0.0311644 | val_loss: 0.0311828 | Time: 5260.09 ms
[2022-02-16 07:03:08 main:574] : INFO : Epoch 1837 | loss: 0.0311648 | val_loss: 0.0311835 | Time: 5175.02 ms
[2022-02-16 07:03:13 main:574] : INFO : Epoch 1838 | loss: 0.031165 | val_loss: 0.0311815 | Time: 4790.13 ms
[2022-02-16 07:03:19 main:574] : INFO : Epoch 1839 | loss: 0.0311705 | val_loss: 0.031183 | Time: 5403.36 ms
[2022-02-16 07:03:24 main:574] : INFO : Epoch 1840 | loss: 0.0311705 | val_loss: 0.0311773 | Time: 5392.23 ms
[2022-02-16 07:03:29 main:574] : INFO : Epoch 1841 | loss: 0.0311693 | val_loss: 0.0311833 | Time: 5161.04 ms
[2022-02-16 07:03:34 main:574] : INFO : Epoch 1842 | loss: 0.0311712 | val_loss: 0.031178 | Time: 4983.6 ms
[2022-02-16 07:03:40 main:574] : INFO : Epoch 1843 | loss: 0.0311708 | val_loss: 0.0311786 | Time: 5429.01 ms
[2022-02-16 07:03:45 main:574] : INFO : Epoch 1844 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 5253.62 ms
[2022-02-16 07:03:50 main:574] : INFO : Epoch 1845 | loss: 0.0311743 | val_loss: 0.0311809 | Time: 5120.95 ms
[2022-02-16 07:03:55 main:574] : INFO : Epoch 1846 | loss: 0.0311724 | val_loss: 0.0311815 | Time: 5229.36 ms
[2022-02-16 07:04:01 main:574] : INFO : Epoch 1847 | loss: 0.0311774 | val_loss: 0.0311804 | Time: 5374.16 ms
[2022-02-16 07:04:06 main:574] : INFO : Epoch 1848 | loss: 0.0311761 | val_loss: 0.0311785 | Time: 5286.3 ms
[2022-02-16 07:04:11 main:574] : INFO : Epoch 1849 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 4881.43 ms
[2022-02-16 07:04:16 main:574] : INFO : Epoch 1850 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 4958.36 ms
[2022-02-16 07:04:21 main:574] : INFO : Epoch 1851 | loss: 0.031176 | val_loss: 0.0311796 | Time: 5497.74 ms
[2022-02-16 07:04:27 main:574] : INFO : Epoch 1852 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 5353.67 ms
[2022-02-16 07:04:32 main:574] : INFO : Epoch 1853 | loss: 0.0311737 | val_loss: 0.0311796 | Time: 4939.68 ms
[2022-02-16 07:04:37 main:574] : INFO : Epoch 1854 | loss: 0.031171 | val_loss: 0.0311807 | Time: 5404.94 ms
[2022-02-16 07:04:42 main:574] : INFO : Epoch 1855 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 5226.21 ms
[2022-02-16 07:04:48 main:574] : INFO : Epoch 1856 | loss: 0.0311689 | val_loss: 0.0311799 | Time: 5352.88 ms
[2022-02-16 07:04:52 main:574] : INFO : Epoch 1857 | loss: 0.0311698 | val_loss: 0.0311786 | Time: 4795.74 ms
[2022-02-16 07:04:58 main:574] : INFO : Epoch 1858 | loss: 0.0311688 | val_loss: 0.0311794 | Time: 5475.06 ms
[2022-02-16 07:05:03 main:574] : INFO : Epoch 1859 | loss: 0.0311678 | val_loss: 0.0311795 | Time: 5515.04 ms
[2022-02-16 07:05:09 main:574] : INFO : Epoch 1860 | loss: 0.0311682 | val_loss: 0.0311773 | Time: 5167.92 ms
[2022-02-16 07:05:14 main:574] : INFO : Epoch 1861 | loss: 0.0311714 | val_loss: 0.0311783 | Time: 5157.03 ms
[2022-02-16 07:05:19 main:574] : INFO : Epoch 1862 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 5416.35 ms
[2022-02-16 07:05:25 main:574] : INFO : Epoch 1863 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 5394.1 ms
[2022-02-16 07:05:30 main:574] : INFO : Epoch 1864 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 5002.6 ms
[2022-02-16 07:05:35 main:574] : INFO : Epoch 1865 | loss: 0.0311701 | val_loss: 0.0311792 | Time: 5238.79 ms
[2022-02-16 07:05:40 main:574] : INFO : Epoch 1866 | loss: 0.0311676 | val_loss: 0.031178 | Time: 5087.77 ms
[2022-02-16 07:05:45 main:574] : INFO : Epoch 1867 | loss: 0.0311676 | val_loss: 0.0311793 | Time: 5317.61 ms
[2022-02-16 07:05:50 main:574] : INFO : Epoch 1868 | loss: 0.0311669 | val_loss: 0.0311779 | Time: 5045.08 ms
[2022-02-16 07:05:56 main:574] : INFO : Epoch 1869 | loss: 0.031166 | val_loss: 0.0311792 | Time: 5159.99 ms
[2022-02-16 07:06:01 main:574] : INFO : Epoch 1870 | loss: 0.031166 | val_loss: 0.0311778 | Time: 5254.74 ms
[2022-02-16 07:06:06 main:574] : INFO : Epoch 1871 | loss: 0.0311661 | val_loss: 0.0311801 | Time: 5382.05 ms
[2022-02-16 07:06:11 main:574] : INFO : Epoch 1872 | loss: 0.0311728 | val_loss: 0.0311796 | Time: 4980.97 ms
[2022-02-16 07:06:16 main:574] : INFO : Epoch 1873 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 5240.23 ms
[2022-02-16 07:06:22 main:574] : INFO : Epoch 1874 | loss: 0.0311714 | val_loss: 0.031182 | Time: 5276.5 ms
[2022-02-16 07:06:27 main:574] : INFO : Epoch 1875 | loss: 0.0311751 | val_loss: 0.0311844 | Time: 5466.27 ms
[2022-02-16 07:06:32 main:574] : INFO : Epoch 1876 | loss: 0.0311741 | val_loss: 0.031182 | Time: 4888.73 ms
[2022-02-16 07:06:37 main:574] : INFO : Epoch 1877 | loss: 0.0311715 | val_loss: 0.0311812 | Time: 5253.69 ms
[2022-02-16 07:06:43 main:574] : INFO : Epoch 1878 | loss: 0.0311716 | val_loss: 0.0311828 | Time: 5424.19 ms
[2022-02-16 07:06:48 main:574] : INFO : Epoch 1879 | loss: 0.0311698 | val_loss: 0.031184 | Time: 5254.98 ms
[2022-02-16 07:06:53 main:574] : INFO : Epoch 1880 | loss: 0.0311741 | val_loss: 0.0311865 | Time: 4845.37 ms
[2022-02-16 07:06:58 main:574] : INFO : Epoch 1881 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 5327.65 ms
[2022-02-16 07:07:04 main:574] : INFO : Epoch 1882 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 5489.61 ms
[2022-02-16 07:07:09 main:574] : INFO : Epoch 1883 | loss: 0.0311747 | val_loss: 0.0311868 | Time: 5304.23 ms
[2022-02-16 07:07:14 main:574] : INFO : Epoch 1884 | loss: 0.0311776 | val_loss: 0.0311847 | Time: 4925.66 ms
[2022-02-16 07:07:19 main:574] : INFO : Epoch 1885 | loss: 0.0311773 | val_loss: 0.0311802 | Time: 5436.07 ms
[2022-02-16 07:07:25 main:574] : INFO : Epoch 1886 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 5410.25 ms
[2022-02-16 07:07:30 main:574] : INFO : Epoch 1887 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 5092.02 ms
[2022-02-16 07:07:35 main:574] : INFO : Epoch 1888 | loss: 0.0311745 | val_loss: 0.0311821 | Time: 5213.38 ms
[2022-02-16 07:07:41 main:574] : INFO : Epoch 1889 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 5323.63 ms
[2022-02-16 07:07:46 main:574] : INFO : Epoch 1890 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 5431.86 ms
[2022-02-16 07:07:51 main:574] : INFO : Epoch 1891 | loss: 0.0311731 | val_loss: 0.0311823 | Time: 4826.9 ms
[2022-02-16 07:07:56 main:574] : INFO : Epoch 1892 | loss: 0.0311779 | val_loss: 0.0312067 | Time: 5481.94 ms
[2022-02-16 07:08:03 main:574] : INFO : Epoch 1893 | loss: 0.0366111 | val_loss: 0.0457681 | Time: 6240.66 ms
[2022-02-16 07:08:08 main:574] : INFO : Epoch 1894 | loss: 0.0368624 | val_loss: 0.0319958 | Time: 5011.05 ms
[2022-02-16 07:08:13 main:574] : INFO : Epoch 1895 | loss: 0.0317681 | val_loss: 0.0314168 | Time: 5288.22 ms
[2022-02-16 07:08:18 main:574] : INFO : Epoch 1896 | loss: 0.0313014 | val_loss: 0.0312255 | Time: 5511.4 ms
[2022-02-16 07:08:24 main:574] : INFO : Epoch 1897 | loss: 0.031216 | val_loss: 0.0311998 | Time: 5298.15 ms
[2022-02-16 07:08:29 main:574] : INFO : Epoch 1898 | loss: 0.0311932 | val_loss: 0.0311889 | Time: 5075.4 ms
[2022-02-16 07:08:34 main:574] : INFO : Epoch 1899 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 5441.61 ms
[2022-02-16 07:08:40 main:574] : INFO : Epoch 1900 | loss: 0.0311823 | val_loss: 0.0311842 | Time: 5490.94 ms
[2022-02-16 07:08:45 main:574] : INFO : Epoch 1901 | loss: 0.0311809 | val_loss: 0.0311827 | Time: 5078.34 ms
[2022-02-16 07:08:50 main:574] : INFO : Epoch 1902 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 5238.95 ms
[2022-02-16 07:08:56 main:574] : INFO : Epoch 1903 | loss: 0.0311783 | val_loss: 0.0311821 | Time: 5449 ms
[2022-02-16 07:09:01 main:574] : INFO : Epoch 1904 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 5619.98 ms
[2022-02-16 07:09:06 main:574] : INFO : Epoch 1905 | loss: 0.0311774 | val_loss: 0.031182 | Time: 4706.87 ms
[2022-02-16 07:09:11 main:574] : INFO : Epoch 1906 | loss: 0.0311765 | val_loss: 0.0311812 | Time: 5394.11 ms
[2022-02-16 07:09:17 main:574] : INFO : Epoch 1907 | loss: 0.0311758 | val_loss: 0.0311821 | Time: 5478.94 ms
[2022-02-16 07:09:22 main:574] : INFO : Epoch 1908 | loss: 0.0311757 | val_loss: 0.031181 | Time: 5236.04 ms
[2022-02-16 07:09:27 main:574] : INFO : Epoch 1909 | loss: 0.0311753 | val_loss: 0.0311809 | Time: 5074.34 ms
[2022-02-16 07:09:32 main:574] : INFO : Epoch 1910 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 5276.2 ms
[2022-02-16 07:09:38 main:574] : INFO : Epoch 1911 | loss: 0.031174 | val_loss: 0.0311789 | Time: 5326.76 ms
[2022-02-16 07:09:43 main:574] : INFO : Epoch 1912 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 5087.33 ms
[2022-02-16 07:09:48 main:574] : INFO : Epoch 1913 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 5019.5 ms
[2022-02-16 07:09:53 main:574] : INFO : Epoch 1914 | loss: 0.0311716 | val_loss: 0.03118 | Time: 5380.03 ms
[2022-02-16 07:09:58 main:574] : INFO : Epoch 1915 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 5279.38 ms
[2022-02-16 07:10:04 main:574] : INFO : Epoch 1916 | loss: 0.0311715 | val_loss: 0.0311793 | Time: 5232.05 ms
[2022-02-16 07:10:09 main:574] : INFO : Epoch 1917 | loss: 0.031171 | val_loss: 0.03118 | Time: 5422.1 ms
[2022-02-16 07:10:15 main:574] : INFO : Epoch 1918 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 5377.32 ms
[2022-02-16 07:10:20 main:574] : INFO : Epoch 1919 | loss: 0.03117 | val_loss: 0.0311786 | Time: 5334.03 ms
[2022-02-16 07:10:25 main:574] : INFO : Epoch 1920 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 4895.45 ms
[2022-02-16 07:10:30 main:574] : INFO : Epoch 1921 | loss: 0.0311694 | val_loss: 0.0311783 | Time: 5411.44 ms
[2022-02-16 07:10:36 main:574] : INFO : Epoch 1922 | loss: 0.0311692 | val_loss: 0.0311787 | Time: 5391.86 ms
[2022-02-16 07:10:41 main:574] : INFO : Epoch 1923 | loss: 0.0311686 | val_loss: 0.0311789 | Time: 5285.72 ms
[2022-02-16 07:10:46 main:574] : INFO : Epoch 1924 | loss: 0.0311686 | val_loss: 0.0311788 | Time: 4909.2 ms
[2022-02-16 07:10:51 main:574] : INFO : Epoch 1925 | loss: 0.0311682 | val_loss: 0.031179 | Time: 5391.69 ms
[2022-02-16 07:10:57 main:574] : INFO : Epoch 1926 | loss: 0.0311682 | val_loss: 0.0311784 | Time: 5429.73 ms
[2022-02-16 07:11:02 main:574] : INFO : Epoch 1927 | loss: 0.0311678 | val_loss: 0.0311789 | Time: 5194.25 ms
[2022-02-16 07:11:07 main:574] : INFO : Epoch 1928 | loss: 0.0311673 | val_loss: 0.0311788 | Time: 5140.86 ms
[2022-02-16 07:11:12 main:574] : INFO : Epoch 1929 | loss: 0.0311669 | val_loss: 0.0311789 | Time: 5205.02 ms
[2022-02-16 07:11:18 main:574] : INFO : Epoch 1930 | loss: 0.0311666 | val_loss: 0.0311788 | Time: 5484.12 ms
[2022-02-16 07:11:23 main:574] : INFO : Epoch 1931 | loss: 0.0311667 | val_loss: 0.0311788 | Time: 4965.31 ms
[2022-02-16 07:11:28 main:574] : INFO : Epoch 1932 | loss: 0.0311663 | val_loss: 0.0311779 | Time: 5141.23 ms
[2022-02-16 07:11:33 main:574] : INFO : Epoch 1933 | loss: 0.0311668 | val_loss: 0.0311799 | Time: 5352.89 ms
[2022-02-16 07:11:38 main:574] : INFO : Epoch 1934 | loss: 0.0311666 | val_loss: 0.0311787 | Time: 5276.06 ms
[2022-02-16 07:11:43 main:574] : INFO : Epoch 1935 | loss: 0.0311667 | val_loss: 0.0311786 | Time: 4967.93 ms
[2022-02-16 07:11:49 main:574] : INFO : Epoch 1936 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 5378.03 ms
[2022-02-16 07:11:54 main:574] : INFO : Epoch 1937 | loss: 0.0311673 | val_loss: 0.0311792 | Time: 5352.44 ms
[2022-02-16 07:12:00 main:574] : INFO : Epoch 1938 | loss: 0.0311668 | val_loss: 0.0311786 | Time: 5358.72 ms
[2022-02-16 07:12:04 main:574] : INFO : Epoch 1939 | loss: 0.0311675 | val_loss: 0.0311784 | Time: 4803.3 ms
[2022-02-16 07:12:10 main:574] : INFO : Epoch 1940 | loss: 0.0311671 | val_loss: 0.0311801 | Time: 5277.58 ms
[2022-02-16 07:12:15 main:574] : INFO : Epoch 1941 | loss: 0.0311665 | val_loss: 0.0311781 | Time: 5207.38 ms
[2022-02-16 07:12:20 main:574] : INFO : Epoch 1942 | loss: 0.031167 | val_loss: 0.0311771 | Time: 5285.46 ms
[2022-02-16 07:12:25 main:574] : INFO : Epoch 1943 | loss: 0.0311667 | val_loss: 0.0311795 | Time: 5025.7 ms
[2022-02-16 07:12:31 main:574] : INFO : Epoch 1944 | loss: 0.0311658 | val_loss: 0.0311767 | Time: 5485.84 ms
[2022-02-16 07:12:36 main:574] : INFO : Epoch 1945 | loss: 0.0311659 | val_loss: 0.0311797 | Time: 5362.65 ms
[2022-02-16 07:12:41 main:574] : INFO : Epoch 1946 | loss: 0.0311704 | val_loss: 0.0311786 | Time: 5037.24 ms
[2022-02-16 07:12:46 main:574] : INFO : Epoch 1947 | loss: 0.0311731 | val_loss: 0.031181 | Time: 4869.35 ms
[2022-02-16 07:12:52 main:574] : INFO : Epoch 1948 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 5487.34 ms
[2022-02-16 07:12:57 main:574] : INFO : Epoch 1949 | loss: 0.0311716 | val_loss: 0.0311805 | Time: 5414.4 ms
[2022-02-16 07:13:02 main:574] : INFO : Epoch 1950 | loss: 0.0311705 | val_loss: 0.0311792 | Time: 5136.36 ms
[2022-02-16 07:13:07 main:574] : INFO : Epoch 1951 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 5157.41 ms
[2022-02-16 07:13:13 main:574] : INFO : Epoch 1952 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 5303.1 ms
[2022-02-16 07:13:18 main:574] : INFO : Epoch 1953 | loss: 0.0311684 | val_loss: 0.0311795 | Time: 5599.4 ms
[2022-02-16 07:13:23 main:574] : INFO : Epoch 1954 | loss: 0.0311677 | val_loss: 0.0311798 | Time: 4846.17 ms
[2022-02-16 07:13:28 main:574] : INFO : Epoch 1955 | loss: 0.0311691 | val_loss: 0.0311792 | Time: 5168.51 ms
[2022-02-16 07:13:34 main:574] : INFO : Epoch 1956 | loss: 0.031171 | val_loss: 0.0311756 | Time: 5333.58 ms
[2022-02-16 07:13:39 main:574] : INFO : Epoch 1957 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 5309.34 ms
[2022-02-16 07:13:44 main:574] : INFO : Epoch 1958 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 4883.83 ms
[2022-02-16 07:13:49 main:574] : INFO : Epoch 1959 | loss: 0.0311696 | val_loss: 0.0311752 | Time: 5320.34 ms
[2022-02-16 07:13:54 main:574] : INFO : Epoch 1960 | loss: 0.0311685 | val_loss: 0.0311762 | Time: 5298.7 ms
[2022-02-16 07:14:00 main:574] : INFO : Epoch 1961 | loss: 0.031168 | val_loss: 0.0311763 | Time: 5386.77 ms
[2022-02-16 07:14:05 main:574] : INFO : Epoch 1962 | loss: 0.0311675 | val_loss: 0.0311779 | Time: 4936.65 ms
[2022-02-16 07:14:10 main:574] : INFO : Epoch 1963 | loss: 0.0311674 | val_loss: 0.0311769 | Time: 5268.66 ms
[2022-02-16 07:14:15 main:574] : INFO : Epoch 1964 | loss: 0.0311669 | val_loss: 0.0311761 | Time: 5271.49 ms
[2022-02-16 07:14:21 main:574] : INFO : Epoch 1965 | loss: 0.0311665 | val_loss: 0.0311765 | Time: 5328.32 ms
[2022-02-16 07:14:26 main:574] : INFO : Epoch 1966 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 4942.47 ms
[2022-02-16 07:14:31 main:574] : INFO : Epoch 1967 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 5265.27 ms
[2022-02-16 07:14:36 main:574] : INFO : Epoch 1968 | loss: 0.0311651 | val_loss: 0.0311764 | Time: 5480.46 ms
[2022-02-16 07:14:42 main:574] : INFO : Epoch 1969 | loss: 0.0311651 | val_loss: 0.0311762 | Time: 5174.18 ms
[2022-02-16 07:14:46 main:574] : INFO : Epoch 1970 | loss: 0.0311655 | val_loss: 0.0311762 | Time: 4959.67 ms
[2022-02-16 07:14:52 main:574] : INFO : Epoch 1971 | loss: 0.0311673 | val_loss: 0.0311772 | Time: 5321.52 ms
[2022-02-16 07:14:57 main:574] : INFO : Epoch 1972 | loss: 0.0311676 | val_loss: 0.0311771 | Time: 5416.07 ms
[2022-02-16 07:15:02 main:574] : INFO : Epoch 1973 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 5123.13 ms
[2022-02-16 07:15:08 main:574] : INFO : Epoch 1974 | loss: 0.0311662 | val_loss: 0.0311767 | Time: 5198.5 ms
[2022-02-16 07:15:13 main:574] : INFO : Epoch 1975 | loss: 0.0311664 | val_loss: 0.0311787 | Time: 5402 ms
[2022-02-16 07:15:18 main:574] : INFO : Epoch 1976 | loss: 0.0311688 | val_loss: 0.0311771 | Time: 5410.99 ms
[2022-02-16 07:15:23 main:574] : INFO : Epoch 1977 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 4791.44 ms
[2022-02-16 07:15:29 main:574] : INFO : Epoch 1978 | loss: 0.0311689 | val_loss: 0.0311769 | Time: 5397.43 ms
[2022-02-16 07:15:34 main:574] : INFO : Epoch 1979 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 5289.46 ms
[2022-02-16 07:15:39 main:574] : INFO : Epoch 1980 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 5358.77 ms
[2022-02-16 07:15:44 main:574] : INFO : Epoch 1981 | loss: 0.0311656 | val_loss: 0.0311771 | Time: 4848.47 ms
[2022-02-16 07:15:50 main:574] : INFO : Epoch 1982 | loss: 0.0311656 | val_loss: 0.031179 | Time: 5455.61 ms
[2022-02-16 07:15:55 main:574] : INFO : Epoch 1983 | loss: 0.031166 | val_loss: 0.0311778 | Time: 5489.52 ms
[2022-02-16 07:16:00 main:574] : INFO : Epoch 1984 | loss: 0.0311652 | val_loss: 0.0311783 | Time: 5224.32 ms
[2022-02-16 07:16:05 main:574] : INFO : Epoch 1985 | loss: 0.0311646 | val_loss: 0.031177 | Time: 5115.74 ms
[2022-02-16 07:16:11 main:574] : INFO : Epoch 1986 | loss: 0.0311645 | val_loss: 0.0311774 | Time: 5345.01 ms
[2022-02-16 07:16:17 main:574] : INFO : Epoch 1987 | loss: 0.0311638 | val_loss: 0.0311772 | Time: 5805.13 ms
[2022-02-16 07:16:22 main:574] : INFO : Epoch 1988 | loss: 0.0311637 | val_loss: 0.0311773 | Time: 5339.04 ms
[2022-02-16 07:16:28 main:574] : INFO : Epoch 1989 | loss: 0.0311632 | val_loss: 0.0311779 | Time: 5780.75 ms
[2022-02-16 07:16:34 main:574] : INFO : Epoch 1990 | loss: 0.0311637 | val_loss: 0.0311774 | Time: 5788.82 ms
[2022-02-16 07:16:39 main:574] : INFO : Epoch 1991 | loss: 0.0311651 | val_loss: 0.0311777 | Time: 5399.9 ms
[2022-02-16 07:16:44 main:574] : INFO : Epoch 1992 | loss: 0.031165 | val_loss: 0.0311765 | Time: 5148.78 ms
[2022-02-16 07:16:51 main:574] : INFO : Epoch 1993 | loss: 0.0311662 | val_loss: 0.0311768 | Time: 6529.47 ms
[2022-02-16 07:16:56 main:574] : INFO : Epoch 1994 | loss: 0.031166 | val_loss: 0.0311773 | Time: 5596.83 ms
[2022-02-16 07:17:03 main:574] : INFO : Epoch 1995 | loss: 0.0311658 | val_loss: 0.0311761 | Time: 6315.51 ms
[2022-02-16 07:17:09 main:574] : INFO : Epoch 1996 | loss: 0.0311652 | val_loss: 0.031177 | Time: 5945.8 ms
[2022-02-16 07:17:14 main:574] : INFO : Epoch 1997 | loss: 0.0311664 | val_loss: 0.0311757 | Time: 5462.98 ms
[2022-02-16 07:17:20 main:574] : INFO : Epoch 1998 | loss: 0.0311672 | val_loss: 0.0311775 | Time: 5516.79 ms
[2022-02-16 07:17:25 main:574] : INFO : Epoch 1999 | loss: 0.0311667 | val_loss: 0.0311761 | Time: 5329.78 ms
[2022-02-16 07:17:30 main:574] : INFO : Epoch 2000 | loss: 0.0311662 | val_loss: 0.0311777 | Time: 5065.25 ms
[2022-02-16 07:17:35 main:574] : INFO : Epoch 2001 | loss: 0.0311647 | val_loss: 0.0311768 | Time: 5407.21 ms
[2022-02-16 07:17:41 main:574] : INFO : Epoch 2002 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 5394.56 ms
[2022-02-16 07:17:46 main:574] : INFO : Epoch 2003 | loss: 0.0311663 | val_loss: 0.0311758 | Time: 5647.59 ms
[2022-02-16 07:17:52 main:574] : INFO : Epoch 2004 | loss: 0.031166 | val_loss: 0.0311757 | Time: 5281.14 ms
[2022-02-16 07:17:57 main:574] : INFO : Epoch 2005 | loss: 0.0311645 | val_loss: 0.0311762 | Time: 5350.18 ms
[2022-02-16 07:18:02 main:574] : INFO : Epoch 2006 | loss: 0.0311643 | val_loss: 0.031176 | Time: 5278.34 ms
[2022-02-16 07:18:07 main:574] : INFO : Epoch 2007 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 4947.25 ms
[2022-02-16 07:18:13 main:574] : INFO : Epoch 2008 | loss: 0.0311645 | val_loss: 0.031176 | Time: 5118.13 ms
[2022-02-16 07:18:18 main:574] : INFO : Epoch 2009 | loss: 0.0311672 | val_loss: 0.0311773 | Time: 5496.15 ms
[2022-02-16 07:18:23 main:574] : INFO : Epoch 2010 | loss: 0.0311666 | val_loss: 0.0311777 | Time: 5435.09 ms
[2022-02-16 07:18:28 main:574] : INFO : Epoch 2011 | loss: 0.0311655 | val_loss: 0.0311798 | Time: 4957.4 ms
[2022-02-16 07:18:34 main:574] : INFO : Epoch 2012 | loss: 0.031166 | val_loss: 0.0311776 | Time: 5317.89 ms
[2022-02-16 07:18:39 main:574] : INFO : Epoch 2013 | loss: 0.0311673 | val_loss: 0.0311844 | Time: 5333.08 ms
[2022-02-16 07:18:44 main:574] : INFO : Epoch 2014 | loss: 0.0311663 | val_loss: 0.0311803 | Time: 5356.74 ms
[2022-02-16 07:18:49 main:574] : INFO : Epoch 2015 | loss: 0.0311645 | val_loss: 0.0311785 | Time: 5015.77 ms
[2022-02-16 07:18:55 main:574] : INFO : Epoch 2016 | loss: 0.0311648 | val_loss: 0.0311786 | Time: 5351.58 ms
[2022-02-16 07:19:00 main:574] : INFO : Epoch 2017 | loss: 0.0311659 | val_loss: 0.0311786 | Time: 5485.34 ms
[2022-02-16 07:19:06 main:574] : INFO : Epoch 2018 | loss: 0.0311661 | val_loss: 0.0311775 | Time: 5263.22 ms
[2022-02-16 07:19:11 main:574] : INFO : Epoch 2019 | loss: 0.0311664 | val_loss: 0.0311772 | Time: 5280.98 ms
[2022-02-16 07:19:15 main:574] : INFO : Epoch 2020 | loss: 0.0311636 | val_loss: 0.0311782 | Time: 3973.75 ms
[2022-02-16 07:19:17 main:574] : INFO : Epoch 2021 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 2476.15 ms
[2022-02-16 07:19:20 main:574] : INFO : Epoch 2022 | loss: 0.0311805 | val_loss: 0.0311893 | Time: 2860.3 ms
[2022-02-16 07:19:23 main:574] : INFO : Epoch 2023 | loss: 0.0311892 | val_loss: 0.0311898 | Time: 3111.21 ms
[2022-02-16 07:19:26 main:574] : INFO : Epoch 2024 | loss: 0.0311889 | val_loss: 0.0311878 | Time: 3085.22 ms
[2022-02-16 07:19:29 main:574] : INFO : Epoch 2025 | loss: 0.0311872 | val_loss: 0.0311869 | Time: 2951.92 ms
[2022-02-16 07:19:32 main:574] : INFO : Epoch 2026 | loss: 0.0311862 | val_loss: 0.0311864 | Time: 3026 ms
[2022-02-16 07:19:36 main:574] : INFO : Epoch 2027 | loss: 0.0311859 | val_loss: 0.031187 | Time: 3176.45 ms
[2022-02-16 07:19:39 main:574] : INFO : Epoch 2028 | loss: 0.0311858 | val_loss: 0.0311857 | Time: 3194.2 ms
[2022-02-16 07:19:42 main:574] : INFO : Epoch 2029 | loss: 0.0311838 | val_loss: 0.031187 | Time: 3132.55 ms
[2022-02-16 07:19:45 main:574] : INFO : Epoch 2030 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 3036.65 ms
[2022-02-16 07:19:48 main:574] : INFO : Epoch 2031 | loss: 0.0311834 | val_loss: 0.031185 | Time: 2849.86 ms
[2022-02-16 07:19:51 main:574] : INFO : Epoch 2032 | loss: 0.0311824 | val_loss: 0.0311852 | Time: 2923.01 ms
[2022-02-16 07:19:54 main:574] : INFO : Epoch 2033 | loss: 0.0311823 | val_loss: 0.0311847 | Time: 3091.04 ms
[2022-02-16 07:19:57 main:574] : INFO : Epoch 2034 | loss: 0.0311819 | val_loss: 0.0311849 | Time: 3103.84 ms
[2022-02-16 07:20:00 main:574] : INFO : Epoch 2035 | loss: 0.0311822 | val_loss: 0.0311836 | Time: 3137.61 ms
[2022-02-16 07:20:03 main:574] : INFO : Epoch 2036 | loss: 0.0311817 | val_loss: 0.031184 | Time: 2893.5 ms
[2022-02-16 07:20:05 main:574] : INFO : Epoch 2037 | loss: 0.0311827 | val_loss: 0.0311865 | Time: 2470.21 ms
[2022-02-16 07:20:08 main:574] : INFO : Epoch 2038 | loss: 0.0311811 | val_loss: 0.0311844 | Time: 2722.49 ms
[2022-02-16 07:20:11 main:574] : INFO : Epoch 2039 | loss: 0.0311815 | val_loss: 0.0311883 | Time: 2925.63 ms
[2022-02-16 07:20:14 main:574] : INFO : Epoch 2040 | loss: 0.0311826 | val_loss: 0.0311847 | Time: 3015.16 ms
[2022-02-16 07:20:17 main:574] : INFO : Epoch 2041 | loss: 0.0311807 | val_loss: 0.0311844 | Time: 2754.69 ms
[2022-02-16 07:20:20 main:574] : INFO : Epoch 2042 | loss: 0.0311811 | val_loss: 0.0311849 | Time: 3439.93 ms
[2022-02-16 07:20:23 main:574] : INFO : Epoch 2043 | loss: 0.0311805 | val_loss: 0.0311855 | Time: 3150.82 ms
[2022-02-16 07:20:27 main:574] : INFO : Epoch 2044 | loss: 0.0311802 | val_loss: 0.0311833 | Time: 3081 ms
[2022-02-16 07:20:30 main:574] : INFO : Epoch 2045 | loss: 0.03118 | val_loss: 0.0311834 | Time: 3117.25 ms
[2022-02-16 07:20:33 main:574] : INFO : Epoch 2046 | loss: 0.0311795 | val_loss: 0.0311837 | Time: 3111.97 ms
[2022-02-16 07:20:36 main:574] : INFO : Epoch 2047 | loss: 0.0311797 | val_loss: 0.0311849 | Time: 3055.8 ms
[2022-02-16 07:20:39 main:574] : INFO : Epoch 2048 | loss: 0.0311813 | val_loss: 0.0311881 | Time: 2899.69 ms
[2022-02-16 07:20:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311881
[2022-02-16 07:20:39 main:603] : INFO : Saving end state to config to file
[2022-02-16 07:20:39 main:608] : INFO : Success, exiting..
07:20:39 (7700): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)