Task 12421855
| Name | ParityModified-1645997031-6387-1-0_0 |
| Workunit | 9591712 |
| Created | 2 Mar 2022, 21:36:32 UTC |
| Sent | 6 Mar 2022, 11:51:16 UTC |
| Report deadline | 14 Mar 2022, 11:51:16 UTC |
| Received | 6 Mar 2022, 15:43:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 9 min 26 sec |
| CPU time | 3 hours 8 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 03-06 06:16:02 main:574] : INFO : Epoch 1542 | loss: 0.0311619 | val_loss: 0.0311658 | Time: 5473.04 ms [2022-03-06 06:16:08 main:574] : INFO : Epoch 1543 | loss: 0.0311664 | val_loss: 0.0311732 | Time: 5470.71 ms [2022-03-06 06:16:13 main:574] : INFO : Epoch 1544 | loss: 0.0311704 | val_loss: 0.031173 | Time: 5485.51 ms [2022-03-06 06:16:18 main:574] : INFO : Epoch 1545 | loss: 0.0311669 | val_loss: 0.0311665 | Time: 5401.64 ms [2022-03-06 06:16:24 main:574] : INFO : Epoch 1546 | loss: 0.0311645 | val_loss: 0.0311696 | Time: 5499.32 ms [2022-03-06 06:16:29 main:574] : INFO : Epoch 1547 | loss: 0.0311653 | val_loss: 0.0311698 | Time: 5455.78 ms [2022-03-06 06:16:35 main:574] : INFO : Epoch 1548 | loss: 0.0311619 | val_loss: 0.0311693 | Time: 5488.3 ms [2022-03-06 06:16:41 main:574] : INFO : Epoch 1549 | loss: 0.0311639 | val_loss: 0.0311656 | Time: 5625.47 ms [2022-03-06 06:16:46 main:574] : INFO : Epoch 1550 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 5434.6 ms [2022-03-06 06:16:51 main:574] : INFO : Epoch 1551 | loss: 0.0311652 | val_loss: 0.0311704 | Time: 5471.83 ms [2022-03-06 06:16:57 main:574] : INFO : Epoch 1552 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 5440.25 ms [2022-03-06 06:17:02 main:574] : INFO : Epoch 1553 | loss: 0.0311608 | val_loss: 0.0311754 | Time: 5465.9 ms [2022-03-06 06:17:08 main:574] : INFO : Epoch 1554 | loss: 0.0311592 | val_loss: 0.0311648 | Time: 5452.54 ms [2022-03-06 06:17:13 main:574] : INFO : Epoch 1555 | loss: 0.031157 | val_loss: 0.0311623 | Time: 5469.29 ms [2022-03-06 06:17:19 main:574] : INFO : Epoch 1556 | loss: 0.0311619 | val_loss: 0.0311881 | Time: 5455.11 ms [2022-03-06 06:17:24 main:574] : INFO : Epoch 1557 | loss: 0.0311624 | val_loss: 0.0311641 | Time: 5501 ms [2022-03-06 06:17:30 main:574] : INFO : Epoch 1558 | loss: 0.031159 | val_loss: 0.0311638 | Time: 5502.39 ms [2022-03-06 06:17:35 main:574] : INFO : Epoch 1559 | loss: 0.0311579 | val_loss: 0.0311655 | Time: 5469.49 ms [2022-03-06 06:17:41 main:574] : INFO : Epoch 1560 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 5415.37 ms [2022-03-06 06:17:46 main:574] : INFO : Epoch 1561 | loss: 0.0311656 | val_loss: 0.0311807 | Time: 5419.44 ms [2022-03-06 06:17:52 main:574] : INFO : Epoch 1562 | loss: 0.0311599 | val_loss: 0.0311618 | Time: 5439.08 ms [2022-03-06 06:17:57 main:574] : INFO : Epoch 1563 | loss: 0.0311563 | val_loss: 0.0311649 | Time: 5536.26 ms [2022-03-06 06:18:03 main:574] : INFO : Epoch 1564 | loss: 0.031158 | val_loss: 0.0311619 | Time: 5501.88 ms [2022-03-06 06:18:08 main:574] : INFO : Epoch 1565 | loss: 0.0311564 | val_loss: 0.0311621 | Time: 5468.2 ms [2022-03-06 06:18:14 main:574] : INFO : Epoch 1566 | loss: 0.0311589 | val_loss: 0.0311658 | Time: 5450.14 ms [2022-03-06 06:18:19 main:574] : INFO : Epoch 1567 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 5477.29 ms [2022-03-06 06:18:25 main:574] : INFO : Epoch 1568 | loss: 0.0311564 | val_loss: 0.0311653 | Time: 5446.98 ms [2022-03-06 06:18:30 main:574] : INFO : Epoch 1569 | loss: 0.0311583 | val_loss: 0.0311641 | Time: 5401.19 ms [2022-03-06 06:18:35 main:574] : INFO : Epoch 1570 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 5507.75 ms [2022-03-06 06:18:41 main:574] : INFO : Epoch 1571 | loss: 0.0311566 | val_loss: 0.0311613 | Time: 5393.81 ms [2022-03-06 06:18:47 main:574] : INFO : Epoch 1572 | loss: 0.0311584 | val_loss: 0.0311613 | Time: 6186.6 ms [2022-03-06 06:18:53 main:574] : INFO : Epoch 1573 | loss: 0.0311625 | val_loss: 0.0311766 | Time: 6044.84 ms [2022-03-06 06:18:59 main:574] : INFO : Epoch 1574 | loss: 0.0311857 | val_loss: 0.0311815 | Time: 5547.82 ms [2022-03-06 06:19:04 main:574] : INFO : Epoch 1575 | loss: 0.0311847 | val_loss: 0.0311758 | Time: 5479.94 ms [2022-03-06 06:19:10 main:574] : INFO : Epoch 1576 | loss: 0.0311792 | val_loss: 0.0311765 | Time: 5464.2 ms [2022-03-06 06:19:15 main:574] : INFO : Epoch 1577 | loss: 0.0311751 | val_loss: 0.0311741 | Time: 5459.45 ms [2022-03-06 06:19:21 main:574] : INFO : Epoch 1578 | loss: 0.0311755 | val_loss: 0.0311742 | Time: 5980.64 ms [2022-03-06 06:19:27 main:574] : INFO : Epoch 1579 | loss: 0.0311753 | val_loss: 0.031181 | Time: 6223.24 ms [2022-03-06 06:19:33 main:574] : INFO : Epoch 1580 | loss: 0.0311772 | val_loss: 0.0311778 | Time: 5879.28 ms [2022-03-06 06:19:39 main:574] : INFO : Epoch 1581 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 5692.19 ms [2022-03-06 06:19:44 main:574] : INFO : Epoch 1582 | loss: 0.0311766 | val_loss: 0.0311719 | Time: 5483.03 ms [2022-03-06 06:19:50 main:574] : INFO : Epoch 1583 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 5536.76 ms [2022-03-06 06:19:55 main:574] : INFO : Epoch 1584 | loss: 0.0311747 | val_loss: 0.0311743 | Time: 5517.97 ms [2022-03-06 06:20:01 main:574] : INFO : Epoch 1585 | loss: 0.0311742 | val_loss: 0.0311753 | Time: 5439.93 ms [2022-03-06 06:20:06 main:574] : INFO : Epoch 1586 | loss: 0.0311723 | val_loss: 0.0311742 | Time: 5495.52 ms [2022-03-06 06:20:12 main:574] : INFO : Epoch 1587 | loss: 0.031172 | val_loss: 0.0311838 | Time: 5556.24 ms [2022-03-06 06:20:18 main:574] : INFO : Epoch 1588 | loss: 0.0311711 | val_loss: 0.0311729 | Time: 5570.55 ms [2022-03-06 06:20:23 main:574] : INFO : Epoch 1589 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 5455.79 ms [2022-03-06 06:20:29 main:574] : INFO : Epoch 1590 | loss: 0.0311704 | val_loss: 0.0311738 | Time: 5544.17 ms [2022-03-06 06:20:34 main:574] : INFO : Epoch 1591 | loss: 0.0311694 | val_loss: 0.0311726 | Time: 5534.43 ms [2022-03-06 06:20:40 main:574] : INFO : Epoch 1592 | loss: 0.0311723 | val_loss: 0.0311757 | Time: 5500.67 ms [2022-03-06 06:20:45 main:574] : INFO : Epoch 1593 | loss: 0.0311692 | val_loss: 0.0311699 | Time: 5539.44 ms [2022-03-06 06:20:51 main:574] : INFO : Epoch 1594 | loss: 0.031168 | val_loss: 0.0311752 | Time: 5542.19 ms [2022-03-06 06:20:56 main:574] : INFO : Epoch 1595 | loss: 0.0311681 | val_loss: 0.0311718 | Time: 5577.54 ms [2022-03-06 06:21:02 main:574] : INFO : Epoch 1596 | loss: 0.0311688 | val_loss: 0.031172 | Time: 5561.34 ms [2022-03-06 06:21:07 main:574] : INFO : Epoch 1597 | loss: 0.0311676 | val_loss: 0.031172 | Time: 5532.3 ms [2022-03-06 06:21:13 main:574] : INFO : Epoch 1598 | loss: 0.0311675 | val_loss: 0.0311751 | Time: 5561.69 ms [2022-03-06 06:21:18 main:574] : INFO : Epoch 1599 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 5489.43 ms [2022-03-06 06:21:24 main:574] : INFO : Epoch 1600 | loss: 0.0311681 | val_loss: 0.0311751 | Time: 5590.74 ms [2022-03-06 06:21:30 main:574] : INFO : Epoch 1601 | loss: 0.0311659 | val_loss: 0.0311694 | Time: 5593.29 ms [2022-03-06 06:21:35 main:574] : INFO : Epoch 1602 | loss: 0.0311675 | val_loss: 0.0311763 | Time: 5533.43 ms [2022-03-06 06:21:41 main:574] : INFO : Epoch 1603 | loss: 0.0311655 | val_loss: 0.0311716 | Time: 5510.55 ms [2022-03-06 06:21:46 main:574] : INFO : Epoch 1604 | loss: 0.0311716 | val_loss: 0.0311866 | Time: 5514.8 ms [2022-03-06 06:21:52 main:574] : INFO : Epoch 1605 | loss: 0.0311743 | val_loss: 0.0311835 | Time: 5493.34 ms [2022-03-06 06:21:58 main:574] : INFO : Epoch 1606 | loss: 0.0311695 | val_loss: 0.0311734 | Time: 6226.02 ms [2022-03-06 06:22:04 main:574] : INFO : Epoch 1607 | loss: 0.0311687 | val_loss: 0.0311713 | Time: 5506.22 ms [2022-03-06 06:22:09 main:574] : INFO : Epoch 1608 | loss: 0.0311638 | val_loss: 0.031173 | Time: 5524.84 ms [2022-03-06 06:22:15 main:574] : INFO : Epoch 1609 | loss: 0.0311638 | val_loss: 0.0311723 | Time: 5539.6 ms [2022-03-06 06:22:20 main:574] : INFO : Epoch 1610 | loss: 0.0311638 | val_loss: 0.0311741 | Time: 5548.72 ms [2022-03-06 06:22:26 main:574] : INFO : Epoch 1611 | loss: 0.0311638 | val_loss: 0.0311762 | Time: 5501.09 ms [2022-03-06 06:22:31 main:574] : INFO : Epoch 1612 | loss: 0.0311672 | val_loss: 0.0311751 | Time: 5445.32 ms [2022-03-06 06:22:37 main:574] : INFO : Epoch 1613 | loss: 0.031169 | val_loss: 0.0311732 | Time: 5467.63 ms [2022-03-06 06:22:42 main:574] : INFO : Epoch 1614 | loss: 0.0311644 | val_loss: 0.0311691 | Time: 5503.33 ms [2022-03-06 06:22:48 main:574] : INFO : Epoch 1615 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 5454.42 ms [2022-03-06 06:22:53 main:574] : INFO : Epoch 1616 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 5467.99 ms [2022-03-06 06:22:59 main:574] : INFO : Epoch 1617 | loss: 0.031164 | val_loss: 0.0311705 | Time: 5472.13 ms [2022-03-06 06:23:04 main:574] : INFO : Epoch 1618 | loss: 0.0311645 | val_loss: 0.0311788 | Time: 5445.11 ms [2022-03-06 06:23:09 main:574] : INFO : Epoch 1619 | loss: 0.0311643 | val_loss: 0.0311731 | Time: 5457.02 ms [2022-03-06 06:23:15 main:574] : INFO : Epoch 1620 | loss: 0.0311629 | val_loss: 0.0311723 | Time: 5492.72 ms [2022-03-06 06:23:20 main:574] : INFO : Epoch 1621 | loss: 0.0311657 | val_loss: 0.0311778 | Time: 5503.31 ms [2022-03-06 06:23:26 main:574] : INFO : Epoch 1622 | loss: 0.0311655 | val_loss: 0.0311785 | Time: 5444.67 ms [2022-03-06 06:23:31 main:574] : INFO : Epoch 1623 | loss: 0.0311631 | val_loss: 0.0311732 | Time: 5442.84 ms [2022-03-06 06:23:37 main:574] : INFO : Epoch 1624 | loss: 0.0311655 | val_loss: 0.0311712 | Time: 5467.85 ms [2022-03-06 06:23:42 main:574] : INFO : Epoch 1625 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 5478.42 ms [2022-03-06 06:23:48 main:574] : INFO : Epoch 1626 | loss: 0.03117 | val_loss: 0.0311798 | Time: 5434.74 ms [2022-03-06 06:23:53 main:574] : INFO : Epoch 1627 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 5479.37 ms [2022-03-06 06:23:59 main:574] : INFO : Epoch 1628 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 5447.86 ms [2022-03-06 06:24:04 main:574] : INFO : Epoch 1629 | loss: 0.0311657 | val_loss: 0.031198 | Time: 5464.36 ms [2022-03-06 06:24:10 main:574] : INFO : Epoch 1630 | loss: 0.0311736 | val_loss: 0.0311902 | Time: 5420.94 ms [2022-03-06 06:24:15 main:574] : INFO : Epoch 1631 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 5441.71 ms [2022-03-06 06:24:21 main:574] : INFO : Epoch 1632 | loss: 0.0311622 | val_loss: 0.0311755 | Time: 5466.93 ms [2022-03-06 06:24:26 main:574] : INFO : Epoch 1633 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 5487.48 ms [2022-03-06 06:24:32 main:574] : INFO : Epoch 1634 | loss: 0.0311631 | val_loss: 0.0311748 | Time: 5550.81 ms [2022-03-06 06:24:37 main:574] : INFO : Epoch 1635 | loss: 0.031161 | val_loss: 0.031174 | Time: 5529.32 ms [2022-03-06 06:24:43 main:574] : INFO : Epoch 1636 | loss: 0.0311616 | val_loss: 0.0311745 | Time: 5509.78 ms [2022-03-06 06:24:48 main:574] : INFO : Epoch 1637 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 5573.96 ms [2022-03-06 06:24:54 main:574] : INFO : Epoch 1638 | loss: 0.0311591 | val_loss: 0.0311737 | Time: 5472.26 ms [2022-03-06 06:24:59 main:574] : INFO : Epoch 1639 | loss: 0.031162 | val_loss: 0.0311866 | Time: 5445.74 ms [2022-03-06 06:25:05 main:574] : INFO : Epoch 1640 | loss: 0.0311637 | val_loss: 0.031175 | Time: 5533.89 ms [2022-03-06 06:25:10 main:574] : INFO : Epoch 1641 | loss: 0.031162 | val_loss: 0.0311717 | Time: 5492.94 ms [2022-03-06 06:25:16 main:574] : INFO : Epoch 1642 | loss: 0.0311602 | val_loss: 0.0311762 | Time: 5530.46 ms [2022-03-06 06:25:21 main:574] : INFO : Epoch 1643 | loss: 0.0311584 | val_loss: 0.0311794 | Time: 5634.76 ms [2022-03-06 06:25:27 main:574] : INFO : Epoch 1644 | loss: 0.0311604 | val_loss: 0.0311722 | Time: 5485.13 ms [2022-03-06 06:25:32 main:574] : INFO : Epoch 1645 | loss: 0.03116 | val_loss: 0.0311754 | Time: 5479.57 ms [2022-03-06 06:25:38 main:574] : INFO : Epoch 1646 | loss: 0.0311576 | val_loss: 0.0311738 | Time: 5492.21 ms [2022-03-06 06:25:43 main:574] : INFO : Epoch 1647 | loss: 0.0311602 | val_loss: 0.0311733 | Time: 5476.86 ms [2022-03-06 06:25:49 main:574] : INFO : Epoch 1648 | loss: 0.0311582 | val_loss: 0.0311725 | Time: 5488.5 ms [2022-03-06 06:25:54 main:574] : INFO : Epoch 1649 | loss: 0.0311579 | val_loss: 0.031181 | Time: 5467.75 ms [2022-03-06 06:26:00 main:574] : INFO : Epoch 1650 | loss: 0.031158 | val_loss: 0.0311757 | Time: 5522.29 ms [2022-03-06 06:26:05 main:574] : INFO : Epoch 1651 | loss: 0.0311591 | val_loss: 0.0311723 | Time: 5479.94 ms [2022-03-06 06:26:11 main:574] : INFO : Epoch 1652 | loss: 0.0311609 | val_loss: 0.0311729 | Time: 5419.23 ms [2022-03-06 06:26:16 main:574] : INFO : Epoch 1653 | loss: 0.0311617 | val_loss: 0.0311737 | Time: 5448.39 ms [2022-03-06 06:26:22 main:574] : INFO : Epoch 1654 | loss: 0.0311598 | val_loss: 0.0311791 | Time: 5469.89 ms [2022-03-06 06:26:27 main:574] : INFO : Epoch 1655 | loss: 0.0311617 | val_loss: 0.0311773 | Time: 5465.88 ms [2022-03-06 06:26:33 main:574] : INFO : Epoch 1656 | loss: 0.0311624 | val_loss: 0.0311749 | Time: 5461.09 ms [2022-03-06 06:26:38 main:574] : INFO : Epoch 1657 | loss: 0.031167 | val_loss: 0.0311721 | Time: 5440.26 ms [2022-03-06 06:26:44 main:574] : INFO : Epoch 1658 | loss: 0.0311642 | val_loss: 0.031173 | Time: 5442.95 ms [2022-03-06 06:26:49 main:574] : INFO : Epoch 1659 | loss: 0.0311649 | val_loss: 0.0311748 | Time: 5507.86 ms [2022-03-06 06:26:55 main:574] : INFO : Epoch 1660 | loss: 0.0311602 | val_loss: 0.0311812 | Time: 5994.07 ms [2022-03-06 06:27:01 main:574] : INFO : Epoch 1661 | loss: 0.0311624 | val_loss: 0.0311758 | Time: 6285.65 ms [2022-03-06 06:27:07 main:574] : INFO : Epoch 1662 | loss: 0.0311649 | val_loss: 0.031177 | Time: 5715.48 ms [2022-03-06 06:27:13 main:574] : INFO : Epoch 1663 | loss: 0.0311604 | val_loss: 0.0311834 | Time: 5520.76 ms [2022-03-06 06:27:18 main:574] : INFO : Epoch 1664 | loss: 0.0311611 | val_loss: 0.0311746 | Time: 5569.58 ms [2022-03-06 06:27:24 main:574] : INFO : Epoch 1665 | loss: 0.0311586 | val_loss: 0.0311769 | Time: 5498.02 ms [2022-03-06 06:27:29 main:574] : INFO : Epoch 1666 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 5446.15 ms [2022-03-06 06:27:35 main:574] : INFO : Epoch 1667 | loss: 0.0311568 | val_loss: 0.0311733 | Time: 5492.33 ms [2022-03-06 06:27:40 main:574] : INFO : Epoch 1668 | loss: 0.0311679 | val_loss: 0.0311812 | Time: 5487.23 ms [2022-03-06 06:27:46 main:574] : INFO : Epoch 1669 | loss: 0.031159 | val_loss: 0.0311745 | Time: 5563.51 ms [2022-03-06 06:27:52 main:574] : INFO : Epoch 1670 | loss: 0.0311544 | val_loss: 0.0311774 | Time: 5981.38 ms [2022-03-06 06:27:58 main:574] : INFO : Epoch 1671 | loss: 0.0311551 | val_loss: 0.0311754 | Time: 5992 ms [2022-03-06 06:28:03 main:574] : INFO : Epoch 1672 | loss: 0.0311564 | val_loss: 0.0311758 | Time: 5498.52 ms [2022-03-06 06:28:09 main:574] : INFO : Epoch 1673 | loss: 0.0311591 | val_loss: 0.0311843 | Time: 5474.1 ms [2022-03-06 06:28:14 main:574] : INFO : Epoch 1674 | loss: 0.0311575 | val_loss: 0.0311721 | Time: 5472.71 ms [2022-03-06 06:28:20 main:574] : INFO : Epoch 1675 | loss: 0.0311601 | val_loss: 0.0311759 | Time: 5484.32 ms [2022-03-06 06:28:25 main:574] : INFO : Epoch 1676 | loss: 0.0311582 | val_loss: 0.0311757 | Time: 5447.62 ms [2022-03-06 06:28:31 main:574] : INFO : Epoch 1677 | loss: 0.031162 | val_loss: 0.0311741 | Time: 5480.12 ms [2022-03-06 06:28:36 main:574] : INFO : Epoch 1678 | loss: 0.0311581 | val_loss: 0.0311737 | Time: 5450.78 ms [2022-03-06 06:28:41 main:574] : INFO : Epoch 1679 | loss: 0.0311569 | val_loss: 0.031174 | Time: 5436.7 ms [2022-03-06 06:28:47 main:574] : INFO : Epoch 1680 | loss: 0.0311554 | val_loss: 0.0311874 | Time: 5675.52 ms [2022-03-06 06:28:53 main:574] : INFO : Epoch 1681 | loss: 0.0311559 | val_loss: 0.0311758 | Time: 5717.41 ms [2022-03-06 06:28:58 main:574] : INFO : Epoch 1682 | loss: 0.0311602 | val_loss: 0.0311714 | Time: 5468.22 ms [2022-03-06 06:29:04 main:574] : INFO : Epoch 1683 | loss: 0.0311556 | val_loss: 0.0311767 | Time: 5459.77 ms [2022-03-06 06:29:09 main:574] : INFO : Epoch 1684 | loss: 0.0311593 | val_loss: 0.0311814 | Time: 5435.16 ms [2022-03-06 06:29:15 main:574] : INFO : Epoch 1685 | loss: 0.03116 | val_loss: 0.0311723 | Time: 5496.62 ms [2022-03-06 06:29:21 main:574] : INFO : Epoch 1686 | loss: 0.0311565 | val_loss: 0.0311748 | Time: 5805.12 ms [2022-03-06 06:29:26 main:574] : INFO : Epoch 1687 | loss: 0.0311569 | val_loss: 0.0311779 | Time: 5692.52 ms [2022-03-06 06:29:32 main:574] : INFO : Epoch 1688 | loss: 0.0311598 | val_loss: 0.0311716 | Time: 5638.57 ms [2022-03-06 06:29:38 main:574] : INFO : Epoch 1689 | loss: 0.031158 | val_loss: 0.0311728 | Time: 5897.13 ms [2022-03-06 06:29:43 main:574] : INFO : Epoch 1690 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 5631.8 ms [2022-03-06 06:29:49 main:574] : INFO : Epoch 1691 | loss: 0.0311575 | val_loss: 0.0311787 | Time: 5802.25 ms [2022-03-06 06:29:55 main:574] : INFO : Epoch 1692 | loss: 0.031159 | val_loss: 0.0311779 | Time: 5542.77 ms [2022-03-06 06:30:00 main:574] : INFO : Epoch 1693 | loss: 0.0311612 | val_loss: 0.0311795 | Time: 5585.03 ms [2022-03-06 06:30:06 main:574] : INFO : Epoch 1694 | loss: 0.0311597 | val_loss: 0.031174 | Time: 5525.47 ms [2022-03-06 06:30:11 main:574] : INFO : Epoch 1695 | loss: 0.0311554 | val_loss: 0.0311726 | Time: 5480.39 ms [2022-03-06 06:30:17 main:574] : INFO : Epoch 1696 | loss: 0.0311543 | val_loss: 0.031175 | Time: 5448.19 ms [2022-03-06 06:30:22 main:574] : INFO : Epoch 1697 | loss: 0.0311563 | val_loss: 0.0311746 | Time: 5562.4 ms [2022-03-06 06:30:28 main:574] : INFO : Epoch 1698 | loss: 0.0311557 | val_loss: 0.031174 | Time: 5476.75 ms [2022-03-06 06:30:33 main:574] : INFO : Epoch 1699 | loss: 0.0311594 | val_loss: 0.0311729 | Time: 5481.04 ms [2022-03-06 06:30:39 main:574] : INFO : Epoch 1700 | loss: 0.0311636 | val_loss: 0.0311719 | Time: 5461.14 ms [2022-03-06 06:30:44 main:574] : INFO : Epoch 1701 | loss: 0.0311597 | val_loss: 0.0311722 | Time: 5482.49 ms [2022-03-06 06:30:50 main:574] : INFO : Epoch 1702 | loss: 0.0311572 | val_loss: 0.0311733 | Time: 5875.98 ms [2022-03-06 06:30:56 main:574] : INFO : Epoch 1703 | loss: 0.0311583 | val_loss: 0.0311712 | Time: 5495.36 ms [2022-03-06 06:31:01 main:574] : INFO : Epoch 1704 | loss: 0.031158 | val_loss: 0.0311721 | Time: 5470.28 ms [2022-03-06 06:31:07 main:574] : INFO : Epoch 1705 | loss: 0.0311628 | val_loss: 0.0311907 | Time: 5448.03 ms [2022-03-06 06:31:12 main:574] : INFO : Epoch 1706 | loss: 0.031158 | val_loss: 0.031174 | Time: 5496.67 ms [2022-03-06 06:31:18 main:574] : INFO : Epoch 1707 | loss: 0.0311546 | val_loss: 0.0311742 | Time: 5534.98 ms [2022-03-06 06:31:23 main:574] : INFO : Epoch 1708 | loss: 0.031154 | val_loss: 0.0311776 | Time: 5489.89 ms [2022-03-06 06:31:29 main:574] : INFO : Epoch 1709 | loss: 0.0311543 | val_loss: 0.0311761 | Time: 5391.68 ms [2022-03-06 06:31:34 main:574] : INFO : Epoch 1710 | loss: 0.0311579 | val_loss: 0.0311733 | Time: 5400.34 ms [2022-03-06 06:31:40 main:574] : INFO : Epoch 1711 | loss: 0.0311624 | val_loss: 0.0311752 | Time: 5455.19 ms [2022-03-06 06:31:45 main:574] : INFO : Epoch 1712 | loss: 0.0311631 | val_loss: 0.0311805 | Time: 5498.58 ms [2022-03-06 06:31:51 main:574] : INFO : Epoch 1713 | loss: 0.0311651 | val_loss: 0.0311677 | Time: 5800.82 ms [2022-03-06 06:31:57 main:574] : INFO : Epoch 1714 | loss: 0.0311595 | val_loss: 0.03117 | Time: 5843.56 ms [2022-03-06 06:32:02 main:574] : INFO : Epoch 1715 | loss: 0.0311588 | val_loss: 0.0311707 | Time: 5466.2 ms [2022-03-06 06:32:08 main:574] : INFO : Epoch 1716 | loss: 0.0311552 | val_loss: 0.0311703 | Time: 5475.73 ms [2022-03-06 06:32:13 main:574] : INFO : Epoch 1717 | loss: 0.0311581 | val_loss: 0.0311758 | Time: 5505.23 ms [2022-03-06 06:32:19 main:574] : INFO : Epoch 1718 | loss: 0.0311545 | val_loss: 0.0311826 | Time: 5440.3 ms [2022-03-06 06:32:24 main:574] : INFO : Epoch 1719 | loss: 0.0311572 | val_loss: 0.0311864 | Time: 5404.3 ms [2022-03-06 06:32:29 main:574] : INFO : Epoch 1720 | loss: 0.0311554 | val_loss: 0.0311711 | Time: 5444.16 ms [2022-03-06 06:32:35 main:574] : INFO : Epoch 1721 | loss: 0.0311545 | val_loss: 0.0311707 | Time: 5446.32 ms [2022-03-06 06:32:40 main:574] : INFO : Epoch 1722 | loss: 0.0311531 | val_loss: 0.0311709 | Time: 5497.48 ms [2022-03-06 06:32:46 main:574] : INFO : Epoch 1723 | loss: 0.0311515 | val_loss: 0.0311715 | Time: 5466.19 ms [2022-03-06 06:32:51 main:574] : INFO : Epoch 1724 | loss: 0.0311521 | val_loss: 0.0311711 | Time: 5397.81 ms [2022-03-06 06:32:57 main:574] : INFO : Epoch 1725 | loss: 0.0311534 | val_loss: 0.0311705 | Time: 5466.44 ms [2022-03-06 06:33:02 main:574] : INFO : Epoch 1726 | loss: 0.0311534 | val_loss: 0.0311821 | Time: 5465.31 ms [2022-03-06 06:33:08 main:574] : INFO : Epoch 1727 | loss: 0.0311534 | val_loss: 0.0311733 | Time: 5443.77 ms [2022-03-06 06:33:13 main:574] : INFO : Epoch 1728 | loss: 0.0311524 | val_loss: 0.0311708 | Time: 5468 ms [2022-03-06 06:33:19 main:574] : INFO : Epoch 1729 | loss: 0.031153 | val_loss: 0.0311722 | Time: 5438.39 ms [2022-03-06 06:33:24 main:574] : INFO : Epoch 1730 | loss: 0.0311519 | val_loss: 0.0311695 | Time: 5487 ms [2022-03-06 06:33:30 main:574] : INFO : Epoch 1731 | loss: 0.0311597 | val_loss: 0.0311761 | Time: 5494.12 ms [2022-03-06 06:33:35 main:574] : INFO : Epoch 1732 | loss: 0.0311517 | val_loss: 0.0311702 | Time: 5467.12 ms [2022-03-06 06:33:41 main:574] : INFO : Epoch 1733 | loss: 0.0311543 | val_loss: 0.0311707 | Time: 5477.47 ms [2022-03-06 06:33:46 main:574] : INFO : Epoch 1734 | loss: 0.0311576 | val_loss: 0.0311842 | Time: 5416.49 ms [2022-03-06 06:33:52 main:574] : INFO : Epoch 1735 | loss: 0.0311559 | val_loss: 0.0311757 | Time: 5456.62 ms [2022-03-06 06:33:57 main:574] : INFO : Epoch 1736 | loss: 0.0311517 | val_loss: 0.0311698 | Time: 5419.07 ms [2022-03-06 06:34:02 main:574] : INFO : Epoch 1737 | loss: 0.0311514 | val_loss: 0.0311701 | Time: 5478.44 ms [2022-03-06 06:34:08 main:574] : INFO : Epoch 1738 | loss: 0.0311496 | val_loss: 0.0311722 | Time: 5475 ms [2022-03-06 06:34:13 main:574] : INFO : Epoch 1739 | loss: 0.0311512 | val_loss: 0.031182 | Time: 5509.13 ms [2022-03-06 06:34:19 main:574] : INFO : Epoch 1740 | loss: 0.0311521 | val_loss: 0.0311738 | Time: 5494.16 ms [2022-03-06 06:34:24 main:574] : INFO : Epoch 1741 | loss: 0.0311533 | val_loss: 0.0311738 | Time: 5475.12 ms [2022-03-06 06:34:30 main:574] : INFO : Epoch 1742 | loss: 0.0311534 | val_loss: 0.0311711 | Time: 5429.83 ms [2022-03-06 06:34:35 main:574] : INFO : Epoch 1743 | loss: 0.0311522 | val_loss: 0.0311711 | Time: 5422.47 ms [2022-03-06 06:34:41 main:574] : INFO : Epoch 1744 | loss: 0.0311538 | val_loss: 0.0311721 | Time: 5517.36 ms [2022-03-06 06:34:46 main:574] : INFO : Epoch 1745 | loss: 0.0311516 | val_loss: 0.0311734 | Time: 5408.12 ms [2022-03-06 06:34:52 main:574] : INFO : Epoch 1746 | loss: 0.0311511 | val_loss: 0.0311774 | Time: 5407.89 ms [2022-03-06 06:34:57 main:574] : INFO : Epoch 1747 | loss: 0.0311547 | val_loss: 0.031189 | Time: 5455.13 ms [2022-03-06 06:35:03 main:574] : INFO : Epoch 1748 | loss: 0.0311527 | val_loss: 0.0311731 | Time: 5541.39 ms [2022-03-06 06:35:08 main:574] : INFO : Epoch 1749 | loss: 0.0311509 | val_loss: 0.0311704 | Time: 5402.53 ms [2022-03-06 06:35:14 main:574] : INFO : Epoch 1750 | loss: 0.0311497 | val_loss: 0.0311718 | Time: 5474.47 ms [2022-03-06 06:35:19 main:574] : INFO : Epoch 1751 | loss: 0.0311514 | val_loss: 0.031179 | Time: 5439.25 ms [2022-03-06 06:35:24 main:574] : INFO : Epoch 1752 | loss: 0.0311547 | val_loss: 0.0311851 | Time: 5455.18 ms [2022-03-06 06:35:30 main:574] : INFO : Epoch 1753 | loss: 0.0311609 | val_loss: 0.0311769 | Time: 5464.2 ms [2022-03-06 06:35:35 main:574] : INFO : Epoch 1754 | loss: 0.0311507 | val_loss: 0.0311726 | Time: 5442.54 ms [2022-03-06 06:35:41 main:574] : INFO : Epoch 1755 | loss: 0.0311484 | val_loss: 0.0311713 | Time: 5410 ms [2022-03-06 06:35:46 main:574] : INFO : Epoch 1756 | loss: 0.0311501 | val_loss: 0.0311728 | Time: 5441.98 ms [2022-03-06 06:35:52 main:574] : INFO : Epoch 1757 | loss: 0.031152 | val_loss: 0.0311891 | Time: 5447.96 ms [2022-03-06 06:35:57 main:574] : INFO : Epoch 1758 | loss: 0.0311554 | val_loss: 0.0311853 | Time: 5467.82 ms [2022-03-06 06:36:03 main:574] : INFO : Epoch 1759 | loss: 0.031159 | val_loss: 0.0311762 | Time: 5501.88 ms [2022-03-06 06:36:08 main:574] : INFO : Epoch 1760 | loss: 0.0311566 | val_loss: 0.0311789 | Time: 5498.86 ms [2022-03-06 06:36:14 main:574] : INFO : Epoch 1761 | loss: 0.0311536 | val_loss: 0.0311753 | Time: 5460.1 ms [2022-03-06 06:36:19 main:574] : INFO : Epoch 1762 | loss: 0.0311537 | val_loss: 0.0311802 | Time: 5372.23 ms [2022-03-06 06:36:24 main:574] : INFO : Epoch 1763 | loss: 0.0311544 | val_loss: 0.0311751 | Time: 5391.97 ms [2022-03-06 06:36:30 main:574] : INFO : Epoch 1764 | loss: 0.03115 | val_loss: 0.0311777 | Time: 5440.64 ms [2022-03-06 06:36:35 main:574] : INFO : Epoch 1765 | loss: 0.0311538 | val_loss: 0.0311831 | Time: 5419.17 ms [2022-03-06 06:36:41 main:574] : INFO : Epoch 1766 | loss: 0.031153 | val_loss: 0.0311777 | Time: 5470.64 ms [2022-03-06 06:36:46 main:574] : INFO : Epoch 1767 | loss: 0.0311547 | val_loss: 0.0311755 | Time: 5399.79 ms [2022-03-06 06:36:52 main:574] : INFO : Epoch 1768 | loss: 0.0311584 | val_loss: 0.0311818 | Time: 5509.48 ms [2022-03-06 06:36:58 main:574] : INFO : Epoch 1769 | loss: 0.0311528 | val_loss: 0.0311722 | Time: 6237.27 ms [2022-03-06 06:37:04 main:574] : INFO : Epoch 1770 | loss: 0.0311543 | val_loss: 0.0311834 | Time: 5775.16 ms [2022-03-06 06:37:09 main:574] : INFO : Epoch 1771 | loss: 0.0311517 | val_loss: 0.0311727 | Time: 5445.5 ms [2022-03-06 06:37:15 main:574] : INFO : Epoch 1772 | loss: 0.0311504 | val_loss: 0.031185 | Time: 5448.89 ms [2022-03-06 06:37:20 main:574] : INFO : Epoch 1773 | loss: 0.0311562 | val_loss: 0.0311744 | Time: 5463.29 ms [2022-03-06 06:37:26 main:574] : INFO : Epoch 1774 | loss: 0.0311564 | val_loss: 0.0311693 | Time: 5486.64 ms [2022-03-06 06:37:31 main:574] : INFO : Epoch 1775 | loss: 0.0311568 | val_loss: 0.0311704 | Time: 5470.87 ms [2022-03-06 06:37:36 main:574] : INFO : Epoch 1776 | loss: 0.0311553 | val_loss: 0.031176 | Time: 5431.71 ms [2022-03-06 06:37:42 main:574] : INFO : Epoch 1777 | loss: 0.031157 | val_loss: 0.0311706 | Time: 5450.23 ms [2022-03-06 06:37:47 main:574] : INFO : Epoch 1778 | loss: 0.0311531 | val_loss: 0.0311712 | Time: 5486.19 ms [2022-03-06 06:37:53 main:574] : INFO : Epoch 1779 | loss: 0.0311508 | val_loss: 0.0311839 | Time: 5661.41 ms [2022-03-06 06:37:59 main:574] : INFO : Epoch 1780 | loss: 0.0311538 | val_loss: 0.0311712 | Time: 5729.28 ms [2022-03-06 06:38:04 main:574] : INFO : Epoch 1781 | loss: 0.0311577 | val_loss: 0.0311735 | Time: 5486.1 ms [2022-03-06 06:38:10 main:574] : INFO : Epoch 1782 | loss: 0.0311582 | val_loss: 0.0311745 | Time: 5414.82 ms [2022-03-06 06:38:15 main:574] : INFO : Epoch 1783 | loss: 0.0311566 | val_loss: 0.0311721 | Time: 5600.77 ms [2022-03-06 06:38:21 main:574] : INFO : Epoch 1784 | loss: 0.0311586 | val_loss: 0.0311739 | Time: 5527.55 ms [2022-03-06 06:38:26 main:574] : INFO : Epoch 1785 | loss: 0.031153 | val_loss: 0.031172 | Time: 5440.79 ms [2022-03-06 06:38:32 main:574] : INFO : Epoch 1786 | loss: 0.0311513 | val_loss: 0.0311778 | Time: 5441.03 ms [2022-03-06 06:38:37 main:574] : INFO : Epoch 1787 | loss: 0.0311534 | val_loss: 0.0311725 | Time: 5481.85 ms [2022-03-06 06:38:43 main:574] : INFO : Epoch 1788 | loss: 0.0311507 | val_loss: 0.0311726 | Time: 5486.52 ms [2022-03-06 06:38:48 main:574] : INFO : Epoch 1789 | loss: 0.0311556 | val_loss: 0.0311733 | Time: 5504.12 ms [2022-03-06 06:38:54 main:574] : INFO : Epoch 1790 | loss: 0.0311528 | val_loss: 0.0311727 | Time: 5906 ms [2022-03-06 06:39:00 main:574] : INFO : Epoch 1791 | loss: 0.0311515 | val_loss: 0.0311753 | Time: 6171.22 ms [2022-03-06 06:39:06 main:574] : INFO : Epoch 1792 | loss: 0.0311536 | val_loss: 0.0311807 | Time: 5487.68 ms [2022-03-06 06:39:11 main:574] : INFO : Epoch 1793 | loss: 0.0311619 | val_loss: 0.0311705 | Time: 5502.41 ms [2022-03-06 06:39:17 main:574] : INFO : Epoch 1794 | loss: 0.0311584 | val_loss: 0.0311744 | Time: 5523.87 ms [2022-03-06 06:39:23 main:574] : INFO : Epoch 1795 | loss: 0.0311584 | val_loss: 0.0311703 | Time: 6250.13 ms [2022-03-06 06:39:29 main:574] : INFO : Epoch 1796 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 5874.36 ms [2022-03-06 06:39:35 main:574] : INFO : Epoch 1797 | loss: 0.0311582 | val_loss: 0.0311705 | Time: 5901.4 ms [2022-03-06 06:39:41 main:574] : INFO : Epoch 1798 | loss: 0.0311548 | val_loss: 0.031172 | Time: 5610.86 ms [2022-03-06 06:39:46 main:574] : INFO : Epoch 1799 | loss: 0.0311544 | val_loss: 0.0311807 | Time: 5668.17 ms [2022-03-06 06:39:52 main:574] : INFO : Epoch 1800 | loss: 0.0311553 | val_loss: 0.0311731 | Time: 5752.18 ms [2022-03-06 06:39:58 main:574] : INFO : Epoch 1801 | loss: 0.0311518 | val_loss: 0.0311724 | Time: 5715.31 ms [2022-03-06 06:40:03 main:574] : INFO : Epoch 1802 | loss: 0.0311541 | val_loss: 0.0311661 | Time: 5491.03 ms [2022-03-06 06:40:09 main:574] : INFO : Epoch 1803 | loss: 0.0311528 | val_loss: 0.0311704 | Time: 5535.02 ms [2022-03-06 06:40:14 main:574] : INFO : Epoch 1804 | loss: 0.031151 | val_loss: 0.0311721 | Time: 5491.8 ms [2022-03-06 06:40:20 main:574] : INFO : Epoch 1805 | loss: 0.0311518 | val_loss: 0.031175 | Time: 5439.2 ms [2022-03-06 06:40:25 main:574] : INFO : Epoch 1806 | loss: 0.0311522 | val_loss: 0.031169 | Time: 5427.54 ms [2022-03-06 06:40:31 main:574] : INFO : Epoch 1807 | loss: 0.0311521 | val_loss: 0.0311689 | Time: 5465.46 ms [2022-03-06 06:40:36 main:574] : INFO : Epoch 1808 | loss: 0.0311601 | val_loss: 0.0311833 | Time: 5378.39 ms [2022-03-06 06:40:42 main:574] : INFO : Epoch 1809 | loss: 0.0311549 | val_loss: 0.0311705 | Time: 5492.74 ms [2022-03-06 06:40:47 main:574] : INFO : Epoch 1810 | loss: 0.0311535 | val_loss: 0.0311844 | Time: 5464.45 ms [2022-03-06 06:40:53 main:574] : INFO : Epoch 1811 | loss: 0.0311568 | val_loss: 0.0311653 | Time: 5554.72 ms [2022-03-06 06:40:59 main:574] : INFO : Epoch 1812 | loss: 0.0311572 | val_loss: 0.0311648 | Time: 5952.94 ms [2022-03-06 06:41:04 main:574] : INFO : Epoch 1813 | loss: 0.0311557 | val_loss: 0.0311669 | Time: 5440.35 ms [2022-03-06 06:41:09 main:574] : INFO : Epoch 1814 | loss: 0.031154 | val_loss: 0.0311647 | Time: 5443.14 ms [2022-03-06 06:41:15 main:574] : INFO : Epoch 1815 | loss: 0.0311595 | val_loss: 0.0311688 | Time: 5487.77 ms [2022-03-06 06:41:20 main:574] : INFO : Epoch 1816 | loss: 0.0311563 | val_loss: 0.0311707 | Time: 5452.55 ms [2022-03-06 06:41:26 main:574] : INFO : Epoch 1817 | loss: 0.031155 | val_loss: 0.0311654 | Time: 5476.4 ms [2022-03-06 06:41:31 main:574] : INFO : Epoch 1818 | loss: 0.0311517 | val_loss: 0.0311628 | Time: 5460.1 ms [2022-03-06 06:41:37 main:574] : INFO : Epoch 1819 | loss: 0.0311531 | val_loss: 0.0311706 | Time: 5428.85 ms [2022-03-06 06:41:42 main:574] : INFO : Epoch 1820 | loss: 0.0311552 | val_loss: 0.0311786 | Time: 5519.4 ms [2022-03-06 06:41:48 main:574] : INFO : Epoch 1821 | loss: 0.0311538 | val_loss: 0.0311717 | Time: 5501.4 ms [2022-03-06 06:41:54 main:574] : INFO : Epoch 1822 | loss: 0.0311628 | val_loss: 0.0311698 | Time: 5732.02 ms [2022-03-06 06:41:59 main:574] : INFO : Epoch 1823 | loss: 0.0311537 | val_loss: 0.0311774 | Time: 5731.94 ms [2022-03-06 06:42:05 main:574] : INFO : Epoch 1824 | loss: 0.0311488 | val_loss: 0.0311662 | Time: 5761.87 ms [2022-03-06 06:42:11 main:574] : INFO : Epoch 1825 | loss: 0.0311499 | val_loss: 0.0311777 | Time: 5523.32 ms [2022-03-06 06:42:16 main:574] : INFO : Epoch 1826 | loss: 0.031152 | val_loss: 0.0311769 | Time: 5463.54 ms [2022-03-06 06:42:22 main:574] : INFO : Epoch 1827 | loss: 0.031154 | val_loss: 0.0311666 | Time: 5437.49 ms [2022-03-06 06:42:27 main:574] : INFO : Epoch 1828 | loss: 0.0311496 | val_loss: 0.0311685 | Time: 5446.61 ms [2022-03-06 06:42:32 main:574] : INFO : Epoch 1829 | loss: 0.0311463 | val_loss: 0.0311695 | Time: 5456.65 ms [2022-03-06 06:42:38 main:574] : INFO : Epoch 1830 | loss: 0.0311463 | val_loss: 0.0311663 | Time: 5557.37 ms [2022-03-06 06:42:43 main:574] : INFO : Epoch 1831 | loss: 0.0311488 | val_loss: 0.0311655 | Time: 5468.89 ms [2022-03-06 06:42:49 main:574] : INFO : Epoch 1832 | loss: 0.0311442 | val_loss: 0.0311658 | Time: 5495.3 ms [2022-03-06 06:42:55 main:574] : INFO : Epoch 1833 | loss: 0.0311464 | val_loss: 0.0311635 | Time: 5947.35 ms [2022-03-06 06:43:00 main:574] : INFO : Epoch 1834 | loss: 0.0311468 | val_loss: 0.0311639 | Time: 5513.61 ms [2022-03-06 06:43:06 main:574] : INFO : Epoch 1835 | loss: 0.03115 | val_loss: 0.0311705 | Time: 5462.64 ms [2022-03-06 06:43:11 main:574] : INFO : Epoch 1836 | loss: 0.0311481 | val_loss: 0.0311727 | Time: 5444.16 ms [2022-03-06 06:43:17 main:574] : INFO : Epoch 1837 | loss: 0.031149 | val_loss: 0.031178 | Time: 5401.66 ms [2022-03-06 06:43:23 main:574] : INFO : Epoch 1838 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 5785.29 ms [2022-03-06 06:43:28 main:574] : INFO : Epoch 1839 | loss: 0.0311463 | val_loss: 0.0311679 | Time: 5627.19 ms [2022-03-06 06:43:34 main:574] : INFO : Epoch 1840 | loss: 0.0311478 | val_loss: 0.0311664 | Time: 5521.34 ms [2022-03-06 06:43:39 main:574] : INFO : Epoch 1841 | loss: 0.031149 | val_loss: 0.0311698 | Time: 5427.62 ms [2022-03-06 06:43:45 main:574] : INFO : Epoch 1842 | loss: 0.0311481 | val_loss: 0.0311658 | Time: 5402.02 ms [2022-03-06 06:43:50 main:574] : INFO : Epoch 1843 | loss: 0.0311435 | val_loss: 0.0311664 | Time: 5464.87 ms [2022-03-06 06:43:56 main:574] : INFO : Epoch 1844 | loss: 0.0311432 | val_loss: 0.0311681 | Time: 5825.93 ms [2022-03-06 06:44:01 main:574] : INFO : Epoch 1845 | loss: 0.031142 | val_loss: 0.0311649 | Time: 5461.71 ms [2022-03-06 06:44:07 main:574] : INFO : Epoch 1846 | loss: 0.0311446 | val_loss: 0.0311681 | Time: 5485.45 ms [2022-03-06 06:44:12 main:574] : INFO : Epoch 1847 | loss: 0.0311445 | val_loss: 0.0311681 | Time: 5500.86 ms [2022-03-06 06:44:18 main:574] : INFO : Epoch 1848 | loss: 0.0311488 | val_loss: 0.0311705 | Time: 5555.73 ms [2022-03-06 06:44:23 main:574] : INFO : Epoch 1849 | loss: 0.0311433 | val_loss: 0.0311723 | Time: 5475.73 ms [2022-03-06 06:44:29 main:574] : INFO : Epoch 1850 | loss: 0.0311459 | val_loss: 0.0311689 | Time: 5437.99 ms [2022-03-06 06:44:34 main:574] : INFO : Epoch 1851 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 5415.17 ms [2022-03-06 06:44:40 main:574] : INFO : Epoch 1852 | loss: 0.0311458 | val_loss: 0.0311836 | Time: 5470.16 ms [2022-03-06 06:44:45 main:574] : INFO : Epoch 1853 | loss: 0.0311497 | val_loss: 0.0311742 | Time: 5471.26 ms [2022-03-06 06:44:51 main:574] : INFO : Epoch 1854 | loss: 0.0311478 | val_loss: 0.0311706 | Time: 5491.96 ms [2022-03-06 06:44:56 main:574] : INFO : Epoch 1855 | loss: 0.031144 | val_loss: 0.031175 | Time: 5427.92 ms [2022-03-06 06:45:02 main:574] : INFO : Epoch 1856 | loss: 0.0311481 | val_loss: 0.0311725 | Time: 5487.38 ms [2022-03-06 06:45:07 main:574] : INFO : Epoch 1857 | loss: 0.0311554 | val_loss: 0.031177 | Time: 5451.2 ms [2022-03-06 06:45:13 main:574] : INFO : Epoch 1858 | loss: 0.0311516 | val_loss: 0.0311687 | Time: 5431.1 ms [2022-03-06 06:45:18 main:574] : INFO : Epoch 1859 | loss: 0.0311487 | val_loss: 0.0311739 | Time: 5588.23 ms [2022-03-06 06:45:24 main:574] : INFO : Epoch 1860 | loss: 0.0311502 | val_loss: 0.0311686 | Time: 5491.96 ms [2022-03-06 06:45:29 main:574] : INFO : Epoch 1861 | loss: 0.0311511 | val_loss: 0.031178 | Time: 5428.22 ms [2022-03-06 06:45:35 main:574] : INFO : Epoch 1862 | loss: 0.0311538 | val_loss: 0.0311646 | Time: 5477.25 ms [2022-03-06 06:45:40 main:574] : INFO : Epoch 1863 | loss: 0.0311479 | val_loss: 0.0311712 | Time: 5466.73 ms [2022-03-06 06:45:46 main:574] : INFO : Epoch 1864 | loss: 0.0311462 | val_loss: 0.0311655 | Time: 5511.67 ms [2022-03-06 06:45:51 main:574] : INFO : Epoch 1865 | loss: 0.0311436 | val_loss: 0.0311674 | Time: 5451.8 ms [2022-03-06 06:45:57 main:574] : INFO : Epoch 1866 | loss: 0.0311418 | val_loss: 0.0311676 | Time: 5812.52 ms [2022-03-06 06:46:03 main:574] : INFO : Epoch 1867 | loss: 0.0311445 | val_loss: 0.0311678 | Time: 6400.95 ms [2022-03-06 06:46:09 main:574] : INFO : Epoch 1868 | loss: 0.0311439 | val_loss: 0.0311665 | Time: 5612.33 ms [2022-03-06 06:46:14 main:574] : INFO : Epoch 1869 | loss: 0.031144 | val_loss: 0.0311645 | Time: 5522.56 ms [2022-03-06 06:46:20 main:574] : INFO : Epoch 1870 | loss: 0.0311447 | val_loss: 0.0311625 | Time: 5443.46 ms [2022-03-06 06:46:25 main:574] : INFO : Epoch 1871 | loss: 0.0311421 | val_loss: 0.0311668 | Time: 5484.45 ms [2022-03-06 06:46:31 main:574] : INFO : Epoch 1872 | loss: 0.0311441 | val_loss: 0.0311628 | Time: 5441.17 ms [2022-03-06 06:46:36 main:574] : INFO : Epoch 1873 | loss: 0.031141 | val_loss: 0.0311666 | Time: 5419.28 ms [2022-03-06 06:46:42 main:574] : INFO : Epoch 1874 | loss: 0.031142 | val_loss: 0.0311756 | Time: 5427.21 ms [2022-03-06 06:46:47 main:574] : INFO : Epoch 1875 | loss: 0.0311464 | val_loss: 0.0311662 | Time: 5441.69 ms [2022-03-06 06:46:53 main:574] : INFO : Epoch 1876 | loss: 0.0311469 | val_loss: 0.0311732 | Time: 5463.35 ms [2022-03-06 06:46:58 main:574] : INFO : Epoch 1877 | loss: 0.031147 | val_loss: 0.0311685 | Time: 5751.87 ms [2022-03-06 06:47:04 main:574] : INFO : Epoch 1878 | loss: 0.0311454 | val_loss: 0.0311674 | Time: 5504.04 ms [2022-03-06 06:47:09 main:574] : INFO : Epoch 1879 | loss: 0.0311502 | val_loss: 0.0311655 | Time: 5472.81 ms [2022-03-06 06:47:15 main:574] : INFO : Epoch 1880 | loss: 0.031144 | val_loss: 0.0311625 | Time: 5501.68 ms [2022-03-06 06:47:20 main:574] : INFO : Epoch 1881 | loss: 0.0311422 | val_loss: 0.0311628 | Time: 5447.69 ms [2022-03-06 06:47:26 main:574] : INFO : Epoch 1882 | loss: 0.0311445 | val_loss: 0.0311618 | Time: 5459.5 ms [2022-03-06 06:47:31 main:574] : INFO : Epoch 1883 | loss: 0.0311417 | val_loss: 0.0311693 | Time: 5499.54 ms [2022-03-06 06:47:37 main:574] : INFO : Epoch 1884 | loss: 0.0311421 | val_loss: 0.0311672 | Time: 5432.71 ms [2022-03-06 06:47:42 main:574] : INFO : Epoch 1885 | loss: 0.031143 | val_loss: 0.0311713 | Time: 5407.47 ms [2022-03-06 06:47:48 main:574] : INFO : Epoch 1886 | loss: 0.0311421 | val_loss: 0.0311692 | Time: 5485.12 ms [2022-03-06 06:47:53 main:574] : INFO : Epoch 1887 | loss: 0.0311448 | val_loss: 0.0311644 | Time: 5543.68 ms [2022-03-06 06:47:59 main:574] : INFO : Epoch 1888 | loss: 0.0311435 | val_loss: 0.0311628 | Time: 5728.3 ms [2022-03-06 06:48:05 main:574] : INFO : Epoch 1889 | loss: 0.0311461 | val_loss: 0.0311645 | Time: 5605.71 ms [2022-03-06 06:48:10 main:574] : INFO : Epoch 1890 | loss: 0.0311468 | val_loss: 0.0311607 | Time: 5518.13 ms [2022-03-06 06:48:16 main:574] : INFO : Epoch 1891 | loss: 0.0311516 | val_loss: 0.0311713 | Time: 5470.25 ms [2022-03-06 06:48:21 main:574] : INFO : Epoch 1892 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 5498.73 ms [2022-03-06 06:48:26 main:574] : INFO : Epoch 1893 | loss: 0.0311473 | val_loss: 0.0311607 | Time: 5442.62 ms [2022-03-06 06:48:32 main:574] : INFO : Epoch 1894 | loss: 0.031146 | val_loss: 0.0311643 | Time: 5395.22 ms [2022-03-06 06:48:37 main:574] : INFO : Epoch 1895 | loss: 0.0311512 | val_loss: 0.0311684 | Time: 5473.7 ms [2022-03-06 06:48:43 main:574] : INFO : Epoch 1896 | loss: 0.0311566 | val_loss: 0.0311732 | Time: 5470.02 ms [2022-03-06 06:48:48 main:574] : INFO : Epoch 1897 | loss: 0.031152 | val_loss: 0.0311729 | Time: 5452.86 ms [2022-03-06 06:48:54 main:574] : INFO : Epoch 1898 | loss: 0.0311499 | val_loss: 0.0311679 | Time: 5471.49 ms [2022-03-06 06:49:00 main:574] : INFO : Epoch 1899 | loss: 0.0311493 | val_loss: 0.0311701 | Time: 5860.26 ms [2022-03-06 06:49:05 main:574] : INFO : Epoch 1900 | loss: 0.0311493 | val_loss: 0.0311669 | Time: 5612.47 ms [2022-03-06 06:49:11 main:574] : INFO : Epoch 1901 | loss: 0.0311455 | val_loss: 0.0311708 | Time: 5513.4 ms [2022-03-06 06:49:16 main:574] : INFO : Epoch 1902 | loss: 0.0311453 | val_loss: 0.0311657 | Time: 5524.82 ms [2022-03-06 06:49:22 main:574] : INFO : Epoch 1903 | loss: 0.0311445 | val_loss: 0.031166 | Time: 5661.44 ms [2022-03-06 06:49:28 main:574] : INFO : Epoch 1904 | loss: 0.0311445 | val_loss: 0.0311621 | Time: 6039.78 ms [2022-03-06 06:49:34 main:574] : INFO : Epoch 1905 | loss: 0.0311432 | val_loss: 0.0311647 | Time: 5947.51 ms [2022-03-06 06:49:40 main:574] : INFO : Epoch 1906 | loss: 0.031145 | val_loss: 0.0311685 | Time: 5933.67 ms [2022-03-06 06:49:46 main:574] : INFO : Epoch 1907 | loss: 0.0311456 | val_loss: 0.0311648 | Time: 5884.42 ms [2022-03-06 06:49:51 main:574] : INFO : Epoch 1908 | loss: 0.031143 | val_loss: 0.0311648 | Time: 5458.57 ms [2022-03-06 06:49:57 main:574] : INFO : Epoch 1909 | loss: 0.0311469 | val_loss: 0.0311697 | Time: 5834.87 ms [2022-03-06 06:50:03 main:574] : INFO : Epoch 1910 | loss: 0.031146 | val_loss: 0.0311669 | Time: 5635.9 ms [2022-03-06 06:50:08 main:574] : INFO : Epoch 1911 | loss: 0.0311485 | val_loss: 0.0311676 | Time: 5548.27 ms [2022-03-06 06:50:14 main:574] : INFO : Epoch 1912 | loss: 0.0311466 | val_loss: 0.0311694 | Time: 5462.93 ms [2022-03-06 06:50:19 main:574] : INFO : Epoch 1913 | loss: 0.0311414 | val_loss: 0.031166 | Time: 5457.63 ms [2022-03-06 06:50:25 main:574] : INFO : Epoch 1914 | loss: 0.031143 | val_loss: 0.0311706 | Time: 5503.48 ms [2022-03-06 06:50:30 main:574] : INFO : Epoch 1915 | loss: 0.0311406 | val_loss: 0.0311664 | Time: 5526.89 ms [2022-03-06 06:50:36 main:574] : INFO : Epoch 1916 | loss: 0.0311395 | val_loss: 0.0311628 | Time: 5475.97 ms [2022-03-06 06:50:41 main:574] : INFO : Epoch 1917 | loss: 0.0311388 | val_loss: 0.0311664 | Time: 5589.31 ms [2022-03-06 06:50:47 main:574] : INFO : Epoch 1918 | loss: 0.0311422 | val_loss: 0.0311671 | Time: 5414.47 ms [2022-03-06 06:50:52 main:574] : INFO : Epoch 1919 | loss: 0.0311438 | val_loss: 0.03116 | Time: 5446.78 ms [2022-03-06 06:50:58 main:574] : INFO : Epoch 1920 | loss: 0.0311496 | val_loss: 0.0311787 | Time: 5956.8 ms [2022-03-06 06:51:04 main:574] : INFO : Epoch 1921 | loss: 0.0311411 | val_loss: 0.0311695 | Time: 5935.99 ms [2022-03-06 06:51:10 main:574] : INFO : Epoch 1922 | loss: 0.0311487 | val_loss: 0.0311679 | Time: 5544.3 ms [2022-03-06 06:51:15 main:574] : INFO : Epoch 1923 | loss: 0.0311431 | val_loss: 0.0311693 | Time: 5534.05 ms [2022-03-06 06:51:21 main:574] : INFO : Epoch 1924 | loss: 0.031139 | val_loss: 0.0311641 | Time: 5553.88 ms [2022-03-06 06:51:26 main:574] : INFO : Epoch 1925 | loss: 0.0311417 | val_loss: 0.0311662 | Time: 5511 ms [2022-03-06 06:51:32 main:574] : INFO : Epoch 1926 | loss: 0.0311385 | val_loss: 0.0311631 | Time: 5455.97 ms [2022-03-06 06:51:37 main:574] : INFO : Epoch 1927 | loss: 0.0311365 | val_loss: 0.0311693 | Time: 5457.97 ms [2022-03-06 06:51:43 main:574] : INFO : Epoch 1928 | loss: 0.0311382 | val_loss: 0.0311674 | Time: 5498.6 ms [2022-03-06 06:51:48 main:574] : INFO : Epoch 1929 | loss: 0.0311378 | val_loss: 0.0311675 | Time: 5503.94 ms [2022-03-06 06:51:54 main:574] : INFO : Epoch 1930 | loss: 0.0311376 | val_loss: 0.0311652 | Time: 5479.55 ms [2022-03-06 06:52:00 main:574] : INFO : Epoch 1931 | loss: 0.0311377 | val_loss: 0.0311673 | Time: 5897.13 ms [2022-03-06 06:52:05 main:574] : INFO : Epoch 1932 | loss: 0.0311402 | val_loss: 0.0311694 | Time: 5726.06 ms [2022-03-06 06:52:11 main:574] : INFO : Epoch 1933 | loss: 0.0311387 | val_loss: 0.0311758 | Time: 5801.39 ms [2022-03-06 06:52:17 main:574] : INFO : Epoch 1934 | loss: 0.0311407 | val_loss: 0.0311686 | Time: 5921.44 ms [2022-03-06 06:52:23 main:574] : INFO : Epoch 1935 | loss: 0.0311388 | val_loss: 0.0311672 | Time: 5590.07 ms [2022-03-06 06:52:28 main:574] : INFO : Epoch 1936 | loss: 0.0311401 | val_loss: 0.0311767 | Time: 5501.35 ms [2022-03-06 06:52:34 main:574] : INFO : Epoch 1937 | loss: 0.0311398 | val_loss: 0.031179 | Time: 5678.91 ms [2022-03-06 06:52:40 main:574] : INFO : Epoch 1938 | loss: 0.0311411 | val_loss: 0.0311687 | Time: 6002.83 ms [2022-03-06 06:52:46 main:574] : INFO : Epoch 1939 | loss: 0.0311376 | val_loss: 0.0311649 | Time: 5536.04 ms [2022-03-06 06:52:51 main:574] : INFO : Epoch 1940 | loss: 0.0311407 | val_loss: 0.0311655 | Time: 5456.06 ms [2022-03-06 06:52:56 main:574] : INFO : Epoch 1941 | loss: 0.0311438 | val_loss: 0.0311671 | Time: 5481.81 ms [2022-03-06 06:53:02 main:574] : INFO : Epoch 1942 | loss: 0.0311387 | val_loss: 0.0311618 | Time: 5444.54 ms [2022-03-06 06:53:07 main:574] : INFO : Epoch 1943 | loss: 0.0311347 | val_loss: 0.0311647 | Time: 5460.89 ms [2022-03-06 06:53:13 main:574] : INFO : Epoch 1944 | loss: 0.031134 | val_loss: 0.0311625 | Time: 5436.91 ms [2022-03-06 06:53:18 main:574] : INFO : Epoch 1945 | loss: 0.0311373 | val_loss: 0.0311625 | Time: 5455.94 ms [2022-03-06 06:53:24 main:574] : INFO : Epoch 1946 | loss: 0.031139 | val_loss: 0.0311646 | Time: 5475.12 ms [2022-03-06 06:53:29 main:574] : INFO : Epoch 1947 | loss: 0.0311372 | val_loss: 0.0311625 | Time: 5476.74 ms [2022-03-06 06:53:35 main:574] : INFO : Epoch 1948 | loss: 0.031133 | val_loss: 0.0311625 | Time: 5453.59 ms [2022-03-06 06:53:40 main:574] : INFO : Epoch 1949 | loss: 0.0311339 | val_loss: 0.0311623 | Time: 5508.13 ms [2022-03-06 06:53:46 main:574] : INFO : Epoch 1950 | loss: 0.03114 | val_loss: 0.0311683 | Time: 5468.19 ms [2022-03-06 06:53:51 main:574] : INFO : Epoch 1951 | loss: 0.0311379 | val_loss: 0.0311648 | Time: 5479.68 ms [2022-03-06 06:53:57 main:574] : INFO : Epoch 1952 | loss: 0.0311342 | val_loss: 0.0311649 | Time: 5437.89 ms [2022-03-06 06:54:02 main:574] : INFO : Epoch 1953 | loss: 0.0311359 | val_loss: 0.0311685 | Time: 5458.36 ms [2022-03-06 06:54:08 main:574] : INFO : Epoch 1954 | loss: 0.0311349 | val_loss: 0.0311704 | Time: 5511.9 ms [2022-03-06 06:54:13 main:574] : INFO : Epoch 1955 | loss: 0.0311349 | val_loss: 0.0311617 | Time: 5516.97 ms [2022-03-06 06:54:19 main:574] : INFO : Epoch 1956 | loss: 0.0311364 | val_loss: 0.0311643 | Time: 5479.02 ms [2022-03-06 06:54:24 main:574] : INFO : Epoch 1957 | loss: 0.0311359 | val_loss: 0.0311658 | Time: 5500.5 ms [2022-03-06 06:54:30 main:574] : INFO : Epoch 1958 | loss: 0.0311386 | val_loss: 0.0311677 | Time: 5492.68 ms [2022-03-06 06:54:35 main:574] : INFO : Epoch 1959 | loss: 0.0311337 | val_loss: 0.031161 | Time: 5487.24 ms [2022-03-06 06:54:41 main:574] : INFO : Epoch 1960 | loss: 0.0311369 | val_loss: 0.0311714 | Time: 5546.79 ms [2022-03-06 06:54:46 main:574] : INFO : Epoch 1961 | loss: 0.0311368 | val_loss: 0.0311654 | Time: 5474.17 ms [2022-03-06 06:54:52 main:574] : INFO : Epoch 1962 | loss: 0.0311362 | val_loss: 0.0311635 | Time: 5561.16 ms [2022-03-06 06:54:57 main:574] : INFO : Epoch 1963 | loss: 0.0311329 | val_loss: 0.0311671 | Time: 5517.88 ms [2022-03-06 06:55:04 main:574] : INFO : Epoch 1964 | loss: 0.0311362 | val_loss: 0.0311613 | Time: 6243.75 ms [2022-03-06 06:55:09 main:574] : INFO : Epoch 1965 | loss: 0.0311319 | val_loss: 0.0311665 | Time: 5530.42 ms [2022-03-06 06:55:15 main:574] : INFO : Epoch 1966 | loss: 0.0311326 | val_loss: 0.0311672 | Time: 5530.1 ms [2022-03-06 06:55:20 main:574] : INFO : Epoch 1967 | loss: 0.031134 | val_loss: 0.0311636 | Time: 5511.92 ms [2022-03-06 06:55:26 main:574] : INFO : Epoch 1968 | loss: 0.0311336 | val_loss: 0.0311633 | Time: 5514.62 ms [2022-03-06 06:55:31 main:574] : INFO : Epoch 1969 | loss: 0.0311339 | val_loss: 0.0311669 | Time: 5547.07 ms [2022-03-06 06:55:37 main:574] : INFO : Epoch 1970 | loss: 0.0311333 | val_loss: 0.0311686 | Time: 5522.48 ms [2022-03-06 06:55:42 main:574] : INFO : Epoch 1971 | loss: 0.0311302 | val_loss: 0.031166 | Time: 5493.15 ms [2022-03-06 06:55:48 main:574] : INFO : Epoch 1972 | loss: 0.0311324 | val_loss: 0.0311646 | Time: 5567.24 ms [2022-03-06 06:55:53 main:574] : INFO : Epoch 1973 | loss: 0.0311307 | val_loss: 0.0311745 | Time: 5503.36 ms [2022-03-06 06:55:59 main:574] : INFO : Epoch 1974 | loss: 0.0311301 | val_loss: 0.0311674 | Time: 5544.69 ms [2022-03-06 06:56:04 main:574] : INFO : Epoch 1975 | loss: 0.0311357 | val_loss: 0.0311663 | Time: 5510.39 ms [2022-03-06 06:56:10 main:574] : INFO : Epoch 1976 | loss: 0.0311369 | val_loss: 0.0311657 | Time: 5569.85 ms [2022-03-06 06:56:16 main:574] : INFO : Epoch 1977 | loss: 0.0311335 | val_loss: 0.0311638 | Time: 5552.21 ms [2022-03-06 06:56:21 main:574] : INFO : Epoch 1978 | loss: 0.031137 | val_loss: 0.031176 | Time: 5659.71 ms [2022-03-06 06:56:27 main:574] : INFO : Epoch 1979 | loss: 0.031139 | val_loss: 0.0311681 | Time: 5733.28 ms [2022-03-06 06:56:32 main:574] : INFO : Epoch 1980 | loss: 0.0311386 | val_loss: 0.0311688 | Time: 5491.68 ms [2022-03-06 06:56:38 main:574] : INFO : Epoch 1981 | loss: 0.0311482 | val_loss: 0.0311612 | Time: 5473.39 ms [2022-03-06 06:56:43 main:574] : INFO : Epoch 1982 | loss: 0.0311419 | val_loss: 0.0311587 | Time: 5455.92 ms [2022-03-06 06:56:49 main:574] : INFO : Epoch 1983 | loss: 0.0311388 | val_loss: 0.0311622 | Time: 5491.47 ms [2022-03-06 06:56:54 main:574] : INFO : Epoch 1984 | loss: 0.0311382 | val_loss: 0.0311659 | Time: 5497.82 ms [2022-03-06 06:57:00 main:574] : INFO : Epoch 1985 | loss: 0.0311365 | val_loss: 0.031165 | Time: 5418.5 ms [2022-03-06 06:57:05 main:574] : INFO : Epoch 1986 | loss: 0.0311359 | val_loss: 0.0311674 | Time: 5451.24 ms [2022-03-06 06:57:11 main:574] : INFO : Epoch 1987 | loss: 0.0311383 | val_loss: 0.0311636 | Time: 5434.86 ms [2022-03-06 06:57:16 main:574] : INFO : Epoch 1988 | loss: 0.0311339 | val_loss: 0.0311637 | Time: 5486.3 ms [2022-03-06 06:57:22 main:574] : INFO : Epoch 1989 | loss: 0.0311352 | val_loss: 0.0311633 | Time: 5473.09 ms [2022-03-06 06:57:27 main:574] : INFO : Epoch 1990 | loss: 0.031136 | val_loss: 0.031165 | Time: 5464.65 ms [2022-03-06 06:57:33 main:574] : INFO : Epoch 1991 | loss: 0.0311372 | val_loss: 0.0311695 | Time: 5478.23 ms [2022-03-06 06:57:38 main:574] : INFO : Epoch 1992 | loss: 0.031139 | val_loss: 0.0311667 | Time: 5470.31 ms [2022-03-06 06:57:44 main:574] : INFO : Epoch 1993 | loss: 0.0311391 | val_loss: 0.0311601 | Time: 5483.47 ms [2022-03-06 06:57:49 main:574] : INFO : Epoch 1994 | loss: 0.0311323 | val_loss: 0.0311613 | Time: 5476.65 ms [2022-03-06 06:57:55 main:574] : INFO : Epoch 1995 | loss: 0.0311319 | val_loss: 0.0311643 | Time: 5489.9 ms [2022-03-06 06:58:00 main:574] : INFO : Epoch 1996 | loss: 0.0311345 | val_loss: 0.031161 | Time: 5496.04 ms [2022-03-06 06:58:06 main:574] : INFO : Epoch 1997 | loss: 0.0311366 | val_loss: 0.0311689 | Time: 5959.26 ms [2022-03-06 06:58:12 main:574] : INFO : Epoch 1998 | loss: 0.0311384 | val_loss: 0.0311731 | Time: 5546.95 ms [2022-03-06 06:58:17 main:574] : INFO : Epoch 1999 | loss: 0.0311379 | val_loss: 0.0311631 | Time: 5519.63 ms [2022-03-06 06:58:23 main:574] : INFO : Epoch 2000 | loss: 0.0311414 | val_loss: 0.0311765 | Time: 5461.85 ms [2022-03-06 06:58:28 main:574] : INFO : Epoch 2001 | loss: 0.0311366 | val_loss: 0.0311853 | Time: 5461.92 ms [2022-03-06 06:58:34 main:574] : INFO : Epoch 2002 | loss: 0.0311385 | val_loss: 0.0311642 | Time: 5406.41 ms [2022-03-06 06:58:39 main:574] : INFO : Epoch 2003 | loss: 0.031133 | val_loss: 0.0311664 | Time: 5429.39 ms [2022-03-06 06:58:44 main:574] : INFO : Epoch 2004 | loss: 0.0311323 | val_loss: 0.0311781 | Time: 5463.66 ms [2022-03-06 06:58:50 main:574] : INFO : Epoch 2005 | loss: 0.0311343 | val_loss: 0.0311652 | Time: 5438.86 ms [2022-03-06 06:58:55 main:574] : INFO : Epoch 2006 | loss: 0.0311405 | val_loss: 0.0311657 | Time: 5476.42 ms [2022-03-06 06:59:01 main:574] : INFO : Epoch 2007 | loss: 0.0311404 | val_loss: 0.0311622 | Time: 6033.19 ms [2022-03-06 06:59:07 main:574] : INFO : Epoch 2008 | loss: 0.0311404 | val_loss: 0.0311606 | Time: 5492.39 ms [2022-03-06 06:59:12 main:574] : INFO : Epoch 2009 | loss: 0.0311393 | val_loss: 0.0311649 | Time: 5489.62 ms [2022-03-06 06:59:18 main:574] : INFO : Epoch 2010 | loss: 0.0311349 | val_loss: 0.0311605 | Time: 5724.06 ms [2022-03-06 06:59:24 main:574] : INFO : Epoch 2011 | loss: 0.0311357 | val_loss: 0.0311625 | Time: 5813.78 ms [2022-03-06 06:59:30 main:574] : INFO : Epoch 2012 | loss: 0.0311347 | val_loss: 0.0311613 | Time: 5663.62 ms [2022-03-06 06:59:36 main:574] : INFO : Epoch 2013 | loss: 0.0311326 | val_loss: 0.0311612 | Time: 5949.86 ms [2022-03-06 06:59:42 main:574] : INFO : Epoch 2014 | loss: 0.0311336 | val_loss: 0.0311667 | Time: 6003.48 ms [2022-03-06 06:59:47 main:574] : INFO : Epoch 2015 | loss: 0.0311319 | val_loss: 0.0311632 | Time: 5498.72 ms [2022-03-06 06:59:53 main:574] : INFO : Epoch 2016 | loss: 0.0311366 | val_loss: 0.0311709 | Time: 5567.58 ms [2022-03-06 06:59:58 main:574] : INFO : Epoch 2017 | loss: 0.0311384 | val_loss: 0.0311625 | Time: 5684.2 ms [2022-03-06 07:00:04 main:574] : INFO : Epoch 2018 | loss: 0.0311308 | val_loss: 0.0311655 | Time: 5774.57 ms [2022-03-06 07:00:10 main:574] : INFO : Epoch 2019 | loss: 0.0311303 | val_loss: 0.0311704 | Time: 5697.24 ms [2022-03-06 07:00:16 main:574] : INFO : Epoch 2020 | loss: 0.0311314 | val_loss: 0.0311656 | Time: 6286.29 ms [2022-03-06 07:00:22 main:574] : INFO : Epoch 2021 | loss: 0.0311314 | val_loss: 0.0311611 | Time: 5463.56 ms [2022-03-06 07:00:27 main:574] : INFO : Epoch 2022 | loss: 0.0311355 | val_loss: 0.0311607 | Time: 5459.62 ms [2022-03-06 07:00:33 main:574] : INFO : Epoch 2023 | loss: 0.0311314 | val_loss: 0.0311665 | Time: 5433.23 ms [2022-03-06 07:00:38 main:574] : INFO : Epoch 2024 | loss: 0.0311307 | val_loss: 0.0311602 | Time: 5494.54 ms [2022-03-06 07:00:44 main:574] : INFO : Epoch 2025 | loss: 0.0311331 | val_loss: 0.0311636 | Time: 5506.5 ms [2022-03-06 07:00:49 main:574] : INFO : Epoch 2026 | loss: 0.0311371 | val_loss: 0.0311634 | Time: 5482.4 ms [2022-03-06 07:00:54 main:574] : INFO : Epoch 2027 | loss: 0.0311328 | val_loss: 0.0311641 | Time: 5422.82 ms [2022-03-06 07:01:00 main:574] : INFO : Epoch 2028 | loss: 0.0311312 | val_loss: 0.0311757 | Time: 5454.23 ms [2022-03-06 07:01:05 main:574] : INFO : Epoch 2029 | loss: 0.031138 | val_loss: 0.0311742 | Time: 5478.67 ms [2022-03-06 07:01:11 main:574] : INFO : Epoch 2030 | loss: 0.0311319 | val_loss: 0.0311688 | Time: 5541.46 ms [2022-03-06 07:01:16 main:574] : INFO : Epoch 2031 | loss: 0.031141 | val_loss: 0.0311702 | Time: 5448.99 ms [2022-03-06 07:01:22 main:574] : INFO : Epoch 2032 | loss: 0.0311381 | val_loss: 0.0311653 | Time: 5412.91 ms [2022-03-06 07:01:27 main:574] : INFO : Epoch 2033 | loss: 0.0311361 | val_loss: 0.0311602 | Time: 5518.19 ms [2022-03-06 07:01:33 main:574] : INFO : Epoch 2034 | loss: 0.0311314 | val_loss: 0.0311706 | Time: 5481.25 ms [2022-03-06 07:01:38 main:574] : INFO : Epoch 2035 | loss: 0.0311322 | val_loss: 0.031165 | Time: 5447.58 ms [2022-03-06 07:01:44 main:574] : INFO : Epoch 2036 | loss: 0.0311279 | val_loss: 0.0311654 | Time: 5433 ms [2022-03-06 07:01:49 main:574] : INFO : Epoch 2037 | loss: 0.0311282 | val_loss: 0.0311742 | Time: 5630.83 ms [2022-03-06 07:01:56 main:574] : INFO : Epoch 2038 | loss: 0.0311298 | val_loss: 0.0311644 | Time: 6449.5 ms [2022-03-06 07:02:02 main:574] : INFO : Epoch 2039 | loss: 0.0311289 | val_loss: 0.0311748 | Time: 6193.88 ms [2022-03-06 07:02:08 main:574] : INFO : Epoch 2040 | loss: 0.031136 | val_loss: 0.0311666 | Time: 5638.34 ms [2022-03-06 07:02:13 main:574] : INFO : Epoch 2041 | loss: 0.031133 | val_loss: 0.0311669 | Time: 5492.41 ms [2022-03-06 07:02:19 main:574] : INFO : Epoch 2042 | loss: 0.0311404 | val_loss: 0.0311643 | Time: 5646.93 ms [2022-03-06 07:02:24 main:574] : INFO : Epoch 2043 | loss: 0.0311364 | val_loss: 0.0311668 | Time: 5512.76 ms [2022-03-06 07:02:30 main:574] : INFO : Epoch 2044 | loss: 0.0311341 | val_loss: 0.0311621 | Time: 5455.38 ms [2022-03-06 07:02:35 main:574] : INFO : Epoch 2045 | loss: 0.0311348 | val_loss: 0.031168 | Time: 5531.29 ms [2022-03-06 07:02:41 main:574] : INFO : Epoch 2046 | loss: 0.0311373 | val_loss: 0.031161 | Time: 5528.7 ms [2022-03-06 07:02:46 main:574] : INFO : Epoch 2047 | loss: 0.0311362 | val_loss: 0.0311618 | Time: 5464.42 ms [2022-03-06 07:02:52 main:574] : INFO : Epoch 2048 | loss: 0.0311345 | val_loss: 0.031162 | Time: 5491.33 ms [2022-03-06 07:02:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031162 [2022-03-06 07:02:52 main:603] : INFO : Saving end state to config to file [2022-03-06 07:02:52 main:608] : INFO : Success, exiting.. 07:02:52 (19012): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)