Task 11457831
| Name | ParityModified-1639956407-12688-3-0_0 |
| Workunit | 8689733 |
| Created | 9 Feb 2022, 20:37:23 UTC |
| Sent | 21 Feb 2022, 14:31:43 UTC |
| Report deadline | 1 Mar 2022, 14:31:43 UTC |
| Received | 1 Mar 2022, 13:21:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 1 days 1 hours 22 min 26 sec |
| CPU time | 13 hours 58 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | Time: 48978.4 ms [2022-03-01 01:58:19 main:574] : INFO : Epoch 1542 | loss: 0.0311666 | val_loss: 0.0311733 | Time: 44065.9 ms [2022-03-01 01:59:07 main:574] : INFO : Epoch 1543 | loss: 0.0311656 | val_loss: 0.0311733 | Time: 47452.7 ms [2022-03-01 01:59:51 main:574] : INFO : Epoch 1544 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 44209.5 ms [2022-03-01 02:00:35 main:574] : INFO : Epoch 1545 | loss: 0.0311674 | val_loss: 0.0311743 | Time: 43979.7 ms [2022-03-01 02:01:23 main:574] : INFO : Epoch 1546 | loss: 0.0311671 | val_loss: 0.0311736 | Time: 47818.6 ms [2022-03-01 02:02:07 main:574] : INFO : Epoch 1547 | loss: 0.0311664 | val_loss: 0.0311734 | Time: 44199.7 ms [2022-03-01 02:02:52 main:574] : INFO : Epoch 1548 | loss: 0.0311668 | val_loss: 0.0311761 | Time: 44241.1 ms [2022-03-01 02:03:40 main:574] : INFO : Epoch 1549 | loss: 0.0311676 | val_loss: 0.0311776 | Time: 47684.5 ms [2022-03-01 02:04:25 main:574] : INFO : Epoch 1550 | loss: 0.0311661 | val_loss: 0.0311748 | Time: 44492.5 ms [2022-03-01 02:05:09 main:574] : INFO : Epoch 1551 | loss: 0.031165 | val_loss: 0.0311736 | Time: 44347.3 ms [2022-03-01 02:05:53 main:574] : INFO : Epoch 1552 | loss: 0.0311648 | val_loss: 0.0311734 | Time: 44057.6 ms [2022-03-01 02:06:41 main:574] : INFO : Epoch 1553 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 47467 ms [2022-03-01 02:07:25 main:574] : INFO : Epoch 1554 | loss: 0.0311648 | val_loss: 0.031178 | Time: 44327.9 ms [2022-03-01 02:08:09 main:574] : INFO : Epoch 1555 | loss: 0.0311673 | val_loss: 0.0311738 | Time: 44040.6 ms [2022-03-01 02:08:54 main:574] : INFO : Epoch 1556 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 44109.3 ms [2022-03-01 02:09:38 main:574] : INFO : Epoch 1557 | loss: 0.0311692 | val_loss: 0.031175 | Time: 44084.3 ms [2022-03-01 02:10:22 main:574] : INFO : Epoch 1558 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 44113.4 ms [2022-03-01 02:11:06 main:574] : INFO : Epoch 1559 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 44042.5 ms [2022-03-01 02:11:53 main:574] : INFO : Epoch 1560 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 46567.8 ms [2022-03-01 02:12:37 main:574] : INFO : Epoch 1561 | loss: 0.0311698 | val_loss: 0.031174 | Time: 43941.8 ms [2022-03-01 02:13:21 main:574] : INFO : Epoch 1562 | loss: 0.0311698 | val_loss: 0.031174 | Time: 44151.6 ms [2022-03-01 02:14:08 main:574] : INFO : Epoch 1563 | loss: 0.0311692 | val_loss: 0.0311731 | Time: 46655.2 ms [2022-03-01 02:14:52 main:574] : INFO : Epoch 1564 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 44100 ms [2022-03-01 02:15:38 main:574] : INFO : Epoch 1565 | loss: 0.0311698 | val_loss: 0.0311744 | Time: 46435.8 ms [2022-03-01 02:16:23 main:574] : INFO : Epoch 1566 | loss: 0.0311695 | val_loss: 0.0311739 | Time: 43978.6 ms [2022-03-01 02:17:07 main:574] : INFO : Epoch 1567 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 43969.5 ms [2022-03-01 02:17:55 main:574] : INFO : Epoch 1568 | loss: 0.0311687 | val_loss: 0.0311734 | Time: 48018.8 ms [2022-03-01 02:18:39 main:574] : INFO : Epoch 1569 | loss: 0.0311692 | val_loss: 0.0311726 | Time: 44325.4 ms [2022-03-01 02:19:23 main:574] : INFO : Epoch 1570 | loss: 0.0311695 | val_loss: 0.031175 | Time: 44190.1 ms [2022-03-01 02:20:12 main:574] : INFO : Epoch 1571 | loss: 0.031169 | val_loss: 0.0311731 | Time: 48271.7 ms [2022-03-01 02:20:56 main:574] : INFO : Epoch 1572 | loss: 0.031168 | val_loss: 0.0311723 | Time: 44262.4 ms [2022-03-01 02:21:45 main:574] : INFO : Epoch 1573 | loss: 0.0311677 | val_loss: 0.0311728 | Time: 48608.3 ms [2022-03-01 02:22:29 main:574] : INFO : Epoch 1574 | loss: 0.0311687 | val_loss: 0.0311746 | Time: 44094.8 ms [2022-03-01 02:23:16 main:574] : INFO : Epoch 1575 | loss: 0.0311672 | val_loss: 0.0311732 | Time: 46994.8 ms [2022-03-01 02:24:00 main:574] : INFO : Epoch 1576 | loss: 0.0311673 | val_loss: 0.0311745 | Time: 44059.9 ms [2022-03-01 02:24:45 main:574] : INFO : Epoch 1577 | loss: 0.0311664 | val_loss: 0.0311747 | Time: 44074 ms [2022-03-01 02:25:33 main:574] : INFO : Epoch 1578 | loss: 0.0311683 | val_loss: 0.0311752 | Time: 48535.2 ms [2022-03-01 02:26:17 main:574] : INFO : Epoch 1579 | loss: 0.0311674 | val_loss: 0.0311736 | Time: 44023.8 ms [2022-03-01 02:27:02 main:574] : INFO : Epoch 1580 | loss: 0.0311654 | val_loss: 0.0311725 | Time: 44736.9 ms [2022-03-01 02:27:51 main:574] : INFO : Epoch 1581 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 48722.4 ms [2022-03-01 02:28:35 main:574] : INFO : Epoch 1582 | loss: 0.031166 | val_loss: 0.0311734 | Time: 44114.2 ms [2022-03-01 02:29:23 main:574] : INFO : Epoch 1583 | loss: 0.031166 | val_loss: 0.031173 | Time: 47532.2 ms [2022-03-01 02:30:07 main:574] : INFO : Epoch 1584 | loss: 0.0311665 | val_loss: 0.0311749 | Time: 44191.4 ms [2022-03-01 02:30:51 main:574] : INFO : Epoch 1585 | loss: 0.0311677 | val_loss: 0.0311762 | Time: 43918.4 ms [2022-03-01 02:31:39 main:574] : INFO : Epoch 1586 | loss: 0.0311665 | val_loss: 0.0311763 | Time: 47432.2 ms [2022-03-01 02:32:23 main:574] : INFO : Epoch 1587 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 44082 ms [2022-03-01 02:33:10 main:574] : INFO : Epoch 1588 | loss: 0.031167 | val_loss: 0.0311751 | Time: 46839.1 ms [2022-03-01 02:33:54 main:574] : INFO : Epoch 1589 | loss: 0.031166 | val_loss: 0.0311736 | Time: 44112.7 ms [2022-03-01 02:34:39 main:574] : INFO : Epoch 1590 | loss: 0.0311654 | val_loss: 0.0311737 | Time: 44263.7 ms [2022-03-01 02:35:27 main:574] : INFO : Epoch 1591 | loss: 0.0311665 | val_loss: 0.0311738 | Time: 48530.2 ms [2022-03-01 02:36:12 main:574] : INFO : Epoch 1592 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 44288.9 ms [2022-03-01 02:36:56 main:574] : INFO : Epoch 1593 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 43992.1 ms [2022-03-01 02:37:43 main:574] : INFO : Epoch 1594 | loss: 0.0311666 | val_loss: 0.0311754 | Time: 47387 ms [2022-03-01 02:38:28 main:574] : INFO : Epoch 1595 | loss: 0.0311659 | val_loss: 0.0311764 | Time: 44106.1 ms [2022-03-01 02:39:12 main:574] : INFO : Epoch 1596 | loss: 0.0311664 | val_loss: 0.031175 | Time: 44307.4 ms [2022-03-01 02:40:02 main:574] : INFO : Epoch 1597 | loss: 0.0311654 | val_loss: 0.0311745 | Time: 49471.7 ms [2022-03-01 02:40:46 main:574] : INFO : Epoch 1598 | loss: 0.0311657 | val_loss: 0.0311752 | Time: 44362.5 ms [2022-03-01 02:41:30 main:574] : INFO : Epoch 1599 | loss: 0.0311667 | val_loss: 0.0311761 | Time: 44157 ms [2022-03-01 02:42:25 main:574] : INFO : Epoch 1600 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 54649.2 ms [2022-03-01 02:43:09 main:574] : INFO : Epoch 1601 | loss: 0.0311655 | val_loss: 0.0311753 | Time: 44039.6 ms [2022-03-01 02:43:58 main:574] : INFO : Epoch 1602 | loss: 0.0311646 | val_loss: 0.0311757 | Time: 48213.4 ms [2022-03-01 02:44:42 main:574] : INFO : Epoch 1603 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 44141.3 ms [2022-03-01 02:45:26 main:574] : INFO : Epoch 1604 | loss: 0.0311654 | val_loss: 0.0311759 | Time: 44164 ms [2022-03-01 02:46:14 main:574] : INFO : Epoch 1605 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 47525.3 ms [2022-03-01 02:46:58 main:574] : INFO : Epoch 1606 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 44386.5 ms [2022-03-01 02:47:43 main:574] : INFO : Epoch 1607 | loss: 0.0311648 | val_loss: 0.031174 | Time: 44139.3 ms [2022-03-01 02:48:30 main:574] : INFO : Epoch 1608 | loss: 0.0311646 | val_loss: 0.0311749 | Time: 47509.6 ms [2022-03-01 02:49:15 main:574] : INFO : Epoch 1609 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 44166.8 ms [2022-03-01 02:49:59 main:574] : INFO : Epoch 1610 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 44314.5 ms [2022-03-01 02:50:43 main:574] : INFO : Epoch 1611 | loss: 0.0311655 | val_loss: 0.0311765 | Time: 44092.4 ms [2022-03-01 02:51:31 main:574] : INFO : Epoch 1612 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 48216.3 ms [2022-03-01 02:52:16 main:574] : INFO : Epoch 1613 | loss: 0.0311651 | val_loss: 0.0311747 | Time: 44218.4 ms [2022-03-01 02:53:00 main:574] : INFO : Epoch 1614 | loss: 0.0311666 | val_loss: 0.0311748 | Time: 44359.4 ms [2022-03-01 02:53:48 main:574] : INFO : Epoch 1615 | loss: 0.0311649 | val_loss: 0.0311798 | Time: 47351.7 ms [2022-03-01 02:54:32 main:574] : INFO : Epoch 1616 | loss: 0.031165 | val_loss: 0.0311751 | Time: 44175.7 ms [2022-03-01 02:55:25 main:574] : INFO : Epoch 1617 | loss: 0.031164 | val_loss: 0.0311741 | Time: 52571.6 ms [2022-03-01 02:56:09 main:574] : INFO : Epoch 1618 | loss: 0.0311649 | val_loss: 0.0311755 | Time: 43999.7 ms [2022-03-01 02:56:53 main:574] : INFO : Epoch 1619 | loss: 0.0311655 | val_loss: 0.0311757 | Time: 43965.5 ms [2022-03-01 02:57:40 main:574] : INFO : Epoch 1620 | loss: 0.0311641 | val_loss: 0.0311753 | Time: 47305.6 ms [2022-03-01 02:58:24 main:574] : INFO : Epoch 1621 | loss: 0.0311642 | val_loss: 0.0311743 | Time: 44046.6 ms [2022-03-01 02:59:13 main:574] : INFO : Epoch 1622 | loss: 0.031169 | val_loss: 0.0311759 | Time: 47975.8 ms [2022-03-01 02:59:57 main:574] : INFO : Epoch 1623 | loss: 0.0311656 | val_loss: 0.0311764 | Time: 44088 ms [2022-03-01 03:00:44 main:574] : INFO : Epoch 1624 | loss: 0.0311632 | val_loss: 0.0311744 | Time: 47687.4 ms [2022-03-01 03:01:29 main:574] : INFO : Epoch 1625 | loss: 0.0311635 | val_loss: 0.0311745 | Time: 44039.3 ms [2022-03-01 03:02:13 main:574] : INFO : Epoch 1626 | loss: 0.0311651 | val_loss: 0.0311791 | Time: 44186.7 ms [2022-03-01 03:03:01 main:574] : INFO : Epoch 1627 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 48025.7 ms [2022-03-01 03:03:45 main:574] : INFO : Epoch 1628 | loss: 0.0311638 | val_loss: 0.0311744 | Time: 44147.4 ms [2022-03-01 03:04:29 main:574] : INFO : Epoch 1629 | loss: 0.0311631 | val_loss: 0.0311746 | Time: 44079.5 ms [2022-03-01 03:05:14 main:574] : INFO : Epoch 1630 | loss: 0.0311638 | val_loss: 0.0311743 | Time: 44164.1 ms [2022-03-01 03:06:01 main:574] : INFO : Epoch 1631 | loss: 0.0311636 | val_loss: 0.0311736 | Time: 47690.4 ms [2022-03-01 03:06:46 main:574] : INFO : Epoch 1632 | loss: 0.0311645 | val_loss: 0.0311766 | Time: 44117.8 ms [2022-03-01 03:07:33 main:574] : INFO : Epoch 1633 | loss: 0.0311651 | val_loss: 0.0311736 | Time: 47218.2 ms [2022-03-01 03:08:17 main:574] : INFO : Epoch 1634 | loss: 0.031164 | val_loss: 0.0311743 | Time: 44320.9 ms [2022-03-01 03:09:06 main:574] : INFO : Epoch 1635 | loss: 0.0311634 | val_loss: 0.0311749 | Time: 48445.8 ms [2022-03-01 03:09:50 main:574] : INFO : Epoch 1636 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 44004.3 ms [2022-03-01 03:10:34 main:574] : INFO : Epoch 1637 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 44076.4 ms [2022-03-01 03:11:22 main:574] : INFO : Epoch 1638 | loss: 0.0311626 | val_loss: 0.0311731 | Time: 47652.7 ms [2022-03-01 03:12:06 main:574] : INFO : Epoch 1639 | loss: 0.0311636 | val_loss: 0.0311749 | Time: 44113.5 ms [2022-03-01 03:12:54 main:574] : INFO : Epoch 1640 | loss: 0.0311656 | val_loss: 0.0311748 | Time: 47747.8 ms [2022-03-01 03:13:38 main:574] : INFO : Epoch 1641 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 44089.8 ms [2022-03-01 03:14:23 main:574] : INFO : Epoch 1642 | loss: 0.0311657 | val_loss: 0.0311751 | Time: 44268.8 ms [2022-03-01 03:15:10 main:574] : INFO : Epoch 1643 | loss: 0.0311649 | val_loss: 0.0311758 | Time: 47582.4 ms [2022-03-01 03:15:55 main:574] : INFO : Epoch 1644 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 44231.7 ms [2022-03-01 03:16:39 main:574] : INFO : Epoch 1645 | loss: 0.0311636 | val_loss: 0.0311747 | Time: 44176.2 ms [2022-03-01 03:17:27 main:574] : INFO : Epoch 1646 | loss: 0.0311634 | val_loss: 0.0311741 | Time: 47857.7 ms [2022-03-01 03:18:11 main:574] : INFO : Epoch 1647 | loss: 0.0311626 | val_loss: 0.0311733 | Time: 44047.6 ms [2022-03-01 03:18:59 main:574] : INFO : Epoch 1648 | loss: 0.0311641 | val_loss: 0.0311754 | Time: 47452.8 ms [2022-03-01 03:19:43 main:574] : INFO : Epoch 1649 | loss: 0.031166 | val_loss: 0.0311757 | Time: 44047.6 ms [2022-03-01 03:20:31 main:574] : INFO : Epoch 1650 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 47709.2 ms [2022-03-01 03:21:15 main:574] : INFO : Epoch 1651 | loss: 0.0311641 | val_loss: 0.0311756 | Time: 44109.6 ms [2022-03-01 03:22:03 main:574] : INFO : Epoch 1652 | loss: 0.0311634 | val_loss: 0.031175 | Time: 48010.9 ms [2022-03-01 03:22:51 main:574] : INFO : Epoch 1653 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 48026.1 ms [2022-03-01 03:23:36 main:574] : INFO : Epoch 1654 | loss: 0.0311665 | val_loss: 0.031173 | Time: 44137.3 ms [2022-03-01 03:24:20 main:574] : INFO : Epoch 1655 | loss: 0.0311633 | val_loss: 0.0311721 | Time: 44051.4 ms [2022-03-01 03:25:08 main:574] : INFO : Epoch 1656 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 48036.6 ms [2022-03-01 03:25:52 main:574] : INFO : Epoch 1657 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 44100.8 ms [2022-03-01 03:26:37 main:574] : INFO : Epoch 1658 | loss: 0.0311617 | val_loss: 0.0311734 | Time: 44605.5 ms [2022-03-01 03:27:27 main:574] : INFO : Epoch 1659 | loss: 0.0311617 | val_loss: 0.0311726 | Time: 49527.6 ms [2022-03-01 03:28:11 main:574] : INFO : Epoch 1660 | loss: 0.0311618 | val_loss: 0.0311796 | Time: 44265.8 ms [2022-03-01 03:29:00 main:574] : INFO : Epoch 1661 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 48569.4 ms [2022-03-01 03:29:45 main:574] : INFO : Epoch 1662 | loss: 0.0311667 | val_loss: 0.031176 | Time: 44583.6 ms [2022-03-01 03:30:29 main:574] : INFO : Epoch 1663 | loss: 0.0311634 | val_loss: 0.0311736 | Time: 44055.8 ms [2022-03-01 03:31:16 main:574] : INFO : Epoch 1664 | loss: 0.0311638 | val_loss: 0.0311731 | Time: 46857 ms [2022-03-01 03:32:00 main:574] : INFO : Epoch 1665 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 43982.2 ms [2022-03-01 03:32:48 main:574] : INFO : Epoch 1666 | loss: 0.031163 | val_loss: 0.0311724 | Time: 47945.6 ms [2022-03-01 03:33:32 main:574] : INFO : Epoch 1667 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 44083 ms [2022-03-01 03:34:16 main:574] : INFO : Epoch 1668 | loss: 0.0311686 | val_loss: 0.0311734 | Time: 44105.7 ms [2022-03-01 03:35:01 main:574] : INFO : Epoch 1669 | loss: 0.0311677 | val_loss: 0.0311738 | Time: 44210.6 ms [2022-03-01 03:35:52 main:574] : INFO : Epoch 1670 | loss: 0.0311666 | val_loss: 0.0311735 | Time: 51586.9 ms [2022-03-01 03:36:37 main:574] : INFO : Epoch 1671 | loss: 0.0311664 | val_loss: 0.0311734 | Time: 44052 ms [2022-03-01 03:37:21 main:574] : INFO : Epoch 1672 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 44372.2 ms [2022-03-01 03:38:08 main:574] : INFO : Epoch 1673 | loss: 0.0311674 | val_loss: 0.0311726 | Time: 46647.3 ms [2022-03-01 03:38:52 main:574] : INFO : Epoch 1674 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 44125.9 ms [2022-03-01 03:39:36 main:574] : INFO : Epoch 1675 | loss: 0.0311675 | val_loss: 0.031173 | Time: 44120.1 ms [2022-03-01 03:40:25 main:574] : INFO : Epoch 1676 | loss: 0.0311679 | val_loss: 0.0311761 | Time: 48560 ms [2022-03-01 03:41:09 main:574] : INFO : Epoch 1677 | loss: 0.0311663 | val_loss: 0.0311709 | Time: 44165.4 ms [2022-03-01 03:41:57 main:574] : INFO : Epoch 1678 | loss: 0.0311666 | val_loss: 0.0311716 | Time: 47776.8 ms [2022-03-01 03:42:49 main:574] : INFO : Epoch 1679 | loss: 0.0311671 | val_loss: 0.0311717 | Time: 51269.3 ms [2022-03-01 03:43:33 main:574] : INFO : Epoch 1680 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 44149.2 ms [2022-03-01 03:44:21 main:574] : INFO : Epoch 1681 | loss: 0.0311671 | val_loss: 0.0311742 | Time: 47668.4 ms [2022-03-01 03:45:05 main:574] : INFO : Epoch 1682 | loss: 0.0311662 | val_loss: 0.0311722 | Time: 44281.4 ms [2022-03-01 03:45:53 main:574] : INFO : Epoch 1683 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 47664.3 ms [2022-03-01 03:46:38 main:574] : INFO : Epoch 1684 | loss: 0.0311664 | val_loss: 0.0311728 | Time: 44402 ms [2022-03-01 03:47:22 main:574] : INFO : Epoch 1685 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 44374.3 ms [2022-03-01 03:48:06 main:574] : INFO : Epoch 1686 | loss: 0.031166 | val_loss: 0.0311721 | Time: 44178.5 ms [2022-03-01 03:48:54 main:574] : INFO : Epoch 1687 | loss: 0.0311652 | val_loss: 0.0311738 | Time: 47645.4 ms [2022-03-01 03:49:38 main:574] : INFO : Epoch 1688 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 44193.7 ms [2022-03-01 03:50:26 main:574] : INFO : Epoch 1689 | loss: 0.0311673 | val_loss: 0.0311766 | Time: 47674.2 ms [2022-03-01 03:51:11 main:574] : INFO : Epoch 1690 | loss: 0.0311643 | val_loss: 0.0311724 | Time: 44137.3 ms [2022-03-01 03:51:56 main:574] : INFO : Epoch 1691 | loss: 0.0311648 | val_loss: 0.0311746 | Time: 44111.1 ms [2022-03-01 03:52:40 main:574] : INFO : Epoch 1692 | loss: 0.0311677 | val_loss: 0.0311736 | Time: 44157.4 ms [2022-03-01 03:53:24 main:574] : INFO : Epoch 1693 | loss: 0.0311701 | val_loss: 0.0311721 | Time: 44025.4 ms [2022-03-01 03:54:09 main:574] : INFO : Epoch 1694 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 44143.6 ms [2022-03-01 03:54:54 main:574] : INFO : Epoch 1695 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 45004.5 ms [2022-03-01 03:55:38 main:574] : INFO : Epoch 1696 | loss: 0.0311685 | val_loss: 0.0311733 | Time: 44115 ms [2022-03-01 03:56:22 main:574] : INFO : Epoch 1697 | loss: 0.031168 | val_loss: 0.0311776 | Time: 44072.1 ms [2022-03-01 03:57:07 main:574] : INFO : Epoch 1698 | loss: 0.0311668 | val_loss: 0.0311714 | Time: 43992.8 ms [2022-03-01 03:57:51 main:574] : INFO : Epoch 1699 | loss: 0.0311646 | val_loss: 0.0311699 | Time: 44138.3 ms [2022-03-01 03:58:35 main:574] : INFO : Epoch 1700 | loss: 0.0311647 | val_loss: 0.0311695 | Time: 44125.2 ms [2022-03-01 03:59:19 main:574] : INFO : Epoch 1701 | loss: 0.0311642 | val_loss: 0.0311688 | Time: 43994.2 ms [2022-03-01 04:00:04 main:574] : INFO : Epoch 1702 | loss: 0.0311632 | val_loss: 0.0311702 | Time: 44411.8 ms [2022-03-01 04:00:48 main:574] : INFO : Epoch 1703 | loss: 0.0311629 | val_loss: 0.0311692 | Time: 44053.6 ms [2022-03-01 04:01:36 main:574] : INFO : Epoch 1704 | loss: 0.0311626 | val_loss: 0.031169 | Time: 47660.9 ms [2022-03-01 04:02:21 main:574] : INFO : Epoch 1705 | loss: 0.031163 | val_loss: 0.0311693 | Time: 44045.4 ms [2022-03-01 04:03:05 main:574] : INFO : Epoch 1706 | loss: 0.0311649 | val_loss: 0.0311754 | Time: 44102.2 ms [2022-03-01 04:03:49 main:574] : INFO : Epoch 1707 | loss: 0.0311643 | val_loss: 0.0311718 | Time: 44293.1 ms [2022-03-01 04:04:34 main:574] : INFO : Epoch 1708 | loss: 0.031163 | val_loss: 0.0311692 | Time: 44184 ms [2022-03-01 04:05:18 main:574] : INFO : Epoch 1709 | loss: 0.0311625 | val_loss: 0.0311677 | Time: 43943.8 ms [2022-03-01 04:06:02 main:574] : INFO : Epoch 1710 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 44022 ms [2022-03-01 04:06:47 main:574] : INFO : Epoch 1711 | loss: 0.0311633 | val_loss: 0.0311709 | Time: 44293 ms [2022-03-01 04:07:31 main:574] : INFO : Epoch 1712 | loss: 0.0311647 | val_loss: 0.0311739 | Time: 44391.5 ms [2022-03-01 04:08:16 main:574] : INFO : Epoch 1713 | loss: 0.0311635 | val_loss: 0.031169 | Time: 44106.3 ms [2022-03-01 04:09:04 main:574] : INFO : Epoch 1714 | loss: 0.0311629 | val_loss: 0.0311703 | Time: 48171.9 ms [2022-03-01 04:09:48 main:574] : INFO : Epoch 1715 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 44069.1 ms [2022-03-01 04:10:32 main:574] : INFO : Epoch 1716 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 44018.2 ms [2022-03-01 04:11:17 main:574] : INFO : Epoch 1717 | loss: 0.0311626 | val_loss: 0.0311696 | Time: 44208.5 ms [2022-03-01 04:12:06 main:574] : INFO : Epoch 1718 | loss: 0.0311649 | val_loss: 0.0311691 | Time: 48673.1 ms [2022-03-01 04:12:52 main:574] : INFO : Epoch 1719 | loss: 0.0311622 | val_loss: 0.0311694 | Time: 45678.8 ms [2022-03-01 04:13:36 main:574] : INFO : Epoch 1720 | loss: 0.0311608 | val_loss: 0.0311704 | Time: 44184.1 ms [2022-03-01 04:14:22 main:574] : INFO : Epoch 1721 | loss: 0.0311614 | val_loss: 0.0311688 | Time: 44061.9 ms [2022-03-01 04:15:07 main:574] : INFO : Epoch 1722 | loss: 0.0311631 | val_loss: 0.03117 | Time: 44857.1 ms [2022-03-01 04:15:51 main:574] : INFO : Epoch 1723 | loss: 0.0311636 | val_loss: 0.031174 | Time: 43977.9 ms [2022-03-01 04:16:39 main:574] : INFO : Epoch 1724 | loss: 0.0311653 | val_loss: 0.0311759 | Time: 47964.1 ms [2022-03-01 04:17:23 main:574] : INFO : Epoch 1725 | loss: 0.0311637 | val_loss: 0.031169 | Time: 43923.3 ms [2022-03-01 04:18:08 main:574] : INFO : Epoch 1726 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 43991.9 ms [2022-03-01 04:18:52 main:574] : INFO : Epoch 1727 | loss: 0.0311626 | val_loss: 0.0311697 | Time: 43899.6 ms [2022-03-01 04:19:36 main:574] : INFO : Epoch 1728 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 44029.1 ms [2022-03-01 04:20:23 main:574] : INFO : Epoch 1729 | loss: 0.0311607 | val_loss: 0.0311692 | Time: 47017.1 ms [2022-03-01 04:21:08 main:574] : INFO : Epoch 1730 | loss: 0.031162 | val_loss: 0.0311694 | Time: 44109.7 ms [2022-03-01 04:21:52 main:574] : INFO : Epoch 1731 | loss: 0.031162 | val_loss: 0.0311688 | Time: 44150 ms [2022-03-01 04:22:37 main:574] : INFO : Epoch 1732 | loss: 0.0311603 | val_loss: 0.0311685 | Time: 44107.5 ms [2022-03-01 04:23:21 main:574] : INFO : Epoch 1733 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 43956.3 ms [2022-03-01 04:24:05 main:574] : INFO : Epoch 1734 | loss: 0.0311605 | val_loss: 0.0311684 | Time: 44033.3 ms [2022-03-01 04:24:49 main:574] : INFO : Epoch 1735 | loss: 0.0311617 | val_loss: 0.03117 | Time: 44003.2 ms [2022-03-01 04:25:34 main:574] : INFO : Epoch 1736 | loss: 0.0311608 | val_loss: 0.0311693 | Time: 44040 ms [2022-03-01 04:26:18 main:574] : INFO : Epoch 1737 | loss: 0.0311622 | val_loss: 0.031173 | Time: 43952.1 ms [2022-03-01 04:27:02 main:574] : INFO : Epoch 1738 | loss: 0.0311608 | val_loss: 0.0311689 | Time: 44102.8 ms [2022-03-01 04:27:46 main:574] : INFO : Epoch 1739 | loss: 0.0311627 | val_loss: 0.0311682 | Time: 44002.6 ms [2022-03-01 04:28:30 main:574] : INFO : Epoch 1740 | loss: 0.0311621 | val_loss: 0.0311714 | Time: 43978.7 ms [2022-03-01 04:29:14 main:574] : INFO : Epoch 1741 | loss: 0.0311607 | val_loss: 0.0311685 | Time: 43887.4 ms [2022-03-01 04:29:58 main:574] : INFO : Epoch 1742 | loss: 0.0311606 | val_loss: 0.0311687 | Time: 44029.2 ms [2022-03-01 04:30:43 main:574] : INFO : Epoch 1743 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 44084.1 ms [2022-03-01 04:31:27 main:574] : INFO : Epoch 1744 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 44121.5 ms [2022-03-01 04:32:11 main:574] : INFO : Epoch 1745 | loss: 0.0311596 | val_loss: 0.0311689 | Time: 43941.9 ms [2022-03-01 04:32:56 main:574] : INFO : Epoch 1746 | loss: 0.0311592 | val_loss: 0.0311685 | Time: 44588.1 ms [2022-03-01 04:33:40 main:574] : INFO : Epoch 1747 | loss: 0.0311587 | val_loss: 0.0311692 | Time: 43937.4 ms [2022-03-01 04:34:24 main:574] : INFO : Epoch 1748 | loss: 0.0311588 | val_loss: 0.031169 | Time: 44033.3 ms [2022-03-01 04:35:08 main:574] : INFO : Epoch 1749 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 43977.8 ms [2022-03-01 04:35:53 main:574] : INFO : Epoch 1750 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 44032.4 ms [2022-03-01 04:36:37 main:574] : INFO : Epoch 1751 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 44014.1 ms [2022-03-01 04:37:22 main:574] : INFO : Epoch 1752 | loss: 0.0311591 | val_loss: 0.03117 | Time: 43955.3 ms [2022-03-01 04:38:06 main:574] : INFO : Epoch 1753 | loss: 0.031161 | val_loss: 0.0311699 | Time: 43878.2 ms [2022-03-01 04:38:52 main:574] : INFO : Epoch 1754 | loss: 0.0311593 | val_loss: 0.0311674 | Time: 45525.8 ms [2022-03-01 04:39:36 main:574] : INFO : Epoch 1755 | loss: 0.0311605 | val_loss: 0.0311679 | Time: 44101.8 ms [2022-03-01 04:40:22 main:574] : INFO : Epoch 1756 | loss: 0.0311602 | val_loss: 0.0311682 | Time: 45023.4 ms [2022-03-01 04:41:10 main:574] : INFO : Epoch 1757 | loss: 0.0311591 | val_loss: 0.0311685 | Time: 48091.9 ms [2022-03-01 04:41:54 main:574] : INFO : Epoch 1758 | loss: 0.0311591 | val_loss: 0.0311681 | Time: 44142.2 ms [2022-03-01 04:42:45 main:574] : INFO : Epoch 1759 | loss: 0.0311592 | val_loss: 0.031168 | Time: 50461.1 ms [2022-03-01 04:43:30 main:574] : INFO : Epoch 1760 | loss: 0.0311591 | val_loss: 0.0311691 | Time: 45473.4 ms [2022-03-01 04:44:18 main:574] : INFO : Epoch 1761 | loss: 0.0311596 | val_loss: 0.0311685 | Time: 47808 ms [2022-03-01 04:45:06 main:574] : INFO : Epoch 1762 | loss: 0.0311589 | val_loss: 0.0311681 | Time: 47808.1 ms [2022-03-01 04:45:52 main:574] : INFO : Epoch 1763 | loss: 0.0311587 | val_loss: 0.0311671 | Time: 45160.6 ms [2022-03-01 04:46:39 main:574] : INFO : Epoch 1764 | loss: 0.0311599 | val_loss: 0.031168 | Time: 46593.6 ms [2022-03-01 04:47:23 main:574] : INFO : Epoch 1765 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 44154.1 ms [2022-03-01 04:48:13 main:574] : INFO : Epoch 1766 | loss: 0.0311584 | val_loss: 0.0311677 | Time: 50041.5 ms [2022-03-01 04:48:57 main:574] : INFO : Epoch 1767 | loss: 0.0311589 | val_loss: 0.0311679 | Time: 44117.3 ms [2022-03-01 04:49:41 main:574] : INFO : Epoch 1768 | loss: 0.0311586 | val_loss: 0.0311685 | Time: 44171.5 ms [2022-03-01 04:50:29 main:574] : INFO : Epoch 1769 | loss: 0.0311588 | val_loss: 0.0311673 | Time: 47468.5 ms [2022-03-01 04:51:13 main:574] : INFO : Epoch 1770 | loss: 0.0311581 | val_loss: 0.031167 | Time: 44274.1 ms [2022-03-01 04:52:01 main:574] : INFO : Epoch 1771 | loss: 0.0311584 | val_loss: 0.0311673 | Time: 47270 ms [2022-03-01 04:52:45 main:574] : INFO : Epoch 1772 | loss: 0.0311605 | val_loss: 0.031169 | Time: 44192 ms [2022-03-01 04:53:29 main:574] : INFO : Epoch 1773 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 44018.3 ms [2022-03-01 04:54:17 main:574] : INFO : Epoch 1774 | loss: 0.0311597 | val_loss: 0.03117 | Time: 47223.3 ms [2022-03-01 04:55:05 main:574] : INFO : Epoch 1775 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 48211.6 ms [2022-03-01 04:55:56 main:574] : INFO : Epoch 1776 | loss: 0.0311591 | val_loss: 0.0311677 | Time: 50708 ms [2022-03-01 04:56:40 main:574] : INFO : Epoch 1777 | loss: 0.0311596 | val_loss: 0.031171 | Time: 44010.1 ms [2022-03-01 04:57:24 main:574] : INFO : Epoch 1778 | loss: 0.0311596 | val_loss: 0.0311684 | Time: 44181 ms [2022-03-01 04:58:11 main:574] : INFO : Epoch 1779 | loss: 0.0311581 | val_loss: 0.0311696 | Time: 46479 ms [2022-03-01 04:58:55 main:574] : INFO : Epoch 1780 | loss: 0.0311579 | val_loss: 0.0311674 | Time: 44114.2 ms [2022-03-01 04:59:42 main:574] : INFO : Epoch 1781 | loss: 0.0311573 | val_loss: 0.0311676 | Time: 47190.9 ms [2022-03-01 05:00:26 main:574] : INFO : Epoch 1782 | loss: 0.0311577 | val_loss: 0.031169 | Time: 44087.9 ms [2022-03-01 05:01:11 main:574] : INFO : Epoch 1783 | loss: 0.031158 | val_loss: 0.0311686 | Time: 44258.4 ms [2022-03-01 05:01:59 main:574] : INFO : Epoch 1784 | loss: 0.0311577 | val_loss: 0.0311686 | Time: 48420.4 ms [2022-03-01 05:02:44 main:574] : INFO : Epoch 1785 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 44180.7 ms [2022-03-01 05:03:32 main:574] : INFO : Epoch 1786 | loss: 0.0311582 | val_loss: 0.0311676 | Time: 48041.1 ms [2022-03-01 05:04:17 main:574] : INFO : Epoch 1787 | loss: 0.031157 | val_loss: 0.0311685 | Time: 44191.5 ms [2022-03-01 05:05:01 main:574] : INFO : Epoch 1788 | loss: 0.0311565 | val_loss: 0.0311679 | Time: 44343.7 ms [2022-03-01 05:05:46 main:574] : INFO : Epoch 1789 | loss: 0.0311567 | val_loss: 0.0311662 | Time: 44227.6 ms [2022-03-01 05:06:31 main:574] : INFO : Epoch 1790 | loss: 0.0311568 | val_loss: 0.0311684 | Time: 45410.8 ms [2022-03-01 05:07:16 main:574] : INFO : Epoch 1791 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 44153.7 ms [2022-03-01 05:08:00 main:574] : INFO : Epoch 1792 | loss: 0.0311555 | val_loss: 0.0311678 | Time: 44241.2 ms [2022-03-01 05:08:45 main:574] : INFO : Epoch 1793 | loss: 0.0311605 | val_loss: 0.0311732 | Time: 44141.8 ms [2022-03-01 05:09:33 main:574] : INFO : Epoch 1794 | loss: 0.0311581 | val_loss: 0.0311663 | Time: 48496.2 ms [2022-03-01 05:10:17 main:574] : INFO : Epoch 1795 | loss: 0.0311565 | val_loss: 0.0311695 | Time: 44145.6 ms [2022-03-01 05:11:04 main:574] : INFO : Epoch 1796 | loss: 0.0311558 | val_loss: 0.0311668 | Time: 46117.4 ms [2022-03-01 05:11:48 main:574] : INFO : Epoch 1797 | loss: 0.0311557 | val_loss: 0.0311715 | Time: 44099.7 ms [2022-03-01 05:12:33 main:574] : INFO : Epoch 1798 | loss: 0.0311559 | val_loss: 0.0311663 | Time: 44123.5 ms [2022-03-01 05:13:19 main:574] : INFO : Epoch 1799 | loss: 0.031158 | val_loss: 0.0311672 | Time: 46701 ms [2022-03-01 05:14:04 main:574] : INFO : Epoch 1800 | loss: 0.0311567 | val_loss: 0.0311679 | Time: 44105.1 ms [2022-03-01 05:14:51 main:574] : INFO : Epoch 1801 | loss: 0.0311572 | val_loss: 0.0311659 | Time: 47464.4 ms [2022-03-01 05:15:36 main:574] : INFO : Epoch 1802 | loss: 0.0311654 | val_loss: 0.0311826 | Time: 44267 ms [2022-03-01 05:16:23 main:574] : INFO : Epoch 1803 | loss: 0.0311835 | val_loss: 0.0311948 | Time: 47497.5 ms [2022-03-01 05:17:07 main:574] : INFO : Epoch 1804 | loss: 0.0311924 | val_loss: 0.0312036 | Time: 44124.6 ms [2022-03-01 05:17:52 main:574] : INFO : Epoch 1805 | loss: 0.0311905 | val_loss: 0.031228 | Time: 44058.3 ms [2022-03-01 05:18:40 main:574] : INFO : Epoch 1806 | loss: 0.0311784 | val_loss: 0.031175 | Time: 47943.3 ms [2022-03-01 05:19:24 main:574] : INFO : Epoch 1807 | loss: 0.031176 | val_loss: 0.0311757 | Time: 44198.4 ms [2022-03-01 05:20:13 main:574] : INFO : Epoch 1808 | loss: 0.0311723 | val_loss: 0.0311731 | Time: 48513 ms [2022-03-01 05:20:57 main:574] : INFO : Epoch 1809 | loss: 0.0311716 | val_loss: 0.0311728 | Time: 44161.9 ms [2022-03-01 05:21:42 main:574] : INFO : Epoch 1810 | loss: 0.0311707 | val_loss: 0.0311722 | Time: 44164.3 ms [2022-03-01 05:22:29 main:574] : INFO : Epoch 1811 | loss: 0.0311686 | val_loss: 0.0311701 | Time: 46813.4 ms [2022-03-01 05:23:17 main:574] : INFO : Epoch 1812 | loss: 0.0311686 | val_loss: 0.0311689 | Time: 47705.1 ms [2022-03-01 05:24:01 main:574] : INFO : Epoch 1813 | loss: 0.0311671 | val_loss: 0.0311702 | Time: 43998.6 ms [2022-03-01 05:24:49 main:574] : INFO : Epoch 1814 | loss: 0.0311673 | val_loss: 0.0311815 | Time: 48067.7 ms [2022-03-01 05:25:33 main:574] : INFO : Epoch 1815 | loss: 0.0311686 | val_loss: 0.0311762 | Time: 44044.6 ms [2022-03-01 05:26:17 main:574] : INFO : Epoch 1816 | loss: 0.0311691 | val_loss: 0.0311701 | Time: 44163.4 ms [2022-03-01 05:27:03 main:574] : INFO : Epoch 1817 | loss: 0.0311672 | val_loss: 0.031171 | Time: 45572.4 ms [2022-03-01 05:27:48 main:574] : INFO : Epoch 1818 | loss: 0.0311665 | val_loss: 0.0311685 | Time: 44192.6 ms [2022-03-01 05:28:33 main:574] : INFO : Epoch 1819 | loss: 0.0311688 | val_loss: 0.0311676 | Time: 44094.8 ms [2022-03-01 05:29:18 main:574] : INFO : Epoch 1820 | loss: 0.031168 | val_loss: 0.0311671 | Time: 45566.4 ms [2022-03-01 05:30:03 main:574] : INFO : Epoch 1821 | loss: 0.031171 | val_loss: 0.0311691 | Time: 44009.4 ms [2022-03-01 05:30:47 main:574] : INFO : Epoch 1822 | loss: 0.0311676 | val_loss: 0.0311698 | Time: 44541.7 ms [2022-03-01 05:31:32 main:574] : INFO : Epoch 1823 | loss: 0.0311652 | val_loss: 0.0311671 | Time: 44037.1 ms [2022-03-01 05:32:16 main:574] : INFO : Epoch 1824 | loss: 0.0311646 | val_loss: 0.0311673 | Time: 44256.5 ms [2022-03-01 05:33:02 main:574] : INFO : Epoch 1825 | loss: 0.0311639 | val_loss: 0.0311675 | Time: 46057.1 ms [2022-03-01 05:33:47 main:574] : INFO : Epoch 1826 | loss: 0.0311647 | val_loss: 0.0311681 | Time: 44189.5 ms [2022-03-01 05:34:35 main:574] : INFO : Epoch 1827 | loss: 0.0311644 | val_loss: 0.0311679 | Time: 48505.4 ms [2022-03-01 05:35:20 main:574] : INFO : Epoch 1828 | loss: 0.0311636 | val_loss: 0.0311672 | Time: 44330.7 ms [2022-03-01 05:36:09 main:574] : INFO : Epoch 1829 | loss: 0.0311655 | val_loss: 0.0311674 | Time: 48145.7 ms [2022-03-01 05:36:54 main:574] : INFO : Epoch 1830 | loss: 0.0311633 | val_loss: 0.0311648 | Time: 44640.5 ms [2022-03-01 05:37:38 main:574] : INFO : Epoch 1831 | loss: 0.0311636 | val_loss: 0.0311639 | Time: 44603.9 ms [2022-03-01 05:38:23 main:574] : INFO : Epoch 1832 | loss: 0.0311633 | val_loss: 0.031166 | Time: 44230.5 ms [2022-03-01 05:39:07 main:574] : INFO : Epoch 1833 | loss: 0.0311626 | val_loss: 0.0311656 | Time: 44147.7 ms [2022-03-01 05:39:56 main:574] : INFO : Epoch 1834 | loss: 0.0311628 | val_loss: 0.0311655 | Time: 48272.2 ms [2022-03-01 05:40:40 main:574] : INFO : Epoch 1835 | loss: 0.0311623 | val_loss: 0.0311664 | Time: 44525.3 ms [2022-03-01 05:41:25 main:574] : INFO : Epoch 1836 | loss: 0.0311634 | val_loss: 0.0311665 | Time: 44167.2 ms [2022-03-01 05:42:09 main:574] : INFO : Epoch 1837 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 44120.7 ms [2022-03-01 05:43:01 main:574] : INFO : Epoch 1838 | loss: 0.0311687 | val_loss: 0.0311718 | Time: 51344.4 ms [2022-03-01 05:43:48 main:574] : INFO : Epoch 1839 | loss: 0.0311666 | val_loss: 0.0311746 | Time: 46988.7 ms [2022-03-01 05:44:33 main:574] : INFO : Epoch 1840 | loss: 0.0311662 | val_loss: 0.031166 | Time: 44369.1 ms [2022-03-01 05:45:17 main:574] : INFO : Epoch 1841 | loss: 0.0311637 | val_loss: 0.0311653 | Time: 44082.2 ms [2022-03-01 05:46:01 main:574] : INFO : Epoch 1842 | loss: 0.0311628 | val_loss: 0.0311666 | Time: 44137.2 ms [2022-03-01 05:46:46 main:574] : INFO : Epoch 1843 | loss: 0.0311631 | val_loss: 0.0311661 | Time: 44105.4 ms [2022-03-01 05:47:30 main:574] : INFO : Epoch 1844 | loss: 0.0311615 | val_loss: 0.0311635 | Time: 44280.6 ms [2022-03-01 05:48:14 main:574] : INFO : Epoch 1845 | loss: 0.0311613 | val_loss: 0.0311638 | Time: 44391.9 ms [2022-03-01 05:48:59 main:574] : INFO : Epoch 1846 | loss: 0.0311603 | val_loss: 0.0311646 | Time: 44132.1 ms [2022-03-01 05:49:43 main:574] : INFO : Epoch 1847 | loss: 0.0311612 | val_loss: 0.0311658 | Time: 44102.7 ms [2022-03-01 05:50:27 main:574] : INFO : Epoch 1848 | loss: 0.0311603 | val_loss: 0.0311647 | Time: 44138.7 ms [2022-03-01 05:51:11 main:574] : INFO : Epoch 1849 | loss: 0.03116 | val_loss: 0.0311691 | Time: 44058.2 ms [2022-03-01 05:52:00 main:574] : INFO : Epoch 1850 | loss: 0.0311683 | val_loss: 0.0311702 | Time: 48475.5 ms [2022-03-01 05:52:44 main:574] : INFO : Epoch 1851 | loss: 0.0311676 | val_loss: 0.0311674 | Time: 43981.1 ms [2022-03-01 05:53:29 main:574] : INFO : Epoch 1852 | loss: 0.0311662 | val_loss: 0.031166 | Time: 44265.5 ms [2022-03-01 05:54:17 main:574] : INFO : Epoch 1853 | loss: 0.0311637 | val_loss: 0.0311653 | Time: 48428 ms [2022-03-01 05:55:01 main:574] : INFO : Epoch 1854 | loss: 0.0311641 | val_loss: 0.0311646 | Time: 44247.8 ms [2022-03-01 05:55:54 main:574] : INFO : Epoch 1855 | loss: 0.0311627 | val_loss: 0.0311629 | Time: 52734.9 ms [2022-03-01 05:56:39 main:574] : INFO : Epoch 1856 | loss: 0.0311626 | val_loss: 0.031166 | Time: 44330.9 ms [2022-03-01 05:57:23 main:574] : INFO : Epoch 1857 | loss: 0.0311625 | val_loss: 0.0311645 | Time: 44077.1 ms [2022-03-01 05:58:10 main:574] : INFO : Epoch 1858 | loss: 0.0311623 | val_loss: 0.0311638 | Time: 46700.5 ms [2022-03-01 05:58:54 main:574] : INFO : Epoch 1859 | loss: 0.031163 | val_loss: 0.0311643 | Time: 43999.6 ms [2022-03-01 05:59:42 main:574] : INFO : Epoch 1860 | loss: 0.0311612 | val_loss: 0.0311644 | Time: 47936.9 ms [2022-03-01 06:00:27 main:574] : INFO : Epoch 1861 | loss: 0.0311599 | val_loss: 0.0311624 | Time: 44084.2 ms [2022-03-01 06:01:11 main:574] : INFO : Epoch 1862 | loss: 0.0311595 | val_loss: 0.0311627 | Time: 44167.7 ms [2022-03-01 06:01:59 main:574] : INFO : Epoch 1863 | loss: 0.0311608 | val_loss: 0.0311622 | Time: 48183.3 ms [2022-03-01 06:02:43 main:574] : INFO : Epoch 1864 | loss: 0.0311619 | val_loss: 0.0311626 | Time: 44247 ms [2022-03-01 06:03:28 main:574] : INFO : Epoch 1865 | loss: 0.0311597 | val_loss: 0.0311626 | Time: 44293.4 ms [2022-03-01 06:04:12 main:574] : INFO : Epoch 1866 | loss: 0.0311608 | val_loss: 0.0311631 | Time: 44225.2 ms [2022-03-01 06:05:01 main:574] : INFO : Epoch 1867 | loss: 0.0311584 | val_loss: 0.0311611 | Time: 48300.1 ms [2022-03-01 06:05:45 main:574] : INFO : Epoch 1868 | loss: 0.031158 | val_loss: 0.0311598 | Time: 44211.3 ms [2022-03-01 06:06:29 main:574] : INFO : Epoch 1869 | loss: 0.0311578 | val_loss: 0.0311621 | Time: 44171 ms [2022-03-01 06:07:17 main:574] : INFO : Epoch 1870 | loss: 0.0311593 | val_loss: 0.0311653 | Time: 48179.1 ms [2022-03-01 06:08:02 main:574] : INFO : Epoch 1871 | loss: 0.0311588 | val_loss: 0.0311616 | Time: 44121.2 ms [2022-03-01 06:08:46 main:574] : INFO : Epoch 1872 | loss: 0.031159 | val_loss: 0.0311634 | Time: 44097.5 ms [2022-03-01 06:09:30 main:574] : INFO : Epoch 1873 | loss: 0.0311579 | val_loss: 0.0311618 | Time: 44066.7 ms [2022-03-01 06:10:15 main:574] : INFO : Epoch 1874 | loss: 0.0311571 | val_loss: 0.0311599 | Time: 44346.2 ms [2022-03-01 06:10:59 main:574] : INFO : Epoch 1875 | loss: 0.0311621 | val_loss: 0.0311618 | Time: 44147.8 ms [2022-03-01 06:11:44 main:574] : INFO : Epoch 1876 | loss: 0.0311616 | val_loss: 0.0311609 | Time: 44394.9 ms [2022-03-01 06:12:28 main:574] : INFO : Epoch 1877 | loss: 0.0311624 | val_loss: 0.0311623 | Time: 44176.7 ms [2022-03-01 06:13:12 main:574] : INFO : Epoch 1878 | loss: 0.0311639 | val_loss: 0.0311675 | Time: 44121.1 ms [2022-03-01 06:13:56 main:574] : INFO : Epoch 1879 | loss: 0.0311761 | val_loss: 0.0311736 | Time: 44039.6 ms [2022-03-01 06:14:41 main:574] : INFO : Epoch 1880 | loss: 0.0311738 | val_loss: 0.0311733 | Time: 44254.8 ms [2022-03-01 06:15:25 main:574] : INFO : Epoch 1881 | loss: 0.0311714 | val_loss: 0.0311719 | Time: 44012.7 ms [2022-03-01 06:16:09 main:574] : INFO : Epoch 1882 | loss: 0.0311715 | val_loss: 0.0311724 | Time: 44139 ms [2022-03-01 06:16:54 main:574] : INFO : Epoch 1883 | loss: 0.0311709 | val_loss: 0.0311701 | Time: 44190.6 ms [2022-03-01 06:17:38 main:574] : INFO : Epoch 1884 | loss: 0.0311701 | val_loss: 0.0311681 | Time: 44311.7 ms [2022-03-01 06:18:22 main:574] : INFO : Epoch 1885 | loss: 0.0311686 | val_loss: 0.0311663 | Time: 44105.1 ms [2022-03-01 06:19:07 main:574] : INFO : Epoch 1886 | loss: 0.0311676 | val_loss: 0.0311661 | Time: 44321.5 ms [2022-03-01 06:19:51 main:574] : INFO : Epoch 1887 | loss: 0.0311671 | val_loss: 0.031167 | Time: 44064.5 ms [2022-03-01 06:20:35 main:574] : INFO : Epoch 1888 | loss: 0.0311668 | val_loss: 0.031165 | Time: 44024.8 ms [2022-03-01 06:21:20 main:574] : INFO : Epoch 1889 | loss: 0.0311661 | val_loss: 0.0311664 | Time: 44188.9 ms [2022-03-01 06:22:04 main:574] : INFO : Epoch 1890 | loss: 0.0311669 | val_loss: 0.0311641 | Time: 44201.6 ms [2022-03-01 06:22:51 main:574] : INFO : Epoch 1891 | loss: 0.0311659 | val_loss: 0.0311638 | Time: 47491.4 ms [2022-03-01 06:23:36 main:574] : INFO : Epoch 1892 | loss: 0.0311645 | val_loss: 0.031164 | Time: 44074.7 ms [2022-03-01 06:24:24 main:574] : INFO : Epoch 1893 | loss: 0.0311644 | val_loss: 0.0311626 | Time: 48429.9 ms [2022-03-01 06:25:09 main:574] : INFO : Epoch 1894 | loss: 0.0311631 | val_loss: 0.0311631 | Time: 44078.7 ms [2022-03-01 06:25:53 main:574] : INFO : Epoch 1895 | loss: 0.0311642 | val_loss: 0.0311622 | Time: 44110.7 ms [2022-03-01 06:26:37 main:574] : INFO : Epoch 1896 | loss: 0.0311628 | val_loss: 0.0311624 | Time: 44350.9 ms [2022-03-01 06:27:21 main:574] : INFO : Epoch 1897 | loss: 0.0311631 | val_loss: 0.031162 | Time: 44056.7 ms [2022-03-01 06:28:06 main:574] : INFO : Epoch 1898 | loss: 0.0311621 | val_loss: 0.0311623 | Time: 44267.4 ms [2022-03-01 06:28:50 main:574] : INFO : Epoch 1899 | loss: 0.0311618 | val_loss: 0.0311618 | Time: 44219 ms [2022-03-01 06:29:35 main:574] : INFO : Epoch 1900 | loss: 0.031166 | val_loss: 0.0311616 | Time: 44134.2 ms [2022-03-01 06:30:19 main:574] : INFO : Epoch 1901 | loss: 0.0311625 | val_loss: 0.0311625 | Time: 43999.4 ms [2022-03-01 06:31:07 main:574] : INFO : Epoch 1902 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 48474.7 ms [2022-03-01 06:31:51 main:574] : INFO : Epoch 1903 | loss: 0.0311627 | val_loss: 0.0311612 | Time: 43864.4 ms [2022-03-01 06:32:35 main:574] : INFO : Epoch 1904 | loss: 0.0311622 | val_loss: 0.0311607 | Time: 44132.2 ms [2022-03-01 06:33:20 main:574] : INFO : Epoch 1905 | loss: 0.0311605 | val_loss: 0.0311599 | Time: 44101.3 ms [2022-03-01 06:34:04 main:574] : INFO : Epoch 1906 | loss: 0.031161 | val_loss: 0.0311609 | Time: 44084 ms [2022-03-01 06:34:49 main:574] : INFO : Epoch 1907 | loss: 0.031162 | val_loss: 0.0311597 | Time: 44253.3 ms [2022-03-01 06:35:33 main:574] : INFO : Epoch 1908 | loss: 0.0311612 | val_loss: 0.0311595 | Time: 44179.4 ms [2022-03-01 06:36:17 main:574] : INFO : Epoch 1909 | loss: 0.0311597 | val_loss: 0.0311591 | Time: 44065.9 ms [2022-03-01 06:37:01 main:574] : INFO : Epoch 1910 | loss: 0.0311596 | val_loss: 0.0311597 | Time: 44170 ms [2022-03-01 06:37:46 main:574] : INFO : Epoch 1911 | loss: 0.0311589 | val_loss: 0.0311596 | Time: 44136.2 ms [2022-03-01 06:38:30 main:574] : INFO : Epoch 1912 | loss: 0.0311592 | val_loss: 0.0311592 | Time: 44223.1 ms [2022-03-01 06:39:14 main:574] : INFO : Epoch 1913 | loss: 0.0311589 | val_loss: 0.0311589 | Time: 44059.7 ms [2022-03-01 06:40:04 main:574] : INFO : Epoch 1914 | loss: 0.0311586 | val_loss: 0.0311589 | Time: 49050 ms [2022-03-01 06:40:48 main:574] : INFO : Epoch 1915 | loss: 0.0311585 | val_loss: 0.0311584 | Time: 44018.9 ms [2022-03-01 06:41:32 main:574] : INFO : Epoch 1916 | loss: 0.0311577 | val_loss: 0.0311577 | Time: 44314.5 ms [2022-03-01 06:42:16 main:574] : INFO : Epoch 1917 | loss: 0.0311658 | val_loss: 0.0311666 | Time: 44256.7 ms [2022-03-01 06:43:09 main:574] : INFO : Epoch 1918 | loss: 0.0311615 | val_loss: 0.0311574 | Time: 52061.3 ms [2022-03-01 06:43:53 main:574] : INFO : Epoch 1919 | loss: 0.0311581 | val_loss: 0.0311582 | Time: 44171.9 ms [2022-03-01 06:44:37 main:574] : INFO : Epoch 1920 | loss: 0.031158 | val_loss: 0.0311576 | Time: 44165.9 ms [2022-03-01 06:45:21 main:574] : INFO : Epoch 1921 | loss: 0.0311584 | val_loss: 0.0311625 | Time: 43918.2 ms [2022-03-01 06:46:06 main:574] : INFO : Epoch 1922 | loss: 0.0311583 | val_loss: 0.0311573 | Time: 44078.2 ms [2022-03-01 06:46:50 main:574] : INFO : Epoch 1923 | loss: 0.0311574 | val_loss: 0.0311565 | Time: 44283.8 ms [2022-03-01 06:47:34 main:574] : INFO : Epoch 1924 | loss: 0.0311562 | val_loss: 0.031157 | Time: 44136.9 ms [2022-03-01 06:48:22 main:574] : INFO : Epoch 1925 | loss: 0.0311564 | val_loss: 0.0311564 | Time: 47853.3 ms [2022-03-01 06:49:06 main:574] : INFO : Epoch 1926 | loss: 0.031156 | val_loss: 0.0311563 | Time: 44155 ms [2022-03-01 06:49:50 main:574] : INFO : Epoch 1927 | loss: 0.0311558 | val_loss: 0.0311562 | Time: 44026.3 ms [2022-03-01 06:50:35 main:574] : INFO : Epoch 1928 | loss: 0.0311559 | val_loss: 0.0311568 | Time: 44092.5 ms [2022-03-01 06:51:19 main:574] : INFO : Epoch 1929 | loss: 0.0311563 | val_loss: 0.0311559 | Time: 43950.2 ms [2022-03-01 06:52:06 main:574] : INFO : Epoch 1930 | loss: 0.0311571 | val_loss: 0.0311567 | Time: 47001 ms [2022-03-01 06:52:50 main:574] : INFO : Epoch 1931 | loss: 0.0311591 | val_loss: 0.0311576 | Time: 44053.1 ms [2022-03-01 06:53:34 main:574] : INFO : Epoch 1932 | loss: 0.0311564 | val_loss: 0.0311654 | Time: 44236.2 ms [2022-03-01 06:54:23 main:574] : INFO : Epoch 1933 | loss: 0.0311579 | val_loss: 0.0311609 | Time: 48211.4 ms [2022-03-01 06:55:07 main:574] : INFO : Epoch 1934 | loss: 0.0311578 | val_loss: 0.0311605 | Time: 44154 ms [2022-03-01 06:55:55 main:574] : INFO : Epoch 1935 | loss: 0.0311572 | val_loss: 0.0311579 | Time: 47592.9 ms [2022-03-01 06:56:39 main:574] : INFO : Epoch 1936 | loss: 0.031156 | val_loss: 0.0311556 | Time: 44083 ms [2022-03-01 06:57:23 main:574] : INFO : Epoch 1937 | loss: 0.0311549 | val_loss: 0.0311601 | Time: 44057.8 ms [2022-03-01 06:58:07 main:574] : INFO : Epoch 1938 | loss: 0.0311555 | val_loss: 0.0311557 | Time: 44211.4 ms [2022-03-01 06:58:56 main:574] : INFO : Epoch 1939 | loss: 0.0311547 | val_loss: 0.0311567 | Time: 47987.9 ms [2022-03-01 06:59:40 main:574] : INFO : Epoch 1940 | loss: 0.0311538 | val_loss: 0.0311555 | Time: 44081.4 ms [2022-03-01 07:00:27 main:574] : INFO : Epoch 1941 | loss: 0.0311536 | val_loss: 0.0311555 | Time: 47282.3 ms [2022-03-01 07:01:12 main:574] : INFO : Epoch 1942 | loss: 0.0311543 | val_loss: 0.0311551 | Time: 44100.9 ms [2022-03-01 07:01:56 main:574] : INFO : Epoch 1943 | loss: 0.031154 | val_loss: 0.0311558 | Time: 43986.9 ms [2022-03-01 07:02:40 main:574] : INFO : Epoch 1944 | loss: 0.0311534 | val_loss: 0.0311585 | Time: 44222.5 ms [2022-03-01 07:03:27 main:574] : INFO : Epoch 1945 | loss: 0.0311557 | val_loss: 0.0311551 | Time: 47074.2 ms [2022-03-01 07:04:12 main:574] : INFO : Epoch 1946 | loss: 0.0311537 | val_loss: 0.0311569 | Time: 44171.6 ms [2022-03-01 07:04:56 main:574] : INFO : Epoch 1947 | loss: 0.0311539 | val_loss: 0.0311549 | Time: 44059.8 ms [2022-03-01 07:05:40 main:574] : INFO : Epoch 1948 | loss: 0.0311523 | val_loss: 0.0311542 | Time: 44068 ms [2022-03-01 07:06:24 main:574] : INFO : Epoch 1949 | loss: 0.0311533 | val_loss: 0.0311541 | Time: 44023.1 ms [2022-03-01 07:07:09 main:574] : INFO : Epoch 1950 | loss: 0.0311534 | val_loss: 0.0311571 | Time: 44214 ms [2022-03-01 07:07:58 main:574] : INFO : Epoch 1951 | loss: 0.0311534 | val_loss: 0.0311557 | Time: 48657.4 ms [2022-03-01 07:08:42 main:574] : INFO : Epoch 1952 | loss: 0.0311528 | val_loss: 0.0311546 | Time: 44238.1 ms [2022-03-01 07:09:26 main:574] : INFO : Epoch 1953 | loss: 0.031152 | val_loss: 0.031154 | Time: 44112.7 ms [2022-03-01 07:10:11 main:574] : INFO : Epoch 1954 | loss: 0.0311535 | val_loss: 0.0311544 | Time: 44138.3 ms [2022-03-01 07:10:55 main:574] : INFO : Epoch 1955 | loss: 0.0311543 | val_loss: 0.0311593 | Time: 44089.7 ms [2022-03-01 07:11:39 main:574] : INFO : Epoch 1956 | loss: 0.0311543 | val_loss: 0.0311548 | Time: 44212 ms [2022-03-01 07:12:23 main:574] : INFO : Epoch 1957 | loss: 0.0311528 | val_loss: 0.031155 | Time: 44080.3 ms [2022-03-01 07:13:08 main:574] : INFO : Epoch 1958 | loss: 0.0311532 | val_loss: 0.0311564 | Time: 44200.1 ms [2022-03-01 07:13:52 main:574] : INFO : Epoch 1959 | loss: 0.0311549 | val_loss: 0.031156 | Time: 44210.2 ms [2022-03-01 07:14:36 main:574] : INFO : Epoch 1960 | loss: 0.0311526 | val_loss: 0.0311547 | Time: 44146.2 ms [2022-03-01 07:15:20 main:574] : INFO : Epoch 1961 | loss: 0.0311533 | val_loss: 0.0311545 | Time: 44125.1 ms [2022-03-01 07:16:08 main:574] : INFO : Epoch 1962 | loss: 0.0311523 | val_loss: 0.0311542 | Time: 47636.4 ms [2022-03-01 07:16:52 main:574] : INFO : Epoch 1963 | loss: 0.0311526 | val_loss: 0.0311576 | Time: 44044.8 ms [2022-03-01 07:17:37 main:574] : INFO : Epoch 1964 | loss: 0.0311543 | val_loss: 0.0311561 | Time: 44285.1 ms [2022-03-01 07:18:21 main:574] : INFO : Epoch 1965 | loss: 0.0311528 | val_loss: 0.031154 | Time: 44320.9 ms [2022-03-01 07:19:06 main:574] : INFO : Epoch 1966 | loss: 0.0311529 | val_loss: 0.0311554 | Time: 44090 ms [2022-03-01 07:19:50 main:574] : INFO : Epoch 1967 | loss: 0.0311523 | val_loss: 0.0311533 | Time: 44082.6 ms [2022-03-01 07:20:34 main:574] : INFO : Epoch 1968 | loss: 0.0311524 | val_loss: 0.0311552 | Time: 44169.4 ms [2022-03-01 07:21:19 main:574] : INFO : Epoch 1969 | loss: 0.0311527 | val_loss: 0.0311557 | Time: 44209.9 ms [2022-03-01 07:22:03 main:574] : INFO : Epoch 1970 | loss: 0.031153 | val_loss: 0.0311558 | Time: 44233 ms [2022-03-01 07:22:50 main:574] : INFO : Epoch 1971 | loss: 0.0311522 | val_loss: 0.031154 | Time: 46614.4 ms [2022-03-01 07:23:34 main:574] : INFO : Epoch 1972 | loss: 0.031151 | val_loss: 0.0311546 | Time: 44218.8 ms [2022-03-01 07:24:20 main:574] : INFO : Epoch 1973 | loss: 0.0311543 | val_loss: 0.0311545 | Time: 45996.7 ms [2022-03-01 07:25:05 main:574] : INFO : Epoch 1974 | loss: 0.0311546 | val_loss: 0.0311565 | Time: 44395.7 ms [2022-03-01 07:25:49 main:574] : INFO : Epoch 1975 | loss: 0.031153 | val_loss: 0.0311551 | Time: 44221.8 ms [2022-03-01 07:26:34 main:574] : INFO : Epoch 1976 | loss: 0.0311512 | val_loss: 0.0311563 | Time: 44295.9 ms [2022-03-01 07:27:19 main:574] : INFO : Epoch 1977 | loss: 0.0311511 | val_loss: 0.031156 | Time: 45355.4 ms [2022-03-01 07:28:04 main:574] : INFO : Epoch 1978 | loss: 0.0311514 | val_loss: 0.0311561 | Time: 44157 ms [2022-03-01 07:28:48 main:574] : INFO : Epoch 1979 | loss: 0.0311505 | val_loss: 0.031156 | Time: 44067 ms [2022-03-01 07:29:32 main:574] : INFO : Epoch 1980 | loss: 0.0311522 | val_loss: 0.0311603 | Time: 44133.1 ms [2022-03-01 07:30:16 main:574] : INFO : Epoch 1981 | loss: 0.031151 | val_loss: 0.0311544 | Time: 44179.9 ms [2022-03-01 07:31:01 main:574] : INFO : Epoch 1982 | loss: 0.0311503 | val_loss: 0.0311541 | Time: 44058.7 ms [2022-03-01 07:31:45 main:574] : INFO : Epoch 1983 | loss: 0.0311503 | val_loss: 0.0311556 | Time: 44095.1 ms [2022-03-01 07:32:29 main:574] : INFO : Epoch 1984 | loss: 0.03115 | val_loss: 0.0311578 | Time: 44248.4 ms [2022-03-01 07:33:13 main:574] : INFO : Epoch 1985 | loss: 0.0311503 | val_loss: 0.0311556 | Time: 44172.7 ms [2022-03-01 07:33:58 main:574] : INFO : Epoch 1986 | loss: 0.0311503 | val_loss: 0.0311565 | Time: 44104.6 ms [2022-03-01 07:34:44 main:574] : INFO : Epoch 1987 | loss: 0.0311505 | val_loss: 0.0311569 | Time: 46294.3 ms [2022-03-01 07:35:34 main:574] : INFO : Epoch 1988 | loss: 0.0311515 | val_loss: 0.0311579 | Time: 47984.4 ms [2022-03-01 07:36:19 main:574] : INFO : Epoch 1989 | loss: 0.0311528 | val_loss: 0.0311582 | Time: 44529 ms [2022-03-01 07:37:04 main:574] : INFO : Epoch 1990 | loss: 0.0311514 | val_loss: 0.0311545 | Time: 44333.8 ms [2022-03-01 07:37:48 main:574] : INFO : Epoch 1991 | loss: 0.0311523 | val_loss: 0.0311538 | Time: 43993.1 ms [2022-03-01 07:38:32 main:574] : INFO : Epoch 1992 | loss: 0.031151 | val_loss: 0.0311532 | Time: 44247.4 ms [2022-03-01 07:39:17 main:574] : INFO : Epoch 1993 | loss: 0.0311508 | val_loss: 0.0311529 | Time: 44263.4 ms [2022-03-01 07:40:03 main:574] : INFO : Epoch 1994 | loss: 0.03115 | val_loss: 0.0311531 | Time: 45063.8 ms [2022-03-01 07:40:48 main:574] : INFO : Epoch 1995 | loss: 0.0311512 | val_loss: 0.0311582 | Time: 45606.4 ms [2022-03-01 07:41:33 main:574] : INFO : Epoch 1996 | loss: 0.0311536 | val_loss: 0.0311519 | Time: 44261.1 ms [2022-03-01 07:42:17 main:574] : INFO : Epoch 1997 | loss: 0.0311517 | val_loss: 0.0311524 | Time: 44099.3 ms [2022-03-01 07:43:01 main:574] : INFO : Epoch 1998 | loss: 0.0311509 | val_loss: 0.0311544 | Time: 44200.1 ms [2022-03-01 07:43:50 main:574] : INFO : Epoch 1999 | loss: 0.0311544 | val_loss: 0.0311543 | Time: 48483.8 ms [2022-03-01 07:44:34 main:574] : INFO : Epoch 2000 | loss: 0.0311521 | val_loss: 0.0311513 | Time: 44048 ms [2022-03-01 07:45:18 main:574] : INFO : Epoch 2001 | loss: 0.0311535 | val_loss: 0.0311542 | Time: 44025.6 ms [2022-03-01 07:46:03 main:574] : INFO : Epoch 2002 | loss: 0.0311513 | val_loss: 0.0311549 | Time: 44172.1 ms [2022-03-01 07:46:47 main:574] : INFO : Epoch 2003 | loss: 0.0311497 | val_loss: 0.0311514 | Time: 43981 ms [2022-03-01 07:47:32 main:574] : INFO : Epoch 2004 | loss: 0.0311497 | val_loss: 0.0311526 | Time: 44735.9 ms [2022-03-01 07:49:02 main:574] : INFO : Epoch 2005 | loss: 0.0311495 | val_loss: 0.0311529 | Time: 90444 ms [2022-03-01 07:49:49 main:574] : INFO : Epoch 2006 | loss: 0.0311489 | val_loss: 0.0311533 | Time: 46811.8 ms [2022-03-01 07:50:39 main:574] : INFO : Epoch 2007 | loss: 0.031149 | val_loss: 0.0311558 | Time: 48577.8 ms [2022-03-01 07:51:24 main:574] : INFO : Epoch 2008 | loss: 0.0311493 | val_loss: 0.0311527 | Time: 44947.8 ms [2022-03-01 07:52:08 main:574] : INFO : Epoch 2009 | loss: 0.0311497 | val_loss: 0.0311535 | Time: 44091 ms [2022-03-01 07:52:53 main:574] : INFO : Epoch 2010 | loss: 0.0311485 | val_loss: 0.031151 | Time: 44108.9 ms [2022-03-01 07:53:37 main:574] : INFO : Epoch 2011 | loss: 0.031148 | val_loss: 0.0311524 | Time: 44084.7 ms [2022-03-01 07:54:21 main:574] : INFO : Epoch 2012 | loss: 0.031148 | val_loss: 0.0311514 | Time: 44182.6 ms [2022-03-01 07:55:05 main:574] : INFO : Epoch 2013 | loss: 0.0311483 | val_loss: 0.0311568 | Time: 44144.8 ms [2022-03-01 07:55:50 main:574] : INFO : Epoch 2014 | loss: 0.0311501 | val_loss: 0.0311575 | Time: 44115.6 ms [2022-03-01 07:56:35 main:574] : INFO : Epoch 2015 | loss: 0.0311498 | val_loss: 0.0311508 | Time: 44889.5 ms [2022-03-01 07:57:19 main:574] : INFO : Epoch 2016 | loss: 0.031149 | val_loss: 0.031151 | Time: 44243.7 ms [2022-03-01 07:58:04 main:574] : INFO : Epoch 2017 | loss: 0.031148 | val_loss: 0.0311505 | Time: 44488.1 ms [2022-03-01 07:58:48 main:574] : INFO : Epoch 2018 | loss: 0.0311474 | val_loss: 0.0311508 | Time: 44102.7 ms [2022-03-01 07:59:33 main:574] : INFO : Epoch 2019 | loss: 0.0311473 | val_loss: 0.0311506 | Time: 44206.3 ms [2022-03-01 08:00:17 main:574] : INFO : Epoch 2020 | loss: 0.0311487 | val_loss: 0.0311503 | Time: 44006.4 ms [2022-03-01 08:01:02 main:574] : INFO : Epoch 2021 | loss: 0.0311475 | val_loss: 0.0311514 | Time: 44188.7 ms [2022-03-01 08:01:46 main:574] : INFO : Epoch 2022 | loss: 0.0311469 | val_loss: 0.0311511 | Time: 44261.4 ms [2022-03-01 08:02:30 main:574] : INFO : Epoch 2023 | loss: 0.0311472 | val_loss: 0.0311509 | Time: 44058.5 ms [2022-03-01 08:03:15 main:574] : INFO : Epoch 2024 | loss: 0.0311472 | val_loss: 0.0311553 | Time: 44085.4 ms [2022-03-01 08:03:59 main:574] : INFO : Epoch 2025 | loss: 0.0311483 | val_loss: 0.0311504 | Time: 44049 ms [2022-03-01 08:04:43 main:574] : INFO : Epoch 2026 | loss: 0.0311485 | val_loss: 0.0311505 | Time: 44159.5 ms [2022-03-01 08:05:28 main:574] : INFO : Epoch 2027 | loss: 0.0311477 | val_loss: 0.031151 | Time: 44612.7 ms [2022-03-01 08:06:12 main:574] : INFO : Epoch 2028 | loss: 0.0311468 | val_loss: 0.0311499 | Time: 44291.5 ms [2022-03-01 08:06:56 main:574] : INFO : Epoch 2029 | loss: 0.0311491 | val_loss: 0.0311506 | Time: 44035.5 ms [2022-03-01 08:07:41 main:574] : INFO : Epoch 2030 | loss: 0.0311517 | val_loss: 0.0311587 | Time: 44127.7 ms [2022-03-01 08:08:25 main:574] : INFO : Epoch 2031 | loss: 0.0311521 | val_loss: 0.0311533 | Time: 44142.8 ms [2022-03-01 08:09:09 main:574] : INFO : Epoch 2032 | loss: 0.0311492 | val_loss: 0.0311517 | Time: 44267.8 ms [2022-03-01 08:09:53 main:574] : INFO : Epoch 2033 | loss: 0.031149 | val_loss: 0.0311502 | Time: 44000.3 ms [2022-03-01 08:10:38 main:574] : INFO : Epoch 2034 | loss: 0.0311465 | val_loss: 0.0311506 | Time: 44138.3 ms [2022-03-01 08:11:22 main:574] : INFO : Epoch 2035 | loss: 0.0311481 | val_loss: 0.0311507 | Time: 44038.7 ms [2022-03-01 08:12:06 main:574] : INFO : Epoch 2036 | loss: 0.0311472 | val_loss: 0.0311512 | Time: 44066.8 ms [2022-03-01 08:12:50 main:574] : INFO : Epoch 2037 | loss: 0.0311465 | val_loss: 0.0311505 | Time: 44036.1 ms [2022-03-01 08:13:34 main:574] : INFO : Epoch 2038 | loss: 0.0311476 | val_loss: 0.031152 | Time: 44140.3 ms [2022-03-01 08:14:19 main:574] : INFO : Epoch 2039 | loss: 0.0311488 | val_loss: 0.0311517 | Time: 44138.2 ms [2022-03-01 08:15:03 main:574] : INFO : Epoch 2040 | loss: 0.0311466 | val_loss: 0.0311507 | Time: 44550 ms [2022-03-01 08:15:48 main:574] : INFO : Epoch 2041 | loss: 0.0311469 | val_loss: 0.031151 | Time: 44045.2 ms [2022-03-01 08:16:32 main:574] : INFO : Epoch 2042 | loss: 0.0311469 | val_loss: 0.0311522 | Time: 44074.6 ms [2022-03-01 08:17:16 main:574] : INFO : Epoch 2043 | loss: 0.0311465 | val_loss: 0.0311523 | Time: 44129 ms [2022-03-01 08:18:01 main:574] : INFO : Epoch 2044 | loss: 0.0311461 | val_loss: 0.0311509 | Time: 44368.5 ms [2022-03-01 08:18:45 main:574] : INFO : Epoch 2045 | loss: 0.0311454 | val_loss: 0.0311499 | Time: 44191 ms [2022-03-01 08:19:29 main:574] : INFO : Epoch 2046 | loss: 0.0311465 | val_loss: 0.031156 | Time: 44302.3 ms [2022-03-01 08:20:13 main:574] : INFO : Epoch 2047 | loss: 0.0311478 | val_loss: 0.0311506 | Time: 44082.7 ms [2022-03-01 08:20:58 main:574] : INFO : Epoch 2048 | loss: 0.0311454 | val_loss: 0.0311502 | Time: 44149.2 ms [2022-03-01 08:20:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311502 [2022-03-01 08:20:58 main:603] : INFO : Saving end state to config to file [2022-03-01 08:20:58 main:608] : INFO : Success, exiting.. 08:20:58 (4628): 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)