Task 11324397
| Name | ParityModified-1639956042-32246-2-0_2 |
| Workunit | 8143263 |
| Created | 3 Feb 2022, 10:58:12 UTC |
| Sent | 3 Feb 2022, 14:41:00 UTC |
| Report deadline | 11 Feb 2022, 14:41:00 UTC |
| Received | 3 Feb 2022, 16:55:05 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16730 |
| Run time | 1 hours 43 min 16 sec |
| CPU time | 1 hours 41 min 59 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 17,054.51 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.85 GB |
| Peak swap size | 4.77 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :29 main:574] : INFO : Epoch 1542 | loss: 0.031183 | val_loss: 0.0311839 | Time: 1587.45 ms [2022-02-03 17:29:31 main:574] : INFO : Epoch 1543 | loss: 0.031182 | val_loss: 0.0311838 | Time: 1567.27 ms [2022-02-03 17:29:32 main:574] : INFO : Epoch 1544 | loss: 0.0311821 | val_loss: 0.0311824 | Time: 1592.16 ms [2022-02-03 17:29:34 main:574] : INFO : Epoch 1545 | loss: 0.0311818 | val_loss: 0.031182 | Time: 1596.6 ms [2022-02-03 17:29:36 main:574] : INFO : Epoch 1546 | loss: 0.0311819 | val_loss: 0.0311817 | Time: 1603.19 ms [2022-02-03 17:29:37 main:574] : INFO : Epoch 1547 | loss: 0.0311804 | val_loss: 0.031182 | Time: 1625.23 ms [2022-02-03 17:29:39 main:574] : INFO : Epoch 1548 | loss: 0.031181 | val_loss: 0.0311858 | Time: 1561.63 ms [2022-02-03 17:29:40 main:574] : INFO : Epoch 1549 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 1586.63 ms [2022-02-03 17:29:42 main:574] : INFO : Epoch 1550 | loss: 0.0311795 | val_loss: 0.031184 | Time: 1608.3 ms [2022-02-03 17:29:44 main:574] : INFO : Epoch 1551 | loss: 0.0311796 | val_loss: 0.031183 | Time: 1643.29 ms [2022-02-03 17:29:45 main:574] : INFO : Epoch 1552 | loss: 0.0311813 | val_loss: 0.031183 | Time: 1532.34 ms [2022-02-03 17:29:47 main:574] : INFO : Epoch 1553 | loss: 0.0311801 | val_loss: 0.0311826 | Time: 1589.07 ms [2022-02-03 17:29:48 main:574] : INFO : Epoch 1554 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 1581.98 ms [2022-02-03 17:29:50 main:574] : INFO : Epoch 1555 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 1571.55 ms [2022-02-03 17:29:51 main:574] : INFO : Epoch 1556 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 1551.41 ms [2022-02-03 17:29:53 main:574] : INFO : Epoch 1557 | loss: 0.0311784 | val_loss: 0.0311853 | Time: 1620.24 ms [2022-02-03 17:29:55 main:574] : INFO : Epoch 1558 | loss: 0.0311784 | val_loss: 0.0311804 | Time: 1553.37 ms [2022-02-03 17:29:56 main:574] : INFO : Epoch 1559 | loss: 0.031179 | val_loss: 0.0311805 | Time: 1608.57 ms [2022-02-03 17:29:58 main:574] : INFO : Epoch 1560 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 1599.84 ms [2022-02-03 17:29:59 main:574] : INFO : Epoch 1561 | loss: 0.0311788 | val_loss: 0.0311796 | Time: 1546.02 ms [2022-02-03 17:30:01 main:574] : INFO : Epoch 1562 | loss: 0.031178 | val_loss: 0.0311802 | Time: 1603.72 ms [2022-02-03 17:30:03 main:574] : INFO : Epoch 1563 | loss: 0.031178 | val_loss: 0.0311824 | Time: 1563.26 ms [2022-02-03 17:30:04 main:574] : INFO : Epoch 1564 | loss: 0.0311794 | val_loss: 0.0311827 | Time: 1583.78 ms [2022-02-03 17:30:06 main:574] : INFO : Epoch 1565 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 1591.38 ms [2022-02-03 17:30:07 main:574] : INFO : Epoch 1566 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 1573.67 ms [2022-02-03 17:30:09 main:574] : INFO : Epoch 1567 | loss: 0.0311793 | val_loss: 0.0311795 | Time: 1565.09 ms [2022-02-03 17:30:11 main:574] : INFO : Epoch 1568 | loss: 0.0311771 | val_loss: 0.0311798 | Time: 1592 ms [2022-02-03 17:30:12 main:574] : INFO : Epoch 1569 | loss: 0.0311762 | val_loss: 0.0311791 | Time: 1599.84 ms [2022-02-03 17:30:14 main:574] : INFO : Epoch 1570 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 1566.12 ms [2022-02-03 17:30:15 main:574] : INFO : Epoch 1571 | loss: 0.0311777 | val_loss: 0.0311791 | Time: 1613.8 ms [2022-02-03 17:30:17 main:574] : INFO : Epoch 1572 | loss: 0.0311776 | val_loss: 0.031182 | Time: 1584.7 ms [2022-02-03 17:30:18 main:574] : INFO : Epoch 1573 | loss: 0.0311768 | val_loss: 0.0311849 | Time: 1541.82 ms [2022-02-03 17:30:20 main:574] : INFO : Epoch 1574 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 1606.77 ms [2022-02-03 17:30:22 main:574] : INFO : Epoch 1575 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 1532.23 ms [2022-02-03 17:30:23 main:574] : INFO : Epoch 1576 | loss: 0.0311762 | val_loss: 0.0311802 | Time: 1587.2 ms [2022-02-03 17:30:25 main:574] : INFO : Epoch 1577 | loss: 0.0311763 | val_loss: 0.031179 | Time: 1540.47 ms [2022-02-03 17:30:26 main:574] : INFO : Epoch 1578 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 1616.02 ms [2022-02-03 17:30:28 main:574] : INFO : Epoch 1579 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 1519.59 ms [2022-02-03 17:30:29 main:574] : INFO : Epoch 1580 | loss: 0.0311775 | val_loss: 0.0311786 | Time: 1566.65 ms [2022-02-03 17:30:31 main:574] : INFO : Epoch 1581 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 1569.44 ms [2022-02-03 17:30:33 main:574] : INFO : Epoch 1582 | loss: 0.0311781 | val_loss: 0.031179 | Time: 1539.58 ms [2022-02-03 17:30:34 main:574] : INFO : Epoch 1583 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 1608.68 ms [2022-02-03 17:30:36 main:574] : INFO : Epoch 1584 | loss: 0.0311762 | val_loss: 0.0311786 | Time: 1567.1 ms [2022-02-03 17:30:37 main:574] : INFO : Epoch 1585 | loss: 0.0311763 | val_loss: 0.0311815 | Time: 1649.94 ms [2022-02-03 17:30:39 main:574] : INFO : Epoch 1586 | loss: 0.0311756 | val_loss: 0.0311804 | Time: 1639.14 ms [2022-02-03 17:30:41 main:574] : INFO : Epoch 1587 | loss: 0.0311756 | val_loss: 0.0311787 | Time: 1562.23 ms [2022-02-03 17:30:42 main:574] : INFO : Epoch 1588 | loss: 0.0311755 | val_loss: 0.0311788 | Time: 1622.68 ms [2022-02-03 17:30:44 main:574] : INFO : Epoch 1589 | loss: 0.031177 | val_loss: 0.0311799 | Time: 1532.4 ms [2022-02-03 17:30:45 main:574] : INFO : Epoch 1590 | loss: 0.0311767 | val_loss: 0.0311826 | Time: 1582.27 ms [2022-02-03 17:30:47 main:574] : INFO : Epoch 1591 | loss: 0.0311764 | val_loss: 0.0311784 | Time: 1572.98 ms [2022-02-03 17:30:48 main:574] : INFO : Epoch 1592 | loss: 0.0311748 | val_loss: 0.0311814 | Time: 1588.97 ms [2022-02-03 17:30:50 main:574] : INFO : Epoch 1593 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 1616.89 ms [2022-02-03 17:30:52 main:574] : INFO : Epoch 1594 | loss: 0.0311777 | val_loss: 0.0311783 | Time: 1605.96 ms [2022-02-03 17:30:53 main:574] : INFO : Epoch 1595 | loss: 0.0311757 | val_loss: 0.0311781 | Time: 1628.13 ms [2022-02-03 17:30:55 main:574] : INFO : Epoch 1596 | loss: 0.0311755 | val_loss: 0.031179 | Time: 1625.04 ms [2022-02-03 17:30:57 main:574] : INFO : Epoch 1597 | loss: 0.0311752 | val_loss: 0.031178 | Time: 1531.94 ms [2022-02-03 17:30:58 main:574] : INFO : Epoch 1598 | loss: 0.0311749 | val_loss: 0.0311832 | Time: 1620.53 ms [2022-02-03 17:31:00 main:574] : INFO : Epoch 1599 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 1518.29 ms [2022-02-03 17:31:01 main:574] : INFO : Epoch 1600 | loss: 0.0311752 | val_loss: 0.0311777 | Time: 1626.03 ms [2022-02-03 17:31:03 main:574] : INFO : Epoch 1601 | loss: 0.0311746 | val_loss: 0.0311813 | Time: 1581.09 ms [2022-02-03 17:31:04 main:574] : INFO : Epoch 1602 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 1584.49 ms [2022-02-03 17:31:06 main:574] : INFO : Epoch 1603 | loss: 0.0311736 | val_loss: 0.0311788 | Time: 1596.48 ms [2022-02-03 17:31:08 main:574] : INFO : Epoch 1604 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 1544.23 ms [2022-02-03 17:31:09 main:574] : INFO : Epoch 1605 | loss: 0.0311726 | val_loss: 0.0311787 | Time: 1560.31 ms [2022-02-03 17:31:11 main:574] : INFO : Epoch 1606 | loss: 0.0311743 | val_loss: 0.0311841 | Time: 1639.92 ms [2022-02-03 17:31:12 main:574] : INFO : Epoch 1607 | loss: 0.0311734 | val_loss: 0.0311818 | Time: 1595.1 ms [2022-02-03 17:31:14 main:574] : INFO : Epoch 1608 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 1588.86 ms [2022-02-03 17:31:16 main:574] : INFO : Epoch 1609 | loss: 0.0311717 | val_loss: 0.0311787 | Time: 1585.69 ms [2022-02-03 17:31:17 main:574] : INFO : Epoch 1610 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 1557.84 ms [2022-02-03 17:31:19 main:574] : INFO : Epoch 1611 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 1593.46 ms [2022-02-03 17:31:20 main:574] : INFO : Epoch 1612 | loss: 0.0311726 | val_loss: 0.0311834 | Time: 1547.89 ms [2022-02-03 17:31:22 main:574] : INFO : Epoch 1613 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 1592.45 ms [2022-02-03 17:31:24 main:574] : INFO : Epoch 1614 | loss: 0.0311708 | val_loss: 0.0311782 | Time: 1631.96 ms [2022-02-03 17:31:25 main:574] : INFO : Epoch 1615 | loss: 0.0311707 | val_loss: 0.0311794 | Time: 1580.51 ms [2022-02-03 17:31:27 main:574] : INFO : Epoch 1616 | loss: 0.0311705 | val_loss: 0.0311788 | Time: 1604.82 ms [2022-02-03 17:31:28 main:574] : INFO : Epoch 1617 | loss: 0.0311709 | val_loss: 0.0311841 | Time: 1564.32 ms [2022-02-03 17:31:30 main:574] : INFO : Epoch 1618 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 1638.21 ms [2022-02-03 17:31:32 main:574] : INFO : Epoch 1619 | loss: 0.0311697 | val_loss: 0.0311781 | Time: 1614.19 ms [2022-02-03 17:31:33 main:574] : INFO : Epoch 1620 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 1625.87 ms [2022-02-03 17:31:35 main:574] : INFO : Epoch 1621 | loss: 0.0311696 | val_loss: 0.0311768 | Time: 1547.52 ms [2022-02-03 17:31:36 main:574] : INFO : Epoch 1622 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 1624.61 ms [2022-02-03 17:31:38 main:574] : INFO : Epoch 1623 | loss: 0.0311699 | val_loss: 0.0311768 | Time: 1599.86 ms [2022-02-03 17:31:40 main:574] : INFO : Epoch 1624 | loss: 0.0311688 | val_loss: 0.031184 | Time: 1569.87 ms [2022-02-03 17:31:41 main:574] : INFO : Epoch 1625 | loss: 0.0311686 | val_loss: 0.0311767 | Time: 1553.17 ms [2022-02-03 17:31:43 main:574] : INFO : Epoch 1626 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 1626.68 ms [2022-02-03 17:31:44 main:574] : INFO : Epoch 1627 | loss: 0.0311691 | val_loss: 0.0311798 | Time: 1623.43 ms [2022-02-03 17:31:46 main:574] : INFO : Epoch 1628 | loss: 0.0311696 | val_loss: 0.0311766 | Time: 1616.44 ms [2022-02-03 17:31:47 main:574] : INFO : Epoch 1629 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 1534.87 ms [2022-02-03 17:31:49 main:574] : INFO : Epoch 1630 | loss: 0.0311671 | val_loss: 0.0311762 | Time: 1554.2 ms [2022-02-03 17:31:51 main:574] : INFO : Epoch 1631 | loss: 0.0311677 | val_loss: 0.0311763 | Time: 1588.08 ms [2022-02-03 17:31:52 main:574] : INFO : Epoch 1632 | loss: 0.031168 | val_loss: 0.0311777 | Time: 1581.62 ms [2022-02-03 17:31:54 main:574] : INFO : Epoch 1633 | loss: 0.0311694 | val_loss: 0.0311772 | Time: 1565.4 ms [2022-02-03 17:31:55 main:574] : INFO : Epoch 1634 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 1614.61 ms [2022-02-03 17:31:57 main:574] : INFO : Epoch 1635 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 1572.47 ms [2022-02-03 17:31:59 main:574] : INFO : Epoch 1636 | loss: 0.0311686 | val_loss: 0.031187 | Time: 1604.07 ms [2022-02-03 17:32:00 main:574] : INFO : Epoch 1637 | loss: 0.0311692 | val_loss: 0.0311769 | Time: 1593.11 ms [2022-02-03 17:32:02 main:574] : INFO : Epoch 1638 | loss: 0.0311676 | val_loss: 0.0311769 | Time: 1529.23 ms [2022-02-03 17:32:03 main:574] : INFO : Epoch 1639 | loss: 0.0311689 | val_loss: 0.0311769 | Time: 1556.77 ms [2022-02-03 17:32:05 main:574] : INFO : Epoch 1640 | loss: 0.0311822 | val_loss: 0.0311828 | Time: 1533.69 ms [2022-02-03 17:32:06 main:574] : INFO : Epoch 1641 | loss: 0.0311806 | val_loss: 0.0311794 | Time: 1557.02 ms [2022-02-03 17:32:08 main:574] : INFO : Epoch 1642 | loss: 0.031179 | val_loss: 0.0311822 | Time: 1549.54 ms [2022-02-03 17:32:09 main:574] : INFO : Epoch 1643 | loss: 0.0311781 | val_loss: 0.0311769 | Time: 1562.43 ms [2022-02-03 17:32:11 main:574] : INFO : Epoch 1644 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 1556.23 ms [2022-02-03 17:32:13 main:574] : INFO : Epoch 1645 | loss: 0.0311742 | val_loss: 0.0311771 | Time: 1537.93 ms [2022-02-03 17:32:14 main:574] : INFO : Epoch 1646 | loss: 0.0311735 | val_loss: 0.0311753 | Time: 1589.01 ms [2022-02-03 17:32:16 main:574] : INFO : Epoch 1647 | loss: 0.0311722 | val_loss: 0.0311744 | Time: 1576.71 ms [2022-02-03 17:32:17 main:574] : INFO : Epoch 1648 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 1577.19 ms [2022-02-03 17:32:19 main:574] : INFO : Epoch 1649 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 1573.04 ms [2022-02-03 17:32:20 main:574] : INFO : Epoch 1650 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 1583.48 ms [2022-02-03 17:32:22 main:574] : INFO : Epoch 1651 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 1580.44 ms [2022-02-03 17:32:24 main:574] : INFO : Epoch 1652 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 1538.1 ms [2022-02-03 17:32:25 main:574] : INFO : Epoch 1653 | loss: 0.03117 | val_loss: 0.0311728 | Time: 1569.9 ms [2022-02-03 17:32:27 main:574] : INFO : Epoch 1654 | loss: 0.0311698 | val_loss: 0.0311809 | Time: 1588.7 ms [2022-02-03 17:32:28 main:574] : INFO : Epoch 1655 | loss: 0.0311702 | val_loss: 0.0311719 | Time: 1569.9 ms [2022-02-03 17:32:30 main:574] : INFO : Epoch 1656 | loss: 0.0311687 | val_loss: 0.031174 | Time: 1525.37 ms [2022-02-03 17:32:31 main:574] : INFO : Epoch 1657 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 1533.15 ms [2022-02-03 17:32:33 main:574] : INFO : Epoch 1658 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 1585.22 ms [2022-02-03 17:32:35 main:574] : INFO : Epoch 1659 | loss: 0.0311689 | val_loss: 0.031172 | Time: 1606.76 ms [2022-02-03 17:32:36 main:574] : INFO : Epoch 1660 | loss: 0.0311671 | val_loss: 0.0311708 | Time: 1562.74 ms [2022-02-03 17:32:38 main:574] : INFO : Epoch 1661 | loss: 0.0311678 | val_loss: 0.0311735 | Time: 1577.62 ms [2022-02-03 17:32:39 main:574] : INFO : Epoch 1662 | loss: 0.0311693 | val_loss: 0.0311714 | Time: 1576.85 ms [2022-02-03 17:32:41 main:574] : INFO : Epoch 1663 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 1535.3 ms [2022-02-03 17:32:42 main:574] : INFO : Epoch 1664 | loss: 0.0311681 | val_loss: 0.0311715 | Time: 1568.32 ms [2022-02-03 17:32:44 main:574] : INFO : Epoch 1665 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 1561.99 ms [2022-02-03 17:32:46 main:574] : INFO : Epoch 1666 | loss: 0.0311677 | val_loss: 0.031174 | Time: 1540.72 ms [2022-02-03 17:32:47 main:574] : INFO : Epoch 1667 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 1593.34 ms [2022-02-03 17:32:49 main:574] : INFO : Epoch 1668 | loss: 0.0311661 | val_loss: 0.0311725 | Time: 1533.85 ms [2022-02-03 17:32:50 main:574] : INFO : Epoch 1669 | loss: 0.0311661 | val_loss: 0.0311717 | Time: 1550.01 ms [2022-02-03 17:32:52 main:574] : INFO : Epoch 1670 | loss: 0.0311658 | val_loss: 0.0311716 | Time: 1558.74 ms [2022-02-03 17:32:53 main:574] : INFO : Epoch 1671 | loss: 0.0311662 | val_loss: 0.0311724 | Time: 1610.82 ms [2022-02-03 17:32:55 main:574] : INFO : Epoch 1672 | loss: 0.031166 | val_loss: 0.0311725 | Time: 1546.22 ms [2022-02-03 17:32:57 main:574] : INFO : Epoch 1673 | loss: 0.031165 | val_loss: 0.0311742 | Time: 1612.41 ms [2022-02-03 17:32:58 main:574] : INFO : Epoch 1674 | loss: 0.0311666 | val_loss: 0.0311877 | Time: 1565.38 ms [2022-02-03 17:33:00 main:574] : INFO : Epoch 1675 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 1561.46 ms [2022-02-03 17:33:01 main:574] : INFO : Epoch 1676 | loss: 0.0311651 | val_loss: 0.0311737 | Time: 1617.62 ms [2022-02-03 17:33:03 main:574] : INFO : Epoch 1677 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 1609.19 ms [2022-02-03 17:33:05 main:574] : INFO : Epoch 1678 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 1580.04 ms [2022-02-03 17:33:06 main:574] : INFO : Epoch 1679 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 1598.59 ms [2022-02-03 17:33:08 main:574] : INFO : Epoch 1680 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 1596.37 ms [2022-02-03 17:33:09 main:574] : INFO : Epoch 1681 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 1585.39 ms [2022-02-03 17:33:11 main:574] : INFO : Epoch 1682 | loss: 0.0311663 | val_loss: 0.0311731 | Time: 1604.5 ms [2022-02-03 17:33:13 main:574] : INFO : Epoch 1683 | loss: 0.0311654 | val_loss: 0.0311751 | Time: 1580.71 ms [2022-02-03 17:33:14 main:574] : INFO : Epoch 1684 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 1623.35 ms [2022-02-03 17:33:16 main:574] : INFO : Epoch 1685 | loss: 0.0311647 | val_loss: 0.0311738 | Time: 1626.88 ms [2022-02-03 17:33:17 main:574] : INFO : Epoch 1686 | loss: 0.031164 | val_loss: 0.031179 | Time: 1566.48 ms [2022-02-03 17:33:19 main:574] : INFO : Epoch 1687 | loss: 0.0311687 | val_loss: 0.0311797 | Time: 1579.63 ms [2022-02-03 17:33:21 main:574] : INFO : Epoch 1688 | loss: 0.0311685 | val_loss: 0.0311793 | Time: 1591.99 ms [2022-02-03 17:33:22 main:574] : INFO : Epoch 1689 | loss: 0.0311649 | val_loss: 0.0311745 | Time: 1582.62 ms [2022-02-03 17:33:24 main:574] : INFO : Epoch 1690 | loss: 0.0311684 | val_loss: 0.0311807 | Time: 1567.59 ms [2022-02-03 17:33:25 main:574] : INFO : Epoch 1691 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 1580.81 ms [2022-02-03 17:33:27 main:574] : INFO : Epoch 1692 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 1576.7 ms [2022-02-03 17:33:28 main:574] : INFO : Epoch 1693 | loss: 0.0311643 | val_loss: 0.0311715 | Time: 1574.07 ms [2022-02-03 17:33:30 main:574] : INFO : Epoch 1694 | loss: 0.0311631 | val_loss: 0.0311734 | Time: 1599.6 ms [2022-02-03 17:33:32 main:574] : INFO : Epoch 1695 | loss: 0.0311653 | val_loss: 0.0311719 | Time: 1586.55 ms [2022-02-03 17:33:33 main:574] : INFO : Epoch 1696 | loss: 0.0311686 | val_loss: 0.031171 | Time: 1542.87 ms [2022-02-03 17:33:35 main:574] : INFO : Epoch 1697 | loss: 0.0311687 | val_loss: 0.0311709 | Time: 1588.14 ms [2022-02-03 17:33:36 main:574] : INFO : Epoch 1698 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 1606.33 ms [2022-02-03 17:33:38 main:574] : INFO : Epoch 1699 | loss: 0.0311686 | val_loss: 0.0311854 | Time: 1556.61 ms [2022-02-03 17:33:40 main:574] : INFO : Epoch 1700 | loss: 0.031166 | val_loss: 0.0311734 | Time: 1608.05 ms [2022-02-03 17:33:41 main:574] : INFO : Epoch 1701 | loss: 0.0311648 | val_loss: 0.0311727 | Time: 1577.26 ms [2022-02-03 17:33:43 main:574] : INFO : Epoch 1702 | loss: 0.0311651 | val_loss: 0.0311721 | Time: 1612.38 ms [2022-02-03 17:33:44 main:574] : INFO : Epoch 1703 | loss: 0.0311638 | val_loss: 0.0311706 | Time: 1592.18 ms [2022-02-03 17:33:46 main:574] : INFO : Epoch 1704 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 1601.61 ms [2022-02-03 17:33:47 main:574] : INFO : Epoch 1705 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 1547.02 ms [2022-02-03 17:33:49 main:574] : INFO : Epoch 1706 | loss: 0.0311649 | val_loss: 0.0311727 | Time: 1607.78 ms [2022-02-03 17:33:51 main:574] : INFO : Epoch 1707 | loss: 0.0311635 | val_loss: 0.0311734 | Time: 1572.51 ms [2022-02-03 17:33:52 main:574] : INFO : Epoch 1708 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 1629.16 ms [2022-02-03 17:33:54 main:574] : INFO : Epoch 1709 | loss: 0.0311632 | val_loss: 0.0311726 | Time: 1547.73 ms [2022-02-03 17:33:55 main:574] : INFO : Epoch 1710 | loss: 0.0311637 | val_loss: 0.031175 | Time: 1540.2 ms [2022-02-03 17:33:57 main:574] : INFO : Epoch 1711 | loss: 0.0311625 | val_loss: 0.0311734 | Time: 1605.62 ms [2022-02-03 17:33:59 main:574] : INFO : Epoch 1712 | loss: 0.0311623 | val_loss: 0.0311745 | Time: 1658.44 ms [2022-02-03 17:34:00 main:574] : INFO : Epoch 1713 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 1595.91 ms [2022-02-03 17:34:02 main:574] : INFO : Epoch 1714 | loss: 0.0311659 | val_loss: 0.0311897 | Time: 1533.27 ms [2022-02-03 17:34:03 main:574] : INFO : Epoch 1715 | loss: 0.031168 | val_loss: 0.0311768 | Time: 1573.64 ms [2022-02-03 17:34:05 main:574] : INFO : Epoch 1716 | loss: 0.0311667 | val_loss: 0.0311773 | Time: 1589.51 ms [2022-02-03 17:34:07 main:574] : INFO : Epoch 1717 | loss: 0.0311652 | val_loss: 0.0311746 | Time: 1643.47 ms [2022-02-03 17:34:08 main:574] : INFO : Epoch 1718 | loss: 0.0311646 | val_loss: 0.0311763 | Time: 1585.63 ms [2022-02-03 17:34:10 main:574] : INFO : Epoch 1719 | loss: 0.0311648 | val_loss: 0.0311757 | Time: 1582.63 ms [2022-02-03 17:34:11 main:574] : INFO : Epoch 1720 | loss: 0.0311641 | val_loss: 0.0311809 | Time: 1601.32 ms [2022-02-03 17:34:13 main:574] : INFO : Epoch 1721 | loss: 0.031164 | val_loss: 0.0311738 | Time: 1590.79 ms [2022-02-03 17:34:15 main:574] : INFO : Epoch 1722 | loss: 0.0311667 | val_loss: 0.0311773 | Time: 1628.4 ms [2022-02-03 17:34:16 main:574] : INFO : Epoch 1723 | loss: 0.0311612 | val_loss: 0.0311751 | Time: 1613.14 ms [2022-02-03 17:34:18 main:574] : INFO : Epoch 1724 | loss: 0.031161 | val_loss: 0.0311747 | Time: 1579.61 ms [2022-02-03 17:34:19 main:574] : INFO : Epoch 1725 | loss: 0.0311616 | val_loss: 0.031177 | Time: 1602.44 ms [2022-02-03 17:34:21 main:574] : INFO : Epoch 1726 | loss: 0.0311638 | val_loss: 0.0311746 | Time: 1632.74 ms [2022-02-03 17:34:23 main:574] : INFO : Epoch 1727 | loss: 0.0311701 | val_loss: 0.0311841 | Time: 1607.01 ms [2022-02-03 17:34:24 main:574] : INFO : Epoch 1728 | loss: 0.0311663 | val_loss: 0.0311745 | Time: 1611.74 ms [2022-02-03 17:34:26 main:574] : INFO : Epoch 1729 | loss: 0.0311612 | val_loss: 0.0311744 | Time: 1618.99 ms [2022-02-03 17:34:27 main:574] : INFO : Epoch 1730 | loss: 0.0311618 | val_loss: 0.0311765 | Time: 1576.97 ms [2022-02-03 17:34:29 main:574] : INFO : Epoch 1731 | loss: 0.0311635 | val_loss: 0.0311743 | Time: 1596.71 ms [2022-02-03 17:34:31 main:574] : INFO : Epoch 1732 | loss: 0.0311658 | val_loss: 0.0311776 | Time: 1570.15 ms [2022-02-03 17:34:32 main:574] : INFO : Epoch 1733 | loss: 0.031164 | val_loss: 0.0311762 | Time: 1552.45 ms [2022-02-03 17:34:34 main:574] : INFO : Epoch 1734 | loss: 0.0311646 | val_loss: 0.0311807 | Time: 1630.49 ms [2022-02-03 17:34:35 main:574] : INFO : Epoch 1735 | loss: 0.0311709 | val_loss: 0.0311827 | Time: 1550.87 ms [2022-02-03 17:34:37 main:574] : INFO : Epoch 1736 | loss: 0.0311681 | val_loss: 0.0311743 | Time: 1618.29 ms [2022-02-03 17:34:39 main:574] : INFO : Epoch 1737 | loss: 0.0311652 | val_loss: 0.0311745 | Time: 1617.86 ms [2022-02-03 17:34:40 main:574] : INFO : Epoch 1738 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 1626.62 ms [2022-02-03 17:34:42 main:574] : INFO : Epoch 1739 | loss: 0.0311644 | val_loss: 0.0311771 | Time: 1626.86 ms [2022-02-03 17:34:44 main:574] : INFO : Epoch 1740 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 1635.01 ms [2022-02-03 17:34:45 main:574] : INFO : Epoch 1741 | loss: 0.0311631 | val_loss: 0.0311755 | Time: 1553.01 ms [2022-02-03 17:34:47 main:574] : INFO : Epoch 1742 | loss: 0.0311625 | val_loss: 0.0311766 | Time: 1560.94 ms [2022-02-03 17:34:48 main:574] : INFO : Epoch 1743 | loss: 0.0311618 | val_loss: 0.0311748 | Time: 1586.37 ms [2022-02-03 17:34:50 main:574] : INFO : Epoch 1744 | loss: 0.0311616 | val_loss: 0.031178 | Time: 1589.54 ms [2022-02-03 17:34:51 main:574] : INFO : Epoch 1745 | loss: 0.0311611 | val_loss: 0.0311774 | Time: 1595.5 ms [2022-02-03 17:34:53 main:574] : INFO : Epoch 1746 | loss: 0.0311613 | val_loss: 0.0311771 | Time: 1592.57 ms [2022-02-03 17:34:55 main:574] : INFO : Epoch 1747 | loss: 0.0311616 | val_loss: 0.0311766 | Time: 1613.31 ms [2022-02-03 17:34:56 main:574] : INFO : Epoch 1748 | loss: 0.0311614 | val_loss: 0.031178 | Time: 1610.85 ms [2022-02-03 17:34:58 main:574] : INFO : Epoch 1749 | loss: 0.0311611 | val_loss: 0.031175 | Time: 1600.27 ms [2022-02-03 17:34:59 main:574] : INFO : Epoch 1750 | loss: 0.0311617 | val_loss: 0.0311767 | Time: 1529.92 ms [2022-02-03 17:35:01 main:574] : INFO : Epoch 1751 | loss: 0.0311622 | val_loss: 0.0311765 | Time: 1552.99 ms [2022-02-03 17:35:03 main:574] : INFO : Epoch 1752 | loss: 0.0311628 | val_loss: 0.0311808 | Time: 1630.02 ms [2022-02-03 17:35:04 main:574] : INFO : Epoch 1753 | loss: 0.0311614 | val_loss: 0.0311767 | Time: 1650.7 ms [2022-02-03 17:35:06 main:574] : INFO : Epoch 1754 | loss: 0.0311662 | val_loss: 0.0311797 | Time: 1612.88 ms [2022-02-03 17:35:07 main:574] : INFO : Epoch 1755 | loss: 0.0311632 | val_loss: 0.0311741 | Time: 1571.52 ms [2022-02-03 17:35:09 main:574] : INFO : Epoch 1756 | loss: 0.0311625 | val_loss: 0.0311773 | Time: 1597.44 ms [2022-02-03 17:35:11 main:574] : INFO : Epoch 1757 | loss: 0.0311766 | val_loss: 0.03119 | Time: 1598.66 ms [2022-02-03 17:35:12 main:574] : INFO : Epoch 1758 | loss: 0.0311923 | val_loss: 0.0311852 | Time: 1614.04 ms [2022-02-03 17:35:14 main:574] : INFO : Epoch 1759 | loss: 0.0311875 | val_loss: 0.0311827 | Time: 1650.58 ms [2022-02-03 17:35:15 main:574] : INFO : Epoch 1760 | loss: 0.0311842 | val_loss: 0.031183 | Time: 1593.15 ms [2022-02-03 17:35:17 main:574] : INFO : Epoch 1761 | loss: 0.0311837 | val_loss: 0.0311813 | Time: 1601.8 ms [2022-02-03 17:35:19 main:574] : INFO : Epoch 1762 | loss: 0.031182 | val_loss: 0.0311837 | Time: 1600 ms [2022-02-03 17:35:20 main:574] : INFO : Epoch 1763 | loss: 0.0311813 | val_loss: 0.0311807 | Time: 1614.59 ms [2022-02-03 17:35:22 main:574] : INFO : Epoch 1764 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 1596.62 ms [2022-02-03 17:35:24 main:574] : INFO : Epoch 1765 | loss: 0.03118 | val_loss: 0.0311819 | Time: 1623.41 ms [2022-02-03 17:35:25 main:574] : INFO : Epoch 1766 | loss: 0.0311824 | val_loss: 0.031181 | Time: 1574.15 ms [2022-02-03 17:35:27 main:574] : INFO : Epoch 1767 | loss: 0.0311818 | val_loss: 0.0311822 | Time: 1629.15 ms [2022-02-03 17:35:28 main:574] : INFO : Epoch 1768 | loss: 0.0311813 | val_loss: 0.03118 | Time: 1623.7 ms [2022-02-03 17:35:30 main:574] : INFO : Epoch 1769 | loss: 0.0311813 | val_loss: 0.0311784 | Time: 1571.54 ms [2022-02-03 17:35:31 main:574] : INFO : Epoch 1770 | loss: 0.031181 | val_loss: 0.031177 | Time: 1560.88 ms [2022-02-03 17:35:33 main:574] : INFO : Epoch 1771 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 1566.05 ms [2022-02-03 17:35:35 main:574] : INFO : Epoch 1772 | loss: 0.031176 | val_loss: 0.0311766 | Time: 1619.89 ms [2022-02-03 17:35:36 main:574] : INFO : Epoch 1773 | loss: 0.0311752 | val_loss: 0.0311757 | Time: 1618.77 ms [2022-02-03 17:35:38 main:574] : INFO : Epoch 1774 | loss: 0.0311748 | val_loss: 0.0311752 | Time: 1570.58 ms [2022-02-03 17:35:39 main:574] : INFO : Epoch 1775 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 1562.1 ms [2022-02-03 17:35:41 main:574] : INFO : Epoch 1776 | loss: 0.0311745 | val_loss: 0.0311747 | Time: 1605.14 ms [2022-02-03 17:35:43 main:574] : INFO : Epoch 1777 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 1539.93 ms [2022-02-03 17:35:44 main:574] : INFO : Epoch 1778 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 1538.71 ms [2022-02-03 17:35:46 main:574] : INFO : Epoch 1779 | loss: 0.0311789 | val_loss: 0.0311875 | Time: 1568.96 ms [2022-02-03 17:35:47 main:574] : INFO : Epoch 1780 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 1600.81 ms [2022-02-03 17:35:49 main:574] : INFO : Epoch 1781 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 1555.27 ms [2022-02-03 17:35:50 main:574] : INFO : Epoch 1782 | loss: 0.0311724 | val_loss: 0.0311756 | Time: 1593.96 ms [2022-02-03 17:35:52 main:574] : INFO : Epoch 1783 | loss: 0.031173 | val_loss: 0.0311807 | Time: 1560.67 ms [2022-02-03 17:35:54 main:574] : INFO : Epoch 1784 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 1657.56 ms [2022-02-03 17:35:55 main:574] : INFO : Epoch 1785 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 1548.51 ms [2022-02-03 17:35:57 main:574] : INFO : Epoch 1786 | loss: 0.0311719 | val_loss: 0.0311756 | Time: 1582.4 ms [2022-02-03 17:35:58 main:574] : INFO : Epoch 1787 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 1595.75 ms [2022-02-03 17:36:00 main:574] : INFO : Epoch 1788 | loss: 0.0311736 | val_loss: 0.0311735 | Time: 1593.38 ms [2022-02-03 17:36:02 main:574] : INFO : Epoch 1789 | loss: 0.0311711 | val_loss: 0.0311754 | Time: 1547.14 ms [2022-02-03 17:36:03 main:574] : INFO : Epoch 1790 | loss: 0.0311714 | val_loss: 0.0311716 | Time: 1626.92 ms [2022-02-03 17:36:05 main:574] : INFO : Epoch 1791 | loss: 0.0311719 | val_loss: 0.0311731 | Time: 1642.31 ms [2022-02-03 17:36:06 main:574] : INFO : Epoch 1792 | loss: 0.031171 | val_loss: 0.03118 | Time: 1589.52 ms [2022-02-03 17:36:08 main:574] : INFO : Epoch 1793 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 1582.73 ms [2022-02-03 17:36:10 main:574] : INFO : Epoch 1794 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 1591.93 ms [2022-02-03 17:36:11 main:574] : INFO : Epoch 1795 | loss: 0.031175 | val_loss: 0.0311718 | Time: 1584.71 ms [2022-02-03 17:36:13 main:574] : INFO : Epoch 1796 | loss: 0.0311722 | val_loss: 0.0311772 | Time: 1590.04 ms [2022-02-03 17:36:14 main:574] : INFO : Epoch 1797 | loss: 0.0311732 | val_loss: 0.031175 | Time: 1611.04 ms [2022-02-03 17:36:16 main:574] : INFO : Epoch 1798 | loss: 0.031173 | val_loss: 0.0311752 | Time: 1571.28 ms [2022-02-03 17:36:18 main:574] : INFO : Epoch 1799 | loss: 0.0311705 | val_loss: 0.0311725 | Time: 1599.67 ms [2022-02-03 17:36:19 main:574] : INFO : Epoch 1800 | loss: 0.0311701 | val_loss: 0.031173 | Time: 1579.91 ms [2022-02-03 17:36:21 main:574] : INFO : Epoch 1801 | loss: 0.0311704 | val_loss: 0.031174 | Time: 1618.18 ms [2022-02-03 17:36:22 main:574] : INFO : Epoch 1802 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 1566.01 ms [2022-02-03 17:36:24 main:574] : INFO : Epoch 1803 | loss: 0.0311686 | val_loss: 0.0311721 | Time: 1584.71 ms [2022-02-03 17:36:26 main:574] : INFO : Epoch 1804 | loss: 0.0311694 | val_loss: 0.0311739 | Time: 1597.65 ms [2022-02-03 17:36:27 main:574] : INFO : Epoch 1805 | loss: 0.0311715 | val_loss: 0.031177 | Time: 1620.39 ms [2022-02-03 17:36:29 main:574] : INFO : Epoch 1806 | loss: 0.0311702 | val_loss: 0.0311769 | Time: 1594.76 ms [2022-02-03 17:36:30 main:574] : INFO : Epoch 1807 | loss: 0.0311693 | val_loss: 0.0311736 | Time: 1598.63 ms [2022-02-03 17:36:32 main:574] : INFO : Epoch 1808 | loss: 0.0311678 | val_loss: 0.0311741 | Time: 1598.54 ms [2022-02-03 17:36:34 main:574] : INFO : Epoch 1809 | loss: 0.0311688 | val_loss: 0.0311797 | Time: 1566.81 ms [2022-02-03 17:36:35 main:574] : INFO : Epoch 1810 | loss: 0.0311687 | val_loss: 0.031174 | Time: 1570.11 ms [2022-02-03 17:36:37 main:574] : INFO : Epoch 1811 | loss: 0.0311682 | val_loss: 0.0311747 | Time: 1568.83 ms [2022-02-03 17:36:38 main:574] : INFO : Epoch 1812 | loss: 0.0311674 | val_loss: 0.031173 | Time: 1582.06 ms [2022-02-03 17:36:40 main:574] : INFO : Epoch 1813 | loss: 0.0311666 | val_loss: 0.0311741 | Time: 1593.05 ms [2022-02-03 17:36:41 main:574] : INFO : Epoch 1814 | loss: 0.0311682 | val_loss: 0.0311732 | Time: 1564.72 ms [2022-02-03 17:36:43 main:574] : INFO : Epoch 1815 | loss: 0.0311679 | val_loss: 0.0311801 | Time: 1565.8 ms [2022-02-03 17:36:45 main:574] : INFO : Epoch 1816 | loss: 0.0311699 | val_loss: 0.0311763 | Time: 1593.37 ms [2022-02-03 17:36:46 main:574] : INFO : Epoch 1817 | loss: 0.031168 | val_loss: 0.0311741 | Time: 1621.9 ms [2022-02-03 17:36:48 main:574] : INFO : Epoch 1818 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 1602.35 ms [2022-02-03 17:36:49 main:574] : INFO : Epoch 1819 | loss: 0.0311674 | val_loss: 0.0311761 | Time: 1585.48 ms [2022-02-03 17:36:51 main:574] : INFO : Epoch 1820 | loss: 0.0311665 | val_loss: 0.0311726 | Time: 1625.79 ms [2022-02-03 17:36:53 main:574] : INFO : Epoch 1821 | loss: 0.0311651 | val_loss: 0.031174 | Time: 1581.88 ms [2022-02-03 17:36:54 main:574] : INFO : Epoch 1822 | loss: 0.031164 | val_loss: 0.0311735 | Time: 1587.68 ms [2022-02-03 17:36:56 main:574] : INFO : Epoch 1823 | loss: 0.0311667 | val_loss: 0.0311823 | Time: 1580.58 ms [2022-02-03 17:36:57 main:574] : INFO : Epoch 1824 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 1614.95 ms [2022-02-03 17:36:59 main:574] : INFO : Epoch 1825 | loss: 0.0311673 | val_loss: 0.0311774 | Time: 1649.38 ms [2022-02-03 17:37:01 main:574] : INFO : Epoch 1826 | loss: 0.0311674 | val_loss: 0.0311768 | Time: 1669.83 ms [2022-02-03 17:37:02 main:574] : INFO : Epoch 1827 | loss: 0.0311689 | val_loss: 0.0311733 | Time: 1591.29 ms [2022-02-03 17:37:04 main:574] : INFO : Epoch 1828 | loss: 0.0311684 | val_loss: 0.031176 | Time: 1578.6 ms [2022-02-03 17:37:05 main:574] : INFO : Epoch 1829 | loss: 0.0311683 | val_loss: 0.0311754 | Time: 1547.16 ms [2022-02-03 17:37:07 main:574] : INFO : Epoch 1830 | loss: 0.031172 | val_loss: 0.031175 | Time: 1635.37 ms [2022-02-03 17:37:09 main:574] : INFO : Epoch 1831 | loss: 0.0311669 | val_loss: 0.0311727 | Time: 1589.14 ms [2022-02-03 17:37:10 main:574] : INFO : Epoch 1832 | loss: 0.0311656 | val_loss: 0.0311743 | Time: 1619.4 ms [2022-02-03 17:37:12 main:574] : INFO : Epoch 1833 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 1561.67 ms [2022-02-03 17:37:13 main:574] : INFO : Epoch 1834 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 1583.07 ms [2022-02-03 17:37:15 main:574] : INFO : Epoch 1835 | loss: 0.0311646 | val_loss: 0.0311729 | Time: 1590.91 ms [2022-02-03 17:37:17 main:574] : INFO : Epoch 1836 | loss: 0.0311638 | val_loss: 0.031173 | Time: 1578.8 ms [2022-02-03 17:37:18 main:574] : INFO : Epoch 1837 | loss: 0.0311635 | val_loss: 0.0311756 | Time: 1564.69 ms [2022-02-03 17:37:20 main:574] : INFO : Epoch 1838 | loss: 0.0311651 | val_loss: 0.0311755 | Time: 1584.73 ms [2022-02-03 17:37:21 main:574] : INFO : Epoch 1839 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 1538.38 ms [2022-02-03 17:37:23 main:574] : INFO : Epoch 1840 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 1625.68 ms [2022-02-03 17:37:25 main:574] : INFO : Epoch 1841 | loss: 0.0311618 | val_loss: 0.0311739 | Time: 1629.97 ms [2022-02-03 17:37:26 main:574] : INFO : Epoch 1842 | loss: 0.0311626 | val_loss: 0.0311754 | Time: 1577.96 ms [2022-02-03 17:37:28 main:574] : INFO : Epoch 1843 | loss: 0.0311634 | val_loss: 0.0311774 | Time: 1589.42 ms [2022-02-03 17:37:29 main:574] : INFO : Epoch 1844 | loss: 0.0311762 | val_loss: 0.0311845 | Time: 1599.83 ms [2022-02-03 17:37:31 main:574] : INFO : Epoch 1845 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 1563.5 ms [2022-02-03 17:37:33 main:574] : INFO : Epoch 1846 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 1559.62 ms [2022-02-03 17:37:34 main:574] : INFO : Epoch 1847 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 1610.18 ms [2022-02-03 17:37:36 main:574] : INFO : Epoch 1848 | loss: 0.0311791 | val_loss: 0.0311785 | Time: 1581.06 ms [2022-02-03 17:37:37 main:574] : INFO : Epoch 1849 | loss: 0.031177 | val_loss: 0.0311833 | Time: 1571.64 ms [2022-02-03 17:37:39 main:574] : INFO : Epoch 1850 | loss: 0.0311767 | val_loss: 0.0311785 | Time: 1556.72 ms [2022-02-03 17:37:40 main:574] : INFO : Epoch 1851 | loss: 0.0311774 | val_loss: 0.0311797 | Time: 1519.18 ms [2022-02-03 17:37:42 main:574] : INFO : Epoch 1852 | loss: 0.031176 | val_loss: 0.0311775 | Time: 1594.02 ms [2022-02-03 17:37:44 main:574] : INFO : Epoch 1853 | loss: 0.0311771 | val_loss: 0.031179 | Time: 1543.51 ms [2022-02-03 17:37:45 main:574] : INFO : Epoch 1854 | loss: 0.0311786 | val_loss: 0.0311779 | Time: 1621.15 ms [2022-02-03 17:37:47 main:574] : INFO : Epoch 1855 | loss: 0.0311774 | val_loss: 0.0311776 | Time: 1594.96 ms [2022-02-03 17:37:48 main:574] : INFO : Epoch 1856 | loss: 0.0311771 | val_loss: 0.0311783 | Time: 1551.17 ms [2022-02-03 17:37:50 main:574] : INFO : Epoch 1857 | loss: 0.031175 | val_loss: 0.0311762 | Time: 1619.15 ms [2022-02-03 17:37:51 main:574] : INFO : Epoch 1858 | loss: 0.0311758 | val_loss: 0.0311757 | Time: 1579.43 ms [2022-02-03 17:37:53 main:574] : INFO : Epoch 1859 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 1614.17 ms [2022-02-03 17:37:55 main:574] : INFO : Epoch 1860 | loss: 0.0311757 | val_loss: 0.0311767 | Time: 1555.5 ms [2022-02-03 17:37:56 main:574] : INFO : Epoch 1861 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 1584.49 ms [2022-02-03 17:37:58 main:574] : INFO : Epoch 1862 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 1662.35 ms [2022-02-03 17:38:00 main:574] : INFO : Epoch 1863 | loss: 0.0311746 | val_loss: 0.0311768 | Time: 1610.37 ms [2022-02-03 17:38:01 main:574] : INFO : Epoch 1864 | loss: 0.0311759 | val_loss: 0.0311776 | Time: 1612.66 ms [2022-02-03 17:38:03 main:574] : INFO : Epoch 1865 | loss: 0.0311779 | val_loss: 0.0311812 | Time: 1616.34 ms [2022-02-03 17:38:04 main:574] : INFO : Epoch 1866 | loss: 0.031178 | val_loss: 0.0311793 | Time: 1547.77 ms [2022-02-03 17:38:06 main:574] : INFO : Epoch 1867 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 1628.81 ms [2022-02-03 17:38:08 main:574] : INFO : Epoch 1868 | loss: 0.0311759 | val_loss: 0.0311765 | Time: 1573.01 ms [2022-02-03 17:38:09 main:574] : INFO : Epoch 1869 | loss: 0.0311749 | val_loss: 0.031176 | Time: 1643.68 ms [2022-02-03 17:38:11 main:574] : INFO : Epoch 1870 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 1558.96 ms [2022-02-03 17:38:12 main:574] : INFO : Epoch 1871 | loss: 0.0311734 | val_loss: 0.0311741 | Time: 1651.87 ms [2022-02-03 17:38:14 main:574] : INFO : Epoch 1872 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 1627.31 ms [2022-02-03 17:38:16 main:574] : INFO : Epoch 1873 | loss: 0.0311729 | val_loss: 0.0311752 | Time: 1626.94 ms [2022-02-03 17:38:17 main:574] : INFO : Epoch 1874 | loss: 0.0311727 | val_loss: 0.031178 | Time: 1583.68 ms [2022-02-03 17:38:19 main:574] : INFO : Epoch 1875 | loss: 0.031173 | val_loss: 0.0311767 | Time: 1568.6 ms [2022-02-03 17:38:20 main:574] : INFO : Epoch 1876 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 1570.78 ms [2022-02-03 17:38:22 main:574] : INFO : Epoch 1877 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 1614.27 ms [2022-02-03 17:38:24 main:574] : INFO : Epoch 1878 | loss: 0.0311741 | val_loss: 0.031175 | Time: 1565.5 ms [2022-02-03 17:38:25 main:574] : INFO : Epoch 1879 | loss: 0.031174 | val_loss: 0.031177 | Time: 1621.68 ms [2022-02-03 17:38:27 main:574] : INFO : Epoch 1880 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 1581.1 ms [2022-02-03 17:38:28 main:574] : INFO : Epoch 1881 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 1582.32 ms [2022-02-03 17:38:30 main:574] : INFO : Epoch 1882 | loss: 0.0311721 | val_loss: 0.0311772 | Time: 1555.67 ms [2022-02-03 17:38:31 main:574] : INFO : Epoch 1883 | loss: 0.0311721 | val_loss: 0.0311772 | Time: 1579.28 ms [2022-02-03 17:38:33 main:574] : INFO : Epoch 1884 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 1541.56 ms [2022-02-03 17:38:35 main:574] : INFO : Epoch 1885 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 1565.59 ms [2022-02-03 17:38:36 main:574] : INFO : Epoch 1886 | loss: 0.0311714 | val_loss: 0.0311786 | Time: 1537.38 ms [2022-02-03 17:38:38 main:574] : INFO : Epoch 1887 | loss: 0.0311725 | val_loss: 0.0311803 | Time: 1534 ms [2022-02-03 17:38:39 main:574] : INFO : Epoch 1888 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 1542.99 ms [2022-02-03 17:38:41 main:574] : INFO : Epoch 1889 | loss: 0.031171 | val_loss: 0.031176 | Time: 1540.65 ms [2022-02-03 17:38:42 main:574] : INFO : Epoch 1890 | loss: 0.03117 | val_loss: 0.0311737 | Time: 1598.09 ms [2022-02-03 17:38:44 main:574] : INFO : Epoch 1891 | loss: 0.031171 | val_loss: 0.0311777 | Time: 1586.2 ms [2022-02-03 17:38:46 main:574] : INFO : Epoch 1892 | loss: 0.0311695 | val_loss: 0.0311736 | Time: 1621.88 ms [2022-02-03 17:38:47 main:574] : INFO : Epoch 1893 | loss: 0.0311698 | val_loss: 0.031174 | Time: 1519.63 ms [2022-02-03 17:38:49 main:574] : INFO : Epoch 1894 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 1562.79 ms [2022-02-03 17:38:50 main:574] : INFO : Epoch 1895 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 1581.13 ms [2022-02-03 17:38:52 main:574] : INFO : Epoch 1896 | loss: 0.0311687 | val_loss: 0.0311748 | Time: 1584.47 ms [2022-02-03 17:38:53 main:574] : INFO : Epoch 1897 | loss: 0.0311698 | val_loss: 0.0311759 | Time: 1608.59 ms [2022-02-03 17:38:55 main:574] : INFO : Epoch 1898 | loss: 0.0311696 | val_loss: 0.0311739 | Time: 1625.69 ms [2022-02-03 17:38:57 main:574] : INFO : Epoch 1899 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 1572.84 ms [2022-02-03 17:38:58 main:574] : INFO : Epoch 1900 | loss: 0.031168 | val_loss: 0.0311728 | Time: 1579.93 ms [2022-02-03 17:39:00 main:574] : INFO : Epoch 1901 | loss: 0.0311672 | val_loss: 0.0311729 | Time: 1604.15 ms [2022-02-03 17:39:01 main:574] : INFO : Epoch 1902 | loss: 0.031169 | val_loss: 0.0311779 | Time: 1621.71 ms [2022-02-03 17:39:03 main:574] : INFO : Epoch 1903 | loss: 0.0311712 | val_loss: 0.0311792 | Time: 1644.68 ms [2022-02-03 17:39:05 main:574] : INFO : Epoch 1904 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 1612.46 ms [2022-02-03 17:39:06 main:574] : INFO : Epoch 1905 | loss: 0.0311704 | val_loss: 0.0311761 | Time: 1617.76 ms [2022-02-03 17:39:08 main:574] : INFO : Epoch 1906 | loss: 0.0311721 | val_loss: 0.0311791 | Time: 1582.91 ms [2022-02-03 17:39:10 main:574] : INFO : Epoch 1907 | loss: 0.0311729 | val_loss: 0.0311772 | Time: 1616.22 ms [2022-02-03 17:39:11 main:574] : INFO : Epoch 1908 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 1562.69 ms [2022-02-03 17:39:13 main:574] : INFO : Epoch 1909 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 1496.45 ms [2022-02-03 17:39:14 main:574] : INFO : Epoch 1910 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 1599.81 ms [2022-02-03 17:39:16 main:574] : INFO : Epoch 1911 | loss: 0.0311702 | val_loss: 0.0311748 | Time: 1576.29 ms [2022-02-03 17:39:17 main:574] : INFO : Epoch 1912 | loss: 0.0311708 | val_loss: 0.0311784 | Time: 1574.14 ms [2022-02-03 17:39:19 main:574] : INFO : Epoch 1913 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 1533.05 ms [2022-02-03 17:39:21 main:574] : INFO : Epoch 1914 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 1573.4 ms [2022-02-03 17:39:22 main:574] : INFO : Epoch 1915 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 1578.63 ms [2022-02-03 17:39:24 main:574] : INFO : Epoch 1916 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 1650.5 ms [2022-02-03 17:39:25 main:574] : INFO : Epoch 1917 | loss: 0.0311735 | val_loss: 0.0311785 | Time: 1564.28 ms [2022-02-03 17:39:27 main:574] : INFO : Epoch 1918 | loss: 0.0311705 | val_loss: 0.0311751 | Time: 1581.11 ms [2022-02-03 17:39:28 main:574] : INFO : Epoch 1919 | loss: 0.03117 | val_loss: 0.0311761 | Time: 1550.44 ms [2022-02-03 17:39:30 main:574] : INFO : Epoch 1920 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 1554.83 ms [2022-02-03 17:39:32 main:574] : INFO : Epoch 1921 | loss: 0.0311696 | val_loss: 0.0311762 | Time: 1558.01 ms [2022-02-03 17:39:33 main:574] : INFO : Epoch 1922 | loss: 0.0311704 | val_loss: 0.0311801 | Time: 1551.82 ms [2022-02-03 17:39:35 main:574] : INFO : Epoch 1923 | loss: 0.031169 | val_loss: 0.031177 | Time: 1549.92 ms [2022-02-03 17:39:36 main:574] : INFO : Epoch 1924 | loss: 0.0311672 | val_loss: 0.0311754 | Time: 1557.9 ms [2022-02-03 17:39:38 main:574] : INFO : Epoch 1925 | loss: 0.0311659 | val_loss: 0.0311752 | Time: 1629.43 ms [2022-02-03 17:39:39 main:574] : INFO : Epoch 1926 | loss: 0.0311681 | val_loss: 0.031175 | Time: 1560.52 ms [2022-02-03 17:39:41 main:574] : INFO : Epoch 1927 | loss: 0.0311683 | val_loss: 0.0311761 | Time: 1606.37 ms [2022-02-03 17:39:43 main:574] : INFO : Epoch 1928 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 1585.67 ms [2022-02-03 17:39:44 main:574] : INFO : Epoch 1929 | loss: 0.0311672 | val_loss: 0.0311763 | Time: 1570.09 ms [2022-02-03 17:39:46 main:574] : INFO : Epoch 1930 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 1643.51 ms [2022-02-03 17:39:47 main:574] : INFO : Epoch 1931 | loss: 0.0311668 | val_loss: 0.0311755 | Time: 1589.77 ms [2022-02-03 17:39:49 main:574] : INFO : Epoch 1932 | loss: 0.0311655 | val_loss: 0.0311784 | Time: 1573.19 ms [2022-02-03 17:39:51 main:574] : INFO : Epoch 1933 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 1637.55 ms [2022-02-03 17:39:52 main:574] : INFO : Epoch 1934 | loss: 0.0311704 | val_loss: 0.0311784 | Time: 1585.57 ms [2022-02-03 17:39:54 main:574] : INFO : Epoch 1935 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 1572.49 ms [2022-02-03 17:39:55 main:574] : INFO : Epoch 1936 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 1596.62 ms [2022-02-03 17:39:57 main:574] : INFO : Epoch 1937 | loss: 0.0311686 | val_loss: 0.0311771 | Time: 1580.91 ms [2022-02-03 17:39:59 main:574] : INFO : Epoch 1938 | loss: 0.0311676 | val_loss: 0.031176 | Time: 1641.31 ms [2022-02-03 17:40:00 main:574] : INFO : Epoch 1939 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 1573.56 ms [2022-02-03 17:40:02 main:574] : INFO : Epoch 1940 | loss: 0.0311667 | val_loss: 0.0311801 | Time: 1610 ms [2022-02-03 17:40:03 main:574] : INFO : Epoch 1941 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 1653.85 ms [2022-02-03 17:40:05 main:574] : INFO : Epoch 1942 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 1578.13 ms [2022-02-03 17:40:07 main:574] : INFO : Epoch 1943 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 1615.73 ms [2022-02-03 17:40:08 main:574] : INFO : Epoch 1944 | loss: 0.0311682 | val_loss: 0.0311718 | Time: 1578.6 ms [2022-02-03 17:40:10 main:574] : INFO : Epoch 1945 | loss: 0.0311661 | val_loss: 0.0311709 | Time: 1635.65 ms [2022-02-03 17:40:11 main:574] : INFO : Epoch 1946 | loss: 0.0311659 | val_loss: 0.0311724 | Time: 1564.85 ms [2022-02-03 17:40:13 main:574] : INFO : Epoch 1947 | loss: 0.0311655 | val_loss: 0.0311718 | Time: 1607.69 ms [2022-02-03 17:40:15 main:574] : INFO : Epoch 1948 | loss: 0.0311654 | val_loss: 0.0311721 | Time: 1555.82 ms [2022-02-03 17:40:16 main:574] : INFO : Epoch 1949 | loss: 0.0311648 | val_loss: 0.031172 | Time: 1583.41 ms [2022-02-03 17:40:18 main:574] : INFO : Epoch 1950 | loss: 0.031165 | val_loss: 0.031172 | Time: 1565.44 ms [2022-02-03 17:40:19 main:574] : INFO : Epoch 1951 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 1590.41 ms [2022-02-03 17:40:21 main:574] : INFO : Epoch 1952 | loss: 0.0311645 | val_loss: 0.0311725 | Time: 1587.55 ms [2022-02-03 17:40:23 main:574] : INFO : Epoch 1953 | loss: 0.0311711 | val_loss: 0.0311706 | Time: 1578.15 ms [2022-02-03 17:40:24 main:574] : INFO : Epoch 1954 | loss: 0.031173 | val_loss: 0.031177 | Time: 1564.62 ms [2022-02-03 17:40:26 main:574] : INFO : Epoch 1955 | loss: 0.0311731 | val_loss: 0.0311759 | Time: 1604.24 ms [2022-02-03 17:40:27 main:574] : INFO : Epoch 1956 | loss: 0.031171 | val_loss: 0.0311745 | Time: 1557.79 ms [2022-02-03 17:40:29 main:574] : INFO : Epoch 1957 | loss: 0.0311698 | val_loss: 0.0311728 | Time: 1537.43 ms [2022-02-03 17:40:30 main:574] : INFO : Epoch 1958 | loss: 0.0311729 | val_loss: 0.0311755 | Time: 1542.82 ms [2022-02-03 17:40:32 main:574] : INFO : Epoch 1959 | loss: 0.0311733 | val_loss: 0.0311721 | Time: 1585.38 ms [2022-02-03 17:40:34 main:574] : INFO : Epoch 1960 | loss: 0.0311737 | val_loss: 0.031178 | Time: 1582.73 ms [2022-02-03 17:40:35 main:574] : INFO : Epoch 1961 | loss: 0.0311785 | val_loss: 0.0311762 | Time: 1564.73 ms [2022-02-03 17:40:37 main:574] : INFO : Epoch 1962 | loss: 0.0311758 | val_loss: 0.0311754 | Time: 1584.23 ms [2022-02-03 17:40:38 main:574] : INFO : Epoch 1963 | loss: 0.0311748 | val_loss: 0.031175 | Time: 1591.66 ms [2022-02-03 17:40:40 main:574] : INFO : Epoch 1964 | loss: 0.0311732 | val_loss: 0.0311738 | Time: 1573.82 ms [2022-02-03 17:40:41 main:574] : INFO : Epoch 1965 | loss: 0.0311749 | val_loss: 0.0311732 | Time: 1551.74 ms [2022-02-03 17:40:43 main:574] : INFO : Epoch 1966 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 1609.4 ms [2022-02-03 17:40:45 main:574] : INFO : Epoch 1967 | loss: 0.0311746 | val_loss: 0.0311749 | Time: 1573.89 ms [2022-02-03 17:40:46 main:574] : INFO : Epoch 1968 | loss: 0.0311748 | val_loss: 0.0311716 | Time: 1586.55 ms [2022-02-03 17:40:48 main:574] : INFO : Epoch 1969 | loss: 0.0311768 | val_loss: 0.031174 | Time: 1605.41 ms [2022-02-03 17:40:49 main:574] : INFO : Epoch 1970 | loss: 0.0311762 | val_loss: 0.0311721 | Time: 1573.04 ms [2022-02-03 17:40:51 main:574] : INFO : Epoch 1971 | loss: 0.0311728 | val_loss: 0.0311721 | Time: 1622.69 ms [2022-02-03 17:40:53 main:574] : INFO : Epoch 1972 | loss: 0.0311708 | val_loss: 0.0311706 | Time: 1605.28 ms [2022-02-03 17:40:54 main:574] : INFO : Epoch 1973 | loss: 0.031175 | val_loss: 0.0311701 | Time: 1596.46 ms [2022-02-03 17:40:56 main:574] : INFO : Epoch 1974 | loss: 0.031171 | val_loss: 0.0311695 | Time: 1580.53 ms [2022-02-03 17:40:57 main:574] : INFO : Epoch 1975 | loss: 0.0311715 | val_loss: 0.031172 | Time: 1580.33 ms [2022-02-03 17:40:59 main:574] : INFO : Epoch 1976 | loss: 0.0311712 | val_loss: 0.0311705 | Time: 1621.87 ms [2022-02-03 17:41:01 main:574] : INFO : Epoch 1977 | loss: 0.0311699 | val_loss: 0.0311683 | Time: 1624.25 ms [2022-02-03 17:41:02 main:574] : INFO : Epoch 1978 | loss: 0.0311689 | val_loss: 0.0311709 | Time: 1631.79 ms [2022-02-03 17:41:04 main:574] : INFO : Epoch 1979 | loss: 0.0311675 | val_loss: 0.0311703 | Time: 1614.2 ms [2022-02-03 17:41:06 main:574] : INFO : Epoch 1980 | loss: 0.0311678 | val_loss: 0.0311691 | Time: 1615.78 ms [2022-02-03 17:41:07 main:574] : INFO : Epoch 1981 | loss: 0.0311662 | val_loss: 0.0311723 | Time: 1613.83 ms [2022-02-03 17:41:09 main:574] : INFO : Epoch 1982 | loss: 0.0311667 | val_loss: 0.0311668 | Time: 1579.05 ms [2022-02-03 17:41:10 main:574] : INFO : Epoch 1983 | loss: 0.0311653 | val_loss: 0.0311763 | Time: 1598.19 ms [2022-02-03 17:41:12 main:574] : INFO : Epoch 1984 | loss: 0.0311689 | val_loss: 0.0311708 | Time: 1582.37 ms [2022-02-03 17:41:14 main:574] : INFO : Epoch 1985 | loss: 0.0311677 | val_loss: 0.0311753 | Time: 1598.17 ms [2022-02-03 17:41:15 main:574] : INFO : Epoch 1986 | loss: 0.0311713 | val_loss: 0.0311711 | Time: 1638.04 ms [2022-02-03 17:41:17 main:574] : INFO : Epoch 1987 | loss: 0.0311666 | val_loss: 0.0311681 | Time: 1620.39 ms [2022-02-03 17:41:18 main:574] : INFO : Epoch 1988 | loss: 0.0311655 | val_loss: 0.0311681 | Time: 1583.47 ms [2022-02-03 17:41:20 main:574] : INFO : Epoch 1989 | loss: 0.031169 | val_loss: 0.0311686 | Time: 1585.07 ms [2022-02-03 17:41:22 main:574] : INFO : Epoch 1990 | loss: 0.0311673 | val_loss: 0.0311715 | Time: 1603.88 ms [2022-02-03 17:41:23 main:574] : INFO : Epoch 1991 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 1571.51 ms [2022-02-03 17:41:25 main:574] : INFO : Epoch 1992 | loss: 0.0311652 | val_loss: 0.0311698 | Time: 1577.39 ms [2022-02-03 17:41:26 main:574] : INFO : Epoch 1993 | loss: 0.0311652 | val_loss: 0.0311691 | Time: 1630.28 ms [2022-02-03 17:41:28 main:574] : INFO : Epoch 1994 | loss: 0.0311678 | val_loss: 0.0311725 | Time: 1611.8 ms [2022-02-03 17:41:30 main:574] : INFO : Epoch 1995 | loss: 0.031168 | val_loss: 0.0311702 | Time: 1612.53 ms [2022-02-03 17:41:31 main:574] : INFO : Epoch 1996 | loss: 0.031167 | val_loss: 0.0311729 | Time: 1585.42 ms [2022-02-03 17:41:33 main:574] : INFO : Epoch 1997 | loss: 0.0311663 | val_loss: 0.0311732 | Time: 1556.43 ms [2022-02-03 17:41:34 main:574] : INFO : Epoch 1998 | loss: 0.0311646 | val_loss: 0.0311695 | Time: 1575.62 ms [2022-02-03 17:41:36 main:574] : INFO : Epoch 1999 | loss: 0.0311636 | val_loss: 0.0311681 | Time: 1605.48 ms [2022-02-03 17:41:37 main:574] : INFO : Epoch 2000 | loss: 0.0311634 | val_loss: 0.0311692 | Time: 1565.04 ms [2022-02-03 17:41:39 main:574] : INFO : Epoch 2001 | loss: 0.0311639 | val_loss: 0.0311689 | Time: 1652.15 ms [2022-02-03 17:41:41 main:574] : INFO : Epoch 2002 | loss: 0.0311632 | val_loss: 0.0311693 | Time: 1593.75 ms [2022-02-03 17:41:42 main:574] : INFO : Epoch 2003 | loss: 0.0311626 | val_loss: 0.0311686 | Time: 1536.49 ms [2022-02-03 17:41:44 main:574] : INFO : Epoch 2004 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 1607.22 ms [2022-02-03 17:41:45 main:574] : INFO : Epoch 2005 | loss: 0.0311628 | val_loss: 0.0311705 | Time: 1606.38 ms [2022-02-03 17:41:47 main:574] : INFO : Epoch 2006 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 1610.92 ms [2022-02-03 17:41:49 main:574] : INFO : Epoch 2007 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 1525.74 ms [2022-02-03 17:41:50 main:574] : INFO : Epoch 2008 | loss: 0.0311656 | val_loss: 0.0311708 | Time: 1624.74 ms [2022-02-03 17:41:52 main:574] : INFO : Epoch 2009 | loss: 0.0311653 | val_loss: 0.0311737 | Time: 1567.85 ms [2022-02-03 17:41:53 main:574] : INFO : Epoch 2010 | loss: 0.0311651 | val_loss: 0.031177 | Time: 1633.23 ms [2022-02-03 17:41:55 main:574] : INFO : Epoch 2011 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 1649.39 ms [2022-02-03 17:41:57 main:574] : INFO : Epoch 2012 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 1607.72 ms [2022-02-03 17:41:58 main:574] : INFO : Epoch 2013 | loss: 0.0311623 | val_loss: 0.0311723 | Time: 1610.65 ms [2022-02-03 17:42:00 main:574] : INFO : Epoch 2014 | loss: 0.0311625 | val_loss: 0.0311709 | Time: 1542.59 ms [2022-02-03 17:42:01 main:574] : INFO : Epoch 2015 | loss: 0.0311643 | val_loss: 0.0311706 | Time: 1550.02 ms [2022-02-03 17:42:03 main:574] : INFO : Epoch 2016 | loss: 0.0311657 | val_loss: 0.0311706 | Time: 1610.58 ms [2022-02-03 17:42:05 main:574] : INFO : Epoch 2017 | loss: 0.0311641 | val_loss: 0.0311733 | Time: 1585.39 ms [2022-02-03 17:42:06 main:574] : INFO : Epoch 2018 | loss: 0.0311637 | val_loss: 0.0311721 | Time: 1537.3 ms [2022-02-03 17:42:08 main:574] : INFO : Epoch 2019 | loss: 0.0311651 | val_loss: 0.0311729 | Time: 1565.65 ms [2022-02-03 17:42:09 main:574] : INFO : Epoch 2020 | loss: 0.0311638 | val_loss: 0.031171 | Time: 1575.46 ms [2022-02-03 17:42:11 main:574] : INFO : Epoch 2021 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 1569.68 ms [2022-02-03 17:42:12 main:574] : INFO : Epoch 2022 | loss: 0.0311654 | val_loss: 0.0311703 | Time: 1514.68 ms [2022-02-03 17:42:14 main:574] : INFO : Epoch 2023 | loss: 0.0311658 | val_loss: 0.0311728 | Time: 1594.43 ms [2022-02-03 17:42:16 main:574] : INFO : Epoch 2024 | loss: 0.0311663 | val_loss: 0.0311784 | Time: 1632.03 ms [2022-02-03 17:42:17 main:574] : INFO : Epoch 2025 | loss: 0.0311653 | val_loss: 0.0311717 | Time: 1561.6 ms [2022-02-03 17:42:19 main:574] : INFO : Epoch 2026 | loss: 0.0311642 | val_loss: 0.0311717 | Time: 1559.71 ms [2022-02-03 17:42:20 main:574] : INFO : Epoch 2027 | loss: 0.0311656 | val_loss: 0.0311715 | Time: 1588.75 ms [2022-02-03 17:42:22 main:574] : INFO : Epoch 2028 | loss: 0.0311635 | val_loss: 0.0311728 | Time: 1596.67 ms [2022-02-03 17:42:24 main:574] : INFO : Epoch 2029 | loss: 0.0311652 | val_loss: 0.0311734 | Time: 1562.4 ms [2022-02-03 17:42:25 main:574] : INFO : Epoch 2030 | loss: 0.031167 | val_loss: 0.0311701 | Time: 1548.16 ms [2022-02-03 17:42:27 main:574] : INFO : Epoch 2031 | loss: 0.031165 | val_loss: 0.0311769 | Time: 1574.02 ms [2022-02-03 17:42:28 main:574] : INFO : Epoch 2032 | loss: 0.0311685 | val_loss: 0.031174 | Time: 1618.17 ms [2022-02-03 17:42:30 main:574] : INFO : Epoch 2033 | loss: 0.0311662 | val_loss: 0.0311686 | Time: 1519.61 ms [2022-02-03 17:42:31 main:574] : INFO : Epoch 2034 | loss: 0.0311675 | val_loss: 0.0311817 | Time: 1544.59 ms [2022-02-03 17:42:33 main:574] : INFO : Epoch 2035 | loss: 0.0311669 | val_loss: 0.0311727 | Time: 1613.09 ms [2022-02-03 17:42:35 main:574] : INFO : Epoch 2036 | loss: 0.0311641 | val_loss: 0.031172 | Time: 1594.44 ms [2022-02-03 17:42:36 main:574] : INFO : Epoch 2037 | loss: 0.031166 | val_loss: 0.0311747 | Time: 1593.68 ms [2022-02-03 17:42:38 main:574] : INFO : Epoch 2038 | loss: 0.0311644 | val_loss: 0.031173 | Time: 1521.24 ms [2022-02-03 17:42:39 main:574] : INFO : Epoch 2039 | loss: 0.0311632 | val_loss: 0.0311725 | Time: 1602.79 ms [2022-02-03 17:42:41 main:574] : INFO : Epoch 2040 | loss: 0.0311629 | val_loss: 0.0311727 | Time: 1575.42 ms [2022-02-03 17:42:42 main:574] : INFO : Epoch 2041 | loss: 0.0311659 | val_loss: 0.0311785 | Time: 1585.92 ms [2022-02-03 17:42:44 main:574] : INFO : Epoch 2042 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 1544.8 ms [2022-02-03 17:42:46 main:574] : INFO : Epoch 2043 | loss: 0.0311719 | val_loss: 0.0311793 | Time: 1571.95 ms [2022-02-03 17:42:47 main:574] : INFO : Epoch 2044 | loss: 0.0311695 | val_loss: 0.0311753 | Time: 1588.86 ms [2022-02-03 17:42:49 main:574] : INFO : Epoch 2045 | loss: 0.0311668 | val_loss: 0.031175 | Time: 1596.17 ms [2022-02-03 17:42:50 main:574] : INFO : Epoch 2046 | loss: 0.0311657 | val_loss: 0.0311738 | Time: 1561.47 ms [2022-02-03 17:42:52 main:574] : INFO : Epoch 2047 | loss: 0.0311648 | val_loss: 0.0311722 | Time: 1583.44 ms [2022-02-03 17:42:53 main:574] : INFO : Epoch 2048 | loss: 0.031164 | val_loss: 0.031172 | Time: 1580.9 ms [2022-02-03 17:42:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031172 [2022-02-03 17:42:54 main:603] : INFO : Saving end state to config to file [2022-02-03 17:42:54 main:608] : INFO : Success, exiting.. 17:42:54 (7232): 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)