Task 3404945
| Name | ParityModified-1608176004-4586-0_3 |
| Workunit | 1583860 |
| Created | 24 Dec 2020, 3:08:03 UTC |
| Sent | 24 Dec 2020, 4:19:38 UTC |
| Report deadline | 1 Jan 2021, 4:19:38 UTC |
| Received | 24 Dec 2020, 19:18:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 47 sec |
| CPU time | 55 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 6 main:581] : INFO : Epoch 1538 | loss: 0.0311686 | val_loss: 0.0311715 | Time: 1631.87 ms [2020-12-24 13:04:18 main:581] : INFO : Epoch 1539 | loss: 0.0311669 | val_loss: 0.0311728 | Time: 1628.82 ms [2020-12-24 13:04:19 main:581] : INFO : Epoch 1540 | loss: 0.0311663 | val_loss: 0.0311767 | Time: 1630.18 ms [2020-12-24 13:04:21 main:581] : INFO : Epoch 1541 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 1635.13 ms [2020-12-24 13:04:23 main:581] : INFO : Epoch 1542 | loss: 0.0311659 | val_loss: 0.0311734 | Time: 1629.12 ms [2020-12-24 13:04:24 main:581] : INFO : Epoch 1543 | loss: 0.0311655 | val_loss: 0.0311725 | Time: 1626.87 ms [2020-12-24 13:04:26 main:581] : INFO : Epoch 1544 | loss: 0.031164 | val_loss: 0.0311717 | Time: 1632.61 ms [2020-12-24 13:04:27 main:581] : INFO : Epoch 1545 | loss: 0.0311646 | val_loss: 0.0311733 | Time: 1630.04 ms [2020-12-24 13:04:29 main:581] : INFO : Epoch 1546 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 1630.67 ms [2020-12-24 13:04:31 main:581] : INFO : Epoch 1547 | loss: 0.0311665 | val_loss: 0.0311744 | Time: 1628.3 ms [2020-12-24 13:04:32 main:581] : INFO : Epoch 1548 | loss: 0.0311679 | val_loss: 0.0311764 | Time: 1637.53 ms [2020-12-24 13:04:34 main:581] : INFO : Epoch 1549 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 1629.59 ms [2020-12-24 13:04:36 main:581] : INFO : Epoch 1550 | loss: 0.0311638 | val_loss: 0.0311758 | Time: 1630.97 ms [2020-12-24 13:04:37 main:581] : INFO : Epoch 1551 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 1637.03 ms [2020-12-24 13:04:39 main:581] : INFO : Epoch 1552 | loss: 0.0311658 | val_loss: 0.0311696 | Time: 1633.58 ms [2020-12-24 13:04:40 main:581] : INFO : Epoch 1553 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 1626.25 ms [2020-12-24 13:04:42 main:581] : INFO : Epoch 1554 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 1625.55 ms [2020-12-24 13:04:44 main:581] : INFO : Epoch 1555 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 1624.5 ms [2020-12-24 13:04:45 main:581] : INFO : Epoch 1556 | loss: 0.0311711 | val_loss: 0.0311695 | Time: 1626.9 ms [2020-12-24 13:04:47 main:581] : INFO : Epoch 1557 | loss: 0.0311643 | val_loss: 0.0311707 | Time: 1632.6 ms [2020-12-24 13:04:49 main:581] : INFO : Epoch 1558 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 1629.88 ms [2020-12-24 13:04:50 main:581] : INFO : Epoch 1559 | loss: 0.0311652 | val_loss: 0.0311721 | Time: 1626 ms [2020-12-24 13:04:52 main:581] : INFO : Epoch 1560 | loss: 0.0311633 | val_loss: 0.0311703 | Time: 1624.71 ms [2020-12-24 13:04:54 main:581] : INFO : Epoch 1561 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 1640.26 ms [2020-12-24 13:04:55 main:581] : INFO : Epoch 1562 | loss: 0.0311651 | val_loss: 0.0311728 | Time: 1631.86 ms [2020-12-24 13:04:57 main:581] : INFO : Epoch 1563 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 1625.09 ms [2020-12-24 13:04:58 main:581] : INFO : Epoch 1564 | loss: 0.0311656 | val_loss: 0.0311695 | Time: 1625.81 ms [2020-12-24 13:05:00 main:581] : INFO : Epoch 1565 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 1644.48 ms [2020-12-24 13:05:02 main:581] : INFO : Epoch 1566 | loss: 0.0311611 | val_loss: 0.0311686 | Time: 1631.07 ms [2020-12-24 13:05:03 main:581] : INFO : Epoch 1567 | loss: 0.0311608 | val_loss: 0.0311695 | Time: 1632.3 ms [2020-12-24 13:05:05 main:581] : INFO : Epoch 1568 | loss: 0.0311632 | val_loss: 0.0311804 | Time: 1631.02 ms [2020-12-24 13:05:07 main:581] : INFO : Epoch 1569 | loss: 0.0311659 | val_loss: 0.0311734 | Time: 1622 ms [2020-12-24 13:05:08 main:581] : INFO : Epoch 1570 | loss: 0.0311619 | val_loss: 0.0311704 | Time: 1617.71 ms [2020-12-24 13:05:10 main:581] : INFO : Epoch 1571 | loss: 0.0311624 | val_loss: 0.031168 | Time: 1629.3 ms [2020-12-24 13:05:11 main:581] : INFO : Epoch 1572 | loss: 0.0311623 | val_loss: 0.0311701 | Time: 1631.52 ms [2020-12-24 13:05:13 main:581] : INFO : Epoch 1573 | loss: 0.03116 | val_loss: 0.0311698 | Time: 1628.07 ms [2020-12-24 13:05:15 main:581] : INFO : Epoch 1574 | loss: 0.0311607 | val_loss: 0.0311725 | Time: 1622.54 ms [2020-12-24 13:05:16 main:581] : INFO : Epoch 1575 | loss: 0.0311592 | val_loss: 0.0311714 | Time: 1629.27 ms [2020-12-24 13:05:18 main:581] : INFO : Epoch 1576 | loss: 0.0311591 | val_loss: 0.0311718 | Time: 1631.85 ms [2020-12-24 13:05:20 main:581] : INFO : Epoch 1577 | loss: 0.0311602 | val_loss: 0.031183 | Time: 1629.94 ms [2020-12-24 13:05:21 main:581] : INFO : Epoch 1578 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 1623.9 ms [2020-12-24 13:05:23 main:581] : INFO : Epoch 1579 | loss: 0.0311627 | val_loss: 0.0311691 | Time: 1632.25 ms [2020-12-24 13:05:24 main:581] : INFO : Epoch 1580 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 1626.44 ms [2020-12-24 13:05:26 main:581] : INFO : Epoch 1581 | loss: 0.031161 | val_loss: 0.0311671 | Time: 1626.69 ms [2020-12-24 13:05:28 main:581] : INFO : Epoch 1582 | loss: 0.0311597 | val_loss: 0.0311688 | Time: 1616.97 ms [2020-12-24 13:05:29 main:581] : INFO : Epoch 1583 | loss: 0.0311614 | val_loss: 0.0311731 | Time: 1618.7 ms [2020-12-24 13:05:31 main:581] : INFO : Epoch 1584 | loss: 0.0311605 | val_loss: 0.0311702 | Time: 1625.53 ms [2020-12-24 13:05:33 main:581] : INFO : Epoch 1585 | loss: 0.031159 | val_loss: 0.0311699 | Time: 1623.84 ms [2020-12-24 13:05:34 main:581] : INFO : Epoch 1586 | loss: 0.031159 | val_loss: 0.0311701 | Time: 1624.68 ms [2020-12-24 13:05:36 main:581] : INFO : Epoch 1587 | loss: 0.0311599 | val_loss: 0.0311712 | Time: 1624.92 ms [2020-12-24 13:05:37 main:581] : INFO : Epoch 1588 | loss: 0.0311578 | val_loss: 0.0311674 | Time: 1634.33 ms [2020-12-24 13:05:39 main:581] : INFO : Epoch 1589 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 1636.12 ms [2020-12-24 13:05:41 main:581] : INFO : Epoch 1590 | loss: 0.0311666 | val_loss: 0.0311807 | Time: 1626.89 ms [2020-12-24 13:05:42 main:581] : INFO : Epoch 1591 | loss: 0.0312369 | val_loss: 0.0312881 | Time: 1625.71 ms [2020-12-24 13:05:44 main:581] : INFO : Epoch 1592 | loss: 0.03258 | val_loss: 0.033759 | Time: 1629.17 ms [2020-12-24 13:05:46 main:581] : INFO : Epoch 1593 | loss: 0.0322385 | val_loss: 0.0315065 | Time: 1610.37 ms [2020-12-24 13:05:47 main:581] : INFO : Epoch 1594 | loss: 0.0313492 | val_loss: 0.0312264 | Time: 1600.67 ms [2020-12-24 13:05:49 main:581] : INFO : Epoch 1595 | loss: 0.0311971 | val_loss: 0.0311779 | Time: 1604.65 ms [2020-12-24 13:05:50 main:581] : INFO : Epoch 1596 | loss: 0.0311718 | val_loss: 0.0311703 | Time: 1630.29 ms [2020-12-24 13:05:52 main:581] : INFO : Epoch 1597 | loss: 0.031167 | val_loss: 0.0311682 | Time: 1626.32 ms [2020-12-24 13:05:54 main:581] : INFO : Epoch 1598 | loss: 0.0311651 | val_loss: 0.0311663 | Time: 1635.62 ms [2020-12-24 13:05:55 main:581] : INFO : Epoch 1599 | loss: 0.0311642 | val_loss: 0.0311658 | Time: 1638.73 ms [2020-12-24 13:05:57 main:581] : INFO : Epoch 1600 | loss: 0.0311626 | val_loss: 0.0311668 | Time: 1630.68 ms [2020-12-24 13:05:59 main:581] : INFO : Epoch 1601 | loss: 0.0311613 | val_loss: 0.031168 | Time: 1651.23 ms [2020-12-24 13:06:00 main:581] : INFO : Epoch 1602 | loss: 0.0311641 | val_loss: 0.0311671 | Time: 1654.17 ms [2020-12-24 13:06:02 main:581] : INFO : Epoch 1603 | loss: 0.0311606 | val_loss: 0.0311671 | Time: 1648.11 ms [2020-12-24 13:06:04 main:581] : INFO : Epoch 1604 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1638.84 ms [2020-12-24 13:06:05 main:581] : INFO : Epoch 1605 | loss: 0.031162 | val_loss: 0.0311704 | Time: 1636.54 ms [2020-12-24 13:06:07 main:581] : INFO : Epoch 1606 | loss: 0.0311621 | val_loss: 0.0311684 | Time: 1644.93 ms [2020-12-24 13:06:08 main:581] : INFO : Epoch 1607 | loss: 0.0311599 | val_loss: 0.0311651 | Time: 1657.57 ms [2020-12-24 13:06:10 main:581] : INFO : Epoch 1608 | loss: 0.0311584 | val_loss: 0.0311665 | Time: 1634.74 ms [2020-12-24 13:06:12 main:581] : INFO : Epoch 1609 | loss: 0.031158 | val_loss: 0.0311656 | Time: 1635.02 ms [2020-12-24 13:06:13 main:581] : INFO : Epoch 1610 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 1638.17 ms [2020-12-24 13:06:15 main:581] : INFO : Epoch 1611 | loss: 0.0311571 | val_loss: 0.0311663 | Time: 1632.56 ms [2020-12-24 13:06:17 main:581] : INFO : Epoch 1612 | loss: 0.0311585 | val_loss: 0.0311678 | Time: 1635.35 ms [2020-12-24 13:06:18 main:581] : INFO : Epoch 1613 | loss: 0.0311568 | val_loss: 0.0311667 | Time: 1640 ms [2020-12-24 13:06:20 main:581] : INFO : Epoch 1614 | loss: 0.0311565 | val_loss: 0.0311674 | Time: 1640.77 ms [2020-12-24 13:06:22 main:581] : INFO : Epoch 1615 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 1647.37 ms [2020-12-24 13:06:23 main:581] : INFO : Epoch 1616 | loss: 0.0311578 | val_loss: 0.0311725 | Time: 1644.94 ms [2020-12-24 13:06:25 main:581] : INFO : Epoch 1617 | loss: 0.0311578 | val_loss: 0.0311676 | Time: 1650.57 ms [2020-12-24 13:06:27 main:581] : INFO : Epoch 1618 | loss: 0.0311599 | val_loss: 0.0311681 | Time: 1657.79 ms [2020-12-24 13:06:28 main:581] : INFO : Epoch 1619 | loss: 0.0311609 | val_loss: 0.0311704 | Time: 1650.25 ms [2020-12-24 13:06:30 main:581] : INFO : Epoch 1620 | loss: 0.0311631 | val_loss: 0.0311752 | Time: 1649.93 ms [2020-12-24 13:06:31 main:581] : INFO : Epoch 1621 | loss: 0.0311598 | val_loss: 0.0311677 | Time: 1629.51 ms [2020-12-24 13:06:33 main:581] : INFO : Epoch 1622 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 1621.09 ms [2020-12-24 13:06:35 main:581] : INFO : Epoch 1623 | loss: 0.0311587 | val_loss: 0.0311683 | Time: 1631.12 ms [2020-12-24 13:06:36 main:581] : INFO : Epoch 1624 | loss: 0.0311565 | val_loss: 0.0311671 | Time: 1630.75 ms [2020-12-24 13:06:38 main:581] : INFO : Epoch 1625 | loss: 0.031156 | val_loss: 0.0311692 | Time: 1623.89 ms [2020-12-24 13:06:40 main:581] : INFO : Epoch 1626 | loss: 0.0311557 | val_loss: 0.0311671 | Time: 1633.87 ms [2020-12-24 13:06:41 main:581] : INFO : Epoch 1627 | loss: 0.0311562 | val_loss: 0.0311708 | Time: 1669.53 ms [2020-12-24 13:06:43 main:581] : INFO : Epoch 1628 | loss: 0.0311582 | val_loss: 0.0311738 | Time: 1649.95 ms [2020-12-24 13:06:45 main:581] : INFO : Epoch 1629 | loss: 0.0311575 | val_loss: 0.0311669 | Time: 1645.03 ms [2020-12-24 13:06:46 main:581] : INFO : Epoch 1630 | loss: 0.0311573 | val_loss: 0.031167 | Time: 1652.82 ms [2020-12-24 13:06:48 main:581] : INFO : Epoch 1631 | loss: 0.0311561 | val_loss: 0.0311746 | Time: 1654.12 ms [2020-12-24 13:06:50 main:581] : INFO : Epoch 1632 | loss: 0.0311565 | val_loss: 0.0311724 | Time: 1657.62 ms [2020-12-24 13:06:51 main:581] : INFO : Epoch 1633 | loss: 0.0311565 | val_loss: 0.0311669 | Time: 1653.58 ms [2020-12-24 13:06:53 main:581] : INFO : Epoch 1634 | loss: 0.0311607 | val_loss: 0.0311755 | Time: 1658.1 ms [2020-12-24 13:06:55 main:581] : INFO : Epoch 1635 | loss: 0.0311589 | val_loss: 0.0311694 | Time: 1656.52 ms [2020-12-24 13:06:56 main:581] : INFO : Epoch 1636 | loss: 0.0311553 | val_loss: 0.031169 | Time: 1660.69 ms [2020-12-24 13:06:58 main:581] : INFO : Epoch 1637 | loss: 0.0311555 | val_loss: 0.0311693 | Time: 1661.2 ms [2020-12-24 13:06:59 main:581] : INFO : Epoch 1638 | loss: 0.0311544 | val_loss: 0.0311676 | Time: 1634.89 ms [2020-12-24 13:07:01 main:581] : INFO : Epoch 1639 | loss: 0.031153 | val_loss: 0.0311687 | Time: 1635.86 ms [2020-12-24 13:07:03 main:581] : INFO : Epoch 1640 | loss: 0.0311537 | val_loss: 0.0311682 | Time: 1633.28 ms [2020-12-24 13:07:04 main:581] : INFO : Epoch 1641 | loss: 0.0311539 | val_loss: 0.0311708 | Time: 1633.77 ms [2020-12-24 13:07:06 main:581] : INFO : Epoch 1642 | loss: 0.0311528 | val_loss: 0.0311694 | Time: 1637.69 ms [2020-12-24 13:07:08 main:581] : INFO : Epoch 1643 | loss: 0.0311522 | val_loss: 0.031169 | Time: 1633.12 ms [2020-12-24 13:07:09 main:581] : INFO : Epoch 1644 | loss: 0.0311508 | val_loss: 0.0311664 | Time: 1628.5 ms [2020-12-24 13:07:11 main:581] : INFO : Epoch 1645 | loss: 0.0311504 | val_loss: 0.0311751 | Time: 1635.27 ms [2020-12-24 13:07:13 main:581] : INFO : Epoch 1646 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 1636.08 ms [2020-12-24 13:07:14 main:581] : INFO : Epoch 1647 | loss: 0.0311549 | val_loss: 0.031169 | Time: 1653.47 ms [2020-12-24 13:07:16 main:581] : INFO : Epoch 1648 | loss: 0.0311573 | val_loss: 0.0311655 | Time: 1647.81 ms [2020-12-24 13:07:18 main:581] : INFO : Epoch 1649 | loss: 0.0311522 | val_loss: 0.0311647 | Time: 1652.51 ms [2020-12-24 13:07:19 main:581] : INFO : Epoch 1650 | loss: 0.0311533 | val_loss: 0.0311683 | Time: 1645.18 ms [2020-12-24 13:07:21 main:581] : INFO : Epoch 1651 | loss: 0.0311524 | val_loss: 0.0311662 | Time: 1641.25 ms [2020-12-24 13:07:22 main:581] : INFO : Epoch 1652 | loss: 0.0311519 | val_loss: 0.031169 | Time: 1641.35 ms [2020-12-24 13:07:24 main:581] : INFO : Epoch 1653 | loss: 0.0311535 | val_loss: 0.0311669 | Time: 1648.86 ms [2020-12-24 13:07:26 main:581] : INFO : Epoch 1654 | loss: 0.0311514 | val_loss: 0.0311651 | Time: 1645.43 ms [2020-12-24 13:07:27 main:581] : INFO : Epoch 1655 | loss: 0.0311489 | val_loss: 0.0311674 | Time: 1644.07 ms [2020-12-24 13:07:29 main:581] : INFO : Epoch 1656 | loss: 0.0311501 | val_loss: 0.0311669 | Time: 1650.98 ms [2020-12-24 13:07:31 main:581] : INFO : Epoch 1657 | loss: 0.0311508 | val_loss: 0.0311683 | Time: 1642.28 ms [2020-12-24 13:07:32 main:581] : INFO : Epoch 1658 | loss: 0.0311526 | val_loss: 0.0311641 | Time: 1642.42 ms [2020-12-24 13:07:34 main:581] : INFO : Epoch 1659 | loss: 0.0311529 | val_loss: 0.0311691 | Time: 1636.89 ms [2020-12-24 13:07:36 main:581] : INFO : Epoch 1660 | loss: 0.0311502 | val_loss: 0.0311663 | Time: 1640.28 ms [2020-12-24 13:07:37 main:581] : INFO : Epoch 1661 | loss: 0.0311492 | val_loss: 0.0311666 | Time: 1645.44 ms [2020-12-24 13:07:39 main:581] : INFO : Epoch 1662 | loss: 0.0311502 | val_loss: 0.0311775 | Time: 1643.05 ms [2020-12-24 13:07:41 main:581] : INFO : Epoch 1663 | loss: 0.0311522 | val_loss: 0.0311749 | Time: 1642.61 ms [2020-12-24 13:07:42 main:581] : INFO : Epoch 1664 | loss: 0.0311515 | val_loss: 0.0311695 | Time: 1638.72 ms [2020-12-24 13:07:44 main:581] : INFO : Epoch 1665 | loss: 0.0311533 | val_loss: 0.0311678 | Time: 1634.05 ms [2020-12-24 13:07:45 main:581] : INFO : Epoch 1666 | loss: 0.0311502 | val_loss: 0.0311706 | Time: 1637.16 ms [2020-12-24 13:07:47 main:581] : INFO : Epoch 1667 | loss: 0.0311506 | val_loss: 0.0311666 | Time: 1639.36 ms [2020-12-24 13:07:49 main:581] : INFO : Epoch 1668 | loss: 0.0311505 | val_loss: 0.0311652 | Time: 1629.71 ms [2020-12-24 13:07:50 main:581] : INFO : Epoch 1669 | loss: 0.0311575 | val_loss: 0.0311689 | Time: 1621.68 ms [2020-12-24 13:07:52 main:581] : INFO : Epoch 1670 | loss: 0.0311525 | val_loss: 0.0311685 | Time: 1631.14 ms [2020-12-24 13:07:54 main:581] : INFO : Epoch 1671 | loss: 0.0311493 | val_loss: 0.0311669 | Time: 1618.86 ms [2020-12-24 13:07:55 main:581] : INFO : Epoch 1672 | loss: 0.0311466 | val_loss: 0.0311674 | Time: 1606.45 ms [2020-12-24 13:07:57 main:581] : INFO : Epoch 1673 | loss: 0.0311459 | val_loss: 0.0311642 | Time: 1602.02 ms [2020-12-24 13:07:58 main:581] : INFO : Epoch 1674 | loss: 0.0311515 | val_loss: 0.0311683 | Time: 1595.78 ms [2020-12-24 13:08:00 main:581] : INFO : Epoch 1675 | loss: 0.031155 | val_loss: 0.0311806 | Time: 1656.07 ms [2020-12-24 13:08:02 main:581] : INFO : Epoch 1676 | loss: 0.0311551 | val_loss: 0.0311699 | Time: 1619.39 ms [2020-12-24 13:08:03 main:581] : INFO : Epoch 1677 | loss: 0.031149 | val_loss: 0.0311677 | Time: 1602.46 ms [2020-12-24 13:08:05 main:581] : INFO : Epoch 1678 | loss: 0.0311487 | val_loss: 0.0311629 | Time: 1595.83 ms [2020-12-24 13:08:06 main:581] : INFO : Epoch 1679 | loss: 0.0311506 | val_loss: 0.0311697 | Time: 1599.84 ms [2020-12-24 13:08:08 main:581] : INFO : Epoch 1680 | loss: 0.0311506 | val_loss: 0.0311721 | Time: 1588.72 ms [2020-12-24 13:08:10 main:581] : INFO : Epoch 1681 | loss: 0.0311462 | val_loss: 0.031169 | Time: 1593.97 ms [2020-12-24 13:08:11 main:581] : INFO : Epoch 1682 | loss: 0.0311458 | val_loss: 0.0311682 | Time: 1599.93 ms [2020-12-24 13:08:13 main:581] : INFO : Epoch 1683 | loss: 0.0311503 | val_loss: 0.0311691 | Time: 1603.66 ms [2020-12-24 13:08:14 main:581] : INFO : Epoch 1684 | loss: 0.0311481 | val_loss: 0.0311681 | Time: 1639.58 ms [2020-12-24 13:08:16 main:581] : INFO : Epoch 1685 | loss: 0.0311464 | val_loss: 0.0311713 | Time: 1633.8 ms [2020-12-24 13:08:18 main:581] : INFO : Epoch 1686 | loss: 0.0311446 | val_loss: 0.0311673 | Time: 1652.51 ms [2020-12-24 13:08:19 main:581] : INFO : Epoch 1687 | loss: 0.0311443 | val_loss: 0.0311677 | Time: 1634.06 ms [2020-12-24 13:08:21 main:581] : INFO : Epoch 1688 | loss: 0.0311431 | val_loss: 0.0311654 | Time: 1627.49 ms [2020-12-24 13:08:23 main:581] : INFO : Epoch 1689 | loss: 0.0311441 | val_loss: 0.0311669 | Time: 1620.49 ms [2020-12-24 13:08:24 main:581] : INFO : Epoch 1690 | loss: 0.031145 | val_loss: 0.0311687 | Time: 1633.83 ms [2020-12-24 13:08:26 main:581] : INFO : Epoch 1691 | loss: 0.0311446 | val_loss: 0.0311677 | Time: 1629.96 ms [2020-12-24 13:08:28 main:581] : INFO : Epoch 1692 | loss: 0.031144 | val_loss: 0.0311699 | Time: 1633.01 ms [2020-12-24 13:08:29 main:581] : INFO : Epoch 1693 | loss: 0.0311443 | val_loss: 0.0311659 | Time: 1641.9 ms [2020-12-24 13:08:31 main:581] : INFO : Epoch 1694 | loss: 0.0311454 | val_loss: 0.0311671 | Time: 1647.13 ms [2020-12-24 13:08:32 main:581] : INFO : Epoch 1695 | loss: 0.0311531 | val_loss: 0.031164 | Time: 1637.33 ms [2020-12-24 13:08:34 main:581] : INFO : Epoch 1696 | loss: 0.031154 | val_loss: 0.0311737 | Time: 1633.82 ms [2020-12-24 13:08:36 main:581] : INFO : Epoch 1697 | loss: 0.0311487 | val_loss: 0.0311642 | Time: 1637.28 ms [2020-12-24 13:08:37 main:581] : INFO : Epoch 1698 | loss: 0.0311455 | val_loss: 0.0311663 | Time: 1626.62 ms [2020-12-24 13:08:39 main:581] : INFO : Epoch 1699 | loss: 0.0311483 | val_loss: 0.0311673 | Time: 1643.9 ms [2020-12-24 13:08:41 main:581] : INFO : Epoch 1700 | loss: 0.0311478 | val_loss: 0.0311729 | Time: 1634.44 ms [2020-12-24 13:08:42 main:581] : INFO : Epoch 1701 | loss: 0.0311493 | val_loss: 0.0311648 | Time: 1630.03 ms [2020-12-24 13:08:44 main:581] : INFO : Epoch 1702 | loss: 0.0311496 | val_loss: 0.0311648 | Time: 1644.33 ms [2020-12-24 13:08:46 main:581] : INFO : Epoch 1703 | loss: 0.031153 | val_loss: 0.0311641 | Time: 1657.81 ms [2020-12-24 13:08:47 main:581] : INFO : Epoch 1704 | loss: 0.0311492 | val_loss: 0.0311684 | Time: 1644.86 ms [2020-12-24 13:08:49 main:581] : INFO : Epoch 1705 | loss: 0.031156 | val_loss: 0.0311661 | Time: 1652.1 ms [2020-12-24 13:08:51 main:581] : INFO : Epoch 1706 | loss: 0.0311546 | val_loss: 0.0311677 | Time: 1644.08 ms [2020-12-24 13:08:52 main:581] : INFO : Epoch 1707 | loss: 0.0311539 | val_loss: 0.0311684 | Time: 1631.08 ms [2020-12-24 13:08:54 main:581] : INFO : Epoch 1708 | loss: 0.03115 | val_loss: 0.0311646 | Time: 1639.84 ms [2020-12-24 13:08:55 main:581] : INFO : Epoch 1709 | loss: 0.0311491 | val_loss: 0.0311719 | Time: 1644.74 ms [2020-12-24 13:08:57 main:581] : INFO : Epoch 1710 | loss: 0.0311482 | val_loss: 0.0311655 | Time: 1646.65 ms [2020-12-24 13:08:59 main:581] : INFO : Epoch 1711 | loss: 0.0311476 | val_loss: 0.0311635 | Time: 1647.49 ms [2020-12-24 13:09:00 main:581] : INFO : Epoch 1712 | loss: 0.0311561 | val_loss: 0.0311799 | Time: 1661.7 ms [2020-12-24 13:09:02 main:581] : INFO : Epoch 1713 | loss: 0.0311628 | val_loss: 0.0311682 | Time: 1637.48 ms [2020-12-24 13:09:04 main:581] : INFO : Epoch 1714 | loss: 0.0311574 | val_loss: 0.0311676 | Time: 1641.61 ms [2020-12-24 13:09:05 main:581] : INFO : Epoch 1715 | loss: 0.0311519 | val_loss: 0.0311662 | Time: 1658.47 ms [2020-12-24 13:09:07 main:581] : INFO : Epoch 1716 | loss: 0.0311524 | val_loss: 0.0311688 | Time: 1651.29 ms [2020-12-24 13:09:09 main:581] : INFO : Epoch 1717 | loss: 0.0311536 | val_loss: 0.0311661 | Time: 1636.56 ms [2020-12-24 13:09:10 main:581] : INFO : Epoch 1718 | loss: 0.0311538 | val_loss: 0.0311669 | Time: 1633.7 ms [2020-12-24 13:09:12 main:581] : INFO : Epoch 1719 | loss: 0.0311534 | val_loss: 0.0311673 | Time: 1638.82 ms [2020-12-24 13:09:14 main:581] : INFO : Epoch 1720 | loss: 0.0311499 | val_loss: 0.0311676 | Time: 1642.76 ms [2020-12-24 13:09:15 main:581] : INFO : Epoch 1721 | loss: 0.0311486 | val_loss: 0.0311634 | Time: 1641.24 ms [2020-12-24 13:09:17 main:581] : INFO : Epoch 1722 | loss: 0.0311526 | val_loss: 0.0311719 | Time: 1644.12 ms [2020-12-24 13:09:18 main:581] : INFO : Epoch 1723 | loss: 0.0311497 | val_loss: 0.0311667 | Time: 1640.77 ms [2020-12-24 13:09:20 main:581] : INFO : Epoch 1724 | loss: 0.0311509 | val_loss: 0.031161 | Time: 1649.08 ms [2020-12-24 13:09:22 main:581] : INFO : Epoch 1725 | loss: 0.0311515 | val_loss: 0.0311654 | Time: 1644.49 ms [2020-12-24 13:09:23 main:581] : INFO : Epoch 1726 | loss: 0.031155 | val_loss: 0.0311676 | Time: 1645.14 ms [2020-12-24 13:09:25 main:581] : INFO : Epoch 1727 | loss: 0.0311522 | val_loss: 0.0311717 | Time: 1635.38 ms [2020-12-24 13:09:27 main:581] : INFO : Epoch 1728 | loss: 0.0311468 | val_loss: 0.0311645 | Time: 1637.81 ms [2020-12-24 13:09:28 main:581] : INFO : Epoch 1729 | loss: 0.0311459 | val_loss: 0.0311612 | Time: 1637.53 ms [2020-12-24 13:09:30 main:581] : INFO : Epoch 1730 | loss: 0.0311449 | val_loss: 0.0311672 | Time: 1636.48 ms [2020-12-24 13:09:32 main:581] : INFO : Epoch 1731 | loss: 0.0311478 | val_loss: 0.031168 | Time: 1639.9 ms [2020-12-24 13:09:33 main:581] : INFO : Epoch 1732 | loss: 0.0311477 | val_loss: 0.0311755 | Time: 1644.24 ms [2020-12-24 13:09:35 main:581] : INFO : Epoch 1733 | loss: 0.0311452 | val_loss: 0.0311636 | Time: 1637.56 ms [2020-12-24 13:09:36 main:581] : INFO : Epoch 1734 | loss: 0.0311447 | val_loss: 0.0311661 | Time: 1604 ms [2020-12-24 13:09:38 main:581] : INFO : Epoch 1735 | loss: 0.0311447 | val_loss: 0.031165 | Time: 1606.95 ms [2020-12-24 13:09:40 main:581] : INFO : Epoch 1736 | loss: 0.0311456 | val_loss: 0.0311755 | Time: 1615.27 ms [2020-12-24 13:09:41 main:581] : INFO : Epoch 1737 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 1638.04 ms [2020-12-24 13:09:43 main:581] : INFO : Epoch 1738 | loss: 0.0311637 | val_loss: 0.0311662 | Time: 1631.59 ms [2020-12-24 13:09:45 main:581] : INFO : Epoch 1739 | loss: 0.0311576 | val_loss: 0.031164 | Time: 1631.79 ms [2020-12-24 13:09:46 main:581] : INFO : Epoch 1740 | loss: 0.0311524 | val_loss: 0.0311646 | Time: 1627.71 ms [2020-12-24 13:09:48 main:581] : INFO : Epoch 1741 | loss: 0.0311492 | val_loss: 0.0311636 | Time: 1625.72 ms [2020-12-24 13:09:50 main:581] : INFO : Epoch 1742 | loss: 0.0311493 | val_loss: 0.0311632 | Time: 1634.38 ms [2020-12-24 13:09:51 main:581] : INFO : Epoch 1743 | loss: 0.031149 | val_loss: 0.0311629 | Time: 1638.92 ms [2020-12-24 13:09:53 main:581] : INFO : Epoch 1744 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 1622.13 ms [2020-12-24 13:09:54 main:581] : INFO : Epoch 1745 | loss: 0.0311452 | val_loss: 0.0311611 | Time: 1631.2 ms [2020-12-24 13:09:56 main:581] : INFO : Epoch 1746 | loss: 0.0311445 | val_loss: 0.0311631 | Time: 1639.69 ms [2020-12-24 13:09:58 main:581] : INFO : Epoch 1747 | loss: 0.0311435 | val_loss: 0.0311612 | Time: 1630.68 ms [2020-12-24 13:09:59 main:581] : INFO : Epoch 1748 | loss: 0.0311454 | val_loss: 0.031167 | Time: 1639.64 ms [2020-12-24 13:10:01 main:581] : INFO : Epoch 1749 | loss: 0.0311424 | val_loss: 0.0311659 | Time: 1637.82 ms [2020-12-24 13:10:03 main:581] : INFO : Epoch 1750 | loss: 0.0311421 | val_loss: 0.0311636 | Time: 1620.15 ms [2020-12-24 13:10:04 main:581] : INFO : Epoch 1751 | loss: 0.0311429 | val_loss: 0.0311661 | Time: 1619.85 ms [2020-12-24 13:10:06 main:581] : INFO : Epoch 1752 | loss: 0.0311408 | val_loss: 0.0311642 | Time: 1636.1 ms [2020-12-24 13:10:07 main:581] : INFO : Epoch 1753 | loss: 0.0311388 | val_loss: 0.0311626 | Time: 1619.16 ms [2020-12-24 13:10:09 main:581] : INFO : Epoch 1754 | loss: 0.0311411 | val_loss: 0.0311661 | Time: 1631.56 ms [2020-12-24 13:10:11 main:581] : INFO : Epoch 1755 | loss: 0.0311453 | val_loss: 0.0311639 | Time: 1639.63 ms [2020-12-24 13:10:12 main:581] : INFO : Epoch 1756 | loss: 0.0311446 | val_loss: 0.0311656 | Time: 1641.49 ms [2020-12-24 13:10:14 main:581] : INFO : Epoch 1757 | loss: 0.0311436 | val_loss: 0.0311671 | Time: 1639.48 ms [2020-12-24 13:10:16 main:581] : INFO : Epoch 1758 | loss: 0.031141 | val_loss: 0.0311623 | Time: 1619.46 ms [2020-12-24 13:10:17 main:581] : INFO : Epoch 1759 | loss: 0.0311381 | val_loss: 0.031172 | Time: 1624.62 ms [2020-12-24 13:10:19 main:581] : INFO : Epoch 1760 | loss: 0.0311384 | val_loss: 0.0311697 | Time: 1641 ms [2020-12-24 13:10:21 main:581] : INFO : Epoch 1761 | loss: 0.0311402 | val_loss: 0.0311643 | Time: 1627.54 ms [2020-12-24 13:10:22 main:581] : INFO : Epoch 1762 | loss: 0.0311392 | val_loss: 0.0311659 | Time: 1631.65 ms [2020-12-24 13:10:24 main:581] : INFO : Epoch 1763 | loss: 0.0311369 | val_loss: 0.0311659 | Time: 1637.98 ms [2020-12-24 13:10:25 main:581] : INFO : Epoch 1764 | loss: 0.0311687 | val_loss: 0.0314284 | Time: 1639.13 ms [2020-12-24 13:10:27 main:581] : INFO : Epoch 1765 | loss: 0.0313 | val_loss: 0.0312311 | Time: 1639.4 ms [2020-12-24 13:10:29 main:581] : INFO : Epoch 1766 | loss: 0.0312154 | val_loss: 0.0311958 | Time: 1630.91 ms [2020-12-24 13:10:30 main:581] : INFO : Epoch 1767 | loss: 0.0311914 | val_loss: 0.0311859 | Time: 1635.05 ms [2020-12-24 13:10:32 main:581] : INFO : Epoch 1768 | loss: 0.0311805 | val_loss: 0.0311776 | Time: 1628.61 ms [2020-12-24 13:10:34 main:581] : INFO : Epoch 1769 | loss: 0.0311787 | val_loss: 0.0311941 | Time: 1633.13 ms [2020-12-24 13:10:35 main:581] : INFO : Epoch 1770 | loss: 0.031178 | val_loss: 0.0311757 | Time: 1629.04 ms [2020-12-24 13:10:37 main:581] : INFO : Epoch 1771 | loss: 0.0311712 | val_loss: 0.0311697 | Time: 1627.18 ms [2020-12-24 13:10:38 main:581] : INFO : Epoch 1772 | loss: 0.0311676 | val_loss: 0.031167 | Time: 1626.18 ms [2020-12-24 13:10:40 main:581] : INFO : Epoch 1773 | loss: 0.0311654 | val_loss: 0.0311674 | Time: 1628.59 ms [2020-12-24 13:10:42 main:581] : INFO : Epoch 1774 | loss: 0.0311643 | val_loss: 0.031166 | Time: 1630.13 ms [2020-12-24 13:10:43 main:581] : INFO : Epoch 1775 | loss: 0.0311637 | val_loss: 0.0311656 | Time: 1633.7 ms [2020-12-24 13:10:45 main:581] : INFO : Epoch 1776 | loss: 0.0311629 | val_loss: 0.0311691 | Time: 1629.78 ms [2020-12-24 13:10:47 main:581] : INFO : Epoch 1777 | loss: 0.0311644 | val_loss: 0.0311652 | Time: 1633.62 ms [2020-12-24 13:10:48 main:581] : INFO : Epoch 1778 | loss: 0.0311621 | val_loss: 0.0311654 | Time: 1628.56 ms [2020-12-24 13:10:50 main:581] : INFO : Epoch 1779 | loss: 0.0311613 | val_loss: 0.0311673 | Time: 1622.05 ms [2020-12-24 13:10:51 main:581] : INFO : Epoch 1780 | loss: 0.0311597 | val_loss: 0.0311658 | Time: 1625.47 ms [2020-12-24 13:10:53 main:581] : INFO : Epoch 1781 | loss: 0.0311583 | val_loss: 0.0311658 | Time: 1636.19 ms [2020-12-24 13:10:55 main:581] : INFO : Epoch 1782 | loss: 0.0311581 | val_loss: 0.0311659 | Time: 1633.53 ms [2020-12-24 13:10:56 main:581] : INFO : Epoch 1783 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 1636.37 ms [2020-12-24 13:10:58 main:581] : INFO : Epoch 1784 | loss: 0.0311568 | val_loss: 0.0311653 | Time: 1632.79 ms [2020-12-24 13:11:00 main:581] : INFO : Epoch 1785 | loss: 0.0311583 | val_loss: 0.0311688 | Time: 1639.01 ms [2020-12-24 13:11:01 main:581] : INFO : Epoch 1786 | loss: 0.031159 | val_loss: 0.0311677 | Time: 1630.79 ms [2020-12-24 13:11:03 main:581] : INFO : Epoch 1787 | loss: 0.031158 | val_loss: 0.0311653 | Time: 1629.1 ms [2020-12-24 13:11:05 main:581] : INFO : Epoch 1788 | loss: 0.0311577 | val_loss: 0.031165 | Time: 1638.93 ms [2020-12-24 13:11:06 main:581] : INFO : Epoch 1789 | loss: 0.0311552 | val_loss: 0.0311646 | Time: 1633.66 ms [2020-12-24 13:11:08 main:581] : INFO : Epoch 1790 | loss: 0.0311527 | val_loss: 0.0311648 | Time: 1633.83 ms [2020-12-24 13:11:09 main:581] : INFO : Epoch 1791 | loss: 0.0311538 | val_loss: 0.0311738 | Time: 1633.93 ms [2020-12-24 13:11:11 main:581] : INFO : Epoch 1792 | loss: 0.0311569 | val_loss: 0.031165 | Time: 1631.86 ms [2020-12-24 13:11:13 main:581] : INFO : Epoch 1793 | loss: 0.0311544 | val_loss: 0.0311659 | Time: 1644.94 ms [2020-12-24 13:11:14 main:581] : INFO : Epoch 1794 | loss: 0.0311546 | val_loss: 0.0311651 | Time: 1656.37 ms [2020-12-24 13:11:16 main:581] : INFO : Epoch 1795 | loss: 0.0311534 | val_loss: 0.0311655 | Time: 1639.67 ms [2020-12-24 13:11:18 main:581] : INFO : Epoch 1796 | loss: 0.0311535 | val_loss: 0.0311648 | Time: 1641.03 ms [2020-12-24 13:11:19 main:581] : INFO : Epoch 1797 | loss: 0.0311517 | val_loss: 0.0311693 | Time: 1639.9 ms [2020-12-24 13:11:21 main:581] : INFO : Epoch 1798 | loss: 0.0311536 | val_loss: 0.0311675 | Time: 1639.87 ms [2020-12-24 13:11:23 main:581] : INFO : Epoch 1799 | loss: 0.0311529 | val_loss: 0.0311645 | Time: 1645.25 ms [2020-12-24 13:11:24 main:581] : INFO : Epoch 1800 | loss: 0.031151 | val_loss: 0.0311633 | Time: 1633.45 ms [2020-12-24 13:11:26 main:581] : INFO : Epoch 1801 | loss: 0.03115 | val_loss: 0.0311667 | Time: 1650.31 ms [2020-12-24 13:11:28 main:581] : INFO : Epoch 1802 | loss: 0.0311506 | val_loss: 0.0311665 | Time: 1634.29 ms [2020-12-24 13:11:29 main:581] : INFO : Epoch 1803 | loss: 0.031152 | val_loss: 0.0311648 | Time: 1631.42 ms [2020-12-24 13:11:31 main:581] : INFO : Epoch 1804 | loss: 0.0311499 | val_loss: 0.031166 | Time: 1638.52 ms [2020-12-24 13:11:32 main:581] : INFO : Epoch 1805 | loss: 0.0311528 | val_loss: 0.0311701 | Time: 1640.09 ms [2020-12-24 13:11:34 main:581] : INFO : Epoch 1806 | loss: 0.0311762 | val_loss: 0.0312401 | Time: 1623.22 ms [2020-12-24 13:11:36 main:581] : INFO : Epoch 1807 | loss: 0.0312493 | val_loss: 0.031209 | Time: 1621.42 ms [2020-12-24 13:11:37 main:581] : INFO : Epoch 1808 | loss: 0.0311896 | val_loss: 0.0311761 | Time: 1629.71 ms [2020-12-24 13:11:39 main:581] : INFO : Epoch 1809 | loss: 0.0311756 | val_loss: 0.0311716 | Time: 1636.03 ms [2020-12-24 13:11:41 main:581] : INFO : Epoch 1810 | loss: 0.0311737 | val_loss: 0.0311692 | Time: 1628.04 ms [2020-12-24 13:11:42 main:581] : INFO : Epoch 1811 | loss: 0.031167 | val_loss: 0.0311641 | Time: 1639.33 ms [2020-12-24 13:11:44 main:581] : INFO : Epoch 1812 | loss: 0.0311672 | val_loss: 0.0311641 | Time: 1626.97 ms [2020-12-24 13:11:45 main:581] : INFO : Epoch 1813 | loss: 0.0311653 | val_loss: 0.031162 | Time: 1631.14 ms [2020-12-24 13:11:47 main:581] : INFO : Epoch 1814 | loss: 0.031161 | val_loss: 0.0311608 | Time: 1628.59 ms [2020-12-24 13:11:49 main:581] : INFO : Epoch 1815 | loss: 0.0311616 | val_loss: 0.0311624 | Time: 1638.23 ms [2020-12-24 13:11:50 main:581] : INFO : Epoch 1816 | loss: 0.0311589 | val_loss: 0.0311624 | Time: 1628.02 ms [2020-12-24 13:11:52 main:581] : INFO : Epoch 1817 | loss: 0.0311579 | val_loss: 0.0311601 | Time: 1616.84 ms [2020-12-24 13:11:54 main:581] : INFO : Epoch 1818 | loss: 0.0311617 | val_loss: 0.0311632 | Time: 1621.75 ms [2020-12-24 13:11:55 main:581] : INFO : Epoch 1819 | loss: 0.0311627 | val_loss: 0.0311612 | Time: 1645.16 ms [2020-12-24 13:11:57 main:581] : INFO : Epoch 1820 | loss: 0.0311585 | val_loss: 0.0311618 | Time: 1629.93 ms [2020-12-24 13:11:59 main:581] : INFO : Epoch 1821 | loss: 0.0311578 | val_loss: 0.0311593 | Time: 1630.18 ms [2020-12-24 13:12:00 main:581] : INFO : Epoch 1822 | loss: 0.0311597 | val_loss: 0.0311596 | Time: 1640.87 ms [2020-12-24 13:12:02 main:581] : INFO : Epoch 1823 | loss: 0.0311723 | val_loss: 0.031182 | Time: 1621.82 ms [2020-12-24 13:12:03 main:581] : INFO : Epoch 1824 | loss: 0.0311791 | val_loss: 0.0311768 | Time: 1622.92 ms [2020-12-24 13:12:05 main:581] : INFO : Epoch 1825 | loss: 0.0311739 | val_loss: 0.0311706 | Time: 1623.96 ms [2020-12-24 13:12:07 main:581] : INFO : Epoch 1826 | loss: 0.0311675 | val_loss: 0.0311661 | Time: 1619.84 ms [2020-12-24 13:12:08 main:581] : INFO : Epoch 1827 | loss: 0.031165 | val_loss: 0.0311676 | Time: 1624.07 ms [2020-12-24 13:12:10 main:581] : INFO : Epoch 1828 | loss: 0.0311652 | val_loss: 0.0311653 | Time: 1630.26 ms [2020-12-24 13:12:12 main:581] : INFO : Epoch 1829 | loss: 0.0311612 | val_loss: 0.0311595 | Time: 1633.72 ms [2020-12-24 13:12:13 main:581] : INFO : Epoch 1830 | loss: 0.0311581 | val_loss: 0.0311617 | Time: 1631.27 ms [2020-12-24 13:12:15 main:581] : INFO : Epoch 1831 | loss: 0.0311595 | val_loss: 0.0311625 | Time: 1628.1 ms [2020-12-24 13:12:16 main:581] : INFO : Epoch 1832 | loss: 0.0311589 | val_loss: 0.031165 | Time: 1630.76 ms [2020-12-24 13:12:18 main:581] : INFO : Epoch 1833 | loss: 0.0311576 | val_loss: 0.031159 | Time: 1623.16 ms [2020-12-24 13:12:20 main:581] : INFO : Epoch 1834 | loss: 0.0311582 | val_loss: 0.0311637 | Time: 1626.21 ms [2020-12-24 13:12:21 main:581] : INFO : Epoch 1835 | loss: 0.0311552 | val_loss: 0.0311604 | Time: 1628.37 ms [2020-12-24 13:12:23 main:581] : INFO : Epoch 1836 | loss: 0.0311545 | val_loss: 0.031158 | Time: 1630.36 ms [2020-12-24 13:12:25 main:581] : INFO : Epoch 1837 | loss: 0.0311548 | val_loss: 0.0311605 | Time: 1631.14 ms [2020-12-24 13:12:26 main:581] : INFO : Epoch 1838 | loss: 0.0311543 | val_loss: 0.0311604 | Time: 1628.91 ms [2020-12-24 13:12:28 main:581] : INFO : Epoch 1839 | loss: 0.0311538 | val_loss: 0.0311575 | Time: 1618.99 ms [2020-12-24 13:12:29 main:581] : INFO : Epoch 1840 | loss: 0.0311716 | val_loss: 0.0311781 | Time: 1620.08 ms [2020-12-24 13:12:31 main:581] : INFO : Epoch 1841 | loss: 0.0311774 | val_loss: 0.0311716 | Time: 1626.57 ms [2020-12-24 13:12:33 main:581] : INFO : Epoch 1842 | loss: 0.0311724 | val_loss: 0.0311709 | Time: 1621.86 ms [2020-12-24 13:12:34 main:581] : INFO : Epoch 1843 | loss: 0.031167 | val_loss: 0.031168 | Time: 1628.87 ms [2020-12-24 13:12:36 main:581] : INFO : Epoch 1844 | loss: 0.0311653 | val_loss: 0.031163 | Time: 1620.6 ms [2020-12-24 13:12:38 main:581] : INFO : Epoch 1845 | loss: 0.0311625 | val_loss: 0.0311725 | Time: 1627.98 ms [2020-12-24 13:12:39 main:581] : INFO : Epoch 1846 | loss: 0.0311605 | val_loss: 0.0311627 | Time: 1621.14 ms [2020-12-24 13:12:41 main:581] : INFO : Epoch 1847 | loss: 0.0311592 | val_loss: 0.0311639 | Time: 1630.19 ms [2020-12-24 13:12:42 main:581] : INFO : Epoch 1848 | loss: 0.0311556 | val_loss: 0.0311574 | Time: 1629.99 ms [2020-12-24 13:12:44 main:581] : INFO : Epoch 1849 | loss: 0.0311535 | val_loss: 0.0311695 | Time: 1622.43 ms [2020-12-24 13:12:46 main:581] : INFO : Epoch 1850 | loss: 0.031156 | val_loss: 0.0311616 | Time: 1624.19 ms [2020-12-24 13:12:47 main:581] : INFO : Epoch 1851 | loss: 0.0311532 | val_loss: 0.0311589 | Time: 1622.87 ms [2020-12-24 13:12:49 main:581] : INFO : Epoch 1852 | loss: 0.0311502 | val_loss: 0.031158 | Time: 1625.95 ms [2020-12-24 13:12:51 main:581] : INFO : Epoch 1853 | loss: 0.0311496 | val_loss: 0.0311591 | Time: 1621.19 ms [2020-12-24 13:12:52 main:581] : INFO : Epoch 1854 | loss: 0.031151 | val_loss: 0.0311574 | Time: 1619.36 ms [2020-12-24 13:12:54 main:581] : INFO : Epoch 1855 | loss: 0.0311512 | val_loss: 0.0311571 | Time: 1616.99 ms [2020-12-24 13:12:55 main:581] : INFO : Epoch 1856 | loss: 0.0311499 | val_loss: 0.0311592 | Time: 1612.65 ms [2020-12-24 13:12:57 main:581] : INFO : Epoch 1857 | loss: 0.0311522 | val_loss: 0.0311561 | Time: 1616.98 ms [2020-12-24 13:12:59 main:581] : INFO : Epoch 1858 | loss: 0.0311481 | val_loss: 0.0311561 | Time: 1640.69 ms [2020-12-24 13:13:00 main:581] : INFO : Epoch 1859 | loss: 0.03115 | val_loss: 0.0311596 | Time: 1648.18 ms [2020-12-24 13:13:02 main:581] : INFO : Epoch 1860 | loss: 0.0311474 | val_loss: 0.0311574 | Time: 1643.38 ms [2020-12-24 13:13:04 main:581] : INFO : Epoch 1861 | loss: 0.0311453 | val_loss: 0.0311566 | Time: 1641.63 ms [2020-12-24 13:13:05 main:581] : INFO : Epoch 1862 | loss: 0.031146 | val_loss: 0.0311557 | Time: 1629.65 ms [2020-12-24 13:13:07 main:581] : INFO : Epoch 1863 | loss: 0.0311454 | val_loss: 0.0311543 | Time: 1638.96 ms [2020-12-24 13:13:09 main:581] : INFO : Epoch 1864 | loss: 0.0311454 | val_loss: 0.0311563 | Time: 1631.57 ms [2020-12-24 13:13:10 main:581] : INFO : Epoch 1865 | loss: 0.0311437 | val_loss: 0.0311548 | Time: 1623.89 ms [2020-12-24 13:13:12 main:581] : INFO : Epoch 1866 | loss: 0.0311434 | val_loss: 0.0311559 | Time: 1616.8 ms [2020-12-24 13:13:13 main:581] : INFO : Epoch 1867 | loss: 0.0311441 | val_loss: 0.0311578 | Time: 1624.54 ms [2020-12-24 13:13:15 main:581] : INFO : Epoch 1868 | loss: 0.0311428 | val_loss: 0.031155 | Time: 1620.53 ms [2020-12-24 13:13:17 main:581] : INFO : Epoch 1869 | loss: 0.031142 | val_loss: 0.0311549 | Time: 1624.35 ms [2020-12-24 13:13:18 main:581] : INFO : Epoch 1870 | loss: 0.0311413 | val_loss: 0.0311606 | Time: 1618.55 ms [2020-12-24 13:13:20 main:581] : INFO : Epoch 1871 | loss: 0.0311453 | val_loss: 0.0311577 | Time: 1618.05 ms [2020-12-24 13:13:21 main:581] : INFO : Epoch 1872 | loss: 0.0311462 | val_loss: 0.0311582 | Time: 1611.71 ms [2020-12-24 13:13:23 main:581] : INFO : Epoch 1873 | loss: 0.0311499 | val_loss: 0.0311546 | Time: 1611.97 ms [2020-12-24 13:13:25 main:581] : INFO : Epoch 1874 | loss: 0.0311433 | val_loss: 0.0311568 | Time: 1620.2 ms [2020-12-24 13:13:26 main:581] : INFO : Epoch 1875 | loss: 0.0311416 | val_loss: 0.0311563 | Time: 1624.86 ms [2020-12-24 13:13:28 main:581] : INFO : Epoch 1876 | loss: 0.0311412 | val_loss: 0.0311594 | Time: 1622.27 ms [2020-12-24 13:13:30 main:581] : INFO : Epoch 1877 | loss: 0.0311396 | val_loss: 0.0311591 | Time: 1614.17 ms [2020-12-24 13:13:31 main:581] : INFO : Epoch 1878 | loss: 0.0311404 | val_loss: 0.0311551 | Time: 1624.65 ms [2020-12-24 13:13:33 main:581] : INFO : Epoch 1879 | loss: 0.0311389 | val_loss: 0.031156 | Time: 1623.65 ms [2020-12-24 13:13:34 main:581] : INFO : Epoch 1880 | loss: 0.0311404 | val_loss: 0.0311568 | Time: 1613.93 ms [2020-12-24 13:13:36 main:581] : INFO : Epoch 1881 | loss: 0.0311412 | val_loss: 0.031155 | Time: 1625.18 ms [2020-12-24 13:13:38 main:581] : INFO : Epoch 1882 | loss: 0.0311414 | val_loss: 0.0311533 | Time: 1623.66 ms [2020-12-24 13:13:39 main:581] : INFO : Epoch 1883 | loss: 0.0311388 | val_loss: 0.0311544 | Time: 1623.17 ms [2020-12-24 13:13:41 main:581] : INFO : Epoch 1884 | loss: 0.0311385 | val_loss: 0.0311554 | Time: 1618.15 ms [2020-12-24 13:13:43 main:581] : INFO : Epoch 1885 | loss: 0.031139 | val_loss: 0.0311568 | Time: 1619.39 ms [2020-12-24 13:13:44 main:581] : INFO : Epoch 1886 | loss: 0.03114 | val_loss: 0.0311546 | Time: 1621.06 ms [2020-12-24 13:13:46 main:581] : INFO : Epoch 1887 | loss: 0.0311395 | val_loss: 0.0311557 | Time: 1613.85 ms [2020-12-24 13:13:47 main:581] : INFO : Epoch 1888 | loss: 0.0311406 | val_loss: 0.0311579 | Time: 1623.97 ms [2020-12-24 13:13:49 main:581] : INFO : Epoch 1889 | loss: 0.0311391 | val_loss: 0.031156 | Time: 1621.38 ms [2020-12-24 13:13:51 main:581] : INFO : Epoch 1890 | loss: 0.0311372 | val_loss: 0.0311575 | Time: 1597.62 ms [2020-12-24 13:13:52 main:581] : INFO : Epoch 1891 | loss: 0.0311371 | val_loss: 0.0311555 | Time: 1617.47 ms [2020-12-24 13:13:54 main:581] : INFO : Epoch 1892 | loss: 0.0311355 | val_loss: 0.0311603 | Time: 1633.27 ms [2020-12-24 13:13:56 main:581] : INFO : Epoch 1893 | loss: 0.0311361 | val_loss: 0.0311542 | Time: 1631.51 ms [2020-12-24 13:13:57 main:581] : INFO : Epoch 1894 | loss: 0.0311346 | val_loss: 0.0311576 | Time: 1625.61 ms [2020-12-24 13:13:59 main:581] : INFO : Epoch 1895 | loss: 0.0311356 | val_loss: 0.0311605 | Time: 1613.45 ms [2020-12-24 13:14:00 main:581] : INFO : Epoch 1896 | loss: 0.0311351 | val_loss: 0.0311631 | Time: 1627.58 ms [2020-12-24 13:14:02 main:581] : INFO : Epoch 1897 | loss: 0.0311358 | val_loss: 0.0311568 | Time: 1615.61 ms [2020-12-24 13:14:04 main:581] : INFO : Epoch 1898 | loss: 0.0311386 | val_loss: 0.0311597 | Time: 1620.46 ms [2020-12-24 13:14:05 main:581] : INFO : Epoch 1899 | loss: 0.0311388 | val_loss: 0.0311592 | Time: 1616.1 ms [2020-12-24 13:14:07 main:581] : INFO : Epoch 1900 | loss: 0.0311392 | val_loss: 0.0311571 | Time: 1616.57 ms [2020-12-24 13:14:08 main:581] : INFO : Epoch 1901 | loss: 0.0311352 | val_loss: 0.031159 | Time: 1611.22 ms [2020-12-24 13:14:10 main:581] : INFO : Epoch 1902 | loss: 0.0311361 | val_loss: 0.0311625 | Time: 1614.02 ms [2020-12-24 13:14:12 main:581] : INFO : Epoch 1903 | loss: 0.0311381 | val_loss: 0.031154 | Time: 1620.62 ms [2020-12-24 13:14:13 main:581] : INFO : Epoch 1904 | loss: 0.0311406 | val_loss: 0.0311606 | Time: 1627.99 ms [2020-12-24 13:14:15 main:581] : INFO : Epoch 1905 | loss: 0.0311611 | val_loss: 0.0311669 | Time: 1649.84 ms [2020-12-24 13:14:17 main:581] : INFO : Epoch 1906 | loss: 0.0311531 | val_loss: 0.0311576 | Time: 1661.61 ms [2020-12-24 13:14:18 main:581] : INFO : Epoch 1907 | loss: 0.0311455 | val_loss: 0.0311553 | Time: 1648.32 ms [2020-12-24 13:14:20 main:581] : INFO : Epoch 1908 | loss: 0.0311429 | val_loss: 0.0311585 | Time: 1654.84 ms [2020-12-24 13:14:22 main:581] : INFO : Epoch 1909 | loss: 0.0311406 | val_loss: 0.0311646 | Time: 1661.88 ms [2020-12-24 13:14:23 main:581] : INFO : Epoch 1910 | loss: 0.0311425 | val_loss: 0.031156 | Time: 1664.38 ms [2020-12-24 13:14:25 main:581] : INFO : Epoch 1911 | loss: 0.031137 | val_loss: 0.0311598 | Time: 1664.7 ms [2020-12-24 13:14:27 main:581] : INFO : Epoch 1912 | loss: 0.0311355 | val_loss: 0.0311542 | Time: 1648.82 ms [2020-12-24 13:14:28 main:581] : INFO : Epoch 1913 | loss: 0.0311369 | val_loss: 0.031155 | Time: 1649.68 ms [2020-12-24 13:14:30 main:581] : INFO : Epoch 1914 | loss: 0.0311359 | val_loss: 0.0311571 | Time: 1650.17 ms [2020-12-24 13:14:32 main:581] : INFO : Epoch 1915 | loss: 0.0311367 | val_loss: 0.0311569 | Time: 1662.9 ms [2020-12-24 13:14:33 main:581] : INFO : Epoch 1916 | loss: 0.031135 | val_loss: 0.031159 | Time: 1650.18 ms [2020-12-24 13:14:35 main:581] : INFO : Epoch 1917 | loss: 0.0311388 | val_loss: 0.0311523 | Time: 1654.86 ms [2020-12-24 13:14:37 main:581] : INFO : Epoch 1918 | loss: 0.0311379 | val_loss: 0.0311606 | Time: 1667.36 ms [2020-12-24 13:14:38 main:581] : INFO : Epoch 1919 | loss: 0.0311371 | val_loss: 0.0311574 | Time: 1655.95 ms [2020-12-24 13:14:40 main:581] : INFO : Epoch 1920 | loss: 0.031136 | val_loss: 0.0311537 | Time: 1628.74 ms [2020-12-24 13:14:41 main:581] : INFO : Epoch 1921 | loss: 0.0311338 | val_loss: 0.0311564 | Time: 1625.4 ms [2020-12-24 13:14:43 main:581] : INFO : Epoch 1922 | loss: 0.031139 | val_loss: 0.0311525 | Time: 1628.77 ms [2020-12-24 13:14:45 main:581] : INFO : Epoch 1923 | loss: 0.0311435 | val_loss: 0.0311545 | Time: 1608.46 ms [2020-12-24 13:14:46 main:581] : INFO : Epoch 1924 | loss: 0.0311402 | val_loss: 0.0311542 | Time: 1602.33 ms [2020-12-24 13:14:48 main:581] : INFO : Epoch 1925 | loss: 0.0311372 | val_loss: 0.0311539 | Time: 1606.75 ms [2020-12-24 13:14:49 main:581] : INFO : Epoch 1926 | loss: 0.0311342 | val_loss: 0.0311549 | Time: 1612.94 ms [2020-12-24 13:14:51 main:581] : INFO : Epoch 1927 | loss: 0.0311348 | val_loss: 0.031155 | Time: 1608.72 ms [2020-12-24 13:14:53 main:581] : INFO : Epoch 1928 | loss: 0.0311336 | val_loss: 0.031156 | Time: 1623.52 ms [2020-12-24 13:14:54 main:581] : INFO : Epoch 1929 | loss: 0.0311337 | val_loss: 0.031156 | Time: 1602.08 ms [2020-12-24 13:14:56 main:581] : INFO : Epoch 1930 | loss: 0.0311318 | val_loss: 0.0311546 | Time: 1593.07 ms [2020-12-24 13:14:58 main:581] : INFO : Epoch 1931 | loss: 0.0311313 | val_loss: 0.0311559 | Time: 1600.94 ms [2020-12-24 13:14:59 main:581] : INFO : Epoch 1932 | loss: 0.0311313 | val_loss: 0.0311557 | Time: 1597.08 ms [2020-12-24 13:15:01 main:581] : INFO : Epoch 1933 | loss: 0.0311322 | val_loss: 0.0311636 | Time: 1606.26 ms [2020-12-24 13:15:02 main:581] : INFO : Epoch 1934 | loss: 0.0311345 | val_loss: 0.0311626 | Time: 1585.58 ms [2020-12-24 13:15:04 main:581] : INFO : Epoch 1935 | loss: 0.0311467 | val_loss: 0.0311614 | Time: 1591.02 ms [2020-12-24 13:15:05 main:581] : INFO : Epoch 1936 | loss: 0.0311449 | val_loss: 0.0311551 | Time: 1593.27 ms [2020-12-24 13:15:07 main:581] : INFO : Epoch 1937 | loss: 0.031139 | val_loss: 0.0311528 | Time: 1599.66 ms [2020-12-24 13:15:09 main:581] : INFO : Epoch 1938 | loss: 0.0311356 | val_loss: 0.031154 | Time: 1599.44 ms [2020-12-24 13:15:10 main:581] : INFO : Epoch 1939 | loss: 0.031132 | val_loss: 0.0311511 | Time: 1615.9 ms [2020-12-24 13:15:12 main:581] : INFO : Epoch 1940 | loss: 0.0311313 | val_loss: 0.0311529 | Time: 1656.11 ms [2020-12-24 13:15:14 main:581] : INFO : Epoch 1941 | loss: 0.0311353 | val_loss: 0.0311537 | Time: 1668.69 ms [2020-12-24 13:15:15 main:581] : INFO : Epoch 1942 | loss: 0.0311307 | val_loss: 0.0311529 | Time: 1655.68 ms [2020-12-24 13:15:17 main:581] : INFO : Epoch 1943 | loss: 0.0311301 | val_loss: 0.0311659 | Time: 1645.34 ms [2020-12-24 13:15:19 main:581] : INFO : Epoch 1944 | loss: 0.0311326 | val_loss: 0.0311562 | Time: 1645.18 ms [2020-12-24 13:15:20 main:581] : INFO : Epoch 1945 | loss: 0.0311291 | val_loss: 0.0311517 | Time: 1656.58 ms [2020-12-24 13:15:22 main:581] : INFO : Epoch 1946 | loss: 0.0311284 | val_loss: 0.0311524 | Time: 1656.67 ms [2020-12-24 13:15:24 main:581] : INFO : Epoch 1947 | loss: 0.0311267 | val_loss: 0.0311573 | Time: 1640.28 ms [2020-12-24 13:15:25 main:581] : INFO : Epoch 1948 | loss: 0.0311273 | val_loss: 0.0311513 | Time: 1620.47 ms [2020-12-24 13:15:27 main:581] : INFO : Epoch 1949 | loss: 0.0311386 | val_loss: 0.0311665 | Time: 1620.42 ms [2020-12-24 13:15:28 main:581] : INFO : Epoch 1950 | loss: 0.0311607 | val_loss: 0.0311618 | Time: 1610.96 ms [2020-12-24 13:15:30 main:581] : INFO : Epoch 1951 | loss: 0.0311562 | val_loss: 0.0311579 | Time: 1609.12 ms [2020-12-24 13:15:32 main:581] : INFO : Epoch 1952 | loss: 0.0311511 | val_loss: 0.0311585 | Time: 1604.95 ms [2020-12-24 13:15:33 main:581] : INFO : Epoch 1953 | loss: 0.0311523 | val_loss: 0.0311571 | Time: 1622.1 ms [2020-12-24 13:15:35 main:581] : INFO : Epoch 1954 | loss: 0.0311509 | val_loss: 0.0311571 | Time: 1631.85 ms [2020-12-24 13:15:36 main:581] : INFO : Epoch 1955 | loss: 0.0311487 | val_loss: 0.0311547 | Time: 1634.72 ms [2020-12-24 13:15:38 main:581] : INFO : Epoch 1956 | loss: 0.0311449 | val_loss: 0.0311519 | Time: 1634.18 ms [2020-12-24 13:15:40 main:581] : INFO : Epoch 1957 | loss: 0.0311419 | val_loss: 0.0311546 | Time: 1623.78 ms [2020-12-24 13:15:41 main:581] : INFO : Epoch 1958 | loss: 0.0311395 | val_loss: 0.0311521 | Time: 1611.15 ms [2020-12-24 13:15:43 main:581] : INFO : Epoch 1959 | loss: 0.031137 | val_loss: 0.0311532 | Time: 1606.06 ms [2020-12-24 13:15:45 main:581] : INFO : Epoch 1960 | loss: 0.0311351 | val_loss: 0.0311489 | Time: 1609.81 ms [2020-12-24 13:15:46 main:581] : INFO : Epoch 1961 | loss: 0.0311345 | val_loss: 0.0311545 | Time: 1618.43 ms [2020-12-24 13:15:48 main:581] : INFO : Epoch 1962 | loss: 0.0311365 | val_loss: 0.0311515 | Time: 1613.39 ms [2020-12-24 13:15:49 main:581] : INFO : Epoch 1963 | loss: 0.031136 | val_loss: 0.0311522 | Time: 1616.74 ms [2020-12-24 13:15:51 main:581] : INFO : Epoch 1964 | loss: 0.0311358 | val_loss: 0.0311507 | Time: 1615.68 ms [2020-12-24 13:15:53 main:581] : INFO : Epoch 1965 | loss: 0.0311369 | val_loss: 0.0311506 | Time: 1620.97 ms [2020-12-24 13:15:54 main:581] : INFO : Epoch 1966 | loss: 0.0311333 | val_loss: 0.0311508 | Time: 1628.82 ms [2020-12-24 13:15:56 main:581] : INFO : Epoch 1967 | loss: 0.0311333 | val_loss: 0.0311503 | Time: 1625.49 ms [2020-12-24 13:15:58 main:581] : INFO : Epoch 1968 | loss: 0.031133 | val_loss: 0.0311564 | Time: 1613.84 ms [2020-12-24 13:15:59 main:581] : INFO : Epoch 1969 | loss: 0.0311366 | val_loss: 0.0311509 | Time: 1611.62 ms [2020-12-24 13:16:01 main:581] : INFO : Epoch 1970 | loss: 0.031132 | val_loss: 0.0311519 | Time: 1629.12 ms [2020-12-24 13:16:02 main:581] : INFO : Epoch 1971 | loss: 0.0311317 | val_loss: 0.0311658 | Time: 1615.31 ms [2020-12-24 13:16:04 main:581] : INFO : Epoch 1972 | loss: 0.0311619 | val_loss: 0.031166 | Time: 1624.9 ms [2020-12-24 13:16:06 main:581] : INFO : Epoch 1973 | loss: 0.031152 | val_loss: 0.0311577 | Time: 1630.44 ms [2020-12-24 13:16:07 main:581] : INFO : Epoch 1974 | loss: 0.0311463 | val_loss: 0.0311524 | Time: 1632.13 ms [2020-12-24 13:16:09 main:581] : INFO : Epoch 1975 | loss: 0.0311492 | val_loss: 0.0311555 | Time: 1652.22 ms [2020-12-24 13:16:11 main:581] : INFO : Epoch 1976 | loss: 0.0311445 | val_loss: 0.0311522 | Time: 1633.4 ms [2020-12-24 13:16:12 main:581] : INFO : Epoch 1977 | loss: 0.0311376 | val_loss: 0.0311558 | Time: 1621.54 ms [2020-12-24 13:16:14 main:581] : INFO : Epoch 1978 | loss: 0.0311378 | val_loss: 0.0311624 | Time: 1623.96 ms [2020-12-24 13:16:15 main:581] : INFO : Epoch 1979 | loss: 0.0311374 | val_loss: 0.0311528 | Time: 1619.11 ms [2020-12-24 13:16:17 main:581] : INFO : Epoch 1980 | loss: 0.0311309 | val_loss: 0.0311502 | Time: 1629.58 ms [2020-12-24 13:16:19 main:581] : INFO : Epoch 1981 | loss: 0.0311316 | val_loss: 0.0311518 | Time: 1626.2 ms [2020-12-24 13:16:20 main:581] : INFO : Epoch 1982 | loss: 0.0311296 | val_loss: 0.0311558 | Time: 1626.94 ms [2020-12-24 13:16:22 main:581] : INFO : Epoch 1983 | loss: 0.0311298 | val_loss: 0.031156 | Time: 1620.39 ms [2020-12-24 13:16:24 main:581] : INFO : Epoch 1984 | loss: 0.0311317 | val_loss: 0.0311519 | Time: 1630.77 ms [2020-12-24 13:16:25 main:581] : INFO : Epoch 1985 | loss: 0.0311297 | val_loss: 0.0311528 | Time: 1619.48 ms [2020-12-24 13:16:27 main:581] : INFO : Epoch 1986 | loss: 0.0311273 | val_loss: 0.0311525 | Time: 1621.56 ms [2020-12-24 13:16:28 main:581] : INFO : Epoch 1987 | loss: 0.0311286 | val_loss: 0.0311542 | Time: 1624.57 ms [2020-12-24 13:16:30 main:581] : INFO : Epoch 1988 | loss: 0.0311407 | val_loss: 0.0311543 | Time: 1626.27 ms [2020-12-24 13:16:32 main:581] : INFO : Epoch 1989 | loss: 0.0311353 | val_loss: 0.0311538 | Time: 1628.46 ms [2020-12-24 13:16:33 main:581] : INFO : Epoch 1990 | loss: 0.0311328 | val_loss: 0.0311541 | Time: 1621.17 ms [2020-12-24 13:16:35 main:581] : INFO : Epoch 1991 | loss: 0.0311329 | val_loss: 0.0311517 | Time: 1618.09 ms [2020-12-24 13:16:37 main:581] : INFO : Epoch 1992 | loss: 0.0311324 | val_loss: 0.0311576 | Time: 1618.5 ms [2020-12-24 13:16:38 main:581] : INFO : Epoch 1993 | loss: 0.0311308 | val_loss: 0.0311536 | Time: 1637.47 ms [2020-12-24 13:16:40 main:581] : INFO : Epoch 1994 | loss: 0.0311282 | val_loss: 0.0311516 | Time: 1645.31 ms [2020-12-24 13:16:41 main:581] : INFO : Epoch 1995 | loss: 0.0311288 | val_loss: 0.0311506 | Time: 1647.63 ms [2020-12-24 13:16:43 main:581] : INFO : Epoch 1996 | loss: 0.0311278 | val_loss: 0.0311535 | Time: 1648.3 ms [2020-12-24 13:16:45 main:581] : INFO : Epoch 1997 | loss: 0.0311295 | val_loss: 0.0311514 | Time: 1646.64 ms [2020-12-24 13:16:46 main:581] : INFO : Epoch 1998 | loss: 0.0311266 | val_loss: 0.0311523 | Time: 1644.96 ms [2020-12-24 13:16:48 main:581] : INFO : Epoch 1999 | loss: 0.0311263 | val_loss: 0.0311612 | Time: 1656.09 ms [2020-12-24 13:16:50 main:581] : INFO : Epoch 2000 | loss: 0.0311283 | val_loss: 0.0311525 | Time: 1648.36 ms [2020-12-24 13:16:51 main:581] : INFO : Epoch 2001 | loss: 0.0311285 | val_loss: 0.0311593 | Time: 1633.19 ms [2020-12-24 13:16:53 main:581] : INFO : Epoch 2002 | loss: 0.031127 | val_loss: 0.0311549 | Time: 1634.31 ms [2020-12-24 13:16:55 main:581] : INFO : Epoch 2003 | loss: 0.0311247 | val_loss: 0.031157 | Time: 1634.29 ms [2020-12-24 13:16:56 main:581] : INFO : Epoch 2004 | loss: 0.031125 | val_loss: 0.0311584 | Time: 1633.85 ms [2020-12-24 13:16:58 main:581] : INFO : Epoch 2005 | loss: 0.0311221 | val_loss: 0.0311574 | Time: 1639.03 ms [2020-12-24 13:17:00 main:581] : INFO : Epoch 2006 | loss: 0.031124 | val_loss: 0.0311535 | Time: 1654.48 ms [2020-12-24 13:17:01 main:581] : INFO : Epoch 2007 | loss: 0.0311227 | val_loss: 0.0311609 | Time: 1656.68 ms [2020-12-24 13:17:03 main:581] : INFO : Epoch 2008 | loss: 0.0311238 | val_loss: 0.0311567 | Time: 1667.08 ms [2020-12-24 13:17:05 main:581] : INFO : Epoch 2009 | loss: 0.0311267 | val_loss: 0.0311562 | Time: 1648.37 ms [2020-12-24 13:17:06 main:581] : INFO : Epoch 2010 | loss: 0.0311283 | val_loss: 0.0311531 | Time: 1651.62 ms [2020-12-24 13:17:08 main:581] : INFO : Epoch 2011 | loss: 0.0311315 | val_loss: 0.0311574 | Time: 1658.6 ms [2020-12-24 13:17:09 main:581] : INFO : Epoch 2012 | loss: 0.03113 | val_loss: 0.0311531 | Time: 1651.22 ms [2020-12-24 13:17:11 main:581] : INFO : Epoch 2013 | loss: 0.0311587 | val_loss: 0.0311759 | Time: 1643.57 ms [2020-12-24 13:17:13 main:581] : INFO : Epoch 2014 | loss: 0.0311544 | val_loss: 0.0311563 | Time: 1643.79 ms [2020-12-24 13:17:14 main:581] : INFO : Epoch 2015 | loss: 0.0311399 | val_loss: 0.0311529 | Time: 1655.38 ms [2020-12-24 13:17:16 main:581] : INFO : Epoch 2016 | loss: 0.0311324 | val_loss: 0.031152 | Time: 1652.28 ms [2020-12-24 13:17:18 main:581] : INFO : Epoch 2017 | loss: 0.0311284 | val_loss: 0.0311516 | Time: 1643.07 ms [2020-12-24 13:17:19 main:581] : INFO : Epoch 2018 | loss: 0.0311279 | val_loss: 0.0311541 | Time: 1660.24 ms [2020-12-24 13:17:21 main:581] : INFO : Epoch 2019 | loss: 0.0311363 | val_loss: 0.0311704 | Time: 1649.31 ms [2020-12-24 13:17:23 main:581] : INFO : Epoch 2020 | loss: 0.0311398 | val_loss: 0.0311591 | Time: 1667.98 ms [2020-12-24 13:17:24 main:581] : INFO : Epoch 2021 | loss: 0.031133 | val_loss: 0.0311595 | Time: 1652.1 ms [2020-12-24 13:17:26 main:581] : INFO : Epoch 2022 | loss: 0.0311301 | val_loss: 0.0311528 | Time: 1658.45 ms [2020-12-24 13:17:28 main:581] : INFO : Epoch 2023 | loss: 0.0311307 | val_loss: 0.0311565 | Time: 1651.35 ms [2020-12-24 13:17:29 main:581] : INFO : Epoch 2024 | loss: 0.0311289 | val_loss: 0.0311524 | Time: 1660.76 ms [2020-12-24 13:17:31 main:581] : INFO : Epoch 2025 | loss: 0.0311252 | val_loss: 0.031153 | Time: 1656.32 ms [2020-12-24 13:17:33 main:581] : INFO : Epoch 2026 | loss: 0.0311248 | val_loss: 0.0311537 | Time: 1659.12 ms [2020-12-24 13:17:34 main:581] : INFO : Epoch 2027 | loss: 0.0311234 | val_loss: 0.0311565 | Time: 1648.5 ms [2020-12-24 13:17:36 main:581] : INFO : Epoch 2028 | loss: 0.0311232 | val_loss: 0.0311497 | Time: 1643.21 ms [2020-12-24 13:17:38 main:581] : INFO : Epoch 2029 | loss: 0.0311243 | val_loss: 0.0311567 | Time: 1652.39 ms [2020-12-24 13:17:39 main:581] : INFO : Epoch 2030 | loss: 0.0311287 | val_loss: 0.0311548 | Time: 1667.86 ms [2020-12-24 13:17:41 main:581] : INFO : Epoch 2031 | loss: 0.0311252 | val_loss: 0.0311512 | Time: 1658.69 ms [2020-12-24 13:17:43 main:581] : INFO : Epoch 2032 | loss: 0.0311254 | val_loss: 0.0311511 | Time: 1656 ms [2020-12-24 13:17:44 main:581] : INFO : Epoch 2033 | loss: 0.0311287 | val_loss: 0.0311551 | Time: 1660.19 ms [2020-12-24 13:17:46 main:581] : INFO : Epoch 2034 | loss: 0.0311251 | val_loss: 0.0311523 | Time: 1653.64 ms [2020-12-24 13:17:48 main:581] : INFO : Epoch 2035 | loss: 0.0311249 | val_loss: 0.0311573 | Time: 1654.81 ms [2020-12-24 13:17:49 main:581] : INFO : Epoch 2036 | loss: 0.0311255 | val_loss: 0.0311516 | Time: 1651.23 ms [2020-12-24 13:17:51 main:581] : INFO : Epoch 2037 | loss: 0.0311246 | val_loss: 0.0311556 | Time: 1660.21 ms [2020-12-24 13:17:52 main:581] : INFO : Epoch 2038 | loss: 0.0311218 | val_loss: 0.0311573 | Time: 1652.74 ms [2020-12-24 13:17:54 main:581] : INFO : Epoch 2039 | loss: 0.0311221 | val_loss: 0.0311524 | Time: 1654.44 ms [2020-12-24 13:17:56 main:581] : INFO : Epoch 2040 | loss: 0.0311206 | val_loss: 0.0311572 | Time: 1654.54 ms [2020-12-24 13:17:57 main:581] : INFO : Epoch 2041 | loss: 0.0311227 | val_loss: 0.0311516 | Time: 1619.74 ms [2020-12-24 13:17:59 main:581] : INFO : Epoch 2042 | loss: 0.0311221 | val_loss: 0.03116 | Time: 1617.35 ms [2020-12-24 13:18:01 main:581] : INFO : Epoch 2043 | loss: 0.0311274 | val_loss: 0.0311523 | Time: 1624.73 ms [2020-12-24 13:18:02 main:581] : INFO : Epoch 2044 | loss: 0.0311228 | val_loss: 0.0311527 | Time: 1615.31 ms [2020-12-24 13:18:04 main:581] : INFO : Epoch 2045 | loss: 0.0311234 | val_loss: 0.0311572 | Time: 1610.79 ms [2020-12-24 13:18:06 main:581] : INFO : Epoch 2046 | loss: 0.0311285 | val_loss: 0.0311491 | Time: 1615.16 ms [2020-12-24 13:18:07 main:581] : INFO : Epoch 2047 | loss: 0.0311286 | val_loss: 0.0311664 | Time: 1620.56 ms [2020-12-24 13:18:09 main:581] : INFO : Epoch 2048 | loss: 0.031126 | val_loss: 0.031149 | Time: 1620.38 ms [2020-12-24 13:18:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031149 [2020-12-24 13:18:09 main:610] : INFO : Saving end state to config to file [2020-12-24 13:18:09 main:615] : INFO : Success, exiting.. 13:18:09 (2972877): 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)