Task 14597606
| Name | ParityModified-1647046484-2616-2-0_4 |
| Workunit | 11575159 |
| Created | 11 Apr 2022, 20:30:18 UTC |
| Sent | 11 Apr 2022, 20:30:26 UTC |
| Report deadline | 19 Apr 2022, 20:30:26 UTC |
| Received | 11 Apr 2022, 22:04:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 38 min 51 sec |
| CPU time | 35 min 54 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 | 4.34 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: 0.0311687 | val_loss: 0.0311715 | Time: 1047.24 ms
[2022-04-11 14:55:11 main:574] : INFO : Epoch 1543 | loss: 0.0311688 | val_loss: 0.0311727 | Time: 1054.38 ms
[2022-04-11 14:55:12 main:574] : INFO : Epoch 1544 | loss: 0.0311695 | val_loss: 0.0311714 | Time: 1049.75 ms
[2022-04-11 14:55:13 main:574] : INFO : Epoch 1545 | loss: 0.0311685 | val_loss: 0.0311759 | Time: 1053.08 ms
[2022-04-11 14:55:15 main:574] : INFO : Epoch 1546 | loss: 0.0311698 | val_loss: 0.0311736 | Time: 1048.97 ms
[2022-04-11 14:55:16 main:574] : INFO : Epoch 1547 | loss: 0.031169 | val_loss: 0.0311726 | Time: 1055.51 ms
[2022-04-11 14:55:17 main:574] : INFO : Epoch 1548 | loss: 0.0311681 | val_loss: 0.0311725 | Time: 1050.46 ms
[2022-04-11 14:55:18 main:574] : INFO : Epoch 1549 | loss: 0.0311668 | val_loss: 0.0311726 | Time: 1051.2 ms
[2022-04-11 14:55:19 main:574] : INFO : Epoch 1550 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 1048.94 ms
[2022-04-11 14:55:20 main:574] : INFO : Epoch 1551 | loss: 0.0311681 | val_loss: 0.0311712 | Time: 1056.91 ms
[2022-04-11 14:55:21 main:574] : INFO : Epoch 1552 | loss: 0.0311665 | val_loss: 0.0311759 | Time: 1047.9 ms
[2022-04-11 14:55:22 main:574] : INFO : Epoch 1553 | loss: 0.0311673 | val_loss: 0.0311719 | Time: 1048.71 ms
[2022-04-11 14:55:24 main:574] : INFO : Epoch 1554 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 1049.67 ms
[2022-04-11 14:55:25 main:574] : INFO : Epoch 1555 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 1052.1 ms
[2022-04-11 14:55:26 main:574] : INFO : Epoch 1556 | loss: 0.0311685 | val_loss: 0.0311702 | Time: 1048.79 ms
[2022-04-11 14:55:27 main:574] : INFO : Epoch 1557 | loss: 0.0311662 | val_loss: 0.0311758 | Time: 1055.36 ms
[2022-04-11 14:55:28 main:574] : INFO : Epoch 1558 | loss: 0.0311701 | val_loss: 0.0311719 | Time: 1049.28 ms
[2022-04-11 14:55:29 main:574] : INFO : Epoch 1559 | loss: 0.0311687 | val_loss: 0.03117 | Time: 1050.93 ms
[2022-04-11 14:55:30 main:574] : INFO : Epoch 1560 | loss: 0.0311687 | val_loss: 0.031186 | Time: 1050.81 ms
[2022-04-11 14:55:31 main:574] : INFO : Epoch 1561 | loss: 0.0311694 | val_loss: 0.0311727 | Time: 1052.35 ms
[2022-04-11 14:55:33 main:574] : INFO : Epoch 1562 | loss: 0.031164 | val_loss: 0.0311743 | Time: 1047.73 ms
[2022-04-11 14:55:34 main:574] : INFO : Epoch 1563 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 1052.58 ms
[2022-04-11 14:55:35 main:574] : INFO : Epoch 1564 | loss: 0.0311642 | val_loss: 0.0311713 | Time: 1051.77 ms
[2022-04-11 14:55:36 main:574] : INFO : Epoch 1565 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 1054.98 ms
[2022-04-11 14:55:37 main:574] : INFO : Epoch 1566 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 1049.17 ms
[2022-04-11 14:55:38 main:574] : INFO : Epoch 1567 | loss: 0.0311635 | val_loss: 0.0311712 | Time: 1054.16 ms
[2022-04-11 14:55:39 main:574] : INFO : Epoch 1568 | loss: 0.0311638 | val_loss: 0.0311731 | Time: 1050.65 ms
[2022-04-11 14:55:41 main:574] : INFO : Epoch 1569 | loss: 0.0311665 | val_loss: 0.0311753 | Time: 1053.69 ms
[2022-04-11 14:55:42 main:574] : INFO : Epoch 1570 | loss: 0.0311673 | val_loss: 0.0311717 | Time: 1049.62 ms
[2022-04-11 14:55:43 main:574] : INFO : Epoch 1571 | loss: 0.0311665 | val_loss: 0.0311789 | Time: 1054.2 ms
[2022-04-11 14:55:44 main:574] : INFO : Epoch 1572 | loss: 0.0311692 | val_loss: 0.0311726 | Time: 1049.6 ms
[2022-04-11 14:55:45 main:574] : INFO : Epoch 1573 | loss: 0.031167 | val_loss: 0.0311717 | Time: 1049.21 ms
[2022-04-11 14:55:46 main:574] : INFO : Epoch 1574 | loss: 0.0311664 | val_loss: 0.0311764 | Time: 1051.9 ms
[2022-04-11 14:55:47 main:574] : INFO : Epoch 1575 | loss: 0.0311649 | val_loss: 0.0311779 | Time: 1049.95 ms
[2022-04-11 14:55:48 main:574] : INFO : Epoch 1576 | loss: 0.0311635 | val_loss: 0.0311772 | Time: 1053.26 ms
[2022-04-11 14:55:50 main:574] : INFO : Epoch 1577 | loss: 0.0311679 | val_loss: 0.0311712 | Time: 1051.91 ms
[2022-04-11 14:55:51 main:574] : INFO : Epoch 1578 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 1051.76 ms
[2022-04-11 14:55:52 main:574] : INFO : Epoch 1579 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 1047.78 ms
[2022-04-11 14:55:53 main:574] : INFO : Epoch 1580 | loss: 0.0311627 | val_loss: 0.0311768 | Time: 1054.06 ms
[2022-04-11 14:55:54 main:574] : INFO : Epoch 1581 | loss: 0.0311624 | val_loss: 0.0311734 | Time: 1050.19 ms
[2022-04-11 14:55:55 main:574] : INFO : Epoch 1582 | loss: 0.0311616 | val_loss: 0.0311705 | Time: 1052.28 ms
[2022-04-11 14:55:56 main:574] : INFO : Epoch 1583 | loss: 0.0311633 | val_loss: 0.03117 | Time: 1049.11 ms
[2022-04-11 14:55:58 main:574] : INFO : Epoch 1584 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 1053.7 ms
[2022-04-11 14:55:59 main:574] : INFO : Epoch 1585 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 1051.12 ms
[2022-04-11 14:56:00 main:574] : INFO : Epoch 1586 | loss: 0.031163 | val_loss: 0.0311716 | Time: 1051.85 ms
[2022-04-11 14:56:01 main:574] : INFO : Epoch 1587 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 1053.2 ms
[2022-04-11 14:56:02 main:574] : INFO : Epoch 1588 | loss: 0.0311612 | val_loss: 0.0311706 | Time: 1052.22 ms
[2022-04-11 14:56:03 main:574] : INFO : Epoch 1589 | loss: 0.0311609 | val_loss: 0.0311712 | Time: 1050.97 ms
[2022-04-11 14:56:04 main:574] : INFO : Epoch 1590 | loss: 0.031162 | val_loss: 0.0311722 | Time: 1053.81 ms
[2022-04-11 14:56:05 main:574] : INFO : Epoch 1591 | loss: 0.0311616 | val_loss: 0.0311731 | Time: 1047.3 ms
[2022-04-11 14:56:07 main:574] : INFO : Epoch 1592 | loss: 0.0311604 | val_loss: 0.0311713 | Time: 1056.01 ms
[2022-04-11 14:56:08 main:574] : INFO : Epoch 1593 | loss: 0.0311613 | val_loss: 0.0311708 | Time: 1044.44 ms
[2022-04-11 14:56:09 main:574] : INFO : Epoch 1594 | loss: 0.031162 | val_loss: 0.0311706 | Time: 1051.02 ms
[2022-04-11 14:56:10 main:574] : INFO : Epoch 1595 | loss: 0.0311628 | val_loss: 0.0311767 | Time: 1051.24 ms
[2022-04-11 14:56:11 main:574] : INFO : Epoch 1596 | loss: 0.0311646 | val_loss: 0.0311723 | Time: 1054.63 ms
[2022-04-11 14:56:12 main:574] : INFO : Epoch 1597 | loss: 0.0311608 | val_loss: 0.0311709 | Time: 1050.09 ms
[2022-04-11 14:56:13 main:574] : INFO : Epoch 1598 | loss: 0.0311619 | val_loss: 0.0311716 | Time: 1053.01 ms
[2022-04-11 14:56:14 main:574] : INFO : Epoch 1599 | loss: 0.0311632 | val_loss: 0.0311754 | Time: 1048.72 ms
[2022-04-11 14:56:16 main:574] : INFO : Epoch 1600 | loss: 0.0311612 | val_loss: 0.0311714 | Time: 1052.87 ms
[2022-04-11 14:56:17 main:574] : INFO : Epoch 1601 | loss: 0.0311604 | val_loss: 0.031172 | Time: 1050.16 ms
[2022-04-11 14:56:18 main:574] : INFO : Epoch 1602 | loss: 0.0311648 | val_loss: 0.0311747 | Time: 1054.88 ms
[2022-04-11 14:56:19 main:574] : INFO : Epoch 1603 | loss: 0.0311626 | val_loss: 0.0311725 | Time: 1052.47 ms
[2022-04-11 14:56:20 main:574] : INFO : Epoch 1604 | loss: 0.031161 | val_loss: 0.0311692 | Time: 1049.01 ms
[2022-04-11 14:56:21 main:574] : INFO : Epoch 1605 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 1050.06 ms
[2022-04-11 14:56:22 main:574] : INFO : Epoch 1606 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 1049.28 ms
[2022-04-11 14:56:24 main:574] : INFO : Epoch 1607 | loss: 0.031162 | val_loss: 0.0311709 | Time: 1054.16 ms
[2022-04-11 14:56:25 main:574] : INFO : Epoch 1608 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 1050.31 ms
[2022-04-11 14:56:26 main:574] : INFO : Epoch 1609 | loss: 0.0311646 | val_loss: 0.0311795 | Time: 1053.35 ms
[2022-04-11 14:56:27 main:574] : INFO : Epoch 1610 | loss: 0.0311648 | val_loss: 0.0311713 | Time: 1048.23 ms
[2022-04-11 14:56:28 main:574] : INFO : Epoch 1611 | loss: 0.0311601 | val_loss: 0.0311728 | Time: 1054.39 ms
[2022-04-11 14:56:29 main:574] : INFO : Epoch 1612 | loss: 0.0311594 | val_loss: 0.0311756 | Time: 1049.54 ms
[2022-04-11 14:56:30 main:574] : INFO : Epoch 1613 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 1052.92 ms
[2022-04-11 14:56:31 main:574] : INFO : Epoch 1614 | loss: 0.0311584 | val_loss: 0.0311707 | Time: 1050.23 ms
[2022-04-11 14:56:33 main:574] : INFO : Epoch 1615 | loss: 0.0311583 | val_loss: 0.0311707 | Time: 1055.72 ms
[2022-04-11 14:56:34 main:574] : INFO : Epoch 1616 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 1052.2 ms
[2022-04-11 14:56:35 main:574] : INFO : Epoch 1617 | loss: 0.0311575 | val_loss: 0.0311717 | Time: 1051.75 ms
[2022-04-11 14:56:36 main:574] : INFO : Epoch 1618 | loss: 0.031158 | val_loss: 0.0311702 | Time: 1048.84 ms
[2022-04-11 14:56:37 main:574] : INFO : Epoch 1619 | loss: 0.0311572 | val_loss: 0.0311693 | Time: 1053.15 ms
[2022-04-11 14:56:38 main:574] : INFO : Epoch 1620 | loss: 0.0311576 | val_loss: 0.0311705 | Time: 1050.98 ms
[2022-04-11 14:56:39 main:574] : INFO : Epoch 1621 | loss: 0.0311587 | val_loss: 0.031173 | Time: 1054.16 ms
[2022-04-11 14:56:40 main:574] : INFO : Epoch 1622 | loss: 0.0311667 | val_loss: 0.0311704 | Time: 1050.02 ms
[2022-04-11 14:56:42 main:574] : INFO : Epoch 1623 | loss: 0.0311612 | val_loss: 0.0311714 | Time: 1052.64 ms
[2022-04-11 14:56:43 main:574] : INFO : Epoch 1624 | loss: 0.0311611 | val_loss: 0.0311714 | Time: 1050.09 ms
[2022-04-11 14:56:44 main:574] : INFO : Epoch 1625 | loss: 0.0311611 | val_loss: 0.0311796 | Time: 1055.9 ms
[2022-04-11 14:56:45 main:574] : INFO : Epoch 1626 | loss: 0.0311635 | val_loss: 0.0311757 | Time: 1050.73 ms
[2022-04-11 14:56:46 main:574] : INFO : Epoch 1627 | loss: 0.0311611 | val_loss: 0.031173 | Time: 1054.76 ms
[2022-04-11 14:56:47 main:574] : INFO : Epoch 1628 | loss: 0.03116 | val_loss: 0.0311721 | Time: 1050.45 ms
[2022-04-11 14:56:48 main:574] : INFO : Epoch 1629 | loss: 0.0311595 | val_loss: 0.0311735 | Time: 1052.97 ms
[2022-04-11 14:56:50 main:574] : INFO : Epoch 1630 | loss: 0.0311584 | val_loss: 0.0311703 | Time: 1049.33 ms
[2022-04-11 14:56:51 main:574] : INFO : Epoch 1631 | loss: 0.031159 | val_loss: 0.0311758 | Time: 1055.57 ms
[2022-04-11 14:56:52 main:574] : INFO : Epoch 1632 | loss: 0.0311601 | val_loss: 0.0311711 | Time: 1049.02 ms
[2022-04-11 14:56:53 main:574] : INFO : Epoch 1633 | loss: 0.0311639 | val_loss: 0.0311676 | Time: 1053.31 ms
[2022-04-11 14:56:54 main:574] : INFO : Epoch 1634 | loss: 0.0311631 | val_loss: 0.0311693 | Time: 1047.26 ms
[2022-04-11 14:56:55 main:574] : INFO : Epoch 1635 | loss: 0.0311623 | val_loss: 0.0311671 | Time: 1054.11 ms
[2022-04-11 14:56:56 main:574] : INFO : Epoch 1636 | loss: 0.0311617 | val_loss: 0.031169 | Time: 1052.01 ms
[2022-04-11 14:56:58 main:574] : INFO : Epoch 1637 | loss: 0.0311613 | val_loss: 0.0311687 | Time: 1053.53 ms
[2022-04-11 14:56:59 main:574] : INFO : Epoch 1638 | loss: 0.031161 | val_loss: 0.0311684 | Time: 1047.68 ms
[2022-04-11 14:57:00 main:574] : INFO : Epoch 1639 | loss: 0.0311611 | val_loss: 0.0311716 | Time: 1053.82 ms
[2022-04-11 14:57:01 main:574] : INFO : Epoch 1640 | loss: 0.0311609 | val_loss: 0.0311685 | Time: 1049.88 ms
[2022-04-11 14:57:02 main:574] : INFO : Epoch 1641 | loss: 0.0311609 | val_loss: 0.0311704 | Time: 1053.94 ms
[2022-04-11 14:57:03 main:574] : INFO : Epoch 1642 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 1053.72 ms
[2022-04-11 14:57:04 main:574] : INFO : Epoch 1643 | loss: 0.0311614 | val_loss: 0.0311721 | Time: 1053.99 ms
[2022-04-11 14:57:05 main:574] : INFO : Epoch 1644 | loss: 0.0311623 | val_loss: 0.0311764 | Time: 1050.78 ms
[2022-04-11 14:57:07 main:574] : INFO : Epoch 1645 | loss: 0.0311605 | val_loss: 0.0311733 | Time: 1051.19 ms
[2022-04-11 14:57:08 main:574] : INFO : Epoch 1646 | loss: 0.0311591 | val_loss: 0.0311714 | Time: 1050.82 ms
[2022-04-11 14:57:09 main:574] : INFO : Epoch 1647 | loss: 0.0311595 | val_loss: 0.0311739 | Time: 1054.69 ms
[2022-04-11 14:57:10 main:574] : INFO : Epoch 1648 | loss: 0.0311619 | val_loss: 0.031174 | Time: 1050.04 ms
[2022-04-11 14:57:11 main:574] : INFO : Epoch 1649 | loss: 0.03116 | val_loss: 0.031172 | Time: 1050.56 ms
[2022-04-11 14:57:12 main:574] : INFO : Epoch 1650 | loss: 0.0311583 | val_loss: 0.0311717 | Time: 1051.73 ms
[2022-04-11 14:57:13 main:574] : INFO : Epoch 1651 | loss: 0.0311583 | val_loss: 0.0311711 | Time: 1056.41 ms
[2022-04-11 14:57:14 main:574] : INFO : Epoch 1652 | loss: 0.031159 | val_loss: 0.0311732 | Time: 1049.24 ms
[2022-04-11 14:57:16 main:574] : INFO : Epoch 1653 | loss: 0.0311595 | val_loss: 0.0311688 | Time: 1052.84 ms
[2022-04-11 14:57:17 main:574] : INFO : Epoch 1654 | loss: 0.0311594 | val_loss: 0.0311761 | Time: 1048.36 ms
[2022-04-11 14:57:18 main:574] : INFO : Epoch 1655 | loss: 0.0311571 | val_loss: 0.0311702 | Time: 1054.73 ms
[2022-04-11 14:57:19 main:574] : INFO : Epoch 1656 | loss: 0.0311572 | val_loss: 0.0311764 | Time: 1049.45 ms
[2022-04-11 14:57:20 main:574] : INFO : Epoch 1657 | loss: 0.0311593 | val_loss: 0.031176 | Time: 1050.36 ms
[2022-04-11 14:57:21 main:574] : INFO : Epoch 1658 | loss: 0.0311608 | val_loss: 0.0311702 | Time: 1047.62 ms
[2022-04-11 14:57:22 main:574] : INFO : Epoch 1659 | loss: 0.0311555 | val_loss: 0.0311708 | Time: 1054.23 ms
[2022-04-11 14:57:23 main:574] : INFO : Epoch 1660 | loss: 0.0311588 | val_loss: 0.0311831 | Time: 1049.36 ms
[2022-04-11 14:57:25 main:574] : INFO : Epoch 1661 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 1053.57 ms
[2022-04-11 14:57:26 main:574] : INFO : Epoch 1662 | loss: 0.03116 | val_loss: 0.0311704 | Time: 1048.39 ms
[2022-04-11 14:57:27 main:574] : INFO : Epoch 1663 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 1053.77 ms
[2022-04-11 14:57:28 main:574] : INFO : Epoch 1664 | loss: 0.0311577 | val_loss: 0.0311715 | Time: 1051.49 ms
[2022-04-11 14:57:29 main:574] : INFO : Epoch 1665 | loss: 0.0311579 | val_loss: 0.0311705 | Time: 1053.1 ms
[2022-04-11 14:57:30 main:574] : INFO : Epoch 1666 | loss: 0.0311583 | val_loss: 0.0311742 | Time: 1049.01 ms
[2022-04-11 14:57:31 main:574] : INFO : Epoch 1667 | loss: 0.0311589 | val_loss: 0.0311718 | Time: 1055.59 ms
[2022-04-11 14:57:33 main:574] : INFO : Epoch 1668 | loss: 0.0311566 | val_loss: 0.0311702 | Time: 1045.97 ms
[2022-04-11 14:57:34 main:574] : INFO : Epoch 1669 | loss: 0.031156 | val_loss: 0.031172 | Time: 1051.64 ms
[2022-04-11 14:57:35 main:574] : INFO : Epoch 1670 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 1049.92 ms
[2022-04-11 14:57:36 main:574] : INFO : Epoch 1671 | loss: 0.0311552 | val_loss: 0.03117 | Time: 1053.45 ms
[2022-04-11 14:57:37 main:574] : INFO : Epoch 1672 | loss: 0.0311545 | val_loss: 0.0311713 | Time: 1050.15 ms
[2022-04-11 14:57:38 main:574] : INFO : Epoch 1673 | loss: 0.0311543 | val_loss: 0.0311697 | Time: 1053.03 ms
[2022-04-11 14:57:39 main:574] : INFO : Epoch 1674 | loss: 0.0311552 | val_loss: 0.0311718 | Time: 1047.96 ms
[2022-04-11 14:57:40 main:574] : INFO : Epoch 1675 | loss: 0.031155 | val_loss: 0.0311713 | Time: 1054.44 ms
[2022-04-11 14:57:42 main:574] : INFO : Epoch 1676 | loss: 0.0311545 | val_loss: 0.0311713 | Time: 1050.74 ms
[2022-04-11 14:57:43 main:574] : INFO : Epoch 1677 | loss: 0.0311546 | val_loss: 0.0311692 | Time: 1053.12 ms
[2022-04-11 14:57:44 main:574] : INFO : Epoch 1678 | loss: 0.0311595 | val_loss: 0.0311773 | Time: 1049.14 ms
[2022-04-11 14:57:45 main:574] : INFO : Epoch 1679 | loss: 0.0311551 | val_loss: 0.0311702 | Time: 1055.38 ms
[2022-04-11 14:57:46 main:574] : INFO : Epoch 1680 | loss: 0.031154 | val_loss: 0.0311693 | Time: 1051.27 ms
[2022-04-11 14:57:47 main:574] : INFO : Epoch 1681 | loss: 0.0311533 | val_loss: 0.0311722 | Time: 1053.69 ms
[2022-04-11 14:57:48 main:574] : INFO : Epoch 1682 | loss: 0.0311538 | val_loss: 0.0311713 | Time: 1049.17 ms
[2022-04-11 14:57:49 main:574] : INFO : Epoch 1683 | loss: 0.0311534 | val_loss: 0.03117 | Time: 1052.52 ms
[2022-04-11 14:57:51 main:574] : INFO : Epoch 1684 | loss: 0.0311531 | val_loss: 0.0311699 | Time: 1050.05 ms
[2022-04-11 14:57:52 main:574] : INFO : Epoch 1685 | loss: 0.0311523 | val_loss: 0.0311706 | Time: 1052.93 ms
[2022-04-11 14:57:53 main:574] : INFO : Epoch 1686 | loss: 0.0311525 | val_loss: 0.031171 | Time: 1050.51 ms
[2022-04-11 14:57:54 main:574] : INFO : Epoch 1687 | loss: 0.0311542 | val_loss: 0.0311688 | Time: 1054.59 ms
[2022-04-11 14:57:55 main:574] : INFO : Epoch 1688 | loss: 0.0311548 | val_loss: 0.0311775 | Time: 1050.9 ms
[2022-04-11 14:57:56 main:574] : INFO : Epoch 1689 | loss: 0.0311562 | val_loss: 0.0311734 | Time: 1053.16 ms
[2022-04-11 14:57:57 main:574] : INFO : Epoch 1690 | loss: 0.0311544 | val_loss: 0.0311696 | Time: 1050.54 ms
[2022-04-11 14:57:59 main:574] : INFO : Epoch 1691 | loss: 0.0311531 | val_loss: 0.0311742 | Time: 1053.08 ms
[2022-04-11 14:58:00 main:574] : INFO : Epoch 1692 | loss: 0.0311525 | val_loss: 0.031171 | Time: 1048.84 ms
[2022-04-11 14:58:01 main:574] : INFO : Epoch 1693 | loss: 0.0311538 | val_loss: 0.0311723 | Time: 1050.64 ms
[2022-04-11 14:58:02 main:574] : INFO : Epoch 1694 | loss: 0.0311575 | val_loss: 0.0311702 | Time: 1048.27 ms
[2022-04-11 14:58:03 main:574] : INFO : Epoch 1695 | loss: 0.0311556 | val_loss: 0.0311802 | Time: 1055.81 ms
[2022-04-11 14:58:04 main:574] : INFO : Epoch 1696 | loss: 0.0311576 | val_loss: 0.031171 | Time: 1052.6 ms
[2022-04-11 14:58:05 main:574] : INFO : Epoch 1697 | loss: 0.0311547 | val_loss: 0.031172 | Time: 1049.02 ms
[2022-04-11 14:58:06 main:574] : INFO : Epoch 1698 | loss: 0.0311555 | val_loss: 0.0311727 | Time: 1056.51 ms
[2022-04-11 14:58:08 main:574] : INFO : Epoch 1699 | loss: 0.031154 | val_loss: 0.0311707 | Time: 1050.11 ms
[2022-04-11 14:58:09 main:574] : INFO : Epoch 1700 | loss: 0.0311554 | val_loss: 0.0311705 | Time: 1052.41 ms
[2022-04-11 14:58:10 main:574] : INFO : Epoch 1701 | loss: 0.0311565 | val_loss: 0.0311704 | Time: 1048.79 ms
[2022-04-11 14:58:11 main:574] : INFO : Epoch 1702 | loss: 0.0311554 | val_loss: 0.0311705 | Time: 1054.94 ms
[2022-04-11 14:58:12 main:574] : INFO : Epoch 1703 | loss: 0.0311536 | val_loss: 0.0311695 | Time: 1048.78 ms
[2022-04-11 14:58:13 main:574] : INFO : Epoch 1704 | loss: 0.0311528 | val_loss: 0.0311709 | Time: 1050.85 ms
[2022-04-11 14:58:14 main:574] : INFO : Epoch 1705 | loss: 0.0311524 | val_loss: 0.0311701 | Time: 1051.44 ms
[2022-04-11 14:58:16 main:574] : INFO : Epoch 1706 | loss: 0.0311542 | val_loss: 0.0311699 | Time: 1053.28 ms
[2022-04-11 14:58:17 main:574] : INFO : Epoch 1707 | loss: 0.031155 | val_loss: 0.0311702 | Time: 1051.22 ms
[2022-04-11 14:58:18 main:574] : INFO : Epoch 1708 | loss: 0.0311575 | val_loss: 0.0311753 | Time: 1052.82 ms
[2022-04-11 14:58:19 main:574] : INFO : Epoch 1709 | loss: 0.0311558 | val_loss: 0.0311717 | Time: 1050 ms
[2022-04-11 14:58:20 main:574] : INFO : Epoch 1710 | loss: 0.0311562 | val_loss: 0.0311714 | Time: 1054.24 ms
[2022-04-11 14:58:21 main:574] : INFO : Epoch 1711 | loss: 0.0311555 | val_loss: 0.0311732 | Time: 1047.9 ms
[2022-04-11 14:58:22 main:574] : INFO : Epoch 1712 | loss: 0.031159 | val_loss: 0.0311704 | Time: 1055.17 ms
[2022-04-11 14:58:23 main:574] : INFO : Epoch 1713 | loss: 0.0311556 | val_loss: 0.0311707 | Time: 1049.03 ms
[2022-04-11 14:58:25 main:574] : INFO : Epoch 1714 | loss: 0.0311561 | val_loss: 0.0311728 | Time: 1055.27 ms
[2022-04-11 14:58:26 main:574] : INFO : Epoch 1715 | loss: 0.0311582 | val_loss: 0.0311718 | Time: 1049.7 ms
[2022-04-11 14:58:27 main:574] : INFO : Epoch 1716 | loss: 0.0311555 | val_loss: 0.0311719 | Time: 1053 ms
[2022-04-11 14:58:28 main:574] : INFO : Epoch 1717 | loss: 0.0311529 | val_loss: 0.0311719 | Time: 1049.33 ms
[2022-04-11 14:58:29 main:574] : INFO : Epoch 1718 | loss: 0.0311543 | val_loss: 0.0311719 | Time: 1053.91 ms
[2022-04-11 14:58:30 main:574] : INFO : Epoch 1719 | loss: 0.0311525 | val_loss: 0.0311725 | Time: 1050.11 ms
[2022-04-11 14:58:31 main:574] : INFO : Epoch 1720 | loss: 0.0311526 | val_loss: 0.0311697 | Time: 1052.07 ms
[2022-04-11 14:58:33 main:574] : INFO : Epoch 1721 | loss: 0.031152 | val_loss: 0.0311714 | Time: 1052.47 ms
[2022-04-11 14:58:34 main:574] : INFO : Epoch 1722 | loss: 0.0311514 | val_loss: 0.0311717 | Time: 1056.93 ms
[2022-04-11 14:58:35 main:574] : INFO : Epoch 1723 | loss: 0.0311537 | val_loss: 0.0311709 | Time: 1049.37 ms
[2022-04-11 14:58:36 main:574] : INFO : Epoch 1724 | loss: 0.0311528 | val_loss: 0.031169 | Time: 1051.47 ms
[2022-04-11 14:58:37 main:574] : INFO : Epoch 1725 | loss: 0.031154 | val_loss: 0.0311715 | Time: 1047.6 ms
[2022-04-11 14:58:38 main:574] : INFO : Epoch 1726 | loss: 0.0311567 | val_loss: 0.031171 | Time: 1054.3 ms
[2022-04-11 14:58:39 main:574] : INFO : Epoch 1727 | loss: 0.0311557 | val_loss: 0.0311737 | Time: 1050.02 ms
[2022-04-11 14:58:40 main:574] : INFO : Epoch 1728 | loss: 0.0311554 | val_loss: 0.0311715 | Time: 1052.17 ms
[2022-04-11 14:58:42 main:574] : INFO : Epoch 1729 | loss: 0.0311525 | val_loss: 0.0311765 | Time: 1049.72 ms
[2022-04-11 14:58:43 main:574] : INFO : Epoch 1730 | loss: 0.0311515 | val_loss: 0.0311722 | Time: 1056.56 ms
[2022-04-11 14:58:44 main:574] : INFO : Epoch 1731 | loss: 0.0311547 | val_loss: 0.0311717 | Time: 1050.46 ms
[2022-04-11 14:58:45 main:574] : INFO : Epoch 1732 | loss: 0.0311533 | val_loss: 0.031171 | Time: 1053.07 ms
[2022-04-11 14:58:46 main:574] : INFO : Epoch 1733 | loss: 0.0311522 | val_loss: 0.0311712 | Time: 1049.58 ms
[2022-04-11 14:58:47 main:574] : INFO : Epoch 1734 | loss: 0.0311521 | val_loss: 0.0311723 | Time: 1054.93 ms
[2022-04-11 14:58:48 main:574] : INFO : Epoch 1735 | loss: 0.0311536 | val_loss: 0.0311787 | Time: 1044.11 ms
[2022-04-11 14:58:49 main:574] : INFO : Epoch 1736 | loss: 0.0311552 | val_loss: 0.0311713 | Time: 1054.05 ms
[2022-04-11 14:58:51 main:574] : INFO : Epoch 1737 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 1043.82 ms
[2022-04-11 14:58:52 main:574] : INFO : Epoch 1738 | loss: 0.0311548 | val_loss: 0.0311696 | Time: 1055.45 ms
[2022-04-11 14:58:53 main:574] : INFO : Epoch 1739 | loss: 0.0311547 | val_loss: 0.0311712 | Time: 1049.13 ms
[2022-04-11 14:58:54 main:574] : INFO : Epoch 1740 | loss: 0.0311561 | val_loss: 0.0311718 | Time: 1053.98 ms
[2022-04-11 14:58:55 main:574] : INFO : Epoch 1741 | loss: 0.0311545 | val_loss: 0.0311714 | Time: 1048.7 ms
[2022-04-11 14:58:56 main:574] : INFO : Epoch 1742 | loss: 0.031156 | val_loss: 0.0311726 | Time: 1056.18 ms
[2022-04-11 14:58:57 main:574] : INFO : Epoch 1743 | loss: 0.0311597 | val_loss: 0.0311774 | Time: 1051.79 ms
[2022-04-11 14:58:59 main:574] : INFO : Epoch 1744 | loss: 0.0311659 | val_loss: 0.0311749 | Time: 1054.59 ms
[2022-04-11 14:59:00 main:574] : INFO : Epoch 1745 | loss: 0.031167 | val_loss: 0.03118 | Time: 1050.78 ms
[2022-04-11 14:59:01 main:574] : INFO : Epoch 1746 | loss: 0.0311786 | val_loss: 0.0311773 | Time: 1055.63 ms
[2022-04-11 14:59:02 main:574] : INFO : Epoch 1747 | loss: 0.0311761 | val_loss: 0.0311744 | Time: 1050.04 ms
[2022-04-11 14:59:03 main:574] : INFO : Epoch 1748 | loss: 0.0311737 | val_loss: 0.031172 | Time: 1054.66 ms
[2022-04-11 14:59:04 main:574] : INFO : Epoch 1749 | loss: 0.031172 | val_loss: 0.0311732 | Time: 1047.01 ms
[2022-04-11 14:59:05 main:574] : INFO : Epoch 1750 | loss: 0.0311709 | val_loss: 0.0311727 | Time: 1054.8 ms
[2022-04-11 14:59:07 main:574] : INFO : Epoch 1751 | loss: 0.0311676 | val_loss: 0.0311699 | Time: 1052.57 ms
[2022-04-11 14:59:08 main:574] : INFO : Epoch 1752 | loss: 0.031167 | val_loss: 0.0311694 | Time: 1053.55 ms
[2022-04-11 14:59:09 main:574] : INFO : Epoch 1753 | loss: 0.0311648 | val_loss: 0.0311686 | Time: 1051.99 ms
[2022-04-11 14:59:10 main:574] : INFO : Epoch 1754 | loss: 0.0311646 | val_loss: 0.0311683 | Time: 1055.42 ms
[2022-04-11 14:59:11 main:574] : INFO : Epoch 1755 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 1052.26 ms
[2022-04-11 14:59:12 main:574] : INFO : Epoch 1756 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 1051.51 ms
[2022-04-11 14:59:13 main:574] : INFO : Epoch 1757 | loss: 0.031162 | val_loss: 0.0311683 | Time: 1050.89 ms
[2022-04-11 14:59:14 main:574] : INFO : Epoch 1758 | loss: 0.0311605 | val_loss: 0.0311683 | Time: 1054.25 ms
[2022-04-11 14:59:16 main:574] : INFO : Epoch 1759 | loss: 0.031161 | val_loss: 0.0311676 | Time: 1048.87 ms
[2022-04-11 14:59:17 main:574] : INFO : Epoch 1760 | loss: 0.03116 | val_loss: 0.0311685 | Time: 1052.06 ms
[2022-04-11 14:59:18 main:574] : INFO : Epoch 1761 | loss: 0.0311627 | val_loss: 0.0311677 | Time: 1051.09 ms
[2022-04-11 14:59:19 main:574] : INFO : Epoch 1762 | loss: 0.0311612 | val_loss: 0.0311774 | Time: 1048.82 ms
[2022-04-11 14:59:20 main:574] : INFO : Epoch 1763 | loss: 0.0311601 | val_loss: 0.0311688 | Time: 1054.36 ms
[2022-04-11 14:59:21 main:574] : INFO : Epoch 1764 | loss: 0.0311604 | val_loss: 0.0311728 | Time: 1048.26 ms
[2022-04-11 14:59:22 main:574] : INFO : Epoch 1765 | loss: 0.0311602 | val_loss: 0.0311709 | Time: 1056.73 ms
[2022-04-11 14:59:23 main:574] : INFO : Epoch 1766 | loss: 0.0311623 | val_loss: 0.0311702 | Time: 1050.52 ms
[2022-04-11 14:59:25 main:574] : INFO : Epoch 1767 | loss: 0.0311593 | val_loss: 0.0311772 | Time: 1051.89 ms
[2022-04-11 14:59:26 main:574] : INFO : Epoch 1768 | loss: 0.0311802 | val_loss: 0.0316397 | Time: 1041.71 ms
[2022-04-11 14:59:27 main:574] : INFO : Epoch 1769 | loss: 0.0360439 | val_loss: 0.0319528 | Time: 1052.8 ms
[2022-04-11 14:59:28 main:574] : INFO : Epoch 1770 | loss: 0.0321826 | val_loss: 0.0329183 | Time: 1052.64 ms
[2022-04-11 14:59:29 main:574] : INFO : Epoch 1771 | loss: 0.0316493 | val_loss: 0.0314219 | Time: 1055.49 ms
[2022-04-11 14:59:30 main:574] : INFO : Epoch 1772 | loss: 0.0313035 | val_loss: 0.0312649 | Time: 1052.3 ms
[2022-04-11 14:59:31 main:574] : INFO : Epoch 1773 | loss: 0.0312503 | val_loss: 0.0312401 | Time: 1056.41 ms
[2022-04-11 14:59:33 main:574] : INFO : Epoch 1774 | loss: 0.0312383 | val_loss: 0.0312346 | Time: 1051.61 ms
[2022-04-11 14:59:34 main:574] : INFO : Epoch 1775 | loss: 0.0312329 | val_loss: 0.0312291 | Time: 1054.55 ms
[2022-04-11 14:59:35 main:574] : INFO : Epoch 1776 | loss: 0.0312287 | val_loss: 0.0312235 | Time: 1048.5 ms
[2022-04-11 14:59:36 main:574] : INFO : Epoch 1777 | loss: 0.0312236 | val_loss: 0.0312188 | Time: 1052.01 ms
[2022-04-11 14:59:37 main:574] : INFO : Epoch 1778 | loss: 0.0312187 | val_loss: 0.0312141 | Time: 1047.92 ms
[2022-04-11 14:59:38 main:574] : INFO : Epoch 1779 | loss: 0.031213 | val_loss: 0.0312061 | Time: 1056.47 ms
[2022-04-11 14:59:39 main:574] : INFO : Epoch 1780 | loss: 0.0312064 | val_loss: 0.0311987 | Time: 1050.04 ms
[2022-04-11 14:59:40 main:574] : INFO : Epoch 1781 | loss: 0.0311995 | val_loss: 0.0311915 | Time: 1056.4 ms
[2022-04-11 14:59:42 main:574] : INFO : Epoch 1782 | loss: 0.0311932 | val_loss: 0.0311874 | Time: 1053.59 ms
[2022-04-11 14:59:43 main:574] : INFO : Epoch 1783 | loss: 0.031188 | val_loss: 0.0311829 | Time: 1047.34 ms
[2022-04-11 14:59:44 main:574] : INFO : Epoch 1784 | loss: 0.0311837 | val_loss: 0.0311813 | Time: 1052.45 ms
[2022-04-11 14:59:45 main:574] : INFO : Epoch 1785 | loss: 0.0311785 | val_loss: 0.0311729 | Time: 1050.37 ms
[2022-04-11 14:59:46 main:574] : INFO : Epoch 1786 | loss: 0.0311676 | val_loss: 0.0311689 | Time: 1054.25 ms
[2022-04-11 14:59:47 main:574] : INFO : Epoch 1787 | loss: 0.0311637 | val_loss: 0.0311708 | Time: 1050.35 ms
[2022-04-11 14:59:48 main:574] : INFO : Epoch 1788 | loss: 0.0311618 | val_loss: 0.0311723 | Time: 1053.87 ms
[2022-04-11 14:59:50 main:574] : INFO : Epoch 1789 | loss: 0.0311604 | val_loss: 0.0311684 | Time: 1050.99 ms
[2022-04-11 14:59:51 main:574] : INFO : Epoch 1790 | loss: 0.0311579 | val_loss: 0.0311678 | Time: 1054.38 ms
[2022-04-11 14:59:52 main:574] : INFO : Epoch 1791 | loss: 0.0311571 | val_loss: 0.0311675 | Time: 1048.34 ms
[2022-04-11 14:59:53 main:574] : INFO : Epoch 1792 | loss: 0.0311577 | val_loss: 0.0311675 | Time: 1053.41 ms
[2022-04-11 14:59:54 main:574] : INFO : Epoch 1793 | loss: 0.0311565 | val_loss: 0.0311678 | Time: 1047.78 ms
[2022-04-11 14:59:55 main:574] : INFO : Epoch 1794 | loss: 0.0311554 | val_loss: 0.0311692 | Time: 1051.86 ms
[2022-04-11 14:59:56 main:574] : INFO : Epoch 1795 | loss: 0.0311544 | val_loss: 0.0311682 | Time: 1047.37 ms
[2022-04-11 14:59:57 main:574] : INFO : Epoch 1796 | loss: 0.0311541 | val_loss: 0.0311676 | Time: 1052.54 ms
[2022-04-11 14:59:59 main:574] : INFO : Epoch 1797 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 1047.69 ms
[2022-04-11 15:00:00 main:574] : INFO : Epoch 1798 | loss: 0.0311545 | val_loss: 0.0311702 | Time: 1054.71 ms
[2022-04-11 15:00:01 main:574] : INFO : Epoch 1799 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 1048.24 ms
[2022-04-11 15:00:02 main:574] : INFO : Epoch 1800 | loss: 0.0311531 | val_loss: 0.0311716 | Time: 1056.22 ms
[2022-04-11 15:00:03 main:574] : INFO : Epoch 1801 | loss: 0.0311535 | val_loss: 0.0311669 | Time: 1049.64 ms
[2022-04-11 15:00:04 main:574] : INFO : Epoch 1802 | loss: 0.0311535 | val_loss: 0.031167 | Time: 1051.9 ms
[2022-04-11 15:00:05 main:574] : INFO : Epoch 1803 | loss: 0.0311539 | val_loss: 0.0311662 | Time: 1045.22 ms
[2022-04-11 15:00:06 main:574] : INFO : Epoch 1804 | loss: 0.0311536 | val_loss: 0.0311661 | Time: 1053 ms
[2022-04-11 15:00:08 main:574] : INFO : Epoch 1805 | loss: 0.0311532 | val_loss: 0.0311667 | Time: 1045.45 ms
[2022-04-11 15:00:09 main:574] : INFO : Epoch 1806 | loss: 0.0311521 | val_loss: 0.0311681 | Time: 1047.84 ms
[2022-04-11 15:00:10 main:574] : INFO : Epoch 1807 | loss: 0.0311515 | val_loss: 0.0311673 | Time: 1052.04 ms
[2022-04-11 15:00:11 main:574] : INFO : Epoch 1808 | loss: 0.0311516 | val_loss: 0.0311689 | Time: 1046.17 ms
[2022-04-11 15:00:12 main:574] : INFO : Epoch 1809 | loss: 0.0311523 | val_loss: 0.031167 | Time: 1050.36 ms
[2022-04-11 15:00:13 main:574] : INFO : Epoch 1810 | loss: 0.0311529 | val_loss: 0.0311697 | Time: 1048.22 ms
[2022-04-11 15:00:14 main:574] : INFO : Epoch 1811 | loss: 0.0311522 | val_loss: 0.0311667 | Time: 1050.81 ms
[2022-04-11 15:00:15 main:574] : INFO : Epoch 1812 | loss: 0.0311517 | val_loss: 0.0311687 | Time: 1049.04 ms
[2022-04-11 15:00:17 main:574] : INFO : Epoch 1813 | loss: 0.0311517 | val_loss: 0.0311692 | Time: 1052.64 ms
[2022-04-11 15:00:18 main:574] : INFO : Epoch 1814 | loss: 0.0311534 | val_loss: 0.0311671 | Time: 1050.07 ms
[2022-04-11 15:00:19 main:574] : INFO : Epoch 1815 | loss: 0.0311537 | val_loss: 0.0311658 | Time: 1055.19 ms
[2022-04-11 15:00:20 main:574] : INFO : Epoch 1816 | loss: 0.031153 | val_loss: 0.0311678 | Time: 1051.02 ms
[2022-04-11 15:00:21 main:574] : INFO : Epoch 1817 | loss: 0.031153 | val_loss: 0.0311678 | Time: 1052.53 ms
[2022-04-11 15:00:22 main:574] : INFO : Epoch 1818 | loss: 0.0311515 | val_loss: 0.0311664 | Time: 1049.45 ms
[2022-04-11 15:00:23 main:574] : INFO : Epoch 1819 | loss: 0.0311505 | val_loss: 0.0311674 | Time: 1051.37 ms
[2022-04-11 15:00:25 main:574] : INFO : Epoch 1820 | loss: 0.0311508 | val_loss: 0.0311689 | Time: 1046.24 ms
[2022-04-11 15:00:26 main:574] : INFO : Epoch 1821 | loss: 0.0311509 | val_loss: 0.0311681 | Time: 1053.41 ms
[2022-04-11 15:00:27 main:574] : INFO : Epoch 1822 | loss: 0.0311501 | val_loss: 0.0311683 | Time: 1051.22 ms
[2022-04-11 15:00:28 main:574] : INFO : Epoch 1823 | loss: 0.0311496 | val_loss: 0.0311668 | Time: 1051.09 ms
[2022-04-11 15:00:29 main:574] : INFO : Epoch 1824 | loss: 0.0311522 | val_loss: 0.0311675 | Time: 1049.93 ms
[2022-04-11 15:00:30 main:574] : INFO : Epoch 1825 | loss: 0.031152 | val_loss: 0.031166 | Time: 1054.24 ms
[2022-04-11 15:00:31 main:574] : INFO : Epoch 1826 | loss: 0.0311504 | val_loss: 0.0311691 | Time: 1046.44 ms
[2022-04-11 15:00:32 main:574] : INFO : Epoch 1827 | loss: 0.0311508 | val_loss: 0.0311703 | Time: 1053.74 ms
[2022-04-11 15:00:34 main:574] : INFO : Epoch 1828 | loss: 0.0311503 | val_loss: 0.0311675 | Time: 1049.68 ms
[2022-04-11 15:00:35 main:574] : INFO : Epoch 1829 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 1052.31 ms
[2022-04-11 15:00:36 main:574] : INFO : Epoch 1830 | loss: 0.0311497 | val_loss: 0.0311685 | Time: 1047.59 ms
[2022-04-11 15:00:37 main:574] : INFO : Epoch 1831 | loss: 0.0311497 | val_loss: 0.0311693 | Time: 1053.82 ms
[2022-04-11 15:00:38 main:574] : INFO : Epoch 1832 | loss: 0.0311491 | val_loss: 0.0311701 | Time: 1048.37 ms
[2022-04-11 15:00:39 main:574] : INFO : Epoch 1833 | loss: 0.0311504 | val_loss: 0.0311691 | Time: 1050.69 ms
[2022-04-11 15:00:40 main:574] : INFO : Epoch 1834 | loss: 0.0311489 | val_loss: 0.03117 | Time: 1043.58 ms
[2022-04-11 15:00:41 main:574] : INFO : Epoch 1835 | loss: 0.03115 | val_loss: 0.0311698 | Time: 1053.46 ms
[2022-04-11 15:00:43 main:574] : INFO : Epoch 1836 | loss: 0.0311493 | val_loss: 0.0311712 | Time: 1048.85 ms
[2022-04-11 15:00:44 main:574] : INFO : Epoch 1837 | loss: 0.0311482 | val_loss: 0.0311693 | Time: 1053.73 ms
[2022-04-11 15:00:45 main:574] : INFO : Epoch 1838 | loss: 0.0311478 | val_loss: 0.0311688 | Time: 1045.97 ms
[2022-04-11 15:00:46 main:574] : INFO : Epoch 1839 | loss: 0.0311481 | val_loss: 0.0311697 | Time: 1055.27 ms
[2022-04-11 15:00:47 main:574] : INFO : Epoch 1840 | loss: 0.0311481 | val_loss: 0.0311685 | Time: 1049.3 ms
[2022-04-11 15:00:48 main:574] : INFO : Epoch 1841 | loss: 0.0311484 | val_loss: 0.0311708 | Time: 1052.96 ms
[2022-04-11 15:00:49 main:574] : INFO : Epoch 1842 | loss: 0.0311491 | val_loss: 0.0311672 | Time: 1046.88 ms
[2022-04-11 15:00:50 main:574] : INFO : Epoch 1843 | loss: 0.0311491 | val_loss: 0.0311673 | Time: 1049.43 ms
[2022-04-11 15:00:52 main:574] : INFO : Epoch 1844 | loss: 0.0311497 | val_loss: 0.0311678 | Time: 1053.36 ms
[2022-04-11 15:00:53 main:574] : INFO : Epoch 1845 | loss: 0.0311487 | val_loss: 0.0311686 | Time: 1050.18 ms
[2022-04-11 15:00:54 main:574] : INFO : Epoch 1846 | loss: 0.0311475 | val_loss: 0.0311697 | Time: 1052.22 ms
[2022-04-11 15:00:55 main:574] : INFO : Epoch 1847 | loss: 0.031148 | val_loss: 0.0311681 | Time: 1048.92 ms
[2022-04-11 15:00:56 main:574] : INFO : Epoch 1848 | loss: 0.031148 | val_loss: 0.0311682 | Time: 1051.99 ms
[2022-04-11 15:00:57 main:574] : INFO : Epoch 1849 | loss: 0.031149 | val_loss: 0.0311682 | Time: 1048.83 ms
[2022-04-11 15:00:58 main:574] : INFO : Epoch 1850 | loss: 0.0311483 | val_loss: 0.0311688 | Time: 1052.63 ms
[2022-04-11 15:00:59 main:574] : INFO : Epoch 1851 | loss: 0.0311491 | val_loss: 0.0311696 | Time: 1047.92 ms
[2022-04-11 15:01:01 main:574] : INFO : Epoch 1852 | loss: 0.0311495 | val_loss: 0.0311715 | Time: 1052.47 ms
[2022-04-11 15:01:02 main:574] : INFO : Epoch 1853 | loss: 0.0311493 | val_loss: 0.0311679 | Time: 1048.07 ms
[2022-04-11 15:01:03 main:574] : INFO : Epoch 1854 | loss: 0.0311493 | val_loss: 0.0311695 | Time: 1051.03 ms
[2022-04-11 15:01:04 main:574] : INFO : Epoch 1855 | loss: 0.0311475 | val_loss: 0.0311683 | Time: 1050.45 ms
[2022-04-11 15:01:05 main:574] : INFO : Epoch 1856 | loss: 0.0311473 | val_loss: 0.0311682 | Time: 1052.45 ms
[2022-04-11 15:01:06 main:574] : INFO : Epoch 1857 | loss: 0.0311482 | val_loss: 0.0311684 | Time: 1050.46 ms
[2022-04-11 15:01:07 main:574] : INFO : Epoch 1858 | loss: 0.0311477 | val_loss: 0.0311682 | Time: 1052.44 ms
[2022-04-11 15:01:08 main:574] : INFO : Epoch 1859 | loss: 0.0311486 | val_loss: 0.0311688 | Time: 1047.1 ms
[2022-04-11 15:01:10 main:574] : INFO : Epoch 1860 | loss: 0.0311484 | val_loss: 0.0311712 | Time: 1052.41 ms
[2022-04-11 15:01:11 main:574] : INFO : Epoch 1861 | loss: 0.031147 | val_loss: 0.0311685 | Time: 1050.5 ms
[2022-04-11 15:01:12 main:574] : INFO : Epoch 1862 | loss: 0.0311472 | val_loss: 0.0311684 | Time: 1054.63 ms
[2022-04-11 15:01:13 main:574] : INFO : Epoch 1863 | loss: 0.0311477 | val_loss: 0.0311684 | Time: 1049.65 ms
[2022-04-11 15:01:14 main:574] : INFO : Epoch 1864 | loss: 0.0311469 | val_loss: 0.0311681 | Time: 1054.71 ms
[2022-04-11 15:01:15 main:574] : INFO : Epoch 1865 | loss: 0.031147 | val_loss: 0.031169 | Time: 1051.24 ms
[2022-04-11 15:01:16 main:574] : INFO : Epoch 1866 | loss: 0.0311493 | val_loss: 0.0311699 | Time: 1055.46 ms
[2022-04-11 15:01:17 main:574] : INFO : Epoch 1867 | loss: 0.0311491 | val_loss: 0.0311705 | Time: 1046.66 ms
[2022-04-11 15:01:19 main:574] : INFO : Epoch 1868 | loss: 0.0311503 | val_loss: 0.0311708 | Time: 1052.86 ms
[2022-04-11 15:01:20 main:574] : INFO : Epoch 1869 | loss: 0.0311504 | val_loss: 0.0311718 | Time: 1047.88 ms
[2022-04-11 15:01:21 main:574] : INFO : Epoch 1870 | loss: 0.0311506 | val_loss: 0.0311694 | Time: 1054.56 ms
[2022-04-11 15:01:22 main:574] : INFO : Epoch 1871 | loss: 0.0311497 | val_loss: 0.0311683 | Time: 1043.8 ms
[2022-04-11 15:01:23 main:574] : INFO : Epoch 1872 | loss: 0.0311488 | val_loss: 0.03117 | Time: 1051.08 ms
[2022-04-11 15:01:24 main:574] : INFO : Epoch 1873 | loss: 0.0311483 | val_loss: 0.031172 | Time: 1048.16 ms
[2022-04-11 15:01:25 main:574] : INFO : Epoch 1874 | loss: 0.0311505 | val_loss: 0.0311739 | Time: 1053.51 ms
[2022-04-11 15:01:27 main:574] : INFO : Epoch 1875 | loss: 0.0311534 | val_loss: 0.0311727 | Time: 1048.15 ms
[2022-04-11 15:01:28 main:574] : INFO : Epoch 1876 | loss: 0.0311529 | val_loss: 0.0311694 | Time: 1052.97 ms
[2022-04-11 15:01:29 main:574] : INFO : Epoch 1877 | loss: 0.0311512 | val_loss: 0.0311669 | Time: 1049.18 ms
[2022-04-11 15:01:30 main:574] : INFO : Epoch 1878 | loss: 0.0311498 | val_loss: 0.0311688 | Time: 1052.83 ms
[2022-04-11 15:01:31 main:574] : INFO : Epoch 1879 | loss: 0.0311505 | val_loss: 0.0311687 | Time: 1047.63 ms
[2022-04-11 15:01:32 main:574] : INFO : Epoch 1880 | loss: 0.0311502 | val_loss: 0.0311655 | Time: 1051.64 ms
[2022-04-11 15:01:33 main:574] : INFO : Epoch 1881 | loss: 0.031149 | val_loss: 0.0311706 | Time: 1046.06 ms
[2022-04-11 15:01:34 main:574] : INFO : Epoch 1882 | loss: 0.0311508 | val_loss: 0.0311654 | Time: 1051.82 ms
[2022-04-11 15:01:35 main:574] : INFO : Epoch 1883 | loss: 0.0311498 | val_loss: 0.0311666 | Time: 1047.26 ms
[2022-04-11 15:01:37 main:574] : INFO : Epoch 1884 | loss: 0.0311492 | val_loss: 0.0311678 | Time: 1052.61 ms
[2022-04-11 15:01:38 main:574] : INFO : Epoch 1885 | loss: 0.0311502 | val_loss: 0.0311683 | Time: 1047.81 ms
[2022-04-11 15:01:39 main:574] : INFO : Epoch 1886 | loss: 0.0311483 | val_loss: 0.0311729 | Time: 1053.57 ms
[2022-04-11 15:01:40 main:574] : INFO : Epoch 1887 | loss: 0.0311477 | val_loss: 0.0311674 | Time: 1046.55 ms
[2022-04-11 15:01:41 main:574] : INFO : Epoch 1888 | loss: 0.0311464 | val_loss: 0.031169 | Time: 1050.47 ms
[2022-04-11 15:01:42 main:574] : INFO : Epoch 1889 | loss: 0.0311463 | val_loss: 0.0311679 | Time: 1046.89 ms
[2022-04-11 15:01:43 main:574] : INFO : Epoch 1890 | loss: 0.031147 | val_loss: 0.031166 | Time: 1052.92 ms
[2022-04-11 15:01:44 main:574] : INFO : Epoch 1891 | loss: 0.0311477 | val_loss: 0.0311675 | Time: 1046.64 ms
[2022-04-11 15:01:46 main:574] : INFO : Epoch 1892 | loss: 0.0311468 | val_loss: 0.0311688 | Time: 1048.74 ms
[2022-04-11 15:01:47 main:574] : INFO : Epoch 1893 | loss: 0.0311466 | val_loss: 0.0311675 | Time: 1048.95 ms
[2022-04-11 15:01:48 main:574] : INFO : Epoch 1894 | loss: 0.0311476 | val_loss: 0.0311678 | Time: 1051.09 ms
[2022-04-11 15:01:49 main:574] : INFO : Epoch 1895 | loss: 0.0311491 | val_loss: 0.0311712 | Time: 1046.03 ms
[2022-04-11 15:01:50 main:574] : INFO : Epoch 1896 | loss: 0.0311481 | val_loss: 0.0311698 | Time: 1053.21 ms
[2022-04-11 15:01:51 main:574] : INFO : Epoch 1897 | loss: 0.0311495 | val_loss: 0.0311719 | Time: 1046.57 ms
[2022-04-11 15:01:52 main:574] : INFO : Epoch 1898 | loss: 0.031153 | val_loss: 0.0311692 | Time: 1050.67 ms
[2022-04-11 15:01:54 main:574] : INFO : Epoch 1899 | loss: 0.0311525 | val_loss: 0.0311696 | Time: 1047.02 ms
[2022-04-11 15:01:55 main:574] : INFO : Epoch 1900 | loss: 0.0311536 | val_loss: 0.0311729 | Time: 1048.86 ms
[2022-04-11 15:01:56 main:574] : INFO : Epoch 1901 | loss: 0.0311549 | val_loss: 0.0311676 | Time: 1045.47 ms
[2022-04-11 15:01:57 main:574] : INFO : Epoch 1902 | loss: 0.0311544 | val_loss: 0.0311677 | Time: 1051.12 ms
[2022-04-11 15:01:58 main:574] : INFO : Epoch 1903 | loss: 0.0311528 | val_loss: 0.0311679 | Time: 1047.54 ms
[2022-04-11 15:01:59 main:574] : INFO : Epoch 1904 | loss: 0.0311505 | val_loss: 0.031165 | Time: 1052.95 ms
[2022-04-11 15:02:00 main:574] : INFO : Epoch 1905 | loss: 0.0311506 | val_loss: 0.0311656 | Time: 1046.9 ms
[2022-04-11 15:02:01 main:574] : INFO : Epoch 1906 | loss: 0.0311517 | val_loss: 0.0311646 | Time: 1051.59 ms
[2022-04-11 15:02:03 main:574] : INFO : Epoch 1907 | loss: 0.0311499 | val_loss: 0.0311666 | Time: 1049.63 ms
[2022-04-11 15:02:04 main:574] : INFO : Epoch 1908 | loss: 0.0311501 | val_loss: 0.0311641 | Time: 1053.36 ms
[2022-04-11 15:02:05 main:574] : INFO : Epoch 1909 | loss: 0.0311494 | val_loss: 0.0311668 | Time: 1048.02 ms
[2022-04-11 15:02:06 main:574] : INFO : Epoch 1910 | loss: 0.0311493 | val_loss: 0.031166 | Time: 1051.41 ms
[2022-04-11 15:02:07 main:574] : INFO : Epoch 1911 | loss: 0.0311482 | val_loss: 0.0311657 | Time: 1049.79 ms
[2022-04-11 15:02:08 main:574] : INFO : Epoch 1912 | loss: 0.0311485 | val_loss: 0.0311648 | Time: 1052.56 ms
[2022-04-11 15:02:09 main:574] : INFO : Epoch 1913 | loss: 0.0311472 | val_loss: 0.0311631 | Time: 1049.53 ms
[2022-04-11 15:02:10 main:574] : INFO : Epoch 1914 | loss: 0.0311466 | val_loss: 0.0311646 | Time: 1052.45 ms
[2022-04-11 15:02:12 main:574] : INFO : Epoch 1915 | loss: 0.0311475 | val_loss: 0.0311671 | Time: 1048.42 ms
[2022-04-11 15:02:13 main:574] : INFO : Epoch 1916 | loss: 0.0311493 | val_loss: 0.0311706 | Time: 1053.84 ms
[2022-04-11 15:02:14 main:574] : INFO : Epoch 1917 | loss: 0.0311487 | val_loss: 0.0311657 | Time: 1049.71 ms
[2022-04-11 15:02:15 main:574] : INFO : Epoch 1918 | loss: 0.0311472 | val_loss: 0.0311654 | Time: 1055.56 ms
[2022-04-11 15:02:16 main:574] : INFO : Epoch 1919 | loss: 0.0311455 | val_loss: 0.0311668 | Time: 1051.02 ms
[2022-04-11 15:02:17 main:574] : INFO : Epoch 1920 | loss: 0.0311459 | val_loss: 0.0311678 | Time: 1053.04 ms
[2022-04-11 15:02:18 main:574] : INFO : Epoch 1921 | loss: 0.0311453 | val_loss: 0.0311684 | Time: 1041.95 ms
[2022-04-11 15:02:19 main:574] : INFO : Epoch 1922 | loss: 0.0311459 | val_loss: 0.0311656 | Time: 1048.16 ms
[2022-04-11 15:02:21 main:574] : INFO : Epoch 1923 | loss: 0.031146 | val_loss: 0.0311654 | Time: 1050.85 ms
[2022-04-11 15:02:22 main:574] : INFO : Epoch 1924 | loss: 0.0311453 | val_loss: 0.0311661 | Time: 1051.24 ms
[2022-04-11 15:02:23 main:574] : INFO : Epoch 1925 | loss: 0.0311474 | val_loss: 0.0311657 | Time: 1048.9 ms
[2022-04-11 15:02:24 main:574] : INFO : Epoch 1926 | loss: 0.0311462 | val_loss: 0.0311653 | Time: 1053.51 ms
[2022-04-11 15:02:25 main:574] : INFO : Epoch 1927 | loss: 0.031146 | val_loss: 0.0311679 | Time: 1049.71 ms
[2022-04-11 15:02:26 main:574] : INFO : Epoch 1928 | loss: 0.0311464 | val_loss: 0.0311677 | Time: 1054.98 ms
[2022-04-11 15:02:27 main:574] : INFO : Epoch 1929 | loss: 0.0311454 | val_loss: 0.0311647 | Time: 1047.46 ms
[2022-04-11 15:02:29 main:574] : INFO : Epoch 1930 | loss: 0.031146 | val_loss: 0.0311669 | Time: 1050.12 ms
[2022-04-11 15:02:30 main:574] : INFO : Epoch 1931 | loss: 0.0311463 | val_loss: 0.0311655 | Time: 1048.88 ms
[2022-04-11 15:02:31 main:574] : INFO : Epoch 1932 | loss: 0.0311454 | val_loss: 0.0311672 | Time: 1051.54 ms
[2022-04-11 15:02:32 main:574] : INFO : Epoch 1933 | loss: 0.031146 | val_loss: 0.0311651 | Time: 1049.43 ms
[2022-04-11 15:02:33 main:574] : INFO : Epoch 1934 | loss: 0.0311457 | val_loss: 0.0311642 | Time: 1052.03 ms
[2022-04-11 15:02:34 main:574] : INFO : Epoch 1935 | loss: 0.0311456 | val_loss: 0.0311676 | Time: 1050.08 ms
[2022-04-11 15:02:35 main:574] : INFO : Epoch 1936 | loss: 0.0311467 | val_loss: 0.0311703 | Time: 1053.57 ms
[2022-04-11 15:02:36 main:574] : INFO : Epoch 1937 | loss: 0.0311474 | val_loss: 0.0311693 | Time: 1046.48 ms
[2022-04-11 15:02:38 main:574] : INFO : Epoch 1938 | loss: 0.0311455 | val_loss: 0.0311673 | Time: 1053.92 ms
[2022-04-11 15:02:39 main:574] : INFO : Epoch 1939 | loss: 0.0311496 | val_loss: 0.0311683 | Time: 1048.18 ms
[2022-04-11 15:02:40 main:574] : INFO : Epoch 1940 | loss: 0.0311483 | val_loss: 0.0311698 | Time: 1050.93 ms
[2022-04-11 15:02:41 main:574] : INFO : Epoch 1941 | loss: 0.0311466 | val_loss: 0.0311649 | Time: 1047.72 ms
[2022-04-11 15:02:42 main:574] : INFO : Epoch 1942 | loss: 0.031147 | val_loss: 0.0311692 | Time: 1052.83 ms
[2022-04-11 15:02:43 main:574] : INFO : Epoch 1943 | loss: 0.0311467 | val_loss: 0.0311636 | Time: 1047.77 ms
[2022-04-11 15:02:44 main:574] : INFO : Epoch 1944 | loss: 0.0311503 | val_loss: 0.0311693 | Time: 1050.81 ms
[2022-04-11 15:02:45 main:574] : INFO : Epoch 1945 | loss: 0.0311494 | val_loss: 0.0311621 | Time: 1048.28 ms
[2022-04-11 15:02:47 main:574] : INFO : Epoch 1946 | loss: 0.0311491 | val_loss: 0.0311679 | Time: 1054.63 ms
[2022-04-11 15:02:48 main:574] : INFO : Epoch 1947 | loss: 0.0311495 | val_loss: 0.0311732 | Time: 1049.17 ms
[2022-04-11 15:02:49 main:574] : INFO : Epoch 1948 | loss: 0.0311481 | val_loss: 0.0311654 | Time: 1053.4 ms
[2022-04-11 15:02:50 main:574] : INFO : Epoch 1949 | loss: 0.0311502 | val_loss: 0.0311631 | Time: 1048.37 ms
[2022-04-11 15:02:51 main:574] : INFO : Epoch 1950 | loss: 0.031146 | val_loss: 0.0311654 | Time: 1052.29 ms
[2022-04-11 15:02:52 main:574] : INFO : Epoch 1951 | loss: 0.031145 | val_loss: 0.031167 | Time: 1048.4 ms
[2022-04-11 15:02:53 main:574] : INFO : Epoch 1952 | loss: 0.0311456 | val_loss: 0.0311638 | Time: 1055.47 ms
[2022-04-11 15:02:54 main:574] : INFO : Epoch 1953 | loss: 0.0311457 | val_loss: 0.0311635 | Time: 1049.83 ms
[2022-04-11 15:02:56 main:574] : INFO : Epoch 1954 | loss: 0.0311521 | val_loss: 0.0311664 | Time: 1050.51 ms
[2022-04-11 15:02:57 main:574] : INFO : Epoch 1955 | loss: 0.031157 | val_loss: 0.0311634 | Time: 1049.5 ms
[2022-04-11 15:02:58 main:574] : INFO : Epoch 1956 | loss: 0.0311557 | val_loss: 0.031164 | Time: 1051.34 ms
[2022-04-11 15:02:59 main:574] : INFO : Epoch 1957 | loss: 0.031153 | val_loss: 0.0311628 | Time: 1046.3 ms
[2022-04-11 15:03:00 main:574] : INFO : Epoch 1958 | loss: 0.0311507 | val_loss: 0.0311614 | Time: 1053.44 ms
[2022-04-11 15:03:01 main:574] : INFO : Epoch 1959 | loss: 0.0311504 | val_loss: 0.0311638 | Time: 1048.48 ms
[2022-04-11 15:03:02 main:574] : INFO : Epoch 1960 | loss: 0.0311488 | val_loss: 0.0311628 | Time: 1050.76 ms
[2022-04-11 15:03:03 main:574] : INFO : Epoch 1961 | loss: 0.0311485 | val_loss: 0.0311625 | Time: 1049.82 ms
[2022-04-11 15:03:05 main:574] : INFO : Epoch 1962 | loss: 0.0311483 | val_loss: 0.0311643 | Time: 1054.03 ms
[2022-04-11 15:03:06 main:574] : INFO : Epoch 1963 | loss: 0.0311485 | val_loss: 0.0311635 | Time: 1048.84 ms
[2022-04-11 15:03:07 main:574] : INFO : Epoch 1964 | loss: 0.0311514 | val_loss: 0.0311644 | Time: 1051.21 ms
[2022-04-11 15:03:08 main:574] : INFO : Epoch 1965 | loss: 0.0311478 | val_loss: 0.0311615 | Time: 1048.27 ms
[2022-04-11 15:03:09 main:574] : INFO : Epoch 1966 | loss: 0.0311476 | val_loss: 0.0311628 | Time: 1052.9 ms
[2022-04-11 15:03:10 main:574] : INFO : Epoch 1967 | loss: 0.0311463 | val_loss: 0.0311635 | Time: 1048.41 ms
[2022-04-11 15:03:11 main:574] : INFO : Epoch 1968 | loss: 0.0311468 | val_loss: 0.0311659 | Time: 1050.83 ms
[2022-04-11 15:03:12 main:574] : INFO : Epoch 1969 | loss: 0.031146 | val_loss: 0.031163 | Time: 1051.44 ms
[2022-04-11 15:03:14 main:574] : INFO : Epoch 1970 | loss: 0.0311456 | val_loss: 0.0311599 | Time: 1055.27 ms
[2022-04-11 15:03:15 main:574] : INFO : Epoch 1971 | loss: 0.0311454 | val_loss: 0.0311598 | Time: 1048.95 ms
[2022-04-11 15:03:16 main:574] : INFO : Epoch 1972 | loss: 0.0311455 | val_loss: 0.0311688 | Time: 1053.91 ms
[2022-04-11 15:03:17 main:574] : INFO : Epoch 1973 | loss: 0.0311476 | val_loss: 0.0311677 | Time: 1049.66 ms
[2022-04-11 15:03:18 main:574] : INFO : Epoch 1974 | loss: 0.031146 | val_loss: 0.0311646 | Time: 1052.6 ms
[2022-04-11 15:03:19 main:574] : INFO : Epoch 1975 | loss: 0.0311441 | val_loss: 0.0311631 | Time: 1045.03 ms
[2022-04-11 15:03:20 main:574] : INFO : Epoch 1976 | loss: 0.0311439 | val_loss: 0.0311674 | Time: 1051.24 ms
[2022-04-11 15:03:21 main:574] : INFO : Epoch 1977 | loss: 0.0311442 | val_loss: 0.0311658 | Time: 1046.54 ms
[2022-04-11 15:03:23 main:574] : INFO : Epoch 1978 | loss: 0.0311444 | val_loss: 0.0311667 | Time: 1049.98 ms
[2022-04-11 15:03:24 main:574] : INFO : Epoch 1979 | loss: 0.0311453 | val_loss: 0.0311687 | Time: 1046.36 ms
[2022-04-11 15:03:25 main:574] : INFO : Epoch 1980 | loss: 0.0311453 | val_loss: 0.0311695 | Time: 1050.91 ms
[2022-04-11 15:03:26 main:574] : INFO : Epoch 1981 | loss: 0.0311459 | val_loss: 0.0311682 | Time: 1048.53 ms
[2022-04-11 15:03:27 main:574] : INFO : Epoch 1982 | loss: 0.0311461 | val_loss: 0.0311638 | Time: 1051.75 ms
[2022-04-11 15:03:28 main:574] : INFO : Epoch 1983 | loss: 0.0311446 | val_loss: 0.0311658 | Time: 1044.97 ms
[2022-04-11 15:03:29 main:574] : INFO : Epoch 1984 | loss: 0.0311428 | val_loss: 0.031164 | Time: 1052.77 ms
[2022-04-11 15:03:30 main:574] : INFO : Epoch 1985 | loss: 0.0311445 | val_loss: 0.0311654 | Time: 1047.57 ms
[2022-04-11 15:03:32 main:574] : INFO : Epoch 1986 | loss: 0.0311474 | val_loss: 0.0311658 | Time: 1051.83 ms
[2022-04-11 15:03:33 main:574] : INFO : Epoch 1987 | loss: 0.0311472 | val_loss: 0.0311668 | Time: 1047.13 ms
[2022-04-11 15:03:34 main:574] : INFO : Epoch 1988 | loss: 0.0311467 | val_loss: 0.0311669 | Time: 1051.43 ms
[2022-04-11 15:03:35 main:574] : INFO : Epoch 1989 | loss: 0.0311469 | val_loss: 0.0311674 | Time: 1047.6 ms
[2022-04-11 15:03:36 main:574] : INFO : Epoch 1990 | loss: 0.0311484 | val_loss: 0.0311711 | Time: 1052.05 ms
[2022-04-11 15:03:37 main:574] : INFO : Epoch 1991 | loss: 0.0311493 | val_loss: 0.0311688 | Time: 1045.55 ms
[2022-04-11 15:03:38 main:574] : INFO : Epoch 1992 | loss: 0.0311478 | val_loss: 0.0311686 | Time: 1051.12 ms
[2022-04-11 15:03:39 main:574] : INFO : Epoch 1993 | loss: 0.0311459 | val_loss: 0.0311678 | Time: 1048.7 ms
[2022-04-11 15:03:41 main:574] : INFO : Epoch 1994 | loss: 0.0311462 | val_loss: 0.0311681 | Time: 1052.38 ms
[2022-04-11 15:03:42 main:574] : INFO : Epoch 1995 | loss: 0.031147 | val_loss: 0.0311759 | Time: 1047.59 ms
[2022-04-11 15:03:43 main:574] : INFO : Epoch 1996 | loss: 0.0311455 | val_loss: 0.0311658 | Time: 1052.16 ms
[2022-04-11 15:03:44 main:574] : INFO : Epoch 1997 | loss: 0.0311443 | val_loss: 0.031165 | Time: 1046.96 ms
[2022-04-11 15:03:45 main:574] : INFO : Epoch 1998 | loss: 0.0311461 | val_loss: 0.0311698 | Time: 1052.5 ms
[2022-04-11 15:03:46 main:574] : INFO : Epoch 1999 | loss: 0.031147 | val_loss: 0.0311648 | Time: 1048.48 ms
[2022-04-11 15:03:47 main:574] : INFO : Epoch 2000 | loss: 0.031148 | val_loss: 0.0311634 | Time: 1055.16 ms
[2022-04-11 15:03:49 main:574] : INFO : Epoch 2001 | loss: 0.0311475 | val_loss: 0.0311608 | Time: 1048.41 ms
[2022-04-11 15:03:50 main:574] : INFO : Epoch 2002 | loss: 0.0311506 | val_loss: 0.0311634 | Time: 1053.35 ms
[2022-04-11 15:03:51 main:574] : INFO : Epoch 2003 | loss: 0.0311467 | val_loss: 0.0311617 | Time: 1049.95 ms
[2022-04-11 15:03:52 main:574] : INFO : Epoch 2004 | loss: 0.031148 | val_loss: 0.0311639 | Time: 1052.29 ms
[2022-04-11 15:03:53 main:574] : INFO : Epoch 2005 | loss: 0.0311485 | val_loss: 0.0311635 | Time: 1047.66 ms
[2022-04-11 15:03:54 main:574] : INFO : Epoch 2006 | loss: 0.0311498 | val_loss: 0.0311665 | Time: 1053.17 ms
[2022-04-11 15:03:55 main:574] : INFO : Epoch 2007 | loss: 0.0311457 | val_loss: 0.0311659 | Time: 1048.9 ms
[2022-04-11 15:03:56 main:574] : INFO : Epoch 2008 | loss: 0.0311447 | val_loss: 0.0311639 | Time: 1052.47 ms
[2022-04-11 15:03:58 main:574] : INFO : Epoch 2009 | loss: 0.0311442 | val_loss: 0.0311717 | Time: 1049.9 ms
[2022-04-11 15:03:59 main:574] : INFO : Epoch 2010 | loss: 0.0311456 | val_loss: 0.0311639 | Time: 1056.21 ms
[2022-04-11 15:04:00 main:574] : INFO : Epoch 2011 | loss: 0.0311453 | val_loss: 0.0311653 | Time: 1049.77 ms
[2022-04-11 15:04:01 main:574] : INFO : Epoch 2012 | loss: 0.031144 | val_loss: 0.0311634 | Time: 1055.98 ms
[2022-04-11 15:04:02 main:574] : INFO : Epoch 2013 | loss: 0.0311447 | val_loss: 0.0311647 | Time: 1046.61 ms
[2022-04-11 15:04:03 main:574] : INFO : Epoch 2014 | loss: 0.0311452 | val_loss: 0.031168 | Time: 1054.63 ms
[2022-04-11 15:04:04 main:574] : INFO : Epoch 2015 | loss: 0.0311458 | val_loss: 0.0311658 | Time: 1052.21 ms
[2022-04-11 15:04:05 main:574] : INFO : Epoch 2016 | loss: 0.0311432 | val_loss: 0.0311645 | Time: 1053.89 ms
[2022-04-11 15:04:07 main:574] : INFO : Epoch 2017 | loss: 0.0311451 | val_loss: 0.031165 | Time: 1049.82 ms
[2022-04-11 15:04:08 main:574] : INFO : Epoch 2018 | loss: 0.0311435 | val_loss: 0.0311649 | Time: 1053.91 ms
[2022-04-11 15:04:09 main:574] : INFO : Epoch 2019 | loss: 0.0311441 | val_loss: 0.0311628 | Time: 1049.7 ms
[2022-04-11 15:04:10 main:574] : INFO : Epoch 2020 | loss: 0.0311472 | val_loss: 0.0311643 | Time: 1052.52 ms
[2022-04-11 15:04:11 main:574] : INFO : Epoch 2021 | loss: 0.0311478 | val_loss: 0.0311702 | Time: 1046.15 ms
[2022-04-11 15:04:12 main:574] : INFO : Epoch 2022 | loss: 0.0311504 | val_loss: 0.0311668 | Time: 1051.47 ms
[2022-04-11 15:04:13 main:574] : INFO : Epoch 2023 | loss: 0.0311535 | val_loss: 0.0311628 | Time: 1048.91 ms
[2022-04-11 15:04:14 main:574] : INFO : Epoch 2024 | loss: 0.0311531 | val_loss: 0.031163 | Time: 1051.73 ms
[2022-04-11 15:04:16 main:574] : INFO : Epoch 2025 | loss: 0.031153 | val_loss: 0.0311628 | Time: 1049.55 ms
[2022-04-11 15:04:17 main:574] : INFO : Epoch 2026 | loss: 0.0311527 | val_loss: 0.0311633 | Time: 1052.1 ms
[2022-04-11 15:04:18 main:574] : INFO : Epoch 2027 | loss: 0.0311515 | val_loss: 0.0311645 | Time: 1052.84 ms
[2022-04-11 15:04:19 main:574] : INFO : Epoch 2028 | loss: 0.0311532 | val_loss: 0.0311645 | Time: 1051.32 ms
[2022-04-11 15:04:20 main:574] : INFO : Epoch 2029 | loss: 0.0311505 | val_loss: 0.0311664 | Time: 1049.07 ms
[2022-04-11 15:04:21 main:574] : INFO : Epoch 2030 | loss: 0.031152 | val_loss: 0.0311631 | Time: 1055.22 ms
[2022-04-11 15:04:22 main:574] : INFO : Epoch 2031 | loss: 0.0311478 | val_loss: 0.0311632 | Time: 1048.75 ms
[2022-04-11 15:04:23 main:574] : INFO : Epoch 2032 | loss: 0.031149 | val_loss: 0.0311627 | Time: 1053.13 ms
[2022-04-11 15:04:25 main:574] : INFO : Epoch 2033 | loss: 0.0311495 | val_loss: 0.0311634 | Time: 1048.1 ms
[2022-04-11 15:04:26 main:574] : INFO : Epoch 2034 | loss: 0.03115 | val_loss: 0.0311621 | Time: 1052.99 ms
[2022-04-11 15:04:27 main:574] : INFO : Epoch 2035 | loss: 0.0311485 | val_loss: 0.0311648 | Time: 1047.14 ms
[2022-04-11 15:04:28 main:574] : INFO : Epoch 2036 | loss: 0.0311513 | val_loss: 0.0311641 | Time: 1054.93 ms
[2022-04-11 15:04:29 main:574] : INFO : Epoch 2037 | loss: 0.0311507 | val_loss: 0.0311619 | Time: 1048.04 ms
[2022-04-11 15:04:30 main:574] : INFO : Epoch 2038 | loss: 0.031148 | val_loss: 0.0311633 | Time: 1048.35 ms
[2022-04-11 15:04:31 main:574] : INFO : Epoch 2039 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 1053.59 ms
[2022-04-11 15:04:33 main:574] : INFO : Epoch 2040 | loss: 0.0311486 | val_loss: 0.0311609 | Time: 1049.6 ms
[2022-04-11 15:04:34 main:574] : INFO : Epoch 2041 | loss: 0.0311457 | val_loss: 0.031161 | Time: 1054.48 ms
[2022-04-11 15:04:35 main:574] : INFO : Epoch 2042 | loss: 0.0311468 | val_loss: 0.0311647 | Time: 1048.59 ms
[2022-04-11 15:04:36 main:574] : INFO : Epoch 2043 | loss: 0.0311468 | val_loss: 0.0311692 | Time: 1054.24 ms
[2022-04-11 15:04:37 main:574] : INFO : Epoch 2044 | loss: 0.0311498 | val_loss: 0.0311629 | Time: 1048.94 ms
[2022-04-11 15:04:38 main:574] : INFO : Epoch 2045 | loss: 0.0311453 | val_loss: 0.0311656 | Time: 1053.91 ms
[2022-04-11 15:04:39 main:574] : INFO : Epoch 2046 | loss: 0.0311473 | val_loss: 0.0311662 | Time: 1049.61 ms
[2022-04-11 15:04:41 main:574] : INFO : Epoch 2047 | loss: 0.0311471 | val_loss: 0.0311645 | Time: 1050.21 ms
[2022-04-11 15:04:42 main:574] : INFO : Epoch 2048 | loss: 0.0311471 | val_loss: 0.0311676 | Time: 1051.3 ms
[2022-04-11 15:04:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311676
[2022-04-11 15:04:42 main:603] : INFO : Saving end state to config to file
[2022-04-11 15:04:42 main:608] : INFO : Success, exiting..
15:04:42 (13180): 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)