Task 7688447
| Name | ParityModified-1630358435-25951-3_1 |
| Workunit | 5136741 |
| Created | 29 Sep 2021, 4:09:22 UTC |
| Sent | 29 Sep 2021, 7:43:09 UTC |
| Report deadline | 6 Oct 2021, 7:43:09 UTC |
| Received | 29 Sep 2021, 22:44:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 56 min 5 sec |
| CPU time | 55 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> h 1542 | loss: 0.0311612 | val_loss: 0.0311835 | Time: 1637.48 ms [2021-09-29 18:26:15 main:574] : INFO : Epoch 1543 | loss: 0.0311639 | val_loss: 0.0311784 | Time: 1619.11 ms [2021-09-29 18:26:16 main:574] : INFO : Epoch 1544 | loss: 0.0311622 | val_loss: 0.0311769 | Time: 1630.83 ms [2021-09-29 18:26:18 main:574] : INFO : Epoch 1545 | loss: 0.0311627 | val_loss: 0.0311753 | Time: 1629.26 ms [2021-09-29 18:26:20 main:574] : INFO : Epoch 1546 | loss: 0.0311614 | val_loss: 0.0311804 | Time: 1652.02 ms [2021-09-29 18:26:21 main:574] : INFO : Epoch 1547 | loss: 0.0311617 | val_loss: 0.0311801 | Time: 1640.32 ms [2021-09-29 18:26:23 main:574] : INFO : Epoch 1548 | loss: 0.0311643 | val_loss: 0.031182 | Time: 1623.48 ms [2021-09-29 18:26:25 main:574] : INFO : Epoch 1549 | loss: 0.0311623 | val_loss: 0.0311778 | Time: 1642.44 ms [2021-09-29 18:26:26 main:574] : INFO : Epoch 1550 | loss: 0.031163 | val_loss: 0.0311768 | Time: 1633.56 ms [2021-09-29 18:26:28 main:574] : INFO : Epoch 1551 | loss: 0.0311672 | val_loss: 0.0311759 | Time: 1609.14 ms [2021-09-29 18:26:29 main:574] : INFO : Epoch 1552 | loss: 0.0311652 | val_loss: 0.0311745 | Time: 1613.28 ms [2021-09-29 18:26:31 main:574] : INFO : Epoch 1553 | loss: 0.0311627 | val_loss: 0.0311782 | Time: 1626.07 ms [2021-09-29 18:26:33 main:574] : INFO : Epoch 1554 | loss: 0.0311631 | val_loss: 0.0311757 | Time: 1620.46 ms [2021-09-29 18:26:34 main:574] : INFO : Epoch 1555 | loss: 0.0311602 | val_loss: 0.0311748 | Time: 1603.26 ms [2021-09-29 18:26:36 main:574] : INFO : Epoch 1556 | loss: 0.0311611 | val_loss: 0.0311777 | Time: 1661.81 ms [2021-09-29 18:26:38 main:574] : INFO : Epoch 1557 | loss: 0.0311615 | val_loss: 0.0311768 | Time: 1628.88 ms [2021-09-29 18:26:39 main:574] : INFO : Epoch 1558 | loss: 0.0311591 | val_loss: 0.0311779 | Time: 1647.53 ms [2021-09-29 18:26:41 main:574] : INFO : Epoch 1559 | loss: 0.0311595 | val_loss: 0.0311772 | Time: 1637.16 ms [2021-09-29 18:26:43 main:574] : INFO : Epoch 1560 | loss: 0.0311616 | val_loss: 0.0311765 | Time: 1629.88 ms [2021-09-29 18:26:44 main:574] : INFO : Epoch 1561 | loss: 0.0311682 | val_loss: 0.0311815 | Time: 1641.46 ms [2021-09-29 18:26:46 main:574] : INFO : Epoch 1562 | loss: 0.0311659 | val_loss: 0.0311778 | Time: 1618.33 ms [2021-09-29 18:26:47 main:574] : INFO : Epoch 1563 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 1598.68 ms [2021-09-29 18:26:49 main:574] : INFO : Epoch 1564 | loss: 0.0311649 | val_loss: 0.0311758 | Time: 1620.53 ms [2021-09-29 18:26:51 main:574] : INFO : Epoch 1565 | loss: 0.0311673 | val_loss: 0.0311795 | Time: 1627.76 ms [2021-09-29 18:26:52 main:574] : INFO : Epoch 1566 | loss: 0.0311707 | val_loss: 0.0311877 | Time: 1635.03 ms [2021-09-29 18:26:54 main:574] : INFO : Epoch 1567 | loss: 0.0311699 | val_loss: 0.0311807 | Time: 1639.13 ms [2021-09-29 18:26:56 main:574] : INFO : Epoch 1568 | loss: 0.0311638 | val_loss: 0.0311768 | Time: 1624.61 ms [2021-09-29 18:26:57 main:574] : INFO : Epoch 1569 | loss: 0.0311632 | val_loss: 0.0311776 | Time: 1635.61 ms [2021-09-29 18:26:59 main:574] : INFO : Epoch 1570 | loss: 0.0311645 | val_loss: 0.0311824 | Time: 1659.08 ms [2021-09-29 18:27:01 main:574] : INFO : Epoch 1571 | loss: 0.0311789 | val_loss: 0.0311834 | Time: 1634.21 ms [2021-09-29 18:27:02 main:574] : INFO : Epoch 1572 | loss: 0.0311804 | val_loss: 0.0311834 | Time: 1643.97 ms [2021-09-29 18:27:04 main:574] : INFO : Epoch 1573 | loss: 0.0311846 | val_loss: 0.0311994 | Time: 1626.48 ms [2021-09-29 18:27:05 main:574] : INFO : Epoch 1574 | loss: 0.0311873 | val_loss: 0.031183 | Time: 1600.42 ms [2021-09-29 18:27:07 main:574] : INFO : Epoch 1575 | loss: 0.0311819 | val_loss: 0.0311835 | Time: 1616.21 ms [2021-09-29 18:27:09 main:574] : INFO : Epoch 1576 | loss: 0.0311839 | val_loss: 0.0311901 | Time: 1625.16 ms [2021-09-29 18:27:10 main:574] : INFO : Epoch 1577 | loss: 0.0311804 | val_loss: 0.0311801 | Time: 1617.95 ms [2021-09-29 18:27:12 main:574] : INFO : Epoch 1578 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 1641.44 ms [2021-09-29 18:27:14 main:574] : INFO : Epoch 1579 | loss: 0.0311803 | val_loss: 0.0311861 | Time: 1639.12 ms [2021-09-29 18:27:15 main:574] : INFO : Epoch 1580 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 1634.33 ms [2021-09-29 18:27:17 main:574] : INFO : Epoch 1581 | loss: 0.0311762 | val_loss: 0.0311777 | Time: 1594.55 ms [2021-09-29 18:27:18 main:574] : INFO : Epoch 1582 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 1568.56 ms [2021-09-29 18:27:20 main:574] : INFO : Epoch 1583 | loss: 0.031179 | val_loss: 0.031183 | Time: 1555.43 ms [2021-09-29 18:27:22 main:574] : INFO : Epoch 1584 | loss: 0.0311769 | val_loss: 0.0311767 | Time: 1577.67 ms [2021-09-29 18:27:23 main:574] : INFO : Epoch 1585 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 1551.21 ms [2021-09-29 18:27:25 main:574] : INFO : Epoch 1586 | loss: 0.0311738 | val_loss: 0.0311767 | Time: 1602.79 ms [2021-09-29 18:27:26 main:574] : INFO : Epoch 1587 | loss: 0.0311745 | val_loss: 0.031177 | Time: 1563.16 ms [2021-09-29 18:27:28 main:574] : INFO : Epoch 1588 | loss: 0.0311744 | val_loss: 0.0311798 | Time: 1579.6 ms [2021-09-29 18:27:30 main:574] : INFO : Epoch 1589 | loss: 0.0311733 | val_loss: 0.0311757 | Time: 1604.8 ms [2021-09-29 18:27:31 main:574] : INFO : Epoch 1590 | loss: 0.0311724 | val_loss: 0.0311899 | Time: 1613.28 ms [2021-09-29 18:27:33 main:574] : INFO : Epoch 1591 | loss: 0.0311792 | val_loss: 0.0311788 | Time: 1597.2 ms [2021-09-29 18:27:34 main:574] : INFO : Epoch 1592 | loss: 0.0311794 | val_loss: 0.0311766 | Time: 1565.75 ms [2021-09-29 18:27:36 main:574] : INFO : Epoch 1593 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 1576.2 ms [2021-09-29 18:27:37 main:574] : INFO : Epoch 1594 | loss: 0.0311733 | val_loss: 0.0311762 | Time: 1600.27 ms [2021-09-29 18:27:39 main:574] : INFO : Epoch 1595 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 1589.09 ms [2021-09-29 18:27:41 main:574] : INFO : Epoch 1596 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 1581.64 ms [2021-09-29 18:27:42 main:574] : INFO : Epoch 1597 | loss: 0.0311717 | val_loss: 0.0311787 | Time: 1580.56 ms [2021-09-29 18:27:44 main:574] : INFO : Epoch 1598 | loss: 0.0311713 | val_loss: 0.0311763 | Time: 1642.73 ms [2021-09-29 18:27:46 main:574] : INFO : Epoch 1599 | loss: 0.0311731 | val_loss: 0.0311749 | Time: 1609.37 ms [2021-09-29 18:27:47 main:574] : INFO : Epoch 1600 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 1581.59 ms [2021-09-29 18:27:49 main:574] : INFO : Epoch 1601 | loss: 0.0311739 | val_loss: 0.0311765 | Time: 1576.11 ms [2021-09-29 18:27:50 main:574] : INFO : Epoch 1602 | loss: 0.0311729 | val_loss: 0.0311784 | Time: 1613.54 ms [2021-09-29 18:27:52 main:574] : INFO : Epoch 1603 | loss: 0.0311733 | val_loss: 0.0311796 | Time: 1614.14 ms [2021-09-29 18:27:54 main:574] : INFO : Epoch 1604 | loss: 0.0311731 | val_loss: 0.0311782 | Time: 1589.65 ms [2021-09-29 18:27:55 main:574] : INFO : Epoch 1605 | loss: 0.0311727 | val_loss: 0.031178 | Time: 1620.53 ms [2021-09-29 18:27:57 main:574] : INFO : Epoch 1606 | loss: 0.031173 | val_loss: 0.0311789 | Time: 1600.26 ms [2021-09-29 18:27:58 main:574] : INFO : Epoch 1607 | loss: 0.0311712 | val_loss: 0.0311784 | Time: 1576.06 ms [2021-09-29 18:28:00 main:574] : INFO : Epoch 1608 | loss: 0.0311707 | val_loss: 0.0311782 | Time: 1564.36 ms [2021-09-29 18:28:02 main:574] : INFO : Epoch 1609 | loss: 0.0311765 | val_loss: 0.0311835 | Time: 1613.76 ms [2021-09-29 18:28:03 main:574] : INFO : Epoch 1610 | loss: 0.0311774 | val_loss: 0.0311823 | Time: 1614.59 ms [2021-09-29 18:28:05 main:574] : INFO : Epoch 1611 | loss: 0.0311754 | val_loss: 0.0311749 | Time: 1581.58 ms [2021-09-29 18:28:06 main:574] : INFO : Epoch 1612 | loss: 0.0311736 | val_loss: 0.0311815 | Time: 1618.41 ms [2021-09-29 18:28:08 main:574] : INFO : Epoch 1613 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 1602 ms [2021-09-29 18:28:10 main:574] : INFO : Epoch 1614 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 1580.53 ms [2021-09-29 18:28:11 main:574] : INFO : Epoch 1615 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 1573.59 ms [2021-09-29 18:28:13 main:574] : INFO : Epoch 1616 | loss: 0.03117 | val_loss: 0.0311823 | Time: 1615.38 ms [2021-09-29 18:28:14 main:574] : INFO : Epoch 1617 | loss: 0.0311722 | val_loss: 0.0311884 | Time: 1553.79 ms [2021-09-29 18:28:16 main:574] : INFO : Epoch 1618 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 1598.6 ms [2021-09-29 18:28:18 main:574] : INFO : Epoch 1619 | loss: 0.0311724 | val_loss: 0.03118 | Time: 1609.36 ms [2021-09-29 18:28:19 main:574] : INFO : Epoch 1620 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 1567.14 ms [2021-09-29 18:28:21 main:574] : INFO : Epoch 1621 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 1575.21 ms [2021-09-29 18:28:22 main:574] : INFO : Epoch 1622 | loss: 0.0311698 | val_loss: 0.0311737 | Time: 1594.94 ms [2021-09-29 18:28:24 main:574] : INFO : Epoch 1623 | loss: 0.0311713 | val_loss: 0.031175 | Time: 1623.91 ms [2021-09-29 18:28:26 main:574] : INFO : Epoch 1624 | loss: 0.0311724 | val_loss: 0.0311778 | Time: 1586.89 ms [2021-09-29 18:28:27 main:574] : INFO : Epoch 1625 | loss: 0.0311738 | val_loss: 0.0311813 | Time: 1572.36 ms [2021-09-29 18:28:29 main:574] : INFO : Epoch 1626 | loss: 0.0311732 | val_loss: 0.0311782 | Time: 1572.51 ms [2021-09-29 18:28:30 main:574] : INFO : Epoch 1627 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 1546.15 ms [2021-09-29 18:28:32 main:574] : INFO : Epoch 1628 | loss: 0.0311763 | val_loss: 0.0311797 | Time: 1623.85 ms [2021-09-29 18:28:33 main:574] : INFO : Epoch 1629 | loss: 0.0311784 | val_loss: 0.0311783 | Time: 1567.89 ms [2021-09-29 18:28:35 main:574] : INFO : Epoch 1630 | loss: 0.03117 | val_loss: 0.0311824 | Time: 1584.88 ms [2021-09-29 18:28:37 main:574] : INFO : Epoch 1631 | loss: 0.0311687 | val_loss: 0.0311764 | Time: 1606.69 ms [2021-09-29 18:28:38 main:574] : INFO : Epoch 1632 | loss: 0.031169 | val_loss: 0.031183 | Time: 1607.51 ms [2021-09-29 18:28:40 main:574] : INFO : Epoch 1633 | loss: 0.031171 | val_loss: 0.03118 | Time: 1604.15 ms [2021-09-29 18:28:41 main:574] : INFO : Epoch 1634 | loss: 0.0311677 | val_loss: 0.0311773 | Time: 1581.88 ms [2021-09-29 18:28:43 main:574] : INFO : Epoch 1635 | loss: 0.0311685 | val_loss: 0.0311773 | Time: 1609.88 ms [2021-09-29 18:28:45 main:574] : INFO : Epoch 1636 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 1596.61 ms [2021-09-29 18:28:46 main:574] : INFO : Epoch 1637 | loss: 0.0311657 | val_loss: 0.0311773 | Time: 1576.51 ms [2021-09-29 18:28:48 main:574] : INFO : Epoch 1638 | loss: 0.0311661 | val_loss: 0.0311795 | Time: 1562.55 ms [2021-09-29 18:28:49 main:574] : INFO : Epoch 1639 | loss: 0.0311687 | val_loss: 0.0311777 | Time: 1573.77 ms [2021-09-29 18:28:51 main:574] : INFO : Epoch 1640 | loss: 0.0311724 | val_loss: 0.0311879 | Time: 1564.55 ms [2021-09-29 18:28:53 main:574] : INFO : Epoch 1641 | loss: 0.0311701 | val_loss: 0.031175 | Time: 1572.82 ms [2021-09-29 18:28:54 main:574] : INFO : Epoch 1642 | loss: 0.0311667 | val_loss: 0.0311815 | Time: 1596.37 ms [2021-09-29 18:28:56 main:574] : INFO : Epoch 1643 | loss: 0.0311666 | val_loss: 0.0311765 | Time: 1601.66 ms [2021-09-29 18:28:57 main:574] : INFO : Epoch 1644 | loss: 0.031166 | val_loss: 0.0311774 | Time: 1606.02 ms [2021-09-29 18:28:59 main:574] : INFO : Epoch 1645 | loss: 0.0311673 | val_loss: 0.0311785 | Time: 1632.85 ms [2021-09-29 18:29:01 main:574] : INFO : Epoch 1646 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 1622.8 ms [2021-09-29 18:29:02 main:574] : INFO : Epoch 1647 | loss: 0.0311669 | val_loss: 0.0311799 | Time: 1612 ms [2021-09-29 18:29:04 main:574] : INFO : Epoch 1648 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 1569.37 ms [2021-09-29 18:29:05 main:574] : INFO : Epoch 1649 | loss: 0.0311652 | val_loss: 0.031177 | Time: 1594.37 ms [2021-09-29 18:29:07 main:574] : INFO : Epoch 1650 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 1574.55 ms [2021-09-29 18:29:09 main:574] : INFO : Epoch 1651 | loss: 0.0311679 | val_loss: 0.0311776 | Time: 1580.63 ms [2021-09-29 18:29:10 main:574] : INFO : Epoch 1652 | loss: 0.0311681 | val_loss: 0.0311805 | Time: 1570.38 ms [2021-09-29 18:29:12 main:574] : INFO : Epoch 1653 | loss: 0.0311683 | val_loss: 0.0311769 | Time: 1597.38 ms [2021-09-29 18:29:13 main:574] : INFO : Epoch 1654 | loss: 0.0311679 | val_loss: 0.0311807 | Time: 1534.41 ms [2021-09-29 18:29:15 main:574] : INFO : Epoch 1655 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 1621.96 ms [2021-09-29 18:29:17 main:574] : INFO : Epoch 1656 | loss: 0.0311843 | val_loss: 0.031184 | Time: 1569.08 ms [2021-09-29 18:29:18 main:574] : INFO : Epoch 1657 | loss: 0.0311796 | val_loss: 0.0311814 | Time: 1535.65 ms [2021-09-29 18:29:20 main:574] : INFO : Epoch 1658 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 1577.37 ms [2021-09-29 18:29:21 main:574] : INFO : Epoch 1659 | loss: 0.0311742 | val_loss: 0.0311802 | Time: 1592.95 ms [2021-09-29 18:29:23 main:574] : INFO : Epoch 1660 | loss: 0.0311731 | val_loss: 0.0311789 | Time: 1594.64 ms [2021-09-29 18:29:24 main:574] : INFO : Epoch 1661 | loss: 0.0311723 | val_loss: 0.0311782 | Time: 1598.88 ms [2021-09-29 18:29:26 main:574] : INFO : Epoch 1662 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 1563.11 ms [2021-09-29 18:29:28 main:574] : INFO : Epoch 1663 | loss: 0.0311745 | val_loss: 0.0311783 | Time: 1594.88 ms [2021-09-29 18:29:29 main:574] : INFO : Epoch 1664 | loss: 0.0311708 | val_loss: 0.0311806 | Time: 1595.77 ms [2021-09-29 18:29:31 main:574] : INFO : Epoch 1665 | loss: 0.0311746 | val_loss: 0.0311821 | Time: 1580.04 ms [2021-09-29 18:29:32 main:574] : INFO : Epoch 1666 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 1591.27 ms [2021-09-29 18:29:34 main:574] : INFO : Epoch 1667 | loss: 0.0311696 | val_loss: 0.0311785 | Time: 1612.07 ms [2021-09-29 18:29:36 main:574] : INFO : Epoch 1668 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 1571.99 ms [2021-09-29 18:29:37 main:574] : INFO : Epoch 1669 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 1574.91 ms [2021-09-29 18:29:39 main:574] : INFO : Epoch 1670 | loss: 0.0311729 | val_loss: 0.0311806 | Time: 1581.08 ms [2021-09-29 18:29:40 main:574] : INFO : Epoch 1671 | loss: 0.0311743 | val_loss: 0.031181 | Time: 1547.46 ms [2021-09-29 18:29:42 main:574] : INFO : Epoch 1672 | loss: 0.0311772 | val_loss: 0.0311818 | Time: 1603.91 ms [2021-09-29 18:29:44 main:574] : INFO : Epoch 1673 | loss: 0.0311801 | val_loss: 0.0311762 | Time: 1570.6 ms [2021-09-29 18:29:45 main:574] : INFO : Epoch 1674 | loss: 0.0311778 | val_loss: 0.0311873 | Time: 1576.36 ms [2021-09-29 18:29:47 main:574] : INFO : Epoch 1675 | loss: 0.0311732 | val_loss: 0.0311756 | Time: 1601.56 ms [2021-09-29 18:29:48 main:574] : INFO : Epoch 1676 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 1598.1 ms [2021-09-29 18:29:50 main:574] : INFO : Epoch 1677 | loss: 0.0311756 | val_loss: 0.0311782 | Time: 1567.26 ms [2021-09-29 18:29:51 main:574] : INFO : Epoch 1678 | loss: 0.0311744 | val_loss: 0.0311765 | Time: 1577.95 ms [2021-09-29 18:29:53 main:574] : INFO : Epoch 1679 | loss: 0.0311734 | val_loss: 0.0311741 | Time: 1602.57 ms [2021-09-29 18:29:55 main:574] : INFO : Epoch 1680 | loss: 0.0311715 | val_loss: 0.0311752 | Time: 1597.71 ms [2021-09-29 18:29:56 main:574] : INFO : Epoch 1681 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 1587.37 ms [2021-09-29 18:29:58 main:574] : INFO : Epoch 1682 | loss: 0.0311752 | val_loss: 0.0311971 | Time: 1600.36 ms [2021-09-29 18:29:59 main:574] : INFO : Epoch 1683 | loss: 0.031174 | val_loss: 0.0311801 | Time: 1581.27 ms [2021-09-29 18:30:01 main:574] : INFO : Epoch 1684 | loss: 0.0311702 | val_loss: 0.0311768 | Time: 1586.54 ms [2021-09-29 18:30:03 main:574] : INFO : Epoch 1685 | loss: 0.0311712 | val_loss: 0.0311757 | Time: 1583.79 ms [2021-09-29 18:30:04 main:574] : INFO : Epoch 1686 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 1596.24 ms [2021-09-29 18:30:06 main:574] : INFO : Epoch 1687 | loss: 0.0311723 | val_loss: 0.031181 | Time: 1613.76 ms [2021-09-29 18:30:08 main:574] : INFO : Epoch 1688 | loss: 0.0311698 | val_loss: 0.031175 | Time: 1629.19 ms [2021-09-29 18:30:09 main:574] : INFO : Epoch 1689 | loss: 0.0311732 | val_loss: 0.0311821 | Time: 1607.05 ms [2021-09-29 18:30:11 main:574] : INFO : Epoch 1690 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 1554.49 ms [2021-09-29 18:30:12 main:574] : INFO : Epoch 1691 | loss: 0.031168 | val_loss: 0.0311878 | Time: 1577.03 ms [2021-09-29 18:30:14 main:574] : INFO : Epoch 1692 | loss: 0.0311729 | val_loss: 0.0311809 | Time: 1556.02 ms [2021-09-29 18:30:15 main:574] : INFO : Epoch 1693 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 1554.92 ms [2021-09-29 18:30:17 main:574] : INFO : Epoch 1694 | loss: 0.0311697 | val_loss: 0.0311777 | Time: 1599.01 ms [2021-09-29 18:30:19 main:574] : INFO : Epoch 1695 | loss: 0.0311671 | val_loss: 0.031176 | Time: 1588.72 ms [2021-09-29 18:30:20 main:574] : INFO : Epoch 1696 | loss: 0.0311699 | val_loss: 0.0311831 | Time: 1586.15 ms [2021-09-29 18:30:22 main:574] : INFO : Epoch 1697 | loss: 0.0311682 | val_loss: 0.0311828 | Time: 1594.73 ms [2021-09-29 18:30:23 main:574] : INFO : Epoch 1698 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 1569.93 ms [2021-09-29 18:30:25 main:574] : INFO : Epoch 1699 | loss: 0.0311681 | val_loss: 0.031177 | Time: 1586.02 ms [2021-09-29 18:30:27 main:574] : INFO : Epoch 1700 | loss: 0.0311786 | val_loss: 0.031178 | Time: 1597.21 ms [2021-09-29 18:30:28 main:574] : INFO : Epoch 1701 | loss: 0.0311774 | val_loss: 0.0311775 | Time: 1591.62 ms [2021-09-29 18:30:30 main:574] : INFO : Epoch 1702 | loss: 0.0311758 | val_loss: 0.0311779 | Time: 1524.17 ms [2021-09-29 18:30:31 main:574] : INFO : Epoch 1703 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 1603.01 ms [2021-09-29 18:30:33 main:574] : INFO : Epoch 1704 | loss: 0.0311742 | val_loss: 0.0311848 | Time: 1564.88 ms [2021-09-29 18:30:35 main:574] : INFO : Epoch 1705 | loss: 0.031175 | val_loss: 0.0311748 | Time: 1603.18 ms [2021-09-29 18:30:36 main:574] : INFO : Epoch 1706 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 1568.9 ms [2021-09-29 18:30:38 main:574] : INFO : Epoch 1707 | loss: 0.0311732 | val_loss: 0.0311821 | Time: 1612.44 ms [2021-09-29 18:30:39 main:574] : INFO : Epoch 1708 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 1602.97 ms [2021-09-29 18:30:41 main:574] : INFO : Epoch 1709 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 1603.95 ms [2021-09-29 18:30:43 main:574] : INFO : Epoch 1710 | loss: 0.031172 | val_loss: 0.0311766 | Time: 1614.56 ms [2021-09-29 18:30:44 main:574] : INFO : Epoch 1711 | loss: 0.0311767 | val_loss: 0.0311809 | Time: 1591.34 ms [2021-09-29 18:30:46 main:574] : INFO : Epoch 1712 | loss: 0.0311766 | val_loss: 0.0311741 | Time: 1606.14 ms [2021-09-29 18:30:47 main:574] : INFO : Epoch 1713 | loss: 0.0311738 | val_loss: 0.0311767 | Time: 1555.79 ms [2021-09-29 18:30:49 main:574] : INFO : Epoch 1714 | loss: 0.0311745 | val_loss: 0.0311779 | Time: 1572.42 ms [2021-09-29 18:30:50 main:574] : INFO : Epoch 1715 | loss: 0.031175 | val_loss: 0.0311854 | Time: 1561.04 ms [2021-09-29 18:30:52 main:574] : INFO : Epoch 1716 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 1596.01 ms [2021-09-29 18:30:54 main:574] : INFO : Epoch 1717 | loss: 0.0311736 | val_loss: 0.0311742 | Time: 1619.36 ms [2021-09-29 18:30:55 main:574] : INFO : Epoch 1718 | loss: 0.0311716 | val_loss: 0.031173 | Time: 1572.66 ms [2021-09-29 18:30:57 main:574] : INFO : Epoch 1719 | loss: 0.0311709 | val_loss: 0.0311726 | Time: 1576.61 ms [2021-09-29 18:30:58 main:574] : INFO : Epoch 1720 | loss: 0.0311702 | val_loss: 0.0311729 | Time: 1590.42 ms [2021-09-29 18:31:00 main:574] : INFO : Epoch 1721 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 1590.38 ms [2021-09-29 18:31:02 main:574] : INFO : Epoch 1722 | loss: 0.0311714 | val_loss: 0.0311744 | Time: 1608.02 ms [2021-09-29 18:31:03 main:574] : INFO : Epoch 1723 | loss: 0.0311707 | val_loss: 0.0311761 | Time: 1600.39 ms [2021-09-29 18:31:05 main:574] : INFO : Epoch 1724 | loss: 0.0311705 | val_loss: 0.0311833 | Time: 1555.56 ms [2021-09-29 18:31:06 main:574] : INFO : Epoch 1725 | loss: 0.03117 | val_loss: 0.0311734 | Time: 1558.45 ms [2021-09-29 18:31:08 main:574] : INFO : Epoch 1726 | loss: 0.031168 | val_loss: 0.031177 | Time: 1585.17 ms [2021-09-29 18:31:10 main:574] : INFO : Epoch 1727 | loss: 0.0311692 | val_loss: 0.0311826 | Time: 1525.89 ms [2021-09-29 18:31:11 main:574] : INFO : Epoch 1728 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 1610.4 ms [2021-09-29 18:31:13 main:574] : INFO : Epoch 1729 | loss: 0.0311682 | val_loss: 0.0311795 | Time: 1576.35 ms [2021-09-29 18:31:14 main:574] : INFO : Epoch 1730 | loss: 0.0311679 | val_loss: 0.0311748 | Time: 1629.64 ms [2021-09-29 18:31:16 main:574] : INFO : Epoch 1731 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 1558.78 ms [2021-09-29 18:31:17 main:574] : INFO : Epoch 1732 | loss: 0.0311754 | val_loss: 0.0311768 | Time: 1574.12 ms [2021-09-29 18:31:19 main:574] : INFO : Epoch 1733 | loss: 0.031175 | val_loss: 0.0311746 | Time: 1627.27 ms [2021-09-29 18:31:21 main:574] : INFO : Epoch 1734 | loss: 0.0311737 | val_loss: 0.0311762 | Time: 1569.7 ms [2021-09-29 18:31:22 main:574] : INFO : Epoch 1735 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 1581.21 ms [2021-09-29 18:31:24 main:574] : INFO : Epoch 1736 | loss: 0.0311722 | val_loss: 0.0311741 | Time: 1571.5 ms [2021-09-29 18:31:25 main:574] : INFO : Epoch 1737 | loss: 0.0311711 | val_loss: 0.0311739 | Time: 1551.85 ms [2021-09-29 18:31:27 main:574] : INFO : Epoch 1738 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 1608.96 ms [2021-09-29 18:31:29 main:574] : INFO : Epoch 1739 | loss: 0.0311706 | val_loss: 0.0311732 | Time: 1582.19 ms [2021-09-29 18:31:30 main:574] : INFO : Epoch 1740 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 1616.22 ms [2021-09-29 18:31:32 main:574] : INFO : Epoch 1741 | loss: 0.031171 | val_loss: 0.0311789 | Time: 1617.34 ms [2021-09-29 18:31:34 main:574] : INFO : Epoch 1742 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 1638.18 ms [2021-09-29 18:31:35 main:574] : INFO : Epoch 1743 | loss: 0.031168 | val_loss: 0.0311738 | Time: 1644.77 ms [2021-09-29 18:31:37 main:574] : INFO : Epoch 1744 | loss: 0.0311683 | val_loss: 0.0311761 | Time: 1593.69 ms [2021-09-29 18:31:38 main:574] : INFO : Epoch 1745 | loss: 0.0311677 | val_loss: 0.0311741 | Time: 1625.69 ms [2021-09-29 18:31:40 main:574] : INFO : Epoch 1746 | loss: 0.0311687 | val_loss: 0.0311758 | Time: 1634.17 ms [2021-09-29 18:31:42 main:574] : INFO : Epoch 1747 | loss: 0.0311686 | val_loss: 0.031176 | Time: 1647.85 ms [2021-09-29 18:31:43 main:574] : INFO : Epoch 1748 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 1623.07 ms [2021-09-29 18:31:45 main:574] : INFO : Epoch 1749 | loss: 0.0311708 | val_loss: 0.0311791 | Time: 1640.95 ms [2021-09-29 18:31:47 main:574] : INFO : Epoch 1750 | loss: 0.0311681 | val_loss: 0.0311807 | Time: 1622.38 ms [2021-09-29 18:31:48 main:574] : INFO : Epoch 1751 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 1619.75 ms [2021-09-29 18:31:50 main:574] : INFO : Epoch 1752 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 1639.38 ms [2021-09-29 18:31:52 main:574] : INFO : Epoch 1753 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 1629.12 ms [2021-09-29 18:31:53 main:574] : INFO : Epoch 1754 | loss: 0.0311659 | val_loss: 0.031178 | Time: 1633.87 ms [2021-09-29 18:31:55 main:574] : INFO : Epoch 1755 | loss: 0.0311678 | val_loss: 0.031173 | Time: 1643.32 ms [2021-09-29 18:31:56 main:574] : INFO : Epoch 1756 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 1617.94 ms [2021-09-29 18:31:58 main:574] : INFO : Epoch 1757 | loss: 0.0311663 | val_loss: 0.031175 | Time: 1623.99 ms [2021-09-29 18:32:00 main:574] : INFO : Epoch 1758 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 1625.78 ms [2021-09-29 18:32:01 main:574] : INFO : Epoch 1759 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 1613.67 ms [2021-09-29 18:32:03 main:574] : INFO : Epoch 1760 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 1592.27 ms [2021-09-29 18:32:05 main:574] : INFO : Epoch 1761 | loss: 0.0311652 | val_loss: 0.0311732 | Time: 1635.32 ms [2021-09-29 18:32:06 main:574] : INFO : Epoch 1762 | loss: 0.0311671 | val_loss: 0.031173 | Time: 1610.56 ms [2021-09-29 18:32:08 main:574] : INFO : Epoch 1763 | loss: 0.0311679 | val_loss: 0.0311755 | Time: 1630.83 ms [2021-09-29 18:32:09 main:574] : INFO : Epoch 1764 | loss: 0.0311677 | val_loss: 0.0311753 | Time: 1592.25 ms [2021-09-29 18:32:11 main:574] : INFO : Epoch 1765 | loss: 0.031167 | val_loss: 0.0311771 | Time: 1621 ms [2021-09-29 18:32:13 main:574] : INFO : Epoch 1766 | loss: 0.0311698 | val_loss: 0.0311791 | Time: 1614.66 ms [2021-09-29 18:32:14 main:574] : INFO : Epoch 1767 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 1641.67 ms [2021-09-29 18:32:16 main:574] : INFO : Epoch 1768 | loss: 0.0311654 | val_loss: 0.031176 | Time: 1614.02 ms [2021-09-29 18:32:18 main:574] : INFO : Epoch 1769 | loss: 0.0311654 | val_loss: 0.0311767 | Time: 1643.44 ms [2021-09-29 18:32:19 main:574] : INFO : Epoch 1770 | loss: 0.0311676 | val_loss: 0.0311826 | Time: 1631.53 ms [2021-09-29 18:32:21 main:574] : INFO : Epoch 1771 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 1617.31 ms [2021-09-29 18:32:22 main:574] : INFO : Epoch 1772 | loss: 0.0311644 | val_loss: 0.0311746 | Time: 1620.47 ms [2021-09-29 18:32:24 main:574] : INFO : Epoch 1773 | loss: 0.0311643 | val_loss: 0.031177 | Time: 1608.13 ms [2021-09-29 18:32:26 main:574] : INFO : Epoch 1774 | loss: 0.0311659 | val_loss: 0.0311779 | Time: 1626.91 ms [2021-09-29 18:32:27 main:574] : INFO : Epoch 1775 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1623.54 ms [2021-09-29 18:32:29 main:574] : INFO : Epoch 1776 | loss: 0.0311685 | val_loss: 0.0311759 | Time: 1578.81 ms [2021-09-29 18:32:31 main:574] : INFO : Epoch 1777 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 1613.91 ms [2021-09-29 18:32:32 main:574] : INFO : Epoch 1778 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 1610.19 ms [2021-09-29 18:32:34 main:574] : INFO : Epoch 1779 | loss: 0.0311665 | val_loss: 0.0311772 | Time: 1628.26 ms [2021-09-29 18:32:35 main:574] : INFO : Epoch 1780 | loss: 0.0311724 | val_loss: 0.0311757 | Time: 1634.96 ms [2021-09-29 18:32:37 main:574] : INFO : Epoch 1781 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 1619.63 ms [2021-09-29 18:32:39 main:574] : INFO : Epoch 1782 | loss: 0.0311684 | val_loss: 0.031178 | Time: 1628.47 ms [2021-09-29 18:32:40 main:574] : INFO : Epoch 1783 | loss: 0.0311712 | val_loss: 0.0311793 | Time: 1613.18 ms [2021-09-29 18:32:42 main:574] : INFO : Epoch 1784 | loss: 0.0311677 | val_loss: 0.0311737 | Time: 1632.15 ms [2021-09-29 18:32:44 main:574] : INFO : Epoch 1785 | loss: 0.0311658 | val_loss: 0.0311766 | Time: 1645.32 ms [2021-09-29 18:32:45 main:574] : INFO : Epoch 1786 | loss: 0.0311658 | val_loss: 0.0311743 | Time: 1630.62 ms [2021-09-29 18:32:47 main:574] : INFO : Epoch 1787 | loss: 0.0311657 | val_loss: 0.0311758 | Time: 1627.59 ms [2021-09-29 18:32:48 main:574] : INFO : Epoch 1788 | loss: 0.0311663 | val_loss: 0.0311775 | Time: 1598.8 ms [2021-09-29 18:32:50 main:574] : INFO : Epoch 1789 | loss: 0.031166 | val_loss: 0.031177 | Time: 1620.23 ms [2021-09-29 18:32:52 main:574] : INFO : Epoch 1790 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 1627.35 ms [2021-09-29 18:32:53 main:574] : INFO : Epoch 1791 | loss: 0.0311654 | val_loss: 0.0311768 | Time: 1609.52 ms [2021-09-29 18:32:55 main:574] : INFO : Epoch 1792 | loss: 0.0311673 | val_loss: 0.031178 | Time: 1615.15 ms [2021-09-29 18:32:57 main:574] : INFO : Epoch 1793 | loss: 0.0311663 | val_loss: 0.0311772 | Time: 1639.51 ms [2021-09-29 18:32:58 main:574] : INFO : Epoch 1794 | loss: 0.0311657 | val_loss: 0.0311765 | Time: 1622.78 ms [2021-09-29 18:33:00 main:574] : INFO : Epoch 1795 | loss: 0.0311676 | val_loss: 0.0311756 | Time: 1665.22 ms [2021-09-29 18:33:02 main:574] : INFO : Epoch 1796 | loss: 0.0311719 | val_loss: 0.031194 | Time: 1636.67 ms [2021-09-29 18:33:03 main:574] : INFO : Epoch 1797 | loss: 0.0311969 | val_loss: 0.0312163 | Time: 1613.05 ms [2021-09-29 18:33:05 main:574] : INFO : Epoch 1798 | loss: 0.0311804 | val_loss: 0.0311879 | Time: 1639.69 ms [2021-09-29 18:33:06 main:574] : INFO : Epoch 1799 | loss: 0.0311709 | val_loss: 0.0311839 | Time: 1596.11 ms [2021-09-29 18:33:08 main:574] : INFO : Epoch 1800 | loss: 0.0311743 | val_loss: 0.031186 | Time: 1606.07 ms [2021-09-29 18:33:10 main:574] : INFO : Epoch 1801 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 1606.4 ms [2021-09-29 18:33:11 main:574] : INFO : Epoch 1802 | loss: 0.0311712 | val_loss: 0.0311766 | Time: 1634.19 ms [2021-09-29 18:33:13 main:574] : INFO : Epoch 1803 | loss: 0.0311738 | val_loss: 0.031175 | Time: 1640.48 ms [2021-09-29 18:33:15 main:574] : INFO : Epoch 1804 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 1632.76 ms [2021-09-29 18:33:16 main:574] : INFO : Epoch 1805 | loss: 0.0311703 | val_loss: 0.0311772 | Time: 1640.78 ms [2021-09-29 18:33:18 main:574] : INFO : Epoch 1806 | loss: 0.0311699 | val_loss: 0.0311795 | Time: 1635.67 ms [2021-09-29 18:33:19 main:574] : INFO : Epoch 1807 | loss: 0.0311699 | val_loss: 0.0311808 | Time: 1603.57 ms [2021-09-29 18:33:21 main:574] : INFO : Epoch 1808 | loss: 0.0311752 | val_loss: 0.0311753 | Time: 1621.35 ms [2021-09-29 18:33:23 main:574] : INFO : Epoch 1809 | loss: 0.0311697 | val_loss: 0.0311784 | Time: 1632.95 ms [2021-09-29 18:33:24 main:574] : INFO : Epoch 1810 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 1621.46 ms [2021-09-29 18:33:26 main:574] : INFO : Epoch 1811 | loss: 0.031167 | val_loss: 0.0311743 | Time: 1631.51 ms [2021-09-29 18:33:28 main:574] : INFO : Epoch 1812 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 1626.2 ms [2021-09-29 18:33:29 main:574] : INFO : Epoch 1813 | loss: 0.0311754 | val_loss: 0.0311797 | Time: 1633.08 ms [2021-09-29 18:33:31 main:574] : INFO : Epoch 1814 | loss: 0.0311753 | val_loss: 0.0311751 | Time: 1629.66 ms [2021-09-29 18:33:33 main:574] : INFO : Epoch 1815 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 1595.46 ms [2021-09-29 18:33:34 main:574] : INFO : Epoch 1816 | loss: 0.031171 | val_loss: 0.0311761 | Time: 1613.36 ms [2021-09-29 18:33:36 main:574] : INFO : Epoch 1817 | loss: 0.0311787 | val_loss: 0.0311822 | Time: 1613.17 ms [2021-09-29 18:33:37 main:574] : INFO : Epoch 1818 | loss: 0.0311795 | val_loss: 0.031185 | Time: 1638.24 ms [2021-09-29 18:33:39 main:574] : INFO : Epoch 1819 | loss: 0.0311789 | val_loss: 0.0311861 | Time: 1610.42 ms [2021-09-29 18:33:41 main:574] : INFO : Epoch 1820 | loss: 0.0311788 | val_loss: 0.0311853 | Time: 1606.67 ms [2021-09-29 18:33:42 main:574] : INFO : Epoch 1821 | loss: 0.0311761 | val_loss: 0.0311841 | Time: 1606.2 ms [2021-09-29 18:33:44 main:574] : INFO : Epoch 1822 | loss: 0.0311743 | val_loss: 0.0311812 | Time: 1616.4 ms [2021-09-29 18:33:45 main:574] : INFO : Epoch 1823 | loss: 0.0311732 | val_loss: 0.0311822 | Time: 1581.93 ms [2021-09-29 18:33:47 main:574] : INFO : Epoch 1824 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 1610.79 ms [2021-09-29 18:33:49 main:574] : INFO : Epoch 1825 | loss: 0.0311721 | val_loss: 0.0311814 | Time: 1632.37 ms [2021-09-29 18:33:50 main:574] : INFO : Epoch 1826 | loss: 0.0311718 | val_loss: 0.0311804 | Time: 1615.3 ms [2021-09-29 18:33:52 main:574] : INFO : Epoch 1827 | loss: 0.0311696 | val_loss: 0.0311796 | Time: 1631.1 ms [2021-09-29 18:33:54 main:574] : INFO : Epoch 1828 | loss: 0.0311703 | val_loss: 0.031185 | Time: 1630.2 ms [2021-09-29 18:33:55 main:574] : INFO : Epoch 1829 | loss: 0.0311716 | val_loss: 0.0311799 | Time: 1605.51 ms [2021-09-29 18:33:57 main:574] : INFO : Epoch 1830 | loss: 0.0311698 | val_loss: 0.0311821 | Time: 1632.64 ms [2021-09-29 18:33:59 main:574] : INFO : Epoch 1831 | loss: 0.0311707 | val_loss: 0.0311846 | Time: 1641.64 ms [2021-09-29 18:34:00 main:574] : INFO : Epoch 1832 | loss: 0.0311698 | val_loss: 0.0311821 | Time: 1580.75 ms [2021-09-29 18:34:02 main:574] : INFO : Epoch 1833 | loss: 0.0311703 | val_loss: 0.0311802 | Time: 1604.09 ms [2021-09-29 18:34:03 main:574] : INFO : Epoch 1834 | loss: 0.0311722 | val_loss: 0.0311819 | Time: 1627.96 ms [2021-09-29 18:34:05 main:574] : INFO : Epoch 1835 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 1613.82 ms [2021-09-29 18:34:07 main:574] : INFO : Epoch 1836 | loss: 0.0311667 | val_loss: 0.031183 | Time: 1615.64 ms [2021-09-29 18:34:08 main:574] : INFO : Epoch 1837 | loss: 0.0311676 | val_loss: 0.0311795 | Time: 1627.26 ms [2021-09-29 18:34:10 main:574] : INFO : Epoch 1838 | loss: 0.0311663 | val_loss: 0.0311805 | Time: 1634.37 ms [2021-09-29 18:34:12 main:574] : INFO : Epoch 1839 | loss: 0.0311668 | val_loss: 0.0311813 | Time: 1635.24 ms [2021-09-29 18:34:13 main:574] : INFO : Epoch 1840 | loss: 0.0311681 | val_loss: 0.031181 | Time: 1594.58 ms [2021-09-29 18:34:15 main:574] : INFO : Epoch 1841 | loss: 0.0311656 | val_loss: 0.0311789 | Time: 1628.63 ms [2021-09-29 18:34:16 main:574] : INFO : Epoch 1842 | loss: 0.0311696 | val_loss: 0.0311805 | Time: 1614.62 ms [2021-09-29 18:34:18 main:574] : INFO : Epoch 1843 | loss: 0.0311691 | val_loss: 0.0311789 | Time: 1622.19 ms [2021-09-29 18:34:20 main:574] : INFO : Epoch 1844 | loss: 0.0311706 | val_loss: 0.0311825 | Time: 1616.32 ms [2021-09-29 18:34:21 main:574] : INFO : Epoch 1845 | loss: 0.0311687 | val_loss: 0.0311792 | Time: 1621.08 ms [2021-09-29 18:34:23 main:574] : INFO : Epoch 1846 | loss: 0.031166 | val_loss: 0.0311809 | Time: 1621.03 ms [2021-09-29 18:34:24 main:574] : INFO : Epoch 1847 | loss: 0.0311664 | val_loss: 0.0311777 | Time: 1600.88 ms [2021-09-29 18:34:26 main:574] : INFO : Epoch 1848 | loss: 0.0311665 | val_loss: 0.0311775 | Time: 1623.98 ms [2021-09-29 18:34:28 main:574] : INFO : Epoch 1849 | loss: 0.0311685 | val_loss: 0.0311794 | Time: 1622.09 ms [2021-09-29 18:34:29 main:574] : INFO : Epoch 1850 | loss: 0.0311677 | val_loss: 0.0311781 | Time: 1656.46 ms [2021-09-29 18:34:31 main:574] : INFO : Epoch 1851 | loss: 0.0311705 | val_loss: 0.0311867 | Time: 1625.83 ms [2021-09-29 18:34:33 main:574] : INFO : Epoch 1852 | loss: 0.0311697 | val_loss: 0.0311795 | Time: 1630.56 ms [2021-09-29 18:34:34 main:574] : INFO : Epoch 1853 | loss: 0.0311686 | val_loss: 0.0311795 | Time: 1621.1 ms [2021-09-29 18:34:36 main:574] : INFO : Epoch 1854 | loss: 0.0311676 | val_loss: 0.0311788 | Time: 1629.12 ms [2021-09-29 18:34:38 main:574] : INFO : Epoch 1855 | loss: 0.0311664 | val_loss: 0.0311816 | Time: 1613.18 ms [2021-09-29 18:34:39 main:574] : INFO : Epoch 1856 | loss: 0.031166 | val_loss: 0.0311826 | Time: 1635.25 ms [2021-09-29 18:34:41 main:574] : INFO : Epoch 1857 | loss: 0.031167 | val_loss: 0.0311815 | Time: 1625.97 ms [2021-09-29 18:34:42 main:574] : INFO : Epoch 1858 | loss: 0.0311665 | val_loss: 0.0311794 | Time: 1608.94 ms [2021-09-29 18:34:44 main:574] : INFO : Epoch 1859 | loss: 0.0311656 | val_loss: 0.0311805 | Time: 1623.19 ms [2021-09-29 18:34:46 main:574] : INFO : Epoch 1860 | loss: 0.0311668 | val_loss: 0.0311803 | Time: 1599.42 ms [2021-09-29 18:34:47 main:574] : INFO : Epoch 1861 | loss: 0.0311665 | val_loss: 0.0311804 | Time: 1662.25 ms [2021-09-29 18:34:49 main:574] : INFO : Epoch 1862 | loss: 0.031165 | val_loss: 0.0311817 | Time: 1622.75 ms [2021-09-29 18:34:51 main:574] : INFO : Epoch 1863 | loss: 0.0311691 | val_loss: 0.0311808 | Time: 1636.48 ms [2021-09-29 18:34:52 main:574] : INFO : Epoch 1864 | loss: 0.0311673 | val_loss: 0.0311785 | Time: 1637.05 ms [2021-09-29 18:34:54 main:574] : INFO : Epoch 1865 | loss: 0.0311675 | val_loss: 0.031183 | Time: 1627.27 ms [2021-09-29 18:34:56 main:574] : INFO : Epoch 1866 | loss: 0.0311678 | val_loss: 0.0311783 | Time: 1619.23 ms [2021-09-29 18:34:57 main:574] : INFO : Epoch 1867 | loss: 0.0311679 | val_loss: 0.0311771 | Time: 1646.14 ms [2021-09-29 18:34:59 main:574] : INFO : Epoch 1868 | loss: 0.0311678 | val_loss: 0.0311795 | Time: 1614.39 ms [2021-09-29 18:35:00 main:574] : INFO : Epoch 1869 | loss: 0.0311637 | val_loss: 0.0311832 | Time: 1633 ms [2021-09-29 18:35:02 main:574] : INFO : Epoch 1870 | loss: 0.0311676 | val_loss: 0.0311811 | Time: 1621.89 ms [2021-09-29 18:35:04 main:574] : INFO : Epoch 1871 | loss: 0.0311655 | val_loss: 0.0311788 | Time: 1610.29 ms [2021-09-29 18:35:05 main:574] : INFO : Epoch 1872 | loss: 0.0311662 | val_loss: 0.0311807 | Time: 1622.94 ms [2021-09-29 18:35:07 main:574] : INFO : Epoch 1873 | loss: 0.0311642 | val_loss: 0.031177 | Time: 1631.89 ms [2021-09-29 18:35:09 main:574] : INFO : Epoch 1874 | loss: 0.0311647 | val_loss: 0.0311824 | Time: 1616.51 ms [2021-09-29 18:35:10 main:574] : INFO : Epoch 1875 | loss: 0.0311638 | val_loss: 0.0311748 | Time: 1622.48 ms [2021-09-29 18:35:12 main:574] : INFO : Epoch 1876 | loss: 0.0311614 | val_loss: 0.0311729 | Time: 1623.1 ms [2021-09-29 18:35:13 main:574] : INFO : Epoch 1877 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 1633.74 ms [2021-09-29 18:35:15 main:574] : INFO : Epoch 1878 | loss: 0.0311644 | val_loss: 0.0311798 | Time: 1621.55 ms [2021-09-29 18:35:17 main:574] : INFO : Epoch 1879 | loss: 0.0311633 | val_loss: 0.0311757 | Time: 1622.23 ms [2021-09-29 18:35:18 main:574] : INFO : Epoch 1880 | loss: 0.0311633 | val_loss: 0.0311757 | Time: 1615.41 ms [2021-09-29 18:35:20 main:574] : INFO : Epoch 1881 | loss: 0.0311643 | val_loss: 0.0311796 | Time: 1628.14 ms [2021-09-29 18:35:22 main:574] : INFO : Epoch 1882 | loss: 0.0311643 | val_loss: 0.031183 | Time: 1569.02 ms [2021-09-29 18:35:23 main:574] : INFO : Epoch 1883 | loss: 0.0311649 | val_loss: 0.0311792 | Time: 1635.66 ms [2021-09-29 18:35:25 main:574] : INFO : Epoch 1884 | loss: 0.0311682 | val_loss: 0.031181 | Time: 1620.88 ms [2021-09-29 18:35:26 main:574] : INFO : Epoch 1885 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 1641.03 ms [2021-09-29 18:35:28 main:574] : INFO : Epoch 1886 | loss: 0.031167 | val_loss: 0.0311764 | Time: 1617.03 ms [2021-09-29 18:35:30 main:574] : INFO : Epoch 1887 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 1634.83 ms [2021-09-29 18:35:31 main:574] : INFO : Epoch 1888 | loss: 0.031164 | val_loss: 0.0311761 | Time: 1615.53 ms [2021-09-29 18:35:33 main:574] : INFO : Epoch 1889 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 1616.84 ms [2021-09-29 18:35:35 main:574] : INFO : Epoch 1890 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 1621.83 ms [2021-09-29 18:35:36 main:574] : INFO : Epoch 1891 | loss: 0.031176 | val_loss: 0.0311767 | Time: 1622.4 ms [2021-09-29 18:35:38 main:574] : INFO : Epoch 1892 | loss: 0.0311678 | val_loss: 0.0311798 | Time: 1616.59 ms [2021-09-29 18:35:40 main:574] : INFO : Epoch 1893 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 1635.83 ms [2021-09-29 18:35:41 main:574] : INFO : Epoch 1894 | loss: 0.0311681 | val_loss: 0.0311803 | Time: 1618.73 ms [2021-09-29 18:35:43 main:574] : INFO : Epoch 1895 | loss: 0.0311661 | val_loss: 0.0311806 | Time: 1616.98 ms [2021-09-29 18:35:44 main:574] : INFO : Epoch 1896 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 1637.82 ms [2021-09-29 18:35:46 main:574] : INFO : Epoch 1897 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 1592.3 ms [2021-09-29 18:35:48 main:574] : INFO : Epoch 1898 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 1590.45 ms [2021-09-29 18:35:49 main:574] : INFO : Epoch 1899 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 1631.23 ms [2021-09-29 18:35:51 main:574] : INFO : Epoch 1900 | loss: 0.0311652 | val_loss: 0.0311755 | Time: 1609.94 ms [2021-09-29 18:35:52 main:574] : INFO : Epoch 1901 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 1606.83 ms [2021-09-29 18:35:54 main:574] : INFO : Epoch 1902 | loss: 0.0311685 | val_loss: 0.0311774 | Time: 1639.4 ms [2021-09-29 18:35:56 main:574] : INFO : Epoch 1903 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 1599.81 ms [2021-09-29 18:35:57 main:574] : INFO : Epoch 1904 | loss: 0.0311746 | val_loss: 0.03118 | Time: 1612.58 ms [2021-09-29 18:35:59 main:574] : INFO : Epoch 1905 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 1610.42 ms [2021-09-29 18:36:01 main:574] : INFO : Epoch 1906 | loss: 0.0311732 | val_loss: 0.0311796 | Time: 1610.19 ms [2021-09-29 18:36:02 main:574] : INFO : Epoch 1907 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 1617.56 ms [2021-09-29 18:36:04 main:574] : INFO : Epoch 1908 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 1616.8 ms [2021-09-29 18:36:05 main:574] : INFO : Epoch 1909 | loss: 0.0311694 | val_loss: 0.0311751 | Time: 1645.84 ms [2021-09-29 18:36:07 main:574] : INFO : Epoch 1910 | loss: 0.0311693 | val_loss: 0.031175 | Time: 1627.53 ms [2021-09-29 18:36:09 main:574] : INFO : Epoch 1911 | loss: 0.0311683 | val_loss: 0.0311744 | Time: 1614.16 ms [2021-09-29 18:36:10 main:574] : INFO : Epoch 1912 | loss: 0.0311694 | val_loss: 0.0311741 | Time: 1640.62 ms [2021-09-29 18:36:12 main:574] : INFO : Epoch 1913 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 1625.03 ms [2021-09-29 18:36:14 main:574] : INFO : Epoch 1914 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 1629.32 ms [2021-09-29 18:36:15 main:574] : INFO : Epoch 1915 | loss: 0.0311706 | val_loss: 0.0311808 | Time: 1594.59 ms [2021-09-29 18:36:17 main:574] : INFO : Epoch 1916 | loss: 0.0311716 | val_loss: 0.0311754 | Time: 1604.47 ms [2021-09-29 18:36:18 main:574] : INFO : Epoch 1917 | loss: 0.0311672 | val_loss: 0.0311727 | Time: 1613.18 ms [2021-09-29 18:36:20 main:574] : INFO : Epoch 1918 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 1646.13 ms [2021-09-29 18:36:22 main:574] : INFO : Epoch 1919 | loss: 0.0311662 | val_loss: 0.0311751 | Time: 1637.08 ms [2021-09-29 18:36:23 main:574] : INFO : Epoch 1920 | loss: 0.0311668 | val_loss: 0.0311742 | Time: 1627.11 ms [2021-09-29 18:36:25 main:574] : INFO : Epoch 1921 | loss: 0.0311651 | val_loss: 0.0311732 | Time: 1622.78 ms [2021-09-29 18:36:27 main:574] : INFO : Epoch 1922 | loss: 0.0311666 | val_loss: 0.0311881 | Time: 1656.66 ms [2021-09-29 18:36:28 main:574] : INFO : Epoch 1923 | loss: 0.0311657 | val_loss: 0.0311751 | Time: 1653.95 ms [2021-09-29 18:36:30 main:574] : INFO : Epoch 1924 | loss: 0.0311666 | val_loss: 0.0311838 | Time: 1629.28 ms [2021-09-29 18:36:32 main:574] : INFO : Epoch 1925 | loss: 0.0311704 | val_loss: 0.0311787 | Time: 1592.06 ms [2021-09-29 18:36:33 main:574] : INFO : Epoch 1926 | loss: 0.0311675 | val_loss: 0.0311737 | Time: 1596.94 ms [2021-09-29 18:36:35 main:574] : INFO : Epoch 1927 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 1586.11 ms [2021-09-29 18:36:36 main:574] : INFO : Epoch 1928 | loss: 0.0311664 | val_loss: 0.0311756 | Time: 1617.66 ms [2021-09-29 18:36:38 main:574] : INFO : Epoch 1929 | loss: 0.0311671 | val_loss: 0.0311772 | Time: 1634.87 ms [2021-09-29 18:36:40 main:574] : INFO : Epoch 1930 | loss: 0.0311659 | val_loss: 0.0311801 | Time: 1621.11 ms [2021-09-29 18:36:41 main:574] : INFO : Epoch 1931 | loss: 0.0311696 | val_loss: 0.0311759 | Time: 1614.95 ms [2021-09-29 18:36:43 main:574] : INFO : Epoch 1932 | loss: 0.0311674 | val_loss: 0.031179 | Time: 1640.81 ms [2021-09-29 18:36:45 main:574] : INFO : Epoch 1933 | loss: 0.0311668 | val_loss: 0.0311757 | Time: 1626.09 ms [2021-09-29 18:36:46 main:574] : INFO : Epoch 1934 | loss: 0.0311661 | val_loss: 0.031176 | Time: 1622.31 ms [2021-09-29 18:36:48 main:574] : INFO : Epoch 1935 | loss: 0.031165 | val_loss: 0.0311771 | Time: 1618.07 ms [2021-09-29 18:36:49 main:574] : INFO : Epoch 1936 | loss: 0.0311673 | val_loss: 0.0311778 | Time: 1624.2 ms [2021-09-29 18:36:51 main:574] : INFO : Epoch 1937 | loss: 0.031167 | val_loss: 0.0311807 | Time: 1578.03 ms [2021-09-29 18:36:53 main:574] : INFO : Epoch 1938 | loss: 0.0311663 | val_loss: 0.0311774 | Time: 1638.2 ms [2021-09-29 18:36:54 main:574] : INFO : Epoch 1939 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 1627.08 ms [2021-09-29 18:36:56 main:574] : INFO : Epoch 1940 | loss: 0.0311787 | val_loss: 0.0311887 | Time: 1611.62 ms [2021-09-29 18:36:58 main:574] : INFO : Epoch 1941 | loss: 0.0311779 | val_loss: 0.0311787 | Time: 1593.63 ms [2021-09-29 18:36:59 main:574] : INFO : Epoch 1942 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 1617.95 ms [2021-09-29 18:37:01 main:574] : INFO : Epoch 1943 | loss: 0.0311697 | val_loss: 0.031178 | Time: 1658.26 ms [2021-09-29 18:37:02 main:574] : INFO : Epoch 1944 | loss: 0.0311722 | val_loss: 0.0311742 | Time: 1637.65 ms [2021-09-29 18:37:04 main:574] : INFO : Epoch 1945 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 1644.04 ms [2021-09-29 18:37:06 main:574] : INFO : Epoch 1946 | loss: 0.031168 | val_loss: 0.0311793 | Time: 1628.15 ms [2021-09-29 18:37:07 main:574] : INFO : Epoch 1947 | loss: 0.0311674 | val_loss: 0.0311734 | Time: 1617.6 ms [2021-09-29 18:37:09 main:574] : INFO : Epoch 1948 | loss: 0.0311689 | val_loss: 0.0311782 | Time: 1610.9 ms [2021-09-29 18:37:11 main:574] : INFO : Epoch 1949 | loss: 0.0311691 | val_loss: 0.0311773 | Time: 1633.43 ms [2021-09-29 18:37:12 main:574] : INFO : Epoch 1950 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 1631.95 ms [2021-09-29 18:37:14 main:574] : INFO : Epoch 1951 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 1632.89 ms [2021-09-29 18:37:16 main:574] : INFO : Epoch 1952 | loss: 0.0311723 | val_loss: 0.0311784 | Time: 1596.09 ms [2021-09-29 18:37:17 main:574] : INFO : Epoch 1953 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 1606.83 ms [2021-09-29 18:37:19 main:574] : INFO : Epoch 1954 | loss: 0.031172 | val_loss: 0.0311789 | Time: 1631.38 ms [2021-09-29 18:37:20 main:574] : INFO : Epoch 1955 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 1599.2 ms [2021-09-29 18:37:22 main:574] : INFO : Epoch 1956 | loss: 0.0311765 | val_loss: 0.0311865 | Time: 1624.4 ms [2021-09-29 18:37:24 main:574] : INFO : Epoch 1957 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 1639.05 ms [2021-09-29 18:37:25 main:574] : INFO : Epoch 1958 | loss: 0.0311712 | val_loss: 0.0311777 | Time: 1697.62 ms [2021-09-29 18:37:27 main:574] : INFO : Epoch 1959 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 1740.48 ms [2021-09-29 18:37:29 main:574] : INFO : Epoch 1960 | loss: 0.0311697 | val_loss: 0.0311823 | Time: 1739.23 ms [2021-09-29 18:37:31 main:574] : INFO : Epoch 1961 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 1638.43 ms [2021-09-29 18:37:32 main:574] : INFO : Epoch 1962 | loss: 0.0311709 | val_loss: 0.0311789 | Time: 1639.6 ms [2021-09-29 18:37:34 main:574] : INFO : Epoch 1963 | loss: 0.0311708 | val_loss: 0.0311789 | Time: 1634.77 ms [2021-09-29 18:37:35 main:574] : INFO : Epoch 1964 | loss: 0.0311735 | val_loss: 0.0311841 | Time: 1627.03 ms [2021-09-29 18:37:37 main:574] : INFO : Epoch 1965 | loss: 0.0311762 | val_loss: 0.0311842 | Time: 1608.54 ms [2021-09-29 18:37:39 main:574] : INFO : Epoch 1966 | loss: 0.0311829 | val_loss: 0.0312001 | Time: 1592.19 ms [2021-09-29 18:37:40 main:574] : INFO : Epoch 1967 | loss: 0.0311774 | val_loss: 0.0311825 | Time: 1615.57 ms [2021-09-29 18:37:42 main:574] : INFO : Epoch 1968 | loss: 0.0311747 | val_loss: 0.0311892 | Time: 1634.35 ms [2021-09-29 18:37:44 main:574] : INFO : Epoch 1969 | loss: 0.0311751 | val_loss: 0.0311826 | Time: 1646.06 ms [2021-09-29 18:37:45 main:574] : INFO : Epoch 1970 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 1617.06 ms [2021-09-29 18:37:47 main:574] : INFO : Epoch 1971 | loss: 0.0311686 | val_loss: 0.0311785 | Time: 1615.63 ms [2021-09-29 18:37:48 main:574] : INFO : Epoch 1972 | loss: 0.0311708 | val_loss: 0.031177 | Time: 1605.71 ms [2021-09-29 18:37:50 main:574] : INFO : Epoch 1973 | loss: 0.0311703 | val_loss: 0.0311771 | Time: 1622.72 ms [2021-09-29 18:37:52 main:574] : INFO : Epoch 1974 | loss: 0.031169 | val_loss: 0.0311779 | Time: 1632.2 ms [2021-09-29 18:37:53 main:574] : INFO : Epoch 1975 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 1618.35 ms [2021-09-29 18:37:55 main:574] : INFO : Epoch 1976 | loss: 0.0311695 | val_loss: 0.0311803 | Time: 1647.68 ms [2021-09-29 18:37:57 main:574] : INFO : Epoch 1977 | loss: 0.0311677 | val_loss: 0.0311777 | Time: 1613.28 ms [2021-09-29 18:37:58 main:574] : INFO : Epoch 1978 | loss: 0.0311682 | val_loss: 0.0311784 | Time: 1593.43 ms [2021-09-29 18:38:00 main:574] : INFO : Epoch 1979 | loss: 0.0311701 | val_loss: 0.0311779 | Time: 1611.74 ms [2021-09-29 18:38:01 main:574] : INFO : Epoch 1980 | loss: 0.0311712 | val_loss: 0.0311801 | Time: 1616.72 ms [2021-09-29 18:38:03 main:574] : INFO : Epoch 1981 | loss: 0.0311706 | val_loss: 0.0311804 | Time: 1644.77 ms [2021-09-29 18:38:05 main:574] : INFO : Epoch 1982 | loss: 0.0311702 | val_loss: 0.0311757 | Time: 1629.49 ms [2021-09-29 18:38:06 main:574] : INFO : Epoch 1983 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 1616.66 ms [2021-09-29 18:38:08 main:574] : INFO : Epoch 1984 | loss: 0.0311679 | val_loss: 0.0311791 | Time: 1642.04 ms [2021-09-29 18:38:10 main:574] : INFO : Epoch 1985 | loss: 0.0311695 | val_loss: 0.0311778 | Time: 1628.34 ms [2021-09-29 18:38:11 main:574] : INFO : Epoch 1986 | loss: 0.0311693 | val_loss: 0.0311793 | Time: 1638.61 ms [2021-09-29 18:38:13 main:574] : INFO : Epoch 1987 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 1653.46 ms [2021-09-29 18:38:15 main:574] : INFO : Epoch 1988 | loss: 0.0311685 | val_loss: 0.0311785 | Time: 1612.9 ms [2021-09-29 18:38:16 main:574] : INFO : Epoch 1989 | loss: 0.0311657 | val_loss: 0.0311788 | Time: 1626.53 ms [2021-09-29 18:38:18 main:574] : INFO : Epoch 1990 | loss: 0.0311654 | val_loss: 0.0311761 | Time: 1635.34 ms [2021-09-29 18:38:19 main:574] : INFO : Epoch 1991 | loss: 0.0311649 | val_loss: 0.0311773 | Time: 1608.06 ms [2021-09-29 18:38:21 main:574] : INFO : Epoch 1992 | loss: 0.0311666 | val_loss: 0.0311798 | Time: 1617.23 ms [2021-09-29 18:38:23 main:574] : INFO : Epoch 1993 | loss: 0.0311667 | val_loss: 0.0311759 | Time: 1614.53 ms [2021-09-29 18:38:24 main:574] : INFO : Epoch 1994 | loss: 0.0311643 | val_loss: 0.0311768 | Time: 1628.21 ms [2021-09-29 18:38:26 main:574] : INFO : Epoch 1995 | loss: 0.0311667 | val_loss: 0.0311772 | Time: 1640.42 ms [2021-09-29 18:38:28 main:574] : INFO : Epoch 1996 | loss: 0.0311655 | val_loss: 0.0311793 | Time: 1618.22 ms [2021-09-29 18:38:29 main:574] : INFO : Epoch 1997 | loss: 0.0311653 | val_loss: 0.0311747 | Time: 1607.26 ms [2021-09-29 18:38:31 main:574] : INFO : Epoch 1998 | loss: 0.0311644 | val_loss: 0.0311792 | Time: 1616.67 ms [2021-09-29 18:38:32 main:574] : INFO : Epoch 1999 | loss: 0.0311636 | val_loss: 0.0311756 | Time: 1605.63 ms [2021-09-29 18:38:34 main:574] : INFO : Epoch 2000 | loss: 0.0311645 | val_loss: 0.0311763 | Time: 1629.33 ms [2021-09-29 18:38:36 main:574] : INFO : Epoch 2001 | loss: 0.0311634 | val_loss: 0.0311757 | Time: 1632.49 ms [2021-09-29 18:38:37 main:574] : INFO : Epoch 2002 | loss: 0.0311642 | val_loss: 0.0311776 | Time: 1597.08 ms [2021-09-29 18:38:39 main:574] : INFO : Epoch 2003 | loss: 0.0311665 | val_loss: 0.0311813 | Time: 1633.35 ms [2021-09-29 18:38:41 main:574] : INFO : Epoch 2004 | loss: 0.0311695 | val_loss: 0.0311874 | Time: 1619.16 ms [2021-09-29 18:38:42 main:574] : INFO : Epoch 2005 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 1585.36 ms [2021-09-29 18:38:44 main:574] : INFO : Epoch 2006 | loss: 0.0311667 | val_loss: 0.0311779 | Time: 1610.18 ms [2021-09-29 18:38:45 main:574] : INFO : Epoch 2007 | loss: 0.0311682 | val_loss: 0.0311786 | Time: 1627.99 ms [2021-09-29 18:38:47 main:574] : INFO : Epoch 2008 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 1615.6 ms [2021-09-29 18:38:49 main:574] : INFO : Epoch 2009 | loss: 0.0311683 | val_loss: 0.0311798 | Time: 1604.32 ms [2021-09-29 18:38:50 main:574] : INFO : Epoch 2010 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 1645.98 ms [2021-09-29 18:38:52 main:574] : INFO : Epoch 2011 | loss: 0.0311661 | val_loss: 0.0311754 | Time: 1604.37 ms [2021-09-29 18:38:54 main:574] : INFO : Epoch 2012 | loss: 0.031165 | val_loss: 0.031175 | Time: 1635.71 ms [2021-09-29 18:38:55 main:574] : INFO : Epoch 2013 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 1640.88 ms [2021-09-29 18:38:57 main:574] : INFO : Epoch 2014 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 1640.35 ms [2021-09-29 18:38:59 main:574] : INFO : Epoch 2015 | loss: 0.0311677 | val_loss: 0.0311795 | Time: 1650.81 ms [2021-09-29 18:39:00 main:574] : INFO : Epoch 2016 | loss: 0.0311665 | val_loss: 0.0311763 | Time: 1606.98 ms [2021-09-29 18:39:02 main:574] : INFO : Epoch 2017 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 1622.43 ms [2021-09-29 18:39:03 main:574] : INFO : Epoch 2018 | loss: 0.0311674 | val_loss: 0.0311747 | Time: 1615.58 ms [2021-09-29 18:39:05 main:574] : INFO : Epoch 2019 | loss: 0.0311648 | val_loss: 0.0311756 | Time: 1621.93 ms [2021-09-29 18:39:07 main:574] : INFO : Epoch 2020 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 1572.67 ms [2021-09-29 18:39:08 main:574] : INFO : Epoch 2021 | loss: 0.0311651 | val_loss: 0.0311761 | Time: 1637.51 ms [2021-09-29 18:39:10 main:574] : INFO : Epoch 2022 | loss: 0.0311646 | val_loss: 0.0311816 | Time: 1629.37 ms [2021-09-29 18:39:11 main:574] : INFO : Epoch 2023 | loss: 0.0311651 | val_loss: 0.0311823 | Time: 1609.75 ms [2021-09-29 18:39:13 main:574] : INFO : Epoch 2024 | loss: 0.0311646 | val_loss: 0.0311768 | Time: 1625.08 ms [2021-09-29 18:39:15 main:574] : INFO : Epoch 2025 | loss: 0.0311644 | val_loss: 0.0311816 | Time: 1653.91 ms [2021-09-29 18:39:16 main:574] : INFO : Epoch 2026 | loss: 0.0311641 | val_loss: 0.0311762 | Time: 1640.02 ms [2021-09-29 18:39:18 main:574] : INFO : Epoch 2027 | loss: 0.0311646 | val_loss: 0.0311793 | Time: 1604.74 ms [2021-09-29 18:39:20 main:574] : INFO : Epoch 2028 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 1632.37 ms [2021-09-29 18:39:21 main:574] : INFO : Epoch 2029 | loss: 0.0311635 | val_loss: 0.0311779 | Time: 1601.84 ms [2021-09-29 18:39:23 main:574] : INFO : Epoch 2030 | loss: 0.0311663 | val_loss: 0.0311784 | Time: 1592.99 ms [2021-09-29 18:39:24 main:574] : INFO : Epoch 2031 | loss: 0.0311641 | val_loss: 0.0311769 | Time: 1619.36 ms [2021-09-29 18:39:26 main:574] : INFO : Epoch 2032 | loss: 0.0311639 | val_loss: 0.0311791 | Time: 1630.41 ms [2021-09-29 18:39:28 main:574] : INFO : Epoch 2033 | loss: 0.0311653 | val_loss: 0.0311794 | Time: 1646.95 ms [2021-09-29 18:39:29 main:574] : INFO : Epoch 2034 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 1616.96 ms [2021-09-29 18:39:31 main:574] : INFO : Epoch 2035 | loss: 0.0311659 | val_loss: 0.0311781 | Time: 1605.94 ms [2021-09-29 18:39:33 main:574] : INFO : Epoch 2036 | loss: 0.0311665 | val_loss: 0.0311767 | Time: 1607.55 ms [2021-09-29 18:39:34 main:574] : INFO : Epoch 2037 | loss: 0.031164 | val_loss: 0.0311804 | Time: 1616.99 ms [2021-09-29 18:39:36 main:574] : INFO : Epoch 2038 | loss: 0.0311681 | val_loss: 0.0311778 | Time: 1611.47 ms [2021-09-29 18:39:38 main:574] : INFO : Epoch 2039 | loss: 0.0311677 | val_loss: 0.0311771 | Time: 1615.92 ms [2021-09-29 18:39:39 main:574] : INFO : Epoch 2040 | loss: 0.031167 | val_loss: 0.031177 | Time: 1650.76 ms [2021-09-29 18:39:41 main:574] : INFO : Epoch 2041 | loss: 0.0311647 | val_loss: 0.0311764 | Time: 1615.32 ms [2021-09-29 18:39:42 main:574] : INFO : Epoch 2042 | loss: 0.031165 | val_loss: 0.0311782 | Time: 1636.59 ms [2021-09-29 18:39:44 main:574] : INFO : Epoch 2043 | loss: 0.0311632 | val_loss: 0.0311759 | Time: 1642.21 ms [2021-09-29 18:39:46 main:574] : INFO : Epoch 2044 | loss: 0.0311642 | val_loss: 0.0311747 | Time: 1621.47 ms [2021-09-29 18:39:47 main:574] : INFO : Epoch 2045 | loss: 0.0311651 | val_loss: 0.0311767 | Time: 1609.95 ms [2021-09-29 18:39:49 main:574] : INFO : Epoch 2046 | loss: 0.0311666 | val_loss: 0.031177 | Time: 1630.35 ms [2021-09-29 18:39:51 main:574] : INFO : Epoch 2047 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 1630.35 ms [2021-09-29 18:39:52 main:574] : INFO : Epoch 2048 | loss: 0.0311621 | val_loss: 0.0311759 | Time: 1607.11 ms [2021-09-29 18:39:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311759 [2021-09-29 18:39:52 main:603] : INFO : Saving end state to config to file [2021-09-29 18:39:52 main:608] : INFO : Success, exiting.. 18:39:52 (6940): 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)