Task 11327197
| Name | ParityModified-1638632063-26641-2-0_2 |
| Workunit | 8039812 |
| Created | 3 Feb 2022, 13:34:53 UTC |
| Sent | 3 Feb 2022, 15:53:04 UTC |
| Report deadline | 11 Feb 2022, 15:53:04 UTC |
| Received | 3 Feb 2022, 20:02:44 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 6 min 18 sec |
| CPU time | 3 hours 5 min 34 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 9,067.69 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> 2-03 10:15:57 main:574] : INFO : Epoch 1542 | loss: 0.0311652 | val_loss: 0.0311726 | Time: 5316.83 ms [2022-02-03 10:16:02 main:574] : INFO : Epoch 1543 | loss: 0.0311677 | val_loss: 0.0311707 | Time: 5385.93 ms [2022-02-03 10:16:08 main:574] : INFO : Epoch 1544 | loss: 0.0311676 | val_loss: 0.0311704 | Time: 5371.85 ms [2022-02-03 10:16:13 main:574] : INFO : Epoch 1545 | loss: 0.0311672 | val_loss: 0.0311693 | Time: 5375.84 ms [2022-02-03 10:16:19 main:574] : INFO : Epoch 1546 | loss: 0.0311649 | val_loss: 0.031173 | Time: 5349.7 ms [2022-02-03 10:16:24 main:574] : INFO : Epoch 1547 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 5360.09 ms [2022-02-03 10:16:29 main:574] : INFO : Epoch 1548 | loss: 0.031165 | val_loss: 0.0311711 | Time: 5363.87 ms [2022-02-03 10:16:35 main:574] : INFO : Epoch 1549 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 5356.58 ms [2022-02-03 10:16:41 main:574] : INFO : Epoch 1550 | loss: 0.0311625 | val_loss: 0.0311709 | Time: 5876.42 ms [2022-02-03 10:16:46 main:574] : INFO : Epoch 1551 | loss: 0.0311636 | val_loss: 0.0311751 | Time: 5734.69 ms [2022-02-03 10:16:52 main:574] : INFO : Epoch 1552 | loss: 0.0311653 | val_loss: 0.03117 | Time: 5364.34 ms [2022-02-03 10:16:57 main:574] : INFO : Epoch 1553 | loss: 0.0311642 | val_loss: 0.0311726 | Time: 5371.14 ms [2022-02-03 10:17:02 main:574] : INFO : Epoch 1554 | loss: 0.0311649 | val_loss: 0.03117 | Time: 5382.25 ms [2022-02-03 10:17:08 main:574] : INFO : Epoch 1555 | loss: 0.0311655 | val_loss: 0.0311757 | Time: 5338.71 ms [2022-02-03 10:17:13 main:574] : INFO : Epoch 1556 | loss: 0.0311678 | val_loss: 0.0311745 | Time: 5356.17 ms [2022-02-03 10:17:18 main:574] : INFO : Epoch 1557 | loss: 0.0311701 | val_loss: 0.0311716 | Time: 5357.86 ms [2022-02-03 10:17:24 main:574] : INFO : Epoch 1558 | loss: 0.0311673 | val_loss: 0.0311717 | Time: 5407.18 ms [2022-02-03 10:17:30 main:574] : INFO : Epoch 1559 | loss: 0.0311696 | val_loss: 0.0311722 | Time: 6205.13 ms [2022-02-03 10:17:36 main:574] : INFO : Epoch 1560 | loss: 0.0311647 | val_loss: 0.031172 | Time: 6015.31 ms [2022-02-03 10:17:41 main:574] : INFO : Epoch 1561 | loss: 0.0311645 | val_loss: 0.0311696 | Time: 5364.88 ms [2022-02-03 10:17:47 main:574] : INFO : Epoch 1562 | loss: 0.031167 | val_loss: 0.0311726 | Time: 5355 ms [2022-02-03 10:17:52 main:574] : INFO : Epoch 1563 | loss: 0.0311678 | val_loss: 0.0311723 | Time: 5361.79 ms [2022-02-03 10:17:58 main:574] : INFO : Epoch 1564 | loss: 0.0311657 | val_loss: 0.0311694 | Time: 5347.08 ms [2022-02-03 10:18:03 main:574] : INFO : Epoch 1565 | loss: 0.031164 | val_loss: 0.0311705 | Time: 5365.18 ms [2022-02-03 10:18:08 main:574] : INFO : Epoch 1566 | loss: 0.0311644 | val_loss: 0.0311711 | Time: 5346.76 ms [2022-02-03 10:18:14 main:574] : INFO : Epoch 1567 | loss: 0.0311682 | val_loss: 0.0311706 | Time: 5356.97 ms [2022-02-03 10:18:19 main:574] : INFO : Epoch 1568 | loss: 0.0311678 | val_loss: 0.0311694 | Time: 5372.08 ms [2022-02-03 10:18:24 main:574] : INFO : Epoch 1569 | loss: 0.0311659 | val_loss: 0.0311704 | Time: 5399.15 ms [2022-02-03 10:18:30 main:574] : INFO : Epoch 1570 | loss: 0.0311674 | val_loss: 0.0311689 | Time: 5869.53 ms [2022-02-03 10:18:36 main:574] : INFO : Epoch 1571 | loss: 0.0311647 | val_loss: 0.0311696 | Time: 5386.16 ms [2022-02-03 10:18:41 main:574] : INFO : Epoch 1572 | loss: 0.0311646 | val_loss: 0.0311703 | Time: 5362.2 ms [2022-02-03 10:18:46 main:574] : INFO : Epoch 1573 | loss: 0.0311643 | val_loss: 0.0311704 | Time: 5342.31 ms [2022-02-03 10:18:52 main:574] : INFO : Epoch 1574 | loss: 0.0311644 | val_loss: 0.0311697 | Time: 5326.42 ms [2022-02-03 10:18:57 main:574] : INFO : Epoch 1575 | loss: 0.0311645 | val_loss: 0.0311721 | Time: 5316.8 ms [2022-02-03 10:19:03 main:574] : INFO : Epoch 1576 | loss: 0.0311627 | val_loss: 0.0311699 | Time: 5492.42 ms [2022-02-03 10:19:08 main:574] : INFO : Epoch 1577 | loss: 0.0311614 | val_loss: 0.0311738 | Time: 5815.46 ms [2022-02-03 10:19:15 main:574] : INFO : Epoch 1578 | loss: 0.031163 | val_loss: 0.03117 | Time: 6235.81 ms [2022-02-03 10:19:20 main:574] : INFO : Epoch 1579 | loss: 0.0311651 | val_loss: 0.0311703 | Time: 5362.22 ms [2022-02-03 10:19:25 main:574] : INFO : Epoch 1580 | loss: 0.0311664 | val_loss: 0.0311708 | Time: 5354.42 ms [2022-02-03 10:19:31 main:574] : INFO : Epoch 1581 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 5343.94 ms [2022-02-03 10:19:36 main:574] : INFO : Epoch 1582 | loss: 0.0311631 | val_loss: 0.0311743 | Time: 5306.29 ms [2022-02-03 10:19:41 main:574] : INFO : Epoch 1583 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 5324.68 ms [2022-02-03 10:19:47 main:574] : INFO : Epoch 1584 | loss: 0.031167 | val_loss: 0.0311704 | Time: 5327.02 ms [2022-02-03 10:19:52 main:574] : INFO : Epoch 1585 | loss: 0.0311625 | val_loss: 0.031169 | Time: 5349.89 ms [2022-02-03 10:19:57 main:574] : INFO : Epoch 1586 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 5321.04 ms [2022-02-03 10:20:03 main:574] : INFO : Epoch 1587 | loss: 0.0311634 | val_loss: 0.0311713 | Time: 5379.27 ms [2022-02-03 10:20:08 main:574] : INFO : Epoch 1588 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 5388.25 ms [2022-02-03 10:20:14 main:574] : INFO : Epoch 1589 | loss: 0.0311674 | val_loss: 0.0311696 | Time: 5338.68 ms [2022-02-03 10:20:19 main:574] : INFO : Epoch 1590 | loss: 0.031166 | val_loss: 0.0311723 | Time: 5329.33 ms [2022-02-03 10:20:24 main:574] : INFO : Epoch 1591 | loss: 0.0311673 | val_loss: 0.0311718 | Time: 5358.08 ms [2022-02-03 10:20:30 main:574] : INFO : Epoch 1592 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 5347.71 ms [2022-02-03 10:20:35 main:574] : INFO : Epoch 1593 | loss: 0.0311604 | val_loss: 0.0311692 | Time: 5589.95 ms [2022-02-03 10:20:40 main:574] : INFO : Epoch 1594 | loss: 0.0311603 | val_loss: 0.0311705 | Time: 5309.77 ms [2022-02-03 10:20:46 main:574] : INFO : Epoch 1595 | loss: 0.0311602 | val_loss: 0.0311696 | Time: 5359.36 ms [2022-02-03 10:20:51 main:574] : INFO : Epoch 1596 | loss: 0.0311605 | val_loss: 0.0311701 | Time: 5323.76 ms [2022-02-03 10:20:57 main:574] : INFO : Epoch 1597 | loss: 0.0311598 | val_loss: 0.0311719 | Time: 5345.97 ms [2022-02-03 10:21:02 main:574] : INFO : Epoch 1598 | loss: 0.031161 | val_loss: 0.0311705 | Time: 5387.5 ms [2022-02-03 10:21:08 main:574] : INFO : Epoch 1599 | loss: 0.0311594 | val_loss: 0.0311706 | Time: 5993.93 ms [2022-02-03 10:21:14 main:574] : INFO : Epoch 1600 | loss: 0.0311599 | val_loss: 0.0311725 | Time: 6080.54 ms [2022-02-03 10:21:19 main:574] : INFO : Epoch 1601 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 5365.53 ms [2022-02-03 10:21:25 main:574] : INFO : Epoch 1602 | loss: 0.0311611 | val_loss: 0.0311752 | Time: 5314.59 ms [2022-02-03 10:21:30 main:574] : INFO : Epoch 1603 | loss: 0.0311656 | val_loss: 0.0311789 | Time: 5308.86 ms [2022-02-03 10:21:35 main:574] : INFO : Epoch 1604 | loss: 0.0311773 | val_loss: 0.0311879 | Time: 5369.33 ms [2022-02-03 10:21:41 main:574] : INFO : Epoch 1605 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 5346.8 ms [2022-02-03 10:21:46 main:574] : INFO : Epoch 1606 | loss: 0.0311716 | val_loss: 0.0311767 | Time: 5309.05 ms [2022-02-03 10:21:51 main:574] : INFO : Epoch 1607 | loss: 0.0311701 | val_loss: 0.031175 | Time: 5346.51 ms [2022-02-03 10:21:57 main:574] : INFO : Epoch 1608 | loss: 0.0311683 | val_loss: 0.0311767 | Time: 5314.53 ms [2022-02-03 10:22:02 main:574] : INFO : Epoch 1609 | loss: 0.0311672 | val_loss: 0.0311752 | Time: 5327.55 ms [2022-02-03 10:22:07 main:574] : INFO : Epoch 1610 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 5345.97 ms [2022-02-03 10:22:13 main:574] : INFO : Epoch 1611 | loss: 0.0311673 | val_loss: 0.0311748 | Time: 5361.99 ms [2022-02-03 10:22:18 main:574] : INFO : Epoch 1612 | loss: 0.0311656 | val_loss: 0.0311742 | Time: 5540.17 ms [2022-02-03 10:22:24 main:574] : INFO : Epoch 1613 | loss: 0.0311673 | val_loss: 0.0311743 | Time: 5330.06 ms [2022-02-03 10:22:29 main:574] : INFO : Epoch 1614 | loss: 0.0311655 | val_loss: 0.0311722 | Time: 5308.8 ms [2022-02-03 10:22:34 main:574] : INFO : Epoch 1615 | loss: 0.031165 | val_loss: 0.0311741 | Time: 5386.53 ms [2022-02-03 10:22:40 main:574] : INFO : Epoch 1616 | loss: 0.0311642 | val_loss: 0.031171 | Time: 5330.74 ms [2022-02-03 10:22:45 main:574] : INFO : Epoch 1617 | loss: 0.0311639 | val_loss: 0.0311721 | Time: 5301.52 ms [2022-02-03 10:22:50 main:574] : INFO : Epoch 1618 | loss: 0.031165 | val_loss: 0.0311711 | Time: 5308.07 ms [2022-02-03 10:22:56 main:574] : INFO : Epoch 1619 | loss: 0.0311647 | val_loss: 0.0311713 | Time: 5356.27 ms [2022-02-03 10:23:01 main:574] : INFO : Epoch 1620 | loss: 0.0311633 | val_loss: 0.0311721 | Time: 5322.52 ms [2022-02-03 10:23:06 main:574] : INFO : Epoch 1621 | loss: 0.0311634 | val_loss: 0.0311717 | Time: 5354.58 ms [2022-02-03 10:23:12 main:574] : INFO : Epoch 1622 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 5656.98 ms [2022-02-03 10:23:17 main:574] : INFO : Epoch 1623 | loss: 0.031162 | val_loss: 0.0311704 | Time: 5379.61 ms [2022-02-03 10:23:23 main:574] : INFO : Epoch 1624 | loss: 0.031163 | val_loss: 0.031171 | Time: 5369.49 ms [2022-02-03 10:23:28 main:574] : INFO : Epoch 1625 | loss: 0.0311617 | val_loss: 0.0311717 | Time: 5393.77 ms [2022-02-03 10:23:34 main:574] : INFO : Epoch 1626 | loss: 0.0311614 | val_loss: 0.0311705 | Time: 5722.46 ms [2022-02-03 10:23:39 main:574] : INFO : Epoch 1627 | loss: 0.0311604 | val_loss: 0.0311724 | Time: 5359.23 ms [2022-02-03 10:23:45 main:574] : INFO : Epoch 1628 | loss: 0.0311613 | val_loss: 0.031178 | Time: 5338.62 ms [2022-02-03 10:23:50 main:574] : INFO : Epoch 1629 | loss: 0.0311607 | val_loss: 0.0311732 | Time: 5410.67 ms [2022-02-03 10:23:56 main:574] : INFO : Epoch 1630 | loss: 0.0311601 | val_loss: 0.031174 | Time: 5659.78 ms [2022-02-03 10:24:01 main:574] : INFO : Epoch 1631 | loss: 0.0311602 | val_loss: 0.0311712 | Time: 5404.39 ms [2022-02-03 10:24:07 main:574] : INFO : Epoch 1632 | loss: 0.031162 | val_loss: 0.031175 | Time: 5369.74 ms [2022-02-03 10:24:12 main:574] : INFO : Epoch 1633 | loss: 0.0311606 | val_loss: 0.0311749 | Time: 5362.24 ms [2022-02-03 10:24:17 main:574] : INFO : Epoch 1634 | loss: 0.0311616 | val_loss: 0.031178 | Time: 5300.49 ms [2022-02-03 10:24:23 main:574] : INFO : Epoch 1635 | loss: 0.0311612 | val_loss: 0.0311728 | Time: 5327.78 ms [2022-02-03 10:24:28 main:574] : INFO : Epoch 1636 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 5416.11 ms [2022-02-03 10:24:34 main:574] : INFO : Epoch 1637 | loss: 0.031161 | val_loss: 0.0311723 | Time: 5682.38 ms [2022-02-03 10:24:39 main:574] : INFO : Epoch 1638 | loss: 0.0311648 | val_loss: 0.031174 | Time: 5318.76 ms [2022-02-03 10:24:44 main:574] : INFO : Epoch 1639 | loss: 0.0311639 | val_loss: 0.031172 | Time: 5336.84 ms [2022-02-03 10:24:50 main:574] : INFO : Epoch 1640 | loss: 0.031163 | val_loss: 0.031171 | Time: 5383.74 ms [2022-02-03 10:24:55 main:574] : INFO : Epoch 1641 | loss: 0.0311617 | val_loss: 0.0311708 | Time: 5344.45 ms [2022-02-03 10:25:00 main:574] : INFO : Epoch 1642 | loss: 0.0311614 | val_loss: 0.03117 | Time: 5336.49 ms [2022-02-03 10:25:06 main:574] : INFO : Epoch 1643 | loss: 0.0311615 | val_loss: 0.0311717 | Time: 5325.95 ms [2022-02-03 10:25:11 main:574] : INFO : Epoch 1644 | loss: 0.0311631 | val_loss: 0.0311775 | Time: 5338.84 ms [2022-02-03 10:25:17 main:574] : INFO : Epoch 1645 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 5362.88 ms [2022-02-03 10:25:22 main:574] : INFO : Epoch 1646 | loss: 0.0311605 | val_loss: 0.0311698 | Time: 5334.86 ms [2022-02-03 10:25:27 main:574] : INFO : Epoch 1647 | loss: 0.0311599 | val_loss: 0.0311718 | Time: 5358.94 ms [2022-02-03 10:25:33 main:574] : INFO : Epoch 1648 | loss: 0.0311598 | val_loss: 0.0311701 | Time: 5493.25 ms [2022-02-03 10:25:38 main:574] : INFO : Epoch 1649 | loss: 0.0311597 | val_loss: 0.0311693 | Time: 5384.23 ms [2022-02-03 10:25:44 main:574] : INFO : Epoch 1650 | loss: 0.0311587 | val_loss: 0.0311736 | Time: 6263.22 ms [2022-02-03 10:25:50 main:574] : INFO : Epoch 1651 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 5795.43 ms [2022-02-03 10:25:56 main:574] : INFO : Epoch 1652 | loss: 0.0311645 | val_loss: 0.0311716 | Time: 5330.7 ms [2022-02-03 10:26:01 main:574] : INFO : Epoch 1653 | loss: 0.0311648 | val_loss: 0.03118 | Time: 5341.46 ms [2022-02-03 10:26:06 main:574] : INFO : Epoch 1654 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 5360.14 ms [2022-02-03 10:26:12 main:574] : INFO : Epoch 1655 | loss: 0.0311641 | val_loss: 0.0311746 | Time: 5356.56 ms [2022-02-03 10:26:17 main:574] : INFO : Epoch 1656 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 5326.03 ms [2022-02-03 10:26:22 main:574] : INFO : Epoch 1657 | loss: 0.0311622 | val_loss: 0.0311689 | Time: 5343.25 ms [2022-02-03 10:26:28 main:574] : INFO : Epoch 1658 | loss: 0.0311605 | val_loss: 0.0311685 | Time: 5351.98 ms [2022-02-03 10:26:33 main:574] : INFO : Epoch 1659 | loss: 0.0311612 | val_loss: 0.0311726 | Time: 5365.88 ms [2022-02-03 10:26:38 main:574] : INFO : Epoch 1660 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 5357.93 ms [2022-02-03 10:26:44 main:574] : INFO : Epoch 1661 | loss: 0.0311611 | val_loss: 0.03117 | Time: 5399.47 ms [2022-02-03 10:26:49 main:574] : INFO : Epoch 1662 | loss: 0.0311608 | val_loss: 0.031172 | Time: 5353.89 ms [2022-02-03 10:26:54 main:574] : INFO : Epoch 1663 | loss: 0.0311607 | val_loss: 0.0311715 | Time: 5326.31 ms [2022-02-03 10:27:00 main:574] : INFO : Epoch 1664 | loss: 0.0311613 | val_loss: 0.0311713 | Time: 5370.68 ms [2022-02-03 10:27:05 main:574] : INFO : Epoch 1665 | loss: 0.031163 | val_loss: 0.0311693 | Time: 5351.65 ms [2022-02-03 10:27:11 main:574] : INFO : Epoch 1666 | loss: 0.0311624 | val_loss: 0.0311813 | Time: 5324.53 ms [2022-02-03 10:27:16 main:574] : INFO : Epoch 1667 | loss: 0.0311638 | val_loss: 0.0311736 | Time: 5377.33 ms [2022-02-03 10:27:21 main:574] : INFO : Epoch 1668 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 5354.81 ms [2022-02-03 10:27:27 main:574] : INFO : Epoch 1669 | loss: 0.0311639 | val_loss: 0.0311718 | Time: 5329.28 ms [2022-02-03 10:27:32 main:574] : INFO : Epoch 1670 | loss: 0.0311608 | val_loss: 0.0311689 | Time: 5397.68 ms [2022-02-03 10:27:37 main:574] : INFO : Epoch 1671 | loss: 0.0311583 | val_loss: 0.0311695 | Time: 5391.62 ms [2022-02-03 10:27:43 main:574] : INFO : Epoch 1672 | loss: 0.0311581 | val_loss: 0.0311714 | Time: 5321.87 ms [2022-02-03 10:27:48 main:574] : INFO : Epoch 1673 | loss: 0.0311592 | val_loss: 0.0311716 | Time: 5341.51 ms [2022-02-03 10:27:54 main:574] : INFO : Epoch 1674 | loss: 0.0311607 | val_loss: 0.0311705 | Time: 5361.63 ms [2022-02-03 10:27:59 main:574] : INFO : Epoch 1675 | loss: 0.0311601 | val_loss: 0.0311694 | Time: 5357.63 ms [2022-02-03 10:28:04 main:574] : INFO : Epoch 1676 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 5513.82 ms [2022-02-03 10:28:10 main:574] : INFO : Epoch 1677 | loss: 0.0311597 | val_loss: 0.0311723 | Time: 5902.1 ms [2022-02-03 10:28:16 main:574] : INFO : Epoch 1678 | loss: 0.0311595 | val_loss: 0.0311685 | Time: 5552.2 ms [2022-02-03 10:28:22 main:574] : INFO : Epoch 1679 | loss: 0.0311583 | val_loss: 0.0311743 | Time: 5866.28 ms [2022-02-03 10:28:27 main:574] : INFO : Epoch 1680 | loss: 0.03116 | val_loss: 0.0311693 | Time: 5406.09 ms [2022-02-03 10:28:33 main:574] : INFO : Epoch 1681 | loss: 0.0311603 | val_loss: 0.0311691 | Time: 5891.95 ms [2022-02-03 10:28:38 main:574] : INFO : Epoch 1682 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 5323.36 ms [2022-02-03 10:28:44 main:574] : INFO : Epoch 1683 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 5348.26 ms [2022-02-03 10:28:49 main:574] : INFO : Epoch 1684 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 5333.35 ms [2022-02-03 10:28:54 main:574] : INFO : Epoch 1685 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 5336.57 ms [2022-02-03 10:29:00 main:574] : INFO : Epoch 1686 | loss: 0.0311682 | val_loss: 0.0311737 | Time: 5365.35 ms [2022-02-03 10:29:05 main:574] : INFO : Epoch 1687 | loss: 0.0311682 | val_loss: 0.0311709 | Time: 5345.7 ms [2022-02-03 10:29:10 main:574] : INFO : Epoch 1688 | loss: 0.031166 | val_loss: 0.0311728 | Time: 5278.88 ms [2022-02-03 10:29:17 main:574] : INFO : Epoch 1689 | loss: 0.0311643 | val_loss: 0.0311706 | Time: 6328.74 ms [2022-02-03 10:29:22 main:574] : INFO : Epoch 1690 | loss: 0.031165 | val_loss: 0.0311708 | Time: 5456.85 ms [2022-02-03 10:29:28 main:574] : INFO : Epoch 1691 | loss: 0.0311628 | val_loss: 0.0311707 | Time: 5334.51 ms [2022-02-03 10:29:33 main:574] : INFO : Epoch 1692 | loss: 0.0311643 | val_loss: 0.0311708 | Time: 5395.95 ms [2022-02-03 10:29:38 main:574] : INFO : Epoch 1693 | loss: 0.031165 | val_loss: 0.0311735 | Time: 5355.03 ms [2022-02-03 10:29:44 main:574] : INFO : Epoch 1694 | loss: 0.031161 | val_loss: 0.0311706 | Time: 5325.55 ms [2022-02-03 10:29:49 main:574] : INFO : Epoch 1695 | loss: 0.0311612 | val_loss: 0.0311723 | Time: 5395.21 ms [2022-02-03 10:29:54 main:574] : INFO : Epoch 1696 | loss: 0.0311608 | val_loss: 0.0311699 | Time: 5347.58 ms [2022-02-03 10:30:00 main:574] : INFO : Epoch 1697 | loss: 0.0311622 | val_loss: 0.0311729 | Time: 5353.08 ms [2022-02-03 10:30:06 main:574] : INFO : Epoch 1698 | loss: 0.0311623 | val_loss: 0.0311752 | Time: 5751.02 ms [2022-02-03 10:30:11 main:574] : INFO : Epoch 1699 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 5372.62 ms [2022-02-03 10:30:16 main:574] : INFO : Epoch 1700 | loss: 0.0311634 | val_loss: 0.0311718 | Time: 5402.17 ms [2022-02-03 10:30:22 main:574] : INFO : Epoch 1701 | loss: 0.031161 | val_loss: 0.0311695 | Time: 5361.84 ms [2022-02-03 10:30:27 main:574] : INFO : Epoch 1702 | loss: 0.0311587 | val_loss: 0.03117 | Time: 5395.04 ms [2022-02-03 10:30:32 main:574] : INFO : Epoch 1703 | loss: 0.0311612 | val_loss: 0.0311691 | Time: 5358.11 ms [2022-02-03 10:30:38 main:574] : INFO : Epoch 1704 | loss: 0.0311627 | val_loss: 0.0311702 | Time: 5375.96 ms [2022-02-03 10:30:43 main:574] : INFO : Epoch 1705 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 5376.09 ms [2022-02-03 10:30:49 main:574] : INFO : Epoch 1706 | loss: 0.0311606 | val_loss: 0.0311723 | Time: 5354.22 ms [2022-02-03 10:30:54 main:574] : INFO : Epoch 1707 | loss: 0.031163 | val_loss: 0.0311706 | Time: 5428.11 ms [2022-02-03 10:30:59 main:574] : INFO : Epoch 1708 | loss: 0.0311643 | val_loss: 0.0311759 | Time: 5360.76 ms [2022-02-03 10:31:05 main:574] : INFO : Epoch 1709 | loss: 0.0311645 | val_loss: 0.0311734 | Time: 5321.23 ms [2022-02-03 10:31:10 main:574] : INFO : Epoch 1710 | loss: 0.0311605 | val_loss: 0.0311707 | Time: 5361.58 ms [2022-02-03 10:31:15 main:574] : INFO : Epoch 1711 | loss: 0.0311594 | val_loss: 0.0311688 | Time: 5363.8 ms [2022-02-03 10:31:21 main:574] : INFO : Epoch 1712 | loss: 0.0311593 | val_loss: 0.0311703 | Time: 5386.88 ms [2022-02-03 10:31:26 main:574] : INFO : Epoch 1713 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 5364.03 ms [2022-02-03 10:31:32 main:574] : INFO : Epoch 1714 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 5328.03 ms [2022-02-03 10:31:37 main:574] : INFO : Epoch 1715 | loss: 0.0311595 | val_loss: 0.0311697 | Time: 5350.94 ms [2022-02-03 10:31:42 main:574] : INFO : Epoch 1716 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 5401.97 ms [2022-02-03 10:31:48 main:574] : INFO : Epoch 1717 | loss: 0.0311591 | val_loss: 0.0311701 | Time: 5394.5 ms [2022-02-03 10:31:53 main:574] : INFO : Epoch 1718 | loss: 0.0311636 | val_loss: 0.031173 | Time: 5371.85 ms [2022-02-03 10:31:58 main:574] : INFO : Epoch 1719 | loss: 0.0311687 | val_loss: 0.0311717 | Time: 5346.35 ms [2022-02-03 10:32:05 main:574] : INFO : Epoch 1720 | loss: 0.031171 | val_loss: 0.0311706 | Time: 6284.2 ms [2022-02-03 10:32:10 main:574] : INFO : Epoch 1721 | loss: 0.0311689 | val_loss: 0.031175 | Time: 5393.47 ms [2022-02-03 10:32:16 main:574] : INFO : Epoch 1722 | loss: 0.0311648 | val_loss: 0.031171 | Time: 5333.44 ms [2022-02-03 10:32:21 main:574] : INFO : Epoch 1723 | loss: 0.0311641 | val_loss: 0.0311698 | Time: 5354.28 ms [2022-02-03 10:32:26 main:574] : INFO : Epoch 1724 | loss: 0.0311628 | val_loss: 0.0311692 | Time: 5338.03 ms [2022-02-03 10:32:32 main:574] : INFO : Epoch 1725 | loss: 0.0311626 | val_loss: 0.0311734 | Time: 5358 ms [2022-02-03 10:32:37 main:574] : INFO : Epoch 1726 | loss: 0.0311614 | val_loss: 0.0311685 | Time: 5340.31 ms [2022-02-03 10:32:42 main:574] : INFO : Epoch 1727 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 5360.42 ms [2022-02-03 10:32:48 main:574] : INFO : Epoch 1728 | loss: 0.0311612 | val_loss: 0.0311677 | Time: 5329 ms [2022-02-03 10:32:53 main:574] : INFO : Epoch 1729 | loss: 0.0311582 | val_loss: 0.0311703 | Time: 5348.17 ms [2022-02-03 10:32:58 main:574] : INFO : Epoch 1730 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 5334.29 ms [2022-02-03 10:33:04 main:574] : INFO : Epoch 1731 | loss: 0.0311579 | val_loss: 0.031169 | Time: 5498.31 ms [2022-02-03 10:33:09 main:574] : INFO : Epoch 1732 | loss: 0.0311585 | val_loss: 0.0311746 | Time: 5598.61 ms [2022-02-03 10:33:15 main:574] : INFO : Epoch 1733 | loss: 0.0311681 | val_loss: 0.031175 | Time: 5324.45 ms [2022-02-03 10:33:20 main:574] : INFO : Epoch 1734 | loss: 0.0311679 | val_loss: 0.0311718 | Time: 5349.94 ms [2022-02-03 10:33:26 main:574] : INFO : Epoch 1735 | loss: 0.0311682 | val_loss: 0.031174 | Time: 5353.77 ms [2022-02-03 10:33:31 main:574] : INFO : Epoch 1736 | loss: 0.0311693 | val_loss: 0.0311715 | Time: 5345.18 ms [2022-02-03 10:33:36 main:574] : INFO : Epoch 1737 | loss: 0.0311673 | val_loss: 0.0311711 | Time: 5315.57 ms [2022-02-03 10:33:41 main:574] : INFO : Epoch 1738 | loss: 0.0311668 | val_loss: 0.0311694 | Time: 5293.43 ms [2022-02-03 10:33:47 main:574] : INFO : Epoch 1739 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 5333.42 ms [2022-02-03 10:33:52 main:574] : INFO : Epoch 1740 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 5355.11 ms [2022-02-03 10:33:58 main:574] : INFO : Epoch 1741 | loss: 0.031164 | val_loss: 0.0311703 | Time: 5360.13 ms [2022-02-03 10:34:03 main:574] : INFO : Epoch 1742 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 5318.25 ms [2022-02-03 10:34:08 main:574] : INFO : Epoch 1743 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 5349.39 ms [2022-02-03 10:34:14 main:574] : INFO : Epoch 1744 | loss: 0.0311651 | val_loss: 0.0311701 | Time: 5318.57 ms [2022-02-03 10:34:19 main:574] : INFO : Epoch 1745 | loss: 0.0311657 | val_loss: 0.0311703 | Time: 5313.63 ms [2022-02-03 10:34:25 main:574] : INFO : Epoch 1746 | loss: 0.0311623 | val_loss: 0.0311697 | Time: 5634.66 ms [2022-02-03 10:34:30 main:574] : INFO : Epoch 1747 | loss: 0.0311626 | val_loss: 0.0311683 | Time: 5665.84 ms [2022-02-03 10:34:36 main:574] : INFO : Epoch 1748 | loss: 0.0311633 | val_loss: 0.0311678 | Time: 5891.04 ms [2022-02-03 10:34:41 main:574] : INFO : Epoch 1749 | loss: 0.0311614 | val_loss: 0.0311695 | Time: 5363.48 ms [2022-02-03 10:34:47 main:574] : INFO : Epoch 1750 | loss: 0.0311608 | val_loss: 0.0311701 | Time: 5325.56 ms [2022-02-03 10:34:52 main:574] : INFO : Epoch 1751 | loss: 0.0311604 | val_loss: 0.031172 | Time: 5324.94 ms [2022-02-03 10:34:57 main:574] : INFO : Epoch 1752 | loss: 0.0311599 | val_loss: 0.0311677 | Time: 5324.16 ms [2022-02-03 10:35:03 main:574] : INFO : Epoch 1753 | loss: 0.031159 | val_loss: 0.0311692 | Time: 5368.35 ms [2022-02-03 10:35:08 main:574] : INFO : Epoch 1754 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 5349 ms [2022-02-03 10:35:14 main:574] : INFO : Epoch 1755 | loss: 0.0311587 | val_loss: 0.0311728 | Time: 5346.04 ms [2022-02-03 10:35:19 main:574] : INFO : Epoch 1756 | loss: 0.0311602 | val_loss: 0.0311796 | Time: 5323.04 ms [2022-02-03 10:35:24 main:574] : INFO : Epoch 1757 | loss: 0.0311613 | val_loss: 0.0311723 | Time: 5345.07 ms [2022-02-03 10:35:30 main:574] : INFO : Epoch 1758 | loss: 0.0311587 | val_loss: 0.0311718 | Time: 5343.38 ms [2022-02-03 10:35:35 main:574] : INFO : Epoch 1759 | loss: 0.0311591 | val_loss: 0.031172 | Time: 5365.74 ms [2022-02-03 10:35:40 main:574] : INFO : Epoch 1760 | loss: 0.0311582 | val_loss: 0.0311719 | Time: 5355.39 ms [2022-02-03 10:35:46 main:574] : INFO : Epoch 1761 | loss: 0.0311573 | val_loss: 0.0311714 | Time: 5369.24 ms [2022-02-03 10:35:51 main:574] : INFO : Epoch 1762 | loss: 0.031157 | val_loss: 0.0311713 | Time: 5397.75 ms [2022-02-03 10:35:56 main:574] : INFO : Epoch 1763 | loss: 0.0311572 | val_loss: 0.0311698 | Time: 5347.93 ms [2022-02-03 10:36:02 main:574] : INFO : Epoch 1764 | loss: 0.0311564 | val_loss: 0.0311692 | Time: 5391.85 ms [2022-02-03 10:36:07 main:574] : INFO : Epoch 1765 | loss: 0.0311568 | val_loss: 0.031169 | Time: 5397.94 ms [2022-02-03 10:36:13 main:574] : INFO : Epoch 1766 | loss: 0.0311573 | val_loss: 0.0311701 | Time: 5505.62 ms [2022-02-03 10:36:18 main:574] : INFO : Epoch 1767 | loss: 0.0311575 | val_loss: 0.0311691 | Time: 5735.57 ms [2022-02-03 10:36:24 main:574] : INFO : Epoch 1768 | loss: 0.0311575 | val_loss: 0.0311698 | Time: 5919.34 ms [2022-02-03 10:36:30 main:574] : INFO : Epoch 1769 | loss: 0.0311575 | val_loss: 0.0311678 | Time: 6007.3 ms [2022-02-03 10:36:36 main:574] : INFO : Epoch 1770 | loss: 0.0311585 | val_loss: 0.0311666 | Time: 5355.51 ms [2022-02-03 10:36:41 main:574] : INFO : Epoch 1771 | loss: 0.031158 | val_loss: 0.0311675 | Time: 5370.85 ms [2022-02-03 10:36:47 main:574] : INFO : Epoch 1772 | loss: 0.0311563 | val_loss: 0.0311697 | Time: 5416.83 ms [2022-02-03 10:36:52 main:574] : INFO : Epoch 1773 | loss: 0.0311566 | val_loss: 0.0311694 | Time: 5339.38 ms [2022-02-03 10:36:57 main:574] : INFO : Epoch 1774 | loss: 0.0311562 | val_loss: 0.0311689 | Time: 5399.97 ms [2022-02-03 10:37:03 main:574] : INFO : Epoch 1775 | loss: 0.0311561 | val_loss: 0.0311743 | Time: 5405.63 ms [2022-02-03 10:37:08 main:574] : INFO : Epoch 1776 | loss: 0.0311569 | val_loss: 0.0311693 | Time: 5577.4 ms [2022-02-03 10:37:14 main:574] : INFO : Epoch 1777 | loss: 0.0311578 | val_loss: 0.0311756 | Time: 5336.38 ms [2022-02-03 10:37:19 main:574] : INFO : Epoch 1778 | loss: 0.031157 | val_loss: 0.0311694 | Time: 5341.6 ms [2022-02-03 10:37:24 main:574] : INFO : Epoch 1779 | loss: 0.0311603 | val_loss: 0.0311681 | Time: 5371.8 ms [2022-02-03 10:37:30 main:574] : INFO : Epoch 1780 | loss: 0.0311615 | val_loss: 0.0311689 | Time: 5713.19 ms [2022-02-03 10:37:36 main:574] : INFO : Epoch 1781 | loss: 0.0311611 | val_loss: 0.0311669 | Time: 5392.26 ms [2022-02-03 10:37:41 main:574] : INFO : Epoch 1782 | loss: 0.031159 | val_loss: 0.0311665 | Time: 5506.57 ms [2022-02-03 10:37:46 main:574] : INFO : Epoch 1783 | loss: 0.0311586 | val_loss: 0.0311664 | Time: 5329.43 ms [2022-02-03 10:37:52 main:574] : INFO : Epoch 1784 | loss: 0.0311587 | val_loss: 0.0311658 | Time: 5348.17 ms [2022-02-03 10:37:57 main:574] : INFO : Epoch 1785 | loss: 0.0311587 | val_loss: 0.0311682 | Time: 5326.21 ms [2022-02-03 10:38:02 main:574] : INFO : Epoch 1786 | loss: 0.0311607 | val_loss: 0.0311694 | Time: 5362.24 ms [2022-02-03 10:38:08 main:574] : INFO : Epoch 1787 | loss: 0.0311586 | val_loss: 0.0311662 | Time: 5369.15 ms [2022-02-03 10:38:13 main:574] : INFO : Epoch 1788 | loss: 0.0311591 | val_loss: 0.0311746 | Time: 5331.16 ms [2022-02-03 10:38:19 main:574] : INFO : Epoch 1789 | loss: 0.0311589 | val_loss: 0.0311689 | Time: 5311.32 ms [2022-02-03 10:38:24 main:574] : INFO : Epoch 1790 | loss: 0.0311578 | val_loss: 0.0311666 | Time: 5363.32 ms [2022-02-03 10:38:29 main:574] : INFO : Epoch 1791 | loss: 0.0311579 | val_loss: 0.0311667 | Time: 5463.8 ms [2022-02-03 10:38:35 main:574] : INFO : Epoch 1792 | loss: 0.0311582 | val_loss: 0.0311691 | Time: 5505.39 ms [2022-02-03 10:38:40 main:574] : INFO : Epoch 1793 | loss: 0.03116 | val_loss: 0.0311684 | Time: 5376.78 ms [2022-02-03 10:38:46 main:574] : INFO : Epoch 1794 | loss: 0.0311615 | val_loss: 0.0311699 | Time: 5430.03 ms [2022-02-03 10:38:52 main:574] : INFO : Epoch 1795 | loss: 0.0311594 | val_loss: 0.0311686 | Time: 6155.71 ms [2022-02-03 10:38:58 main:574] : INFO : Epoch 1796 | loss: 0.0311579 | val_loss: 0.0311676 | Time: 6156.63 ms [2022-02-03 10:39:04 main:574] : INFO : Epoch 1797 | loss: 0.0311568 | val_loss: 0.0311688 | Time: 6322.75 ms [2022-02-03 10:39:10 main:574] : INFO : Epoch 1798 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 5344.51 ms [2022-02-03 10:39:15 main:574] : INFO : Epoch 1799 | loss: 0.0311559 | val_loss: 0.03117 | Time: 5304.95 ms [2022-02-03 10:39:20 main:574] : INFO : Epoch 1800 | loss: 0.0311554 | val_loss: 0.0311671 | Time: 5349.01 ms [2022-02-03 10:39:26 main:574] : INFO : Epoch 1801 | loss: 0.0311555 | val_loss: 0.0311744 | Time: 5821.33 ms [2022-02-03 10:39:32 main:574] : INFO : Epoch 1802 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 5760.47 ms [2022-02-03 10:39:37 main:574] : INFO : Epoch 1803 | loss: 0.031157 | val_loss: 0.0311692 | Time: 5510.36 ms [2022-02-03 10:39:43 main:574] : INFO : Epoch 1804 | loss: 0.0311567 | val_loss: 0.0311691 | Time: 5397.75 ms [2022-02-03 10:39:48 main:574] : INFO : Epoch 1805 | loss: 0.0311583 | val_loss: 0.0311696 | Time: 5357.9 ms [2022-02-03 10:39:54 main:574] : INFO : Epoch 1806 | loss: 0.0311577 | val_loss: 0.0311682 | Time: 5352.9 ms [2022-02-03 10:39:59 main:574] : INFO : Epoch 1807 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 5357.59 ms [2022-02-03 10:40:04 main:574] : INFO : Epoch 1808 | loss: 0.0311582 | val_loss: 0.0311679 | Time: 5410.39 ms [2022-02-03 10:40:10 main:574] : INFO : Epoch 1809 | loss: 0.031159 | val_loss: 0.0311685 | Time: 5421.66 ms [2022-02-03 10:40:15 main:574] : INFO : Epoch 1810 | loss: 0.0311575 | val_loss: 0.0311692 | Time: 5383.95 ms [2022-02-03 10:40:21 main:574] : INFO : Epoch 1811 | loss: 0.0311604 | val_loss: 0.0311696 | Time: 5692.23 ms [2022-02-03 10:40:26 main:574] : INFO : Epoch 1812 | loss: 0.0311627 | val_loss: 0.0311674 | Time: 5422.11 ms [2022-02-03 10:40:32 main:574] : INFO : Epoch 1813 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 5589.39 ms [2022-02-03 10:40:37 main:574] : INFO : Epoch 1814 | loss: 0.0311611 | val_loss: 0.031171 | Time: 5504.44 ms [2022-02-03 10:40:43 main:574] : INFO : Epoch 1815 | loss: 0.0311603 | val_loss: 0.0311687 | Time: 5782.12 ms [2022-02-03 10:40:49 main:574] : INFO : Epoch 1816 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 5896.04 ms [2022-02-03 10:40:55 main:574] : INFO : Epoch 1817 | loss: 0.0311604 | val_loss: 0.0311696 | Time: 5355.77 ms [2022-02-03 10:41:00 main:574] : INFO : Epoch 1818 | loss: 0.03116 | val_loss: 0.0311696 | Time: 5385.35 ms [2022-02-03 10:41:05 main:574] : INFO : Epoch 1819 | loss: 0.0311625 | val_loss: 0.0311716 | Time: 5379.53 ms [2022-02-03 10:41:11 main:574] : INFO : Epoch 1820 | loss: 0.0311616 | val_loss: 0.0311704 | Time: 5348.52 ms [2022-02-03 10:41:16 main:574] : INFO : Epoch 1821 | loss: 0.0311609 | val_loss: 0.0311695 | Time: 5351.28 ms [2022-02-03 10:41:21 main:574] : INFO : Epoch 1822 | loss: 0.0311595 | val_loss: 0.0311686 | Time: 5319.6 ms [2022-02-03 10:41:27 main:574] : INFO : Epoch 1823 | loss: 0.0311594 | val_loss: 0.0311706 | Time: 5315.65 ms [2022-02-03 10:41:32 main:574] : INFO : Epoch 1824 | loss: 0.0311589 | val_loss: 0.031171 | Time: 5325.28 ms [2022-02-03 10:41:37 main:574] : INFO : Epoch 1825 | loss: 0.0311595 | val_loss: 0.0311715 | Time: 5315.07 ms [2022-02-03 10:41:43 main:574] : INFO : Epoch 1826 | loss: 0.0311615 | val_loss: 0.0311694 | Time: 5372.33 ms [2022-02-03 10:41:48 main:574] : INFO : Epoch 1827 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 5353.41 ms [2022-02-03 10:41:53 main:574] : INFO : Epoch 1828 | loss: 0.0311585 | val_loss: 0.0311722 | Time: 5357.83 ms [2022-02-03 10:41:59 main:574] : INFO : Epoch 1829 | loss: 0.0311598 | val_loss: 0.0311701 | Time: 5366.54 ms [2022-02-03 10:42:04 main:574] : INFO : Epoch 1830 | loss: 0.0311577 | val_loss: 0.031175 | Time: 5381.15 ms [2022-02-03 10:42:10 main:574] : INFO : Epoch 1831 | loss: 0.0311579 | val_loss: 0.031171 | Time: 5322.98 ms [2022-02-03 10:42:15 main:574] : INFO : Epoch 1832 | loss: 0.0311586 | val_loss: 0.031169 | Time: 5368.75 ms [2022-02-03 10:42:20 main:574] : INFO : Epoch 1833 | loss: 0.0311639 | val_loss: 0.0311775 | Time: 5367.54 ms [2022-02-03 10:42:26 main:574] : INFO : Epoch 1834 | loss: 0.0315122 | val_loss: 0.0314666 | Time: 5338.72 ms [2022-02-03 10:42:31 main:574] : INFO : Epoch 1835 | loss: 0.0402161 | val_loss: 0.0328922 | Time: 5707.12 ms [2022-02-03 10:42:37 main:574] : INFO : Epoch 1836 | loss: 0.0419806 | val_loss: 0.0595024 | Time: 5382.04 ms [2022-02-03 10:42:42 main:574] : INFO : Epoch 1837 | loss: 0.0365593 | val_loss: 0.0320183 | Time: 5329.85 ms [2022-02-03 10:42:47 main:574] : INFO : Epoch 1838 | loss: 0.0317314 | val_loss: 0.0314984 | Time: 5302.56 ms [2022-02-03 10:42:53 main:574] : INFO : Epoch 1839 | loss: 0.0313455 | val_loss: 0.0312729 | Time: 5361.6 ms [2022-02-03 10:42:58 main:574] : INFO : Epoch 1840 | loss: 0.031274 | val_loss: 0.0312661 | Time: 5315.43 ms [2022-02-03 10:43:03 main:574] : INFO : Epoch 1841 | loss: 0.0312612 | val_loss: 0.0312583 | Time: 5352.51 ms [2022-02-03 10:43:09 main:574] : INFO : Epoch 1842 | loss: 0.0312536 | val_loss: 0.031252 | Time: 5403.24 ms [2022-02-03 10:43:14 main:574] : INFO : Epoch 1843 | loss: 0.0312536 | val_loss: 0.0312515 | Time: 5355.94 ms [2022-02-03 10:43:20 main:574] : INFO : Epoch 1844 | loss: 0.0312534 | val_loss: 0.0312533 | Time: 5427.39 ms [2022-02-03 10:43:26 main:574] : INFO : Epoch 1845 | loss: 0.0312523 | val_loss: 0.0312512 | Time: 6181.17 ms [2022-02-03 10:43:31 main:574] : INFO : Epoch 1846 | loss: 0.0312493 | val_loss: 0.0312482 | Time: 5313.55 ms [2022-02-03 10:43:36 main:574] : INFO : Epoch 1847 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5382.47 ms [2022-02-03 10:43:42 main:574] : INFO : Epoch 1848 | loss: 0.0312551 | val_loss: 0.0312465 | Time: 5662.4 ms [2022-02-03 10:43:48 main:574] : INFO : Epoch 1849 | loss: 0.0312478 | val_loss: 0.031252 | Time: 6000 ms [2022-02-03 10:43:55 main:574] : INFO : Epoch 1850 | loss: 0.0312478 | val_loss: 0.0312512 | Time: 6455.63 ms [2022-02-03 10:44:00 main:574] : INFO : Epoch 1851 | loss: 0.0312498 | val_loss: 0.031245 | Time: 5665.63 ms [2022-02-03 10:44:06 main:574] : INFO : Epoch 1852 | loss: 0.0312445 | val_loss: 0.0312471 | Time: 5379.61 ms [2022-02-03 10:44:11 main:574] : INFO : Epoch 1853 | loss: 0.0312431 | val_loss: 0.0312422 | Time: 5329.01 ms [2022-02-03 10:44:17 main:574] : INFO : Epoch 1854 | loss: 0.0312444 | val_loss: 0.031242 | Time: 5896.04 ms [2022-02-03 10:44:22 main:574] : INFO : Epoch 1855 | loss: 0.0312482 | val_loss: 0.0312403 | Time: 5549.23 ms [2022-02-03 10:44:28 main:574] : INFO : Epoch 1856 | loss: 0.0312458 | val_loss: 0.0312398 | Time: 5407.1 ms [2022-02-03 10:44:33 main:574] : INFO : Epoch 1857 | loss: 0.0312404 | val_loss: 0.0312467 | Time: 5362.83 ms [2022-02-03 10:44:39 main:574] : INFO : Epoch 1858 | loss: 0.0312412 | val_loss: 0.0312419 | Time: 5378.17 ms [2022-02-03 10:44:44 main:574] : INFO : Epoch 1859 | loss: 0.0312479 | val_loss: 0.0312371 | Time: 5325.98 ms [2022-02-03 10:44:49 main:574] : INFO : Epoch 1860 | loss: 0.0312462 | val_loss: 0.0312425 | Time: 5380.63 ms [2022-02-03 10:44:55 main:574] : INFO : Epoch 1861 | loss: 0.0312377 | val_loss: 0.0312334 | Time: 5355.22 ms [2022-02-03 10:45:00 main:574] : INFO : Epoch 1862 | loss: 0.0312344 | val_loss: 0.0312353 | Time: 5326.05 ms [2022-02-03 10:45:05 main:574] : INFO : Epoch 1863 | loss: 0.0312347 | val_loss: 0.0312316 | Time: 5331.3 ms [2022-02-03 10:45:11 main:574] : INFO : Epoch 1864 | loss: 0.0312325 | val_loss: 0.0312295 | Time: 5330.85 ms [2022-02-03 10:45:16 main:574] : INFO : Epoch 1865 | loss: 0.03123 | val_loss: 0.0312321 | Time: 5338.72 ms [2022-02-03 10:45:21 main:574] : INFO : Epoch 1866 | loss: 0.031232 | val_loss: 0.0312257 | Time: 5354.76 ms [2022-02-03 10:45:27 main:574] : INFO : Epoch 1867 | loss: 0.0312279 | val_loss: 0.0312255 | Time: 5349.4 ms [2022-02-03 10:45:32 main:574] : INFO : Epoch 1868 | loss: 0.031225 | val_loss: 0.0312226 | Time: 5376.02 ms [2022-02-03 10:45:38 main:574] : INFO : Epoch 1869 | loss: 0.0312219 | val_loss: 0.0312215 | Time: 5369.97 ms [2022-02-03 10:45:43 main:574] : INFO : Epoch 1870 | loss: 0.0312277 | val_loss: 0.0312476 | Time: 5313.88 ms [2022-02-03 10:45:48 main:574] : INFO : Epoch 1871 | loss: 0.0312194 | val_loss: 0.0312164 | Time: 5369.84 ms [2022-02-03 10:45:54 main:574] : INFO : Epoch 1872 | loss: 0.0312236 | val_loss: 0.0312123 | Time: 5340.59 ms [2022-02-03 10:45:59 main:574] : INFO : Epoch 1873 | loss: 0.031226 | val_loss: 0.0312106 | Time: 5438 ms [2022-02-03 10:46:04 main:574] : INFO : Epoch 1874 | loss: 0.0312144 | val_loss: 0.0312096 | Time: 5342.75 ms [2022-02-03 10:46:10 main:574] : INFO : Epoch 1875 | loss: 0.0312079 | val_loss: 0.031207 | Time: 5368.44 ms [2022-02-03 10:46:15 main:574] : INFO : Epoch 1876 | loss: 0.031209 | val_loss: 0.0312058 | Time: 5515.43 ms [2022-02-03 10:46:21 main:574] : INFO : Epoch 1877 | loss: 0.0312155 | val_loss: 0.0312074 | Time: 5406.84 ms [2022-02-03 10:46:26 main:574] : INFO : Epoch 1878 | loss: 0.0312227 | val_loss: 0.0312029 | Time: 5331.55 ms [2022-02-03 10:46:31 main:574] : INFO : Epoch 1879 | loss: 0.0312109 | val_loss: 0.0312133 | Time: 5312.45 ms [2022-02-03 10:46:37 main:574] : INFO : Epoch 1880 | loss: 0.0312028 | val_loss: 0.0312029 | Time: 5333 ms [2022-02-03 10:46:42 main:574] : INFO : Epoch 1881 | loss: 0.0312017 | val_loss: 0.0312115 | Time: 5331.72 ms [2022-02-03 10:46:47 main:574] : INFO : Epoch 1882 | loss: 0.0312061 | val_loss: 0.0312025 | Time: 5329.06 ms [2022-02-03 10:46:53 main:574] : INFO : Epoch 1883 | loss: 0.0311993 | val_loss: 0.0312058 | Time: 5587.13 ms [2022-02-03 10:46:58 main:574] : INFO : Epoch 1884 | loss: 0.0312035 | val_loss: 0.0311983 | Time: 5333.89 ms [2022-02-03 10:47:04 main:574] : INFO : Epoch 1885 | loss: 0.031196 | val_loss: 0.0312019 | Time: 5416.72 ms [2022-02-03 10:47:09 main:574] : INFO : Epoch 1886 | loss: 0.0311985 | val_loss: 0.0311981 | Time: 5369.09 ms [2022-02-03 10:47:15 main:574] : INFO : Epoch 1887 | loss: 0.0311948 | val_loss: 0.0311954 | Time: 5394.57 ms [2022-02-03 10:47:20 main:574] : INFO : Epoch 1888 | loss: 0.0311944 | val_loss: 0.0311943 | Time: 5390.48 ms [2022-02-03 10:47:25 main:574] : INFO : Epoch 1889 | loss: 0.0311898 | val_loss: 0.0311953 | Time: 5345.87 ms [2022-02-03 10:47:31 main:574] : INFO : Epoch 1890 | loss: 0.0311899 | val_loss: 0.0311944 | Time: 5343.64 ms [2022-02-03 10:47:36 main:574] : INFO : Epoch 1891 | loss: 0.0311903 | val_loss: 0.0312024 | Time: 5348.26 ms [2022-02-03 10:47:41 main:574] : INFO : Epoch 1892 | loss: 0.0311917 | val_loss: 0.0311905 | Time: 5345.48 ms [2022-02-03 10:47:47 main:574] : INFO : Epoch 1893 | loss: 0.0311952 | val_loss: 0.031189 | Time: 5345.88 ms [2022-02-03 10:47:52 main:574] : INFO : Epoch 1894 | loss: 0.0311954 | val_loss: 0.0311969 | Time: 5354.77 ms [2022-02-03 10:47:58 main:574] : INFO : Epoch 1895 | loss: 0.0311933 | val_loss: 0.0311905 | Time: 5396.6 ms [2022-02-03 10:48:03 main:574] : INFO : Epoch 1896 | loss: 0.0312014 | val_loss: 0.0311912 | Time: 5771.84 ms [2022-02-03 10:48:09 main:574] : INFO : Epoch 1897 | loss: 0.0311945 | val_loss: 0.0311971 | Time: 5702.35 ms [2022-02-03 10:48:14 main:574] : INFO : Epoch 1898 | loss: 0.0311951 | val_loss: 0.0311995 | Time: 5435.73 ms [2022-02-03 10:48:20 main:574] : INFO : Epoch 1899 | loss: 0.0311894 | val_loss: 0.031199 | Time: 5368.98 ms [2022-02-03 10:48:25 main:574] : INFO : Epoch 1900 | loss: 0.0312029 | val_loss: 0.0312196 | Time: 5427.83 ms [2022-02-03 10:48:31 main:574] : INFO : Epoch 1901 | loss: 0.0312013 | val_loss: 0.0312097 | Time: 5403.35 ms [2022-02-03 10:48:36 main:574] : INFO : Epoch 1902 | loss: 0.0311965 | val_loss: 0.0311851 | Time: 5356.71 ms [2022-02-03 10:48:41 main:574] : INFO : Epoch 1903 | loss: 0.0311859 | val_loss: 0.0311848 | Time: 5344.19 ms [2022-02-03 10:48:47 main:574] : INFO : Epoch 1904 | loss: 0.0311824 | val_loss: 0.0311822 | Time: 5389.32 ms [2022-02-03 10:48:52 main:574] : INFO : Epoch 1905 | loss: 0.0311863 | val_loss: 0.0311846 | Time: 5382.8 ms [2022-02-03 10:48:58 main:574] : INFO : Epoch 1906 | loss: 0.031183 | val_loss: 0.0311828 | Time: 5533.27 ms [2022-02-03 10:49:03 main:574] : INFO : Epoch 1907 | loss: 0.0311801 | val_loss: 0.0311834 | Time: 5383.39 ms [2022-02-03 10:49:08 main:574] : INFO : Epoch 1908 | loss: 0.0311807 | val_loss: 0.0311867 | Time: 5343.69 ms [2022-02-03 10:49:14 main:574] : INFO : Epoch 1909 | loss: 0.0311865 | val_loss: 0.0311901 | Time: 5380.68 ms [2022-02-03 10:49:19 main:574] : INFO : Epoch 1910 | loss: 0.031181 | val_loss: 0.0311825 | Time: 5369.64 ms [2022-02-03 10:49:25 main:574] : INFO : Epoch 1911 | loss: 0.0311783 | val_loss: 0.0311805 | Time: 5353.06 ms [2022-02-03 10:49:30 main:574] : INFO : Epoch 1912 | loss: 0.0311778 | val_loss: 0.0311787 | Time: 5532.4 ms [2022-02-03 10:49:36 main:574] : INFO : Epoch 1913 | loss: 0.0311809 | val_loss: 0.0311941 | Time: 5571.47 ms [2022-02-03 10:49:42 main:574] : INFO : Epoch 1914 | loss: 0.0311798 | val_loss: 0.031181 | Time: 6101.59 ms [2022-02-03 10:49:47 main:574] : INFO : Epoch 1915 | loss: 0.0311773 | val_loss: 0.0311883 | Time: 5462.4 ms [2022-02-03 10:49:53 main:574] : INFO : Epoch 1916 | loss: 0.0311854 | val_loss: 0.0311909 | Time: 5550.21 ms [2022-02-03 10:49:58 main:574] : INFO : Epoch 1917 | loss: 0.0311816 | val_loss: 0.0311886 | Time: 5313.02 ms [2022-02-03 10:50:03 main:574] : INFO : Epoch 1918 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 5327.59 ms [2022-02-03 10:50:09 main:574] : INFO : Epoch 1919 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 5358.28 ms [2022-02-03 10:50:14 main:574] : INFO : Epoch 1920 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 5313.81 ms [2022-02-03 10:50:19 main:574] : INFO : Epoch 1921 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 5299.09 ms [2022-02-03 10:50:25 main:574] : INFO : Epoch 1922 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 5336.14 ms [2022-02-03 10:50:30 main:574] : INFO : Epoch 1923 | loss: 0.0311714 | val_loss: 0.0311791 | Time: 5317.14 ms [2022-02-03 10:50:36 main:574] : INFO : Epoch 1924 | loss: 0.031172 | val_loss: 0.0311798 | Time: 5362.71 ms [2022-02-03 10:50:41 main:574] : INFO : Epoch 1925 | loss: 0.0311733 | val_loss: 0.0311894 | Time: 5334.15 ms [2022-02-03 10:50:46 main:574] : INFO : Epoch 1926 | loss: 0.0311784 | val_loss: 0.0311904 | Time: 5301.42 ms [2022-02-03 10:50:51 main:574] : INFO : Epoch 1927 | loss: 0.0311777 | val_loss: 0.031177 | Time: 5323.38 ms [2022-02-03 10:50:57 main:574] : INFO : Epoch 1928 | loss: 0.0311737 | val_loss: 0.0311762 | Time: 5334.67 ms [2022-02-03 10:51:02 main:574] : INFO : Epoch 1929 | loss: 0.0311718 | val_loss: 0.0311832 | Time: 5357.41 ms [2022-02-03 10:51:08 main:574] : INFO : Epoch 1930 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 5339.36 ms [2022-02-03 10:51:13 main:574] : INFO : Epoch 1931 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 5388.31 ms [2022-02-03 10:51:18 main:574] : INFO : Epoch 1932 | loss: 0.0311717 | val_loss: 0.0311841 | Time: 5385.87 ms [2022-02-03 10:51:24 main:574] : INFO : Epoch 1933 | loss: 0.0311787 | val_loss: 0.0311837 | Time: 5354.65 ms [2022-02-03 10:51:29 main:574] : INFO : Epoch 1934 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 5571.6 ms [2022-02-03 10:51:35 main:574] : INFO : Epoch 1935 | loss: 0.0311746 | val_loss: 0.0311764 | Time: 6030.16 ms [2022-02-03 10:51:41 main:574] : INFO : Epoch 1936 | loss: 0.0311728 | val_loss: 0.0311729 | Time: 5702.8 ms [2022-02-03 10:51:46 main:574] : INFO : Epoch 1937 | loss: 0.0311718 | val_loss: 0.0311813 | Time: 5415.84 ms [2022-02-03 10:51:52 main:574] : INFO : Epoch 1938 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 5348.41 ms [2022-02-03 10:51:57 main:574] : INFO : Epoch 1939 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 5354.08 ms [2022-02-03 10:52:03 main:574] : INFO : Epoch 1940 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 5381.53 ms [2022-02-03 10:52:08 main:574] : INFO : Epoch 1941 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 5319.65 ms [2022-02-03 10:52:13 main:574] : INFO : Epoch 1942 | loss: 0.0311702 | val_loss: 0.0311849 | Time: 5347.21 ms [2022-02-03 10:52:19 main:574] : INFO : Epoch 1943 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 5520.4 ms [2022-02-03 10:52:25 main:574] : INFO : Epoch 1944 | loss: 0.0311672 | val_loss: 0.0311751 | Time: 5770.91 ms [2022-02-03 10:52:30 main:574] : INFO : Epoch 1945 | loss: 0.0311671 | val_loss: 0.031175 | Time: 5629.24 ms [2022-02-03 10:52:36 main:574] : INFO : Epoch 1946 | loss: 0.0311676 | val_loss: 0.0311744 | Time: 5713.91 ms [2022-02-03 10:52:41 main:574] : INFO : Epoch 1947 | loss: 0.0311676 | val_loss: 0.0311744 | Time: 5477.91 ms [2022-02-03 10:52:47 main:574] : INFO : Epoch 1948 | loss: 0.0311679 | val_loss: 0.0311765 | Time: 6109.44 ms [2022-02-03 10:52:53 main:574] : INFO : Epoch 1949 | loss: 0.0311715 | val_loss: 0.0311775 | Time: 5491.54 ms [2022-02-03 10:52:58 main:574] : INFO : Epoch 1950 | loss: 0.0311683 | val_loss: 0.0311833 | Time: 5346.28 ms [2022-02-03 10:53:04 main:574] : INFO : Epoch 1951 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 5690.25 ms [2022-02-03 10:53:09 main:574] : INFO : Epoch 1952 | loss: 0.0311691 | val_loss: 0.0311761 | Time: 5321.8 ms [2022-02-03 10:53:15 main:574] : INFO : Epoch 1953 | loss: 0.0311711 | val_loss: 0.0311724 | Time: 5620.26 ms [2022-02-03 10:53:20 main:574] : INFO : Epoch 1954 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 5306.31 ms [2022-02-03 10:53:26 main:574] : INFO : Epoch 1955 | loss: 0.031175 | val_loss: 0.0311754 | Time: 5531.27 ms [2022-02-03 10:53:31 main:574] : INFO : Epoch 1956 | loss: 0.031174 | val_loss: 0.0311748 | Time: 5357.96 ms [2022-02-03 10:53:37 main:574] : INFO : Epoch 1957 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 6014.32 ms [2022-02-03 10:53:43 main:574] : INFO : Epoch 1958 | loss: 0.0311737 | val_loss: 0.0311791 | Time: 5732.13 ms [2022-02-03 10:53:48 main:574] : INFO : Epoch 1959 | loss: 0.0311715 | val_loss: 0.0311779 | Time: 5356.03 ms [2022-02-03 10:53:54 main:574] : INFO : Epoch 1960 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 5767.79 ms [2022-02-03 10:54:00 main:574] : INFO : Epoch 1961 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 6331.46 ms [2022-02-03 10:54:06 main:574] : INFO : Epoch 1962 | loss: 0.0311697 | val_loss: 0.031177 | Time: 5675.12 ms [2022-02-03 10:54:11 main:574] : INFO : Epoch 1963 | loss: 0.0311702 | val_loss: 0.031174 | Time: 5373.47 ms [2022-02-03 10:54:17 main:574] : INFO : Epoch 1964 | loss: 0.0311723 | val_loss: 0.0311889 | Time: 5508.02 ms [2022-02-03 10:54:23 main:574] : INFO : Epoch 1965 | loss: 0.0311715 | val_loss: 0.0311749 | Time: 5653.06 ms [2022-02-03 10:54:28 main:574] : INFO : Epoch 1966 | loss: 0.0311687 | val_loss: 0.0311743 | Time: 5388.45 ms [2022-02-03 10:54:33 main:574] : INFO : Epoch 1967 | loss: 0.031167 | val_loss: 0.031174 | Time: 5328.72 ms [2022-02-03 10:54:39 main:574] : INFO : Epoch 1968 | loss: 0.0311704 | val_loss: 0.031178 | Time: 5370.31 ms [2022-02-03 10:54:44 main:574] : INFO : Epoch 1969 | loss: 0.0311671 | val_loss: 0.0311734 | Time: 5331.86 ms [2022-02-03 10:54:50 main:574] : INFO : Epoch 1970 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 5539.8 ms [2022-02-03 10:54:55 main:574] : INFO : Epoch 1971 | loss: 0.0311657 | val_loss: 0.0311734 | Time: 5529.3 ms [2022-02-03 10:55:01 main:574] : INFO : Epoch 1972 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 5445.52 ms [2022-02-03 10:55:06 main:574] : INFO : Epoch 1973 | loss: 0.0311645 | val_loss: 0.0311736 | Time: 5444.09 ms [2022-02-03 10:55:11 main:574] : INFO : Epoch 1974 | loss: 0.0311638 | val_loss: 0.0311745 | Time: 5356.98 ms [2022-02-03 10:55:17 main:574] : INFO : Epoch 1975 | loss: 0.0311648 | val_loss: 0.0311784 | Time: 5363.04 ms [2022-02-03 10:55:22 main:574] : INFO : Epoch 1976 | loss: 0.0311648 | val_loss: 0.031176 | Time: 5312.86 ms [2022-02-03 10:55:27 main:574] : INFO : Epoch 1977 | loss: 0.0311657 | val_loss: 0.031182 | Time: 5344.5 ms [2022-02-03 10:55:33 main:574] : INFO : Epoch 1978 | loss: 0.0311673 | val_loss: 0.0311752 | Time: 5323.94 ms [2022-02-03 10:55:38 main:574] : INFO : Epoch 1979 | loss: 0.031166 | val_loss: 0.0311734 | Time: 5343.02 ms [2022-02-03 10:55:43 main:574] : INFO : Epoch 1980 | loss: 0.0311651 | val_loss: 0.0311757 | Time: 5337.97 ms [2022-02-03 10:55:49 main:574] : INFO : Epoch 1981 | loss: 0.0311657 | val_loss: 0.0311756 | Time: 5590.23 ms [2022-02-03 10:55:55 main:574] : INFO : Epoch 1982 | loss: 0.0311669 | val_loss: 0.0311776 | Time: 5909.22 ms [2022-02-03 10:56:00 main:574] : INFO : Epoch 1983 | loss: 0.0311665 | val_loss: 0.0311765 | Time: 5356.5 ms [2022-02-03 10:56:06 main:574] : INFO : Epoch 1984 | loss: 0.0311662 | val_loss: 0.0311768 | Time: 5383.56 ms [2022-02-03 10:56:11 main:574] : INFO : Epoch 1985 | loss: 0.0311683 | val_loss: 0.0311873 | Time: 5366.22 ms [2022-02-03 10:56:17 main:574] : INFO : Epoch 1986 | loss: 0.0311697 | val_loss: 0.0311811 | Time: 5410 ms [2022-02-03 10:56:22 main:574] : INFO : Epoch 1987 | loss: 0.0311685 | val_loss: 0.0311758 | Time: 5560.52 ms [2022-02-03 10:56:27 main:574] : INFO : Epoch 1988 | loss: 0.0311657 | val_loss: 0.0311756 | Time: 5367.01 ms [2022-02-03 10:56:33 main:574] : INFO : Epoch 1989 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 5343 ms [2022-02-03 10:56:38 main:574] : INFO : Epoch 1990 | loss: 0.0311671 | val_loss: 0.031177 | Time: 5351.47 ms [2022-02-03 10:56:44 main:574] : INFO : Epoch 1991 | loss: 0.0311649 | val_loss: 0.0311762 | Time: 5332.12 ms [2022-02-03 10:56:49 main:574] : INFO : Epoch 1992 | loss: 0.0311648 | val_loss: 0.0311749 | Time: 5363.56 ms [2022-02-03 10:56:54 main:574] : INFO : Epoch 1993 | loss: 0.0311636 | val_loss: 0.0311754 | Time: 5375.44 ms [2022-02-03 10:57:00 main:574] : INFO : Epoch 1994 | loss: 0.031164 | val_loss: 0.0311769 | Time: 5466.78 ms [2022-02-03 10:57:05 main:574] : INFO : Epoch 1995 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 5491.64 ms [2022-02-03 10:57:11 main:574] : INFO : Epoch 1996 | loss: 0.0311644 | val_loss: 0.0311756 | Time: 5296.16 ms [2022-02-03 10:57:16 main:574] : INFO : Epoch 1997 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 5325.23 ms [2022-02-03 10:57:21 main:574] : INFO : Epoch 1998 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 5356.79 ms [2022-02-03 10:57:27 main:574] : INFO : Epoch 1999 | loss: 0.0311705 | val_loss: 0.0311773 | Time: 5356.11 ms [2022-02-03 10:57:32 main:574] : INFO : Epoch 2000 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 5348.27 ms [2022-02-03 10:57:38 main:574] : INFO : Epoch 2001 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 5541.87 ms [2022-02-03 10:57:43 main:574] : INFO : Epoch 2002 | loss: 0.0311717 | val_loss: 0.0311834 | Time: 5480.5 ms [2022-02-03 10:57:48 main:574] : INFO : Epoch 2003 | loss: 0.0311797 | val_loss: 0.0311823 | Time: 5288 ms [2022-02-03 10:57:54 main:574] : INFO : Epoch 2004 | loss: 0.031174 | val_loss: 0.0311819 | Time: 5522.12 ms [2022-02-03 10:57:59 main:574] : INFO : Epoch 2005 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 5362.88 ms [2022-02-03 10:58:05 main:574] : INFO : Epoch 2006 | loss: 0.0311708 | val_loss: 0.0311805 | Time: 5349.53 ms [2022-02-03 10:58:10 main:574] : INFO : Epoch 2007 | loss: 0.0311724 | val_loss: 0.0311791 | Time: 5328.13 ms [2022-02-03 10:58:15 main:574] : INFO : Epoch 2008 | loss: 0.0311725 | val_loss: 0.0311795 | Time: 5403.48 ms [2022-02-03 10:58:21 main:574] : INFO : Epoch 2009 | loss: 0.031173 | val_loss: 0.0311793 | Time: 5337.81 ms [2022-02-03 10:58:26 main:574] : INFO : Epoch 2010 | loss: 0.0311752 | val_loss: 0.0311843 | Time: 5347.67 ms [2022-02-03 10:58:31 main:574] : INFO : Epoch 2011 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 5329.22 ms [2022-02-03 10:58:37 main:574] : INFO : Epoch 2012 | loss: 0.0311716 | val_loss: 0.0311767 | Time: 5305.29 ms [2022-02-03 10:58:42 main:574] : INFO : Epoch 2013 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 5358.04 ms [2022-02-03 10:58:47 main:574] : INFO : Epoch 2014 | loss: 0.0311741 | val_loss: 0.0311773 | Time: 5348.62 ms [2022-02-03 10:58:53 main:574] : INFO : Epoch 2015 | loss: 0.031181 | val_loss: 0.0311799 | Time: 5325.82 ms [2022-02-03 10:58:58 main:574] : INFO : Epoch 2016 | loss: 0.031188 | val_loss: 0.0311932 | Time: 5370.88 ms [2022-02-03 10:59:03 main:574] : INFO : Epoch 2017 | loss: 0.0311919 | val_loss: 0.0311867 | Time: 5335.13 ms [2022-02-03 10:59:09 main:574] : INFO : Epoch 2018 | loss: 0.0311914 | val_loss: 0.0311878 | Time: 5303.58 ms [2022-02-03 10:59:14 main:574] : INFO : Epoch 2019 | loss: 0.0311874 | val_loss: 0.0311859 | Time: 5342.59 ms [2022-02-03 10:59:19 main:574] : INFO : Epoch 2020 | loss: 0.0311852 | val_loss: 0.0311846 | Time: 5355.67 ms [2022-02-03 10:59:26 main:574] : INFO : Epoch 2021 | loss: 0.0311825 | val_loss: 0.0311849 | Time: 6160.22 ms [2022-02-03 10:59:31 main:574] : INFO : Epoch 2022 | loss: 0.0311823 | val_loss: 0.0311845 | Time: 5805.22 ms [2022-02-03 10:59:37 main:574] : INFO : Epoch 2023 | loss: 0.0311832 | val_loss: 0.0311867 | Time: 5607.78 ms [2022-02-03 10:59:43 main:574] : INFO : Epoch 2024 | loss: 0.0311829 | val_loss: 0.0311915 | Time: 5866.12 ms [2022-02-03 10:59:49 main:574] : INFO : Epoch 2025 | loss: 0.0311836 | val_loss: 0.0311857 | Time: 6038 ms [2022-02-03 10:59:54 main:574] : INFO : Epoch 2026 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 5325.59 ms [2022-02-03 11:00:00 main:574] : INFO : Epoch 2027 | loss: 0.0311815 | val_loss: 0.0311868 | Time: 5361.1 ms [2022-02-03 11:00:05 main:574] : INFO : Epoch 2028 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 5408.35 ms [2022-02-03 11:00:10 main:574] : INFO : Epoch 2029 | loss: 0.0311821 | val_loss: 0.031188 | Time: 5338.17 ms [2022-02-03 11:00:16 main:574] : INFO : Epoch 2030 | loss: 0.0311812 | val_loss: 0.0311865 | Time: 5343.74 ms [2022-02-03 11:00:21 main:574] : INFO : Epoch 2031 | loss: 0.0311827 | val_loss: 0.0311954 | Time: 5358.88 ms [2022-02-03 11:00:27 main:574] : INFO : Epoch 2032 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 5398.13 ms [2022-02-03 11:00:32 main:574] : INFO : Epoch 2033 | loss: 0.0311801 | val_loss: 0.0311849 | Time: 5398.79 ms [2022-02-03 11:00:37 main:574] : INFO : Epoch 2034 | loss: 0.0311795 | val_loss: 0.0311845 | Time: 5351.01 ms [2022-02-03 11:00:43 main:574] : INFO : Epoch 2035 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 5342.66 ms [2022-02-03 11:00:48 main:574] : INFO : Epoch 2036 | loss: 0.03118 | val_loss: 0.0311855 | Time: 5317.36 ms [2022-02-03 11:00:53 main:574] : INFO : Epoch 2037 | loss: 0.031178 | val_loss: 0.0311845 | Time: 5321.81 ms [2022-02-03 11:00:59 main:574] : INFO : Epoch 2038 | loss: 0.0311787 | val_loss: 0.0311864 | Time: 5331.85 ms [2022-02-03 11:01:04 main:574] : INFO : Epoch 2039 | loss: 0.0311778 | val_loss: 0.0311846 | Time: 5435.35 ms [2022-02-03 11:01:11 main:574] : INFO : Epoch 2040 | loss: 0.0311792 | val_loss: 0.0311852 | Time: 6277.59 ms [2022-02-03 11:01:16 main:574] : INFO : Epoch 2041 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 5368.84 ms [2022-02-03 11:01:22 main:574] : INFO : Epoch 2042 | loss: 0.0311772 | val_loss: 0.0311857 | Time: 5338.75 ms [2022-02-03 11:01:27 main:574] : INFO : Epoch 2043 | loss: 0.0311815 | val_loss: 0.0311878 | Time: 5329.38 ms [2022-02-03 11:01:32 main:574] : INFO : Epoch 2044 | loss: 0.0311873 | val_loss: 0.0311891 | Time: 5399.07 ms [2022-02-03 11:01:38 main:574] : INFO : Epoch 2045 | loss: 0.0311858 | val_loss: 0.0311914 | Time: 5371.91 ms [2022-02-03 11:01:43 main:574] : INFO : Epoch 2046 | loss: 0.0311852 | val_loss: 0.0311898 | Time: 5349.29 ms [2022-02-03 11:01:48 main:574] : INFO : Epoch 2047 | loss: 0.0311851 | val_loss: 0.0311865 | Time: 5307.4 ms [2022-02-03 11:01:54 main:574] : INFO : Epoch 2048 | loss: 0.031182 | val_loss: 0.0311839 | Time: 5302.73 ms [2022-02-03 11:01:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311839 [2022-02-03 11:01:54 main:603] : INFO : Saving end state to config to file [2022-02-03 11:01:54 main:608] : INFO : Success, exiting.. 11:01:54 (23000): 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)