Task 7455093
| Name | ParityModified-1631735357-6701-1_0 |
| Workunit | 5125159 |
| Created | 19 Sep 2021, 10:02:41 UTC |
| Sent | 26 Sep 2021, 12:29:59 UTC |
| Report deadline | 3 Oct 2021, 12:29:59 UTC |
| Received | 26 Sep 2021, 16:47:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 3 hours 0 min 54 sec |
| CPU time | 2 hours 49 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Configuration: [2021-09-26 10:03:49 main:475] : INFO : Model type: GRU [2021-09-26 10:03:49 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-26 10:03:49 main:477] : INFO : Max Epochs: 2048 [2021-09-26 10:03:49 main:478] : INFO : Batch Size: 128 [2021-09-26 10:03:49 main:479] : INFO : Learning Rate: 0.01 [2021-09-26 10:03:49 main:480] : INFO : Patience: 10 [2021-09-26 10:03:49 main:481] : INFO : Hidden Width: 12 [2021-09-26 10:03:49 main:482] : INFO : # Recurrent Layers: 4 [2021-09-26 10:03:49 main:483] : INFO : # Backend Layers: 4 [2021-09-26 10:03:49 main:484] : INFO : # Threads: 1 [2021-09-26 10:03:49 main:486] : INFO : Preparing Dataset [2021-09-26 10:03:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-26 10:03:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-26 10:03:52 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-26 10:03:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-26 10:03:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-26 10:03:52 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-26 10:03:52 main:494] : INFO : Creating Model [2021-09-26 10:03:52 main:507] : INFO : Preparing config file [2021-09-26 10:03:52 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-26 10:03:52 main:512] : INFO : Loading config [2021-09-26 10:03:52 main:514] : INFO : Loading state [2021-09-26 10:03:53 main:559] : INFO : Loading DataLoader into Memory [2021-09-26 10:03:53 main:562] : INFO : Starting Training [2021-09-26 10:03:59 main:574] : INFO : Epoch 1561 | loss: 0.0312269 | val_loss: 0.0311716 | Time: 5934.74 ms [2021-09-26 10:04:04 main:574] : INFO : Epoch 1562 | loss: 0.031169 | val_loss: 0.0311734 | Time: 5244.02 ms [2021-09-26 10:04:09 main:574] : INFO : Epoch 1563 | loss: 0.0311653 | val_loss: 0.0311681 | Time: 5284.36 ms [2021-09-26 10:04:15 main:574] : INFO : Epoch 1564 | loss: 0.0311661 | val_loss: 0.0311673 | Time: 5325.89 ms [2021-09-26 10:04:21 main:574] : INFO : Epoch 1565 | loss: 0.0311636 | val_loss: 0.0311651 | Time: 5715.34 ms [2021-09-26 10:04:26 main:574] : INFO : Epoch 1566 | loss: 0.031162 | val_loss: 0.0311638 | Time: 5425.62 ms [2021-09-26 10:04:31 main:574] : INFO : Epoch 1567 | loss: 0.0311614 | val_loss: 0.0311666 | Time: 5164.04 ms [2021-09-26 10:04:36 main:574] : INFO : Epoch 1568 | loss: 0.0311622 | val_loss: 0.0311648 | Time: 5298.72 ms [2021-09-26 10:04:42 main:574] : INFO : Epoch 1569 | loss: 0.0311624 | val_loss: 0.0311686 | Time: 5109.74 ms [2021-09-26 10:04:47 main:574] : INFO : Epoch 1570 | loss: 0.0311616 | val_loss: 0.0311692 | Time: 5348.76 ms [2021-09-26 10:04:52 main:574] : INFO : Epoch 1571 | loss: 0.03116 | val_loss: 0.0311675 | Time: 5385.31 ms [2021-09-26 10:04:57 main:574] : INFO : Epoch 1572 | loss: 0.0311595 | val_loss: 0.0311731 | Time: 5127.75 ms [2021-09-26 10:05:03 main:574] : INFO : Epoch 1573 | loss: 0.0311594 | val_loss: 0.0311693 | Time: 5270.36 ms [2021-09-26 10:05:08 main:574] : INFO : Epoch 1574 | loss: 0.0311583 | val_loss: 0.0311714 | Time: 5205.05 ms [2021-09-26 10:05:13 main:574] : INFO : Epoch 1575 | loss: 0.03116 | val_loss: 0.0311688 | Time: 5169.56 ms [2021-09-26 10:05:19 main:574] : INFO : Epoch 1576 | loss: 0.03116 | val_loss: 0.031169 | Time: 5590.99 ms [2021-09-26 10:05:24 main:574] : INFO : Epoch 1577 | loss: 0.0311617 | val_loss: 0.0311665 | Time: 5242.92 ms [2021-09-26 10:05:29 main:574] : INFO : Epoch 1578 | loss: 0.0311617 | val_loss: 0.0311745 | Time: 5224.04 ms [2021-09-26 10:05:35 main:574] : INFO : Epoch 1579 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 5429.02 ms [2021-09-26 10:05:40 main:574] : INFO : Epoch 1580 | loss: 0.0311731 | val_loss: 0.0311807 | Time: 5499.08 ms [2021-09-26 10:05:45 main:574] : INFO : Epoch 1581 | loss: 0.0311765 | val_loss: 0.0311767 | Time: 5212.84 ms [2021-09-26 10:05:51 main:574] : INFO : Epoch 1582 | loss: 0.0311708 | val_loss: 0.0311811 | Time: 5303.88 ms [2021-09-26 10:05:56 main:574] : INFO : Epoch 1583 | loss: 0.031189 | val_loss: 0.0312036 | Time: 5271.26 ms [2021-09-26 10:06:01 main:574] : INFO : Epoch 1584 | loss: 0.0311955 | val_loss: 0.0311955 | Time: 5203.66 ms [2021-09-26 10:06:06 main:574] : INFO : Epoch 1585 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 5345.04 ms [2021-09-26 10:06:12 main:574] : INFO : Epoch 1586 | loss: 0.0311782 | val_loss: 0.0311824 | Time: 5651.7 ms [2021-09-26 10:06:17 main:574] : INFO : Epoch 1587 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 5357.5 ms [2021-09-26 10:06:23 main:574] : INFO : Epoch 1588 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 5121.88 ms [2021-09-26 10:06:28 main:574] : INFO : Epoch 1589 | loss: 0.0311729 | val_loss: 0.0311792 | Time: 5282.62 ms [2021-09-26 10:06:33 main:574] : INFO : Epoch 1590 | loss: 0.0311713 | val_loss: 0.0311754 | Time: 5431.18 ms [2021-09-26 10:06:38 main:574] : INFO : Epoch 1591 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 5177 ms [2021-09-26 10:06:44 main:574] : INFO : Epoch 1592 | loss: 0.0311703 | val_loss: 0.0311743 | Time: 5370.19 ms [2021-09-26 10:06:49 main:574] : INFO : Epoch 1593 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 5192.03 ms [2021-09-26 10:06:54 main:574] : INFO : Epoch 1594 | loss: 0.031167 | val_loss: 0.031175 | Time: 5417.93 ms [2021-09-26 10:07:00 main:574] : INFO : Epoch 1595 | loss: 0.0311639 | val_loss: 0.0311772 | Time: 5256.73 ms [2021-09-26 10:07:05 main:574] : INFO : Epoch 1596 | loss: 0.0311655 | val_loss: 0.0311863 | Time: 5150.62 ms [2021-09-26 10:07:10 main:574] : INFO : Epoch 1597 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 5326.11 ms [2021-09-26 10:07:16 main:574] : INFO : Epoch 1598 | loss: 0.0311656 | val_loss: 0.0311788 | Time: 5276.38 ms [2021-09-26 10:07:21 main:574] : INFO : Epoch 1599 | loss: 0.0311615 | val_loss: 0.031176 | Time: 5237.17 ms [2021-09-26 10:07:26 main:574] : INFO : Epoch 1600 | loss: 0.0311616 | val_loss: 0.0311791 | Time: 5315.14 ms [2021-09-26 10:07:31 main:574] : INFO : Epoch 1601 | loss: 0.0311622 | val_loss: 0.031176 | Time: 5190.81 ms [2021-09-26 10:07:36 main:574] : INFO : Epoch 1602 | loss: 0.0311604 | val_loss: 0.0311757 | Time: 5115.85 ms [2021-09-26 10:07:41 main:574] : INFO : Epoch 1603 | loss: 0.0311606 | val_loss: 0.0311744 | Time: 5056.31 ms [2021-09-26 10:07:47 main:574] : INFO : Epoch 1604 | loss: 0.0311622 | val_loss: 0.0311781 | Time: 5359.05 ms [2021-09-26 10:07:52 main:574] : INFO : Epoch 1605 | loss: 0.0311636 | val_loss: 0.031174 | Time: 5030.07 ms [2021-09-26 10:07:57 main:574] : INFO : Epoch 1606 | loss: 0.0311633 | val_loss: 0.0311774 | Time: 5070.83 ms [2021-09-26 10:08:02 main:574] : INFO : Epoch 1607 | loss: 0.0311614 | val_loss: 0.0311745 | Time: 5087.8 ms [2021-09-26 10:08:07 main:574] : INFO : Epoch 1608 | loss: 0.0311608 | val_loss: 0.0311734 | Time: 5231.11 ms [2021-09-26 10:08:12 main:574] : INFO : Epoch 1609 | loss: 0.0311605 | val_loss: 0.0311719 | Time: 5095.92 ms [2021-09-26 10:08:18 main:574] : INFO : Epoch 1610 | loss: 0.03116 | val_loss: 0.0311752 | Time: 5224.54 ms [2021-09-26 10:08:23 main:574] : INFO : Epoch 1611 | loss: 0.0311588 | val_loss: 0.0311751 | Time: 5243.53 ms [2021-09-26 10:08:28 main:574] : INFO : Epoch 1612 | loss: 0.0311615 | val_loss: 0.0311734 | Time: 5242.2 ms [2021-09-26 10:08:33 main:574] : INFO : Epoch 1613 | loss: 0.031162 | val_loss: 0.0311689 | Time: 5347.77 ms [2021-09-26 10:08:39 main:574] : INFO : Epoch 1614 | loss: 0.0311606 | val_loss: 0.0311697 | Time: 5197.57 ms [2021-09-26 10:08:44 main:574] : INFO : Epoch 1615 | loss: 0.0311641 | val_loss: 0.0311752 | Time: 5406.77 ms [2021-09-26 10:08:49 main:574] : INFO : Epoch 1616 | loss: 0.0311637 | val_loss: 0.031172 | Time: 5048.96 ms [2021-09-26 10:08:55 main:574] : INFO : Epoch 1617 | loss: 0.0311612 | val_loss: 0.0311696 | Time: 5557.99 ms [2021-09-26 10:09:00 main:574] : INFO : Epoch 1618 | loss: 0.0311575 | val_loss: 0.0311684 | Time: 5588.73 ms [2021-09-26 10:09:06 main:574] : INFO : Epoch 1619 | loss: 0.0311566 | val_loss: 0.0311674 | Time: 5462.34 ms [2021-09-26 10:09:11 main:574] : INFO : Epoch 1620 | loss: 0.0311585 | val_loss: 0.0311674 | Time: 5360.57 ms [2021-09-26 10:09:16 main:574] : INFO : Epoch 1621 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 5189.59 ms [2021-09-26 10:09:21 main:574] : INFO : Epoch 1622 | loss: 0.0311531 | val_loss: 0.0311693 | Time: 5077.08 ms [2021-09-26 10:09:27 main:574] : INFO : Epoch 1623 | loss: 0.0311595 | val_loss: 0.0311724 | Time: 5309.01 ms [2021-09-26 10:09:32 main:574] : INFO : Epoch 1624 | loss: 0.0311533 | val_loss: 0.0311677 | Time: 5280.33 ms [2021-09-26 10:09:37 main:574] : INFO : Epoch 1625 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 5260.55 ms [2021-09-26 10:09:42 main:574] : INFO : Epoch 1626 | loss: 0.0311531 | val_loss: 0.0311677 | Time: 5217.27 ms [2021-09-26 10:09:48 main:574] : INFO : Epoch 1627 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 5299.77 ms [2021-09-26 10:09:53 main:574] : INFO : Epoch 1628 | loss: 0.0311563 | val_loss: 0.0311687 | Time: 5193.23 ms [2021-09-26 10:09:58 main:574] : INFO : Epoch 1629 | loss: 0.031157 | val_loss: 0.0311648 | Time: 5379.91 ms [2021-09-26 10:10:04 main:574] : INFO : Epoch 1630 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 5263.54 ms [2021-09-26 10:10:09 main:574] : INFO : Epoch 1631 | loss: 0.0311528 | val_loss: 0.0311659 | Time: 5143.1 ms [2021-09-26 10:10:14 main:574] : INFO : Epoch 1632 | loss: 0.0311523 | val_loss: 0.0311687 | Time: 5174.81 ms [2021-09-26 10:10:19 main:574] : INFO : Epoch 1633 | loss: 0.0311543 | val_loss: 0.0311679 | Time: 5210.86 ms [2021-09-26 10:10:24 main:574] : INFO : Epoch 1634 | loss: 0.0311551 | val_loss: 0.0311713 | Time: 5323.29 ms [2021-09-26 10:10:30 main:574] : INFO : Epoch 1635 | loss: 0.0311519 | val_loss: 0.0311659 | Time: 5185.53 ms [2021-09-26 10:10:35 main:574] : INFO : Epoch 1636 | loss: 0.0311497 | val_loss: 0.0311664 | Time: 5309.6 ms [2021-09-26 10:10:40 main:574] : INFO : Epoch 1637 | loss: 0.0311598 | val_loss: 0.0311651 | Time: 5254.98 ms [2021-09-26 10:10:45 main:574] : INFO : Epoch 1638 | loss: 0.0311606 | val_loss: 0.0311635 | Time: 5209.7 ms [2021-09-26 10:10:51 main:574] : INFO : Epoch 1639 | loss: 0.0311569 | val_loss: 0.0311625 | Time: 5340.88 ms [2021-09-26 10:10:56 main:574] : INFO : Epoch 1640 | loss: 0.0311554 | val_loss: 0.0311709 | Time: 5244.46 ms [2021-09-26 10:11:01 main:574] : INFO : Epoch 1641 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 5263.26 ms [2021-09-26 10:11:06 main:574] : INFO : Epoch 1642 | loss: 0.0311703 | val_loss: 0.0311708 | Time: 5154.96 ms [2021-09-26 10:11:12 main:574] : INFO : Epoch 1643 | loss: 0.0311705 | val_loss: 0.0311734 | Time: 5106.17 ms [2021-09-26 10:11:17 main:574] : INFO : Epoch 1644 | loss: 0.031166 | val_loss: 0.0311677 | Time: 5504.44 ms [2021-09-26 10:11:22 main:574] : INFO : Epoch 1645 | loss: 0.0311649 | val_loss: 0.0311686 | Time: 5302.18 ms [2021-09-26 10:11:28 main:574] : INFO : Epoch 1646 | loss: 0.0311656 | val_loss: 0.0311705 | Time: 5125.33 ms [2021-09-26 10:11:33 main:574] : INFO : Epoch 1647 | loss: 0.031164 | val_loss: 0.0311719 | Time: 5284.06 ms [2021-09-26 10:11:38 main:574] : INFO : Epoch 1648 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 5065.34 ms [2021-09-26 10:11:43 main:574] : INFO : Epoch 1649 | loss: 0.0311608 | val_loss: 0.0311696 | Time: 5249.72 ms [2021-09-26 10:11:48 main:574] : INFO : Epoch 1650 | loss: 0.0311601 | val_loss: 0.0311695 | Time: 5100.58 ms [2021-09-26 10:11:53 main:574] : INFO : Epoch 1651 | loss: 0.0311604 | val_loss: 0.031174 | Time: 5023.03 ms [2021-09-26 10:11:59 main:574] : INFO : Epoch 1652 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 5334.77 ms [2021-09-26 10:12:04 main:574] : INFO : Epoch 1653 | loss: 0.0311633 | val_loss: 0.0311689 | Time: 5124.47 ms [2021-09-26 10:12:09 main:574] : INFO : Epoch 1654 | loss: 0.03116 | val_loss: 0.0311684 | Time: 5507.12 ms [2021-09-26 10:12:15 main:574] : INFO : Epoch 1655 | loss: 0.0311581 | val_loss: 0.0311707 | Time: 5291.1 ms [2021-09-26 10:12:20 main:574] : INFO : Epoch 1656 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 5362.38 ms [2021-09-26 10:12:25 main:574] : INFO : Epoch 1657 | loss: 0.0311588 | val_loss: 0.0311662 | Time: 5336.23 ms [2021-09-26 10:12:31 main:574] : INFO : Epoch 1658 | loss: 0.0311582 | val_loss: 0.0311669 | Time: 5378.66 ms [2021-09-26 10:12:36 main:574] : INFO : Epoch 1659 | loss: 0.0311592 | val_loss: 0.0311658 | Time: 5235.15 ms [2021-09-26 10:12:41 main:574] : INFO : Epoch 1660 | loss: 0.0311569 | val_loss: 0.031166 | Time: 5023.71 ms [2021-09-26 10:12:46 main:574] : INFO : Epoch 1661 | loss: 0.0311562 | val_loss: 0.0311647 | Time: 5317.12 ms [2021-09-26 10:12:51 main:574] : INFO : Epoch 1662 | loss: 0.0311563 | val_loss: 0.0311662 | Time: 5170.8 ms [2021-09-26 10:12:56 main:574] : INFO : Epoch 1663 | loss: 0.0311579 | val_loss: 0.0311666 | Time: 5117.09 ms [2021-09-26 10:13:02 main:574] : INFO : Epoch 1664 | loss: 0.031158 | val_loss: 0.0311632 | Time: 5396.25 ms [2021-09-26 10:13:07 main:574] : INFO : Epoch 1665 | loss: 0.0311582 | val_loss: 0.0311673 | Time: 5112.97 ms [2021-09-26 10:13:12 main:574] : INFO : Epoch 1666 | loss: 0.0311562 | val_loss: 0.0311652 | Time: 5213.61 ms [2021-09-26 10:13:17 main:574] : INFO : Epoch 1667 | loss: 0.0311559 | val_loss: 0.0311654 | Time: 5119.37 ms [2021-09-26 10:13:23 main:574] : INFO : Epoch 1668 | loss: 0.0311548 | val_loss: 0.0311645 | Time: 5279.77 ms [2021-09-26 10:13:28 main:574] : INFO : Epoch 1669 | loss: 0.0311583 | val_loss: 0.0311754 | Time: 5439.03 ms [2021-09-26 10:13:33 main:574] : INFO : Epoch 1670 | loss: 0.0311579 | val_loss: 0.0311674 | Time: 5151.72 ms [2021-09-26 10:13:39 main:574] : INFO : Epoch 1671 | loss: 0.0311543 | val_loss: 0.0311655 | Time: 5279.19 ms [2021-09-26 10:13:44 main:574] : INFO : Epoch 1672 | loss: 0.031153 | val_loss: 0.0311647 | Time: 5064.93 ms [2021-09-26 10:13:49 main:574] : INFO : Epoch 1673 | loss: 0.0311519 | val_loss: 0.0311648 | Time: 5440.71 ms [2021-09-26 10:13:55 main:574] : INFO : Epoch 1674 | loss: 0.0311545 | val_loss: 0.0311661 | Time: 5620.25 ms [2021-09-26 10:14:00 main:574] : INFO : Epoch 1675 | loss: 0.0311539 | val_loss: 0.0311683 | Time: 5131.56 ms [2021-09-26 10:14:05 main:574] : INFO : Epoch 1676 | loss: 0.0311531 | val_loss: 0.0311663 | Time: 5445.28 ms [2021-09-26 10:14:11 main:574] : INFO : Epoch 1677 | loss: 0.031152 | val_loss: 0.0311632 | Time: 5310.68 ms [2021-09-26 10:14:16 main:574] : INFO : Epoch 1678 | loss: 0.0311534 | val_loss: 0.0311698 | Time: 5422.41 ms [2021-09-26 10:14:21 main:574] : INFO : Epoch 1679 | loss: 0.0311522 | val_loss: 0.031164 | Time: 5454.22 ms [2021-09-26 10:14:27 main:574] : INFO : Epoch 1680 | loss: 0.0311528 | val_loss: 0.0311666 | Time: 5174.1 ms [2021-09-26 10:14:32 main:574] : INFO : Epoch 1681 | loss: 0.0311527 | val_loss: 0.0311662 | Time: 5020.94 ms [2021-09-26 10:14:37 main:574] : INFO : Epoch 1682 | loss: 0.0311524 | val_loss: 0.0311673 | Time: 5377.33 ms [2021-09-26 10:14:42 main:574] : INFO : Epoch 1683 | loss: 0.0311539 | val_loss: 0.0311675 | Time: 5103.87 ms [2021-09-26 10:14:47 main:574] : INFO : Epoch 1684 | loss: 0.0311553 | val_loss: 0.031172 | Time: 5255.12 ms [2021-09-26 10:14:52 main:574] : INFO : Epoch 1685 | loss: 0.0311553 | val_loss: 0.0311639 | Time: 5067.39 ms [2021-09-26 10:14:57 main:574] : INFO : Epoch 1686 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 5007.4 ms [2021-09-26 10:15:03 main:574] : INFO : Epoch 1687 | loss: 0.0311516 | val_loss: 0.0311636 | Time: 5066.98 ms [2021-09-26 10:15:08 main:574] : INFO : Epoch 1688 | loss: 0.0311507 | val_loss: 0.0311661 | Time: 5296.77 ms [2021-09-26 10:15:13 main:574] : INFO : Epoch 1689 | loss: 0.0311533 | val_loss: 0.0311618 | Time: 5243.35 ms [2021-09-26 10:15:18 main:574] : INFO : Epoch 1690 | loss: 0.0311514 | val_loss: 0.0311627 | Time: 5244.75 ms [2021-09-26 10:15:24 main:574] : INFO : Epoch 1691 | loss: 0.0311613 | val_loss: 0.0311806 | Time: 5174.27 ms [2021-09-26 10:15:29 main:574] : INFO : Epoch 1692 | loss: 0.0311775 | val_loss: 0.0311779 | Time: 5232.64 ms [2021-09-26 10:15:34 main:574] : INFO : Epoch 1693 | loss: 0.0311747 | val_loss: 0.0311842 | Time: 5671.86 ms [2021-09-26 10:15:40 main:574] : INFO : Epoch 1694 | loss: 0.0311749 | val_loss: 0.0311745 | Time: 5370.26 ms [2021-09-26 10:15:45 main:574] : INFO : Epoch 1695 | loss: 0.03117 | val_loss: 0.0311762 | Time: 5483.59 ms [2021-09-26 10:15:51 main:574] : INFO : Epoch 1696 | loss: 0.0311685 | val_loss: 0.031179 | Time: 5414.04 ms [2021-09-26 10:15:56 main:574] : INFO : Epoch 1697 | loss: 0.0311675 | val_loss: 0.0311736 | Time: 5146.9 ms [2021-09-26 10:16:01 main:574] : INFO : Epoch 1698 | loss: 0.0311655 | val_loss: 0.0311735 | Time: 5352.43 ms [2021-09-26 10:16:06 main:574] : INFO : Epoch 1699 | loss: 0.0311655 | val_loss: 0.0311718 | Time: 5102.31 ms [2021-09-26 10:16:11 main:574] : INFO : Epoch 1700 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 5093.76 ms [2021-09-26 10:16:17 main:574] : INFO : Epoch 1701 | loss: 0.0311668 | val_loss: 0.0311719 | Time: 5300.54 ms [2021-09-26 10:16:22 main:574] : INFO : Epoch 1702 | loss: 0.0311654 | val_loss: 0.0311745 | Time: 4991.89 ms [2021-09-26 10:16:27 main:574] : INFO : Epoch 1703 | loss: 0.0311642 | val_loss: 0.0311747 | Time: 5178.25 ms [2021-09-26 10:16:32 main:574] : INFO : Epoch 1704 | loss: 0.0311662 | val_loss: 0.0311691 | Time: 5019.06 ms [2021-09-26 10:16:37 main:574] : INFO : Epoch 1705 | loss: 0.0311643 | val_loss: 0.0311691 | Time: 5404.98 ms [2021-09-26 10:16:43 main:574] : INFO : Epoch 1706 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 5224.88 ms [2021-09-26 10:16:48 main:574] : INFO : Epoch 1707 | loss: 0.0311636 | val_loss: 0.0311704 | Time: 5348.22 ms [2021-09-26 10:16:53 main:574] : INFO : Epoch 1708 | loss: 0.0311633 | val_loss: 0.0311706 | Time: 5286.64 ms [2021-09-26 10:16:58 main:574] : INFO : Epoch 1709 | loss: 0.0311621 | val_loss: 0.0311707 | Time: 5018.57 ms [2021-09-26 10:17:04 main:574] : INFO : Epoch 1710 | loss: 0.0311621 | val_loss: 0.0311767 | Time: 5547.68 ms [2021-09-26 10:17:09 main:574] : INFO : Epoch 1711 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 5184.13 ms [2021-09-26 10:17:14 main:574] : INFO : Epoch 1712 | loss: 0.031163 | val_loss: 0.0311698 | Time: 5186.96 ms [2021-09-26 10:17:19 main:574] : INFO : Epoch 1713 | loss: 0.0311612 | val_loss: 0.0311744 | Time: 5211.8 ms [2021-09-26 10:17:25 main:574] : INFO : Epoch 1714 | loss: 0.0311619 | val_loss: 0.03117 | Time: 5246.86 ms [2021-09-26 10:17:30 main:574] : INFO : Epoch 1715 | loss: 0.0311602 | val_loss: 0.0311682 | Time: 5205.04 ms [2021-09-26 10:17:36 main:574] : INFO : Epoch 1716 | loss: 0.0311632 | val_loss: 0.0311761 | Time: 5737.26 ms [2021-09-26 10:17:41 main:574] : INFO : Epoch 1717 | loss: 0.0311638 | val_loss: 0.0311706 | Time: 5272.81 ms [2021-09-26 10:17:46 main:574] : INFO : Epoch 1718 | loss: 0.0311633 | val_loss: 0.0311673 | Time: 5306.17 ms [2021-09-26 10:17:51 main:574] : INFO : Epoch 1719 | loss: 0.0311637 | val_loss: 0.0311754 | Time: 5117.81 ms [2021-09-26 10:17:56 main:574] : INFO : Epoch 1720 | loss: 0.031171 | val_loss: 0.0311756 | Time: 5114.41 ms [2021-09-26 10:18:02 main:574] : INFO : Epoch 1721 | loss: 0.0311699 | val_loss: 0.0311711 | Time: 5165.64 ms [2021-09-26 10:18:07 main:574] : INFO : Epoch 1722 | loss: 0.031169 | val_loss: 0.0311708 | Time: 5196.27 ms [2021-09-26 10:18:12 main:574] : INFO : Epoch 1723 | loss: 0.0311641 | val_loss: 0.0311679 | Time: 5315.97 ms [2021-09-26 10:18:17 main:574] : INFO : Epoch 1724 | loss: 0.0311622 | val_loss: 0.0311731 | Time: 5080.31 ms [2021-09-26 10:18:23 main:574] : INFO : Epoch 1725 | loss: 0.0311635 | val_loss: 0.0311703 | Time: 5497.54 ms [2021-09-26 10:18:28 main:574] : INFO : Epoch 1726 | loss: 0.031162 | val_loss: 0.0311703 | Time: 5287.1 ms [2021-09-26 10:18:33 main:574] : INFO : Epoch 1727 | loss: 0.0311624 | val_loss: 0.0311684 | Time: 5340.09 ms [2021-09-26 10:18:39 main:574] : INFO : Epoch 1728 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 5364.88 ms [2021-09-26 10:18:44 main:574] : INFO : Epoch 1729 | loss: 0.0311625 | val_loss: 0.0311751 | Time: 5000.63 ms [2021-09-26 10:18:49 main:574] : INFO : Epoch 1730 | loss: 0.0311635 | val_loss: 0.0311742 | Time: 5559.99 ms [2021-09-26 10:18:55 main:574] : INFO : Epoch 1731 | loss: 0.0311664 | val_loss: 0.0311697 | Time: 5320.41 ms [2021-09-26 10:19:00 main:574] : INFO : Epoch 1732 | loss: 0.0311669 | val_loss: 0.03118 | Time: 5298.68 ms [2021-09-26 10:19:05 main:574] : INFO : Epoch 1733 | loss: 0.031168 | val_loss: 0.0311739 | Time: 5486.18 ms [2021-09-26 10:19:11 main:574] : INFO : Epoch 1734 | loss: 0.031163 | val_loss: 0.0311694 | Time: 5404.42 ms [2021-09-26 10:19:16 main:574] : INFO : Epoch 1735 | loss: 0.0311616 | val_loss: 0.0311692 | Time: 5326.82 ms [2021-09-26 10:19:21 main:574] : INFO : Epoch 1736 | loss: 0.0311619 | val_loss: 0.0311689 | Time: 5264.26 ms [2021-09-26 10:19:27 main:574] : INFO : Epoch 1737 | loss: 0.0311611 | val_loss: 0.0311713 | Time: 5472.31 ms [2021-09-26 10:19:32 main:574] : INFO : Epoch 1738 | loss: 0.0311596 | val_loss: 0.031167 | Time: 5338.7 ms [2021-09-26 10:19:37 main:574] : INFO : Epoch 1739 | loss: 0.03116 | val_loss: 0.0311675 | Time: 5110.13 ms [2021-09-26 10:19:43 main:574] : INFO : Epoch 1740 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 5165.95 ms [2021-09-26 10:19:48 main:574] : INFO : Epoch 1741 | loss: 0.0311589 | val_loss: 0.0311666 | Time: 5132.73 ms [2021-09-26 10:19:53 main:574] : INFO : Epoch 1742 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 5460.38 ms [2021-09-26 10:19:58 main:574] : INFO : Epoch 1743 | loss: 0.031157 | val_loss: 0.0311694 | Time: 5115.48 ms [2021-09-26 10:20:03 main:574] : INFO : Epoch 1744 | loss: 0.0311573 | val_loss: 0.0311683 | Time: 5119.5 ms [2021-09-26 10:20:09 main:574] : INFO : Epoch 1745 | loss: 0.0311564 | val_loss: 0.0311694 | Time: 5327.4 ms [2021-09-26 10:20:14 main:574] : INFO : Epoch 1746 | loss: 0.0311564 | val_loss: 0.0311701 | Time: 5487.64 ms [2021-09-26 10:20:20 main:574] : INFO : Epoch 1747 | loss: 0.0311563 | val_loss: 0.0311681 | Time: 5338.16 ms [2021-09-26 10:20:25 main:574] : INFO : Epoch 1748 | loss: 0.031158 | val_loss: 0.0311677 | Time: 5438.89 ms [2021-09-26 10:20:30 main:574] : INFO : Epoch 1749 | loss: 0.0311668 | val_loss: 0.0311733 | Time: 5200.15 ms [2021-09-26 10:20:36 main:574] : INFO : Epoch 1750 | loss: 0.0311668 | val_loss: 0.0311703 | Time: 5566.29 ms [2021-09-26 10:20:41 main:574] : INFO : Epoch 1751 | loss: 0.0311648 | val_loss: 0.03117 | Time: 5464.8 ms [2021-09-26 10:20:46 main:574] : INFO : Epoch 1752 | loss: 0.0311637 | val_loss: 0.0311694 | Time: 5227.13 ms [2021-09-26 10:20:52 main:574] : INFO : Epoch 1753 | loss: 0.0311632 | val_loss: 0.0311716 | Time: 5414.08 ms [2021-09-26 10:20:57 main:574] : INFO : Epoch 1754 | loss: 0.0311622 | val_loss: 0.0311683 | Time: 5360.33 ms [2021-09-26 10:21:03 main:574] : INFO : Epoch 1755 | loss: 0.031163 | val_loss: 0.0311704 | Time: 5401.18 ms [2021-09-26 10:21:08 main:574] : INFO : Epoch 1756 | loss: 0.0311643 | val_loss: 0.0311704 | Time: 5189.49 ms [2021-09-26 10:21:13 main:574] : INFO : Epoch 1757 | loss: 0.0311621 | val_loss: 0.0311669 | Time: 5268.87 ms [2021-09-26 10:21:18 main:574] : INFO : Epoch 1758 | loss: 0.0311617 | val_loss: 0.0311714 | Time: 5197.19 ms [2021-09-26 10:21:24 main:574] : INFO : Epoch 1759 | loss: 0.0311629 | val_loss: 0.0311699 | Time: 5358.48 ms [2021-09-26 10:21:29 main:574] : INFO : Epoch 1760 | loss: 0.0311635 | val_loss: 0.0311702 | Time: 5407.43 ms [2021-09-26 10:21:34 main:574] : INFO : Epoch 1761 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 5231.73 ms [2021-09-26 10:21:39 main:574] : INFO : Epoch 1762 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 5150.5 ms [2021-09-26 10:21:45 main:574] : INFO : Epoch 1763 | loss: 0.0311628 | val_loss: 0.0311748 | Time: 5471.72 ms [2021-09-26 10:21:50 main:574] : INFO : Epoch 1764 | loss: 0.0311624 | val_loss: 0.0311751 | Time: 4929.24 ms [2021-09-26 10:21:55 main:574] : INFO : Epoch 1765 | loss: 0.0311644 | val_loss: 0.0311724 | Time: 5281.52 ms [2021-09-26 10:22:00 main:574] : INFO : Epoch 1766 | loss: 0.0311644 | val_loss: 0.0311714 | Time: 5117.2 ms [2021-09-26 10:22:06 main:574] : INFO : Epoch 1767 | loss: 0.0311624 | val_loss: 0.0311709 | Time: 5457.6 ms [2021-09-26 10:22:11 main:574] : INFO : Epoch 1768 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 5196.3 ms [2021-09-26 10:22:16 main:574] : INFO : Epoch 1769 | loss: 0.0311675 | val_loss: 0.0311704 | Time: 5180.96 ms [2021-09-26 10:22:22 main:574] : INFO : Epoch 1770 | loss: 0.031167 | val_loss: 0.0311781 | Time: 5400.42 ms [2021-09-26 10:22:27 main:574] : INFO : Epoch 1771 | loss: 0.031166 | val_loss: 0.0311702 | Time: 5051.36 ms [2021-09-26 10:22:32 main:574] : INFO : Epoch 1772 | loss: 0.0311635 | val_loss: 0.0311695 | Time: 5342.57 ms [2021-09-26 10:22:37 main:574] : INFO : Epoch 1773 | loss: 0.031163 | val_loss: 0.0311708 | Time: 5443.3 ms [2021-09-26 10:22:43 main:574] : INFO : Epoch 1774 | loss: 0.0311635 | val_loss: 0.0311724 | Time: 5241.34 ms [2021-09-26 10:22:48 main:574] : INFO : Epoch 1775 | loss: 0.0311616 | val_loss: 0.0311724 | Time: 5233.18 ms [2021-09-26 10:22:53 main:574] : INFO : Epoch 1776 | loss: 0.031161 | val_loss: 0.0311699 | Time: 5497.1 ms [2021-09-26 10:22:59 main:574] : INFO : Epoch 1777 | loss: 0.0311602 | val_loss: 0.0311693 | Time: 5202.92 ms [2021-09-26 10:23:04 main:574] : INFO : Epoch 1778 | loss: 0.0311609 | val_loss: 0.0311718 | Time: 5101.8 ms [2021-09-26 10:23:09 main:574] : INFO : Epoch 1779 | loss: 0.0311607 | val_loss: 0.0311683 | Time: 5605.42 ms [2021-09-26 10:23:14 main:574] : INFO : Epoch 1780 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 5161.99 ms [2021-09-26 10:23:20 main:574] : INFO : Epoch 1781 | loss: 0.031159 | val_loss: 0.0311705 | Time: 5150.2 ms [2021-09-26 10:23:25 main:574] : INFO : Epoch 1782 | loss: 0.031161 | val_loss: 0.0311706 | Time: 5483.24 ms [2021-09-26 10:23:30 main:574] : INFO : Epoch 1783 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 5169.15 ms [2021-09-26 10:23:36 main:574] : INFO : Epoch 1784 | loss: 0.0311585 | val_loss: 0.0311683 | Time: 5423.89 ms [2021-09-26 10:23:41 main:574] : INFO : Epoch 1785 | loss: 0.0311582 | val_loss: 0.0311682 | Time: 5144.69 ms [2021-09-26 10:23:46 main:574] : INFO : Epoch 1786 | loss: 0.0311569 | val_loss: 0.0311696 | Time: 5225.53 ms [2021-09-26 10:23:51 main:574] : INFO : Epoch 1787 | loss: 0.0311574 | val_loss: 0.0311695 | Time: 5289.38 ms [2021-09-26 10:23:57 main:574] : INFO : Epoch 1788 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 5259.67 ms [2021-09-26 10:24:02 main:574] : INFO : Epoch 1789 | loss: 0.0311568 | val_loss: 0.031171 | Time: 5333.79 ms [2021-09-26 10:24:07 main:574] : INFO : Epoch 1790 | loss: 0.0311566 | val_loss: 0.0311744 | Time: 5304.58 ms [2021-09-26 10:24:13 main:574] : INFO : Epoch 1791 | loss: 0.0311612 | val_loss: 0.0311698 | Time: 5225.99 ms [2021-09-26 10:24:18 main:574] : INFO : Epoch 1792 | loss: 0.0311569 | val_loss: 0.03117 | Time: 5216 ms [2021-09-26 10:24:23 main:574] : INFO : Epoch 1793 | loss: 0.031159 | val_loss: 0.0311722 | Time: 5325.99 ms [2021-09-26 10:24:28 main:574] : INFO : Epoch 1794 | loss: 0.0311563 | val_loss: 0.0311705 | Time: 5359.08 ms [2021-09-26 10:24:34 main:574] : INFO : Epoch 1795 | loss: 0.031157 | val_loss: 0.031168 | Time: 5527.32 ms [2021-09-26 10:24:39 main:574] : INFO : Epoch 1796 | loss: 0.0311562 | val_loss: 0.0311726 | Time: 5122.76 ms [2021-09-26 10:24:44 main:574] : INFO : Epoch 1797 | loss: 0.0311558 | val_loss: 0.0311693 | Time: 5225.89 ms [2021-09-26 10:24:50 main:574] : INFO : Epoch 1798 | loss: 0.0311595 | val_loss: 0.0311775 | Time: 5432.23 ms [2021-09-26 10:24:55 main:574] : INFO : Epoch 1799 | loss: 0.0311583 | val_loss: 0.03117 | Time: 5382.27 ms [2021-09-26 10:25:01 main:574] : INFO : Epoch 1800 | loss: 0.0311575 | val_loss: 0.0311718 | Time: 5660.2 ms [2021-09-26 10:25:06 main:574] : INFO : Epoch 1801 | loss: 0.0311569 | val_loss: 0.0311701 | Time: 5067.8 ms [2021-09-26 10:25:11 main:574] : INFO : Epoch 1802 | loss: 0.0311562 | val_loss: 0.0311685 | Time: 5231.38 ms [2021-09-26 10:25:16 main:574] : INFO : Epoch 1803 | loss: 0.0311541 | val_loss: 0.0311675 | Time: 5348.31 ms [2021-09-26 10:25:22 main:574] : INFO : Epoch 1804 | loss: 0.0311545 | val_loss: 0.0311714 | Time: 5652.6 ms [2021-09-26 10:25:27 main:574] : INFO : Epoch 1805 | loss: 0.031155 | val_loss: 0.0311664 | Time: 5195.99 ms [2021-09-26 10:25:33 main:574] : INFO : Epoch 1806 | loss: 0.0311546 | val_loss: 0.0311673 | Time: 5238.92 ms [2021-09-26 10:25:38 main:574] : INFO : Epoch 1807 | loss: 0.031154 | val_loss: 0.0311688 | Time: 5254.15 ms [2021-09-26 10:25:43 main:574] : INFO : Epoch 1808 | loss: 0.031154 | val_loss: 0.0311666 | Time: 5222.31 ms [2021-09-26 10:25:49 main:574] : INFO : Epoch 1809 | loss: 0.0311566 | val_loss: 0.0311757 | Time: 5518.49 ms [2021-09-26 10:25:54 main:574] : INFO : Epoch 1810 | loss: 0.0311549 | val_loss: 0.031167 | Time: 5363.28 ms [2021-09-26 10:25:59 main:574] : INFO : Epoch 1811 | loss: 0.0311526 | val_loss: 0.0311695 | Time: 5314.75 ms [2021-09-26 10:26:04 main:574] : INFO : Epoch 1812 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 5177.12 ms [2021-09-26 10:26:10 main:574] : INFO : Epoch 1813 | loss: 0.0311534 | val_loss: 0.0311689 | Time: 5266.94 ms [2021-09-26 10:26:15 main:574] : INFO : Epoch 1814 | loss: 0.031153 | val_loss: 0.0311714 | Time: 5460.22 ms [2021-09-26 10:26:21 main:574] : INFO : Epoch 1815 | loss: 0.0311556 | val_loss: 0.0311669 | Time: 5414.91 ms [2021-09-26 10:26:26 main:574] : INFO : Epoch 1816 | loss: 0.0311561 | val_loss: 0.0311664 | Time: 5242.38 ms [2021-09-26 10:26:31 main:574] : INFO : Epoch 1817 | loss: 0.0311526 | val_loss: 0.0311641 | Time: 5203.38 ms [2021-09-26 10:26:36 main:574] : INFO : Epoch 1818 | loss: 0.0311523 | val_loss: 0.0311688 | Time: 5347.11 ms [2021-09-26 10:26:42 main:574] : INFO : Epoch 1819 | loss: 0.0311528 | val_loss: 0.0311638 | Time: 5361.48 ms [2021-09-26 10:26:47 main:574] : INFO : Epoch 1820 | loss: 0.0311521 | val_loss: 0.0311643 | Time: 5435.4 ms [2021-09-26 10:26:52 main:574] : INFO : Epoch 1821 | loss: 0.0311515 | val_loss: 0.0311696 | Time: 5247.25 ms [2021-09-26 10:26:58 main:574] : INFO : Epoch 1822 | loss: 0.0311527 | val_loss: 0.0311658 | Time: 5312.7 ms [2021-09-26 10:27:03 main:574] : INFO : Epoch 1823 | loss: 0.0311493 | val_loss: 0.0311685 | Time: 5544.35 ms [2021-09-26 10:27:09 main:574] : INFO : Epoch 1824 | loss: 0.0311497 | val_loss: 0.0311681 | Time: 5369.81 ms [2021-09-26 10:27:14 main:574] : INFO : Epoch 1825 | loss: 0.0311534 | val_loss: 0.0311703 | Time: 5203.96 ms [2021-09-26 10:27:19 main:574] : INFO : Epoch 1826 | loss: 0.0311508 | val_loss: 0.031164 | Time: 5040.76 ms [2021-09-26 10:27:24 main:574] : INFO : Epoch 1827 | loss: 0.031153 | val_loss: 0.0311672 | Time: 5190.46 ms [2021-09-26 10:27:29 main:574] : INFO : Epoch 1828 | loss: 0.0311659 | val_loss: 0.0311879 | Time: 5294.87 ms [2021-09-26 10:27:35 main:574] : INFO : Epoch 1829 | loss: 0.0312058 | val_loss: 0.0316079 | Time: 5459.27 ms [2021-09-26 10:27:40 main:574] : INFO : Epoch 1830 | loss: 0.0331716 | val_loss: 0.0316178 | Time: 5214.6 ms [2021-09-26 10:27:45 main:574] : INFO : Epoch 1831 | loss: 0.0323989 | val_loss: 0.0314957 | Time: 5111.95 ms [2021-09-26 10:27:51 main:574] : INFO : Epoch 1832 | loss: 0.0313326 | val_loss: 0.0312415 | Time: 5392.06 ms [2021-09-26 10:27:56 main:574] : INFO : Epoch 1833 | loss: 0.0311983 | val_loss: 0.0311815 | Time: 5398.88 ms [2021-09-26 10:28:02 main:574] : INFO : Epoch 1834 | loss: 0.0311721 | val_loss: 0.0311698 | Time: 5453.56 ms [2021-09-26 10:28:07 main:574] : INFO : Epoch 1835 | loss: 0.0311615 | val_loss: 0.0311679 | Time: 5044.09 ms [2021-09-26 10:28:12 main:574] : INFO : Epoch 1836 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 5290.16 ms [2021-09-26 10:28:17 main:574] : INFO : Epoch 1837 | loss: 0.0311568 | val_loss: 0.0311676 | Time: 5404.05 ms [2021-09-26 10:28:23 main:574] : INFO : Epoch 1838 | loss: 0.031155 | val_loss: 0.0311658 | Time: 5243.46 ms [2021-09-26 10:28:28 main:574] : INFO : Epoch 1839 | loss: 0.0311538 | val_loss: 0.0311651 | Time: 5354.27 ms [2021-09-26 10:28:33 main:574] : INFO : Epoch 1840 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 5516.8 ms [2021-09-26 10:28:39 main:574] : INFO : Epoch 1841 | loss: 0.0311527 | val_loss: 0.0311638 | Time: 5447.42 ms [2021-09-26 10:28:44 main:574] : INFO : Epoch 1842 | loss: 0.0311524 | val_loss: 0.0311643 | Time: 5434.46 ms [2021-09-26 10:28:50 main:574] : INFO : Epoch 1843 | loss: 0.0311514 | val_loss: 0.0311643 | Time: 5347.35 ms [2021-09-26 10:28:55 main:574] : INFO : Epoch 1844 | loss: 0.031151 | val_loss: 0.0311642 | Time: 5533.51 ms [2021-09-26 10:29:00 main:574] : INFO : Epoch 1845 | loss: 0.0311519 | val_loss: 0.0311649 | Time: 5129.91 ms [2021-09-26 10:29:06 main:574] : INFO : Epoch 1846 | loss: 0.0311501 | val_loss: 0.0311661 | Time: 5297.83 ms [2021-09-26 10:29:11 main:574] : INFO : Epoch 1847 | loss: 0.0311511 | val_loss: 0.0311653 | Time: 5382.15 ms [2021-09-26 10:29:16 main:574] : INFO : Epoch 1848 | loss: 0.0311498 | val_loss: 0.031167 | Time: 5303.55 ms [2021-09-26 10:29:22 main:574] : INFO : Epoch 1849 | loss: 0.0311496 | val_loss: 0.031167 | Time: 5537.15 ms [2021-09-26 10:29:27 main:574] : INFO : Epoch 1850 | loss: 0.0311491 | val_loss: 0.0311665 | Time: 5278.53 ms [2021-09-26 10:29:33 main:574] : INFO : Epoch 1851 | loss: 0.0311491 | val_loss: 0.0311674 | Time: 5561.3 ms [2021-09-26 10:29:38 main:574] : INFO : Epoch 1852 | loss: 0.0311492 | val_loss: 0.0311654 | Time: 5258.61 ms [2021-09-26 10:29:44 main:574] : INFO : Epoch 1853 | loss: 0.031149 | val_loss: 0.0311655 | Time: 5556.05 ms [2021-09-26 10:29:49 main:574] : INFO : Epoch 1854 | loss: 0.0311499 | val_loss: 0.0311648 | Time: 5442.44 ms [2021-09-26 10:29:54 main:574] : INFO : Epoch 1855 | loss: 0.031148 | val_loss: 0.0311648 | Time: 5266.66 ms [2021-09-26 10:30:00 main:574] : INFO : Epoch 1856 | loss: 0.0311482 | val_loss: 0.031165 | Time: 5501.79 ms [2021-09-26 10:30:05 main:574] : INFO : Epoch 1857 | loss: 0.031149 | val_loss: 0.0311657 | Time: 5303.37 ms [2021-09-26 10:30:10 main:574] : INFO : Epoch 1858 | loss: 0.0311485 | val_loss: 0.0311666 | Time: 5279.53 ms [2021-09-26 10:30:16 main:574] : INFO : Epoch 1859 | loss: 0.0311485 | val_loss: 0.0311645 | Time: 5325.71 ms [2021-09-26 10:30:21 main:574] : INFO : Epoch 1860 | loss: 0.0311486 | val_loss: 0.03117 | Time: 5197.81 ms [2021-09-26 10:30:26 main:574] : INFO : Epoch 1861 | loss: 0.0311502 | val_loss: 0.0311689 | Time: 5566.4 ms [2021-09-26 10:30:32 main:574] : INFO : Epoch 1862 | loss: 0.031148 | val_loss: 0.0311651 | Time: 5483.44 ms [2021-09-26 10:30:37 main:574] : INFO : Epoch 1863 | loss: 0.0311483 | val_loss: 0.0311663 | Time: 5224.57 ms [2021-09-26 10:30:42 main:574] : INFO : Epoch 1864 | loss: 0.0311475 | val_loss: 0.0311665 | Time: 5038.97 ms [2021-09-26 10:30:47 main:574] : INFO : Epoch 1865 | loss: 0.0311467 | val_loss: 0.0311651 | Time: 5232.51 ms [2021-09-26 10:30:53 main:574] : INFO : Epoch 1866 | loss: 0.0311477 | val_loss: 0.0311652 | Time: 5408.48 ms [2021-09-26 10:30:58 main:574] : INFO : Epoch 1867 | loss: 0.0311476 | val_loss: 0.0311695 | Time: 5207.56 ms [2021-09-26 10:31:03 main:574] : INFO : Epoch 1868 | loss: 0.0311457 | val_loss: 0.031166 | Time: 5283.04 ms [2021-09-26 10:31:09 main:574] : INFO : Epoch 1869 | loss: 0.0311451 | val_loss: 0.0311652 | Time: 5359.77 ms [2021-09-26 10:31:14 main:574] : INFO : Epoch 1870 | loss: 0.0311448 | val_loss: 0.0311667 | Time: 5382.87 ms [2021-09-26 10:31:19 main:574] : INFO : Epoch 1871 | loss: 0.0311453 | val_loss: 0.0311658 | Time: 5312.88 ms [2021-09-26 10:31:25 main:574] : INFO : Epoch 1872 | loss: 0.031146 | val_loss: 0.0311663 | Time: 5301.75 ms [2021-09-26 10:31:30 main:574] : INFO : Epoch 1873 | loss: 0.0311487 | val_loss: 0.0311654 | Time: 5227.28 ms [2021-09-26 10:31:35 main:574] : INFO : Epoch 1874 | loss: 0.0311505 | val_loss: 0.0311654 | Time: 5164.7 ms [2021-09-26 10:31:41 main:574] : INFO : Epoch 1875 | loss: 0.0311482 | val_loss: 0.0311639 | Time: 5449.25 ms [2021-09-26 10:31:46 main:574] : INFO : Epoch 1876 | loss: 0.0311483 | val_loss: 0.031168 | Time: 5224.99 ms [2021-09-26 10:31:51 main:574] : INFO : Epoch 1877 | loss: 0.0311471 | val_loss: 0.0311655 | Time: 5461.29 ms [2021-09-26 10:31:57 main:574] : INFO : Epoch 1878 | loss: 0.0311452 | val_loss: 0.0311664 | Time: 5300.8 ms [2021-09-26 10:32:02 main:574] : INFO : Epoch 1879 | loss: 0.0311441 | val_loss: 0.0311642 | Time: 5437.47 ms [2021-09-26 10:32:07 main:574] : INFO : Epoch 1880 | loss: 0.0311439 | val_loss: 0.0311669 | Time: 5120.06 ms [2021-09-26 10:32:12 main:574] : INFO : Epoch 1881 | loss: 0.0311435 | val_loss: 0.0311645 | Time: 5304.82 ms [2021-09-26 10:32:18 main:574] : INFO : Epoch 1882 | loss: 0.031143 | val_loss: 0.0311662 | Time: 5112.35 ms [2021-09-26 10:32:23 main:574] : INFO : Epoch 1883 | loss: 0.0311431 | val_loss: 0.0311676 | Time: 5327.94 ms [2021-09-26 10:32:28 main:574] : INFO : Epoch 1884 | loss: 0.0311443 | val_loss: 0.0311667 | Time: 5162.61 ms [2021-09-26 10:32:33 main:574] : INFO : Epoch 1885 | loss: 0.0311469 | val_loss: 0.0311652 | Time: 5293.9 ms [2021-09-26 10:32:39 main:574] : INFO : Epoch 1886 | loss: 0.031146 | val_loss: 0.0311647 | Time: 5179.26 ms [2021-09-26 10:32:44 main:574] : INFO : Epoch 1887 | loss: 0.031147 | val_loss: 0.0311644 | Time: 5128.03 ms [2021-09-26 10:32:49 main:574] : INFO : Epoch 1888 | loss: 0.0311475 | val_loss: 0.0311644 | Time: 5295.13 ms [2021-09-26 10:32:54 main:574] : INFO : Epoch 1889 | loss: 0.0311456 | val_loss: 0.0311647 | Time: 5263.67 ms [2021-09-26 10:33:00 main:574] : INFO : Epoch 1890 | loss: 0.0311445 | val_loss: 0.031167 | Time: 5446.48 ms [2021-09-26 10:33:05 main:574] : INFO : Epoch 1891 | loss: 0.0311449 | val_loss: 0.031166 | Time: 5196 ms [2021-09-26 10:33:11 main:574] : INFO : Epoch 1892 | loss: 0.031145 | val_loss: 0.0311646 | Time: 5800.07 ms [2021-09-26 10:33:16 main:574] : INFO : Epoch 1893 | loss: 0.0311441 | val_loss: 0.0311669 | Time: 5217.77 ms [2021-09-26 10:33:21 main:574] : INFO : Epoch 1894 | loss: 0.0311436 | val_loss: 0.0311651 | Time: 5243.46 ms [2021-09-26 10:33:26 main:574] : INFO : Epoch 1895 | loss: 0.0311441 | val_loss: 0.0311663 | Time: 5286.03 ms [2021-09-26 10:33:32 main:574] : INFO : Epoch 1896 | loss: 0.0311462 | val_loss: 0.031167 | Time: 5394.47 ms [2021-09-26 10:33:37 main:574] : INFO : Epoch 1897 | loss: 0.0311476 | val_loss: 0.0311706 | Time: 5165.82 ms [2021-09-26 10:33:42 main:574] : INFO : Epoch 1898 | loss: 0.0311471 | val_loss: 0.0311724 | Time: 5285.91 ms [2021-09-26 10:33:48 main:574] : INFO : Epoch 1899 | loss: 0.0311453 | val_loss: 0.0311686 | Time: 5628.07 ms [2021-09-26 10:33:53 main:574] : INFO : Epoch 1900 | loss: 0.0311461 | val_loss: 0.0311688 | Time: 5298.07 ms [2021-09-26 10:33:58 main:574] : INFO : Epoch 1901 | loss: 0.0311436 | val_loss: 0.0311669 | Time: 5076.85 ms [2021-09-26 10:34:04 main:574] : INFO : Epoch 1902 | loss: 0.0311476 | val_loss: 0.0311673 | Time: 5283.01 ms [2021-09-26 10:34:09 main:574] : INFO : Epoch 1903 | loss: 0.0311488 | val_loss: 0.0311698 | Time: 5606.9 ms [2021-09-26 10:34:15 main:574] : INFO : Epoch 1904 | loss: 0.0311488 | val_loss: 0.0311662 | Time: 5373.5 ms [2021-09-26 10:34:20 main:574] : INFO : Epoch 1905 | loss: 0.0311456 | val_loss: 0.0311677 | Time: 5269.1 ms [2021-09-26 10:34:25 main:574] : INFO : Epoch 1906 | loss: 0.0311445 | val_loss: 0.0311688 | Time: 5107.65 ms [2021-09-26 10:34:31 main:574] : INFO : Epoch 1907 | loss: 0.0311441 | val_loss: 0.0311656 | Time: 5590.02 ms [2021-09-26 10:34:36 main:574] : INFO : Epoch 1908 | loss: 0.0311435 | val_loss: 0.0311652 | Time: 5112.66 ms [2021-09-26 10:34:41 main:574] : INFO : Epoch 1909 | loss: 0.0311438 | val_loss: 0.0311672 | Time: 5279.04 ms [2021-09-26 10:34:46 main:574] : INFO : Epoch 1910 | loss: 0.0311466 | val_loss: 0.0311664 | Time: 5461.94 ms [2021-09-26 10:34:52 main:574] : INFO : Epoch 1911 | loss: 0.0311447 | val_loss: 0.0311658 | Time: 5318.01 ms [2021-09-26 10:34:57 main:574] : INFO : Epoch 1912 | loss: 0.0311432 | val_loss: 0.0311652 | Time: 5304.77 ms [2021-09-26 10:35:02 main:574] : INFO : Epoch 1913 | loss: 0.0311431 | val_loss: 0.0311667 | Time: 5175.14 ms [2021-09-26 10:35:08 main:574] : INFO : Epoch 1914 | loss: 0.0311449 | val_loss: 0.0311688 | Time: 5640.52 ms [2021-09-26 10:35:13 main:574] : INFO : Epoch 1915 | loss: 0.0311431 | val_loss: 0.0311672 | Time: 5426.84 ms [2021-09-26 10:35:19 main:574] : INFO : Epoch 1916 | loss: 0.0311426 | val_loss: 0.0311657 | Time: 5295.87 ms [2021-09-26 10:35:24 main:574] : INFO : Epoch 1917 | loss: 0.0311417 | val_loss: 0.0311659 | Time: 5229.2 ms [2021-09-26 10:35:29 main:574] : INFO : Epoch 1918 | loss: 0.0311416 | val_loss: 0.0311667 | Time: 5279.58 ms [2021-09-26 10:35:34 main:574] : INFO : Epoch 1919 | loss: 0.031141 | val_loss: 0.0311672 | Time: 5304.17 ms [2021-09-26 10:35:40 main:574] : INFO : Epoch 1920 | loss: 0.0311417 | val_loss: 0.0311655 | Time: 5345.87 ms [2021-09-26 10:35:45 main:574] : INFO : Epoch 1921 | loss: 0.0311427 | val_loss: 0.0311659 | Time: 5506.24 ms [2021-09-26 10:35:51 main:574] : INFO : Epoch 1922 | loss: 0.0311419 | val_loss: 0.0311653 | Time: 5149.6 ms [2021-09-26 10:35:56 main:574] : INFO : Epoch 1923 | loss: 0.031143 | val_loss: 0.0311674 | Time: 5053.51 ms [2021-09-26 10:36:01 main:574] : INFO : Epoch 1924 | loss: 0.0311453 | val_loss: 0.03117 | Time: 5578.73 ms [2021-09-26 10:36:06 main:574] : INFO : Epoch 1925 | loss: 0.0311457 | val_loss: 0.0311675 | Time: 5293.58 ms [2021-09-26 10:36:12 main:574] : INFO : Epoch 1926 | loss: 0.0311441 | val_loss: 0.0311662 | Time: 5442.47 ms [2021-09-26 10:36:17 main:574] : INFO : Epoch 1927 | loss: 0.0311436 | val_loss: 0.0311666 | Time: 5317.15 ms [2021-09-26 10:36:22 main:574] : INFO : Epoch 1928 | loss: 0.0311448 | val_loss: 0.0311639 | Time: 5242.5 ms [2021-09-26 10:36:28 main:574] : INFO : Epoch 1929 | loss: 0.0311435 | val_loss: 0.0311659 | Time: 5247.26 ms [2021-09-26 10:36:33 main:574] : INFO : Epoch 1930 | loss: 0.0311429 | val_loss: 0.0311653 | Time: 5282.05 ms [2021-09-26 10:36:38 main:574] : INFO : Epoch 1931 | loss: 0.0311419 | val_loss: 0.0311668 | Time: 5143.27 ms [2021-09-26 10:36:43 main:574] : INFO : Epoch 1932 | loss: 0.0311435 | val_loss: 0.0311651 | Time: 5353.07 ms [2021-09-26 10:36:49 main:574] : INFO : Epoch 1933 | loss: 0.0311461 | val_loss: 0.0311699 | Time: 5438.87 ms [2021-09-26 10:36:54 main:574] : INFO : Epoch 1934 | loss: 0.0311479 | val_loss: 0.0311653 | Time: 5492.74 ms [2021-09-26 10:36:59 main:574] : INFO : Epoch 1935 | loss: 0.0311508 | val_loss: 0.0311669 | Time: 5032.56 ms [2021-09-26 10:37:05 main:574] : INFO : Epoch 1936 | loss: 0.0311464 | val_loss: 0.0311672 | Time: 5096.22 ms [2021-09-26 10:37:10 main:574] : INFO : Epoch 1937 | loss: 0.031147 | val_loss: 0.0311659 | Time: 5226.18 ms [2021-09-26 10:37:15 main:574] : INFO : Epoch 1938 | loss: 0.0311466 | val_loss: 0.0311672 | Time: 5377.45 ms [2021-09-26 10:37:20 main:574] : INFO : Epoch 1939 | loss: 0.0311467 | val_loss: 0.0311634 | Time: 5227.85 ms [2021-09-26 10:37:26 main:574] : INFO : Epoch 1940 | loss: 0.0311468 | val_loss: 0.0311583 | Time: 5115.14 ms [2021-09-26 10:37:31 main:574] : INFO : Epoch 1941 | loss: 0.0311457 | val_loss: 0.0311606 | Time: 5344.18 ms [2021-09-26 10:37:36 main:574] : INFO : Epoch 1942 | loss: 0.0311445 | val_loss: 0.0311611 | Time: 5034.6 ms [2021-09-26 10:37:41 main:574] : INFO : Epoch 1943 | loss: 0.0311459 | val_loss: 0.0311622 | Time: 5565.68 ms [2021-09-26 10:37:47 main:574] : INFO : Epoch 1944 | loss: 0.0311494 | val_loss: 0.0311643 | Time: 5456.51 ms [2021-09-26 10:37:52 main:574] : INFO : Epoch 1945 | loss: 0.0311479 | val_loss: 0.031163 | Time: 5063.42 ms [2021-09-26 10:37:57 main:574] : INFO : Epoch 1946 | loss: 0.0311506 | val_loss: 0.0311662 | Time: 5202.92 ms [2021-09-26 10:38:02 main:574] : INFO : Epoch 1947 | loss: 0.0311499 | val_loss: 0.0311635 | Time: 5119.5 ms [2021-09-26 10:38:08 main:574] : INFO : Epoch 1948 | loss: 0.0311501 | val_loss: 0.0311657 | Time: 5429.09 ms [2021-09-26 10:38:13 main:574] : INFO : Epoch 1949 | loss: 0.03115 | val_loss: 0.0311648 | Time: 5171.92 ms [2021-09-26 10:38:18 main:574] : INFO : Epoch 1950 | loss: 0.0311477 | val_loss: 0.0311654 | Time: 5233.68 ms [2021-09-26 10:38:23 main:574] : INFO : Epoch 1951 | loss: 0.0311456 | val_loss: 0.0311618 | Time: 5120.78 ms [2021-09-26 10:38:29 main:574] : INFO : Epoch 1952 | loss: 0.0311474 | val_loss: 0.0311662 | Time: 5418.12 ms [2021-09-26 10:38:34 main:574] : INFO : Epoch 1953 | loss: 0.0311578 | val_loss: 0.0311671 | Time: 5141.86 ms [2021-09-26 10:38:39 main:574] : INFO : Epoch 1954 | loss: 0.031158 | val_loss: 0.0311643 | Time: 5136.82 ms [2021-09-26 10:38:44 main:574] : INFO : Epoch 1955 | loss: 0.0311552 | val_loss: 0.0311662 | Time: 5207.27 ms [2021-09-26 10:38:50 main:574] : INFO : Epoch 1956 | loss: 0.0311547 | val_loss: 0.0311637 | Time: 5257.74 ms [2021-09-26 10:38:55 main:574] : INFO : Epoch 1957 | loss: 0.0311521 | val_loss: 0.0311626 | Time: 5283.39 ms [2021-09-26 10:39:00 main:574] : INFO : Epoch 1958 | loss: 0.0311511 | val_loss: 0.0311618 | Time: 5472.05 ms [2021-09-26 10:39:06 main:574] : INFO : Epoch 1959 | loss: 0.0311491 | val_loss: 0.0311609 | Time: 5472.6 ms [2021-09-26 10:39:11 main:574] : INFO : Epoch 1960 | loss: 0.0311479 | val_loss: 0.0311602 | Time: 5387.59 ms [2021-09-26 10:39:16 main:574] : INFO : Epoch 1961 | loss: 0.0311469 | val_loss: 0.0311627 | Time: 5197.88 ms [2021-09-26 10:39:22 main:574] : INFO : Epoch 1962 | loss: 0.031146 | val_loss: 0.0311636 | Time: 5214.88 ms [2021-09-26 10:39:27 main:574] : INFO : Epoch 1963 | loss: 0.0311491 | val_loss: 0.0311612 | Time: 5550.09 ms [2021-09-26 10:39:32 main:574] : INFO : Epoch 1964 | loss: 0.031146 | val_loss: 0.0311605 | Time: 5348.26 ms [2021-09-26 10:39:38 main:574] : INFO : Epoch 1965 | loss: 0.0311463 | val_loss: 0.0311664 | Time: 5403.03 ms [2021-09-26 10:39:43 main:574] : INFO : Epoch 1966 | loss: 0.0311477 | val_loss: 0.0311613 | Time: 5342.32 ms [2021-09-26 10:39:48 main:574] : INFO : Epoch 1967 | loss: 0.0311459 | val_loss: 0.0311621 | Time: 5213.24 ms [2021-09-26 10:39:54 main:574] : INFO : Epoch 1968 | loss: 0.0311489 | val_loss: 0.0311631 | Time: 5334.65 ms [2021-09-26 10:39:59 main:574] : INFO : Epoch 1969 | loss: 0.0311485 | val_loss: 0.0311626 | Time: 5203.97 ms [2021-09-26 10:40:04 main:574] : INFO : Epoch 1970 | loss: 0.0311478 | val_loss: 0.0311629 | Time: 5195.28 ms [2021-09-26 10:40:09 main:574] : INFO : Epoch 1971 | loss: 0.0311492 | val_loss: 0.0311624 | Time: 5074.16 ms [2021-09-26 10:40:15 main:574] : INFO : Epoch 1972 | loss: 0.0311472 | val_loss: 0.0311606 | Time: 5395.55 ms [2021-09-26 10:40:20 main:574] : INFO : Epoch 1973 | loss: 0.0311457 | val_loss: 0.0311614 | Time: 5448.03 ms [2021-09-26 10:40:25 main:574] : INFO : Epoch 1974 | loss: 0.0311474 | val_loss: 0.0311612 | Time: 5263.52 ms [2021-09-26 10:40:31 main:574] : INFO : Epoch 1975 | loss: 0.0311471 | val_loss: 0.0311607 | Time: 5845.05 ms [2021-09-26 10:40:37 main:574] : INFO : Epoch 1976 | loss: 0.0311495 | val_loss: 0.0311658 | Time: 5288.66 ms [2021-09-26 10:40:42 main:574] : INFO : Epoch 1977 | loss: 0.0311512 | val_loss: 0.0311656 | Time: 5542.54 ms [2021-09-26 10:40:48 main:574] : INFO : Epoch 1978 | loss: 0.031146 | val_loss: 0.0311632 | Time: 5418.04 ms [2021-09-26 10:40:53 main:574] : INFO : Epoch 1979 | loss: 0.0311456 | val_loss: 0.0311639 | Time: 5125.59 ms [2021-09-26 10:40:58 main:574] : INFO : Epoch 1980 | loss: 0.0311445 | val_loss: 0.0311613 | Time: 5261.06 ms [2021-09-26 10:41:03 main:574] : INFO : Epoch 1981 | loss: 0.0311443 | val_loss: 0.0311651 | Time: 5182.01 ms [2021-09-26 10:41:08 main:574] : INFO : Epoch 1982 | loss: 0.0311464 | val_loss: 0.0311615 | Time: 5276.52 ms [2021-09-26 10:41:14 main:574] : INFO : Epoch 1983 | loss: 0.0311435 | val_loss: 0.0311604 | Time: 5323.29 ms [2021-09-26 10:41:19 main:574] : INFO : Epoch 1984 | loss: 0.0311457 | val_loss: 0.0311612 | Time: 5351.71 ms [2021-09-26 10:41:24 main:574] : INFO : Epoch 1985 | loss: 0.0311449 | val_loss: 0.0311592 | Time: 5186.61 ms [2021-09-26 10:41:30 main:574] : INFO : Epoch 1986 | loss: 0.0311436 | val_loss: 0.031164 | Time: 5391.72 ms [2021-09-26 10:41:35 main:574] : INFO : Epoch 1987 | loss: 0.0311441 | val_loss: 0.0311603 | Time: 5291.9 ms [2021-09-26 10:41:40 main:574] : INFO : Epoch 1988 | loss: 0.0311454 | val_loss: 0.0311589 | Time: 5107.97 ms [2021-09-26 10:41:45 main:574] : INFO : Epoch 1989 | loss: 0.0311419 | val_loss: 0.0311597 | Time: 5232.11 ms [2021-09-26 10:41:51 main:574] : INFO : Epoch 1990 | loss: 0.0311427 | val_loss: 0.0311609 | Time: 5506.73 ms [2021-09-26 10:41:56 main:574] : INFO : Epoch 1991 | loss: 0.0311424 | val_loss: 0.031159 | Time: 5441.15 ms [2021-09-26 10:42:01 main:574] : INFO : Epoch 1992 | loss: 0.0311426 | val_loss: 0.0311618 | Time: 5138.56 ms [2021-09-26 10:42:07 main:574] : INFO : Epoch 1993 | loss: 0.0311463 | val_loss: 0.0311608 | Time: 5170.08 ms [2021-09-26 10:42:12 main:574] : INFO : Epoch 1994 | loss: 0.0311507 | val_loss: 0.0311624 | Time: 5226.62 ms [2021-09-26 10:42:17 main:574] : INFO : Epoch 1995 | loss: 0.0311475 | val_loss: 0.0311628 | Time: 5164.56 ms [2021-09-26 10:42:22 main:574] : INFO : Epoch 1996 | loss: 0.0311453 | val_loss: 0.0311597 | Time: 5110.52 ms [2021-09-26 10:42:27 main:574] : INFO : Epoch 1997 | loss: 0.031147 | val_loss: 0.0311621 | Time: 5232.81 ms [2021-09-26 10:42:33 main:574] : INFO : Epoch 1998 | loss: 0.031147 | val_loss: 0.0311579 | Time: 5374.03 ms [2021-09-26 10:42:38 main:574] : INFO : Epoch 1999 | loss: 0.0311457 | val_loss: 0.0311598 | Time: 5184.27 ms [2021-09-26 10:42:43 main:574] : INFO : Epoch 2000 | loss: 0.0311448 | val_loss: 0.0311621 | Time: 5326.79 ms [2021-09-26 10:42:49 main:574] : INFO : Epoch 2001 | loss: 0.0311456 | val_loss: 0.0311615 | Time: 5272.3 ms [2021-09-26 10:42:54 main:574] : INFO : Epoch 2002 | loss: 0.0311443 | val_loss: 0.0311619 | Time: 5323.53 ms [2021-09-26 10:42:59 main:574] : INFO : Epoch 2003 | loss: 0.031143 | val_loss: 0.0311623 | Time: 5422.3 ms [2021-09-26 10:43:05 main:574] : INFO : Epoch 2004 | loss: 0.0311437 | val_loss: 0.0311606 | Time: 5298.54 ms [2021-09-26 10:43:10 main:574] : INFO : Epoch 2005 | loss: 0.0311447 | val_loss: 0.0311608 | Time: 5225.76 ms [2021-09-26 10:43:15 main:574] : INFO : Epoch 2006 | loss: 0.0311428 | val_loss: 0.0311612 | Time: 5541.96 ms [2021-09-26 10:43:21 main:574] : INFO : Epoch 2007 | loss: 0.0311423 | val_loss: 0.0311599 | Time: 5400.28 ms [2021-09-26 10:43:26 main:574] : INFO : Epoch 2008 | loss: 0.0311426 | val_loss: 0.0311613 | Time: 5080.16 ms [2021-09-26 10:43:31 main:574] : INFO : Epoch 2009 | loss: 0.0311419 | val_loss: 0.0311642 | Time: 5384.59 ms [2021-09-26 10:43:37 main:574] : INFO : Epoch 2010 | loss: 0.0311427 | val_loss: 0.0311599 | Time: 5820.63 ms [2021-09-26 10:43:43 main:574] : INFO : Epoch 2011 | loss: 0.0311441 | val_loss: 0.0311597 | Time: 5410.18 ms [2021-09-26 10:43:48 main:574] : INFO : Epoch 2012 | loss: 0.0311434 | val_loss: 0.0311612 | Time: 5298.65 ms [2021-09-26 10:43:53 main:574] : INFO : Epoch 2013 | loss: 0.031141 | val_loss: 0.03116 | Time: 5257.87 ms [2021-09-26 10:43:58 main:574] : INFO : Epoch 2014 | loss: 0.0311417 | val_loss: 0.0311592 | Time: 5107.46 ms [2021-09-26 10:44:03 main:574] : INFO : Epoch 2015 | loss: 0.0311423 | val_loss: 0.0311595 | Time: 5243.93 ms [2021-09-26 10:44:09 main:574] : INFO : Epoch 2016 | loss: 0.0311416 | val_loss: 0.031161 | Time: 5152.59 ms [2021-09-26 10:44:14 main:574] : INFO : Epoch 2017 | loss: 0.0311417 | val_loss: 0.0311649 | Time: 5385.3 ms [2021-09-26 10:44:19 main:574] : INFO : Epoch 2018 | loss: 0.0311465 | val_loss: 0.0311638 | Time: 5394.77 ms [2021-09-26 10:44:25 main:574] : INFO : Epoch 2019 | loss: 0.0311444 | val_loss: 0.0311637 | Time: 5261.32 ms [2021-09-26 10:44:30 main:574] : INFO : Epoch 2020 | loss: 0.0311419 | val_loss: 0.0311635 | Time: 5161.84 ms [2021-09-26 10:44:35 main:574] : INFO : Epoch 2021 | loss: 0.0311449 | val_loss: 0.0311623 | Time: 5206.81 ms [2021-09-26 10:44:40 main:574] : INFO : Epoch 2022 | loss: 0.0311426 | val_loss: 0.0311627 | Time: 5282.2 ms [2021-09-26 10:44:45 main:574] : INFO : Epoch 2023 | loss: 0.0311423 | val_loss: 0.031163 | Time: 5133.28 ms [2021-09-26 10:44:51 main:574] : INFO : Epoch 2024 | loss: 0.0311426 | val_loss: 0.031163 | Time: 5238.54 ms [2021-09-26 10:44:56 main:574] : INFO : Epoch 2025 | loss: 0.0311426 | val_loss: 0.0311626 | Time: 5593.99 ms [2021-09-26 10:45:01 main:574] : INFO : Epoch 2026 | loss: 0.03114 | val_loss: 0.0311607 | Time: 5092.13 ms [2021-09-26 10:45:07 main:574] : INFO : Epoch 2027 | loss: 0.0311404 | val_loss: 0.0311631 | Time: 5337.76 ms [2021-09-26 10:45:12 main:574] : INFO : Epoch 2028 | loss: 0.0311394 | val_loss: 0.0311612 | Time: 5205.2 ms [2021-09-26 10:45:17 main:574] : INFO : Epoch 2029 | loss: 0.0311402 | val_loss: 0.031165 | Time: 5154.74 ms [2021-09-26 10:45:22 main:574] : INFO : Epoch 2030 | loss: 0.0311425 | val_loss: 0.0311614 | Time: 5371.16 ms [2021-09-26 10:45:28 main:574] : INFO : Epoch 2031 | loss: 0.0311414 | val_loss: 0.0311674 | Time: 5307.49 ms [2021-09-26 10:45:33 main:574] : INFO : Epoch 2032 | loss: 0.0311421 | val_loss: 0.0311639 | Time: 5337.11 ms [2021-09-26 10:45:38 main:574] : INFO : Epoch 2033 | loss: 0.0311414 | val_loss: 0.0311661 | Time: 5059.45 ms [2021-09-26 10:45:43 main:574] : INFO : Epoch 2034 | loss: 0.0311398 | val_loss: 0.0311641 | Time: 5102.2 ms [2021-09-26 10:45:49 main:574] : INFO : Epoch 2035 | loss: 0.0311386 | val_loss: 0.0311662 | Time: 5264.03 ms [2021-09-26 10:45:54 main:574] : INFO : Epoch 2036 | loss: 0.0311382 | val_loss: 0.0311642 | Time: 5518.07 ms [2021-09-26 10:45:59 main:574] : INFO : Epoch 2037 | loss: 0.0311377 | val_loss: 0.0311654 | Time: 5275.37 ms [2021-09-26 10:46:05 main:574] : INFO : Epoch 2038 | loss: 0.0311381 | val_loss: 0.0311624 | Time: 5409.63 ms [2021-09-26 10:46:10 main:574] : INFO : Epoch 2039 | loss: 0.0311385 | val_loss: 0.031165 | Time: 5296.97 ms [2021-09-26 10:46:15 main:574] : INFO : Epoch 2040 | loss: 0.0311414 | val_loss: 0.0311627 | Time: 5393.57 ms [2021-09-26 10:46:21 main:574] : INFO : Epoch 2041 | loss: 0.031142 | val_loss: 0.0311611 | Time: 5136.24 ms [2021-09-26 10:46:26 main:574] : INFO : Epoch 2042 | loss: 0.0311417 | val_loss: 0.0311657 | Time: 5580.76 ms [2021-09-26 10:46:31 main:574] : INFO : Epoch 2043 | loss: 0.0311414 | val_loss: 0.0311643 | Time: 5162.12 ms [2021-09-26 10:46:37 main:574] : INFO : Epoch 2044 | loss: 0.0311398 | val_loss: 0.031161 | Time: 5447.53 ms [2021-09-26 10:46:42 main:574] : INFO : Epoch 2045 | loss: 0.0311412 | val_loss: 0.0311676 | Time: 5239.32 ms [2021-09-26 10:46:47 main:574] : INFO : Epoch 2046 | loss: 0.0311401 | val_loss: 0.0311613 | Time: 5278.33 ms [2021-09-26 10:46:53 main:574] : INFO : Epoch 2047 | loss: 0.0311417 | val_loss: 0.0311665 | Time: 5481.85 ms [2021-09-26 10:46:58 main:574] : INFO : Epoch 2048 | loss: 0.0311492 | val_loss: 0.0311693 | Time: 5115.65 ms [2021-09-26 10:46:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311693 [2021-09-26 10:46:58 main:603] : INFO : Saving end state to config to file [2021-09-26 10:46:58 main:608] : INFO : Success, exiting.. 10:46:58 (12324): 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)