Task 3741880
| Name | ParityModified-1609263092-15914-7_0 |
| Workunit | 1922659 |
| Created | 20 Jan 2021, 8:44:42 UTC |
| Sent | 21 Jan 2021, 5:16:52 UTC |
| Report deadline | 28 Jan 2021, 5:16:52 UTC |
| Received | 21 Jan 2021, 9:44:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 17 min 51 sec |
| CPU time | 2 hours 56 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311704 | val_loss: 0.0311768 | Time: 5681.46 ms [2021-01-20 23:54:42 main:574] : INFO : Epoch 1543 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 5653.42 ms [2021-01-20 23:54:47 main:574] : INFO : Epoch 1544 | loss: 0.0311693 | val_loss: 0.0311773 | Time: 5651.38 ms [2021-01-20 23:54:53 main:574] : INFO : Epoch 1545 | loss: 0.0311708 | val_loss: 0.0311773 | Time: 5682.3 ms [2021-01-20 23:54:59 main:574] : INFO : Epoch 1546 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 5663.86 ms [2021-01-20 23:55:05 main:574] : INFO : Epoch 1547 | loss: 0.0311702 | val_loss: 0.0311773 | Time: 5669.34 ms [2021-01-20 23:55:10 main:574] : INFO : Epoch 1548 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 5667.05 ms [2021-01-20 23:55:16 main:574] : INFO : Epoch 1549 | loss: 0.0311716 | val_loss: 0.0311772 | Time: 5656.38 ms [2021-01-20 23:55:22 main:574] : INFO : Epoch 1550 | loss: 0.0311707 | val_loss: 0.0311764 | Time: 5710.35 ms [2021-01-20 23:55:28 main:574] : INFO : Epoch 1551 | loss: 0.031171 | val_loss: 0.031178 | Time: 5718.37 ms [2021-01-20 23:55:33 main:574] : INFO : Epoch 1552 | loss: 0.0311701 | val_loss: 0.031177 | Time: 5707.29 ms [2021-01-20 23:55:39 main:574] : INFO : Epoch 1553 | loss: 0.0311716 | val_loss: 0.031181 | Time: 5666.72 ms [2021-01-20 23:55:45 main:574] : INFO : Epoch 1554 | loss: 0.031171 | val_loss: 0.0311757 | Time: 5748.17 ms [2021-01-20 23:55:51 main:574] : INFO : Epoch 1555 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 5683.73 ms [2021-01-20 23:55:56 main:574] : INFO : Epoch 1556 | loss: 0.0311702 | val_loss: 0.031177 | Time: 5657.69 ms [2021-01-20 23:56:02 main:574] : INFO : Epoch 1557 | loss: 0.0311705 | val_loss: 0.031175 | Time: 5713.84 ms [2021-01-20 23:56:08 main:574] : INFO : Epoch 1558 | loss: 0.0311708 | val_loss: 0.031177 | Time: 5724.05 ms [2021-01-20 23:56:14 main:574] : INFO : Epoch 1559 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 5677.26 ms [2021-01-20 23:56:19 main:574] : INFO : Epoch 1560 | loss: 0.0311727 | val_loss: 0.0311739 | Time: 5723.85 ms [2021-01-20 23:56:25 main:574] : INFO : Epoch 1561 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 5694.79 ms [2021-01-20 23:56:31 main:574] : INFO : Epoch 1562 | loss: 0.0311725 | val_loss: 0.031176 | Time: 5715.27 ms [2021-01-20 23:56:37 main:574] : INFO : Epoch 1563 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 5718.15 ms [2021-01-20 23:56:43 main:574] : INFO : Epoch 1564 | loss: 0.0311717 | val_loss: 0.0311787 | Time: 5715.18 ms [2021-01-20 23:56:48 main:574] : INFO : Epoch 1565 | loss: 0.0311725 | val_loss: 0.0311756 | Time: 5672.49 ms [2021-01-20 23:56:54 main:574] : INFO : Epoch 1566 | loss: 0.0311725 | val_loss: 0.0311761 | Time: 5712.03 ms [2021-01-20 23:57:00 main:574] : INFO : Epoch 1567 | loss: 0.031174 | val_loss: 0.0311789 | Time: 5713.33 ms [2021-01-20 23:57:06 main:574] : INFO : Epoch 1568 | loss: 0.031176 | val_loss: 0.031184 | Time: 5654.42 ms [2021-01-20 23:57:11 main:574] : INFO : Epoch 1569 | loss: 0.0311761 | val_loss: 0.0311779 | Time: 5659.78 ms [2021-01-20 23:57:17 main:574] : INFO : Epoch 1570 | loss: 0.0311735 | val_loss: 0.03118 | Time: 5679.47 ms [2021-01-20 23:57:23 main:574] : INFO : Epoch 1571 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 5731.54 ms [2021-01-20 23:57:29 main:574] : INFO : Epoch 1572 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 5732.86 ms [2021-01-20 23:57:34 main:574] : INFO : Epoch 1573 | loss: 0.0311733 | val_loss: 0.0311765 | Time: 5707.38 ms [2021-01-20 23:57:40 main:574] : INFO : Epoch 1574 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 5698.92 ms [2021-01-20 23:57:46 main:574] : INFO : Epoch 1575 | loss: 0.0311766 | val_loss: 0.0311778 | Time: 5730.67 ms [2021-01-20 23:57:52 main:574] : INFO : Epoch 1576 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 5684.6 ms [2021-01-20 23:57:57 main:574] : INFO : Epoch 1577 | loss: 0.0311733 | val_loss: 0.0311779 | Time: 5669.9 ms [2021-01-20 23:58:03 main:574] : INFO : Epoch 1578 | loss: 0.0311724 | val_loss: 0.031177 | Time: 5658.99 ms [2021-01-20 23:58:09 main:574] : INFO : Epoch 1579 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 5660.76 ms [2021-01-20 23:58:15 main:574] : INFO : Epoch 1580 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 5702.56 ms [2021-01-20 23:58:20 main:574] : INFO : Epoch 1581 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 5743.34 ms [2021-01-20 23:58:26 main:574] : INFO : Epoch 1582 | loss: 0.0311726 | val_loss: 0.0311777 | Time: 5665.26 ms [2021-01-20 23:58:32 main:574] : INFO : Epoch 1583 | loss: 0.0311738 | val_loss: 0.0311779 | Time: 5740.55 ms [2021-01-20 23:58:38 main:574] : INFO : Epoch 1584 | loss: 0.0311749 | val_loss: 0.0311764 | Time: 5726.83 ms [2021-01-20 23:58:44 main:574] : INFO : Epoch 1585 | loss: 0.0311755 | val_loss: 0.0311762 | Time: 5753.65 ms [2021-01-20 23:58:49 main:574] : INFO : Epoch 1586 | loss: 0.0311766 | val_loss: 0.0311757 | Time: 5651.28 ms [2021-01-20 23:58:55 main:574] : INFO : Epoch 1587 | loss: 0.0311726 | val_loss: 0.0311772 | Time: 5672.28 ms [2021-01-20 23:59:01 main:574] : INFO : Epoch 1588 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 5680.08 ms [2021-01-20 23:59:06 main:574] : INFO : Epoch 1589 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 5654.06 ms [2021-01-20 23:59:12 main:574] : INFO : Epoch 1590 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 5704.15 ms [2021-01-20 23:59:18 main:574] : INFO : Epoch 1591 | loss: 0.0311721 | val_loss: 0.031178 | Time: 5672.72 ms [2021-01-20 23:59:24 main:574] : INFO : Epoch 1592 | loss: 0.0311731 | val_loss: 0.031185 | Time: 5738.86 ms [2021-01-20 23:59:29 main:574] : INFO : Epoch 1593 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 5698.21 ms [2021-01-20 23:59:35 main:574] : INFO : Epoch 1594 | loss: 0.0311719 | val_loss: 0.031176 | Time: 5704.74 ms [2021-01-20 23:59:41 main:574] : INFO : Epoch 1595 | loss: 0.0311716 | val_loss: 0.0311837 | Time: 5732.84 ms [2021-01-20 23:59:47 main:574] : INFO : Epoch 1596 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 5769.42 ms [2021-01-20 23:59:53 main:574] : INFO : Epoch 1597 | loss: 0.031173 | val_loss: 0.0311768 | Time: 5652.2 ms [2021-01-20 23:59:58 main:574] : INFO : Epoch 1598 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 5669.11 ms [2021-01-21 00:00:04 main:574] : INFO : Epoch 1599 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 5658.25 ms [2021-01-21 00:00:10 main:574] : INFO : Epoch 1600 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 5751.08 ms [2021-01-21 00:00:16 main:574] : INFO : Epoch 1601 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 5721.62 ms [2021-01-21 00:00:21 main:574] : INFO : Epoch 1602 | loss: 0.0311722 | val_loss: 0.0311762 | Time: 5652.72 ms [2021-01-21 00:00:27 main:574] : INFO : Epoch 1603 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 5762.16 ms [2021-01-21 00:00:33 main:574] : INFO : Epoch 1604 | loss: 0.0311719 | val_loss: 0.0311762 | Time: 5708.69 ms [2021-01-21 00:00:39 main:574] : INFO : Epoch 1605 | loss: 0.031173 | val_loss: 0.0311753 | Time: 5666.62 ms [2021-01-21 00:00:45 main:574] : INFO : Epoch 1606 | loss: 0.0311723 | val_loss: 0.031178 | Time: 5730.98 ms [2021-01-21 00:00:50 main:574] : INFO : Epoch 1607 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 5674.22 ms [2021-01-21 00:00:56 main:574] : INFO : Epoch 1608 | loss: 0.0311725 | val_loss: 0.031176 | Time: 5749.52 ms [2021-01-21 00:01:02 main:574] : INFO : Epoch 1609 | loss: 0.0311722 | val_loss: 0.0311777 | Time: 5686.98 ms [2021-01-21 00:01:08 main:574] : INFO : Epoch 1610 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 5695.97 ms [2021-01-21 00:01:13 main:574] : INFO : Epoch 1611 | loss: 0.0311705 | val_loss: 0.0311769 | Time: 5665.72 ms [2021-01-21 00:01:19 main:574] : INFO : Epoch 1612 | loss: 0.0311721 | val_loss: 0.031181 | Time: 5709.42 ms [2021-01-21 00:01:25 main:574] : INFO : Epoch 1613 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 5706.99 ms [2021-01-21 00:01:31 main:574] : INFO : Epoch 1614 | loss: 0.0311729 | val_loss: 0.0311784 | Time: 5662.73 ms [2021-01-21 00:01:36 main:574] : INFO : Epoch 1615 | loss: 0.0311717 | val_loss: 0.031176 | Time: 5693 ms [2021-01-21 00:01:42 main:574] : INFO : Epoch 1616 | loss: 0.0311711 | val_loss: 0.0311781 | Time: 5767.14 ms [2021-01-21 00:01:48 main:574] : INFO : Epoch 1617 | loss: 0.0311723 | val_loss: 0.0311811 | Time: 5709.72 ms [2021-01-21 00:01:54 main:574] : INFO : Epoch 1618 | loss: 0.0311717 | val_loss: 0.031178 | Time: 5659.28 ms [2021-01-21 00:02:00 main:574] : INFO : Epoch 1619 | loss: 0.0311699 | val_loss: 0.0311783 | Time: 5702.48 ms [2021-01-21 00:02:05 main:574] : INFO : Epoch 1620 | loss: 0.0311711 | val_loss: 0.0311766 | Time: 5699.7 ms [2021-01-21 00:02:11 main:574] : INFO : Epoch 1621 | loss: 0.0311708 | val_loss: 0.0311794 | Time: 5659.8 ms [2021-01-21 00:02:17 main:574] : INFO : Epoch 1622 | loss: 0.031171 | val_loss: 0.0311778 | Time: 5740.11 ms [2021-01-21 00:02:23 main:574] : INFO : Epoch 1623 | loss: 0.0311708 | val_loss: 0.0311753 | Time: 5761.66 ms [2021-01-21 00:02:28 main:574] : INFO : Epoch 1624 | loss: 0.0311702 | val_loss: 0.0311771 | Time: 5747.43 ms [2021-01-21 00:02:34 main:574] : INFO : Epoch 1625 | loss: 0.0311702 | val_loss: 0.0311754 | Time: 5690.3 ms [2021-01-21 00:02:40 main:574] : INFO : Epoch 1626 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 5705.65 ms [2021-01-21 00:02:46 main:574] : INFO : Epoch 1627 | loss: 0.0311722 | val_loss: 0.0311755 | Time: 5655.58 ms [2021-01-21 00:02:51 main:574] : INFO : Epoch 1628 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 5685.97 ms [2021-01-21 00:02:57 main:574] : INFO : Epoch 1629 | loss: 0.0311758 | val_loss: 0.0311821 | Time: 5692.2 ms [2021-01-21 00:03:03 main:574] : INFO : Epoch 1630 | loss: 0.0311744 | val_loss: 0.031176 | Time: 5695.91 ms [2021-01-21 00:03:09 main:574] : INFO : Epoch 1631 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 5754.59 ms [2021-01-21 00:03:15 main:574] : INFO : Epoch 1632 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 5686.02 ms [2021-01-21 00:03:20 main:574] : INFO : Epoch 1633 | loss: 0.0311728 | val_loss: 0.0311766 | Time: 5711.83 ms [2021-01-21 00:03:26 main:574] : INFO : Epoch 1634 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 5710.19 ms [2021-01-21 00:03:32 main:574] : INFO : Epoch 1635 | loss: 0.031171 | val_loss: 0.0311755 | Time: 5671.85 ms [2021-01-21 00:03:38 main:574] : INFO : Epoch 1636 | loss: 0.0311715 | val_loss: 0.0311823 | Time: 5670.54 ms [2021-01-21 00:03:43 main:574] : INFO : Epoch 1637 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 5659.45 ms [2021-01-21 00:03:49 main:574] : INFO : Epoch 1638 | loss: 0.0311726 | val_loss: 0.0311764 | Time: 5668.97 ms [2021-01-21 00:03:55 main:574] : INFO : Epoch 1639 | loss: 0.0311727 | val_loss: 0.0311784 | Time: 5701.84 ms [2021-01-21 00:04:01 main:574] : INFO : Epoch 1640 | loss: 0.0311751 | val_loss: 0.0311758 | Time: 5716.45 ms [2021-01-21 00:04:06 main:574] : INFO : Epoch 1641 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 5655.85 ms [2021-01-21 00:04:12 main:574] : INFO : Epoch 1642 | loss: 0.0311712 | val_loss: 0.0311759 | Time: 5736.45 ms [2021-01-21 00:04:18 main:574] : INFO : Epoch 1643 | loss: 0.0311712 | val_loss: 0.0311753 | Time: 5686.27 ms [2021-01-21 00:04:24 main:574] : INFO : Epoch 1644 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 5736.32 ms [2021-01-21 00:04:30 main:574] : INFO : Epoch 1645 | loss: 0.031171 | val_loss: 0.0311772 | Time: 5693.01 ms [2021-01-21 00:04:35 main:574] : INFO : Epoch 1646 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 5673.72 ms [2021-01-21 00:04:41 main:574] : INFO : Epoch 1647 | loss: 0.0311713 | val_loss: 0.0311767 | Time: 5657.02 ms [2021-01-21 00:04:47 main:574] : INFO : Epoch 1648 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 5683.72 ms [2021-01-21 00:04:53 main:574] : INFO : Epoch 1649 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 5730.07 ms [2021-01-21 00:04:58 main:574] : INFO : Epoch 1650 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 5685.93 ms [2021-01-21 00:05:04 main:574] : INFO : Epoch 1651 | loss: 0.0311713 | val_loss: 0.031176 | Time: 5677.9 ms [2021-01-21 00:05:10 main:574] : INFO : Epoch 1652 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 5672.21 ms [2021-01-21 00:05:16 main:574] : INFO : Epoch 1653 | loss: 0.0311707 | val_loss: 0.0311781 | Time: 5672.75 ms [2021-01-21 00:05:21 main:574] : INFO : Epoch 1654 | loss: 0.031171 | val_loss: 0.0311756 | Time: 5680.35 ms [2021-01-21 00:05:27 main:574] : INFO : Epoch 1655 | loss: 0.0311712 | val_loss: 0.0311776 | Time: 5766.8 ms [2021-01-21 00:05:33 main:574] : INFO : Epoch 1656 | loss: 0.0311726 | val_loss: 0.0311741 | Time: 5800.85 ms [2021-01-21 00:05:39 main:574] : INFO : Epoch 1657 | loss: 0.0311722 | val_loss: 0.031175 | Time: 5703.62 ms [2021-01-21 00:05:45 main:574] : INFO : Epoch 1658 | loss: 0.0311727 | val_loss: 0.0311767 | Time: 5702.7 ms [2021-01-21 00:05:50 main:574] : INFO : Epoch 1659 | loss: 0.0311728 | val_loss: 0.0311755 | Time: 5711.95 ms [2021-01-21 00:05:56 main:574] : INFO : Epoch 1660 | loss: 0.0311722 | val_loss: 0.031174 | Time: 5705.3 ms [2021-01-21 00:06:02 main:574] : INFO : Epoch 1661 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 5706.84 ms [2021-01-21 00:06:08 main:574] : INFO : Epoch 1662 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 5685.62 ms [2021-01-21 00:06:13 main:574] : INFO : Epoch 1663 | loss: 0.0311714 | val_loss: 0.0311758 | Time: 5656.7 ms [2021-01-21 00:06:19 main:574] : INFO : Epoch 1664 | loss: 0.0311732 | val_loss: 0.0311739 | Time: 5657.09 ms [2021-01-21 00:06:25 main:574] : INFO : Epoch 1665 | loss: 0.0311722 | val_loss: 0.0311734 | Time: 5746.28 ms [2021-01-21 00:06:31 main:574] : INFO : Epoch 1666 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 5744.42 ms [2021-01-21 00:06:37 main:574] : INFO : Epoch 1667 | loss: 0.0311741 | val_loss: 0.0311818 | Time: 5703.17 ms [2021-01-21 00:06:42 main:574] : INFO : Epoch 1668 | loss: 0.0311735 | val_loss: 0.031175 | Time: 5695.96 ms [2021-01-21 00:06:48 main:574] : INFO : Epoch 1669 | loss: 0.0311714 | val_loss: 0.0311732 | Time: 5661.07 ms [2021-01-21 00:06:54 main:574] : INFO : Epoch 1670 | loss: 0.031172 | val_loss: 0.0311744 | Time: 5736.95 ms [2021-01-21 00:07:00 main:574] : INFO : Epoch 1671 | loss: 0.0311717 | val_loss: 0.0311731 | Time: 5761.05 ms [2021-01-21 00:07:05 main:574] : INFO : Epoch 1672 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 5671.91 ms [2021-01-21 00:07:11 main:574] : INFO : Epoch 1673 | loss: 0.031174 | val_loss: 0.0311739 | Time: 5724.77 ms [2021-01-21 00:07:17 main:574] : INFO : Epoch 1674 | loss: 0.0311719 | val_loss: 0.0311752 | Time: 5742.18 ms [2021-01-21 00:07:23 main:574] : INFO : Epoch 1675 | loss: 0.0311707 | val_loss: 0.0311723 | Time: 5672.26 ms [2021-01-21 00:07:29 main:574] : INFO : Epoch 1676 | loss: 0.0311709 | val_loss: 0.0311732 | Time: 5717.28 ms [2021-01-21 00:07:34 main:574] : INFO : Epoch 1677 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 5808.76 ms [2021-01-21 00:07:40 main:574] : INFO : Epoch 1678 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 5719.82 ms [2021-01-21 00:07:46 main:574] : INFO : Epoch 1679 | loss: 0.0311735 | val_loss: 0.031172 | Time: 5729 ms [2021-01-21 00:07:52 main:574] : INFO : Epoch 1680 | loss: 0.0311768 | val_loss: 0.0311988 | Time: 5709.93 ms [2021-01-21 00:07:58 main:574] : INFO : Epoch 1681 | loss: 0.0311784 | val_loss: 0.0311774 | Time: 5731.43 ms [2021-01-21 00:08:03 main:574] : INFO : Epoch 1682 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 5666.18 ms [2021-01-21 00:08:09 main:574] : INFO : Epoch 1683 | loss: 0.0311724 | val_loss: 0.0311734 | Time: 5703.22 ms [2021-01-21 00:08:15 main:574] : INFO : Epoch 1684 | loss: 0.0311709 | val_loss: 0.0311741 | Time: 5656.74 ms [2021-01-21 00:08:21 main:574] : INFO : Epoch 1685 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 5688.78 ms [2021-01-21 00:08:26 main:574] : INFO : Epoch 1686 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 5712.7 ms [2021-01-21 00:08:32 main:574] : INFO : Epoch 1687 | loss: 0.0311701 | val_loss: 0.031173 | Time: 5739.41 ms [2021-01-21 00:08:38 main:574] : INFO : Epoch 1688 | loss: 0.0311694 | val_loss: 0.0311728 | Time: 5683.84 ms [2021-01-21 00:08:44 main:574] : INFO : Epoch 1689 | loss: 0.0311705 | val_loss: 0.0311716 | Time: 5674.69 ms [2021-01-21 00:08:49 main:574] : INFO : Epoch 1690 | loss: 0.0311716 | val_loss: 0.0311746 | Time: 5665.3 ms [2021-01-21 00:08:55 main:574] : INFO : Epoch 1691 | loss: 0.0311719 | val_loss: 0.0311729 | Time: 5667.37 ms [2021-01-21 00:09:01 main:574] : INFO : Epoch 1692 | loss: 0.0311704 | val_loss: 0.0311712 | Time: 5750.26 ms [2021-01-21 00:09:07 main:574] : INFO : Epoch 1693 | loss: 0.0311713 | val_loss: 0.0311728 | Time: 5719.36 ms [2021-01-21 00:09:13 main:574] : INFO : Epoch 1694 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 5681.53 ms [2021-01-21 00:09:18 main:574] : INFO : Epoch 1695 | loss: 0.0311721 | val_loss: 0.0311749 | Time: 5703.11 ms [2021-01-21 00:09:24 main:574] : INFO : Epoch 1696 | loss: 0.0311725 | val_loss: 0.0311749 | Time: 5659.15 ms [2021-01-21 00:09:30 main:574] : INFO : Epoch 1697 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 5732.85 ms [2021-01-21 00:09:36 main:574] : INFO : Epoch 1698 | loss: 0.0311759 | val_loss: 0.0311741 | Time: 5653.66 ms [2021-01-21 00:09:41 main:574] : INFO : Epoch 1699 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 5700.19 ms [2021-01-21 00:09:47 main:574] : INFO : Epoch 1700 | loss: 0.0311731 | val_loss: 0.0311736 | Time: 5696.03 ms [2021-01-21 00:09:53 main:574] : INFO : Epoch 1701 | loss: 0.0311732 | val_loss: 0.0311745 | Time: 5699.47 ms [2021-01-21 00:09:59 main:574] : INFO : Epoch 1702 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 5777.59 ms [2021-01-21 00:10:04 main:574] : INFO : Epoch 1703 | loss: 0.0311705 | val_loss: 0.0311734 | Time: 5683.64 ms [2021-01-21 00:10:10 main:574] : INFO : Epoch 1704 | loss: 0.031171 | val_loss: 0.0311734 | Time: 5693.81 ms [2021-01-21 00:10:16 main:574] : INFO : Epoch 1705 | loss: 0.0311708 | val_loss: 0.031174 | Time: 5656.94 ms [2021-01-21 00:10:22 main:574] : INFO : Epoch 1706 | loss: 0.0311719 | val_loss: 0.0311748 | Time: 5714.26 ms [2021-01-21 00:10:28 main:574] : INFO : Epoch 1707 | loss: 0.0311706 | val_loss: 0.0311767 | Time: 5655.43 ms [2021-01-21 00:10:33 main:574] : INFO : Epoch 1708 | loss: 0.0311715 | val_loss: 0.0311763 | Time: 5652.81 ms [2021-01-21 00:10:39 main:574] : INFO : Epoch 1709 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 5796.98 ms [2021-01-21 00:10:45 main:574] : INFO : Epoch 1710 | loss: 0.0311707 | val_loss: 0.0311782 | Time: 5705.62 ms [2021-01-21 00:10:51 main:574] : INFO : Epoch 1711 | loss: 0.0311704 | val_loss: 0.0311755 | Time: 5682.1 ms [2021-01-21 00:10:56 main:574] : INFO : Epoch 1712 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 5709.22 ms [2021-01-21 00:11:02 main:574] : INFO : Epoch 1713 | loss: 0.0311703 | val_loss: 0.0311791 | Time: 5649.9 ms [2021-01-21 00:11:08 main:574] : INFO : Epoch 1714 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 5723.45 ms [2021-01-21 00:11:14 main:574] : INFO : Epoch 1715 | loss: 0.0311715 | val_loss: 0.031176 | Time: 5659.84 ms [2021-01-21 00:11:19 main:574] : INFO : Epoch 1716 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 5691.58 ms [2021-01-21 00:11:25 main:574] : INFO : Epoch 1717 | loss: 0.0311695 | val_loss: 0.031175 | Time: 5693.18 ms [2021-01-21 00:11:31 main:574] : INFO : Epoch 1718 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 5713.08 ms [2021-01-21 00:11:37 main:574] : INFO : Epoch 1719 | loss: 0.0311697 | val_loss: 0.0311812 | Time: 5680.77 ms [2021-01-21 00:11:43 main:574] : INFO : Epoch 1720 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 5696.28 ms [2021-01-21 00:11:48 main:574] : INFO : Epoch 1721 | loss: 0.0311696 | val_loss: 0.0311756 | Time: 5707.03 ms [2021-01-21 00:11:54 main:574] : INFO : Epoch 1722 | loss: 0.0311701 | val_loss: 0.0311755 | Time: 5789.11 ms [2021-01-21 00:12:01 main:574] : INFO : Epoch 1723 | loss: 0.0311715 | val_loss: 0.031175 | Time: 5742.51 ms [2021-01-21 00:12:06 main:574] : INFO : Epoch 1724 | loss: 0.0311707 | val_loss: 0.0311766 | Time: 5689.2 ms [2021-01-21 00:12:12 main:574] : INFO : Epoch 1725 | loss: 0.0311711 | val_loss: 0.0311716 | Time: 5797.92 ms [2021-01-21 00:12:18 main:574] : INFO : Epoch 1726 | loss: 0.0311709 | val_loss: 0.0311711 | Time: 5719.78 ms [2021-01-21 00:12:24 main:574] : INFO : Epoch 1727 | loss: 0.0311709 | val_loss: 0.0311721 | Time: 5657.69 ms [2021-01-21 00:12:29 main:574] : INFO : Epoch 1728 | loss: 0.0311699 | val_loss: 0.031171 | Time: 5707.48 ms [2021-01-21 00:12:35 main:574] : INFO : Epoch 1729 | loss: 0.03117 | val_loss: 0.0311711 | Time: 5716.89 ms [2021-01-21 00:12:41 main:574] : INFO : Epoch 1730 | loss: 0.0311711 | val_loss: 0.0311722 | Time: 5746.96 ms [2021-01-21 00:12:47 main:574] : INFO : Epoch 1731 | loss: 0.0311708 | val_loss: 0.0311726 | Time: 5743.42 ms [2021-01-21 00:12:53 main:574] : INFO : Epoch 1732 | loss: 0.0311706 | val_loss: 0.031171 | Time: 5658.12 ms [2021-01-21 00:12:58 main:574] : INFO : Epoch 1733 | loss: 0.0311703 | val_loss: 0.0311714 | Time: 5652.9 ms [2021-01-21 00:13:04 main:574] : INFO : Epoch 1734 | loss: 0.0311707 | val_loss: 0.0311738 | Time: 5692.82 ms [2021-01-21 00:13:10 main:574] : INFO : Epoch 1735 | loss: 0.031171 | val_loss: 0.0311716 | Time: 5736.21 ms [2021-01-21 00:13:16 main:574] : INFO : Epoch 1736 | loss: 0.0311728 | val_loss: 0.0311707 | Time: 5681.6 ms [2021-01-21 00:13:22 main:574] : INFO : Epoch 1737 | loss: 0.031172 | val_loss: 0.0311712 | Time: 5834.46 ms [2021-01-21 00:13:27 main:574] : INFO : Epoch 1738 | loss: 0.0311713 | val_loss: 0.0311724 | Time: 5685.14 ms [2021-01-21 00:13:33 main:574] : INFO : Epoch 1739 | loss: 0.0311705 | val_loss: 0.0311728 | Time: 5705.81 ms [2021-01-21 00:13:39 main:574] : INFO : Epoch 1740 | loss: 0.0311708 | val_loss: 0.0311716 | Time: 5658.02 ms [2021-01-21 00:13:45 main:574] : INFO : Epoch 1741 | loss: 0.0311704 | val_loss: 0.0311716 | Time: 5661.21 ms [2021-01-21 00:13:50 main:574] : INFO : Epoch 1742 | loss: 0.0311699 | val_loss: 0.0311726 | Time: 5718.52 ms [2021-01-21 00:13:56 main:574] : INFO : Epoch 1743 | loss: 0.0311697 | val_loss: 0.0311723 | Time: 5715.27 ms [2021-01-21 00:14:02 main:574] : INFO : Epoch 1744 | loss: 0.0311693 | val_loss: 0.0311725 | Time: 5693.79 ms [2021-01-21 00:14:08 main:574] : INFO : Epoch 1745 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 5699.19 ms [2021-01-21 00:14:14 main:574] : INFO : Epoch 1746 | loss: 0.0311728 | val_loss: 0.031175 | Time: 5686.42 ms [2021-01-21 00:14:19 main:574] : INFO : Epoch 1747 | loss: 0.0311745 | val_loss: 0.0311732 | Time: 5695.22 ms [2021-01-21 00:14:25 main:574] : INFO : Epoch 1748 | loss: 0.0311694 | val_loss: 0.0311719 | Time: 5746.56 ms [2021-01-21 00:14:31 main:574] : INFO : Epoch 1749 | loss: 0.0311686 | val_loss: 0.0311706 | Time: 5721.99 ms [2021-01-21 00:14:37 main:574] : INFO : Epoch 1750 | loss: 0.0311691 | val_loss: 0.0311718 | Time: 5681.31 ms [2021-01-21 00:14:42 main:574] : INFO : Epoch 1751 | loss: 0.0311688 | val_loss: 0.0311707 | Time: 5675.41 ms [2021-01-21 00:14:48 main:574] : INFO : Epoch 1752 | loss: 0.0311691 | val_loss: 0.0311701 | Time: 5750.17 ms [2021-01-21 00:14:54 main:574] : INFO : Epoch 1753 | loss: 0.0311692 | val_loss: 0.0311742 | Time: 5675.58 ms [2021-01-21 00:15:00 main:574] : INFO : Epoch 1754 | loss: 0.0311693 | val_loss: 0.0311717 | Time: 5742.25 ms [2021-01-21 00:15:05 main:574] : INFO : Epoch 1755 | loss: 0.0311686 | val_loss: 0.0311717 | Time: 5654.37 ms [2021-01-21 00:15:11 main:574] : INFO : Epoch 1756 | loss: 0.0311692 | val_loss: 0.0311719 | Time: 5739.67 ms [2021-01-21 00:15:17 main:574] : INFO : Epoch 1757 | loss: 0.0311685 | val_loss: 0.0311733 | Time: 5702.07 ms [2021-01-21 00:15:23 main:574] : INFO : Epoch 1758 | loss: 0.0311696 | val_loss: 0.031174 | Time: 5659.28 ms [2021-01-21 00:15:29 main:574] : INFO : Epoch 1759 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 5684.29 ms [2021-01-21 00:15:34 main:574] : INFO : Epoch 1760 | loss: 0.0311685 | val_loss: 0.031173 | Time: 5657.83 ms [2021-01-21 00:15:40 main:574] : INFO : Epoch 1761 | loss: 0.0311713 | val_loss: 0.0311746 | Time: 5680.78 ms [2021-01-21 00:15:46 main:574] : INFO : Epoch 1762 | loss: 0.0311728 | val_loss: 0.031177 | Time: 5679.29 ms [2021-01-21 00:15:52 main:574] : INFO : Epoch 1763 | loss: 0.0311758 | val_loss: 0.0311757 | Time: 5741 ms [2021-01-21 00:15:57 main:574] : INFO : Epoch 1764 | loss: 0.0311742 | val_loss: 0.0311743 | Time: 5725.21 ms [2021-01-21 00:16:03 main:574] : INFO : Epoch 1765 | loss: 0.0311737 | val_loss: 0.031174 | Time: 5655.48 ms [2021-01-21 00:16:09 main:574] : INFO : Epoch 1766 | loss: 0.0311729 | val_loss: 0.0311745 | Time: 5654.18 ms [2021-01-21 00:16:14 main:574] : INFO : Epoch 1767 | loss: 0.0311736 | val_loss: 0.0311755 | Time: 5690.64 ms [2021-01-21 00:16:20 main:574] : INFO : Epoch 1768 | loss: 0.0311738 | val_loss: 0.031173 | Time: 5676.77 ms [2021-01-21 00:16:26 main:574] : INFO : Epoch 1769 | loss: 0.0311746 | val_loss: 0.0311752 | Time: 5763.35 ms [2021-01-21 00:16:32 main:574] : INFO : Epoch 1770 | loss: 0.0311743 | val_loss: 0.0311732 | Time: 5685.25 ms [2021-01-21 00:16:38 main:574] : INFO : Epoch 1771 | loss: 0.0311727 | val_loss: 0.0311768 | Time: 5756.47 ms [2021-01-21 00:16:44 main:574] : INFO : Epoch 1772 | loss: 0.0311742 | val_loss: 0.031174 | Time: 5788.83 ms [2021-01-21 00:16:49 main:574] : INFO : Epoch 1773 | loss: 0.031174 | val_loss: 0.0311758 | Time: 5658.27 ms [2021-01-21 00:16:55 main:574] : INFO : Epoch 1774 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 5669.97 ms [2021-01-21 00:17:01 main:574] : INFO : Epoch 1775 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 5663.99 ms [2021-01-21 00:17:07 main:574] : INFO : Epoch 1776 | loss: 0.0311742 | val_loss: 0.031174 | Time: 5768.38 ms [2021-01-21 00:17:13 main:574] : INFO : Epoch 1777 | loss: 0.0311736 | val_loss: 0.0311754 | Time: 5694.48 ms [2021-01-21 00:17:18 main:574] : INFO : Epoch 1778 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 5686.92 ms [2021-01-21 00:17:24 main:574] : INFO : Epoch 1779 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 5707.71 ms [2021-01-21 00:17:30 main:574] : INFO : Epoch 1780 | loss: 0.0311725 | val_loss: 0.0311754 | Time: 5728.75 ms [2021-01-21 00:17:36 main:574] : INFO : Epoch 1781 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 5666.38 ms [2021-01-21 00:17:41 main:574] : INFO : Epoch 1782 | loss: 0.0311709 | val_loss: 0.0311734 | Time: 5757.98 ms [2021-01-21 00:17:47 main:574] : INFO : Epoch 1783 | loss: 0.0311702 | val_loss: 0.0311741 | Time: 5698.07 ms [2021-01-21 00:17:53 main:574] : INFO : Epoch 1784 | loss: 0.0311703 | val_loss: 0.0311773 | Time: 5741.52 ms [2021-01-21 00:17:59 main:574] : INFO : Epoch 1785 | loss: 0.0311717 | val_loss: 0.0311718 | Time: 5656.59 ms [2021-01-21 00:18:05 main:574] : INFO : Epoch 1786 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 5715.17 ms [2021-01-21 00:18:10 main:574] : INFO : Epoch 1787 | loss: 0.0311693 | val_loss: 0.0311737 | Time: 5703.42 ms [2021-01-21 00:18:16 main:574] : INFO : Epoch 1788 | loss: 0.0311717 | val_loss: 0.0311758 | Time: 5682.74 ms [2021-01-21 00:18:22 main:574] : INFO : Epoch 1789 | loss: 0.0311712 | val_loss: 0.0311724 | Time: 5665.1 ms [2021-01-21 00:18:28 main:574] : INFO : Epoch 1790 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 5701.35 ms [2021-01-21 00:18:33 main:574] : INFO : Epoch 1791 | loss: 0.0311703 | val_loss: 0.0311822 | Time: 5765.14 ms [2021-01-21 00:18:39 main:574] : INFO : Epoch 1792 | loss: 0.0311749 | val_loss: 0.031177 | Time: 5738.73 ms [2021-01-21 00:18:45 main:574] : INFO : Epoch 1793 | loss: 0.0311723 | val_loss: 0.0311736 | Time: 5730.86 ms [2021-01-21 00:18:51 main:574] : INFO : Epoch 1794 | loss: 0.0311706 | val_loss: 0.031175 | Time: 5711.27 ms [2021-01-21 00:18:57 main:574] : INFO : Epoch 1795 | loss: 0.0311702 | val_loss: 0.0311755 | Time: 5674.46 ms [2021-01-21 00:19:03 main:574] : INFO : Epoch 1796 | loss: 0.0311713 | val_loss: 0.0311761 | Time: 5656.12 ms [2021-01-21 00:19:08 main:574] : INFO : Epoch 1797 | loss: 0.0311697 | val_loss: 0.0311735 | Time: 5694.74 ms [2021-01-21 00:19:14 main:574] : INFO : Epoch 1798 | loss: 0.0311712 | val_loss: 0.0311734 | Time: 5679.02 ms [2021-01-21 00:19:20 main:574] : INFO : Epoch 1799 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 5704.16 ms [2021-01-21 00:19:26 main:574] : INFO : Epoch 1800 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 5692.19 ms [2021-01-21 00:19:31 main:574] : INFO : Epoch 1801 | loss: 0.0311701 | val_loss: 0.0311718 | Time: 5693.25 ms [2021-01-21 00:19:37 main:574] : INFO : Epoch 1802 | loss: 0.031169 | val_loss: 0.031174 | Time: 5686.7 ms [2021-01-21 00:19:43 main:574] : INFO : Epoch 1803 | loss: 0.0311688 | val_loss: 0.0311723 | Time: 5700.16 ms [2021-01-21 00:19:49 main:574] : INFO : Epoch 1804 | loss: 0.0311682 | val_loss: 0.0311733 | Time: 5718.07 ms [2021-01-21 00:19:54 main:574] : INFO : Epoch 1805 | loss: 0.0311689 | val_loss: 0.0311725 | Time: 5682.29 ms [2021-01-21 00:20:00 main:574] : INFO : Epoch 1806 | loss: 0.0311701 | val_loss: 0.0311725 | Time: 5696.36 ms [2021-01-21 00:20:06 main:574] : INFO : Epoch 1807 | loss: 0.0311694 | val_loss: 0.0311787 | Time: 5652.46 ms [2021-01-21 00:20:12 main:574] : INFO : Epoch 1808 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 5672.29 ms [2021-01-21 00:20:18 main:574] : INFO : Epoch 1809 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 5743.15 ms [2021-01-21 00:20:23 main:574] : INFO : Epoch 1810 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 5736.03 ms [2021-01-21 00:20:29 main:574] : INFO : Epoch 1811 | loss: 0.0311696 | val_loss: 0.0311715 | Time: 5760.47 ms [2021-01-21 00:20:35 main:574] : INFO : Epoch 1812 | loss: 0.0311708 | val_loss: 0.0311747 | Time: 5767.19 ms [2021-01-21 00:20:41 main:574] : INFO : Epoch 1813 | loss: 0.03117 | val_loss: 0.0311749 | Time: 5696.76 ms [2021-01-21 00:20:47 main:574] : INFO : Epoch 1814 | loss: 0.03117 | val_loss: 0.0311741 | Time: 5665.4 ms [2021-01-21 00:20:52 main:574] : INFO : Epoch 1815 | loss: 0.0311683 | val_loss: 0.031175 | Time: 5662.26 ms [2021-01-21 00:20:58 main:574] : INFO : Epoch 1816 | loss: 0.0311691 | val_loss: 0.0311719 | Time: 5727.39 ms [2021-01-21 00:21:04 main:574] : INFO : Epoch 1817 | loss: 0.0311698 | val_loss: 0.0311754 | Time: 5663.83 ms [2021-01-21 00:21:10 main:574] : INFO : Epoch 1818 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 5662.14 ms [2021-01-21 00:21:15 main:574] : INFO : Epoch 1819 | loss: 0.031172 | val_loss: 0.031174 | Time: 5718.02 ms [2021-01-21 00:21:21 main:574] : INFO : Epoch 1820 | loss: 0.0311706 | val_loss: 0.0311768 | Time: 5689.72 ms [2021-01-21 00:21:27 main:574] : INFO : Epoch 1821 | loss: 0.0311706 | val_loss: 0.0311787 | Time: 5679.19 ms [2021-01-21 00:21:33 main:574] : INFO : Epoch 1822 | loss: 0.0311705 | val_loss: 0.0311735 | Time: 5761.49 ms [2021-01-21 00:21:38 main:574] : INFO : Epoch 1823 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 5673.89 ms [2021-01-21 00:21:44 main:574] : INFO : Epoch 1824 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 5657.77 ms [2021-01-21 00:21:50 main:574] : INFO : Epoch 1825 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 5705.68 ms [2021-01-21 00:21:56 main:574] : INFO : Epoch 1826 | loss: 0.0311699 | val_loss: 0.0311714 | Time: 5665.44 ms [2021-01-21 00:22:01 main:574] : INFO : Epoch 1827 | loss: 0.0311706 | val_loss: 0.0311738 | Time: 5671.73 ms [2021-01-21 00:22:07 main:574] : INFO : Epoch 1828 | loss: 0.0311692 | val_loss: 0.0311724 | Time: 5676.39 ms [2021-01-21 00:22:13 main:574] : INFO : Epoch 1829 | loss: 0.0311681 | val_loss: 0.0311732 | Time: 5682 ms [2021-01-21 00:22:19 main:574] : INFO : Epoch 1830 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 5757.08 ms [2021-01-21 00:22:25 main:574] : INFO : Epoch 1831 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 5665.39 ms [2021-01-21 00:22:30 main:574] : INFO : Epoch 1832 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 5685.56 ms [2021-01-21 00:22:36 main:574] : INFO : Epoch 1833 | loss: 0.0311685 | val_loss: 0.0311717 | Time: 5696.22 ms [2021-01-21 00:22:42 main:574] : INFO : Epoch 1834 | loss: 0.0311684 | val_loss: 0.031173 | Time: 5668.52 ms [2021-01-21 00:22:48 main:574] : INFO : Epoch 1835 | loss: 0.0311698 | val_loss: 0.0311758 | Time: 5673.94 ms [2021-01-21 00:22:53 main:574] : INFO : Epoch 1836 | loss: 0.0311702 | val_loss: 0.0311744 | Time: 5693.75 ms [2021-01-21 00:22:59 main:574] : INFO : Epoch 1837 | loss: 0.031169 | val_loss: 0.0311721 | Time: 5656.77 ms [2021-01-21 00:23:05 main:574] : INFO : Epoch 1838 | loss: 0.0311683 | val_loss: 0.0311756 | Time: 5670.48 ms [2021-01-21 00:23:11 main:574] : INFO : Epoch 1839 | loss: 0.0311684 | val_loss: 0.0311727 | Time: 5710.64 ms [2021-01-21 00:23:16 main:574] : INFO : Epoch 1840 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 5681.66 ms [2021-01-21 00:23:22 main:574] : INFO : Epoch 1841 | loss: 0.0311684 | val_loss: 0.0311728 | Time: 5659.86 ms [2021-01-21 00:23:28 main:574] : INFO : Epoch 1842 | loss: 0.0311689 | val_loss: 0.0311774 | Time: 5721.66 ms [2021-01-21 00:23:34 main:574] : INFO : Epoch 1843 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 5693.87 ms [2021-01-21 00:23:39 main:574] : INFO : Epoch 1844 | loss: 0.0311692 | val_loss: 0.0311748 | Time: 5655.09 ms [2021-01-21 00:23:45 main:574] : INFO : Epoch 1845 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 5727.78 ms [2021-01-21 00:23:51 main:574] : INFO : Epoch 1846 | loss: 0.031169 | val_loss: 0.0311732 | Time: 5735.78 ms [2021-01-21 00:23:57 main:574] : INFO : Epoch 1847 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 5736.44 ms [2021-01-21 00:24:03 main:574] : INFO : Epoch 1848 | loss: 0.03117 | val_loss: 0.0311734 | Time: 5702.71 ms [2021-01-21 00:24:08 main:574] : INFO : Epoch 1849 | loss: 0.0311694 | val_loss: 0.0311732 | Time: 5659.16 ms [2021-01-21 00:24:14 main:574] : INFO : Epoch 1850 | loss: 0.0311704 | val_loss: 0.0311721 | Time: 5707.96 ms [2021-01-21 00:24:20 main:574] : INFO : Epoch 1851 | loss: 0.0311708 | val_loss: 0.0311727 | Time: 5701.85 ms [2021-01-21 00:24:26 main:574] : INFO : Epoch 1852 | loss: 0.0311716 | val_loss: 0.0311732 | Time: 5718.33 ms [2021-01-21 00:24:31 main:574] : INFO : Epoch 1853 | loss: 0.0311726 | val_loss: 0.0311759 | Time: 5683.63 ms [2021-01-21 00:24:37 main:574] : INFO : Epoch 1854 | loss: 0.0311736 | val_loss: 0.0311734 | Time: 5657.45 ms [2021-01-21 00:24:43 main:574] : INFO : Epoch 1855 | loss: 0.0326915 | val_loss: 0.03296 | Time: 5703.62 ms [2021-01-21 00:24:49 main:574] : INFO : Epoch 1856 | loss: 0.0322531 | val_loss: 0.0315431 | Time: 5687.44 ms [2021-01-21 00:24:55 main:574] : INFO : Epoch 1857 | loss: 0.0313248 | val_loss: 0.0312467 | Time: 5700.53 ms [2021-01-21 00:25:00 main:574] : INFO : Epoch 1858 | loss: 0.0312144 | val_loss: 0.0312024 | Time: 5713.23 ms [2021-01-21 00:25:06 main:574] : INFO : Epoch 1859 | loss: 0.0311929 | val_loss: 0.0311853 | Time: 5672.14 ms [2021-01-21 00:25:12 main:574] : INFO : Epoch 1860 | loss: 0.0311859 | val_loss: 0.0311819 | Time: 5667.94 ms [2021-01-21 00:25:18 main:574] : INFO : Epoch 1861 | loss: 0.0311838 | val_loss: 0.0311811 | Time: 5689.13 ms [2021-01-21 00:25:23 main:574] : INFO : Epoch 1862 | loss: 0.0311828 | val_loss: 0.0311812 | Time: 5733.27 ms [2021-01-21 00:25:29 main:574] : INFO : Epoch 1863 | loss: 0.0311821 | val_loss: 0.0311807 | Time: 5802.21 ms [2021-01-21 00:25:35 main:574] : INFO : Epoch 1864 | loss: 0.0311808 | val_loss: 0.0311783 | Time: 5685 ms [2021-01-21 00:25:41 main:574] : INFO : Epoch 1865 | loss: 0.0311763 | val_loss: 0.0311753 | Time: 5689.84 ms [2021-01-21 00:25:47 main:574] : INFO : Epoch 1866 | loss: 0.0311738 | val_loss: 0.0311737 | Time: 5759.89 ms [2021-01-21 00:25:52 main:574] : INFO : Epoch 1867 | loss: 0.0311731 | val_loss: 0.031174 | Time: 5774.58 ms [2021-01-21 00:25:58 main:574] : INFO : Epoch 1868 | loss: 0.0311728 | val_loss: 0.0311738 | Time: 5679.23 ms [2021-01-21 00:26:04 main:574] : INFO : Epoch 1869 | loss: 0.0311719 | val_loss: 0.0311723 | Time: 5713.53 ms [2021-01-21 00:26:10 main:574] : INFO : Epoch 1870 | loss: 0.0311709 | val_loss: 0.031172 | Time: 5735.78 ms [2021-01-21 00:26:16 main:574] : INFO : Epoch 1871 | loss: 0.0311696 | val_loss: 0.0311728 | Time: 5659.98 ms [2021-01-21 00:26:21 main:574] : INFO : Epoch 1872 | loss: 0.0311699 | val_loss: 0.0311732 | Time: 5686.31 ms [2021-01-21 00:26:27 main:574] : INFO : Epoch 1873 | loss: 0.0311691 | val_loss: 0.0311723 | Time: 5731.89 ms [2021-01-21 00:26:33 main:574] : INFO : Epoch 1874 | loss: 0.0311692 | val_loss: 0.0311716 | Time: 5707.31 ms [2021-01-21 00:26:39 main:574] : INFO : Epoch 1875 | loss: 0.0311688 | val_loss: 0.0311719 | Time: 5663.23 ms [2021-01-21 00:26:44 main:574] : INFO : Epoch 1876 | loss: 0.031169 | val_loss: 0.0311726 | Time: 5682.97 ms [2021-01-21 00:26:50 main:574] : INFO : Epoch 1877 | loss: 0.0311688 | val_loss: 0.0311728 | Time: 5690.38 ms [2021-01-21 00:26:56 main:574] : INFO : Epoch 1878 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 5672.83 ms [2021-01-21 00:27:02 main:574] : INFO : Epoch 1879 | loss: 0.0311695 | val_loss: 0.0311723 | Time: 5697.7 ms [2021-01-21 00:27:08 main:574] : INFO : Epoch 1880 | loss: 0.031168 | val_loss: 0.0311711 | Time: 5686.1 ms [2021-01-21 00:27:13 main:574] : INFO : Epoch 1881 | loss: 0.0311684 | val_loss: 0.0311728 | Time: 5657.97 ms [2021-01-21 00:27:19 main:574] : INFO : Epoch 1882 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 5714.51 ms [2021-01-21 00:27:25 main:574] : INFO : Epoch 1883 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 5715.43 ms [2021-01-21 00:27:31 main:574] : INFO : Epoch 1884 | loss: 0.0311688 | val_loss: 0.0311727 | Time: 5697.93 ms [2021-01-21 00:27:36 main:574] : INFO : Epoch 1885 | loss: 0.0311677 | val_loss: 0.0311727 | Time: 5741.54 ms [2021-01-21 00:27:42 main:574] : INFO : Epoch 1886 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 5683.51 ms [2021-01-21 00:27:48 main:574] : INFO : Epoch 1887 | loss: 0.031168 | val_loss: 0.0311733 | Time: 5700.6 ms [2021-01-21 00:27:54 main:574] : INFO : Epoch 1888 | loss: 0.0311681 | val_loss: 0.0311737 | Time: 5799.79 ms [2021-01-21 00:28:00 main:574] : INFO : Epoch 1889 | loss: 0.0311681 | val_loss: 0.0311703 | Time: 5680.24 ms [2021-01-21 00:28:05 main:574] : INFO : Epoch 1890 | loss: 0.0311679 | val_loss: 0.031171 | Time: 5660.99 ms [2021-01-21 00:28:11 main:574] : INFO : Epoch 1891 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 5812.09 ms [2021-01-21 00:28:17 main:574] : INFO : Epoch 1892 | loss: 0.0311682 | val_loss: 0.0311711 | Time: 5686.4 ms [2021-01-21 00:28:23 main:574] : INFO : Epoch 1893 | loss: 0.0311681 | val_loss: 0.0311734 | Time: 5692.44 ms [2021-01-21 00:28:29 main:574] : INFO : Epoch 1894 | loss: 0.0311682 | val_loss: 0.0311725 | Time: 5677.48 ms [2021-01-21 00:28:34 main:574] : INFO : Epoch 1895 | loss: 0.0311681 | val_loss: 0.0311716 | Time: 5734.59 ms [2021-01-21 00:28:40 main:574] : INFO : Epoch 1896 | loss: 0.0311685 | val_loss: 0.0311727 | Time: 5654.86 ms [2021-01-21 00:28:46 main:574] : INFO : Epoch 1897 | loss: 0.0311684 | val_loss: 0.0311714 | Time: 5689.07 ms [2021-01-21 00:28:52 main:574] : INFO : Epoch 1898 | loss: 0.0311682 | val_loss: 0.031172 | Time: 5664.2 ms [2021-01-21 00:28:57 main:574] : INFO : Epoch 1899 | loss: 0.0311686 | val_loss: 0.0311741 | Time: 5671 ms [2021-01-21 00:29:03 main:574] : INFO : Epoch 1900 | loss: 0.0311685 | val_loss: 0.0311733 | Time: 5701.43 ms [2021-01-21 00:29:09 main:574] : INFO : Epoch 1901 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 5677.63 ms [2021-01-21 00:29:15 main:574] : INFO : Epoch 1902 | loss: 0.0311688 | val_loss: 0.0311719 | Time: 5666.74 ms [2021-01-21 00:29:20 main:574] : INFO : Epoch 1903 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 5686.92 ms [2021-01-21 00:29:26 main:574] : INFO : Epoch 1904 | loss: 0.0311697 | val_loss: 0.0311719 | Time: 5656.74 ms [2021-01-21 00:29:32 main:574] : INFO : Epoch 1905 | loss: 0.0311687 | val_loss: 0.0311713 | Time: 5692.53 ms [2021-01-21 00:29:38 main:574] : INFO : Epoch 1906 | loss: 0.0311689 | val_loss: 0.0311714 | Time: 5711.54 ms [2021-01-21 00:29:44 main:574] : INFO : Epoch 1907 | loss: 0.0311716 | val_loss: 0.0311715 | Time: 5759.98 ms [2021-01-21 00:29:49 main:574] : INFO : Epoch 1908 | loss: 0.0311713 | val_loss: 0.0311725 | Time: 5836.86 ms [2021-01-21 00:29:55 main:574] : INFO : Epoch 1909 | loss: 0.0311709 | val_loss: 0.031172 | Time: 5658.69 ms [2021-01-21 00:30:01 main:574] : INFO : Epoch 1910 | loss: 0.0311712 | val_loss: 0.0311731 | Time: 5671.83 ms [2021-01-21 00:30:07 main:574] : INFO : Epoch 1911 | loss: 0.0311707 | val_loss: 0.0311727 | Time: 5667.52 ms [2021-01-21 00:30:12 main:574] : INFO : Epoch 1912 | loss: 0.0311704 | val_loss: 0.0311714 | Time: 5668.6 ms [2021-01-21 00:30:18 main:574] : INFO : Epoch 1913 | loss: 0.0311698 | val_loss: 0.0311738 | Time: 5674.23 ms [2021-01-21 00:30:24 main:574] : INFO : Epoch 1914 | loss: 0.0311696 | val_loss: 0.0311728 | Time: 5706.6 ms [2021-01-21 00:30:30 main:574] : INFO : Epoch 1915 | loss: 0.0311692 | val_loss: 0.0311717 | Time: 5704.92 ms [2021-01-21 00:30:36 main:574] : INFO : Epoch 1916 | loss: 0.0311688 | val_loss: 0.031173 | Time: 5657.72 ms [2021-01-21 00:30:41 main:574] : INFO : Epoch 1917 | loss: 0.0311693 | val_loss: 0.0311754 | Time: 5691.92 ms [2021-01-21 00:30:47 main:574] : INFO : Epoch 1918 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 5763.48 ms [2021-01-21 00:30:53 main:574] : INFO : Epoch 1919 | loss: 0.0311718 | val_loss: 0.0311749 | Time: 5671.78 ms [2021-01-21 00:30:59 main:574] : INFO : Epoch 1920 | loss: 0.0311693 | val_loss: 0.0311743 | Time: 5657.54 ms [2021-01-21 00:31:04 main:574] : INFO : Epoch 1921 | loss: 0.0311689 | val_loss: 0.0311749 | Time: 5685.75 ms [2021-01-21 00:31:10 main:574] : INFO : Epoch 1922 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 5669.6 ms [2021-01-21 00:31:16 main:574] : INFO : Epoch 1923 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 5746.76 ms [2021-01-21 00:31:22 main:574] : INFO : Epoch 1924 | loss: 0.0311694 | val_loss: 0.0311734 | Time: 5698.75 ms [2021-01-21 00:31:27 main:574] : INFO : Epoch 1925 | loss: 0.031169 | val_loss: 0.0311739 | Time: 5708.54 ms [2021-01-21 00:31:33 main:574] : INFO : Epoch 1926 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 5658.18 ms [2021-01-21 00:31:39 main:574] : INFO : Epoch 1927 | loss: 0.0311735 | val_loss: 0.0311744 | Time: 5648.08 ms [2021-01-21 00:31:45 main:574] : INFO : Epoch 1928 | loss: 0.0311727 | val_loss: 0.0311715 | Time: 5716.35 ms [2021-01-21 00:31:51 main:574] : INFO : Epoch 1929 | loss: 0.0311716 | val_loss: 0.0311726 | Time: 5734.05 ms [2021-01-21 00:31:56 main:574] : INFO : Epoch 1930 | loss: 0.0311717 | val_loss: 0.0311735 | Time: 5667.41 ms [2021-01-21 00:32:02 main:574] : INFO : Epoch 1931 | loss: 0.0311718 | val_loss: 0.0311742 | Time: 5674.03 ms [2021-01-21 00:32:08 main:574] : INFO : Epoch 1932 | loss: 0.0311721 | val_loss: 0.0311773 | Time: 5740.36 ms [2021-01-21 00:32:14 main:574] : INFO : Epoch 1933 | loss: 0.0311728 | val_loss: 0.0311733 | Time: 5722.13 ms [2021-01-21 00:32:19 main:574] : INFO : Epoch 1934 | loss: 0.0311721 | val_loss: 0.0311751 | Time: 5717.43 ms [2021-01-21 00:32:25 main:574] : INFO : Epoch 1935 | loss: 0.0311736 | val_loss: 0.0311738 | Time: 5699.03 ms [2021-01-21 00:32:31 main:574] : INFO : Epoch 1936 | loss: 0.0311738 | val_loss: 0.0311761 | Time: 5719.15 ms [2021-01-21 00:32:37 main:574] : INFO : Epoch 1937 | loss: 0.0311737 | val_loss: 0.0311751 | Time: 5689.6 ms [2021-01-21 00:32:43 main:574] : INFO : Epoch 1938 | loss: 0.0311728 | val_loss: 0.0311742 | Time: 5716.54 ms [2021-01-21 00:32:49 main:574] : INFO : Epoch 1939 | loss: 0.0311726 | val_loss: 0.031176 | Time: 5794.82 ms [2021-01-21 00:32:54 main:574] : INFO : Epoch 1940 | loss: 0.031174 | val_loss: 0.031175 | Time: 5667.54 ms [2021-01-21 00:33:00 main:574] : INFO : Epoch 1941 | loss: 0.0311727 | val_loss: 0.0311749 | Time: 5734.11 ms [2021-01-21 00:33:06 main:574] : INFO : Epoch 1942 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 5722.6 ms [2021-01-21 00:33:12 main:574] : INFO : Epoch 1943 | loss: 0.0311713 | val_loss: 0.031174 | Time: 5664.68 ms [2021-01-21 00:33:17 main:574] : INFO : Epoch 1944 | loss: 0.0311714 | val_loss: 0.0311738 | Time: 5731.06 ms [2021-01-21 00:33:23 main:574] : INFO : Epoch 1945 | loss: 0.0311714 | val_loss: 0.0311745 | Time: 5704.04 ms [2021-01-21 00:33:29 main:574] : INFO : Epoch 1946 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 5756.49 ms [2021-01-21 00:33:35 main:574] : INFO : Epoch 1947 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 5684.42 ms [2021-01-21 00:33:41 main:574] : INFO : Epoch 1948 | loss: 0.0311727 | val_loss: 0.0311738 | Time: 5656.73 ms [2021-01-21 00:33:46 main:574] : INFO : Epoch 1949 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 5733.99 ms [2021-01-21 00:33:52 main:574] : INFO : Epoch 1950 | loss: 0.0311713 | val_loss: 0.0311739 | Time: 5670.81 ms [2021-01-21 00:33:58 main:574] : INFO : Epoch 1951 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 5718.21 ms [2021-01-21 00:34:04 main:574] : INFO : Epoch 1952 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 5753.86 ms [2021-01-21 00:34:09 main:574] : INFO : Epoch 1953 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 5690.14 ms [2021-01-21 00:34:15 main:574] : INFO : Epoch 1954 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 5709.52 ms [2021-01-21 00:34:21 main:574] : INFO : Epoch 1955 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 5692.8 ms [2021-01-21 00:34:27 main:574] : INFO : Epoch 1956 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 5759.49 ms [2021-01-21 00:34:33 main:574] : INFO : Epoch 1957 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 5719.82 ms [2021-01-21 00:34:38 main:574] : INFO : Epoch 1958 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 5655.43 ms [2021-01-21 00:34:44 main:574] : INFO : Epoch 1959 | loss: 0.0311702 | val_loss: 0.0311734 | Time: 5725.77 ms [2021-01-21 00:34:50 main:574] : INFO : Epoch 1960 | loss: 0.0311699 | val_loss: 0.0311747 | Time: 5671.09 ms [2021-01-21 00:34:56 main:574] : INFO : Epoch 1961 | loss: 0.0311701 | val_loss: 0.0311739 | Time: 5712.63 ms [2021-01-21 00:35:02 main:574] : INFO : Epoch 1962 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 5656.34 ms [2021-01-21 00:35:07 main:574] : INFO : Epoch 1963 | loss: 0.0311719 | val_loss: 0.0311797 | Time: 5850.97 ms [2021-01-21 00:35:13 main:574] : INFO : Epoch 1964 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 5781.31 ms [2021-01-21 00:35:19 main:574] : INFO : Epoch 1965 | loss: 0.0311739 | val_loss: 0.0311753 | Time: 5672.41 ms [2021-01-21 00:35:25 main:574] : INFO : Epoch 1966 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 5662.31 ms [2021-01-21 00:35:31 main:574] : INFO : Epoch 1967 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 5697.67 ms [2021-01-21 00:35:36 main:574] : INFO : Epoch 1968 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 5774.37 ms [2021-01-21 00:35:42 main:574] : INFO : Epoch 1969 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 5723.13 ms [2021-01-21 00:35:48 main:574] : INFO : Epoch 1970 | loss: 0.0311708 | val_loss: 0.0311766 | Time: 5709.89 ms [2021-01-21 00:35:54 main:574] : INFO : Epoch 1971 | loss: 0.031173 | val_loss: 0.0311768 | Time: 5675.05 ms [2021-01-21 00:36:00 main:574] : INFO : Epoch 1972 | loss: 0.0311718 | val_loss: 0.0311764 | Time: 5827.83 ms [2021-01-21 00:36:05 main:574] : INFO : Epoch 1973 | loss: 0.0311719 | val_loss: 0.0311775 | Time: 5735.36 ms [2021-01-21 00:36:11 main:574] : INFO : Epoch 1974 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 5659.22 ms [2021-01-21 00:36:17 main:574] : INFO : Epoch 1975 | loss: 0.0311722 | val_loss: 0.0311796 | Time: 5750.73 ms [2021-01-21 00:36:23 main:574] : INFO : Epoch 1976 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 5737.77 ms [2021-01-21 00:36:29 main:574] : INFO : Epoch 1977 | loss: 0.0311718 | val_loss: 0.031179 | Time: 5658.54 ms [2021-01-21 00:36:34 main:574] : INFO : Epoch 1978 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 5698.95 ms [2021-01-21 00:36:40 main:574] : INFO : Epoch 1979 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 5689.25 ms [2021-01-21 00:36:46 main:574] : INFO : Epoch 1980 | loss: 0.0311701 | val_loss: 0.0311786 | Time: 5666.64 ms [2021-01-21 00:36:52 main:574] : INFO : Epoch 1981 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 5702.74 ms [2021-01-21 00:36:57 main:574] : INFO : Epoch 1982 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 5658.18 ms [2021-01-21 00:37:03 main:574] : INFO : Epoch 1983 | loss: 0.031173 | val_loss: 0.031179 | Time: 5670.48 ms [2021-01-21 00:37:09 main:574] : INFO : Epoch 1984 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 5699.6 ms [2021-01-21 00:37:15 main:574] : INFO : Epoch 1985 | loss: 0.0311725 | val_loss: 0.031175 | Time: 5760.55 ms [2021-01-21 00:37:21 main:574] : INFO : Epoch 1986 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 5660.34 ms [2021-01-21 00:37:26 main:574] : INFO : Epoch 1987 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 5655.01 ms [2021-01-21 00:37:32 main:574] : INFO : Epoch 1988 | loss: 0.0311721 | val_loss: 0.0311769 | Time: 5733.92 ms [2021-01-21 00:37:38 main:574] : INFO : Epoch 1989 | loss: 0.0311706 | val_loss: 0.0311754 | Time: 5844.23 ms [2021-01-21 00:37:44 main:574] : INFO : Epoch 1990 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 5705.7 ms [2021-01-21 00:37:50 main:574] : INFO : Epoch 1991 | loss: 0.0311707 | val_loss: 0.0311738 | Time: 5737.56 ms [2021-01-21 00:37:55 main:574] : INFO : Epoch 1992 | loss: 0.03117 | val_loss: 0.0311744 | Time: 5673.43 ms [2021-01-21 00:38:01 main:574] : INFO : Epoch 1993 | loss: 0.0311696 | val_loss: 0.0311738 | Time: 5711.04 ms [2021-01-21 00:38:07 main:574] : INFO : Epoch 1994 | loss: 0.0311692 | val_loss: 0.0311739 | Time: 5703.36 ms [2021-01-21 00:38:13 main:574] : INFO : Epoch 1995 | loss: 0.0311693 | val_loss: 0.0311731 | Time: 5701.45 ms [2021-01-21 00:38:19 main:574] : INFO : Epoch 1996 | loss: 0.0311693 | val_loss: 0.0311731 | Time: 5763.84 ms [2021-01-21 00:38:24 main:574] : INFO : Epoch 1997 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 5687.89 ms [2021-01-21 00:38:30 main:574] : INFO : Epoch 1998 | loss: 0.031169 | val_loss: 0.0311737 | Time: 5712.02 ms [2021-01-21 00:38:36 main:574] : INFO : Epoch 1999 | loss: 0.0311691 | val_loss: 0.0311724 | Time: 5763.32 ms [2021-01-21 00:38:42 main:574] : INFO : Epoch 2000 | loss: 0.0311713 | val_loss: 0.0311742 | Time: 5738.7 ms [2021-01-21 00:38:48 main:574] : INFO : Epoch 2001 | loss: 0.0311694 | val_loss: 0.0311731 | Time: 5713.54 ms [2021-01-21 00:38:53 main:574] : INFO : Epoch 2002 | loss: 0.0311695 | val_loss: 0.0311739 | Time: 5737.74 ms [2021-01-21 00:38:59 main:574] : INFO : Epoch 2003 | loss: 0.0311697 | val_loss: 0.0311742 | Time: 5654.19 ms [2021-01-21 00:39:05 main:574] : INFO : Epoch 2004 | loss: 0.0311715 | val_loss: 0.0311735 | Time: 5753.9 ms [2021-01-21 00:39:11 main:574] : INFO : Epoch 2005 | loss: 0.0311698 | val_loss: 0.0311728 | Time: 5710.5 ms [2021-01-21 00:39:17 main:574] : INFO : Epoch 2006 | loss: 0.0311691 | val_loss: 0.0311727 | Time: 5704.74 ms [2021-01-21 00:39:22 main:574] : INFO : Epoch 2007 | loss: 0.0311743 | val_loss: 0.0311746 | Time: 5653.71 ms [2021-01-21 00:39:28 main:574] : INFO : Epoch 2008 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 5760.95 ms [2021-01-21 00:39:34 main:574] : INFO : Epoch 2009 | loss: 0.0311719 | val_loss: 0.0311737 | Time: 5703.15 ms [2021-01-21 00:39:40 main:574] : INFO : Epoch 2010 | loss: 0.0311714 | val_loss: 0.0311736 | Time: 5705.12 ms [2021-01-21 00:39:46 main:574] : INFO : Epoch 2011 | loss: 0.0311714 | val_loss: 0.0311739 | Time: 5703.08 ms [2021-01-21 00:39:51 main:574] : INFO : Epoch 2012 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 5838.41 ms [2021-01-21 00:39:57 main:574] : INFO : Epoch 2013 | loss: 0.0311716 | val_loss: 0.0311744 | Time: 5657.81 ms [2021-01-21 00:40:03 main:574] : INFO : Epoch 2014 | loss: 0.0311711 | val_loss: 0.0311728 | Time: 5720.22 ms [2021-01-21 00:40:09 main:574] : INFO : Epoch 2015 | loss: 0.0311706 | val_loss: 0.0311728 | Time: 5708.44 ms [2021-01-21 00:40:15 main:574] : INFO : Epoch 2016 | loss: 0.0311707 | val_loss: 0.031173 | Time: 5697.95 ms [2021-01-21 00:40:21 main:574] : INFO : Epoch 2017 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 5687.43 ms [2021-01-21 00:40:27 main:574] : INFO : Epoch 2018 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 5670.47 ms [2021-01-21 00:40:33 main:574] : INFO : Epoch 2019 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 5689.56 ms [2021-01-21 00:40:38 main:574] : INFO : Epoch 2020 | loss: 0.0311713 | val_loss: 0.0311738 | Time: 5707.77 ms [2021-01-21 00:40:44 main:574] : INFO : Epoch 2021 | loss: 0.0311709 | val_loss: 0.031173 | Time: 5676.97 ms [2021-01-21 00:40:50 main:574] : INFO : Epoch 2022 | loss: 0.0311712 | val_loss: 0.0311739 | Time: 5729.96 ms [2021-01-21 00:40:56 main:574] : INFO : Epoch 2023 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 5733.86 ms [2021-01-21 00:41:01 main:574] : INFO : Epoch 2024 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 5677.72 ms [2021-01-21 00:41:07 main:574] : INFO : Epoch 2025 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 5715.55 ms [2021-01-21 00:41:13 main:574] : INFO : Epoch 2026 | loss: 0.0311705 | val_loss: 0.031173 | Time: 5749.54 ms [2021-01-21 00:41:19 main:574] : INFO : Epoch 2027 | loss: 0.0311705 | val_loss: 0.0311726 | Time: 5748.97 ms [2021-01-21 00:41:25 main:574] : INFO : Epoch 2028 | loss: 0.0311705 | val_loss: 0.0311729 | Time: 5754.47 ms [2021-01-21 00:41:31 main:574] : INFO : Epoch 2029 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 5757.02 ms [2021-01-21 00:41:36 main:574] : INFO : Epoch 2030 | loss: 0.0311708 | val_loss: 0.0311725 | Time: 5726.49 ms [2021-01-21 00:41:42 main:574] : INFO : Epoch 2031 | loss: 0.031171 | val_loss: 0.0311743 | Time: 5686.36 ms [2021-01-21 00:41:48 main:574] : INFO : Epoch 2032 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 5723.19 ms [2021-01-21 00:41:54 main:574] : INFO : Epoch 2033 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 5665.61 ms [2021-01-21 00:41:59 main:574] : INFO : Epoch 2034 | loss: 0.0311725 | val_loss: 0.0311732 | Time: 5684.88 ms [2021-01-21 00:42:05 main:574] : INFO : Epoch 2035 | loss: 0.0311699 | val_loss: 0.0311722 | Time: 5718.43 ms [2021-01-21 00:42:11 main:574] : INFO : Epoch 2036 | loss: 0.0311694 | val_loss: 0.0311729 | Time: 5695.5 ms [2021-01-21 00:42:17 main:574] : INFO : Epoch 2037 | loss: 0.0311703 | val_loss: 0.0311723 | Time: 5740.9 ms [2021-01-21 00:42:23 main:574] : INFO : Epoch 2038 | loss: 0.031171 | val_loss: 0.0311735 | Time: 5682.08 ms [2021-01-21 00:42:28 main:574] : INFO : Epoch 2039 | loss: 0.0311716 | val_loss: 0.0311726 | Time: 5687.63 ms [2021-01-21 00:42:34 main:574] : INFO : Epoch 2040 | loss: 0.0311697 | val_loss: 0.031173 | Time: 5673.56 ms [2021-01-21 00:42:40 main:574] : INFO : Epoch 2041 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 5741.64 ms [2021-01-21 00:42:46 main:574] : INFO : Epoch 2042 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 5683.83 ms [2021-01-21 00:42:52 main:574] : INFO : Epoch 2043 | loss: 0.0311711 | val_loss: 0.0311766 | Time: 5671.21 ms [2021-01-21 00:42:57 main:574] : INFO : Epoch 2044 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 5747.8 ms [2021-01-21 00:43:03 main:574] : INFO : Epoch 2045 | loss: 0.0311691 | val_loss: 0.0311753 | Time: 5733.97 ms [2021-01-21 00:43:09 main:574] : INFO : Epoch 2046 | loss: 0.0311688 | val_loss: 0.0311719 | Time: 5677.31 ms [2021-01-21 00:43:15 main:574] : INFO : Epoch 2047 | loss: 0.0311681 | val_loss: 0.0311708 | Time: 5734.34 ms [2021-01-21 00:43:21 main:574] : INFO : Epoch 2048 | loss: 0.0311692 | val_loss: 0.031172 | Time: 5718.4 ms [2021-01-21 00:43:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031172 [2021-01-21 00:43:21 main:603] : INFO : Saving end state to config to file [2021-01-21 00:43:21 main:608] : INFO : Success, exiting.. 00:43:21 (9944): 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)