Task 13689636
| Name | ParityModified-1647048013-22205-1-0_0 |
| Workunit | 10780497 |
| Created | 24 Mar 2022, 3:04:53 UTC |
| Sent | 31 Mar 2022, 8:00:27 UTC |
| Report deadline | 8 Apr 2022, 8:00:27 UTC |
| Received | 31 Mar 2022, 11:56:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15842 |
| Run time | 57 min 15 sec |
| CPU time | 56 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :55 main:574] : INFO : Epoch 1542 | loss: 0.030959 | val_loss: 0.0312779 | Time: 1665.42 ms [2022-03-31 04:41:57 main:574] : INFO : Epoch 1543 | loss: 0.030964 | val_loss: 0.0312906 | Time: 1676.6 ms [2022-03-31 04:41:58 main:574] : INFO : Epoch 1544 | loss: 0.0309722 | val_loss: 0.0312756 | Time: 1663.64 ms [2022-03-31 04:42:00 main:574] : INFO : Epoch 1545 | loss: 0.0309921 | val_loss: 0.0312691 | Time: 1669.85 ms [2022-03-31 04:42:02 main:574] : INFO : Epoch 1546 | loss: 0.0309836 | val_loss: 0.0312895 | Time: 1680.09 ms [2022-03-31 04:42:03 main:574] : INFO : Epoch 1547 | loss: 0.0309693 | val_loss: 0.0312785 | Time: 1667.27 ms [2022-03-31 04:42:05 main:574] : INFO : Epoch 1548 | loss: 0.0309768 | val_loss: 0.0312823 | Time: 1663.08 ms [2022-03-31 04:42:07 main:574] : INFO : Epoch 1549 | loss: 0.030995 | val_loss: 0.0312694 | Time: 1683.32 ms [2022-03-31 04:42:08 main:574] : INFO : Epoch 1550 | loss: 0.0309726 | val_loss: 0.031277 | Time: 1670.58 ms [2022-03-31 04:42:10 main:574] : INFO : Epoch 1551 | loss: 0.0309754 | val_loss: 0.0312765 | Time: 1653.61 ms [2022-03-31 04:42:12 main:574] : INFO : Epoch 1552 | loss: 0.0309659 | val_loss: 0.0312763 | Time: 1675.42 ms [2022-03-31 04:42:13 main:574] : INFO : Epoch 1553 | loss: 0.0309764 | val_loss: 0.0313098 | Time: 1671.55 ms [2022-03-31 04:42:15 main:574] : INFO : Epoch 1554 | loss: 0.0309665 | val_loss: 0.0312779 | Time: 1671.47 ms [2022-03-31 04:42:17 main:574] : INFO : Epoch 1555 | loss: 0.0309813 | val_loss: 0.0313099 | Time: 1676.91 ms [2022-03-31 04:42:18 main:574] : INFO : Epoch 1556 | loss: 0.0309755 | val_loss: 0.0313079 | Time: 1666.09 ms [2022-03-31 04:42:20 main:574] : INFO : Epoch 1557 | loss: 0.0309641 | val_loss: 0.0313332 | Time: 1658.92 ms [2022-03-31 04:42:22 main:574] : INFO : Epoch 1558 | loss: 0.0309681 | val_loss: 0.031299 | Time: 1673.16 ms [2022-03-31 04:42:23 main:574] : INFO : Epoch 1559 | loss: 0.0309622 | val_loss: 0.0313052 | Time: 1663.76 ms [2022-03-31 04:42:25 main:574] : INFO : Epoch 1560 | loss: 0.0309721 | val_loss: 0.0312878 | Time: 1674.81 ms [2022-03-31 04:42:27 main:574] : INFO : Epoch 1561 | loss: 0.0309781 | val_loss: 0.0312872 | Time: 1672.84 ms [2022-03-31 04:42:29 main:574] : INFO : Epoch 1562 | loss: 0.0309688 | val_loss: 0.0313221 | Time: 1659.73 ms [2022-03-31 04:42:30 main:574] : INFO : Epoch 1563 | loss: 0.030963 | val_loss: 0.0313238 | Time: 1667.46 ms [2022-03-31 04:42:32 main:574] : INFO : Epoch 1564 | loss: 0.030965 | val_loss: 0.0312967 | Time: 1675.25 ms [2022-03-31 04:42:34 main:574] : INFO : Epoch 1565 | loss: 0.0309625 | val_loss: 0.0312691 | Time: 1665.98 ms [2022-03-31 04:42:35 main:574] : INFO : Epoch 1566 | loss: 0.030965 | val_loss: 0.0312992 | Time: 1665.68 ms [2022-03-31 04:42:37 main:574] : INFO : Epoch 1567 | loss: 0.0309666 | val_loss: 0.0312794 | Time: 1671.04 ms [2022-03-31 04:42:39 main:574] : INFO : Epoch 1568 | loss: 0.0309634 | val_loss: 0.0313212 | Time: 1675.54 ms [2022-03-31 04:42:40 main:574] : INFO : Epoch 1569 | loss: 0.0309632 | val_loss: 0.0312961 | Time: 1663.54 ms [2022-03-31 04:42:42 main:574] : INFO : Epoch 1570 | loss: 0.0309745 | val_loss: 0.0313307 | Time: 1674.04 ms [2022-03-31 04:42:44 main:574] : INFO : Epoch 1571 | loss: 0.0309615 | val_loss: 0.0312927 | Time: 1676.7 ms [2022-03-31 04:42:45 main:574] : INFO : Epoch 1572 | loss: 0.0309656 | val_loss: 0.0313019 | Time: 1658.67 ms [2022-03-31 04:42:47 main:574] : INFO : Epoch 1573 | loss: 0.0309751 | val_loss: 0.0312633 | Time: 1665.86 ms [2022-03-31 04:42:49 main:574] : INFO : Epoch 1574 | loss: 0.0309777 | val_loss: 0.0312959 | Time: 1669.39 ms [2022-03-31 04:42:50 main:574] : INFO : Epoch 1575 | loss: 0.0309737 | val_loss: 0.0313203 | Time: 1671.78 ms [2022-03-31 04:42:52 main:574] : INFO : Epoch 1576 | loss: 0.0309621 | val_loss: 0.0312753 | Time: 1676.11 ms [2022-03-31 04:42:54 main:574] : INFO : Epoch 1577 | loss: 0.0309727 | val_loss: 0.0312837 | Time: 1671.58 ms [2022-03-31 04:42:55 main:574] : INFO : Epoch 1578 | loss: 0.0309725 | val_loss: 0.0312989 | Time: 1657.03 ms [2022-03-31 04:42:57 main:574] : INFO : Epoch 1579 | loss: 0.03097 | val_loss: 0.0313028 | Time: 1666.86 ms [2022-03-31 04:42:59 main:574] : INFO : Epoch 1580 | loss: 0.0309655 | val_loss: 0.0313052 | Time: 1659.3 ms [2022-03-31 04:43:00 main:574] : INFO : Epoch 1581 | loss: 0.0309591 | val_loss: 0.0313112 | Time: 1673.09 ms [2022-03-31 04:43:02 main:574] : INFO : Epoch 1582 | loss: 0.0309672 | val_loss: 0.0313614 | Time: 1677.59 ms [2022-03-31 04:43:04 main:574] : INFO : Epoch 1583 | loss: 0.0309902 | val_loss: 0.0313059 | Time: 1656.9 ms [2022-03-31 04:43:05 main:574] : INFO : Epoch 1584 | loss: 0.0309807 | val_loss: 0.0312629 | Time: 1654.64 ms [2022-03-31 04:43:07 main:574] : INFO : Epoch 1585 | loss: 0.0309745 | val_loss: 0.0313041 | Time: 1680.3 ms [2022-03-31 04:43:09 main:574] : INFO : Epoch 1586 | loss: 0.030968 | val_loss: 0.0312754 | Time: 1669.52 ms [2022-03-31 04:43:10 main:574] : INFO : Epoch 1587 | loss: 0.0309717 | val_loss: 0.0313397 | Time: 1664.7 ms [2022-03-31 04:43:12 main:574] : INFO : Epoch 1588 | loss: 0.0309649 | val_loss: 0.0313321 | Time: 1678.39 ms [2022-03-31 04:43:14 main:574] : INFO : Epoch 1589 | loss: 0.030957 | val_loss: 0.0313073 | Time: 1655.86 ms [2022-03-31 04:43:15 main:574] : INFO : Epoch 1590 | loss: 0.0309627 | val_loss: 0.0313533 | Time: 1676.31 ms [2022-03-31 04:43:17 main:574] : INFO : Epoch 1591 | loss: 0.0309698 | val_loss: 0.0312995 | Time: 1676.09 ms [2022-03-31 04:43:19 main:574] : INFO : Epoch 1592 | loss: 0.0309579 | val_loss: 0.0312889 | Time: 1660.73 ms [2022-03-31 04:43:20 main:574] : INFO : Epoch 1593 | loss: 0.0309685 | val_loss: 0.0312994 | Time: 1668.32 ms [2022-03-31 04:43:22 main:574] : INFO : Epoch 1594 | loss: 0.0309672 | val_loss: 0.0312817 | Time: 1674.3 ms [2022-03-31 04:43:24 main:574] : INFO : Epoch 1595 | loss: 0.030967 | val_loss: 0.0312842 | Time: 1666.45 ms [2022-03-31 04:43:25 main:574] : INFO : Epoch 1596 | loss: 0.0309669 | val_loss: 0.0312965 | Time: 1680.51 ms [2022-03-31 04:43:27 main:574] : INFO : Epoch 1597 | loss: 0.0309674 | val_loss: 0.0313163 | Time: 1663.89 ms [2022-03-31 04:43:29 main:574] : INFO : Epoch 1598 | loss: 0.03097 | val_loss: 0.0312747 | Time: 1660.7 ms [2022-03-31 04:43:30 main:574] : INFO : Epoch 1599 | loss: 0.0309584 | val_loss: 0.0312966 | Time: 1666.04 ms [2022-03-31 04:43:32 main:574] : INFO : Epoch 1600 | loss: 0.0309649 | val_loss: 0.03131 | Time: 1672.92 ms [2022-03-31 04:43:34 main:574] : INFO : Epoch 1601 | loss: 0.0309658 | val_loss: 0.0313187 | Time: 1669.58 ms [2022-03-31 04:43:35 main:574] : INFO : Epoch 1602 | loss: 0.0309682 | val_loss: 0.0312735 | Time: 1672.62 ms [2022-03-31 04:43:37 main:574] : INFO : Epoch 1603 | loss: 0.030974 | val_loss: 0.0313179 | Time: 1671.98 ms [2022-03-31 04:43:39 main:574] : INFO : Epoch 1604 | loss: 0.030969 | val_loss: 0.0313307 | Time: 1659.65 ms [2022-03-31 04:43:40 main:574] : INFO : Epoch 1605 | loss: 0.0309591 | val_loss: 0.0312936 | Time: 1668.24 ms [2022-03-31 04:43:42 main:574] : INFO : Epoch 1606 | loss: 0.030971 | val_loss: 0.0312834 | Time: 1674.58 ms [2022-03-31 04:43:44 main:574] : INFO : Epoch 1607 | loss: 0.0309651 | val_loss: 0.0313102 | Time: 1670.95 ms [2022-03-31 04:43:45 main:574] : INFO : Epoch 1608 | loss: 0.0309588 | val_loss: 0.0312903 | Time: 1663.69 ms [2022-03-31 04:43:47 main:574] : INFO : Epoch 1609 | loss: 0.03096 | val_loss: 0.0313434 | Time: 1673.82 ms [2022-03-31 04:43:49 main:574] : INFO : Epoch 1610 | loss: 0.0309568 | val_loss: 0.031302 | Time: 1656.09 ms [2022-03-31 04:43:50 main:574] : INFO : Epoch 1611 | loss: 0.0309543 | val_loss: 0.0313193 | Time: 1671.69 ms [2022-03-31 04:43:52 main:574] : INFO : Epoch 1612 | loss: 0.0309645 | val_loss: 0.0312951 | Time: 1673.59 ms [2022-03-31 04:43:54 main:574] : INFO : Epoch 1613 | loss: 0.0309726 | val_loss: 0.0312622 | Time: 1670.08 ms [2022-03-31 04:43:55 main:574] : INFO : Epoch 1614 | loss: 0.0309643 | val_loss: 0.0313108 | Time: 1657.4 ms [2022-03-31 04:43:57 main:574] : INFO : Epoch 1615 | loss: 0.030962 | val_loss: 0.0313069 | Time: 1683.38 ms [2022-03-31 04:43:59 main:574] : INFO : Epoch 1616 | loss: 0.0309691 | val_loss: 0.0313184 | Time: 1684.52 ms [2022-03-31 04:44:01 main:574] : INFO : Epoch 1617 | loss: 0.0309654 | val_loss: 0.0312945 | Time: 1665.41 ms [2022-03-31 04:44:02 main:574] : INFO : Epoch 1618 | loss: 0.0309676 | val_loss: 0.0313189 | Time: 1672.4 ms [2022-03-31 04:44:04 main:574] : INFO : Epoch 1619 | loss: 0.0309694 | val_loss: 0.0313101 | Time: 1672.37 ms [2022-03-31 04:44:06 main:574] : INFO : Epoch 1620 | loss: 0.0309661 | val_loss: 0.0313299 | Time: 1660.8 ms [2022-03-31 04:44:07 main:574] : INFO : Epoch 1621 | loss: 0.0309642 | val_loss: 0.0312854 | Time: 1673.32 ms [2022-03-31 04:44:09 main:574] : INFO : Epoch 1622 | loss: 0.030967 | val_loss: 0.0313094 | Time: 1664.07 ms [2022-03-31 04:44:11 main:574] : INFO : Epoch 1623 | loss: 0.0309656 | val_loss: 0.0313456 | Time: 1664.07 ms [2022-03-31 04:44:12 main:574] : INFO : Epoch 1624 | loss: 0.0309671 | val_loss: 0.0313116 | Time: 1676.2 ms [2022-03-31 04:44:14 main:574] : INFO : Epoch 1625 | loss: 0.0309654 | val_loss: 0.0312989 | Time: 1660.22 ms [2022-03-31 04:44:16 main:574] : INFO : Epoch 1626 | loss: 0.0309768 | val_loss: 0.0312392 | Time: 1673.23 ms [2022-03-31 04:44:17 main:574] : INFO : Epoch 1627 | loss: 0.0309836 | val_loss: 0.0312837 | Time: 1669.88 ms [2022-03-31 04:44:19 main:574] : INFO : Epoch 1628 | loss: 0.0309682 | val_loss: 0.0312793 | Time: 1645.44 ms [2022-03-31 04:44:21 main:574] : INFO : Epoch 1629 | loss: 0.030975 | val_loss: 0.0312803 | Time: 1670.03 ms [2022-03-31 04:44:22 main:574] : INFO : Epoch 1630 | loss: 0.0309715 | val_loss: 0.0312906 | Time: 1673.32 ms [2022-03-31 04:44:24 main:574] : INFO : Epoch 1631 | loss: 0.0309678 | val_loss: 0.0312744 | Time: 1663.61 ms [2022-03-31 04:44:26 main:574] : INFO : Epoch 1632 | loss: 0.0309683 | val_loss: 0.0312828 | Time: 1659.8 ms [2022-03-31 04:44:27 main:574] : INFO : Epoch 1633 | loss: 0.0309736 | val_loss: 0.0312845 | Time: 1678.94 ms [2022-03-31 04:44:29 main:574] : INFO : Epoch 1634 | loss: 0.0309613 | val_loss: 0.0313109 | Time: 1656.84 ms [2022-03-31 04:44:31 main:574] : INFO : Epoch 1635 | loss: 0.0309589 | val_loss: 0.0313327 | Time: 1676.07 ms [2022-03-31 04:44:32 main:574] : INFO : Epoch 1636 | loss: 0.0310082 | val_loss: 0.0312524 | Time: 1669.16 ms [2022-03-31 04:44:34 main:574] : INFO : Epoch 1637 | loss: 0.031002 | val_loss: 0.0312841 | Time: 1661.79 ms [2022-03-31 04:44:36 main:574] : INFO : Epoch 1638 | loss: 0.0309736 | val_loss: 0.03127 | Time: 1663.52 ms [2022-03-31 04:44:37 main:574] : INFO : Epoch 1639 | loss: 0.0309682 | val_loss: 0.0312978 | Time: 1673.48 ms [2022-03-31 04:44:39 main:574] : INFO : Epoch 1640 | loss: 0.0309659 | val_loss: 0.0313524 | Time: 1663.84 ms [2022-03-31 04:44:41 main:574] : INFO : Epoch 1641 | loss: 0.0309683 | val_loss: 0.0313375 | Time: 1656.27 ms [2022-03-31 04:44:42 main:574] : INFO : Epoch 1642 | loss: 0.0309682 | val_loss: 0.0312977 | Time: 1675.57 ms [2022-03-31 04:44:44 main:574] : INFO : Epoch 1643 | loss: 0.0309698 | val_loss: 0.0313131 | Time: 1661.38 ms [2022-03-31 04:44:46 main:574] : INFO : Epoch 1644 | loss: 0.0309667 | val_loss: 0.031305 | Time: 1679.07 ms [2022-03-31 04:44:47 main:574] : INFO : Epoch 1645 | loss: 0.03097 | val_loss: 0.0312901 | Time: 1673.39 ms [2022-03-31 04:44:49 main:574] : INFO : Epoch 1646 | loss: 0.0309779 | val_loss: 0.0312359 | Time: 1667.45 ms [2022-03-31 04:44:51 main:574] : INFO : Epoch 1647 | loss: 0.0309839 | val_loss: 0.0312618 | Time: 1663.98 ms [2022-03-31 04:44:52 main:574] : INFO : Epoch 1648 | loss: 0.030972 | val_loss: 0.0313022 | Time: 1675.13 ms [2022-03-31 04:44:54 main:574] : INFO : Epoch 1649 | loss: 0.0309607 | val_loss: 0.0313232 | Time: 1669.34 ms [2022-03-31 04:44:56 main:574] : INFO : Epoch 1650 | loss: 0.0309622 | val_loss: 0.0313287 | Time: 1677.05 ms [2022-03-31 04:44:57 main:574] : INFO : Epoch 1651 | loss: 0.0309638 | val_loss: 0.0313139 | Time: 1670.21 ms [2022-03-31 04:44:59 main:574] : INFO : Epoch 1652 | loss: 0.0309673 | val_loss: 0.0313435 | Time: 1671.56 ms [2022-03-31 04:45:01 main:574] : INFO : Epoch 1653 | loss: 0.0309622 | val_loss: 0.031333 | Time: 1660.89 ms [2022-03-31 04:45:02 main:574] : INFO : Epoch 1654 | loss: 0.0309633 | val_loss: 0.0312648 | Time: 1670.36 ms [2022-03-31 04:45:04 main:574] : INFO : Epoch 1655 | loss: 0.0309629 | val_loss: 0.0312809 | Time: 1666.73 ms [2022-03-31 04:45:06 main:574] : INFO : Epoch 1656 | loss: 0.0309658 | val_loss: 0.0313108 | Time: 1658.69 ms [2022-03-31 04:45:07 main:574] : INFO : Epoch 1657 | loss: 0.0309537 | val_loss: 0.031329 | Time: 1674.8 ms [2022-03-31 04:45:09 main:574] : INFO : Epoch 1658 | loss: 0.0309639 | val_loss: 0.0313149 | Time: 1667.58 ms [2022-03-31 04:45:11 main:574] : INFO : Epoch 1659 | loss: 0.0309642 | val_loss: 0.0313105 | Time: 1655.94 ms [2022-03-31 04:45:12 main:574] : INFO : Epoch 1660 | loss: 0.0309797 | val_loss: 0.0312834 | Time: 1668.88 ms [2022-03-31 04:45:14 main:574] : INFO : Epoch 1661 | loss: 0.0309708 | val_loss: 0.0312531 | Time: 1665.42 ms [2022-03-31 04:45:16 main:574] : INFO : Epoch 1662 | loss: 0.0309757 | val_loss: 0.0312621 | Time: 1669.94 ms [2022-03-31 04:45:17 main:574] : INFO : Epoch 1663 | loss: 0.0309704 | val_loss: 0.0313186 | Time: 1664.77 ms [2022-03-31 04:45:19 main:574] : INFO : Epoch 1664 | loss: 0.0309651 | val_loss: 0.0312754 | Time: 1665 ms [2022-03-31 04:45:21 main:574] : INFO : Epoch 1665 | loss: 0.0309654 | val_loss: 0.0312807 | Time: 1673.64 ms [2022-03-31 04:45:22 main:574] : INFO : Epoch 1666 | loss: 0.0309663 | val_loss: 0.0312814 | Time: 1668.46 ms [2022-03-31 04:45:24 main:574] : INFO : Epoch 1667 | loss: 0.0309732 | val_loss: 0.0312933 | Time: 1654.95 ms [2022-03-31 04:45:26 main:574] : INFO : Epoch 1668 | loss: 0.0309839 | val_loss: 0.0312721 | Time: 1664.11 ms [2022-03-31 04:45:27 main:574] : INFO : Epoch 1669 | loss: 0.0309718 | val_loss: 0.0313155 | Time: 1677.67 ms [2022-03-31 04:45:29 main:574] : INFO : Epoch 1670 | loss: 0.0309668 | val_loss: 0.0313049 | Time: 1668.23 ms [2022-03-31 04:45:31 main:574] : INFO : Epoch 1671 | loss: 0.0309676 | val_loss: 0.0312684 | Time: 1665.05 ms [2022-03-31 04:45:32 main:574] : INFO : Epoch 1672 | loss: 0.0309728 | val_loss: 0.0312895 | Time: 1673.06 ms [2022-03-31 04:45:34 main:574] : INFO : Epoch 1673 | loss: 0.0309669 | val_loss: 0.0312829 | Time: 1659.78 ms [2022-03-31 04:45:36 main:574] : INFO : Epoch 1674 | loss: 0.0309736 | val_loss: 0.0312942 | Time: 1669.39 ms [2022-03-31 04:45:37 main:574] : INFO : Epoch 1675 | loss: 0.03096 | val_loss: 0.0313002 | Time: 1677.57 ms [2022-03-31 04:45:39 main:574] : INFO : Epoch 1676 | loss: 0.0309563 | val_loss: 0.0313064 | Time: 1659.51 ms [2022-03-31 04:45:41 main:574] : INFO : Epoch 1677 | loss: 0.0309584 | val_loss: 0.0313247 | Time: 1660.96 ms [2022-03-31 04:45:42 main:574] : INFO : Epoch 1678 | loss: 0.0309656 | val_loss: 0.0313014 | Time: 1684.88 ms [2022-03-31 04:45:44 main:574] : INFO : Epoch 1679 | loss: 0.030968 | val_loss: 0.0313113 | Time: 1668.28 ms [2022-03-31 04:45:46 main:574] : INFO : Epoch 1680 | loss: 0.030966 | val_loss: 0.0312684 | Time: 1673.63 ms [2022-03-31 04:45:47 main:574] : INFO : Epoch 1681 | loss: 0.0309602 | val_loss: 0.0312704 | Time: 1671.43 ms [2022-03-31 04:45:49 main:574] : INFO : Epoch 1682 | loss: 0.0309654 | val_loss: 0.0312832 | Time: 1671.96 ms [2022-03-31 04:45:51 main:574] : INFO : Epoch 1683 | loss: 0.030969 | val_loss: 0.0312746 | Time: 1670.69 ms [2022-03-31 04:45:53 main:574] : INFO : Epoch 1684 | loss: 0.0309655 | val_loss: 0.0312991 | Time: 1671.73 ms [2022-03-31 04:45:54 main:574] : INFO : Epoch 1685 | loss: 0.0309619 | val_loss: 0.0312894 | Time: 1668.18 ms [2022-03-31 04:45:56 main:574] : INFO : Epoch 1686 | loss: 0.0309754 | val_loss: 0.0312298 | Time: 1662.34 ms [2022-03-31 04:45:58 main:574] : INFO : Epoch 1687 | loss: 0.0309843 | val_loss: 0.031285 | Time: 1667.35 ms [2022-03-31 04:45:59 main:574] : INFO : Epoch 1688 | loss: 0.0309726 | val_loss: 0.0313081 | Time: 1674.38 ms [2022-03-31 04:46:01 main:574] : INFO : Epoch 1689 | loss: 0.030973 | val_loss: 0.0313141 | Time: 1673.73 ms [2022-03-31 04:46:03 main:574] : INFO : Epoch 1690 | loss: 0.0309664 | val_loss: 0.0313263 | Time: 1670.54 ms [2022-03-31 04:46:04 main:574] : INFO : Epoch 1691 | loss: 0.0309601 | val_loss: 0.0313393 | Time: 1668.1 ms [2022-03-31 04:46:06 main:574] : INFO : Epoch 1692 | loss: 0.0309601 | val_loss: 0.0313235 | Time: 1669.12 ms [2022-03-31 04:46:08 main:574] : INFO : Epoch 1693 | loss: 0.0309682 | val_loss: 0.0312982 | Time: 1678.79 ms [2022-03-31 04:46:09 main:574] : INFO : Epoch 1694 | loss: 0.0309719 | val_loss: 0.0313167 | Time: 1674.27 ms [2022-03-31 04:46:11 main:574] : INFO : Epoch 1695 | loss: 0.0309654 | val_loss: 0.0313004 | Time: 1663.17 ms [2022-03-31 04:46:13 main:574] : INFO : Epoch 1696 | loss: 0.030958 | val_loss: 0.0313017 | Time: 1670.62 ms [2022-03-31 04:46:14 main:574] : INFO : Epoch 1697 | loss: 0.0309559 | val_loss: 0.0313329 | Time: 1667.59 ms [2022-03-31 04:46:16 main:574] : INFO : Epoch 1698 | loss: 0.0309721 | val_loss: 0.0312981 | Time: 1647.84 ms [2022-03-31 04:46:18 main:574] : INFO : Epoch 1699 | loss: 0.0309942 | val_loss: 0.0312731 | Time: 1671.81 ms [2022-03-31 04:46:19 main:574] : INFO : Epoch 1700 | loss: 0.03098 | val_loss: 0.031294 | Time: 1670.97 ms [2022-03-31 04:46:21 main:574] : INFO : Epoch 1701 | loss: 0.0309684 | val_loss: 0.0312928 | Time: 1661.36 ms [2022-03-31 04:46:23 main:574] : INFO : Epoch 1702 | loss: 0.0309725 | val_loss: 0.0312909 | Time: 1675.54 ms [2022-03-31 04:46:24 main:574] : INFO : Epoch 1703 | loss: 0.0309724 | val_loss: 0.0312628 | Time: 1685.63 ms [2022-03-31 04:46:26 main:574] : INFO : Epoch 1704 | loss: 0.030972 | val_loss: 0.0313177 | Time: 1678.24 ms [2022-03-31 04:46:28 main:574] : INFO : Epoch 1705 | loss: 0.0309642 | val_loss: 0.0313018 | Time: 1673.88 ms [2022-03-31 04:46:29 main:574] : INFO : Epoch 1706 | loss: 0.0309609 | val_loss: 0.0312996 | Time: 1675.88 ms [2022-03-31 04:46:31 main:574] : INFO : Epoch 1707 | loss: 0.030956 | val_loss: 0.0312957 | Time: 1650.02 ms [2022-03-31 04:46:33 main:574] : INFO : Epoch 1708 | loss: 0.0309673 | val_loss: 0.0312743 | Time: 1672.69 ms [2022-03-31 04:46:34 main:574] : INFO : Epoch 1709 | loss: 0.0309731 | val_loss: 0.031281 | Time: 1662.77 ms [2022-03-31 04:46:36 main:574] : INFO : Epoch 1710 | loss: 0.0309689 | val_loss: 0.031287 | Time: 1659.35 ms [2022-03-31 04:46:38 main:574] : INFO : Epoch 1711 | loss: 0.030976 | val_loss: 0.0312856 | Time: 1671.06 ms [2022-03-31 04:46:39 main:574] : INFO : Epoch 1712 | loss: 0.0309684 | val_loss: 0.0313516 | Time: 1670.8 ms [2022-03-31 04:46:41 main:574] : INFO : Epoch 1713 | loss: 0.030964 | val_loss: 0.0312959 | Time: 1654.64 ms [2022-03-31 04:46:43 main:574] : INFO : Epoch 1714 | loss: 0.0309612 | val_loss: 0.0313293 | Time: 1674.34 ms [2022-03-31 04:46:44 main:574] : INFO : Epoch 1715 | loss: 0.0309619 | val_loss: 0.0313026 | Time: 1670.24 ms [2022-03-31 04:46:46 main:574] : INFO : Epoch 1716 | loss: 0.0309687 | val_loss: 0.0313097 | Time: 1657.02 ms [2022-03-31 04:46:48 main:574] : INFO : Epoch 1717 | loss: 0.0309803 | val_loss: 0.0313041 | Time: 1680.44 ms [2022-03-31 04:46:49 main:574] : INFO : Epoch 1718 | loss: 0.0309782 | val_loss: 0.0312868 | Time: 1669.96 ms [2022-03-31 04:46:51 main:574] : INFO : Epoch 1719 | loss: 0.030973 | val_loss: 0.031295 | Time: 1666.17 ms [2022-03-31 04:46:53 main:574] : INFO : Epoch 1720 | loss: 0.0309661 | val_loss: 0.0313196 | Time: 1672.65 ms [2022-03-31 04:46:54 main:574] : INFO : Epoch 1721 | loss: 0.0309695 | val_loss: 0.0313681 | Time: 1667.61 ms [2022-03-31 04:46:56 main:574] : INFO : Epoch 1722 | loss: 0.0309696 | val_loss: 0.0313447 | Time: 1677.55 ms [2022-03-31 04:46:58 main:574] : INFO : Epoch 1723 | loss: 0.0309643 | val_loss: 0.0313083 | Time: 1669.16 ms [2022-03-31 04:46:59 main:574] : INFO : Epoch 1724 | loss: 0.030961 | val_loss: 0.0312585 | Time: 1660.66 ms [2022-03-31 04:47:01 main:574] : INFO : Epoch 1725 | loss: 0.0309705 | val_loss: 0.0312749 | Time: 1663.1 ms [2022-03-31 04:47:03 main:574] : INFO : Epoch 1726 | loss: 0.0309762 | val_loss: 0.0313061 | Time: 1676.61 ms [2022-03-31 04:47:04 main:574] : INFO : Epoch 1727 | loss: 0.03097 | val_loss: 0.0313396 | Time: 1652.17 ms [2022-03-31 04:47:06 main:574] : INFO : Epoch 1728 | loss: 0.0309711 | val_loss: 0.0313325 | Time: 1674.33 ms [2022-03-31 04:47:08 main:574] : INFO : Epoch 1729 | loss: 0.0309797 | val_loss: 0.0312563 | Time: 1671.75 ms [2022-03-31 04:47:09 main:574] : INFO : Epoch 1730 | loss: 0.0309827 | val_loss: 0.0312896 | Time: 1652.22 ms [2022-03-31 04:47:11 main:574] : INFO : Epoch 1731 | loss: 0.0309698 | val_loss: 0.0312732 | Time: 1659.51 ms [2022-03-31 04:47:13 main:574] : INFO : Epoch 1732 | loss: 0.0309665 | val_loss: 0.0313228 | Time: 1686.8 ms [2022-03-31 04:47:14 main:574] : INFO : Epoch 1733 | loss: 0.0309531 | val_loss: 0.0313556 | Time: 1669.55 ms [2022-03-31 04:47:16 main:574] : INFO : Epoch 1734 | loss: 0.0309554 | val_loss: 0.0313266 | Time: 1675.57 ms [2022-03-31 04:47:18 main:574] : INFO : Epoch 1735 | loss: 0.0309621 | val_loss: 0.0313126 | Time: 1669.68 ms [2022-03-31 04:47:19 main:574] : INFO : Epoch 1736 | loss: 0.0309634 | val_loss: 0.0313186 | Time: 1669.87 ms [2022-03-31 04:47:21 main:574] : INFO : Epoch 1737 | loss: 0.0309617 | val_loss: 0.0312953 | Time: 1666.01 ms [2022-03-31 04:47:23 main:574] : INFO : Epoch 1738 | loss: 0.0309602 | val_loss: 0.0312999 | Time: 1671.96 ms [2022-03-31 04:47:25 main:574] : INFO : Epoch 1739 | loss: 0.0309583 | val_loss: 0.0313095 | Time: 1667.17 ms [2022-03-31 04:47:26 main:574] : INFO : Epoch 1740 | loss: 0.0309598 | val_loss: 0.0312907 | Time: 1664.04 ms [2022-03-31 04:47:28 main:574] : INFO : Epoch 1741 | loss: 0.0309559 | val_loss: 0.0313187 | Time: 1670.21 ms [2022-03-31 04:47:30 main:574] : INFO : Epoch 1742 | loss: 0.0309623 | val_loss: 0.0313129 | Time: 1678.97 ms [2022-03-31 04:47:31 main:574] : INFO : Epoch 1743 | loss: 0.0309663 | val_loss: 0.0313124 | Time: 1671.96 ms [2022-03-31 04:47:33 main:574] : INFO : Epoch 1744 | loss: 0.0309711 | val_loss: 0.0312895 | Time: 1681.88 ms [2022-03-31 04:47:35 main:574] : INFO : Epoch 1745 | loss: 0.0309692 | val_loss: 0.0313151 | Time: 1660.38 ms [2022-03-31 04:47:36 main:574] : INFO : Epoch 1746 | loss: 0.0309659 | val_loss: 0.0312677 | Time: 1675.77 ms [2022-03-31 04:47:38 main:574] : INFO : Epoch 1747 | loss: 0.0309741 | val_loss: 0.0313347 | Time: 1677.9 ms [2022-03-31 04:47:40 main:574] : INFO : Epoch 1748 | loss: 0.0309708 | val_loss: 0.0313126 | Time: 1670.5 ms [2022-03-31 04:47:41 main:574] : INFO : Epoch 1749 | loss: 0.030962 | val_loss: 0.0312709 | Time: 1651.28 ms [2022-03-31 04:47:43 main:574] : INFO : Epoch 1750 | loss: 0.0309559 | val_loss: 0.0313088 | Time: 1678.11 ms [2022-03-31 04:47:45 main:574] : INFO : Epoch 1751 | loss: 0.0309622 | val_loss: 0.0313112 | Time: 1674.55 ms [2022-03-31 04:47:46 main:574] : INFO : Epoch 1752 | loss: 0.0309696 | val_loss: 0.0313156 | Time: 1661.41 ms [2022-03-31 04:47:48 main:574] : INFO : Epoch 1753 | loss: 0.0309724 | val_loss: 0.0313093 | Time: 1673.36 ms [2022-03-31 04:47:50 main:574] : INFO : Epoch 1754 | loss: 0.0309662 | val_loss: 0.0312968 | Time: 1656.9 ms [2022-03-31 04:47:51 main:574] : INFO : Epoch 1755 | loss: 0.0309706 | val_loss: 0.031339 | Time: 1677.58 ms [2022-03-31 04:47:53 main:574] : INFO : Epoch 1756 | loss: 0.0309814 | val_loss: 0.0313127 | Time: 1675.37 ms [2022-03-31 04:47:55 main:574] : INFO : Epoch 1757 | loss: 0.0309798 | val_loss: 0.0313168 | Time: 1665.68 ms [2022-03-31 04:47:56 main:574] : INFO : Epoch 1758 | loss: 0.0309639 | val_loss: 0.0313072 | Time: 1667.25 ms [2022-03-31 04:47:58 main:574] : INFO : Epoch 1759 | loss: 0.0309709 | val_loss: 0.0313244 | Time: 1677.89 ms [2022-03-31 04:48:00 main:574] : INFO : Epoch 1760 | loss: 0.0309935 | val_loss: 0.0312652 | Time: 1665.12 ms [2022-03-31 04:48:01 main:574] : INFO : Epoch 1761 | loss: 0.0309955 | val_loss: 0.0312873 | Time: 1666.37 ms [2022-03-31 04:48:03 main:574] : INFO : Epoch 1762 | loss: 0.0309839 | val_loss: 0.0313165 | Time: 1673.61 ms [2022-03-31 04:48:05 main:574] : INFO : Epoch 1763 | loss: 0.0309762 | val_loss: 0.0312772 | Time: 1666.88 ms [2022-03-31 04:48:06 main:574] : INFO : Epoch 1764 | loss: 0.0309752 | val_loss: 0.0312961 | Time: 1668.85 ms [2022-03-31 04:48:08 main:574] : INFO : Epoch 1765 | loss: 0.0309678 | val_loss: 0.0312866 | Time: 1678.42 ms [2022-03-31 04:48:10 main:574] : INFO : Epoch 1766 | loss: 0.0309673 | val_loss: 0.0312723 | Time: 1672.36 ms [2022-03-31 04:48:11 main:574] : INFO : Epoch 1767 | loss: 0.0309812 | val_loss: 0.0312389 | Time: 1665.86 ms [2022-03-31 04:48:13 main:574] : INFO : Epoch 1768 | loss: 0.0309702 | val_loss: 0.0312828 | Time: 1672.57 ms [2022-03-31 04:48:15 main:574] : INFO : Epoch 1769 | loss: 0.0309652 | val_loss: 0.0312911 | Time: 1655.87 ms [2022-03-31 04:48:16 main:574] : INFO : Epoch 1770 | loss: 0.0309797 | val_loss: 0.0312949 | Time: 1679.73 ms [2022-03-31 04:48:18 main:574] : INFO : Epoch 1771 | loss: 0.0309669 | val_loss: 0.031281 | Time: 1670.99 ms [2022-03-31 04:48:20 main:574] : INFO : Epoch 1772 | loss: 0.030965 | val_loss: 0.0313014 | Time: 1672.13 ms [2022-03-31 04:48:21 main:574] : INFO : Epoch 1773 | loss: 0.0309571 | val_loss: 0.0312753 | Time: 1670.81 ms [2022-03-31 04:48:23 main:574] : INFO : Epoch 1774 | loss: 0.0309664 | val_loss: 0.031298 | Time: 1673.71 ms [2022-03-31 04:48:25 main:574] : INFO : Epoch 1775 | loss: 0.0309746 | val_loss: 0.0312985 | Time: 1670.2 ms [2022-03-31 04:48:26 main:574] : INFO : Epoch 1776 | loss: 0.0309803 | val_loss: 0.031297 | Time: 1676.21 ms [2022-03-31 04:48:28 main:574] : INFO : Epoch 1777 | loss: 0.0309713 | val_loss: 0.031291 | Time: 1661.8 ms [2022-03-31 04:48:30 main:574] : INFO : Epoch 1778 | loss: 0.0309666 | val_loss: 0.0313045 | Time: 1677.07 ms [2022-03-31 04:48:31 main:574] : INFO : Epoch 1779 | loss: 0.030964 | val_loss: 0.0313005 | Time: 1669.76 ms [2022-03-31 04:48:33 main:574] : INFO : Epoch 1780 | loss: 0.0309648 | val_loss: 0.0313483 | Time: 1670.38 ms [2022-03-31 04:48:35 main:574] : INFO : Epoch 1781 | loss: 0.0309674 | val_loss: 0.0313492 | Time: 1673.05 ms [2022-03-31 04:48:37 main:574] : INFO : Epoch 1782 | loss: 0.0309619 | val_loss: 0.0313218 | Time: 1669.99 ms [2022-03-31 04:48:38 main:574] : INFO : Epoch 1783 | loss: 0.0309541 | val_loss: 0.0313078 | Time: 1663.33 ms [2022-03-31 04:48:40 main:574] : INFO : Epoch 1784 | loss: 0.0309655 | val_loss: 0.0312977 | Time: 1665.98 ms [2022-03-31 04:48:42 main:574] : INFO : Epoch 1785 | loss: 0.0309722 | val_loss: 0.0312839 | Time: 1663.87 ms [2022-03-31 04:48:43 main:574] : INFO : Epoch 1786 | loss: 0.0309688 | val_loss: 0.0313064 | Time: 1661.7 ms [2022-03-31 04:48:45 main:574] : INFO : Epoch 1787 | loss: 0.0309677 | val_loss: 0.0313186 | Time: 1659.97 ms [2022-03-31 04:48:47 main:574] : INFO : Epoch 1788 | loss: 0.030966 | val_loss: 0.03125 | Time: 1663.1 ms [2022-03-31 04:48:48 main:574] : INFO : Epoch 1789 | loss: 0.0309751 | val_loss: 0.031312 | Time: 1671.22 ms [2022-03-31 04:48:50 main:574] : INFO : Epoch 1790 | loss: 0.0309625 | val_loss: 0.0312989 | Time: 1658.37 ms [2022-03-31 04:48:52 main:574] : INFO : Epoch 1791 | loss: 0.0309699 | val_loss: 0.0313024 | Time: 1666.27 ms [2022-03-31 04:48:53 main:574] : INFO : Epoch 1792 | loss: 0.0309762 | val_loss: 0.0312899 | Time: 1662.85 ms [2022-03-31 04:48:55 main:574] : INFO : Epoch 1793 | loss: 0.0309617 | val_loss: 0.0313044 | Time: 1672.31 ms [2022-03-31 04:48:57 main:574] : INFO : Epoch 1794 | loss: 0.0309591 | val_loss: 0.031331 | Time: 1665.54 ms [2022-03-31 04:48:58 main:574] : INFO : Epoch 1795 | loss: 0.0309672 | val_loss: 0.031287 | Time: 1679.77 ms [2022-03-31 04:49:00 main:574] : INFO : Epoch 1796 | loss: 0.0309675 | val_loss: 0.0312886 | Time: 1651.8 ms [2022-03-31 04:49:02 main:574] : INFO : Epoch 1797 | loss: 0.030983 | val_loss: 0.0312774 | Time: 1661.88 ms [2022-03-31 04:49:03 main:574] : INFO : Epoch 1798 | loss: 0.0309764 | val_loss: 0.0312713 | Time: 1678.15 ms [2022-03-31 04:49:05 main:574] : INFO : Epoch 1799 | loss: 0.0309729 | val_loss: 0.0312681 | Time: 1663.69 ms [2022-03-31 04:49:07 main:574] : INFO : Epoch 1800 | loss: 0.030962 | val_loss: 0.0312947 | Time: 1670.4 ms [2022-03-31 04:49:08 main:574] : INFO : Epoch 1801 | loss: 0.0309576 | val_loss: 0.0312948 | Time: 1673.09 ms [2022-03-31 04:49:10 main:574] : INFO : Epoch 1802 | loss: 0.0309736 | val_loss: 0.0313112 | Time: 1668.72 ms [2022-03-31 04:49:12 main:574] : INFO : Epoch 1803 | loss: 0.0309603 | val_loss: 0.0312778 | Time: 1652.71 ms [2022-03-31 04:49:13 main:574] : INFO : Epoch 1804 | loss: 0.0309628 | val_loss: 0.0312762 | Time: 1674.87 ms [2022-03-31 04:49:15 main:574] : INFO : Epoch 1805 | loss: 0.0309599 | val_loss: 0.0312648 | Time: 1656.62 ms [2022-03-31 04:49:17 main:574] : INFO : Epoch 1806 | loss: 0.03096 | val_loss: 0.0312979 | Time: 1668.01 ms [2022-03-31 04:49:18 main:574] : INFO : Epoch 1807 | loss: 0.030964 | val_loss: 0.0313069 | Time: 1671.01 ms [2022-03-31 04:49:20 main:574] : INFO : Epoch 1808 | loss: 0.0309615 | val_loss: 0.0313425 | Time: 1656.21 ms [2022-03-31 04:49:22 main:574] : INFO : Epoch 1809 | loss: 0.0309627 | val_loss: 0.0313367 | Time: 1684.47 ms [2022-03-31 04:49:23 main:574] : INFO : Epoch 1810 | loss: 0.0309714 | val_loss: 0.031296 | Time: 1669.86 ms [2022-03-31 04:49:25 main:574] : INFO : Epoch 1811 | loss: 0.0309955 | val_loss: 0.0312868 | Time: 1667.43 ms [2022-03-31 04:49:27 main:574] : INFO : Epoch 1812 | loss: 0.0309789 | val_loss: 0.0312511 | Time: 1673.16 ms [2022-03-31 04:49:28 main:574] : INFO : Epoch 1813 | loss: 0.0309656 | val_loss: 0.0312662 | Time: 1671.15 ms [2022-03-31 04:49:30 main:574] : INFO : Epoch 1814 | loss: 0.0309621 | val_loss: 0.0313199 | Time: 1668.8 ms [2022-03-31 04:49:32 main:574] : INFO : Epoch 1815 | loss: 0.0309627 | val_loss: 0.0313037 | Time: 1670.37 ms [2022-03-31 04:49:33 main:574] : INFO : Epoch 1816 | loss: 0.0309673 | val_loss: 0.0312962 | Time: 1678.56 ms [2022-03-31 04:49:35 main:574] : INFO : Epoch 1817 | loss: 0.0309682 | val_loss: 0.0312905 | Time: 1659.84 ms [2022-03-31 04:49:37 main:574] : INFO : Epoch 1818 | loss: 0.030988 | val_loss: 0.0312613 | Time: 1659.73 ms [2022-03-31 04:49:38 main:574] : INFO : Epoch 1819 | loss: 0.0309748 | val_loss: 0.0313014 | Time: 1673.61 ms [2022-03-31 04:49:40 main:574] : INFO : Epoch 1820 | loss: 0.0309658 | val_loss: 0.031271 | Time: 1666.6 ms [2022-03-31 04:49:42 main:574] : INFO : Epoch 1821 | loss: 0.0309686 | val_loss: 0.0312601 | Time: 1664.03 ms [2022-03-31 04:49:43 main:574] : INFO : Epoch 1822 | loss: 0.030977 | val_loss: 0.031271 | Time: 1671.16 ms [2022-03-31 04:49:45 main:574] : INFO : Epoch 1823 | loss: 0.030973 | val_loss: 0.0312718 | Time: 1672.58 ms [2022-03-31 04:49:47 main:574] : INFO : Epoch 1824 | loss: 0.0309692 | val_loss: 0.031321 | Time: 1667.52 ms [2022-03-31 04:49:48 main:574] : INFO : Epoch 1825 | loss: 0.0309614 | val_loss: 0.0313204 | Time: 1669.24 ms [2022-03-31 04:49:50 main:574] : INFO : Epoch 1826 | loss: 0.0309659 | val_loss: 0.0312755 | Time: 1661.46 ms [2022-03-31 04:49:52 main:574] : INFO : Epoch 1827 | loss: 0.0309632 | val_loss: 0.0313087 | Time: 1670.96 ms [2022-03-31 04:49:53 main:574] : INFO : Epoch 1828 | loss: 0.03097 | val_loss: 0.0312883 | Time: 1671.47 ms [2022-03-31 04:49:55 main:574] : INFO : Epoch 1829 | loss: 0.0309687 | val_loss: 0.0312908 | Time: 1664.74 ms [2022-03-31 04:49:57 main:574] : INFO : Epoch 1830 | loss: 0.0309689 | val_loss: 0.0312774 | Time: 1662.55 ms [2022-03-31 04:49:58 main:574] : INFO : Epoch 1831 | loss: 0.0309623 | val_loss: 0.031312 | Time: 1672.6 ms [2022-03-31 04:50:00 main:574] : INFO : Epoch 1832 | loss: 0.030972 | val_loss: 0.0313452 | Time: 1664.09 ms [2022-03-31 04:50:02 main:574] : INFO : Epoch 1833 | loss: 0.0309658 | val_loss: 0.0312832 | Time: 1667.93 ms [2022-03-31 04:50:03 main:574] : INFO : Epoch 1834 | loss: 0.0309723 | val_loss: 0.0312983 | Time: 1683.83 ms [2022-03-31 04:50:05 main:574] : INFO : Epoch 1835 | loss: 0.0309624 | val_loss: 0.0313114 | Time: 1673.07 ms [2022-03-31 04:50:07 main:574] : INFO : Epoch 1836 | loss: 0.0309759 | val_loss: 0.0312763 | Time: 1667.01 ms [2022-03-31 04:50:08 main:574] : INFO : Epoch 1837 | loss: 0.0309832 | val_loss: 0.0312699 | Time: 1672.42 ms [2022-03-31 04:50:10 main:574] : INFO : Epoch 1838 | loss: 0.0309983 | val_loss: 0.0313145 | Time: 1671.21 ms [2022-03-31 04:50:12 main:574] : INFO : Epoch 1839 | loss: 0.0309787 | val_loss: 0.0312894 | Time: 1663.26 ms [2022-03-31 04:50:13 main:574] : INFO : Epoch 1840 | loss: 0.0309723 | val_loss: 0.0313027 | Time: 1663.35 ms [2022-03-31 04:50:15 main:574] : INFO : Epoch 1841 | loss: 0.0309695 | val_loss: 0.0312876 | Time: 1671.94 ms [2022-03-31 04:50:17 main:574] : INFO : Epoch 1842 | loss: 0.0309722 | val_loss: 0.031305 | Time: 1671.27 ms [2022-03-31 04:50:18 main:574] : INFO : Epoch 1843 | loss: 0.0309641 | val_loss: 0.031302 | Time: 1670.88 ms [2022-03-31 04:50:20 main:574] : INFO : Epoch 1844 | loss: 0.0309552 | val_loss: 0.0312852 | Time: 1652.8 ms [2022-03-31 04:50:22 main:574] : INFO : Epoch 1845 | loss: 0.03097 | val_loss: 0.0312634 | Time: 1662.77 ms [2022-03-31 04:50:23 main:574] : INFO : Epoch 1846 | loss: 0.0309791 | val_loss: 0.0312597 | Time: 1675.18 ms [2022-03-31 04:50:25 main:574] : INFO : Epoch 1847 | loss: 0.0309704 | val_loss: 0.031298 | Time: 1673.11 ms [2022-03-31 04:50:27 main:574] : INFO : Epoch 1848 | loss: 0.0309633 | val_loss: 0.0312845 | Time: 1672.16 ms [2022-03-31 04:50:29 main:574] : INFO : Epoch 1849 | loss: 0.0309746 | val_loss: 0.0313072 | Time: 1666.33 ms [2022-03-31 04:50:30 main:574] : INFO : Epoch 1850 | loss: 0.0309617 | val_loss: 0.0313191 | Time: 1661.4 ms [2022-03-31 04:50:32 main:574] : INFO : Epoch 1851 | loss: 0.0309707 | val_loss: 0.0313028 | Time: 1677.52 ms [2022-03-31 04:50:34 main:574] : INFO : Epoch 1852 | loss: 0.0309677 | val_loss: 0.0313027 | Time: 1670.9 ms [2022-03-31 04:50:35 main:574] : INFO : Epoch 1853 | loss: 0.030984 | val_loss: 0.0313401 | Time: 1655.8 ms [2022-03-31 04:50:37 main:574] : INFO : Epoch 1854 | loss: 0.0309689 | val_loss: 0.0312874 | Time: 1669.83 ms [2022-03-31 04:50:39 main:574] : INFO : Epoch 1855 | loss: 0.0309695 | val_loss: 0.0312799 | Time: 1672.42 ms [2022-03-31 04:50:40 main:574] : INFO : Epoch 1856 | loss: 0.0309774 | val_loss: 0.0312695 | Time: 1671.12 ms [2022-03-31 04:50:42 main:574] : INFO : Epoch 1857 | loss: 0.030978 | val_loss: 0.0312788 | Time: 1665.95 ms [2022-03-31 04:50:44 main:574] : INFO : Epoch 1858 | loss: 0.0309711 | val_loss: 0.0312702 | Time: 1668.35 ms [2022-03-31 04:50:45 main:574] : INFO : Epoch 1859 | loss: 0.0309685 | val_loss: 0.031324 | Time: 1671.75 ms [2022-03-31 04:50:47 main:574] : INFO : Epoch 1860 | loss: 0.0309658 | val_loss: 0.0313196 | Time: 1672.3 ms [2022-03-31 04:50:49 main:574] : INFO : Epoch 1861 | loss: 0.0309676 | val_loss: 0.0312779 | Time: 1668.83 ms [2022-03-31 04:50:50 main:574] : INFO : Epoch 1862 | loss: 0.0309728 | val_loss: 0.0312795 | Time: 1678.11 ms [2022-03-31 04:50:52 main:574] : INFO : Epoch 1863 | loss: 0.0309671 | val_loss: 0.0312795 | Time: 1663.38 ms [2022-03-31 04:50:54 main:574] : INFO : Epoch 1864 | loss: 0.0309686 | val_loss: 0.0312985 | Time: 1674.08 ms [2022-03-31 04:50:55 main:574] : INFO : Epoch 1865 | loss: 0.0309723 | val_loss: 0.031269 | Time: 1669.33 ms [2022-03-31 04:50:57 main:574] : INFO : Epoch 1866 | loss: 0.030968 | val_loss: 0.0312777 | Time: 1660.36 ms [2022-03-31 04:50:59 main:574] : INFO : Epoch 1867 | loss: 0.0309727 | val_loss: 0.0313056 | Time: 1666.64 ms [2022-03-31 04:51:00 main:574] : INFO : Epoch 1868 | loss: 0.0309655 | val_loss: 0.0313153 | Time: 1660.33 ms [2022-03-31 04:51:02 main:574] : INFO : Epoch 1869 | loss: 0.0309664 | val_loss: 0.0313042 | Time: 1669.08 ms [2022-03-31 04:51:04 main:574] : INFO : Epoch 1870 | loss: 0.030966 | val_loss: 0.0312805 | Time: 1674.65 ms [2022-03-31 04:51:05 main:574] : INFO : Epoch 1871 | loss: 0.0309586 | val_loss: 0.0313339 | Time: 1660.96 ms [2022-03-31 04:51:07 main:574] : INFO : Epoch 1872 | loss: 0.0309659 | val_loss: 0.0313065 | Time: 1672.06 ms [2022-03-31 04:51:09 main:574] : INFO : Epoch 1873 | loss: 0.030976 | val_loss: 0.0312739 | Time: 1670.93 ms [2022-03-31 04:51:10 main:574] : INFO : Epoch 1874 | loss: 0.0309788 | val_loss: 0.0312703 | Time: 1669.45 ms [2022-03-31 04:51:12 main:574] : INFO : Epoch 1875 | loss: 0.0309767 | val_loss: 0.0312758 | Time: 1665.4 ms [2022-03-31 04:51:14 main:574] : INFO : Epoch 1876 | loss: 0.0309677 | val_loss: 0.0312967 | Time: 1676.26 ms [2022-03-31 04:51:15 main:574] : INFO : Epoch 1877 | loss: 0.0309642 | val_loss: 0.0313025 | Time: 1665.83 ms [2022-03-31 04:51:17 main:574] : INFO : Epoch 1878 | loss: 0.0309701 | val_loss: 0.031297 | Time: 1669.81 ms [2022-03-31 04:51:19 main:574] : INFO : Epoch 1879 | loss: 0.0309696 | val_loss: 0.0313067 | Time: 1671.09 ms [2022-03-31 04:51:20 main:574] : INFO : Epoch 1880 | loss: 0.0309652 | val_loss: 0.0313082 | Time: 1656.12 ms [2022-03-31 04:51:22 main:574] : INFO : Epoch 1881 | loss: 0.03097 | val_loss: 0.0312689 | Time: 1668.29 ms [2022-03-31 04:51:24 main:574] : INFO : Epoch 1882 | loss: 0.0309635 | val_loss: 0.0313142 | Time: 1675.67 ms [2022-03-31 04:51:25 main:574] : INFO : Epoch 1883 | loss: 0.0309695 | val_loss: 0.0313031 | Time: 1666.87 ms [2022-03-31 04:51:27 main:574] : INFO : Epoch 1884 | loss: 0.0309547 | val_loss: 0.0312905 | Time: 1661.71 ms [2022-03-31 04:51:29 main:574] : INFO : Epoch 1885 | loss: 0.0309566 | val_loss: 0.0313341 | Time: 1670.98 ms [2022-03-31 04:51:30 main:574] : INFO : Epoch 1886 | loss: 0.0309665 | val_loss: 0.0313292 | Time: 1669.15 ms [2022-03-31 04:51:32 main:574] : INFO : Epoch 1887 | loss: 0.0309575 | val_loss: 0.0313234 | Time: 1670.05 ms [2022-03-31 04:51:34 main:574] : INFO : Epoch 1888 | loss: 0.0309678 | val_loss: 0.0312997 | Time: 1679.17 ms [2022-03-31 04:51:35 main:574] : INFO : Epoch 1889 | loss: 0.0309798 | val_loss: 0.0312905 | Time: 1659.97 ms [2022-03-31 04:51:37 main:574] : INFO : Epoch 1890 | loss: 0.0309829 | val_loss: 0.0313194 | Time: 1665.93 ms [2022-03-31 04:51:39 main:574] : INFO : Epoch 1891 | loss: 0.0309644 | val_loss: 0.0313043 | Time: 1669.46 ms [2022-03-31 04:51:40 main:574] : INFO : Epoch 1892 | loss: 0.0309732 | val_loss: 0.0312786 | Time: 1667.26 ms [2022-03-31 04:51:42 main:574] : INFO : Epoch 1893 | loss: 0.0309671 | val_loss: 0.031314 | Time: 1667.01 ms [2022-03-31 04:51:44 main:574] : INFO : Epoch 1894 | loss: 0.0309589 | val_loss: 0.0313086 | Time: 1670.51 ms [2022-03-31 04:51:45 main:574] : INFO : Epoch 1895 | loss: 0.0309734 | val_loss: 0.0313066 | Time: 1663.99 ms [2022-03-31 04:51:47 main:574] : INFO : Epoch 1896 | loss: 0.0309671 | val_loss: 0.0312793 | Time: 1664.02 ms [2022-03-31 04:51:49 main:574] : INFO : Epoch 1897 | loss: 0.0309893 | val_loss: 0.031247 | Time: 1665.36 ms [2022-03-31 04:51:50 main:574] : INFO : Epoch 1898 | loss: 0.0309985 | val_loss: 0.0313009 | Time: 1669 ms [2022-03-31 04:51:52 main:574] : INFO : Epoch 1899 | loss: 0.0309724 | val_loss: 0.0312899 | Time: 1668.09 ms [2022-03-31 04:51:54 main:574] : INFO : Epoch 1900 | loss: 0.0309596 | val_loss: 0.031333 | Time: 1675.16 ms [2022-03-31 04:51:55 main:574] : INFO : Epoch 1901 | loss: 0.0309675 | val_loss: 0.0312763 | Time: 1665.87 ms [2022-03-31 04:51:57 main:574] : INFO : Epoch 1902 | loss: 0.0309707 | val_loss: 0.0312803 | Time: 1668.28 ms [2022-03-31 04:51:59 main:574] : INFO : Epoch 1903 | loss: 0.030961 | val_loss: 0.031296 | Time: 1668.52 ms [2022-03-31 04:52:00 main:574] : INFO : Epoch 1904 | loss: 0.0309718 | val_loss: 0.0312917 | Time: 1670.97 ms [2022-03-31 04:52:02 main:574] : INFO : Epoch 1905 | loss: 0.0309837 | val_loss: 0.0312957 | Time: 1666.76 ms [2022-03-31 04:52:04 main:574] : INFO : Epoch 1906 | loss: 0.0309765 | val_loss: 0.0313044 | Time: 1676.21 ms [2022-03-31 04:52:06 main:574] : INFO : Epoch 1907 | loss: 0.0309692 | val_loss: 0.0312982 | Time: 1667.89 ms [2022-03-31 04:52:07 main:574] : INFO : Epoch 1908 | loss: 0.0310043 | val_loss: 0.0312636 | Time: 1671.9 ms [2022-03-31 04:52:09 main:574] : INFO : Epoch 1909 | loss: 0.0309825 | val_loss: 0.0312717 | Time: 1670.81 ms [2022-03-31 04:52:11 main:574] : INFO : Epoch 1910 | loss: 0.0309711 | val_loss: 0.0312699 | Time: 1676.23 ms [2022-03-31 04:52:12 main:574] : INFO : Epoch 1911 | loss: 0.0309711 | val_loss: 0.0313337 | Time: 1658.94 ms [2022-03-31 04:52:14 main:574] : INFO : Epoch 1912 | loss: 0.030961 | val_loss: 0.0313053 | Time: 1668.44 ms [2022-03-31 04:52:16 main:574] : INFO : Epoch 1913 | loss: 0.0309659 | val_loss: 0.0312485 | Time: 1672.35 ms [2022-03-31 04:52:17 main:574] : INFO : Epoch 1914 | loss: 0.0309718 | val_loss: 0.0312621 | Time: 1668.33 ms [2022-03-31 04:52:19 main:574] : INFO : Epoch 1915 | loss: 0.0309705 | val_loss: 0.0313002 | Time: 1665.21 ms [2022-03-31 04:52:21 main:574] : INFO : Epoch 1916 | loss: 0.0309617 | val_loss: 0.0312822 | Time: 1660.51 ms [2022-03-31 04:52:22 main:574] : INFO : Epoch 1917 | loss: 0.0309608 | val_loss: 0.0313107 | Time: 1669.69 ms [2022-03-31 04:52:24 main:574] : INFO : Epoch 1918 | loss: 0.0309669 | val_loss: 0.0312779 | Time: 1676.11 ms [2022-03-31 04:52:26 main:574] : INFO : Epoch 1919 | loss: 0.0309672 | val_loss: 0.0313107 | Time: 1660.16 ms [2022-03-31 04:52:27 main:574] : INFO : Epoch 1920 | loss: 0.0309603 | val_loss: 0.0313125 | Time: 1668.09 ms [2022-03-31 04:52:29 main:574] : INFO : Epoch 1921 | loss: 0.030963 | val_loss: 0.0312986 | Time: 1678.71 ms [2022-03-31 04:52:31 main:574] : INFO : Epoch 1922 | loss: 0.0309575 | val_loss: 0.0313079 | Time: 1658.17 ms [2022-03-31 04:52:32 main:574] : INFO : Epoch 1923 | loss: 0.0309564 | val_loss: 0.0313118 | Time: 1661.01 ms [2022-03-31 04:52:34 main:574] : INFO : Epoch 1924 | loss: 0.0309653 | val_loss: 0.0312972 | Time: 1677.34 ms [2022-03-31 04:52:36 main:574] : INFO : Epoch 1925 | loss: 0.0309747 | val_loss: 0.0312712 | Time: 1660.94 ms [2022-03-31 04:52:37 main:574] : INFO : Epoch 1926 | loss: 0.0309675 | val_loss: 0.0313009 | Time: 1669.18 ms [2022-03-31 04:52:39 main:574] : INFO : Epoch 1927 | loss: 0.0309685 | val_loss: 0.0312878 | Time: 1659.72 ms [2022-03-31 04:52:41 main:574] : INFO : Epoch 1928 | loss: 0.0309722 | val_loss: 0.0312731 | Time: 1671.06 ms [2022-03-31 04:52:42 main:574] : INFO : Epoch 1929 | loss: 0.0309655 | val_loss: 0.0312951 | Time: 1663.34 ms [2022-03-31 04:52:44 main:574] : INFO : Epoch 1930 | loss: 0.0309608 | val_loss: 0.0312771 | Time: 1670.53 ms [2022-03-31 04:52:46 main:574] : INFO : Epoch 1931 | loss: 0.0309667 | val_loss: 0.0312967 | Time: 1660.89 ms [2022-03-31 04:52:47 main:574] : INFO : Epoch 1932 | loss: 0.0309615 | val_loss: 0.0313236 | Time: 1668.74 ms [2022-03-31 04:52:49 main:574] : INFO : Epoch 1933 | loss: 0.0309678 | val_loss: 0.0312914 | Time: 1671.45 ms [2022-03-31 04:52:51 main:574] : INFO : Epoch 1934 | loss: 0.0309659 | val_loss: 0.0312738 | Time: 1667.57 ms [2022-03-31 04:52:52 main:574] : INFO : Epoch 1935 | loss: 0.0309683 | val_loss: 0.0313074 | Time: 1654.68 ms [2022-03-31 04:52:54 main:574] : INFO : Epoch 1936 | loss: 0.0309579 | val_loss: 0.031319 | Time: 1674.46 ms [2022-03-31 04:52:56 main:574] : INFO : Epoch 1937 | loss: 0.0309574 | val_loss: 0.0313285 | Time: 1658.86 ms [2022-03-31 04:52:57 main:574] : INFO : Epoch 1938 | loss: 0.0309663 | val_loss: 0.0312961 | Time: 1667.69 ms [2022-03-31 04:52:59 main:574] : INFO : Epoch 1939 | loss: 0.0309684 | val_loss: 0.0313143 | Time: 1670.84 ms [2022-03-31 04:53:01 main:574] : INFO : Epoch 1940 | loss: 0.0309754 | val_loss: 0.0313126 | Time: 1667.64 ms [2022-03-31 04:53:02 main:574] : INFO : Epoch 1941 | loss: 0.0309776 | val_loss: 0.0313123 | Time: 1666.92 ms [2022-03-31 04:53:04 main:574] : INFO : Epoch 1942 | loss: 0.0309685 | val_loss: 0.0313269 | Time: 1671.85 ms [2022-03-31 04:53:06 main:574] : INFO : Epoch 1943 | loss: 0.0309655 | val_loss: 0.0313002 | Time: 1652.73 ms [2022-03-31 04:53:07 main:574] : INFO : Epoch 1944 | loss: 0.0309681 | val_loss: 0.031302 | Time: 1661.41 ms [2022-03-31 04:53:09 main:574] : INFO : Epoch 1945 | loss: 0.0309728 | val_loss: 0.0313195 | Time: 1675.41 ms [2022-03-31 04:53:11 main:574] : INFO : Epoch 1946 | loss: 0.0309667 | val_loss: 0.0312818 | Time: 1679.82 ms [2022-03-31 04:53:12 main:574] : INFO : Epoch 1947 | loss: 0.0309591 | val_loss: 0.0312982 | Time: 1652.53 ms [2022-03-31 04:53:14 main:574] : INFO : Epoch 1948 | loss: 0.0309676 | val_loss: 0.0313005 | Time: 1666.88 ms [2022-03-31 04:53:16 main:574] : INFO : Epoch 1949 | loss: 0.0309711 | val_loss: 0.0312883 | Time: 1657.7 ms [2022-03-31 04:53:17 main:574] : INFO : Epoch 1950 | loss: 0.0309728 | val_loss: 0.0312741 | Time: 1668.7 ms [2022-03-31 04:53:19 main:574] : INFO : Epoch 1951 | loss: 0.0309801 | val_loss: 0.0312984 | Time: 1671.26 ms [2022-03-31 04:53:21 main:574] : INFO : Epoch 1952 | loss: 0.0309857 | val_loss: 0.0312738 | Time: 1673.3 ms [2022-03-31 04:53:22 main:574] : INFO : Epoch 1953 | loss: 0.0309744 | val_loss: 0.0312639 | Time: 1675.34 ms [2022-03-31 04:53:24 main:574] : INFO : Epoch 1954 | loss: 0.0309662 | val_loss: 0.0312987 | Time: 1675.87 ms [2022-03-31 04:53:26 main:574] : INFO : Epoch 1955 | loss: 0.0309575 | val_loss: 0.0312827 | Time: 1658.03 ms [2022-03-31 04:53:27 main:574] : INFO : Epoch 1956 | loss: 0.0309637 | val_loss: 0.031294 | Time: 1672.41 ms [2022-03-31 04:53:29 main:574] : INFO : Epoch 1957 | loss: 0.030976 | val_loss: 0.0313079 | Time: 1684.15 ms [2022-03-31 04:53:31 main:574] : INFO : Epoch 1958 | loss: 0.0309633 | val_loss: 0.0313167 | Time: 1677.54 ms [2022-03-31 04:53:32 main:574] : INFO : Epoch 1959 | loss: 0.030966 | val_loss: 0.031308 | Time: 1650.71 ms [2022-03-31 04:53:34 main:574] : INFO : Epoch 1960 | loss: 0.0309657 | val_loss: 0.0313161 | Time: 1677.98 ms [2022-03-31 04:53:36 main:574] : INFO : Epoch 1961 | loss: 0.0309657 | val_loss: 0.0313547 | Time: 1664.69 ms [2022-03-31 04:53:37 main:574] : INFO : Epoch 1962 | loss: 0.0309676 | val_loss: 0.0313042 | Time: 1668.11 ms [2022-03-31 04:53:39 main:574] : INFO : Epoch 1963 | loss: 0.03097 | val_loss: 0.0313126 | Time: 1676.72 ms [2022-03-31 04:53:41 main:574] : INFO : Epoch 1964 | loss: 0.0309687 | val_loss: 0.0313204 | Time: 1672.82 ms [2022-03-31 04:53:42 main:574] : INFO : Epoch 1965 | loss: 0.0309665 | val_loss: 0.0312903 | Time: 1659.64 ms [2022-03-31 04:53:44 main:574] : INFO : Epoch 1966 | loss: 0.0309673 | val_loss: 0.0312659 | Time: 1675.14 ms [2022-03-31 04:53:46 main:574] : INFO : Epoch 1967 | loss: 0.0309658 | val_loss: 0.0312986 | Time: 1667.98 ms [2022-03-31 04:53:47 main:574] : INFO : Epoch 1968 | loss: 0.0309706 | val_loss: 0.0313005 | Time: 1662.27 ms [2022-03-31 04:53:49 main:574] : INFO : Epoch 1969 | loss: 0.0309662 | val_loss: 0.0312931 | Time: 1672.6 ms [2022-03-31 04:53:51 main:574] : INFO : Epoch 1970 | loss: 0.0309739 | val_loss: 0.0313562 | Time: 1662.9 ms [2022-03-31 04:53:53 main:574] : INFO : Epoch 1971 | loss: 0.0309731 | val_loss: 0.0313185 | Time: 1671.72 ms [2022-03-31 04:53:54 main:574] : INFO : Epoch 1972 | loss: 0.0309843 | val_loss: 0.0312829 | Time: 1678.9 ms [2022-03-31 04:53:56 main:574] : INFO : Epoch 1973 | loss: 0.0309897 | val_loss: 0.0312711 | Time: 1668.44 ms [2022-03-31 04:53:58 main:574] : INFO : Epoch 1974 | loss: 0.0309832 | val_loss: 0.0312728 | Time: 1660.32 ms [2022-03-31 04:53:59 main:574] : INFO : Epoch 1975 | loss: 0.0309751 | val_loss: 0.031303 | Time: 1668.33 ms [2022-03-31 04:54:01 main:574] : INFO : Epoch 1976 | loss: 0.0309706 | val_loss: 0.0312679 | Time: 1659.02 ms [2022-03-31 04:54:03 main:574] : INFO : Epoch 1977 | loss: 0.030966 | val_loss: 0.0312672 | Time: 1670.13 ms [2022-03-31 04:54:04 main:574] : INFO : Epoch 1978 | loss: 0.0309663 | val_loss: 0.0312865 | Time: 1677.25 ms [2022-03-31 04:54:06 main:574] : INFO : Epoch 1979 | loss: 0.0309709 | val_loss: 0.0313315 | Time: 1665.08 ms [2022-03-31 04:54:08 main:574] : INFO : Epoch 1980 | loss: 0.0309678 | val_loss: 0.0313009 | Time: 1674.24 ms [2022-03-31 04:54:09 main:574] : INFO : Epoch 1981 | loss: 0.0309687 | val_loss: 0.0313228 | Time: 1676.45 ms [2022-03-31 04:54:11 main:574] : INFO : Epoch 1982 | loss: 0.0309799 | val_loss: 0.0312781 | Time: 1668.93 ms [2022-03-31 04:54:13 main:574] : INFO : Epoch 1983 | loss: 0.0310057 | val_loss: 0.0312671 | Time: 1668.65 ms [2022-03-31 04:54:14 main:574] : INFO : Epoch 1984 | loss: 0.0310148 | val_loss: 0.0312996 | Time: 1672.76 ms [2022-03-31 04:54:16 main:574] : INFO : Epoch 1985 | loss: 0.0309891 | val_loss: 0.0313188 | Time: 1661.93 ms [2022-03-31 04:54:18 main:574] : INFO : Epoch 1986 | loss: 0.0309791 | val_loss: 0.0313088 | Time: 1671.76 ms [2022-03-31 04:54:19 main:574] : INFO : Epoch 1987 | loss: 0.0309637 | val_loss: 0.0313189 | Time: 1668.58 ms [2022-03-31 04:54:21 main:574] : INFO : Epoch 1988 | loss: 0.0309617 | val_loss: 0.0312986 | Time: 1674.35 ms [2022-03-31 04:54:23 main:574] : INFO : Epoch 1989 | loss: 0.0309573 | val_loss: 0.0313187 | Time: 1650.79 ms [2022-03-31 04:54:24 main:574] : INFO : Epoch 1990 | loss: 0.0309635 | val_loss: 0.0312946 | Time: 1673.17 ms [2022-03-31 04:54:26 main:574] : INFO : Epoch 1991 | loss: 0.0309614 | val_loss: 0.0312626 | Time: 1675.37 ms [2022-03-31 04:54:28 main:574] : INFO : Epoch 1992 | loss: 0.0309549 | val_loss: 0.031293 | Time: 1672.87 ms [2022-03-31 04:54:29 main:574] : INFO : Epoch 1993 | loss: 0.0309573 | val_loss: 0.0313016 | Time: 1669.53 ms [2022-03-31 04:54:31 main:574] : INFO : Epoch 1994 | loss: 0.0309608 | val_loss: 0.0312929 | Time: 1677.27 ms [2022-03-31 04:54:33 main:574] : INFO : Epoch 1995 | loss: 0.0309774 | val_loss: 0.0312426 | Time: 1654.21 ms [2022-03-31 04:54:34 main:574] : INFO : Epoch 1996 | loss: 0.0309695 | val_loss: 0.0312773 | Time: 1674.05 ms [2022-03-31 04:54:36 main:574] : INFO : Epoch 1997 | loss: 0.0309868 | val_loss: 0.0312581 | Time: 1681.15 ms [2022-03-31 04:54:38 main:574] : INFO : Epoch 1998 | loss: 0.0309791 | val_loss: 0.0312828 | Time: 1670.22 ms [2022-03-31 04:54:39 main:574] : INFO : Epoch 1999 | loss: 0.0309766 | val_loss: 0.0312906 | Time: 1662.41 ms [2022-03-31 04:54:41 main:574] : INFO : Epoch 2000 | loss: 0.0309682 | val_loss: 0.0313271 | Time: 1673.79 ms [2022-03-31 04:54:43 main:574] : INFO : Epoch 2001 | loss: 0.0309635 | val_loss: 0.0313219 | Time: 1674.14 ms [2022-03-31 04:54:44 main:574] : INFO : Epoch 2002 | loss: 0.0309629 | val_loss: 0.0312871 | Time: 1674.49 ms [2022-03-31 04:54:46 main:574] : INFO : Epoch 2003 | loss: 0.030971 | val_loss: 0.0313038 | Time: 1666 ms [2022-03-31 04:54:48 main:574] : INFO : Epoch 2004 | loss: 0.030958 | val_loss: 0.0313165 | Time: 1657.3 ms [2022-03-31 04:54:49 main:574] : INFO : Epoch 2005 | loss: 0.0309678 | val_loss: 0.0313143 | Time: 1676.1 ms [2022-03-31 04:54:51 main:574] : INFO : Epoch 2006 | loss: 0.030961 | val_loss: 0.031314 | Time: 1664.59 ms [2022-03-31 04:54:53 main:574] : INFO : Epoch 2007 | loss: 0.0309634 | val_loss: 0.0313022 | Time: 1666.57 ms [2022-03-31 04:54:54 main:574] : INFO : Epoch 2008 | loss: 0.0309604 | val_loss: 0.0313165 | Time: 1676.94 ms [2022-03-31 04:54:56 main:574] : INFO : Epoch 2009 | loss: 0.030957 | val_loss: 0.0312862 | Time: 1663.23 ms [2022-03-31 04:54:58 main:574] : INFO : Epoch 2010 | loss: 0.0309627 | val_loss: 0.0312893 | Time: 1670.47 ms [2022-03-31 04:54:59 main:574] : INFO : Epoch 2011 | loss: 0.0309604 | val_loss: 0.0312966 | Time: 1660.69 ms [2022-03-31 04:55:01 main:574] : INFO : Epoch 2012 | loss: 0.0309751 | val_loss: 0.031293 | Time: 1662.56 ms [2022-03-31 04:55:03 main:574] : INFO : Epoch 2013 | loss: 0.0309932 | val_loss: 0.0312733 | Time: 1666.19 ms [2022-03-31 04:55:04 main:574] : INFO : Epoch 2014 | loss: 0.0309804 | val_loss: 0.0312968 | Time: 1671.45 ms [2022-03-31 04:55:06 main:574] : INFO : Epoch 2015 | loss: 0.0309637 | val_loss: 0.0313026 | Time: 1653.75 ms [2022-03-31 04:55:08 main:574] : INFO : Epoch 2016 | loss: 0.0309549 | val_loss: 0.0313681 | Time: 1675.26 ms [2022-03-31 04:55:09 main:574] : INFO : Epoch 2017 | loss: 0.0309618 | val_loss: 0.0313044 | Time: 1663.68 ms [2022-03-31 04:55:11 main:574] : INFO : Epoch 2018 | loss: 0.0309793 | val_loss: 0.0313088 | Time: 1653.42 ms [2022-03-31 04:55:13 main:574] : INFO : Epoch 2019 | loss: 0.0309722 | val_loss: 0.0313211 | Time: 1667.64 ms [2022-03-31 04:55:14 main:574] : INFO : Epoch 2020 | loss: 0.0309665 | val_loss: 0.0313109 | Time: 1671.99 ms [2022-03-31 04:55:16 main:574] : INFO : Epoch 2021 | loss: 0.0309602 | val_loss: 0.0313037 | Time: 1663.46 ms [2022-03-31 04:55:18 main:574] : INFO : Epoch 2022 | loss: 0.0309652 | val_loss: 0.0313226 | Time: 1660.86 ms [2022-03-31 04:55:19 main:574] : INFO : Epoch 2023 | loss: 0.0309642 | val_loss: 0.0312764 | Time: 1669.38 ms [2022-03-31 04:55:21 main:574] : INFO : Epoch 2024 | loss: 0.0309585 | val_loss: 0.0312956 | Time: 1672.18 ms [2022-03-31 04:55:23 main:574] : INFO : Epoch 2025 | loss: 0.0309607 | val_loss: 0.0312996 | Time: 1670.07 ms [2022-03-31 04:55:24 main:574] : INFO : Epoch 2026 | loss: 0.0309625 | val_loss: 0.03128 | Time: 1673.71 ms [2022-03-31 04:55:26 main:574] : INFO : Epoch 2027 | loss: 0.0309883 | val_loss: 0.0313018 | Time: 1670.01 ms [2022-03-31 04:55:28 main:574] : INFO : Epoch 2028 | loss: 0.0309782 | val_loss: 0.0312892 | Time: 1672.32 ms [2022-03-31 04:55:30 main:574] : INFO : Epoch 2029 | loss: 0.0309774 | val_loss: 0.0313145 | Time: 1666.83 ms [2022-03-31 04:55:31 main:574] : INFO : Epoch 2030 | loss: 0.0309616 | val_loss: 0.0312604 | Time: 1672.63 ms [2022-03-31 04:55:33 main:574] : INFO : Epoch 2031 | loss: 0.0309643 | val_loss: 0.0313123 | Time: 1651.16 ms [2022-03-31 04:55:35 main:574] : INFO : Epoch 2032 | loss: 0.0309688 | val_loss: 0.0312966 | Time: 1682.28 ms [2022-03-31 04:55:36 main:574] : INFO : Epoch 2033 | loss: 0.0309619 | val_loss: 0.0312747 | Time: 1665.02 ms [2022-03-31 04:55:38 main:574] : INFO : Epoch 2034 | loss: 0.0309611 | val_loss: 0.0313046 | Time: 1666.49 ms [2022-03-31 04:55:40 main:574] : INFO : Epoch 2035 | loss: 0.0309622 | val_loss: 0.0312797 | Time: 1671.01 ms [2022-03-31 04:55:41 main:574] : INFO : Epoch 2036 | loss: 0.0309803 | val_loss: 0.0312917 | Time: 1684.13 ms [2022-03-31 04:55:43 main:574] : INFO : Epoch 2037 | loss: 0.0309677 | val_loss: 0.0313194 | Time: 1647.84 ms [2022-03-31 04:55:45 main:574] : INFO : Epoch 2038 | loss: 0.0309666 | val_loss: 0.0313178 | Time: 1678.34 ms [2022-03-31 04:55:46 main:574] : INFO : Epoch 2039 | loss: 0.0309699 | val_loss: 0.0313265 | Time: 1669.05 ms [2022-03-31 04:55:48 main:574] : INFO : Epoch 2040 | loss: 0.0309726 | val_loss: 0.031346 | Time: 1667.29 ms [2022-03-31 04:55:50 main:574] : INFO : Epoch 2041 | loss: 0.0309691 | val_loss: 0.0313103 | Time: 1665.16 ms [2022-03-31 04:55:51 main:574] : INFO : Epoch 2042 | loss: 0.0309695 | val_loss: 0.0312669 | Time: 1669.02 ms [2022-03-31 04:55:53 main:574] : INFO : Epoch 2043 | loss: 0.030982 | val_loss: 0.0312731 | Time: 1676.87 ms [2022-03-31 04:55:55 main:574] : INFO : Epoch 2044 | loss: 0.0309786 | val_loss: 0.0313079 | Time: 1671.17 ms [2022-03-31 04:55:56 main:574] : INFO : Epoch 2045 | loss: 0.0309605 | val_loss: 0.0313155 | Time: 1647.79 ms [2022-03-31 04:55:58 main:574] : INFO : Epoch 2046 | loss: 0.0309626 | val_loss: 0.031282 | Time: 1663.97 ms [2022-03-31 04:56:00 main:574] : INFO : Epoch 2047 | loss: 0.0309661 | val_loss: 0.0312759 | Time: 1676.8 ms [2022-03-31 04:56:01 main:574] : INFO : Epoch 2048 | loss: 0.0309705 | val_loss: 0.0312549 | Time: 1675.21 ms [2022-03-31 04:56:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312549 [2022-03-31 04:56:01 main:603] : INFO : Saving end state to config to file [2022-03-31 04:56:01 main:608] : INFO : Success, exiting.. 04:56:01 (26704): 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)