Task 14568646
| Name | ParityModified-1647043083-2426-3-0_0 |
| Workunit | 11591345 |
| Created | 9 Apr 2022, 20:34:30 UTC |
| Sent | 10 Apr 2022, 16:11:56 UTC |
| Report deadline | 18 Apr 2022, 16:11:56 UTC |
| Received | 10 Apr 2022, 20:21:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19907 |
| Run time | 2 hours 38 min 21 sec |
| CPU time | 2 hours 27 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 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: 0.0311638 | val_loss: 0.0311827 | Time: 4168.32 ms
[2022-04-10 14:45:30 main:574] : INFO : Epoch 1543 | loss: 0.0311631 | val_loss: 0.031184 | Time: 4188.45 ms
[2022-04-10 14:45:34 main:574] : INFO : Epoch 1544 | loss: 0.0311621 | val_loss: 0.0311873 | Time: 4159.3 ms
[2022-04-10 14:45:39 main:574] : INFO : Epoch 1545 | loss: 0.0311625 | val_loss: 0.0311869 | Time: 4201.71 ms
[2022-04-10 14:45:43 main:574] : INFO : Epoch 1546 | loss: 0.0311619 | val_loss: 0.0311874 | Time: 4170.63 ms
[2022-04-10 14:45:47 main:574] : INFO : Epoch 1547 | loss: 0.0311658 | val_loss: 0.031181 | Time: 4149.57 ms
[2022-04-10 14:45:51 main:574] : INFO : Epoch 1548 | loss: 0.0311633 | val_loss: 0.0311901 | Time: 4114.27 ms
[2022-04-10 14:45:55 main:574] : INFO : Epoch 1549 | loss: 0.0311615 | val_loss: 0.0311879 | Time: 4196.47 ms
[2022-04-10 14:45:59 main:574] : INFO : Epoch 1550 | loss: 0.0311633 | val_loss: 0.0311847 | Time: 4222.04 ms
[2022-04-10 14:46:04 main:574] : INFO : Epoch 1551 | loss: 0.0311611 | val_loss: 0.031185 | Time: 4232.04 ms
[2022-04-10 14:46:08 main:574] : INFO : Epoch 1552 | loss: 0.0311606 | val_loss: 0.0311838 | Time: 4173.34 ms
[2022-04-10 14:46:12 main:574] : INFO : Epoch 1553 | loss: 0.0311651 | val_loss: 0.0311858 | Time: 4278.48 ms
[2022-04-10 14:46:16 main:574] : INFO : Epoch 1554 | loss: 0.0311642 | val_loss: 0.0311855 | Time: 4141.18 ms
[2022-04-10 14:46:20 main:574] : INFO : Epoch 1555 | loss: 0.0311632 | val_loss: 0.031185 | Time: 4172.33 ms
[2022-04-10 14:46:25 main:574] : INFO : Epoch 1556 | loss: 0.0311624 | val_loss: 0.031185 | Time: 4187.54 ms
[2022-04-10 14:46:29 main:574] : INFO : Epoch 1557 | loss: 0.0311612 | val_loss: 0.0311849 | Time: 4163.07 ms
[2022-04-10 14:46:33 main:574] : INFO : Epoch 1558 | loss: 0.0311597 | val_loss: 0.0311859 | Time: 4171.65 ms
[2022-04-10 14:46:37 main:574] : INFO : Epoch 1559 | loss: 0.03116 | val_loss: 0.0311849 | Time: 4197.31 ms
[2022-04-10 14:46:41 main:574] : INFO : Epoch 1560 | loss: 0.0311599 | val_loss: 0.0311842 | Time: 4149.96 ms
[2022-04-10 14:46:45 main:574] : INFO : Epoch 1561 | loss: 0.0311601 | val_loss: 0.0311916 | Time: 4185.36 ms
[2022-04-10 14:46:50 main:574] : INFO : Epoch 1562 | loss: 0.0311605 | val_loss: 0.0311881 | Time: 4193.46 ms
[2022-04-10 14:46:54 main:574] : INFO : Epoch 1563 | loss: 0.03116 | val_loss: 0.0311838 | Time: 4216.45 ms
[2022-04-10 14:46:58 main:574] : INFO : Epoch 1564 | loss: 0.0311636 | val_loss: 0.0311851 | Time: 4161.49 ms
[2022-04-10 14:47:02 main:574] : INFO : Epoch 1565 | loss: 0.0311695 | val_loss: 0.0311867 | Time: 4247.1 ms
[2022-04-10 14:47:07 main:574] : INFO : Epoch 1566 | loss: 0.0311668 | val_loss: 0.0311792 | Time: 4413.86 ms
[2022-04-10 14:47:11 main:574] : INFO : Epoch 1567 | loss: 0.0311655 | val_loss: 0.0311946 | Time: 4388.88 ms
[2022-04-10 14:47:16 main:574] : INFO : Epoch 1568 | loss: 0.0311665 | val_loss: 0.0311843 | Time: 4357.35 ms
[2022-04-10 14:47:20 main:574] : INFO : Epoch 1569 | loss: 0.0311623 | val_loss: 0.0311838 | Time: 4449 ms
[2022-04-10 14:47:24 main:574] : INFO : Epoch 1570 | loss: 0.0311602 | val_loss: 0.0311822 | Time: 4477.69 ms
[2022-04-10 14:47:29 main:574] : INFO : Epoch 1571 | loss: 0.0311596 | val_loss: 0.0311822 | Time: 4440.4 ms
[2022-04-10 14:47:33 main:574] : INFO : Epoch 1572 | loss: 0.0311619 | val_loss: 0.0311807 | Time: 4433.37 ms
[2022-04-10 14:47:38 main:574] : INFO : Epoch 1573 | loss: 0.0311617 | val_loss: 0.0311867 | Time: 4436.44 ms
[2022-04-10 14:47:42 main:574] : INFO : Epoch 1574 | loss: 0.0311609 | val_loss: 0.0311823 | Time: 4335.91 ms
[2022-04-10 14:47:46 main:574] : INFO : Epoch 1575 | loss: 0.0311595 | val_loss: 0.0311855 | Time: 4174.49 ms
[2022-04-10 14:47:50 main:574] : INFO : Epoch 1576 | loss: 0.0311598 | val_loss: 0.0311832 | Time: 4170.35 ms
[2022-04-10 14:47:55 main:574] : INFO : Epoch 1577 | loss: 0.0311601 | val_loss: 0.0311864 | Time: 4220.39 ms
[2022-04-10 14:47:59 main:574] : INFO : Epoch 1578 | loss: 0.0311595 | val_loss: 0.0311832 | Time: 4152.35 ms
[2022-04-10 14:48:03 main:574] : INFO : Epoch 1579 | loss: 0.0311603 | val_loss: 0.0311906 | Time: 4125.44 ms
[2022-04-10 14:48:07 main:574] : INFO : Epoch 1580 | loss: 0.0311609 | val_loss: 0.0311848 | Time: 4162.05 ms
[2022-04-10 14:48:11 main:574] : INFO : Epoch 1581 | loss: 0.0311572 | val_loss: 0.0311883 | Time: 4222.66 ms
[2022-04-10 14:48:16 main:574] : INFO : Epoch 1582 | loss: 0.0311571 | val_loss: 0.0311864 | Time: 4270.07 ms
[2022-04-10 14:48:20 main:574] : INFO : Epoch 1583 | loss: 0.0311569 | val_loss: 0.0311836 | Time: 4102.14 ms
[2022-04-10 14:48:24 main:574] : INFO : Epoch 1584 | loss: 0.0311607 | val_loss: 0.0311907 | Time: 4173.45 ms
[2022-04-10 14:48:28 main:574] : INFO : Epoch 1585 | loss: 0.0311646 | val_loss: 0.0311923 | Time: 4151.7 ms
[2022-04-10 14:48:32 main:574] : INFO : Epoch 1586 | loss: 0.0311646 | val_loss: 0.0311874 | Time: 4099.82 ms
[2022-04-10 14:48:36 main:574] : INFO : Epoch 1587 | loss: 0.0311639 | val_loss: 0.0311871 | Time: 4193.17 ms
[2022-04-10 14:48:41 main:574] : INFO : Epoch 1588 | loss: 0.0311633 | val_loss: 0.0311887 | Time: 4152.34 ms
[2022-04-10 14:48:45 main:574] : INFO : Epoch 1589 | loss: 0.0311663 | val_loss: 0.0311827 | Time: 4155.94 ms
[2022-04-10 14:48:49 main:574] : INFO : Epoch 1590 | loss: 0.0311656 | val_loss: 0.0311845 | Time: 4143.08 ms
[2022-04-10 14:48:53 main:574] : INFO : Epoch 1591 | loss: 0.0311665 | val_loss: 0.0311836 | Time: 4162.49 ms
[2022-04-10 14:48:57 main:574] : INFO : Epoch 1592 | loss: 0.0311637 | val_loss: 0.0311813 | Time: 4122.21 ms
[2022-04-10 14:49:01 main:574] : INFO : Epoch 1593 | loss: 0.0311605 | val_loss: 0.0311801 | Time: 4159.63 ms
[2022-04-10 14:49:05 main:574] : INFO : Epoch 1594 | loss: 0.0311592 | val_loss: 0.031181 | Time: 4144.31 ms
[2022-04-10 14:49:10 main:574] : INFO : Epoch 1595 | loss: 0.0311595 | val_loss: 0.0311877 | Time: 4204.01 ms
[2022-04-10 14:49:14 main:574] : INFO : Epoch 1596 | loss: 0.0311584 | val_loss: 0.0311831 | Time: 4124.22 ms
[2022-04-10 14:49:18 main:574] : INFO : Epoch 1597 | loss: 0.0311582 | val_loss: 0.031184 | Time: 4162.67 ms
[2022-04-10 14:49:22 main:574] : INFO : Epoch 1598 | loss: 0.0311576 | val_loss: 0.0311842 | Time: 4264.67 ms
[2022-04-10 14:49:26 main:574] : INFO : Epoch 1599 | loss: 0.031156 | val_loss: 0.0311849 | Time: 4205.89 ms
[2022-04-10 14:49:31 main:574] : INFO : Epoch 1600 | loss: 0.0311701 | val_loss: 0.0311795 | Time: 4077.69 ms
[2022-04-10 14:49:35 main:574] : INFO : Epoch 1601 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 4181 ms
[2022-04-10 14:49:39 main:574] : INFO : Epoch 1602 | loss: 0.0311734 | val_loss: 0.0311806 | Time: 4193.97 ms
[2022-04-10 14:49:43 main:574] : INFO : Epoch 1603 | loss: 0.0311709 | val_loss: 0.0311819 | Time: 4153.66 ms
[2022-04-10 14:49:47 main:574] : INFO : Epoch 1604 | loss: 0.0311644 | val_loss: 0.0311802 | Time: 4134.79 ms
[2022-04-10 14:49:51 main:574] : INFO : Epoch 1605 | loss: 0.0311625 | val_loss: 0.0311797 | Time: 4192.7 ms
[2022-04-10 14:49:56 main:574] : INFO : Epoch 1606 | loss: 0.0311629 | val_loss: 0.0311794 | Time: 4117.76 ms
[2022-04-10 14:50:00 main:574] : INFO : Epoch 1607 | loss: 0.0311614 | val_loss: 0.0311806 | Time: 4148.83 ms
[2022-04-10 14:50:04 main:574] : INFO : Epoch 1608 | loss: 0.031161 | val_loss: 0.0311799 | Time: 4176.7 ms
[2022-04-10 14:50:08 main:574] : INFO : Epoch 1609 | loss: 0.0311621 | val_loss: 0.0311899 | Time: 4248.63 ms
[2022-04-10 14:50:12 main:574] : INFO : Epoch 1610 | loss: 0.0311606 | val_loss: 0.031181 | Time: 4115.1 ms
[2022-04-10 14:50:16 main:574] : INFO : Epoch 1611 | loss: 0.0311582 | val_loss: 0.0311807 | Time: 4133.71 ms
[2022-04-10 14:50:21 main:574] : INFO : Epoch 1612 | loss: 0.0311574 | val_loss: 0.0311828 | Time: 4166.03 ms
[2022-04-10 14:50:25 main:574] : INFO : Epoch 1613 | loss: 0.0311626 | val_loss: 0.031186 | Time: 4204.64 ms
[2022-04-10 14:50:29 main:574] : INFO : Epoch 1614 | loss: 0.0311601 | val_loss: 0.0311812 | Time: 4290.72 ms
[2022-04-10 14:50:33 main:574] : INFO : Epoch 1615 | loss: 0.0311557 | val_loss: 0.0311819 | Time: 4149.17 ms
[2022-04-10 14:50:37 main:574] : INFO : Epoch 1616 | loss: 0.0311598 | val_loss: 0.0311803 | Time: 4153.8 ms
[2022-04-10 14:50:42 main:574] : INFO : Epoch 1617 | loss: 0.0311589 | val_loss: 0.0311817 | Time: 4154.36 ms
[2022-04-10 14:50:46 main:574] : INFO : Epoch 1618 | loss: 0.0311566 | val_loss: 0.0311836 | Time: 4166.43 ms
[2022-04-10 14:50:50 main:574] : INFO : Epoch 1619 | loss: 0.0311645 | val_loss: 0.0311799 | Time: 4186.72 ms
[2022-04-10 14:50:54 main:574] : INFO : Epoch 1620 | loss: 0.0311614 | val_loss: 0.0311817 | Time: 4218.26 ms
[2022-04-10 14:50:58 main:574] : INFO : Epoch 1621 | loss: 0.0311578 | val_loss: 0.0311824 | Time: 4119.2 ms
[2022-04-10 14:51:02 main:574] : INFO : Epoch 1622 | loss: 0.0311577 | val_loss: 0.0311847 | Time: 4213.95 ms
[2022-04-10 14:51:07 main:574] : INFO : Epoch 1623 | loss: 0.0311567 | val_loss: 0.0311814 | Time: 4155.09 ms
[2022-04-10 14:51:11 main:574] : INFO : Epoch 1624 | loss: 0.0311554 | val_loss: 0.0311824 | Time: 4153.43 ms
[2022-04-10 14:51:15 main:574] : INFO : Epoch 1625 | loss: 0.0311556 | val_loss: 0.0311832 | Time: 4126.15 ms
[2022-04-10 14:51:19 main:574] : INFO : Epoch 1626 | loss: 0.0311547 | val_loss: 0.0311846 | Time: 4163.6 ms
[2022-04-10 14:51:23 main:574] : INFO : Epoch 1627 | loss: 0.0311537 | val_loss: 0.0311847 | Time: 4179.59 ms
[2022-04-10 14:51:27 main:574] : INFO : Epoch 1628 | loss: 0.0311539 | val_loss: 0.0311827 | Time: 4147.94 ms
[2022-04-10 14:51:32 main:574] : INFO : Epoch 1629 | loss: 0.0311532 | val_loss: 0.0311887 | Time: 4127.02 ms
[2022-04-10 14:51:36 main:574] : INFO : Epoch 1630 | loss: 0.031154 | val_loss: 0.0311916 | Time: 4341.35 ms
[2022-04-10 14:51:40 main:574] : INFO : Epoch 1631 | loss: 0.03116 | val_loss: 0.0311962 | Time: 4222.81 ms
[2022-04-10 14:51:44 main:574] : INFO : Epoch 1632 | loss: 0.0311557 | val_loss: 0.0311846 | Time: 4247.34 ms
[2022-04-10 14:51:49 main:574] : INFO : Epoch 1633 | loss: 0.0311508 | val_loss: 0.0311842 | Time: 4279.26 ms
[2022-04-10 14:51:53 main:574] : INFO : Epoch 1634 | loss: 0.0311511 | val_loss: 0.031184 | Time: 4243.59 ms
[2022-04-10 14:51:57 main:574] : INFO : Epoch 1635 | loss: 0.0311526 | val_loss: 0.0311827 | Time: 4247.91 ms
[2022-04-10 14:52:02 main:574] : INFO : Epoch 1636 | loss: 0.0311503 | val_loss: 0.0311877 | Time: 4259.55 ms
[2022-04-10 14:52:06 main:574] : INFO : Epoch 1637 | loss: 0.0311523 | val_loss: 0.0311873 | Time: 4226.6 ms
[2022-04-10 14:52:10 main:574] : INFO : Epoch 1638 | loss: 0.0311535 | val_loss: 0.0311871 | Time: 4183.7 ms
[2022-04-10 14:52:14 main:574] : INFO : Epoch 1639 | loss: 0.0311555 | val_loss: 0.0311839 | Time: 4178.25 ms
[2022-04-10 14:52:18 main:574] : INFO : Epoch 1640 | loss: 0.0311543 | val_loss: 0.0311875 | Time: 4171.09 ms
[2022-04-10 14:52:23 main:574] : INFO : Epoch 1641 | loss: 0.031155 | val_loss: 0.0311845 | Time: 4167.19 ms
[2022-04-10 14:52:27 main:574] : INFO : Epoch 1642 | loss: 0.031153 | val_loss: 0.0311865 | Time: 4169.28 ms
[2022-04-10 14:52:31 main:574] : INFO : Epoch 1643 | loss: 0.0311524 | val_loss: 0.0311861 | Time: 4209.04 ms
[2022-04-10 14:52:35 main:574] : INFO : Epoch 1644 | loss: 0.0311519 | val_loss: 0.0311863 | Time: 4266.03 ms
[2022-04-10 14:52:39 main:574] : INFO : Epoch 1645 | loss: 0.0311569 | val_loss: 0.0311889 | Time: 4197.2 ms
[2022-04-10 14:52:44 main:574] : INFO : Epoch 1646 | loss: 0.0311537 | val_loss: 0.0311876 | Time: 4278.18 ms
[2022-04-10 14:52:48 main:574] : INFO : Epoch 1647 | loss: 0.0311531 | val_loss: 0.0311855 | Time: 4154.53 ms
[2022-04-10 14:52:52 main:574] : INFO : Epoch 1648 | loss: 0.0311527 | val_loss: 0.0311861 | Time: 4208.66 ms
[2022-04-10 14:52:56 main:574] : INFO : Epoch 1649 | loss: 0.031154 | val_loss: 0.0311861 | Time: 4149.17 ms
[2022-04-10 14:53:00 main:574] : INFO : Epoch 1650 | loss: 0.0311521 | val_loss: 0.0311837 | Time: 4185.68 ms
[2022-04-10 14:53:05 main:574] : INFO : Epoch 1651 | loss: 0.0311506 | val_loss: 0.0311844 | Time: 4239.79 ms
[2022-04-10 14:53:09 main:574] : INFO : Epoch 1652 | loss: 0.0311508 | val_loss: 0.0311834 | Time: 4179.9 ms
[2022-04-10 14:53:13 main:574] : INFO : Epoch 1653 | loss: 0.0311487 | val_loss: 0.031183 | Time: 4134.03 ms
[2022-04-10 14:53:17 main:574] : INFO : Epoch 1654 | loss: 0.0311493 | val_loss: 0.0311821 | Time: 4226.74 ms
[2022-04-10 14:53:21 main:574] : INFO : Epoch 1655 | loss: 0.0311491 | val_loss: 0.0311865 | Time: 4179.1 ms
[2022-04-10 14:53:26 main:574] : INFO : Epoch 1656 | loss: 0.0311499 | val_loss: 0.0311866 | Time: 4220.82 ms
[2022-04-10 14:53:30 main:574] : INFO : Epoch 1657 | loss: 0.0311504 | val_loss: 0.0311902 | Time: 4197.04 ms
[2022-04-10 14:53:34 main:574] : INFO : Epoch 1658 | loss: 0.0311485 | val_loss: 0.0311867 | Time: 4253.55 ms
[2022-04-10 14:53:38 main:574] : INFO : Epoch 1659 | loss: 0.0311486 | val_loss: 0.0311862 | Time: 4155.79 ms
[2022-04-10 14:53:42 main:574] : INFO : Epoch 1660 | loss: 0.0311478 | val_loss: 0.0311876 | Time: 4194.58 ms
[2022-04-10 14:53:47 main:574] : INFO : Epoch 1661 | loss: 0.0311491 | val_loss: 0.0311859 | Time: 4298.4 ms
[2022-04-10 14:53:51 main:574] : INFO : Epoch 1662 | loss: 0.0311487 | val_loss: 0.0311866 | Time: 4256.77 ms
[2022-04-10 14:53:55 main:574] : INFO : Epoch 1663 | loss: 0.0311492 | val_loss: 0.0311887 | Time: 4202.38 ms
[2022-04-10 14:53:59 main:574] : INFO : Epoch 1664 | loss: 0.0311479 | val_loss: 0.0311831 | Time: 4176.84 ms
[2022-04-10 14:54:04 main:574] : INFO : Epoch 1665 | loss: 0.0311484 | val_loss: 0.0311863 | Time: 4278.12 ms
[2022-04-10 14:54:08 main:574] : INFO : Epoch 1666 | loss: 0.0311548 | val_loss: 0.0311897 | Time: 4256.47 ms
[2022-04-10 14:54:12 main:574] : INFO : Epoch 1667 | loss: 0.0311511 | val_loss: 0.0311822 | Time: 4242.13 ms
[2022-04-10 14:54:16 main:574] : INFO : Epoch 1668 | loss: 0.0311484 | val_loss: 0.0311849 | Time: 4201.79 ms
[2022-04-10 14:54:21 main:574] : INFO : Epoch 1669 | loss: 0.0311495 | val_loss: 0.0311864 | Time: 4391.13 ms
[2022-04-10 14:54:25 main:574] : INFO : Epoch 1670 | loss: 0.0311496 | val_loss: 0.0311923 | Time: 4177.71 ms
[2022-04-10 14:54:29 main:574] : INFO : Epoch 1671 | loss: 0.0311552 | val_loss: 0.0311829 | Time: 4129.61 ms
[2022-04-10 14:54:33 main:574] : INFO : Epoch 1672 | loss: 0.0311521 | val_loss: 0.0311834 | Time: 4201.52 ms
[2022-04-10 14:54:37 main:574] : INFO : Epoch 1673 | loss: 0.031149 | val_loss: 0.0311868 | Time: 4154.78 ms
[2022-04-10 14:54:42 main:574] : INFO : Epoch 1674 | loss: 0.0311508 | val_loss: 0.0311821 | Time: 4142.17 ms
[2022-04-10 14:54:46 main:574] : INFO : Epoch 1675 | loss: 0.0311479 | val_loss: 0.0311859 | Time: 4206.58 ms
[2022-04-10 14:54:50 main:574] : INFO : Epoch 1676 | loss: 0.0311502 | val_loss: 0.031187 | Time: 4210.19 ms
[2022-04-10 14:54:54 main:574] : INFO : Epoch 1677 | loss: 0.0311567 | val_loss: 0.0311937 | Time: 4193.42 ms
[2022-04-10 14:54:59 main:574] : INFO : Epoch 1678 | loss: 0.0311514 | val_loss: 0.0311852 | Time: 4236.99 ms
[2022-04-10 14:55:03 main:574] : INFO : Epoch 1679 | loss: 0.0311477 | val_loss: 0.0311848 | Time: 4159.12 ms
[2022-04-10 14:55:07 main:574] : INFO : Epoch 1680 | loss: 0.0311495 | val_loss: 0.0311844 | Time: 4184.34 ms
[2022-04-10 14:55:11 main:574] : INFO : Epoch 1681 | loss: 0.0311519 | val_loss: 0.0311826 | Time: 4218.04 ms
[2022-04-10 14:55:15 main:574] : INFO : Epoch 1682 | loss: 0.0311543 | val_loss: 0.031185 | Time: 4199.91 ms
[2022-04-10 14:55:19 main:574] : INFO : Epoch 1683 | loss: 0.0311546 | val_loss: 0.0311874 | Time: 4138.97 ms
[2022-04-10 14:55:24 main:574] : INFO : Epoch 1684 | loss: 0.0311519 | val_loss: 0.0311868 | Time: 4151.2 ms
[2022-04-10 14:55:28 main:574] : INFO : Epoch 1685 | loss: 0.0311527 | val_loss: 0.0311864 | Time: 4178.44 ms
[2022-04-10 14:55:32 main:574] : INFO : Epoch 1686 | loss: 0.031149 | val_loss: 0.0311892 | Time: 4254.62 ms
[2022-04-10 14:55:36 main:574] : INFO : Epoch 1687 | loss: 0.0311484 | val_loss: 0.0311938 | Time: 4142.09 ms
[2022-04-10 14:55:40 main:574] : INFO : Epoch 1688 | loss: 0.0311503 | val_loss: 0.0311797 | Time: 4130.86 ms
[2022-04-10 14:55:44 main:574] : INFO : Epoch 1689 | loss: 0.0311483 | val_loss: 0.0311844 | Time: 4127.33 ms
[2022-04-10 14:55:49 main:574] : INFO : Epoch 1690 | loss: 0.0311478 | val_loss: 0.0311869 | Time: 4180.11 ms
[2022-04-10 14:55:53 main:574] : INFO : Epoch 1691 | loss: 0.0311487 | val_loss: 0.0311914 | Time: 4091.08 ms
[2022-04-10 14:55:57 main:574] : INFO : Epoch 1692 | loss: 0.0311499 | val_loss: 0.0311884 | Time: 4140.1 ms
[2022-04-10 14:56:01 main:574] : INFO : Epoch 1693 | loss: 0.031146 | val_loss: 0.0311849 | Time: 4307.62 ms
[2022-04-10 14:56:05 main:574] : INFO : Epoch 1694 | loss: 0.0311467 | val_loss: 0.0311886 | Time: 4268.7 ms
[2022-04-10 14:56:10 main:574] : INFO : Epoch 1695 | loss: 0.0311473 | val_loss: 0.0311888 | Time: 4161.8 ms
[2022-04-10 14:56:14 main:574] : INFO : Epoch 1696 | loss: 0.0311481 | val_loss: 0.0311892 | Time: 4155.95 ms
[2022-04-10 14:56:18 main:574] : INFO : Epoch 1697 | loss: 0.0311463 | val_loss: 0.031187 | Time: 4169.53 ms
[2022-04-10 14:56:22 main:574] : INFO : Epoch 1698 | loss: 0.0311458 | val_loss: 0.0311848 | Time: 4129.46 ms
[2022-04-10 14:56:26 main:574] : INFO : Epoch 1699 | loss: 0.0311473 | val_loss: 0.0311836 | Time: 4154.49 ms
[2022-04-10 14:56:30 main:574] : INFO : Epoch 1700 | loss: 0.0311494 | val_loss: 0.0311872 | Time: 4170.86 ms
[2022-04-10 14:56:35 main:574] : INFO : Epoch 1701 | loss: 0.0311467 | val_loss: 0.0311831 | Time: 4136.76 ms
[2022-04-10 14:56:39 main:574] : INFO : Epoch 1702 | loss: 0.0311459 | val_loss: 0.0311874 | Time: 4185 ms
[2022-04-10 14:56:43 main:574] : INFO : Epoch 1703 | loss: 0.031146 | val_loss: 0.0311874 | Time: 4326.54 ms
[2022-04-10 14:56:47 main:574] : INFO : Epoch 1704 | loss: 0.0311475 | val_loss: 0.0311876 | Time: 4083.08 ms
[2022-04-10 14:56:51 main:574] : INFO : Epoch 1705 | loss: 0.0311474 | val_loss: 0.0311863 | Time: 4057.61 ms
[2022-04-10 14:56:55 main:574] : INFO : Epoch 1706 | loss: 0.0311445 | val_loss: 0.031186 | Time: 4035.72 ms
[2022-04-10 14:56:59 main:574] : INFO : Epoch 1707 | loss: 0.0311476 | val_loss: 0.0311814 | Time: 4017.45 ms
[2022-04-10 14:57:03 main:574] : INFO : Epoch 1708 | loss: 0.0311474 | val_loss: 0.0311888 | Time: 4038.91 ms
[2022-04-10 14:57:07 main:574] : INFO : Epoch 1709 | loss: 0.0311443 | val_loss: 0.0311846 | Time: 4148.35 ms
[2022-04-10 14:57:12 main:574] : INFO : Epoch 1710 | loss: 0.0311431 | val_loss: 0.0311864 | Time: 4102.74 ms
[2022-04-10 14:57:16 main:574] : INFO : Epoch 1711 | loss: 0.0311446 | val_loss: 0.0311844 | Time: 4081.01 ms
[2022-04-10 14:57:20 main:574] : INFO : Epoch 1712 | loss: 0.0311461 | val_loss: 0.0311903 | Time: 4089.79 ms
[2022-04-10 14:57:24 main:574] : INFO : Epoch 1713 | loss: 0.0311506 | val_loss: 0.0311898 | Time: 4008.95 ms
[2022-04-10 14:57:28 main:574] : INFO : Epoch 1714 | loss: 0.0311494 | val_loss: 0.0311899 | Time: 4079.44 ms
[2022-04-10 14:57:32 main:574] : INFO : Epoch 1715 | loss: 0.0311456 | val_loss: 0.0311915 | Time: 4031.4 ms
[2022-04-10 14:57:36 main:574] : INFO : Epoch 1716 | loss: 0.0311439 | val_loss: 0.0311901 | Time: 4040.26 ms
[2022-04-10 14:57:40 main:574] : INFO : Epoch 1717 | loss: 0.0311469 | val_loss: 0.0311886 | Time: 4051.81 ms
[2022-04-10 14:57:44 main:574] : INFO : Epoch 1718 | loss: 0.031147 | val_loss: 0.0311911 | Time: 4101.3 ms
[2022-04-10 14:57:48 main:574] : INFO : Epoch 1719 | loss: 0.0311471 | val_loss: 0.0311907 | Time: 4077.56 ms
[2022-04-10 14:57:52 main:574] : INFO : Epoch 1720 | loss: 0.0311438 | val_loss: 0.0311871 | Time: 4000.13 ms
[2022-04-10 14:57:56 main:574] : INFO : Epoch 1721 | loss: 0.0311429 | val_loss: 0.0311864 | Time: 4008.92 ms
[2022-04-10 14:58:00 main:574] : INFO : Epoch 1722 | loss: 0.0311433 | val_loss: 0.0311869 | Time: 4050.81 ms
[2022-04-10 14:58:04 main:574] : INFO : Epoch 1723 | loss: 0.0311434 | val_loss: 0.0311866 | Time: 4093.52 ms
[2022-04-10 14:58:08 main:574] : INFO : Epoch 1724 | loss: 0.0311457 | val_loss: 0.0311856 | Time: 4040.84 ms
[2022-04-10 14:58:13 main:574] : INFO : Epoch 1725 | loss: 0.0311425 | val_loss: 0.0311851 | Time: 4175.93 ms
[2022-04-10 14:58:17 main:574] : INFO : Epoch 1726 | loss: 0.0311437 | val_loss: 0.0311897 | Time: 4162.53 ms
[2022-04-10 14:58:21 main:574] : INFO : Epoch 1727 | loss: 0.0311512 | val_loss: 0.0311878 | Time: 4033.71 ms
[2022-04-10 14:58:25 main:574] : INFO : Epoch 1728 | loss: 0.0311495 | val_loss: 0.0311826 | Time: 4031.69 ms
[2022-04-10 14:58:29 main:574] : INFO : Epoch 1729 | loss: 0.0311457 | val_loss: 0.0311899 | Time: 3992.33 ms
[2022-04-10 14:58:33 main:574] : INFO : Epoch 1730 | loss: 0.0311452 | val_loss: 0.0311919 | Time: 4066.34 ms
[2022-04-10 14:58:37 main:574] : INFO : Epoch 1731 | loss: 0.0311457 | val_loss: 0.0311862 | Time: 3981.34 ms
[2022-04-10 14:58:41 main:574] : INFO : Epoch 1732 | loss: 0.0311425 | val_loss: 0.0311839 | Time: 4063.58 ms
[2022-04-10 14:58:45 main:574] : INFO : Epoch 1733 | loss: 0.031146 | val_loss: 0.0311855 | Time: 4040.67 ms
[2022-04-10 14:58:49 main:574] : INFO : Epoch 1734 | loss: 0.0311445 | val_loss: 0.0311864 | Time: 4097.54 ms
[2022-04-10 14:58:53 main:574] : INFO : Epoch 1735 | loss: 0.0311442 | val_loss: 0.0311843 | Time: 4075.52 ms
[2022-04-10 14:58:57 main:574] : INFO : Epoch 1736 | loss: 0.0311442 | val_loss: 0.0311874 | Time: 4048.29 ms
[2022-04-10 14:59:01 main:574] : INFO : Epoch 1737 | loss: 0.0311444 | val_loss: 0.031186 | Time: 4043.76 ms
[2022-04-10 14:59:05 main:574] : INFO : Epoch 1738 | loss: 0.0311438 | val_loss: 0.0311808 | Time: 4009.96 ms
[2022-04-10 14:59:09 main:574] : INFO : Epoch 1739 | loss: 0.0311405 | val_loss: 0.0311868 | Time: 4100.95 ms
[2022-04-10 14:59:14 main:574] : INFO : Epoch 1740 | loss: 0.0311397 | val_loss: 0.031192 | Time: 4125.9 ms
[2022-04-10 14:59:18 main:574] : INFO : Epoch 1741 | loss: 0.0311402 | val_loss: 0.031189 | Time: 4030.84 ms
[2022-04-10 14:59:22 main:574] : INFO : Epoch 1742 | loss: 0.0311436 | val_loss: 0.0311916 | Time: 4160.17 ms
[2022-04-10 14:59:26 main:574] : INFO : Epoch 1743 | loss: 0.0311459 | val_loss: 0.0311937 | Time: 4074.03 ms
[2022-04-10 14:59:30 main:574] : INFO : Epoch 1744 | loss: 0.0311489 | val_loss: 0.0311837 | Time: 3999.09 ms
[2022-04-10 14:59:34 main:574] : INFO : Epoch 1745 | loss: 0.0311517 | val_loss: 0.0311901 | Time: 4079.23 ms
[2022-04-10 14:59:38 main:574] : INFO : Epoch 1746 | loss: 0.0311526 | val_loss: 0.0311893 | Time: 4019.31 ms
[2022-04-10 14:59:42 main:574] : INFO : Epoch 1747 | loss: 0.0311487 | val_loss: 0.0311893 | Time: 4023.02 ms
[2022-04-10 14:59:46 main:574] : INFO : Epoch 1748 | loss: 0.0311458 | val_loss: 0.03119 | Time: 4016.33 ms
[2022-04-10 14:59:50 main:574] : INFO : Epoch 1749 | loss: 0.0311438 | val_loss: 0.0311876 | Time: 4103.36 ms
[2022-04-10 14:59:54 main:574] : INFO : Epoch 1750 | loss: 0.031146 | val_loss: 0.0311905 | Time: 4033.87 ms
[2022-04-10 14:59:58 main:574] : INFO : Epoch 1751 | loss: 0.0311431 | val_loss: 0.0311924 | Time: 4092.83 ms
[2022-04-10 15:00:02 main:574] : INFO : Epoch 1752 | loss: 0.0311437 | val_loss: 0.0311949 | Time: 4060.6 ms
[2022-04-10 15:00:06 main:574] : INFO : Epoch 1753 | loss: 0.0311469 | val_loss: 0.0311908 | Time: 4060.82 ms
[2022-04-10 15:00:10 main:574] : INFO : Epoch 1754 | loss: 0.0311458 | val_loss: 0.0311909 | Time: 4110.9 ms
[2022-04-10 15:00:15 main:574] : INFO : Epoch 1755 | loss: 0.0311429 | val_loss: 0.0311869 | Time: 4096 ms
[2022-04-10 15:00:19 main:574] : INFO : Epoch 1756 | loss: 0.0311401 | val_loss: 0.0311916 | Time: 4114 ms
[2022-04-10 15:00:23 main:574] : INFO : Epoch 1757 | loss: 0.0311423 | val_loss: 0.0311925 | Time: 3996.8 ms
[2022-04-10 15:00:27 main:574] : INFO : Epoch 1758 | loss: 0.0311414 | val_loss: 0.0311896 | Time: 4102.04 ms
[2022-04-10 15:00:31 main:574] : INFO : Epoch 1759 | loss: 0.0311411 | val_loss: 0.0311919 | Time: 4126.64 ms
[2022-04-10 15:00:35 main:574] : INFO : Epoch 1760 | loss: 0.031141 | val_loss: 0.0311904 | Time: 4073.09 ms
[2022-04-10 15:00:39 main:574] : INFO : Epoch 1761 | loss: 0.0311423 | val_loss: 0.031186 | Time: 4030.83 ms
[2022-04-10 15:00:43 main:574] : INFO : Epoch 1762 | loss: 0.0311397 | val_loss: 0.0311906 | Time: 4059.78 ms
[2022-04-10 15:00:47 main:574] : INFO : Epoch 1763 | loss: 0.0311405 | val_loss: 0.0311938 | Time: 4045.42 ms
[2022-04-10 15:00:51 main:574] : INFO : Epoch 1764 | loss: 0.0311394 | val_loss: 0.0311883 | Time: 3989.72 ms
[2022-04-10 15:00:55 main:574] : INFO : Epoch 1765 | loss: 0.0311449 | val_loss: 0.0311953 | Time: 4068.03 ms
[2022-04-10 15:00:59 main:574] : INFO : Epoch 1766 | loss: 0.0311433 | val_loss: 0.031193 | Time: 4006.36 ms
[2022-04-10 15:01:03 main:574] : INFO : Epoch 1767 | loss: 0.0311425 | val_loss: 0.031195 | Time: 4071.41 ms
[2022-04-10 15:01:07 main:574] : INFO : Epoch 1768 | loss: 0.0311424 | val_loss: 0.031189 | Time: 4014.07 ms
[2022-04-10 15:01:11 main:574] : INFO : Epoch 1769 | loss: 0.0311429 | val_loss: 0.0311906 | Time: 4020.07 ms
[2022-04-10 15:01:15 main:574] : INFO : Epoch 1770 | loss: 0.0311399 | val_loss: 0.0311932 | Time: 4128.26 ms
[2022-04-10 15:01:19 main:574] : INFO : Epoch 1771 | loss: 0.031138 | val_loss: 0.0311899 | Time: 4004.54 ms
[2022-04-10 15:01:24 main:574] : INFO : Epoch 1772 | loss: 0.0311397 | val_loss: 0.0311925 | Time: 4033.13 ms
[2022-04-10 15:01:28 main:574] : INFO : Epoch 1773 | loss: 0.0311419 | val_loss: 0.0311939 | Time: 4055.39 ms
[2022-04-10 15:01:32 main:574] : INFO : Epoch 1774 | loss: 0.0311413 | val_loss: 0.0311924 | Time: 4059.53 ms
[2022-04-10 15:01:36 main:574] : INFO : Epoch 1775 | loss: 0.0311398 | val_loss: 0.0311899 | Time: 4160.5 ms
[2022-04-10 15:01:40 main:574] : INFO : Epoch 1776 | loss: 0.0311431 | val_loss: 0.0311862 | Time: 4015.38 ms
[2022-04-10 15:01:44 main:574] : INFO : Epoch 1777 | loss: 0.0311435 | val_loss: 0.0311944 | Time: 4102.52 ms
[2022-04-10 15:01:48 main:574] : INFO : Epoch 1778 | loss: 0.0311485 | val_loss: 0.0311902 | Time: 4038.05 ms
[2022-04-10 15:01:52 main:574] : INFO : Epoch 1779 | loss: 0.0311476 | val_loss: 0.0311888 | Time: 4103.61 ms
[2022-04-10 15:01:56 main:574] : INFO : Epoch 1780 | loss: 0.0311449 | val_loss: 0.0311888 | Time: 4101.11 ms
[2022-04-10 15:02:00 main:574] : INFO : Epoch 1781 | loss: 0.0311437 | val_loss: 0.0311945 | Time: 4031.29 ms
[2022-04-10 15:02:04 main:574] : INFO : Epoch 1782 | loss: 0.0311436 | val_loss: 0.0311926 | Time: 4029.73 ms
[2022-04-10 15:02:08 main:574] : INFO : Epoch 1783 | loss: 0.0311442 | val_loss: 0.0311899 | Time: 4059.07 ms
[2022-04-10 15:02:12 main:574] : INFO : Epoch 1784 | loss: 0.0311451 | val_loss: 0.031192 | Time: 4137 ms
[2022-04-10 15:02:17 main:574] : INFO : Epoch 1785 | loss: 0.0311398 | val_loss: 0.0311942 | Time: 4057.06 ms
[2022-04-10 15:02:21 main:574] : INFO : Epoch 1786 | loss: 0.031139 | val_loss: 0.0311931 | Time: 4064.02 ms
[2022-04-10 15:02:25 main:574] : INFO : Epoch 1787 | loss: 0.0311407 | val_loss: 0.0311926 | Time: 4045.36 ms
[2022-04-10 15:02:29 main:574] : INFO : Epoch 1788 | loss: 0.0311443 | val_loss: 0.0311902 | Time: 4021.67 ms
[2022-04-10 15:02:33 main:574] : INFO : Epoch 1789 | loss: 0.0311423 | val_loss: 0.0311885 | Time: 4032.88 ms
[2022-04-10 15:02:37 main:574] : INFO : Epoch 1790 | loss: 0.0311446 | val_loss: 0.0311916 | Time: 4071.46 ms
[2022-04-10 15:02:41 main:574] : INFO : Epoch 1791 | loss: 0.0311476 | val_loss: 0.0311864 | Time: 4094.33 ms
[2022-04-10 15:02:45 main:574] : INFO : Epoch 1792 | loss: 0.0311431 | val_loss: 0.0311993 | Time: 4123.56 ms
[2022-04-10 15:02:49 main:574] : INFO : Epoch 1793 | loss: 0.0311417 | val_loss: 0.0311954 | Time: 4038.36 ms
[2022-04-10 15:02:53 main:574] : INFO : Epoch 1794 | loss: 0.0311431 | val_loss: 0.0311915 | Time: 3998.27 ms
[2022-04-10 15:02:57 main:574] : INFO : Epoch 1795 | loss: 0.0311439 | val_loss: 0.0311886 | Time: 4018.9 ms
[2022-04-10 15:03:01 main:574] : INFO : Epoch 1796 | loss: 0.0311429 | val_loss: 0.0311888 | Time: 4057.46 ms
[2022-04-10 15:03:05 main:574] : INFO : Epoch 1797 | loss: 0.031145 | val_loss: 0.03119 | Time: 4039.38 ms
[2022-04-10 15:03:09 main:574] : INFO : Epoch 1798 | loss: 0.0311428 | val_loss: 0.0311911 | Time: 3980.79 ms
[2022-04-10 15:03:13 main:574] : INFO : Epoch 1799 | loss: 0.0311425 | val_loss: 0.0311897 | Time: 4064.13 ms
[2022-04-10 15:03:17 main:574] : INFO : Epoch 1800 | loss: 0.0311414 | val_loss: 0.0311935 | Time: 4096.85 ms
[2022-04-10 15:03:21 main:574] : INFO : Epoch 1801 | loss: 0.031141 | val_loss: 0.0311898 | Time: 3983.95 ms
[2022-04-10 15:03:25 main:574] : INFO : Epoch 1802 | loss: 0.0311478 | val_loss: 0.0311908 | Time: 4129.45 ms
[2022-04-10 15:03:30 main:574] : INFO : Epoch 1803 | loss: 0.0311498 | val_loss: 0.0311916 | Time: 4108.36 ms
[2022-04-10 15:03:34 main:574] : INFO : Epoch 1804 | loss: 0.0311455 | val_loss: 0.031186 | Time: 4000.71 ms
[2022-04-10 15:03:38 main:574] : INFO : Epoch 1805 | loss: 0.0311414 | val_loss: 0.0311872 | Time: 4035.46 ms
[2022-04-10 15:03:42 main:574] : INFO : Epoch 1806 | loss: 0.0311401 | val_loss: 0.0311875 | Time: 4067.76 ms
[2022-04-10 15:03:46 main:574] : INFO : Epoch 1807 | loss: 0.0311457 | val_loss: 0.0311955 | Time: 4051.74 ms
[2022-04-10 15:03:50 main:574] : INFO : Epoch 1808 | loss: 0.0311418 | val_loss: 0.0311962 | Time: 4158.16 ms
[2022-04-10 15:03:54 main:574] : INFO : Epoch 1809 | loss: 0.0311481 | val_loss: 0.0311892 | Time: 4065.93 ms
[2022-04-10 15:03:58 main:574] : INFO : Epoch 1810 | loss: 0.0311436 | val_loss: 0.0311854 | Time: 4054.22 ms
[2022-04-10 15:04:02 main:574] : INFO : Epoch 1811 | loss: 0.0311439 | val_loss: 0.0311911 | Time: 4025.93 ms
[2022-04-10 15:04:06 main:574] : INFO : Epoch 1812 | loss: 0.0311425 | val_loss: 0.0311892 | Time: 4057.76 ms
[2022-04-10 15:04:10 main:574] : INFO : Epoch 1813 | loss: 0.031143 | val_loss: 0.0311932 | Time: 4050.98 ms
[2022-04-10 15:04:14 main:574] : INFO : Epoch 1814 | loss: 0.0311411 | val_loss: 0.0311905 | Time: 4040.76 ms
[2022-04-10 15:04:18 main:574] : INFO : Epoch 1815 | loss: 0.031141 | val_loss: 0.0312019 | Time: 4013.06 ms
[2022-04-10 15:04:22 main:574] : INFO : Epoch 1816 | loss: 0.0311452 | val_loss: 0.0311945 | Time: 4055.72 ms
[2022-04-10 15:04:26 main:574] : INFO : Epoch 1817 | loss: 0.0311446 | val_loss: 0.0311937 | Time: 4048.29 ms
[2022-04-10 15:04:30 main:574] : INFO : Epoch 1818 | loss: 0.0311417 | val_loss: 0.0311908 | Time: 4047.85 ms
[2022-04-10 15:04:34 main:574] : INFO : Epoch 1819 | loss: 0.0311406 | val_loss: 0.0311898 | Time: 4000.23 ms
[2022-04-10 15:04:38 main:574] : INFO : Epoch 1820 | loss: 0.0311418 | val_loss: 0.0311843 | Time: 3997.55 ms
[2022-04-10 15:04:43 main:574] : INFO : Epoch 1821 | loss: 0.0311422 | val_loss: 0.0311973 | Time: 4078.44 ms
[2022-04-10 15:04:47 main:574] : INFO : Epoch 1822 | loss: 0.0311448 | val_loss: 0.0311862 | Time: 4068.2 ms
[2022-04-10 15:04:51 main:574] : INFO : Epoch 1823 | loss: 0.0311401 | val_loss: 0.0311976 | Time: 3999.82 ms
[2022-04-10 15:04:55 main:574] : INFO : Epoch 1824 | loss: 0.0311409 | val_loss: 0.0311862 | Time: 4114.34 ms
[2022-04-10 15:04:59 main:574] : INFO : Epoch 1825 | loss: 0.0311414 | val_loss: 0.0311945 | Time: 4177.42 ms
[2022-04-10 15:05:03 main:574] : INFO : Epoch 1826 | loss: 0.0311412 | val_loss: 0.0311882 | Time: 4061.51 ms
[2022-04-10 15:05:07 main:574] : INFO : Epoch 1827 | loss: 0.0311403 | val_loss: 0.0311858 | Time: 4004.09 ms
[2022-04-10 15:05:11 main:574] : INFO : Epoch 1828 | loss: 0.0311383 | val_loss: 0.0311883 | Time: 4157.23 ms
[2022-04-10 15:05:15 main:574] : INFO : Epoch 1829 | loss: 0.0311382 | val_loss: 0.0311909 | Time: 4166.98 ms
[2022-04-10 15:05:19 main:574] : INFO : Epoch 1830 | loss: 0.0311383 | val_loss: 0.0311901 | Time: 4046.46 ms
[2022-04-10 15:05:24 main:574] : INFO : Epoch 1831 | loss: 0.0311395 | val_loss: 0.0311811 | Time: 4124.8 ms
[2022-04-10 15:05:28 main:574] : INFO : Epoch 1832 | loss: 0.0311398 | val_loss: 0.0311906 | Time: 4096.64 ms
[2022-04-10 15:05:32 main:574] : INFO : Epoch 1833 | loss: 0.0311365 | val_loss: 0.0311896 | Time: 4029.78 ms
[2022-04-10 15:05:36 main:574] : INFO : Epoch 1834 | loss: 0.0311349 | val_loss: 0.0311891 | Time: 4055.97 ms
[2022-04-10 15:05:40 main:574] : INFO : Epoch 1835 | loss: 0.0311381 | val_loss: 0.0311931 | Time: 4074.41 ms
[2022-04-10 15:05:44 main:574] : INFO : Epoch 1836 | loss: 0.031136 | val_loss: 0.0311979 | Time: 4022.37 ms
[2022-04-10 15:05:48 main:574] : INFO : Epoch 1837 | loss: 0.0311397 | val_loss: 0.0311913 | Time: 4041.98 ms
[2022-04-10 15:05:52 main:574] : INFO : Epoch 1838 | loss: 0.0311425 | val_loss: 0.0311936 | Time: 4037.43 ms
[2022-04-10 15:05:56 main:574] : INFO : Epoch 1839 | loss: 0.0311457 | val_loss: 0.0311915 | Time: 4051.41 ms
[2022-04-10 15:06:00 main:574] : INFO : Epoch 1840 | loss: 0.0311399 | val_loss: 0.0311934 | Time: 4240.31 ms
[2022-04-10 15:06:04 main:574] : INFO : Epoch 1841 | loss: 0.0311399 | val_loss: 0.0311897 | Time: 4161.13 ms
[2022-04-10 15:06:08 main:574] : INFO : Epoch 1842 | loss: 0.0311435 | val_loss: 0.0311903 | Time: 4056.38 ms
[2022-04-10 15:06:13 main:574] : INFO : Epoch 1843 | loss: 0.0311439 | val_loss: 0.0311929 | Time: 4085.86 ms
[2022-04-10 15:06:17 main:574] : INFO : Epoch 1844 | loss: 0.0311425 | val_loss: 0.0311883 | Time: 4074.92 ms
[2022-04-10 15:06:21 main:574] : INFO : Epoch 1845 | loss: 0.0311495 | val_loss: 0.0311971 | Time: 4063.51 ms
[2022-04-10 15:06:25 main:574] : INFO : Epoch 1846 | loss: 0.0311577 | val_loss: 0.0311912 | Time: 4348.55 ms
[2022-04-10 15:06:29 main:574] : INFO : Epoch 1847 | loss: 0.0311531 | val_loss: 0.0311888 | Time: 4108.81 ms
[2022-04-10 15:06:33 main:574] : INFO : Epoch 1848 | loss: 0.0311513 | val_loss: 0.0311869 | Time: 4069.47 ms
[2022-04-10 15:06:37 main:574] : INFO : Epoch 1849 | loss: 0.0311484 | val_loss: 0.031188 | Time: 4175.29 ms
[2022-04-10 15:06:42 main:574] : INFO : Epoch 1850 | loss: 0.031145 | val_loss: 0.0311908 | Time: 4204.95 ms
[2022-04-10 15:06:46 main:574] : INFO : Epoch 1851 | loss: 0.0311449 | val_loss: 0.0311903 | Time: 4102.06 ms
[2022-04-10 15:06:50 main:574] : INFO : Epoch 1852 | loss: 0.0311439 | val_loss: 0.0311918 | Time: 4088.29 ms
[2022-04-10 15:06:54 main:574] : INFO : Epoch 1853 | loss: 0.0311432 | val_loss: 0.0311871 | Time: 4133.3 ms
[2022-04-10 15:06:58 main:574] : INFO : Epoch 1854 | loss: 0.031148 | val_loss: 0.03119 | Time: 4201.48 ms
[2022-04-10 15:07:03 main:574] : INFO : Epoch 1855 | loss: 0.0311534 | val_loss: 0.0311855 | Time: 4181.48 ms
[2022-04-10 15:07:07 main:574] : INFO : Epoch 1856 | loss: 0.0311469 | val_loss: 0.0311871 | Time: 4145.27 ms
[2022-04-10 15:07:11 main:574] : INFO : Epoch 1857 | loss: 0.0311447 | val_loss: 0.03119 | Time: 4301.54 ms
[2022-04-10 15:07:15 main:574] : INFO : Epoch 1858 | loss: 0.0311426 | val_loss: 0.0311917 | Time: 4091.17 ms
[2022-04-10 15:07:19 main:574] : INFO : Epoch 1859 | loss: 0.0311398 | val_loss: 0.0311859 | Time: 4034.02 ms
[2022-04-10 15:07:23 main:574] : INFO : Epoch 1860 | loss: 0.031144 | val_loss: 0.0311987 | Time: 4089.41 ms
[2022-04-10 15:07:27 main:574] : INFO : Epoch 1861 | loss: 0.0311546 | val_loss: 0.0311875 | Time: 4085.16 ms
[2022-04-10 15:07:31 main:574] : INFO : Epoch 1862 | loss: 0.0311523 | val_loss: 0.0311853 | Time: 4111.81 ms
[2022-04-10 15:07:36 main:574] : INFO : Epoch 1863 | loss: 0.031149 | val_loss: 0.0311827 | Time: 4109.66 ms
[2022-04-10 15:07:40 main:574] : INFO : Epoch 1864 | loss: 0.0311475 | val_loss: 0.0311824 | Time: 4098.4 ms
[2022-04-10 15:07:44 main:574] : INFO : Epoch 1865 | loss: 0.031148 | val_loss: 0.0311925 | Time: 4114.62 ms
[2022-04-10 15:07:48 main:574] : INFO : Epoch 1866 | loss: 0.0311482 | val_loss: 0.0311879 | Time: 3965.31 ms
[2022-04-10 15:07:52 main:574] : INFO : Epoch 1867 | loss: 0.031147 | val_loss: 0.0311947 | Time: 4091.71 ms
[2022-04-10 15:07:56 main:574] : INFO : Epoch 1868 | loss: 0.0311451 | val_loss: 0.0311871 | Time: 4026.35 ms
[2022-04-10 15:08:00 main:574] : INFO : Epoch 1869 | loss: 0.0311421 | val_loss: 0.0311943 | Time: 4066.16 ms
[2022-04-10 15:08:04 main:574] : INFO : Epoch 1870 | loss: 0.031142 | val_loss: 0.0311824 | Time: 4190.84 ms
[2022-04-10 15:08:08 main:574] : INFO : Epoch 1871 | loss: 0.0311401 | val_loss: 0.0311898 | Time: 4096.06 ms
[2022-04-10 15:08:12 main:574] : INFO : Epoch 1872 | loss: 0.0311419 | val_loss: 0.031186 | Time: 4165.59 ms
[2022-04-10 15:08:17 main:574] : INFO : Epoch 1873 | loss: 0.0311414 | val_loss: 0.0311887 | Time: 4179.09 ms
[2022-04-10 15:08:21 main:574] : INFO : Epoch 1874 | loss: 0.031142 | val_loss: 0.0311863 | Time: 4119.53 ms
[2022-04-10 15:08:25 main:574] : INFO : Epoch 1875 | loss: 0.0311416 | val_loss: 0.0311887 | Time: 4114.52 ms
[2022-04-10 15:08:29 main:574] : INFO : Epoch 1876 | loss: 0.0311391 | val_loss: 0.0311904 | Time: 4068.7 ms
[2022-04-10 15:08:33 main:574] : INFO : Epoch 1877 | loss: 0.0311418 | val_loss: 0.031188 | Time: 4050.07 ms
[2022-04-10 15:08:37 main:574] : INFO : Epoch 1878 | loss: 0.0311428 | val_loss: 0.0311899 | Time: 4066.38 ms
[2022-04-10 15:08:41 main:574] : INFO : Epoch 1879 | loss: 0.0311414 | val_loss: 0.0311886 | Time: 4117.35 ms
[2022-04-10 15:08:45 main:574] : INFO : Epoch 1880 | loss: 0.0311406 | val_loss: 0.0311851 | Time: 4124.79 ms
[2022-04-10 15:08:49 main:574] : INFO : Epoch 1881 | loss: 0.0311415 | val_loss: 0.0311893 | Time: 4028.28 ms
[2022-04-10 15:08:54 main:574] : INFO : Epoch 1882 | loss: 0.0311432 | val_loss: 0.0311876 | Time: 4138.33 ms
[2022-04-10 15:08:58 main:574] : INFO : Epoch 1883 | loss: 0.0311404 | val_loss: 0.0311877 | Time: 4125.41 ms
[2022-04-10 15:09:02 main:574] : INFO : Epoch 1884 | loss: 0.0311393 | val_loss: 0.0311954 | Time: 4060.99 ms
[2022-04-10 15:09:06 main:574] : INFO : Epoch 1885 | loss: 0.031144 | val_loss: 0.0311904 | Time: 4027.02 ms
[2022-04-10 15:09:10 main:574] : INFO : Epoch 1886 | loss: 0.0311429 | val_loss: 0.0311893 | Time: 4027.75 ms
[2022-04-10 15:09:14 main:574] : INFO : Epoch 1887 | loss: 0.0311424 | val_loss: 0.0311881 | Time: 4217.09 ms
[2022-04-10 15:09:18 main:574] : INFO : Epoch 1888 | loss: 0.0311402 | val_loss: 0.0311907 | Time: 4069.06 ms
[2022-04-10 15:09:22 main:574] : INFO : Epoch 1889 | loss: 0.0311454 | val_loss: 0.0311972 | Time: 4247.76 ms
[2022-04-10 15:09:27 main:574] : INFO : Epoch 1890 | loss: 0.0311428 | val_loss: 0.031192 | Time: 4293.37 ms
[2022-04-10 15:09:31 main:574] : INFO : Epoch 1891 | loss: 0.0311397 | val_loss: 0.0311881 | Time: 4150.29 ms
[2022-04-10 15:09:35 main:574] : INFO : Epoch 1892 | loss: 0.0311379 | val_loss: 0.0311923 | Time: 4252.68 ms
[2022-04-10 15:09:39 main:574] : INFO : Epoch 1893 | loss: 0.0311397 | val_loss: 0.031199 | Time: 4142.47 ms
[2022-04-10 15:09:43 main:574] : INFO : Epoch 1894 | loss: 0.0311391 | val_loss: 0.0311924 | Time: 4123.57 ms
[2022-04-10 15:09:47 main:574] : INFO : Epoch 1895 | loss: 0.0311378 | val_loss: 0.0311899 | Time: 4089.08 ms
[2022-04-10 15:09:52 main:574] : INFO : Epoch 1896 | loss: 0.0311381 | val_loss: 0.031189 | Time: 4107.23 ms
[2022-04-10 15:09:56 main:574] : INFO : Epoch 1897 | loss: 0.031137 | val_loss: 0.0311892 | Time: 4118.21 ms
[2022-04-10 15:10:00 main:574] : INFO : Epoch 1898 | loss: 0.0311357 | val_loss: 0.0311889 | Time: 4134.94 ms
[2022-04-10 15:10:04 main:574] : INFO : Epoch 1899 | loss: 0.031139 | val_loss: 0.0311971 | Time: 4065.02 ms
[2022-04-10 15:10:08 main:574] : INFO : Epoch 1900 | loss: 0.0311375 | val_loss: 0.0311958 | Time: 4103.51 ms
[2022-04-10 15:10:12 main:574] : INFO : Epoch 1901 | loss: 0.0311372 | val_loss: 0.0311942 | Time: 4059.63 ms
[2022-04-10 15:10:16 main:574] : INFO : Epoch 1902 | loss: 0.0311363 | val_loss: 0.0311904 | Time: 4080.38 ms
[2022-04-10 15:10:20 main:574] : INFO : Epoch 1903 | loss: 0.0311372 | val_loss: 0.0311979 | Time: 4055.42 ms
[2022-04-10 15:10:24 main:574] : INFO : Epoch 1904 | loss: 0.0311392 | val_loss: 0.0311878 | Time: 4124.26 ms
[2022-04-10 15:10:29 main:574] : INFO : Epoch 1905 | loss: 0.0311393 | val_loss: 0.0311922 | Time: 4228.94 ms
[2022-04-10 15:10:33 main:574] : INFO : Epoch 1906 | loss: 0.0311398 | val_loss: 0.0311924 | Time: 4147.39 ms
[2022-04-10 15:10:37 main:574] : INFO : Epoch 1907 | loss: 0.0311425 | val_loss: 0.0311894 | Time: 4116.44 ms
[2022-04-10 15:10:41 main:574] : INFO : Epoch 1908 | loss: 0.0311424 | val_loss: 0.0311992 | Time: 4120.46 ms
[2022-04-10 15:10:45 main:574] : INFO : Epoch 1909 | loss: 0.0311402 | val_loss: 0.0311915 | Time: 4130.22 ms
[2022-04-10 15:10:49 main:574] : INFO : Epoch 1910 | loss: 0.0311436 | val_loss: 0.0311914 | Time: 4069.58 ms
[2022-04-10 15:10:53 main:574] : INFO : Epoch 1911 | loss: 0.0311416 | val_loss: 0.0311883 | Time: 4031.32 ms
[2022-04-10 15:10:57 main:574] : INFO : Epoch 1912 | loss: 0.0311398 | val_loss: 0.0311913 | Time: 4112.05 ms
[2022-04-10 15:11:01 main:574] : INFO : Epoch 1913 | loss: 0.0311385 | val_loss: 0.0311909 | Time: 4062.57 ms
[2022-04-10 15:11:05 main:574] : INFO : Epoch 1914 | loss: 0.0311378 | val_loss: 0.0311894 | Time: 4131.47 ms
[2022-04-10 15:11:10 main:574] : INFO : Epoch 1915 | loss: 0.0311419 | val_loss: 0.0311882 | Time: 4124.99 ms
[2022-04-10 15:11:14 main:574] : INFO : Epoch 1916 | loss: 0.0311405 | val_loss: 0.0311929 | Time: 4108.93 ms
[2022-04-10 15:11:18 main:574] : INFO : Epoch 1917 | loss: 0.031137 | val_loss: 0.0311939 | Time: 4100.4 ms
[2022-04-10 15:11:22 main:574] : INFO : Epoch 1918 | loss: 0.0311387 | val_loss: 0.0311881 | Time: 4066.88 ms
[2022-04-10 15:11:26 main:574] : INFO : Epoch 1919 | loss: 0.0311361 | val_loss: 0.0311929 | Time: 4117.56 ms
[2022-04-10 15:11:30 main:574] : INFO : Epoch 1920 | loss: 0.0311333 | val_loss: 0.0311912 | Time: 4140.3 ms
[2022-04-10 15:11:34 main:574] : INFO : Epoch 1921 | loss: 0.0311336 | val_loss: 0.0311966 | Time: 4167.24 ms
[2022-04-10 15:11:39 main:574] : INFO : Epoch 1922 | loss: 0.0311358 | val_loss: 0.0311838 | Time: 4256.66 ms
[2022-04-10 15:11:43 main:574] : INFO : Epoch 1923 | loss: 0.0311398 | val_loss: 0.0311964 | Time: 4101.41 ms
[2022-04-10 15:11:47 main:574] : INFO : Epoch 1924 | loss: 0.0311335 | val_loss: 0.031192 | Time: 4189.85 ms
[2022-04-10 15:11:51 main:574] : INFO : Epoch 1925 | loss: 0.0311325 | val_loss: 0.031189 | Time: 3970.96 ms
[2022-04-10 15:11:55 main:574] : INFO : Epoch 1926 | loss: 0.0311319 | val_loss: 0.0311914 | Time: 4071.1 ms
[2022-04-10 15:11:59 main:574] : INFO : Epoch 1927 | loss: 0.0311311 | val_loss: 0.031192 | Time: 4057.38 ms
[2022-04-10 15:12:03 main:574] : INFO : Epoch 1928 | loss: 0.0311341 | val_loss: 0.0311883 | Time: 4017.7 ms
[2022-04-10 15:12:07 main:574] : INFO : Epoch 1929 | loss: 0.0311326 | val_loss: 0.0311951 | Time: 4006.44 ms
[2022-04-10 15:12:11 main:574] : INFO : Epoch 1930 | loss: 0.0311325 | val_loss: 0.0311928 | Time: 4079.64 ms
[2022-04-10 15:12:15 main:574] : INFO : Epoch 1931 | loss: 0.0311312 | val_loss: 0.0311998 | Time: 4088.95 ms
[2022-04-10 15:12:19 main:574] : INFO : Epoch 1932 | loss: 0.0311311 | val_loss: 0.0311881 | Time: 4035.71 ms
[2022-04-10 15:12:23 main:574] : INFO : Epoch 1933 | loss: 0.0311302 | val_loss: 0.0311923 | Time: 4026.27 ms
[2022-04-10 15:12:27 main:574] : INFO : Epoch 1934 | loss: 0.0311324 | val_loss: 0.0311938 | Time: 4061.68 ms
[2022-04-10 15:12:31 main:574] : INFO : Epoch 1935 | loss: 0.0311319 | val_loss: 0.0311941 | Time: 4048.26 ms
[2022-04-10 15:12:36 main:574] : INFO : Epoch 1936 | loss: 0.0311308 | val_loss: 0.0311923 | Time: 4059.98 ms
[2022-04-10 15:12:40 main:574] : INFO : Epoch 1937 | loss: 0.0311346 | val_loss: 0.0311973 | Time: 4108.19 ms
[2022-04-10 15:12:44 main:574] : INFO : Epoch 1938 | loss: 0.0311352 | val_loss: 0.0311965 | Time: 4218.64 ms
[2022-04-10 15:12:48 main:574] : INFO : Epoch 1939 | loss: 0.0311317 | val_loss: 0.0311955 | Time: 4094.67 ms
[2022-04-10 15:12:52 main:574] : INFO : Epoch 1940 | loss: 0.0311361 | val_loss: 0.0311909 | Time: 4063.75 ms
[2022-04-10 15:12:56 main:574] : INFO : Epoch 1941 | loss: 0.0311348 | val_loss: 0.0311889 | Time: 4067.97 ms
[2022-04-10 15:13:00 main:574] : INFO : Epoch 1942 | loss: 0.0311315 | val_loss: 0.0311936 | Time: 4090.82 ms
[2022-04-10 15:13:04 main:574] : INFO : Epoch 1943 | loss: 0.0311292 | val_loss: 0.0311877 | Time: 4073.75 ms
[2022-04-10 15:13:08 main:574] : INFO : Epoch 1944 | loss: 0.0311318 | val_loss: 0.031197 | Time: 4056.89 ms
[2022-04-10 15:13:12 main:574] : INFO : Epoch 1945 | loss: 0.0311349 | val_loss: 0.0311977 | Time: 4019.23 ms
[2022-04-10 15:13:16 main:574] : INFO : Epoch 1946 | loss: 0.0311326 | val_loss: 0.0311924 | Time: 4056.01 ms
[2022-04-10 15:13:20 main:574] : INFO : Epoch 1947 | loss: 0.0311358 | val_loss: 0.0311928 | Time: 4077.09 ms
[2022-04-10 15:13:25 main:574] : INFO : Epoch 1948 | loss: 0.0311348 | val_loss: 0.0311971 | Time: 4086.65 ms
[2022-04-10 15:13:29 main:574] : INFO : Epoch 1949 | loss: 0.0311353 | val_loss: 0.0312025 | Time: 4090.92 ms
[2022-04-10 15:13:33 main:574] : INFO : Epoch 1950 | loss: 0.0311352 | val_loss: 0.0311923 | Time: 4021.6 ms
[2022-04-10 15:13:37 main:574] : INFO : Epoch 1951 | loss: 0.0311362 | val_loss: 0.0311867 | Time: 4105.65 ms
[2022-04-10 15:13:41 main:574] : INFO : Epoch 1952 | loss: 0.0311336 | val_loss: 0.0311921 | Time: 4045.18 ms
[2022-04-10 15:13:45 main:574] : INFO : Epoch 1953 | loss: 0.0311329 | val_loss: 0.0311985 | Time: 4056.23 ms
[2022-04-10 15:13:49 main:574] : INFO : Epoch 1954 | loss: 0.0311316 | val_loss: 0.0311973 | Time: 4165.02 ms
[2022-04-10 15:13:53 main:574] : INFO : Epoch 1955 | loss: 0.0311347 | val_loss: 0.0312033 | Time: 4170 ms
[2022-04-10 15:13:57 main:574] : INFO : Epoch 1956 | loss: 0.0311362 | val_loss: 0.0311945 | Time: 4029.81 ms
[2022-04-10 15:14:01 main:574] : INFO : Epoch 1957 | loss: 0.0311367 | val_loss: 0.0311922 | Time: 4069.02 ms
[2022-04-10 15:14:05 main:574] : INFO : Epoch 1958 | loss: 0.0311376 | val_loss: 0.0311977 | Time: 4018.58 ms
[2022-04-10 15:14:09 main:574] : INFO : Epoch 1959 | loss: 0.0311321 | val_loss: 0.0311965 | Time: 4052.3 ms
[2022-04-10 15:14:14 main:574] : INFO : Epoch 1960 | loss: 0.0311307 | val_loss: 0.0312044 | Time: 4086.59 ms
[2022-04-10 15:14:18 main:574] : INFO : Epoch 1961 | loss: 0.0311309 | val_loss: 0.0311953 | Time: 3995.91 ms
[2022-04-10 15:14:22 main:574] : INFO : Epoch 1962 | loss: 0.0311282 | val_loss: 0.031196 | Time: 4045.45 ms
[2022-04-10 15:14:26 main:574] : INFO : Epoch 1963 | loss: 0.0311294 | val_loss: 0.0312001 | Time: 4090.34 ms
[2022-04-10 15:14:30 main:574] : INFO : Epoch 1964 | loss: 0.0311305 | val_loss: 0.031194 | Time: 4093.2 ms
[2022-04-10 15:14:34 main:574] : INFO : Epoch 1965 | loss: 0.0311345 | val_loss: 0.031193 | Time: 4034.03 ms
[2022-04-10 15:14:38 main:574] : INFO : Epoch 1966 | loss: 0.0311367 | val_loss: 0.0311947 | Time: 4079.62 ms
[2022-04-10 15:14:42 main:574] : INFO : Epoch 1967 | loss: 0.0311399 | val_loss: 0.0311923 | Time: 4086.56 ms
[2022-04-10 15:14:46 main:574] : INFO : Epoch 1968 | loss: 0.0311505 | val_loss: 0.0311865 | Time: 4050.85 ms
[2022-04-10 15:14:50 main:574] : INFO : Epoch 1969 | loss: 0.0311446 | val_loss: 0.0311935 | Time: 4075.38 ms
[2022-04-10 15:14:54 main:574] : INFO : Epoch 1970 | loss: 0.0311402 | val_loss: 0.0311854 | Time: 4123.32 ms
[2022-04-10 15:14:58 main:574] : INFO : Epoch 1971 | loss: 0.0311387 | val_loss: 0.0311976 | Time: 4164.56 ms
[2022-04-10 15:15:02 main:574] : INFO : Epoch 1972 | loss: 0.0311428 | val_loss: 0.0311903 | Time: 4049.08 ms
[2022-04-10 15:15:07 main:574] : INFO : Epoch 1973 | loss: 0.0311457 | val_loss: 0.0311956 | Time: 4081.07 ms
[2022-04-10 15:15:11 main:574] : INFO : Epoch 1974 | loss: 0.0311442 | val_loss: 0.0311905 | Time: 4179.92 ms
[2022-04-10 15:15:15 main:574] : INFO : Epoch 1975 | loss: 0.031138 | val_loss: 0.0311915 | Time: 4048.11 ms
[2022-04-10 15:15:19 main:574] : INFO : Epoch 1976 | loss: 0.0311359 | val_loss: 0.0311918 | Time: 4053.21 ms
[2022-04-10 15:15:23 main:574] : INFO : Epoch 1977 | loss: 0.0311337 | val_loss: 0.0311926 | Time: 4006.53 ms
[2022-04-10 15:15:27 main:574] : INFO : Epoch 1978 | loss: 0.0311325 | val_loss: 0.0311908 | Time: 4030.14 ms
[2022-04-10 15:15:31 main:574] : INFO : Epoch 1979 | loss: 0.0311321 | val_loss: 0.0311951 | Time: 4030.66 ms
[2022-04-10 15:15:35 main:574] : INFO : Epoch 1980 | loss: 0.0311306 | val_loss: 0.0312038 | Time: 4122.18 ms
[2022-04-10 15:15:39 main:574] : INFO : Epoch 1981 | loss: 0.0311367 | val_loss: 0.0311959 | Time: 4080.83 ms
[2022-04-10 15:15:43 main:574] : INFO : Epoch 1982 | loss: 0.0311348 | val_loss: 0.031194 | Time: 4002.8 ms
[2022-04-10 15:15:47 main:574] : INFO : Epoch 1983 | loss: 0.0311356 | val_loss: 0.0312003 | Time: 4055.95 ms
[2022-04-10 15:15:51 main:574] : INFO : Epoch 1984 | loss: 0.031133 | val_loss: 0.0311937 | Time: 4080.21 ms
[2022-04-10 15:15:55 main:574] : INFO : Epoch 1985 | loss: 0.0311312 | val_loss: 0.0311974 | Time: 4056.97 ms
[2022-04-10 15:15:59 main:574] : INFO : Epoch 1986 | loss: 0.0311318 | val_loss: 0.0311938 | Time: 4040.41 ms
[2022-04-10 15:16:04 main:574] : INFO : Epoch 1987 | loss: 0.0311322 | val_loss: 0.031193 | Time: 4202.33 ms
[2022-04-10 15:16:08 main:574] : INFO : Epoch 1988 | loss: 0.0311338 | val_loss: 0.0311982 | Time: 4117.84 ms
[2022-04-10 15:16:12 main:574] : INFO : Epoch 1989 | loss: 0.0311318 | val_loss: 0.0311982 | Time: 4062.32 ms
[2022-04-10 15:16:16 main:574] : INFO : Epoch 1990 | loss: 0.0311353 | val_loss: 0.0311969 | Time: 4012.05 ms
[2022-04-10 15:16:20 main:574] : INFO : Epoch 1991 | loss: 0.0311582 | val_loss: 0.0311873 | Time: 4045.17 ms
[2022-04-10 15:16:24 main:574] : INFO : Epoch 1992 | loss: 0.031176 | val_loss: 0.0311878 | Time: 4144.16 ms
[2022-04-10 15:16:28 main:574] : INFO : Epoch 1993 | loss: 0.0311753 | val_loss: 0.03119 | Time: 4053.97 ms
[2022-04-10 15:16:32 main:574] : INFO : Epoch 1994 | loss: 0.0311678 | val_loss: 0.0311826 | Time: 4093.69 ms
[2022-04-10 15:16:36 main:574] : INFO : Epoch 1995 | loss: 0.0311638 | val_loss: 0.0311813 | Time: 4081.64 ms
[2022-04-10 15:16:40 main:574] : INFO : Epoch 1996 | loss: 0.0311614 | val_loss: 0.0311815 | Time: 4131.2 ms
[2022-04-10 15:16:45 main:574] : INFO : Epoch 1997 | loss: 0.0311613 | val_loss: 0.0311809 | Time: 4542.9 ms
[2022-04-10 15:16:49 main:574] : INFO : Epoch 1998 | loss: 0.0311588 | val_loss: 0.0311852 | Time: 4201.74 ms
[2022-04-10 15:16:54 main:574] : INFO : Epoch 1999 | loss: 0.0311584 | val_loss: 0.0311815 | Time: 4345.09 ms
[2022-04-10 15:16:58 main:574] : INFO : Epoch 2000 | loss: 0.0311568 | val_loss: 0.0311823 | Time: 4511.4 ms
[2022-04-10 15:17:02 main:574] : INFO : Epoch 2001 | loss: 0.0311553 | val_loss: 0.0311845 | Time: 4196.76 ms
[2022-04-10 15:17:07 main:574] : INFO : Epoch 2002 | loss: 0.0311581 | val_loss: 0.0311879 | Time: 4285.22 ms
[2022-04-10 15:17:11 main:574] : INFO : Epoch 2003 | loss: 0.0311543 | val_loss: 0.0311796 | Time: 4382.78 ms
[2022-04-10 15:17:15 main:574] : INFO : Epoch 2004 | loss: 0.031154 | val_loss: 0.0311826 | Time: 4211.37 ms
[2022-04-10 15:17:19 main:574] : INFO : Epoch 2005 | loss: 0.031154 | val_loss: 0.0311817 | Time: 4143.92 ms
[2022-04-10 15:17:24 main:574] : INFO : Epoch 2006 | loss: 0.031156 | val_loss: 0.0311815 | Time: 4217.78 ms
[2022-04-10 15:17:28 main:574] : INFO : Epoch 2007 | loss: 0.0311537 | val_loss: 0.0311851 | Time: 4174.96 ms
[2022-04-10 15:17:32 main:574] : INFO : Epoch 2008 | loss: 0.0311514 | val_loss: 0.0311823 | Time: 4216.18 ms
[2022-04-10 15:17:36 main:574] : INFO : Epoch 2009 | loss: 0.0311505 | val_loss: 0.0311842 | Time: 4176.25 ms
[2022-04-10 15:17:40 main:574] : INFO : Epoch 2010 | loss: 0.0311518 | val_loss: 0.0311831 | Time: 4175 ms
[2022-04-10 15:17:44 main:574] : INFO : Epoch 2011 | loss: 0.0311508 | val_loss: 0.0311783 | Time: 4199.86 ms
[2022-04-10 15:17:49 main:574] : INFO : Epoch 2012 | loss: 0.0311513 | val_loss: 0.0311858 | Time: 4226.93 ms
[2022-04-10 15:17:53 main:574] : INFO : Epoch 2013 | loss: 0.0311489 | val_loss: 0.031181 | Time: 4222.04 ms
[2022-04-10 15:17:57 main:574] : INFO : Epoch 2014 | loss: 0.0311516 | val_loss: 0.0311794 | Time: 4190.85 ms
[2022-04-10 15:18:01 main:574] : INFO : Epoch 2015 | loss: 0.0311498 | val_loss: 0.0311827 | Time: 4160.74 ms
[2022-04-10 15:18:06 main:574] : INFO : Epoch 2016 | loss: 0.031145 | val_loss: 0.0311861 | Time: 4224.34 ms
[2022-04-10 15:18:10 main:574] : INFO : Epoch 2017 | loss: 0.0311435 | val_loss: 0.0311856 | Time: 4195.18 ms
[2022-04-10 15:18:14 main:574] : INFO : Epoch 2018 | loss: 0.0311441 | val_loss: 0.0311821 | Time: 4269.61 ms
[2022-04-10 15:18:18 main:574] : INFO : Epoch 2019 | loss: 0.0311462 | val_loss: 0.0311871 | Time: 4398.21 ms
[2022-04-10 15:18:23 main:574] : INFO : Epoch 2020 | loss: 0.031152 | val_loss: 0.0311849 | Time: 4227.06 ms
[2022-04-10 15:18:27 main:574] : INFO : Epoch 2021 | loss: 0.0311534 | val_loss: 0.0311823 | Time: 4273.95 ms
[2022-04-10 15:18:31 main:574] : INFO : Epoch 2022 | loss: 0.031149 | val_loss: 0.0311832 | Time: 4185.15 ms
[2022-04-10 15:18:35 main:574] : INFO : Epoch 2023 | loss: 0.0311481 | val_loss: 0.0311806 | Time: 4226.6 ms
[2022-04-10 15:18:40 main:574] : INFO : Epoch 2024 | loss: 0.031148 | val_loss: 0.0311888 | Time: 4271.72 ms
[2022-04-10 15:18:44 main:574] : INFO : Epoch 2025 | loss: 0.0311479 | val_loss: 0.0311898 | Time: 4184.26 ms
[2022-04-10 15:18:48 main:574] : INFO : Epoch 2026 | loss: 0.0311512 | val_loss: 0.0311838 | Time: 4252.63 ms
[2022-04-10 15:18:52 main:574] : INFO : Epoch 2027 | loss: 0.031151 | val_loss: 0.0311824 | Time: 4369.7 ms
[2022-04-10 15:18:57 main:574] : INFO : Epoch 2028 | loss: 0.0311497 | val_loss: 0.0311859 | Time: 4360.08 ms
[2022-04-10 15:19:01 main:574] : INFO : Epoch 2029 | loss: 0.0311469 | val_loss: 0.0311856 | Time: 4285.73 ms
[2022-04-10 15:19:05 main:574] : INFO : Epoch 2030 | loss: 0.0311452 | val_loss: 0.0311864 | Time: 4353.98 ms
[2022-04-10 15:19:10 main:574] : INFO : Epoch 2031 | loss: 0.0311444 | val_loss: 0.0311865 | Time: 4369.55 ms
[2022-04-10 15:19:14 main:574] : INFO : Epoch 2032 | loss: 0.0311474 | val_loss: 0.0311887 | Time: 4207.13 ms
[2022-04-10 15:19:18 main:574] : INFO : Epoch 2033 | loss: 0.0311449 | val_loss: 0.0311838 | Time: 4221.23 ms
[2022-04-10 15:19:23 main:574] : INFO : Epoch 2034 | loss: 0.0311439 | val_loss: 0.0311886 | Time: 4211.48 ms
[2022-04-10 15:19:27 main:574] : INFO : Epoch 2035 | loss: 0.0311464 | val_loss: 0.0311843 | Time: 4299.94 ms
[2022-04-10 15:19:31 main:574] : INFO : Epoch 2036 | loss: 0.0311426 | val_loss: 0.0311889 | Time: 4161.88 ms
[2022-04-10 15:19:35 main:574] : INFO : Epoch 2037 | loss: 0.0311423 | val_loss: 0.0311897 | Time: 4101.39 ms
[2022-04-10 15:19:39 main:574] : INFO : Epoch 2038 | loss: 0.0311427 | val_loss: 0.0311872 | Time: 4154.03 ms
[2022-04-10 15:19:43 main:574] : INFO : Epoch 2039 | loss: 0.0311444 | val_loss: 0.0311896 | Time: 4113.96 ms
[2022-04-10 15:19:48 main:574] : INFO : Epoch 2040 | loss: 0.0311453 | val_loss: 0.0311881 | Time: 4155.22 ms
[2022-04-10 15:19:52 main:574] : INFO : Epoch 2041 | loss: 0.0311489 | val_loss: 0.0311942 | Time: 4158.76 ms
[2022-04-10 15:19:56 main:574] : INFO : Epoch 2042 | loss: 0.031149 | val_loss: 0.0311866 | Time: 4127.26 ms
[2022-04-10 15:20:00 main:574] : INFO : Epoch 2043 | loss: 0.0311507 | val_loss: 0.0311939 | Time: 4151.45 ms
[2022-04-10 15:20:04 main:574] : INFO : Epoch 2044 | loss: 0.0311502 | val_loss: 0.031189 | Time: 4137.71 ms
[2022-04-10 15:20:08 main:574] : INFO : Epoch 2045 | loss: 0.0311478 | val_loss: 0.03119 | Time: 4187.56 ms
[2022-04-10 15:20:12 main:574] : INFO : Epoch 2046 | loss: 0.0311488 | val_loss: 0.0311909 | Time: 4093.86 ms
[2022-04-10 15:20:17 main:574] : INFO : Epoch 2047 | loss: 0.0311486 | val_loss: 0.031188 | Time: 4137.61 ms
[2022-04-10 15:20:21 main:574] : INFO : Epoch 2048 | loss: 0.0311483 | val_loss: 0.0311886 | Time: 4151.59 ms
[2022-04-10 15:20:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311886
[2022-04-10 15:20:21 main:603] : INFO : Saving end state to config to file
[2022-04-10 15:20:21 main:608] : INFO : Success, exiting..
15:20:21 (58596): 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)