Task 3748906
| Name | ParityModified-1608176251-12873-5_0 |
| Workunit | 1926775 |
| Created | 21 Jan 2021, 9:44:40 UTC |
| Sent | 22 Jan 2021, 13:54:32 UTC |
| Report deadline | 29 Jan 2021, 13:54:32 UTC |
| Received | 22 Jan 2021, 17:22:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 18 min 24 sec |
| CPU time | 2 hours 54 min 1 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> ] : INFO : Epoch 1542 | loss: 0.0311591 | val_loss: 0.0311656 | Time: 5712.72 ms [2021-01-22 08:33:02 main:574] : INFO : Epoch 1543 | loss: 0.0311595 | val_loss: 0.031164 | Time: 5698.34 ms [2021-01-22 08:33:08 main:574] : INFO : Epoch 1544 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 5668.73 ms [2021-01-22 08:33:13 main:574] : INFO : Epoch 1545 | loss: 0.0311596 | val_loss: 0.0311636 | Time: 5699.06 ms [2021-01-22 08:33:19 main:574] : INFO : Epoch 1546 | loss: 0.0311577 | val_loss: 0.031164 | Time: 5727.13 ms [2021-01-22 08:33:25 main:574] : INFO : Epoch 1547 | loss: 0.0311575 | val_loss: 0.0311658 | Time: 5768.55 ms [2021-01-22 08:33:31 main:574] : INFO : Epoch 1548 | loss: 0.0311555 | val_loss: 0.0311684 | Time: 5743.09 ms [2021-01-22 08:33:37 main:574] : INFO : Epoch 1549 | loss: 0.0311542 | val_loss: 0.0311653 | Time: 5736.94 ms [2021-01-22 08:33:43 main:574] : INFO : Epoch 1550 | loss: 0.0311534 | val_loss: 0.0311636 | Time: 5661.57 ms [2021-01-22 08:33:48 main:574] : INFO : Epoch 1551 | loss: 0.0311535 | val_loss: 0.0311697 | Time: 5685.52 ms [2021-01-22 08:33:54 main:574] : INFO : Epoch 1552 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 5732.39 ms [2021-01-22 08:34:00 main:574] : INFO : Epoch 1553 | loss: 0.0311574 | val_loss: 0.0311678 | Time: 5674.95 ms [2021-01-22 08:34:06 main:574] : INFO : Epoch 1554 | loss: 0.031162 | val_loss: 0.0311679 | Time: 5699.06 ms [2021-01-22 08:34:11 main:574] : INFO : Epoch 1555 | loss: 0.0311614 | val_loss: 0.0311687 | Time: 5674.16 ms [2021-01-22 08:34:17 main:574] : INFO : Epoch 1556 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 5658.63 ms [2021-01-22 08:34:23 main:574] : INFO : Epoch 1557 | loss: 0.0311594 | val_loss: 0.0311665 | Time: 5673.8 ms [2021-01-22 08:34:29 main:574] : INFO : Epoch 1558 | loss: 0.0311601 | val_loss: 0.0311733 | Time: 5700.67 ms [2021-01-22 08:34:35 main:574] : INFO : Epoch 1559 | loss: 0.0311689 | val_loss: 0.0311719 | Time: 5675.96 ms [2021-01-22 08:34:40 main:574] : INFO : Epoch 1560 | loss: 0.0311671 | val_loss: 0.0311712 | Time: 5667.7 ms [2021-01-22 08:34:46 main:574] : INFO : Epoch 1561 | loss: 0.0311651 | val_loss: 0.0311684 | Time: 5733.51 ms [2021-01-22 08:34:52 main:574] : INFO : Epoch 1562 | loss: 0.031165 | val_loss: 0.0311658 | Time: 5719.21 ms [2021-01-22 08:34:58 main:574] : INFO : Epoch 1563 | loss: 0.0311635 | val_loss: 0.0311668 | Time: 5681.59 ms [2021-01-22 08:35:04 main:574] : INFO : Epoch 1564 | loss: 0.0311613 | val_loss: 0.0311665 | Time: 5718.17 ms [2021-01-22 08:35:09 main:574] : INFO : Epoch 1565 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 5664.05 ms [2021-01-22 08:35:15 main:574] : INFO : Epoch 1566 | loss: 0.0311617 | val_loss: 0.0311701 | Time: 5652.93 ms [2021-01-22 08:35:21 main:574] : INFO : Epoch 1567 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 5793.56 ms [2021-01-22 08:35:27 main:574] : INFO : Epoch 1568 | loss: 0.0311607 | val_loss: 0.031171 | Time: 5660.81 ms [2021-01-22 08:35:32 main:574] : INFO : Epoch 1569 | loss: 0.0311582 | val_loss: 0.0311705 | Time: 5720.8 ms [2021-01-22 08:35:38 main:574] : INFO : Epoch 1570 | loss: 0.0311579 | val_loss: 0.0311696 | Time: 5672.97 ms [2021-01-22 08:35:44 main:574] : INFO : Epoch 1571 | loss: 0.0311576 | val_loss: 0.0311711 | Time: 5702.35 ms [2021-01-22 08:35:50 main:574] : INFO : Epoch 1572 | loss: 0.0311593 | val_loss: 0.0311723 | Time: 5656.9 ms [2021-01-22 08:35:56 main:574] : INFO : Epoch 1573 | loss: 0.03116 | val_loss: 0.0311721 | Time: 5741.1 ms [2021-01-22 08:36:01 main:574] : INFO : Epoch 1574 | loss: 0.0311598 | val_loss: 0.0311756 | Time: 5667.36 ms [2021-01-22 08:36:07 main:574] : INFO : Epoch 1575 | loss: 0.0311596 | val_loss: 0.0311704 | Time: 5718.79 ms [2021-01-22 08:36:13 main:574] : INFO : Epoch 1576 | loss: 0.0311606 | val_loss: 0.0311726 | Time: 5689.82 ms [2021-01-22 08:36:19 main:574] : INFO : Epoch 1577 | loss: 0.0311584 | val_loss: 0.0311725 | Time: 5659.06 ms [2021-01-22 08:36:24 main:574] : INFO : Epoch 1578 | loss: 0.0311575 | val_loss: 0.031171 | Time: 5682.85 ms [2021-01-22 08:36:30 main:574] : INFO : Epoch 1579 | loss: 0.0311614 | val_loss: 0.0311767 | Time: 5658.98 ms [2021-01-22 08:36:36 main:574] : INFO : Epoch 1580 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 5659.31 ms [2021-01-22 08:36:42 main:574] : INFO : Epoch 1581 | loss: 0.0311602 | val_loss: 0.031177 | Time: 5721.71 ms [2021-01-22 08:36:48 main:574] : INFO : Epoch 1582 | loss: 0.0311605 | val_loss: 0.0311739 | Time: 5723.42 ms [2021-01-22 08:36:53 main:574] : INFO : Epoch 1583 | loss: 0.0311578 | val_loss: 0.0311727 | Time: 5668.06 ms [2021-01-22 08:36:59 main:574] : INFO : Epoch 1584 | loss: 0.0311584 | val_loss: 0.0311785 | Time: 5699.17 ms [2021-01-22 08:37:05 main:574] : INFO : Epoch 1585 | loss: 0.0311614 | val_loss: 0.0311693 | Time: 5718.31 ms [2021-01-22 08:37:11 main:574] : INFO : Epoch 1586 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 5684.52 ms [2021-01-22 08:37:17 main:574] : INFO : Epoch 1587 | loss: 0.0311591 | val_loss: 0.0311674 | Time: 5700.37 ms [2021-01-22 08:37:22 main:574] : INFO : Epoch 1588 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 5721.54 ms [2021-01-22 08:37:28 main:574] : INFO : Epoch 1589 | loss: 0.0311561 | val_loss: 0.0311716 | Time: 5695.97 ms [2021-01-22 08:37:34 main:574] : INFO : Epoch 1590 | loss: 0.0311564 | val_loss: 0.031167 | Time: 5710.89 ms [2021-01-22 08:37:40 main:574] : INFO : Epoch 1591 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 5675.95 ms [2021-01-22 08:37:46 main:574] : INFO : Epoch 1592 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 5735.32 ms [2021-01-22 08:37:51 main:574] : INFO : Epoch 1593 | loss: 0.0311526 | val_loss: 0.0311679 | Time: 5714.9 ms [2021-01-22 08:37:57 main:574] : INFO : Epoch 1594 | loss: 0.0311528 | val_loss: 0.0311694 | Time: 5669.76 ms [2021-01-22 08:38:03 main:574] : INFO : Epoch 1595 | loss: 0.0311535 | val_loss: 0.031171 | Time: 5704.82 ms [2021-01-22 08:38:09 main:574] : INFO : Epoch 1596 | loss: 0.0311527 | val_loss: 0.0311685 | Time: 5711.64 ms [2021-01-22 08:38:15 main:574] : INFO : Epoch 1597 | loss: 0.0311544 | val_loss: 0.0311651 | Time: 5683.99 ms [2021-01-22 08:38:20 main:574] : INFO : Epoch 1598 | loss: 0.0311521 | val_loss: 0.0311675 | Time: 5660.59 ms [2021-01-22 08:38:26 main:574] : INFO : Epoch 1599 | loss: 0.0311519 | val_loss: 0.0311684 | Time: 5667.41 ms [2021-01-22 08:38:32 main:574] : INFO : Epoch 1600 | loss: 0.0311516 | val_loss: 0.0311727 | Time: 5686.23 ms [2021-01-22 08:38:38 main:574] : INFO : Epoch 1601 | loss: 0.031152 | val_loss: 0.031169 | Time: 5689.28 ms [2021-01-22 08:38:44 main:574] : INFO : Epoch 1602 | loss: 0.0311515 | val_loss: 0.0311679 | Time: 5707.93 ms [2021-01-22 08:38:49 main:574] : INFO : Epoch 1603 | loss: 0.031151 | val_loss: 0.0311732 | Time: 5710.52 ms [2021-01-22 08:38:55 main:574] : INFO : Epoch 1604 | loss: 0.0311512 | val_loss: 0.0311707 | Time: 5702.4 ms [2021-01-22 08:39:01 main:574] : INFO : Epoch 1605 | loss: 0.0311515 | val_loss: 0.0311708 | Time: 5657.91 ms [2021-01-22 08:39:07 main:574] : INFO : Epoch 1606 | loss: 0.0311515 | val_loss: 0.031174 | Time: 5670.58 ms [2021-01-22 08:39:12 main:574] : INFO : Epoch 1607 | loss: 0.0311492 | val_loss: 0.0311704 | Time: 5670.68 ms [2021-01-22 08:39:18 main:574] : INFO : Epoch 1608 | loss: 0.0311502 | val_loss: 0.0311724 | Time: 5712.57 ms [2021-01-22 08:39:24 main:574] : INFO : Epoch 1609 | loss: 0.0311485 | val_loss: 0.0311714 | Time: 5702.82 ms [2021-01-22 08:39:30 main:574] : INFO : Epoch 1610 | loss: 0.0311489 | val_loss: 0.031171 | Time: 5682.84 ms [2021-01-22 08:39:35 main:574] : INFO : Epoch 1611 | loss: 0.03115 | val_loss: 0.0311715 | Time: 5696.4 ms [2021-01-22 08:39:41 main:574] : INFO : Epoch 1612 | loss: 0.0311492 | val_loss: 0.0311738 | Time: 5740.1 ms [2021-01-22 08:39:47 main:574] : INFO : Epoch 1613 | loss: 0.0311505 | val_loss: 0.0311721 | Time: 5671.51 ms [2021-01-22 08:39:53 main:574] : INFO : Epoch 1614 | loss: 0.0311491 | val_loss: 0.0311714 | Time: 5695.12 ms [2021-01-22 08:39:59 main:574] : INFO : Epoch 1615 | loss: 0.0311476 | val_loss: 0.0311732 | Time: 5663.06 ms [2021-01-22 08:40:04 main:574] : INFO : Epoch 1616 | loss: 0.0311483 | val_loss: 0.0311675 | Time: 5742.86 ms [2021-01-22 08:40:10 main:574] : INFO : Epoch 1617 | loss: 0.031158 | val_loss: 0.0311706 | Time: 5754.26 ms [2021-01-22 08:40:16 main:574] : INFO : Epoch 1618 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 5758.19 ms [2021-01-22 08:40:22 main:574] : INFO : Epoch 1619 | loss: 0.0311753 | val_loss: 0.0311827 | Time: 5748.25 ms [2021-01-22 08:40:28 main:574] : INFO : Epoch 1620 | loss: 0.0311768 | val_loss: 0.0311791 | Time: 5668.81 ms [2021-01-22 08:40:34 main:574] : INFO : Epoch 1621 | loss: 0.0311751 | val_loss: 0.0311762 | Time: 5780.81 ms [2021-01-22 08:40:39 main:574] : INFO : Epoch 1622 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 5664.75 ms [2021-01-22 08:40:45 main:574] : INFO : Epoch 1623 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 5744.34 ms [2021-01-22 08:40:51 main:574] : INFO : Epoch 1624 | loss: 0.0311704 | val_loss: 0.031182 | Time: 5681.92 ms [2021-01-22 08:40:57 main:574] : INFO : Epoch 1625 | loss: 0.0311797 | val_loss: 0.0311861 | Time: 5718.27 ms [2021-01-22 08:41:03 main:574] : INFO : Epoch 1626 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 5723.84 ms [2021-01-22 08:41:08 main:574] : INFO : Epoch 1627 | loss: 0.0311797 | val_loss: 0.0311843 | Time: 5661.32 ms [2021-01-22 08:41:14 main:574] : INFO : Epoch 1628 | loss: 0.0311779 | val_loss: 0.0311846 | Time: 5668.79 ms [2021-01-22 08:41:20 main:574] : INFO : Epoch 1629 | loss: 0.0311761 | val_loss: 0.031183 | Time: 5700.08 ms [2021-01-22 08:41:26 main:574] : INFO : Epoch 1630 | loss: 0.0311757 | val_loss: 0.031186 | Time: 5680.15 ms [2021-01-22 08:41:31 main:574] : INFO : Epoch 1631 | loss: 0.0311763 | val_loss: 0.0311907 | Time: 5677.15 ms [2021-01-22 08:41:37 main:574] : INFO : Epoch 1632 | loss: 0.0311803 | val_loss: 0.0311921 | Time: 5659.24 ms [2021-01-22 08:41:43 main:574] : INFO : Epoch 1633 | loss: 0.0311802 | val_loss: 0.0312445 | Time: 5704.61 ms [2021-01-22 08:41:49 main:574] : INFO : Epoch 1634 | loss: 0.0322031 | val_loss: 0.036154 | Time: 5772.2 ms [2021-01-22 08:41:55 main:574] : INFO : Epoch 1635 | loss: 0.0325525 | val_loss: 0.0315129 | Time: 5656.25 ms [2021-01-22 08:42:00 main:574] : INFO : Epoch 1636 | loss: 0.0313403 | val_loss: 0.0312624 | Time: 5760.55 ms [2021-01-22 08:42:07 main:574] : INFO : Epoch 1637 | loss: 0.0312201 | val_loss: 0.0312023 | Time: 5668.32 ms [2021-01-22 08:42:12 main:574] : INFO : Epoch 1638 | loss: 0.0311955 | val_loss: 0.0311942 | Time: 5689.64 ms [2021-01-22 08:42:18 main:574] : INFO : Epoch 1639 | loss: 0.0311867 | val_loss: 0.0311899 | Time: 5667.57 ms [2021-01-22 08:42:24 main:574] : INFO : Epoch 1640 | loss: 0.0311826 | val_loss: 0.0311902 | Time: 5654.29 ms [2021-01-22 08:42:30 main:574] : INFO : Epoch 1641 | loss: 0.0311797 | val_loss: 0.0311942 | Time: 5731.28 ms [2021-01-22 08:42:35 main:574] : INFO : Epoch 1642 | loss: 0.0311813 | val_loss: 0.0311859 | Time: 5703.07 ms [2021-01-22 08:42:41 main:574] : INFO : Epoch 1643 | loss: 0.0311766 | val_loss: 0.0311842 | Time: 5674.89 ms [2021-01-22 08:42:47 main:574] : INFO : Epoch 1644 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 5660.39 ms [2021-01-22 08:42:53 main:574] : INFO : Epoch 1645 | loss: 0.031174 | val_loss: 0.0311839 | Time: 5697 ms [2021-01-22 08:42:59 main:574] : INFO : Epoch 1646 | loss: 0.031174 | val_loss: 0.0311862 | Time: 5671.43 ms [2021-01-22 08:43:04 main:574] : INFO : Epoch 1647 | loss: 0.0311729 | val_loss: 0.0311828 | Time: 5701.18 ms [2021-01-22 08:43:10 main:574] : INFO : Epoch 1648 | loss: 0.0311724 | val_loss: 0.0311833 | Time: 5782.98 ms [2021-01-22 08:43:16 main:574] : INFO : Epoch 1649 | loss: 0.0311714 | val_loss: 0.0311821 | Time: 5721.81 ms [2021-01-22 08:43:22 main:574] : INFO : Epoch 1650 | loss: 0.0311715 | val_loss: 0.031183 | Time: 5703.99 ms [2021-01-22 08:43:28 main:574] : INFO : Epoch 1651 | loss: 0.0311708 | val_loss: 0.031181 | Time: 5678.8 ms [2021-01-22 08:43:33 main:574] : INFO : Epoch 1652 | loss: 0.0311695 | val_loss: 0.0311801 | Time: 5726.49 ms [2021-01-22 08:43:39 main:574] : INFO : Epoch 1653 | loss: 0.0311692 | val_loss: 0.0311807 | Time: 5677.64 ms [2021-01-22 08:43:45 main:574] : INFO : Epoch 1654 | loss: 0.0311684 | val_loss: 0.0311799 | Time: 5675.13 ms [2021-01-22 08:43:51 main:574] : INFO : Epoch 1655 | loss: 0.0311683 | val_loss: 0.03118 | Time: 5745.82 ms [2021-01-22 08:43:57 main:574] : INFO : Epoch 1656 | loss: 0.0311678 | val_loss: 0.031182 | Time: 5755.43 ms [2021-01-22 08:44:03 main:574] : INFO : Epoch 1657 | loss: 0.0311682 | val_loss: 0.0311788 | Time: 5765.16 ms [2021-01-22 08:44:09 main:574] : INFO : Epoch 1658 | loss: 0.0311665 | val_loss: 0.0311793 | Time: 5821.07 ms [2021-01-22 08:44:14 main:574] : INFO : Epoch 1659 | loss: 0.0311669 | val_loss: 0.0311794 | Time: 5705.5 ms [2021-01-22 08:44:20 main:574] : INFO : Epoch 1660 | loss: 0.0311676 | val_loss: 0.0311813 | Time: 5653.89 ms [2021-01-22 08:44:26 main:574] : INFO : Epoch 1661 | loss: 0.0311669 | val_loss: 0.0311787 | Time: 5671.38 ms [2021-01-22 08:44:32 main:574] : INFO : Epoch 1662 | loss: 0.0311657 | val_loss: 0.0311791 | Time: 5684.23 ms [2021-01-22 08:44:37 main:574] : INFO : Epoch 1663 | loss: 0.0311654 | val_loss: 0.0311798 | Time: 5728.21 ms [2021-01-22 08:44:43 main:574] : INFO : Epoch 1664 | loss: 0.0311656 | val_loss: 0.0311788 | Time: 5677.26 ms [2021-01-22 08:44:49 main:574] : INFO : Epoch 1665 | loss: 0.0311656 | val_loss: 0.0311795 | Time: 5729.73 ms [2021-01-22 08:44:55 main:574] : INFO : Epoch 1666 | loss: 0.0311662 | val_loss: 0.0311858 | Time: 5693.48 ms [2021-01-22 08:45:01 main:574] : INFO : Epoch 1667 | loss: 0.0311681 | val_loss: 0.0311837 | Time: 5801.25 ms [2021-01-22 08:45:07 main:574] : INFO : Epoch 1668 | loss: 0.0311659 | val_loss: 0.0311812 | Time: 5746.25 ms [2021-01-22 08:45:12 main:574] : INFO : Epoch 1669 | loss: 0.0311643 | val_loss: 0.0311788 | Time: 5740.71 ms [2021-01-22 08:45:18 main:574] : INFO : Epoch 1670 | loss: 0.031164 | val_loss: 0.0311799 | Time: 5733.76 ms [2021-01-22 08:45:24 main:574] : INFO : Epoch 1671 | loss: 0.031164 | val_loss: 0.0311778 | Time: 5749.63 ms [2021-01-22 08:45:30 main:574] : INFO : Epoch 1672 | loss: 0.0311639 | val_loss: 0.03118 | Time: 5687.13 ms [2021-01-22 08:45:36 main:574] : INFO : Epoch 1673 | loss: 0.0311635 | val_loss: 0.0311801 | Time: 5724.22 ms [2021-01-22 08:45:42 main:574] : INFO : Epoch 1674 | loss: 0.0311626 | val_loss: 0.0311808 | Time: 5753.82 ms [2021-01-22 08:45:47 main:574] : INFO : Epoch 1675 | loss: 0.0311634 | val_loss: 0.0311798 | Time: 5729.25 ms [2021-01-22 08:45:53 main:574] : INFO : Epoch 1676 | loss: 0.0311627 | val_loss: 0.0311795 | Time: 5687.19 ms [2021-01-22 08:45:59 main:574] : INFO : Epoch 1677 | loss: 0.0311628 | val_loss: 0.0311803 | Time: 5696.11 ms [2021-01-22 08:46:05 main:574] : INFO : Epoch 1678 | loss: 0.0311629 | val_loss: 0.0311814 | Time: 5688.19 ms [2021-01-22 08:46:11 main:574] : INFO : Epoch 1679 | loss: 0.0311626 | val_loss: 0.0311835 | Time: 5804.73 ms [2021-01-22 08:46:16 main:574] : INFO : Epoch 1680 | loss: 0.0311627 | val_loss: 0.0311841 | Time: 5660.81 ms [2021-01-22 08:46:22 main:574] : INFO : Epoch 1681 | loss: 0.0311621 | val_loss: 0.0311793 | Time: 5669.03 ms [2021-01-22 08:46:28 main:574] : INFO : Epoch 1682 | loss: 0.031165 | val_loss: 0.0311816 | Time: 5730.33 ms [2021-01-22 08:46:34 main:574] : INFO : Epoch 1683 | loss: 0.0311647 | val_loss: 0.0311827 | Time: 5703.15 ms [2021-01-22 08:46:40 main:574] : INFO : Epoch 1684 | loss: 0.0311627 | val_loss: 0.0311817 | Time: 5865.4 ms [2021-01-22 08:46:45 main:574] : INFO : Epoch 1685 | loss: 0.0311619 | val_loss: 0.0311787 | Time: 5672.63 ms [2021-01-22 08:46:51 main:574] : INFO : Epoch 1686 | loss: 0.031163 | val_loss: 0.0311848 | Time: 5654.53 ms [2021-01-22 08:46:57 main:574] : INFO : Epoch 1687 | loss: 0.0311652 | val_loss: 0.0311803 | Time: 5670.21 ms [2021-01-22 08:47:03 main:574] : INFO : Epoch 1688 | loss: 0.0311642 | val_loss: 0.0311791 | Time: 5778.59 ms [2021-01-22 08:47:09 main:574] : INFO : Epoch 1689 | loss: 0.0311625 | val_loss: 0.0311807 | Time: 5657.27 ms [2021-01-22 08:47:14 main:574] : INFO : Epoch 1690 | loss: 0.0311622 | val_loss: 0.0311825 | Time: 5711.67 ms [2021-01-22 08:47:20 main:574] : INFO : Epoch 1691 | loss: 0.0311616 | val_loss: 0.031181 | Time: 5727.19 ms [2021-01-22 08:47:26 main:574] : INFO : Epoch 1692 | loss: 0.0311613 | val_loss: 0.0311798 | Time: 5699.18 ms [2021-01-22 08:47:32 main:574] : INFO : Epoch 1693 | loss: 0.0311604 | val_loss: 0.0311829 | Time: 5667.84 ms [2021-01-22 08:47:38 main:574] : INFO : Epoch 1694 | loss: 0.0311648 | val_loss: 0.0311845 | Time: 5703.22 ms [2021-01-22 08:47:43 main:574] : INFO : Epoch 1695 | loss: 0.0311659 | val_loss: 0.0311821 | Time: 5669.18 ms [2021-01-22 08:47:49 main:574] : INFO : Epoch 1696 | loss: 0.0311667 | val_loss: 0.031183 | Time: 5691.21 ms [2021-01-22 08:47:55 main:574] : INFO : Epoch 1697 | loss: 0.0311646 | val_loss: 0.0311836 | Time: 5747.42 ms [2021-01-22 08:48:01 main:574] : INFO : Epoch 1698 | loss: 0.0311633 | val_loss: 0.0311822 | Time: 5669.64 ms [2021-01-22 08:48:06 main:574] : INFO : Epoch 1699 | loss: 0.0311635 | val_loss: 0.0311819 | Time: 5690.85 ms [2021-01-22 08:48:12 main:574] : INFO : Epoch 1700 | loss: 0.0311615 | val_loss: 0.03118 | Time: 5692.73 ms [2021-01-22 08:48:18 main:574] : INFO : Epoch 1701 | loss: 0.0311624 | val_loss: 0.0311821 | Time: 5707.33 ms [2021-01-22 08:48:24 main:574] : INFO : Epoch 1702 | loss: 0.0311665 | val_loss: 0.0311813 | Time: 5657.17 ms [2021-01-22 08:48:30 main:574] : INFO : Epoch 1703 | loss: 0.0311656 | val_loss: 0.0311842 | Time: 5682.65 ms [2021-01-22 08:48:35 main:574] : INFO : Epoch 1704 | loss: 0.0311627 | val_loss: 0.0311808 | Time: 5670.41 ms [2021-01-22 08:48:41 main:574] : INFO : Epoch 1705 | loss: 0.0311616 | val_loss: 0.0311803 | Time: 5667.58 ms [2021-01-22 08:48:47 main:574] : INFO : Epoch 1706 | loss: 0.0311641 | val_loss: 0.0311819 | Time: 5715.56 ms [2021-01-22 08:48:53 main:574] : INFO : Epoch 1707 | loss: 0.0311653 | val_loss: 0.0311839 | Time: 5673.48 ms [2021-01-22 08:48:59 main:574] : INFO : Epoch 1708 | loss: 0.0311709 | val_loss: 0.0311806 | Time: 5683.18 ms [2021-01-22 08:49:04 main:574] : INFO : Epoch 1709 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 5654.29 ms [2021-01-22 08:49:10 main:574] : INFO : Epoch 1710 | loss: 0.0311726 | val_loss: 0.0311808 | Time: 5713.29 ms [2021-01-22 08:49:16 main:574] : INFO : Epoch 1711 | loss: 0.0311704 | val_loss: 0.0311811 | Time: 5657.21 ms [2021-01-22 08:49:22 main:574] : INFO : Epoch 1712 | loss: 0.0311689 | val_loss: 0.0311811 | Time: 5690.55 ms [2021-01-22 08:49:27 main:574] : INFO : Epoch 1713 | loss: 0.031168 | val_loss: 0.0311823 | Time: 5654.53 ms [2021-01-22 08:49:33 main:574] : INFO : Epoch 1714 | loss: 0.031167 | val_loss: 0.0311809 | Time: 5659.17 ms [2021-01-22 08:49:39 main:574] : INFO : Epoch 1715 | loss: 0.0311681 | val_loss: 0.0311807 | Time: 5677.49 ms [2021-01-22 08:49:45 main:574] : INFO : Epoch 1716 | loss: 0.0311669 | val_loss: 0.0311812 | Time: 5717.48 ms [2021-01-22 08:49:50 main:574] : INFO : Epoch 1717 | loss: 0.0311676 | val_loss: 0.0311803 | Time: 5678.65 ms [2021-01-22 08:49:56 main:574] : INFO : Epoch 1718 | loss: 0.0311668 | val_loss: 0.0311784 | Time: 5685.23 ms [2021-01-22 08:50:02 main:574] : INFO : Epoch 1719 | loss: 0.0311658 | val_loss: 0.0311814 | Time: 5765.45 ms [2021-01-22 08:50:08 main:574] : INFO : Epoch 1720 | loss: 0.0311645 | val_loss: 0.0311778 | Time: 5672.55 ms [2021-01-22 08:50:14 main:574] : INFO : Epoch 1721 | loss: 0.0311646 | val_loss: 0.0311806 | Time: 5685.23 ms [2021-01-22 08:50:19 main:574] : INFO : Epoch 1722 | loss: 0.031163 | val_loss: 0.0311783 | Time: 5761.08 ms [2021-01-22 08:50:25 main:574] : INFO : Epoch 1723 | loss: 0.0311635 | val_loss: 0.0311853 | Time: 5709.36 ms [2021-01-22 08:50:31 main:574] : INFO : Epoch 1724 | loss: 0.0311645 | val_loss: 0.0311804 | Time: 5741.63 ms [2021-01-22 08:50:37 main:574] : INFO : Epoch 1725 | loss: 0.0311634 | val_loss: 0.031185 | Time: 5687.78 ms [2021-01-22 08:50:43 main:574] : INFO : Epoch 1726 | loss: 0.0311639 | val_loss: 0.0311784 | Time: 5699.57 ms [2021-01-22 08:50:48 main:574] : INFO : Epoch 1727 | loss: 0.0311652 | val_loss: 0.0311787 | Time: 5703.32 ms [2021-01-22 08:50:54 main:574] : INFO : Epoch 1728 | loss: 0.0311636 | val_loss: 0.0311796 | Time: 5733.29 ms [2021-01-22 08:51:00 main:574] : INFO : Epoch 1729 | loss: 0.0311631 | val_loss: 0.0311785 | Time: 5698.07 ms [2021-01-22 08:51:06 main:574] : INFO : Epoch 1730 | loss: 0.0311646 | val_loss: 0.0311798 | Time: 5661.14 ms [2021-01-22 08:51:11 main:574] : INFO : Epoch 1731 | loss: 0.0311635 | val_loss: 0.0311809 | Time: 5715.96 ms [2021-01-22 08:51:17 main:574] : INFO : Epoch 1732 | loss: 0.0311635 | val_loss: 0.0311842 | Time: 5734.7 ms [2021-01-22 08:51:23 main:574] : INFO : Epoch 1733 | loss: 0.0311643 | val_loss: 0.0311792 | Time: 5735.88 ms [2021-01-22 08:51:29 main:574] : INFO : Epoch 1734 | loss: 0.0311633 | val_loss: 0.03118 | Time: 5730.58 ms [2021-01-22 08:51:35 main:574] : INFO : Epoch 1735 | loss: 0.0311632 | val_loss: 0.0311813 | Time: 5718.38 ms [2021-01-22 08:51:41 main:574] : INFO : Epoch 1736 | loss: 0.0311621 | val_loss: 0.0311787 | Time: 5732.68 ms [2021-01-22 08:51:46 main:574] : INFO : Epoch 1737 | loss: 0.0311621 | val_loss: 0.0311797 | Time: 5827.55 ms [2021-01-22 08:51:52 main:574] : INFO : Epoch 1738 | loss: 0.0311634 | val_loss: 0.0311805 | Time: 5676.63 ms [2021-01-22 08:51:58 main:574] : INFO : Epoch 1739 | loss: 0.0311638 | val_loss: 0.0311822 | Time: 5672.95 ms [2021-01-22 08:52:04 main:574] : INFO : Epoch 1740 | loss: 0.0311655 | val_loss: 0.0311802 | Time: 5720.7 ms [2021-01-22 08:52:10 main:574] : INFO : Epoch 1741 | loss: 0.0311647 | val_loss: 0.0311824 | Time: 5684.71 ms [2021-01-22 08:52:15 main:574] : INFO : Epoch 1742 | loss: 0.0311663 | val_loss: 0.0311858 | Time: 5807.75 ms [2021-01-22 08:52:21 main:574] : INFO : Epoch 1743 | loss: 0.0311642 | val_loss: 0.031185 | Time: 5697.12 ms [2021-01-22 08:52:27 main:574] : INFO : Epoch 1744 | loss: 0.0311636 | val_loss: 0.0311841 | Time: 5662.11 ms [2021-01-22 08:52:33 main:574] : INFO : Epoch 1745 | loss: 0.0311622 | val_loss: 0.0311807 | Time: 5718.18 ms [2021-01-22 08:52:39 main:574] : INFO : Epoch 1746 | loss: 0.0311611 | val_loss: 0.0311795 | Time: 5660.88 ms [2021-01-22 08:52:44 main:574] : INFO : Epoch 1747 | loss: 0.0311606 | val_loss: 0.0311798 | Time: 5713.28 ms [2021-01-22 08:52:50 main:574] : INFO : Epoch 1748 | loss: 0.0311601 | val_loss: 0.0311791 | Time: 5698.6 ms [2021-01-22 08:52:56 main:574] : INFO : Epoch 1749 | loss: 0.0311605 | val_loss: 0.0311812 | Time: 5769.94 ms [2021-01-22 08:53:02 main:574] : INFO : Epoch 1750 | loss: 0.0311605 | val_loss: 0.0311825 | Time: 5773.23 ms [2021-01-22 08:53:08 main:574] : INFO : Epoch 1751 | loss: 0.0311597 | val_loss: 0.031178 | Time: 5722.56 ms [2021-01-22 08:53:13 main:574] : INFO : Epoch 1752 | loss: 0.0311608 | val_loss: 0.0311781 | Time: 5687.58 ms [2021-01-22 08:53:19 main:574] : INFO : Epoch 1753 | loss: 0.0311605 | val_loss: 0.0311804 | Time: 5691.85 ms [2021-01-22 08:53:25 main:574] : INFO : Epoch 1754 | loss: 0.0311607 | val_loss: 0.0311797 | Time: 5661.93 ms [2021-01-22 08:53:31 main:574] : INFO : Epoch 1755 | loss: 0.03116 | val_loss: 0.0311795 | Time: 5750.33 ms [2021-01-22 08:53:37 main:574] : INFO : Epoch 1756 | loss: 0.0311596 | val_loss: 0.031181 | Time: 5657.06 ms [2021-01-22 08:53:42 main:574] : INFO : Epoch 1757 | loss: 0.0311599 | val_loss: 0.0311806 | Time: 5723.4 ms [2021-01-22 08:53:48 main:574] : INFO : Epoch 1758 | loss: 0.0311597 | val_loss: 0.0311821 | Time: 5766.18 ms [2021-01-22 08:53:54 main:574] : INFO : Epoch 1759 | loss: 0.0311614 | val_loss: 0.031186 | Time: 5670.55 ms [2021-01-22 08:54:00 main:574] : INFO : Epoch 1760 | loss: 0.0311621 | val_loss: 0.0311802 | Time: 5775.47 ms [2021-01-22 08:54:06 main:574] : INFO : Epoch 1761 | loss: 0.0311614 | val_loss: 0.0311777 | Time: 5763.01 ms [2021-01-22 08:54:11 main:574] : INFO : Epoch 1762 | loss: 0.0311617 | val_loss: 0.0311813 | Time: 5652.81 ms [2021-01-22 08:54:17 main:574] : INFO : Epoch 1763 | loss: 0.0311604 | val_loss: 0.0311806 | Time: 5655.23 ms [2021-01-22 08:54:23 main:574] : INFO : Epoch 1764 | loss: 0.0311598 | val_loss: 0.0311806 | Time: 5664.31 ms [2021-01-22 08:54:29 main:574] : INFO : Epoch 1765 | loss: 0.0311613 | val_loss: 0.0311781 | Time: 5741.47 ms [2021-01-22 08:54:35 main:574] : INFO : Epoch 1766 | loss: 0.0311588 | val_loss: 0.0311785 | Time: 5777.9 ms [2021-01-22 08:54:40 main:574] : INFO : Epoch 1767 | loss: 0.0311596 | val_loss: 0.0311779 | Time: 5727.19 ms [2021-01-22 08:54:46 main:574] : INFO : Epoch 1768 | loss: 0.0311587 | val_loss: 0.0311781 | Time: 5656.49 ms [2021-01-22 08:54:52 main:574] : INFO : Epoch 1769 | loss: 0.0311624 | val_loss: 0.0311882 | Time: 5757.26 ms [2021-01-22 08:54:58 main:574] : INFO : Epoch 1770 | loss: 0.0311665 | val_loss: 0.0311857 | Time: 5738.32 ms [2021-01-22 08:55:04 main:574] : INFO : Epoch 1771 | loss: 0.0311635 | val_loss: 0.0311821 | Time: 5729.18 ms [2021-01-22 08:55:09 main:574] : INFO : Epoch 1772 | loss: 0.0311626 | val_loss: 0.0311791 | Time: 5658.22 ms [2021-01-22 08:55:15 main:574] : INFO : Epoch 1773 | loss: 0.0311632 | val_loss: 0.0311819 | Time: 5674.1 ms [2021-01-22 08:55:21 main:574] : INFO : Epoch 1774 | loss: 0.0311619 | val_loss: 0.031183 | Time: 5713.52 ms [2021-01-22 08:55:27 main:574] : INFO : Epoch 1775 | loss: 0.0311627 | val_loss: 0.0311815 | Time: 5796.68 ms [2021-01-22 08:55:33 main:574] : INFO : Epoch 1776 | loss: 0.0311626 | val_loss: 0.0311842 | Time: 5762.34 ms [2021-01-22 08:55:39 main:574] : INFO : Epoch 1777 | loss: 0.0311628 | val_loss: 0.0311808 | Time: 5694.65 ms [2021-01-22 08:55:44 main:574] : INFO : Epoch 1778 | loss: 0.0311604 | val_loss: 0.0311841 | Time: 5756.63 ms [2021-01-22 08:55:50 main:574] : INFO : Epoch 1779 | loss: 0.0311606 | val_loss: 0.0311916 | Time: 5709.5 ms [2021-01-22 08:55:56 main:574] : INFO : Epoch 1780 | loss: 0.0311637 | val_loss: 0.0311834 | Time: 5749.13 ms [2021-01-22 08:56:02 main:574] : INFO : Epoch 1781 | loss: 0.0311608 | val_loss: 0.0311776 | Time: 5703.12 ms [2021-01-22 08:56:08 main:574] : INFO : Epoch 1782 | loss: 0.0311606 | val_loss: 0.0311805 | Time: 5655.53 ms [2021-01-22 08:56:13 main:574] : INFO : Epoch 1783 | loss: 0.0311602 | val_loss: 0.0311858 | Time: 5659.76 ms [2021-01-22 08:56:19 main:574] : INFO : Epoch 1784 | loss: 0.0311611 | val_loss: 0.0311797 | Time: 5651.36 ms [2021-01-22 08:56:25 main:574] : INFO : Epoch 1785 | loss: 0.0311615 | val_loss: 0.0311804 | Time: 5707.12 ms [2021-01-22 08:56:31 main:574] : INFO : Epoch 1786 | loss: 0.0311635 | val_loss: 0.0311849 | Time: 5691.03 ms [2021-01-22 08:56:36 main:574] : INFO : Epoch 1787 | loss: 0.0311603 | val_loss: 0.0311795 | Time: 5674.04 ms [2021-01-22 08:56:42 main:574] : INFO : Epoch 1788 | loss: 0.0311612 | val_loss: 0.0311835 | Time: 5734.06 ms [2021-01-22 08:56:48 main:574] : INFO : Epoch 1789 | loss: 0.0311617 | val_loss: 0.0311843 | Time: 5656.42 ms [2021-01-22 08:56:54 main:574] : INFO : Epoch 1790 | loss: 0.0311596 | val_loss: 0.0311809 | Time: 5669.45 ms [2021-01-22 08:57:00 main:574] : INFO : Epoch 1791 | loss: 0.0311594 | val_loss: 0.0311819 | Time: 5656.37 ms [2021-01-22 08:57:05 main:574] : INFO : Epoch 1792 | loss: 0.0311614 | val_loss: 0.0311849 | Time: 5684.66 ms [2021-01-22 08:57:11 main:574] : INFO : Epoch 1793 | loss: 0.0311588 | val_loss: 0.031183 | Time: 5669.17 ms [2021-01-22 08:57:17 main:574] : INFO : Epoch 1794 | loss: 0.0311585 | val_loss: 0.0311812 | Time: 5774.89 ms [2021-01-22 08:57:23 main:574] : INFO : Epoch 1795 | loss: 0.0311593 | val_loss: 0.0311797 | Time: 5670.71 ms [2021-01-22 08:57:29 main:574] : INFO : Epoch 1796 | loss: 0.0311606 | val_loss: 0.0311822 | Time: 5778.83 ms [2021-01-22 08:57:34 main:574] : INFO : Epoch 1797 | loss: 0.0311611 | val_loss: 0.0311808 | Time: 5688.46 ms [2021-01-22 08:57:40 main:574] : INFO : Epoch 1798 | loss: 0.0311586 | val_loss: 0.0311815 | Time: 5709.13 ms [2021-01-22 08:57:46 main:574] : INFO : Epoch 1799 | loss: 0.0311601 | val_loss: 0.0311801 | Time: 5663.63 ms [2021-01-22 08:57:52 main:574] : INFO : Epoch 1800 | loss: 0.0311589 | val_loss: 0.0311804 | Time: 5677.43 ms [2021-01-22 08:57:57 main:574] : INFO : Epoch 1801 | loss: 0.0311595 | val_loss: 0.0311805 | Time: 5657.36 ms [2021-01-22 08:58:03 main:574] : INFO : Epoch 1802 | loss: 0.0311609 | val_loss: 0.0311803 | Time: 5746.44 ms [2021-01-22 08:58:09 main:574] : INFO : Epoch 1803 | loss: 0.0311606 | val_loss: 0.031184 | Time: 5661.54 ms [2021-01-22 08:58:15 main:574] : INFO : Epoch 1804 | loss: 0.0311598 | val_loss: 0.0311831 | Time: 5734.01 ms [2021-01-22 08:58:21 main:574] : INFO : Epoch 1805 | loss: 0.0311596 | val_loss: 0.0311808 | Time: 5713.02 ms [2021-01-22 08:58:27 main:574] : INFO : Epoch 1806 | loss: 0.0311607 | val_loss: 0.0311818 | Time: 5680.9 ms [2021-01-22 08:58:32 main:574] : INFO : Epoch 1807 | loss: 0.0311591 | val_loss: 0.0311806 | Time: 5693.59 ms [2021-01-22 08:58:38 main:574] : INFO : Epoch 1808 | loss: 0.0311582 | val_loss: 0.0311799 | Time: 5749.45 ms [2021-01-22 08:58:44 main:574] : INFO : Epoch 1809 | loss: 0.0311628 | val_loss: 0.0311849 | Time: 5751.92 ms [2021-01-22 08:58:50 main:574] : INFO : Epoch 1810 | loss: 0.0311622 | val_loss: 0.0311771 | Time: 5713.65 ms [2021-01-22 08:58:56 main:574] : INFO : Epoch 1811 | loss: 0.0311613 | val_loss: 0.0311789 | Time: 5762.02 ms [2021-01-22 08:59:01 main:574] : INFO : Epoch 1812 | loss: 0.0311598 | val_loss: 0.0311793 | Time: 5688.69 ms [2021-01-22 08:59:07 main:574] : INFO : Epoch 1813 | loss: 0.0311597 | val_loss: 0.0311853 | Time: 5685.75 ms [2021-01-22 08:59:13 main:574] : INFO : Epoch 1814 | loss: 0.0311631 | val_loss: 0.0311817 | Time: 5746.83 ms [2021-01-22 08:59:19 main:574] : INFO : Epoch 1815 | loss: 0.0311605 | val_loss: 0.0311834 | Time: 5667.73 ms [2021-01-22 08:59:25 main:574] : INFO : Epoch 1816 | loss: 0.0311593 | val_loss: 0.0311832 | Time: 5708.08 ms [2021-01-22 08:59:30 main:574] : INFO : Epoch 1817 | loss: 0.0311583 | val_loss: 0.0311799 | Time: 5655.04 ms [2021-01-22 08:59:36 main:574] : INFO : Epoch 1818 | loss: 0.0311577 | val_loss: 0.0311823 | Time: 5688.92 ms [2021-01-22 08:59:42 main:574] : INFO : Epoch 1819 | loss: 0.0311574 | val_loss: 0.0311796 | Time: 5664.48 ms [2021-01-22 08:59:48 main:574] : INFO : Epoch 1820 | loss: 0.0311571 | val_loss: 0.0311788 | Time: 5662.5 ms [2021-01-22 08:59:53 main:574] : INFO : Epoch 1821 | loss: 0.0311571 | val_loss: 0.0311792 | Time: 5740.76 ms [2021-01-22 08:59:59 main:574] : INFO : Epoch 1822 | loss: 0.0311583 | val_loss: 0.0311781 | Time: 5673.78 ms [2021-01-22 09:00:05 main:574] : INFO : Epoch 1823 | loss: 0.0311585 | val_loss: 0.0311797 | Time: 5706.13 ms [2021-01-22 09:00:11 main:574] : INFO : Epoch 1824 | loss: 0.0311585 | val_loss: 0.0311822 | Time: 5712.65 ms [2021-01-22 09:00:17 main:574] : INFO : Epoch 1825 | loss: 0.0311599 | val_loss: 0.0311779 | Time: 5729.23 ms [2021-01-22 09:00:22 main:574] : INFO : Epoch 1826 | loss: 0.0311588 | val_loss: 0.0311783 | Time: 5722.3 ms [2021-01-22 09:00:28 main:574] : INFO : Epoch 1827 | loss: 0.031159 | val_loss: 0.0311802 | Time: 5703.71 ms [2021-01-22 09:00:34 main:574] : INFO : Epoch 1828 | loss: 0.0311624 | val_loss: 0.0311804 | Time: 5677.2 ms [2021-01-22 09:00:40 main:574] : INFO : Epoch 1829 | loss: 0.0311621 | val_loss: 0.0311799 | Time: 5675.17 ms [2021-01-22 09:00:46 main:574] : INFO : Epoch 1830 | loss: 0.0311613 | val_loss: 0.0311744 | Time: 5837.3 ms [2021-01-22 09:00:52 main:574] : INFO : Epoch 1831 | loss: 0.03116 | val_loss: 0.0311764 | Time: 5792.47 ms [2021-01-22 09:00:57 main:574] : INFO : Epoch 1832 | loss: 0.0311609 | val_loss: 0.0311782 | Time: 5739.61 ms [2021-01-22 09:01:03 main:574] : INFO : Epoch 1833 | loss: 0.0311602 | val_loss: 0.0311758 | Time: 5704.94 ms [2021-01-22 09:01:09 main:574] : INFO : Epoch 1834 | loss: 0.0311579 | val_loss: 0.0311782 | Time: 5678.13 ms [2021-01-22 09:01:15 main:574] : INFO : Epoch 1835 | loss: 0.0311574 | val_loss: 0.0311797 | Time: 5758.38 ms [2021-01-22 09:01:21 main:574] : INFO : Epoch 1836 | loss: 0.0311584 | val_loss: 0.0311822 | Time: 5700.7 ms [2021-01-22 09:01:26 main:574] : INFO : Epoch 1837 | loss: 0.0311605 | val_loss: 0.0311818 | Time: 5654.61 ms [2021-01-22 09:01:32 main:574] : INFO : Epoch 1838 | loss: 0.0311585 | val_loss: 0.0311771 | Time: 5734.46 ms [2021-01-22 09:01:38 main:574] : INFO : Epoch 1839 | loss: 0.0311571 | val_loss: 0.0311785 | Time: 5663.99 ms [2021-01-22 09:01:44 main:574] : INFO : Epoch 1840 | loss: 0.0311568 | val_loss: 0.0311821 | Time: 5763.32 ms [2021-01-22 09:01:50 main:574] : INFO : Epoch 1841 | loss: 0.0311575 | val_loss: 0.0311813 | Time: 5663.06 ms [2021-01-22 09:01:55 main:574] : INFO : Epoch 1842 | loss: 0.0311571 | val_loss: 0.0311834 | Time: 5672.49 ms [2021-01-22 09:02:01 main:574] : INFO : Epoch 1843 | loss: 0.0311567 | val_loss: 0.0311773 | Time: 5731.15 ms [2021-01-22 09:02:07 main:574] : INFO : Epoch 1844 | loss: 0.0311567 | val_loss: 0.0311773 | Time: 5799.44 ms [2021-01-22 09:02:13 main:574] : INFO : Epoch 1845 | loss: 0.0311564 | val_loss: 0.0311792 | Time: 5759.98 ms [2021-01-22 09:02:19 main:574] : INFO : Epoch 1846 | loss: 0.0311572 | val_loss: 0.031179 | Time: 5692.31 ms [2021-01-22 09:02:24 main:574] : INFO : Epoch 1847 | loss: 0.0311563 | val_loss: 0.0311805 | Time: 5717.29 ms [2021-01-22 09:02:30 main:574] : INFO : Epoch 1848 | loss: 0.0311576 | val_loss: 0.0311799 | Time: 5666.42 ms [2021-01-22 09:02:36 main:574] : INFO : Epoch 1849 | loss: 0.0311568 | val_loss: 0.0311858 | Time: 5701.79 ms [2021-01-22 09:02:42 main:574] : INFO : Epoch 1850 | loss: 0.0311571 | val_loss: 0.0311812 | Time: 5675.22 ms [2021-01-22 09:02:48 main:574] : INFO : Epoch 1851 | loss: 0.0311575 | val_loss: 0.0311745 | Time: 5688.16 ms [2021-01-22 09:02:53 main:574] : INFO : Epoch 1852 | loss: 0.0311571 | val_loss: 0.0311754 | Time: 5711 ms [2021-01-22 09:02:59 main:574] : INFO : Epoch 1853 | loss: 0.0311576 | val_loss: 0.0311827 | Time: 5693.57 ms [2021-01-22 09:03:05 main:574] : INFO : Epoch 1854 | loss: 0.0311581 | val_loss: 0.0311844 | Time: 5708.49 ms [2021-01-22 09:03:11 main:574] : INFO : Epoch 1855 | loss: 0.0311576 | val_loss: 0.0311801 | Time: 5659.21 ms [2021-01-22 09:03:16 main:574] : INFO : Epoch 1856 | loss: 0.0311575 | val_loss: 0.0311796 | Time: 5676.82 ms [2021-01-22 09:03:22 main:574] : INFO : Epoch 1857 | loss: 0.0311586 | val_loss: 0.0311888 | Time: 5662.71 ms [2021-01-22 09:03:28 main:574] : INFO : Epoch 1858 | loss: 0.0311596 | val_loss: 0.0311822 | Time: 5742.59 ms [2021-01-22 09:03:34 main:574] : INFO : Epoch 1859 | loss: 0.0311575 | val_loss: 0.0311788 | Time: 5747.8 ms [2021-01-22 09:03:40 main:574] : INFO : Epoch 1860 | loss: 0.0311553 | val_loss: 0.0311786 | Time: 5703.59 ms [2021-01-22 09:03:45 main:574] : INFO : Epoch 1861 | loss: 0.0311548 | val_loss: 0.0311776 | Time: 5667.83 ms [2021-01-22 09:03:51 main:574] : INFO : Epoch 1862 | loss: 0.0311548 | val_loss: 0.0311769 | Time: 5675.46 ms [2021-01-22 09:03:57 main:574] : INFO : Epoch 1863 | loss: 0.0311547 | val_loss: 0.0311781 | Time: 5752.44 ms [2021-01-22 09:04:03 main:574] : INFO : Epoch 1864 | loss: 0.0311551 | val_loss: 0.0311795 | Time: 5689.02 ms [2021-01-22 09:04:09 main:574] : INFO : Epoch 1865 | loss: 0.0311551 | val_loss: 0.0311794 | Time: 5667.57 ms [2021-01-22 09:04:14 main:574] : INFO : Epoch 1866 | loss: 0.0311547 | val_loss: 0.0311804 | Time: 5685.43 ms [2021-01-22 09:04:20 main:574] : INFO : Epoch 1867 | loss: 0.031155 | val_loss: 0.0311854 | Time: 5731.68 ms [2021-01-22 09:04:26 main:574] : INFO : Epoch 1868 | loss: 0.0311549 | val_loss: 0.0311804 | Time: 5699.12 ms [2021-01-22 09:04:32 main:574] : INFO : Epoch 1869 | loss: 0.0311565 | val_loss: 0.0311815 | Time: 5772.56 ms [2021-01-22 09:04:38 main:574] : INFO : Epoch 1870 | loss: 0.0311559 | val_loss: 0.0311797 | Time: 5759.71 ms [2021-01-22 09:04:44 main:574] : INFO : Epoch 1871 | loss: 0.0311574 | val_loss: 0.0311832 | Time: 5657 ms [2021-01-22 09:04:49 main:574] : INFO : Epoch 1872 | loss: 0.0311567 | val_loss: 0.0311806 | Time: 5684.01 ms [2021-01-22 09:04:55 main:574] : INFO : Epoch 1873 | loss: 0.0311561 | val_loss: 0.031185 | Time: 5769.83 ms [2021-01-22 09:05:01 main:574] : INFO : Epoch 1874 | loss: 0.0311551 | val_loss: 0.0311819 | Time: 5789.54 ms [2021-01-22 09:05:07 main:574] : INFO : Epoch 1875 | loss: 0.0311561 | val_loss: 0.0311789 | Time: 5660.68 ms [2021-01-22 09:05:13 main:574] : INFO : Epoch 1876 | loss: 0.0311593 | val_loss: 0.0311809 | Time: 5755.01 ms [2021-01-22 09:05:19 main:574] : INFO : Epoch 1877 | loss: 0.0311575 | val_loss: 0.0311783 | Time: 5668.58 ms [2021-01-22 09:05:24 main:574] : INFO : Epoch 1878 | loss: 0.0311605 | val_loss: 0.0311833 | Time: 5715.2 ms [2021-01-22 09:05:30 main:574] : INFO : Epoch 1879 | loss: 0.0311587 | val_loss: 0.0311796 | Time: 5745.53 ms [2021-01-22 09:05:36 main:574] : INFO : Epoch 1880 | loss: 0.0311574 | val_loss: 0.031179 | Time: 5671.73 ms [2021-01-22 09:05:42 main:574] : INFO : Epoch 1881 | loss: 0.0311597 | val_loss: 0.0311787 | Time: 5690.8 ms [2021-01-22 09:05:48 main:574] : INFO : Epoch 1882 | loss: 0.031159 | val_loss: 0.0311797 | Time: 5728.88 ms [2021-01-22 09:05:53 main:574] : INFO : Epoch 1883 | loss: 0.0311575 | val_loss: 0.0311819 | Time: 5657.41 ms [2021-01-22 09:05:59 main:574] : INFO : Epoch 1884 | loss: 0.0311576 | val_loss: 0.0311823 | Time: 5683.67 ms [2021-01-22 09:06:05 main:574] : INFO : Epoch 1885 | loss: 0.0311577 | val_loss: 0.0311865 | Time: 5662.75 ms [2021-01-22 09:06:11 main:574] : INFO : Epoch 1886 | loss: 0.0311581 | val_loss: 0.0311804 | Time: 5679.04 ms [2021-01-22 09:06:16 main:574] : INFO : Epoch 1887 | loss: 0.0311584 | val_loss: 0.03118 | Time: 5668.77 ms [2021-01-22 09:06:22 main:574] : INFO : Epoch 1888 | loss: 0.0311576 | val_loss: 0.0311854 | Time: 5767.79 ms [2021-01-22 09:06:28 main:574] : INFO : Epoch 1889 | loss: 0.0311558 | val_loss: 0.0311812 | Time: 5729.48 ms [2021-01-22 09:06:34 main:574] : INFO : Epoch 1890 | loss: 0.0311542 | val_loss: 0.0311783 | Time: 5699.65 ms [2021-01-22 09:06:40 main:574] : INFO : Epoch 1891 | loss: 0.0311668 | val_loss: 0.0311861 | Time: 5666.5 ms [2021-01-22 09:06:45 main:574] : INFO : Epoch 1892 | loss: 0.0311712 | val_loss: 0.031179 | Time: 5658.72 ms [2021-01-22 09:06:51 main:574] : INFO : Epoch 1893 | loss: 0.031171 | val_loss: 0.0311824 | Time: 5671.11 ms [2021-01-22 09:06:57 main:574] : INFO : Epoch 1894 | loss: 0.0311688 | val_loss: 0.0311806 | Time: 5709.51 ms [2021-01-22 09:07:03 main:574] : INFO : Epoch 1895 | loss: 0.031168 | val_loss: 0.0311796 | Time: 5685.39 ms [2021-01-22 09:07:09 main:574] : INFO : Epoch 1896 | loss: 0.0311679 | val_loss: 0.0311781 | Time: 5793.88 ms [2021-01-22 09:07:14 main:574] : INFO : Epoch 1897 | loss: 0.0311672 | val_loss: 0.0311792 | Time: 5715.96 ms [2021-01-22 09:07:20 main:574] : INFO : Epoch 1898 | loss: 0.0311664 | val_loss: 0.0311808 | Time: 5667 ms [2021-01-22 09:07:26 main:574] : INFO : Epoch 1899 | loss: 0.0311666 | val_loss: 0.0311789 | Time: 5765.2 ms [2021-01-22 09:07:32 main:574] : INFO : Epoch 1900 | loss: 0.0311653 | val_loss: 0.031179 | Time: 5690.92 ms [2021-01-22 09:07:38 main:574] : INFO : Epoch 1901 | loss: 0.0311676 | val_loss: 0.0311791 | Time: 5723.97 ms [2021-01-22 09:07:43 main:574] : INFO : Epoch 1902 | loss: 0.0311685 | val_loss: 0.0311795 | Time: 5685.37 ms [2021-01-22 09:07:49 main:574] : INFO : Epoch 1903 | loss: 0.0311658 | val_loss: 0.0311802 | Time: 5678.24 ms [2021-01-22 09:07:55 main:574] : INFO : Epoch 1904 | loss: 0.0311642 | val_loss: 0.0311787 | Time: 5715.89 ms [2021-01-22 09:08:01 main:574] : INFO : Epoch 1905 | loss: 0.0311653 | val_loss: 0.031178 | Time: 5663.36 ms [2021-01-22 09:08:06 main:574] : INFO : Epoch 1906 | loss: 0.0311738 | val_loss: 0.0311802 | Time: 5681.9 ms [2021-01-22 09:08:12 main:574] : INFO : Epoch 1907 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 5676.08 ms [2021-01-22 09:08:18 main:574] : INFO : Epoch 1908 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 5683.66 ms [2021-01-22 09:08:24 main:574] : INFO : Epoch 1909 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 5780.79 ms [2021-01-22 09:08:30 main:574] : INFO : Epoch 1910 | loss: 0.031174 | val_loss: 0.0311826 | Time: 5691.5 ms [2021-01-22 09:08:36 main:574] : INFO : Epoch 1911 | loss: 0.0311865 | val_loss: 0.0312014 | Time: 5691.89 ms [2021-01-22 09:08:41 main:574] : INFO : Epoch 1912 | loss: 0.0311921 | val_loss: 0.031198 | Time: 5697.27 ms [2021-01-22 09:08:47 main:574] : INFO : Epoch 1913 | loss: 0.031184 | val_loss: 0.0311845 | Time: 5654.62 ms [2021-01-22 09:08:53 main:574] : INFO : Epoch 1914 | loss: 0.0311786 | val_loss: 0.0311809 | Time: 5667.89 ms [2021-01-22 09:08:59 main:574] : INFO : Epoch 1915 | loss: 0.0311787 | val_loss: 0.0311837 | Time: 5701.17 ms [2021-01-22 09:09:04 main:574] : INFO : Epoch 1916 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 5656.3 ms [2021-01-22 09:09:10 main:574] : INFO : Epoch 1917 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 5669.04 ms [2021-01-22 09:09:16 main:574] : INFO : Epoch 1918 | loss: 0.0311769 | val_loss: 0.0311835 | Time: 5688.09 ms [2021-01-22 09:09:22 main:574] : INFO : Epoch 1919 | loss: 0.0311763 | val_loss: 0.0311837 | Time: 5654.85 ms [2021-01-22 09:09:28 main:574] : INFO : Epoch 1920 | loss: 0.0311741 | val_loss: 0.0311809 | Time: 5713.85 ms [2021-01-22 09:09:33 main:574] : INFO : Epoch 1921 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 5660.78 ms [2021-01-22 09:09:39 main:574] : INFO : Epoch 1922 | loss: 0.0311745 | val_loss: 0.0311817 | Time: 5655.93 ms [2021-01-22 09:09:45 main:574] : INFO : Epoch 1923 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 5692.69 ms [2021-01-22 09:09:51 main:574] : INFO : Epoch 1924 | loss: 0.0311743 | val_loss: 0.0311806 | Time: 5725.42 ms [2021-01-22 09:09:56 main:574] : INFO : Epoch 1925 | loss: 0.0311745 | val_loss: 0.0311812 | Time: 5654.92 ms [2021-01-22 09:10:02 main:574] : INFO : Epoch 1926 | loss: 0.0311724 | val_loss: 0.0311793 | Time: 5749.76 ms [2021-01-22 09:10:08 main:574] : INFO : Epoch 1927 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 5677.8 ms [2021-01-22 09:10:14 main:574] : INFO : Epoch 1928 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 5655.11 ms [2021-01-22 09:10:20 main:574] : INFO : Epoch 1929 | loss: 0.0311713 | val_loss: 0.0311806 | Time: 5776.44 ms [2021-01-22 09:10:25 main:574] : INFO : Epoch 1930 | loss: 0.0311726 | val_loss: 0.0311828 | Time: 5653.95 ms [2021-01-22 09:10:31 main:574] : INFO : Epoch 1931 | loss: 0.0311729 | val_loss: 0.0311832 | Time: 5669.79 ms [2021-01-22 09:10:37 main:574] : INFO : Epoch 1932 | loss: 0.0311719 | val_loss: 0.0311819 | Time: 5710.02 ms [2021-01-22 09:10:43 main:574] : INFO : Epoch 1933 | loss: 0.0311713 | val_loss: 0.0311847 | Time: 5757.07 ms [2021-01-22 09:10:49 main:574] : INFO : Epoch 1934 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 5710.58 ms [2021-01-22 09:10:54 main:574] : INFO : Epoch 1935 | loss: 0.0311728 | val_loss: 0.0311859 | Time: 5732.88 ms [2021-01-22 09:11:00 main:574] : INFO : Epoch 1936 | loss: 0.0311777 | val_loss: 0.0311862 | Time: 5690.14 ms [2021-01-22 09:11:06 main:574] : INFO : Epoch 1937 | loss: 0.0311794 | val_loss: 0.0311866 | Time: 5725.6 ms [2021-01-22 09:11:12 main:574] : INFO : Epoch 1938 | loss: 0.0311858 | val_loss: 0.0311903 | Time: 5687.68 ms [2021-01-22 09:11:18 main:574] : INFO : Epoch 1939 | loss: 0.0311857 | val_loss: 0.0311902 | Time: 5733.93 ms [2021-01-22 09:11:23 main:574] : INFO : Epoch 1940 | loss: 0.0311849 | val_loss: 0.0311916 | Time: 5661.21 ms [2021-01-22 09:11:29 main:574] : INFO : Epoch 1941 | loss: 0.0311864 | val_loss: 0.0311894 | Time: 5743.32 ms [2021-01-22 09:11:35 main:574] : INFO : Epoch 1942 | loss: 0.0311862 | val_loss: 0.0311932 | Time: 5744.37 ms [2021-01-22 09:11:41 main:574] : INFO : Epoch 1943 | loss: 0.0311862 | val_loss: 0.0311891 | Time: 5661.77 ms [2021-01-22 09:11:47 main:574] : INFO : Epoch 1944 | loss: 0.0311848 | val_loss: 0.0311881 | Time: 5664.51 ms [2021-01-22 09:11:53 main:574] : INFO : Epoch 1945 | loss: 0.0311843 | val_loss: 0.0311897 | Time: 5736.09 ms [2021-01-22 09:11:58 main:574] : INFO : Epoch 1946 | loss: 0.0311844 | val_loss: 0.0311884 | Time: 5666.48 ms [2021-01-22 09:12:04 main:574] : INFO : Epoch 1947 | loss: 0.0311837 | val_loss: 0.0311886 | Time: 5658.75 ms [2021-01-22 09:12:10 main:574] : INFO : Epoch 1948 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 5700.48 ms [2021-01-22 09:12:16 main:574] : INFO : Epoch 1949 | loss: 0.0311856 | val_loss: 0.0311874 | Time: 5760.24 ms [2021-01-22 09:12:22 main:574] : INFO : Epoch 1950 | loss: 0.0311829 | val_loss: 0.031186 | Time: 5740.15 ms [2021-01-22 09:12:27 main:574] : INFO : Epoch 1951 | loss: 0.0311813 | val_loss: 0.0311884 | Time: 5741.82 ms [2021-01-22 09:12:33 main:574] : INFO : Epoch 1952 | loss: 0.0311816 | val_loss: 0.0311859 | Time: 5716.98 ms [2021-01-22 09:12:39 main:574] : INFO : Epoch 1953 | loss: 0.0311812 | val_loss: 0.0311851 | Time: 5708.95 ms [2021-01-22 09:12:45 main:574] : INFO : Epoch 1954 | loss: 0.0311808 | val_loss: 0.0311872 | Time: 5703.63 ms [2021-01-22 09:12:51 main:574] : INFO : Epoch 1955 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 5738.37 ms [2021-01-22 09:12:56 main:574] : INFO : Epoch 1956 | loss: 0.0311822 | val_loss: 0.0311872 | Time: 5713.62 ms [2021-01-22 09:13:02 main:574] : INFO : Epoch 1957 | loss: 0.0311817 | val_loss: 0.0311849 | Time: 5771.59 ms [2021-01-22 09:13:08 main:574] : INFO : Epoch 1958 | loss: 0.0311823 | val_loss: 0.0311873 | Time: 5682.13 ms [2021-01-22 09:13:14 main:574] : INFO : Epoch 1959 | loss: 0.0311807 | val_loss: 0.0311854 | Time: 5664.92 ms [2021-01-22 09:13:20 main:574] : INFO : Epoch 1960 | loss: 0.0311793 | val_loss: 0.0311851 | Time: 5729.74 ms [2021-01-22 09:13:25 main:574] : INFO : Epoch 1961 | loss: 0.0311799 | val_loss: 0.0311856 | Time: 5751.21 ms [2021-01-22 09:13:31 main:574] : INFO : Epoch 1962 | loss: 0.0311782 | val_loss: 0.0311851 | Time: 5760.09 ms [2021-01-22 09:13:37 main:574] : INFO : Epoch 1963 | loss: 0.0311786 | val_loss: 0.0311858 | Time: 5659.04 ms [2021-01-22 09:13:43 main:574] : INFO : Epoch 1964 | loss: 0.0311787 | val_loss: 0.0311858 | Time: 5736.74 ms [2021-01-22 09:13:49 main:574] : INFO : Epoch 1965 | loss: 0.0311798 | val_loss: 0.0311854 | Time: 5682.95 ms [2021-01-22 09:13:54 main:574] : INFO : Epoch 1966 | loss: 0.0311787 | val_loss: 0.0311877 | Time: 5671.23 ms [2021-01-22 09:14:00 main:574] : INFO : Epoch 1967 | loss: 0.031182 | val_loss: 0.0311838 | Time: 5742.31 ms [2021-01-22 09:14:06 main:574] : INFO : Epoch 1968 | loss: 0.0311807 | val_loss: 0.0311842 | Time: 5715.42 ms [2021-01-22 09:14:12 main:574] : INFO : Epoch 1969 | loss: 0.0311794 | val_loss: 0.0311846 | Time: 5684.66 ms [2021-01-22 09:14:18 main:574] : INFO : Epoch 1970 | loss: 0.0311806 | val_loss: 0.0311846 | Time: 5673.13 ms [2021-01-22 09:14:23 main:574] : INFO : Epoch 1971 | loss: 0.0311799 | val_loss: 0.031185 | Time: 5684.04 ms [2021-01-22 09:14:29 main:574] : INFO : Epoch 1972 | loss: 0.0311799 | val_loss: 0.0311845 | Time: 5685.63 ms [2021-01-22 09:14:35 main:574] : INFO : Epoch 1973 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 5691.63 ms [2021-01-22 09:14:41 main:574] : INFO : Epoch 1974 | loss: 0.0311785 | val_loss: 0.0311843 | Time: 5714.82 ms [2021-01-22 09:14:46 main:574] : INFO : Epoch 1975 | loss: 0.0311785 | val_loss: 0.0311842 | Time: 5673.56 ms [2021-01-22 09:14:52 main:574] : INFO : Epoch 1976 | loss: 0.0311779 | val_loss: 0.0311851 | Time: 5660.21 ms [2021-01-22 09:14:58 main:574] : INFO : Epoch 1977 | loss: 0.0311776 | val_loss: 0.0311838 | Time: 5713.53 ms [2021-01-22 09:15:04 main:574] : INFO : Epoch 1978 | loss: 0.0311783 | val_loss: 0.0311868 | Time: 5653.54 ms [2021-01-22 09:15:10 main:574] : INFO : Epoch 1979 | loss: 0.0311773 | val_loss: 0.0311853 | Time: 5700.03 ms [2021-01-22 09:15:15 main:574] : INFO : Epoch 1980 | loss: 0.0311789 | val_loss: 0.0311869 | Time: 5650.56 ms [2021-01-22 09:15:21 main:574] : INFO : Epoch 1981 | loss: 0.0311811 | val_loss: 0.0311849 | Time: 5703.14 ms [2021-01-22 09:15:27 main:574] : INFO : Epoch 1982 | loss: 0.0311786 | val_loss: 0.0311852 | Time: 5728.59 ms [2021-01-22 09:15:33 main:574] : INFO : Epoch 1983 | loss: 0.0311836 | val_loss: 0.031189 | Time: 5685.66 ms [2021-01-22 09:15:38 main:574] : INFO : Epoch 1984 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 5660 ms [2021-01-22 09:15:44 main:574] : INFO : Epoch 1985 | loss: 0.0311832 | val_loss: 0.0311878 | Time: 5730.25 ms [2021-01-22 09:15:50 main:574] : INFO : Epoch 1986 | loss: 0.0311823 | val_loss: 0.0311872 | Time: 5671.52 ms [2021-01-22 09:15:56 main:574] : INFO : Epoch 1987 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 5756.07 ms [2021-01-22 09:16:02 main:574] : INFO : Epoch 1988 | loss: 0.0311817 | val_loss: 0.0311871 | Time: 5731.79 ms [2021-01-22 09:16:08 main:574] : INFO : Epoch 1989 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 5831.16 ms [2021-01-22 09:16:13 main:574] : INFO : Epoch 1990 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 5738.18 ms [2021-01-22 09:16:19 main:574] : INFO : Epoch 1991 | loss: 0.0311837 | val_loss: 0.0311847 | Time: 5658.25 ms [2021-01-22 09:16:25 main:574] : INFO : Epoch 1992 | loss: 0.0311836 | val_loss: 0.0311906 | Time: 5704.57 ms [2021-01-22 09:16:31 main:574] : INFO : Epoch 1993 | loss: 0.0311817 | val_loss: 0.0311838 | Time: 5736.08 ms [2021-01-22 09:16:37 main:574] : INFO : Epoch 1994 | loss: 0.0311814 | val_loss: 0.0311836 | Time: 5733.57 ms [2021-01-22 09:16:42 main:574] : INFO : Epoch 1995 | loss: 0.0311797 | val_loss: 0.0311845 | Time: 5694.82 ms [2021-01-22 09:16:48 main:574] : INFO : Epoch 1996 | loss: 0.0311815 | val_loss: 0.031183 | Time: 5768.8 ms [2021-01-22 09:16:54 main:574] : INFO : Epoch 1997 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 5691.39 ms [2021-01-22 09:17:00 main:574] : INFO : Epoch 1998 | loss: 0.0311792 | val_loss: 0.0311849 | Time: 5672.33 ms [2021-01-22 09:17:06 main:574] : INFO : Epoch 1999 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 5718.23 ms [2021-01-22 09:17:11 main:574] : INFO : Epoch 2000 | loss: 0.0311777 | val_loss: 0.0311808 | Time: 5776.13 ms [2021-01-22 09:17:17 main:574] : INFO : Epoch 2001 | loss: 0.0311783 | val_loss: 0.031181 | Time: 5724.44 ms [2021-01-22 09:17:23 main:574] : INFO : Epoch 2002 | loss: 0.031177 | val_loss: 0.03118 | Time: 5773.97 ms [2021-01-22 09:17:29 main:574] : INFO : Epoch 2003 | loss: 0.0311764 | val_loss: 0.0311828 | Time: 5795.2 ms [2021-01-22 09:17:35 main:574] : INFO : Epoch 2004 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 5736.3 ms [2021-01-22 09:17:41 main:574] : INFO : Epoch 2005 | loss: 0.0311791 | val_loss: 0.0311838 | Time: 5675.3 ms [2021-01-22 09:17:46 main:574] : INFO : Epoch 2006 | loss: 0.0311822 | val_loss: 0.0311867 | Time: 5658.03 ms [2021-01-22 09:17:52 main:574] : INFO : Epoch 2007 | loss: 0.0311803 | val_loss: 0.031184 | Time: 5753.94 ms [2021-01-22 09:17:58 main:574] : INFO : Epoch 2008 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 5778.12 ms [2021-01-22 09:18:04 main:574] : INFO : Epoch 2009 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 5690.99 ms [2021-01-22 09:18:10 main:574] : INFO : Epoch 2010 | loss: 0.0311779 | val_loss: 0.0311834 | Time: 5728.19 ms [2021-01-22 09:18:16 main:574] : INFO : Epoch 2011 | loss: 0.0311784 | val_loss: 0.0311842 | Time: 5702.51 ms [2021-01-22 09:18:21 main:574] : INFO : Epoch 2012 | loss: 0.0311785 | val_loss: 0.031184 | Time: 5738.27 ms [2021-01-22 09:18:27 main:574] : INFO : Epoch 2013 | loss: 0.0311774 | val_loss: 0.0311832 | Time: 5684.75 ms [2021-01-22 09:18:33 main:574] : INFO : Epoch 2014 | loss: 0.0311774 | val_loss: 0.0311836 | Time: 5656.3 ms [2021-01-22 09:18:39 main:574] : INFO : Epoch 2015 | loss: 0.031177 | val_loss: 0.0311856 | Time: 5780.23 ms [2021-01-22 09:18:44 main:574] : INFO : Epoch 2016 | loss: 0.0311781 | val_loss: 0.0311853 | Time: 5733.69 ms [2021-01-22 09:18:50 main:574] : INFO : Epoch 2017 | loss: 0.0311802 | val_loss: 0.0311828 | Time: 5839.56 ms [2021-01-22 09:18:56 main:574] : INFO : Epoch 2018 | loss: 0.0311822 | val_loss: 0.0311832 | Time: 5689.99 ms [2021-01-22 09:19:02 main:574] : INFO : Epoch 2019 | loss: 0.031179 | val_loss: 0.0311824 | Time: 5657.02 ms [2021-01-22 09:19:08 main:574] : INFO : Epoch 2020 | loss: 0.0311789 | val_loss: 0.0311827 | Time: 5660.33 ms [2021-01-22 09:19:13 main:574] : INFO : Epoch 2021 | loss: 0.0311782 | val_loss: 0.0311821 | Time: 5695.1 ms [2021-01-22 09:19:19 main:574] : INFO : Epoch 2022 | loss: 0.0311769 | val_loss: 0.0311798 | Time: 5655.04 ms [2021-01-22 09:19:25 main:574] : INFO : Epoch 2023 | loss: 0.0311779 | val_loss: 0.0311816 | Time: 5658.6 ms [2021-01-22 09:19:31 main:574] : INFO : Epoch 2024 | loss: 0.031178 | val_loss: 0.0311814 | Time: 5745.02 ms [2021-01-22 09:19:37 main:574] : INFO : Epoch 2025 | loss: 0.031177 | val_loss: 0.0311818 | Time: 5707.05 ms [2021-01-22 09:19:42 main:574] : INFO : Epoch 2026 | loss: 0.031177 | val_loss: 0.0311802 | Time: 5664.5 ms [2021-01-22 09:19:48 main:574] : INFO : Epoch 2027 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 5673.54 ms [2021-01-22 09:19:54 main:574] : INFO : Epoch 2028 | loss: 0.0311763 | val_loss: 0.0311801 | Time: 5701.39 ms [2021-01-22 09:20:00 main:574] : INFO : Epoch 2029 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 5706.67 ms [2021-01-22 09:20:05 main:574] : INFO : Epoch 2030 | loss: 0.0311798 | val_loss: 0.0311822 | Time: 5676.6 ms [2021-01-22 09:20:11 main:574] : INFO : Epoch 2031 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 5702.93 ms [2021-01-22 09:20:17 main:574] : INFO : Epoch 2032 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 5821.3 ms [2021-01-22 09:20:23 main:574] : INFO : Epoch 2033 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 5679.91 ms [2021-01-22 09:20:29 main:574] : INFO : Epoch 2034 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 5707.54 ms [2021-01-22 09:20:35 main:574] : INFO : Epoch 2035 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 5672.75 ms [2021-01-22 09:20:40 main:574] : INFO : Epoch 2036 | loss: 0.0311772 | val_loss: 0.03118 | Time: 5678.59 ms [2021-01-22 09:20:46 main:574] : INFO : Epoch 2037 | loss: 0.0311763 | val_loss: 0.03118 | Time: 5700.23 ms [2021-01-22 09:20:52 main:574] : INFO : Epoch 2038 | loss: 0.031178 | val_loss: 0.0311847 | Time: 5713.55 ms [2021-01-22 09:20:58 main:574] : INFO : Epoch 2039 | loss: 0.0311813 | val_loss: 0.0311794 | Time: 5655.77 ms [2021-01-22 09:21:03 main:574] : INFO : Epoch 2040 | loss: 0.0311777 | val_loss: 0.0311795 | Time: 5676.09 ms [2021-01-22 09:21:09 main:574] : INFO : Epoch 2041 | loss: 0.0311779 | val_loss: 0.0311914 | Time: 5713.82 ms [2021-01-22 09:21:15 main:574] : INFO : Epoch 2042 | loss: 0.0311788 | val_loss: 0.0311809 | Time: 5692.74 ms [2021-01-22 09:21:21 main:574] : INFO : Epoch 2043 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 5687.79 ms [2021-01-22 09:21:27 main:574] : INFO : Epoch 2044 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 5753.78 ms [2021-01-22 09:21:32 main:574] : INFO : Epoch 2045 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 5678.54 ms [2021-01-22 09:21:38 main:574] : INFO : Epoch 2046 | loss: 0.0311763 | val_loss: 0.0311808 | Time: 5700.54 ms [2021-01-22 09:21:44 main:574] : INFO : Epoch 2047 | loss: 0.0311762 | val_loss: 0.03118 | Time: 5665.77 ms [2021-01-22 09:21:50 main:574] : INFO : Epoch 2048 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 5715.68 ms [2021-01-22 09:21:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311817 [2021-01-22 09:21:50 main:603] : INFO : Saving end state to config to file [2021-01-22 09:21:50 main:608] : INFO : Success, exiting.. 09:21:50 (6676): 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)