Task 3575555
| Name | ParityModified-1609263030-14210-0_3 |
| Workunit | 1707403 |
| Created | 7 Jan 2021, 9:58:07 UTC |
| Sent | 7 Jan 2021, 11:20:54 UTC |
| Report deadline | 15 Jan 2021, 11:20:54 UTC |
| Received | 14 Jan 2021, 20:43:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1755 |
| Run time | 2 hours 20 min 40 sec |
| CPU time | 2 hours 12 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,468.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.50 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311529 | val_loss: 0.0311881 | Time: 4227.9 ms
[2021-01-14 14:07:37 main:574] : INFO : Epoch 1543 | loss: 0.0311517 | val_loss: 0.0311738 | Time: 4084.79 ms
[2021-01-14 14:07:41 main:574] : INFO : Epoch 1544 | loss: 0.0311499 | val_loss: 0.0311722 | Time: 4307.51 ms
[2021-01-14 14:07:45 main:574] : INFO : Epoch 1545 | loss: 0.0311484 | val_loss: 0.0311791 | Time: 4167.94 ms
[2021-01-14 14:07:50 main:574] : INFO : Epoch 1546 | loss: 0.0311498 | val_loss: 0.031188 | Time: 4368.54 ms
[2021-01-14 14:07:54 main:574] : INFO : Epoch 1547 | loss: 0.0311491 | val_loss: 0.0311734 | Time: 4128.4 ms
[2021-01-14 14:07:58 main:574] : INFO : Epoch 1548 | loss: 0.0311455 | val_loss: 0.0311901 | Time: 4309.48 ms
[2021-01-14 14:08:03 main:574] : INFO : Epoch 1549 | loss: 0.0312014 | val_loss: 0.031333 | Time: 4352.34 ms
[2021-01-14 14:08:07 main:574] : INFO : Epoch 1550 | loss: 0.0317043 | val_loss: 0.0316933 | Time: 4082.61 ms
[2021-01-14 14:08:11 main:574] : INFO : Epoch 1551 | loss: 0.0315344 | val_loss: 0.0313383 | Time: 4205.68 ms
[2021-01-14 14:08:15 main:574] : INFO : Epoch 1552 | loss: 0.0312979 | val_loss: 0.0312654 | Time: 4206.86 ms
[2021-01-14 14:08:20 main:574] : INFO : Epoch 1553 | loss: 0.0312476 | val_loss: 0.0312391 | Time: 4232.57 ms
[2021-01-14 14:08:24 main:574] : INFO : Epoch 1554 | loss: 0.0312332 | val_loss: 0.0312256 | Time: 4255.44 ms
[2021-01-14 14:08:28 main:574] : INFO : Epoch 1555 | loss: 0.0312193 | val_loss: 0.0312122 | Time: 4375.13 ms
[2021-01-14 14:08:33 main:574] : INFO : Epoch 1556 | loss: 0.0312087 | val_loss: 0.0312029 | Time: 4348.25 ms
[2021-01-14 14:08:37 main:574] : INFO : Epoch 1557 | loss: 0.0312009 | val_loss: 0.0311966 | Time: 4213.48 ms
[2021-01-14 14:08:41 main:574] : INFO : Epoch 1558 | loss: 0.0312058 | val_loss: 0.0311933 | Time: 4342.28 ms
[2021-01-14 14:08:46 main:574] : INFO : Epoch 1559 | loss: 0.031196 | val_loss: 0.031193 | Time: 4322.94 ms
[2021-01-14 14:08:50 main:574] : INFO : Epoch 1560 | loss: 0.031192 | val_loss: 0.0311842 | Time: 4133.59 ms
[2021-01-14 14:08:54 main:574] : INFO : Epoch 1561 | loss: 0.0311914 | val_loss: 0.0311927 | Time: 4327.93 ms
[2021-01-14 14:08:59 main:574] : INFO : Epoch 1562 | loss: 0.0311861 | val_loss: 0.0311823 | Time: 4400.19 ms
[2021-01-14 14:09:03 main:574] : INFO : Epoch 1563 | loss: 0.0311839 | val_loss: 0.0311803 | Time: 4343.49 ms
[2021-01-14 14:09:07 main:574] : INFO : Epoch 1564 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 4223.04 ms
[2021-01-14 14:09:12 main:574] : INFO : Epoch 1565 | loss: 0.0311784 | val_loss: 0.031178 | Time: 4164.63 ms
[2021-01-14 14:09:16 main:574] : INFO : Epoch 1566 | loss: 0.0311827 | val_loss: 0.0311978 | Time: 4250.01 ms
[2021-01-14 14:09:20 main:574] : INFO : Epoch 1567 | loss: 0.0311867 | val_loss: 0.03118 | Time: 4254.78 ms
[2021-01-14 14:09:25 main:574] : INFO : Epoch 1568 | loss: 0.0311764 | val_loss: 0.0311755 | Time: 4238.32 ms
[2021-01-14 14:09:29 main:574] : INFO : Epoch 1569 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 4142.93 ms
[2021-01-14 14:09:33 main:574] : INFO : Epoch 1570 | loss: 0.0311733 | val_loss: 0.0311739 | Time: 4283.36 ms
[2021-01-14 14:09:37 main:574] : INFO : Epoch 1571 | loss: 0.0311724 | val_loss: 0.0311785 | Time: 4076.29 ms
[2021-01-14 14:09:41 main:574] : INFO : Epoch 1572 | loss: 0.0311721 | val_loss: 0.0311732 | Time: 4017.69 ms
[2021-01-14 14:09:46 main:574] : INFO : Epoch 1573 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 4412.38 ms
[2021-01-14 14:09:50 main:574] : INFO : Epoch 1574 | loss: 0.0311722 | val_loss: 0.0311812 | Time: 4143.57 ms
[2021-01-14 14:09:54 main:574] : INFO : Epoch 1575 | loss: 0.031172 | val_loss: 0.0311743 | Time: 4204.11 ms
[2021-01-14 14:09:59 main:574] : INFO : Epoch 1576 | loss: 0.0311738 | val_loss: 0.0311742 | Time: 4476.98 ms
[2021-01-14 14:10:03 main:574] : INFO : Epoch 1577 | loss: 0.0311692 | val_loss: 0.031174 | Time: 4302.39 ms
[2021-01-14 14:10:07 main:574] : INFO : Epoch 1578 | loss: 0.0311724 | val_loss: 0.0311739 | Time: 4233.62 ms
[2021-01-14 14:10:12 main:574] : INFO : Epoch 1579 | loss: 0.0311703 | val_loss: 0.0311773 | Time: 4382.74 ms
[2021-01-14 14:10:16 main:574] : INFO : Epoch 1580 | loss: 0.0311712 | val_loss: 0.031175 | Time: 4351.34 ms
[2021-01-14 14:10:21 main:574] : INFO : Epoch 1581 | loss: 0.0311693 | val_loss: 0.0311727 | Time: 4248.33 ms
[2021-01-14 14:10:25 main:574] : INFO : Epoch 1582 | loss: 0.0311664 | val_loss: 0.0311725 | Time: 4246.83 ms
[2021-01-14 14:10:29 main:574] : INFO : Epoch 1583 | loss: 0.0311653 | val_loss: 0.0311737 | Time: 4391.02 ms
[2021-01-14 14:10:34 main:574] : INFO : Epoch 1584 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 4414.94 ms
[2021-01-14 14:10:38 main:574] : INFO : Epoch 1585 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 4171.43 ms
[2021-01-14 14:10:42 main:574] : INFO : Epoch 1586 | loss: 0.0311667 | val_loss: 0.0311726 | Time: 4246.02 ms
[2021-01-14 14:10:47 main:574] : INFO : Epoch 1587 | loss: 0.0311667 | val_loss: 0.031172 | Time: 4221.57 ms
[2021-01-14 14:10:51 main:574] : INFO : Epoch 1588 | loss: 0.0311631 | val_loss: 0.031174 | Time: 4201.72 ms
[2021-01-14 14:10:55 main:574] : INFO : Epoch 1589 | loss: 0.0311654 | val_loss: 0.0311889 | Time: 4211.97 ms
[2021-01-14 14:10:59 main:574] : INFO : Epoch 1590 | loss: 0.031169 | val_loss: 0.031176 | Time: 4208.07 ms
[2021-01-14 14:11:04 main:574] : INFO : Epoch 1591 | loss: 0.0311621 | val_loss: 0.0311732 | Time: 4355.92 ms
[2021-01-14 14:11:08 main:574] : INFO : Epoch 1592 | loss: 0.0311603 | val_loss: 0.0311771 | Time: 4164.68 ms
[2021-01-14 14:11:12 main:574] : INFO : Epoch 1593 | loss: 0.0311647 | val_loss: 0.0311719 | Time: 4393.13 ms
[2021-01-14 14:11:17 main:574] : INFO : Epoch 1594 | loss: 0.0311684 | val_loss: 0.0311834 | Time: 4219.07 ms
[2021-01-14 14:11:21 main:574] : INFO : Epoch 1595 | loss: 0.031164 | val_loss: 0.0311719 | Time: 4210.4 ms
[2021-01-14 14:11:25 main:574] : INFO : Epoch 1596 | loss: 0.0311659 | val_loss: 0.0311773 | Time: 4068.75 ms
[2021-01-14 14:11:30 main:574] : INFO : Epoch 1597 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 4471.76 ms
[2021-01-14 14:11:34 main:574] : INFO : Epoch 1598 | loss: 0.0311584 | val_loss: 0.0311732 | Time: 4406.34 ms
[2021-01-14 14:11:38 main:574] : INFO : Epoch 1599 | loss: 0.0311585 | val_loss: 0.0311734 | Time: 4157.83 ms
[2021-01-14 14:11:43 main:574] : INFO : Epoch 1600 | loss: 0.0311591 | val_loss: 0.0311713 | Time: 4383.77 ms
[2021-01-14 14:11:47 main:574] : INFO : Epoch 1601 | loss: 0.0311593 | val_loss: 0.0311803 | Time: 4327.09 ms
[2021-01-14 14:11:51 main:574] : INFO : Epoch 1602 | loss: 0.0311573 | val_loss: 0.0311734 | Time: 4010.06 ms
[2021-01-14 14:11:55 main:574] : INFO : Epoch 1603 | loss: 0.0311574 | val_loss: 0.031173 | Time: 4241.96 ms
[2021-01-14 14:12:00 main:574] : INFO : Epoch 1604 | loss: 0.0311574 | val_loss: 0.0311733 | Time: 4265.29 ms
[2021-01-14 14:12:04 main:574] : INFO : Epoch 1605 | loss: 0.0311627 | val_loss: 0.0311751 | Time: 4326.79 ms
[2021-01-14 14:12:08 main:574] : INFO : Epoch 1606 | loss: 0.0311594 | val_loss: 0.0311743 | Time: 4175.44 ms
[2021-01-14 14:12:13 main:574] : INFO : Epoch 1607 | loss: 0.031158 | val_loss: 0.0311731 | Time: 4409.32 ms
[2021-01-14 14:12:17 main:574] : INFO : Epoch 1608 | loss: 0.031156 | val_loss: 0.031175 | Time: 4262.77 ms
[2021-01-14 14:12:21 main:574] : INFO : Epoch 1609 | loss: 0.0311585 | val_loss: 0.0311724 | Time: 3920.87 ms
[2021-01-14 14:12:26 main:574] : INFO : Epoch 1610 | loss: 0.0311623 | val_loss: 0.0311738 | Time: 4273.43 ms
[2021-01-14 14:12:30 main:574] : INFO : Epoch 1611 | loss: 0.0311556 | val_loss: 0.0311752 | Time: 4397.41 ms
[2021-01-14 14:12:34 main:574] : INFO : Epoch 1612 | loss: 0.0311541 | val_loss: 0.0311721 | Time: 4286.59 ms
[2021-01-14 14:12:39 main:574] : INFO : Epoch 1613 | loss: 0.0311543 | val_loss: 0.0311746 | Time: 4247.71 ms
[2021-01-14 14:12:43 main:574] : INFO : Epoch 1614 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 4382.49 ms
[2021-01-14 14:12:47 main:574] : INFO : Epoch 1615 | loss: 0.0311544 | val_loss: 0.031177 | Time: 4337.19 ms
[2021-01-14 14:12:52 main:574] : INFO : Epoch 1616 | loss: 0.0311538 | val_loss: 0.031172 | Time: 4200.39 ms
[2021-01-14 14:12:56 main:574] : INFO : Epoch 1617 | loss: 0.031154 | val_loss: 0.0311731 | Time: 3851.29 ms
[2021-01-14 14:13:00 main:574] : INFO : Epoch 1618 | loss: 0.0311555 | val_loss: 0.0311724 | Time: 4176.03 ms
[2021-01-14 14:13:04 main:574] : INFO : Epoch 1619 | loss: 0.0311567 | val_loss: 0.0311777 | Time: 4088.99 ms
[2021-01-14 14:13:08 main:574] : INFO : Epoch 1620 | loss: 0.0311528 | val_loss: 0.0311728 | Time: 4211.94 ms
[2021-01-14 14:13:13 main:574] : INFO : Epoch 1621 | loss: 0.0311561 | val_loss: 0.0311716 | Time: 4275.96 ms
[2021-01-14 14:13:17 main:574] : INFO : Epoch 1622 | loss: 0.0311543 | val_loss: 0.0311747 | Time: 4306.23 ms
[2021-01-14 14:13:21 main:574] : INFO : Epoch 1623 | loss: 0.0311561 | val_loss: 0.0311722 | Time: 4119.26 ms
[2021-01-14 14:13:25 main:574] : INFO : Epoch 1624 | loss: 0.0311529 | val_loss: 0.031177 | Time: 4233.61 ms
[2021-01-14 14:13:30 main:574] : INFO : Epoch 1625 | loss: 0.0311588 | val_loss: 0.03117 | Time: 4350.21 ms
[2021-01-14 14:13:34 main:574] : INFO : Epoch 1626 | loss: 0.0311528 | val_loss: 0.0311712 | Time: 4368.46 ms
[2021-01-14 14:13:38 main:574] : INFO : Epoch 1627 | loss: 0.0311507 | val_loss: 0.0311738 | Time: 4080.79 ms
[2021-01-14 14:13:43 main:574] : INFO : Epoch 1628 | loss: 0.0311498 | val_loss: 0.0311707 | Time: 4385.96 ms
[2021-01-14 14:13:47 main:574] : INFO : Epoch 1629 | loss: 0.0311491 | val_loss: 0.0311721 | Time: 4390.82 ms
[2021-01-14 14:13:51 main:574] : INFO : Epoch 1630 | loss: 0.0311506 | val_loss: 0.0311696 | Time: 4238.28 ms
[2021-01-14 14:13:56 main:574] : INFO : Epoch 1631 | loss: 0.0311498 | val_loss: 0.0311697 | Time: 4156.49 ms
[2021-01-14 14:14:00 main:574] : INFO : Epoch 1632 | loss: 0.0311573 | val_loss: 0.0311688 | Time: 4386.64 ms
[2021-01-14 14:14:05 main:574] : INFO : Epoch 1633 | loss: 0.0311539 | val_loss: 0.0311684 | Time: 4407.26 ms
[2021-01-14 14:14:09 main:574] : INFO : Epoch 1634 | loss: 0.0311493 | val_loss: 0.0311689 | Time: 4156.38 ms
[2021-01-14 14:14:13 main:574] : INFO : Epoch 1635 | loss: 0.0311479 | val_loss: 0.0311701 | Time: 4351.48 ms
[2021-01-14 14:14:17 main:574] : INFO : Epoch 1636 | loss: 0.0311463 | val_loss: 0.0311758 | Time: 4295.9 ms
[2021-01-14 14:14:22 main:574] : INFO : Epoch 1637 | loss: 0.031153 | val_loss: 0.0311707 | Time: 4194.76 ms
[2021-01-14 14:14:26 main:574] : INFO : Epoch 1638 | loss: 0.0311546 | val_loss: 0.0311766 | Time: 4162.41 ms
[2021-01-14 14:14:30 main:574] : INFO : Epoch 1639 | loss: 0.0311495 | val_loss: 0.0311688 | Time: 3897.85 ms
[2021-01-14 14:14:34 main:574] : INFO : Epoch 1640 | loss: 0.0311488 | val_loss: 0.0311728 | Time: 4304.33 ms
[2021-01-14 14:14:38 main:574] : INFO : Epoch 1641 | loss: 0.0311466 | val_loss: 0.0311692 | Time: 4064.71 ms
[2021-01-14 14:14:43 main:574] : INFO : Epoch 1642 | loss: 0.0311441 | val_loss: 0.031173 | Time: 4481.23 ms
[2021-01-14 14:14:47 main:574] : INFO : Epoch 1643 | loss: 0.0311456 | val_loss: 0.0311718 | Time: 4298.19 ms
[2021-01-14 14:14:51 main:574] : INFO : Epoch 1644 | loss: 0.0311449 | val_loss: 0.0311702 | Time: 4290.88 ms
[2021-01-14 14:14:56 main:574] : INFO : Epoch 1645 | loss: 0.0311435 | val_loss: 0.03117 | Time: 4148.79 ms
[2021-01-14 14:15:00 main:574] : INFO : Epoch 1646 | loss: 0.0311453 | val_loss: 0.031169 | Time: 4261.16 ms
[2021-01-14 14:15:04 main:574] : INFO : Epoch 1647 | loss: 0.0311436 | val_loss: 0.0311691 | Time: 4196.3 ms
[2021-01-14 14:15:08 main:574] : INFO : Epoch 1648 | loss: 0.0311446 | val_loss: 0.0311732 | Time: 4113.53 ms
[2021-01-14 14:15:13 main:574] : INFO : Epoch 1649 | loss: 0.0311436 | val_loss: 0.0311696 | Time: 4196.73 ms
[2021-01-14 14:15:17 main:574] : INFO : Epoch 1650 | loss: 0.0311453 | val_loss: 0.0311696 | Time: 4252.97 ms
[2021-01-14 14:15:21 main:574] : INFO : Epoch 1651 | loss: 0.0311514 | val_loss: 0.0311787 | Time: 4226.98 ms
[2021-01-14 14:15:25 main:574] : INFO : Epoch 1652 | loss: 0.0311474 | val_loss: 0.0311729 | Time: 4068 ms
[2021-01-14 14:15:30 main:574] : INFO : Epoch 1653 | loss: 0.031144 | val_loss: 0.0311699 | Time: 4302.87 ms
[2021-01-14 14:15:34 main:574] : INFO : Epoch 1654 | loss: 0.0311409 | val_loss: 0.0311709 | Time: 4416.17 ms
[2021-01-14 14:15:38 main:574] : INFO : Epoch 1655 | loss: 0.0311426 | val_loss: 0.0311676 | Time: 4149.37 ms
[2021-01-14 14:15:43 main:574] : INFO : Epoch 1656 | loss: 0.0311453 | val_loss: 0.0311671 | Time: 4403.34 ms
[2021-01-14 14:15:47 main:574] : INFO : Epoch 1657 | loss: 0.0311467 | val_loss: 0.0311694 | Time: 4403.95 ms
[2021-01-14 14:15:52 main:574] : INFO : Epoch 1658 | loss: 0.0311441 | val_loss: 0.0311696 | Time: 4329.87 ms
[2021-01-14 14:15:56 main:574] : INFO : Epoch 1659 | loss: 0.0311423 | val_loss: 0.0311711 | Time: 4069.96 ms
[2021-01-14 14:16:00 main:574] : INFO : Epoch 1660 | loss: 0.0311443 | val_loss: 0.0311686 | Time: 4300.08 ms
[2021-01-14 14:16:04 main:574] : INFO : Epoch 1661 | loss: 0.031143 | val_loss: 0.0311712 | Time: 4392.78 ms
[2021-01-14 14:16:09 main:574] : INFO : Epoch 1662 | loss: 0.0311416 | val_loss: 0.0311699 | Time: 4091.12 ms
[2021-01-14 14:16:13 main:574] : INFO : Epoch 1663 | loss: 0.0311404 | val_loss: 0.0311693 | Time: 4155.43 ms
[2021-01-14 14:16:17 main:574] : INFO : Epoch 1664 | loss: 0.0311427 | val_loss: 0.0311677 | Time: 4349.71 ms
[2021-01-14 14:16:22 main:574] : INFO : Epoch 1665 | loss: 0.03114 | val_loss: 0.0311685 | Time: 4397.19 ms
[2021-01-14 14:16:26 main:574] : INFO : Epoch 1666 | loss: 0.0311422 | val_loss: 0.0311676 | Time: 3992.31 ms
[2021-01-14 14:16:30 main:574] : INFO : Epoch 1667 | loss: 0.0311416 | val_loss: 0.0311672 | Time: 4477.51 ms
[2021-01-14 14:16:34 main:574] : INFO : Epoch 1668 | loss: 0.0311391 | val_loss: 0.0311679 | Time: 4198.58 ms
[2021-01-14 14:16:39 main:574] : INFO : Epoch 1669 | loss: 0.0311378 | val_loss: 0.0311699 | Time: 4119.22 ms
[2021-01-14 14:16:43 main:574] : INFO : Epoch 1670 | loss: 0.0311384 | val_loss: 0.0311695 | Time: 4171.72 ms
[2021-01-14 14:16:47 main:574] : INFO : Epoch 1671 | loss: 0.0311412 | val_loss: 0.0311667 | Time: 4401.73 ms
[2021-01-14 14:16:52 main:574] : INFO : Epoch 1672 | loss: 0.031141 | val_loss: 0.0311691 | Time: 4441.73 ms
[2021-01-14 14:16:56 main:574] : INFO : Epoch 1673 | loss: 0.031138 | val_loss: 0.0311691 | Time: 4169.49 ms
[2021-01-14 14:17:00 main:574] : INFO : Epoch 1674 | loss: 0.0311385 | val_loss: 0.031169 | Time: 4074.98 ms
[2021-01-14 14:17:05 main:574] : INFO : Epoch 1675 | loss: 0.0311439 | val_loss: 0.0311837 | Time: 4325.17 ms
[2021-01-14 14:17:09 main:574] : INFO : Epoch 1676 | loss: 0.0311375 | val_loss: 0.0311763 | Time: 4170.61 ms
[2021-01-14 14:17:13 main:574] : INFO : Epoch 1677 | loss: 0.0311379 | val_loss: 0.031174 | Time: 4186.17 ms
[2021-01-14 14:17:17 main:574] : INFO : Epoch 1678 | loss: 0.0311455 | val_loss: 0.0311747 | Time: 4201.79 ms
[2021-01-14 14:17:22 main:574] : INFO : Epoch 1679 | loss: 0.0311375 | val_loss: 0.0311734 | Time: 4412.02 ms
[2021-01-14 14:17:26 main:574] : INFO : Epoch 1680 | loss: 0.0311386 | val_loss: 0.0311691 | Time: 3999.8 ms
[2021-01-14 14:17:30 main:574] : INFO : Epoch 1681 | loss: 0.0311366 | val_loss: 0.031172 | Time: 4316.49 ms
[2021-01-14 14:17:34 main:574] : INFO : Epoch 1682 | loss: 0.0311352 | val_loss: 0.0311705 | Time: 4329.69 ms
[2021-01-14 14:17:39 main:574] : INFO : Epoch 1683 | loss: 0.0311383 | val_loss: 0.0311704 | Time: 4163.79 ms
[2021-01-14 14:17:43 main:574] : INFO : Epoch 1684 | loss: 0.0311363 | val_loss: 0.0311684 | Time: 4180.94 ms
[2021-01-14 14:17:47 main:574] : INFO : Epoch 1685 | loss: 0.031137 | val_loss: 0.031167 | Time: 3989.35 ms
[2021-01-14 14:17:51 main:574] : INFO : Epoch 1686 | loss: 0.0311347 | val_loss: 0.0311715 | Time: 4318.54 ms
[2021-01-14 14:17:56 main:574] : INFO : Epoch 1687 | loss: 0.0311354 | val_loss: 0.0311694 | Time: 4143.5 ms
[2021-01-14 14:18:00 main:574] : INFO : Epoch 1688 | loss: 0.0311337 | val_loss: 0.0311817 | Time: 4334.97 ms
[2021-01-14 14:18:04 main:574] : INFO : Epoch 1689 | loss: 0.031145 | val_loss: 0.0311739 | Time: 4237.9 ms
[2021-01-14 14:18:08 main:574] : INFO : Epoch 1690 | loss: 0.0311436 | val_loss: 0.0311723 | Time: 4007.58 ms
[2021-01-14 14:18:12 main:574] : INFO : Epoch 1691 | loss: 0.0311377 | val_loss: 0.0311694 | Time: 4145.04 ms
[2021-01-14 14:18:16 main:574] : INFO : Epoch 1692 | loss: 0.0311351 | val_loss: 0.0311698 | Time: 3852.52 ms
[2021-01-14 14:18:21 main:574] : INFO : Epoch 1693 | loss: 0.0311329 | val_loss: 0.0311711 | Time: 4196.54 ms
[2021-01-14 14:18:25 main:574] : INFO : Epoch 1694 | loss: 0.0311342 | val_loss: 0.0311708 | Time: 4095.46 ms
[2021-01-14 14:18:29 main:574] : INFO : Epoch 1695 | loss: 0.0311346 | val_loss: 0.0311704 | Time: 4304.54 ms
[2021-01-14 14:18:33 main:574] : INFO : Epoch 1696 | loss: 0.0311333 | val_loss: 0.0311733 | Time: 4374.78 ms
[2021-01-14 14:18:38 main:574] : INFO : Epoch 1697 | loss: 0.0311353 | val_loss: 0.0311791 | Time: 4302.18 ms
[2021-01-14 14:18:42 main:574] : INFO : Epoch 1698 | loss: 0.0311364 | val_loss: 0.0311743 | Time: 4129.05 ms
[2021-01-14 14:18:47 main:574] : INFO : Epoch 1699 | loss: 0.0311422 | val_loss: 0.031178 | Time: 4368.53 ms
[2021-01-14 14:18:51 main:574] : INFO : Epoch 1700 | loss: 0.0311413 | val_loss: 0.031173 | Time: 4097.47 ms
[2021-01-14 14:18:55 main:574] : INFO : Epoch 1701 | loss: 0.0311349 | val_loss: 0.0311703 | Time: 4045.58 ms
[2021-01-14 14:18:59 main:574] : INFO : Epoch 1702 | loss: 0.0311353 | val_loss: 0.0311673 | Time: 4280.8 ms
[2021-01-14 14:19:03 main:574] : INFO : Epoch 1703 | loss: 0.031132 | val_loss: 0.0311704 | Time: 4253.32 ms
[2021-01-14 14:19:08 main:574] : INFO : Epoch 1704 | loss: 0.0311379 | val_loss: 0.0311818 | Time: 4380.35 ms
[2021-01-14 14:19:12 main:574] : INFO : Epoch 1705 | loss: 0.0311446 | val_loss: 0.0311802 | Time: 4096.46 ms
[2021-01-14 14:19:16 main:574] : INFO : Epoch 1706 | loss: 0.0311365 | val_loss: 0.0311715 | Time: 4235.82 ms
[2021-01-14 14:19:21 main:574] : INFO : Epoch 1707 | loss: 0.0311318 | val_loss: 0.031169 | Time: 4354.15 ms
[2021-01-14 14:19:25 main:574] : INFO : Epoch 1708 | loss: 0.0311305 | val_loss: 0.0311724 | Time: 4293.81 ms
[2021-01-14 14:19:29 main:574] : INFO : Epoch 1709 | loss: 0.0311317 | val_loss: 0.0311729 | Time: 4363.46 ms
[2021-01-14 14:19:34 main:574] : INFO : Epoch 1710 | loss: 0.03113 | val_loss: 0.0311724 | Time: 4094.31 ms
[2021-01-14 14:19:38 main:574] : INFO : Epoch 1711 | loss: 0.0311278 | val_loss: 0.0311699 | Time: 4154.97 ms
[2021-01-14 14:19:42 main:574] : INFO : Epoch 1712 | loss: 0.0311286 | val_loss: 0.0311743 | Time: 4305.34 ms
[2021-01-14 14:19:46 main:574] : INFO : Epoch 1713 | loss: 0.0311295 | val_loss: 0.0311714 | Time: 4309.61 ms
[2021-01-14 14:19:51 main:574] : INFO : Epoch 1714 | loss: 0.0311373 | val_loss: 0.0311685 | Time: 4246.6 ms
[2021-01-14 14:19:55 main:574] : INFO : Epoch 1715 | loss: 0.0311368 | val_loss: 0.0311685 | Time: 4151.16 ms
[2021-01-14 14:19:59 main:574] : INFO : Epoch 1716 | loss: 0.0311373 | val_loss: 0.0311825 | Time: 4363.25 ms
[2021-01-14 14:20:04 main:574] : INFO : Epoch 1717 | loss: 0.0311353 | val_loss: 0.0311695 | Time: 4260.18 ms
[2021-01-14 14:20:08 main:574] : INFO : Epoch 1718 | loss: 0.0311293 | val_loss: 0.0311747 | Time: 4071.85 ms
[2021-01-14 14:20:12 main:574] : INFO : Epoch 1719 | loss: 0.0311279 | val_loss: 0.0311714 | Time: 4147.7 ms
[2021-01-14 14:20:16 main:574] : INFO : Epoch 1720 | loss: 0.0311277 | val_loss: 0.0311702 | Time: 4361.8 ms
[2021-01-14 14:20:21 main:574] : INFO : Epoch 1721 | loss: 0.0311289 | val_loss: 0.0311676 | Time: 4374.25 ms
[2021-01-14 14:20:25 main:574] : INFO : Epoch 1722 | loss: 0.031133 | val_loss: 0.0311794 | Time: 4075.28 ms
[2021-01-14 14:20:29 main:574] : INFO : Epoch 1723 | loss: 0.0311352 | val_loss: 0.0311778 | Time: 4051.45 ms
[2021-01-14 14:20:33 main:574] : INFO : Epoch 1724 | loss: 0.0311355 | val_loss: 0.0311831 | Time: 4338.14 ms
[2021-01-14 14:20:38 main:574] : INFO : Epoch 1725 | loss: 0.0311348 | val_loss: 0.0311799 | Time: 4332.59 ms
[2021-01-14 14:20:42 main:574] : INFO : Epoch 1726 | loss: 0.0311316 | val_loss: 0.0311743 | Time: 4270.89 ms
[2021-01-14 14:20:47 main:574] : INFO : Epoch 1727 | loss: 0.0311293 | val_loss: 0.031172 | Time: 4438.89 ms
[2021-01-14 14:20:51 main:574] : INFO : Epoch 1728 | loss: 0.0311297 | val_loss: 0.0311721 | Time: 4370.47 ms
[2021-01-14 14:20:55 main:574] : INFO : Epoch 1729 | loss: 0.0311346 | val_loss: 0.0311747 | Time: 4204.45 ms
[2021-01-14 14:21:00 main:574] : INFO : Epoch 1730 | loss: 0.0311338 | val_loss: 0.0311654 | Time: 4288.87 ms
[2021-01-14 14:21:04 main:574] : INFO : Epoch 1731 | loss: 0.0311329 | val_loss: 0.0311703 | Time: 4376.53 ms
[2021-01-14 14:21:08 main:574] : INFO : Epoch 1732 | loss: 0.0311355 | val_loss: 0.0311679 | Time: 4316.18 ms
[2021-01-14 14:21:12 main:574] : INFO : Epoch 1733 | loss: 0.0311349 | val_loss: 0.0311702 | Time: 3954.83 ms
[2021-01-14 14:21:16 main:574] : INFO : Epoch 1734 | loss: 0.0311329 | val_loss: 0.031175 | Time: 4029.66 ms
[2021-01-14 14:21:21 main:574] : INFO : Epoch 1735 | loss: 0.0311323 | val_loss: 0.0311665 | Time: 4209.03 ms
[2021-01-14 14:21:25 main:574] : INFO : Epoch 1736 | loss: 0.0311304 | val_loss: 0.0311702 | Time: 4181.11 ms
[2021-01-14 14:21:29 main:574] : INFO : Epoch 1737 | loss: 0.0311343 | val_loss: 0.0311708 | Time: 4261.12 ms
[2021-01-14 14:21:34 main:574] : INFO : Epoch 1738 | loss: 0.0311292 | val_loss: 0.0311677 | Time: 4424.79 ms
[2021-01-14 14:21:38 main:574] : INFO : Epoch 1739 | loss: 0.0311317 | val_loss: 0.0311682 | Time: 4370.68 ms
[2021-01-14 14:21:42 main:574] : INFO : Epoch 1740 | loss: 0.0311338 | val_loss: 0.0311712 | Time: 4277.31 ms
[2021-01-14 14:21:47 main:574] : INFO : Epoch 1741 | loss: 0.031131 | val_loss: 0.0311683 | Time: 4335.08 ms
[2021-01-14 14:21:51 main:574] : INFO : Epoch 1742 | loss: 0.0311309 | val_loss: 0.0311705 | Time: 4453.67 ms
[2021-01-14 14:21:56 main:574] : INFO : Epoch 1743 | loss: 0.0311361 | val_loss: 0.0311664 | Time: 4183.35 ms
[2021-01-14 14:22:00 main:574] : INFO : Epoch 1744 | loss: 0.0311334 | val_loss: 0.0311766 | Time: 4059.69 ms
[2021-01-14 14:22:04 main:574] : INFO : Epoch 1745 | loss: 0.0311355 | val_loss: 0.0311728 | Time: 4351.53 ms
[2021-01-14 14:22:09 main:574] : INFO : Epoch 1746 | loss: 0.031131 | val_loss: 0.0311707 | Time: 4458.55 ms
[2021-01-14 14:22:13 main:574] : INFO : Epoch 1747 | loss: 0.0311312 | val_loss: 0.0311787 | Time: 4056.5 ms
[2021-01-14 14:22:17 main:574] : INFO : Epoch 1748 | loss: 0.03113 | val_loss: 0.0311675 | Time: 4356.77 ms
[2021-01-14 14:22:22 main:574] : INFO : Epoch 1749 | loss: 0.0311314 | val_loss: 0.0311699 | Time: 4265.24 ms
[2021-01-14 14:22:26 main:574] : INFO : Epoch 1750 | loss: 0.031132 | val_loss: 0.0311652 | Time: 4162.54 ms
[2021-01-14 14:22:30 main:574] : INFO : Epoch 1751 | loss: 0.0311384 | val_loss: 0.0311665 | Time: 4243.23 ms
[2021-01-14 14:22:34 main:574] : INFO : Epoch 1752 | loss: 0.0311332 | val_loss: 0.031165 | Time: 4202.9 ms
[2021-01-14 14:22:39 main:574] : INFO : Epoch 1753 | loss: 0.0311304 | val_loss: 0.031166 | Time: 4438.2 ms
[2021-01-14 14:22:43 main:574] : INFO : Epoch 1754 | loss: 0.0311314 | val_loss: 0.0311667 | Time: 4266.59 ms
[2021-01-14 14:22:47 main:574] : INFO : Epoch 1755 | loss: 0.0311258 | val_loss: 0.0311703 | Time: 4299.13 ms
[2021-01-14 14:22:52 main:574] : INFO : Epoch 1756 | loss: 0.0311254 | val_loss: 0.0311701 | Time: 4340.5 ms
[2021-01-14 14:22:56 main:574] : INFO : Epoch 1757 | loss: 0.0311266 | val_loss: 0.0311729 | Time: 4108.72 ms
[2021-01-14 14:23:00 main:574] : INFO : Epoch 1758 | loss: 0.0311272 | val_loss: 0.0311706 | Time: 4230.37 ms
[2021-01-14 14:23:05 main:574] : INFO : Epoch 1759 | loss: 0.0311273 | val_loss: 0.0311663 | Time: 4245.87 ms
[2021-01-14 14:23:09 main:574] : INFO : Epoch 1760 | loss: 0.0311279 | val_loss: 0.0311669 | Time: 4334.31 ms
[2021-01-14 14:23:13 main:574] : INFO : Epoch 1761 | loss: 0.0311264 | val_loss: 0.0311692 | Time: 4053.97 ms
[2021-01-14 14:23:17 main:574] : INFO : Epoch 1762 | loss: 0.0311295 | val_loss: 0.0311692 | Time: 4309.23 ms
[2021-01-14 14:23:22 main:574] : INFO : Epoch 1763 | loss: 0.0311293 | val_loss: 0.031169 | Time: 4237.24 ms
[2021-01-14 14:23:26 main:574] : INFO : Epoch 1764 | loss: 0.0311267 | val_loss: 0.0311678 | Time: 4275.37 ms
[2021-01-14 14:23:30 main:574] : INFO : Epoch 1765 | loss: 0.0311274 | val_loss: 0.0311716 | Time: 4376.81 ms
[2021-01-14 14:23:35 main:574] : INFO : Epoch 1766 | loss: 0.0311354 | val_loss: 0.0311654 | Time: 4139.13 ms
[2021-01-14 14:23:39 main:574] : INFO : Epoch 1767 | loss: 0.0311315 | val_loss: 0.0311657 | Time: 4277.63 ms
[2021-01-14 14:23:43 main:574] : INFO : Epoch 1768 | loss: 0.0311259 | val_loss: 0.0311703 | Time: 4220.96 ms
[2021-01-14 14:23:48 main:574] : INFO : Epoch 1769 | loss: 0.0311259 | val_loss: 0.0311706 | Time: 4269.58 ms
[2021-01-14 14:23:52 main:574] : INFO : Epoch 1770 | loss: 0.0311246 | val_loss: 0.0311745 | Time: 4301.92 ms
[2021-01-14 14:23:56 main:574] : INFO : Epoch 1771 | loss: 0.0311231 | val_loss: 0.0311656 | Time: 4166.66 ms
[2021-01-14 14:24:00 main:574] : INFO : Epoch 1772 | loss: 0.031123 | val_loss: 0.0311704 | Time: 4270.66 ms
[2021-01-14 14:24:04 main:574] : INFO : Epoch 1773 | loss: 0.0311412 | val_loss: 0.0311762 | Time: 3879.09 ms
[2021-01-14 14:24:09 main:574] : INFO : Epoch 1774 | loss: 0.0311364 | val_loss: 0.0311683 | Time: 4325.34 ms
[2021-01-14 14:24:13 main:574] : INFO : Epoch 1775 | loss: 0.0311325 | val_loss: 0.0311647 | Time: 4000.27 ms
[2021-01-14 14:24:17 main:574] : INFO : Epoch 1776 | loss: 0.03113 | val_loss: 0.0311732 | Time: 4262.55 ms
[2021-01-14 14:24:21 main:574] : INFO : Epoch 1777 | loss: 0.0311416 | val_loss: 0.0311606 | Time: 4217.9 ms
[2021-01-14 14:24:25 main:574] : INFO : Epoch 1778 | loss: 0.0311339 | val_loss: 0.0311631 | Time: 3952.39 ms
[2021-01-14 14:24:29 main:574] : INFO : Epoch 1779 | loss: 0.031131 | val_loss: 0.031164 | Time: 3864.95 ms
[2021-01-14 14:24:34 main:574] : INFO : Epoch 1780 | loss: 0.0311294 | val_loss: 0.0311632 | Time: 4342.96 ms
[2021-01-14 14:24:38 main:574] : INFO : Epoch 1781 | loss: 0.0311255 | val_loss: 0.0311665 | Time: 4317.85 ms
[2021-01-14 14:24:42 main:574] : INFO : Epoch 1782 | loss: 0.0311256 | val_loss: 0.0311653 | Time: 4226.43 ms
[2021-01-14 14:24:47 main:574] : INFO : Epoch 1783 | loss: 0.031123 | val_loss: 0.0311637 | Time: 4302.96 ms
[2021-01-14 14:24:51 main:574] : INFO : Epoch 1784 | loss: 0.0311226 | val_loss: 0.0311611 | Time: 4297.45 ms
[2021-01-14 14:24:55 main:574] : INFO : Epoch 1785 | loss: 0.0311219 | val_loss: 0.0311655 | Time: 4493.66 ms
[2021-01-14 14:25:00 main:574] : INFO : Epoch 1786 | loss: 0.0311214 | val_loss: 0.0311645 | Time: 4066.64 ms
[2021-01-14 14:25:04 main:574] : INFO : Epoch 1787 | loss: 0.0311196 | val_loss: 0.0311656 | Time: 4368.84 ms
[2021-01-14 14:25:08 main:574] : INFO : Epoch 1788 | loss: 0.0311243 | val_loss: 0.0311672 | Time: 4278.44 ms
[2021-01-14 14:25:13 main:574] : INFO : Epoch 1789 | loss: 0.0311233 | val_loss: 0.0311674 | Time: 4174.95 ms
[2021-01-14 14:25:17 main:574] : INFO : Epoch 1790 | loss: 0.0311256 | val_loss: 0.0311678 | Time: 4248.82 ms
[2021-01-14 14:25:21 main:574] : INFO : Epoch 1791 | loss: 0.0311272 | val_loss: 0.0311624 | Time: 4235.8 ms
[2021-01-14 14:25:26 main:574] : INFO : Epoch 1792 | loss: 0.0311261 | val_loss: 0.0311619 | Time: 4317.63 ms
[2021-01-14 14:25:30 main:574] : INFO : Epoch 1793 | loss: 0.0311208 | val_loss: 0.0311631 | Time: 4150.19 ms
[2021-01-14 14:25:34 main:574] : INFO : Epoch 1794 | loss: 0.0311196 | val_loss: 0.0311635 | Time: 4275.56 ms
[2021-01-14 14:25:39 main:574] : INFO : Epoch 1795 | loss: 0.0311189 | val_loss: 0.0311708 | Time: 4292.33 ms
[2021-01-14 14:25:43 main:574] : INFO : Epoch 1796 | loss: 0.0311197 | val_loss: 0.0311669 | Time: 4123.57 ms
[2021-01-14 14:25:47 main:574] : INFO : Epoch 1797 | loss: 0.0311199 | val_loss: 0.031163 | Time: 4085.4 ms
[2021-01-14 14:25:51 main:574] : INFO : Epoch 1798 | loss: 0.031122 | val_loss: 0.0311666 | Time: 4212.79 ms
[2021-01-14 14:25:55 main:574] : INFO : Epoch 1799 | loss: 0.031122 | val_loss: 0.0311681 | Time: 4239.98 ms
[2021-01-14 14:26:00 main:574] : INFO : Epoch 1800 | loss: 0.0311235 | val_loss: 0.0311657 | Time: 4221.48 ms
[2021-01-14 14:26:04 main:574] : INFO : Epoch 1801 | loss: 0.0311251 | val_loss: 0.0311683 | Time: 4297.99 ms
[2021-01-14 14:26:08 main:574] : INFO : Epoch 1802 | loss: 0.0311202 | val_loss: 0.0311659 | Time: 4328.47 ms
[2021-01-14 14:26:13 main:574] : INFO : Epoch 1803 | loss: 0.0311203 | val_loss: 0.0311722 | Time: 4097.97 ms
[2021-01-14 14:26:17 main:574] : INFO : Epoch 1804 | loss: 0.0311223 | val_loss: 0.031169 | Time: 4146.58 ms
[2021-01-14 14:26:21 main:574] : INFO : Epoch 1805 | loss: 0.0311224 | val_loss: 0.0311715 | Time: 4288.37 ms
[2021-01-14 14:26:25 main:574] : INFO : Epoch 1806 | loss: 0.0311259 | val_loss: 0.0311637 | Time: 4306.75 ms
[2021-01-14 14:26:30 main:574] : INFO : Epoch 1807 | loss: 0.0311209 | val_loss: 0.031172 | Time: 4205.36 ms
[2021-01-14 14:26:34 main:574] : INFO : Epoch 1808 | loss: 0.0311215 | val_loss: 0.0311702 | Time: 4350.38 ms
[2021-01-14 14:26:38 main:574] : INFO : Epoch 1809 | loss: 0.0311195 | val_loss: 0.0311703 | Time: 4003.42 ms
[2021-01-14 14:26:42 main:574] : INFO : Epoch 1810 | loss: 0.0311177 | val_loss: 0.0311761 | Time: 4278.3 ms
[2021-01-14 14:26:47 main:574] : INFO : Epoch 1811 | loss: 0.0311242 | val_loss: 0.0311738 | Time: 4307.88 ms
[2021-01-14 14:26:51 main:574] : INFO : Epoch 1812 | loss: 0.0311226 | val_loss: 0.0311679 | Time: 4283.92 ms
[2021-01-14 14:26:56 main:574] : INFO : Epoch 1813 | loss: 0.0311219 | val_loss: 0.0311754 | Time: 4430.88 ms
[2021-01-14 14:27:00 main:574] : INFO : Epoch 1814 | loss: 0.0311217 | val_loss: 0.0311646 | Time: 4201.46 ms
[2021-01-14 14:27:04 main:574] : INFO : Epoch 1815 | loss: 0.0311195 | val_loss: 0.0311679 | Time: 4211.78 ms
[2021-01-14 14:27:08 main:574] : INFO : Epoch 1816 | loss: 0.0311218 | val_loss: 0.0311677 | Time: 4236.59 ms
[2021-01-14 14:27:13 main:574] : INFO : Epoch 1817 | loss: 0.0311167 | val_loss: 0.0311726 | Time: 4170.97 ms
[2021-01-14 14:27:17 main:574] : INFO : Epoch 1818 | loss: 0.0311201 | val_loss: 0.0311702 | Time: 4194.33 ms
[2021-01-14 14:27:21 main:574] : INFO : Epoch 1819 | loss: 0.0311203 | val_loss: 0.0311704 | Time: 4154.51 ms
[2021-01-14 14:27:25 main:574] : INFO : Epoch 1820 | loss: 0.0311181 | val_loss: 0.0311719 | Time: 4178.05 ms
[2021-01-14 14:27:30 main:574] : INFO : Epoch 1821 | loss: 0.0311167 | val_loss: 0.0311709 | Time: 4220.53 ms
[2021-01-14 14:27:34 main:574] : INFO : Epoch 1822 | loss: 0.0311186 | val_loss: 0.0311708 | Time: 4351.53 ms
[2021-01-14 14:27:38 main:574] : INFO : Epoch 1823 | loss: 0.031119 | val_loss: 0.0311704 | Time: 4289.55 ms
[2021-01-14 14:27:43 main:574] : INFO : Epoch 1824 | loss: 0.0311166 | val_loss: 0.0311716 | Time: 4309.89 ms
[2021-01-14 14:27:47 main:574] : INFO : Epoch 1825 | loss: 0.0311154 | val_loss: 0.0311726 | Time: 4174.22 ms
[2021-01-14 14:27:51 main:574] : INFO : Epoch 1826 | loss: 0.031121 | val_loss: 0.0311676 | Time: 4399.62 ms
[2021-01-14 14:27:56 main:574] : INFO : Epoch 1827 | loss: 0.0311209 | val_loss: 0.0311742 | Time: 4142.73 ms
[2021-01-14 14:28:00 main:574] : INFO : Epoch 1828 | loss: 0.0311191 | val_loss: 0.0311647 | Time: 4050.17 ms
[2021-01-14 14:28:04 main:574] : INFO : Epoch 1829 | loss: 0.0311188 | val_loss: 0.0311869 | Time: 4333.46 ms
[2021-01-14 14:28:09 main:574] : INFO : Epoch 1830 | loss: 0.0311194 | val_loss: 0.0311689 | Time: 4371.88 ms
[2021-01-14 14:28:13 main:574] : INFO : Epoch 1831 | loss: 0.0311179 | val_loss: 0.0311676 | Time: 4202.52 ms
[2021-01-14 14:28:17 main:574] : INFO : Epoch 1832 | loss: 0.0311173 | val_loss: 0.0311706 | Time: 4251.56 ms
[2021-01-14 14:28:21 main:574] : INFO : Epoch 1833 | loss: 0.0311214 | val_loss: 0.0311727 | Time: 4303.36 ms
[2021-01-14 14:28:26 main:574] : INFO : Epoch 1834 | loss: 0.0311167 | val_loss: 0.0311708 | Time: 4314.7 ms
[2021-01-14 14:28:30 main:574] : INFO : Epoch 1835 | loss: 0.0311172 | val_loss: 0.0311722 | Time: 4201.55 ms
[2021-01-14 14:28:35 main:574] : INFO : Epoch 1836 | loss: 0.0311161 | val_loss: 0.0311719 | Time: 4475.94 ms
[2021-01-14 14:28:39 main:574] : INFO : Epoch 1837 | loss: 0.0311176 | val_loss: 0.0311853 | Time: 4248.76 ms
[2021-01-14 14:28:43 main:574] : INFO : Epoch 1838 | loss: 0.0311187 | val_loss: 0.0311729 | Time: 4373.86 ms
[2021-01-14 14:28:48 main:574] : INFO : Epoch 1839 | loss: 0.0311145 | val_loss: 0.0311737 | Time: 4188.07 ms
[2021-01-14 14:28:52 main:574] : INFO : Epoch 1840 | loss: 0.0311154 | val_loss: 0.0311796 | Time: 4360.85 ms
[2021-01-14 14:28:56 main:574] : INFO : Epoch 1841 | loss: 0.0311206 | val_loss: 0.031176 | Time: 4352.7 ms
[2021-01-14 14:29:01 main:574] : INFO : Epoch 1842 | loss: 0.0311245 | val_loss: 0.0311694 | Time: 4193.63 ms
[2021-01-14 14:29:05 main:574] : INFO : Epoch 1843 | loss: 0.0311209 | val_loss: 0.03117 | Time: 4228.16 ms
[2021-01-14 14:29:09 main:574] : INFO : Epoch 1844 | loss: 0.0311237 | val_loss: 0.0311681 | Time: 4305.61 ms
[2021-01-14 14:29:14 main:574] : INFO : Epoch 1845 | loss: 0.0311193 | val_loss: 0.0311765 | Time: 4316.24 ms
[2021-01-14 14:29:18 main:574] : INFO : Epoch 1846 | loss: 0.0311158 | val_loss: 0.0311702 | Time: 4257.93 ms
[2021-01-14 14:29:22 main:574] : INFO : Epoch 1847 | loss: 0.0311183 | val_loss: 0.0311747 | Time: 4267.02 ms
[2021-01-14 14:29:27 main:574] : INFO : Epoch 1848 | loss: 0.0311154 | val_loss: 0.0311714 | Time: 4364.23 ms
[2021-01-14 14:29:31 main:574] : INFO : Epoch 1849 | loss: 0.0311145 | val_loss: 0.0311691 | Time: 4084.72 ms
[2021-01-14 14:29:35 main:574] : INFO : Epoch 1850 | loss: 0.0311179 | val_loss: 0.0311884 | Time: 4094.15 ms
[2021-01-14 14:29:39 main:574] : INFO : Epoch 1851 | loss: 0.031116 | val_loss: 0.0311819 | Time: 4411.88 ms
[2021-01-14 14:29:44 main:574] : INFO : Epoch 1852 | loss: 0.0311223 | val_loss: 0.0311844 | Time: 4322.21 ms
[2021-01-14 14:29:48 main:574] : INFO : Epoch 1853 | loss: 0.0311218 | val_loss: 0.0311663 | Time: 4148.91 ms
[2021-01-14 14:29:52 main:574] : INFO : Epoch 1854 | loss: 0.0311176 | val_loss: 0.0311737 | Time: 4420.7 ms
[2021-01-14 14:29:57 main:574] : INFO : Epoch 1855 | loss: 0.0311159 | val_loss: 0.0311739 | Time: 4232.7 ms
[2021-01-14 14:30:01 main:574] : INFO : Epoch 1856 | loss: 0.0311172 | val_loss: 0.0311697 | Time: 4225.35 ms
[2021-01-14 14:30:05 main:574] : INFO : Epoch 1857 | loss: 0.0311214 | val_loss: 0.0311895 | Time: 4270.11 ms
[2021-01-14 14:30:10 main:574] : INFO : Epoch 1858 | loss: 0.031117 | val_loss: 0.0311734 | Time: 4331.97 ms
[2021-01-14 14:30:14 main:574] : INFO : Epoch 1859 | loss: 0.0311198 | val_loss: 0.0311672 | Time: 4296.15 ms
[2021-01-14 14:30:18 main:574] : INFO : Epoch 1860 | loss: 0.0311183 | val_loss: 0.0311686 | Time: 4253.94 ms
[2021-01-14 14:30:23 main:574] : INFO : Epoch 1861 | loss: 0.0311176 | val_loss: 0.0311674 | Time: 4266.91 ms
[2021-01-14 14:30:27 main:574] : INFO : Epoch 1862 | loss: 0.0311216 | val_loss: 0.0311696 | Time: 4305.91 ms
[2021-01-14 14:30:31 main:574] : INFO : Epoch 1863 | loss: 0.0311185 | val_loss: 0.0311691 | Time: 3993.6 ms
[2021-01-14 14:30:35 main:574] : INFO : Epoch 1864 | loss: 0.031116 | val_loss: 0.031168 | Time: 4339.35 ms
[2021-01-14 14:30:40 main:574] : INFO : Epoch 1865 | loss: 0.0311163 | val_loss: 0.0311724 | Time: 4435.58 ms
[2021-01-14 14:30:44 main:574] : INFO : Epoch 1866 | loss: 0.0311191 | val_loss: 0.0311683 | Time: 4402.56 ms
[2021-01-14 14:30:49 main:574] : INFO : Epoch 1867 | loss: 0.0311237 | val_loss: 0.0311758 | Time: 4251.14 ms
[2021-01-14 14:30:53 main:574] : INFO : Epoch 1868 | loss: 0.0311163 | val_loss: 0.0311701 | Time: 4292.27 ms
[2021-01-14 14:30:58 main:574] : INFO : Epoch 1869 | loss: 0.0311151 | val_loss: 0.0311668 | Time: 4381.5 ms
[2021-01-14 14:31:02 main:574] : INFO : Epoch 1870 | loss: 0.0311155 | val_loss: 0.0311725 | Time: 3978.82 ms
[2021-01-14 14:31:06 main:574] : INFO : Epoch 1871 | loss: 0.0311151 | val_loss: 0.0311694 | Time: 4232.89 ms
[2021-01-14 14:31:10 main:574] : INFO : Epoch 1872 | loss: 0.0311115 | val_loss: 0.0311758 | Time: 4423.33 ms
[2021-01-14 14:31:15 main:574] : INFO : Epoch 1873 | loss: 0.0311171 | val_loss: 0.0311704 | Time: 4333.72 ms
[2021-01-14 14:31:19 main:574] : INFO : Epoch 1874 | loss: 0.0311197 | val_loss: 0.0311733 | Time: 4153.53 ms
[2021-01-14 14:31:23 main:574] : INFO : Epoch 1875 | loss: 0.0311234 | val_loss: 0.0311723 | Time: 4307.46 ms
[2021-01-14 14:31:27 main:574] : INFO : Epoch 1876 | loss: 0.0311247 | val_loss: 0.0311662 | Time: 4219.97 ms
[2021-01-14 14:31:32 main:574] : INFO : Epoch 1877 | loss: 0.0311225 | val_loss: 0.031173 | Time: 4144.54 ms
[2021-01-14 14:31:36 main:574] : INFO : Epoch 1878 | loss: 0.0311234 | val_loss: 0.0311719 | Time: 4230.3 ms
[2021-01-14 14:31:40 main:574] : INFO : Epoch 1879 | loss: 0.0311245 | val_loss: 0.0311708 | Time: 4314.49 ms
[2021-01-14 14:31:45 main:574] : INFO : Epoch 1880 | loss: 0.0311248 | val_loss: 0.0311697 | Time: 4401.54 ms
[2021-01-14 14:31:49 main:574] : INFO : Epoch 1881 | loss: 0.03112 | val_loss: 0.0311711 | Time: 4219.46 ms
[2021-01-14 14:31:53 main:574] : INFO : Epoch 1882 | loss: 0.0311197 | val_loss: 0.0311692 | Time: 4325.44 ms
[2021-01-14 14:31:58 main:574] : INFO : Epoch 1883 | loss: 0.0311194 | val_loss: 0.0311685 | Time: 4303.47 ms
[2021-01-14 14:32:02 main:574] : INFO : Epoch 1884 | loss: 0.0311175 | val_loss: 0.0311748 | Time: 4090.41 ms
[2021-01-14 14:32:06 main:574] : INFO : Epoch 1885 | loss: 0.0311282 | val_loss: 0.0311877 | Time: 4192.58 ms
[2021-01-14 14:32:10 main:574] : INFO : Epoch 1886 | loss: 0.0311242 | val_loss: 0.0311973 | Time: 4114.45 ms
[2021-01-14 14:32:14 main:574] : INFO : Epoch 1887 | loss: 0.0311193 | val_loss: 0.0311758 | Time: 4099.51 ms
[2021-01-14 14:32:19 main:574] : INFO : Epoch 1888 | loss: 0.0311157 | val_loss: 0.0311663 | Time: 4248.11 ms
[2021-01-14 14:32:23 main:574] : INFO : Epoch 1889 | loss: 0.0311149 | val_loss: 0.0311718 | Time: 4324.12 ms
[2021-01-14 14:32:27 main:574] : INFO : Epoch 1890 | loss: 0.0311143 | val_loss: 0.031169 | Time: 4295.47 ms
[2021-01-14 14:32:32 main:574] : INFO : Epoch 1891 | loss: 0.0311163 | val_loss: 0.0311748 | Time: 4091.59 ms
[2021-01-14 14:32:36 main:574] : INFO : Epoch 1892 | loss: 0.031115 | val_loss: 0.0311748 | Time: 4333.62 ms
[2021-01-14 14:32:40 main:574] : INFO : Epoch 1893 | loss: 0.0311166 | val_loss: 0.0311715 | Time: 4218.83 ms
[2021-01-14 14:32:45 main:574] : INFO : Epoch 1894 | loss: 0.0311215 | val_loss: 0.0311689 | Time: 4414.74 ms
[2021-01-14 14:32:49 main:574] : INFO : Epoch 1895 | loss: 0.031118 | val_loss: 0.0311741 | Time: 4031.8 ms
[2021-01-14 14:32:53 main:574] : INFO : Epoch 1896 | loss: 0.0311183 | val_loss: 0.0311713 | Time: 4300.56 ms
[2021-01-14 14:32:58 main:574] : INFO : Epoch 1897 | loss: 0.0311199 | val_loss: 0.0311673 | Time: 4310.9 ms
[2021-01-14 14:33:02 main:574] : INFO : Epoch 1898 | loss: 0.0311351 | val_loss: 0.0311625 | Time: 4177.15 ms
[2021-01-14 14:33:06 main:574] : INFO : Epoch 1899 | loss: 0.0311314 | val_loss: 0.031168 | Time: 4213.41 ms
[2021-01-14 14:33:10 main:574] : INFO : Epoch 1900 | loss: 0.0311237 | val_loss: 0.0311658 | Time: 4306.22 ms
[2021-01-14 14:33:15 main:574] : INFO : Epoch 1901 | loss: 0.031121 | val_loss: 0.0311657 | Time: 4332.35 ms
[2021-01-14 14:33:19 main:574] : INFO : Epoch 1902 | loss: 0.0311201 | val_loss: 0.0311652 | Time: 4179.6 ms
[2021-01-14 14:33:23 main:574] : INFO : Epoch 1903 | loss: 0.0311179 | val_loss: 0.0311645 | Time: 4292.31 ms
[2021-01-14 14:33:28 main:574] : INFO : Epoch 1904 | loss: 0.0311158 | val_loss: 0.0311726 | Time: 4322.49 ms
[2021-01-14 14:33:32 main:574] : INFO : Epoch 1905 | loss: 0.0311194 | val_loss: 0.0311615 | Time: 4031.24 ms
[2021-01-14 14:33:36 main:574] : INFO : Epoch 1906 | loss: 0.031118 | val_loss: 0.0311685 | Time: 4316.29 ms
[2021-01-14 14:33:40 main:574] : INFO : Epoch 1907 | loss: 0.0311168 | val_loss: 0.031161 | Time: 4275.5 ms
[2021-01-14 14:33:45 main:574] : INFO : Epoch 1908 | loss: 0.0311196 | val_loss: 0.0311647 | Time: 4281.95 ms
[2021-01-14 14:33:49 main:574] : INFO : Epoch 1909 | loss: 0.0311231 | val_loss: 0.0311651 | Time: 4303.01 ms
[2021-01-14 14:33:53 main:574] : INFO : Epoch 1910 | loss: 0.0311203 | val_loss: 0.0311634 | Time: 4233.63 ms
[2021-01-14 14:33:58 main:574] : INFO : Epoch 1911 | loss: 0.0311164 | val_loss: 0.0311684 | Time: 4281.44 ms
[2021-01-14 14:34:02 main:574] : INFO : Epoch 1912 | loss: 0.0311179 | val_loss: 0.0311696 | Time: 4331.73 ms
[2021-01-14 14:34:06 main:574] : INFO : Epoch 1913 | loss: 0.031115 | val_loss: 0.0311649 | Time: 4177.87 ms
[2021-01-14 14:34:11 main:574] : INFO : Epoch 1914 | loss: 0.0311168 | val_loss: 0.0311729 | Time: 4222.84 ms
[2021-01-14 14:34:15 main:574] : INFO : Epoch 1915 | loss: 0.0311165 | val_loss: 0.0311706 | Time: 4437.19 ms
[2021-01-14 14:34:20 main:574] : INFO : Epoch 1916 | loss: 0.0311194 | val_loss: 0.0311775 | Time: 4253.61 ms
[2021-01-14 14:34:24 main:574] : INFO : Epoch 1917 | loss: 0.031116 | val_loss: 0.0311649 | Time: 4426.63 ms
[2021-01-14 14:34:28 main:574] : INFO : Epoch 1918 | loss: 0.0311107 | val_loss: 0.0311719 | Time: 4295.44 ms
[2021-01-14 14:34:33 main:574] : INFO : Epoch 1919 | loss: 0.0311109 | val_loss: 0.0311745 | Time: 4147.74 ms
[2021-01-14 14:34:37 main:574] : INFO : Epoch 1920 | loss: 0.0311186 | val_loss: 0.031182 | Time: 4412.02 ms
[2021-01-14 14:34:41 main:574] : INFO : Epoch 1921 | loss: 0.0311283 | val_loss: 0.0311744 | Time: 4281.1 ms
[2021-01-14 14:34:46 main:574] : INFO : Epoch 1922 | loss: 0.031118 | val_loss: 0.0311658 | Time: 4292.58 ms
[2021-01-14 14:34:50 main:574] : INFO : Epoch 1923 | loss: 0.0311132 | val_loss: 0.0311617 | Time: 4179.83 ms
[2021-01-14 14:34:54 main:574] : INFO : Epoch 1924 | loss: 0.0311132 | val_loss: 0.0311731 | Time: 4109.02 ms
[2021-01-14 14:34:59 main:574] : INFO : Epoch 1925 | loss: 0.0311168 | val_loss: 0.0311728 | Time: 4250.5 ms
[2021-01-14 14:35:03 main:574] : INFO : Epoch 1926 | loss: 0.0311203 | val_loss: 0.0311674 | Time: 4224.37 ms
[2021-01-14 14:35:07 main:574] : INFO : Epoch 1927 | loss: 0.0311181 | val_loss: 0.0311699 | Time: 4166.51 ms
[2021-01-14 14:35:11 main:574] : INFO : Epoch 1928 | loss: 0.0311184 | val_loss: 0.0311676 | Time: 4316.83 ms
[2021-01-14 14:35:16 main:574] : INFO : Epoch 1929 | loss: 0.0311178 | val_loss: 0.0311707 | Time: 4350.92 ms
[2021-01-14 14:35:20 main:574] : INFO : Epoch 1930 | loss: 0.0311154 | val_loss: 0.0311727 | Time: 4050.37 ms
[2021-01-14 14:35:24 main:574] : INFO : Epoch 1931 | loss: 0.0311117 | val_loss: 0.0311747 | Time: 4341.47 ms
[2021-01-14 14:35:29 main:574] : INFO : Epoch 1932 | loss: 0.0311129 | val_loss: 0.0311686 | Time: 4272.72 ms
[2021-01-14 14:35:33 main:574] : INFO : Epoch 1933 | loss: 0.0311147 | val_loss: 0.0311678 | Time: 4118.62 ms
[2021-01-14 14:35:37 main:574] : INFO : Epoch 1934 | loss: 0.0311157 | val_loss: 0.031177 | Time: 4229.4 ms
[2021-01-14 14:35:41 main:574] : INFO : Epoch 1935 | loss: 0.0311119 | val_loss: 0.0311722 | Time: 4223.21 ms
[2021-01-14 14:35:46 main:574] : INFO : Epoch 1936 | loss: 0.0311107 | val_loss: 0.0311737 | Time: 4300.8 ms
[2021-01-14 14:35:50 main:574] : INFO : Epoch 1937 | loss: 0.0311123 | val_loss: 0.0311704 | Time: 4108.28 ms
[2021-01-14 14:35:54 main:574] : INFO : Epoch 1938 | loss: 0.031113 | val_loss: 0.0311732 | Time: 4312.96 ms
[2021-01-14 14:35:59 main:574] : INFO : Epoch 1939 | loss: 0.0311124 | val_loss: 0.0311718 | Time: 4359.66 ms
[2021-01-14 14:36:03 main:574] : INFO : Epoch 1940 | loss: 0.0311133 | val_loss: 0.0311654 | Time: 4197.09 ms
[2021-01-14 14:36:07 main:574] : INFO : Epoch 1941 | loss: 0.0311105 | val_loss: 0.031175 | Time: 4103.96 ms
[2021-01-14 14:36:11 main:574] : INFO : Epoch 1942 | loss: 0.0311105 | val_loss: 0.0311731 | Time: 4099.48 ms
[2021-01-14 14:36:16 main:574] : INFO : Epoch 1943 | loss: 0.0311112 | val_loss: 0.0311747 | Time: 4282.34 ms
[2021-01-14 14:36:20 main:574] : INFO : Epoch 1944 | loss: 0.0311121 | val_loss: 0.0311701 | Time: 4320.27 ms
[2021-01-14 14:36:24 main:574] : INFO : Epoch 1945 | loss: 0.0311096 | val_loss: 0.0311786 | Time: 4288.72 ms
[2021-01-14 14:36:29 main:574] : INFO : Epoch 1946 | loss: 0.0311087 | val_loss: 0.0311747 | Time: 4310.5 ms
[2021-01-14 14:36:33 main:574] : INFO : Epoch 1947 | loss: 0.0311077 | val_loss: 0.0311741 | Time: 4194.16 ms
[2021-01-14 14:36:37 main:574] : INFO : Epoch 1948 | loss: 0.0311103 | val_loss: 0.031172 | Time: 4060.38 ms
[2021-01-14 14:36:41 main:574] : INFO : Epoch 1949 | loss: 0.0311156 | val_loss: 0.0311764 | Time: 4269.19 ms
[2021-01-14 14:36:46 main:574] : INFO : Epoch 1950 | loss: 0.0311265 | val_loss: 0.0311693 | Time: 4294.27 ms
[2021-01-14 14:36:50 main:574] : INFO : Epoch 1951 | loss: 0.0311288 | val_loss: 0.0311751 | Time: 4081.69 ms
[2021-01-14 14:36:54 main:574] : INFO : Epoch 1952 | loss: 0.0311404 | val_loss: 0.0311805 | Time: 4300.97 ms
[2021-01-14 14:36:58 main:574] : INFO : Epoch 1953 | loss: 0.0311271 | val_loss: 0.0311749 | Time: 4263.17 ms
[2021-01-14 14:37:03 main:574] : INFO : Epoch 1954 | loss: 0.0311211 | val_loss: 0.031178 | Time: 4411.58 ms
[2021-01-14 14:37:07 main:574] : INFO : Epoch 1955 | loss: 0.0311149 | val_loss: 0.0311704 | Time: 4176.07 ms
[2021-01-14 14:37:11 main:574] : INFO : Epoch 1956 | loss: 0.0311115 | val_loss: 0.0311763 | Time: 4257.5 ms
[2021-01-14 14:37:16 main:574] : INFO : Epoch 1957 | loss: 0.0311119 | val_loss: 0.0311784 | Time: 4372.13 ms
[2021-01-14 14:37:20 main:574] : INFO : Epoch 1958 | loss: 0.0311121 | val_loss: 0.0311712 | Time: 4165.38 ms
[2021-01-14 14:37:24 main:574] : INFO : Epoch 1959 | loss: 0.031108 | val_loss: 0.0311694 | Time: 4290.38 ms
[2021-01-14 14:37:29 main:574] : INFO : Epoch 1960 | loss: 0.0311081 | val_loss: 0.0311741 | Time: 4390.45 ms
[2021-01-14 14:37:33 main:574] : INFO : Epoch 1961 | loss: 0.0311096 | val_loss: 0.0311783 | Time: 4311.84 ms
[2021-01-14 14:37:37 main:574] : INFO : Epoch 1962 | loss: 0.0311142 | val_loss: 0.0311848 | Time: 4263.01 ms
[2021-01-14 14:37:42 main:574] : INFO : Epoch 1963 | loss: 0.031111 | val_loss: 0.0311704 | Time: 4258.17 ms
[2021-01-14 14:37:46 main:574] : INFO : Epoch 1964 | loss: 0.0311074 | val_loss: 0.0311709 | Time: 4342.9 ms
[2021-01-14 14:37:50 main:574] : INFO : Epoch 1965 | loss: 0.0311096 | val_loss: 0.0311792 | Time: 4225.35 ms
[2021-01-14 14:37:55 main:574] : INFO : Epoch 1966 | loss: 0.0311041 | val_loss: 0.0311706 | Time: 4232.17 ms
[2021-01-14 14:37:59 main:574] : INFO : Epoch 1967 | loss: 0.0311034 | val_loss: 0.0311714 | Time: 4072.76 ms
[2021-01-14 14:38:03 main:574] : INFO : Epoch 1968 | loss: 0.0311063 | val_loss: 0.0311765 | Time: 4283.86 ms
[2021-01-14 14:38:07 main:574] : INFO : Epoch 1969 | loss: 0.0311066 | val_loss: 0.0311719 | Time: 4133.22 ms
[2021-01-14 14:38:12 main:574] : INFO : Epoch 1970 | loss: 0.0311098 | val_loss: 0.0311669 | Time: 4258.17 ms
[2021-01-14 14:38:16 main:574] : INFO : Epoch 1971 | loss: 0.0311164 | val_loss: 0.031176 | Time: 4398.84 ms
[2021-01-14 14:38:20 main:574] : INFO : Epoch 1972 | loss: 0.0311155 | val_loss: 0.031168 | Time: 4051.63 ms
[2021-01-14 14:38:25 main:574] : INFO : Epoch 1973 | loss: 0.0311123 | val_loss: 0.031171 | Time: 4365.55 ms
[2021-01-14 14:38:29 main:574] : INFO : Epoch 1974 | loss: 0.031108 | val_loss: 0.0311729 | Time: 4275.71 ms
[2021-01-14 14:38:33 main:574] : INFO : Epoch 1975 | loss: 0.0311121 | val_loss: 0.031168 | Time: 4215.99 ms
[2021-01-14 14:38:37 main:574] : INFO : Epoch 1976 | loss: 0.0311109 | val_loss: 0.0311761 | Time: 4283.9 ms
[2021-01-14 14:38:42 main:574] : INFO : Epoch 1977 | loss: 0.0311148 | val_loss: 0.0311775 | Time: 4222.77 ms
[2021-01-14 14:38:46 main:574] : INFO : Epoch 1978 | loss: 0.0311082 | val_loss: 0.0311768 | Time: 4399.73 ms
[2021-01-14 14:38:50 main:574] : INFO : Epoch 1979 | loss: 0.0311265 | val_loss: 0.0311728 | Time: 4045.08 ms
[2021-01-14 14:38:55 main:574] : INFO : Epoch 1980 | loss: 0.0311249 | val_loss: 0.0311668 | Time: 4213.66 ms
[2021-01-14 14:38:59 main:574] : INFO : Epoch 1981 | loss: 0.0311204 | val_loss: 0.0311735 | Time: 4415.35 ms
[2021-01-14 14:39:03 main:574] : INFO : Epoch 1982 | loss: 0.0311232 | val_loss: 0.0311651 | Time: 4312.85 ms
[2021-01-14 14:39:07 main:574] : INFO : Epoch 1983 | loss: 0.0311228 | val_loss: 0.0311794 | Time: 3904.22 ms
[2021-01-14 14:39:12 main:574] : INFO : Epoch 1984 | loss: 0.0311175 | val_loss: 0.0311731 | Time: 4019.93 ms
[2021-01-14 14:39:16 main:574] : INFO : Epoch 1985 | loss: 0.0311129 | val_loss: 0.0311751 | Time: 4236.67 ms
[2021-01-14 14:39:20 main:574] : INFO : Epoch 1986 | loss: 0.0311102 | val_loss: 0.0311715 | Time: 4121.34 ms
[2021-01-14 14:39:24 main:574] : INFO : Epoch 1987 | loss: 0.0311111 | val_loss: 0.0311763 | Time: 3944.68 ms
[2021-01-14 14:39:28 main:574] : INFO : Epoch 1988 | loss: 0.0311093 | val_loss: 0.031172 | Time: 4230.84 ms
[2021-01-14 14:39:33 main:574] : INFO : Epoch 1989 | loss: 0.031109 | val_loss: 0.0311753 | Time: 4205.5 ms
[2021-01-14 14:39:37 main:574] : INFO : Epoch 1990 | loss: 0.0311062 | val_loss: 0.0311785 | Time: 4042.63 ms
[2021-01-14 14:39:41 main:574] : INFO : Epoch 1991 | loss: 0.0311081 | val_loss: 0.0311705 | Time: 4002.36 ms
[2021-01-14 14:39:45 main:574] : INFO : Epoch 1992 | loss: 0.0311132 | val_loss: 0.0311692 | Time: 4385.47 ms
[2021-01-14 14:39:50 main:574] : INFO : Epoch 1993 | loss: 0.0311131 | val_loss: 0.0311747 | Time: 4346.11 ms
[2021-01-14 14:39:54 main:574] : INFO : Epoch 1994 | loss: 0.0311115 | val_loss: 0.0311724 | Time: 4224.67 ms
[2021-01-14 14:39:58 main:574] : INFO : Epoch 1995 | loss: 0.0311154 | val_loss: 0.0311708 | Time: 4367.11 ms
[2021-01-14 14:40:03 main:574] : INFO : Epoch 1996 | loss: 0.0311175 | val_loss: 0.031173 | Time: 4260.92 ms
[2021-01-14 14:40:07 main:574] : INFO : Epoch 1997 | loss: 0.0311266 | val_loss: 0.0311744 | Time: 4086.35 ms
[2021-01-14 14:40:11 main:574] : INFO : Epoch 1998 | loss: 0.031121 | val_loss: 0.0311747 | Time: 4188.33 ms
[2021-01-14 14:40:15 main:574] : INFO : Epoch 1999 | loss: 0.0311156 | val_loss: 0.0311737 | Time: 4376.84 ms
[2021-01-14 14:40:20 main:574] : INFO : Epoch 2000 | loss: 0.0311133 | val_loss: 0.0311716 | Time: 4456.36 ms
[2021-01-14 14:40:24 main:574] : INFO : Epoch 2001 | loss: 0.0311132 | val_loss: 0.0311756 | Time: 4275.45 ms
[2021-01-14 14:40:28 main:574] : INFO : Epoch 2002 | loss: 0.0311129 | val_loss: 0.0311771 | Time: 4281.01 ms
[2021-01-14 14:40:33 main:574] : INFO : Epoch 2003 | loss: 0.0311116 | val_loss: 0.031178 | Time: 4214.4 ms
[2021-01-14 14:40:37 main:574] : INFO : Epoch 2004 | loss: 0.0311128 | val_loss: 0.0311655 | Time: 4109.19 ms
[2021-01-14 14:40:41 main:574] : INFO : Epoch 2005 | loss: 0.0311156 | val_loss: 0.0311742 | Time: 4385.09 ms
[2021-01-14 14:40:46 main:574] : INFO : Epoch 2006 | loss: 0.031116 | val_loss: 0.031171 | Time: 4116.59 ms
[2021-01-14 14:40:50 main:574] : INFO : Epoch 2007 | loss: 0.0311149 | val_loss: 0.0311722 | Time: 4239.95 ms
[2021-01-14 14:40:54 main:574] : INFO : Epoch 2008 | loss: 0.0311115 | val_loss: 0.0311688 | Time: 4195.48 ms
[2021-01-14 14:40:59 main:574] : INFO : Epoch 2009 | loss: 0.0311086 | val_loss: 0.0311756 | Time: 4324.05 ms
[2021-01-14 14:41:03 main:574] : INFO : Epoch 2010 | loss: 0.0311063 | val_loss: 0.0311711 | Time: 4433.54 ms
[2021-01-14 14:41:07 main:574] : INFO : Epoch 2011 | loss: 0.0311075 | val_loss: 0.031173 | Time: 4030.27 ms
[2021-01-14 14:41:11 main:574] : INFO : Epoch 2012 | loss: 0.0311097 | val_loss: 0.0311769 | Time: 4323.42 ms
[2021-01-14 14:41:16 main:574] : INFO : Epoch 2013 | loss: 0.0311065 | val_loss: 0.0311725 | Time: 4407.98 ms
[2021-01-14 14:41:20 main:574] : INFO : Epoch 2014 | loss: 0.0311117 | val_loss: 0.0311717 | Time: 4261.92 ms
[2021-01-14 14:41:24 main:574] : INFO : Epoch 2015 | loss: 0.0311123 | val_loss: 0.0311779 | Time: 4120.6 ms
[2021-01-14 14:41:29 main:574] : INFO : Epoch 2016 | loss: 0.0311117 | val_loss: 0.0311818 | Time: 4208.74 ms
[2021-01-14 14:41:33 main:574] : INFO : Epoch 2017 | loss: 0.031109 | val_loss: 0.0311734 | Time: 4326.46 ms
[2021-01-14 14:41:37 main:574] : INFO : Epoch 2018 | loss: 0.0311065 | val_loss: 0.0311816 | Time: 4121.11 ms
[2021-01-14 14:41:41 main:574] : INFO : Epoch 2019 | loss: 0.0311068 | val_loss: 0.0311733 | Time: 4249.87 ms
[2021-01-14 14:41:46 main:574] : INFO : Epoch 2020 | loss: 0.0311049 | val_loss: 0.0311763 | Time: 4400.48 ms
[2021-01-14 14:41:50 main:574] : INFO : Epoch 2021 | loss: 0.0311068 | val_loss: 0.0311745 | Time: 4186.1 ms
[2021-01-14 14:41:54 main:574] : INFO : Epoch 2022 | loss: 0.0311081 | val_loss: 0.0311705 | Time: 4144.4 ms
[2021-01-14 14:41:59 main:574] : INFO : Epoch 2023 | loss: 0.0311078 | val_loss: 0.0311757 | Time: 4469.77 ms
[2021-01-14 14:42:03 main:574] : INFO : Epoch 2024 | loss: 0.0311058 | val_loss: 0.0311679 | Time: 4105.58 ms
[2021-01-14 14:42:07 main:574] : INFO : Epoch 2025 | loss: 0.0311041 | val_loss: 0.0311769 | Time: 3960.13 ms
[2021-01-14 14:42:11 main:574] : INFO : Epoch 2026 | loss: 0.0311082 | val_loss: 0.0311768 | Time: 3861.11 ms
[2021-01-14 14:42:15 main:574] : INFO : Epoch 2027 | loss: 0.0311353 | val_loss: 0.031175 | Time: 3872.48 ms
[2021-01-14 14:42:19 main:574] : INFO : Epoch 2028 | loss: 0.0311257 | val_loss: 0.0311731 | Time: 3875.59 ms
[2021-01-14 14:42:22 main:574] : INFO : Epoch 2029 | loss: 0.0311218 | val_loss: 0.0311798 | Time: 3733.36 ms
[2021-01-14 14:42:26 main:574] : INFO : Epoch 2030 | loss: 0.0311311 | val_loss: 0.0311692 | Time: 3954.07 ms
[2021-01-14 14:42:30 main:574] : INFO : Epoch 2031 | loss: 0.0311284 | val_loss: 0.031167 | Time: 3745.51 ms
[2021-01-14 14:42:34 main:574] : INFO : Epoch 2032 | loss: 0.0311204 | val_loss: 0.0311702 | Time: 3904.18 ms
[2021-01-14 14:42:38 main:574] : INFO : Epoch 2033 | loss: 0.0311169 | val_loss: 0.0311691 | Time: 3872.33 ms
[2021-01-14 14:42:42 main:574] : INFO : Epoch 2034 | loss: 0.0311135 | val_loss: 0.0311717 | Time: 3812.14 ms
[2021-01-14 14:42:46 main:574] : INFO : Epoch 2035 | loss: 0.0311125 | val_loss: 0.0311726 | Time: 3951.4 ms
[2021-01-14 14:42:50 main:574] : INFO : Epoch 2036 | loss: 0.0311099 | val_loss: 0.0311676 | Time: 3845.91 ms
[2021-01-14 14:42:54 main:574] : INFO : Epoch 2037 | loss: 0.0311083 | val_loss: 0.0311715 | Time: 3893.53 ms
[2021-01-14 14:42:57 main:574] : INFO : Epoch 2038 | loss: 0.0311129 | val_loss: 0.0311668 | Time: 3713.8 ms
[2021-01-14 14:43:01 main:574] : INFO : Epoch 2039 | loss: 0.0311118 | val_loss: 0.0311693 | Time: 3878.35 ms
[2021-01-14 14:43:05 main:574] : INFO : Epoch 2040 | loss: 0.0311102 | val_loss: 0.0311672 | Time: 3841.17 ms
[2021-01-14 14:43:09 main:574] : INFO : Epoch 2041 | loss: 0.0311054 | val_loss: 0.0311769 | Time: 3896.66 ms
[2021-01-14 14:43:13 main:574] : INFO : Epoch 2042 | loss: 0.0311048 | val_loss: 0.0311701 | Time: 3871.64 ms
[2021-01-14 14:43:17 main:574] : INFO : Epoch 2043 | loss: 0.0311013 | val_loss: 0.0311793 | Time: 3783.3 ms
[2021-01-14 14:43:21 main:574] : INFO : Epoch 2044 | loss: 0.0311014 | val_loss: 0.0311713 | Time: 3959.08 ms
[2021-01-14 14:43:25 main:574] : INFO : Epoch 2045 | loss: 0.0311024 | val_loss: 0.0311747 | Time: 3859.95 ms
[2021-01-14 14:43:29 main:574] : INFO : Epoch 2046 | loss: 0.031106 | val_loss: 0.0311711 | Time: 3948.42 ms
[2021-01-14 14:43:33 main:574] : INFO : Epoch 2047 | loss: 0.0311079 | val_loss: 0.0311732 | Time: 3846.55 ms
[2021-01-14 14:43:36 main:574] : INFO : Epoch 2048 | loss: 0.031105 | val_loss: 0.0311724 | Time: 3816.28 ms
[2021-01-14 14:43:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311724
[2021-01-14 14:43:37 main:603] : INFO : Saving end state to config to file
[2021-01-14 14:43:37 main:608] : INFO : Success, exiting..
14:43:37 (9176): 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)