Task 5178030
| Name | ParityMachine-1619579099-17893-2_0 |
| Workunit | 3111552 |
| Created | 11 May 2021, 21:35:00 UTC |
| Sent | 22 May 2021, 20:34:52 UTC |
| Report deadline | 29 May 2021, 20:34:52 UTC |
| Received | 23 May 2021, 11:09:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1764 |
| Run time | 5 hours 41 min 16 sec |
| CPU time | 5 hours 39 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,398.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.65 GB |
| Peak swap size | 2.75 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 021-05-22 20:22:56 main:574] : INFO : Epoch 1577 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 9595.12 ms [2021-05-22 20:23:05 main:574] : INFO : Epoch 1578 | loss: 0.0311611 | val_loss: 0.0311737 | Time: 9501.61 ms [2021-05-22 20:23:15 main:574] : INFO : Epoch 1579 | loss: 0.0311621 | val_loss: 0.0311728 | Time: 9781.65 ms [2021-05-22 20:23:25 main:574] : INFO : Epoch 1580 | loss: 0.031161 | val_loss: 0.0311715 | Time: 9715.19 ms [2021-05-22 20:23:34 main:574] : INFO : Epoch 1581 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 9740.49 ms [2021-05-22 20:23:44 main:574] : INFO : Epoch 1582 | loss: 0.0311594 | val_loss: 0.0311736 | Time: 9550.82 ms [2021-05-22 20:23:54 main:574] : INFO : Epoch 1583 | loss: 0.0311596 | val_loss: 0.0311742 | Time: 9627.19 ms [2021-05-22 20:24:03 main:574] : INFO : Epoch 1584 | loss: 0.0311594 | val_loss: 0.0311719 | Time: 9582.01 ms [2021-05-22 20:24:13 main:574] : INFO : Epoch 1585 | loss: 0.0311599 | val_loss: 0.031172 | Time: 9798.15 ms [2021-05-22 20:24:23 main:574] : INFO : Epoch 1586 | loss: 0.0311616 | val_loss: 0.0311735 | Time: 9762.53 ms [2021-05-22 20:24:33 main:574] : INFO : Epoch 1587 | loss: 0.0311624 | val_loss: 0.031173 | Time: 9739.79 ms [2021-05-22 20:24:42 main:574] : INFO : Epoch 1588 | loss: 0.0311645 | val_loss: 0.0311738 | Time: 9532.23 ms [2021-05-22 20:24:52 main:574] : INFO : Epoch 1589 | loss: 0.0311676 | val_loss: 0.0311727 | Time: 9488.29 ms [2021-05-22 20:25:01 main:574] : INFO : Epoch 1590 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 9531.5 ms [2021-05-22 20:25:11 main:574] : INFO : Epoch 1591 | loss: 0.0311638 | val_loss: 0.0311721 | Time: 9749.72 ms [2021-05-22 20:25:21 main:574] : INFO : Epoch 1592 | loss: 0.0311684 | val_loss: 0.0311871 | Time: 9776.23 ms [2021-05-22 20:25:31 main:574] : INFO : Epoch 1593 | loss: 0.0311712 | val_loss: 0.0311722 | Time: 9856.76 ms [2021-05-22 20:25:40 main:574] : INFO : Epoch 1594 | loss: 0.0311666 | val_loss: 0.0311734 | Time: 9688.48 ms [2021-05-22 20:25:50 main:574] : INFO : Epoch 1595 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 9641.34 ms [2021-05-22 20:26:00 main:574] : INFO : Epoch 1596 | loss: 0.031168 | val_loss: 0.0311731 | Time: 9548.57 ms [2021-05-22 20:26:10 main:574] : INFO : Epoch 1597 | loss: 0.0311674 | val_loss: 0.031173 | Time: 10482.8 ms [2021-05-22 20:26:21 main:574] : INFO : Epoch 1598 | loss: 0.0311664 | val_loss: 0.0311728 | Time: 10429 ms [2021-05-22 20:26:31 main:574] : INFO : Epoch 1599 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 10315.2 ms [2021-05-22 20:26:41 main:574] : INFO : Epoch 1600 | loss: 0.0311662 | val_loss: 0.0311725 | Time: 9753.9 ms [2021-05-22 20:26:50 main:574] : INFO : Epoch 1601 | loss: 0.0311646 | val_loss: 0.0311692 | Time: 9499.28 ms [2021-05-22 20:27:00 main:574] : INFO : Epoch 1602 | loss: 0.0311634 | val_loss: 0.0311686 | Time: 9540.16 ms [2021-05-22 20:27:09 main:574] : INFO : Epoch 1603 | loss: 0.0311617 | val_loss: 0.031168 | Time: 9580.68 ms [2021-05-22 20:27:19 main:574] : INFO : Epoch 1604 | loss: 0.0311624 | val_loss: 0.0311763 | Time: 9793.34 ms [2021-05-22 20:27:29 main:574] : INFO : Epoch 1605 | loss: 0.0311634 | val_loss: 0.0311698 | Time: 9768 ms [2021-05-22 20:27:39 main:574] : INFO : Epoch 1606 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 9821.08 ms [2021-05-22 20:27:48 main:574] : INFO : Epoch 1607 | loss: 0.0311622 | val_loss: 0.0311679 | Time: 9616.52 ms [2021-05-22 20:27:58 main:574] : INFO : Epoch 1608 | loss: 0.031163 | val_loss: 0.0311685 | Time: 9618.71 ms [2021-05-22 20:28:08 main:574] : INFO : Epoch 1609 | loss: 0.0311623 | val_loss: 0.0311678 | Time: 9537.18 ms [2021-05-22 20:28:18 main:574] : INFO : Epoch 1610 | loss: 0.0311612 | val_loss: 0.031167 | Time: 9870.85 ms [2021-05-22 20:28:27 main:574] : INFO : Epoch 1611 | loss: 0.0311612 | val_loss: 0.0311668 | Time: 9742.58 ms [2021-05-22 20:28:37 main:574] : INFO : Epoch 1612 | loss: 0.031159 | val_loss: 0.0311668 | Time: 9743.37 ms [2021-05-22 20:28:47 main:574] : INFO : Epoch 1613 | loss: 0.0311597 | val_loss: 0.0311707 | Time: 9548.9 ms [2021-05-22 20:28:56 main:574] : INFO : Epoch 1614 | loss: 0.0311614 | val_loss: 0.0311682 | Time: 9615.83 ms [2021-05-22 20:29:06 main:574] : INFO : Epoch 1615 | loss: 0.0311595 | val_loss: 0.0311675 | Time: 9604.05 ms [2021-05-22 20:29:16 main:574] : INFO : Epoch 1616 | loss: 0.0311593 | val_loss: 0.031167 | Time: 9766.88 ms [2021-05-22 20:29:25 main:574] : INFO : Epoch 1617 | loss: 0.0311597 | val_loss: 0.0311664 | Time: 9814.46 ms [2021-05-22 20:29:35 main:574] : INFO : Epoch 1618 | loss: 0.031159 | val_loss: 0.031167 | Time: 9745.33 ms [2021-05-22 20:29:45 main:574] : INFO : Epoch 1619 | loss: 0.0311607 | val_loss: 0.0311721 | Time: 9570.69 ms [2021-05-22 20:29:54 main:574] : INFO : Epoch 1620 | loss: 0.0311655 | val_loss: 0.0311739 | Time: 9584.62 ms [2021-05-22 20:30:04 main:574] : INFO : Epoch 1621 | loss: 0.0311638 | val_loss: 0.0311697 | Time: 9667.71 ms [2021-05-22 20:30:14 main:574] : INFO : Epoch 1622 | loss: 0.0311629 | val_loss: 0.0311694 | Time: 10008.2 ms [2021-05-22 20:30:24 main:574] : INFO : Epoch 1623 | loss: 0.0311648 | val_loss: 0.0311667 | Time: 9708.89 ms [2021-05-22 20:30:34 main:574] : INFO : Epoch 1624 | loss: 0.0311641 | val_loss: 0.0311696 | Time: 9772.71 ms [2021-05-22 20:30:43 main:574] : INFO : Epoch 1625 | loss: 0.0311648 | val_loss: 0.0311736 | Time: 9608.11 ms [2021-05-22 20:30:53 main:574] : INFO : Epoch 1626 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 9585.18 ms [2021-05-22 20:31:02 main:574] : INFO : Epoch 1627 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 9565.23 ms [2021-05-22 20:31:12 main:574] : INFO : Epoch 1628 | loss: 0.0311604 | val_loss: 0.0311673 | Time: 9611.39 ms [2021-05-22 20:31:22 main:574] : INFO : Epoch 1629 | loss: 0.0311624 | val_loss: 0.0311665 | Time: 9806.08 ms [2021-05-22 20:31:32 main:574] : INFO : Epoch 1630 | loss: 0.0311611 | val_loss: 0.031167 | Time: 9720.02 ms [2021-05-22 20:31:41 main:574] : INFO : Epoch 1631 | loss: 0.0311604 | val_loss: 0.031168 | Time: 9698.62 ms [2021-05-22 20:31:51 main:574] : INFO : Epoch 1632 | loss: 0.0311616 | val_loss: 0.0311671 | Time: 9529.87 ms [2021-05-22 20:32:00 main:574] : INFO : Epoch 1633 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 9545.02 ms [2021-05-22 20:32:10 main:574] : INFO : Epoch 1634 | loss: 0.0311593 | val_loss: 0.0311665 | Time: 9612.41 ms [2021-05-22 20:32:20 main:574] : INFO : Epoch 1635 | loss: 0.0311585 | val_loss: 0.0311686 | Time: 9711.83 ms [2021-05-22 20:32:30 main:574] : INFO : Epoch 1636 | loss: 0.0311588 | val_loss: 0.0311659 | Time: 9768.68 ms [2021-05-22 20:32:39 main:574] : INFO : Epoch 1637 | loss: 0.0311581 | val_loss: 0.0311646 | Time: 9721.65 ms [2021-05-22 20:32:49 main:574] : INFO : Epoch 1638 | loss: 0.0311578 | val_loss: 0.0311673 | Time: 9564.88 ms [2021-05-22 20:32:59 main:574] : INFO : Epoch 1639 | loss: 0.0311588 | val_loss: 0.0311677 | Time: 9572.49 ms [2021-05-22 20:33:08 main:574] : INFO : Epoch 1640 | loss: 0.0311589 | val_loss: 0.0311653 | Time: 9620.81 ms [2021-05-22 20:33:18 main:574] : INFO : Epoch 1641 | loss: 0.0311565 | val_loss: 0.0311652 | Time: 9795.31 ms [2021-05-22 20:33:28 main:574] : INFO : Epoch 1642 | loss: 0.0311561 | val_loss: 0.0311644 | Time: 9711.27 ms [2021-05-22 20:33:37 main:574] : INFO : Epoch 1643 | loss: 0.0311584 | val_loss: 0.0311686 | Time: 9696.81 ms [2021-05-22 20:33:47 main:574] : INFO : Epoch 1644 | loss: 0.0311569 | val_loss: 0.0311653 | Time: 9493.92 ms [2021-05-22 20:33:57 main:574] : INFO : Epoch 1645 | loss: 0.0311561 | val_loss: 0.0311644 | Time: 9563.64 ms [2021-05-22 20:34:06 main:574] : INFO : Epoch 1646 | loss: 0.0311558 | val_loss: 0.0311671 | Time: 9544.64 ms [2021-05-22 20:34:16 main:574] : INFO : Epoch 1647 | loss: 0.0311567 | val_loss: 0.0311638 | Time: 9757.59 ms [2021-05-22 20:34:26 main:574] : INFO : Epoch 1648 | loss: 0.0311567 | val_loss: 0.0311643 | Time: 9796.96 ms [2021-05-22 20:34:35 main:574] : INFO : Epoch 1649 | loss: 0.0311574 | val_loss: 0.0311662 | Time: 9798.88 ms [2021-05-22 20:34:45 main:574] : INFO : Epoch 1650 | loss: 0.0311591 | val_loss: 0.031179 | Time: 9535.54 ms [2021-05-22 20:34:55 main:574] : INFO : Epoch 1651 | loss: 0.0311578 | val_loss: 0.0311641 | Time: 9516.2 ms [2021-05-22 20:35:04 main:574] : INFO : Epoch 1652 | loss: 0.0311562 | val_loss: 0.0311641 | Time: 9574.06 ms [2021-05-22 20:35:14 main:574] : INFO : Epoch 1653 | loss: 0.0311548 | val_loss: 0.0311631 | Time: 9735.36 ms [2021-05-22 20:35:24 main:574] : INFO : Epoch 1654 | loss: 0.0311565 | val_loss: 0.0311698 | Time: 9785.09 ms [2021-05-22 20:35:34 main:574] : INFO : Epoch 1655 | loss: 0.031159 | val_loss: 0.0311671 | Time: 9771.76 ms [2021-05-22 20:35:43 main:574] : INFO : Epoch 1656 | loss: 0.0311586 | val_loss: 0.0311659 | Time: 9644.44 ms [2021-05-22 20:35:53 main:574] : INFO : Epoch 1657 | loss: 0.0311567 | val_loss: 0.0311649 | Time: 9500.27 ms [2021-05-22 20:36:02 main:574] : INFO : Epoch 1658 | loss: 0.0311538 | val_loss: 0.0311659 | Time: 9527.71 ms [2021-05-22 20:36:12 main:574] : INFO : Epoch 1659 | loss: 0.0311561 | val_loss: 0.0311658 | Time: 9681.93 ms [2021-05-22 20:36:22 main:574] : INFO : Epoch 1660 | loss: 0.0311585 | val_loss: 0.0311653 | Time: 9773.09 ms [2021-05-22 20:36:31 main:574] : INFO : Epoch 1661 | loss: 0.0311607 | val_loss: 0.0311793 | Time: 9665.94 ms [2021-05-22 20:36:41 main:574] : INFO : Epoch 1662 | loss: 0.0311611 | val_loss: 0.031166 | Time: 9693.95 ms [2021-05-22 20:36:51 main:574] : INFO : Epoch 1663 | loss: 0.0311608 | val_loss: 0.0311685 | Time: 9532.63 ms [2021-05-22 20:37:00 main:574] : INFO : Epoch 1664 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 9634.44 ms [2021-05-22 20:37:10 main:574] : INFO : Epoch 1665 | loss: 0.0311579 | val_loss: 0.0311641 | Time: 9669.57 ms [2021-05-22 20:37:20 main:574] : INFO : Epoch 1666 | loss: 0.0311571 | val_loss: 0.0311654 | Time: 9748.44 ms [2021-05-22 20:37:30 main:574] : INFO : Epoch 1667 | loss: 0.0311552 | val_loss: 0.0311664 | Time: 9696.71 ms [2021-05-22 20:37:39 main:574] : INFO : Epoch 1668 | loss: 0.0311544 | val_loss: 0.0311666 | Time: 9702.58 ms [2021-05-22 20:37:49 main:574] : INFO : Epoch 1669 | loss: 0.0311537 | val_loss: 0.0311663 | Time: 9569.7 ms [2021-05-22 20:37:58 main:574] : INFO : Epoch 1670 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 9548.68 ms [2021-05-22 20:38:08 main:574] : INFO : Epoch 1671 | loss: 0.0311537 | val_loss: 0.0311679 | Time: 9590.47 ms [2021-05-22 20:38:18 main:574] : INFO : Epoch 1672 | loss: 0.0311553 | val_loss: 0.0311674 | Time: 9750.97 ms [2021-05-22 20:38:28 main:574] : INFO : Epoch 1673 | loss: 0.031155 | val_loss: 0.0311663 | Time: 9780.73 ms [2021-05-22 20:38:37 main:574] : INFO : Epoch 1674 | loss: 0.0311539 | val_loss: 0.0311652 | Time: 9702.04 ms [2021-05-22 20:38:47 main:574] : INFO : Epoch 1675 | loss: 0.0311536 | val_loss: 0.0311648 | Time: 9487.14 ms [2021-05-22 20:38:56 main:574] : INFO : Epoch 1676 | loss: 0.031154 | val_loss: 0.0311736 | Time: 9504.29 ms [2021-05-22 20:39:06 main:574] : INFO : Epoch 1677 | loss: 0.0311551 | val_loss: 0.0311733 | Time: 9581.6 ms [2021-05-22 20:39:16 main:574] : INFO : Epoch 1678 | loss: 0.0311554 | val_loss: 0.0311711 | Time: 9727.27 ms [2021-05-22 20:39:26 main:574] : INFO : Epoch 1679 | loss: 0.0311554 | val_loss: 0.0311668 | Time: 9818.42 ms [2021-05-22 20:39:35 main:574] : INFO : Epoch 1680 | loss: 0.0311536 | val_loss: 0.0311782 | Time: 9742.74 ms [2021-05-22 20:39:45 main:574] : INFO : Epoch 1681 | loss: 0.0311735 | val_loss: 0.0311737 | Time: 9555.37 ms [2021-05-22 20:39:54 main:574] : INFO : Epoch 1682 | loss: 0.0311722 | val_loss: 0.0311704 | Time: 9575.11 ms [2021-05-22 20:40:04 main:574] : INFO : Epoch 1683 | loss: 0.031169 | val_loss: 0.0311703 | Time: 9653.53 ms [2021-05-22 20:40:14 main:574] : INFO : Epoch 1684 | loss: 0.0311695 | val_loss: 0.0311697 | Time: 10003.6 ms [2021-05-22 20:40:24 main:574] : INFO : Epoch 1685 | loss: 0.031166 | val_loss: 0.0311687 | Time: 9693.86 ms [2021-05-22 20:40:34 main:574] : INFO : Epoch 1686 | loss: 0.031165 | val_loss: 0.031166 | Time: 9772.58 ms [2021-05-22 20:40:43 main:574] : INFO : Epoch 1687 | loss: 0.0311637 | val_loss: 0.031166 | Time: 9720.67 ms [2021-05-22 20:40:53 main:574] : INFO : Epoch 1688 | loss: 0.0311643 | val_loss: 0.0311679 | Time: 9634.65 ms [2021-05-22 20:41:03 main:574] : INFO : Epoch 1689 | loss: 0.0311668 | val_loss: 0.0311691 | Time: 9537.67 ms [2021-05-22 20:41:12 main:574] : INFO : Epoch 1690 | loss: 0.0311652 | val_loss: 0.0311669 | Time: 9686.27 ms [2021-05-22 20:41:22 main:574] : INFO : Epoch 1691 | loss: 0.0311633 | val_loss: 0.0311677 | Time: 9810.92 ms [2021-05-22 20:41:32 main:574] : INFO : Epoch 1692 | loss: 0.0311646 | val_loss: 0.0311681 | Time: 9749.7 ms [2021-05-22 20:41:42 main:574] : INFO : Epoch 1693 | loss: 0.0311651 | val_loss: 0.0311679 | Time: 9680.17 ms [2021-05-22 20:41:51 main:574] : INFO : Epoch 1694 | loss: 0.0311631 | val_loss: 0.031169 | Time: 9514.26 ms [2021-05-22 20:42:01 main:574] : INFO : Epoch 1695 | loss: 0.031164 | val_loss: 0.0311654 | Time: 9537.06 ms [2021-05-22 20:42:10 main:574] : INFO : Epoch 1696 | loss: 0.0311616 | val_loss: 0.0311645 | Time: 9682.27 ms [2021-05-22 20:42:20 main:574] : INFO : Epoch 1697 | loss: 0.0311614 | val_loss: 0.0311631 | Time: 9812.35 ms [2021-05-22 20:42:30 main:574] : INFO : Epoch 1698 | loss: 0.0311599 | val_loss: 0.0311651 | Time: 9736.81 ms [2021-05-22 20:42:40 main:574] : INFO : Epoch 1699 | loss: 0.0311608 | val_loss: 0.0311649 | Time: 9673.46 ms [2021-05-22 20:42:49 main:574] : INFO : Epoch 1700 | loss: 0.0311598 | val_loss: 0.0311631 | Time: 9552.32 ms [2021-05-22 20:42:59 main:574] : INFO : Epoch 1701 | loss: 0.0311579 | val_loss: 0.0311626 | Time: 9494.38 ms [2021-05-22 20:43:08 main:574] : INFO : Epoch 1702 | loss: 0.0311591 | val_loss: 0.031164 | Time: 9586.87 ms [2021-05-22 20:43:18 main:574] : INFO : Epoch 1703 | loss: 0.0311599 | val_loss: 0.0311623 | Time: 9823.03 ms [2021-05-22 20:43:28 main:574] : INFO : Epoch 1704 | loss: 0.0311596 | val_loss: 0.0311646 | Time: 9742.48 ms [2021-05-22 20:43:38 main:574] : INFO : Epoch 1705 | loss: 0.0311594 | val_loss: 0.0311636 | Time: 9752.57 ms [2021-05-22 20:43:47 main:574] : INFO : Epoch 1706 | loss: 0.0311603 | val_loss: 0.0311658 | Time: 9615.71 ms [2021-05-22 20:43:57 main:574] : INFO : Epoch 1707 | loss: 0.0311595 | val_loss: 0.0311644 | Time: 9570.19 ms [2021-05-22 20:44:07 main:574] : INFO : Epoch 1708 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 9667.53 ms [2021-05-22 20:44:17 main:574] : INFO : Epoch 1709 | loss: 0.031163 | val_loss: 0.0311648 | Time: 9787.76 ms [2021-05-22 20:44:26 main:574] : INFO : Epoch 1710 | loss: 0.0311624 | val_loss: 0.031163 | Time: 9831.93 ms [2021-05-22 20:44:36 main:574] : INFO : Epoch 1711 | loss: 0.0311619 | val_loss: 0.0311633 | Time: 9799.29 ms [2021-05-22 20:44:46 main:574] : INFO : Epoch 1712 | loss: 0.0311607 | val_loss: 0.0311635 | Time: 9624 ms [2021-05-22 20:44:55 main:574] : INFO : Epoch 1713 | loss: 0.0311587 | val_loss: 0.0311631 | Time: 9602.67 ms [2021-05-22 20:45:05 main:574] : INFO : Epoch 1714 | loss: 0.0311573 | val_loss: 0.0311635 | Time: 9652.92 ms [2021-05-22 20:45:15 main:574] : INFO : Epoch 1715 | loss: 0.0311571 | val_loss: 0.0311615 | Time: 9816.28 ms [2021-05-22 20:45:25 main:574] : INFO : Epoch 1716 | loss: 0.0311561 | val_loss: 0.0311616 | Time: 9746.84 ms [2021-05-22 20:45:35 main:574] : INFO : Epoch 1717 | loss: 0.0311565 | val_loss: 0.0311613 | Time: 9811.09 ms [2021-05-22 20:45:44 main:574] : INFO : Epoch 1718 | loss: 0.0311567 | val_loss: 0.0311635 | Time: 9612.76 ms [2021-05-22 20:45:54 main:574] : INFO : Epoch 1719 | loss: 0.0311565 | val_loss: 0.0311627 | Time: 9553.11 ms [2021-05-22 20:46:03 main:574] : INFO : Epoch 1720 | loss: 0.031157 | val_loss: 0.031162 | Time: 9597.71 ms [2021-05-22 20:46:13 main:574] : INFO : Epoch 1721 | loss: 0.0311581 | val_loss: 0.0311627 | Time: 9751.07 ms [2021-05-22 20:46:23 main:574] : INFO : Epoch 1722 | loss: 0.0311601 | val_loss: 0.0311658 | Time: 9828.16 ms [2021-05-22 20:46:33 main:574] : INFO : Epoch 1723 | loss: 0.0311578 | val_loss: 0.031162 | Time: 9787.88 ms [2021-05-22 20:46:43 main:574] : INFO : Epoch 1724 | loss: 0.0311583 | val_loss: 0.0311631 | Time: 9733.13 ms [2021-05-22 20:46:52 main:574] : INFO : Epoch 1725 | loss: 0.0311572 | val_loss: 0.0311611 | Time: 9563.22 ms [2021-05-22 20:47:02 main:574] : INFO : Epoch 1726 | loss: 0.0311593 | val_loss: 0.0311645 | Time: 9665.37 ms [2021-05-22 20:47:12 main:574] : INFO : Epoch 1727 | loss: 0.0311595 | val_loss: 0.0311644 | Time: 9636.27 ms [2021-05-22 20:47:21 main:574] : INFO : Epoch 1728 | loss: 0.0311582 | val_loss: 0.0311627 | Time: 9796.79 ms [2021-05-22 20:47:31 main:574] : INFO : Epoch 1729 | loss: 0.031157 | val_loss: 0.0311615 | Time: 9803.97 ms [2021-05-22 20:47:41 main:574] : INFO : Epoch 1730 | loss: 0.0311562 | val_loss: 0.0311623 | Time: 9821.88 ms [2021-05-22 20:47:51 main:574] : INFO : Epoch 1731 | loss: 0.0311563 | val_loss: 0.031161 | Time: 9589.61 ms [2021-05-22 20:48:00 main:574] : INFO : Epoch 1732 | loss: 0.0311555 | val_loss: 0.0311614 | Time: 9604.97 ms [2021-05-22 20:48:10 main:574] : INFO : Epoch 1733 | loss: 0.0311542 | val_loss: 0.0311641 | Time: 9681.63 ms [2021-05-22 20:48:20 main:574] : INFO : Epoch 1734 | loss: 0.0311551 | val_loss: 0.0311637 | Time: 9828.7 ms [2021-05-22 20:48:30 main:574] : INFO : Epoch 1735 | loss: 0.0311552 | val_loss: 0.0311667 | Time: 9853.81 ms [2021-05-22 20:48:39 main:574] : INFO : Epoch 1736 | loss: 0.031157 | val_loss: 0.0311621 | Time: 9792.87 ms [2021-05-22 20:48:49 main:574] : INFO : Epoch 1737 | loss: 0.0311552 | val_loss: 0.0311614 | Time: 9602.67 ms [2021-05-22 20:48:59 main:574] : INFO : Epoch 1738 | loss: 0.0311543 | val_loss: 0.0311618 | Time: 9513.11 ms [2021-05-22 20:49:08 main:574] : INFO : Epoch 1739 | loss: 0.0311543 | val_loss: 0.0311697 | Time: 9592.78 ms [2021-05-22 20:49:18 main:574] : INFO : Epoch 1740 | loss: 0.0311578 | val_loss: 0.031163 | Time: 9812.02 ms [2021-05-22 20:49:28 main:574] : INFO : Epoch 1741 | loss: 0.0311604 | val_loss: 0.0311764 | Time: 9794.51 ms [2021-05-22 20:49:38 main:574] : INFO : Epoch 1742 | loss: 0.0311712 | val_loss: 0.0311892 | Time: 9789.52 ms [2021-05-22 20:49:47 main:574] : INFO : Epoch 1743 | loss: 0.0311702 | val_loss: 0.0311731 | Time: 9604.8 ms [2021-05-22 20:49:57 main:574] : INFO : Epoch 1744 | loss: 0.0311596 | val_loss: 0.0311686 | Time: 9502.39 ms [2021-05-22 20:50:07 main:574] : INFO : Epoch 1745 | loss: 0.0311582 | val_loss: 0.0311655 | Time: 9685.83 ms [2021-05-22 20:50:17 main:574] : INFO : Epoch 1746 | loss: 0.0311548 | val_loss: 0.0311623 | Time: 10053.7 ms [2021-05-22 20:50:27 main:574] : INFO : Epoch 1747 | loss: 0.0311535 | val_loss: 0.0311646 | Time: 9846.34 ms [2021-05-22 20:50:37 main:574] : INFO : Epoch 1748 | loss: 0.031153 | val_loss: 0.0311616 | Time: 9813.7 ms [2021-05-22 20:50:46 main:574] : INFO : Epoch 1749 | loss: 0.0311524 | val_loss: 0.0311612 | Time: 9517.84 ms [2021-05-22 20:50:56 main:574] : INFO : Epoch 1750 | loss: 0.0311506 | val_loss: 0.0311622 | Time: 9512.96 ms [2021-05-22 20:51:05 main:574] : INFO : Epoch 1751 | loss: 0.0311517 | val_loss: 0.0311658 | Time: 9518.91 ms [2021-05-22 20:51:15 main:574] : INFO : Epoch 1752 | loss: 0.0311525 | val_loss: 0.031162 | Time: 9844.75 ms [2021-05-22 20:51:25 main:574] : INFO : Epoch 1753 | loss: 0.0311521 | val_loss: 0.0311717 | Time: 9748.28 ms [2021-05-22 20:51:35 main:574] : INFO : Epoch 1754 | loss: 0.0311584 | val_loss: 0.0311669 | Time: 9839.4 ms [2021-05-22 20:51:44 main:574] : INFO : Epoch 1755 | loss: 0.0311549 | val_loss: 0.0311641 | Time: 9522.65 ms [2021-05-22 20:51:54 main:574] : INFO : Epoch 1756 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 9549.24 ms [2021-05-22 20:52:03 main:574] : INFO : Epoch 1757 | loss: 0.0311555 | val_loss: 0.0311668 | Time: 9543.11 ms [2021-05-22 20:52:13 main:574] : INFO : Epoch 1758 | loss: 0.031152 | val_loss: 0.0311612 | Time: 9754.72 ms [2021-05-22 20:52:23 main:574] : INFO : Epoch 1759 | loss: 0.0311504 | val_loss: 0.0311623 | Time: 9843.86 ms [2021-05-22 20:52:33 main:574] : INFO : Epoch 1760 | loss: 0.0311541 | val_loss: 0.0311672 | Time: 9804.42 ms [2021-05-22 20:52:42 main:574] : INFO : Epoch 1761 | loss: 0.0311609 | val_loss: 0.0311685 | Time: 9683.35 ms [2021-05-22 20:52:52 main:574] : INFO : Epoch 1762 | loss: 0.0311594 | val_loss: 0.0311642 | Time: 9568.87 ms [2021-05-22 20:53:02 main:574] : INFO : Epoch 1763 | loss: 0.0311578 | val_loss: 0.0311604 | Time: 9693.98 ms [2021-05-22 20:53:12 main:574] : INFO : Epoch 1764 | loss: 0.031155 | val_loss: 0.0311603 | Time: 9755.16 ms [2021-05-22 20:53:21 main:574] : INFO : Epoch 1765 | loss: 0.0311546 | val_loss: 0.0311608 | Time: 9758.28 ms [2021-05-22 20:53:31 main:574] : INFO : Epoch 1766 | loss: 0.0311545 | val_loss: 0.0311651 | Time: 9805.3 ms [2021-05-22 20:53:41 main:574] : INFO : Epoch 1767 | loss: 0.0311558 | val_loss: 0.0311588 | Time: 9729.51 ms [2021-05-22 20:53:50 main:574] : INFO : Epoch 1768 | loss: 0.0311552 | val_loss: 0.0311591 | Time: 9560.89 ms [2021-05-22 20:54:00 main:574] : INFO : Epoch 1769 | loss: 0.0311537 | val_loss: 0.0311612 | Time: 9618.17 ms [2021-05-22 20:54:10 main:574] : INFO : Epoch 1770 | loss: 0.0311542 | val_loss: 0.0311619 | Time: 9690.65 ms [2021-05-22 20:54:20 main:574] : INFO : Epoch 1771 | loss: 0.0311608 | val_loss: 0.0311632 | Time: 9882.85 ms [2021-05-22 20:54:30 main:574] : INFO : Epoch 1772 | loss: 0.0311612 | val_loss: 0.0311633 | Time: 9805.03 ms [2021-05-22 20:54:39 main:574] : INFO : Epoch 1773 | loss: 0.0311601 | val_loss: 0.0311605 | Time: 9703.78 ms [2021-05-22 20:54:49 main:574] : INFO : Epoch 1774 | loss: 0.0311573 | val_loss: 0.0311615 | Time: 9565.16 ms [2021-05-22 20:54:58 main:574] : INFO : Epoch 1775 | loss: 0.0311563 | val_loss: 0.031161 | Time: 9554.84 ms [2021-05-22 20:55:08 main:574] : INFO : Epoch 1776 | loss: 0.0311567 | val_loss: 0.0311598 | Time: 9593.24 ms [2021-05-22 20:55:18 main:574] : INFO : Epoch 1777 | loss: 0.0311547 | val_loss: 0.0311598 | Time: 9795.26 ms [2021-05-22 20:55:28 main:574] : INFO : Epoch 1778 | loss: 0.0311543 | val_loss: 0.0311591 | Time: 9753.95 ms [2021-05-22 20:55:38 main:574] : INFO : Epoch 1779 | loss: 0.0311539 | val_loss: 0.0311599 | Time: 9836.65 ms [2021-05-22 20:55:47 main:574] : INFO : Epoch 1780 | loss: 0.0311562 | val_loss: 0.0311611 | Time: 9566.28 ms [2021-05-22 20:55:57 main:574] : INFO : Epoch 1781 | loss: 0.0311589 | val_loss: 0.0311634 | Time: 9502.14 ms [2021-05-22 20:56:06 main:574] : INFO : Epoch 1782 | loss: 0.0311571 | val_loss: 0.0311588 | Time: 9503.89 ms [2021-05-22 20:56:16 main:574] : INFO : Epoch 1783 | loss: 0.0311575 | val_loss: 0.0311648 | Time: 9799.37 ms [2021-05-22 20:56:26 main:574] : INFO : Epoch 1784 | loss: 0.0311578 | val_loss: 0.0311651 | Time: 9803.58 ms [2021-05-22 20:56:36 main:574] : INFO : Epoch 1785 | loss: 0.0311549 | val_loss: 0.0311597 | Time: 9947.25 ms [2021-05-22 20:56:45 main:574] : INFO : Epoch 1786 | loss: 0.0311535 | val_loss: 0.03116 | Time: 9610.99 ms [2021-05-22 20:56:55 main:574] : INFO : Epoch 1787 | loss: 0.0311542 | val_loss: 0.0311597 | Time: 9549.22 ms [2021-05-22 20:57:04 main:574] : INFO : Epoch 1788 | loss: 0.0311522 | val_loss: 0.031163 | Time: 9532.98 ms [2021-05-22 20:57:14 main:574] : INFO : Epoch 1789 | loss: 0.0311535 | val_loss: 0.0311657 | Time: 9757.43 ms [2021-05-22 20:57:24 main:574] : INFO : Epoch 1790 | loss: 0.0311522 | val_loss: 0.0311612 | Time: 9762.51 ms [2021-05-22 20:57:34 main:574] : INFO : Epoch 1791 | loss: 0.0311517 | val_loss: 0.0311606 | Time: 9749.51 ms [2021-05-22 20:57:43 main:574] : INFO : Epoch 1792 | loss: 0.0311517 | val_loss: 0.0311613 | Time: 9693.88 ms [2021-05-22 20:57:53 main:574] : INFO : Epoch 1793 | loss: 0.031152 | val_loss: 0.0311598 | Time: 9554.67 ms [2021-05-22 20:58:03 main:574] : INFO : Epoch 1794 | loss: 0.0311519 | val_loss: 0.0311632 | Time: 9550.13 ms [2021-05-22 20:58:12 main:574] : INFO : Epoch 1795 | loss: 0.0311506 | val_loss: 0.0311602 | Time: 9820.04 ms [2021-05-22 20:58:22 main:574] : INFO : Epoch 1796 | loss: 0.0311509 | val_loss: 0.0311605 | Time: 9707.56 ms [2021-05-22 20:58:32 main:574] : INFO : Epoch 1797 | loss: 0.0311513 | val_loss: 0.031165 | Time: 9773.6 ms [2021-05-22 20:58:42 main:574] : INFO : Epoch 1798 | loss: 0.0311542 | val_loss: 0.0311618 | Time: 9656.86 ms [2021-05-22 20:58:51 main:574] : INFO : Epoch 1799 | loss: 0.0311522 | val_loss: 0.031161 | Time: 9554.96 ms [2021-05-22 20:59:01 main:574] : INFO : Epoch 1800 | loss: 0.0311507 | val_loss: 0.0311613 | Time: 9579.32 ms [2021-05-22 20:59:11 main:574] : INFO : Epoch 1801 | loss: 0.0311511 | val_loss: 0.0311624 | Time: 9792.88 ms [2021-05-22 20:59:20 main:574] : INFO : Epoch 1802 | loss: 0.0311509 | val_loss: 0.0311625 | Time: 9862.16 ms [2021-05-22 20:59:30 main:574] : INFO : Epoch 1803 | loss: 0.0311535 | val_loss: 0.0311629 | Time: 9796.81 ms [2021-05-22 20:59:40 main:574] : INFO : Epoch 1804 | loss: 0.0311527 | val_loss: 0.0311634 | Time: 9708.09 ms [2021-05-22 20:59:50 main:574] : INFO : Epoch 1805 | loss: 0.0311534 | val_loss: 0.0311674 | Time: 9576.22 ms [2021-05-22 20:59:59 main:574] : INFO : Epoch 1806 | loss: 0.031154 | val_loss: 0.031162 | Time: 9663.06 ms [2021-05-22 21:00:09 main:574] : INFO : Epoch 1807 | loss: 0.0311509 | val_loss: 0.0311596 | Time: 9777.19 ms [2021-05-22 21:00:19 main:574] : INFO : Epoch 1808 | loss: 0.0311508 | val_loss: 0.0311602 | Time: 10090.9 ms [2021-05-22 21:00:29 main:574] : INFO : Epoch 1809 | loss: 0.0311506 | val_loss: 0.0311603 | Time: 9845.5 ms [2021-05-22 21:00:39 main:574] : INFO : Epoch 1810 | loss: 0.0311512 | val_loss: 0.0311609 | Time: 9888.09 ms [2021-05-22 21:00:49 main:574] : INFO : Epoch 1811 | loss: 0.0311514 | val_loss: 0.0311593 | Time: 9606.07 ms [2021-05-22 21:00:58 main:574] : INFO : Epoch 1812 | loss: 0.0311501 | val_loss: 0.0311623 | Time: 9560.14 ms [2021-05-22 21:01:08 main:574] : INFO : Epoch 1813 | loss: 0.0311496 | val_loss: 0.0311587 | Time: 9597.23 ms [2021-05-22 21:01:18 main:574] : INFO : Epoch 1814 | loss: 0.0311504 | val_loss: 0.0311581 | Time: 9766.09 ms [2021-05-22 21:01:27 main:574] : INFO : Epoch 1815 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 9827.74 ms [2021-05-22 21:01:37 main:574] : INFO : Epoch 1816 | loss: 0.031151 | val_loss: 0.03116 | Time: 9771.24 ms [2021-05-22 21:01:47 main:574] : INFO : Epoch 1817 | loss: 0.0311512 | val_loss: 0.0311605 | Time: 9567.38 ms [2021-05-22 21:01:56 main:574] : INFO : Epoch 1818 | loss: 0.0311507 | val_loss: 0.0311593 | Time: 9570.17 ms [2021-05-22 21:02:06 main:574] : INFO : Epoch 1819 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 9628.6 ms [2021-05-22 21:02:16 main:574] : INFO : Epoch 1820 | loss: 0.0311489 | val_loss: 0.0311567 | Time: 9738.5 ms [2021-05-22 21:02:26 main:574] : INFO : Epoch 1821 | loss: 0.031149 | val_loss: 0.0311586 | Time: 9818.65 ms [2021-05-22 21:02:35 main:574] : INFO : Epoch 1822 | loss: 0.0311482 | val_loss: 0.0311571 | Time: 9773.68 ms [2021-05-22 21:02:45 main:574] : INFO : Epoch 1823 | loss: 0.0311482 | val_loss: 0.0311582 | Time: 9717.98 ms [2021-05-22 21:02:55 main:574] : INFO : Epoch 1824 | loss: 0.031148 | val_loss: 0.0311611 | Time: 9535.47 ms [2021-05-22 21:03:04 main:574] : INFO : Epoch 1825 | loss: 0.0311495 | val_loss: 0.0311593 | Time: 9541.3 ms [2021-05-22 21:03:14 main:574] : INFO : Epoch 1826 | loss: 0.0311558 | val_loss: 0.03116 | Time: 9719.5 ms [2021-05-22 21:03:24 main:574] : INFO : Epoch 1827 | loss: 0.0311566 | val_loss: 0.0311625 | Time: 9875.84 ms [2021-05-22 21:03:34 main:574] : INFO : Epoch 1828 | loss: 0.0311548 | val_loss: 0.0311633 | Time: 9759.84 ms [2021-05-22 21:03:43 main:574] : INFO : Epoch 1829 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 9705.58 ms [2021-05-22 21:03:53 main:574] : INFO : Epoch 1830 | loss: 0.0311531 | val_loss: 0.0311581 | Time: 9642.81 ms [2021-05-22 21:04:03 main:574] : INFO : Epoch 1831 | loss: 0.0311522 | val_loss: 0.0311584 | Time: 9714.74 ms [2021-05-22 21:04:13 main:574] : INFO : Epoch 1832 | loss: 0.0311511 | val_loss: 0.0311584 | Time: 9782.68 ms [2021-05-22 21:04:22 main:574] : INFO : Epoch 1833 | loss: 0.0311502 | val_loss: 0.0311585 | Time: 9809.25 ms [2021-05-22 21:04:32 main:574] : INFO : Epoch 1834 | loss: 0.0311502 | val_loss: 0.0311577 | Time: 9855.56 ms [2021-05-22 21:04:42 main:574] : INFO : Epoch 1835 | loss: 0.0311622 | val_loss: 0.0311665 | Time: 9765.5 ms [2021-05-22 21:04:52 main:574] : INFO : Epoch 1836 | loss: 0.0311713 | val_loss: 0.031167 | Time: 9584.22 ms [2021-05-22 21:05:01 main:574] : INFO : Epoch 1837 | loss: 0.0311665 | val_loss: 0.0311639 | Time: 9546.66 ms [2021-05-22 21:05:11 main:574] : INFO : Epoch 1838 | loss: 0.0311678 | val_loss: 0.0311663 | Time: 9723.73 ms [2021-05-22 21:05:21 main:574] : INFO : Epoch 1839 | loss: 0.0311685 | val_loss: 0.0311683 | Time: 9757.6 ms [2021-05-22 21:05:31 main:574] : INFO : Epoch 1840 | loss: 0.0311669 | val_loss: 0.0311674 | Time: 9804.86 ms [2021-05-22 21:05:40 main:574] : INFO : Epoch 1841 | loss: 0.0311654 | val_loss: 0.031166 | Time: 9822.56 ms [2021-05-22 21:05:50 main:574] : INFO : Epoch 1842 | loss: 0.0311638 | val_loss: 0.0311662 | Time: 9597.19 ms [2021-05-22 21:06:00 main:574] : INFO : Epoch 1843 | loss: 0.0311629 | val_loss: 0.0311642 | Time: 9862.31 ms [2021-05-22 21:06:10 main:574] : INFO : Epoch 1844 | loss: 0.0311618 | val_loss: 0.0311646 | Time: 10091 ms [2021-05-22 21:06:20 main:574] : INFO : Epoch 1845 | loss: 0.0311619 | val_loss: 0.0311642 | Time: 10252.4 ms [2021-05-22 21:06:30 main:574] : INFO : Epoch 1846 | loss: 0.0311627 | val_loss: 0.0311644 | Time: 9833.01 ms [2021-05-22 21:06:40 main:574] : INFO : Epoch 1847 | loss: 0.0311617 | val_loss: 0.031162 | Time: 9797.09 ms [2021-05-22 21:06:50 main:574] : INFO : Epoch 1848 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 9593.44 ms [2021-05-22 21:06:59 main:574] : INFO : Epoch 1849 | loss: 0.0311662 | val_loss: 0.0311691 | Time: 9568.27 ms [2021-05-22 21:07:09 main:574] : INFO : Epoch 1850 | loss: 0.0311651 | val_loss: 0.0311623 | Time: 9576.42 ms [2021-05-22 21:07:19 main:574] : INFO : Epoch 1851 | loss: 0.0311661 | val_loss: 0.0311653 | Time: 9758.19 ms [2021-05-22 21:07:28 main:574] : INFO : Epoch 1852 | loss: 0.0311626 | val_loss: 0.0311622 | Time: 9785.09 ms [2021-05-22 21:07:38 main:574] : INFO : Epoch 1853 | loss: 0.0311599 | val_loss: 0.0311627 | Time: 9778.96 ms [2021-05-22 21:07:48 main:574] : INFO : Epoch 1854 | loss: 0.0311597 | val_loss: 0.0311619 | Time: 9717.8 ms [2021-05-22 21:07:57 main:574] : INFO : Epoch 1855 | loss: 0.0311583 | val_loss: 0.0311605 | Time: 9640.12 ms [2021-05-22 21:08:07 main:574] : INFO : Epoch 1856 | loss: 0.0311565 | val_loss: 0.0311601 | Time: 9677.37 ms [2021-05-22 21:08:17 main:574] : INFO : Epoch 1857 | loss: 0.0311566 | val_loss: 0.0311591 | Time: 9936.98 ms [2021-05-22 21:08:27 main:574] : INFO : Epoch 1858 | loss: 0.0311562 | val_loss: 0.0311585 | Time: 9831.74 ms [2021-05-22 21:08:37 main:574] : INFO : Epoch 1859 | loss: 0.0311562 | val_loss: 0.0311592 | Time: 9795.45 ms [2021-05-22 21:08:47 main:574] : INFO : Epoch 1860 | loss: 0.031156 | val_loss: 0.0311605 | Time: 9714.02 ms [2021-05-22 21:08:56 main:574] : INFO : Epoch 1861 | loss: 0.0311571 | val_loss: 0.0311587 | Time: 9551.17 ms [2021-05-22 21:09:06 main:574] : INFO : Epoch 1862 | loss: 0.0311571 | val_loss: 0.0311593 | Time: 9524.07 ms [2021-05-22 21:09:15 main:574] : INFO : Epoch 1863 | loss: 0.031156 | val_loss: 0.031159 | Time: 9709.98 ms [2021-05-22 21:09:25 main:574] : INFO : Epoch 1864 | loss: 0.0311548 | val_loss: 0.0311585 | Time: 9768.61 ms [2021-05-22 21:09:35 main:574] : INFO : Epoch 1865 | loss: 0.031153 | val_loss: 0.0311573 | Time: 9748 ms [2021-05-22 21:09:45 main:574] : INFO : Epoch 1866 | loss: 0.0311527 | val_loss: 0.0311584 | Time: 9644.15 ms [2021-05-22 21:09:54 main:574] : INFO : Epoch 1867 | loss: 0.0311525 | val_loss: 0.0311578 | Time: 9593.89 ms [2021-05-22 21:10:04 main:574] : INFO : Epoch 1868 | loss: 0.0311529 | val_loss: 0.0311596 | Time: 9473.9 ms [2021-05-22 21:10:13 main:574] : INFO : Epoch 1869 | loss: 0.0311533 | val_loss: 0.0311586 | Time: 9748.73 ms [2021-05-22 21:10:24 main:574] : INFO : Epoch 1870 | loss: 0.0311535 | val_loss: 0.0311595 | Time: 10275.2 ms [2021-05-22 21:10:34 main:574] : INFO : Epoch 1871 | loss: 0.0311522 | val_loss: 0.0311586 | Time: 9899.33 ms [2021-05-22 21:10:44 main:574] : INFO : Epoch 1872 | loss: 0.0311513 | val_loss: 0.0311584 | Time: 9975.31 ms [2021-05-22 21:10:53 main:574] : INFO : Epoch 1873 | loss: 0.0311513 | val_loss: 0.0311611 | Time: 9588.23 ms [2021-05-22 21:11:03 main:574] : INFO : Epoch 1874 | loss: 0.0311531 | val_loss: 0.0311639 | Time: 9605.51 ms [2021-05-22 21:11:13 main:574] : INFO : Epoch 1875 | loss: 0.0311601 | val_loss: 0.0311625 | Time: 9637.89 ms [2021-05-22 21:11:22 main:574] : INFO : Epoch 1876 | loss: 0.0311618 | val_loss: 0.0311597 | Time: 9782.51 ms [2021-05-22 21:11:32 main:574] : INFO : Epoch 1877 | loss: 0.031158 | val_loss: 0.0311634 | Time: 9825.28 ms [2021-05-22 21:11:42 main:574] : INFO : Epoch 1878 | loss: 0.031157 | val_loss: 0.0311609 | Time: 9856.49 ms [2021-05-22 21:11:52 main:574] : INFO : Epoch 1879 | loss: 0.0311559 | val_loss: 0.0311602 | Time: 9576.92 ms [2021-05-22 21:12:01 main:574] : INFO : Epoch 1880 | loss: 0.0311543 | val_loss: 0.0311625 | Time: 9701.9 ms [2021-05-22 21:12:11 main:574] : INFO : Epoch 1881 | loss: 0.0311552 | val_loss: 0.0311665 | Time: 9601.64 ms [2021-05-22 21:12:21 main:574] : INFO : Epoch 1882 | loss: 0.0311545 | val_loss: 0.03116 | Time: 9752.11 ms [2021-05-22 21:12:31 main:574] : INFO : Epoch 1883 | loss: 0.0311532 | val_loss: 0.0311614 | Time: 9841.21 ms [2021-05-22 21:12:40 main:574] : INFO : Epoch 1884 | loss: 0.0311532 | val_loss: 0.0311613 | Time: 9772.58 ms [2021-05-22 21:12:50 main:574] : INFO : Epoch 1885 | loss: 0.031153 | val_loss: 0.0311623 | Time: 9661.92 ms [2021-05-22 21:13:00 main:574] : INFO : Epoch 1886 | loss: 0.0311528 | val_loss: 0.0311606 | Time: 9635.88 ms [2021-05-22 21:13:09 main:574] : INFO : Epoch 1887 | loss: 0.0311532 | val_loss: 0.0311627 | Time: 9644.98 ms [2021-05-22 21:13:19 main:574] : INFO : Epoch 1888 | loss: 0.031153 | val_loss: 0.0311614 | Time: 9738.11 ms [2021-05-22 21:13:29 main:574] : INFO : Epoch 1889 | loss: 0.0311536 | val_loss: 0.0311614 | Time: 9750.47 ms [2021-05-22 21:13:39 main:574] : INFO : Epoch 1890 | loss: 0.0311532 | val_loss: 0.0311614 | Time: 9827.57 ms [2021-05-22 21:13:48 main:574] : INFO : Epoch 1891 | loss: 0.0311515 | val_loss: 0.0311628 | Time: 9687.43 ms [2021-05-22 21:13:58 main:574] : INFO : Epoch 1892 | loss: 0.0311508 | val_loss: 0.031163 | Time: 9660.96 ms [2021-05-22 21:14:08 main:574] : INFO : Epoch 1893 | loss: 0.031151 | val_loss: 0.0311621 | Time: 9584.97 ms [2021-05-22 21:14:18 main:574] : INFO : Epoch 1894 | loss: 0.0311504 | val_loss: 0.0311614 | Time: 9782.37 ms [2021-05-22 21:14:27 main:574] : INFO : Epoch 1895 | loss: 0.0311518 | val_loss: 0.0311673 | Time: 9777.81 ms [2021-05-22 21:14:37 main:574] : INFO : Epoch 1896 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 9789.36 ms [2021-05-22 21:14:47 main:574] : INFO : Epoch 1897 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 9663.11 ms [2021-05-22 21:14:56 main:574] : INFO : Epoch 1898 | loss: 0.0311531 | val_loss: 0.0311642 | Time: 9546.4 ms [2021-05-22 21:15:06 main:574] : INFO : Epoch 1899 | loss: 0.0311564 | val_loss: 0.0311639 | Time: 9495.12 ms [2021-05-22 21:15:16 main:574] : INFO : Epoch 1900 | loss: 0.0311568 | val_loss: 0.0311645 | Time: 9668.49 ms [2021-05-22 21:15:25 main:574] : INFO : Epoch 1901 | loss: 0.0311548 | val_loss: 0.0311625 | Time: 9772.27 ms [2021-05-22 21:15:35 main:574] : INFO : Epoch 1902 | loss: 0.0311586 | val_loss: 0.0311653 | Time: 9835.34 ms [2021-05-22 21:15:45 main:574] : INFO : Epoch 1903 | loss: 0.0311591 | val_loss: 0.0311622 | Time: 9795.01 ms [2021-05-22 21:15:55 main:574] : INFO : Epoch 1904 | loss: 0.0311559 | val_loss: 0.0311605 | Time: 9637.06 ms [2021-05-22 21:16:04 main:574] : INFO : Epoch 1905 | loss: 0.0311546 | val_loss: 0.0311605 | Time: 9593.25 ms [2021-05-22 21:16:14 main:574] : INFO : Epoch 1906 | loss: 0.0311538 | val_loss: 0.0311605 | Time: 9654.79 ms [2021-05-22 21:16:24 main:574] : INFO : Epoch 1907 | loss: 0.0311537 | val_loss: 0.0311604 | Time: 9832.32 ms [2021-05-22 21:16:34 main:574] : INFO : Epoch 1908 | loss: 0.0311537 | val_loss: 0.0311611 | Time: 9715.51 ms [2021-05-22 21:16:43 main:574] : INFO : Epoch 1909 | loss: 0.0311523 | val_loss: 0.031161 | Time: 9789 ms [2021-05-22 21:16:53 main:574] : INFO : Epoch 1910 | loss: 0.0311517 | val_loss: 0.0311608 | Time: 9573.73 ms [2021-05-22 21:17:03 main:574] : INFO : Epoch 1911 | loss: 0.0311529 | val_loss: 0.0311619 | Time: 9592.75 ms [2021-05-22 21:17:12 main:574] : INFO : Epoch 1912 | loss: 0.0311535 | val_loss: 0.0311613 | Time: 9673.73 ms [2021-05-22 21:17:22 main:574] : INFO : Epoch 1913 | loss: 0.0311543 | val_loss: 0.0311605 | Time: 9773.08 ms [2021-05-22 21:17:32 main:574] : INFO : Epoch 1914 | loss: 0.0311539 | val_loss: 0.0311597 | Time: 9859.7 ms [2021-05-22 21:17:42 main:574] : INFO : Epoch 1915 | loss: 0.0311519 | val_loss: 0.0311594 | Time: 9871.35 ms [2021-05-22 21:17:51 main:574] : INFO : Epoch 1916 | loss: 0.031153 | val_loss: 0.0311596 | Time: 9613.36 ms [2021-05-22 21:18:01 main:574] : INFO : Epoch 1917 | loss: 0.0311513 | val_loss: 0.0311589 | Time: 9548.64 ms [2021-05-22 21:18:11 main:574] : INFO : Epoch 1918 | loss: 0.0311497 | val_loss: 0.0311592 | Time: 9611.62 ms [2021-05-22 21:18:20 main:574] : INFO : Epoch 1919 | loss: 0.0311492 | val_loss: 0.0311591 | Time: 9782.05 ms [2021-05-22 21:18:30 main:574] : INFO : Epoch 1920 | loss: 0.031149 | val_loss: 0.0311584 | Time: 9829.95 ms [2021-05-22 21:18:40 main:574] : INFO : Epoch 1921 | loss: 0.0311492 | val_loss: 0.0311596 | Time: 9780.03 ms [2021-05-22 21:18:50 main:574] : INFO : Epoch 1922 | loss: 0.0311536 | val_loss: 0.0311615 | Time: 9701.44 ms [2021-05-22 21:18:59 main:574] : INFO : Epoch 1923 | loss: 0.0311505 | val_loss: 0.031162 | Time: 9597.97 ms [2021-05-22 21:19:09 main:574] : INFO : Epoch 1924 | loss: 0.0311498 | val_loss: 0.0311602 | Time: 9702.82 ms [2021-05-22 21:19:19 main:574] : INFO : Epoch 1925 | loss: 0.0311494 | val_loss: 0.0311598 | Time: 9719.35 ms [2021-05-22 21:19:29 main:574] : INFO : Epoch 1926 | loss: 0.0311484 | val_loss: 0.0311602 | Time: 9781.95 ms [2021-05-22 21:19:38 main:574] : INFO : Epoch 1927 | loss: 0.0311477 | val_loss: 0.0311619 | Time: 9761.45 ms [2021-05-22 21:19:48 main:574] : INFO : Epoch 1928 | loss: 0.0311562 | val_loss: 0.0311707 | Time: 9621.55 ms [2021-05-22 21:19:58 main:574] : INFO : Epoch 1929 | loss: 0.0312643 | val_loss: 0.031949 | Time: 9551.59 ms [2021-05-22 21:20:07 main:574] : INFO : Epoch 1930 | loss: 0.035388 | val_loss: 0.0332967 | Time: 9649.8 ms [2021-05-22 21:20:17 main:574] : INFO : Epoch 1931 | loss: 0.0317317 | val_loss: 0.03149 | Time: 9882.16 ms [2021-05-22 21:20:27 main:574] : INFO : Epoch 1932 | loss: 0.0313329 | val_loss: 0.0312717 | Time: 10073.9 ms [2021-05-22 21:20:37 main:574] : INFO : Epoch 1933 | loss: 0.0312629 | val_loss: 0.0312566 | Time: 9773.07 ms [2021-05-22 21:20:47 main:574] : INFO : Epoch 1934 | loss: 0.0312536 | val_loss: 0.0312518 | Time: 9794.26 ms [2021-05-22 21:20:56 main:574] : INFO : Epoch 1935 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 9501.73 ms [2021-05-22 21:21:06 main:574] : INFO : Epoch 1936 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 9539.27 ms [2021-05-22 21:21:16 main:574] : INFO : Epoch 1937 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 9700.24 ms [2021-05-22 21:21:25 main:574] : INFO : Epoch 1938 | loss: 0.0312441 | val_loss: 0.0312416 | Time: 9763.27 ms [2021-05-22 21:21:35 main:574] : INFO : Epoch 1939 | loss: 0.0312361 | val_loss: 0.0312323 | Time: 9828.86 ms [2021-05-22 21:21:45 main:574] : INFO : Epoch 1940 | loss: 0.0312242 | val_loss: 0.0312203 | Time: 9858.99 ms [2021-05-22 21:21:55 main:574] : INFO : Epoch 1941 | loss: 0.0312116 | val_loss: 0.0312114 | Time: 9626.59 ms [2021-05-22 21:22:04 main:574] : INFO : Epoch 1942 | loss: 0.0312058 | val_loss: 0.0312048 | Time: 9518.2 ms [2021-05-22 21:22:14 main:574] : INFO : Epoch 1943 | loss: 0.0312008 | val_loss: 0.0312064 | Time: 9633.66 ms [2021-05-22 21:22:24 main:574] : INFO : Epoch 1944 | loss: 0.0312021 | val_loss: 0.0312026 | Time: 9790.2 ms [2021-05-22 21:22:34 main:574] : INFO : Epoch 1945 | loss: 0.0311973 | val_loss: 0.0311951 | Time: 9788.95 ms [2021-05-22 21:22:43 main:574] : INFO : Epoch 1946 | loss: 0.0311939 | val_loss: 0.0311925 | Time: 9724.98 ms [2021-05-22 21:22:53 main:574] : INFO : Epoch 1947 | loss: 0.0311922 | val_loss: 0.0311921 | Time: 9618.63 ms [2021-05-22 21:23:03 main:574] : INFO : Epoch 1948 | loss: 0.0311899 | val_loss: 0.0311909 | Time: 9619.79 ms [2021-05-22 21:23:12 main:574] : INFO : Epoch 1949 | loss: 0.0311937 | val_loss: 0.0311988 | Time: 9565.34 ms [2021-05-22 21:23:22 main:574] : INFO : Epoch 1950 | loss: 0.0311919 | val_loss: 0.0311945 | Time: 9693.32 ms [2021-05-22 21:23:32 main:574] : INFO : Epoch 1951 | loss: 0.0311884 | val_loss: 0.0311906 | Time: 9830.74 ms [2021-05-22 21:23:42 main:574] : INFO : Epoch 1952 | loss: 0.0311922 | val_loss: 0.0312049 | Time: 9769.17 ms [2021-05-22 21:23:51 main:574] : INFO : Epoch 1953 | loss: 0.0311974 | val_loss: 0.0311906 | Time: 9665.54 ms [2021-05-22 21:24:01 main:574] : INFO : Epoch 1954 | loss: 0.0311867 | val_loss: 0.0311886 | Time: 9569.44 ms [2021-05-22 21:24:10 main:574] : INFO : Epoch 1955 | loss: 0.0311863 | val_loss: 0.0311883 | Time: 9529.37 ms [2021-05-22 21:24:20 main:574] : INFO : Epoch 1956 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 9716.78 ms [2021-05-22 21:24:30 main:574] : INFO : Epoch 1957 | loss: 0.031185 | val_loss: 0.0311906 | Time: 9810.89 ms [2021-05-22 21:24:40 main:574] : INFO : Epoch 1958 | loss: 0.0311867 | val_loss: 0.0311868 | Time: 9794.89 ms [2021-05-22 21:24:49 main:574] : INFO : Epoch 1959 | loss: 0.0311839 | val_loss: 0.0311878 | Time: 9642.9 ms [2021-05-22 21:24:59 main:574] : INFO : Epoch 1960 | loss: 0.0311876 | val_loss: 0.0311856 | Time: 9487.94 ms [2021-05-22 21:25:08 main:574] : INFO : Epoch 1961 | loss: 0.0311835 | val_loss: 0.0311886 | Time: 9538.67 ms [2021-05-22 21:25:18 main:574] : INFO : Epoch 1962 | loss: 0.0311888 | val_loss: 0.0311863 | Time: 9613.58 ms [2021-05-22 21:25:28 main:574] : INFO : Epoch 1963 | loss: 0.0311832 | val_loss: 0.0311855 | Time: 9753.83 ms [2021-05-22 21:25:38 main:574] : INFO : Epoch 1964 | loss: 0.0311833 | val_loss: 0.031184 | Time: 9756.3 ms [2021-05-22 21:25:47 main:574] : INFO : Epoch 1965 | loss: 0.0311817 | val_loss: 0.031184 | Time: 9782.5 ms [2021-05-22 21:25:57 main:574] : INFO : Epoch 1966 | loss: 0.0311865 | val_loss: 0.0311839 | Time: 9555.83 ms [2021-05-22 21:26:07 main:574] : INFO : Epoch 1967 | loss: 0.031189 | val_loss: 0.0311967 | Time: 9566.93 ms [2021-05-22 21:26:16 main:574] : INFO : Epoch 1968 | loss: 0.031186 | val_loss: 0.0311891 | Time: 9560.13 ms [2021-05-22 21:26:26 main:574] : INFO : Epoch 1969 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 9730.97 ms [2021-05-22 21:26:36 main:574] : INFO : Epoch 1970 | loss: 0.031184 | val_loss: 0.0311858 | Time: 9834.36 ms [2021-05-22 21:26:45 main:574] : INFO : Epoch 1971 | loss: 0.0311818 | val_loss: 0.0311843 | Time: 9708.05 ms [2021-05-22 21:26:55 main:574] : INFO : Epoch 1972 | loss: 0.0311819 | val_loss: 0.0311821 | Time: 9567.13 ms [2021-05-22 21:27:05 main:574] : INFO : Epoch 1973 | loss: 0.0311832 | val_loss: 0.0311929 | Time: 9644.8 ms [2021-05-22 21:27:14 main:574] : INFO : Epoch 1974 | loss: 0.0311816 | val_loss: 0.0311811 | Time: 9574.9 ms [2021-05-22 21:27:24 main:574] : INFO : Epoch 1975 | loss: 0.0311831 | val_loss: 0.031197 | Time: 9695.72 ms [2021-05-22 21:27:34 main:574] : INFO : Epoch 1976 | loss: 0.0311813 | val_loss: 0.0311809 | Time: 9762.51 ms [2021-05-22 21:27:44 main:574] : INFO : Epoch 1977 | loss: 0.0311801 | val_loss: 0.0311803 | Time: 9786.97 ms [2021-05-22 21:27:53 main:574] : INFO : Epoch 1978 | loss: 0.0311799 | val_loss: 0.0311911 | Time: 9561.78 ms [2021-05-22 21:28:03 main:574] : INFO : Epoch 1979 | loss: 0.0311875 | val_loss: 0.0311895 | Time: 9535.76 ms [2021-05-22 21:28:12 main:574] : INFO : Epoch 1980 | loss: 0.0311817 | val_loss: 0.0311801 | Time: 9521.28 ms [2021-05-22 21:28:22 main:574] : INFO : Epoch 1981 | loss: 0.0311771 | val_loss: 0.0311802 | Time: 9719.63 ms [2021-05-22 21:28:32 main:574] : INFO : Epoch 1982 | loss: 0.0311833 | val_loss: 0.0311817 | Time: 9850.99 ms [2021-05-22 21:28:42 main:574] : INFO : Epoch 1983 | loss: 0.0311761 | val_loss: 0.0311792 | Time: 9801.57 ms [2021-05-22 21:28:52 main:574] : INFO : Epoch 1984 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 9553.17 ms [2021-05-22 21:29:01 main:574] : INFO : Epoch 1985 | loss: 0.0311797 | val_loss: 0.0311776 | Time: 9484.98 ms [2021-05-22 21:29:11 main:574] : INFO : Epoch 1986 | loss: 0.0311818 | val_loss: 0.0311821 | Time: 9502.03 ms [2021-05-22 21:29:20 main:574] : INFO : Epoch 1987 | loss: 0.0311806 | val_loss: 0.0311766 | Time: 9720.64 ms [2021-05-22 21:29:30 main:574] : INFO : Epoch 1988 | loss: 0.0311774 | val_loss: 0.0311878 | Time: 9727.76 ms [2021-05-22 21:29:40 main:574] : INFO : Epoch 1989 | loss: 0.0311762 | val_loss: 0.0311758 | Time: 9746.71 ms [2021-05-22 21:29:49 main:574] : INFO : Epoch 1990 | loss: 0.0311726 | val_loss: 0.0311847 | Time: 9628.1 ms [2021-05-22 21:29:59 main:574] : INFO : Epoch 1991 | loss: 0.0311733 | val_loss: 0.0311802 | Time: 9462.76 ms [2021-05-22 21:30:08 main:574] : INFO : Epoch 1992 | loss: 0.0311716 | val_loss: 0.0311748 | Time: 9545.51 ms [2021-05-22 21:30:18 main:574] : INFO : Epoch 1993 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 9779.82 ms [2021-05-22 21:30:28 main:574] : INFO : Epoch 1994 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 10062.5 ms [2021-05-22 21:30:38 main:574] : INFO : Epoch 1995 | loss: 0.0311721 | val_loss: 0.0311717 | Time: 9818.73 ms [2021-05-22 21:30:48 main:574] : INFO : Epoch 1996 | loss: 0.0311694 | val_loss: 0.0311712 | Time: 9553.63 ms [2021-05-22 21:30:57 main:574] : INFO : Epoch 1997 | loss: 0.0311692 | val_loss: 0.0311716 | Time: 9522.63 ms [2021-05-22 21:31:07 main:574] : INFO : Epoch 1998 | loss: 0.0311677 | val_loss: 0.03117 | Time: 9574.19 ms [2021-05-22 21:31:17 main:574] : INFO : Epoch 1999 | loss: 0.0311691 | val_loss: 0.031172 | Time: 9766.1 ms [2021-05-22 21:31:27 main:574] : INFO : Epoch 2000 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 9747.64 ms [2021-05-22 21:31:36 main:574] : INFO : Epoch 2001 | loss: 0.0311667 | val_loss: 0.031169 | Time: 9728.79 ms [2021-05-22 21:31:46 main:574] : INFO : Epoch 2002 | loss: 0.0311669 | val_loss: 0.0311703 | Time: 9566.32 ms [2021-05-22 21:31:55 main:574] : INFO : Epoch 2003 | loss: 0.0311688 | val_loss: 0.0311691 | Time: 9513.3 ms [2021-05-22 21:32:05 main:574] : INFO : Epoch 2004 | loss: 0.0311667 | val_loss: 0.0311795 | Time: 9522.82 ms [2021-05-22 21:32:15 main:574] : INFO : Epoch 2005 | loss: 0.0311689 | val_loss: 0.0311683 | Time: 9650.2 ms [2021-05-22 21:32:24 main:574] : INFO : Epoch 2006 | loss: 0.0311665 | val_loss: 0.0311687 | Time: 9800.1 ms [2021-05-22 21:32:34 main:574] : INFO : Epoch 2007 | loss: 0.0311702 | val_loss: 0.0311814 | Time: 9799.35 ms [2021-05-22 21:32:44 main:574] : INFO : Epoch 2008 | loss: 0.0311729 | val_loss: 0.0311753 | Time: 9639.06 ms [2021-05-22 21:32:53 main:574] : INFO : Epoch 2009 | loss: 0.0311671 | val_loss: 0.0311675 | Time: 9526.98 ms [2021-05-22 21:33:03 main:574] : INFO : Epoch 2010 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 9529.22 ms [2021-05-22 21:33:13 main:574] : INFO : Epoch 2011 | loss: 0.0311652 | val_loss: 0.0311732 | Time: 9642.64 ms [2021-05-22 21:33:23 main:574] : INFO : Epoch 2012 | loss: 0.0311672 | val_loss: 0.0311828 | Time: 9747.02 ms [2021-05-22 21:33:32 main:574] : INFO : Epoch 2013 | loss: 0.0311672 | val_loss: 0.0311703 | Time: 9814.15 ms [2021-05-22 21:33:42 main:574] : INFO : Epoch 2014 | loss: 0.0311624 | val_loss: 0.031167 | Time: 9722.87 ms [2021-05-22 21:33:52 main:574] : INFO : Epoch 2015 | loss: 0.0311625 | val_loss: 0.0311673 | Time: 9581.65 ms [2021-05-22 21:34:01 main:574] : INFO : Epoch 2016 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 9487.03 ms [2021-05-22 21:34:11 main:574] : INFO : Epoch 2017 | loss: 0.0311622 | val_loss: 0.0311665 | Time: 9629.77 ms [2021-05-22 21:34:21 main:574] : INFO : Epoch 2018 | loss: 0.0311607 | val_loss: 0.031168 | Time: 9812.62 ms [2021-05-22 21:34:30 main:574] : INFO : Epoch 2019 | loss: 0.0311641 | val_loss: 0.031168 | Time: 9878.98 ms [2021-05-22 21:34:40 main:574] : INFO : Epoch 2020 | loss: 0.0311628 | val_loss: 0.0311673 | Time: 9707.22 ms [2021-05-22 21:34:50 main:574] : INFO : Epoch 2021 | loss: 0.03116 | val_loss: 0.0311696 | Time: 9582.59 ms [2021-05-22 21:34:59 main:574] : INFO : Epoch 2022 | loss: 0.0311602 | val_loss: 0.031166 | Time: 9519.1 ms [2021-05-22 21:35:09 main:574] : INFO : Epoch 2023 | loss: 0.0311608 | val_loss: 0.0311685 | Time: 9508.3 ms [2021-05-22 21:35:19 main:574] : INFO : Epoch 2024 | loss: 0.0311615 | val_loss: 0.0311661 | Time: 9745.56 ms [2021-05-22 21:35:28 main:574] : INFO : Epoch 2025 | loss: 0.0311606 | val_loss: 0.031167 | Time: 9769.72 ms [2021-05-22 21:35:38 main:574] : INFO : Epoch 2026 | loss: 0.031163 | val_loss: 0.0311667 | Time: 9789.89 ms [2021-05-22 21:35:48 main:574] : INFO : Epoch 2027 | loss: 0.031159 | val_loss: 0.0311658 | Time: 9585.93 ms [2021-05-22 21:35:57 main:574] : INFO : Epoch 2028 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 9592.16 ms [2021-05-22 21:36:07 main:574] : INFO : Epoch 2029 | loss: 0.0311597 | val_loss: 0.0311673 | Time: 9586.64 ms [2021-05-22 21:36:17 main:574] : INFO : Epoch 2030 | loss: 0.0311603 | val_loss: 0.0311659 | Time: 9739.03 ms [2021-05-22 21:36:27 main:574] : INFO : Epoch 2031 | loss: 0.0311588 | val_loss: 0.031166 | Time: 9721.8 ms [2021-05-22 21:36:36 main:574] : INFO : Epoch 2032 | loss: 0.0311583 | val_loss: 0.0311727 | Time: 9743.49 ms [2021-05-22 21:36:46 main:574] : INFO : Epoch 2033 | loss: 0.0311629 | val_loss: 0.0311721 | Time: 9817.19 ms [2021-05-22 21:36:56 main:574] : INFO : Epoch 2034 | loss: 0.0311632 | val_loss: 0.0311676 | Time: 9541.66 ms [2021-05-22 21:37:05 main:574] : INFO : Epoch 2035 | loss: 0.0311636 | val_loss: 0.0311659 | Time: 9550.34 ms [2021-05-22 21:37:15 main:574] : INFO : Epoch 2036 | loss: 0.0311602 | val_loss: 0.0311751 | Time: 9664.77 ms [2021-05-22 21:37:25 main:574] : INFO : Epoch 2037 | loss: 0.0311611 | val_loss: 0.0311683 | Time: 9812.07 ms [2021-05-22 21:37:35 main:574] : INFO : Epoch 2038 | loss: 0.0311595 | val_loss: 0.0311662 | Time: 9757.3 ms [2021-05-22 21:37:44 main:574] : INFO : Epoch 2039 | loss: 0.0311615 | val_loss: 0.0311824 | Time: 9617.85 ms [2021-05-22 21:37:54 main:574] : INFO : Epoch 2040 | loss: 0.0311695 | val_loss: 0.031169 | Time: 9513.26 ms [2021-05-22 21:38:03 main:574] : INFO : Epoch 2041 | loss: 0.0311667 | val_loss: 0.0311769 | Time: 9517 ms [2021-05-22 21:38:13 main:574] : INFO : Epoch 2042 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 9602.81 ms [2021-05-22 21:38:23 main:574] : INFO : Epoch 2043 | loss: 0.0311588 | val_loss: 0.0311671 | Time: 9721.3 ms [2021-05-22 21:38:33 main:574] : INFO : Epoch 2044 | loss: 0.0311588 | val_loss: 0.0311687 | Time: 9752.08 ms [2021-05-22 21:38:42 main:574] : INFO : Epoch 2045 | loss: 0.0311596 | val_loss: 0.0311707 | Time: 9780.79 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-23 05:06:53 main:435] : INFO : Set logging level to 1 [2021-05-23 05:06:53 main:441] : INFO : Running in BOINC Client mode [2021-05-23 05:06:53 main:444] : INFO : Resolving all filenames [2021-05-23 05:06:53 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-05-23 05:06:53 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1619579099-17893-2_0_r1649282423_1 (exists = 1) [2021-05-23 05:06:53 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1619579099-17893-2_0_r1649282423_0 (exists = 0) [2021-05-23 05:06:53 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1619579099-17893-2 (exists = 1) [2021-05-23 05:06:53 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-23 05:06:53 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-05-23 05:06:53 main:474] : INFO : Configuration: [2021-05-23 05:06:53 main:475] : INFO : Model type: GRU [2021-05-23 05:06:53 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-23 05:06:53 main:477] : INFO : Max Epochs: 2048 [2021-05-23 05:06:53 main:478] : INFO : Batch Size: 128 [2021-05-23 05:06:53 main:479] : INFO : Learning Rate: 0.01 [2021-05-23 05:06:53 main:480] : INFO : Patience: 10 [2021-05-23 05:06:53 main:481] : INFO : Hidden Width: 12 [2021-05-23 05:06:53 main:482] : INFO : # Recurrent Layers: 4 [2021-05-23 05:06:53 main:483] : INFO : # Backend Layers: 4 [2021-05-23 05:06:53 main:484] : INFO : # Threads: 1 [2021-05-23 05:06:53 main:486] : INFO : Preparing Dataset [2021-05-23 05:06:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-05-23 05:06:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-05-23 05:07:04 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-23 05:07:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-05-23 05:07:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-05-23 05:07:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-23 05:07:05 main:494] : INFO : Creating Model [2021-05-23 05:07:05 main:507] : INFO : Preparing config file [2021-05-23 05:07:05 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-23 05:07:05 main:512] : INFO : Loading config [2021-05-23 05:07:05 main:514] : INFO : Loading state [2021-05-23 05:07:12 main:559] : INFO : Loading DataLoader into Memory [2021-05-23 05:07:12 main:562] : INFO : Starting Training [2021-05-23 05:07:26 main:574] : INFO : Epoch 2041 | loss: 0.0322492 | val_loss: 0.0315257 | Time: 14073.3 ms [2021-05-23 05:07:38 main:574] : INFO : Epoch 2042 | loss: 0.0313632 | val_loss: 0.0312934 | Time: 11412.6 ms [2021-05-23 05:07:49 main:574] : INFO : Epoch 2043 | loss: 0.031266 | val_loss: 0.0312562 | Time: 11597.8 ms [2021-05-23 05:08:01 main:574] : INFO : Epoch 2044 | loss: 0.0312506 | val_loss: 0.0312488 | Time: 11175.3 ms [2021-05-23 05:08:12 main:574] : INFO : Epoch 2045 | loss: 0.0312444 | val_loss: 0.031242 | Time: 11432.8 ms [2021-05-23 05:08:23 main:574] : INFO : Epoch 2046 | loss: 0.0312376 | val_loss: 0.0312347 | Time: 11157.5 ms [2021-05-23 05:08:35 main:574] : INFO : Epoch 2047 | loss: 0.0312276 | val_loss: 0.0312218 | Time: 11349.1 ms [2021-05-23 05:08:46 main:574] : INFO : Epoch 2048 | loss: 0.0312129 | val_loss: 0.0312059 | Time: 11017.4 ms [2021-05-23 05:08:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312059 [2021-05-23 05:08:46 main:603] : INFO : Saving end state to config to file [2021-05-23 05:08:46 main:608] : INFO : Success, exiting.. 05:08:46 (15628): 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)