Task 14597500
| Name | ParityModified-1647040808-3206-3-0_1 |
| Workunit | 11617499 |
| Created | 11 Apr 2022, 18:07:30 UTC |
| Sent | 11 Apr 2022, 18:07:34 UTC |
| Report deadline | 19 Apr 2022, 18:07:34 UTC |
| Received | 11 Apr 2022, 21:15:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21229 |
| Run time | 34 min |
| CPU time | 33 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,465.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 6:27 main:581] : INFO : Epoch 1538 | loss: 0.0311644 | val_loss: 0.0311671 | Time: 987.765 ms [2022-04-12 06:06:28 main:581] : INFO : Epoch 1539 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 990.532 ms [2022-04-12 06:06:29 main:581] : INFO : Epoch 1540 | loss: 0.0311634 | val_loss: 0.0311752 | Time: 989.436 ms [2022-04-12 06:06:30 main:581] : INFO : Epoch 1541 | loss: 0.0311628 | val_loss: 0.0311695 | Time: 990 ms [2022-04-12 06:06:31 main:581] : INFO : Epoch 1542 | loss: 0.0311602 | val_loss: 0.0311673 | Time: 989.103 ms [2022-04-12 06:06:32 main:581] : INFO : Epoch 1543 | loss: 0.0311601 | val_loss: 0.0311675 | Time: 991.3 ms [2022-04-12 06:06:33 main:581] : INFO : Epoch 1544 | loss: 0.0311771 | val_loss: 0.0311864 | Time: 990.464 ms [2022-04-12 06:06:34 main:581] : INFO : Epoch 1545 | loss: 0.0311831 | val_loss: 0.0311795 | Time: 1001.6 ms [2022-04-12 06:06:35 main:581] : INFO : Epoch 1546 | loss: 0.0311787 | val_loss: 0.0311725 | Time: 1000.37 ms [2022-04-12 06:06:36 main:581] : INFO : Epoch 1547 | loss: 0.0311754 | val_loss: 0.0311718 | Time: 1010.36 ms [2022-04-12 06:06:37 main:581] : INFO : Epoch 1548 | loss: 0.0311712 | val_loss: 0.0311717 | Time: 992.349 ms [2022-04-12 06:06:38 main:581] : INFO : Epoch 1549 | loss: 0.0311704 | val_loss: 0.0311776 | Time: 988.172 ms [2022-04-12 06:06:39 main:581] : INFO : Epoch 1550 | loss: 0.0311717 | val_loss: 0.031172 | Time: 994.291 ms [2022-04-12 06:06:40 main:581] : INFO : Epoch 1551 | loss: 0.0311693 | val_loss: 0.0311715 | Time: 987.513 ms [2022-04-12 06:06:41 main:581] : INFO : Epoch 1552 | loss: 0.0311705 | val_loss: 0.0311697 | Time: 988.4 ms [2022-04-12 06:06:42 main:581] : INFO : Epoch 1553 | loss: 0.0311705 | val_loss: 0.0311778 | Time: 987.386 ms [2022-04-12 06:06:43 main:581] : INFO : Epoch 1554 | loss: 0.031169 | val_loss: 0.0311697 | Time: 988.131 ms [2022-04-12 06:06:44 main:581] : INFO : Epoch 1555 | loss: 0.0311676 | val_loss: 0.0311695 | Time: 991.237 ms [2022-04-12 06:06:45 main:581] : INFO : Epoch 1556 | loss: 0.0311674 | val_loss: 0.0311723 | Time: 988.64 ms [2022-04-12 06:06:46 main:581] : INFO : Epoch 1557 | loss: 0.0311711 | val_loss: 0.0311696 | Time: 993.42 ms [2022-04-12 06:06:47 main:581] : INFO : Epoch 1558 | loss: 0.031172 | val_loss: 0.0311723 | Time: 989.467 ms [2022-04-12 06:06:48 main:581] : INFO : Epoch 1559 | loss: 0.0311692 | val_loss: 0.03117 | Time: 990.16 ms [2022-04-12 06:06:49 main:581] : INFO : Epoch 1560 | loss: 0.0311679 | val_loss: 0.0311694 | Time: 992.158 ms [2022-04-12 06:06:50 main:581] : INFO : Epoch 1561 | loss: 0.0311674 | val_loss: 0.0311694 | Time: 988.923 ms [2022-04-12 06:06:51 main:581] : INFO : Epoch 1562 | loss: 0.0311697 | val_loss: 0.0311684 | Time: 989.64 ms [2022-04-12 06:06:52 main:581] : INFO : Epoch 1563 | loss: 0.0311675 | val_loss: 0.0311695 | Time: 988.674 ms [2022-04-12 06:06:53 main:581] : INFO : Epoch 1564 | loss: 0.031171 | val_loss: 0.0311787 | Time: 987.737 ms [2022-04-12 06:06:54 main:581] : INFO : Epoch 1565 | loss: 0.0311726 | val_loss: 0.0311695 | Time: 1050.41 ms [2022-04-12 06:06:55 main:581] : INFO : Epoch 1566 | loss: 0.0311673 | val_loss: 0.0311695 | Time: 1012.02 ms [2022-04-12 06:06:56 main:581] : INFO : Epoch 1567 | loss: 0.0311684 | val_loss: 0.0311727 | Time: 991 ms [2022-04-12 06:06:57 main:581] : INFO : Epoch 1568 | loss: 0.0311726 | val_loss: 0.0311752 | Time: 988.88 ms [2022-04-12 06:06:58 main:581] : INFO : Epoch 1569 | loss: 0.0311717 | val_loss: 0.0311729 | Time: 992.652 ms [2022-04-12 06:06:59 main:581] : INFO : Epoch 1570 | loss: 0.0311719 | val_loss: 0.031176 | Time: 1001.73 ms [2022-04-12 06:07:00 main:581] : INFO : Epoch 1571 | loss: 0.0311713 | val_loss: 0.0311711 | Time: 995.856 ms [2022-04-12 06:07:01 main:581] : INFO : Epoch 1572 | loss: 0.0311708 | val_loss: 0.0311697 | Time: 1002.15 ms [2022-04-12 06:07:02 main:581] : INFO : Epoch 1573 | loss: 0.0311711 | val_loss: 0.031175 | Time: 990.14 ms [2022-04-12 06:07:03 main:581] : INFO : Epoch 1574 | loss: 0.0311695 | val_loss: 0.0311697 | Time: 991.46 ms [2022-04-12 06:07:04 main:581] : INFO : Epoch 1575 | loss: 0.0311692 | val_loss: 0.031173 | Time: 998.519 ms [2022-04-12 06:07:05 main:581] : INFO : Epoch 1576 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 988.995 ms [2022-04-12 06:07:06 main:581] : INFO : Epoch 1577 | loss: 0.0311725 | val_loss: 0.0311695 | Time: 999.042 ms [2022-04-12 06:07:07 main:581] : INFO : Epoch 1578 | loss: 0.0311747 | val_loss: 0.0311702 | Time: 987.998 ms [2022-04-12 06:07:08 main:581] : INFO : Epoch 1579 | loss: 0.0311688 | val_loss: 0.0311711 | Time: 986.371 ms [2022-04-12 06:07:09 main:581] : INFO : Epoch 1580 | loss: 0.0311714 | val_loss: 0.031172 | Time: 992.12 ms [2022-04-12 06:07:10 main:581] : INFO : Epoch 1581 | loss: 0.0311717 | val_loss: 0.0311704 | Time: 989.319 ms [2022-04-12 06:07:11 main:581] : INFO : Epoch 1582 | loss: 0.0311718 | val_loss: 0.0311689 | Time: 989.229 ms [2022-04-12 06:07:12 main:581] : INFO : Epoch 1583 | loss: 0.0311699 | val_loss: 0.0311706 | Time: 988.535 ms [2022-04-12 06:07:13 main:581] : INFO : Epoch 1584 | loss: 0.0311688 | val_loss: 0.0311687 | Time: 988.778 ms [2022-04-12 06:07:13 main:581] : INFO : Epoch 1585 | loss: 0.0311681 | val_loss: 0.0311687 | Time: 991.915 ms [2022-04-12 06:07:14 main:581] : INFO : Epoch 1586 | loss: 0.0311667 | val_loss: 0.0311762 | Time: 993.103 ms [2022-04-12 06:07:15 main:581] : INFO : Epoch 1587 | loss: 0.031167 | val_loss: 0.031167 | Time: 990.99 ms [2022-04-12 06:07:16 main:581] : INFO : Epoch 1588 | loss: 0.0311668 | val_loss: 0.0311722 | Time: 989.953 ms [2022-04-12 06:07:17 main:581] : INFO : Epoch 1589 | loss: 0.031166 | val_loss: 0.0311683 | Time: 999.949 ms [2022-04-12 06:07:18 main:581] : INFO : Epoch 1590 | loss: 0.0311666 | val_loss: 0.0311707 | Time: 991.167 ms [2022-04-12 06:07:19 main:581] : INFO : Epoch 1591 | loss: 0.0311658 | val_loss: 0.0311694 | Time: 990.174 ms [2022-04-12 06:07:20 main:581] : INFO : Epoch 1592 | loss: 0.0311657 | val_loss: 0.0311672 | Time: 988.635 ms [2022-04-12 06:07:21 main:581] : INFO : Epoch 1593 | loss: 0.031165 | val_loss: 0.0311728 | Time: 990.391 ms [2022-04-12 06:07:22 main:581] : INFO : Epoch 1594 | loss: 0.0311664 | val_loss: 0.031167 | Time: 989.212 ms [2022-04-12 06:07:23 main:581] : INFO : Epoch 1595 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 991.156 ms [2022-04-12 06:07:24 main:581] : INFO : Epoch 1596 | loss: 0.031166 | val_loss: 0.0311704 | Time: 988.294 ms [2022-04-12 06:07:25 main:581] : INFO : Epoch 1597 | loss: 0.0311682 | val_loss: 0.0311685 | Time: 990.665 ms [2022-04-12 06:07:26 main:581] : INFO : Epoch 1598 | loss: 0.0311651 | val_loss: 0.0311696 | Time: 987.925 ms [2022-04-12 06:07:27 main:581] : INFO : Epoch 1599 | loss: 0.0311651 | val_loss: 0.0311686 | Time: 987.775 ms [2022-04-12 06:07:28 main:581] : INFO : Epoch 1600 | loss: 0.0311645 | val_loss: 0.0311689 | Time: 989.993 ms [2022-04-12 06:07:29 main:581] : INFO : Epoch 1601 | loss: 0.0311656 | val_loss: 0.0311698 | Time: 989.292 ms [2022-04-12 06:07:30 main:581] : INFO : Epoch 1602 | loss: 0.0311657 | val_loss: 0.0311695 | Time: 990.905 ms [2022-04-12 06:07:31 main:581] : INFO : Epoch 1603 | loss: 0.0311667 | val_loss: 0.0311772 | Time: 988.762 ms [2022-04-12 06:07:32 main:581] : INFO : Epoch 1604 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 993.514 ms [2022-04-12 06:07:33 main:581] : INFO : Epoch 1605 | loss: 0.031166 | val_loss: 0.0311679 | Time: 991.037 ms [2022-04-12 06:07:34 main:581] : INFO : Epoch 1606 | loss: 0.0311652 | val_loss: 0.0311688 | Time: 989.8 ms [2022-04-12 06:07:35 main:581] : INFO : Epoch 1607 | loss: 0.0311653 | val_loss: 0.0311676 | Time: 1006.77 ms [2022-04-12 06:07:36 main:581] : INFO : Epoch 1608 | loss: 0.0311649 | val_loss: 0.0311695 | Time: 1017.37 ms [2022-04-12 06:07:37 main:581] : INFO : Epoch 1609 | loss: 0.031167 | val_loss: 0.0311756 | Time: 1031.98 ms [2022-04-12 06:07:38 main:581] : INFO : Epoch 1610 | loss: 0.0311644 | val_loss: 0.0311679 | Time: 1037.83 ms [2022-04-12 06:07:39 main:581] : INFO : Epoch 1611 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 1037.39 ms [2022-04-12 06:07:40 main:581] : INFO : Epoch 1612 | loss: 0.0311641 | val_loss: 0.0311695 | Time: 1036.19 ms [2022-04-12 06:07:42 main:581] : INFO : Epoch 1613 | loss: 0.031163 | val_loss: 0.0311744 | Time: 1039.74 ms [2022-04-12 06:07:43 main:581] : INFO : Epoch 1614 | loss: 0.0311635 | val_loss: 0.0311705 | Time: 1043.18 ms [2022-04-12 06:07:44 main:581] : INFO : Epoch 1615 | loss: 0.031164 | val_loss: 0.0311713 | Time: 1038.57 ms [2022-04-12 06:07:45 main:581] : INFO : Epoch 1616 | loss: 0.0311635 | val_loss: 0.0311694 | Time: 1037.97 ms [2022-04-12 06:07:46 main:581] : INFO : Epoch 1617 | loss: 0.0311644 | val_loss: 0.0311702 | Time: 1001.47 ms [2022-04-12 06:07:47 main:581] : INFO : Epoch 1618 | loss: 0.0311635 | val_loss: 0.0311685 | Time: 989.351 ms [2022-04-12 06:07:48 main:581] : INFO : Epoch 1619 | loss: 0.0311627 | val_loss: 0.0311684 | Time: 989.809 ms [2022-04-12 06:07:49 main:581] : INFO : Epoch 1620 | loss: 0.0311632 | val_loss: 0.0311681 | Time: 989.357 ms [2022-04-12 06:07:50 main:581] : INFO : Epoch 1621 | loss: 0.0311645 | val_loss: 0.0311674 | Time: 988.53 ms [2022-04-12 06:07:51 main:581] : INFO : Epoch 1622 | loss: 0.0311647 | val_loss: 0.0311676 | Time: 989.067 ms [2022-04-12 06:07:52 main:581] : INFO : Epoch 1623 | loss: 0.0311655 | val_loss: 0.031168 | Time: 988.342 ms [2022-04-12 06:07:53 main:581] : INFO : Epoch 1624 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 987.951 ms [2022-04-12 06:07:54 main:581] : INFO : Epoch 1625 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 991.223 ms [2022-04-12 06:07:55 main:581] : INFO : Epoch 1626 | loss: 0.0311662 | val_loss: 0.0311686 | Time: 988.883 ms [2022-04-12 06:07:56 main:581] : INFO : Epoch 1627 | loss: 0.0311642 | val_loss: 0.0311768 | Time: 989.927 ms [2022-04-12 06:07:57 main:581] : INFO : Epoch 1628 | loss: 0.0311637 | val_loss: 0.031168 | Time: 988.787 ms [2022-04-12 06:07:58 main:581] : INFO : Epoch 1629 | loss: 0.0311626 | val_loss: 0.0311678 | Time: 989.28 ms [2022-04-12 06:07:58 main:581] : INFO : Epoch 1630 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 987.866 ms [2022-04-12 06:07:59 main:581] : INFO : Epoch 1631 | loss: 0.0311614 | val_loss: 0.0311678 | Time: 989.463 ms [2022-04-12 06:08:00 main:581] : INFO : Epoch 1632 | loss: 0.0311612 | val_loss: 0.0311693 | Time: 992.226 ms [2022-04-12 06:08:01 main:581] : INFO : Epoch 1633 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 988.873 ms [2022-04-12 06:08:02 main:581] : INFO : Epoch 1634 | loss: 0.031165 | val_loss: 0.0311737 | Time: 987.272 ms [2022-04-12 06:08:03 main:581] : INFO : Epoch 1635 | loss: 0.0311657 | val_loss: 0.0311839 | Time: 989.746 ms [2022-04-12 06:08:04 main:581] : INFO : Epoch 1636 | loss: 0.0311674 | val_loss: 0.0311709 | Time: 988.168 ms [2022-04-12 06:08:05 main:581] : INFO : Epoch 1637 | loss: 0.0311685 | val_loss: 0.0311815 | Time: 990.467 ms [2022-04-12 06:08:06 main:581] : INFO : Epoch 1638 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 988.279 ms [2022-04-12 06:08:07 main:581] : INFO : Epoch 1639 | loss: 0.0311969 | val_loss: 0.0312326 | Time: 989.53 ms [2022-04-12 06:08:08 main:581] : INFO : Epoch 1640 | loss: 0.0407869 | val_loss: 0.0369556 | Time: 988.119 ms [2022-04-12 06:08:09 main:581] : INFO : Epoch 1641 | loss: 0.0354302 | val_loss: 0.0322775 | Time: 989.079 ms [2022-04-12 06:08:10 main:581] : INFO : Epoch 1642 | loss: 0.0317779 | val_loss: 0.0313952 | Time: 990.659 ms [2022-04-12 06:08:11 main:581] : INFO : Epoch 1643 | loss: 0.0313262 | val_loss: 0.0312848 | Time: 987.196 ms [2022-04-12 06:08:12 main:581] : INFO : Epoch 1644 | loss: 0.0312473 | val_loss: 0.0312272 | Time: 989.114 ms [2022-04-12 06:08:13 main:581] : INFO : Epoch 1645 | loss: 0.0312231 | val_loss: 0.0312156 | Time: 990.947 ms [2022-04-12 06:08:14 main:581] : INFO : Epoch 1646 | loss: 0.0312132 | val_loss: 0.0312068 | Time: 989.719 ms [2022-04-12 06:08:15 main:581] : INFO : Epoch 1647 | loss: 0.0312041 | val_loss: 0.0311979 | Time: 989.547 ms [2022-04-12 06:08:16 main:581] : INFO : Epoch 1648 | loss: 0.0311951 | val_loss: 0.03119 | Time: 987.973 ms [2022-04-12 06:08:17 main:581] : INFO : Epoch 1649 | loss: 0.0311867 | val_loss: 0.031183 | Time: 990.961 ms [2022-04-12 06:08:18 main:581] : INFO : Epoch 1650 | loss: 0.0311799 | val_loss: 0.0311788 | Time: 988.398 ms [2022-04-12 06:08:19 main:581] : INFO : Epoch 1651 | loss: 0.0311766 | val_loss: 0.0311784 | Time: 990.48 ms [2022-04-12 06:08:20 main:581] : INFO : Epoch 1652 | loss: 0.0311745 | val_loss: 0.0311749 | Time: 988.731 ms [2022-04-12 06:08:21 main:581] : INFO : Epoch 1653 | loss: 0.0311725 | val_loss: 0.0311736 | Time: 989.029 ms [2022-04-12 06:08:22 main:581] : INFO : Epoch 1654 | loss: 0.0311714 | val_loss: 0.0311729 | Time: 988.259 ms [2022-04-12 06:08:23 main:581] : INFO : Epoch 1655 | loss: 0.0311708 | val_loss: 0.0311747 | Time: 990.819 ms [2022-04-12 06:08:24 main:581] : INFO : Epoch 1656 | loss: 0.0311729 | val_loss: 0.031174 | Time: 990.252 ms [2022-04-12 06:08:25 main:581] : INFO : Epoch 1657 | loss: 0.0311701 | val_loss: 0.0311733 | Time: 989.749 ms [2022-04-12 06:08:26 main:581] : INFO : Epoch 1658 | loss: 0.0311716 | val_loss: 0.031173 | Time: 989.641 ms [2022-04-12 06:08:27 main:581] : INFO : Epoch 1659 | loss: 0.0311721 | val_loss: 0.031176 | Time: 986.874 ms [2022-04-12 06:08:28 main:581] : INFO : Epoch 1660 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 991.064 ms [2022-04-12 06:08:29 main:581] : INFO : Epoch 1661 | loss: 0.0311704 | val_loss: 0.0311714 | Time: 987.491 ms [2022-04-12 06:08:30 main:581] : INFO : Epoch 1662 | loss: 0.0311702 | val_loss: 0.0311718 | Time: 987.184 ms [2022-04-12 06:08:31 main:581] : INFO : Epoch 1663 | loss: 0.0311686 | val_loss: 0.0311728 | Time: 988.99 ms [2022-04-12 06:08:32 main:581] : INFO : Epoch 1664 | loss: 0.0311704 | val_loss: 0.031173 | Time: 991.901 ms [2022-04-12 06:08:33 main:581] : INFO : Epoch 1665 | loss: 0.0311703 | val_loss: 0.0311716 | Time: 988.489 ms [2022-04-12 06:08:34 main:581] : INFO : Epoch 1666 | loss: 0.0311713 | val_loss: 0.0311728 | Time: 990.761 ms [2022-04-12 06:08:35 main:581] : INFO : Epoch 1667 | loss: 0.0311701 | val_loss: 0.0311731 | Time: 1001.02 ms [2022-04-12 06:08:36 main:581] : INFO : Epoch 1668 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 1014.58 ms [2022-04-12 06:08:37 main:581] : INFO : Epoch 1669 | loss: 0.0311685 | val_loss: 0.0311718 | Time: 989.505 ms [2022-04-12 06:08:38 main:581] : INFO : Epoch 1670 | loss: 0.0311691 | val_loss: 0.0311725 | Time: 992.662 ms [2022-04-12 06:08:39 main:581] : INFO : Epoch 1671 | loss: 0.0311684 | val_loss: 0.0311723 | Time: 990.505 ms [2022-04-12 06:08:40 main:581] : INFO : Epoch 1672 | loss: 0.0311681 | val_loss: 0.0311737 | Time: 993.093 ms [2022-04-12 06:08:41 main:581] : INFO : Epoch 1673 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 987.429 ms [2022-04-12 06:08:42 main:581] : INFO : Epoch 1674 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 987.849 ms [2022-04-12 06:08:43 main:581] : INFO : Epoch 1675 | loss: 0.0311694 | val_loss: 0.0311724 | Time: 987.909 ms [2022-04-12 06:08:44 main:581] : INFO : Epoch 1676 | loss: 0.031168 | val_loss: 0.0311735 | Time: 989.857 ms [2022-04-12 06:08:45 main:581] : INFO : Epoch 1677 | loss: 0.0311685 | val_loss: 0.0311755 | Time: 989.02 ms [2022-04-12 06:08:46 main:581] : INFO : Epoch 1678 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 990.175 ms [2022-04-12 06:08:47 main:581] : INFO : Epoch 1679 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 987.506 ms [2022-04-12 06:08:48 main:581] : INFO : Epoch 1680 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 988.807 ms [2022-04-12 06:08:49 main:581] : INFO : Epoch 1681 | loss: 0.0311654 | val_loss: 0.0311708 | Time: 988.852 ms [2022-04-12 06:08:50 main:581] : INFO : Epoch 1682 | loss: 0.0311651 | val_loss: 0.0311701 | Time: 988.507 ms [2022-04-12 06:08:51 main:581] : INFO : Epoch 1683 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 987.564 ms [2022-04-12 06:08:52 main:581] : INFO : Epoch 1684 | loss: 0.0311654 | val_loss: 0.0311706 | Time: 990.032 ms [2022-04-12 06:08:53 main:581] : INFO : Epoch 1685 | loss: 0.0311656 | val_loss: 0.0311702 | Time: 988.266 ms [2022-04-12 06:08:54 main:581] : INFO : Epoch 1686 | loss: 0.0311649 | val_loss: 0.0311697 | Time: 999.41 ms [2022-04-12 06:08:55 main:581] : INFO : Epoch 1687 | loss: 0.0311645 | val_loss: 0.031172 | Time: 990.967 ms [2022-04-12 06:08:56 main:581] : INFO : Epoch 1688 | loss: 0.0311687 | val_loss: 0.0311709 | Time: 994.469 ms [2022-04-12 06:08:57 main:581] : INFO : Epoch 1689 | loss: 0.0311659 | val_loss: 0.0311709 | Time: 990.207 ms [2022-04-12 06:08:58 main:581] : INFO : Epoch 1690 | loss: 0.0311647 | val_loss: 0.0311741 | Time: 989.08 ms [2022-04-12 06:08:59 main:581] : INFO : Epoch 1691 | loss: 0.0311663 | val_loss: 0.0311694 | Time: 989.705 ms [2022-04-12 06:09:00 main:581] : INFO : Epoch 1692 | loss: 0.0311638 | val_loss: 0.03117 | Time: 991.004 ms [2022-04-12 06:09:01 main:581] : INFO : Epoch 1693 | loss: 0.031164 | val_loss: 0.0311712 | Time: 988.501 ms [2022-04-12 06:09:02 main:581] : INFO : Epoch 1694 | loss: 0.0311649 | val_loss: 0.0311707 | Time: 987.134 ms [2022-04-12 06:09:03 main:581] : INFO : Epoch 1695 | loss: 0.031165 | val_loss: 0.0311687 | Time: 988.317 ms [2022-04-12 06:09:04 main:581] : INFO : Epoch 1696 | loss: 0.0311634 | val_loss: 0.0311694 | Time: 994.874 ms [2022-04-12 06:09:05 main:581] : INFO : Epoch 1697 | loss: 0.0311642 | val_loss: 0.0311692 | Time: 1006.54 ms [2022-04-12 06:09:06 main:581] : INFO : Epoch 1698 | loss: 0.0311641 | val_loss: 0.0311681 | Time: 1001.18 ms [2022-04-12 06:09:07 main:581] : INFO : Epoch 1699 | loss: 0.0311641 | val_loss: 0.0311712 | Time: 988.349 ms [2022-04-12 06:09:08 main:581] : INFO : Epoch 1700 | loss: 0.0311646 | val_loss: 0.031169 | Time: 991.665 ms [2022-04-12 06:09:09 main:581] : INFO : Epoch 1701 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 998.119 ms [2022-04-12 06:09:10 main:581] : INFO : Epoch 1702 | loss: 0.0311628 | val_loss: 0.031169 | Time: 992.425 ms [2022-04-12 06:09:11 main:581] : INFO : Epoch 1703 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 991.897 ms [2022-04-12 06:09:12 main:581] : INFO : Epoch 1704 | loss: 0.0311633 | val_loss: 0.0311683 | Time: 990.385 ms [2022-04-12 06:09:13 main:581] : INFO : Epoch 1705 | loss: 0.0311621 | val_loss: 0.0311684 | Time: 989.992 ms [2022-04-12 06:09:14 main:581] : INFO : Epoch 1706 | loss: 0.0311624 | val_loss: 0.0311705 | Time: 995.125 ms [2022-04-12 06:09:15 main:581] : INFO : Epoch 1707 | loss: 0.0311648 | val_loss: 0.0311708 | Time: 989.069 ms [2022-04-12 06:09:16 main:581] : INFO : Epoch 1708 | loss: 0.0311631 | val_loss: 0.0311696 | Time: 988.55 ms [2022-04-12 06:09:17 main:581] : INFO : Epoch 1709 | loss: 0.0311623 | val_loss: 0.0311688 | Time: 986.961 ms [2022-04-12 06:09:18 main:581] : INFO : Epoch 1710 | loss: 0.0311626 | val_loss: 0.0311685 | Time: 988.17 ms [2022-04-12 06:09:19 main:581] : INFO : Epoch 1711 | loss: 0.0311622 | val_loss: 0.0311687 | Time: 988.896 ms [2022-04-12 06:09:20 main:581] : INFO : Epoch 1712 | loss: 0.0311624 | val_loss: 0.0311687 | Time: 991.659 ms [2022-04-12 06:09:21 main:581] : INFO : Epoch 1713 | loss: 0.0311616 | val_loss: 0.0311676 | Time: 987.853 ms [2022-04-12 06:09:22 main:581] : INFO : Epoch 1714 | loss: 0.0311622 | val_loss: 0.0311693 | Time: 987.802 ms [2022-04-12 06:09:23 main:581] : INFO : Epoch 1715 | loss: 0.0311631 | val_loss: 0.0311698 | Time: 987.616 ms [2022-04-12 06:09:24 main:581] : INFO : Epoch 1716 | loss: 0.0311647 | val_loss: 0.0311689 | Time: 991.927 ms [2022-04-12 06:09:25 main:581] : INFO : Epoch 1717 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 988.994 ms [2022-04-12 06:09:26 main:581] : INFO : Epoch 1718 | loss: 0.0311715 | val_loss: 0.0311738 | Time: 1025.29 ms [2022-04-12 06:09:27 main:581] : INFO : Epoch 1719 | loss: 0.0311726 | val_loss: 0.0311721 | Time: 1148.15 ms [2022-04-12 06:09:28 main:581] : INFO : Epoch 1720 | loss: 0.03117 | val_loss: 0.0311712 | Time: 990.254 ms [2022-04-12 06:09:29 main:581] : INFO : Epoch 1721 | loss: 0.0311709 | val_loss: 0.031174 | Time: 988.478 ms [2022-04-12 06:09:30 main:581] : INFO : Epoch 1722 | loss: 0.0311702 | val_loss: 0.0311719 | Time: 990.295 ms [2022-04-12 06:09:31 main:581] : INFO : Epoch 1723 | loss: 0.031169 | val_loss: 0.0311711 | Time: 988.416 ms [2022-04-12 06:09:32 main:581] : INFO : Epoch 1724 | loss: 0.0311687 | val_loss: 0.0311701 | Time: 991.115 ms [2022-04-12 06:09:33 main:581] : INFO : Epoch 1725 | loss: 0.0311677 | val_loss: 0.031169 | Time: 988.318 ms [2022-04-12 06:09:34 main:581] : INFO : Epoch 1726 | loss: 0.0311666 | val_loss: 0.0311691 | Time: 988.461 ms [2022-04-12 06:09:35 main:581] : INFO : Epoch 1727 | loss: 0.0311671 | val_loss: 0.0311711 | Time: 988.78 ms [2022-04-12 06:09:36 main:581] : INFO : Epoch 1728 | loss: 0.0311659 | val_loss: 0.0311697 | Time: 1005.21 ms [2022-04-12 06:09:37 main:581] : INFO : Epoch 1729 | loss: 0.0311671 | val_loss: 0.0311716 | Time: 989.123 ms [2022-04-12 06:09:38 main:581] : INFO : Epoch 1730 | loss: 0.0311687 | val_loss: 0.0311677 | Time: 989.922 ms [2022-04-12 06:09:39 main:581] : INFO : Epoch 1731 | loss: 0.0311671 | val_loss: 0.031171 | Time: 998.903 ms [2022-04-12 06:09:40 main:581] : INFO : Epoch 1732 | loss: 0.031167 | val_loss: 0.0311723 | Time: 994.267 ms [2022-04-12 06:09:41 main:581] : INFO : Epoch 1733 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 989.752 ms [2022-04-12 06:09:42 main:581] : INFO : Epoch 1734 | loss: 0.0311658 | val_loss: 0.0311709 | Time: 987.755 ms [2022-04-12 06:09:43 main:581] : INFO : Epoch 1735 | loss: 0.0311651 | val_loss: 0.031171 | Time: 988.933 ms [2022-04-12 06:09:44 main:581] : INFO : Epoch 1736 | loss: 0.0311666 | val_loss: 0.0311697 | Time: 989.908 ms [2022-04-12 06:09:45 main:581] : INFO : Epoch 1737 | loss: 0.031168 | val_loss: 0.0311732 | Time: 990.603 ms [2022-04-12 06:09:46 main:581] : INFO : Epoch 1738 | loss: 0.0311662 | val_loss: 0.0311688 | Time: 989.8 ms [2022-04-12 06:09:47 main:581] : INFO : Epoch 1739 | loss: 0.0311643 | val_loss: 0.0311699 | Time: 988.658 ms [2022-04-12 06:09:48 main:581] : INFO : Epoch 1740 | loss: 0.0311645 | val_loss: 0.0311694 | Time: 988.178 ms [2022-04-12 06:09:49 main:581] : INFO : Epoch 1741 | loss: 0.0311647 | val_loss: 0.031168 | Time: 987.811 ms [2022-04-12 06:09:50 main:581] : INFO : Epoch 1742 | loss: 0.0311668 | val_loss: 0.0311696 | Time: 989.014 ms [2022-04-12 06:09:51 main:581] : INFO : Epoch 1743 | loss: 0.0311675 | val_loss: 0.0311691 | Time: 989.834 ms [2022-04-12 06:09:52 main:581] : INFO : Epoch 1744 | loss: 0.0311656 | val_loss: 0.0311678 | Time: 998.771 ms [2022-04-12 06:09:53 main:581] : INFO : Epoch 1745 | loss: 0.0311656 | val_loss: 0.0311685 | Time: 997.222 ms [2022-04-12 06:09:54 main:581] : INFO : Epoch 1746 | loss: 0.0311648 | val_loss: 0.0311678 | Time: 1007.11 ms [2022-04-12 06:09:55 main:581] : INFO : Epoch 1747 | loss: 0.0311655 | val_loss: 0.0311683 | Time: 1044.88 ms [2022-04-12 06:09:56 main:581] : INFO : Epoch 1748 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 1046.23 ms [2022-04-12 06:09:57 main:581] : INFO : Epoch 1749 | loss: 0.0311683 | val_loss: 0.0311709 | Time: 1038.46 ms [2022-04-12 06:09:58 main:581] : INFO : Epoch 1750 | loss: 0.0311664 | val_loss: 0.0311692 | Time: 1036.7 ms [2022-04-12 06:09:59 main:581] : INFO : Epoch 1751 | loss: 0.0311653 | val_loss: 0.0311702 | Time: 1039.22 ms [2022-04-12 06:10:00 main:581] : INFO : Epoch 1752 | loss: 0.0311659 | val_loss: 0.0311695 | Time: 1041.14 ms [2022-04-12 06:10:01 main:581] : INFO : Epoch 1753 | loss: 0.031167 | val_loss: 0.0311733 | Time: 1036.69 ms [2022-04-12 06:10:02 main:581] : INFO : Epoch 1754 | loss: 0.031166 | val_loss: 0.0311674 | Time: 1029.05 ms [2022-04-12 06:10:03 main:581] : INFO : Epoch 1755 | loss: 0.0311645 | val_loss: 0.0311678 | Time: 1003.56 ms [2022-04-12 06:10:04 main:581] : INFO : Epoch 1756 | loss: 0.0311636 | val_loss: 0.0311682 | Time: 1002.14 ms [2022-04-12 06:10:05 main:581] : INFO : Epoch 1757 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 990.133 ms [2022-04-12 06:10:06 main:581] : INFO : Epoch 1758 | loss: 0.0311626 | val_loss: 0.0311667 | Time: 990.71 ms [2022-04-12 06:10:07 main:581] : INFO : Epoch 1759 | loss: 0.0311631 | val_loss: 0.0311686 | Time: 988.99 ms [2022-04-12 06:10:08 main:581] : INFO : Epoch 1760 | loss: 0.0311635 | val_loss: 0.0311692 | Time: 996.062 ms [2022-04-12 06:10:09 main:581] : INFO : Epoch 1761 | loss: 0.031163 | val_loss: 0.0311679 | Time: 987.91 ms [2022-04-12 06:10:10 main:581] : INFO : Epoch 1762 | loss: 0.0311638 | val_loss: 0.0311703 | Time: 990.996 ms [2022-04-12 06:10:11 main:581] : INFO : Epoch 1763 | loss: 0.031165 | val_loss: 0.0311683 | Time: 989.162 ms [2022-04-12 06:10:12 main:581] : INFO : Epoch 1764 | loss: 0.0311628 | val_loss: 0.0311683 | Time: 988.054 ms [2022-04-12 06:10:13 main:581] : INFO : Epoch 1765 | loss: 0.0311636 | val_loss: 0.0311682 | Time: 989.813 ms [2022-04-12 06:10:14 main:581] : INFO : Epoch 1766 | loss: 0.0311624 | val_loss: 0.0311678 | Time: 990.293 ms [2022-04-12 06:10:15 main:581] : INFO : Epoch 1767 | loss: 0.0311615 | val_loss: 0.0311673 | Time: 988.612 ms [2022-04-12 06:10:16 main:581] : INFO : Epoch 1768 | loss: 0.0311618 | val_loss: 0.031169 | Time: 989.293 ms [2022-04-12 06:10:17 main:581] : INFO : Epoch 1769 | loss: 0.0311628 | val_loss: 0.0311693 | Time: 988.998 ms [2022-04-12 06:10:18 main:581] : INFO : Epoch 1770 | loss: 0.0311629 | val_loss: 0.0311696 | Time: 989.09 ms [2022-04-12 06:10:19 main:581] : INFO : Epoch 1771 | loss: 0.0311615 | val_loss: 0.0311713 | Time: 988.091 ms [2022-04-12 06:10:20 main:581] : INFO : Epoch 1772 | loss: 0.0311621 | val_loss: 0.0311695 | Time: 989.043 ms [2022-04-12 06:10:21 main:581] : INFO : Epoch 1773 | loss: 0.0311632 | val_loss: 0.0311699 | Time: 988.868 ms [2022-04-12 06:10:22 main:581] : INFO : Epoch 1774 | loss: 0.0311632 | val_loss: 0.0311736 | Time: 988.189 ms [2022-04-12 06:10:23 main:581] : INFO : Epoch 1775 | loss: 0.0311619 | val_loss: 0.0311672 | Time: 987.903 ms [2022-04-12 06:10:24 main:581] : INFO : Epoch 1776 | loss: 0.0311642 | val_loss: 0.031169 | Time: 992.019 ms [2022-04-12 06:10:25 main:581] : INFO : Epoch 1777 | loss: 0.0311627 | val_loss: 0.031168 | Time: 990.954 ms [2022-04-12 06:10:26 main:581] : INFO : Epoch 1778 | loss: 0.0311619 | val_loss: 0.0311668 | Time: 989.469 ms [2022-04-12 06:10:27 main:581] : INFO : Epoch 1779 | loss: 0.0311607 | val_loss: 0.0311667 | Time: 988.698 ms [2022-04-12 06:10:28 main:581] : INFO : Epoch 1780 | loss: 0.0311622 | val_loss: 0.0311697 | Time: 990.807 ms [2022-04-12 06:10:29 main:581] : INFO : Epoch 1781 | loss: 0.0311609 | val_loss: 0.0311674 | Time: 989.375 ms [2022-04-12 06:10:30 main:581] : INFO : Epoch 1782 | loss: 0.0311601 | val_loss: 0.0311673 | Time: 988.639 ms [2022-04-12 06:10:31 main:581] : INFO : Epoch 1783 | loss: 0.0311606 | val_loss: 0.0311687 | Time: 989.522 ms [2022-04-12 06:10:32 main:581] : INFO : Epoch 1784 | loss: 0.0311617 | val_loss: 0.0311689 | Time: 989.636 ms [2022-04-12 06:10:33 main:581] : INFO : Epoch 1785 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 997.191 ms [2022-04-12 06:10:34 main:581] : INFO : Epoch 1786 | loss: 0.0311606 | val_loss: 0.0311671 | Time: 993.696 ms [2022-04-12 06:10:35 main:581] : INFO : Epoch 1787 | loss: 0.0311603 | val_loss: 0.0311671 | Time: 988.469 ms [2022-04-12 06:10:36 main:581] : INFO : Epoch 1788 | loss: 0.0311606 | val_loss: 0.0311657 | Time: 1007.87 ms [2022-04-12 06:10:37 main:581] : INFO : Epoch 1789 | loss: 0.0311622 | val_loss: 0.0311722 | Time: 1002.1 ms [2022-04-12 06:10:38 main:581] : INFO : Epoch 1790 | loss: 0.0311657 | val_loss: 0.0311714 | Time: 989.787 ms [2022-04-12 06:10:39 main:581] : INFO : Epoch 1791 | loss: 0.0311628 | val_loss: 0.0311676 | Time: 989.861 ms [2022-04-12 06:10:40 main:581] : INFO : Epoch 1792 | loss: 0.0311608 | val_loss: 0.0311668 | Time: 987.568 ms [2022-04-12 06:10:41 main:581] : INFO : Epoch 1793 | loss: 0.0311622 | val_loss: 0.0311683 | Time: 996.887 ms [2022-04-12 06:10:42 main:581] : INFO : Epoch 1794 | loss: 0.0311642 | val_loss: 0.0311733 | Time: 989.706 ms [2022-04-12 06:10:43 main:581] : INFO : Epoch 1795 | loss: 0.0311616 | val_loss: 0.0311676 | Time: 990.259 ms [2022-04-12 06:10:44 main:581] : INFO : Epoch 1796 | loss: 0.0311626 | val_loss: 0.0311748 | Time: 991.269 ms [2022-04-12 06:10:45 main:581] : INFO : Epoch 1797 | loss: 0.031162 | val_loss: 0.0311656 | Time: 989.766 ms [2022-04-12 06:10:46 main:581] : INFO : Epoch 1798 | loss: 0.0311607 | val_loss: 0.0311698 | Time: 989.926 ms [2022-04-12 06:10:47 main:581] : INFO : Epoch 1799 | loss: 0.031163 | val_loss: 0.0311714 | Time: 988.955 ms [2022-04-12 06:10:48 main:581] : INFO : Epoch 1800 | loss: 0.031162 | val_loss: 0.0311668 | Time: 988.344 ms [2022-04-12 06:10:49 main:581] : INFO : Epoch 1801 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 988.233 ms [2022-04-12 06:10:50 main:581] : INFO : Epoch 1802 | loss: 0.0311598 | val_loss: 0.0311715 | Time: 989.494 ms [2022-04-12 06:10:51 main:581] : INFO : Epoch 1803 | loss: 0.0311606 | val_loss: 0.0311702 | Time: 987.129 ms [2022-04-12 06:10:51 main:581] : INFO : Epoch 1804 | loss: 0.0311607 | val_loss: 0.0311697 | Time: 988.806 ms [2022-04-12 06:10:52 main:581] : INFO : Epoch 1805 | loss: 0.0311618 | val_loss: 0.0311664 | Time: 988.751 ms [2022-04-12 06:10:53 main:581] : INFO : Epoch 1806 | loss: 0.0311632 | val_loss: 0.0311749 | Time: 990.807 ms [2022-04-12 06:10:54 main:581] : INFO : Epoch 1807 | loss: 0.0311698 | val_loss: 0.0311666 | Time: 988.946 ms [2022-04-12 06:10:55 main:581] : INFO : Epoch 1808 | loss: 0.0311623 | val_loss: 0.0311742 | Time: 989.29 ms [2022-04-12 06:10:56 main:581] : INFO : Epoch 1809 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 989.413 ms [2022-04-12 06:10:57 main:581] : INFO : Epoch 1810 | loss: 0.0311625 | val_loss: 0.0311674 | Time: 986.895 ms [2022-04-12 06:10:58 main:581] : INFO : Epoch 1811 | loss: 0.0311602 | val_loss: 0.0311675 | Time: 990.961 ms [2022-04-12 06:10:59 main:581] : INFO : Epoch 1812 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 990.83 ms [2022-04-12 06:11:00 main:581] : INFO : Epoch 1813 | loss: 0.0311609 | val_loss: 0.0311663 | Time: 992.09 ms [2022-04-12 06:11:01 main:581] : INFO : Epoch 1814 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 990.591 ms [2022-04-12 06:11:02 main:581] : INFO : Epoch 1815 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 989.157 ms [2022-04-12 06:11:03 main:581] : INFO : Epoch 1816 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 993.932 ms [2022-04-12 06:11:04 main:581] : INFO : Epoch 1817 | loss: 0.0311634 | val_loss: 0.0311699 | Time: 989.798 ms [2022-04-12 06:11:05 main:581] : INFO : Epoch 1818 | loss: 0.0311657 | val_loss: 0.0311791 | Time: 995.358 ms [2022-04-12 06:11:06 main:581] : INFO : Epoch 1819 | loss: 0.0311641 | val_loss: 0.0311676 | Time: 987.074 ms [2022-04-12 06:11:07 main:581] : INFO : Epoch 1820 | loss: 0.0311616 | val_loss: 0.031167 | Time: 988.297 ms [2022-04-12 06:11:08 main:581] : INFO : Epoch 1821 | loss: 0.0311612 | val_loss: 0.0311694 | Time: 988.716 ms [2022-04-12 06:11:09 main:581] : INFO : Epoch 1822 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 988.297 ms [2022-04-12 06:11:10 main:581] : INFO : Epoch 1823 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 992.307 ms [2022-04-12 06:11:11 main:581] : INFO : Epoch 1824 | loss: 0.0311662 | val_loss: 0.0311745 | Time: 987.872 ms [2022-04-12 06:11:12 main:581] : INFO : Epoch 1825 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 987.692 ms [2022-04-12 06:11:13 main:581] : INFO : Epoch 1826 | loss: 0.0311685 | val_loss: 0.0311683 | Time: 991.438 ms [2022-04-12 06:11:14 main:581] : INFO : Epoch 1827 | loss: 0.0311677 | val_loss: 0.0311709 | Time: 989.177 ms [2022-04-12 06:11:15 main:581] : INFO : Epoch 1828 | loss: 0.0311667 | val_loss: 0.0311714 | Time: 988.559 ms [2022-04-12 06:11:16 main:581] : INFO : Epoch 1829 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 999.495 ms [2022-04-12 06:11:17 main:581] : INFO : Epoch 1830 | loss: 0.0311659 | val_loss: 0.0311684 | Time: 1006.47 ms [2022-04-12 06:11:18 main:581] : INFO : Epoch 1831 | loss: 0.0311654 | val_loss: 0.0311715 | Time: 989.247 ms [2022-04-12 06:11:19 main:581] : INFO : Epoch 1832 | loss: 0.0311667 | val_loss: 0.031176 | Time: 988.964 ms [2022-04-12 06:11:20 main:581] : INFO : Epoch 1833 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 992.14 ms [2022-04-12 06:11:21 main:581] : INFO : Epoch 1834 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 987.914 ms [2022-04-12 06:11:22 main:581] : INFO : Epoch 1835 | loss: 0.0311649 | val_loss: 0.0311705 | Time: 990.625 ms [2022-04-12 06:11:23 main:581] : INFO : Epoch 1836 | loss: 0.0311627 | val_loss: 0.0311701 | Time: 989.903 ms [2022-04-12 06:11:24 main:581] : INFO : Epoch 1837 | loss: 0.031164 | val_loss: 0.0311714 | Time: 988.169 ms [2022-04-12 06:11:25 main:581] : INFO : Epoch 1838 | loss: 0.0311631 | val_loss: 0.0311684 | Time: 990.228 ms [2022-04-12 06:11:26 main:581] : INFO : Epoch 1839 | loss: 0.0311634 | val_loss: 0.0311739 | Time: 989.753 ms [2022-04-12 06:11:27 main:581] : INFO : Epoch 1840 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 987.819 ms [2022-04-12 06:11:28 main:581] : INFO : Epoch 1841 | loss: 0.0311638 | val_loss: 0.0311688 | Time: 989.468 ms [2022-04-12 06:11:29 main:581] : INFO : Epoch 1842 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 987.877 ms [2022-04-12 06:11:30 main:581] : INFO : Epoch 1843 | loss: 0.0311628 | val_loss: 0.031169 | Time: 988.066 ms [2022-04-12 06:11:31 main:581] : INFO : Epoch 1844 | loss: 0.0311615 | val_loss: 0.031169 | Time: 991.091 ms [2022-04-12 06:11:32 main:581] : INFO : Epoch 1845 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 992.354 ms [2022-04-12 06:11:33 main:581] : INFO : Epoch 1846 | loss: 0.0311647 | val_loss: 0.031167 | Time: 987.95 ms [2022-04-12 06:11:34 main:581] : INFO : Epoch 1847 | loss: 0.0311613 | val_loss: 0.0311694 | Time: 993.98 ms [2022-04-12 06:11:35 main:581] : INFO : Epoch 1848 | loss: 0.031161 | val_loss: 0.0311687 | Time: 989.138 ms [2022-04-12 06:11:36 main:581] : INFO : Epoch 1849 | loss: 0.0311651 | val_loss: 0.031174 | Time: 1010.34 ms [2022-04-12 06:11:37 main:581] : INFO : Epoch 1850 | loss: 0.0311634 | val_loss: 0.0311673 | Time: 988.899 ms [2022-04-12 06:11:38 main:581] : INFO : Epoch 1851 | loss: 0.0311613 | val_loss: 0.0311677 | Time: 988.227 ms [2022-04-12 06:11:39 main:581] : INFO : Epoch 1852 | loss: 0.0311603 | val_loss: 0.0311678 | Time: 989.664 ms [2022-04-12 06:11:40 main:581] : INFO : Epoch 1853 | loss: 0.0311606 | val_loss: 0.0311736 | Time: 989.928 ms [2022-04-12 06:11:41 main:581] : INFO : Epoch 1854 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 988.254 ms [2022-04-12 06:11:42 main:581] : INFO : Epoch 1855 | loss: 0.0311606 | val_loss: 0.0311669 | Time: 994.838 ms [2022-04-12 06:11:43 main:581] : INFO : Epoch 1856 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 988.472 ms [2022-04-12 06:11:44 main:581] : INFO : Epoch 1857 | loss: 0.031163 | val_loss: 0.0311694 | Time: 991.336 ms [2022-04-12 06:11:45 main:581] : INFO : Epoch 1858 | loss: 0.0311612 | val_loss: 0.0311735 | Time: 991.253 ms [2022-04-12 06:11:46 main:581] : INFO : Epoch 1859 | loss: 0.0311609 | val_loss: 0.0311679 | Time: 994.655 ms [2022-04-12 06:11:47 main:581] : INFO : Epoch 1860 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 987.973 ms [2022-04-12 06:11:48 main:581] : INFO : Epoch 1861 | loss: 0.0311616 | val_loss: 0.0311734 | Time: 989.957 ms [2022-04-12 06:11:49 main:581] : INFO : Epoch 1862 | loss: 0.0311612 | val_loss: 0.0311671 | Time: 993.579 ms [2022-04-12 06:11:50 main:581] : INFO : Epoch 1863 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 989.82 ms [2022-04-12 06:11:51 main:581] : INFO : Epoch 1864 | loss: 0.0311601 | val_loss: 0.0311702 | Time: 990.537 ms [2022-04-12 06:11:52 main:581] : INFO : Epoch 1865 | loss: 0.0311612 | val_loss: 0.0311691 | Time: 990.49 ms [2022-04-12 06:11:53 main:581] : INFO : Epoch 1866 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 988.666 ms [2022-04-12 06:11:54 main:581] : INFO : Epoch 1867 | loss: 0.0311602 | val_loss: 0.031168 | Time: 990.699 ms [2022-04-12 06:11:55 main:581] : INFO : Epoch 1868 | loss: 0.0311657 | val_loss: 0.0311749 | Time: 989.746 ms [2022-04-12 06:11:56 main:581] : INFO : Epoch 1869 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 992.131 ms [2022-04-12 06:11:57 main:581] : INFO : Epoch 1870 | loss: 0.031165 | val_loss: 0.031166 | Time: 988.548 ms [2022-04-12 06:11:58 main:581] : INFO : Epoch 1871 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 989.343 ms [2022-04-12 06:11:59 main:581] : INFO : Epoch 1872 | loss: 0.0311634 | val_loss: 0.0311682 | Time: 989.41 ms [2022-04-12 06:12:00 main:581] : INFO : Epoch 1873 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 1000.58 ms [2022-04-12 06:12:01 main:581] : INFO : Epoch 1874 | loss: 0.0311652 | val_loss: 0.0311676 | Time: 990.339 ms [2022-04-12 06:12:02 main:581] : INFO : Epoch 1875 | loss: 0.0311619 | val_loss: 0.0311677 | Time: 987.643 ms [2022-04-12 06:12:03 main:581] : INFO : Epoch 1876 | loss: 0.0311646 | val_loss: 0.0311738 | Time: 989.056 ms [2022-04-12 06:12:04 main:581] : INFO : Epoch 1877 | loss: 0.0311703 | val_loss: 0.0311786 | Time: 993.974 ms [2022-04-12 06:12:05 main:581] : INFO : Epoch 1878 | loss: 0.031169 | val_loss: 0.0311706 | Time: 991.382 ms [2022-04-12 06:12:06 main:581] : INFO : Epoch 1879 | loss: 0.0311734 | val_loss: 0.0311766 | Time: 992.422 ms [2022-04-12 06:12:07 main:581] : INFO : Epoch 1880 | loss: 0.0311752 | val_loss: 0.0311751 | Time: 989.07 ms [2022-04-12 06:12:08 main:581] : INFO : Epoch 1881 | loss: 0.0311779 | val_loss: 0.0311747 | Time: 988.934 ms [2022-04-12 06:12:09 main:581] : INFO : Epoch 1882 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 996.302 ms [2022-04-12 06:12:10 main:581] : INFO : Epoch 1883 | loss: 0.0311749 | val_loss: 0.0311745 | Time: 1003.23 ms [2022-04-12 06:12:11 main:581] : INFO : Epoch 1884 | loss: 0.0311722 | val_loss: 0.0311759 | Time: 1007.72 ms [2022-04-12 06:12:12 main:581] : INFO : Epoch 1885 | loss: 0.0311704 | val_loss: 0.0311686 | Time: 1041.7 ms [2022-04-12 06:12:13 main:581] : INFO : Epoch 1886 | loss: 0.0311674 | val_loss: 0.0311685 | Time: 1039.78 ms [2022-04-12 06:12:14 main:581] : INFO : Epoch 1887 | loss: 0.0311699 | val_loss: 0.0311691 | Time: 1036.53 ms [2022-04-12 06:12:15 main:581] : INFO : Epoch 1888 | loss: 0.03117 | val_loss: 0.0311749 | Time: 1036.74 ms [2022-04-12 06:12:16 main:581] : INFO : Epoch 1889 | loss: 0.0311725 | val_loss: 0.0311677 | Time: 1039.12 ms [2022-04-12 06:12:17 main:581] : INFO : Epoch 1890 | loss: 0.031172 | val_loss: 0.0311731 | Time: 1039.55 ms [2022-04-12 06:12:18 main:581] : INFO : Epoch 1891 | loss: 0.0311676 | val_loss: 0.0311677 | Time: 1035.24 ms [2022-04-12 06:12:19 main:581] : INFO : Epoch 1892 | loss: 0.0311668 | val_loss: 0.0311682 | Time: 1035.57 ms [2022-04-12 06:12:20 main:581] : INFO : Epoch 1893 | loss: 0.0311677 | val_loss: 0.0311677 | Time: 992.099 ms [2022-04-12 06:12:21 main:581] : INFO : Epoch 1894 | loss: 0.0311664 | val_loss: 0.0311676 | Time: 991.303 ms [2022-04-12 06:12:22 main:581] : INFO : Epoch 1895 | loss: 0.0311659 | val_loss: 0.031168 | Time: 989.295 ms [2022-04-12 06:12:23 main:581] : INFO : Epoch 1896 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 988.729 ms [2022-04-12 06:12:24 main:581] : INFO : Epoch 1897 | loss: 0.0311661 | val_loss: 0.0311715 | Time: 992.244 ms [2022-04-12 06:12:25 main:581] : INFO : Epoch 1898 | loss: 0.0311671 | val_loss: 0.0311698 | Time: 989.389 ms [2022-04-12 06:12:26 main:581] : INFO : Epoch 1899 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 988.829 ms [2022-04-12 06:12:27 main:581] : INFO : Epoch 1900 | loss: 0.0311716 | val_loss: 0.0311712 | Time: 988.058 ms [2022-04-12 06:12:28 main:581] : INFO : Epoch 1901 | loss: 0.0311687 | val_loss: 0.0311721 | Time: 989.337 ms [2022-04-12 06:12:29 main:581] : INFO : Epoch 1902 | loss: 0.031172 | val_loss: 0.0311765 | Time: 989.5 ms [2022-04-12 06:12:30 main:581] : INFO : Epoch 1903 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 990.663 ms [2022-04-12 06:12:31 main:581] : INFO : Epoch 1904 | loss: 0.0311712 | val_loss: 0.0311708 | Time: 989.81 ms [2022-04-12 06:12:32 main:581] : INFO : Epoch 1905 | loss: 0.0311737 | val_loss: 0.031172 | Time: 989.606 ms [2022-04-12 06:12:33 main:581] : INFO : Epoch 1906 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 988.625 ms [2022-04-12 06:12:34 main:581] : INFO : Epoch 1907 | loss: 0.0311711 | val_loss: 0.0311717 | Time: 995.224 ms [2022-04-12 06:12:35 main:581] : INFO : Epoch 1908 | loss: 0.0311746 | val_loss: 0.0311759 | Time: 988.596 ms [2022-04-12 06:12:36 main:581] : INFO : Epoch 1909 | loss: 0.0311743 | val_loss: 0.0311734 | Time: 1009.6 ms [2022-04-12 06:12:37 main:581] : INFO : Epoch 1910 | loss: 0.0311735 | val_loss: 0.031176 | Time: 998.355 ms [2022-04-12 06:12:38 main:581] : INFO : Epoch 1911 | loss: 0.0311765 | val_loss: 0.0311759 | Time: 1001.98 ms [2022-04-12 06:12:39 main:581] : INFO : Epoch 1912 | loss: 0.0311792 | val_loss: 0.0311748 | Time: 989.572 ms [2022-04-12 06:12:40 main:581] : INFO : Epoch 1913 | loss: 0.0311758 | val_loss: 0.0311803 | Time: 989.962 ms [2022-04-12 06:12:41 main:581] : INFO : Epoch 1914 | loss: 0.0311723 | val_loss: 0.0311724 | Time: 988.558 ms [2022-04-12 06:12:42 main:581] : INFO : Epoch 1915 | loss: 0.0311696 | val_loss: 0.0311733 | Time: 993.439 ms [2022-04-12 06:12:43 main:581] : INFO : Epoch 1916 | loss: 0.0311702 | val_loss: 0.0311725 | Time: 988.41 ms [2022-04-12 06:12:44 main:581] : INFO : Epoch 1917 | loss: 0.0311694 | val_loss: 0.0311702 | Time: 992.002 ms [2022-04-12 06:12:45 main:581] : INFO : Epoch 1918 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 996.283 ms [2022-04-12 06:12:46 main:581] : INFO : Epoch 1919 | loss: 0.0311755 | val_loss: 0.0311751 | Time: 988.791 ms [2022-04-12 06:12:47 main:581] : INFO : Epoch 1920 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 988.149 ms [2022-04-12 06:12:48 main:581] : INFO : Epoch 1921 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 989.444 ms [2022-04-12 06:12:49 main:581] : INFO : Epoch 1922 | loss: 0.0311793 | val_loss: 0.0311794 | Time: 987.499 ms [2022-04-12 06:12:50 main:581] : INFO : Epoch 1923 | loss: 0.031177 | val_loss: 0.0311766 | Time: 989.737 ms [2022-04-12 06:12:51 main:581] : INFO : Epoch 1924 | loss: 0.031181 | val_loss: 0.0311853 | Time: 989.017 ms [2022-04-12 06:12:52 main:581] : INFO : Epoch 1925 | loss: 0.03118 | val_loss: 0.0311782 | Time: 991.606 ms [2022-04-12 06:12:53 main:581] : INFO : Epoch 1926 | loss: 0.0311802 | val_loss: 0.0311803 | Time: 989.536 ms [2022-04-12 06:12:54 main:581] : INFO : Epoch 1927 | loss: 0.031181 | val_loss: 0.0311778 | Time: 993.413 ms [2022-04-12 06:12:55 main:581] : INFO : Epoch 1928 | loss: 0.0311788 | val_loss: 0.0311767 | Time: 991.012 ms [2022-04-12 06:12:56 main:581] : INFO : Epoch 1929 | loss: 0.0311775 | val_loss: 0.031182 | Time: 988.152 ms [2022-04-12 06:12:57 main:581] : INFO : Epoch 1930 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 988.121 ms [2022-04-12 06:12:58 main:581] : INFO : Epoch 1931 | loss: 0.0311784 | val_loss: 0.0311742 | Time: 987.539 ms [2022-04-12 06:12:59 main:581] : INFO : Epoch 1932 | loss: 0.0311772 | val_loss: 0.0311795 | Time: 987.19 ms [2022-04-12 06:13:00 main:581] : INFO : Epoch 1933 | loss: 0.0311751 | val_loss: 0.031178 | Time: 990.361 ms [2022-04-12 06:13:01 main:581] : INFO : Epoch 1934 | loss: 0.0311733 | val_loss: 0.0311734 | Time: 989.263 ms [2022-04-12 06:13:02 main:581] : INFO : Epoch 1935 | loss: 0.031172 | val_loss: 0.0311729 | Time: 990.888 ms [2022-04-12 06:13:03 main:581] : INFO : Epoch 1936 | loss: 0.0311743 | val_loss: 0.0311741 | Time: 989.537 ms [2022-04-12 06:13:04 main:581] : INFO : Epoch 1937 | loss: 0.0311739 | val_loss: 0.0311864 | Time: 992.098 ms [2022-04-12 06:13:05 main:581] : INFO : Epoch 1938 | loss: 0.031182 | val_loss: 0.0311744 | Time: 987.519 ms [2022-04-12 06:13:06 main:581] : INFO : Epoch 1939 | loss: 0.0311798 | val_loss: 0.0311841 | Time: 990.126 ms [2022-04-12 06:13:07 main:581] : INFO : Epoch 1940 | loss: 0.0311766 | val_loss: 0.0311772 | Time: 995.344 ms [2022-04-12 06:13:08 main:581] : INFO : Epoch 1941 | loss: 0.031173 | val_loss: 0.0311753 | Time: 989.365 ms [2022-04-12 06:13:09 main:581] : INFO : Epoch 1942 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 989.498 ms [2022-04-12 06:13:10 main:581] : INFO : Epoch 1943 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 1005.15 ms [2022-04-12 06:13:11 main:581] : INFO : Epoch 1944 | loss: 0.0311744 | val_loss: 0.0311735 | Time: 1003.19 ms [2022-04-12 06:13:12 main:581] : INFO : Epoch 1945 | loss: 0.0311734 | val_loss: 0.0311914 | Time: 991.257 ms [2022-04-12 06:13:13 main:581] : INFO : Epoch 1946 | loss: 0.0311753 | val_loss: 0.031175 | Time: 990.787 ms [2022-04-12 06:13:14 main:581] : INFO : Epoch 1947 | loss: 0.0311731 | val_loss: 0.0311729 | Time: 991.752 ms [2022-04-12 06:13:15 main:581] : INFO : Epoch 1948 | loss: 0.0311727 | val_loss: 0.031174 | Time: 993.539 ms [2022-04-12 06:13:16 main:581] : INFO : Epoch 1949 | loss: 0.0311755 | val_loss: 0.0311761 | Time: 989.207 ms [2022-04-12 06:13:17 main:581] : INFO : Epoch 1950 | loss: 0.0311704 | val_loss: 0.031174 | Time: 987.775 ms [2022-04-12 06:13:18 main:581] : INFO : Epoch 1951 | loss: 0.0311691 | val_loss: 0.0311731 | Time: 990.446 ms [2022-04-12 06:13:19 main:581] : INFO : Epoch 1952 | loss: 0.0311715 | val_loss: 0.0311745 | Time: 988.19 ms [2022-04-12 06:13:20 main:581] : INFO : Epoch 1953 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 990.788 ms [2022-04-12 06:13:21 main:581] : INFO : Epoch 1954 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 988.986 ms [2022-04-12 06:13:22 main:581] : INFO : Epoch 1955 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 988.51 ms [2022-04-12 06:13:23 main:581] : INFO : Epoch 1956 | loss: 0.0311758 | val_loss: 0.0311831 | Time: 991.224 ms [2022-04-12 06:13:24 main:581] : INFO : Epoch 1957 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 991.436 ms [2022-04-12 06:13:25 main:581] : INFO : Epoch 1958 | loss: 0.0311826 | val_loss: 0.0311835 | Time: 990.345 ms [2022-04-12 06:13:26 main:581] : INFO : Epoch 1959 | loss: 0.0311812 | val_loss: 0.0311827 | Time: 990.607 ms [2022-04-12 06:13:27 main:581] : INFO : Epoch 1960 | loss: 0.0311814 | val_loss: 0.0311834 | Time: 989.76 ms [2022-04-12 06:13:28 main:581] : INFO : Epoch 1961 | loss: 0.0311826 | val_loss: 0.0311892 | Time: 989.231 ms [2022-04-12 06:13:28 main:581] : INFO : Epoch 1962 | loss: 0.0311826 | val_loss: 0.0311815 | Time: 989.391 ms [2022-04-12 06:13:29 main:581] : INFO : Epoch 1963 | loss: 0.0311784 | val_loss: 0.0311841 | Time: 988.935 ms [2022-04-12 06:13:30 main:581] : INFO : Epoch 1964 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 988.671 ms [2022-04-12 06:13:31 main:581] : INFO : Epoch 1965 | loss: 0.0311755 | val_loss: 0.0311731 | Time: 988.709 ms [2022-04-12 06:13:32 main:581] : INFO : Epoch 1966 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 987.025 ms [2022-04-12 06:13:33 main:581] : INFO : Epoch 1967 | loss: 0.0311768 | val_loss: 0.0311807 | Time: 991.886 ms [2022-04-12 06:13:34 main:581] : INFO : Epoch 1968 | loss: 0.031178 | val_loss: 0.0311787 | Time: 988.533 ms [2022-04-12 06:13:35 main:581] : INFO : Epoch 1969 | loss: 0.0311805 | val_loss: 0.0311886 | Time: 992.437 ms [2022-04-12 06:13:36 main:581] : INFO : Epoch 1970 | loss: 0.0311778 | val_loss: 0.0311826 | Time: 998.013 ms [2022-04-12 06:13:37 main:581] : INFO : Epoch 1971 | loss: 0.0311756 | val_loss: 0.0311772 | Time: 988.901 ms [2022-04-12 06:13:38 main:581] : INFO : Epoch 1972 | loss: 0.0311735 | val_loss: 0.031177 | Time: 988.943 ms [2022-04-12 06:13:39 main:581] : INFO : Epoch 1973 | loss: 0.0311829 | val_loss: 0.0311906 | Time: 994.12 ms [2022-04-12 06:13:40 main:581] : INFO : Epoch 1974 | loss: 0.031181 | val_loss: 0.0311812 | Time: 991.693 ms [2022-04-12 06:13:41 main:581] : INFO : Epoch 1975 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 988.873 ms [2022-04-12 06:13:42 main:581] : INFO : Epoch 1976 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 988.152 ms [2022-04-12 06:13:43 main:581] : INFO : Epoch 1977 | loss: 0.031175 | val_loss: 0.0311753 | Time: 993.34 ms [2022-04-12 06:13:44 main:581] : INFO : Epoch 1978 | loss: 0.0311729 | val_loss: 0.0311749 | Time: 988.785 ms [2022-04-12 06:13:45 main:581] : INFO : Epoch 1979 | loss: 0.031173 | val_loss: 0.0311764 | Time: 990.325 ms [2022-04-12 06:13:46 main:581] : INFO : Epoch 1980 | loss: 0.031173 | val_loss: 0.0311758 | Time: 997.035 ms [2022-04-12 06:13:47 main:581] : INFO : Epoch 1981 | loss: 0.0311734 | val_loss: 0.031176 | Time: 989.047 ms [2022-04-12 06:13:48 main:581] : INFO : Epoch 1982 | loss: 0.0311727 | val_loss: 0.0311766 | Time: 988.001 ms [2022-04-12 06:13:49 main:581] : INFO : Epoch 1983 | loss: 0.0311742 | val_loss: 0.0311747 | Time: 989.043 ms [2022-04-12 06:13:50 main:581] : INFO : Epoch 1984 | loss: 0.0311755 | val_loss: 0.0311823 | Time: 992.601 ms [2022-04-12 06:13:51 main:581] : INFO : Epoch 1985 | loss: 0.0311739 | val_loss: 0.0311829 | Time: 989.443 ms [2022-04-12 06:13:52 main:581] : INFO : Epoch 1986 | loss: 0.0311764 | val_loss: 0.0311795 | Time: 990.203 ms [2022-04-12 06:13:53 main:581] : INFO : Epoch 1987 | loss: 0.0311779 | val_loss: 0.031186 | Time: 989.73 ms [2022-04-12 06:13:54 main:581] : INFO : Epoch 1988 | loss: 0.0311802 | val_loss: 0.0311882 | Time: 991.015 ms [2022-04-12 06:13:55 main:581] : INFO : Epoch 1989 | loss: 0.031182 | val_loss: 0.0311802 | Time: 989.758 ms [2022-04-12 06:13:56 main:581] : INFO : Epoch 1990 | loss: 0.0311801 | val_loss: 0.0311845 | Time: 988.616 ms [2022-04-12 06:13:57 main:581] : INFO : Epoch 1991 | loss: 0.0311805 | val_loss: 0.0311823 | Time: 987.14 ms [2022-04-12 06:13:58 main:581] : INFO : Epoch 1992 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 990.996 ms [2022-04-12 06:13:59 main:581] : INFO : Epoch 1993 | loss: 0.0311756 | val_loss: 0.0311796 | Time: 988.161 ms [2022-04-12 06:14:00 main:581] : INFO : Epoch 1994 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 993.43 ms [2022-04-12 06:14:01 main:581] : INFO : Epoch 1995 | loss: 0.0311757 | val_loss: 0.031177 | Time: 988.839 ms [2022-04-12 06:14:02 main:581] : INFO : Epoch 1996 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 988.207 ms [2022-04-12 06:14:03 main:581] : INFO : Epoch 1997 | loss: 0.0311755 | val_loss: 0.0311758 | Time: 989.146 ms [2022-04-12 06:14:04 main:581] : INFO : Epoch 1998 | loss: 0.0311737 | val_loss: 0.0311793 | Time: 1003.11 ms [2022-04-12 06:14:05 main:581] : INFO : Epoch 1999 | loss: 0.0311743 | val_loss: 0.0311753 | Time: 1001.17 ms [2022-04-12 06:14:06 main:581] : INFO : Epoch 2000 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 988.773 ms [2022-04-12 06:14:07 main:581] : INFO : Epoch 2001 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 987.742 ms [2022-04-12 06:14:08 main:581] : INFO : Epoch 2002 | loss: 0.0311778 | val_loss: 0.0311854 | Time: 994.245 ms [2022-04-12 06:14:09 main:581] : INFO : Epoch 2003 | loss: 0.0311841 | val_loss: 0.0311806 | Time: 991.08 ms [2022-04-12 06:14:10 main:581] : INFO : Epoch 2004 | loss: 0.0311806 | val_loss: 0.0311802 | Time: 995.391 ms [2022-04-12 06:14:11 main:581] : INFO : Epoch 2005 | loss: 0.0311809 | val_loss: 0.0311838 | Time: 988.757 ms [2022-04-12 06:14:12 main:581] : INFO : Epoch 2006 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 1004.53 ms [2022-04-12 06:14:13 main:581] : INFO : Epoch 2007 | loss: 0.0311817 | val_loss: 0.031185 | Time: 1003.84 ms [2022-04-12 06:14:14 main:581] : INFO : Epoch 2008 | loss: 0.0311833 | val_loss: 0.0311853 | Time: 995.976 ms [2022-04-12 06:14:15 main:581] : INFO : Epoch 2009 | loss: 0.0311904 | val_loss: 0.0311814 | Time: 989.941 ms [2022-04-12 06:14:16 main:581] : INFO : Epoch 2010 | loss: 0.0311834 | val_loss: 0.0311808 | Time: 990.181 ms [2022-04-12 06:14:17 main:581] : INFO : Epoch 2011 | loss: 0.0311818 | val_loss: 0.0311876 | Time: 989.068 ms [2022-04-12 06:14:18 main:581] : INFO : Epoch 2012 | loss: 0.0311847 | val_loss: 0.0311797 | Time: 992.771 ms [2022-04-12 06:14:19 main:581] : INFO : Epoch 2013 | loss: 0.0311853 | val_loss: 0.0311803 | Time: 990.925 ms [2022-04-12 06:14:20 main:581] : INFO : Epoch 2014 | loss: 0.0311849 | val_loss: 0.0311771 | Time: 988.821 ms [2022-04-12 06:14:21 main:581] : INFO : Epoch 2015 | loss: 0.0311866 | val_loss: 0.0311849 | Time: 990.338 ms [2022-04-12 06:14:22 main:581] : INFO : Epoch 2016 | loss: 0.0311849 | val_loss: 0.0311843 | Time: 989.306 ms [2022-04-12 06:14:23 main:581] : INFO : Epoch 2017 | loss: 0.0311842 | val_loss: 0.0311823 | Time: 995.577 ms [2022-04-12 06:14:24 main:581] : INFO : Epoch 2018 | loss: 0.0311793 | val_loss: 0.0311769 | Time: 994.575 ms [2022-04-12 06:14:25 main:581] : INFO : Epoch 2019 | loss: 0.0311796 | val_loss: 0.0311773 | Time: 989.652 ms [2022-04-12 06:14:26 main:581] : INFO : Epoch 2020 | loss: 0.0311779 | val_loss: 0.0311754 | Time: 999.005 ms [2022-04-12 06:14:27 main:581] : INFO : Epoch 2021 | loss: 0.0311768 | val_loss: 0.0311762 | Time: 999.27 ms [2022-04-12 06:14:28 main:581] : INFO : Epoch 2022 | loss: 0.0311779 | val_loss: 0.0311773 | Time: 1010.43 ms [2022-04-12 06:14:29 main:581] : INFO : Epoch 2023 | loss: 0.0311788 | val_loss: 0.0311795 | Time: 1040.65 ms [2022-04-12 06:14:30 main:581] : INFO : Epoch 2024 | loss: 0.0311769 | val_loss: 0.0311741 | Time: 1046.02 ms [2022-04-12 06:14:31 main:581] : INFO : Epoch 2025 | loss: 0.0311762 | val_loss: 0.0311743 | Time: 1035.34 ms [2022-04-12 06:14:32 main:581] : INFO : Epoch 2026 | loss: 0.0311787 | val_loss: 0.0311764 | Time: 1038.95 ms [2022-04-12 06:14:33 main:581] : INFO : Epoch 2027 | loss: 0.0311783 | val_loss: 0.0311784 | Time: 1041.45 ms [2022-04-12 06:14:34 main:581] : INFO : Epoch 2028 | loss: 0.0311782 | val_loss: 0.0311769 | Time: 1048.46 ms [2022-04-12 06:14:35 main:581] : INFO : Epoch 2029 | loss: 0.0311758 | val_loss: 0.0311757 | Time: 1040.09 ms [2022-04-12 06:14:36 main:581] : INFO : Epoch 2030 | loss: 0.0311776 | val_loss: 0.0311774 | Time: 1036.77 ms [2022-04-12 06:14:37 main:581] : INFO : Epoch 2031 | loss: 0.031177 | val_loss: 0.0311826 | Time: 995.797 ms [2022-04-12 06:14:38 main:581] : INFO : Epoch 2032 | loss: 0.0311757 | val_loss: 0.0311737 | Time: 990.946 ms [2022-04-12 06:14:39 main:581] : INFO : Epoch 2033 | loss: 0.0311769 | val_loss: 0.0311733 | Time: 989.246 ms [2022-04-12 06:14:40 main:581] : INFO : Epoch 2034 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 988.947 ms [2022-04-12 06:14:41 main:581] : INFO : Epoch 2035 | loss: 0.0311778 | val_loss: 0.0311766 | Time: 988.05 ms [2022-04-12 06:14:42 main:581] : INFO : Epoch 2036 | loss: 0.0311775 | val_loss: 0.0311733 | Time: 990.908 ms [2022-04-12 06:14:43 main:581] : INFO : Epoch 2037 | loss: 0.0311775 | val_loss: 0.0311708 | Time: 990.907 ms [2022-04-12 06:14:44 main:581] : INFO : Epoch 2038 | loss: 0.031176 | val_loss: 0.0311693 | Time: 990.184 ms [2022-04-12 06:14:45 main:581] : INFO : Epoch 2039 | loss: 0.0311771 | val_loss: 0.0311679 | Time: 989.086 ms [2022-04-12 06:14:46 main:581] : INFO : Epoch 2040 | loss: 0.0311742 | val_loss: 0.0311681 | Time: 990.951 ms [2022-04-12 06:14:47 main:581] : INFO : Epoch 2041 | loss: 0.031174 | val_loss: 0.031173 | Time: 988.998 ms [2022-04-12 06:14:48 main:581] : INFO : Epoch 2042 | loss: 0.0311765 | val_loss: 0.0311722 | Time: 995.791 ms [2022-04-12 06:14:49 main:581] : INFO : Epoch 2043 | loss: 0.0311751 | val_loss: 0.0311716 | Time: 990.047 ms [2022-04-12 06:14:50 main:581] : INFO : Epoch 2044 | loss: 0.0311743 | val_loss: 0.0311736 | Time: 989.422 ms [2022-04-12 06:14:51 main:581] : INFO : Epoch 2045 | loss: 0.0311746 | val_loss: 0.031171 | Time: 989.54 ms [2022-04-12 06:14:52 main:581] : INFO : Epoch 2046 | loss: 0.0311751 | val_loss: 0.0311752 | Time: 989.629 ms [2022-04-12 06:14:53 main:581] : INFO : Epoch 2047 | loss: 0.03118 | val_loss: 0.0311812 | Time: 988.601 ms [2022-04-12 06:14:54 main:581] : INFO : Epoch 2048 | loss: 0.0311768 | val_loss: 0.0311729 | Time: 992.086 ms [2022-04-12 06:14:54 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311729 [2022-04-12 06:14:54 main:610] : INFO : Saving end state to config to file [2022-04-12 06:14:54 main:615] : INFO : Success, exiting.. 06:14:54 (501930): 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)