Task 3750750
| Name | ParityModified-1611091778-12064-3_0 |
| Workunit | 1928020 |
| Created | 21 Jan 2021, 16:28:05 UTC |
| Sent | 21 Jan 2021, 18:28:32 UTC |
| Report deadline | 28 Jan 2021, 18:28:32 UTC |
| Received | 21 Jan 2021, 22:31:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 18 min 3 sec |
| CPU time | 2 hours 54 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 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: 0.0311681 | val_loss: 0.0311748 | Time: 5667.35 ms
[2021-01-21 13:07:19 main:574] : INFO : Epoch 1543 | loss: 0.0311687 | val_loss: 0.0311741 | Time: 5811.92 ms
[2021-01-21 13:07:24 main:574] : INFO : Epoch 1544 | loss: 0.0311694 | val_loss: 0.0311754 | Time: 5689.91 ms
[2021-01-21 13:07:30 main:574] : INFO : Epoch 1545 | loss: 0.0311689 | val_loss: 0.031174 | Time: 5747.07 ms
[2021-01-21 13:07:36 main:574] : INFO : Epoch 1546 | loss: 0.0311694 | val_loss: 0.0311752 | Time: 5656.8 ms
[2021-01-21 13:07:42 main:574] : INFO : Epoch 1547 | loss: 0.0311681 | val_loss: 0.0311729 | Time: 5684.85 ms
[2021-01-21 13:07:48 main:574] : INFO : Epoch 1548 | loss: 0.0311675 | val_loss: 0.0311732 | Time: 5655.76 ms
[2021-01-21 13:07:53 main:574] : INFO : Epoch 1549 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 5660.18 ms
[2021-01-21 13:07:59 main:574] : INFO : Epoch 1550 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 5745.42 ms
[2021-01-21 13:08:05 main:574] : INFO : Epoch 1551 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 5713.63 ms
[2021-01-21 13:08:11 main:574] : INFO : Epoch 1552 | loss: 0.0311676 | val_loss: 0.0311761 | Time: 5686.68 ms
[2021-01-21 13:08:16 main:574] : INFO : Epoch 1553 | loss: 0.0311668 | val_loss: 0.0311746 | Time: 5669.27 ms
[2021-01-21 13:08:22 main:574] : INFO : Epoch 1554 | loss: 0.0311661 | val_loss: 0.0311747 | Time: 5653.41 ms
[2021-01-21 13:08:28 main:574] : INFO : Epoch 1555 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 5661.37 ms
[2021-01-21 13:08:34 main:574] : INFO : Epoch 1556 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 5714.5 ms
[2021-01-21 13:08:39 main:574] : INFO : Epoch 1557 | loss: 0.0311658 | val_loss: 0.0311801 | Time: 5681.49 ms
[2021-01-21 13:08:45 main:574] : INFO : Epoch 1558 | loss: 0.0311695 | val_loss: 0.0311787 | Time: 5672.38 ms
[2021-01-21 13:08:51 main:574] : INFO : Epoch 1559 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 5749.52 ms
[2021-01-21 13:08:57 main:574] : INFO : Epoch 1560 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 5761.79 ms
[2021-01-21 13:09:02 main:574] : INFO : Epoch 1561 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 5729.53 ms
[2021-01-21 13:09:08 main:574] : INFO : Epoch 1562 | loss: 0.0311669 | val_loss: 0.0311834 | Time: 5723.52 ms
[2021-01-21 13:09:14 main:574] : INFO : Epoch 1563 | loss: 0.0311687 | val_loss: 0.0311784 | Time: 5720.08 ms
[2021-01-21 13:09:20 main:574] : INFO : Epoch 1564 | loss: 0.0311674 | val_loss: 0.0311762 | Time: 5697.72 ms
[2021-01-21 13:09:26 main:574] : INFO : Epoch 1565 | loss: 0.0311674 | val_loss: 0.0311807 | Time: 5768.81 ms
[2021-01-21 13:09:31 main:574] : INFO : Epoch 1566 | loss: 0.0311682 | val_loss: 0.0311795 | Time: 5714.7 ms
[2021-01-21 13:09:37 main:574] : INFO : Epoch 1567 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 5730.14 ms
[2021-01-21 13:09:43 main:574] : INFO : Epoch 1568 | loss: 0.031166 | val_loss: 0.0311764 | Time: 5665.54 ms
[2021-01-21 13:09:49 main:574] : INFO : Epoch 1569 | loss: 0.0311677 | val_loss: 0.0311807 | Time: 5662.55 ms
[2021-01-21 13:09:54 main:574] : INFO : Epoch 1570 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 5654.57 ms
[2021-01-21 13:10:00 main:574] : INFO : Epoch 1571 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 5746.8 ms
[2021-01-21 13:10:06 main:574] : INFO : Epoch 1572 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 5721.68 ms
[2021-01-21 13:10:13 main:574] : INFO : Epoch 1573 | loss: 0.0311634 | val_loss: 0.0311765 | Time: 5712.91 ms
[2021-01-21 13:10:19 main:574] : INFO : Epoch 1574 | loss: 0.0311632 | val_loss: 0.031175 | Time: 5663.58 ms
[2021-01-21 13:10:24 main:574] : INFO : Epoch 1575 | loss: 0.0311647 | val_loss: 0.0311764 | Time: 5739.45 ms
[2021-01-21 13:10:30 main:574] : INFO : Epoch 1576 | loss: 0.0311701 | val_loss: 0.0311747 | Time: 5689.63 ms
[2021-01-21 13:10:36 main:574] : INFO : Epoch 1577 | loss: 0.031169 | val_loss: 0.0311784 | Time: 5740.56 ms
[2021-01-21 13:10:42 main:574] : INFO : Epoch 1578 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 5742.76 ms
[2021-01-21 13:10:48 main:574] : INFO : Epoch 1579 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 5712.72 ms
[2021-01-21 13:10:53 main:574] : INFO : Epoch 1580 | loss: 0.0311662 | val_loss: 0.0311747 | Time: 5775.5 ms
[2021-01-21 13:10:59 main:574] : INFO : Epoch 1581 | loss: 0.0311667 | val_loss: 0.0311745 | Time: 5651.28 ms
[2021-01-21 13:11:05 main:574] : INFO : Epoch 1582 | loss: 0.0311684 | val_loss: 0.0311788 | Time: 5696.84 ms
[2021-01-21 13:11:11 main:574] : INFO : Epoch 1583 | loss: 0.0311686 | val_loss: 0.0311769 | Time: 5749.81 ms
[2021-01-21 13:11:16 main:574] : INFO : Epoch 1584 | loss: 0.0311655 | val_loss: 0.0311757 | Time: 5685.56 ms
[2021-01-21 13:11:22 main:574] : INFO : Epoch 1585 | loss: 0.0311638 | val_loss: 0.0311757 | Time: 5672.65 ms
[2021-01-21 13:11:28 main:574] : INFO : Epoch 1586 | loss: 0.031164 | val_loss: 0.0311761 | Time: 5715.44 ms
[2021-01-21 13:11:34 main:574] : INFO : Epoch 1587 | loss: 0.0311645 | val_loss: 0.0311765 | Time: 5744.6 ms
[2021-01-21 13:11:40 main:574] : INFO : Epoch 1588 | loss: 0.0311648 | val_loss: 0.0311747 | Time: 5660.02 ms
[2021-01-21 13:11:45 main:574] : INFO : Epoch 1589 | loss: 0.0311658 | val_loss: 0.0311794 | Time: 5685.21 ms
[2021-01-21 13:11:51 main:574] : INFO : Epoch 1590 | loss: 0.031166 | val_loss: 0.0311757 | Time: 5664.25 ms
[2021-01-21 13:11:57 main:574] : INFO : Epoch 1591 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 5683.97 ms
[2021-01-21 13:12:03 main:574] : INFO : Epoch 1592 | loss: 0.0311629 | val_loss: 0.0311763 | Time: 5659.18 ms
[2021-01-21 13:12:08 main:574] : INFO : Epoch 1593 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 5671.64 ms
[2021-01-21 13:12:14 main:574] : INFO : Epoch 1594 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 5663.78 ms
[2021-01-21 13:12:20 main:574] : INFO : Epoch 1595 | loss: 0.0311641 | val_loss: 0.0311761 | Time: 5657.41 ms
[2021-01-21 13:12:25 main:574] : INFO : Epoch 1596 | loss: 0.0311643 | val_loss: 0.0311756 | Time: 5665.45 ms
[2021-01-21 13:12:31 main:574] : INFO : Epoch 1597 | loss: 0.0311618 | val_loss: 0.0311757 | Time: 5652.56 ms
[2021-01-21 13:12:37 main:574] : INFO : Epoch 1598 | loss: 0.0311613 | val_loss: 0.031174 | Time: 5737.61 ms
[2021-01-21 13:12:43 main:574] : INFO : Epoch 1599 | loss: 0.0311617 | val_loss: 0.0311758 | Time: 5742.7 ms
[2021-01-21 13:12:49 main:574] : INFO : Epoch 1600 | loss: 0.0311661 | val_loss: 0.0311753 | Time: 5683.96 ms
[2021-01-21 13:12:54 main:574] : INFO : Epoch 1601 | loss: 0.0311625 | val_loss: 0.0311807 | Time: 5723.27 ms
[2021-01-21 13:13:00 main:574] : INFO : Epoch 1602 | loss: 0.0311665 | val_loss: 0.031174 | Time: 5679.65 ms
[2021-01-21 13:13:06 main:574] : INFO : Epoch 1603 | loss: 0.0311644 | val_loss: 0.0311789 | Time: 5659.68 ms
[2021-01-21 13:13:12 main:574] : INFO : Epoch 1604 | loss: 0.0311666 | val_loss: 0.0311794 | Time: 5698.68 ms
[2021-01-21 13:13:18 main:574] : INFO : Epoch 1605 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 5742.36 ms
[2021-01-21 13:13:23 main:574] : INFO : Epoch 1606 | loss: 0.0311651 | val_loss: 0.0311753 | Time: 5721.83 ms
[2021-01-21 13:13:29 main:574] : INFO : Epoch 1607 | loss: 0.0311661 | val_loss: 0.0311754 | Time: 5713.94 ms
[2021-01-21 13:13:35 main:574] : INFO : Epoch 1608 | loss: 0.0311639 | val_loss: 0.0311757 | Time: 5696.38 ms
[2021-01-21 13:13:41 main:574] : INFO : Epoch 1609 | loss: 0.031162 | val_loss: 0.0311769 | Time: 5645.74 ms
[2021-01-21 13:13:46 main:574] : INFO : Epoch 1610 | loss: 0.0311618 | val_loss: 0.0311791 | Time: 5656.08 ms
[2021-01-21 13:13:52 main:574] : INFO : Epoch 1611 | loss: 0.031162 | val_loss: 0.0311761 | Time: 5656.93 ms
[2021-01-21 13:13:58 main:574] : INFO : Epoch 1612 | loss: 0.0311611 | val_loss: 0.0311786 | Time: 5661.62 ms
[2021-01-21 13:14:04 main:574] : INFO : Epoch 1613 | loss: 0.0311641 | val_loss: 0.0311813 | Time: 5736.92 ms
[2021-01-21 13:14:09 main:574] : INFO : Epoch 1614 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 5694.59 ms
[2021-01-21 13:14:15 main:574] : INFO : Epoch 1615 | loss: 0.0311679 | val_loss: 0.0311767 | Time: 5783.82 ms
[2021-01-21 13:14:21 main:574] : INFO : Epoch 1616 | loss: 0.0311684 | val_loss: 0.0311767 | Time: 5761.82 ms
[2021-01-21 13:14:27 main:574] : INFO : Epoch 1617 | loss: 0.0311693 | val_loss: 0.0311758 | Time: 5723.24 ms
[2021-01-21 13:14:33 main:574] : INFO : Epoch 1618 | loss: 0.0311664 | val_loss: 0.031179 | Time: 5761.3 ms
[2021-01-21 13:14:38 main:574] : INFO : Epoch 1619 | loss: 0.0311671 | val_loss: 0.0311781 | Time: 5673.89 ms
[2021-01-21 13:14:44 main:574] : INFO : Epoch 1620 | loss: 0.0311672 | val_loss: 0.0311753 | Time: 5731.92 ms
[2021-01-21 13:14:50 main:574] : INFO : Epoch 1621 | loss: 0.0311647 | val_loss: 0.031175 | Time: 5669.39 ms
[2021-01-21 13:14:56 main:574] : INFO : Epoch 1622 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 5696.22 ms
[2021-01-21 13:15:02 main:574] : INFO : Epoch 1623 | loss: 0.0311652 | val_loss: 0.0311773 | Time: 5768.03 ms
[2021-01-21 13:15:07 main:574] : INFO : Epoch 1624 | loss: 0.0311659 | val_loss: 0.031179 | Time: 5752.44 ms
[2021-01-21 13:15:13 main:574] : INFO : Epoch 1625 | loss: 0.031168 | val_loss: 0.0311766 | Time: 5818.8 ms
[2021-01-21 13:15:19 main:574] : INFO : Epoch 1626 | loss: 0.0311689 | val_loss: 0.0311767 | Time: 5700.2 ms
[2021-01-21 13:15:25 main:574] : INFO : Epoch 1627 | loss: 0.0311672 | val_loss: 0.0311742 | Time: 5659.2 ms
[2021-01-21 13:15:31 main:574] : INFO : Epoch 1628 | loss: 0.0311664 | val_loss: 0.0311753 | Time: 5752.17 ms
[2021-01-21 13:15:37 main:574] : INFO : Epoch 1629 | loss: 0.0311665 | val_loss: 0.0311792 | Time: 5679 ms
[2021-01-21 13:15:42 main:574] : INFO : Epoch 1630 | loss: 0.0311692 | val_loss: 0.0311757 | Time: 5690.59 ms
[2021-01-21 13:15:48 main:574] : INFO : Epoch 1631 | loss: 0.0311652 | val_loss: 0.0311776 | Time: 5687.13 ms
[2021-01-21 13:15:54 main:574] : INFO : Epoch 1632 | loss: 0.0311648 | val_loss: 0.031175 | Time: 5698.87 ms
[2021-01-21 13:16:00 main:574] : INFO : Epoch 1633 | loss: 0.0311652 | val_loss: 0.0311766 | Time: 5755.86 ms
[2021-01-21 13:16:05 main:574] : INFO : Epoch 1634 | loss: 0.0311665 | val_loss: 0.0311773 | Time: 5678.16 ms
[2021-01-21 13:16:11 main:574] : INFO : Epoch 1635 | loss: 0.0311693 | val_loss: 0.0311801 | Time: 5704.69 ms
[2021-01-21 13:16:17 main:574] : INFO : Epoch 1636 | loss: 0.0311675 | val_loss: 0.031172 | Time: 5734 ms
[2021-01-21 13:16:23 main:574] : INFO : Epoch 1637 | loss: 0.0311637 | val_loss: 0.0311767 | Time: 5729.16 ms
[2021-01-21 13:16:29 main:574] : INFO : Epoch 1638 | loss: 0.0311626 | val_loss: 0.0311726 | Time: 5701.15 ms
[2021-01-21 13:16:34 main:574] : INFO : Epoch 1639 | loss: 0.0311626 | val_loss: 0.0311763 | Time: 5714.74 ms
[2021-01-21 13:16:40 main:574] : INFO : Epoch 1640 | loss: 0.0311647 | val_loss: 0.0311766 | Time: 5715.92 ms
[2021-01-21 13:16:46 main:574] : INFO : Epoch 1641 | loss: 0.0311631 | val_loss: 0.031176 | Time: 5653.7 ms
[2021-01-21 13:16:52 main:574] : INFO : Epoch 1642 | loss: 0.0311666 | val_loss: 0.0311751 | Time: 5808.51 ms
[2021-01-21 13:16:58 main:574] : INFO : Epoch 1643 | loss: 0.031167 | val_loss: 0.0311748 | Time: 5680.64 ms
[2021-01-21 13:17:03 main:574] : INFO : Epoch 1644 | loss: 0.0311655 | val_loss: 0.0311742 | Time: 5654.97 ms
[2021-01-21 13:17:09 main:574] : INFO : Epoch 1645 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 5658.08 ms
[2021-01-21 13:17:15 main:574] : INFO : Epoch 1646 | loss: 0.0311654 | val_loss: 0.0311779 | Time: 5664.93 ms
[2021-01-21 13:17:20 main:574] : INFO : Epoch 1647 | loss: 0.0311663 | val_loss: 0.0311766 | Time: 5709.99 ms
[2021-01-21 13:17:26 main:574] : INFO : Epoch 1648 | loss: 0.031168 | val_loss: 0.0311765 | Time: 5662.48 ms
[2021-01-21 13:17:32 main:574] : INFO : Epoch 1649 | loss: 0.0311718 | val_loss: 0.0311716 | Time: 5738.07 ms
[2021-01-21 13:17:38 main:574] : INFO : Epoch 1650 | loss: 0.0311634 | val_loss: 0.0311742 | Time: 5723.17 ms
[2021-01-21 13:17:44 main:574] : INFO : Epoch 1651 | loss: 0.0311638 | val_loss: 0.031172 | Time: 5707.89 ms
[2021-01-21 13:17:49 main:574] : INFO : Epoch 1652 | loss: 0.0311652 | val_loss: 0.0311755 | Time: 5777.19 ms
[2021-01-21 13:17:55 main:574] : INFO : Epoch 1653 | loss: 0.0311653 | val_loss: 0.0311795 | Time: 5679.57 ms
[2021-01-21 13:18:01 main:574] : INFO : Epoch 1654 | loss: 0.0311652 | val_loss: 0.0311754 | Time: 5738.3 ms
[2021-01-21 13:18:07 main:574] : INFO : Epoch 1655 | loss: 0.031164 | val_loss: 0.0311728 | Time: 5664.45 ms
[2021-01-21 13:18:12 main:574] : INFO : Epoch 1656 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 5692.43 ms
[2021-01-21 13:18:18 main:574] : INFO : Epoch 1657 | loss: 0.0311659 | val_loss: 0.0311733 | Time: 5653.7 ms
[2021-01-21 13:18:24 main:574] : INFO : Epoch 1658 | loss: 0.0311713 | val_loss: 0.031174 | Time: 5721.69 ms
[2021-01-21 13:18:30 main:574] : INFO : Epoch 1659 | loss: 0.0311755 | val_loss: 0.031176 | Time: 5667.03 ms
[2021-01-21 13:18:35 main:574] : INFO : Epoch 1660 | loss: 0.0311708 | val_loss: 0.031178 | Time: 5683.29 ms
[2021-01-21 13:18:41 main:574] : INFO : Epoch 1661 | loss: 0.0311696 | val_loss: 0.031174 | Time: 5741.84 ms
[2021-01-21 13:18:47 main:574] : INFO : Epoch 1662 | loss: 0.0311699 | val_loss: 0.0311741 | Time: 5720.54 ms
[2021-01-21 13:18:53 main:574] : INFO : Epoch 1663 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 5669.27 ms
[2021-01-21 13:18:59 main:574] : INFO : Epoch 1664 | loss: 0.0311683 | val_loss: 0.031176 | Time: 5706.05 ms
[2021-01-21 13:19:04 main:574] : INFO : Epoch 1665 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 5680.04 ms
[2021-01-21 13:19:10 main:574] : INFO : Epoch 1666 | loss: 0.0311668 | val_loss: 0.0311725 | Time: 5696.61 ms
[2021-01-21 13:19:16 main:574] : INFO : Epoch 1667 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 5759.65 ms
[2021-01-21 13:19:22 main:574] : INFO : Epoch 1668 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 5701.5 ms
[2021-01-21 13:19:28 main:574] : INFO : Epoch 1669 | loss: 0.0311669 | val_loss: 0.031171 | Time: 5711.21 ms
[2021-01-21 13:19:33 main:574] : INFO : Epoch 1670 | loss: 0.0311651 | val_loss: 0.0311716 | Time: 5694.27 ms
[2021-01-21 13:19:39 main:574] : INFO : Epoch 1671 | loss: 0.031165 | val_loss: 0.0311711 | Time: 5660.83 ms
[2021-01-21 13:19:45 main:574] : INFO : Epoch 1672 | loss: 0.0311652 | val_loss: 0.0311704 | Time: 5653.95 ms
[2021-01-21 13:19:51 main:574] : INFO : Epoch 1673 | loss: 0.031171 | val_loss: 0.0311759 | Time: 5674.98 ms
[2021-01-21 13:19:56 main:574] : INFO : Epoch 1674 | loss: 0.0311681 | val_loss: 0.0311709 | Time: 5748.14 ms
[2021-01-21 13:20:02 main:574] : INFO : Epoch 1675 | loss: 0.0311667 | val_loss: 0.0311719 | Time: 5728.11 ms
[2021-01-21 13:20:08 main:574] : INFO : Epoch 1676 | loss: 0.0311685 | val_loss: 0.0311706 | Time: 5683.01 ms
[2021-01-21 13:20:14 main:574] : INFO : Epoch 1677 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 5682.96 ms
[2021-01-21 13:20:20 main:574] : INFO : Epoch 1678 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 5763.16 ms
[2021-01-21 13:20:25 main:574] : INFO : Epoch 1679 | loss: 0.0311678 | val_loss: 0.0311708 | Time: 5794.02 ms
[2021-01-21 13:20:31 main:574] : INFO : Epoch 1680 | loss: 0.0311654 | val_loss: 0.0311705 | Time: 5650.62 ms
[2021-01-21 13:20:37 main:574] : INFO : Epoch 1681 | loss: 0.0311632 | val_loss: 0.0311699 | Time: 5693.94 ms
[2021-01-21 13:20:43 main:574] : INFO : Epoch 1682 | loss: 0.0311639 | val_loss: 0.0311775 | Time: 5723.06 ms
[2021-01-21 13:20:49 main:574] : INFO : Epoch 1683 | loss: 0.0311661 | val_loss: 0.0311735 | Time: 5736.21 ms
[2021-01-21 13:20:54 main:574] : INFO : Epoch 1684 | loss: 0.0311671 | val_loss: 0.0311765 | Time: 5669.21 ms
[2021-01-21 13:21:00 main:574] : INFO : Epoch 1685 | loss: 0.0311644 | val_loss: 0.031174 | Time: 5682.87 ms
[2021-01-21 13:21:06 main:574] : INFO : Epoch 1686 | loss: 0.0311627 | val_loss: 0.0311731 | Time: 5696.33 ms
[2021-01-21 13:21:12 main:574] : INFO : Epoch 1687 | loss: 0.0311639 | val_loss: 0.0311728 | Time: 5726.26 ms
[2021-01-21 13:21:17 main:574] : INFO : Epoch 1688 | loss: 0.0311663 | val_loss: 0.0311717 | Time: 5761.87 ms
[2021-01-21 13:21:23 main:574] : INFO : Epoch 1689 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 5696.37 ms
[2021-01-21 13:21:29 main:574] : INFO : Epoch 1690 | loss: 0.0311658 | val_loss: 0.0311756 | Time: 5734.49 ms
[2021-01-21 13:21:35 main:574] : INFO : Epoch 1691 | loss: 0.0311664 | val_loss: 0.031171 | Time: 5746.78 ms
[2021-01-21 13:21:41 main:574] : INFO : Epoch 1692 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 5734.65 ms
[2021-01-21 13:21:47 main:574] : INFO : Epoch 1693 | loss: 0.0311681 | val_loss: 0.0311801 | Time: 5778.22 ms
[2021-01-21 13:21:52 main:574] : INFO : Epoch 1694 | loss: 0.0311646 | val_loss: 0.0311714 | Time: 5716.15 ms
[2021-01-21 13:21:58 main:574] : INFO : Epoch 1695 | loss: 0.0311652 | val_loss: 0.0311696 | Time: 5735.17 ms
[2021-01-21 13:22:04 main:574] : INFO : Epoch 1696 | loss: 0.0311658 | val_loss: 0.0311697 | Time: 5783.52 ms
[2021-01-21 13:22:10 main:574] : INFO : Epoch 1697 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 5725.79 ms
[2021-01-21 13:22:16 main:574] : INFO : Epoch 1698 | loss: 0.0311639 | val_loss: 0.0311685 | Time: 5699.88 ms
[2021-01-21 13:22:21 main:574] : INFO : Epoch 1699 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 5723.71 ms
[2021-01-21 13:22:27 main:574] : INFO : Epoch 1700 | loss: 0.0311645 | val_loss: 0.0311698 | Time: 5779.18 ms
[2021-01-21 13:22:33 main:574] : INFO : Epoch 1701 | loss: 0.0311623 | val_loss: 0.0311724 | Time: 5660.65 ms
[2021-01-21 13:22:39 main:574] : INFO : Epoch 1702 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 5737.17 ms
[2021-01-21 13:22:45 main:574] : INFO : Epoch 1703 | loss: 0.0311627 | val_loss: 0.0311709 | Time: 5721.68 ms
[2021-01-21 13:22:50 main:574] : INFO : Epoch 1704 | loss: 0.0311621 | val_loss: 0.031173 | Time: 5684.17 ms
[2021-01-21 13:22:56 main:574] : INFO : Epoch 1705 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 5741.32 ms
[2021-01-21 13:23:02 main:574] : INFO : Epoch 1706 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 5718.78 ms
[2021-01-21 13:23:08 main:574] : INFO : Epoch 1707 | loss: 0.0311628 | val_loss: 0.0311698 | Time: 5662.77 ms
[2021-01-21 13:23:13 main:574] : INFO : Epoch 1708 | loss: 0.0311633 | val_loss: 0.0311708 | Time: 5737.54 ms
[2021-01-21 13:23:19 main:574] : INFO : Epoch 1709 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 5748.22 ms
[2021-01-21 13:23:25 main:574] : INFO : Epoch 1710 | loss: 0.0311603 | val_loss: 0.0311721 | Time: 5672.77 ms
[2021-01-21 13:23:31 main:574] : INFO : Epoch 1711 | loss: 0.0311618 | val_loss: 0.0311743 | Time: 5725.2 ms
[2021-01-21 13:23:37 main:574] : INFO : Epoch 1712 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 5667.77 ms
[2021-01-21 13:23:43 main:574] : INFO : Epoch 1713 | loss: 0.0311621 | val_loss: 0.0311765 | Time: 5709.05 ms
[2021-01-21 13:23:48 main:574] : INFO : Epoch 1714 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 5684.51 ms
[2021-01-21 13:23:54 main:574] : INFO : Epoch 1715 | loss: 0.03116 | val_loss: 0.0311701 | Time: 5655.58 ms
[2021-01-21 13:24:00 main:574] : INFO : Epoch 1716 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 5681.61 ms
[2021-01-21 13:24:06 main:574] : INFO : Epoch 1717 | loss: 0.0311618 | val_loss: 0.0311698 | Time: 5668.89 ms
[2021-01-21 13:24:11 main:574] : INFO : Epoch 1718 | loss: 0.0311601 | val_loss: 0.0311709 | Time: 5716.68 ms
[2021-01-21 13:24:17 main:574] : INFO : Epoch 1719 | loss: 0.0311614 | val_loss: 0.0311728 | Time: 5687.58 ms
[2021-01-21 13:24:23 main:574] : INFO : Epoch 1720 | loss: 0.0311602 | val_loss: 0.0311738 | Time: 5685.15 ms
[2021-01-21 13:24:29 main:574] : INFO : Epoch 1721 | loss: 0.0311596 | val_loss: 0.03117 | Time: 5674.96 ms
[2021-01-21 13:24:34 main:574] : INFO : Epoch 1722 | loss: 0.0311586 | val_loss: 0.0311733 | Time: 5674.64 ms
[2021-01-21 13:24:40 main:574] : INFO : Epoch 1723 | loss: 0.0311599 | val_loss: 0.0311696 | Time: 5676.25 ms
[2021-01-21 13:24:46 main:574] : INFO : Epoch 1724 | loss: 0.0311599 | val_loss: 0.0311731 | Time: 5736.87 ms
[2021-01-21 13:24:52 main:574] : INFO : Epoch 1725 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 5678.35 ms
[2021-01-21 13:24:57 main:574] : INFO : Epoch 1726 | loss: 0.031159 | val_loss: 0.0311757 | Time: 5669.46 ms
[2021-01-21 13:25:03 main:574] : INFO : Epoch 1727 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 5696.28 ms
[2021-01-21 13:25:09 main:574] : INFO : Epoch 1728 | loss: 0.0311598 | val_loss: 0.0311698 | Time: 5655.41 ms
[2021-01-21 13:25:15 main:574] : INFO : Epoch 1729 | loss: 0.0311587 | val_loss: 0.0311716 | Time: 5660.44 ms
[2021-01-21 13:25:20 main:574] : INFO : Epoch 1730 | loss: 0.0311596 | val_loss: 0.0311723 | Time: 5688.19 ms
[2021-01-21 13:25:26 main:574] : INFO : Epoch 1731 | loss: 0.0311595 | val_loss: 0.0311734 | Time: 5698.24 ms
[2021-01-21 13:25:32 main:574] : INFO : Epoch 1732 | loss: 0.0311586 | val_loss: 0.0311728 | Time: 5731.1 ms
[2021-01-21 13:25:38 main:574] : INFO : Epoch 1733 | loss: 0.0311594 | val_loss: 0.0311738 | Time: 5700.04 ms
[2021-01-21 13:25:43 main:574] : INFO : Epoch 1734 | loss: 0.0311657 | val_loss: 0.0311796 | Time: 5661.24 ms
[2021-01-21 13:25:49 main:574] : INFO : Epoch 1735 | loss: 0.0311674 | val_loss: 0.0311761 | Time: 5678.75 ms
[2021-01-21 13:25:55 main:574] : INFO : Epoch 1736 | loss: 0.0311639 | val_loss: 0.0311724 | Time: 5726.04 ms
[2021-01-21 13:26:01 main:574] : INFO : Epoch 1737 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 5698.78 ms
[2021-01-21 13:26:07 main:574] : INFO : Epoch 1738 | loss: 0.0311655 | val_loss: 0.0311736 | Time: 5746.49 ms
[2021-01-21 13:26:12 main:574] : INFO : Epoch 1739 | loss: 0.0311687 | val_loss: 0.0311775 | Time: 5748.96 ms
[2021-01-21 13:26:18 main:574] : INFO : Epoch 1740 | loss: 0.0311772 | val_loss: 0.0311848 | Time: 5670.43 ms
[2021-01-21 13:26:24 main:574] : INFO : Epoch 1741 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 5691.14 ms
[2021-01-21 13:26:30 main:574] : INFO : Epoch 1742 | loss: 0.0311751 | val_loss: 0.0311782 | Time: 5740.89 ms
[2021-01-21 13:26:36 main:574] : INFO : Epoch 1743 | loss: 0.0311743 | val_loss: 0.031181 | Time: 5695.18 ms
[2021-01-21 13:26:41 main:574] : INFO : Epoch 1744 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 5708.74 ms
[2021-01-21 13:26:47 main:574] : INFO : Epoch 1745 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 5655.15 ms
[2021-01-21 13:26:53 main:574] : INFO : Epoch 1746 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 5705.06 ms
[2021-01-21 13:26:59 main:574] : INFO : Epoch 1747 | loss: 0.0311738 | val_loss: 0.0311813 | Time: 5760.49 ms
[2021-01-21 13:27:05 main:574] : INFO : Epoch 1748 | loss: 0.0311749 | val_loss: 0.0311795 | Time: 5784.61 ms
[2021-01-21 13:27:11 main:574] : INFO : Epoch 1749 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 5693.83 ms
[2021-01-21 13:27:16 main:574] : INFO : Epoch 1750 | loss: 0.031174 | val_loss: 0.0311783 | Time: 5682.55 ms
[2021-01-21 13:27:22 main:574] : INFO : Epoch 1751 | loss: 0.0311727 | val_loss: 0.0311767 | Time: 5710.66 ms
[2021-01-21 13:27:28 main:574] : INFO : Epoch 1752 | loss: 0.0311718 | val_loss: 0.0311783 | Time: 5688.86 ms
[2021-01-21 13:27:34 main:574] : INFO : Epoch 1753 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 5680.22 ms
[2021-01-21 13:27:39 main:574] : INFO : Epoch 1754 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 5674.83 ms
[2021-01-21 13:27:45 main:574] : INFO : Epoch 1755 | loss: 0.0311716 | val_loss: 0.0311745 | Time: 5715.23 ms
[2021-01-21 13:27:51 main:574] : INFO : Epoch 1756 | loss: 0.0311734 | val_loss: 0.0311773 | Time: 5722.97 ms
[2021-01-21 13:27:57 main:574] : INFO : Epoch 1757 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 5682.67 ms
[2021-01-21 13:28:02 main:574] : INFO : Epoch 1758 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 5654.15 ms
[2021-01-21 13:28:08 main:574] : INFO : Epoch 1759 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 5758.85 ms
[2021-01-21 13:28:14 main:574] : INFO : Epoch 1760 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 5743.01 ms
[2021-01-21 13:28:20 main:574] : INFO : Epoch 1761 | loss: 0.0311713 | val_loss: 0.0311766 | Time: 5666.26 ms
[2021-01-21 13:28:26 main:574] : INFO : Epoch 1762 | loss: 0.0311702 | val_loss: 0.0311786 | Time: 5654.37 ms
[2021-01-21 13:28:31 main:574] : INFO : Epoch 1763 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 5761.84 ms
[2021-01-21 13:28:37 main:574] : INFO : Epoch 1764 | loss: 0.0311685 | val_loss: 0.0311768 | Time: 5751.26 ms
[2021-01-21 13:28:43 main:574] : INFO : Epoch 1765 | loss: 0.0311679 | val_loss: 0.0311777 | Time: 5660.35 ms
[2021-01-21 13:28:49 main:574] : INFO : Epoch 1766 | loss: 0.0311693 | val_loss: 0.0311747 | Time: 5720.98 ms
[2021-01-21 13:28:55 main:574] : INFO : Epoch 1767 | loss: 0.0311713 | val_loss: 0.0311818 | Time: 5650.2 ms
[2021-01-21 13:29:00 main:574] : INFO : Epoch 1768 | loss: 0.0311703 | val_loss: 0.0311761 | Time: 5719.74 ms
[2021-01-21 13:29:06 main:574] : INFO : Epoch 1769 | loss: 0.0311697 | val_loss: 0.0311751 | Time: 5652.26 ms
[2021-01-21 13:29:12 main:574] : INFO : Epoch 1770 | loss: 0.0311714 | val_loss: 0.0312035 | Time: 5718.25 ms
[2021-01-21 13:29:18 main:574] : INFO : Epoch 1771 | loss: 0.0312077 | val_loss: 0.0312165 | Time: 5690.17 ms
[2021-01-21 13:29:23 main:574] : INFO : Epoch 1772 | loss: 0.031212 | val_loss: 0.0312139 | Time: 5718 ms
[2021-01-21 13:29:29 main:574] : INFO : Epoch 1773 | loss: 0.0312112 | val_loss: 0.0312107 | Time: 5735.24 ms
[2021-01-21 13:29:35 main:574] : INFO : Epoch 1774 | loss: 0.0312087 | val_loss: 0.0312116 | Time: 5662.4 ms
[2021-01-21 13:29:41 main:574] : INFO : Epoch 1775 | loss: 0.0312072 | val_loss: 0.0312093 | Time: 5652.98 ms
[2021-01-21 13:29:46 main:574] : INFO : Epoch 1776 | loss: 0.0312054 | val_loss: 0.031207 | Time: 5710.73 ms
[2021-01-21 13:29:52 main:574] : INFO : Epoch 1777 | loss: 0.0312057 | val_loss: 0.0312096 | Time: 5655.61 ms
[2021-01-21 13:29:58 main:574] : INFO : Epoch 1778 | loss: 0.0312024 | val_loss: 0.031204 | Time: 5664.64 ms
[2021-01-21 13:30:04 main:574] : INFO : Epoch 1779 | loss: 0.031202 | val_loss: 0.0312028 | Time: 5735.64 ms
[2021-01-21 13:30:10 main:574] : INFO : Epoch 1780 | loss: 0.0312003 | val_loss: 0.0312021 | Time: 5777.83 ms
[2021-01-21 13:30:15 main:574] : INFO : Epoch 1781 | loss: 0.0311982 | val_loss: 0.0312003 | Time: 5682.57 ms
[2021-01-21 13:30:21 main:574] : INFO : Epoch 1782 | loss: 0.0311981 | val_loss: 0.0311997 | Time: 5656.08 ms
[2021-01-21 13:30:27 main:574] : INFO : Epoch 1783 | loss: 0.0311968 | val_loss: 0.0312008 | Time: 5656.07 ms
[2021-01-21 13:30:33 main:574] : INFO : Epoch 1784 | loss: 0.0311972 | val_loss: 0.0312017 | Time: 5726.98 ms
[2021-01-21 13:30:38 main:574] : INFO : Epoch 1785 | loss: 0.031196 | val_loss: 0.0311986 | Time: 5714.94 ms
[2021-01-21 13:30:44 main:574] : INFO : Epoch 1786 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 5736.45 ms
[2021-01-21 13:30:50 main:574] : INFO : Epoch 1787 | loss: 0.0311941 | val_loss: 0.031203 | Time: 5699.17 ms
[2021-01-21 13:30:56 main:574] : INFO : Epoch 1788 | loss: 0.0311959 | val_loss: 0.0312049 | Time: 5719.63 ms
[2021-01-21 13:31:02 main:574] : INFO : Epoch 1789 | loss: 0.0311934 | val_loss: 0.0312007 | Time: 5663.15 ms
[2021-01-21 13:31:07 main:574] : INFO : Epoch 1790 | loss: 0.0311932 | val_loss: 0.0311997 | Time: 5678.76 ms
[2021-01-21 13:31:13 main:574] : INFO : Epoch 1791 | loss: 0.0311924 | val_loss: 0.0311981 | Time: 5677.06 ms
[2021-01-21 13:31:19 main:574] : INFO : Epoch 1792 | loss: 0.0311913 | val_loss: 0.0311982 | Time: 5740.24 ms
[2021-01-21 13:31:25 main:574] : INFO : Epoch 1793 | loss: 0.03119 | val_loss: 0.0311972 | Time: 5672.71 ms
[2021-01-21 13:31:31 main:574] : INFO : Epoch 1794 | loss: 0.0311905 | val_loss: 0.0311973 | Time: 5717.47 ms
[2021-01-21 13:31:36 main:574] : INFO : Epoch 1795 | loss: 0.0311899 | val_loss: 0.0311952 | Time: 5692.01 ms
[2021-01-21 13:31:42 main:574] : INFO : Epoch 1796 | loss: 0.031191 | val_loss: 0.031198 | Time: 5656.22 ms
[2021-01-21 13:31:48 main:574] : INFO : Epoch 1797 | loss: 0.0311892 | val_loss: 0.0311953 | Time: 5735.49 ms
[2021-01-21 13:31:54 main:574] : INFO : Epoch 1798 | loss: 0.0311896 | val_loss: 0.0311987 | Time: 5665.25 ms
[2021-01-21 13:31:59 main:574] : INFO : Epoch 1799 | loss: 0.0311898 | val_loss: 0.0311953 | Time: 5688.43 ms
[2021-01-21 13:32:05 main:574] : INFO : Epoch 1800 | loss: 0.0311924 | val_loss: 0.0311985 | Time: 5794.84 ms
[2021-01-21 13:32:11 main:574] : INFO : Epoch 1801 | loss: 0.0311877 | val_loss: 0.0311899 | Time: 5739.7 ms
[2021-01-21 13:32:17 main:574] : INFO : Epoch 1802 | loss: 0.0311834 | val_loss: 0.0311918 | Time: 5695.43 ms
[2021-01-21 13:32:23 main:574] : INFO : Epoch 1803 | loss: 0.0311839 | val_loss: 0.0311879 | Time: 5702.8 ms
[2021-01-21 13:32:28 main:574] : INFO : Epoch 1804 | loss: 0.0311822 | val_loss: 0.0311871 | Time: 5705.86 ms
[2021-01-21 13:32:34 main:574] : INFO : Epoch 1805 | loss: 0.0311816 | val_loss: 0.0311899 | Time: 5700.8 ms
[2021-01-21 13:32:40 main:574] : INFO : Epoch 1806 | loss: 0.0311806 | val_loss: 0.0311861 | Time: 5658.14 ms
[2021-01-21 13:32:46 main:574] : INFO : Epoch 1807 | loss: 0.0311788 | val_loss: 0.0311914 | Time: 5766.85 ms
[2021-01-21 13:32:51 main:574] : INFO : Epoch 1808 | loss: 0.0311818 | val_loss: 0.0311856 | Time: 5658.37 ms
[2021-01-21 13:32:57 main:574] : INFO : Epoch 1809 | loss: 0.0311788 | val_loss: 0.0311836 | Time: 5677.48 ms
[2021-01-21 13:33:03 main:574] : INFO : Epoch 1810 | loss: 0.0311808 | val_loss: 0.0311862 | Time: 5729.05 ms
[2021-01-21 13:33:09 main:574] : INFO : Epoch 1811 | loss: 0.0311798 | val_loss: 0.0311891 | Time: 5697.75 ms
[2021-01-21 13:33:15 main:574] : INFO : Epoch 1812 | loss: 0.0311784 | val_loss: 0.0311853 | Time: 5748.04 ms
[2021-01-21 13:33:20 main:574] : INFO : Epoch 1813 | loss: 0.0311779 | val_loss: 0.0311864 | Time: 5658.39 ms
[2021-01-21 13:33:26 main:574] : INFO : Epoch 1814 | loss: 0.0311782 | val_loss: 0.0311867 | Time: 5669.91 ms
[2021-01-21 13:33:32 main:574] : INFO : Epoch 1815 | loss: 0.0311824 | val_loss: 0.0311926 | Time: 5691.08 ms
[2021-01-21 13:33:38 main:574] : INFO : Epoch 1816 | loss: 0.0311848 | val_loss: 0.0311918 | Time: 5748.58 ms
[2021-01-21 13:33:43 main:574] : INFO : Epoch 1817 | loss: 0.0311871 | val_loss: 0.031193 | Time: 5700.34 ms
[2021-01-21 13:33:49 main:574] : INFO : Epoch 1818 | loss: 0.0311832 | val_loss: 0.0311909 | Time: 5659.85 ms
[2021-01-21 13:33:55 main:574] : INFO : Epoch 1819 | loss: 0.0311833 | val_loss: 0.0311937 | Time: 5692.95 ms
[2021-01-21 13:34:01 main:574] : INFO : Epoch 1820 | loss: 0.0311866 | val_loss: 0.0311926 | Time: 5745.3 ms
[2021-01-21 13:34:07 main:574] : INFO : Epoch 1821 | loss: 0.0311863 | val_loss: 0.0311916 | Time: 5730.56 ms
[2021-01-21 13:34:12 main:574] : INFO : Epoch 1822 | loss: 0.0311852 | val_loss: 0.0311919 | Time: 5732.83 ms
[2021-01-21 13:34:18 main:574] : INFO : Epoch 1823 | loss: 0.0311836 | val_loss: 0.0311927 | Time: 5748.89 ms
[2021-01-21 13:34:24 main:574] : INFO : Epoch 1824 | loss: 0.0311836 | val_loss: 0.0311932 | Time: 5762.75 ms
[2021-01-21 13:34:30 main:574] : INFO : Epoch 1825 | loss: 0.0311829 | val_loss: 0.0311906 | Time: 5670.48 ms
[2021-01-21 13:34:36 main:574] : INFO : Epoch 1826 | loss: 0.0311855 | val_loss: 0.0311929 | Time: 5757.49 ms
[2021-01-21 13:34:42 main:574] : INFO : Epoch 1827 | loss: 0.0311847 | val_loss: 0.0311931 | Time: 5781.12 ms
[2021-01-21 13:34:47 main:574] : INFO : Epoch 1828 | loss: 0.031183 | val_loss: 0.031191 | Time: 5738.07 ms
[2021-01-21 13:34:53 main:574] : INFO : Epoch 1829 | loss: 0.0311833 | val_loss: 0.0311924 | Time: 5802.24 ms
[2021-01-21 13:34:59 main:574] : INFO : Epoch 1830 | loss: 0.0311834 | val_loss: 0.0311921 | Time: 5788.52 ms
[2021-01-21 13:35:05 main:574] : INFO : Epoch 1831 | loss: 0.0311826 | val_loss: 0.0311915 | Time: 5778.5 ms
[2021-01-21 13:35:11 main:574] : INFO : Epoch 1832 | loss: 0.0311828 | val_loss: 0.0311895 | Time: 5711.34 ms
[2021-01-21 13:35:17 main:574] : INFO : Epoch 1833 | loss: 0.0311842 | val_loss: 0.0311903 | Time: 5709.25 ms
[2021-01-21 13:35:22 main:574] : INFO : Epoch 1834 | loss: 0.0311859 | val_loss: 0.0311904 | Time: 5663.67 ms
[2021-01-21 13:35:28 main:574] : INFO : Epoch 1835 | loss: 0.0311854 | val_loss: 0.0311881 | Time: 5699.04 ms
[2021-01-21 13:35:34 main:574] : INFO : Epoch 1836 | loss: 0.0311841 | val_loss: 0.031187 | Time: 5662.04 ms
[2021-01-21 13:35:40 main:574] : INFO : Epoch 1837 | loss: 0.0311826 | val_loss: 0.0311907 | Time: 5730.78 ms
[2021-01-21 13:35:45 main:574] : INFO : Epoch 1838 | loss: 0.0311835 | val_loss: 0.0311885 | Time: 5708.89 ms
[2021-01-21 13:35:51 main:574] : INFO : Epoch 1839 | loss: 0.031184 | val_loss: 0.0311908 | Time: 5680.55 ms
[2021-01-21 13:35:57 main:574] : INFO : Epoch 1840 | loss: 0.0311849 | val_loss: 0.0311904 | Time: 5729 ms
[2021-01-21 13:36:03 main:574] : INFO : Epoch 1841 | loss: 0.0311865 | val_loss: 0.0311928 | Time: 5719.67 ms
[2021-01-21 13:36:09 main:574] : INFO : Epoch 1842 | loss: 0.0311859 | val_loss: 0.0311884 | Time: 5758.86 ms
[2021-01-21 13:36:14 main:574] : INFO : Epoch 1843 | loss: 0.0311827 | val_loss: 0.0311876 | Time: 5777.53 ms
[2021-01-21 13:36:20 main:574] : INFO : Epoch 1844 | loss: 0.0311827 | val_loss: 0.0311864 | Time: 5738.8 ms
[2021-01-21 13:36:26 main:574] : INFO : Epoch 1845 | loss: 0.0311817 | val_loss: 0.0311871 | Time: 5722.04 ms
[2021-01-21 13:36:32 main:574] : INFO : Epoch 1846 | loss: 0.0311822 | val_loss: 0.0311897 | Time: 5721.41 ms
[2021-01-21 13:36:38 main:574] : INFO : Epoch 1847 | loss: 0.0311827 | val_loss: 0.031187 | Time: 5760.23 ms
[2021-01-21 13:36:43 main:574] : INFO : Epoch 1848 | loss: 0.0311844 | val_loss: 0.031189 | Time: 5668.79 ms
[2021-01-21 13:36:49 main:574] : INFO : Epoch 1849 | loss: 0.0311861 | val_loss: 0.0311875 | Time: 5717.54 ms
[2021-01-21 13:36:55 main:574] : INFO : Epoch 1850 | loss: 0.0311844 | val_loss: 0.0311881 | Time: 5679.8 ms
[2021-01-21 13:37:01 main:574] : INFO : Epoch 1851 | loss: 0.031184 | val_loss: 0.0311866 | Time: 5728.04 ms
[2021-01-21 13:37:06 main:574] : INFO : Epoch 1852 | loss: 0.031183 | val_loss: 0.0311875 | Time: 5688.38 ms
[2021-01-21 13:37:12 main:574] : INFO : Epoch 1853 | loss: 0.0311824 | val_loss: 0.0311859 | Time: 5667.83 ms
[2021-01-21 13:37:18 main:574] : INFO : Epoch 1854 | loss: 0.0311841 | val_loss: 0.0311918 | Time: 5708.27 ms
[2021-01-21 13:37:24 main:574] : INFO : Epoch 1855 | loss: 0.0311852 | val_loss: 0.0311884 | Time: 5716.66 ms
[2021-01-21 13:37:29 main:574] : INFO : Epoch 1856 | loss: 0.0311833 | val_loss: 0.0311964 | Time: 5712.39 ms
[2021-01-21 13:37:35 main:574] : INFO : Epoch 1857 | loss: 0.0311866 | val_loss: 0.0312037 | Time: 5676.9 ms
[2021-01-21 13:37:41 main:574] : INFO : Epoch 1858 | loss: 0.031188 | val_loss: 0.0311931 | Time: 5684.63 ms
[2021-01-21 13:37:47 main:574] : INFO : Epoch 1859 | loss: 0.0311821 | val_loss: 0.031188 | Time: 5699.33 ms
[2021-01-21 13:37:53 main:574] : INFO : Epoch 1860 | loss: 0.0311802 | val_loss: 0.0311874 | Time: 5758.51 ms
[2021-01-21 13:37:58 main:574] : INFO : Epoch 1861 | loss: 0.0311847 | val_loss: 0.0311895 | Time: 5686.44 ms
[2021-01-21 13:38:04 main:574] : INFO : Epoch 1862 | loss: 0.0311894 | val_loss: 0.0311913 | Time: 5666.66 ms
[2021-01-21 13:38:10 main:574] : INFO : Epoch 1863 | loss: 0.0311894 | val_loss: 0.0311879 | Time: 5656.05 ms
[2021-01-21 13:38:16 main:574] : INFO : Epoch 1864 | loss: 0.0311876 | val_loss: 0.0311871 | Time: 5777.85 ms
[2021-01-21 13:38:21 main:574] : INFO : Epoch 1865 | loss: 0.0311875 | val_loss: 0.0311857 | Time: 5747.9 ms
[2021-01-21 13:38:27 main:574] : INFO : Epoch 1866 | loss: 0.0311887 | val_loss: 0.0311908 | Time: 5752.19 ms
[2021-01-21 13:38:33 main:574] : INFO : Epoch 1867 | loss: 0.031187 | val_loss: 0.0311862 | Time: 5698.7 ms
[2021-01-21 13:38:39 main:574] : INFO : Epoch 1868 | loss: 0.0311843 | val_loss: 0.0311908 | Time: 5706.36 ms
[2021-01-21 13:38:45 main:574] : INFO : Epoch 1869 | loss: 0.0311863 | val_loss: 0.0311862 | Time: 5720.15 ms
[2021-01-21 13:38:50 main:574] : INFO : Epoch 1870 | loss: 0.0311852 | val_loss: 0.0311872 | Time: 5654.05 ms
[2021-01-21 13:38:56 main:574] : INFO : Epoch 1871 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 5669.13 ms
[2021-01-21 13:39:02 main:574] : INFO : Epoch 1872 | loss: 0.0311846 | val_loss: 0.0311927 | Time: 5719.15 ms
[2021-01-21 13:39:08 main:574] : INFO : Epoch 1873 | loss: 0.0311836 | val_loss: 0.0311854 | Time: 5698.62 ms
[2021-01-21 13:39:13 main:574] : INFO : Epoch 1874 | loss: 0.0311818 | val_loss: 0.0311864 | Time: 5656.41 ms
[2021-01-21 13:39:19 main:574] : INFO : Epoch 1875 | loss: 0.0311837 | val_loss: 0.0311845 | Time: 5727.4 ms
[2021-01-21 13:39:25 main:574] : INFO : Epoch 1876 | loss: 0.031182 | val_loss: 0.0311837 | Time: 5668.65 ms
[2021-01-21 13:39:31 main:574] : INFO : Epoch 1877 | loss: 0.0311802 | val_loss: 0.0311859 | Time: 5763.4 ms
[2021-01-21 13:39:37 main:574] : INFO : Epoch 1878 | loss: 0.0311812 | val_loss: 0.0311851 | Time: 5654.4 ms
[2021-01-21 13:39:42 main:574] : INFO : Epoch 1879 | loss: 0.0311815 | val_loss: 0.031183 | Time: 5715.59 ms
[2021-01-21 13:39:48 main:574] : INFO : Epoch 1880 | loss: 0.0311811 | val_loss: 0.031188 | Time: 5753.5 ms
[2021-01-21 13:39:54 main:574] : INFO : Epoch 1881 | loss: 0.031186 | val_loss: 0.0311925 | Time: 5691.45 ms
[2021-01-21 13:40:00 main:574] : INFO : Epoch 1882 | loss: 0.0311846 | val_loss: 0.031184 | Time: 5661 ms
[2021-01-21 13:40:05 main:574] : INFO : Epoch 1883 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 5672.96 ms
[2021-01-21 13:40:12 main:574] : INFO : Epoch 1884 | loss: 0.031184 | val_loss: 0.0311841 | Time: 5715.36 ms
[2021-01-21 13:40:18 main:574] : INFO : Epoch 1885 | loss: 0.0311801 | val_loss: 0.031183 | Time: 5707.9 ms
[2021-01-21 13:40:24 main:574] : INFO : Epoch 1886 | loss: 0.0311795 | val_loss: 0.031184 | Time: 5755.89 ms
[2021-01-21 13:40:29 main:574] : INFO : Epoch 1887 | loss: 0.0311786 | val_loss: 0.0311827 | Time: 5687.99 ms
[2021-01-21 13:40:35 main:574] : INFO : Epoch 1888 | loss: 0.0311782 | val_loss: 0.0311828 | Time: 5673.81 ms
[2021-01-21 13:40:41 main:574] : INFO : Epoch 1889 | loss: 0.031178 | val_loss: 0.0311814 | Time: 5722.81 ms
[2021-01-21 13:40:47 main:574] : INFO : Epoch 1890 | loss: 0.0311781 | val_loss: 0.0311815 | Time: 5716.85 ms
[2021-01-21 13:40:53 main:574] : INFO : Epoch 1891 | loss: 0.031179 | val_loss: 0.0311847 | Time: 5733.99 ms
[2021-01-21 13:40:58 main:574] : INFO : Epoch 1892 | loss: 0.0311813 | val_loss: 0.0311829 | Time: 5698.57 ms
[2021-01-21 13:41:04 main:574] : INFO : Epoch 1893 | loss: 0.0311785 | val_loss: 0.0311835 | Time: 5656.28 ms
[2021-01-21 13:41:10 main:574] : INFO : Epoch 1894 | loss: 0.0311788 | val_loss: 0.0311846 | Time: 5650.25 ms
[2021-01-21 13:41:15 main:574] : INFO : Epoch 1895 | loss: 0.0311818 | val_loss: 0.0311874 | Time: 5678.52 ms
[2021-01-21 13:41:21 main:574] : INFO : Epoch 1896 | loss: 0.0311845 | val_loss: 0.0311856 | Time: 5763.03 ms
[2021-01-21 13:41:27 main:574] : INFO : Epoch 1897 | loss: 0.0311854 | val_loss: 0.0311835 | Time: 5689.49 ms
[2021-01-21 13:41:33 main:574] : INFO : Epoch 1898 | loss: 0.0311829 | val_loss: 0.0311854 | Time: 5711.53 ms
[2021-01-21 13:41:39 main:574] : INFO : Epoch 1899 | loss: 0.0311828 | val_loss: 0.031182 | Time: 5737.09 ms
[2021-01-21 13:41:44 main:574] : INFO : Epoch 1900 | loss: 0.0311818 | val_loss: 0.0311847 | Time: 5708.4 ms
[2021-01-21 13:41:50 main:574] : INFO : Epoch 1901 | loss: 0.0311809 | val_loss: 0.0311869 | Time: 5653.83 ms
[2021-01-21 13:41:56 main:574] : INFO : Epoch 1902 | loss: 0.0311798 | val_loss: 0.0311825 | Time: 5715.23 ms
[2021-01-21 13:42:02 main:574] : INFO : Epoch 1903 | loss: 0.031181 | val_loss: 0.0311835 | Time: 5701.3 ms
[2021-01-21 13:42:07 main:574] : INFO : Epoch 1904 | loss: 0.0311818 | val_loss: 0.0311876 | Time: 5657.55 ms
[2021-01-21 13:42:13 main:574] : INFO : Epoch 1905 | loss: 0.0311855 | val_loss: 0.0311976 | Time: 5677.26 ms
[2021-01-21 13:42:19 main:574] : INFO : Epoch 1906 | loss: 0.0311865 | val_loss: 0.0311861 | Time: 5713.46 ms
[2021-01-21 13:42:25 main:574] : INFO : Epoch 1907 | loss: 0.0311817 | val_loss: 0.0311832 | Time: 5683.8 ms
[2021-01-21 13:42:31 main:574] : INFO : Epoch 1908 | loss: 0.0311806 | val_loss: 0.0311842 | Time: 5765.2 ms
[2021-01-21 13:42:36 main:574] : INFO : Epoch 1909 | loss: 0.0311815 | val_loss: 0.0311838 | Time: 5728.57 ms
[2021-01-21 13:42:42 main:574] : INFO : Epoch 1910 | loss: 0.0311812 | val_loss: 0.0311862 | Time: 5664.14 ms
[2021-01-21 13:42:48 main:574] : INFO : Epoch 1911 | loss: 0.0311793 | val_loss: 0.0311827 | Time: 5685.42 ms
[2021-01-21 13:42:54 main:574] : INFO : Epoch 1912 | loss: 0.0311795 | val_loss: 0.0311883 | Time: 5658.61 ms
[2021-01-21 13:42:59 main:574] : INFO : Epoch 1913 | loss: 0.0311798 | val_loss: 0.0311837 | Time: 5654.38 ms
[2021-01-21 13:43:05 main:574] : INFO : Epoch 1914 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 5693.57 ms
[2021-01-21 13:43:11 main:574] : INFO : Epoch 1915 | loss: 0.0311797 | val_loss: 0.0311855 | Time: 5722.35 ms
[2021-01-21 13:43:17 main:574] : INFO : Epoch 1916 | loss: 0.0311808 | val_loss: 0.0311875 | Time: 5660.5 ms
[2021-01-21 13:43:22 main:574] : INFO : Epoch 1917 | loss: 0.0311836 | val_loss: 0.031181 | Time: 5672.46 ms
[2021-01-21 13:43:28 main:574] : INFO : Epoch 1918 | loss: 0.0311792 | val_loss: 0.0311857 | Time: 5663.18 ms
[2021-01-21 13:43:34 main:574] : INFO : Epoch 1919 | loss: 0.03118 | val_loss: 0.0311887 | Time: 5708.45 ms
[2021-01-21 13:43:40 main:574] : INFO : Epoch 1920 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 5674.12 ms
[2021-01-21 13:43:45 main:574] : INFO : Epoch 1921 | loss: 0.0311771 | val_loss: 0.031182 | Time: 5669.68 ms
[2021-01-21 13:43:51 main:574] : INFO : Epoch 1922 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 5744.28 ms
[2021-01-21 13:43:57 main:574] : INFO : Epoch 1923 | loss: 0.0311758 | val_loss: 0.0311822 | Time: 5671.43 ms
[2021-01-21 13:44:03 main:574] : INFO : Epoch 1924 | loss: 0.0311771 | val_loss: 0.0311815 | Time: 5660.12 ms
[2021-01-21 13:44:08 main:574] : INFO : Epoch 1925 | loss: 0.0311796 | val_loss: 0.0311813 | Time: 5747.29 ms
[2021-01-21 13:44:14 main:574] : INFO : Epoch 1926 | loss: 0.0311828 | val_loss: 0.0311809 | Time: 5683.36 ms
[2021-01-21 13:44:20 main:574] : INFO : Epoch 1927 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 5692.17 ms
[2021-01-21 13:44:26 main:574] : INFO : Epoch 1928 | loss: 0.0311792 | val_loss: 0.031181 | Time: 5680.93 ms
[2021-01-21 13:44:32 main:574] : INFO : Epoch 1929 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 5714.13 ms
[2021-01-21 13:44:37 main:574] : INFO : Epoch 1930 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 5759.78 ms
[2021-01-21 13:44:43 main:574] : INFO : Epoch 1931 | loss: 0.0311775 | val_loss: 0.0311855 | Time: 5721.89 ms
[2021-01-21 13:44:49 main:574] : INFO : Epoch 1932 | loss: 0.0311774 | val_loss: 0.0311842 | Time: 5662.67 ms
[2021-01-21 13:44:55 main:574] : INFO : Epoch 1933 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 5693.15 ms
[2021-01-21 13:45:00 main:574] : INFO : Epoch 1934 | loss: 0.031176 | val_loss: 0.031182 | Time: 5664.35 ms
[2021-01-21 13:45:06 main:574] : INFO : Epoch 1935 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 5654.5 ms
[2021-01-21 13:45:12 main:574] : INFO : Epoch 1936 | loss: 0.0311764 | val_loss: 0.031185 | Time: 5655.28 ms
[2021-01-21 13:45:18 main:574] : INFO : Epoch 1937 | loss: 0.0311795 | val_loss: 0.0311911 | Time: 5710.88 ms
[2021-01-21 13:45:23 main:574] : INFO : Epoch 1938 | loss: 0.0311809 | val_loss: 0.0311872 | Time: 5736.68 ms
[2021-01-21 13:45:29 main:574] : INFO : Epoch 1939 | loss: 0.031178 | val_loss: 0.031188 | Time: 5667.67 ms
[2021-01-21 13:45:35 main:574] : INFO : Epoch 1940 | loss: 0.0311782 | val_loss: 0.0311833 | Time: 5655.4 ms
[2021-01-21 13:45:41 main:574] : INFO : Epoch 1941 | loss: 0.0311797 | val_loss: 0.0311867 | Time: 5703.8 ms
[2021-01-21 13:45:46 main:574] : INFO : Epoch 1942 | loss: 0.0311833 | val_loss: 0.031187 | Time: 5656.3 ms
[2021-01-21 13:45:52 main:574] : INFO : Epoch 1943 | loss: 0.0311823 | val_loss: 0.0311859 | Time: 5716.62 ms
[2021-01-21 13:45:58 main:574] : INFO : Epoch 1944 | loss: 0.031181 | val_loss: 0.0311866 | Time: 5697.7 ms
[2021-01-21 13:46:04 main:574] : INFO : Epoch 1945 | loss: 0.0311865 | val_loss: 0.0311908 | Time: 5654.93 ms
[2021-01-21 13:46:10 main:574] : INFO : Epoch 1946 | loss: 0.0311908 | val_loss: 0.0311896 | Time: 5715.7 ms
[2021-01-21 13:46:15 main:574] : INFO : Epoch 1947 | loss: 0.0311856 | val_loss: 0.0311882 | Time: 5669.47 ms
[2021-01-21 13:46:21 main:574] : INFO : Epoch 1948 | loss: 0.0311851 | val_loss: 0.0311894 | Time: 5655.93 ms
[2021-01-21 13:46:27 main:574] : INFO : Epoch 1949 | loss: 0.0311853 | val_loss: 0.031188 | Time: 5650.58 ms
[2021-01-21 13:46:33 main:574] : INFO : Epoch 1950 | loss: 0.0311826 | val_loss: 0.0311873 | Time: 5719.33 ms
[2021-01-21 13:46:38 main:574] : INFO : Epoch 1951 | loss: 0.0311834 | val_loss: 0.0311918 | Time: 5661.18 ms
[2021-01-21 13:46:44 main:574] : INFO : Epoch 1952 | loss: 0.0311851 | val_loss: 0.0311882 | Time: 5666.57 ms
[2021-01-21 13:46:50 main:574] : INFO : Epoch 1953 | loss: 0.0311841 | val_loss: 0.0312016 | Time: 5730.61 ms
[2021-01-21 13:46:56 main:574] : INFO : Epoch 1954 | loss: 0.03119 | val_loss: 0.0311918 | Time: 5691.86 ms
[2021-01-21 13:47:02 main:574] : INFO : Epoch 1955 | loss: 0.0311831 | val_loss: 0.0311878 | Time: 5782.93 ms
[2021-01-21 13:47:07 main:574] : INFO : Epoch 1956 | loss: 0.0311814 | val_loss: 0.0311924 | Time: 5661.17 ms
[2021-01-21 13:47:13 main:574] : INFO : Epoch 1957 | loss: 0.0311823 | val_loss: 0.0311862 | Time: 5667.82 ms
[2021-01-21 13:47:19 main:574] : INFO : Epoch 1958 | loss: 0.0311815 | val_loss: 0.0311863 | Time: 5669.64 ms
[2021-01-21 13:47:25 main:574] : INFO : Epoch 1959 | loss: 0.0311865 | val_loss: 0.0311985 | Time: 5683.02 ms
[2021-01-21 13:47:30 main:574] : INFO : Epoch 1960 | loss: 0.0311954 | val_loss: 0.0311922 | Time: 5670.8 ms
[2021-01-21 13:47:36 main:574] : INFO : Epoch 1961 | loss: 0.0311922 | val_loss: 0.0311863 | Time: 5698.11 ms
[2021-01-21 13:47:42 main:574] : INFO : Epoch 1962 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 5664.45 ms
[2021-01-21 13:47:48 main:574] : INFO : Epoch 1963 | loss: 0.0311855 | val_loss: 0.0311859 | Time: 5652.61 ms
[2021-01-21 13:47:53 main:574] : INFO : Epoch 1964 | loss: 0.0311837 | val_loss: 0.0311826 | Time: 5712.13 ms
[2021-01-21 13:47:59 main:574] : INFO : Epoch 1965 | loss: 0.0311828 | val_loss: 0.0311849 | Time: 5761.16 ms
[2021-01-21 13:48:05 main:574] : INFO : Epoch 1966 | loss: 0.031183 | val_loss: 0.0311863 | Time: 5666.42 ms
[2021-01-21 13:48:11 main:574] : INFO : Epoch 1967 | loss: 0.0311835 | val_loss: 0.0311904 | Time: 5659.59 ms
[2021-01-21 13:48:16 main:574] : INFO : Epoch 1968 | loss: 0.0311822 | val_loss: 0.0311875 | Time: 5696.89 ms
[2021-01-21 13:48:22 main:574] : INFO : Epoch 1969 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 5673.99 ms
[2021-01-21 13:48:28 main:574] : INFO : Epoch 1970 | loss: 0.0311808 | val_loss: 0.0311889 | Time: 5654.22 ms
[2021-01-21 13:48:34 main:574] : INFO : Epoch 1971 | loss: 0.0311808 | val_loss: 0.0311862 | Time: 5666.05 ms
[2021-01-21 13:48:40 main:574] : INFO : Epoch 1972 | loss: 0.0311794 | val_loss: 0.0311881 | Time: 5698.71 ms
[2021-01-21 13:48:45 main:574] : INFO : Epoch 1973 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 5673.61 ms
[2021-01-21 13:48:51 main:574] : INFO : Epoch 1974 | loss: 0.0311804 | val_loss: 0.0311893 | Time: 5687.04 ms
[2021-01-21 13:48:57 main:574] : INFO : Epoch 1975 | loss: 0.0311802 | val_loss: 0.031187 | Time: 5665.11 ms
[2021-01-21 13:49:03 main:574] : INFO : Epoch 1976 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 5768.79 ms
[2021-01-21 13:49:08 main:574] : INFO : Epoch 1977 | loss: 0.0311794 | val_loss: 0.0311871 | Time: 5720.2 ms
[2021-01-21 13:49:14 main:574] : INFO : Epoch 1978 | loss: 0.0311787 | val_loss: 0.0311859 | Time: 5650.7 ms
[2021-01-21 13:49:20 main:574] : INFO : Epoch 1979 | loss: 0.0311793 | val_loss: 0.0311854 | Time: 5658.5 ms
[2021-01-21 13:49:26 main:574] : INFO : Epoch 1980 | loss: 0.0311812 | val_loss: 0.0311892 | Time: 5727.9 ms
[2021-01-21 13:49:31 main:574] : INFO : Epoch 1981 | loss: 0.0311823 | val_loss: 0.031189 | Time: 5760.54 ms
[2021-01-21 13:49:37 main:574] : INFO : Epoch 1982 | loss: 0.0311827 | val_loss: 0.0311917 | Time: 5778.35 ms
[2021-01-21 13:49:43 main:574] : INFO : Epoch 1983 | loss: 0.0311831 | val_loss: 0.0311913 | Time: 5714.69 ms
[2021-01-21 13:49:49 main:574] : INFO : Epoch 1984 | loss: 0.0311832 | val_loss: 0.0311888 | Time: 5653.23 ms
[2021-01-21 13:49:55 main:574] : INFO : Epoch 1985 | loss: 0.031181 | val_loss: 0.0311862 | Time: 5697.49 ms
[2021-01-21 13:50:01 main:574] : INFO : Epoch 1986 | loss: 0.0311786 | val_loss: 0.0311869 | Time: 5727.72 ms
[2021-01-21 13:50:06 main:574] : INFO : Epoch 1987 | loss: 0.0311802 | val_loss: 0.0311867 | Time: 5667.96 ms
[2021-01-21 13:50:12 main:574] : INFO : Epoch 1988 | loss: 0.0311794 | val_loss: 0.0311888 | Time: 5655.77 ms
[2021-01-21 13:50:18 main:574] : INFO : Epoch 1989 | loss: 0.0311794 | val_loss: 0.031191 | Time: 5701.51 ms
[2021-01-21 13:50:24 main:574] : INFO : Epoch 1990 | loss: 0.0311797 | val_loss: 0.0311861 | Time: 5680.87 ms
[2021-01-21 13:50:29 main:574] : INFO : Epoch 1991 | loss: 0.0311803 | val_loss: 0.0311895 | Time: 5678.94 ms
[2021-01-21 13:50:35 main:574] : INFO : Epoch 1992 | loss: 0.0311823 | val_loss: 0.0311921 | Time: 5653.93 ms
[2021-01-21 13:50:41 main:574] : INFO : Epoch 1993 | loss: 0.0311836 | val_loss: 0.0311901 | Time: 5685.36 ms
[2021-01-21 13:50:47 main:574] : INFO : Epoch 1994 | loss: 0.0311815 | val_loss: 0.0311866 | Time: 5652.33 ms
[2021-01-21 13:50:52 main:574] : INFO : Epoch 1995 | loss: 0.0311846 | val_loss: 0.0311901 | Time: 5674.54 ms
[2021-01-21 13:50:58 main:574] : INFO : Epoch 1996 | loss: 0.0311849 | val_loss: 0.0311918 | Time: 5772.9 ms
[2021-01-21 13:51:04 main:574] : INFO : Epoch 1997 | loss: 0.0311864 | val_loss: 0.0311981 | Time: 5715.23 ms
[2021-01-21 13:51:10 main:574] : INFO : Epoch 1998 | loss: 0.0311845 | val_loss: 0.0311914 | Time: 5755.63 ms
[2021-01-21 13:51:15 main:574] : INFO : Epoch 1999 | loss: 0.0311835 | val_loss: 0.0311909 | Time: 5670.24 ms
[2021-01-21 13:51:21 main:574] : INFO : Epoch 2000 | loss: 0.0311826 | val_loss: 0.0311907 | Time: 5792.27 ms
[2021-01-21 13:51:27 main:574] : INFO : Epoch 2001 | loss: 0.0311807 | val_loss: 0.0311895 | Time: 5661.15 ms
[2021-01-21 13:51:33 main:574] : INFO : Epoch 2002 | loss: 0.0311808 | val_loss: 0.0311898 | Time: 5674.04 ms
[2021-01-21 13:51:39 main:574] : INFO : Epoch 2003 | loss: 0.0311818 | val_loss: 0.0311892 | Time: 5680.43 ms
[2021-01-21 13:51:44 main:574] : INFO : Epoch 2004 | loss: 0.0311837 | val_loss: 0.0311904 | Time: 5768.86 ms
[2021-01-21 13:51:50 main:574] : INFO : Epoch 2005 | loss: 0.0311845 | val_loss: 0.0311899 | Time: 5779.08 ms
[2021-01-21 13:51:56 main:574] : INFO : Epoch 2006 | loss: 0.0311851 | val_loss: 0.0311921 | Time: 5671.18 ms
[2021-01-21 13:52:02 main:574] : INFO : Epoch 2007 | loss: 0.0311844 | val_loss: 0.0311898 | Time: 5685.39 ms
[2021-01-21 13:52:08 main:574] : INFO : Epoch 2008 | loss: 0.031183 | val_loss: 0.0311897 | Time: 5736.18 ms
[2021-01-21 13:52:13 main:574] : INFO : Epoch 2009 | loss: 0.0311823 | val_loss: 0.0311879 | Time: 5686.85 ms
[2021-01-21 13:52:19 main:574] : INFO : Epoch 2010 | loss: 0.0311821 | val_loss: 0.0311901 | Time: 5672.42 ms
[2021-01-21 13:52:25 main:574] : INFO : Epoch 2011 | loss: 0.0311809 | val_loss: 0.0311878 | Time: 5688.34 ms
[2021-01-21 13:52:31 main:574] : INFO : Epoch 2012 | loss: 0.0311797 | val_loss: 0.0311883 | Time: 5785.33 ms
[2021-01-21 13:52:37 main:574] : INFO : Epoch 2013 | loss: 0.0311816 | val_loss: 0.031188 | Time: 5711.87 ms
[2021-01-21 13:52:42 main:574] : INFO : Epoch 2014 | loss: 0.0311829 | val_loss: 0.0311901 | Time: 5708.82 ms
[2021-01-21 13:52:48 main:574] : INFO : Epoch 2015 | loss: 0.0311848 | val_loss: 0.0311897 | Time: 5731.42 ms
[2021-01-21 13:52:54 main:574] : INFO : Epoch 2016 | loss: 0.031182 | val_loss: 0.0311898 | Time: 5689.86 ms
[2021-01-21 13:53:00 main:574] : INFO : Epoch 2017 | loss: 0.0311798 | val_loss: 0.0311885 | Time: 5705.9 ms
[2021-01-21 13:53:05 main:574] : INFO : Epoch 2018 | loss: 0.0311833 | val_loss: 0.0311906 | Time: 5658.89 ms
[2021-01-21 13:53:11 main:574] : INFO : Epoch 2019 | loss: 0.031185 | val_loss: 0.0311971 | Time: 5658.74 ms
[2021-01-21 13:53:17 main:574] : INFO : Epoch 2020 | loss: 0.0311936 | val_loss: 0.0312004 | Time: 5691.35 ms
[2021-01-21 13:53:23 main:574] : INFO : Epoch 2021 | loss: 0.0311975 | val_loss: 0.0312017 | Time: 5658.23 ms
[2021-01-21 13:53:29 main:574] : INFO : Epoch 2022 | loss: 0.0311962 | val_loss: 0.0311977 | Time: 5726.39 ms
[2021-01-21 13:53:34 main:574] : INFO : Epoch 2023 | loss: 0.0311964 | val_loss: 0.031196 | Time: 5726.56 ms
[2021-01-21 13:53:40 main:574] : INFO : Epoch 2024 | loss: 0.0312014 | val_loss: 0.0312082 | Time: 5669.73 ms
[2021-01-21 13:53:46 main:574] : INFO : Epoch 2025 | loss: 0.0312019 | val_loss: 0.0312118 | Time: 5664.55 ms
[2021-01-21 13:53:52 main:574] : INFO : Epoch 2026 | loss: 0.0311998 | val_loss: 0.0312048 | Time: 5735.9 ms
[2021-01-21 13:53:58 main:574] : INFO : Epoch 2027 | loss: 0.0311983 | val_loss: 0.0312058 | Time: 5761.19 ms
[2021-01-21 13:54:03 main:574] : INFO : Epoch 2028 | loss: 0.0312005 | val_loss: 0.0312041 | Time: 5685.46 ms
[2021-01-21 13:54:09 main:574] : INFO : Epoch 2029 | loss: 0.0312026 | val_loss: 0.0312053 | Time: 5741.14 ms
[2021-01-21 13:54:15 main:574] : INFO : Epoch 2030 | loss: 0.0311974 | val_loss: 0.0312045 | Time: 5715.93 ms
[2021-01-21 13:54:21 main:574] : INFO : Epoch 2031 | loss: 0.0311972 | val_loss: 0.0312039 | Time: 5704.64 ms
[2021-01-21 13:54:27 main:574] : INFO : Epoch 2032 | loss: 0.0311975 | val_loss: 0.0312079 | Time: 5736.36 ms
[2021-01-21 13:54:32 main:574] : INFO : Epoch 2033 | loss: 0.0311971 | val_loss: 0.0312039 | Time: 5664.33 ms
[2021-01-21 13:54:38 main:574] : INFO : Epoch 2034 | loss: 0.0311972 | val_loss: 0.0312029 | Time: 5669.51 ms
[2021-01-21 13:54:44 main:574] : INFO : Epoch 2035 | loss: 0.0311985 | val_loss: 0.0312099 | Time: 5776.17 ms
[2021-01-21 13:54:50 main:574] : INFO : Epoch 2036 | loss: 0.0311976 | val_loss: 0.0312074 | Time: 5683.83 ms
[2021-01-21 13:54:55 main:574] : INFO : Epoch 2037 | loss: 0.0311976 | val_loss: 0.0312075 | Time: 5676.61 ms
[2021-01-21 13:55:01 main:574] : INFO : Epoch 2038 | loss: 0.0311974 | val_loss: 0.0312061 | Time: 5692.1 ms
[2021-01-21 13:55:07 main:574] : INFO : Epoch 2039 | loss: 0.031199 | val_loss: 0.0312017 | Time: 5687.28 ms
[2021-01-21 13:55:13 main:574] : INFO : Epoch 2040 | loss: 0.0312062 | val_loss: 0.0312068 | Time: 5722.75 ms
[2021-01-21 13:55:19 main:574] : INFO : Epoch 2041 | loss: 0.0312105 | val_loss: 0.0312152 | Time: 5789.52 ms
[2021-01-21 13:55:24 main:574] : INFO : Epoch 2042 | loss: 0.0312153 | val_loss: 0.0312132 | Time: 5668.88 ms
[2021-01-21 13:55:30 main:574] : INFO : Epoch 2043 | loss: 0.0312148 | val_loss: 0.031212 | Time: 5671.33 ms
[2021-01-21 13:55:36 main:574] : INFO : Epoch 2044 | loss: 0.0312133 | val_loss: 0.03121 | Time: 5680.96 ms
[2021-01-21 13:55:42 main:574] : INFO : Epoch 2045 | loss: 0.0312117 | val_loss: 0.0312148 | Time: 5719.67 ms
[2021-01-21 13:55:48 main:574] : INFO : Epoch 2046 | loss: 0.0312114 | val_loss: 0.0312091 | Time: 5753.86 ms
[2021-01-21 13:55:53 main:574] : INFO : Epoch 2047 | loss: 0.0312204 | val_loss: 0.0312198 | Time: 5679.66 ms
[2021-01-21 13:55:59 main:574] : INFO : Epoch 2048 | loss: 0.0312193 | val_loss: 0.0312195 | Time: 5653.72 ms
[2021-01-21 13:55:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312195
[2021-01-21 13:55:59 main:603] : INFO : Saving end state to config to file
[2021-01-21 13:55:59 main:608] : INFO : Success, exiting..
13:55:59 (10556): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)