Task 14327274
| Name | ParityModified-1647042322-25215-3-0_0 |
| Workunit | 11377641 |
| Created | 3 Apr 2022, 23:05:05 UTC |
| Sent | 10 Apr 2022, 13:48:22 UTC |
| Report deadline | 18 Apr 2022, 13:48:22 UTC |
| Received | 11 Apr 2022, 0:32:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13905 |
| Run time | 59 min 34 sec |
| CPU time | 56 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,572.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 04-10 18:18:06 main:574] : INFO : Epoch 1542 | loss: 0.0311644 | val_loss: 0.0311717 | Time: 1540.35 ms [2022-04-10 18:18:07 main:574] : INFO : Epoch 1543 | loss: 0.0311654 | val_loss: 0.0311751 | Time: 1536.11 ms [2022-04-10 18:18:09 main:574] : INFO : Epoch 1544 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 1539.2 ms [2022-04-10 18:18:10 main:574] : INFO : Epoch 1545 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 1535.96 ms [2022-04-10 18:18:12 main:574] : INFO : Epoch 1546 | loss: 0.0311748 | val_loss: 0.031193 | Time: 1538.42 ms [2022-04-10 18:18:13 main:574] : INFO : Epoch 1547 | loss: 0.0311751 | val_loss: 0.0311835 | Time: 1533.79 ms [2022-04-10 18:18:15 main:574] : INFO : Epoch 1548 | loss: 0.0311677 | val_loss: 0.0311753 | Time: 1530.71 ms [2022-04-10 18:18:16 main:574] : INFO : Epoch 1549 | loss: 0.0311679 | val_loss: 0.0311707 | Time: 1536.66 ms [2022-04-10 18:18:18 main:574] : INFO : Epoch 1550 | loss: 0.0311655 | val_loss: 0.0311707 | Time: 1540.12 ms [2022-04-10 18:18:20 main:574] : INFO : Epoch 1551 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 1592.41 ms [2022-04-10 18:18:21 main:574] : INFO : Epoch 1552 | loss: 0.031165 | val_loss: 0.0311709 | Time: 1584.86 ms [2022-04-10 18:18:23 main:574] : INFO : Epoch 1553 | loss: 0.0311641 | val_loss: 0.0311728 | Time: 1548.88 ms [2022-04-10 18:18:24 main:574] : INFO : Epoch 1554 | loss: 0.0311636 | val_loss: 0.0311711 | Time: 1535.06 ms [2022-04-10 18:18:26 main:574] : INFO : Epoch 1555 | loss: 0.0311636 | val_loss: 0.0311732 | Time: 1542.19 ms [2022-04-10 18:18:27 main:574] : INFO : Epoch 1556 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 1546.26 ms [2022-04-10 18:18:29 main:574] : INFO : Epoch 1557 | loss: 0.0311642 | val_loss: 0.0311725 | Time: 1545.24 ms [2022-04-10 18:18:30 main:574] : INFO : Epoch 1558 | loss: 0.0311675 | val_loss: 0.0311705 | Time: 1534.85 ms [2022-04-10 18:18:32 main:574] : INFO : Epoch 1559 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 1546.42 ms [2022-04-10 18:18:33 main:574] : INFO : Epoch 1560 | loss: 0.031168 | val_loss: 0.0311712 | Time: 1530.7 ms [2022-04-10 18:18:35 main:574] : INFO : Epoch 1561 | loss: 0.031168 | val_loss: 0.0311718 | Time: 1538.94 ms [2022-04-10 18:18:37 main:574] : INFO : Epoch 1562 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 1544.67 ms [2022-04-10 18:18:38 main:574] : INFO : Epoch 1563 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 1556.3 ms [2022-04-10 18:18:40 main:574] : INFO : Epoch 1564 | loss: 0.031164 | val_loss: 0.0311728 | Time: 1540.3 ms [2022-04-10 18:18:41 main:574] : INFO : Epoch 1565 | loss: 0.0311667 | val_loss: 0.031176 | Time: 1538.89 ms [2022-04-10 18:18:43 main:574] : INFO : Epoch 1566 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 1534.33 ms [2022-04-10 18:18:44 main:574] : INFO : Epoch 1567 | loss: 0.031169 | val_loss: 0.0311723 | Time: 1538.64 ms [2022-04-10 18:18:46 main:574] : INFO : Epoch 1568 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 1545.39 ms [2022-04-10 18:18:47 main:574] : INFO : Epoch 1569 | loss: 0.0311732 | val_loss: 0.0311716 | Time: 1535.29 ms [2022-04-10 18:18:49 main:574] : INFO : Epoch 1570 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 1528.2 ms [2022-04-10 18:18:50 main:574] : INFO : Epoch 1571 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 1545.87 ms [2022-04-10 18:18:52 main:574] : INFO : Epoch 1572 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 1530.38 ms [2022-04-10 18:18:54 main:574] : INFO : Epoch 1573 | loss: 0.0311653 | val_loss: 0.0311698 | Time: 1542.21 ms [2022-04-10 18:18:55 main:574] : INFO : Epoch 1574 | loss: 0.0311643 | val_loss: 0.0311714 | Time: 1544.32 ms [2022-04-10 18:18:57 main:574] : INFO : Epoch 1575 | loss: 0.0311653 | val_loss: 0.0311692 | Time: 1544.2 ms [2022-04-10 18:18:58 main:574] : INFO : Epoch 1576 | loss: 0.0311649 | val_loss: 0.0311706 | Time: 1540.44 ms [2022-04-10 18:19:00 main:574] : INFO : Epoch 1577 | loss: 0.0311654 | val_loss: 0.0311697 | Time: 1530.96 ms [2022-04-10 18:19:01 main:574] : INFO : Epoch 1578 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 1541.26 ms [2022-04-10 18:19:03 main:574] : INFO : Epoch 1579 | loss: 0.0311662 | val_loss: 0.0311693 | Time: 1548.22 ms [2022-04-10 18:19:04 main:574] : INFO : Epoch 1580 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 1539.2 ms [2022-04-10 18:19:06 main:574] : INFO : Epoch 1581 | loss: 0.0311663 | val_loss: 0.0311686 | Time: 1528.07 ms [2022-04-10 18:19:07 main:574] : INFO : Epoch 1582 | loss: 0.0311641 | val_loss: 0.0311681 | Time: 1538.75 ms [2022-04-10 18:19:09 main:574] : INFO : Epoch 1583 | loss: 0.0311638 | val_loss: 0.0311714 | Time: 1535.06 ms [2022-04-10 18:19:11 main:574] : INFO : Epoch 1584 | loss: 0.0311644 | val_loss: 0.0311685 | Time: 1537.72 ms [2022-04-10 18:19:12 main:574] : INFO : Epoch 1585 | loss: 0.0311648 | val_loss: 0.0311765 | Time: 1539.13 ms [2022-04-10 18:19:14 main:574] : INFO : Epoch 1586 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 1531.25 ms [2022-04-10 18:19:15 main:574] : INFO : Epoch 1587 | loss: 0.0311642 | val_loss: 0.0311763 | Time: 1548.42 ms [2022-04-10 18:19:17 main:574] : INFO : Epoch 1588 | loss: 0.0311635 | val_loss: 0.0311687 | Time: 1541.87 ms [2022-04-10 18:19:18 main:574] : INFO : Epoch 1589 | loss: 0.0311642 | val_loss: 0.0311688 | Time: 1545.21 ms [2022-04-10 18:19:20 main:574] : INFO : Epoch 1590 | loss: 0.0311623 | val_loss: 0.0311703 | Time: 1539.62 ms [2022-04-10 18:19:21 main:574] : INFO : Epoch 1591 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 1546.58 ms [2022-04-10 18:19:23 main:574] : INFO : Epoch 1592 | loss: 0.0311639 | val_loss: 0.0311712 | Time: 1536.01 ms [2022-04-10 18:19:24 main:574] : INFO : Epoch 1593 | loss: 0.0311627 | val_loss: 0.0311731 | Time: 1528.1 ms [2022-04-10 18:19:26 main:574] : INFO : Epoch 1594 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 1542.06 ms [2022-04-10 18:19:28 main:574] : INFO : Epoch 1595 | loss: 0.0311603 | val_loss: 0.0311706 | Time: 1542.98 ms [2022-04-10 18:19:29 main:574] : INFO : Epoch 1596 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 1538.48 ms [2022-04-10 18:19:31 main:574] : INFO : Epoch 1597 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 1540.57 ms [2022-04-10 18:19:32 main:574] : INFO : Epoch 1598 | loss: 0.0311634 | val_loss: 0.0311698 | Time: 1550.64 ms [2022-04-10 18:19:34 main:574] : INFO : Epoch 1599 | loss: 0.0311622 | val_loss: 0.0311758 | Time: 1541.64 ms [2022-04-10 18:19:35 main:574] : INFO : Epoch 1600 | loss: 0.0311603 | val_loss: 0.0311701 | Time: 1543.59 ms [2022-04-10 18:19:37 main:574] : INFO : Epoch 1601 | loss: 0.0311595 | val_loss: 0.0311683 | Time: 1533.53 ms [2022-04-10 18:19:38 main:574] : INFO : Epoch 1602 | loss: 0.0311589 | val_loss: 0.0311685 | Time: 1544.35 ms [2022-04-10 18:19:40 main:574] : INFO : Epoch 1603 | loss: 0.0311584 | val_loss: 0.0311699 | Time: 1527.15 ms [2022-04-10 18:19:41 main:574] : INFO : Epoch 1604 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 1540.23 ms [2022-04-10 18:19:43 main:574] : INFO : Epoch 1605 | loss: 0.0311623 | val_loss: 0.0311691 | Time: 1528.59 ms [2022-04-10 18:19:45 main:574] : INFO : Epoch 1606 | loss: 0.0311616 | val_loss: 0.0311809 | Time: 1549.21 ms [2022-04-10 18:19:46 main:574] : INFO : Epoch 1607 | loss: 0.0311678 | val_loss: 0.0311705 | Time: 1535.52 ms [2022-04-10 18:19:48 main:574] : INFO : Epoch 1608 | loss: 0.0311626 | val_loss: 0.03117 | Time: 1539.09 ms [2022-04-10 18:19:49 main:574] : INFO : Epoch 1609 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 1540.71 ms [2022-04-10 18:19:51 main:574] : INFO : Epoch 1610 | loss: 0.0311599 | val_loss: 0.0311725 | Time: 1520.07 ms [2022-04-10 18:19:52 main:574] : INFO : Epoch 1611 | loss: 0.0311618 | val_loss: 0.0311682 | Time: 1536.4 ms [2022-04-10 18:19:54 main:574] : INFO : Epoch 1612 | loss: 0.0311593 | val_loss: 0.031168 | Time: 1543.15 ms [2022-04-10 18:19:55 main:574] : INFO : Epoch 1613 | loss: 0.03116 | val_loss: 0.0311686 | Time: 1536.97 ms [2022-04-10 18:19:57 main:574] : INFO : Epoch 1614 | loss: 0.031158 | val_loss: 0.0311683 | Time: 1534.97 ms [2022-04-10 18:19:58 main:574] : INFO : Epoch 1615 | loss: 0.0311617 | val_loss: 0.031172 | Time: 1526.65 ms [2022-04-10 18:20:00 main:574] : INFO : Epoch 1616 | loss: 0.0311603 | val_loss: 0.0311679 | Time: 1526.52 ms [2022-04-10 18:20:01 main:574] : INFO : Epoch 1617 | loss: 0.0311599 | val_loss: 0.0311726 | Time: 1534.27 ms [2022-04-10 18:20:03 main:574] : INFO : Epoch 1618 | loss: 0.0311589 | val_loss: 0.0311683 | Time: 1539.85 ms [2022-04-10 18:20:05 main:574] : INFO : Epoch 1619 | loss: 0.0311587 | val_loss: 0.0311663 | Time: 1544.51 ms [2022-04-10 18:20:06 main:574] : INFO : Epoch 1620 | loss: 0.0311589 | val_loss: 0.0311763 | Time: 1533.08 ms [2022-04-10 18:20:08 main:574] : INFO : Epoch 1621 | loss: 0.0311656 | val_loss: 0.0311711 | Time: 1528.57 ms [2022-04-10 18:20:09 main:574] : INFO : Epoch 1622 | loss: 0.0311701 | val_loss: 0.031172 | Time: 1539.28 ms [2022-04-10 18:20:11 main:574] : INFO : Epoch 1623 | loss: 0.0311662 | val_loss: 0.0311738 | Time: 1522.07 ms [2022-04-10 18:20:12 main:574] : INFO : Epoch 1624 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 1541.38 ms [2022-04-10 18:20:14 main:574] : INFO : Epoch 1625 | loss: 0.0311607 | val_loss: 0.0311664 | Time: 1542.94 ms [2022-04-10 18:20:15 main:574] : INFO : Epoch 1626 | loss: 0.0311605 | val_loss: 0.0311662 | Time: 1532.95 ms [2022-04-10 18:20:17 main:574] : INFO : Epoch 1627 | loss: 0.0311637 | val_loss: 0.0311691 | Time: 1537.54 ms [2022-04-10 18:20:18 main:574] : INFO : Epoch 1628 | loss: 0.0311607 | val_loss: 0.0311699 | Time: 1534.46 ms [2022-04-10 18:20:20 main:574] : INFO : Epoch 1629 | loss: 0.031163 | val_loss: 0.0311726 | Time: 1535.4 ms [2022-04-10 18:20:21 main:574] : INFO : Epoch 1630 | loss: 0.0311627 | val_loss: 0.0311729 | Time: 1538.61 ms [2022-04-10 18:20:23 main:574] : INFO : Epoch 1631 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 1538.14 ms [2022-04-10 18:20:25 main:574] : INFO : Epoch 1632 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 1536.44 ms [2022-04-10 18:20:26 main:574] : INFO : Epoch 1633 | loss: 0.0311594 | val_loss: 0.0311701 | Time: 1547.08 ms [2022-04-10 18:20:28 main:574] : INFO : Epoch 1634 | loss: 0.0311597 | val_loss: 0.0311715 | Time: 1545.37 ms [2022-04-10 18:20:29 main:574] : INFO : Epoch 1635 | loss: 0.0311587 | val_loss: 0.0311693 | Time: 1533.77 ms [2022-04-10 18:20:31 main:574] : INFO : Epoch 1636 | loss: 0.0311582 | val_loss: 0.0311718 | Time: 1537.97 ms [2022-04-10 18:20:32 main:574] : INFO : Epoch 1637 | loss: 0.0311588 | val_loss: 0.0311678 | Time: 1536.69 ms [2022-04-10 18:20:34 main:574] : INFO : Epoch 1638 | loss: 0.0311584 | val_loss: 0.0311702 | Time: 1539.67 ms [2022-04-10 18:20:35 main:574] : INFO : Epoch 1639 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 1541.31 ms [2022-04-10 18:20:37 main:574] : INFO : Epoch 1640 | loss: 0.0311589 | val_loss: 0.0311719 | Time: 1540.4 ms [2022-04-10 18:20:38 main:574] : INFO : Epoch 1641 | loss: 0.0311609 | val_loss: 0.0311747 | Time: 1535.19 ms [2022-04-10 18:20:40 main:574] : INFO : Epoch 1642 | loss: 0.0311583 | val_loss: 0.0311767 | Time: 1539.16 ms [2022-04-10 18:20:41 main:574] : INFO : Epoch 1643 | loss: 0.0311611 | val_loss: 0.0311681 | Time: 1543.91 ms [2022-04-10 18:20:43 main:574] : INFO : Epoch 1644 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 1520.2 ms [2022-04-10 18:20:45 main:574] : INFO : Epoch 1645 | loss: 0.0311579 | val_loss: 0.0311691 | Time: 1533.18 ms [2022-04-10 18:20:46 main:574] : INFO : Epoch 1646 | loss: 0.031158 | val_loss: 0.0311707 | Time: 1547.24 ms [2022-04-10 18:20:48 main:574] : INFO : Epoch 1647 | loss: 0.0311564 | val_loss: 0.031174 | Time: 1531.54 ms [2022-04-10 18:20:49 main:574] : INFO : Epoch 1648 | loss: 0.0311596 | val_loss: 0.0311681 | Time: 1533.36 ms [2022-04-10 18:20:51 main:574] : INFO : Epoch 1649 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 1542.31 ms [2022-04-10 18:20:52 main:574] : INFO : Epoch 1650 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 1533.5 ms [2022-04-10 18:20:54 main:574] : INFO : Epoch 1651 | loss: 0.031159 | val_loss: 0.0311702 | Time: 1540.35 ms [2022-04-10 18:20:55 main:574] : INFO : Epoch 1652 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 1541.66 ms [2022-04-10 18:20:57 main:574] : INFO : Epoch 1653 | loss: 0.0311652 | val_loss: 0.0311722 | Time: 1536.06 ms [2022-04-10 18:20:58 main:574] : INFO : Epoch 1654 | loss: 0.0311651 | val_loss: 0.0311777 | Time: 1545.3 ms [2022-04-10 18:21:00 main:574] : INFO : Epoch 1655 | loss: 0.0311684 | val_loss: 0.0311718 | Time: 1542.08 ms [2022-04-10 18:21:02 main:574] : INFO : Epoch 1656 | loss: 0.0311628 | val_loss: 0.0311779 | Time: 1541.09 ms [2022-04-10 18:21:03 main:574] : INFO : Epoch 1657 | loss: 0.0311696 | val_loss: 0.0311709 | Time: 1540.95 ms [2022-04-10 18:21:05 main:574] : INFO : Epoch 1658 | loss: 0.03117 | val_loss: 0.0311711 | Time: 1529.47 ms [2022-04-10 18:21:06 main:574] : INFO : Epoch 1659 | loss: 0.0311674 | val_loss: 0.0311712 | Time: 1534.92 ms [2022-04-10 18:21:08 main:574] : INFO : Epoch 1660 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 1538.85 ms [2022-04-10 18:21:09 main:574] : INFO : Epoch 1661 | loss: 0.0311724 | val_loss: 0.0311718 | Time: 1546.89 ms [2022-04-10 18:21:11 main:574] : INFO : Epoch 1662 | loss: 0.0311665 | val_loss: 0.0311729 | Time: 1544.72 ms [2022-04-10 18:21:12 main:574] : INFO : Epoch 1663 | loss: 0.0311659 | val_loss: 0.0311725 | Time: 1534.58 ms [2022-04-10 18:21:14 main:574] : INFO : Epoch 1664 | loss: 0.0311647 | val_loss: 0.0311713 | Time: 1532.01 ms [2022-04-10 18:21:15 main:574] : INFO : Epoch 1665 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 1536.02 ms [2022-04-10 18:21:17 main:574] : INFO : Epoch 1666 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 1525.52 ms [2022-04-10 18:21:18 main:574] : INFO : Epoch 1667 | loss: 0.0311688 | val_loss: 0.031178 | Time: 1527.13 ms [2022-04-10 18:21:20 main:574] : INFO : Epoch 1668 | loss: 0.0311724 | val_loss: 0.0311725 | Time: 1542.43 ms [2022-04-10 18:21:22 main:574] : INFO : Epoch 1669 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 1540.21 ms [2022-04-10 18:21:23 main:574] : INFO : Epoch 1670 | loss: 0.0311668 | val_loss: 0.031176 | Time: 1530.82 ms [2022-04-10 18:21:25 main:574] : INFO : Epoch 1671 | loss: 0.0311653 | val_loss: 0.0311749 | Time: 1543.81 ms [2022-04-10 18:21:26 main:574] : INFO : Epoch 1672 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 1534.9 ms [2022-04-10 18:21:28 main:574] : INFO : Epoch 1673 | loss: 0.0311659 | val_loss: 0.0311703 | Time: 1546.65 ms [2022-04-10 18:21:29 main:574] : INFO : Epoch 1674 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 1534.83 ms [2022-04-10 18:21:31 main:574] : INFO : Epoch 1675 | loss: 0.0311657 | val_loss: 0.031174 | Time: 1536.64 ms [2022-04-10 18:21:32 main:574] : INFO : Epoch 1676 | loss: 0.031165 | val_loss: 0.0311688 | Time: 1540.07 ms [2022-04-10 18:21:34 main:574] : INFO : Epoch 1677 | loss: 0.0311671 | val_loss: 0.0311764 | Time: 1540.26 ms [2022-04-10 18:21:35 main:574] : INFO : Epoch 1678 | loss: 0.031164 | val_loss: 0.0311701 | Time: 1543.56 ms [2022-04-10 18:21:37 main:574] : INFO : Epoch 1679 | loss: 0.0311617 | val_loss: 0.031171 | Time: 1536.39 ms [2022-04-10 18:21:39 main:574] : INFO : Epoch 1680 | loss: 0.0311627 | val_loss: 0.0311709 | Time: 1544.3 ms [2022-04-10 18:21:40 main:574] : INFO : Epoch 1681 | loss: 0.031168 | val_loss: 0.0311767 | Time: 1532.23 ms [2022-04-10 18:21:42 main:574] : INFO : Epoch 1682 | loss: 0.0311695 | val_loss: 0.0311777 | Time: 1538.6 ms [2022-04-10 18:21:43 main:574] : INFO : Epoch 1683 | loss: 0.0311623 | val_loss: 0.0311701 | Time: 1544.36 ms [2022-04-10 18:21:45 main:574] : INFO : Epoch 1684 | loss: 0.031161 | val_loss: 0.0311758 | Time: 1548.52 ms [2022-04-10 18:21:46 main:574] : INFO : Epoch 1685 | loss: 0.0311599 | val_loss: 0.0311701 | Time: 1543.9 ms [2022-04-10 18:21:48 main:574] : INFO : Epoch 1686 | loss: 0.031159 | val_loss: 0.0311717 | Time: 1542.88 ms [2022-04-10 18:21:49 main:574] : INFO : Epoch 1687 | loss: 0.0311618 | val_loss: 0.0311729 | Time: 1529.13 ms [2022-04-10 18:21:51 main:574] : INFO : Epoch 1688 | loss: 0.0311661 | val_loss: 0.0311723 | Time: 1536.68 ms [2022-04-10 18:21:52 main:574] : INFO : Epoch 1689 | loss: 0.0311648 | val_loss: 0.0311743 | Time: 1537.66 ms [2022-04-10 18:21:54 main:574] : INFO : Epoch 1690 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 1531.8 ms [2022-04-10 18:21:55 main:574] : INFO : Epoch 1691 | loss: 0.0311658 | val_loss: 0.0311689 | Time: 1527.69 ms [2022-04-10 18:21:57 main:574] : INFO : Epoch 1692 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 1532.22 ms [2022-04-10 18:21:59 main:574] : INFO : Epoch 1693 | loss: 0.03116 | val_loss: 0.0311681 | Time: 1538.43 ms [2022-04-10 18:22:00 main:574] : INFO : Epoch 1694 | loss: 0.0311604 | val_loss: 0.031169 | Time: 1532.51 ms [2022-04-10 18:22:02 main:574] : INFO : Epoch 1695 | loss: 0.0311611 | val_loss: 0.0311712 | Time: 1543.94 ms [2022-04-10 18:22:03 main:574] : INFO : Epoch 1696 | loss: 0.0311618 | val_loss: 0.0311706 | Time: 1539.67 ms [2022-04-10 18:22:05 main:574] : INFO : Epoch 1697 | loss: 0.0311626 | val_loss: 0.0311727 | Time: 1536.32 ms [2022-04-10 18:22:06 main:574] : INFO : Epoch 1698 | loss: 0.0311609 | val_loss: 0.0311685 | Time: 1542.55 ms [2022-04-10 18:22:08 main:574] : INFO : Epoch 1699 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 1535.2 ms [2022-04-10 18:22:09 main:574] : INFO : Epoch 1700 | loss: 0.031164 | val_loss: 0.0311727 | Time: 1535.15 ms [2022-04-10 18:22:11 main:574] : INFO : Epoch 1701 | loss: 0.0311632 | val_loss: 0.0311734 | Time: 1538.52 ms [2022-04-10 18:22:12 main:574] : INFO : Epoch 1702 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 1542.35 ms [2022-04-10 18:22:14 main:574] : INFO : Epoch 1703 | loss: 0.0311614 | val_loss: 0.0311693 | Time: 1544.72 ms [2022-04-10 18:22:16 main:574] : INFO : Epoch 1704 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 1565.68 ms [2022-04-10 18:22:17 main:574] : INFO : Epoch 1705 | loss: 0.0311585 | val_loss: 0.031173 | Time: 1559.56 ms [2022-04-10 18:22:19 main:574] : INFO : Epoch 1706 | loss: 0.0311612 | val_loss: 0.031176 | Time: 1539.69 ms [2022-04-10 18:22:20 main:574] : INFO : Epoch 1707 | loss: 0.0311631 | val_loss: 0.0311717 | Time: 1623.69 ms [2022-04-10 18:22:22 main:574] : INFO : Epoch 1708 | loss: 0.0311601 | val_loss: 0.0311727 | Time: 1536.78 ms [2022-04-10 18:22:23 main:574] : INFO : Epoch 1709 | loss: 0.0311602 | val_loss: 0.0311717 | Time: 1541.35 ms [2022-04-10 18:22:25 main:574] : INFO : Epoch 1710 | loss: 0.0311601 | val_loss: 0.0311707 | Time: 1539.7 ms [2022-04-10 18:22:26 main:574] : INFO : Epoch 1711 | loss: 0.0311612 | val_loss: 0.0311735 | Time: 1534.3 ms [2022-04-10 18:22:28 main:574] : INFO : Epoch 1712 | loss: 0.0311618 | val_loss: 0.0311802 | Time: 1536.63 ms [2022-04-10 18:22:30 main:574] : INFO : Epoch 1713 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 1533.48 ms [2022-04-10 18:22:31 main:574] : INFO : Epoch 1714 | loss: 0.0311689 | val_loss: 0.0311751 | Time: 1539.87 ms [2022-04-10 18:22:33 main:574] : INFO : Epoch 1715 | loss: 0.0311642 | val_loss: 0.0311732 | Time: 1533.17 ms [2022-04-10 18:22:34 main:574] : INFO : Epoch 1716 | loss: 0.0311628 | val_loss: 0.0311696 | Time: 1536.03 ms [2022-04-10 18:22:36 main:574] : INFO : Epoch 1717 | loss: 0.0311645 | val_loss: 0.0311721 | Time: 1537.56 ms [2022-04-10 18:22:37 main:574] : INFO : Epoch 1718 | loss: 0.0311626 | val_loss: 0.0311739 | Time: 1532.1 ms [2022-04-10 18:22:39 main:574] : INFO : Epoch 1719 | loss: 0.0311693 | val_loss: 0.0311719 | Time: 1546.61 ms [2022-04-10 18:22:40 main:574] : INFO : Epoch 1720 | loss: 0.0311703 | val_loss: 0.0311695 | Time: 1538.76 ms [2022-04-10 18:22:42 main:574] : INFO : Epoch 1721 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 1545.68 ms [2022-04-10 18:22:43 main:574] : INFO : Epoch 1722 | loss: 0.0311674 | val_loss: 0.0311701 | Time: 1523.27 ms [2022-04-10 18:22:45 main:574] : INFO : Epoch 1723 | loss: 0.0311661 | val_loss: 0.0311748 | Time: 1543.89 ms [2022-04-10 18:22:47 main:574] : INFO : Epoch 1724 | loss: 0.0311664 | val_loss: 0.0311743 | Time: 1545.59 ms [2022-04-10 18:22:48 main:574] : INFO : Epoch 1725 | loss: 0.0311673 | val_loss: 0.0311854 | Time: 1528.98 ms [2022-04-10 18:22:50 main:574] : INFO : Epoch 1726 | loss: 0.0311698 | val_loss: 0.031175 | Time: 1525.82 ms [2022-04-10 18:22:51 main:574] : INFO : Epoch 1727 | loss: 0.0311686 | val_loss: 0.0311765 | Time: 1533.98 ms [2022-04-10 18:22:53 main:574] : INFO : Epoch 1728 | loss: 0.0311697 | val_loss: 0.0311763 | Time: 1540.76 ms [2022-04-10 18:22:54 main:574] : INFO : Epoch 1729 | loss: 0.0311722 | val_loss: 0.0311744 | Time: 1540.31 ms [2022-04-10 18:22:56 main:574] : INFO : Epoch 1730 | loss: 0.0311657 | val_loss: 0.0311762 | Time: 1536.88 ms [2022-04-10 18:22:57 main:574] : INFO : Epoch 1731 | loss: 0.0311688 | val_loss: 0.0311774 | Time: 1532.95 ms [2022-04-10 18:22:59 main:574] : INFO : Epoch 1732 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 1545.76 ms [2022-04-10 18:23:00 main:574] : INFO : Epoch 1733 | loss: 0.0311653 | val_loss: 0.0311735 | Time: 1541.63 ms [2022-04-10 18:23:02 main:574] : INFO : Epoch 1734 | loss: 0.0311663 | val_loss: 0.0311747 | Time: 1535.7 ms [2022-04-10 18:23:03 main:574] : INFO : Epoch 1735 | loss: 0.0311671 | val_loss: 0.0311749 | Time: 1535.44 ms [2022-04-10 18:23:05 main:574] : INFO : Epoch 1736 | loss: 0.0311653 | val_loss: 0.0311738 | Time: 1541.96 ms [2022-04-10 18:23:07 main:574] : INFO : Epoch 1737 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 1537.63 ms [2022-04-10 18:23:08 main:574] : INFO : Epoch 1738 | loss: 0.0311615 | val_loss: 0.0311731 | Time: 1538.94 ms [2022-04-10 18:23:10 main:574] : INFO : Epoch 1739 | loss: 0.0311653 | val_loss: 0.0311764 | Time: 1540.11 ms [2022-04-10 18:23:11 main:574] : INFO : Epoch 1740 | loss: 0.0311732 | val_loss: 0.0311863 | Time: 1532.64 ms [2022-04-10 18:23:13 main:574] : INFO : Epoch 1741 | loss: 0.0311832 | val_loss: 0.0311872 | Time: 1529.92 ms [2022-04-10 18:23:14 main:574] : INFO : Epoch 1742 | loss: 0.0311781 | val_loss: 0.0311821 | Time: 1540.97 ms [2022-04-10 18:23:16 main:574] : INFO : Epoch 1743 | loss: 0.0311752 | val_loss: 0.0311813 | Time: 1536.83 ms [2022-04-10 18:23:17 main:574] : INFO : Epoch 1744 | loss: 0.0311747 | val_loss: 0.0311767 | Time: 1537.25 ms [2022-04-10 18:23:19 main:574] : INFO : Epoch 1745 | loss: 0.03117 | val_loss: 0.0311754 | Time: 1542.18 ms [2022-04-10 18:23:20 main:574] : INFO : Epoch 1746 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 1532.63 ms [2022-04-10 18:23:22 main:574] : INFO : Epoch 1747 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 1534.51 ms [2022-04-10 18:23:23 main:574] : INFO : Epoch 1748 | loss: 0.0311688 | val_loss: 0.0311731 | Time: 1537.22 ms [2022-04-10 18:23:25 main:574] : INFO : Epoch 1749 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 1532.36 ms [2022-04-10 18:23:27 main:574] : INFO : Epoch 1750 | loss: 0.0311684 | val_loss: 0.0311778 | Time: 1541.08 ms [2022-04-10 18:23:28 main:574] : INFO : Epoch 1751 | loss: 0.031172 | val_loss: 0.0311786 | Time: 1547.58 ms [2022-04-10 18:23:30 main:574] : INFO : Epoch 1752 | loss: 0.0311687 | val_loss: 0.031175 | Time: 1538.19 ms [2022-04-10 18:23:31 main:574] : INFO : Epoch 1753 | loss: 0.0311675 | val_loss: 0.031176 | Time: 1538 ms [2022-04-10 18:23:33 main:574] : INFO : Epoch 1754 | loss: 0.0311661 | val_loss: 0.0311722 | Time: 1543.91 ms [2022-04-10 18:23:34 main:574] : INFO : Epoch 1755 | loss: 0.0311657 | val_loss: 0.031175 | Time: 1547.97 ms [2022-04-10 18:23:36 main:574] : INFO : Epoch 1756 | loss: 0.0311659 | val_loss: 0.0311896 | Time: 1543.95 ms [2022-04-10 18:23:37 main:574] : INFO : Epoch 1757 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 1542.82 ms [2022-04-10 18:23:39 main:574] : INFO : Epoch 1758 | loss: 0.0311642 | val_loss: 0.0311739 | Time: 1543.26 ms [2022-04-10 18:23:40 main:574] : INFO : Epoch 1759 | loss: 0.0311631 | val_loss: 0.0311751 | Time: 1538.13 ms [2022-04-10 18:23:42 main:574] : INFO : Epoch 1760 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 1537.04 ms [2022-04-10 18:23:44 main:574] : INFO : Epoch 1761 | loss: 0.0311632 | val_loss: 0.031175 | Time: 1536.62 ms [2022-04-10 18:23:45 main:574] : INFO : Epoch 1762 | loss: 0.0311651 | val_loss: 0.031176 | Time: 1540.89 ms [2022-04-10 18:23:47 main:574] : INFO : Epoch 1763 | loss: 0.0311605 | val_loss: 0.0311734 | Time: 1539.96 ms [2022-04-10 18:23:48 main:574] : INFO : Epoch 1764 | loss: 0.031161 | val_loss: 0.0311738 | Time: 1538.36 ms [2022-04-10 18:23:50 main:574] : INFO : Epoch 1765 | loss: 0.0311643 | val_loss: 0.0311752 | Time: 1531.27 ms [2022-04-10 18:23:51 main:574] : INFO : Epoch 1766 | loss: 0.0311613 | val_loss: 0.0311748 | Time: 1534.1 ms [2022-04-10 18:23:53 main:574] : INFO : Epoch 1767 | loss: 0.0311596 | val_loss: 0.0311767 | Time: 1493.59 ms [2022-04-10 18:23:54 main:574] : INFO : Epoch 1768 | loss: 0.0311583 | val_loss: 0.031173 | Time: 1486.52 ms [2022-04-10 18:23:56 main:574] : INFO : Epoch 1769 | loss: 0.03116 | val_loss: 0.0311825 | Time: 1509.18 ms [2022-04-10 18:23:57 main:574] : INFO : Epoch 1770 | loss: 0.0311624 | val_loss: 0.0311835 | Time: 1538.14 ms [2022-04-10 18:23:59 main:574] : INFO : Epoch 1771 | loss: 0.0311658 | val_loss: 0.0311775 | Time: 1528.35 ms [2022-04-10 18:24:00 main:574] : INFO : Epoch 1772 | loss: 0.0311677 | val_loss: 0.031174 | Time: 1548.15 ms [2022-04-10 18:24:02 main:574] : INFO : Epoch 1773 | loss: 0.031164 | val_loss: 0.0311742 | Time: 1542.93 ms [2022-04-10 18:24:03 main:574] : INFO : Epoch 1774 | loss: 0.031163 | val_loss: 0.031172 | Time: 1536.23 ms [2022-04-10 18:24:05 main:574] : INFO : Epoch 1775 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 1543.22 ms [2022-04-10 18:24:07 main:574] : INFO : Epoch 1776 | loss: 0.03116 | val_loss: 0.031172 | Time: 1533.86 ms [2022-04-10 18:24:08 main:574] : INFO : Epoch 1777 | loss: 0.0311592 | val_loss: 0.031174 | Time: 1537 ms [2022-04-10 18:24:10 main:574] : INFO : Epoch 1778 | loss: 0.0311601 | val_loss: 0.0311765 | Time: 1533.48 ms [2022-04-10 18:24:11 main:574] : INFO : Epoch 1779 | loss: 0.0311619 | val_loss: 0.0311767 | Time: 1517.56 ms [2022-04-10 18:24:13 main:574] : INFO : Epoch 1780 | loss: 0.0311609 | val_loss: 0.0311792 | Time: 1533.17 ms [2022-04-10 18:24:14 main:574] : INFO : Epoch 1781 | loss: 0.0311582 | val_loss: 0.0311754 | Time: 1541 ms [2022-04-10 18:24:16 main:574] : INFO : Epoch 1782 | loss: 0.031157 | val_loss: 0.0311774 | Time: 1534.31 ms [2022-04-10 18:24:17 main:574] : INFO : Epoch 1783 | loss: 0.0311571 | val_loss: 0.0311749 | Time: 1537.19 ms [2022-04-10 18:24:19 main:574] : INFO : Epoch 1784 | loss: 0.0311576 | val_loss: 0.0311761 | Time: 1530.76 ms [2022-04-10 18:24:20 main:574] : INFO : Epoch 1785 | loss: 0.0311568 | val_loss: 0.0311749 | Time: 1531.86 ms [2022-04-10 18:24:22 main:574] : INFO : Epoch 1786 | loss: 0.0311553 | val_loss: 0.0311791 | Time: 1539.3 ms [2022-04-10 18:24:23 main:574] : INFO : Epoch 1787 | loss: 0.031156 | val_loss: 0.0311718 | Time: 1542.13 ms [2022-04-10 18:24:25 main:574] : INFO : Epoch 1788 | loss: 0.0311559 | val_loss: 0.0311741 | Time: 1542.4 ms [2022-04-10 18:24:27 main:574] : INFO : Epoch 1789 | loss: 0.0311564 | val_loss: 0.031179 | Time: 1529.99 ms [2022-04-10 18:24:28 main:574] : INFO : Epoch 1790 | loss: 0.0311577 | val_loss: 0.0311754 | Time: 1539.95 ms [2022-04-10 18:24:30 main:574] : INFO : Epoch 1791 | loss: 0.0311563 | val_loss: 0.0311753 | Time: 1528.28 ms [2022-04-10 18:24:31 main:574] : INFO : Epoch 1792 | loss: 0.0311556 | val_loss: 0.0311745 | Time: 1528.71 ms [2022-04-10 18:24:33 main:574] : INFO : Epoch 1793 | loss: 0.0311559 | val_loss: 0.0311801 | Time: 1529.36 ms [2022-04-10 18:24:34 main:574] : INFO : Epoch 1794 | loss: 0.0311576 | val_loss: 0.0311727 | Time: 1533.61 ms [2022-04-10 18:24:36 main:574] : INFO : Epoch 1795 | loss: 0.0311578 | val_loss: 0.0311727 | Time: 1539.08 ms [2022-04-10 18:24:37 main:574] : INFO : Epoch 1796 | loss: 0.03116 | val_loss: 0.03117 | Time: 1539.79 ms [2022-04-10 18:24:39 main:574] : INFO : Epoch 1797 | loss: 0.031157 | val_loss: 0.0311726 | Time: 1533.97 ms [2022-04-10 18:24:40 main:574] : INFO : Epoch 1798 | loss: 0.0311578 | val_loss: 0.0311801 | Time: 1544.46 ms [2022-04-10 18:24:42 main:574] : INFO : Epoch 1799 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 1533.6 ms [2022-04-10 18:24:44 main:574] : INFO : Epoch 1800 | loss: 0.0311588 | val_loss: 0.031179 | Time: 1540.82 ms [2022-04-10 18:24:45 main:574] : INFO : Epoch 1801 | loss: 0.0311575 | val_loss: 0.0311745 | Time: 1537.11 ms [2022-04-10 18:24:47 main:574] : INFO : Epoch 1802 | loss: 0.0311583 | val_loss: 0.0311723 | Time: 1536.17 ms [2022-04-10 18:24:48 main:574] : INFO : Epoch 1803 | loss: 0.0311554 | val_loss: 0.0311773 | Time: 1554.38 ms [2022-04-10 18:24:50 main:574] : INFO : Epoch 1804 | loss: 0.0311596 | val_loss: 0.0311754 | Time: 1537.72 ms [2022-04-10 18:24:51 main:574] : INFO : Epoch 1805 | loss: 0.0311599 | val_loss: 0.0311788 | Time: 1534.17 ms [2022-04-10 18:24:53 main:574] : INFO : Epoch 1806 | loss: 0.0311643 | val_loss: 0.0311769 | Time: 1530.16 ms [2022-04-10 18:24:54 main:574] : INFO : Epoch 1807 | loss: 0.0311569 | val_loss: 0.0311718 | Time: 1540.23 ms [2022-04-10 18:24:56 main:574] : INFO : Epoch 1808 | loss: 0.0311554 | val_loss: 0.0311699 | Time: 1533.5 ms [2022-04-10 18:24:57 main:574] : INFO : Epoch 1809 | loss: 0.0311537 | val_loss: 0.0311739 | Time: 1540.01 ms [2022-04-10 18:24:59 main:574] : INFO : Epoch 1810 | loss: 0.0311561 | val_loss: 0.0311705 | Time: 1542.98 ms [2022-04-10 18:25:00 main:574] : INFO : Epoch 1811 | loss: 0.0311533 | val_loss: 0.0311698 | Time: 1540.15 ms [2022-04-10 18:25:02 main:574] : INFO : Epoch 1812 | loss: 0.0311533 | val_loss: 0.0311733 | Time: 1544.15 ms [2022-04-10 18:25:04 main:574] : INFO : Epoch 1813 | loss: 0.031156 | val_loss: 0.0311766 | Time: 1536.92 ms [2022-04-10 18:25:05 main:574] : INFO : Epoch 1814 | loss: 0.0311588 | val_loss: 0.0311725 | Time: 1533.87 ms [2022-04-10 18:25:07 main:574] : INFO : Epoch 1815 | loss: 0.0311563 | val_loss: 0.0311754 | Time: 1541.43 ms [2022-04-10 18:25:08 main:574] : INFO : Epoch 1816 | loss: 0.0311577 | val_loss: 0.0311718 | Time: 1534.56 ms [2022-04-10 18:25:10 main:574] : INFO : Epoch 1817 | loss: 0.0311583 | val_loss: 0.0311721 | Time: 1535.14 ms [2022-04-10 18:25:11 main:574] : INFO : Epoch 1818 | loss: 0.0311564 | val_loss: 0.0311742 | Time: 1546.58 ms [2022-04-10 18:25:13 main:574] : INFO : Epoch 1819 | loss: 0.0311576 | val_loss: 0.0311712 | Time: 1540.92 ms [2022-04-10 18:25:14 main:574] : INFO : Epoch 1820 | loss: 0.0311568 | val_loss: 0.0311699 | Time: 1542.3 ms [2022-04-10 18:25:16 main:574] : INFO : Epoch 1821 | loss: 0.0311578 | val_loss: 0.0311689 | Time: 1547.1 ms [2022-04-10 18:25:17 main:574] : INFO : Epoch 1822 | loss: 0.0311549 | val_loss: 0.0311714 | Time: 1531.58 ms [2022-04-10 18:25:19 main:574] : INFO : Epoch 1823 | loss: 0.031154 | val_loss: 0.0311691 | Time: 1542.98 ms [2022-04-10 18:25:21 main:574] : INFO : Epoch 1824 | loss: 0.0311544 | val_loss: 0.031168 | Time: 1537.03 ms [2022-04-10 18:25:22 main:574] : INFO : Epoch 1825 | loss: 0.0311556 | val_loss: 0.0311694 | Time: 1546.49 ms [2022-04-10 18:25:24 main:574] : INFO : Epoch 1826 | loss: 0.0311548 | val_loss: 0.031176 | Time: 1540.7 ms [2022-04-10 18:25:25 main:574] : INFO : Epoch 1827 | loss: 0.0311579 | val_loss: 0.0311694 | Time: 1546.57 ms [2022-04-10 18:25:27 main:574] : INFO : Epoch 1828 | loss: 0.0311614 | val_loss: 0.0311694 | Time: 1544.96 ms [2022-04-10 18:25:28 main:574] : INFO : Epoch 1829 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 1533.47 ms [2022-04-10 18:25:30 main:574] : INFO : Epoch 1830 | loss: 0.0311602 | val_loss: 0.0311694 | Time: 1526.43 ms [2022-04-10 18:25:31 main:574] : INFO : Epoch 1831 | loss: 0.031157 | val_loss: 0.0311688 | Time: 1539.04 ms [2022-04-10 18:25:33 main:574] : INFO : Epoch 1832 | loss: 0.0311581 | val_loss: 0.0311686 | Time: 1539.12 ms [2022-04-10 18:25:34 main:574] : INFO : Epoch 1833 | loss: 0.0311581 | val_loss: 0.0311791 | Time: 1481.31 ms [2022-04-10 18:25:36 main:574] : INFO : Epoch 1834 | loss: 0.0311602 | val_loss: 0.0311706 | Time: 1483.46 ms [2022-04-10 18:25:37 main:574] : INFO : Epoch 1835 | loss: 0.0311576 | val_loss: 0.0311701 | Time: 1484.05 ms [2022-04-10 18:25:39 main:574] : INFO : Epoch 1836 | loss: 0.0311622 | val_loss: 0.0311705 | Time: 1492.96 ms [2022-04-10 18:25:40 main:574] : INFO : Epoch 1837 | loss: 0.0311622 | val_loss: 0.03117 | Time: 1491.07 ms [2022-04-10 18:25:42 main:574] : INFO : Epoch 1838 | loss: 0.031164 | val_loss: 0.0311708 | Time: 1488.42 ms [2022-04-10 18:25:43 main:574] : INFO : Epoch 1839 | loss: 0.0311635 | val_loss: 0.0311705 | Time: 1488.56 ms [2022-04-10 18:25:45 main:574] : INFO : Epoch 1840 | loss: 0.0311606 | val_loss: 0.031168 | Time: 1475.9 ms [2022-04-10 18:25:46 main:574] : INFO : Epoch 1841 | loss: 0.0311626 | val_loss: 0.0311698 | Time: 1570.98 ms [2022-04-10 18:25:48 main:574] : INFO : Epoch 1842 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 1581 ms [2022-04-10 18:25:50 main:574] : INFO : Epoch 1843 | loss: 0.0311626 | val_loss: 0.0311826 | Time: 1562.88 ms [2022-04-10 18:25:51 main:574] : INFO : Epoch 1844 | loss: 0.0311654 | val_loss: 0.0311771 | Time: 1544.19 ms [2022-04-10 18:25:53 main:574] : INFO : Epoch 1845 | loss: 0.0311615 | val_loss: 0.0311702 | Time: 1543.24 ms [2022-04-10 18:25:54 main:574] : INFO : Epoch 1846 | loss: 0.0311581 | val_loss: 0.03117 | Time: 1540.98 ms [2022-04-10 18:25:56 main:574] : INFO : Epoch 1847 | loss: 0.0311562 | val_loss: 0.0311706 | Time: 1538.28 ms [2022-04-10 18:25:57 main:574] : INFO : Epoch 1848 | loss: 0.0311567 | val_loss: 0.0311765 | Time: 1535.19 ms [2022-04-10 18:25:59 main:574] : INFO : Epoch 1849 | loss: 0.0311582 | val_loss: 0.0311717 | Time: 1536.27 ms [2022-04-10 18:26:00 main:574] : INFO : Epoch 1850 | loss: 0.0311557 | val_loss: 0.0311704 | Time: 1538.57 ms [2022-04-10 18:26:02 main:574] : INFO : Epoch 1851 | loss: 0.031163 | val_loss: 0.0311716 | Time: 1540.83 ms [2022-04-10 18:26:03 main:574] : INFO : Epoch 1852 | loss: 0.0311686 | val_loss: 0.0311888 | Time: 1529.81 ms [2022-04-10 18:26:05 main:574] : INFO : Epoch 1853 | loss: 0.0311673 | val_loss: 0.031176 | Time: 1540.44 ms [2022-04-10 18:26:06 main:574] : INFO : Epoch 1854 | loss: 0.0311577 | val_loss: 0.0311722 | Time: 1524.41 ms [2022-04-10 18:26:08 main:574] : INFO : Epoch 1855 | loss: 0.0311571 | val_loss: 0.0311708 | Time: 1537.89 ms [2022-04-10 18:26:10 main:574] : INFO : Epoch 1856 | loss: 0.0311597 | val_loss: 0.0311719 | Time: 1536.64 ms [2022-04-10 18:26:11 main:574] : INFO : Epoch 1857 | loss: 0.0311573 | val_loss: 0.031172 | Time: 1549.83 ms [2022-04-10 18:26:13 main:574] : INFO : Epoch 1858 | loss: 0.0311563 | val_loss: 0.0311758 | Time: 1540.26 ms [2022-04-10 18:26:14 main:574] : INFO : Epoch 1859 | loss: 0.0311554 | val_loss: 0.0311804 | Time: 1537.94 ms [2022-04-10 18:26:16 main:574] : INFO : Epoch 1860 | loss: 0.0311584 | val_loss: 0.0311745 | Time: 1535.78 ms [2022-04-10 18:26:17 main:574] : INFO : Epoch 1861 | loss: 0.0311559 | val_loss: 0.0311745 | Time: 1534.45 ms [2022-04-10 18:26:19 main:574] : INFO : Epoch 1862 | loss: 0.0311549 | val_loss: 0.0311697 | Time: 1536.57 ms [2022-04-10 18:26:20 main:574] : INFO : Epoch 1863 | loss: 0.0311545 | val_loss: 0.0311797 | Time: 1537.52 ms [2022-04-10 18:26:22 main:574] : INFO : Epoch 1864 | loss: 0.0311553 | val_loss: 0.0311737 | Time: 1548.89 ms [2022-04-10 18:26:23 main:574] : INFO : Epoch 1865 | loss: 0.0311543 | val_loss: 0.0311735 | Time: 1547.47 ms [2022-04-10 18:26:25 main:574] : INFO : Epoch 1866 | loss: 0.0311571 | val_loss: 0.0311756 | Time: 1544.49 ms [2022-04-10 18:26:27 main:574] : INFO : Epoch 1867 | loss: 0.0311559 | val_loss: 0.0311718 | Time: 1541.57 ms [2022-04-10 18:26:28 main:574] : INFO : Epoch 1868 | loss: 0.031158 | val_loss: 0.0311834 | Time: 1539.09 ms [2022-04-10 18:26:30 main:574] : INFO : Epoch 1869 | loss: 0.0311637 | val_loss: 0.0311785 | Time: 1543.49 ms [2022-04-10 18:26:31 main:574] : INFO : Epoch 1870 | loss: 0.0311569 | val_loss: 0.0311717 | Time: 1532.85 ms [2022-04-10 18:26:33 main:574] : INFO : Epoch 1871 | loss: 0.031154 | val_loss: 0.0311806 | Time: 1538.97 ms [2022-04-10 18:26:34 main:574] : INFO : Epoch 1872 | loss: 0.0311536 | val_loss: 0.0311705 | Time: 1538.73 ms [2022-04-10 18:26:36 main:574] : INFO : Epoch 1873 | loss: 0.031151 | val_loss: 0.0311747 | Time: 1538.62 ms [2022-04-10 18:26:37 main:574] : INFO : Epoch 1874 | loss: 0.0311525 | val_loss: 0.0311721 | Time: 1539.33 ms [2022-04-10 18:26:39 main:574] : INFO : Epoch 1875 | loss: 0.0311506 | val_loss: 0.0311739 | Time: 1538.31 ms [2022-04-10 18:26:40 main:574] : INFO : Epoch 1876 | loss: 0.0311545 | val_loss: 0.0311731 | Time: 1546.95 ms [2022-04-10 18:26:42 main:574] : INFO : Epoch 1877 | loss: 0.0311589 | val_loss: 0.031171 | Time: 1538.7 ms [2022-04-10 18:26:44 main:574] : INFO : Epoch 1878 | loss: 0.0311591 | val_loss: 0.03117 | Time: 1535.07 ms [2022-04-10 18:26:45 main:574] : INFO : Epoch 1879 | loss: 0.0311588 | val_loss: 0.0311751 | Time: 1533.55 ms [2022-04-10 18:26:47 main:574] : INFO : Epoch 1880 | loss: 0.0311583 | val_loss: 0.0311721 | Time: 1542.04 ms [2022-04-10 18:26:48 main:574] : INFO : Epoch 1881 | loss: 0.0311564 | val_loss: 0.0311717 | Time: 1536.39 ms [2022-04-10 18:26:50 main:574] : INFO : Epoch 1882 | loss: 0.0311565 | val_loss: 0.0311752 | Time: 1533.15 ms [2022-04-10 18:26:51 main:574] : INFO : Epoch 1883 | loss: 0.0311643 | val_loss: 0.031185 | Time: 1546.51 ms [2022-04-10 18:26:53 main:574] : INFO : Epoch 1884 | loss: 0.0311637 | val_loss: 0.0311708 | Time: 1533.53 ms [2022-04-10 18:26:54 main:574] : INFO : Epoch 1885 | loss: 0.0311604 | val_loss: 0.0311695 | Time: 1547.97 ms [2022-04-10 18:26:56 main:574] : INFO : Epoch 1886 | loss: 0.0311591 | val_loss: 0.031169 | Time: 1535.36 ms [2022-04-10 18:26:58 main:574] : INFO : Epoch 1887 | loss: 0.0311589 | val_loss: 0.0311684 | Time: 1835.53 ms [2022-04-10 18:26:59 main:574] : INFO : Epoch 1888 | loss: 0.0311587 | val_loss: 0.0311681 | Time: 1541.88 ms [2022-04-10 18:27:01 main:574] : INFO : Epoch 1889 | loss: 0.031159 | val_loss: 0.0311694 | Time: 1535.29 ms [2022-04-10 18:27:02 main:574] : INFO : Epoch 1890 | loss: 0.031158 | val_loss: 0.0311699 | Time: 1532.41 ms [2022-04-10 18:27:04 main:574] : INFO : Epoch 1891 | loss: 0.031158 | val_loss: 0.0311703 | Time: 1540.43 ms [2022-04-10 18:27:05 main:574] : INFO : Epoch 1892 | loss: 0.031158 | val_loss: 0.031173 | Time: 1540.27 ms [2022-04-10 18:27:07 main:574] : INFO : Epoch 1893 | loss: 0.031154 | val_loss: 0.031172 | Time: 1541.33 ms [2022-04-10 18:27:09 main:574] : INFO : Epoch 1894 | loss: 0.0311541 | val_loss: 0.0311712 | Time: 1542.06 ms [2022-04-10 18:27:10 main:574] : INFO : Epoch 1895 | loss: 0.0311558 | val_loss: 0.0311759 | Time: 1532.82 ms [2022-04-10 18:27:12 main:574] : INFO : Epoch 1896 | loss: 0.031161 | val_loss: 0.031176 | Time: 1548.14 ms [2022-04-10 18:27:13 main:574] : INFO : Epoch 1897 | loss: 0.0311573 | val_loss: 0.0311795 | Time: 1542.72 ms [2022-04-10 18:27:15 main:574] : INFO : Epoch 1898 | loss: 0.0311611 | val_loss: 0.0311802 | Time: 1551.84 ms [2022-04-10 18:27:16 main:574] : INFO : Epoch 1899 | loss: 0.0311717 | val_loss: 0.0311768 | Time: 1556.17 ms [2022-04-10 18:27:18 main:574] : INFO : Epoch 1900 | loss: 0.0311699 | val_loss: 0.0311739 | Time: 1546.13 ms [2022-04-10 18:27:19 main:574] : INFO : Epoch 1901 | loss: 0.0311659 | val_loss: 0.0311692 | Time: 1536.91 ms [2022-04-10 18:27:21 main:574] : INFO : Epoch 1902 | loss: 0.0311643 | val_loss: 0.0311689 | Time: 1530.08 ms [2022-04-10 18:27:22 main:574] : INFO : Epoch 1903 | loss: 0.0311643 | val_loss: 0.0311679 | Time: 1540.69 ms [2022-04-10 18:27:24 main:574] : INFO : Epoch 1904 | loss: 0.0311645 | val_loss: 0.0311677 | Time: 1514.62 ms [2022-04-10 18:27:25 main:574] : INFO : Epoch 1905 | loss: 0.0311632 | val_loss: 0.0311679 | Time: 1535.61 ms [2022-04-10 18:27:27 main:574] : INFO : Epoch 1906 | loss: 0.0311627 | val_loss: 0.0311693 | Time: 1542.44 ms [2022-04-10 18:27:29 main:574] : INFO : Epoch 1907 | loss: 0.0311614 | val_loss: 0.0311676 | Time: 1541.27 ms [2022-04-10 18:27:30 main:574] : INFO : Epoch 1908 | loss: 0.031163 | val_loss: 0.0311722 | Time: 1539.72 ms [2022-04-10 18:27:32 main:574] : INFO : Epoch 1909 | loss: 0.0311657 | val_loss: 0.0311754 | Time: 1537.54 ms [2022-04-10 18:27:33 main:574] : INFO : Epoch 1910 | loss: 0.0311617 | val_loss: 0.031177 | Time: 1536.9 ms [2022-04-10 18:27:35 main:574] : INFO : Epoch 1911 | loss: 0.0311619 | val_loss: 0.0311694 | Time: 1533.56 ms [2022-04-10 18:27:36 main:574] : INFO : Epoch 1912 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 1540.01 ms [2022-04-10 18:27:38 main:574] : INFO : Epoch 1913 | loss: 0.031161 | val_loss: 0.0311785 | Time: 1540.57 ms [2022-04-10 18:27:39 main:574] : INFO : Epoch 1914 | loss: 0.0311634 | val_loss: 0.0311739 | Time: 1535.34 ms [2022-04-10 18:27:41 main:574] : INFO : Epoch 1915 | loss: 0.0311618 | val_loss: 0.0311689 | Time: 1546.51 ms [2022-04-10 18:27:42 main:574] : INFO : Epoch 1916 | loss: 0.0311597 | val_loss: 0.0311691 | Time: 1536.16 ms [2022-04-10 18:27:44 main:574] : INFO : Epoch 1917 | loss: 0.0311592 | val_loss: 0.0311739 | Time: 1539.42 ms [2022-04-10 18:27:46 main:574] : INFO : Epoch 1918 | loss: 0.031159 | val_loss: 0.0311692 | Time: 1534.62 ms [2022-04-10 18:27:47 main:574] : INFO : Epoch 1919 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 1541.8 ms [2022-04-10 18:27:49 main:574] : INFO : Epoch 1920 | loss: 0.0311577 | val_loss: 0.0311751 | Time: 1535.47 ms [2022-04-10 18:27:50 main:574] : INFO : Epoch 1921 | loss: 0.0311595 | val_loss: 0.0311699 | Time: 1538.9 ms [2022-04-10 18:27:52 main:574] : INFO : Epoch 1922 | loss: 0.031158 | val_loss: 0.0311687 | Time: 1544.73 ms [2022-04-10 18:27:53 main:574] : INFO : Epoch 1923 | loss: 0.0311558 | val_loss: 0.0311695 | Time: 1528.31 ms [2022-04-10 18:27:55 main:574] : INFO : Epoch 1924 | loss: 0.0311561 | val_loss: 0.031171 | Time: 1538.86 ms [2022-04-10 18:27:56 main:574] : INFO : Epoch 1925 | loss: 0.0311567 | val_loss: 0.0311695 | Time: 1536.87 ms [2022-04-10 18:27:58 main:574] : INFO : Epoch 1926 | loss: 0.031161 | val_loss: 0.0311933 | Time: 1539.12 ms [2022-04-10 18:27:59 main:574] : INFO : Epoch 1927 | loss: 0.0311661 | val_loss: 0.0311839 | Time: 1547.85 ms [2022-04-10 18:28:01 main:574] : INFO : Epoch 1928 | loss: 0.0311615 | val_loss: 0.0311713 | Time: 1543.9 ms [2022-04-10 18:28:03 main:574] : INFO : Epoch 1929 | loss: 0.0311644 | val_loss: 0.0311739 | Time: 1540.55 ms [2022-04-10 18:28:04 main:574] : INFO : Epoch 1930 | loss: 0.0311632 | val_loss: 0.0311791 | Time: 1540.54 ms [2022-04-10 18:28:06 main:574] : INFO : Epoch 1931 | loss: 0.0311621 | val_loss: 0.0311687 | Time: 1537.14 ms [2022-04-10 18:28:07 main:574] : INFO : Epoch 1932 | loss: 0.0311632 | val_loss: 0.0311709 | Time: 1540.98 ms [2022-04-10 18:28:09 main:574] : INFO : Epoch 1933 | loss: 0.0311615 | val_loss: 0.0311693 | Time: 1538.79 ms [2022-04-10 18:28:10 main:574] : INFO : Epoch 1934 | loss: 0.0311617 | val_loss: 0.0311697 | Time: 1545.6 ms [2022-04-10 18:28:12 main:574] : INFO : Epoch 1935 | loss: 0.0311593 | val_loss: 0.0311738 | Time: 1554.67 ms [2022-04-10 18:28:13 main:574] : INFO : Epoch 1936 | loss: 0.0311595 | val_loss: 0.0311754 | Time: 1535.98 ms [2022-04-10 18:28:15 main:574] : INFO : Epoch 1937 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 1541.1 ms [2022-04-10 18:28:16 main:574] : INFO : Epoch 1938 | loss: 0.0311625 | val_loss: 0.0311737 | Time: 1539.92 ms [2022-04-10 18:28:18 main:574] : INFO : Epoch 1939 | loss: 0.0311575 | val_loss: 0.0311678 | Time: 1544.72 ms [2022-04-10 18:28:20 main:574] : INFO : Epoch 1940 | loss: 0.0311586 | val_loss: 0.0311684 | Time: 1538.18 ms [2022-04-10 18:28:21 main:574] : INFO : Epoch 1941 | loss: 0.031162 | val_loss: 0.0311677 | Time: 1541.69 ms [2022-04-10 18:28:23 main:574] : INFO : Epoch 1942 | loss: 0.0311612 | val_loss: 0.0311678 | Time: 1537.34 ms [2022-04-10 18:28:24 main:574] : INFO : Epoch 1943 | loss: 0.031159 | val_loss: 0.0311725 | Time: 1534.25 ms [2022-04-10 18:28:26 main:574] : INFO : Epoch 1944 | loss: 0.0311577 | val_loss: 0.0311694 | Time: 1531.7 ms [2022-04-10 18:28:27 main:574] : INFO : Epoch 1945 | loss: 0.0311609 | val_loss: 0.0311778 | Time: 1533.71 ms [2022-04-10 18:28:29 main:574] : INFO : Epoch 1946 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 1534.01 ms [2022-04-10 18:28:30 main:574] : INFO : Epoch 1947 | loss: 0.031163 | val_loss: 0.0311696 | Time: 1547.43 ms [2022-04-10 18:28:32 main:574] : INFO : Epoch 1948 | loss: 0.0311658 | val_loss: 0.0311687 | Time: 1532.28 ms [2022-04-10 18:28:33 main:574] : INFO : Epoch 1949 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 1534.73 ms [2022-04-10 18:28:35 main:574] : INFO : Epoch 1950 | loss: 0.0311624 | val_loss: 0.0311742 | Time: 1533.43 ms [2022-04-10 18:28:36 main:574] : INFO : Epoch 1951 | loss: 0.0311632 | val_loss: 0.031173 | Time: 1536.59 ms [2022-04-10 18:28:38 main:574] : INFO : Epoch 1952 | loss: 0.0311621 | val_loss: 0.0311696 | Time: 1536.16 ms [2022-04-10 18:28:40 main:574] : INFO : Epoch 1953 | loss: 0.0311621 | val_loss: 0.0311713 | Time: 1537.4 ms [2022-04-10 18:28:41 main:574] : INFO : Epoch 1954 | loss: 0.031164 | val_loss: 0.0311766 | Time: 1537.64 ms [2022-04-10 18:28:43 main:574] : INFO : Epoch 1955 | loss: 0.0311641 | val_loss: 0.0311755 | Time: 1543.49 ms [2022-04-10 18:28:44 main:574] : INFO : Epoch 1956 | loss: 0.031162 | val_loss: 0.031169 | Time: 1541.46 ms [2022-04-10 18:28:46 main:574] : INFO : Epoch 1957 | loss: 0.0311604 | val_loss: 0.0311732 | Time: 1540.33 ms [2022-04-10 18:28:47 main:574] : INFO : Epoch 1958 | loss: 0.0311608 | val_loss: 0.0311691 | Time: 1547.16 ms [2022-04-10 18:28:49 main:574] : INFO : Epoch 1959 | loss: 0.0311607 | val_loss: 0.0311654 | Time: 1541.34 ms [2022-04-10 18:28:50 main:574] : INFO : Epoch 1960 | loss: 0.0311623 | val_loss: 0.031175 | Time: 1534.96 ms [2022-04-10 18:28:52 main:574] : INFO : Epoch 1961 | loss: 0.0311632 | val_loss: 0.031168 | Time: 1525.61 ms [2022-04-10 18:28:53 main:574] : INFO : Epoch 1962 | loss: 0.0311602 | val_loss: 0.0311635 | Time: 1542.07 ms [2022-04-10 18:28:55 main:574] : INFO : Epoch 1963 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 1549.3 ms [2022-04-10 18:28:57 main:574] : INFO : Epoch 1964 | loss: 0.0311577 | val_loss: 0.0311683 | Time: 1536.02 ms [2022-04-10 18:28:58 main:574] : INFO : Epoch 1965 | loss: 0.031156 | val_loss: 0.031172 | Time: 1538.01 ms [2022-04-10 18:29:00 main:574] : INFO : Epoch 1966 | loss: 0.031159 | val_loss: 0.0311761 | Time: 1527.95 ms [2022-04-10 18:29:01 main:574] : INFO : Epoch 1967 | loss: 0.0311566 | val_loss: 0.0311667 | Time: 1535.98 ms [2022-04-10 18:29:03 main:574] : INFO : Epoch 1968 | loss: 0.0311587 | val_loss: 0.0311655 | Time: 1523.66 ms [2022-04-10 18:29:04 main:574] : INFO : Epoch 1969 | loss: 0.0311621 | val_loss: 0.0311658 | Time: 1538.31 ms [2022-04-10 18:29:06 main:574] : INFO : Epoch 1970 | loss: 0.031162 | val_loss: 0.0311646 | Time: 1543.21 ms [2022-04-10 18:29:07 main:574] : INFO : Epoch 1971 | loss: 0.0311618 | val_loss: 0.0311656 | Time: 1524.27 ms [2022-04-10 18:29:09 main:574] : INFO : Epoch 1972 | loss: 0.0311606 | val_loss: 0.0311649 | Time: 1542.29 ms [2022-04-10 18:29:10 main:574] : INFO : Epoch 1973 | loss: 0.0311594 | val_loss: 0.031164 | Time: 1539.32 ms [2022-04-10 18:29:12 main:574] : INFO : Epoch 1974 | loss: 0.0311594 | val_loss: 0.0311668 | Time: 1541.17 ms [2022-04-10 18:29:13 main:574] : INFO : Epoch 1975 | loss: 0.031161 | val_loss: 0.0311736 | Time: 1532.85 ms [2022-04-10 18:29:15 main:574] : INFO : Epoch 1976 | loss: 0.0311626 | val_loss: 0.0311726 | Time: 1521.88 ms [2022-04-10 18:29:17 main:574] : INFO : Epoch 1977 | loss: 0.0311643 | val_loss: 0.0311689 | Time: 1537.13 ms [2022-04-10 18:29:18 main:574] : INFO : Epoch 1978 | loss: 0.0311631 | val_loss: 0.031172 | Time: 1537.56 ms [2022-04-10 18:29:20 main:574] : INFO : Epoch 1979 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 1532.16 ms [2022-04-10 18:29:21 main:574] : INFO : Epoch 1980 | loss: 0.0311604 | val_loss: 0.0311697 | Time: 1529.92 ms [2022-04-10 18:29:23 main:574] : INFO : Epoch 1981 | loss: 0.0311635 | val_loss: 0.0311661 | Time: 1478.12 ms [2022-04-10 18:29:24 main:574] : INFO : Epoch 1982 | loss: 0.0311644 | val_loss: 0.0311701 | Time: 1489.52 ms [2022-04-10 18:29:26 main:574] : INFO : Epoch 1983 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 1489.22 ms [2022-04-10 18:29:27 main:574] : INFO : Epoch 1984 | loss: 0.0311605 | val_loss: 0.0311734 | Time: 1517.59 ms [2022-04-10 18:29:29 main:574] : INFO : Epoch 1985 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 1534.08 ms [2022-04-10 18:29:30 main:574] : INFO : Epoch 1986 | loss: 0.0311608 | val_loss: 0.031165 | Time: 1537.44 ms [2022-04-10 18:29:32 main:574] : INFO : Epoch 1987 | loss: 0.0311575 | val_loss: 0.0311692 | Time: 1539.75 ms [2022-04-10 18:29:33 main:574] : INFO : Epoch 1988 | loss: 0.0311582 | val_loss: 0.0311697 | Time: 1577.28 ms [2022-04-10 18:29:35 main:574] : INFO : Epoch 1989 | loss: 0.0311604 | val_loss: 0.0311659 | Time: 1549.94 ms [2022-04-10 18:29:36 main:574] : INFO : Epoch 1990 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 1541.39 ms [2022-04-10 18:29:38 main:574] : INFO : Epoch 1991 | loss: 0.0311603 | val_loss: 0.0311644 | Time: 1536.65 ms [2022-04-10 18:29:40 main:574] : INFO : Epoch 1992 | loss: 0.0311587 | val_loss: 0.031165 | Time: 1537.88 ms [2022-04-10 18:29:41 main:574] : INFO : Epoch 1993 | loss: 0.0311579 | val_loss: 0.0311681 | Time: 1528.18 ms [2022-04-10 18:29:43 main:574] : INFO : Epoch 1994 | loss: 0.0311601 | val_loss: 0.0311647 | Time: 1526.63 ms [2022-04-10 18:29:44 main:574] : INFO : Epoch 1995 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 1541.89 ms [2022-04-10 18:29:46 main:574] : INFO : Epoch 1996 | loss: 0.0311578 | val_loss: 0.0311729 | Time: 1534.05 ms [2022-04-10 18:29:47 main:574] : INFO : Epoch 1997 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 1538.36 ms [2022-04-10 18:29:49 main:574] : INFO : Epoch 1998 | loss: 0.0311569 | val_loss: 0.0311674 | Time: 1534.32 ms [2022-04-10 18:29:50 main:574] : INFO : Epoch 1999 | loss: 0.0311587 | val_loss: 0.0311727 | Time: 1543.9 ms [2022-04-10 18:29:52 main:574] : INFO : Epoch 2000 | loss: 0.0311584 | val_loss: 0.031167 | Time: 1538.59 ms [2022-04-10 18:29:53 main:574] : INFO : Epoch 2001 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 1542.04 ms [2022-04-10 18:29:55 main:574] : INFO : Epoch 2002 | loss: 0.0311566 | val_loss: 0.0311663 | Time: 1539.3 ms [2022-04-10 18:29:56 main:574] : INFO : Epoch 2003 | loss: 0.0311579 | val_loss: 0.0311728 | Time: 1539.42 ms [2022-04-10 18:29:58 main:574] : INFO : Epoch 2004 | loss: 0.0311633 | val_loss: 0.0311773 | Time: 1536.55 ms [2022-04-10 18:30:00 main:574] : INFO : Epoch 2005 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 1537.39 ms [2022-04-10 18:30:01 main:574] : INFO : Epoch 2006 | loss: 0.0311633 | val_loss: 0.0311657 | Time: 1541.8 ms [2022-04-10 18:30:03 main:574] : INFO : Epoch 2007 | loss: 0.0311654 | val_loss: 0.0311682 | Time: 1538.45 ms [2022-04-10 18:30:04 main:574] : INFO : Epoch 2008 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 1534.7 ms [2022-04-10 18:30:06 main:574] : INFO : Epoch 2009 | loss: 0.0311583 | val_loss: 0.0311695 | Time: 1531.1 ms [2022-04-10 18:30:07 main:574] : INFO : Epoch 2010 | loss: 0.0311639 | val_loss: 0.0311815 | Time: 1536.83 ms [2022-04-10 18:30:09 main:574] : INFO : Epoch 2011 | loss: 0.0311696 | val_loss: 0.0311849 | Time: 1534.64 ms [2022-04-10 18:30:10 main:574] : INFO : Epoch 2012 | loss: 0.0311664 | val_loss: 0.0311715 | Time: 1548.36 ms [2022-04-10 18:30:12 main:574] : INFO : Epoch 2013 | loss: 0.0311647 | val_loss: 0.0311696 | Time: 1549.75 ms [2022-04-10 18:30:13 main:574] : INFO : Epoch 2014 | loss: 0.0311666 | val_loss: 0.0311812 | Time: 1544.88 ms [2022-04-10 18:30:15 main:574] : INFO : Epoch 2015 | loss: 0.0311633 | val_loss: 0.0311666 | Time: 1539.6 ms [2022-04-10 18:30:17 main:574] : INFO : Epoch 2016 | loss: 0.0311607 | val_loss: 0.0311763 | Time: 1535.47 ms [2022-04-10 18:30:18 main:574] : INFO : Epoch 2017 | loss: 0.0311686 | val_loss: 0.0311783 | Time: 1533.27 ms [2022-04-10 18:30:20 main:574] : INFO : Epoch 2018 | loss: 0.0311666 | val_loss: 0.0311818 | Time: 1533.77 ms [2022-04-10 18:30:21 main:574] : INFO : Epoch 2019 | loss: 0.0311681 | val_loss: 0.0311674 | Time: 1555.33 ms [2022-04-10 18:30:23 main:574] : INFO : Epoch 2020 | loss: 0.0311631 | val_loss: 0.0311695 | Time: 1545.57 ms [2022-04-10 18:30:24 main:574] : INFO : Epoch 2021 | loss: 0.0311649 | val_loss: 0.0311692 | Time: 1535.88 ms [2022-04-10 18:30:26 main:574] : INFO : Epoch 2022 | loss: 0.0311644 | val_loss: 0.0311678 | Time: 1538.74 ms [2022-04-10 18:30:27 main:574] : INFO : Epoch 2023 | loss: 0.0311631 | val_loss: 0.0311652 | Time: 1548.15 ms [2022-04-10 18:30:29 main:574] : INFO : Epoch 2024 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 1539.62 ms [2022-04-10 18:30:30 main:574] : INFO : Epoch 2025 | loss: 0.0311584 | val_loss: 0.0311659 | Time: 1537.27 ms [2022-04-10 18:30:32 main:574] : INFO : Epoch 2026 | loss: 0.0311603 | val_loss: 0.0311699 | Time: 1535.18 ms [2022-04-10 18:30:33 main:574] : INFO : Epoch 2027 | loss: 0.0311588 | val_loss: 0.0311662 | Time: 1535.6 ms [2022-04-10 18:30:35 main:574] : INFO : Epoch 2028 | loss: 0.0311597 | val_loss: 0.0311703 | Time: 1541.26 ms [2022-04-10 18:30:37 main:574] : INFO : Epoch 2029 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 1537.78 ms [2022-04-10 18:30:38 main:574] : INFO : Epoch 2030 | loss: 0.0311632 | val_loss: 0.0311657 | Time: 1534.82 ms [2022-04-10 18:30:40 main:574] : INFO : Epoch 2031 | loss: 0.0311627 | val_loss: 0.0311673 | Time: 1546.14 ms [2022-04-10 18:30:41 main:574] : INFO : Epoch 2032 | loss: 0.0311605 | val_loss: 0.0311676 | Time: 1538.83 ms [2022-04-10 18:30:43 main:574] : INFO : Epoch 2033 | loss: 0.0311625 | val_loss: 0.0311733 | Time: 1522.09 ms [2022-04-10 18:30:44 main:574] : INFO : Epoch 2034 | loss: 0.0311637 | val_loss: 0.0311686 | Time: 1543.65 ms [2022-04-10 18:30:46 main:574] : INFO : Epoch 2035 | loss: 0.0311632 | val_loss: 0.03117 | Time: 1576.5 ms [2022-04-10 18:30:47 main:574] : INFO : Epoch 2036 | loss: 0.031165 | val_loss: 0.031173 | Time: 1545.1 ms [2022-04-10 18:30:49 main:574] : INFO : Epoch 2037 | loss: 0.0311717 | val_loss: 0.0311691 | Time: 1555.31 ms [2022-04-10 18:30:51 main:574] : INFO : Epoch 2038 | loss: 0.0311684 | val_loss: 0.0311706 | Time: 1541.69 ms [2022-04-10 18:30:52 main:574] : INFO : Epoch 2039 | loss: 0.0311668 | val_loss: 0.0311685 | Time: 1538.82 ms [2022-04-10 18:30:54 main:574] : INFO : Epoch 2040 | loss: 0.0311663 | val_loss: 0.0311675 | Time: 1538.36 ms [2022-04-10 18:30:55 main:574] : INFO : Epoch 2041 | loss: 0.0311651 | val_loss: 0.0311677 | Time: 1542.4 ms [2022-04-10 18:30:57 main:574] : INFO : Epoch 2042 | loss: 0.0311651 | val_loss: 0.0311686 | Time: 1543.29 ms [2022-04-10 18:30:58 main:574] : INFO : Epoch 2043 | loss: 0.0311648 | val_loss: 0.031167 | Time: 1535.93 ms [2022-04-10 18:31:00 main:574] : INFO : Epoch 2044 | loss: 0.0311631 | val_loss: 0.0311675 | Time: 1536 ms [2022-04-10 18:31:01 main:574] : INFO : Epoch 2045 | loss: 0.0311662 | val_loss: 0.0311685 | Time: 1542.97 ms [2022-04-10 18:31:03 main:574] : INFO : Epoch 2046 | loss: 0.031165 | val_loss: 0.0311723 | Time: 1530.34 ms [2022-04-10 18:31:04 main:574] : INFO : Epoch 2047 | loss: 0.0311628 | val_loss: 0.0311671 | Time: 1542.15 ms [2022-04-10 18:31:06 main:574] : INFO : Epoch 2048 | loss: 0.0311615 | val_loss: 0.0311679 | Time: 1547.08 ms [2022-04-10 18:31:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311679 [2022-04-10 18:31:06 main:603] : INFO : Saving end state to config to file [2022-04-10 18:31:06 main:608] : INFO : Success, exiting.. 18:31:06 (16944): 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)