Task 10838822
| Name | ParityModified-1639956409-12780-2-0_0 |
| Workunit | 8147226 |
| Created | 17 Jan 2022, 5:27:42 UTC |
| Sent | 5 Feb 2022, 13:22:32 UTC |
| Report deadline | 13 Feb 2022, 13:22:32 UTC |
| Received | 5 Feb 2022, 23:10:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11317 |
| Run time | 3 hours 13 min 53 sec |
| CPU time | 2 hours 55 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,856.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 8 main:574] : INFO : Epoch 1542 | loss: 0.0311799 | val_loss: 0.0311908 | Time: 5392.93 ms [2022-02-05 22:19:03 main:574] : INFO : Epoch 1543 | loss: 0.0311797 | val_loss: 0.0311804 | Time: 5313.14 ms [2022-02-05 22:19:09 main:574] : INFO : Epoch 1544 | loss: 0.0311748 | val_loss: 0.0311785 | Time: 5532.61 ms [2022-02-05 22:19:15 main:574] : INFO : Epoch 1545 | loss: 0.031174 | val_loss: 0.0311772 | Time: 5503 ms [2022-02-05 22:19:20 main:574] : INFO : Epoch 1546 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 5556.83 ms [2022-02-05 22:19:26 main:574] : INFO : Epoch 1547 | loss: 0.0311729 | val_loss: 0.0311774 | Time: 5541.13 ms [2022-02-05 22:19:32 main:574] : INFO : Epoch 1548 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 5773.17 ms [2022-02-05 22:19:37 main:574] : INFO : Epoch 1549 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 5610.97 ms [2022-02-05 22:19:43 main:574] : INFO : Epoch 1550 | loss: 0.0311697 | val_loss: 0.0311757 | Time: 5544.21 ms [2022-02-05 22:19:49 main:574] : INFO : Epoch 1551 | loss: 0.0311689 | val_loss: 0.0311808 | Time: 5705.48 ms [2022-02-05 22:19:54 main:574] : INFO : Epoch 1552 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 5488.88 ms [2022-02-05 22:20:00 main:574] : INFO : Epoch 1553 | loss: 0.0311696 | val_loss: 0.0311753 | Time: 5536.38 ms [2022-02-05 22:20:06 main:574] : INFO : Epoch 1554 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 5610.42 ms [2022-02-05 22:20:11 main:574] : INFO : Epoch 1555 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 5560.45 ms [2022-02-05 22:20:17 main:574] : INFO : Epoch 1556 | loss: 0.0311676 | val_loss: 0.0311765 | Time: 5498.92 ms [2022-02-05 22:20:23 main:574] : INFO : Epoch 1557 | loss: 0.0311686 | val_loss: 0.031175 | Time: 5680.2 ms [2022-02-05 22:20:28 main:574] : INFO : Epoch 1558 | loss: 0.0311673 | val_loss: 0.0311754 | Time: 5430.99 ms [2022-02-05 22:20:34 main:574] : INFO : Epoch 1559 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 5385.38 ms [2022-02-05 22:20:39 main:574] : INFO : Epoch 1560 | loss: 0.0311666 | val_loss: 0.0311744 | Time: 5453.04 ms [2022-02-05 22:20:45 main:574] : INFO : Epoch 1561 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 5440.64 ms [2022-02-05 22:20:50 main:574] : INFO : Epoch 1562 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 5512.21 ms [2022-02-05 22:20:56 main:574] : INFO : Epoch 1563 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 5481.05 ms [2022-02-05 22:21:02 main:574] : INFO : Epoch 1564 | loss: 0.0311685 | val_loss: 0.0311766 | Time: 5574.38 ms [2022-02-05 22:21:07 main:574] : INFO : Epoch 1565 | loss: 0.0311675 | val_loss: 0.031176 | Time: 5621.05 ms [2022-02-05 22:21:13 main:574] : INFO : Epoch 1566 | loss: 0.0311671 | val_loss: 0.0311797 | Time: 5478.06 ms [2022-02-05 22:21:18 main:574] : INFO : Epoch 1567 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 5381.32 ms [2022-02-05 22:21:24 main:574] : INFO : Epoch 1568 | loss: 0.0311648 | val_loss: 0.031174 | Time: 5568.19 ms [2022-02-05 22:21:29 main:574] : INFO : Epoch 1569 | loss: 0.031165 | val_loss: 0.0311732 | Time: 5473.09 ms [2022-02-05 22:21:35 main:574] : INFO : Epoch 1570 | loss: 0.0311671 | val_loss: 0.0311733 | Time: 5408.47 ms [2022-02-05 22:21:40 main:574] : INFO : Epoch 1571 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 5381.12 ms [2022-02-05 22:21:46 main:574] : INFO : Epoch 1572 | loss: 0.031167 | val_loss: 0.0311765 | Time: 5583.45 ms [2022-02-05 22:21:52 main:574] : INFO : Epoch 1573 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 5579.13 ms [2022-02-05 22:21:57 main:574] : INFO : Epoch 1574 | loss: 0.031165 | val_loss: 0.0311766 | Time: 5521.47 ms [2022-02-05 22:22:03 main:574] : INFO : Epoch 1575 | loss: 0.031166 | val_loss: 0.031173 | Time: 5594.62 ms [2022-02-05 22:22:09 main:574] : INFO : Epoch 1576 | loss: 0.0311654 | val_loss: 0.0311732 | Time: 5606.69 ms [2022-02-05 22:22:14 main:574] : INFO : Epoch 1577 | loss: 0.0311649 | val_loss: 0.0311764 | Time: 5532.55 ms [2022-02-05 22:22:20 main:574] : INFO : Epoch 1578 | loss: 0.0311635 | val_loss: 0.0311735 | Time: 5635.62 ms [2022-02-05 22:22:26 main:574] : INFO : Epoch 1579 | loss: 0.0311626 | val_loss: 0.0311734 | Time: 5369.19 ms [2022-02-05 22:22:31 main:574] : INFO : Epoch 1580 | loss: 0.0311625 | val_loss: 0.0311732 | Time: 5519.69 ms [2022-02-05 22:22:37 main:574] : INFO : Epoch 1581 | loss: 0.0311635 | val_loss: 0.0311759 | Time: 5534.11 ms [2022-02-05 22:22:42 main:574] : INFO : Epoch 1582 | loss: 0.0311619 | val_loss: 0.0311742 | Time: 5559.62 ms [2022-02-05 22:22:48 main:574] : INFO : Epoch 1583 | loss: 0.0311624 | val_loss: 0.0311739 | Time: 5590.55 ms [2022-02-05 22:22:54 main:574] : INFO : Epoch 1584 | loss: 0.0311624 | val_loss: 0.0311745 | Time: 5584.77 ms [2022-02-05 22:22:59 main:574] : INFO : Epoch 1585 | loss: 0.0311615 | val_loss: 0.0311742 | Time: 5544.04 ms [2022-02-05 22:23:05 main:574] : INFO : Epoch 1586 | loss: 0.0311623 | val_loss: 0.0311753 | Time: 5579.94 ms [2022-02-05 22:23:11 main:574] : INFO : Epoch 1587 | loss: 0.0311622 | val_loss: 0.0311732 | Time: 5663.88 ms [2022-02-05 22:23:16 main:574] : INFO : Epoch 1588 | loss: 0.0311612 | val_loss: 0.031174 | Time: 5532.26 ms [2022-02-05 22:23:22 main:574] : INFO : Epoch 1589 | loss: 0.0311619 | val_loss: 0.0311762 | Time: 5668.34 ms [2022-02-05 22:23:28 main:574] : INFO : Epoch 1590 | loss: 0.0311637 | val_loss: 0.0311732 | Time: 5562 ms [2022-02-05 22:23:34 main:574] : INFO : Epoch 1591 | loss: 0.0311619 | val_loss: 0.0311746 | Time: 5657.98 ms [2022-02-05 22:23:39 main:574] : INFO : Epoch 1592 | loss: 0.0311612 | val_loss: 0.031175 | Time: 5496.41 ms [2022-02-05 22:23:45 main:574] : INFO : Epoch 1593 | loss: 0.0311611 | val_loss: 0.031175 | Time: 5622.75 ms [2022-02-05 22:23:50 main:574] : INFO : Epoch 1594 | loss: 0.0311595 | val_loss: 0.0311754 | Time: 5505.57 ms [2022-02-05 22:23:56 main:574] : INFO : Epoch 1595 | loss: 0.0311599 | val_loss: 0.0311751 | Time: 5403.65 ms [2022-02-05 22:24:02 main:574] : INFO : Epoch 1596 | loss: 0.0311597 | val_loss: 0.0311737 | Time: 5721.37 ms [2022-02-05 22:24:07 main:574] : INFO : Epoch 1597 | loss: 0.0311588 | val_loss: 0.0311739 | Time: 5484.15 ms [2022-02-05 22:24:13 main:574] : INFO : Epoch 1598 | loss: 0.0311602 | val_loss: 0.0311736 | Time: 5607.86 ms [2022-02-05 22:24:19 main:574] : INFO : Epoch 1599 | loss: 0.0311604 | val_loss: 0.0311759 | Time: 5651.69 ms [2022-02-05 22:24:24 main:574] : INFO : Epoch 1600 | loss: 0.0311645 | val_loss: 0.0311759 | Time: 5562.6 ms [2022-02-05 22:24:30 main:574] : INFO : Epoch 1601 | loss: 0.0311595 | val_loss: 0.0311752 | Time: 5440.61 ms [2022-02-05 22:24:36 main:574] : INFO : Epoch 1602 | loss: 0.0311623 | val_loss: 0.0311742 | Time: 5710.73 ms [2022-02-05 22:24:41 main:574] : INFO : Epoch 1603 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 5486.29 ms [2022-02-05 22:24:47 main:574] : INFO : Epoch 1604 | loss: 0.0311594 | val_loss: 0.0311767 | Time: 5485.7 ms [2022-02-05 22:24:52 main:574] : INFO : Epoch 1605 | loss: 0.0311607 | val_loss: 0.0311736 | Time: 5487.65 ms [2022-02-05 22:24:58 main:574] : INFO : Epoch 1606 | loss: 0.031161 | val_loss: 0.0311737 | Time: 5411.55 ms [2022-02-05 22:25:04 main:574] : INFO : Epoch 1607 | loss: 0.0311602 | val_loss: 0.0311757 | Time: 5616.32 ms [2022-02-05 22:25:09 main:574] : INFO : Epoch 1608 | loss: 0.0311599 | val_loss: 0.031176 | Time: 5461.11 ms [2022-02-05 22:25:15 main:574] : INFO : Epoch 1609 | loss: 0.031162 | val_loss: 0.0311762 | Time: 5587.08 ms [2022-02-05 22:25:20 main:574] : INFO : Epoch 1610 | loss: 0.0311617 | val_loss: 0.0311759 | Time: 5522.52 ms [2022-02-05 22:25:26 main:574] : INFO : Epoch 1611 | loss: 0.0311618 | val_loss: 0.0311761 | Time: 5553.64 ms [2022-02-05 22:25:32 main:574] : INFO : Epoch 1612 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 5640.99 ms [2022-02-05 22:25:37 main:574] : INFO : Epoch 1613 | loss: 0.0311631 | val_loss: 0.0311752 | Time: 5541.16 ms [2022-02-05 22:25:43 main:574] : INFO : Epoch 1614 | loss: 0.0311619 | val_loss: 0.0311732 | Time: 5484.07 ms [2022-02-05 22:25:49 main:574] : INFO : Epoch 1615 | loss: 0.0311613 | val_loss: 0.0311747 | Time: 5623.82 ms [2022-02-05 22:25:54 main:574] : INFO : Epoch 1616 | loss: 0.0311612 | val_loss: 0.0311741 | Time: 5518.37 ms [2022-02-05 22:26:00 main:574] : INFO : Epoch 1617 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 5487.85 ms [2022-02-05 22:26:05 main:574] : INFO : Epoch 1618 | loss: 0.0311621 | val_loss: 0.0311741 | Time: 5283.78 ms [2022-02-05 22:26:11 main:574] : INFO : Epoch 1619 | loss: 0.0311628 | val_loss: 0.0311723 | Time: 5654.61 ms [2022-02-05 22:26:16 main:574] : INFO : Epoch 1620 | loss: 0.031166 | val_loss: 0.0311759 | Time: 5353.46 ms [2022-02-05 22:26:22 main:574] : INFO : Epoch 1621 | loss: 0.031166 | val_loss: 0.031176 | Time: 5450.01 ms [2022-02-05 22:26:28 main:574] : INFO : Epoch 1622 | loss: 0.0311681 | val_loss: 0.0311754 | Time: 5567.36 ms [2022-02-05 22:26:33 main:574] : INFO : Epoch 1623 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 5524.78 ms [2022-02-05 22:26:39 main:574] : INFO : Epoch 1624 | loss: 0.0311679 | val_loss: 0.0311769 | Time: 5544.75 ms [2022-02-05 22:26:44 main:574] : INFO : Epoch 1625 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 5533.71 ms [2022-02-05 22:26:50 main:574] : INFO : Epoch 1626 | loss: 0.031164 | val_loss: 0.0311717 | Time: 5586.39 ms [2022-02-05 22:26:56 main:574] : INFO : Epoch 1627 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 5779.16 ms [2022-02-05 22:27:01 main:574] : INFO : Epoch 1628 | loss: 0.0311624 | val_loss: 0.0311747 | Time: 5515.78 ms [2022-02-05 22:27:07 main:574] : INFO : Epoch 1629 | loss: 0.0311646 | val_loss: 0.0311765 | Time: 5449.61 ms [2022-02-05 22:27:13 main:574] : INFO : Epoch 1630 | loss: 0.0311647 | val_loss: 0.0311747 | Time: 5565.28 ms [2022-02-05 22:27:18 main:574] : INFO : Epoch 1631 | loss: 0.0311619 | val_loss: 0.0311742 | Time: 5601.64 ms [2022-02-05 22:27:24 main:574] : INFO : Epoch 1632 | loss: 0.0311623 | val_loss: 0.0311747 | Time: 5590.36 ms [2022-02-05 22:27:30 main:574] : INFO : Epoch 1633 | loss: 0.0311636 | val_loss: 0.0311741 | Time: 5785.15 ms [2022-02-05 22:27:35 main:574] : INFO : Epoch 1634 | loss: 0.0311629 | val_loss: 0.0311833 | Time: 5544.58 ms [2022-02-05 22:27:41 main:574] : INFO : Epoch 1635 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 5570.36 ms [2022-02-05 22:27:47 main:574] : INFO : Epoch 1636 | loss: 0.0311648 | val_loss: 0.0311709 | Time: 5467.38 ms [2022-02-05 22:27:52 main:574] : INFO : Epoch 1637 | loss: 0.0311622 | val_loss: 0.0311707 | Time: 5532.52 ms [2022-02-05 22:27:58 main:574] : INFO : Epoch 1638 | loss: 0.03116 | val_loss: 0.0311714 | Time: 5844.73 ms [2022-02-05 22:28:04 main:574] : INFO : Epoch 1639 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 5910.9 ms [2022-02-05 22:28:10 main:574] : INFO : Epoch 1640 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 5710.55 ms [2022-02-05 22:28:16 main:574] : INFO : Epoch 1641 | loss: 0.0311609 | val_loss: 0.0311734 | Time: 5747.89 ms [2022-02-05 22:28:22 main:574] : INFO : Epoch 1642 | loss: 0.0311605 | val_loss: 0.0311737 | Time: 5727.96 ms [2022-02-05 22:28:27 main:574] : INFO : Epoch 1643 | loss: 0.0311589 | val_loss: 0.0311733 | Time: 5382 ms [2022-02-05 22:28:33 main:574] : INFO : Epoch 1644 | loss: 0.0311587 | val_loss: 0.0311724 | Time: 5552.92 ms [2022-02-05 22:28:38 main:574] : INFO : Epoch 1645 | loss: 0.0311593 | val_loss: 0.0311767 | Time: 5720.98 ms [2022-02-05 22:28:44 main:574] : INFO : Epoch 1646 | loss: 0.0311598 | val_loss: 0.031175 | Time: 5635.02 ms [2022-02-05 22:28:50 main:574] : INFO : Epoch 1647 | loss: 0.0311591 | val_loss: 0.0311752 | Time: 5634.02 ms [2022-02-05 22:28:56 main:574] : INFO : Epoch 1648 | loss: 0.0311611 | val_loss: 0.0311747 | Time: 5705.97 ms [2022-02-05 22:29:01 main:574] : INFO : Epoch 1649 | loss: 0.0311591 | val_loss: 0.0311728 | Time: 5521.88 ms [2022-02-05 22:29:07 main:574] : INFO : Epoch 1650 | loss: 0.0311585 | val_loss: 0.0311735 | Time: 5543.12 ms [2022-02-05 22:29:13 main:574] : INFO : Epoch 1651 | loss: 0.0311591 | val_loss: 0.0311734 | Time: 5593.39 ms [2022-02-05 22:29:18 main:574] : INFO : Epoch 1652 | loss: 0.0311599 | val_loss: 0.0311835 | Time: 5557.23 ms [2022-02-05 22:29:24 main:574] : INFO : Epoch 1653 | loss: 0.0311637 | val_loss: 0.0311765 | Time: 5497.5 ms [2022-02-05 22:29:30 main:574] : INFO : Epoch 1654 | loss: 0.0311595 | val_loss: 0.031173 | Time: 5788.29 ms [2022-02-05 22:29:35 main:574] : INFO : Epoch 1655 | loss: 0.0311569 | val_loss: 0.0311797 | Time: 5502.11 ms [2022-02-05 22:29:41 main:574] : INFO : Epoch 1656 | loss: 0.0311618 | val_loss: 0.0311812 | Time: 5509.13 ms [2022-02-05 22:29:47 main:574] : INFO : Epoch 1657 | loss: 0.0311604 | val_loss: 0.0311729 | Time: 5725.41 ms [2022-02-05 22:29:52 main:574] : INFO : Epoch 1658 | loss: 0.0311579 | val_loss: 0.0311781 | Time: 5598.8 ms [2022-02-05 22:29:58 main:574] : INFO : Epoch 1659 | loss: 0.0311587 | val_loss: 0.0311754 | Time: 5519.17 ms [2022-02-05 22:30:04 main:574] : INFO : Epoch 1660 | loss: 0.0311565 | val_loss: 0.0311731 | Time: 5502.25 ms [2022-02-05 22:30:09 main:574] : INFO : Epoch 1661 | loss: 0.031156 | val_loss: 0.0311742 | Time: 5367.21 ms [2022-02-05 22:30:15 main:574] : INFO : Epoch 1662 | loss: 0.0311566 | val_loss: 0.0311741 | Time: 5613.1 ms [2022-02-05 22:30:21 main:574] : INFO : Epoch 1663 | loss: 0.0311577 | val_loss: 0.0311759 | Time: 5734.54 ms [2022-02-05 22:30:26 main:574] : INFO : Epoch 1664 | loss: 0.031158 | val_loss: 0.0311738 | Time: 5594.22 ms [2022-02-05 22:30:32 main:574] : INFO : Epoch 1665 | loss: 0.03116 | val_loss: 0.0311765 | Time: 5405.12 ms [2022-02-05 22:30:37 main:574] : INFO : Epoch 1666 | loss: 0.0311604 | val_loss: 0.0311734 | Time: 5508.08 ms [2022-02-05 22:30:43 main:574] : INFO : Epoch 1667 | loss: 0.0311597 | val_loss: 0.0311748 | Time: 5519.82 ms [2022-02-05 22:30:49 main:574] : INFO : Epoch 1668 | loss: 0.0311593 | val_loss: 0.0311736 | Time: 5594.89 ms [2022-02-05 22:30:54 main:574] : INFO : Epoch 1669 | loss: 0.0311604 | val_loss: 0.0311721 | Time: 5450.46 ms [2022-02-05 22:31:00 main:574] : INFO : Epoch 1670 | loss: 0.0311611 | val_loss: 0.0311768 | Time: 5433.34 ms [2022-02-05 22:31:05 main:574] : INFO : Epoch 1671 | loss: 0.0311587 | val_loss: 0.0311737 | Time: 5581.71 ms [2022-02-05 22:31:11 main:574] : INFO : Epoch 1672 | loss: 0.031156 | val_loss: 0.0311731 | Time: 5420.7 ms [2022-02-05 22:31:16 main:574] : INFO : Epoch 1673 | loss: 0.0311569 | val_loss: 0.0311724 | Time: 5444.56 ms [2022-02-05 22:31:22 main:574] : INFO : Epoch 1674 | loss: 0.0311575 | val_loss: 0.0311754 | Time: 5521.53 ms [2022-02-05 22:31:28 main:574] : INFO : Epoch 1675 | loss: 0.031157 | val_loss: 0.031174 | Time: 5725.12 ms [2022-02-05 22:31:33 main:574] : INFO : Epoch 1676 | loss: 0.031155 | val_loss: 0.0311736 | Time: 5645.75 ms [2022-02-05 22:31:39 main:574] : INFO : Epoch 1677 | loss: 0.0311548 | val_loss: 0.0311746 | Time: 5582.27 ms [2022-02-05 22:31:45 main:574] : INFO : Epoch 1678 | loss: 0.0311552 | val_loss: 0.0311774 | Time: 5472.34 ms [2022-02-05 22:31:50 main:574] : INFO : Epoch 1679 | loss: 0.0311544 | val_loss: 0.031176 | Time: 5588.77 ms [2022-02-05 22:31:56 main:574] : INFO : Epoch 1680 | loss: 0.0311553 | val_loss: 0.0311745 | Time: 5759.63 ms [2022-02-05 22:32:02 main:574] : INFO : Epoch 1681 | loss: 0.031155 | val_loss: 0.0311715 | Time: 5523.57 ms [2022-02-05 22:32:07 main:574] : INFO : Epoch 1682 | loss: 0.0311563 | val_loss: 0.0311741 | Time: 5606.29 ms [2022-02-05 22:32:13 main:574] : INFO : Epoch 1683 | loss: 0.0311581 | val_loss: 0.0311737 | Time: 5751.01 ms [2022-02-05 22:32:19 main:574] : INFO : Epoch 1684 | loss: 0.0311564 | val_loss: 0.0311756 | Time: 5647.29 ms [2022-02-05 22:32:25 main:574] : INFO : Epoch 1685 | loss: 0.0311581 | val_loss: 0.0311744 | Time: 5707.87 ms [2022-02-05 22:32:30 main:574] : INFO : Epoch 1686 | loss: 0.0311589 | val_loss: 0.0311763 | Time: 5521.42 ms [2022-02-05 22:32:36 main:574] : INFO : Epoch 1687 | loss: 0.0311592 | val_loss: 0.0311732 | Time: 5441.26 ms [2022-02-05 22:32:42 main:574] : INFO : Epoch 1688 | loss: 0.0311576 | val_loss: 0.0311694 | Time: 5669.63 ms [2022-02-05 22:32:47 main:574] : INFO : Epoch 1689 | loss: 0.0311576 | val_loss: 0.0311729 | Time: 5484.91 ms [2022-02-05 22:32:53 main:574] : INFO : Epoch 1690 | loss: 0.0311574 | val_loss: 0.0311728 | Time: 5626.01 ms [2022-02-05 22:32:58 main:574] : INFO : Epoch 1691 | loss: 0.0311583 | val_loss: 0.0311735 | Time: 5425.48 ms [2022-02-05 22:33:04 main:574] : INFO : Epoch 1692 | loss: 0.0311663 | val_loss: 0.031173 | Time: 5646.75 ms [2022-02-05 22:33:10 main:574] : INFO : Epoch 1693 | loss: 0.0311667 | val_loss: 0.0311694 | Time: 5342.42 ms [2022-02-05 22:33:15 main:574] : INFO : Epoch 1694 | loss: 0.0311653 | val_loss: 0.0311695 | Time: 5564.45 ms [2022-02-05 22:33:21 main:574] : INFO : Epoch 1695 | loss: 0.0311632 | val_loss: 0.0311727 | Time: 5615.51 ms [2022-02-05 22:33:26 main:574] : INFO : Epoch 1696 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 5481.66 ms [2022-02-05 22:33:32 main:574] : INFO : Epoch 1697 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 5332.89 ms [2022-02-05 22:33:38 main:574] : INFO : Epoch 1698 | loss: 0.0311641 | val_loss: 0.031173 | Time: 5714.13 ms [2022-02-05 22:33:43 main:574] : INFO : Epoch 1699 | loss: 0.0311616 | val_loss: 0.031172 | Time: 5663.06 ms [2022-02-05 22:33:49 main:574] : INFO : Epoch 1700 | loss: 0.0311632 | val_loss: 0.0311729 | Time: 5457.56 ms [2022-02-05 22:33:55 main:574] : INFO : Epoch 1701 | loss: 0.0311608 | val_loss: 0.0311741 | Time: 5589.2 ms [2022-02-05 22:34:00 main:574] : INFO : Epoch 1702 | loss: 0.0311623 | val_loss: 0.0311737 | Time: 5368.41 ms [2022-02-05 22:34:06 main:574] : INFO : Epoch 1703 | loss: 0.0311607 | val_loss: 0.0311741 | Time: 5575.15 ms [2022-02-05 22:34:11 main:574] : INFO : Epoch 1704 | loss: 0.0311591 | val_loss: 0.031175 | Time: 5690.6 ms [2022-02-05 22:34:17 main:574] : INFO : Epoch 1705 | loss: 0.0311591 | val_loss: 0.0311749 | Time: 5554.1 ms [2022-02-05 22:34:23 main:574] : INFO : Epoch 1706 | loss: 0.0311593 | val_loss: 0.0311744 | Time: 5578.63 ms [2022-02-05 22:34:28 main:574] : INFO : Epoch 1707 | loss: 0.0311615 | val_loss: 0.0311763 | Time: 5497.18 ms [2022-02-05 22:34:34 main:574] : INFO : Epoch 1708 | loss: 0.0311602 | val_loss: 0.0311731 | Time: 5511.02 ms [2022-02-05 22:34:39 main:574] : INFO : Epoch 1709 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 5404.55 ms [2022-02-05 22:34:45 main:574] : INFO : Epoch 1710 | loss: 0.0311591 | val_loss: 0.031172 | Time: 5445.66 ms [2022-02-05 22:34:51 main:574] : INFO : Epoch 1711 | loss: 0.0311598 | val_loss: 0.0311724 | Time: 5623.77 ms [2022-02-05 22:34:56 main:574] : INFO : Epoch 1712 | loss: 0.031158 | val_loss: 0.0311734 | Time: 5491.52 ms [2022-02-05 22:35:02 main:574] : INFO : Epoch 1713 | loss: 0.0311578 | val_loss: 0.0311728 | Time: 5615.46 ms [2022-02-05 22:35:08 main:574] : INFO : Epoch 1714 | loss: 0.0311581 | val_loss: 0.0311755 | Time: 5877.96 ms [2022-02-05 22:35:13 main:574] : INFO : Epoch 1715 | loss: 0.0311581 | val_loss: 0.0311726 | Time: 5360.27 ms [2022-02-05 22:35:19 main:574] : INFO : Epoch 1716 | loss: 0.0311583 | val_loss: 0.0311734 | Time: 5474.67 ms [2022-02-05 22:35:24 main:574] : INFO : Epoch 1717 | loss: 0.0311574 | val_loss: 0.031173 | Time: 5452.78 ms [2022-02-05 22:35:30 main:574] : INFO : Epoch 1718 | loss: 0.0311579 | val_loss: 0.0311739 | Time: 5503.83 ms [2022-02-05 22:35:36 main:574] : INFO : Epoch 1719 | loss: 0.0311555 | val_loss: 0.0311756 | Time: 5532.93 ms [2022-02-05 22:35:41 main:574] : INFO : Epoch 1720 | loss: 0.0311576 | val_loss: 0.0311776 | Time: 5729.29 ms [2022-02-05 22:35:47 main:574] : INFO : Epoch 1721 | loss: 0.0311598 | val_loss: 0.0311789 | Time: 5687.45 ms [2022-02-05 22:35:53 main:574] : INFO : Epoch 1722 | loss: 0.0311582 | val_loss: 0.0311721 | Time: 5734.7 ms [2022-02-05 22:35:59 main:574] : INFO : Epoch 1723 | loss: 0.0311546 | val_loss: 0.0311763 | Time: 5542.31 ms [2022-02-05 22:36:05 main:574] : INFO : Epoch 1724 | loss: 0.031157 | val_loss: 0.0311726 | Time: 5770.83 ms [2022-02-05 22:36:10 main:574] : INFO : Epoch 1725 | loss: 0.0311568 | val_loss: 0.0311714 | Time: 5406.52 ms [2022-02-05 22:36:16 main:574] : INFO : Epoch 1726 | loss: 0.0311553 | val_loss: 0.031172 | Time: 5471.1 ms [2022-02-05 22:36:21 main:574] : INFO : Epoch 1727 | loss: 0.0311543 | val_loss: 0.0311732 | Time: 5419.92 ms [2022-02-05 22:36:27 main:574] : INFO : Epoch 1728 | loss: 0.0311534 | val_loss: 0.0311727 | Time: 5566.69 ms [2022-02-05 22:36:32 main:574] : INFO : Epoch 1729 | loss: 0.0311525 | val_loss: 0.0311733 | Time: 5527.88 ms [2022-02-05 22:36:38 main:574] : INFO : Epoch 1730 | loss: 0.031156 | val_loss: 0.0311782 | Time: 5528.08 ms [2022-02-05 22:36:44 main:574] : INFO : Epoch 1731 | loss: 0.0311553 | val_loss: 0.0311722 | Time: 5705.86 ms [2022-02-05 22:36:49 main:574] : INFO : Epoch 1732 | loss: 0.0311539 | val_loss: 0.0311728 | Time: 5506.83 ms [2022-02-05 22:36:55 main:574] : INFO : Epoch 1733 | loss: 0.0311562 | val_loss: 0.0311745 | Time: 5571.18 ms [2022-02-05 22:37:01 main:574] : INFO : Epoch 1734 | loss: 0.0311555 | val_loss: 0.0311727 | Time: 5581 ms [2022-02-05 22:37:06 main:574] : INFO : Epoch 1735 | loss: 0.0311546 | val_loss: 0.0311704 | Time: 5471.49 ms [2022-02-05 22:37:12 main:574] : INFO : Epoch 1736 | loss: 0.0311535 | val_loss: 0.0311753 | Time: 5514.55 ms [2022-02-05 22:37:17 main:574] : INFO : Epoch 1737 | loss: 0.0311581 | val_loss: 0.031179 | Time: 5392.55 ms [2022-02-05 22:37:23 main:574] : INFO : Epoch 1738 | loss: 0.0311551 | val_loss: 0.0311767 | Time: 5648.32 ms [2022-02-05 22:37:29 main:574] : INFO : Epoch 1739 | loss: 0.0311552 | val_loss: 0.0311707 | Time: 5583.18 ms [2022-02-05 22:37:34 main:574] : INFO : Epoch 1740 | loss: 0.0311525 | val_loss: 0.0311694 | Time: 5499.07 ms [2022-02-05 22:37:40 main:574] : INFO : Epoch 1741 | loss: 0.0311532 | val_loss: 0.0311797 | Time: 5660.86 ms [2022-02-05 22:37:46 main:574] : INFO : Epoch 1742 | loss: 0.0311546 | val_loss: 0.0311716 | Time: 5598.33 ms [2022-02-05 22:37:51 main:574] : INFO : Epoch 1743 | loss: 0.0311545 | val_loss: 0.0311776 | Time: 5551.3 ms [2022-02-05 22:37:57 main:574] : INFO : Epoch 1744 | loss: 0.0311586 | val_loss: 0.0311736 | Time: 5594.12 ms [2022-02-05 22:38:02 main:574] : INFO : Epoch 1745 | loss: 0.0311571 | val_loss: 0.0311721 | Time: 5502.9 ms [2022-02-05 22:38:08 main:574] : INFO : Epoch 1746 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 5380.97 ms [2022-02-05 22:38:13 main:574] : INFO : Epoch 1747 | loss: 0.0311589 | val_loss: 0.0311731 | Time: 5416.11 ms [2022-02-05 22:38:19 main:574] : INFO : Epoch 1748 | loss: 0.0311572 | val_loss: 0.0311759 | Time: 5604.03 ms [2022-02-05 22:38:25 main:574] : INFO : Epoch 1749 | loss: 0.0311599 | val_loss: 0.031174 | Time: 5497.02 ms [2022-02-05 22:38:30 main:574] : INFO : Epoch 1750 | loss: 0.0311607 | val_loss: 0.031174 | Time: 5470.38 ms [2022-02-05 22:38:36 main:574] : INFO : Epoch 1751 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 5565.08 ms [2022-02-05 22:38:41 main:574] : INFO : Epoch 1752 | loss: 0.0311583 | val_loss: 0.0311709 | Time: 5582.05 ms [2022-02-05 22:38:47 main:574] : INFO : Epoch 1753 | loss: 0.0311553 | val_loss: 0.0311702 | Time: 5367.22 ms [2022-02-05 22:38:53 main:574] : INFO : Epoch 1754 | loss: 0.0311543 | val_loss: 0.0311764 | Time: 5702.64 ms [2022-02-05 22:38:58 main:574] : INFO : Epoch 1755 | loss: 0.0311533 | val_loss: 0.0311737 | Time: 5541.6 ms [2022-02-05 22:39:04 main:574] : INFO : Epoch 1756 | loss: 0.0311569 | val_loss: 0.0311713 | Time: 5547.56 ms [2022-02-05 22:39:10 main:574] : INFO : Epoch 1757 | loss: 0.0311543 | val_loss: 0.0311706 | Time: 5546.95 ms [2022-02-05 22:39:15 main:574] : INFO : Epoch 1758 | loss: 0.0311535 | val_loss: 0.0311726 | Time: 5636.52 ms [2022-02-05 22:39:21 main:574] : INFO : Epoch 1759 | loss: 0.031155 | val_loss: 0.0311723 | Time: 5428.69 ms [2022-02-05 22:39:26 main:574] : INFO : Epoch 1760 | loss: 0.0311564 | val_loss: 0.0311732 | Time: 5446.69 ms [2022-02-05 22:39:32 main:574] : INFO : Epoch 1761 | loss: 0.031155 | val_loss: 0.0311712 | Time: 5649.92 ms [2022-02-05 22:39:38 main:574] : INFO : Epoch 1762 | loss: 0.0311538 | val_loss: 0.0311701 | Time: 5621.9 ms [2022-02-05 22:39:44 main:574] : INFO : Epoch 1763 | loss: 0.0311525 | val_loss: 0.0311699 | Time: 5664.92 ms [2022-02-05 22:39:49 main:574] : INFO : Epoch 1764 | loss: 0.0311555 | val_loss: 0.0311766 | Time: 5490.99 ms [2022-02-05 22:39:55 main:574] : INFO : Epoch 1765 | loss: 0.0311537 | val_loss: 0.0311721 | Time: 5376.98 ms [2022-02-05 22:40:00 main:574] : INFO : Epoch 1766 | loss: 0.031152 | val_loss: 0.03117 | Time: 5481.6 ms [2022-02-05 22:40:06 main:574] : INFO : Epoch 1767 | loss: 0.0311547 | val_loss: 0.0311811 | Time: 5656.22 ms [2022-02-05 22:40:11 main:574] : INFO : Epoch 1768 | loss: 0.0311526 | val_loss: 0.0311704 | Time: 5417.17 ms [2022-02-05 22:40:17 main:574] : INFO : Epoch 1769 | loss: 0.0311509 | val_loss: 0.0311739 | Time: 5441.28 ms [2022-02-05 22:40:22 main:574] : INFO : Epoch 1770 | loss: 0.0311529 | val_loss: 0.0311737 | Time: 5424.76 ms [2022-02-05 22:40:28 main:574] : INFO : Epoch 1771 | loss: 0.0311512 | val_loss: 0.0311707 | Time: 5718.77 ms [2022-02-05 22:40:34 main:574] : INFO : Epoch 1772 | loss: 0.0311511 | val_loss: 0.0311764 | Time: 5523.31 ms [2022-02-05 22:40:40 main:574] : INFO : Epoch 1773 | loss: 0.0311518 | val_loss: 0.0311727 | Time: 5593.98 ms [2022-02-05 22:40:45 main:574] : INFO : Epoch 1774 | loss: 0.0311502 | val_loss: 0.0311706 | Time: 5639.14 ms [2022-02-05 22:40:51 main:574] : INFO : Epoch 1775 | loss: 0.0311503 | val_loss: 0.0311709 | Time: 5529.05 ms [2022-02-05 22:40:56 main:574] : INFO : Epoch 1776 | loss: 0.031153 | val_loss: 0.0311801 | Time: 5427.84 ms [2022-02-05 22:41:02 main:574] : INFO : Epoch 1777 | loss: 0.0311597 | val_loss: 0.0311823 | Time: 5715.67 ms [2022-02-05 22:41:08 main:574] : INFO : Epoch 1778 | loss: 0.0311581 | val_loss: 0.0311746 | Time: 5531.43 ms [2022-02-05 22:41:13 main:574] : INFO : Epoch 1779 | loss: 0.0311551 | val_loss: 0.0311728 | Time: 5368.76 ms [2022-02-05 22:41:19 main:574] : INFO : Epoch 1780 | loss: 0.031155 | val_loss: 0.0311749 | Time: 5590.05 ms [2022-02-05 22:41:25 main:574] : INFO : Epoch 1781 | loss: 0.0311537 | val_loss: 0.0311752 | Time: 5651.48 ms [2022-02-05 22:41:30 main:574] : INFO : Epoch 1782 | loss: 0.0311529 | val_loss: 0.0311741 | Time: 5573.58 ms [2022-02-05 22:41:36 main:574] : INFO : Epoch 1783 | loss: 0.0311545 | val_loss: 0.0311798 | Time: 5389.6 ms [2022-02-05 22:41:41 main:574] : INFO : Epoch 1784 | loss: 0.0311562 | val_loss: 0.0311764 | Time: 5486.6 ms [2022-02-05 22:41:47 main:574] : INFO : Epoch 1785 | loss: 0.0311538 | val_loss: 0.0311731 | Time: 5639.58 ms [2022-02-05 22:41:53 main:574] : INFO : Epoch 1786 | loss: 0.0311525 | val_loss: 0.0311778 | Time: 5449.77 ms [2022-02-05 22:41:58 main:574] : INFO : Epoch 1787 | loss: 0.0311522 | val_loss: 0.0311734 | Time: 5494.38 ms [2022-02-05 22:42:04 main:574] : INFO : Epoch 1788 | loss: 0.0311515 | val_loss: 0.0311735 | Time: 5562.2 ms [2022-02-05 22:42:09 main:574] : INFO : Epoch 1789 | loss: 0.0311522 | val_loss: 0.0311734 | Time: 5492.32 ms [2022-02-05 22:42:15 main:574] : INFO : Epoch 1790 | loss: 0.0311511 | val_loss: 0.0311727 | Time: 5556.26 ms [2022-02-05 22:42:21 main:574] : INFO : Epoch 1791 | loss: 0.0311556 | val_loss: 0.0311774 | Time: 5529.79 ms [2022-02-05 22:42:26 main:574] : INFO : Epoch 1792 | loss: 0.0311584 | val_loss: 0.0311759 | Time: 5547 ms [2022-02-05 22:42:32 main:574] : INFO : Epoch 1793 | loss: 0.0311581 | val_loss: 0.0311727 | Time: 5519.39 ms [2022-02-05 22:42:38 main:574] : INFO : Epoch 1794 | loss: 0.0311558 | val_loss: 0.0311722 | Time: 5671.8 ms [2022-02-05 22:42:43 main:574] : INFO : Epoch 1795 | loss: 0.0311555 | val_loss: 0.0311761 | Time: 5640.68 ms [2022-02-05 22:42:49 main:574] : INFO : Epoch 1796 | loss: 0.0311584 | val_loss: 0.0311737 | Time: 5517.44 ms [2022-02-05 22:42:55 main:574] : INFO : Epoch 1797 | loss: 0.0311532 | val_loss: 0.0311703 | Time: 5657.29 ms [2022-02-05 22:43:01 main:574] : INFO : Epoch 1798 | loss: 0.0311552 | val_loss: 0.0311826 | Time: 5600.93 ms [2022-02-05 22:43:06 main:574] : INFO : Epoch 1799 | loss: 0.0311582 | val_loss: 0.0311756 | Time: 5617.93 ms [2022-02-05 22:43:12 main:574] : INFO : Epoch 1800 | loss: 0.0311654 | val_loss: 0.0311808 | Time: 5635.14 ms [2022-02-05 22:43:17 main:574] : INFO : Epoch 1801 | loss: 0.0311637 | val_loss: 0.0311749 | Time: 5449.67 ms [2022-02-05 22:43:23 main:574] : INFO : Epoch 1802 | loss: 0.031162 | val_loss: 0.0311739 | Time: 5618.05 ms [2022-02-05 22:43:29 main:574] : INFO : Epoch 1803 | loss: 0.0311589 | val_loss: 0.0311751 | Time: 5669.24 ms [2022-02-05 22:43:34 main:574] : INFO : Epoch 1804 | loss: 0.0311581 | val_loss: 0.0311771 | Time: 5390.68 ms [2022-02-05 22:43:40 main:574] : INFO : Epoch 1805 | loss: 0.0311565 | val_loss: 0.0311736 | Time: 5564.91 ms [2022-02-05 22:43:46 main:574] : INFO : Epoch 1806 | loss: 0.0311542 | val_loss: 0.0311739 | Time: 5595.61 ms [2022-02-05 22:43:51 main:574] : INFO : Epoch 1807 | loss: 0.031155 | val_loss: 0.0311745 | Time: 5488.27 ms [2022-02-05 22:43:57 main:574] : INFO : Epoch 1808 | loss: 0.0311538 | val_loss: 0.0311784 | Time: 5376.67 ms [2022-02-05 22:44:02 main:574] : INFO : Epoch 1809 | loss: 0.0311584 | val_loss: 0.0311842 | Time: 5600.65 ms [2022-02-05 22:44:08 main:574] : INFO : Epoch 1810 | loss: 0.0311589 | val_loss: 0.0311781 | Time: 5564.62 ms [2022-02-05 22:44:14 main:574] : INFO : Epoch 1811 | loss: 0.031156 | val_loss: 0.0311791 | Time: 5467.75 ms [2022-02-05 22:44:19 main:574] : INFO : Epoch 1812 | loss: 0.0311557 | val_loss: 0.0311761 | Time: 5364.94 ms [2022-02-05 22:44:25 main:574] : INFO : Epoch 1813 | loss: 0.0311539 | val_loss: 0.0311781 | Time: 5681.12 ms [2022-02-05 22:44:30 main:574] : INFO : Epoch 1814 | loss: 0.0311521 | val_loss: 0.0311761 | Time: 5452.52 ms [2022-02-05 22:44:36 main:574] : INFO : Epoch 1815 | loss: 0.0311516 | val_loss: 0.0311746 | Time: 5646.49 ms [2022-02-05 22:44:42 main:574] : INFO : Epoch 1816 | loss: 0.0311536 | val_loss: 0.0311749 | Time: 5743.5 ms [2022-02-05 22:44:47 main:574] : INFO : Epoch 1817 | loss: 0.0311515 | val_loss: 0.0311755 | Time: 5419.39 ms [2022-02-05 22:44:53 main:574] : INFO : Epoch 1818 | loss: 0.031155 | val_loss: 0.0311733 | Time: 5574.3 ms [2022-02-05 22:44:59 main:574] : INFO : Epoch 1819 | loss: 0.031152 | val_loss: 0.0311787 | Time: 5453.99 ms [2022-02-05 22:45:04 main:574] : INFO : Epoch 1820 | loss: 0.0311506 | val_loss: 0.0311727 | Time: 5585.73 ms [2022-02-05 22:45:10 main:574] : INFO : Epoch 1821 | loss: 0.0311494 | val_loss: 0.031176 | Time: 5557.18 ms [2022-02-05 22:45:15 main:574] : INFO : Epoch 1822 | loss: 0.0311507 | val_loss: 0.0311753 | Time: 5509.9 ms [2022-02-05 22:45:21 main:574] : INFO : Epoch 1823 | loss: 0.0311519 | val_loss: 0.0311754 | Time: 5507.45 ms [2022-02-05 22:45:27 main:574] : INFO : Epoch 1824 | loss: 0.0311518 | val_loss: 0.0311736 | Time: 5503.9 ms [2022-02-05 22:45:32 main:574] : INFO : Epoch 1825 | loss: 0.03115 | val_loss: 0.0311749 | Time: 5576.66 ms [2022-02-05 22:45:38 main:574] : INFO : Epoch 1826 | loss: 0.0311488 | val_loss: 0.0311803 | Time: 5512 ms [2022-02-05 22:45:43 main:574] : INFO : Epoch 1827 | loss: 0.031151 | val_loss: 0.031176 | Time: 5561.92 ms [2022-02-05 22:45:49 main:574] : INFO : Epoch 1828 | loss: 0.0311487 | val_loss: 0.0311764 | Time: 5582.31 ms [2022-02-05 22:45:55 main:574] : INFO : Epoch 1829 | loss: 0.0311497 | val_loss: 0.0311791 | Time: 5504.96 ms [2022-02-05 22:46:00 main:574] : INFO : Epoch 1830 | loss: 0.0311479 | val_loss: 0.0311738 | Time: 5356.81 ms [2022-02-05 22:46:06 main:574] : INFO : Epoch 1831 | loss: 0.0311471 | val_loss: 0.0311761 | Time: 5605.72 ms [2022-02-05 22:46:11 main:574] : INFO : Epoch 1832 | loss: 0.0311481 | val_loss: 0.031177 | Time: 5569.11 ms [2022-02-05 22:46:17 main:574] : INFO : Epoch 1833 | loss: 0.0311501 | val_loss: 0.0311784 | Time: 5641.11 ms [2022-02-05 22:46:23 main:574] : INFO : Epoch 1834 | loss: 0.0311488 | val_loss: 0.0311771 | Time: 5712.15 ms [2022-02-05 22:46:28 main:574] : INFO : Epoch 1835 | loss: 0.0311488 | val_loss: 0.0311744 | Time: 5377.81 ms [2022-02-05 22:46:34 main:574] : INFO : Epoch 1836 | loss: 0.0311476 | val_loss: 0.031177 | Time: 5457.62 ms [2022-02-05 22:46:39 main:574] : INFO : Epoch 1837 | loss: 0.0311497 | val_loss: 0.0311747 | Time: 5394.32 ms [2022-02-05 22:46:45 main:574] : INFO : Epoch 1838 | loss: 0.0311478 | val_loss: 0.0311785 | Time: 5805.99 ms [2022-02-05 22:46:51 main:574] : INFO : Epoch 1839 | loss: 0.0311469 | val_loss: 0.0311839 | Time: 5606.56 ms [2022-02-05 22:46:57 main:574] : INFO : Epoch 1840 | loss: 0.0311475 | val_loss: 0.0311818 | Time: 5401.81 ms [2022-02-05 22:47:02 main:574] : INFO : Epoch 1841 | loss: 0.0311511 | val_loss: 0.0311748 | Time: 5384.13 ms [2022-02-05 22:47:08 main:574] : INFO : Epoch 1842 | loss: 0.0311494 | val_loss: 0.0311761 | Time: 5606.26 ms [2022-02-05 22:47:13 main:574] : INFO : Epoch 1843 | loss: 0.0311507 | val_loss: 0.0311885 | Time: 5487.75 ms [2022-02-05 22:47:19 main:574] : INFO : Epoch 1844 | loss: 0.0311513 | val_loss: 0.0311777 | Time: 5508 ms [2022-02-05 22:47:25 main:574] : INFO : Epoch 1845 | loss: 0.0311482 | val_loss: 0.0311769 | Time: 5628.89 ms [2022-02-05 22:47:30 main:574] : INFO : Epoch 1846 | loss: 0.0311509 | val_loss: 0.0311798 | Time: 5650.99 ms [2022-02-05 22:47:36 main:574] : INFO : Epoch 1847 | loss: 0.0311492 | val_loss: 0.0311786 | Time: 5555.08 ms [2022-02-05 22:47:42 main:574] : INFO : Epoch 1848 | loss: 0.0311474 | val_loss: 0.0311754 | Time: 5755.36 ms [2022-02-05 22:47:47 main:574] : INFO : Epoch 1849 | loss: 0.0311505 | val_loss: 0.0311772 | Time: 5435.93 ms [2022-02-05 22:47:53 main:574] : INFO : Epoch 1850 | loss: 0.0311503 | val_loss: 0.0311802 | Time: 5451.82 ms [2022-02-05 22:47:58 main:574] : INFO : Epoch 1851 | loss: 0.0311474 | val_loss: 0.0311787 | Time: 5499.2 ms [2022-02-05 22:48:04 main:574] : INFO : Epoch 1852 | loss: 0.0311486 | val_loss: 0.0311853 | Time: 5678.74 ms [2022-02-05 22:48:10 main:574] : INFO : Epoch 1853 | loss: 0.031151 | val_loss: 0.0311787 | Time: 5552.38 ms [2022-02-05 22:48:16 main:574] : INFO : Epoch 1854 | loss: 0.0311486 | val_loss: 0.0311766 | Time: 5686.04 ms [2022-02-05 22:48:21 main:574] : INFO : Epoch 1855 | loss: 0.0311479 | val_loss: 0.0311788 | Time: 5587.86 ms [2022-02-05 22:48:27 main:574] : INFO : Epoch 1856 | loss: 0.031145 | val_loss: 0.031176 | Time: 5690.27 ms [2022-02-05 22:48:33 main:574] : INFO : Epoch 1857 | loss: 0.0311462 | val_loss: 0.0311796 | Time: 5748.27 ms [2022-02-05 22:48:39 main:574] : INFO : Epoch 1858 | loss: 0.031144 | val_loss: 0.0311747 | Time: 5710.05 ms [2022-02-05 22:48:44 main:574] : INFO : Epoch 1859 | loss: 0.0311451 | val_loss: 0.0311767 | Time: 5492.72 ms [2022-02-05 22:48:50 main:574] : INFO : Epoch 1860 | loss: 0.0311458 | val_loss: 0.0311773 | Time: 5620.83 ms [2022-02-05 22:48:55 main:574] : INFO : Epoch 1861 | loss: 0.0311455 | val_loss: 0.0311762 | Time: 5526.16 ms [2022-02-05 22:49:01 main:574] : INFO : Epoch 1862 | loss: 0.0311513 | val_loss: 0.0311799 | Time: 5512.87 ms [2022-02-05 22:49:07 main:574] : INFO : Epoch 1863 | loss: 0.0311506 | val_loss: 0.0311763 | Time: 5590.9 ms [2022-02-05 22:49:12 main:574] : INFO : Epoch 1864 | loss: 0.0311487 | val_loss: 0.0311781 | Time: 5471.5 ms [2022-02-05 22:49:18 main:574] : INFO : Epoch 1865 | loss: 0.0311489 | val_loss: 0.0311767 | Time: 5378.84 ms [2022-02-05 22:49:23 main:574] : INFO : Epoch 1866 | loss: 0.0311526 | val_loss: 0.0311785 | Time: 5566.06 ms [2022-02-05 22:49:29 main:574] : INFO : Epoch 1867 | loss: 0.0311531 | val_loss: 0.031174 | Time: 5617.95 ms [2022-02-05 22:49:35 main:574] : INFO : Epoch 1868 | loss: 0.0311486 | val_loss: 0.0311736 | Time: 5457.65 ms [2022-02-05 22:49:40 main:574] : INFO : Epoch 1869 | loss: 0.0311472 | val_loss: 0.0311787 | Time: 5719.35 ms [2022-02-05 22:49:46 main:574] : INFO : Epoch 1870 | loss: 0.0311455 | val_loss: 0.0311753 | Time: 5476.55 ms [2022-02-05 22:49:52 main:574] : INFO : Epoch 1871 | loss: 0.0311468 | val_loss: 0.0311777 | Time: 5764.92 ms [2022-02-05 22:49:57 main:574] : INFO : Epoch 1872 | loss: 0.0311443 | val_loss: 0.0311774 | Time: 5477.13 ms [2022-02-05 22:50:03 main:574] : INFO : Epoch 1873 | loss: 0.0311493 | val_loss: 0.0311797 | Time: 5537.87 ms [2022-02-05 22:50:09 main:574] : INFO : Epoch 1874 | loss: 0.03115 | val_loss: 0.0311799 | Time: 5569.52 ms [2022-02-05 22:50:14 main:574] : INFO : Epoch 1875 | loss: 0.0311499 | val_loss: 0.031182 | Time: 5540.71 ms [2022-02-05 22:50:20 main:574] : INFO : Epoch 1876 | loss: 0.0311486 | val_loss: 0.0311799 | Time: 5404.73 ms [2022-02-05 22:50:25 main:574] : INFO : Epoch 1877 | loss: 0.0311509 | val_loss: 0.031175 | Time: 5570.05 ms [2022-02-05 22:50:31 main:574] : INFO : Epoch 1878 | loss: 0.0311503 | val_loss: 0.0311743 | Time: 5701.66 ms [2022-02-05 22:50:37 main:574] : INFO : Epoch 1879 | loss: 0.031148 | val_loss: 0.0311844 | Time: 5597.45 ms [2022-02-05 22:50:43 main:574] : INFO : Epoch 1880 | loss: 0.0311455 | val_loss: 0.0311769 | Time: 5684.82 ms [2022-02-05 22:50:48 main:574] : INFO : Epoch 1881 | loss: 0.0311449 | val_loss: 0.0311864 | Time: 5536.7 ms [2022-02-05 22:50:54 main:574] : INFO : Epoch 1882 | loss: 0.0311455 | val_loss: 0.0311858 | Time: 5539.28 ms [2022-02-05 22:50:59 main:574] : INFO : Epoch 1883 | loss: 0.0311446 | val_loss: 0.0311795 | Time: 5473.78 ms [2022-02-05 22:51:05 main:574] : INFO : Epoch 1884 | loss: 0.0311474 | val_loss: 0.0311759 | Time: 5734.81 ms [2022-02-05 22:51:11 main:574] : INFO : Epoch 1885 | loss: 0.0311478 | val_loss: 0.0311774 | Time: 5610.42 ms [2022-02-05 22:51:16 main:574] : INFO : Epoch 1886 | loss: 0.0311504 | val_loss: 0.0311768 | Time: 5512.27 ms [2022-02-05 22:51:22 main:574] : INFO : Epoch 1887 | loss: 0.0311504 | val_loss: 0.0311745 | Time: 5685.02 ms [2022-02-05 22:51:28 main:574] : INFO : Epoch 1888 | loss: 0.0311523 | val_loss: 0.0311828 | Time: 5544.63 ms [2022-02-05 22:51:34 main:574] : INFO : Epoch 1889 | loss: 0.0311559 | val_loss: 0.0311815 | Time: 5679.87 ms [2022-02-05 22:51:39 main:574] : INFO : Epoch 1890 | loss: 0.0311532 | val_loss: 0.0311793 | Time: 5577.38 ms [2022-02-05 22:51:45 main:574] : INFO : Epoch 1891 | loss: 0.0311512 | val_loss: 0.0311823 | Time: 5505.96 ms [2022-02-05 22:51:51 main:574] : INFO : Epoch 1892 | loss: 0.0311501 | val_loss: 0.0311784 | Time: 5654.53 ms [2022-02-05 22:51:56 main:574] : INFO : Epoch 1893 | loss: 0.0311497 | val_loss: 0.0311761 | Time: 5767.6 ms [2022-02-05 22:52:02 main:574] : INFO : Epoch 1894 | loss: 0.0311489 | val_loss: 0.0311791 | Time: 5554.02 ms [2022-02-05 22:52:08 main:574] : INFO : Epoch 1895 | loss: 0.0311531 | val_loss: 0.0311779 | Time: 5576.5 ms [2022-02-05 22:52:13 main:574] : INFO : Epoch 1896 | loss: 0.0311516 | val_loss: 0.0311822 | Time: 5583.58 ms [2022-02-05 22:52:19 main:574] : INFO : Epoch 1897 | loss: 0.0311515 | val_loss: 0.031183 | Time: 5527.19 ms [2022-02-05 22:52:25 main:574] : INFO : Epoch 1898 | loss: 0.0311496 | val_loss: 0.0311784 | Time: 5560.02 ms [2022-02-05 22:52:30 main:574] : INFO : Epoch 1899 | loss: 0.0311484 | val_loss: 0.0311791 | Time: 5676.39 ms [2022-02-05 22:52:36 main:574] : INFO : Epoch 1900 | loss: 0.0311471 | val_loss: 0.0311764 | Time: 5591.6 ms [2022-02-05 22:52:42 main:574] : INFO : Epoch 1901 | loss: 0.0311458 | val_loss: 0.031177 | Time: 5562.99 ms [2022-02-05 22:52:47 main:574] : INFO : Epoch 1902 | loss: 0.031146 | val_loss: 0.0311789 | Time: 5701.69 ms [2022-02-05 22:52:53 main:574] : INFO : Epoch 1903 | loss: 0.0311449 | val_loss: 0.0311809 | Time: 5384.93 ms [2022-02-05 22:52:59 main:574] : INFO : Epoch 1904 | loss: 0.0311458 | val_loss: 0.031181 | Time: 5552.31 ms [2022-02-05 22:53:04 main:574] : INFO : Epoch 1905 | loss: 0.0311476 | val_loss: 0.0311782 | Time: 5489.56 ms [2022-02-05 22:53:10 main:574] : INFO : Epoch 1906 | loss: 0.0311463 | val_loss: 0.0311808 | Time: 5505.42 ms [2022-02-05 22:53:15 main:574] : INFO : Epoch 1907 | loss: 0.0311466 | val_loss: 0.0311815 | Time: 5506.85 ms [2022-02-05 22:53:21 main:574] : INFO : Epoch 1908 | loss: 0.0311461 | val_loss: 0.0311771 | Time: 5518.59 ms [2022-02-05 22:53:27 main:574] : INFO : Epoch 1909 | loss: 0.0311446 | val_loss: 0.0311797 | Time: 5639.06 ms [2022-02-05 22:53:32 main:574] : INFO : Epoch 1910 | loss: 0.0311448 | val_loss: 0.0311806 | Time: 5570.33 ms [2022-02-05 22:53:38 main:574] : INFO : Epoch 1911 | loss: 0.031146 | val_loss: 0.0311828 | Time: 5562.97 ms [2022-02-05 22:53:44 main:574] : INFO : Epoch 1912 | loss: 0.0311466 | val_loss: 0.0311795 | Time: 5662.95 ms [2022-02-05 22:53:49 main:574] : INFO : Epoch 1913 | loss: 0.0311456 | val_loss: 0.0311843 | Time: 5575.82 ms [2022-02-05 22:53:55 main:574] : INFO : Epoch 1914 | loss: 0.0311457 | val_loss: 0.0311776 | Time: 5467.98 ms [2022-02-05 22:54:01 main:574] : INFO : Epoch 1915 | loss: 0.0311465 | val_loss: 0.0311801 | Time: 5598.94 ms [2022-02-05 22:54:06 main:574] : INFO : Epoch 1916 | loss: 0.0311451 | val_loss: 0.0311798 | Time: 5582.04 ms [2022-02-05 22:54:12 main:574] : INFO : Epoch 1917 | loss: 0.031148 | val_loss: 0.0311772 | Time: 5356.03 ms [2022-02-05 22:54:17 main:574] : INFO : Epoch 1918 | loss: 0.0311481 | val_loss: 0.0311791 | Time: 5583.92 ms [2022-02-05 22:54:23 main:574] : INFO : Epoch 1919 | loss: 0.0311463 | val_loss: 0.0311791 | Time: 5699.35 ms [2022-02-05 22:54:29 main:574] : INFO : Epoch 1920 | loss: 0.0311456 | val_loss: 0.0311823 | Time: 5640.39 ms [2022-02-05 22:54:35 main:574] : INFO : Epoch 1921 | loss: 0.031145 | val_loss: 0.0311776 | Time: 5679.87 ms [2022-02-05 22:54:40 main:574] : INFO : Epoch 1922 | loss: 0.0311467 | val_loss: 0.0311816 | Time: 5571.77 ms [2022-02-05 22:54:46 main:574] : INFO : Epoch 1923 | loss: 0.0311454 | val_loss: 0.0311767 | Time: 5594.44 ms [2022-02-05 22:54:51 main:574] : INFO : Epoch 1924 | loss: 0.0311448 | val_loss: 0.0311792 | Time: 5352.4 ms [2022-02-05 22:54:57 main:574] : INFO : Epoch 1925 | loss: 0.0311447 | val_loss: 0.0311774 | Time: 5536.6 ms [2022-02-05 22:55:03 main:574] : INFO : Epoch 1926 | loss: 0.0311422 | val_loss: 0.0311813 | Time: 5495.37 ms [2022-02-05 22:55:08 main:574] : INFO : Epoch 1927 | loss: 0.0311431 | val_loss: 0.0311774 | Time: 5589.66 ms [2022-02-05 22:55:14 main:574] : INFO : Epoch 1928 | loss: 0.0311422 | val_loss: 0.0311773 | Time: 5566.99 ms [2022-02-05 22:55:20 main:574] : INFO : Epoch 1929 | loss: 0.031144 | val_loss: 0.0311821 | Time: 5475.03 ms [2022-02-05 22:55:25 main:574] : INFO : Epoch 1930 | loss: 0.031143 | val_loss: 0.0311765 | Time: 5562.51 ms [2022-02-05 22:55:31 main:574] : INFO : Epoch 1931 | loss: 0.0311408 | val_loss: 0.0311828 | Time: 5765.73 ms [2022-02-05 22:55:37 main:574] : INFO : Epoch 1932 | loss: 0.0311422 | val_loss: 0.0311765 | Time: 5508.04 ms [2022-02-05 22:55:42 main:574] : INFO : Epoch 1933 | loss: 0.031142 | val_loss: 0.0311792 | Time: 5635.06 ms [2022-02-05 22:55:48 main:574] : INFO : Epoch 1934 | loss: 0.0311408 | val_loss: 0.0311766 | Time: 5546.06 ms [2022-02-05 22:55:54 main:574] : INFO : Epoch 1935 | loss: 0.0311424 | val_loss: 0.0311859 | Time: 5544.94 ms [2022-02-05 22:55:59 main:574] : INFO : Epoch 1936 | loss: 0.0311442 | val_loss: 0.0311808 | Time: 5511.27 ms [2022-02-05 22:56:05 main:574] : INFO : Epoch 1937 | loss: 0.0311418 | val_loss: 0.0311812 | Time: 5551.64 ms [2022-02-05 22:56:11 main:574] : INFO : Epoch 1938 | loss: 0.0311418 | val_loss: 0.0311812 | Time: 5595.48 ms [2022-02-05 22:56:16 main:574] : INFO : Epoch 1939 | loss: 0.0311459 | val_loss: 0.0311889 | Time: 5466.46 ms [2022-02-05 22:56:22 main:574] : INFO : Epoch 1940 | loss: 0.0311451 | val_loss: 0.0311857 | Time: 5675.87 ms [2022-02-05 22:56:27 main:574] : INFO : Epoch 1941 | loss: 0.0311451 | val_loss: 0.031181 | Time: 5491.86 ms [2022-02-05 22:56:33 main:574] : INFO : Epoch 1942 | loss: 0.031144 | val_loss: 0.0311811 | Time: 5576.03 ms [2022-02-05 22:56:39 main:574] : INFO : Epoch 1943 | loss: 0.0311429 | val_loss: 0.0311816 | Time: 5625.46 ms [2022-02-05 22:56:44 main:574] : INFO : Epoch 1944 | loss: 0.0311419 | val_loss: 0.0311811 | Time: 5431.02 ms [2022-02-05 22:56:50 main:574] : INFO : Epoch 1945 | loss: 0.031142 | val_loss: 0.0311833 | Time: 5563.1 ms [2022-02-05 22:56:56 main:574] : INFO : Epoch 1946 | loss: 0.031143 | val_loss: 0.0311776 | Time: 5667.73 ms [2022-02-05 22:57:01 main:574] : INFO : Epoch 1947 | loss: 0.0311458 | val_loss: 0.0311827 | Time: 5581.03 ms [2022-02-05 22:57:07 main:574] : INFO : Epoch 1948 | loss: 0.0311473 | val_loss: 0.0311807 | Time: 5316.01 ms [2022-02-05 22:57:12 main:574] : INFO : Epoch 1949 | loss: 0.031143 | val_loss: 0.0311824 | Time: 5357.06 ms [2022-02-05 22:57:18 main:574] : INFO : Epoch 1950 | loss: 0.0311414 | val_loss: 0.0311899 | Time: 5549.14 ms [2022-02-05 22:57:24 main:574] : INFO : Epoch 1951 | loss: 0.0311397 | val_loss: 0.0311968 | Time: 5586.6 ms [2022-02-05 22:57:29 main:574] : INFO : Epoch 1952 | loss: 0.0311413 | val_loss: 0.0311947 | Time: 5453.53 ms [2022-02-05 22:57:35 main:574] : INFO : Epoch 1953 | loss: 0.0311408 | val_loss: 0.0311921 | Time: 5633.45 ms [2022-02-05 22:57:41 main:574] : INFO : Epoch 1954 | loss: 0.0311419 | val_loss: 0.0311939 | Time: 5669.32 ms [2022-02-05 22:57:46 main:574] : INFO : Epoch 1955 | loss: 0.0311437 | val_loss: 0.0311845 | Time: 5548.19 ms [2022-02-05 22:57:52 main:574] : INFO : Epoch 1956 | loss: 0.0311388 | val_loss: 0.031187 | Time: 5688.68 ms [2022-02-05 22:57:58 main:574] : INFO : Epoch 1957 | loss: 0.0311437 | val_loss: 0.0311805 | Time: 5603.91 ms [2022-02-05 22:58:03 main:574] : INFO : Epoch 1958 | loss: 0.031146 | val_loss: 0.0311841 | Time: 5629.07 ms [2022-02-05 22:58:09 main:574] : INFO : Epoch 1959 | loss: 0.031143 | val_loss: 0.0311842 | Time: 5403.72 ms [2022-02-05 22:58:14 main:574] : INFO : Epoch 1960 | loss: 0.031143 | val_loss: 0.0311825 | Time: 5416.85 ms [2022-02-05 22:58:20 main:574] : INFO : Epoch 1961 | loss: 0.0311413 | val_loss: 0.0311806 | Time: 5431.2 ms [2022-02-05 22:58:25 main:574] : INFO : Epoch 1962 | loss: 0.0311415 | val_loss: 0.0311819 | Time: 5618.41 ms [2022-02-05 22:58:31 main:574] : INFO : Epoch 1963 | loss: 0.031139 | val_loss: 0.0311822 | Time: 5472.6 ms [2022-02-05 22:58:37 main:574] : INFO : Epoch 1964 | loss: 0.031139 | val_loss: 0.0311839 | Time: 5383.05 ms [2022-02-05 22:58:42 main:574] : INFO : Epoch 1965 | loss: 0.03114 | val_loss: 0.0311837 | Time: 5603.27 ms [2022-02-05 22:58:48 main:574] : INFO : Epoch 1966 | loss: 0.0311382 | val_loss: 0.0311799 | Time: 5527.59 ms [2022-02-05 22:58:53 main:574] : INFO : Epoch 1967 | loss: 0.0311406 | val_loss: 0.0311809 | Time: 5495.77 ms [2022-02-05 22:58:59 main:574] : INFO : Epoch 1968 | loss: 0.0311415 | val_loss: 0.0311933 | Time: 5583.58 ms [2022-02-05 22:59:05 main:574] : INFO : Epoch 1969 | loss: 0.0311447 | val_loss: 0.031178 | Time: 5458.88 ms [2022-02-05 22:59:10 main:574] : INFO : Epoch 1970 | loss: 0.0311505 | val_loss: 0.0311815 | Time: 5508.3 ms [2022-02-05 22:59:16 main:574] : INFO : Epoch 1971 | loss: 0.0311472 | val_loss: 0.0311803 | Time: 5394.34 ms [2022-02-05 22:59:21 main:574] : INFO : Epoch 1972 | loss: 0.0311428 | val_loss: 0.0311823 | Time: 5416.05 ms [2022-02-05 22:59:27 main:574] : INFO : Epoch 1973 | loss: 0.0311435 | val_loss: 0.0311795 | Time: 5573.25 ms [2022-02-05 22:59:33 main:574] : INFO : Epoch 1974 | loss: 0.0311444 | val_loss: 0.0311791 | Time: 5582.7 ms [2022-02-05 22:59:38 main:574] : INFO : Epoch 1975 | loss: 0.0311448 | val_loss: 0.0311762 | Time: 5641.91 ms [2022-02-05 22:59:44 main:574] : INFO : Epoch 1976 | loss: 0.0311449 | val_loss: 0.0311954 | Time: 5526.59 ms [2022-02-05 22:59:50 main:574] : INFO : Epoch 1977 | loss: 0.0311435 | val_loss: 0.0311943 | Time: 5603.61 ms [2022-02-05 22:59:55 main:574] : INFO : Epoch 1978 | loss: 0.0311492 | val_loss: 0.0311992 | Time: 5459.73 ms [2022-02-05 23:00:01 main:574] : INFO : Epoch 1979 | loss: 0.0311484 | val_loss: 0.0311825 | Time: 5774.85 ms [2022-02-05 23:00:07 main:574] : INFO : Epoch 1980 | loss: 0.0311481 | val_loss: 0.031178 | Time: 5965.58 ms [2022-02-05 23:00:13 main:574] : INFO : Epoch 1981 | loss: 0.0311456 | val_loss: 0.0311815 | Time: 5894.51 ms [2022-02-05 23:00:19 main:574] : INFO : Epoch 1982 | loss: 0.0311457 | val_loss: 0.0311824 | Time: 5987.62 ms [2022-02-05 23:00:25 main:574] : INFO : Epoch 1983 | loss: 0.0311479 | val_loss: 0.0311845 | Time: 5994.48 ms [2022-02-05 23:00:31 main:574] : INFO : Epoch 1984 | loss: 0.031146 | val_loss: 0.031192 | Time: 5973.86 ms [2022-02-05 23:00:37 main:574] : INFO : Epoch 1985 | loss: 0.0311463 | val_loss: 0.0311893 | Time: 6038.86 ms [2022-02-05 23:00:43 main:574] : INFO : Epoch 1986 | loss: 0.0311485 | val_loss: 0.031178 | Time: 6017.06 ms [2022-02-05 23:00:49 main:574] : INFO : Epoch 1987 | loss: 0.0311496 | val_loss: 0.0311828 | Time: 5923.09 ms [2022-02-05 23:00:55 main:574] : INFO : Epoch 1988 | loss: 0.0311485 | val_loss: 0.0311883 | Time: 5871.93 ms [2022-02-05 23:01:01 main:574] : INFO : Epoch 1989 | loss: 0.0311463 | val_loss: 0.0311787 | Time: 5895.7 ms [2022-02-05 23:01:07 main:574] : INFO : Epoch 1990 | loss: 0.0311456 | val_loss: 0.031181 | Time: 5974.96 ms [2022-02-05 23:01:13 main:574] : INFO : Epoch 1991 | loss: 0.0311466 | val_loss: 0.0311894 | Time: 5870.15 ms [2022-02-05 23:01:19 main:574] : INFO : Epoch 1992 | loss: 0.0311485 | val_loss: 0.031196 | Time: 5955.5 ms [2022-02-05 23:01:25 main:574] : INFO : Epoch 1993 | loss: 0.0311453 | val_loss: 0.0311889 | Time: 5851.17 ms [2022-02-05 23:01:31 main:574] : INFO : Epoch 1994 | loss: 0.0311438 | val_loss: 0.0311858 | Time: 5779.04 ms [2022-02-05 23:01:37 main:574] : INFO : Epoch 1995 | loss: 0.0311444 | val_loss: 0.031191 | Time: 6140.94 ms [2022-02-05 23:01:43 main:574] : INFO : Epoch 1996 | loss: 0.0311462 | val_loss: 0.031186 | Time: 6129.6 ms [2022-02-05 23:01:50 main:574] : INFO : Epoch 1997 | loss: 0.031143 | val_loss: 0.0311873 | Time: 6008.15 ms [2022-02-05 23:01:56 main:574] : INFO : Epoch 1998 | loss: 0.0311443 | val_loss: 0.0311923 | Time: 6027.26 ms [2022-02-05 23:02:02 main:574] : INFO : Epoch 1999 | loss: 0.0311415 | val_loss: 0.0311875 | Time: 5794.21 ms [2022-02-05 23:02:08 main:574] : INFO : Epoch 2000 | loss: 0.0311404 | val_loss: 0.0311906 | Time: 6066.87 ms [2022-02-05 23:02:14 main:574] : INFO : Epoch 2001 | loss: 0.0311395 | val_loss: 0.0311944 | Time: 6170.16 ms [2022-02-05 23:02:20 main:574] : INFO : Epoch 2002 | loss: 0.0311379 | val_loss: 0.0311869 | Time: 5991.35 ms [2022-02-05 23:02:26 main:574] : INFO : Epoch 2003 | loss: 0.0311388 | val_loss: 0.0311882 | Time: 5960.93 ms [2022-02-05 23:02:32 main:574] : INFO : Epoch 2004 | loss: 0.0311463 | val_loss: 0.0311866 | Time: 5894.4 ms [2022-02-05 23:02:38 main:574] : INFO : Epoch 2005 | loss: 0.0311486 | val_loss: 0.0311858 | Time: 5959.08 ms [2022-02-05 23:02:44 main:574] : INFO : Epoch 2006 | loss: 0.0311422 | val_loss: 0.0311954 | Time: 5980.27 ms [2022-02-05 23:02:50 main:574] : INFO : Epoch 2007 | loss: 0.0311411 | val_loss: 0.0311973 | Time: 5955.66 ms [2022-02-05 23:02:56 main:574] : INFO : Epoch 2008 | loss: 0.0311436 | val_loss: 0.0311948 | Time: 5874.94 ms [2022-02-05 23:03:02 main:574] : INFO : Epoch 2009 | loss: 0.0311421 | val_loss: 0.0311862 | Time: 5983.59 ms [2022-02-05 23:03:08 main:574] : INFO : Epoch 2010 | loss: 0.0311433 | val_loss: 0.0311847 | Time: 5968.12 ms [2022-02-05 23:03:14 main:574] : INFO : Epoch 2011 | loss: 0.0311425 | val_loss: 0.0311877 | Time: 5972.1 ms [2022-02-05 23:03:20 main:574] : INFO : Epoch 2012 | loss: 0.0311456 | val_loss: 0.0311803 | Time: 6040.57 ms [2022-02-05 23:03:26 main:574] : INFO : Epoch 2013 | loss: 0.0311451 | val_loss: 0.0311844 | Time: 5891.39 ms [2022-02-05 23:03:33 main:574] : INFO : Epoch 2014 | loss: 0.0311451 | val_loss: 0.0311853 | Time: 6048.02 ms [2022-02-05 23:03:39 main:574] : INFO : Epoch 2015 | loss: 0.0311469 | val_loss: 0.0311834 | Time: 6052.18 ms [2022-02-05 23:03:45 main:574] : INFO : Epoch 2016 | loss: 0.0311477 | val_loss: 0.0311819 | Time: 6034.17 ms [2022-02-05 23:03:51 main:574] : INFO : Epoch 2017 | loss: 0.031147 | val_loss: 0.0311804 | Time: 5984.94 ms [2022-02-05 23:03:57 main:574] : INFO : Epoch 2018 | loss: 0.0311441 | val_loss: 0.0311858 | Time: 5947.63 ms [2022-02-05 23:04:03 main:574] : INFO : Epoch 2019 | loss: 0.0311445 | val_loss: 0.0311868 | Time: 5893.98 ms [2022-02-05 23:04:09 main:574] : INFO : Epoch 2020 | loss: 0.0311457 | val_loss: 0.0311834 | Time: 5879.92 ms [2022-02-05 23:04:15 main:574] : INFO : Epoch 2021 | loss: 0.0311462 | val_loss: 0.0311849 | Time: 6031.68 ms [2022-02-05 23:04:21 main:574] : INFO : Epoch 2022 | loss: 0.0311446 | val_loss: 0.031186 | Time: 5892.32 ms [2022-02-05 23:04:27 main:574] : INFO : Epoch 2023 | loss: 0.0311465 | val_loss: 0.0311794 | Time: 5960.53 ms [2022-02-05 23:04:33 main:574] : INFO : Epoch 2024 | loss: 0.0311436 | val_loss: 0.0311827 | Time: 5958.65 ms [2022-02-05 23:04:39 main:574] : INFO : Epoch 2025 | loss: 0.0311421 | val_loss: 0.0311816 | Time: 5947.97 ms [2022-02-05 23:04:45 main:574] : INFO : Epoch 2026 | loss: 0.0311404 | val_loss: 0.0311849 | Time: 5962.67 ms [2022-02-05 23:04:51 main:574] : INFO : Epoch 2027 | loss: 0.0311395 | val_loss: 0.0311874 | Time: 6042.74 ms [2022-02-05 23:04:57 main:574] : INFO : Epoch 2028 | loss: 0.0311432 | val_loss: 0.0311868 | Time: 6023.2 ms [2022-02-05 23:05:03 main:574] : INFO : Epoch 2029 | loss: 0.0311428 | val_loss: 0.03119 | Time: 5991.09 ms [2022-02-05 23:05:09 main:574] : INFO : Epoch 2030 | loss: 0.0311409 | val_loss: 0.0311826 | Time: 6018.87 ms [2022-02-05 23:05:15 main:574] : INFO : Epoch 2031 | loss: 0.0311392 | val_loss: 0.0311841 | Time: 5859.22 ms [2022-02-05 23:05:22 main:574] : INFO : Epoch 2032 | loss: 0.0311401 | val_loss: 0.031187 | Time: 6206.06 ms [2022-02-05 23:05:28 main:574] : INFO : Epoch 2033 | loss: 0.031141 | val_loss: 0.0311853 | Time: 5986.68 ms [2022-02-05 23:05:34 main:574] : INFO : Epoch 2034 | loss: 0.0311396 | val_loss: 0.0311877 | Time: 5878.88 ms [2022-02-05 23:05:40 main:574] : INFO : Epoch 2035 | loss: 0.0311425 | val_loss: 0.0311949 | Time: 6004.5 ms [2022-02-05 23:05:46 main:574] : INFO : Epoch 2036 | loss: 0.0311438 | val_loss: 0.0311858 | Time: 5792.42 ms [2022-02-05 23:05:52 main:574] : INFO : Epoch 2037 | loss: 0.0311437 | val_loss: 0.0311856 | Time: 5945.16 ms [2022-02-05 23:05:58 main:574] : INFO : Epoch 2038 | loss: 0.0311438 | val_loss: 0.0311893 | Time: 5893.27 ms [2022-02-05 23:06:04 main:574] : INFO : Epoch 2039 | loss: 0.0311429 | val_loss: 0.0311835 | Time: 6076.41 ms [2022-02-05 23:06:10 main:574] : INFO : Epoch 2040 | loss: 0.0311414 | val_loss: 0.0311885 | Time: 6006.39 ms [2022-02-05 23:06:16 main:574] : INFO : Epoch 2041 | loss: 0.0311412 | val_loss: 0.0311831 | Time: 5970.92 ms [2022-02-05 23:06:22 main:574] : INFO : Epoch 2042 | loss: 0.0311402 | val_loss: 0.0311821 | Time: 5829.63 ms [2022-02-05 23:06:28 main:574] : INFO : Epoch 2043 | loss: 0.0311413 | val_loss: 0.0311815 | Time: 5963.04 ms [2022-02-05 23:06:34 main:574] : INFO : Epoch 2044 | loss: 0.0311405 | val_loss: 0.0311855 | Time: 5898.83 ms [2022-02-05 23:06:40 main:574] : INFO : Epoch 2045 | loss: 0.0311427 | val_loss: 0.0311836 | Time: 6118.48 ms [2022-02-05 23:06:46 main:574] : INFO : Epoch 2046 | loss: 0.0311403 | val_loss: 0.0311947 | Time: 6166.1 ms [2022-02-05 23:06:52 main:574] : INFO : Epoch 2047 | loss: 0.0311475 | val_loss: 0.0311865 | Time: 6002.73 ms [2022-02-05 23:06:58 main:574] : INFO : Epoch 2048 | loss: 0.0311527 | val_loss: 0.0311927 | Time: 5846.09 ms [2022-02-05 23:06:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311927 [2022-02-05 23:06:59 main:603] : INFO : Saving end state to config to file [2022-02-05 23:06:59 main:608] : INFO : Success, exiting.. 23:06:59 (11108): 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)