Task 14597477
| Name | ParityModified-1647041517-11389-3-0_1 |
| Workunit | 10933767 |
| Created | 11 Apr 2022, 17:38:48 UTC |
| Sent | 11 Apr 2022, 17:39:07 UTC |
| Report deadline | 19 Apr 2022, 17:39:07 UTC |
| Received | 11 Apr 2022, 18:18:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 38 min 45 sec |
| CPU time | 35 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,317.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 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: 0.0311655 | val_loss: 0.0311672 | Time: 1050.36 ms [2022-04-11 11:08:26 main:574] : INFO : Epoch 1543 | loss: 0.0311657 | val_loss: 0.0311665 | Time: 1047.5 ms [2022-04-11 11:08:27 main:574] : INFO : Epoch 1544 | loss: 0.0311652 | val_loss: 0.0311671 | Time: 1050.11 ms [2022-04-11 11:08:29 main:574] : INFO : Epoch 1545 | loss: 0.031166 | val_loss: 0.0311716 | Time: 1045.97 ms [2022-04-11 11:08:30 main:574] : INFO : Epoch 1546 | loss: 0.0311643 | val_loss: 0.0311693 | Time: 1052.87 ms [2022-04-11 11:08:31 main:574] : INFO : Epoch 1547 | loss: 0.0311654 | val_loss: 0.0311659 | Time: 1047.06 ms [2022-04-11 11:08:32 main:574] : INFO : Epoch 1548 | loss: 0.0311696 | val_loss: 0.0311696 | Time: 1049.83 ms [2022-04-11 11:08:33 main:574] : INFO : Epoch 1549 | loss: 0.0311678 | val_loss: 0.031168 | Time: 1045.56 ms [2022-04-11 11:08:34 main:574] : INFO : Epoch 1550 | loss: 0.0311686 | val_loss: 0.0311645 | Time: 1049.1 ms [2022-04-11 11:08:35 main:574] : INFO : Epoch 1551 | loss: 0.0311656 | val_loss: 0.0311657 | Time: 1048.52 ms [2022-04-11 11:08:36 main:574] : INFO : Epoch 1552 | loss: 0.0311646 | val_loss: 0.0311647 | Time: 1046.86 ms [2022-04-11 11:08:37 main:574] : INFO : Epoch 1553 | loss: 0.0311641 | val_loss: 0.0311657 | Time: 1053.6 ms [2022-04-11 11:08:39 main:574] : INFO : Epoch 1554 | loss: 0.0311641 | val_loss: 0.0311643 | Time: 1046.68 ms [2022-04-11 11:08:40 main:574] : INFO : Epoch 1555 | loss: 0.0311646 | val_loss: 0.0311688 | Time: 1051.22 ms [2022-04-11 11:08:41 main:574] : INFO : Epoch 1556 | loss: 0.0311665 | val_loss: 0.031167 | Time: 1048.34 ms [2022-04-11 11:08:42 main:574] : INFO : Epoch 1557 | loss: 0.0311654 | val_loss: 0.0311659 | Time: 1051.31 ms [2022-04-11 11:08:43 main:574] : INFO : Epoch 1558 | loss: 0.0311656 | val_loss: 0.0311663 | Time: 1049.15 ms [2022-04-11 11:08:44 main:574] : INFO : Epoch 1559 | loss: 0.0311644 | val_loss: 0.0311658 | Time: 1050.81 ms [2022-04-11 11:08:45 main:574] : INFO : Epoch 1560 | loss: 0.0311647 | val_loss: 0.031165 | Time: 1046.34 ms [2022-04-11 11:08:47 main:574] : INFO : Epoch 1561 | loss: 0.0311645 | val_loss: 0.031165 | Time: 1053.88 ms [2022-04-11 11:08:48 main:574] : INFO : Epoch 1562 | loss: 0.031166 | val_loss: 0.0311688 | Time: 1047.06 ms [2022-04-11 11:08:49 main:574] : INFO : Epoch 1563 | loss: 0.0311678 | val_loss: 0.0311663 | Time: 1051.38 ms [2022-04-11 11:08:50 main:574] : INFO : Epoch 1564 | loss: 0.0311669 | val_loss: 0.0311677 | Time: 1047.96 ms [2022-04-11 11:08:51 main:574] : INFO : Epoch 1565 | loss: 0.0311657 | val_loss: 0.0311696 | Time: 1053.15 ms [2022-04-11 11:08:52 main:574] : INFO : Epoch 1566 | loss: 0.0311678 | val_loss: 0.0311757 | Time: 1043.06 ms [2022-04-11 11:08:53 main:574] : INFO : Epoch 1567 | loss: 0.0311677 | val_loss: 0.0311681 | Time: 1052.37 ms [2022-04-11 11:08:54 main:574] : INFO : Epoch 1568 | loss: 0.0311648 | val_loss: 0.0311717 | Time: 1045.28 ms [2022-04-11 11:08:56 main:574] : INFO : Epoch 1569 | loss: 0.0311672 | val_loss: 0.0311656 | Time: 1049.86 ms [2022-04-11 11:08:57 main:574] : INFO : Epoch 1570 | loss: 0.0311653 | val_loss: 0.0311662 | Time: 1045.61 ms [2022-04-11 11:08:58 main:574] : INFO : Epoch 1571 | loss: 0.0311645 | val_loss: 0.0311657 | Time: 1052.86 ms [2022-04-11 11:08:59 main:574] : INFO : Epoch 1572 | loss: 0.0311665 | val_loss: 0.0311693 | Time: 1045.23 ms [2022-04-11 11:09:00 main:574] : INFO : Epoch 1573 | loss: 0.0311681 | val_loss: 0.0311682 | Time: 1050.19 ms [2022-04-11 11:09:01 main:574] : INFO : Epoch 1574 | loss: 0.0311671 | val_loss: 0.031168 | Time: 1048.44 ms [2022-04-11 11:09:02 main:574] : INFO : Epoch 1575 | loss: 0.0311661 | val_loss: 0.0311687 | Time: 1052.6 ms [2022-04-11 11:09:03 main:574] : INFO : Epoch 1576 | loss: 0.0311648 | val_loss: 0.0311684 | Time: 1048.89 ms [2022-04-11 11:09:05 main:574] : INFO : Epoch 1577 | loss: 0.031167 | val_loss: 0.0311724 | Time: 1051.66 ms [2022-04-11 11:09:06 main:574] : INFO : Epoch 1578 | loss: 0.0311652 | val_loss: 0.03117 | Time: 1043.47 ms [2022-04-11 11:09:07 main:574] : INFO : Epoch 1579 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 1049.57 ms [2022-04-11 11:09:08 main:574] : INFO : Epoch 1580 | loss: 0.0311654 | val_loss: 0.0311657 | Time: 1047.75 ms [2022-04-11 11:09:09 main:574] : INFO : Epoch 1581 | loss: 0.0311672 | val_loss: 0.0311694 | Time: 1051.4 ms [2022-04-11 11:09:10 main:574] : INFO : Epoch 1582 | loss: 0.0311678 | val_loss: 0.031168 | Time: 1047.06 ms [2022-04-11 11:09:11 main:574] : INFO : Epoch 1583 | loss: 0.0311667 | val_loss: 0.0311838 | Time: 1053.31 ms [2022-04-11 11:09:12 main:574] : INFO : Epoch 1584 | loss: 0.0311712 | val_loss: 0.0311848 | Time: 1048.64 ms [2022-04-11 11:09:14 main:574] : INFO : Epoch 1585 | loss: 0.0311729 | val_loss: 0.0311672 | Time: 1052.01 ms [2022-04-11 11:09:15 main:574] : INFO : Epoch 1586 | loss: 0.0311665 | val_loss: 0.031167 | Time: 1046.32 ms [2022-04-11 11:09:16 main:574] : INFO : Epoch 1587 | loss: 0.0311667 | val_loss: 0.0311648 | Time: 1050.4 ms [2022-04-11 11:09:17 main:574] : INFO : Epoch 1588 | loss: 0.0311674 | val_loss: 0.0311639 | Time: 1045.28 ms [2022-04-11 11:09:18 main:574] : INFO : Epoch 1589 | loss: 0.0311697 | val_loss: 0.0311693 | Time: 1052.42 ms [2022-04-11 11:09:19 main:574] : INFO : Epoch 1590 | loss: 0.0311701 | val_loss: 0.0311635 | Time: 1048.09 ms [2022-04-11 11:09:20 main:574] : INFO : Epoch 1591 | loss: 0.0311649 | val_loss: 0.0311635 | Time: 1052.92 ms [2022-04-11 11:09:21 main:574] : INFO : Epoch 1592 | loss: 0.031166 | val_loss: 0.0311658 | Time: 1047.33 ms [2022-04-11 11:09:23 main:574] : INFO : Epoch 1593 | loss: 0.0311657 | val_loss: 0.0311652 | Time: 1052.08 ms [2022-04-11 11:09:24 main:574] : INFO : Epoch 1594 | loss: 0.0311637 | val_loss: 0.0311628 | Time: 1049.33 ms [2022-04-11 11:09:25 main:574] : INFO : Epoch 1595 | loss: 0.0311617 | val_loss: 0.031164 | Time: 1053.93 ms [2022-04-11 11:09:26 main:574] : INFO : Epoch 1596 | loss: 0.0311619 | val_loss: 0.0311656 | Time: 1045.09 ms [2022-04-11 11:09:27 main:574] : INFO : Epoch 1597 | loss: 0.0311637 | val_loss: 0.031166 | Time: 1051.38 ms [2022-04-11 11:09:28 main:574] : INFO : Epoch 1598 | loss: 0.0311672 | val_loss: 0.0311719 | Time: 1047.21 ms [2022-04-11 11:09:29 main:574] : INFO : Epoch 1599 | loss: 0.0311673 | val_loss: 0.0311716 | Time: 1052.18 ms [2022-04-11 11:09:30 main:574] : INFO : Epoch 1600 | loss: 0.031164 | val_loss: 0.0311624 | Time: 1046.34 ms [2022-04-11 11:09:32 main:574] : INFO : Epoch 1601 | loss: 0.0311637 | val_loss: 0.0311654 | Time: 1052.75 ms [2022-04-11 11:09:33 main:574] : INFO : Epoch 1602 | loss: 0.0311617 | val_loss: 0.0311644 | Time: 1048.1 ms [2022-04-11 11:09:34 main:574] : INFO : Epoch 1603 | loss: 0.0311653 | val_loss: 0.0311781 | Time: 1050.75 ms [2022-04-11 11:09:35 main:574] : INFO : Epoch 1604 | loss: 0.0311662 | val_loss: 0.0311759 | Time: 1043.49 ms [2022-04-11 11:09:36 main:574] : INFO : Epoch 1605 | loss: 0.0311621 | val_loss: 0.0311622 | Time: 1052.63 ms [2022-04-11 11:09:37 main:574] : INFO : Epoch 1606 | loss: 0.0311596 | val_loss: 0.0311615 | Time: 1045.46 ms [2022-04-11 11:09:38 main:574] : INFO : Epoch 1607 | loss: 0.0311607 | val_loss: 0.0311623 | Time: 1052.54 ms [2022-04-11 11:09:40 main:574] : INFO : Epoch 1608 | loss: 0.0311616 | val_loss: 0.0311636 | Time: 1048.22 ms [2022-04-11 11:09:41 main:574] : INFO : Epoch 1609 | loss: 0.031167 | val_loss: 0.0311675 | Time: 1051.46 ms [2022-04-11 11:09:42 main:574] : INFO : Epoch 1610 | loss: 0.0311652 | val_loss: 0.0311626 | Time: 1047.56 ms [2022-04-11 11:09:43 main:574] : INFO : Epoch 1611 | loss: 0.0311653 | val_loss: 0.0311693 | Time: 1053.13 ms [2022-04-11 11:09:44 main:574] : INFO : Epoch 1612 | loss: 0.0311658 | val_loss: 0.0311638 | Time: 1044.24 ms [2022-04-11 11:09:45 main:574] : INFO : Epoch 1613 | loss: 0.031163 | val_loss: 0.0311621 | Time: 1053.06 ms [2022-04-11 11:09:46 main:574] : INFO : Epoch 1614 | loss: 0.0311639 | val_loss: 0.0311657 | Time: 1057.13 ms [2022-04-11 11:09:47 main:574] : INFO : Epoch 1615 | loss: 0.0311649 | val_loss: 0.031165 | Time: 1055.67 ms [2022-04-11 11:09:49 main:574] : INFO : Epoch 1616 | loss: 0.0311621 | val_loss: 0.0311645 | Time: 1052.74 ms [2022-04-11 11:09:50 main:574] : INFO : Epoch 1617 | loss: 0.0311641 | val_loss: 0.0311611 | Time: 1057.76 ms [2022-04-11 11:09:51 main:574] : INFO : Epoch 1618 | loss: 0.0311613 | val_loss: 0.031162 | Time: 1050.03 ms [2022-04-11 11:09:52 main:574] : INFO : Epoch 1619 | loss: 0.0311614 | val_loss: 0.0311634 | Time: 1056.5 ms [2022-04-11 11:09:53 main:574] : INFO : Epoch 1620 | loss: 0.0311608 | val_loss: 0.0311652 | Time: 1052.9 ms [2022-04-11 11:09:54 main:574] : INFO : Epoch 1621 | loss: 0.0311595 | val_loss: 0.031161 | Time: 1048.81 ms [2022-04-11 11:09:55 main:574] : INFO : Epoch 1622 | loss: 0.0311614 | val_loss: 0.0311598 | Time: 1048.01 ms [2022-04-11 11:09:56 main:574] : INFO : Epoch 1623 | loss: 0.0311596 | val_loss: 0.0311602 | Time: 1048.44 ms [2022-04-11 11:09:58 main:574] : INFO : Epoch 1624 | loss: 0.0311587 | val_loss: 0.0311598 | Time: 1047.4 ms [2022-04-11 11:09:59 main:574] : INFO : Epoch 1625 | loss: 0.0311611 | val_loss: 0.0311585 | Time: 1048.34 ms [2022-04-11 11:10:00 main:574] : INFO : Epoch 1626 | loss: 0.0311625 | val_loss: 0.0311623 | Time: 1045.96 ms [2022-04-11 11:10:01 main:574] : INFO : Epoch 1627 | loss: 0.0311626 | val_loss: 0.0311665 | Time: 1050.92 ms [2022-04-11 11:10:02 main:574] : INFO : Epoch 1628 | loss: 0.0311627 | val_loss: 0.0311616 | Time: 1047.42 ms [2022-04-11 11:10:03 main:574] : INFO : Epoch 1629 | loss: 0.0311693 | val_loss: 0.0311826 | Time: 1051.07 ms [2022-04-11 11:10:04 main:574] : INFO : Epoch 1630 | loss: 0.0311722 | val_loss: 0.0311825 | Time: 1044.56 ms [2022-04-11 11:10:05 main:574] : INFO : Epoch 1631 | loss: 0.0311667 | val_loss: 0.0311615 | Time: 1054.43 ms [2022-04-11 11:10:07 main:574] : INFO : Epoch 1632 | loss: 0.0311614 | val_loss: 0.0311659 | Time: 1047.52 ms [2022-04-11 11:10:08 main:574] : INFO : Epoch 1633 | loss: 0.0311597 | val_loss: 0.0311655 | Time: 1050.4 ms [2022-04-11 11:10:09 main:574] : INFO : Epoch 1634 | loss: 0.0311658 | val_loss: 0.0311651 | Time: 1047.17 ms [2022-04-11 11:10:10 main:574] : INFO : Epoch 1635 | loss: 0.0311642 | val_loss: 0.0311597 | Time: 1052.85 ms [2022-04-11 11:10:11 main:574] : INFO : Epoch 1636 | loss: 0.0311634 | val_loss: 0.0311685 | Time: 1046.95 ms [2022-04-11 11:10:12 main:574] : INFO : Epoch 1637 | loss: 0.0311592 | val_loss: 0.0311575 | Time: 1051.64 ms [2022-04-11 11:10:13 main:574] : INFO : Epoch 1638 | loss: 0.0311598 | val_loss: 0.0311647 | Time: 1046.52 ms [2022-04-11 11:10:14 main:574] : INFO : Epoch 1639 | loss: 0.0311612 | val_loss: 0.0311588 | Time: 1050.25 ms [2022-04-11 11:10:16 main:574] : INFO : Epoch 1640 | loss: 0.0311594 | val_loss: 0.0311596 | Time: 1055.61 ms [2022-04-11 11:10:17 main:574] : INFO : Epoch 1641 | loss: 0.0311597 | val_loss: 0.0311568 | Time: 1055.86 ms [2022-04-11 11:10:18 main:574] : INFO : Epoch 1642 | loss: 0.0311593 | val_loss: 0.0311621 | Time: 1051.99 ms [2022-04-11 11:10:19 main:574] : INFO : Epoch 1643 | loss: 0.0311624 | val_loss: 0.0311631 | Time: 1055.44 ms [2022-04-11 11:10:20 main:574] : INFO : Epoch 1644 | loss: 0.0311591 | val_loss: 0.03116 | Time: 1049.11 ms [2022-04-11 11:10:21 main:574] : INFO : Epoch 1645 | loss: 0.0311594 | val_loss: 0.0311634 | Time: 1056.67 ms [2022-04-11 11:10:22 main:574] : INFO : Epoch 1646 | loss: 0.0311603 | val_loss: 0.0311636 | Time: 1054.44 ms [2022-04-11 11:10:23 main:574] : INFO : Epoch 1647 | loss: 0.0311611 | val_loss: 0.0311595 | Time: 1049.78 ms [2022-04-11 11:10:25 main:574] : INFO : Epoch 1648 | loss: 0.0311597 | val_loss: 0.0311581 | Time: 1051.27 ms [2022-04-11 11:10:26 main:574] : INFO : Epoch 1649 | loss: 0.0311594 | val_loss: 0.0311575 | Time: 1048.99 ms [2022-04-11 11:10:27 main:574] : INFO : Epoch 1650 | loss: 0.0311603 | val_loss: 0.0311647 | Time: 1049.89 ms [2022-04-11 11:10:28 main:574] : INFO : Epoch 1651 | loss: 0.0311589 | val_loss: 0.0311653 | Time: 1046.15 ms [2022-04-11 11:10:29 main:574] : INFO : Epoch 1652 | loss: 0.0311583 | val_loss: 0.0311578 | Time: 1051.37 ms [2022-04-11 11:10:30 main:574] : INFO : Epoch 1653 | loss: 0.0311585 | val_loss: 0.0311588 | Time: 1049.08 ms [2022-04-11 11:10:31 main:574] : INFO : Epoch 1654 | loss: 0.031167 | val_loss: 0.0311634 | Time: 1051.07 ms [2022-04-11 11:10:32 main:574] : INFO : Epoch 1655 | loss: 0.0311594 | val_loss: 0.0311586 | Time: 1046.71 ms [2022-04-11 11:10:34 main:574] : INFO : Epoch 1656 | loss: 0.0311623 | val_loss: 0.0311655 | Time: 1052.36 ms [2022-04-11 11:10:35 main:574] : INFO : Epoch 1657 | loss: 0.0311599 | val_loss: 0.0311636 | Time: 1045.37 ms [2022-04-11 11:10:36 main:574] : INFO : Epoch 1658 | loss: 0.0311687 | val_loss: 0.0311595 | Time: 1052.37 ms [2022-04-11 11:10:37 main:574] : INFO : Epoch 1659 | loss: 0.0311659 | val_loss: 0.0311686 | Time: 1046.26 ms [2022-04-11 11:10:38 main:574] : INFO : Epoch 1660 | loss: 0.031159 | val_loss: 0.0311585 | Time: 1052.97 ms [2022-04-11 11:10:39 main:574] : INFO : Epoch 1661 | loss: 0.0311592 | val_loss: 0.0311617 | Time: 1047.46 ms [2022-04-11 11:10:40 main:574] : INFO : Epoch 1662 | loss: 0.0311635 | val_loss: 0.0311669 | Time: 1054.01 ms [2022-04-11 11:10:42 main:574] : INFO : Epoch 1663 | loss: 0.0311675 | val_loss: 0.0311685 | Time: 1040.94 ms [2022-04-11 11:10:43 main:574] : INFO : Epoch 1664 | loss: 0.031167 | val_loss: 0.0311628 | Time: 1053.26 ms [2022-04-11 11:10:44 main:574] : INFO : Epoch 1665 | loss: 0.0311642 | val_loss: 0.0311801 | Time: 1050.17 ms [2022-04-11 11:10:45 main:574] : INFO : Epoch 1666 | loss: 0.0311697 | val_loss: 0.0311617 | Time: 1048.3 ms [2022-04-11 11:10:46 main:574] : INFO : Epoch 1667 | loss: 0.0311622 | val_loss: 0.031164 | Time: 1048.76 ms [2022-04-11 11:10:47 main:574] : INFO : Epoch 1668 | loss: 0.031162 | val_loss: 0.0311608 | Time: 1051.43 ms [2022-04-11 11:10:48 main:574] : INFO : Epoch 1669 | loss: 0.0311625 | val_loss: 0.0311612 | Time: 1045.55 ms [2022-04-11 11:10:49 main:574] : INFO : Epoch 1670 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 1050.93 ms [2022-04-11 11:10:51 main:574] : INFO : Epoch 1671 | loss: 0.0311671 | val_loss: 0.0311667 | Time: 1047.67 ms [2022-04-11 11:10:52 main:574] : INFO : Epoch 1672 | loss: 0.0311648 | val_loss: 0.0311628 | Time: 1051.36 ms [2022-04-11 11:10:53 main:574] : INFO : Epoch 1673 | loss: 0.0311642 | val_loss: 0.0311626 | Time: 1048.53 ms [2022-04-11 11:10:54 main:574] : INFO : Epoch 1674 | loss: 0.031167 | val_loss: 0.0311658 | Time: 1050.24 ms [2022-04-11 11:10:55 main:574] : INFO : Epoch 1675 | loss: 0.0311713 | val_loss: 0.031164 | Time: 1048.53 ms [2022-04-11 11:10:56 main:574] : INFO : Epoch 1676 | loss: 0.031165 | val_loss: 0.031165 | Time: 1051.33 ms [2022-04-11 11:10:57 main:574] : INFO : Epoch 1677 | loss: 0.0311645 | val_loss: 0.031164 | Time: 1049.18 ms [2022-04-11 11:10:58 main:574] : INFO : Epoch 1678 | loss: 0.0311671 | val_loss: 0.0311598 | Time: 1050.38 ms [2022-04-11 11:11:00 main:574] : INFO : Epoch 1679 | loss: 0.0311628 | val_loss: 0.0311625 | Time: 1046.08 ms [2022-04-11 11:11:01 main:574] : INFO : Epoch 1680 | loss: 0.0311618 | val_loss: 0.0311601 | Time: 1051.61 ms [2022-04-11 11:11:02 main:574] : INFO : Epoch 1681 | loss: 0.0311612 | val_loss: 0.0311586 | Time: 1049.96 ms [2022-04-11 11:11:03 main:574] : INFO : Epoch 1682 | loss: 0.0311604 | val_loss: 0.031159 | Time: 1053.38 ms [2022-04-11 11:11:04 main:574] : INFO : Epoch 1683 | loss: 0.0311639 | val_loss: 0.0311637 | Time: 1048.59 ms [2022-04-11 11:11:05 main:574] : INFO : Epoch 1684 | loss: 0.0311661 | val_loss: 0.0311568 | Time: 1053.14 ms [2022-04-11 11:11:06 main:574] : INFO : Epoch 1685 | loss: 0.0311609 | val_loss: 0.0311588 | Time: 1049.66 ms [2022-04-11 11:11:07 main:574] : INFO : Epoch 1686 | loss: 0.031166 | val_loss: 0.0311705 | Time: 1050.61 ms [2022-04-11 11:11:09 main:574] : INFO : Epoch 1687 | loss: 0.0311631 | val_loss: 0.0311593 | Time: 1047.75 ms [2022-04-11 11:11:10 main:574] : INFO : Epoch 1688 | loss: 0.0311636 | val_loss: 0.0311629 | Time: 1051.22 ms [2022-04-11 11:11:11 main:574] : INFO : Epoch 1689 | loss: 0.0311624 | val_loss: 0.031157 | Time: 1048.8 ms [2022-04-11 11:11:12 main:574] : INFO : Epoch 1690 | loss: 0.0311613 | val_loss: 0.0311614 | Time: 1051.98 ms [2022-04-11 11:11:13 main:574] : INFO : Epoch 1691 | loss: 0.0311636 | val_loss: 0.0311629 | Time: 1047.29 ms [2022-04-11 11:11:14 main:574] : INFO : Epoch 1692 | loss: 0.0311633 | val_loss: 0.0311649 | Time: 1050.53 ms [2022-04-11 11:11:15 main:574] : INFO : Epoch 1693 | loss: 0.0311634 | val_loss: 0.0311675 | Time: 1047.13 ms [2022-04-11 11:11:16 main:574] : INFO : Epoch 1694 | loss: 0.0311613 | val_loss: 0.0311621 | Time: 1048.89 ms [2022-04-11 11:11:18 main:574] : INFO : Epoch 1695 | loss: 0.0311585 | val_loss: 0.031159 | Time: 1049.26 ms [2022-04-11 11:11:19 main:574] : INFO : Epoch 1696 | loss: 0.0311626 | val_loss: 0.0311608 | Time: 1053.48 ms [2022-04-11 11:11:20 main:574] : INFO : Epoch 1697 | loss: 0.0311605 | val_loss: 0.0311588 | Time: 1047.92 ms [2022-04-11 11:11:21 main:574] : INFO : Epoch 1698 | loss: 0.0311629 | val_loss: 0.0311618 | Time: 1049.34 ms [2022-04-11 11:11:22 main:574] : INFO : Epoch 1699 | loss: 0.0311579 | val_loss: 0.0311603 | Time: 1047.25 ms [2022-04-11 11:11:23 main:574] : INFO : Epoch 1700 | loss: 0.0311617 | val_loss: 0.0311545 | Time: 1053.79 ms [2022-04-11 11:11:24 main:574] : INFO : Epoch 1701 | loss: 0.031159 | val_loss: 0.0311592 | Time: 1046.58 ms [2022-04-11 11:11:25 main:574] : INFO : Epoch 1702 | loss: 0.0311598 | val_loss: 0.0311578 | Time: 1049.73 ms [2022-04-11 11:11:27 main:574] : INFO : Epoch 1703 | loss: 0.0311605 | val_loss: 0.0311568 | Time: 1047.79 ms [2022-04-11 11:11:28 main:574] : INFO : Epoch 1704 | loss: 0.0311573 | val_loss: 0.0311671 | Time: 1052.32 ms [2022-04-11 11:11:29 main:574] : INFO : Epoch 1705 | loss: 0.0311591 | val_loss: 0.0311573 | Time: 1046.47 ms [2022-04-11 11:11:30 main:574] : INFO : Epoch 1706 | loss: 0.0311573 | val_loss: 0.0311548 | Time: 1051.77 ms [2022-04-11 11:11:31 main:574] : INFO : Epoch 1707 | loss: 0.0311565 | val_loss: 0.0311541 | Time: 1047.27 ms [2022-04-11 11:11:32 main:574] : INFO : Epoch 1708 | loss: 0.0311597 | val_loss: 0.0311542 | Time: 1051.34 ms [2022-04-11 11:11:33 main:574] : INFO : Epoch 1709 | loss: 0.0311554 | val_loss: 0.0311529 | Time: 1049.89 ms [2022-04-11 11:11:34 main:574] : INFO : Epoch 1710 | loss: 0.0311551 | val_loss: 0.031158 | Time: 1048.86 ms [2022-04-11 11:11:36 main:574] : INFO : Epoch 1711 | loss: 0.0311565 | val_loss: 0.0311536 | Time: 1048.67 ms [2022-04-11 11:11:37 main:574] : INFO : Epoch 1712 | loss: 0.0311553 | val_loss: 0.0311549 | Time: 1045.55 ms [2022-04-11 11:11:38 main:574] : INFO : Epoch 1713 | loss: 0.0311558 | val_loss: 0.0311586 | Time: 1050.15 ms [2022-04-11 11:11:39 main:574] : INFO : Epoch 1714 | loss: 0.031156 | val_loss: 0.031156 | Time: 1049.24 ms [2022-04-11 11:11:40 main:574] : INFO : Epoch 1715 | loss: 0.0311546 | val_loss: 0.0311558 | Time: 1053.13 ms [2022-04-11 11:11:41 main:574] : INFO : Epoch 1716 | loss: 0.0311564 | val_loss: 0.0311552 | Time: 1046.87 ms [2022-04-11 11:11:42 main:574] : INFO : Epoch 1717 | loss: 0.0311584 | val_loss: 0.0311526 | Time: 1049.71 ms [2022-04-11 11:11:44 main:574] : INFO : Epoch 1718 | loss: 0.0311563 | val_loss: 0.0311587 | Time: 1046.29 ms [2022-04-11 11:11:45 main:574] : INFO : Epoch 1719 | loss: 0.031158 | val_loss: 0.0311569 | Time: 1051.6 ms [2022-04-11 11:11:46 main:574] : INFO : Epoch 1720 | loss: 0.0311586 | val_loss: 0.0311578 | Time: 1046.8 ms [2022-04-11 11:11:47 main:574] : INFO : Epoch 1721 | loss: 0.031157 | val_loss: 0.0311571 | Time: 1052.42 ms [2022-04-11 11:11:48 main:574] : INFO : Epoch 1722 | loss: 0.0311579 | val_loss: 0.0311535 | Time: 1046.06 ms [2022-04-11 11:11:49 main:574] : INFO : Epoch 1723 | loss: 0.0311584 | val_loss: 0.0311536 | Time: 1052.14 ms [2022-04-11 11:11:50 main:574] : INFO : Epoch 1724 | loss: 0.0311542 | val_loss: 0.0311571 | Time: 1048.14 ms [2022-04-11 11:11:51 main:574] : INFO : Epoch 1725 | loss: 0.0311612 | val_loss: 0.0311553 | Time: 1048.75 ms [2022-04-11 11:11:52 main:574] : INFO : Epoch 1726 | loss: 0.0311597 | val_loss: 0.0311647 | Time: 1045.53 ms [2022-04-11 11:11:54 main:574] : INFO : Epoch 1727 | loss: 0.0311634 | val_loss: 0.0311532 | Time: 1053.58 ms [2022-04-11 11:11:55 main:574] : INFO : Epoch 1728 | loss: 0.0311551 | val_loss: 0.0311523 | Time: 1049.03 ms [2022-04-11 11:11:56 main:574] : INFO : Epoch 1729 | loss: 0.0311538 | val_loss: 0.0311521 | Time: 1050.65 ms [2022-04-11 11:11:57 main:574] : INFO : Epoch 1730 | loss: 0.0311542 | val_loss: 0.0311524 | Time: 1043.31 ms [2022-04-11 11:11:58 main:574] : INFO : Epoch 1731 | loss: 0.0311547 | val_loss: 0.0311523 | Time: 1052.17 ms [2022-04-11 11:11:59 main:574] : INFO : Epoch 1732 | loss: 0.0311581 | val_loss: 0.0311573 | Time: 1049.38 ms [2022-04-11 11:12:00 main:574] : INFO : Epoch 1733 | loss: 0.0311576 | val_loss: 0.0311517 | Time: 1050.5 ms [2022-04-11 11:12:02 main:574] : INFO : Epoch 1734 | loss: 0.0311577 | val_loss: 0.0311599 | Time: 1047.7 ms [2022-04-11 11:12:03 main:574] : INFO : Epoch 1735 | loss: 0.0311589 | val_loss: 0.0311579 | Time: 1051.81 ms [2022-04-11 11:12:04 main:574] : INFO : Epoch 1736 | loss: 0.0311613 | val_loss: 0.0311578 | Time: 1044.83 ms [2022-04-11 11:12:05 main:574] : INFO : Epoch 1737 | loss: 0.0311606 | val_loss: 0.0311546 | Time: 1051.32 ms [2022-04-11 11:12:06 main:574] : INFO : Epoch 1738 | loss: 0.0311581 | val_loss: 0.0311565 | Time: 1046.26 ms [2022-04-11 11:12:07 main:574] : INFO : Epoch 1739 | loss: 0.0311565 | val_loss: 0.0311563 | Time: 1050.31 ms [2022-04-11 11:12:08 main:574] : INFO : Epoch 1740 | loss: 0.0311574 | val_loss: 0.0311585 | Time: 1046.24 ms [2022-04-11 11:12:09 main:574] : INFO : Epoch 1741 | loss: 0.0311574 | val_loss: 0.0311513 | Time: 1049.57 ms [2022-04-11 11:12:11 main:574] : INFO : Epoch 1742 | loss: 0.0311553 | val_loss: 0.031152 | Time: 1050.9 ms [2022-04-11 11:12:12 main:574] : INFO : Epoch 1743 | loss: 0.0311556 | val_loss: 0.0311535 | Time: 1048.14 ms [2022-04-11 11:12:13 main:574] : INFO : Epoch 1744 | loss: 0.0311584 | val_loss: 0.0311522 | Time: 1051.71 ms [2022-04-11 11:12:14 main:574] : INFO : Epoch 1745 | loss: 0.031155 | val_loss: 0.0311527 | Time: 1047.88 ms [2022-04-11 11:12:15 main:574] : INFO : Epoch 1746 | loss: 0.0311556 | val_loss: 0.0311526 | Time: 1051.58 ms [2022-04-11 11:12:16 main:574] : INFO : Epoch 1747 | loss: 0.0311561 | val_loss: 0.0311543 | Time: 1047.17 ms [2022-04-11 11:12:17 main:574] : INFO : Epoch 1748 | loss: 0.0311569 | val_loss: 0.0311545 | Time: 1054.1 ms [2022-04-11 11:12:18 main:574] : INFO : Epoch 1749 | loss: 0.0311553 | val_loss: 0.0311603 | Time: 1047.12 ms [2022-04-11 11:12:20 main:574] : INFO : Epoch 1750 | loss: 0.031156 | val_loss: 0.0311524 | Time: 1051.78 ms [2022-04-11 11:12:21 main:574] : INFO : Epoch 1751 | loss: 0.0311541 | val_loss: 0.0311529 | Time: 1048.44 ms [2022-04-11 11:12:22 main:574] : INFO : Epoch 1752 | loss: 0.0311543 | val_loss: 0.0311516 | Time: 1050.03 ms [2022-04-11 11:12:23 main:574] : INFO : Epoch 1753 | loss: 0.0311586 | val_loss: 0.0311522 | Time: 1047.73 ms [2022-04-11 11:12:24 main:574] : INFO : Epoch 1754 | loss: 0.0311566 | val_loss: 0.0311524 | Time: 1055.24 ms [2022-04-11 11:12:25 main:574] : INFO : Epoch 1755 | loss: 0.0311591 | val_loss: 0.0311532 | Time: 1050.3 ms [2022-04-11 11:12:26 main:574] : INFO : Epoch 1756 | loss: 0.0311628 | val_loss: 0.0311586 | Time: 1053.84 ms [2022-04-11 11:12:28 main:574] : INFO : Epoch 1757 | loss: 0.0311591 | val_loss: 0.0311592 | Time: 1046.98 ms [2022-04-11 11:12:29 main:574] : INFO : Epoch 1758 | loss: 0.0311588 | val_loss: 0.0311606 | Time: 1052.22 ms [2022-04-11 11:12:30 main:574] : INFO : Epoch 1759 | loss: 0.0311589 | val_loss: 0.0311604 | Time: 1046.19 ms [2022-04-11 11:12:31 main:574] : INFO : Epoch 1760 | loss: 0.0311585 | val_loss: 0.031158 | Time: 1047.99 ms [2022-04-11 11:12:32 main:574] : INFO : Epoch 1761 | loss: 0.0311573 | val_loss: 0.0311605 | Time: 1050.16 ms [2022-04-11 11:12:33 main:574] : INFO : Epoch 1762 | loss: 0.0311623 | val_loss: 0.0311617 | Time: 1049.23 ms [2022-04-11 11:12:34 main:574] : INFO : Epoch 1763 | loss: 0.031158 | val_loss: 0.0311675 | Time: 1052.67 ms [2022-04-11 11:12:35 main:574] : INFO : Epoch 1764 | loss: 0.0311612 | val_loss: 0.0311684 | Time: 1047.05 ms [2022-04-11 11:12:37 main:574] : INFO : Epoch 1765 | loss: 0.0311622 | val_loss: 0.0311615 | Time: 1052.73 ms [2022-04-11 11:12:38 main:574] : INFO : Epoch 1766 | loss: 0.03116 | val_loss: 0.0311586 | Time: 1046.09 ms [2022-04-11 11:12:39 main:574] : INFO : Epoch 1767 | loss: 0.0311569 | val_loss: 0.0311578 | Time: 1053.5 ms [2022-04-11 11:12:40 main:574] : INFO : Epoch 1768 | loss: 0.0311594 | val_loss: 0.0311566 | Time: 1048.37 ms [2022-04-11 11:12:41 main:574] : INFO : Epoch 1769 | loss: 0.0311561 | val_loss: 0.0311587 | Time: 1049.78 ms [2022-04-11 11:12:42 main:574] : INFO : Epoch 1770 | loss: 0.0311544 | val_loss: 0.0311572 | Time: 1044.11 ms [2022-04-11 11:12:43 main:574] : INFO : Epoch 1771 | loss: 0.0311542 | val_loss: 0.031159 | Time: 1050.85 ms [2022-04-11 11:12:44 main:574] : INFO : Epoch 1772 | loss: 0.0311544 | val_loss: 0.0311551 | Time: 1048.06 ms [2022-04-11 11:12:45 main:574] : INFO : Epoch 1773 | loss: 0.0311543 | val_loss: 0.0311579 | Time: 1048.69 ms [2022-04-11 11:12:47 main:574] : INFO : Epoch 1774 | loss: 0.0311535 | val_loss: 0.0311529 | Time: 1047.56 ms [2022-04-11 11:12:48 main:574] : INFO : Epoch 1775 | loss: 0.031152 | val_loss: 0.0311534 | Time: 1052.79 ms [2022-04-11 11:12:49 main:574] : INFO : Epoch 1776 | loss: 0.0311515 | val_loss: 0.0311521 | Time: 1049.13 ms [2022-04-11 11:12:50 main:574] : INFO : Epoch 1777 | loss: 0.0311518 | val_loss: 0.0311568 | Time: 1050.63 ms [2022-04-11 11:12:51 main:574] : INFO : Epoch 1778 | loss: 0.0311532 | val_loss: 0.0311523 | Time: 1046.99 ms [2022-04-11 11:12:52 main:574] : INFO : Epoch 1779 | loss: 0.0311518 | val_loss: 0.0311537 | Time: 1053.38 ms [2022-04-11 11:12:53 main:574] : INFO : Epoch 1780 | loss: 0.0311518 | val_loss: 0.0311567 | Time: 1049.3 ms [2022-04-11 11:12:54 main:574] : INFO : Epoch 1781 | loss: 0.031154 | val_loss: 0.0311591 | Time: 1051.87 ms [2022-04-11 11:12:56 main:574] : INFO : Epoch 1782 | loss: 0.0311526 | val_loss: 0.0311547 | Time: 1047.2 ms [2022-04-11 11:12:57 main:574] : INFO : Epoch 1783 | loss: 0.0311537 | val_loss: 0.0311558 | Time: 1051.54 ms [2022-04-11 11:12:58 main:574] : INFO : Epoch 1784 | loss: 0.0311523 | val_loss: 0.0311557 | Time: 1048.41 ms [2022-04-11 11:12:59 main:574] : INFO : Epoch 1785 | loss: 0.0311568 | val_loss: 0.0311598 | Time: 1051.94 ms [2022-04-11 11:13:00 main:574] : INFO : Epoch 1786 | loss: 0.031153 | val_loss: 0.0311563 | Time: 1048.51 ms [2022-04-11 11:13:01 main:574] : INFO : Epoch 1787 | loss: 0.0311572 | val_loss: 0.0311619 | Time: 1050.49 ms [2022-04-11 11:13:02 main:574] : INFO : Epoch 1788 | loss: 0.0311668 | val_loss: 0.0311623 | Time: 1045.58 ms [2022-04-11 11:13:03 main:574] : INFO : Epoch 1789 | loss: 0.0311682 | val_loss: 0.0311696 | Time: 1051.4 ms [2022-04-11 11:13:05 main:574] : INFO : Epoch 1790 | loss: 0.0311631 | val_loss: 0.0311636 | Time: 1046.09 ms [2022-04-11 11:13:06 main:574] : INFO : Epoch 1791 | loss: 0.031162 | val_loss: 0.0311591 | Time: 1050.89 ms [2022-04-11 11:13:07 main:574] : INFO : Epoch 1792 | loss: 0.0311598 | val_loss: 0.0311555 | Time: 1050.64 ms [2022-04-11 11:13:08 main:574] : INFO : Epoch 1793 | loss: 0.0311609 | val_loss: 0.0311575 | Time: 1054.62 ms [2022-04-11 11:13:09 main:574] : INFO : Epoch 1794 | loss: 0.0311603 | val_loss: 0.0311622 | Time: 1047.8 ms [2022-04-11 11:13:10 main:574] : INFO : Epoch 1795 | loss: 0.0311607 | val_loss: 0.0311539 | Time: 1049.86 ms [2022-04-11 11:13:11 main:574] : INFO : Epoch 1796 | loss: 0.0311559 | val_loss: 0.0311553 | Time: 1045.1 ms [2022-04-11 11:13:12 main:574] : INFO : Epoch 1797 | loss: 0.0311574 | val_loss: 0.0311556 | Time: 1051.03 ms [2022-04-11 11:13:14 main:574] : INFO : Epoch 1798 | loss: 0.0311554 | val_loss: 0.0311539 | Time: 1047.42 ms [2022-04-11 11:13:15 main:574] : INFO : Epoch 1799 | loss: 0.0311544 | val_loss: 0.0311526 | Time: 1052.48 ms [2022-04-11 11:13:16 main:574] : INFO : Epoch 1800 | loss: 0.0311597 | val_loss: 0.0311566 | Time: 1045.63 ms [2022-04-11 11:13:17 main:574] : INFO : Epoch 1801 | loss: 0.0311578 | val_loss: 0.0311513 | Time: 1049.95 ms [2022-04-11 11:13:18 main:574] : INFO : Epoch 1802 | loss: 0.0311579 | val_loss: 0.031153 | Time: 1047.42 ms [2022-04-11 11:13:19 main:574] : INFO : Epoch 1803 | loss: 0.0311572 | val_loss: 0.0311561 | Time: 1046.83 ms [2022-04-11 11:13:20 main:574] : INFO : Epoch 1804 | loss: 0.0311547 | val_loss: 0.0311528 | Time: 1047.19 ms [2022-04-11 11:13:21 main:574] : INFO : Epoch 1805 | loss: 0.0311541 | val_loss: 0.0311539 | Time: 1052.49 ms [2022-04-11 11:13:23 main:574] : INFO : Epoch 1806 | loss: 0.0311551 | val_loss: 0.0311553 | Time: 1046.55 ms [2022-04-11 11:13:24 main:574] : INFO : Epoch 1807 | loss: 0.0311523 | val_loss: 0.0311584 | Time: 1051.08 ms [2022-04-11 11:13:25 main:574] : INFO : Epoch 1808 | loss: 0.0311572 | val_loss: 0.0311568 | Time: 1050.05 ms [2022-04-11 11:13:26 main:574] : INFO : Epoch 1809 | loss: 0.0311559 | val_loss: 0.0311525 | Time: 1053.76 ms [2022-04-11 11:13:27 main:574] : INFO : Epoch 1810 | loss: 0.0311527 | val_loss: 0.0311536 | Time: 1045.85 ms [2022-04-11 11:13:28 main:574] : INFO : Epoch 1811 | loss: 0.0311611 | val_loss: 0.0311662 | Time: 1050.93 ms [2022-04-11 11:13:29 main:574] : INFO : Epoch 1812 | loss: 0.0311546 | val_loss: 0.0311529 | Time: 1047.22 ms [2022-04-11 11:13:30 main:574] : INFO : Epoch 1813 | loss: 0.0311526 | val_loss: 0.0311525 | Time: 1054.24 ms [2022-04-11 11:13:32 main:574] : INFO : Epoch 1814 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 1049.19 ms [2022-04-11 11:13:33 main:574] : INFO : Epoch 1815 | loss: 0.0311538 | val_loss: 0.0311551 | Time: 1051.48 ms [2022-04-11 11:13:34 main:574] : INFO : Epoch 1816 | loss: 0.031157 | val_loss: 0.0311606 | Time: 1041.16 ms [2022-04-11 11:13:35 main:574] : INFO : Epoch 1817 | loss: 0.0311586 | val_loss: 0.0311567 | Time: 1051.2 ms [2022-04-11 11:13:36 main:574] : INFO : Epoch 1818 | loss: 0.0311564 | val_loss: 0.0311582 | Time: 1047.73 ms [2022-04-11 11:13:37 main:574] : INFO : Epoch 1819 | loss: 0.0311535 | val_loss: 0.0311527 | Time: 1050.28 ms [2022-04-11 11:13:38 main:574] : INFO : Epoch 1820 | loss: 0.0311523 | val_loss: 0.0311538 | Time: 1048.66 ms [2022-04-11 11:13:39 main:574] : INFO : Epoch 1821 | loss: 0.0311519 | val_loss: 0.031151 | Time: 1052.4 ms [2022-04-11 11:13:41 main:574] : INFO : Epoch 1822 | loss: 0.0311525 | val_loss: 0.0311527 | Time: 1046.51 ms [2022-04-11 11:13:42 main:574] : INFO : Epoch 1823 | loss: 0.0311518 | val_loss: 0.0311502 | Time: 1050.77 ms [2022-04-11 11:13:43 main:574] : INFO : Epoch 1824 | loss: 0.0311543 | val_loss: 0.031156 | Time: 1047.29 ms [2022-04-11 11:13:44 main:574] : INFO : Epoch 1825 | loss: 0.0311653 | val_loss: 0.0311523 | Time: 1053.48 ms [2022-04-11 11:13:45 main:574] : INFO : Epoch 1826 | loss: 0.0311564 | val_loss: 0.031151 | Time: 1048.12 ms [2022-04-11 11:13:46 main:574] : INFO : Epoch 1827 | loss: 0.0311548 | val_loss: 0.0311513 | Time: 1051.4 ms [2022-04-11 11:13:47 main:574] : INFO : Epoch 1828 | loss: 0.0311517 | val_loss: 0.0311592 | Time: 1050.47 ms [2022-04-11 11:13:48 main:574] : INFO : Epoch 1829 | loss: 0.0311534 | val_loss: 0.0311494 | Time: 1050.76 ms [2022-04-11 11:13:50 main:574] : INFO : Epoch 1830 | loss: 0.031153 | val_loss: 0.0311515 | Time: 1047.61 ms [2022-04-11 11:13:51 main:574] : INFO : Epoch 1831 | loss: 0.0311543 | val_loss: 0.0311567 | Time: 1051.52 ms [2022-04-11 11:13:52 main:574] : INFO : Epoch 1832 | loss: 0.0311541 | val_loss: 0.0311568 | Time: 1049.49 ms [2022-04-11 11:13:53 main:574] : INFO : Epoch 1833 | loss: 0.0311512 | val_loss: 0.0311495 | Time: 1050.97 ms [2022-04-11 11:13:54 main:574] : INFO : Epoch 1834 | loss: 0.0311509 | val_loss: 0.0311597 | Time: 1047.06 ms [2022-04-11 11:13:55 main:574] : INFO : Epoch 1835 | loss: 0.0311536 | val_loss: 0.0311493 | Time: 1045.47 ms [2022-04-11 11:13:56 main:574] : INFO : Epoch 1836 | loss: 0.0311491 | val_loss: 0.0311557 | Time: 1051.52 ms [2022-04-11 11:13:58 main:574] : INFO : Epoch 1837 | loss: 0.0311516 | val_loss: 0.0311513 | Time: 1047.73 ms [2022-04-11 11:13:59 main:574] : INFO : Epoch 1838 | loss: 0.0311497 | val_loss: 0.0311519 | Time: 1047.72 ms [2022-04-11 11:14:00 main:574] : INFO : Epoch 1839 | loss: 0.031153 | val_loss: 0.031153 | Time: 1048.5 ms [2022-04-11 11:14:01 main:574] : INFO : Epoch 1840 | loss: 0.0311547 | val_loss: 0.0311528 | Time: 1051.8 ms [2022-04-11 11:14:02 main:574] : INFO : Epoch 1841 | loss: 0.0311545 | val_loss: 0.0311536 | Time: 1047.45 ms [2022-04-11 11:14:03 main:574] : INFO : Epoch 1842 | loss: 0.0311531 | val_loss: 0.0311486 | Time: 1051.29 ms [2022-04-11 11:14:04 main:574] : INFO : Epoch 1843 | loss: 0.0311511 | val_loss: 0.0311492 | Time: 1046.19 ms [2022-04-11 11:14:05 main:574] : INFO : Epoch 1844 | loss: 0.0311499 | val_loss: 0.0311476 | Time: 1055.66 ms [2022-04-11 11:14:07 main:574] : INFO : Epoch 1845 | loss: 0.031151 | val_loss: 0.0311499 | Time: 1051.95 ms [2022-04-11 11:14:08 main:574] : INFO : Epoch 1846 | loss: 0.0311583 | val_loss: 0.0311493 | Time: 1051 ms [2022-04-11 11:14:09 main:574] : INFO : Epoch 1847 | loss: 0.0311537 | val_loss: 0.0311489 | Time: 1045.95 ms [2022-04-11 11:14:10 main:574] : INFO : Epoch 1848 | loss: 0.0311514 | val_loss: 0.0311491 | Time: 1053.85 ms [2022-04-11 11:14:11 main:574] : INFO : Epoch 1849 | loss: 0.031154 | val_loss: 0.0311578 | Time: 1047.28 ms [2022-04-11 11:14:12 main:574] : INFO : Epoch 1850 | loss: 0.0311509 | val_loss: 0.031149 | Time: 1052.17 ms [2022-04-11 11:14:13 main:574] : INFO : Epoch 1851 | loss: 0.0311501 | val_loss: 0.0311482 | Time: 1047.91 ms [2022-04-11 11:14:14 main:574] : INFO : Epoch 1852 | loss: 0.0311494 | val_loss: 0.0311511 | Time: 1050.78 ms [2022-04-11 11:14:16 main:574] : INFO : Epoch 1853 | loss: 0.0311509 | val_loss: 0.0311478 | Time: 1048.04 ms [2022-04-11 11:14:17 main:574] : INFO : Epoch 1854 | loss: 0.0311509 | val_loss: 0.0311481 | Time: 1045.99 ms [2022-04-11 11:14:18 main:574] : INFO : Epoch 1855 | loss: 0.0311486 | val_loss: 0.0311483 | Time: 1049 ms [2022-04-11 11:14:19 main:574] : INFO : Epoch 1856 | loss: 0.0311481 | val_loss: 0.0311525 | Time: 1048.44 ms [2022-04-11 11:14:20 main:574] : INFO : Epoch 1857 | loss: 0.0311511 | val_loss: 0.0311598 | Time: 1046.7 ms [2022-04-11 11:14:21 main:574] : INFO : Epoch 1858 | loss: 0.031151 | val_loss: 0.0311501 | Time: 1053.8 ms [2022-04-11 11:14:22 main:574] : INFO : Epoch 1859 | loss: 0.0311483 | val_loss: 0.0311527 | Time: 1048.91 ms [2022-04-11 11:14:23 main:574] : INFO : Epoch 1860 | loss: 0.0311517 | val_loss: 0.0311516 | Time: 1052.68 ms [2022-04-11 11:14:25 main:574] : INFO : Epoch 1861 | loss: 0.0311488 | val_loss: 0.0311484 | Time: 1046.52 ms [2022-04-11 11:14:26 main:574] : INFO : Epoch 1862 | loss: 0.0311495 | val_loss: 0.0311482 | Time: 1047.76 ms [2022-04-11 11:14:27 main:574] : INFO : Epoch 1863 | loss: 0.0311486 | val_loss: 0.0311483 | Time: 1047.06 ms [2022-04-11 11:14:28 main:574] : INFO : Epoch 1864 | loss: 0.031152 | val_loss: 0.0311535 | Time: 1049.29 ms [2022-04-11 11:14:29 main:574] : INFO : Epoch 1865 | loss: 0.0311508 | val_loss: 0.0311562 | Time: 1046.74 ms [2022-04-11 11:14:30 main:574] : INFO : Epoch 1866 | loss: 0.0311517 | val_loss: 0.0311495 | Time: 1053.75 ms [2022-04-11 11:14:31 main:574] : INFO : Epoch 1867 | loss: 0.0311497 | val_loss: 0.0311538 | Time: 1049.21 ms [2022-04-11 11:14:32 main:574] : INFO : Epoch 1868 | loss: 0.031149 | val_loss: 0.0311481 | Time: 1050.81 ms [2022-04-11 11:14:34 main:574] : INFO : Epoch 1869 | loss: 0.0311481 | val_loss: 0.0311483 | Time: 1048.31 ms [2022-04-11 11:14:35 main:574] : INFO : Epoch 1870 | loss: 0.0311489 | val_loss: 0.0311501 | Time: 1051.38 ms [2022-04-11 11:14:36 main:574] : INFO : Epoch 1871 | loss: 0.0311489 | val_loss: 0.0311543 | Time: 1044.89 ms [2022-04-11 11:14:37 main:574] : INFO : Epoch 1872 | loss: 0.0311517 | val_loss: 0.0311484 | Time: 1053.26 ms [2022-04-11 11:14:38 main:574] : INFO : Epoch 1873 | loss: 0.0311477 | val_loss: 0.0311538 | Time: 1046.23 ms [2022-04-11 11:14:39 main:574] : INFO : Epoch 1874 | loss: 0.0311489 | val_loss: 0.03115 | Time: 1052.05 ms [2022-04-11 11:14:40 main:574] : INFO : Epoch 1875 | loss: 0.0311493 | val_loss: 0.0311514 | Time: 1047.87 ms [2022-04-11 11:14:41 main:574] : INFO : Epoch 1876 | loss: 0.0311504 | val_loss: 0.0311481 | Time: 1052.12 ms [2022-04-11 11:14:43 main:574] : INFO : Epoch 1877 | loss: 0.0311476 | val_loss: 0.0311491 | Time: 1046 ms [2022-04-11 11:14:44 main:574] : INFO : Epoch 1878 | loss: 0.0311483 | val_loss: 0.0311486 | Time: 1050.52 ms [2022-04-11 11:14:45 main:574] : INFO : Epoch 1879 | loss: 0.03115 | val_loss: 0.0311511 | Time: 1050.79 ms [2022-04-11 11:14:46 main:574] : INFO : Epoch 1880 | loss: 0.0311493 | val_loss: 0.0311488 | Time: 1053.35 ms [2022-04-11 11:14:47 main:574] : INFO : Epoch 1881 | loss: 0.0311481 | val_loss: 0.0311525 | Time: 1048.03 ms [2022-04-11 11:14:48 main:574] : INFO : Epoch 1882 | loss: 0.0311481 | val_loss: 0.0311492 | Time: 1049.53 ms [2022-04-11 11:14:49 main:574] : INFO : Epoch 1883 | loss: 0.0311505 | val_loss: 0.031152 | Time: 1052.3 ms [2022-04-11 11:14:50 main:574] : INFO : Epoch 1884 | loss: 0.0311525 | val_loss: 0.0311516 | Time: 1048.98 ms [2022-04-11 11:14:52 main:574] : INFO : Epoch 1885 | loss: 0.0311557 | val_loss: 0.0311588 | Time: 1056.19 ms [2022-04-11 11:14:53 main:574] : INFO : Epoch 1886 | loss: 0.0311572 | val_loss: 0.0311568 | Time: 1050.71 ms [2022-04-11 11:14:54 main:574] : INFO : Epoch 1887 | loss: 0.0311561 | val_loss: 0.0311567 | Time: 1050.31 ms [2022-04-11 11:14:55 main:574] : INFO : Epoch 1888 | loss: 0.031155 | val_loss: 0.0311532 | Time: 1048.06 ms [2022-04-11 11:14:56 main:574] : INFO : Epoch 1889 | loss: 0.0311542 | val_loss: 0.0311528 | Time: 1046.89 ms [2022-04-11 11:14:57 main:574] : INFO : Epoch 1890 | loss: 0.0311575 | val_loss: 0.0311628 | Time: 1046.05 ms [2022-04-11 11:14:58 main:574] : INFO : Epoch 1891 | loss: 0.0311555 | val_loss: 0.0311553 | Time: 1047.38 ms [2022-04-11 11:14:59 main:574] : INFO : Epoch 1892 | loss: 0.0311544 | val_loss: 0.0311627 | Time: 1056.48 ms [2022-04-11 11:15:01 main:574] : INFO : Epoch 1893 | loss: 0.0311577 | val_loss: 0.0311565 | Time: 1049.37 ms [2022-04-11 11:15:02 main:574] : INFO : Epoch 1894 | loss: 0.0311609 | val_loss: 0.0311541 | Time: 1052.33 ms [2022-04-11 11:15:03 main:574] : INFO : Epoch 1895 | loss: 0.0311548 | val_loss: 0.0311543 | Time: 1048 ms [2022-04-11 11:15:04 main:574] : INFO : Epoch 1896 | loss: 0.0311525 | val_loss: 0.0311532 | Time: 1053.67 ms [2022-04-11 11:15:05 main:574] : INFO : Epoch 1897 | loss: 0.0311536 | val_loss: 0.0311554 | Time: 1051.52 ms [2022-04-11 11:15:06 main:574] : INFO : Epoch 1898 | loss: 0.031159 | val_loss: 0.0311673 | Time: 1052.26 ms [2022-04-11 11:15:07 main:574] : INFO : Epoch 1899 | loss: 0.0311578 | val_loss: 0.0311543 | Time: 1048.81 ms [2022-04-11 11:15:08 main:574] : INFO : Epoch 1900 | loss: 0.0311598 | val_loss: 0.0311591 | Time: 1054.55 ms [2022-04-11 11:15:10 main:574] : INFO : Epoch 1901 | loss: 0.0311589 | val_loss: 0.0311582 | Time: 1051.33 ms [2022-04-11 11:15:11 main:574] : INFO : Epoch 1902 | loss: 0.031156 | val_loss: 0.0311533 | Time: 1053.19 ms [2022-04-11 11:15:12 main:574] : INFO : Epoch 1903 | loss: 0.0311589 | val_loss: 0.0311671 | Time: 1046.74 ms [2022-04-11 11:15:13 main:574] : INFO : Epoch 1904 | loss: 0.0311617 | val_loss: 0.0311539 | Time: 1051.44 ms [2022-04-11 11:15:14 main:574] : INFO : Epoch 1905 | loss: 0.0311574 | val_loss: 0.0311555 | Time: 1053.46 ms [2022-04-11 11:15:15 main:574] : INFO : Epoch 1906 | loss: 0.0311563 | val_loss: 0.0311553 | Time: 1052.79 ms [2022-04-11 11:15:16 main:574] : INFO : Epoch 1907 | loss: 0.0311545 | val_loss: 0.0311538 | Time: 1050.44 ms [2022-04-11 11:15:18 main:574] : INFO : Epoch 1908 | loss: 0.0311538 | val_loss: 0.0311536 | Time: 1055.09 ms [2022-04-11 11:15:19 main:574] : INFO : Epoch 1909 | loss: 0.0311558 | val_loss: 0.031164 | Time: 1050.16 ms [2022-04-11 11:15:20 main:574] : INFO : Epoch 1910 | loss: 0.0311634 | val_loss: 0.0311668 | Time: 1050.7 ms [2022-04-11 11:15:21 main:574] : INFO : Epoch 1911 | loss: 0.0311684 | val_loss: 0.0311612 | Time: 1048.82 ms [2022-04-11 11:15:22 main:574] : INFO : Epoch 1912 | loss: 0.0311617 | val_loss: 0.0311569 | Time: 1054.38 ms [2022-04-11 11:15:23 main:574] : INFO : Epoch 1913 | loss: 0.0311571 | val_loss: 0.0311588 | Time: 1052.01 ms [2022-04-11 11:15:24 main:574] : INFO : Epoch 1914 | loss: 0.0311588 | val_loss: 0.0311703 | Time: 1046.41 ms [2022-04-11 11:15:25 main:574] : INFO : Epoch 1915 | loss: 0.0311663 | val_loss: 0.0311587 | Time: 1046.56 ms [2022-04-11 11:15:27 main:574] : INFO : Epoch 1916 | loss: 0.0311586 | val_loss: 0.0311554 | Time: 1054.52 ms [2022-04-11 11:15:28 main:574] : INFO : Epoch 1917 | loss: 0.031156 | val_loss: 0.03116 | Time: 1049.3 ms [2022-04-11 11:15:29 main:574] : INFO : Epoch 1918 | loss: 0.0311596 | val_loss: 0.031168 | Time: 1051.57 ms [2022-04-11 11:15:30 main:574] : INFO : Epoch 1919 | loss: 0.031156 | val_loss: 0.0311524 | Time: 1048.98 ms [2022-04-11 11:15:31 main:574] : INFO : Epoch 1920 | loss: 0.0311531 | val_loss: 0.0311529 | Time: 1055.67 ms [2022-04-11 11:15:32 main:574] : INFO : Epoch 1921 | loss: 0.0311526 | val_loss: 0.0311576 | Time: 1049.68 ms [2022-04-11 11:15:33 main:574] : INFO : Epoch 1922 | loss: 0.0311549 | val_loss: 0.031153 | Time: 1050.51 ms [2022-04-11 11:15:34 main:574] : INFO : Epoch 1923 | loss: 0.0311566 | val_loss: 0.0311528 | Time: 1046.5 ms [2022-04-11 11:15:36 main:574] : INFO : Epoch 1924 | loss: 0.0311535 | val_loss: 0.0311574 | Time: 1048.52 ms [2022-04-11 11:15:37 main:574] : INFO : Epoch 1925 | loss: 0.0311553 | val_loss: 0.0311538 | Time: 1052.63 ms [2022-04-11 11:15:38 main:574] : INFO : Epoch 1926 | loss: 0.0311537 | val_loss: 0.0311569 | Time: 1047.53 ms [2022-04-11 11:15:39 main:574] : INFO : Epoch 1927 | loss: 0.0311635 | val_loss: 0.0311628 | Time: 1051.72 ms [2022-04-11 11:15:40 main:574] : INFO : Epoch 1928 | loss: 0.0311589 | val_loss: 0.0311568 | Time: 1046.22 ms [2022-04-11 11:15:41 main:574] : INFO : Epoch 1929 | loss: 0.031157 | val_loss: 0.0311581 | Time: 1050.85 ms [2022-04-11 11:15:42 main:574] : INFO : Epoch 1930 | loss: 0.0311613 | val_loss: 0.0311612 | Time: 1048.92 ms [2022-04-11 11:15:43 main:574] : INFO : Epoch 1931 | loss: 0.0311565 | val_loss: 0.0311545 | Time: 1054.94 ms [2022-04-11 11:15:45 main:574] : INFO : Epoch 1932 | loss: 0.0311537 | val_loss: 0.0311536 | Time: 1048.24 ms [2022-04-11 11:15:46 main:574] : INFO : Epoch 1933 | loss: 0.0311525 | val_loss: 0.0311567 | Time: 1051.06 ms [2022-04-11 11:15:47 main:574] : INFO : Epoch 1934 | loss: 0.0311522 | val_loss: 0.0311517 | Time: 1048.12 ms [2022-04-11 11:15:48 main:574] : INFO : Epoch 1935 | loss: 0.0311523 | val_loss: 0.0311537 | Time: 1054.63 ms [2022-04-11 11:15:49 main:574] : INFO : Epoch 1936 | loss: 0.0311522 | val_loss: 0.0311561 | Time: 1050.54 ms [2022-04-11 11:15:50 main:574] : INFO : Epoch 1937 | loss: 0.0311535 | val_loss: 0.0311548 | Time: 1054.32 ms [2022-04-11 11:15:51 main:574] : INFO : Epoch 1938 | loss: 0.0311553 | val_loss: 0.031152 | Time: 1046.05 ms [2022-04-11 11:15:52 main:574] : INFO : Epoch 1939 | loss: 0.0311522 | val_loss: 0.0311548 | Time: 1053.18 ms [2022-04-11 11:15:54 main:574] : INFO : Epoch 1940 | loss: 0.0311518 | val_loss: 0.0311609 | Time: 1048.33 ms [2022-04-11 11:15:55 main:574] : INFO : Epoch 1941 | loss: 0.0311526 | val_loss: 0.0311527 | Time: 1051.22 ms [2022-04-11 11:15:56 main:574] : INFO : Epoch 1942 | loss: 0.0311526 | val_loss: 0.0311577 | Time: 1048.64 ms [2022-04-11 11:15:57 main:574] : INFO : Epoch 1943 | loss: 0.0311536 | val_loss: 0.0311584 | Time: 1050.11 ms [2022-04-11 11:15:58 main:574] : INFO : Epoch 1944 | loss: 0.0311538 | val_loss: 0.0311541 | Time: 1050 ms [2022-04-11 11:15:59 main:574] : INFO : Epoch 1945 | loss: 0.0311518 | val_loss: 0.0311538 | Time: 1051.64 ms [2022-04-11 11:16:00 main:574] : INFO : Epoch 1946 | loss: 0.0311502 | val_loss: 0.0311542 | Time: 1045.86 ms [2022-04-11 11:16:01 main:574] : INFO : Epoch 1947 | loss: 0.0311516 | val_loss: 0.0311572 | Time: 1048.46 ms [2022-04-11 11:16:03 main:574] : INFO : Epoch 1948 | loss: 0.0311518 | val_loss: 0.0311592 | Time: 1051.22 ms [2022-04-11 11:16:04 main:574] : INFO : Epoch 1949 | loss: 0.0311523 | val_loss: 0.0311536 | Time: 1048.43 ms [2022-04-11 11:16:05 main:574] : INFO : Epoch 1950 | loss: 0.031154 | val_loss: 0.031156 | Time: 1054.3 ms [2022-04-11 11:16:06 main:574] : INFO : Epoch 1951 | loss: 0.0311525 | val_loss: 0.0311548 | Time: 1051.5 ms [2022-04-11 11:16:07 main:574] : INFO : Epoch 1952 | loss: 0.0311512 | val_loss: 0.0311532 | Time: 1051.22 ms [2022-04-11 11:16:08 main:574] : INFO : Epoch 1953 | loss: 0.0311519 | val_loss: 0.0311533 | Time: 1048.67 ms [2022-04-11 11:16:09 main:574] : INFO : Epoch 1954 | loss: 0.0311524 | val_loss: 0.0311517 | Time: 1054.09 ms [2022-04-11 11:16:10 main:574] : INFO : Epoch 1955 | loss: 0.0311517 | val_loss: 0.0311518 | Time: 1049.6 ms [2022-04-11 11:16:12 main:574] : INFO : Epoch 1956 | loss: 0.0311515 | val_loss: 0.0311511 | Time: 1049.81 ms [2022-04-11 11:16:13 main:574] : INFO : Epoch 1957 | loss: 0.0311533 | val_loss: 0.031152 | Time: 1049.89 ms [2022-04-11 11:16:14 main:574] : INFO : Epoch 1958 | loss: 0.0311509 | val_loss: 0.0311516 | Time: 1051.96 ms [2022-04-11 11:16:15 main:574] : INFO : Epoch 1959 | loss: 0.0311567 | val_loss: 0.0311564 | Time: 1049.7 ms [2022-04-11 11:16:16 main:574] : INFO : Epoch 1960 | loss: 0.0311572 | val_loss: 0.0311562 | Time: 1050.87 ms [2022-04-11 11:16:17 main:574] : INFO : Epoch 1961 | loss: 0.0311537 | val_loss: 0.0311584 | Time: 1047.93 ms [2022-04-11 11:16:18 main:574] : INFO : Epoch 1962 | loss: 0.0311518 | val_loss: 0.0311519 | Time: 1052.65 ms [2022-04-11 11:16:19 main:574] : INFO : Epoch 1963 | loss: 0.0311507 | val_loss: 0.0311521 | Time: 1052.53 ms [2022-04-11 11:16:21 main:574] : INFO : Epoch 1964 | loss: 0.0311506 | val_loss: 0.0311523 | Time: 1048.68 ms [2022-04-11 11:16:22 main:574] : INFO : Epoch 1965 | loss: 0.0311515 | val_loss: 0.0311577 | Time: 1047.99 ms [2022-04-11 11:16:23 main:574] : INFO : Epoch 1966 | loss: 0.0311495 | val_loss: 0.0311527 | Time: 1055.3 ms [2022-04-11 11:16:24 main:574] : INFO : Epoch 1967 | loss: 0.0311487 | val_loss: 0.0311522 | Time: 1050.54 ms [2022-04-11 11:16:25 main:574] : INFO : Epoch 1968 | loss: 0.0311502 | val_loss: 0.0311529 | Time: 1051.85 ms [2022-04-11 11:16:26 main:574] : INFO : Epoch 1969 | loss: 0.0311499 | val_loss: 0.0311517 | Time: 1047.62 ms [2022-04-11 11:16:27 main:574] : INFO : Epoch 1970 | loss: 0.0311492 | val_loss: 0.0311533 | Time: 1052.18 ms [2022-04-11 11:16:28 main:574] : INFO : Epoch 1971 | loss: 0.0311492 | val_loss: 0.0311513 | Time: 1048.73 ms [2022-04-11 11:16:30 main:574] : INFO : Epoch 1972 | loss: 0.0311492 | val_loss: 0.0311525 | Time: 1050.15 ms [2022-04-11 11:16:31 main:574] : INFO : Epoch 1973 | loss: 0.0311486 | val_loss: 0.0311519 | Time: 1046.81 ms [2022-04-11 11:16:32 main:574] : INFO : Epoch 1974 | loss: 0.0311481 | val_loss: 0.0311532 | Time: 1053.65 ms [2022-04-11 11:16:33 main:574] : INFO : Epoch 1975 | loss: 0.0311522 | val_loss: 0.0311692 | Time: 1050.75 ms [2022-04-11 11:16:34 main:574] : INFO : Epoch 1976 | loss: 0.0311536 | val_loss: 0.0311583 | Time: 1053.12 ms [2022-04-11 11:16:35 main:574] : INFO : Epoch 1977 | loss: 0.0311533 | val_loss: 0.0311542 | Time: 1046.81 ms [2022-04-11 11:16:36 main:574] : INFO : Epoch 1978 | loss: 0.0311513 | val_loss: 0.0311553 | Time: 1054.91 ms [2022-04-11 11:16:38 main:574] : INFO : Epoch 1979 | loss: 0.0311486 | val_loss: 0.0311536 | Time: 1050.04 ms [2022-04-11 11:16:39 main:574] : INFO : Epoch 1980 | loss: 0.0311481 | val_loss: 0.031156 | Time: 1055.1 ms [2022-04-11 11:16:40 main:574] : INFO : Epoch 1981 | loss: 0.03115 | val_loss: 0.0311518 | Time: 1046.64 ms [2022-04-11 11:16:41 main:574] : INFO : Epoch 1982 | loss: 0.0311566 | val_loss: 0.0311544 | Time: 1054.62 ms [2022-04-11 11:16:42 main:574] : INFO : Epoch 1983 | loss: 0.0311579 | val_loss: 0.0311532 | Time: 1051.25 ms [2022-04-11 11:16:43 main:574] : INFO : Epoch 1984 | loss: 0.0311544 | val_loss: 0.0311543 | Time: 1052.68 ms [2022-04-11 11:16:44 main:574] : INFO : Epoch 1985 | loss: 0.0311555 | val_loss: 0.0311542 | Time: 1049.13 ms [2022-04-11 11:16:45 main:574] : INFO : Epoch 1986 | loss: 0.0311565 | val_loss: 0.0311564 | Time: 1056.98 ms [2022-04-11 11:16:47 main:574] : INFO : Epoch 1987 | loss: 0.0311526 | val_loss: 0.0311538 | Time: 1048.41 ms [2022-04-11 11:16:48 main:574] : INFO : Epoch 1988 | loss: 0.0311534 | val_loss: 0.0311539 | Time: 1047.07 ms [2022-04-11 11:16:49 main:574] : INFO : Epoch 1989 | loss: 0.0311522 | val_loss: 0.0311511 | Time: 1047.89 ms [2022-04-11 11:16:50 main:574] : INFO : Epoch 1990 | loss: 0.0311513 | val_loss: 0.0311565 | Time: 1053.97 ms [2022-04-11 11:16:51 main:574] : INFO : Epoch 1991 | loss: 0.0311533 | val_loss: 0.0311514 | Time: 1048.2 ms [2022-04-11 11:16:52 main:574] : INFO : Epoch 1992 | loss: 0.0311508 | val_loss: 0.0311532 | Time: 1049.55 ms [2022-04-11 11:16:53 main:574] : INFO : Epoch 1993 | loss: 0.031152 | val_loss: 0.0311535 | Time: 1047.84 ms [2022-04-11 11:16:54 main:574] : INFO : Epoch 1994 | loss: 0.0311488 | val_loss: 0.03116 | Time: 1054.23 ms [2022-04-11 11:16:56 main:574] : INFO : Epoch 1995 | loss: 0.0311493 | val_loss: 0.031152 | Time: 1050.12 ms [2022-04-11 11:16:57 main:574] : INFO : Epoch 1996 | loss: 0.0311513 | val_loss: 0.0311542 | Time: 1051.03 ms [2022-04-11 11:16:58 main:574] : INFO : Epoch 1997 | loss: 0.0311524 | val_loss: 0.0311519 | Time: 1046.14 ms [2022-04-11 11:16:59 main:574] : INFO : Epoch 1998 | loss: 0.0311534 | val_loss: 0.0311527 | Time: 1053.3 ms [2022-04-11 11:17:00 main:574] : INFO : Epoch 1999 | loss: 0.0311499 | val_loss: 0.0311542 | Time: 1049.19 ms [2022-04-11 11:17:01 main:574] : INFO : Epoch 2000 | loss: 0.0311497 | val_loss: 0.0311507 | Time: 1052.36 ms [2022-04-11 11:17:02 main:574] : INFO : Epoch 2001 | loss: 0.0311499 | val_loss: 0.0311556 | Time: 1049.46 ms [2022-04-11 11:17:04 main:574] : INFO : Epoch 2002 | loss: 0.0311485 | val_loss: 0.0311505 | Time: 1054.6 ms [2022-04-11 11:17:05 main:574] : INFO : Epoch 2003 | loss: 0.0311469 | val_loss: 0.0311519 | Time: 1051.75 ms [2022-04-11 11:17:06 main:574] : INFO : Epoch 2004 | loss: 0.0311473 | val_loss: 0.0311507 | Time: 1052.45 ms [2022-04-11 11:17:07 main:574] : INFO : Epoch 2005 | loss: 0.0311483 | val_loss: 0.0311509 | Time: 1046.06 ms [2022-04-11 11:17:08 main:574] : INFO : Epoch 2006 | loss: 0.0311472 | val_loss: 0.0311528 | Time: 1054.05 ms [2022-04-11 11:17:09 main:574] : INFO : Epoch 2007 | loss: 0.0311516 | val_loss: 0.0311509 | Time: 1048.33 ms [2022-04-11 11:17:10 main:574] : INFO : Epoch 2008 | loss: 0.0311569 | val_loss: 0.0311526 | Time: 1052.04 ms [2022-04-11 11:17:11 main:574] : INFO : Epoch 2009 | loss: 0.0311515 | val_loss: 0.0311514 | Time: 1048.26 ms [2022-04-11 11:17:13 main:574] : INFO : Epoch 2010 | loss: 0.0311508 | val_loss: 0.0311574 | Time: 1059.56 ms [2022-04-11 11:17:14 main:574] : INFO : Epoch 2011 | loss: 0.0311479 | val_loss: 0.0311494 | Time: 1050.94 ms [2022-04-11 11:17:15 main:574] : INFO : Epoch 2012 | loss: 0.0311491 | val_loss: 0.0311502 | Time: 1052.32 ms [2022-04-11 11:17:16 main:574] : INFO : Epoch 2013 | loss: 0.031148 | val_loss: 0.0311494 | Time: 1046.31 ms [2022-04-11 11:17:17 main:574] : INFO : Epoch 2014 | loss: 0.0311468 | val_loss: 0.0311491 | Time: 1054.93 ms [2022-04-11 11:17:18 main:574] : INFO : Epoch 2015 | loss: 0.031146 | val_loss: 0.0311487 | Time: 1051.64 ms [2022-04-11 11:17:19 main:574] : INFO : Epoch 2016 | loss: 0.031147 | val_loss: 0.0311491 | Time: 1049.41 ms [2022-04-11 11:17:20 main:574] : INFO : Epoch 2017 | loss: 0.0311459 | val_loss: 0.0311495 | Time: 1048.19 ms [2022-04-11 11:17:22 main:574] : INFO : Epoch 2018 | loss: 0.0311455 | val_loss: 0.0311503 | Time: 1056.55 ms [2022-04-11 11:17:23 main:574] : INFO : Epoch 2019 | loss: 0.0311486 | val_loss: 0.0311547 | Time: 1048.1 ms [2022-04-11 11:17:24 main:574] : INFO : Epoch 2020 | loss: 0.0311499 | val_loss: 0.0311507 | Time: 1051.29 ms [2022-04-11 11:17:25 main:574] : INFO : Epoch 2021 | loss: 0.0311478 | val_loss: 0.0311494 | Time: 1045.2 ms [2022-04-11 11:17:26 main:574] : INFO : Epoch 2022 | loss: 0.0311466 | val_loss: 0.0311513 | Time: 1053.29 ms [2022-04-11 11:17:27 main:574] : INFO : Epoch 2023 | loss: 0.031151 | val_loss: 0.0311508 | Time: 1052.87 ms [2022-04-11 11:17:28 main:574] : INFO : Epoch 2024 | loss: 0.031149 | val_loss: 0.0311502 | Time: 1052.12 ms [2022-04-11 11:17:29 main:574] : INFO : Epoch 2025 | loss: 0.0311468 | val_loss: 0.0311503 | Time: 1049.57 ms [2022-04-11 11:17:31 main:574] : INFO : Epoch 2026 | loss: 0.0311503 | val_loss: 0.031151 | Time: 1056.34 ms [2022-04-11 11:17:32 main:574] : INFO : Epoch 2027 | loss: 0.0311477 | val_loss: 0.0311505 | Time: 1049.58 ms [2022-04-11 11:17:33 main:574] : INFO : Epoch 2028 | loss: 0.0311487 | val_loss: 0.0311545 | Time: 1051.45 ms [2022-04-11 11:17:34 main:574] : INFO : Epoch 2029 | loss: 0.0311516 | val_loss: 0.0311569 | Time: 1043.25 ms [2022-04-11 11:17:35 main:574] : INFO : Epoch 2030 | loss: 0.0311484 | val_loss: 0.0311548 | Time: 1053.85 ms [2022-04-11 11:17:36 main:574] : INFO : Epoch 2031 | loss: 0.0311466 | val_loss: 0.0311493 | Time: 1052.24 ms [2022-04-11 11:17:37 main:574] : INFO : Epoch 2032 | loss: 0.0311466 | val_loss: 0.0311505 | Time: 1051.09 ms [2022-04-11 11:17:39 main:574] : INFO : Epoch 2033 | loss: 0.0311518 | val_loss: 0.0311516 | Time: 1047.36 ms [2022-04-11 11:17:40 main:574] : INFO : Epoch 2034 | loss: 0.0311546 | val_loss: 0.0311512 | Time: 1053.83 ms [2022-04-11 11:17:41 main:574] : INFO : Epoch 2035 | loss: 0.0311507 | val_loss: 0.0311529 | Time: 1048.79 ms [2022-04-11 11:17:42 main:574] : INFO : Epoch 2036 | loss: 0.0311501 | val_loss: 0.0311541 | Time: 1051.02 ms [2022-04-11 11:17:43 main:574] : INFO : Epoch 2037 | loss: 0.0311509 | val_loss: 0.0311578 | Time: 1049.17 ms [2022-04-11 11:17:44 main:574] : INFO : Epoch 2038 | loss: 0.0311531 | val_loss: 0.0311516 | Time: 1053.13 ms [2022-04-11 11:17:45 main:574] : INFO : Epoch 2039 | loss: 0.0311493 | val_loss: 0.0311584 | Time: 1048.52 ms [2022-04-11 11:17:46 main:574] : INFO : Epoch 2040 | loss: 0.0311498 | val_loss: 0.0311492 | Time: 1051.22 ms [2022-04-11 11:17:48 main:574] : INFO : Epoch 2041 | loss: 0.0311471 | val_loss: 0.0311507 | Time: 1049.56 ms [2022-04-11 11:17:49 main:574] : INFO : Epoch 2042 | loss: 0.0311476 | val_loss: 0.031151 | Time: 1052.68 ms [2022-04-11 11:17:50 main:574] : INFO : Epoch 2043 | loss: 0.0311509 | val_loss: 0.0311531 | Time: 1049.46 ms [2022-04-11 11:17:51 main:574] : INFO : Epoch 2044 | loss: 0.0311543 | val_loss: 0.0311543 | Time: 1052.78 ms [2022-04-11 11:17:52 main:574] : INFO : Epoch 2045 | loss: 0.0311545 | val_loss: 0.0311528 | Time: 1046.9 ms [2022-04-11 11:17:53 main:574] : INFO : Epoch 2046 | loss: 0.0311548 | val_loss: 0.031151 | Time: 1051.89 ms [2022-04-11 11:17:54 main:574] : INFO : Epoch 2047 | loss: 0.0311532 | val_loss: 0.0311566 | Time: 1049.61 ms [2022-04-11 11:17:55 main:574] : INFO : Epoch 2048 | loss: 0.0311522 | val_loss: 0.0311567 | Time: 1051.55 ms [2022-04-11 11:17:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311567 [2022-04-11 11:17:56 main:603] : INFO : Saving end state to config to file [2022-04-11 11:17:56 main:608] : INFO : Success, exiting.. 11:17:56 (14304): 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)