Task 14377555
| Name | ParityModified-1647040576-20521-2-0_1 |
| Workunit | 10990535 |
| Created | 5 Apr 2022, 8:43:27 UTC |
| Sent | 5 Apr 2022, 8:55:23 UTC |
| Report deadline | 13 Apr 2022, 8:55:23 UTC |
| Received | 10 Apr 2022, 23:56:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 24 min 1 sec |
| CPU time | 2 hours 22 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.56 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311635 | val_loss: 0.0311662 | Time: 4233.25 ms
[2022-04-11 01:21:14 main:574] : INFO : Epoch 1543 | loss: 0.0311632 | val_loss: 0.031168 | Time: 4205.01 ms
[2022-04-11 01:21:18 main:574] : INFO : Epoch 1544 | loss: 0.031163 | val_loss: 0.031169 | Time: 4262.38 ms
[2022-04-11 01:21:22 main:574] : INFO : Epoch 1545 | loss: 0.0311625 | val_loss: 0.0311707 | Time: 4245.87 ms
[2022-04-11 01:21:26 main:574] : INFO : Epoch 1546 | loss: 0.0311612 | val_loss: 0.0311712 | Time: 4236.5 ms
[2022-04-11 01:21:31 main:574] : INFO : Epoch 1547 | loss: 0.0311624 | val_loss: 0.0311699 | Time: 4173.39 ms
[2022-04-11 01:21:35 main:574] : INFO : Epoch 1548 | loss: 0.0311598 | val_loss: 0.0311695 | Time: 4245.98 ms
[2022-04-11 01:21:39 main:574] : INFO : Epoch 1549 | loss: 0.03116 | val_loss: 0.0311716 | Time: 4191.89 ms
[2022-04-11 01:21:43 main:574] : INFO : Epoch 1550 | loss: 0.03116 | val_loss: 0.0311687 | Time: 4251.13 ms
[2022-04-11 01:21:48 main:574] : INFO : Epoch 1551 | loss: 0.0311593 | val_loss: 0.0311686 | Time: 4219.43 ms
[2022-04-11 01:21:52 main:574] : INFO : Epoch 1552 | loss: 0.0311579 | val_loss: 0.0311687 | Time: 4244.37 ms
[2022-04-11 01:21:56 main:574] : INFO : Epoch 1553 | loss: 0.0311589 | val_loss: 0.0311756 | Time: 4263.74 ms
[2022-04-11 01:22:00 main:574] : INFO : Epoch 1554 | loss: 0.0311601 | val_loss: 0.0311797 | Time: 4214.23 ms
[2022-04-11 01:22:04 main:574] : INFO : Epoch 1555 | loss: 0.0311599 | val_loss: 0.0311679 | Time: 4231.78 ms
[2022-04-11 01:22:09 main:574] : INFO : Epoch 1556 | loss: 0.0311574 | val_loss: 0.0311659 | Time: 4220 ms
[2022-04-11 01:22:13 main:574] : INFO : Epoch 1557 | loss: 0.0311588 | val_loss: 0.0311666 | Time: 4187.86 ms
[2022-04-11 01:22:17 main:574] : INFO : Epoch 1558 | loss: 0.0311579 | val_loss: 0.0311692 | Time: 4204.17 ms
[2022-04-11 01:22:21 main:574] : INFO : Epoch 1559 | loss: 0.0311582 | val_loss: 0.0311736 | Time: 4329.15 ms
[2022-04-11 01:22:26 main:574] : INFO : Epoch 1560 | loss: 0.0311597 | val_loss: 0.031165 | Time: 4201.87 ms
[2022-04-11 01:22:30 main:574] : INFO : Epoch 1561 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 4253.28 ms
[2022-04-11 01:22:34 main:574] : INFO : Epoch 1562 | loss: 0.0311584 | val_loss: 0.031169 | Time: 4221.58 ms
[2022-04-11 01:22:38 main:574] : INFO : Epoch 1563 | loss: 0.0311565 | val_loss: 0.0311661 | Time: 4248.2 ms
[2022-04-11 01:22:43 main:574] : INFO : Epoch 1564 | loss: 0.031155 | val_loss: 0.0311675 | Time: 4244.88 ms
[2022-04-11 01:22:47 main:574] : INFO : Epoch 1565 | loss: 0.0311551 | val_loss: 0.0311716 | Time: 4256.63 ms
[2022-04-11 01:22:51 main:574] : INFO : Epoch 1566 | loss: 0.0311565 | val_loss: 0.0311658 | Time: 4221.32 ms
[2022-04-11 01:22:55 main:574] : INFO : Epoch 1567 | loss: 0.0311572 | val_loss: 0.0311709 | Time: 4242.52 ms
[2022-04-11 01:23:00 main:574] : INFO : Epoch 1568 | loss: 0.031155 | val_loss: 0.0311689 | Time: 4230.95 ms
[2022-04-11 01:23:04 main:574] : INFO : Epoch 1569 | loss: 0.0311553 | val_loss: 0.0311721 | Time: 4210.12 ms
[2022-04-11 01:23:08 main:574] : INFO : Epoch 1570 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 4260.14 ms
[2022-04-11 01:23:12 main:574] : INFO : Epoch 1571 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 4274.85 ms
[2022-04-11 01:23:17 main:574] : INFO : Epoch 1572 | loss: 0.0311532 | val_loss: 0.0311697 | Time: 4245.41 ms
[2022-04-11 01:23:21 main:574] : INFO : Epoch 1573 | loss: 0.0311544 | val_loss: 0.0311679 | Time: 4194.6 ms
[2022-04-11 01:23:25 main:574] : INFO : Epoch 1574 | loss: 0.0311548 | val_loss: 0.0311708 | Time: 4229.84 ms
[2022-04-11 01:23:29 main:574] : INFO : Epoch 1575 | loss: 0.0311554 | val_loss: 0.0311702 | Time: 4248.28 ms
[2022-04-11 01:23:33 main:574] : INFO : Epoch 1576 | loss: 0.0311585 | val_loss: 0.0311708 | Time: 4173.44 ms
[2022-04-11 01:23:38 main:574] : INFO : Epoch 1577 | loss: 0.0311566 | val_loss: 0.0311677 | Time: 4301.63 ms
[2022-04-11 01:23:42 main:574] : INFO : Epoch 1578 | loss: 0.031157 | val_loss: 0.0311665 | Time: 4230.85 ms
[2022-04-11 01:23:46 main:574] : INFO : Epoch 1579 | loss: 0.0311581 | val_loss: 0.0311716 | Time: 4241.89 ms
[2022-04-11 01:23:50 main:574] : INFO : Epoch 1580 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 4189.95 ms
[2022-04-11 01:23:55 main:574] : INFO : Epoch 1581 | loss: 0.0311607 | val_loss: 0.0311707 | Time: 4211.28 ms
[2022-04-11 01:23:59 main:574] : INFO : Epoch 1582 | loss: 0.0311613 | val_loss: 0.0311719 | Time: 4219.94 ms
[2022-04-11 01:24:03 main:574] : INFO : Epoch 1583 | loss: 0.0311589 | val_loss: 0.0311691 | Time: 4242.06 ms
[2022-04-11 01:24:07 main:574] : INFO : Epoch 1584 | loss: 0.0311578 | val_loss: 0.0311709 | Time: 4258.38 ms
[2022-04-11 01:24:12 main:574] : INFO : Epoch 1585 | loss: 0.0311563 | val_loss: 0.0311684 | Time: 4201.15 ms
[2022-04-11 01:24:16 main:574] : INFO : Epoch 1586 | loss: 0.0311564 | val_loss: 0.0311703 | Time: 4234.29 ms
[2022-04-11 01:24:20 main:574] : INFO : Epoch 1587 | loss: 0.0311614 | val_loss: 0.0311806 | Time: 4187.65 ms
[2022-04-11 01:24:24 main:574] : INFO : Epoch 1588 | loss: 0.0311635 | val_loss: 0.0311755 | Time: 4236.48 ms
[2022-04-11 01:24:29 main:574] : INFO : Epoch 1589 | loss: 0.0313509 | val_loss: 0.0332698 | Time: 4228.93 ms
[2022-04-11 01:24:33 main:574] : INFO : Epoch 1590 | loss: 0.031885 | val_loss: 0.0313777 | Time: 4234.8 ms
[2022-04-11 01:24:37 main:574] : INFO : Epoch 1591 | loss: 0.0312956 | val_loss: 0.0312281 | Time: 4235.98 ms
[2022-04-11 01:24:41 main:574] : INFO : Epoch 1592 | loss: 0.0311954 | val_loss: 0.0311783 | Time: 4182.38 ms
[2022-04-11 01:24:45 main:574] : INFO : Epoch 1593 | loss: 0.0311759 | val_loss: 0.0311867 | Time: 4186.33 ms
[2022-04-11 01:24:50 main:574] : INFO : Epoch 1594 | loss: 0.0311864 | val_loss: 0.0311807 | Time: 4153.83 ms
[2022-04-11 01:24:54 main:574] : INFO : Epoch 1595 | loss: 0.0311795 | val_loss: 0.0311758 | Time: 4232.11 ms
[2022-04-11 01:24:58 main:574] : INFO : Epoch 1596 | loss: 0.0311758 | val_loss: 0.0311771 | Time: 4157.36 ms
[2022-04-11 01:25:02 main:574] : INFO : Epoch 1597 | loss: 0.0311739 | val_loss: 0.0311745 | Time: 4173.79 ms
[2022-04-11 01:25:06 main:574] : INFO : Epoch 1598 | loss: 0.0311719 | val_loss: 0.0311733 | Time: 4202.5 ms
[2022-04-11 01:25:11 main:574] : INFO : Epoch 1599 | loss: 0.0311719 | val_loss: 0.0311705 | Time: 4242.11 ms
[2022-04-11 01:25:15 main:574] : INFO : Epoch 1600 | loss: 0.0311728 | val_loss: 0.0311731 | Time: 4223.26 ms
[2022-04-11 01:25:19 main:574] : INFO : Epoch 1601 | loss: 0.0311687 | val_loss: 0.0311717 | Time: 4204.62 ms
[2022-04-11 01:25:23 main:574] : INFO : Epoch 1602 | loss: 0.0311689 | val_loss: 0.0311687 | Time: 4283.11 ms
[2022-04-11 01:25:28 main:574] : INFO : Epoch 1603 | loss: 0.0311669 | val_loss: 0.0311699 | Time: 4236.25 ms
[2022-04-11 01:25:32 main:574] : INFO : Epoch 1604 | loss: 0.0311666 | val_loss: 0.0311668 | Time: 4232.07 ms
[2022-04-11 01:25:36 main:574] : INFO : Epoch 1605 | loss: 0.0311669 | val_loss: 0.0311678 | Time: 4257.19 ms
[2022-04-11 01:25:40 main:574] : INFO : Epoch 1606 | loss: 0.0311637 | val_loss: 0.0311681 | Time: 4258.36 ms
[2022-04-11 01:25:45 main:574] : INFO : Epoch 1607 | loss: 0.0311636 | val_loss: 0.0311668 | Time: 4200.01 ms
[2022-04-11 01:25:49 main:574] : INFO : Epoch 1608 | loss: 0.0311626 | val_loss: 0.0311657 | Time: 4248.8 ms
[2022-04-11 01:25:53 main:574] : INFO : Epoch 1609 | loss: 0.0311634 | val_loss: 0.0311669 | Time: 4217.66 ms
[2022-04-11 01:25:57 main:574] : INFO : Epoch 1610 | loss: 0.0311637 | val_loss: 0.0311679 | Time: 4199.95 ms
[2022-04-11 01:26:01 main:574] : INFO : Epoch 1611 | loss: 0.0311618 | val_loss: 0.031167 | Time: 4200.73 ms
[2022-04-11 01:26:06 main:574] : INFO : Epoch 1612 | loss: 0.0311598 | val_loss: 0.031166 | Time: 4215.55 ms
[2022-04-11 01:26:10 main:574] : INFO : Epoch 1613 | loss: 0.0311609 | val_loss: 0.0311649 | Time: 4246.74 ms
[2022-04-11 01:26:14 main:574] : INFO : Epoch 1614 | loss: 0.0311596 | val_loss: 0.031164 | Time: 4170.4 ms
[2022-04-11 01:26:18 main:574] : INFO : Epoch 1615 | loss: 0.031161 | val_loss: 0.0311639 | Time: 4210.54 ms
[2022-04-11 01:26:23 main:574] : INFO : Epoch 1616 | loss: 0.0311612 | val_loss: 0.0311647 | Time: 4254 ms
[2022-04-11 01:26:27 main:574] : INFO : Epoch 1617 | loss: 0.0311594 | val_loss: 0.0311628 | Time: 4221.48 ms
[2022-04-11 01:26:31 main:574] : INFO : Epoch 1618 | loss: 0.0311619 | val_loss: 0.0311672 | Time: 4218.09 ms
[2022-04-11 01:26:35 main:574] : INFO : Epoch 1619 | loss: 0.0311597 | val_loss: 0.0311657 | Time: 4175.06 ms
[2022-04-11 01:26:39 main:574] : INFO : Epoch 1620 | loss: 0.0311608 | val_loss: 0.0311668 | Time: 4261.05 ms
[2022-04-11 01:26:44 main:574] : INFO : Epoch 1621 | loss: 0.031157 | val_loss: 0.0311624 | Time: 4272.16 ms
[2022-04-11 01:26:48 main:574] : INFO : Epoch 1622 | loss: 0.0311565 | val_loss: 0.0311672 | Time: 4225.87 ms
[2022-04-11 01:26:52 main:574] : INFO : Epoch 1623 | loss: 0.0311579 | val_loss: 0.0311657 | Time: 4179.73 ms
[2022-04-11 01:26:56 main:574] : INFO : Epoch 1624 | loss: 0.0311577 | val_loss: 0.0311662 | Time: 4219.89 ms
[2022-04-11 01:27:01 main:574] : INFO : Epoch 1625 | loss: 0.0311573 | val_loss: 0.0311664 | Time: 4206.04 ms
[2022-04-11 01:27:05 main:574] : INFO : Epoch 1626 | loss: 0.0311577 | val_loss: 0.0311663 | Time: 4233.28 ms
[2022-04-11 01:27:09 main:574] : INFO : Epoch 1627 | loss: 0.0311588 | val_loss: 0.0311637 | Time: 4229.72 ms
[2022-04-11 01:27:13 main:574] : INFO : Epoch 1628 | loss: 0.0311579 | val_loss: 0.031165 | Time: 4278.07 ms
[2022-04-11 01:27:17 main:574] : INFO : Epoch 1629 | loss: 0.031157 | val_loss: 0.0311674 | Time: 4208.18 ms
[2022-04-11 01:27:22 main:574] : INFO : Epoch 1630 | loss: 0.031159 | val_loss: 0.0311669 | Time: 4200.76 ms
[2022-04-11 01:27:26 main:574] : INFO : Epoch 1631 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 4185.11 ms
[2022-04-11 01:27:30 main:574] : INFO : Epoch 1632 | loss: 0.0311577 | val_loss: 0.0311679 | Time: 4200.06 ms
[2022-04-11 01:27:34 main:574] : INFO : Epoch 1633 | loss: 0.031163 | val_loss: 0.0311656 | Time: 4236.21 ms
[2022-04-11 01:27:39 main:574] : INFO : Epoch 1634 | loss: 0.031162 | val_loss: 0.0311665 | Time: 4171.62 ms
[2022-04-11 01:27:43 main:574] : INFO : Epoch 1635 | loss: 0.0311597 | val_loss: 0.0311688 | Time: 4189.49 ms
[2022-04-11 01:27:47 main:574] : INFO : Epoch 1636 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 4261.6 ms
[2022-04-11 01:27:51 main:574] : INFO : Epoch 1637 | loss: 0.0311591 | val_loss: 0.0311662 | Time: 4212.72 ms
[2022-04-11 01:27:55 main:574] : INFO : Epoch 1638 | loss: 0.0311575 | val_loss: 0.031167 | Time: 4258.33 ms
[2022-04-11 01:28:00 main:574] : INFO : Epoch 1639 | loss: 0.0311574 | val_loss: 0.0311648 | Time: 4289.62 ms
[2022-04-11 01:28:04 main:574] : INFO : Epoch 1640 | loss: 0.0311566 | val_loss: 0.031166 | Time: 4238.65 ms
[2022-04-11 01:28:08 main:574] : INFO : Epoch 1641 | loss: 0.0311592 | val_loss: 0.0311683 | Time: 4216.88 ms
[2022-04-11 01:28:12 main:574] : INFO : Epoch 1642 | loss: 0.0311586 | val_loss: 0.0311714 | Time: 4268.32 ms
[2022-04-11 01:28:17 main:574] : INFO : Epoch 1643 | loss: 0.0311579 | val_loss: 0.0311692 | Time: 4214.51 ms
[2022-04-11 01:28:21 main:574] : INFO : Epoch 1644 | loss: 0.0311573 | val_loss: 0.0311659 | Time: 4252.16 ms
[2022-04-11 01:28:25 main:574] : INFO : Epoch 1645 | loss: 0.0311568 | val_loss: 0.0311645 | Time: 4211.16 ms
[2022-04-11 01:28:29 main:574] : INFO : Epoch 1646 | loss: 0.0311566 | val_loss: 0.0311643 | Time: 4253.8 ms
[2022-04-11 01:28:34 main:574] : INFO : Epoch 1647 | loss: 0.0311568 | val_loss: 0.0311681 | Time: 4238.2 ms
[2022-04-11 01:28:38 main:574] : INFO : Epoch 1648 | loss: 0.0311545 | val_loss: 0.0311641 | Time: 4240.73 ms
[2022-04-11 01:28:42 main:574] : INFO : Epoch 1649 | loss: 0.0311552 | val_loss: 0.0311637 | Time: 4212.09 ms
[2022-04-11 01:28:46 main:574] : INFO : Epoch 1650 | loss: 0.0311553 | val_loss: 0.0311651 | Time: 4220.77 ms
[2022-04-11 01:28:51 main:574] : INFO : Epoch 1651 | loss: 0.0311552 | val_loss: 0.0311667 | Time: 4234.77 ms
[2022-04-11 01:28:55 main:574] : INFO : Epoch 1652 | loss: 0.031159 | val_loss: 0.0311696 | Time: 4204.83 ms
[2022-04-11 01:28:59 main:574] : INFO : Epoch 1653 | loss: 0.031163 | val_loss: 0.0311667 | Time: 4246.63 ms
[2022-04-11 01:29:03 main:574] : INFO : Epoch 1654 | loss: 0.0311622 | val_loss: 0.0311663 | Time: 4237.71 ms
[2022-04-11 01:29:08 main:574] : INFO : Epoch 1655 | loss: 0.0311588 | val_loss: 0.0311644 | Time: 4198.25 ms
[2022-04-11 01:29:12 main:574] : INFO : Epoch 1656 | loss: 0.0311594 | val_loss: 0.0311712 | Time: 4048.74 ms
[2022-04-11 01:29:16 main:574] : INFO : Epoch 1657 | loss: 0.0311596 | val_loss: 0.0311687 | Time: 4212.49 ms
[2022-04-11 01:29:20 main:574] : INFO : Epoch 1658 | loss: 0.0311569 | val_loss: 0.0311677 | Time: 3976.69 ms
[2022-04-11 01:29:24 main:574] : INFO : Epoch 1659 | loss: 0.0311569 | val_loss: 0.0311709 | Time: 3977.64 ms
[2022-04-11 01:29:28 main:574] : INFO : Epoch 1660 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 4128.96 ms
[2022-04-11 01:29:32 main:574] : INFO : Epoch 1661 | loss: 0.0311546 | val_loss: 0.0311693 | Time: 4207.29 ms
[2022-04-11 01:29:36 main:574] : INFO : Epoch 1662 | loss: 0.0311524 | val_loss: 0.0311666 | Time: 4215.76 ms
[2022-04-11 01:29:40 main:574] : INFO : Epoch 1663 | loss: 0.0311525 | val_loss: 0.0311707 | Time: 4169.57 ms
[2022-04-11 01:29:45 main:574] : INFO : Epoch 1664 | loss: 0.0311545 | val_loss: 0.0311726 | Time: 4199.55 ms
[2022-04-11 01:29:49 main:574] : INFO : Epoch 1665 | loss: 0.0311521 | val_loss: 0.0311652 | Time: 4196.57 ms
[2022-04-11 01:29:53 main:574] : INFO : Epoch 1666 | loss: 0.0311506 | val_loss: 0.0311638 | Time: 4223.88 ms
[2022-04-11 01:29:57 main:574] : INFO : Epoch 1667 | loss: 0.0311534 | val_loss: 0.0311656 | Time: 4176.34 ms
[2022-04-11 01:30:01 main:574] : INFO : Epoch 1668 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 4167.17 ms
[2022-04-11 01:30:06 main:574] : INFO : Epoch 1669 | loss: 0.0311559 | val_loss: 0.0311645 | Time: 4206.4 ms
[2022-04-11 01:30:10 main:574] : INFO : Epoch 1670 | loss: 0.0311554 | val_loss: 0.0311658 | Time: 4208.09 ms
[2022-04-11 01:30:14 main:574] : INFO : Epoch 1671 | loss: 0.0311555 | val_loss: 0.0311635 | Time: 4192.17 ms
[2022-04-11 01:30:18 main:574] : INFO : Epoch 1672 | loss: 0.0311538 | val_loss: 0.0311676 | Time: 4196.22 ms
[2022-04-11 01:30:22 main:574] : INFO : Epoch 1673 | loss: 0.0311574 | val_loss: 0.0311682 | Time: 4210.12 ms
[2022-04-11 01:30:27 main:574] : INFO : Epoch 1674 | loss: 0.0311557 | val_loss: 0.0311646 | Time: 4221.52 ms
[2022-04-11 01:30:31 main:574] : INFO : Epoch 1675 | loss: 0.0311564 | val_loss: 0.0311681 | Time: 4201.67 ms
[2022-04-11 01:30:35 main:574] : INFO : Epoch 1676 | loss: 0.0311523 | val_loss: 0.0311675 | Time: 4209.82 ms
[2022-04-11 01:30:39 main:574] : INFO : Epoch 1677 | loss: 0.0311528 | val_loss: 0.0311674 | Time: 4180.83 ms
[2022-04-11 01:30:44 main:574] : INFO : Epoch 1678 | loss: 0.0311541 | val_loss: 0.0311676 | Time: 4237.36 ms
[2022-04-11 01:30:48 main:574] : INFO : Epoch 1679 | loss: 0.0311506 | val_loss: 0.0311642 | Time: 4206.76 ms
[2022-04-11 01:30:52 main:574] : INFO : Epoch 1680 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 4204.73 ms
[2022-04-11 01:30:56 main:574] : INFO : Epoch 1681 | loss: 0.0311512 | val_loss: 0.031169 | Time: 4190.56 ms
[2022-04-11 01:31:00 main:574] : INFO : Epoch 1682 | loss: 0.0311518 | val_loss: 0.0311654 | Time: 4228.13 ms
[2022-04-11 01:31:05 main:574] : INFO : Epoch 1683 | loss: 0.0311536 | val_loss: 0.0311647 | Time: 4185.6 ms
[2022-04-11 01:31:09 main:574] : INFO : Epoch 1684 | loss: 0.0311523 | val_loss: 0.0311673 | Time: 4247.6 ms
[2022-04-11 01:31:13 main:574] : INFO : Epoch 1685 | loss: 0.0311528 | val_loss: 0.0311642 | Time: 4158.81 ms
[2022-04-11 01:31:17 main:574] : INFO : Epoch 1686 | loss: 0.0311502 | val_loss: 0.031165 | Time: 4190.24 ms
[2022-04-11 01:31:21 main:574] : INFO : Epoch 1687 | loss: 0.0311494 | val_loss: 0.0311621 | Time: 4203.62 ms
[2022-04-11 01:31:26 main:574] : INFO : Epoch 1688 | loss: 0.0311482 | val_loss: 0.0311621 | Time: 4183.33 ms
[2022-04-11 01:31:30 main:574] : INFO : Epoch 1689 | loss: 0.0311499 | val_loss: 0.0311639 | Time: 4221.25 ms
[2022-04-11 01:31:34 main:574] : INFO : Epoch 1690 | loss: 0.0311498 | val_loss: 0.0311652 | Time: 4202.67 ms
[2022-04-11 01:31:38 main:574] : INFO : Epoch 1691 | loss: 0.0311496 | val_loss: 0.0311629 | Time: 4189.72 ms
[2022-04-11 01:31:42 main:574] : INFO : Epoch 1692 | loss: 0.0311502 | val_loss: 0.031163 | Time: 4201.86 ms
[2022-04-11 01:31:47 main:574] : INFO : Epoch 1693 | loss: 0.0311514 | val_loss: 0.0311659 | Time: 4187.05 ms
[2022-04-11 01:31:51 main:574] : INFO : Epoch 1694 | loss: 0.0311489 | val_loss: 0.0311661 | Time: 4174.55 ms
[2022-04-11 01:31:55 main:574] : INFO : Epoch 1695 | loss: 0.0311483 | val_loss: 0.031164 | Time: 4218.14 ms
[2022-04-11 01:31:59 main:574] : INFO : Epoch 1696 | loss: 0.0311515 | val_loss: 0.0311663 | Time: 4227.83 ms
[2022-04-11 01:32:03 main:574] : INFO : Epoch 1697 | loss: 0.0311539 | val_loss: 0.031165 | Time: 4211.71 ms
[2022-04-11 01:32:08 main:574] : INFO : Epoch 1698 | loss: 0.0311555 | val_loss: 0.0311643 | Time: 4218.54 ms
[2022-04-11 01:32:12 main:574] : INFO : Epoch 1699 | loss: 0.031152 | val_loss: 0.0311611 | Time: 4166.66 ms
[2022-04-11 01:32:16 main:574] : INFO : Epoch 1700 | loss: 0.0311514 | val_loss: 0.0311652 | Time: 4200.17 ms
[2022-04-11 01:32:20 main:574] : INFO : Epoch 1701 | loss: 0.0311511 | val_loss: 0.0311686 | Time: 4181.04 ms
[2022-04-11 01:32:24 main:574] : INFO : Epoch 1702 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 4210.47 ms
[2022-04-11 01:32:29 main:574] : INFO : Epoch 1703 | loss: 0.0311603 | val_loss: 0.0311644 | Time: 4194.11 ms
[2022-04-11 01:32:33 main:574] : INFO : Epoch 1704 | loss: 0.0311631 | val_loss: 0.0311695 | Time: 4170.95 ms
[2022-04-11 01:32:37 main:574] : INFO : Epoch 1705 | loss: 0.03117 | val_loss: 0.0311783 | Time: 4171.95 ms
[2022-04-11 01:32:41 main:574] : INFO : Epoch 1706 | loss: 0.03117 | val_loss: 0.0311746 | Time: 4192.43 ms
[2022-04-11 01:32:45 main:574] : INFO : Epoch 1707 | loss: 0.0311664 | val_loss: 0.0311743 | Time: 4181.91 ms
[2022-04-11 01:32:50 main:574] : INFO : Epoch 1708 | loss: 0.0311671 | val_loss: 0.0311683 | Time: 4183.19 ms
[2022-04-11 01:32:54 main:574] : INFO : Epoch 1709 | loss: 0.0311626 | val_loss: 0.0311651 | Time: 4178.28 ms
[2022-04-11 01:32:58 main:574] : INFO : Epoch 1710 | loss: 0.03116 | val_loss: 0.0311646 | Time: 4239.27 ms
[2022-04-11 01:33:02 main:574] : INFO : Epoch 1711 | loss: 0.0311586 | val_loss: 0.0311641 | Time: 4187.2 ms
[2022-04-11 01:33:06 main:574] : INFO : Epoch 1712 | loss: 0.0311571 | val_loss: 0.0311654 | Time: 4215.64 ms
[2022-04-11 01:33:11 main:574] : INFO : Epoch 1713 | loss: 0.0311582 | val_loss: 0.0311643 | Time: 4221.36 ms
[2022-04-11 01:33:15 main:574] : INFO : Epoch 1714 | loss: 0.031158 | val_loss: 0.0311653 | Time: 4217.81 ms
[2022-04-11 01:33:19 main:574] : INFO : Epoch 1715 | loss: 0.0311575 | val_loss: 0.0311662 | Time: 4158 ms
[2022-04-11 01:33:23 main:574] : INFO : Epoch 1716 | loss: 0.0311579 | val_loss: 0.0311636 | Time: 4230.28 ms
[2022-04-11 01:33:27 main:574] : INFO : Epoch 1717 | loss: 0.031155 | val_loss: 0.0311637 | Time: 4194.45 ms
[2022-04-11 01:33:32 main:574] : INFO : Epoch 1718 | loss: 0.031153 | val_loss: 0.0311646 | Time: 4180.65 ms
[2022-04-11 01:33:36 main:574] : INFO : Epoch 1719 | loss: 0.0311531 | val_loss: 0.0311639 | Time: 4188.04 ms
[2022-04-11 01:33:40 main:574] : INFO : Epoch 1720 | loss: 0.0311528 | val_loss: 0.0311684 | Time: 4222.36 ms
[2022-04-11 01:33:44 main:574] : INFO : Epoch 1721 | loss: 0.0311527 | val_loss: 0.0311644 | Time: 4224.02 ms
[2022-04-11 01:33:49 main:574] : INFO : Epoch 1722 | loss: 0.0311536 | val_loss: 0.0311659 | Time: 4227.23 ms
[2022-04-11 01:33:53 main:574] : INFO : Epoch 1723 | loss: 0.0311527 | val_loss: 0.031171 | Time: 4166.6 ms
[2022-04-11 01:33:57 main:574] : INFO : Epoch 1724 | loss: 0.0311517 | val_loss: 0.0311652 | Time: 4202.69 ms
[2022-04-11 01:34:01 main:574] : INFO : Epoch 1725 | loss: 0.0311545 | val_loss: 0.0311666 | Time: 4210.96 ms
[2022-04-11 01:34:05 main:574] : INFO : Epoch 1726 | loss: 0.031152 | val_loss: 0.0311662 | Time: 4187.15 ms
[2022-04-11 01:34:10 main:574] : INFO : Epoch 1727 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 4192.58 ms
[2022-04-11 01:34:14 main:574] : INFO : Epoch 1728 | loss: 0.0311521 | val_loss: 0.0311648 | Time: 4175.1 ms
[2022-04-11 01:34:18 main:574] : INFO : Epoch 1729 | loss: 0.0311528 | val_loss: 0.0311646 | Time: 4164.94 ms
[2022-04-11 01:34:22 main:574] : INFO : Epoch 1730 | loss: 0.0311514 | val_loss: 0.0311659 | Time: 4204.62 ms
[2022-04-11 01:34:26 main:574] : INFO : Epoch 1731 | loss: 0.0311531 | val_loss: 0.0311679 | Time: 4207.9 ms
[2022-04-11 01:34:31 main:574] : INFO : Epoch 1732 | loss: 0.0311502 | val_loss: 0.0311683 | Time: 4215.68 ms
[2022-04-11 01:34:35 main:574] : INFO : Epoch 1733 | loss: 0.0311492 | val_loss: 0.0311711 | Time: 4180.49 ms
[2022-04-11 01:34:39 main:574] : INFO : Epoch 1734 | loss: 0.0311496 | val_loss: 0.0311674 | Time: 4192.72 ms
[2022-04-11 01:34:43 main:574] : INFO : Epoch 1735 | loss: 0.0311549 | val_loss: 0.0311686 | Time: 4221.83 ms
[2022-04-11 01:34:47 main:574] : INFO : Epoch 1736 | loss: 0.0311527 | val_loss: 0.0311666 | Time: 4238.2 ms
[2022-04-11 01:34:52 main:574] : INFO : Epoch 1737 | loss: 0.0311497 | val_loss: 0.0311637 | Time: 4193.47 ms
[2022-04-11 01:34:56 main:574] : INFO : Epoch 1738 | loss: 0.0311499 | val_loss: 0.0311646 | Time: 4199.56 ms
[2022-04-11 01:35:00 main:574] : INFO : Epoch 1739 | loss: 0.0311499 | val_loss: 0.0311697 | Time: 4207.79 ms
[2022-04-11 01:35:04 main:574] : INFO : Epoch 1740 | loss: 0.0311593 | val_loss: 0.0311638 | Time: 4181.42 ms
[2022-04-11 01:35:08 main:574] : INFO : Epoch 1741 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 4181.73 ms
[2022-04-11 01:35:13 main:574] : INFO : Epoch 1742 | loss: 0.031161 | val_loss: 0.0311637 | Time: 4191.37 ms
[2022-04-11 01:35:17 main:574] : INFO : Epoch 1743 | loss: 0.0311563 | val_loss: 0.0311655 | Time: 4214.08 ms
[2022-04-11 01:35:21 main:574] : INFO : Epoch 1744 | loss: 0.0311547 | val_loss: 0.0311655 | Time: 4213.08 ms
[2022-04-11 01:35:25 main:574] : INFO : Epoch 1745 | loss: 0.031153 | val_loss: 0.0311676 | Time: 4192.01 ms
[2022-04-11 01:35:29 main:574] : INFO : Epoch 1746 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 4209.99 ms
[2022-04-11 01:35:34 main:574] : INFO : Epoch 1747 | loss: 0.0311563 | val_loss: 0.0311642 | Time: 4188.25 ms
[2022-04-11 01:35:38 main:574] : INFO : Epoch 1748 | loss: 0.0311549 | val_loss: 0.0311653 | Time: 4223.92 ms
[2022-04-11 01:35:42 main:574] : INFO : Epoch 1749 | loss: 0.0311583 | val_loss: 0.0311643 | Time: 4218.58 ms
[2022-04-11 01:35:46 main:574] : INFO : Epoch 1750 | loss: 0.0311572 | val_loss: 0.0311664 | Time: 4224.99 ms
[2022-04-11 01:35:50 main:574] : INFO : Epoch 1751 | loss: 0.0311529 | val_loss: 0.0311643 | Time: 4210.15 ms
[2022-04-11 01:35:55 main:574] : INFO : Epoch 1752 | loss: 0.0311525 | val_loss: 0.031169 | Time: 4204.88 ms
[2022-04-11 01:35:59 main:574] : INFO : Epoch 1753 | loss: 0.0311544 | val_loss: 0.031165 | Time: 4170.29 ms
[2022-04-11 01:36:03 main:574] : INFO : Epoch 1754 | loss: 0.0311532 | val_loss: 0.0311685 | Time: 4232.12 ms
[2022-04-11 01:36:07 main:574] : INFO : Epoch 1755 | loss: 0.0311525 | val_loss: 0.0311643 | Time: 4174.04 ms
[2022-04-11 01:36:12 main:574] : INFO : Epoch 1756 | loss: 0.0311508 | val_loss: 0.0311668 | Time: 4228.63 ms
[2022-04-11 01:36:16 main:574] : INFO : Epoch 1757 | loss: 0.0311501 | val_loss: 0.0311649 | Time: 4201.01 ms
[2022-04-11 01:36:20 main:574] : INFO : Epoch 1758 | loss: 0.0311506 | val_loss: 0.0311684 | Time: 4204.47 ms
[2022-04-11 01:36:24 main:574] : INFO : Epoch 1759 | loss: 0.0311517 | val_loss: 0.0311655 | Time: 4238.56 ms
[2022-04-11 01:36:28 main:574] : INFO : Epoch 1760 | loss: 0.0311521 | val_loss: 0.031165 | Time: 4221.25 ms
[2022-04-11 01:36:33 main:574] : INFO : Epoch 1761 | loss: 0.0311527 | val_loss: 0.0311635 | Time: 4192.86 ms
[2022-04-11 01:36:37 main:574] : INFO : Epoch 1762 | loss: 0.03115 | val_loss: 0.0311627 | Time: 4199.45 ms
[2022-04-11 01:36:41 main:574] : INFO : Epoch 1763 | loss: 0.0311491 | val_loss: 0.0311604 | Time: 4207.22 ms
[2022-04-11 01:36:45 main:574] : INFO : Epoch 1764 | loss: 0.0311491 | val_loss: 0.0311618 | Time: 4199.74 ms
[2022-04-11 01:36:49 main:574] : INFO : Epoch 1765 | loss: 0.0311487 | val_loss: 0.0311606 | Time: 4185.47 ms
[2022-04-11 01:36:54 main:574] : INFO : Epoch 1766 | loss: 0.0311508 | val_loss: 0.0311641 | Time: 4177.19 ms
[2022-04-11 01:36:58 main:574] : INFO : Epoch 1767 | loss: 0.031148 | val_loss: 0.0311603 | Time: 4217.1 ms
[2022-04-11 01:37:02 main:574] : INFO : Epoch 1768 | loss: 0.0311474 | val_loss: 0.0311708 | Time: 4201.02 ms
[2022-04-11 01:37:06 main:574] : INFO : Epoch 1769 | loss: 0.0311485 | val_loss: 0.0311668 | Time: 4193.22 ms
[2022-04-11 01:37:10 main:574] : INFO : Epoch 1770 | loss: 0.0311469 | val_loss: 0.0311632 | Time: 4180.45 ms
[2022-04-11 01:37:15 main:574] : INFO : Epoch 1771 | loss: 0.0311462 | val_loss: 0.0311643 | Time: 4156.6 ms
[2022-04-11 01:37:19 main:574] : INFO : Epoch 1772 | loss: 0.0311473 | val_loss: 0.0311621 | Time: 4197.94 ms
[2022-04-11 01:37:23 main:574] : INFO : Epoch 1773 | loss: 0.0311471 | val_loss: 0.0311658 | Time: 4208.11 ms
[2022-04-11 01:37:27 main:574] : INFO : Epoch 1774 | loss: 0.0311469 | val_loss: 0.0311627 | Time: 4184.59 ms
[2022-04-11 01:37:31 main:574] : INFO : Epoch 1775 | loss: 0.0311463 | val_loss: 0.0311647 | Time: 4194.12 ms
[2022-04-11 01:37:36 main:574] : INFO : Epoch 1776 | loss: 0.0311449 | val_loss: 0.0311634 | Time: 4174.01 ms
[2022-04-11 01:37:40 main:574] : INFO : Epoch 1777 | loss: 0.03115 | val_loss: 0.0311637 | Time: 4217.88 ms
[2022-04-11 01:37:44 main:574] : INFO : Epoch 1778 | loss: 0.0311513 | val_loss: 0.0311714 | Time: 4204.16 ms
[2022-04-11 01:37:48 main:574] : INFO : Epoch 1779 | loss: 0.031151 | val_loss: 0.0311656 | Time: 4188.18 ms
[2022-04-11 01:37:52 main:574] : INFO : Epoch 1780 | loss: 0.031152 | val_loss: 0.0311647 | Time: 4215.19 ms
[2022-04-11 01:37:57 main:574] : INFO : Epoch 1781 | loss: 0.0311558 | val_loss: 0.0311626 | Time: 4177.62 ms
[2022-04-11 01:38:01 main:574] : INFO : Epoch 1782 | loss: 0.0311539 | val_loss: 0.0311623 | Time: 4217.29 ms
[2022-04-11 01:38:05 main:574] : INFO : Epoch 1783 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 4203.23 ms
[2022-04-11 01:38:09 main:574] : INFO : Epoch 1784 | loss: 0.0311496 | val_loss: 0.0311649 | Time: 4160.12 ms
[2022-04-11 01:38:13 main:574] : INFO : Epoch 1785 | loss: 0.0311491 | val_loss: 0.0311639 | Time: 4226.03 ms
[2022-04-11 01:38:18 main:574] : INFO : Epoch 1786 | loss: 0.0311484 | val_loss: 0.0311604 | Time: 4219.83 ms
[2022-04-11 01:38:22 main:574] : INFO : Epoch 1787 | loss: 0.0311509 | val_loss: 0.0311715 | Time: 4268.7 ms
[2022-04-11 01:38:26 main:574] : INFO : Epoch 1788 | loss: 0.0311581 | val_loss: 0.0311675 | Time: 4236.5 ms
[2022-04-11 01:38:30 main:574] : INFO : Epoch 1789 | loss: 0.0311519 | val_loss: 0.0311662 | Time: 4202.99 ms
[2022-04-11 01:38:34 main:574] : INFO : Epoch 1790 | loss: 0.0311509 | val_loss: 0.0311627 | Time: 4171.3 ms
[2022-04-11 01:38:39 main:574] : INFO : Epoch 1791 | loss: 0.0311492 | val_loss: 0.0311635 | Time: 4186.21 ms
[2022-04-11 01:38:43 main:574] : INFO : Epoch 1792 | loss: 0.0311466 | val_loss: 0.0311659 | Time: 4202.17 ms
[2022-04-11 01:38:47 main:574] : INFO : Epoch 1793 | loss: 0.0311463 | val_loss: 0.0311646 | Time: 4246.82 ms
[2022-04-11 01:38:51 main:574] : INFO : Epoch 1794 | loss: 0.0311458 | val_loss: 0.0311618 | Time: 4161.04 ms
[2022-04-11 01:38:55 main:574] : INFO : Epoch 1795 | loss: 0.0311454 | val_loss: 0.0311628 | Time: 4189.55 ms
[2022-04-11 01:39:00 main:574] : INFO : Epoch 1796 | loss: 0.031145 | val_loss: 0.0311652 | Time: 4209.04 ms
[2022-04-11 01:39:04 main:574] : INFO : Epoch 1797 | loss: 0.0311449 | val_loss: 0.0311668 | Time: 4340.14 ms
[2022-04-11 01:39:08 main:574] : INFO : Epoch 1798 | loss: 0.0311467 | val_loss: 0.0311619 | Time: 4220.91 ms
[2022-04-11 01:39:12 main:574] : INFO : Epoch 1799 | loss: 0.0311474 | val_loss: 0.0311638 | Time: 4186.51 ms
[2022-04-11 01:39:17 main:574] : INFO : Epoch 1800 | loss: 0.0311476 | val_loss: 0.0311611 | Time: 4234.44 ms
[2022-04-11 01:39:21 main:574] : INFO : Epoch 1801 | loss: 0.031146 | val_loss: 0.0311647 | Time: 4204.78 ms
[2022-04-11 01:39:25 main:574] : INFO : Epoch 1802 | loss: 0.0311474 | val_loss: 0.0311623 | Time: 4186.83 ms
[2022-04-11 01:39:29 main:574] : INFO : Epoch 1803 | loss: 0.0311455 | val_loss: 0.0311629 | Time: 4168.57 ms
[2022-04-11 01:39:34 main:574] : INFO : Epoch 1804 | loss: 0.0311467 | val_loss: 0.0311672 | Time: 4205.74 ms
[2022-04-11 01:39:38 main:574] : INFO : Epoch 1805 | loss: 0.031147 | val_loss: 0.031164 | Time: 4186.85 ms
[2022-04-11 01:39:42 main:574] : INFO : Epoch 1806 | loss: 0.0311473 | val_loss: 0.0311671 | Time: 4209.35 ms
[2022-04-11 01:39:46 main:574] : INFO : Epoch 1807 | loss: 0.0311465 | val_loss: 0.0311646 | Time: 4176.71 ms
[2022-04-11 01:39:50 main:574] : INFO : Epoch 1808 | loss: 0.031149 | val_loss: 0.0311651 | Time: 4217.07 ms
[2022-04-11 01:39:54 main:574] : INFO : Epoch 1809 | loss: 0.0311489 | val_loss: 0.0311653 | Time: 4168.26 ms
[2022-04-11 01:39:59 main:574] : INFO : Epoch 1810 | loss: 0.0311459 | val_loss: 0.0311653 | Time: 4239.13 ms
[2022-04-11 01:40:03 main:574] : INFO : Epoch 1811 | loss: 0.031145 | val_loss: 0.0311647 | Time: 4194.93 ms
[2022-04-11 01:40:07 main:574] : INFO : Epoch 1812 | loss: 0.0311447 | val_loss: 0.0311645 | Time: 4214.26 ms
[2022-04-11 01:40:11 main:574] : INFO : Epoch 1813 | loss: 0.0311433 | val_loss: 0.0311675 | Time: 4211.73 ms
[2022-04-11 01:40:16 main:574] : INFO : Epoch 1814 | loss: 0.0311426 | val_loss: 0.0311656 | Time: 4215.99 ms
[2022-04-11 01:40:20 main:574] : INFO : Epoch 1815 | loss: 0.0311447 | val_loss: 0.031166 | Time: 4180.36 ms
[2022-04-11 01:40:24 main:574] : INFO : Epoch 1816 | loss: 0.0311454 | val_loss: 0.0311674 | Time: 4312.44 ms
[2022-04-11 01:40:28 main:574] : INFO : Epoch 1817 | loss: 0.0311462 | val_loss: 0.0311694 | Time: 4232.45 ms
[2022-04-11 01:40:33 main:574] : INFO : Epoch 1818 | loss: 0.0311455 | val_loss: 0.0311648 | Time: 4228.08 ms
[2022-04-11 01:40:37 main:574] : INFO : Epoch 1819 | loss: 0.031144 | val_loss: 0.0311642 | Time: 4182.97 ms
[2022-04-11 01:40:41 main:574] : INFO : Epoch 1820 | loss: 0.0311493 | val_loss: 0.0311688 | Time: 4143.59 ms
[2022-04-11 01:40:45 main:574] : INFO : Epoch 1821 | loss: 0.0311492 | val_loss: 0.0311659 | Time: 4154.75 ms
[2022-04-11 01:40:49 main:574] : INFO : Epoch 1822 | loss: 0.0311482 | val_loss: 0.0311669 | Time: 4215.27 ms
[2022-04-11 01:40:53 main:574] : INFO : Epoch 1823 | loss: 0.0311489 | val_loss: 0.0311688 | Time: 4182.45 ms
[2022-04-11 01:40:58 main:574] : INFO : Epoch 1824 | loss: 0.0311462 | val_loss: 0.0311676 | Time: 4188.33 ms
[2022-04-11 01:41:02 main:574] : INFO : Epoch 1825 | loss: 0.031147 | val_loss: 0.0311691 | Time: 4175.3 ms
[2022-04-11 01:41:06 main:574] : INFO : Epoch 1826 | loss: 0.0311547 | val_loss: 0.0311641 | Time: 4195.03 ms
[2022-04-11 01:41:10 main:574] : INFO : Epoch 1827 | loss: 0.0311491 | val_loss: 0.0311627 | Time: 4176.95 ms
[2022-04-11 01:41:14 main:574] : INFO : Epoch 1828 | loss: 0.0311475 | val_loss: 0.0311661 | Time: 4214.75 ms
[2022-04-11 01:41:19 main:574] : INFO : Epoch 1829 | loss: 0.031144 | val_loss: 0.0311642 | Time: 4199.72 ms
[2022-04-11 01:41:23 main:574] : INFO : Epoch 1830 | loss: 0.031143 | val_loss: 0.0311643 | Time: 4228.77 ms
[2022-04-11 01:41:27 main:574] : INFO : Epoch 1831 | loss: 0.0311444 | val_loss: 0.0311681 | Time: 4157.42 ms
[2022-04-11 01:41:31 main:574] : INFO : Epoch 1832 | loss: 0.031143 | val_loss: 0.0311674 | Time: 4184.98 ms
[2022-04-11 01:41:35 main:574] : INFO : Epoch 1833 | loss: 0.0311455 | val_loss: 0.0311673 | Time: 4157.96 ms
[2022-04-11 01:41:40 main:574] : INFO : Epoch 1834 | loss: 0.0311466 | val_loss: 0.0311661 | Time: 4223.76 ms
[2022-04-11 01:41:44 main:574] : INFO : Epoch 1835 | loss: 0.0311454 | val_loss: 0.031167 | Time: 4210.1 ms
[2022-04-11 01:41:48 main:574] : INFO : Epoch 1836 | loss: 0.0311439 | val_loss: 0.0311657 | Time: 4194.54 ms
[2022-04-11 01:41:52 main:574] : INFO : Epoch 1837 | loss: 0.0311462 | val_loss: 0.0311639 | Time: 4212.38 ms
[2022-04-11 01:41:56 main:574] : INFO : Epoch 1838 | loss: 0.0311463 | val_loss: 0.0311649 | Time: 4233.86 ms
[2022-04-11 01:42:01 main:574] : INFO : Epoch 1839 | loss: 0.0311465 | val_loss: 0.0311646 | Time: 4198.15 ms
[2022-04-11 01:42:05 main:574] : INFO : Epoch 1840 | loss: 0.0311449 | val_loss: 0.0311607 | Time: 4218.4 ms
[2022-04-11 01:42:09 main:574] : INFO : Epoch 1841 | loss: 0.0311456 | val_loss: 0.0311628 | Time: 4182.13 ms
[2022-04-11 01:42:13 main:574] : INFO : Epoch 1842 | loss: 0.0311456 | val_loss: 0.0311628 | Time: 4215.04 ms
[2022-04-11 01:42:17 main:574] : INFO : Epoch 1843 | loss: 0.0311433 | val_loss: 0.0311671 | Time: 4202.85 ms
[2022-04-11 01:42:22 main:574] : INFO : Epoch 1844 | loss: 0.0311435 | val_loss: 0.0311669 | Time: 4207.23 ms
[2022-04-11 01:42:26 main:574] : INFO : Epoch 1845 | loss: 0.0311432 | val_loss: 0.0311656 | Time: 4230.09 ms
[2022-04-11 01:42:30 main:574] : INFO : Epoch 1846 | loss: 0.0311474 | val_loss: 0.031168 | Time: 4215.12 ms
[2022-04-11 01:42:34 main:574] : INFO : Epoch 1847 | loss: 0.0311469 | val_loss: 0.0311637 | Time: 4210.33 ms
[2022-04-11 01:42:39 main:574] : INFO : Epoch 1848 | loss: 0.0311454 | val_loss: 0.0311644 | Time: 4220.44 ms
[2022-04-11 01:42:43 main:574] : INFO : Epoch 1849 | loss: 0.0311462 | val_loss: 0.0311694 | Time: 4166.67 ms
[2022-04-11 01:42:47 main:574] : INFO : Epoch 1850 | loss: 0.0311458 | val_loss: 0.0311681 | Time: 4206.88 ms
[2022-04-11 01:42:51 main:574] : INFO : Epoch 1851 | loss: 0.0311457 | val_loss: 0.0311642 | Time: 4185.88 ms
[2022-04-11 01:42:55 main:574] : INFO : Epoch 1852 | loss: 0.0311465 | val_loss: 0.0311637 | Time: 4145.04 ms
[2022-04-11 01:43:00 main:574] : INFO : Epoch 1853 | loss: 0.0311462 | val_loss: 0.0311639 | Time: 4229.8 ms
[2022-04-11 01:43:04 main:574] : INFO : Epoch 1854 | loss: 0.0311428 | val_loss: 0.0311649 | Time: 4223.78 ms
[2022-04-11 01:43:08 main:574] : INFO : Epoch 1855 | loss: 0.031142 | val_loss: 0.0311634 | Time: 4176.59 ms
[2022-04-11 01:43:12 main:574] : INFO : Epoch 1856 | loss: 0.0311435 | val_loss: 0.0311635 | Time: 4235.95 ms
[2022-04-11 01:43:16 main:574] : INFO : Epoch 1857 | loss: 0.031145 | val_loss: 0.0311635 | Time: 4188.63 ms
[2022-04-11 01:43:21 main:574] : INFO : Epoch 1858 | loss: 0.0311435 | val_loss: 0.0311623 | Time: 4205.83 ms
[2022-04-11 01:43:25 main:574] : INFO : Epoch 1859 | loss: 0.0311418 | val_loss: 0.0311639 | Time: 4227.36 ms
[2022-04-11 01:43:29 main:574] : INFO : Epoch 1860 | loss: 0.0311426 | val_loss: 0.0311644 | Time: 4209.65 ms
[2022-04-11 01:43:33 main:574] : INFO : Epoch 1861 | loss: 0.0311427 | val_loss: 0.0311662 | Time: 4202.07 ms
[2022-04-11 01:43:37 main:574] : INFO : Epoch 1862 | loss: 0.0311446 | val_loss: 0.0311773 | Time: 4177.87 ms
[2022-04-11 01:43:42 main:574] : INFO : Epoch 1863 | loss: 0.0311431 | val_loss: 0.031165 | Time: 4216.81 ms
[2022-04-11 01:43:46 main:574] : INFO : Epoch 1864 | loss: 0.0311425 | val_loss: 0.0311715 | Time: 4230.13 ms
[2022-04-11 01:43:50 main:574] : INFO : Epoch 1865 | loss: 0.0311446 | val_loss: 0.0311629 | Time: 4213.6 ms
[2022-04-11 01:43:54 main:574] : INFO : Epoch 1866 | loss: 0.0311436 | val_loss: 0.0311627 | Time: 4158.24 ms
[2022-04-11 01:43:58 main:574] : INFO : Epoch 1867 | loss: 0.0311451 | val_loss: 0.031168 | Time: 4152.56 ms
[2022-04-11 01:44:03 main:574] : INFO : Epoch 1868 | loss: 0.0311443 | val_loss: 0.0311635 | Time: 4204.46 ms
[2022-04-11 01:44:07 main:574] : INFO : Epoch 1869 | loss: 0.0311448 | val_loss: 0.0311686 | Time: 4231.62 ms
[2022-04-11 01:44:11 main:574] : INFO : Epoch 1870 | loss: 0.0311498 | val_loss: 0.0311621 | Time: 4191.03 ms
[2022-04-11 01:44:15 main:574] : INFO : Epoch 1871 | loss: 0.0311526 | val_loss: 0.0311682 | Time: 4154.85 ms
[2022-04-11 01:44:19 main:574] : INFO : Epoch 1872 | loss: 0.0311466 | val_loss: 0.0311625 | Time: 4185.82 ms
[2022-04-11 01:44:24 main:574] : INFO : Epoch 1873 | loss: 0.0311438 | val_loss: 0.0311658 | Time: 4195.59 ms
[2022-04-11 01:44:28 main:574] : INFO : Epoch 1874 | loss: 0.0311463 | val_loss: 0.0311656 | Time: 4213.64 ms
[2022-04-11 01:44:32 main:574] : INFO : Epoch 1875 | loss: 0.03115 | val_loss: 0.0311649 | Time: 4199.1 ms
[2022-04-11 01:44:36 main:574] : INFO : Epoch 1876 | loss: 0.0311459 | val_loss: 0.0311622 | Time: 4188.54 ms
[2022-04-11 01:44:40 main:574] : INFO : Epoch 1877 | loss: 0.0311444 | val_loss: 0.0311607 | Time: 4197.48 ms
[2022-04-11 01:44:45 main:574] : INFO : Epoch 1878 | loss: 0.0311428 | val_loss: 0.031165 | Time: 4215.68 ms
[2022-04-11 01:44:49 main:574] : INFO : Epoch 1879 | loss: 0.0311425 | val_loss: 0.0311627 | Time: 4182.42 ms
[2022-04-11 01:44:53 main:574] : INFO : Epoch 1880 | loss: 0.0311425 | val_loss: 0.0311622 | Time: 4152.62 ms
[2022-04-11 01:44:57 main:574] : INFO : Epoch 1881 | loss: 0.0311413 | val_loss: 0.031161 | Time: 4177.66 ms
[2022-04-11 01:45:01 main:574] : INFO : Epoch 1882 | loss: 0.0311418 | val_loss: 0.0311661 | Time: 4175.91 ms
[2022-04-11 01:45:06 main:574] : INFO : Epoch 1883 | loss: 0.0311441 | val_loss: 0.0311622 | Time: 4197.46 ms
[2022-04-11 01:45:10 main:574] : INFO : Epoch 1884 | loss: 0.0311421 | val_loss: 0.0311624 | Time: 4205.05 ms
[2022-04-11 01:45:14 main:574] : INFO : Epoch 1885 | loss: 0.0311412 | val_loss: 0.0311625 | Time: 4206.84 ms
[2022-04-11 01:45:18 main:574] : INFO : Epoch 1886 | loss: 0.0311406 | val_loss: 0.0311633 | Time: 4236.05 ms
[2022-04-11 01:45:22 main:574] : INFO : Epoch 1887 | loss: 0.0311415 | val_loss: 0.0311666 | Time: 4188.94 ms
[2022-04-11 01:45:27 main:574] : INFO : Epoch 1888 | loss: 0.0311419 | val_loss: 0.0311618 | Time: 4156.7 ms
[2022-04-11 01:45:31 main:574] : INFO : Epoch 1889 | loss: 0.0311442 | val_loss: 0.0311652 | Time: 4186.46 ms
[2022-04-11 01:45:35 main:574] : INFO : Epoch 1890 | loss: 0.0311461 | val_loss: 0.0311747 | Time: 4229.77 ms
[2022-04-11 01:45:39 main:574] : INFO : Epoch 1891 | loss: 0.0311463 | val_loss: 0.0311659 | Time: 4208.69 ms
[2022-04-11 01:45:43 main:574] : INFO : Epoch 1892 | loss: 0.031141 | val_loss: 0.0311629 | Time: 4213.88 ms
[2022-04-11 01:45:48 main:574] : INFO : Epoch 1893 | loss: 0.0311409 | val_loss: 0.0311632 | Time: 4189.78 ms
[2022-04-11 01:45:52 main:574] : INFO : Epoch 1894 | loss: 0.0311389 | val_loss: 0.0311646 | Time: 4190.5 ms
[2022-04-11 01:45:56 main:574] : INFO : Epoch 1895 | loss: 0.0311382 | val_loss: 0.0311656 | Time: 4208.83 ms
[2022-04-11 01:46:00 main:574] : INFO : Epoch 1896 | loss: 0.0311387 | val_loss: 0.0311635 | Time: 4199.26 ms
[2022-04-11 01:46:04 main:574] : INFO : Epoch 1897 | loss: 0.0311375 | val_loss: 0.0311688 | Time: 4188.1 ms
[2022-04-11 01:46:09 main:574] : INFO : Epoch 1898 | loss: 0.03114 | val_loss: 0.0311689 | Time: 4187.3 ms
[2022-04-11 01:46:13 main:574] : INFO : Epoch 1899 | loss: 0.0311375 | val_loss: 0.0311681 | Time: 4209.15 ms
[2022-04-11 01:46:17 main:574] : INFO : Epoch 1900 | loss: 0.0311401 | val_loss: 0.0311657 | Time: 4245.24 ms
[2022-04-11 01:46:21 main:574] : INFO : Epoch 1901 | loss: 0.0311508 | val_loss: 0.0311671 | Time: 4212.42 ms
[2022-04-11 01:46:25 main:574] : INFO : Epoch 1902 | loss: 0.031146 | val_loss: 0.0311653 | Time: 4146.96 ms
[2022-04-11 01:46:30 main:574] : INFO : Epoch 1903 | loss: 0.0311408 | val_loss: 0.0311674 | Time: 4183.07 ms
[2022-04-11 01:46:34 main:574] : INFO : Epoch 1904 | loss: 0.0311399 | val_loss: 0.0311681 | Time: 4230.37 ms
[2022-04-11 01:46:38 main:574] : INFO : Epoch 1905 | loss: 0.03114 | val_loss: 0.0311639 | Time: 4212.79 ms
[2022-04-11 01:46:42 main:574] : INFO : Epoch 1906 | loss: 0.031138 | val_loss: 0.0311646 | Time: 4194.19 ms
[2022-04-11 01:46:47 main:574] : INFO : Epoch 1907 | loss: 0.0311372 | val_loss: 0.0311703 | Time: 4240.74 ms
[2022-04-11 01:46:51 main:574] : INFO : Epoch 1908 | loss: 0.0311365 | val_loss: 0.0311743 | Time: 4223.2 ms
[2022-04-11 01:46:55 main:574] : INFO : Epoch 1909 | loss: 0.0311383 | val_loss: 0.0311708 | Time: 4184.91 ms
[2022-04-11 01:46:59 main:574] : INFO : Epoch 1910 | loss: 0.0311369 | val_loss: 0.0311645 | Time: 4177.12 ms
[2022-04-11 01:47:03 main:574] : INFO : Epoch 1911 | loss: 0.0311347 | val_loss: 0.0311671 | Time: 4218.64 ms
[2022-04-11 01:47:08 main:574] : INFO : Epoch 1912 | loss: 0.031136 | val_loss: 0.0311706 | Time: 4207.64 ms
[2022-04-11 01:47:12 main:574] : INFO : Epoch 1913 | loss: 0.0311382 | val_loss: 0.0311707 | Time: 4210.71 ms
[2022-04-11 01:47:16 main:574] : INFO : Epoch 1914 | loss: 0.0311418 | val_loss: 0.0311769 | Time: 4190.8 ms
[2022-04-11 01:47:20 main:574] : INFO : Epoch 1915 | loss: 0.0311509 | val_loss: 0.0311733 | Time: 4182.97 ms
[2022-04-11 01:47:24 main:574] : INFO : Epoch 1916 | loss: 0.0311483 | val_loss: 0.0311686 | Time: 4216.49 ms
[2022-04-11 01:47:29 main:574] : INFO : Epoch 1917 | loss: 0.0311443 | val_loss: 0.0311682 | Time: 4219.67 ms
[2022-04-11 01:47:33 main:574] : INFO : Epoch 1918 | loss: 0.0311424 | val_loss: 0.0311681 | Time: 4200.35 ms
[2022-04-11 01:47:37 main:574] : INFO : Epoch 1919 | loss: 0.0311417 | val_loss: 0.0311669 | Time: 4170.96 ms
[2022-04-11 01:47:41 main:574] : INFO : Epoch 1920 | loss: 0.0311437 | val_loss: 0.031171 | Time: 4185.43 ms
[2022-04-11 01:47:45 main:574] : INFO : Epoch 1921 | loss: 0.0311423 | val_loss: 0.0311694 | Time: 4189.23 ms
[2022-04-11 01:47:50 main:574] : INFO : Epoch 1922 | loss: 0.0311416 | val_loss: 0.0311672 | Time: 4154.92 ms
[2022-04-11 01:47:54 main:574] : INFO : Epoch 1923 | loss: 0.0311407 | val_loss: 0.0311632 | Time: 4176 ms
[2022-04-11 01:47:58 main:574] : INFO : Epoch 1924 | loss: 0.0311447 | val_loss: 0.0311647 | Time: 4221.88 ms
[2022-04-11 01:48:02 main:574] : INFO : Epoch 1925 | loss: 0.0311447 | val_loss: 0.0311729 | Time: 4276.95 ms
[2022-04-11 01:48:06 main:574] : INFO : Epoch 1926 | loss: 0.0311434 | val_loss: 0.0311656 | Time: 4197 ms
[2022-04-11 01:48:11 main:574] : INFO : Epoch 1927 | loss: 0.0311401 | val_loss: 0.031167 | Time: 4185.29 ms
[2022-04-11 01:48:15 main:574] : INFO : Epoch 1928 | loss: 0.0311398 | val_loss: 0.0311649 | Time: 4155.82 ms
[2022-04-11 01:48:19 main:574] : INFO : Epoch 1929 | loss: 0.031139 | val_loss: 0.0311652 | Time: 4199.42 ms
[2022-04-11 01:48:23 main:574] : INFO : Epoch 1930 | loss: 0.0311366 | val_loss: 0.0311704 | Time: 4213.03 ms
[2022-04-11 01:48:27 main:574] : INFO : Epoch 1931 | loss: 0.0311361 | val_loss: 0.0311648 | Time: 4171.94 ms
[2022-04-11 01:48:32 main:574] : INFO : Epoch 1932 | loss: 0.0311342 | val_loss: 0.0311701 | Time: 4206.47 ms
[2022-04-11 01:48:36 main:574] : INFO : Epoch 1933 | loss: 0.0311349 | val_loss: 0.031173 | Time: 4211.34 ms
[2022-04-11 01:48:40 main:574] : INFO : Epoch 1934 | loss: 0.0311377 | val_loss: 0.0311699 | Time: 4231.71 ms
[2022-04-11 01:48:44 main:574] : INFO : Epoch 1935 | loss: 0.0311409 | val_loss: 0.0311712 | Time: 4209.61 ms
[2022-04-11 01:48:48 main:574] : INFO : Epoch 1936 | loss: 0.0311386 | val_loss: 0.0311685 | Time: 4237.45 ms
[2022-04-11 01:48:53 main:574] : INFO : Epoch 1937 | loss: 0.0311381 | val_loss: 0.0311733 | Time: 4184.99 ms
[2022-04-11 01:48:57 main:574] : INFO : Epoch 1938 | loss: 0.0311406 | val_loss: 0.0311685 | Time: 4199.53 ms
[2022-04-11 01:49:01 main:574] : INFO : Epoch 1939 | loss: 0.0311402 | val_loss: 0.031166 | Time: 4191.9 ms
[2022-04-11 01:49:05 main:574] : INFO : Epoch 1940 | loss: 0.0311407 | val_loss: 0.0311683 | Time: 4247.1 ms
[2022-04-11 01:49:09 main:574] : INFO : Epoch 1941 | loss: 0.0311383 | val_loss: 0.0311689 | Time: 4154.87 ms
[2022-04-11 01:49:14 main:574] : INFO : Epoch 1942 | loss: 0.0311376 | val_loss: 0.0311745 | Time: 4196.73 ms
[2022-04-11 01:49:18 main:574] : INFO : Epoch 1943 | loss: 0.0311396 | val_loss: 0.0311708 | Time: 4222.49 ms
[2022-04-11 01:49:22 main:574] : INFO : Epoch 1944 | loss: 0.0311408 | val_loss: 0.0311756 | Time: 4192.6 ms
[2022-04-11 01:49:26 main:574] : INFO : Epoch 1945 | loss: 0.0311412 | val_loss: 0.0311826 | Time: 4148.26 ms
[2022-04-11 01:49:30 main:574] : INFO : Epoch 1946 | loss: 0.0311399 | val_loss: 0.0311717 | Time: 4150.97 ms
[2022-04-11 01:49:35 main:574] : INFO : Epoch 1947 | loss: 0.0311369 | val_loss: 0.031173 | Time: 4162.44 ms
[2022-04-11 01:49:39 main:574] : INFO : Epoch 1948 | loss: 0.0311362 | val_loss: 0.0311695 | Time: 4194.36 ms
[2022-04-11 01:49:43 main:574] : INFO : Epoch 1949 | loss: 0.0311379 | val_loss: 0.0311795 | Time: 4171.15 ms
[2022-04-11 01:49:47 main:574] : INFO : Epoch 1950 | loss: 0.0311449 | val_loss: 0.0311687 | Time: 4192.05 ms
[2022-04-11 01:49:51 main:574] : INFO : Epoch 1951 | loss: 0.0311464 | val_loss: 0.0311684 | Time: 4211.15 ms
[2022-04-11 01:49:56 main:574] : INFO : Epoch 1952 | loss: 0.0311457 | val_loss: 0.0311677 | Time: 4171.97 ms
[2022-04-11 01:50:00 main:574] : INFO : Epoch 1953 | loss: 0.0311423 | val_loss: 0.0311706 | Time: 4196.18 ms
[2022-04-11 01:50:04 main:574] : INFO : Epoch 1954 | loss: 0.0311408 | val_loss: 0.0311682 | Time: 4188.04 ms
[2022-04-11 01:50:08 main:574] : INFO : Epoch 1955 | loss: 0.0311433 | val_loss: 0.0311678 | Time: 4204.13 ms
[2022-04-11 01:50:12 main:574] : INFO : Epoch 1956 | loss: 0.0311449 | val_loss: 0.0311648 | Time: 4193.89 ms
[2022-04-11 01:50:17 main:574] : INFO : Epoch 1957 | loss: 0.0311407 | val_loss: 0.0311713 | Time: 4187.1 ms
[2022-04-11 01:50:21 main:574] : INFO : Epoch 1958 | loss: 0.0311403 | val_loss: 0.031172 | Time: 4179.61 ms
[2022-04-11 01:50:25 main:574] : INFO : Epoch 1959 | loss: 0.0311395 | val_loss: 0.0311675 | Time: 4190.49 ms
[2022-04-11 01:50:29 main:574] : INFO : Epoch 1960 | loss: 0.0311439 | val_loss: 0.0311645 | Time: 4217.85 ms
[2022-04-11 01:50:33 main:574] : INFO : Epoch 1961 | loss: 0.031142 | val_loss: 0.0311695 | Time: 4210.23 ms
[2022-04-11 01:50:38 main:574] : INFO : Epoch 1962 | loss: 0.0311408 | val_loss: 0.0311666 | Time: 4190.18 ms
[2022-04-11 01:50:42 main:574] : INFO : Epoch 1963 | loss: 0.0311387 | val_loss: 0.0311652 | Time: 4181.99 ms
[2022-04-11 01:50:46 main:574] : INFO : Epoch 1964 | loss: 0.0311386 | val_loss: 0.0311679 | Time: 4187.48 ms
[2022-04-11 01:50:50 main:574] : INFO : Epoch 1965 | loss: 0.0311395 | val_loss: 0.03117 | Time: 4200.66 ms
[2022-04-11 01:50:54 main:574] : INFO : Epoch 1966 | loss: 0.0311502 | val_loss: 0.0312314 | Time: 4153.46 ms
[2022-04-11 01:50:59 main:574] : INFO : Epoch 1967 | loss: 0.0326838 | val_loss: 0.0332632 | Time: 4193.2 ms
[2022-04-11 01:51:03 main:574] : INFO : Epoch 1968 | loss: 0.0328266 | val_loss: 0.0319739 | Time: 4207.29 ms
[2022-04-11 01:51:07 main:574] : INFO : Epoch 1969 | loss: 0.0314369 | val_loss: 0.0312777 | Time: 4172.15 ms
[2022-04-11 01:51:11 main:574] : INFO : Epoch 1970 | loss: 0.0312717 | val_loss: 0.0312544 | Time: 4174.45 ms
[2022-04-11 01:51:15 main:574] : INFO : Epoch 1971 | loss: 0.0312543 | val_loss: 0.0312528 | Time: 4173.46 ms
[2022-04-11 01:51:19 main:574] : INFO : Epoch 1972 | loss: 0.031249 | val_loss: 0.0312481 | Time: 4178.75 ms
[2022-04-11 01:51:24 main:574] : INFO : Epoch 1973 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 4149.41 ms
[2022-04-11 01:51:28 main:574] : INFO : Epoch 1974 | loss: 0.0312466 | val_loss: 0.031246 | Time: 4167.85 ms
[2022-04-11 01:51:32 main:574] : INFO : Epoch 1975 | loss: 0.0312451 | val_loss: 0.0312451 | Time: 4187.31 ms
[2022-04-11 01:51:36 main:574] : INFO : Epoch 1976 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 4196.04 ms
[2022-04-11 01:51:40 main:574] : INFO : Epoch 1977 | loss: 0.0312431 | val_loss: 0.031244 | Time: 4224.7 ms
[2022-04-11 01:51:45 main:574] : INFO : Epoch 1978 | loss: 0.0312425 | val_loss: 0.0312435 | Time: 4207.28 ms
[2022-04-11 01:51:49 main:574] : INFO : Epoch 1979 | loss: 0.0312396 | val_loss: 0.0312396 | Time: 4210.44 ms
[2022-04-11 01:51:53 main:574] : INFO : Epoch 1980 | loss: 0.031238 | val_loss: 0.031235 | Time: 4207.53 ms
[2022-04-11 01:51:57 main:574] : INFO : Epoch 1981 | loss: 0.0312332 | val_loss: 0.0312304 | Time: 4191.72 ms
[2022-04-11 01:52:01 main:574] : INFO : Epoch 1982 | loss: 0.0312308 | val_loss: 0.0312269 | Time: 4177.79 ms
[2022-04-11 01:52:06 main:574] : INFO : Epoch 1983 | loss: 0.0312289 | val_loss: 0.0312233 | Time: 4211.77 ms
[2022-04-11 01:52:10 main:574] : INFO : Epoch 1984 | loss: 0.0312295 | val_loss: 0.031241 | Time: 4193.84 ms
[2022-04-11 01:52:14 main:574] : INFO : Epoch 1985 | loss: 0.0312283 | val_loss: 0.0312411 | Time: 4198.53 ms
[2022-04-11 01:52:18 main:574] : INFO : Epoch 1986 | loss: 0.0312232 | val_loss: 0.0312212 | Time: 4204.77 ms
[2022-04-11 01:52:22 main:574] : INFO : Epoch 1987 | loss: 0.0312247 | val_loss: 0.0312203 | Time: 4208.38 ms
[2022-04-11 01:52:27 main:574] : INFO : Epoch 1988 | loss: 0.0312199 | val_loss: 0.0312187 | Time: 4181.98 ms
[2022-04-11 01:52:31 main:574] : INFO : Epoch 1989 | loss: 0.0312244 | val_loss: 0.0312223 | Time: 4216.66 ms
[2022-04-11 01:52:35 main:574] : INFO : Epoch 1990 | loss: 0.0312182 | val_loss: 0.0312215 | Time: 4168.34 ms
[2022-04-11 01:52:39 main:574] : INFO : Epoch 1991 | loss: 0.0312209 | val_loss: 0.0312162 | Time: 4192.76 ms
[2022-04-11 01:52:43 main:574] : INFO : Epoch 1992 | loss: 0.0312191 | val_loss: 0.0312158 | Time: 4197.61 ms
[2022-04-11 01:52:48 main:574] : INFO : Epoch 1993 | loss: 0.0312197 | val_loss: 0.0312162 | Time: 4168.16 ms
[2022-04-11 01:52:52 main:574] : INFO : Epoch 1994 | loss: 0.0312236 | val_loss: 0.0312222 | Time: 4169.16 ms
[2022-04-11 01:52:56 main:574] : INFO : Epoch 1995 | loss: 0.0312184 | val_loss: 0.0312216 | Time: 4181.86 ms
[2022-04-11 01:53:00 main:574] : INFO : Epoch 1996 | loss: 0.0312164 | val_loss: 0.0312161 | Time: 4170.54 ms
[2022-04-11 01:53:04 main:574] : INFO : Epoch 1997 | loss: 0.0312162 | val_loss: 0.0312153 | Time: 4208.34 ms
[2022-04-11 01:53:09 main:574] : INFO : Epoch 1998 | loss: 0.0312153 | val_loss: 0.0312133 | Time: 4192.6 ms
[2022-04-11 01:53:13 main:574] : INFO : Epoch 1999 | loss: 0.0312144 | val_loss: 0.0312204 | Time: 4194.88 ms
[2022-04-11 01:53:17 main:574] : INFO : Epoch 2000 | loss: 0.0312163 | val_loss: 0.0312139 | Time: 4208.38 ms
[2022-04-11 01:53:21 main:574] : INFO : Epoch 2001 | loss: 0.0312192 | val_loss: 0.0312173 | Time: 4203.23 ms
[2022-04-11 01:53:25 main:574] : INFO : Epoch 2002 | loss: 0.0312175 | val_loss: 0.0312212 | Time: 4205.91 ms
[2022-04-11 01:53:30 main:574] : INFO : Epoch 2003 | loss: 0.0312153 | val_loss: 0.0312119 | Time: 4185.92 ms
[2022-04-11 01:53:34 main:574] : INFO : Epoch 2004 | loss: 0.0312132 | val_loss: 0.0312119 | Time: 4207.19 ms
[2022-04-11 01:53:38 main:574] : INFO : Epoch 2005 | loss: 0.0312139 | val_loss: 0.031211 | Time: 4190.79 ms
[2022-04-11 01:53:42 main:574] : INFO : Epoch 2006 | loss: 0.0312134 | val_loss: 0.0312105 | Time: 4192.53 ms
[2022-04-11 01:53:46 main:574] : INFO : Epoch 2007 | loss: 0.0312117 | val_loss: 0.0312124 | Time: 4230.27 ms
[2022-04-11 01:53:51 main:574] : INFO : Epoch 2008 | loss: 0.0312125 | val_loss: 0.0312095 | Time: 4158.48 ms
[2022-04-11 01:53:55 main:574] : INFO : Epoch 2009 | loss: 0.031211 | val_loss: 0.031211 | Time: 4187.55 ms
[2022-04-11 01:53:59 main:574] : INFO : Epoch 2010 | loss: 0.0312113 | val_loss: 0.031211 | Time: 4197.1 ms
[2022-04-11 01:54:03 main:574] : INFO : Epoch 2011 | loss: 0.031218 | val_loss: 0.0312177 | Time: 4205.07 ms
[2022-04-11 01:54:07 main:574] : INFO : Epoch 2012 | loss: 0.031215 | val_loss: 0.0312134 | Time: 4194.72 ms
[2022-04-11 01:54:12 main:574] : INFO : Epoch 2013 | loss: 0.0312137 | val_loss: 0.031209 | Time: 4212.9 ms
[2022-04-11 01:54:16 main:574] : INFO : Epoch 2014 | loss: 0.031212 | val_loss: 0.0312093 | Time: 4223.32 ms
[2022-04-11 01:54:20 main:574] : INFO : Epoch 2015 | loss: 0.0312131 | val_loss: 0.0312194 | Time: 4188.05 ms
[2022-04-11 01:54:24 main:574] : INFO : Epoch 2016 | loss: 0.0312134 | val_loss: 0.0312125 | Time: 4218.16 ms
[2022-04-11 01:54:28 main:574] : INFO : Epoch 2017 | loss: 0.0312118 | val_loss: 0.0312198 | Time: 4183.56 ms
[2022-04-11 01:54:33 main:574] : INFO : Epoch 2018 | loss: 0.0312136 | val_loss: 0.0312242 | Time: 4150.35 ms
[2022-04-11 01:54:37 main:574] : INFO : Epoch 2019 | loss: 0.0312134 | val_loss: 0.0312089 | Time: 4242.39 ms
[2022-04-11 01:54:41 main:574] : INFO : Epoch 2020 | loss: 0.0312123 | val_loss: 0.031209 | Time: 4214.6 ms
[2022-04-11 01:54:45 main:574] : INFO : Epoch 2021 | loss: 0.0312107 | val_loss: 0.0312135 | Time: 4150.08 ms
[2022-04-11 01:54:49 main:574] : INFO : Epoch 2022 | loss: 0.0312115 | val_loss: 0.0312198 | Time: 4220.45 ms
[2022-04-11 01:54:54 main:574] : INFO : Epoch 2023 | loss: 0.0312121 | val_loss: 0.0312082 | Time: 4177.57 ms
[2022-04-11 01:54:58 main:574] : INFO : Epoch 2024 | loss: 0.0312107 | val_loss: 0.0312087 | Time: 4179.19 ms
[2022-04-11 01:55:02 main:574] : INFO : Epoch 2025 | loss: 0.0312147 | val_loss: 0.0312168 | Time: 4217.54 ms
[2022-04-11 01:55:06 main:574] : INFO : Epoch 2026 | loss: 0.0312129 | val_loss: 0.0312076 | Time: 4207.83 ms
[2022-04-11 01:55:10 main:574] : INFO : Epoch 2027 | loss: 0.031209 | val_loss: 0.0312072 | Time: 4202.59 ms
[2022-04-11 01:55:15 main:574] : INFO : Epoch 2028 | loss: 0.0312091 | val_loss: 0.0312081 | Time: 4154.22 ms
[2022-04-11 01:55:19 main:574] : INFO : Epoch 2029 | loss: 0.0312089 | val_loss: 0.0312104 | Time: 4367.03 ms
[2022-04-11 01:55:23 main:574] : INFO : Epoch 2030 | loss: 0.0312095 | val_loss: 0.031207 | Time: 4167.25 ms
[2022-04-11 01:55:27 main:574] : INFO : Epoch 2031 | loss: 0.0312084 | val_loss: 0.0312079 | Time: 4249.9 ms
[2022-04-11 01:55:32 main:574] : INFO : Epoch 2032 | loss: 0.0312103 | val_loss: 0.0312121 | Time: 4197.49 ms
[2022-04-11 01:55:36 main:574] : INFO : Epoch 2033 | loss: 0.0312081 | val_loss: 0.031208 | Time: 4184.18 ms
[2022-04-11 01:55:40 main:574] : INFO : Epoch 2034 | loss: 0.0312078 | val_loss: 0.031207 | Time: 4197.74 ms
[2022-04-11 01:55:44 main:574] : INFO : Epoch 2035 | loss: 0.0312075 | val_loss: 0.0312068 | Time: 4169.09 ms
[2022-04-11 01:55:48 main:574] : INFO : Epoch 2036 | loss: 0.0312096 | val_loss: 0.0312171 | Time: 4156.62 ms
[2022-04-11 01:55:52 main:574] : INFO : Epoch 2037 | loss: 0.0312093 | val_loss: 0.0312084 | Time: 4217.25 ms
[2022-04-11 01:55:57 main:574] : INFO : Epoch 2038 | loss: 0.0312086 | val_loss: 0.0312062 | Time: 4221.94 ms
[2022-04-11 01:56:01 main:574] : INFO : Epoch 2039 | loss: 0.031208 | val_loss: 0.0312063 | Time: 4149.45 ms
[2022-04-11 01:56:05 main:574] : INFO : Epoch 2040 | loss: 0.0312093 | val_loss: 0.0312102 | Time: 4210.28 ms
[2022-04-11 01:56:09 main:574] : INFO : Epoch 2041 | loss: 0.0312081 | val_loss: 0.0312063 | Time: 4243.19 ms
[2022-04-11 01:56:14 main:574] : INFO : Epoch 2042 | loss: 0.0312079 | val_loss: 0.0312059 | Time: 4185.89 ms
[2022-04-11 01:56:18 main:574] : INFO : Epoch 2043 | loss: 0.0312064 | val_loss: 0.0312065 | Time: 4213.06 ms
[2022-04-11 01:56:22 main:574] : INFO : Epoch 2044 | loss: 0.0312078 | val_loss: 0.0312109 | Time: 4203.82 ms
[2022-04-11 01:56:26 main:574] : INFO : Epoch 2045 | loss: 0.0312078 | val_loss: 0.0312064 | Time: 4203.98 ms
[2022-04-11 01:56:30 main:574] : INFO : Epoch 2046 | loss: 0.0312076 | val_loss: 0.0312085 | Time: 4175.04 ms
[2022-04-11 01:56:34 main:574] : INFO : Epoch 2047 | loss: 0.0312068 | val_loss: 0.0312065 | Time: 4147.55 ms
[2022-04-11 01:56:39 main:574] : INFO : Epoch 2048 | loss: 0.0312068 | val_loss: 0.031209 | Time: 4238.81 ms
[2022-04-11 01:56:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031209
[2022-04-11 01:56:39 main:603] : INFO : Saving end state to config to file
[2022-04-11 01:56:39 main:608] : INFO : Success, exiting..
01:56:39 (7704): 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)