Task 10895980
| Name | ParityModified-1639954187-32199-2-0_0 |
| Workunit | 8197016 |
| Created | 19 Jan 2022, 11:49:31 UTC |
| Sent | 6 Feb 2022, 21:05:30 UTC |
| Report deadline | 14 Feb 2022, 21:05:30 UTC |
| Received | 7 Feb 2022, 19:55:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17116 |
| Run time | 53 min 13 sec |
| CPU time | 52 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,205.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1622 | loss: 0.0311869 | val_loss: 0.0311934 | Time: 1458.56 ms
[2022-02-07 13:11:41 main:574] : INFO : Epoch 1623 | loss: 0.0311861 | val_loss: 0.0311928 | Time: 1451.68 ms
[2022-02-07 13:11:43 main:574] : INFO : Epoch 1624 | loss: 0.0311865 | val_loss: 0.0311929 | Time: 1441.01 ms
[2022-02-07 13:11:44 main:574] : INFO : Epoch 1625 | loss: 0.0311901 | val_loss: 0.0311999 | Time: 1464.66 ms
[2022-02-07 13:11:46 main:574] : INFO : Epoch 1626 | loss: 0.0311942 | val_loss: 0.0311962 | Time: 1462.03 ms
[2022-02-07 13:11:47 main:574] : INFO : Epoch 1627 | loss: 0.0311921 | val_loss: 0.0311958 | Time: 1458.35 ms
[2022-02-07 13:11:49 main:574] : INFO : Epoch 1628 | loss: 0.0311878 | val_loss: 0.031194 | Time: 1449.93 ms
[2022-02-07 13:11:50 main:574] : INFO : Epoch 1629 | loss: 0.0311845 | val_loss: 0.0311925 | Time: 1447.59 ms
[2022-02-07 13:11:52 main:574] : INFO : Epoch 1630 | loss: 0.0311835 | val_loss: 0.0311914 | Time: 1468.32 ms
[2022-02-07 13:11:53 main:574] : INFO : Epoch 1631 | loss: 0.0311841 | val_loss: 0.0311926 | Time: 1451.85 ms
[2022-02-07 13:11:54 main:574] : INFO : Epoch 1632 | loss: 0.0311809 | val_loss: 0.0311862 | Time: 1451.38 ms
[2022-02-07 13:11:56 main:574] : INFO : Epoch 1633 | loss: 0.031179 | val_loss: 0.0311878 | Time: 1456.08 ms
[2022-02-07 13:11:57 main:574] : INFO : Epoch 1634 | loss: 0.0311757 | val_loss: 0.0311859 | Time: 1448.29 ms
[2022-02-07 13:11:59 main:574] : INFO : Epoch 1635 | loss: 0.0311754 | val_loss: 0.0311839 | Time: 1464.32 ms
[2022-02-07 13:12:00 main:574] : INFO : Epoch 1636 | loss: 0.0311758 | val_loss: 0.0311845 | Time: 1448.58 ms
[2022-02-07 13:12:02 main:574] : INFO : Epoch 1637 | loss: 0.0311745 | val_loss: 0.031184 | Time: 1452.73 ms
[2022-02-07 13:12:03 main:574] : INFO : Epoch 1638 | loss: 0.0311749 | val_loss: 0.0311894 | Time: 1453.58 ms
[2022-02-07 13:12:05 main:574] : INFO : Epoch 1639 | loss: 0.0311774 | val_loss: 0.0311855 | Time: 1440.54 ms
[2022-02-07 13:12:06 main:574] : INFO : Epoch 1640 | loss: 0.0311792 | val_loss: 0.0311859 | Time: 1472.2 ms
[2022-02-07 13:12:08 main:574] : INFO : Epoch 1641 | loss: 0.0311756 | val_loss: 0.0311838 | Time: 1453.48 ms
[2022-02-07 13:12:09 main:574] : INFO : Epoch 1642 | loss: 0.0311767 | val_loss: 0.0311873 | Time: 1455.32 ms
[2022-02-07 13:12:10 main:574] : INFO : Epoch 1643 | loss: 0.0311755 | val_loss: 0.0311828 | Time: 1458.03 ms
[2022-02-07 13:12:12 main:574] : INFO : Epoch 1644 | loss: 0.0311743 | val_loss: 0.0311821 | Time: 1453.06 ms
[2022-02-07 13:12:13 main:574] : INFO : Epoch 1645 | loss: 0.0311735 | val_loss: 0.0311829 | Time: 1459.78 ms
[2022-02-07 13:12:15 main:574] : INFO : Epoch 1646 | loss: 0.0311719 | val_loss: 0.0311843 | Time: 1443.67 ms
[2022-02-07 13:12:16 main:574] : INFO : Epoch 1647 | loss: 0.0311716 | val_loss: 0.0311839 | Time: 1448.5 ms
[2022-02-07 13:12:18 main:574] : INFO : Epoch 1648 | loss: 0.0311701 | val_loss: 0.0311841 | Time: 1457.44 ms
[2022-02-07 13:12:19 main:574] : INFO : Epoch 1649 | loss: 0.0311709 | val_loss: 0.0311831 | Time: 1446.67 ms
[2022-02-07 13:12:21 main:574] : INFO : Epoch 1650 | loss: 0.0311709 | val_loss: 0.0311812 | Time: 1455.76 ms
[2022-02-07 13:12:22 main:574] : INFO : Epoch 1651 | loss: 0.0311726 | val_loss: 0.0311831 | Time: 1450.34 ms
[2022-02-07 13:12:24 main:574] : INFO : Epoch 1652 | loss: 0.0311719 | val_loss: 0.03118 | Time: 1441.75 ms
[2022-02-07 13:12:25 main:574] : INFO : Epoch 1653 | loss: 0.0311703 | val_loss: 0.0311858 | Time: 1452.82 ms
[2022-02-07 13:12:26 main:574] : INFO : Epoch 1654 | loss: 0.0311805 | val_loss: 0.0311901 | Time: 1445.98 ms
[2022-02-07 13:12:28 main:574] : INFO : Epoch 1655 | loss: 0.0311798 | val_loss: 0.0311862 | Time: 1456.24 ms
[2022-02-07 13:12:29 main:574] : INFO : Epoch 1656 | loss: 0.0311777 | val_loss: 0.0311851 | Time: 1447.47 ms
[2022-02-07 13:12:31 main:574] : INFO : Epoch 1657 | loss: 0.0311745 | val_loss: 0.0311836 | Time: 1441.82 ms
[2022-02-07 13:12:32 main:574] : INFO : Epoch 1658 | loss: 0.0311737 | val_loss: 0.0311852 | Time: 1456.81 ms
[2022-02-07 13:12:34 main:574] : INFO : Epoch 1659 | loss: 0.0311726 | val_loss: 0.0311831 | Time: 1443.72 ms
[2022-02-07 13:12:35 main:574] : INFO : Epoch 1660 | loss: 0.0311711 | val_loss: 0.0311858 | Time: 1455.08 ms
[2022-02-07 13:12:37 main:574] : INFO : Epoch 1661 | loss: 0.0311763 | val_loss: 0.0311856 | Time: 1448.69 ms
[2022-02-07 13:12:38 main:574] : INFO : Epoch 1662 | loss: 0.0311828 | val_loss: 0.0311861 | Time: 1449.72 ms
[2022-02-07 13:12:40 main:574] : INFO : Epoch 1663 | loss: 0.0311808 | val_loss: 0.031186 | Time: 1464.34 ms
[2022-02-07 13:12:41 main:574] : INFO : Epoch 1664 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 1451.04 ms
[2022-02-07 13:12:42 main:574] : INFO : Epoch 1665 | loss: 0.0311777 | val_loss: 0.0311848 | Time: 1453.93 ms
[2022-02-07 13:12:44 main:574] : INFO : Epoch 1666 | loss: 0.0311755 | val_loss: 0.0311819 | Time: 1446.32 ms
[2022-02-07 13:12:45 main:574] : INFO : Epoch 1667 | loss: 0.0311749 | val_loss: 0.0311839 | Time: 1455.61 ms
[2022-02-07 13:12:47 main:574] : INFO : Epoch 1668 | loss: 0.0311763 | val_loss: 0.0311882 | Time: 1456.22 ms
[2022-02-07 13:12:48 main:574] : INFO : Epoch 1669 | loss: 0.0311745 | val_loss: 0.031182 | Time: 1451.01 ms
[2022-02-07 13:12:50 main:574] : INFO : Epoch 1670 | loss: 0.0311722 | val_loss: 0.0311824 | Time: 1454.04 ms
[2022-02-07 13:12:51 main:574] : INFO : Epoch 1671 | loss: 0.031172 | val_loss: 0.0311819 | Time: 1453.01 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1080)
[2022-02-07 13:21:22 main:435] : INFO : Set logging level to 1
[2022-02-07 13:21:22 main:441] : INFO : Running in BOINC Client mode
[2022-02-07 13:21:22 main:444] : INFO : Resolving all filenames
[2022-02-07 13:21:22 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-02-07 13:21:22 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-02-07 13:21:22 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-02-07 13:21:22 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-02-07 13:21:22 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-02-07 13:21:22 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-02-07 13:21:22 main:474] : INFO : Configuration:
[2022-02-07 13:21:22 main:475] : INFO : Model type: GRU
[2022-02-07 13:21:22 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-02-07 13:21:22 main:477] : INFO : Max Epochs: 2048
[2022-02-07 13:21:22 main:478] : INFO : Batch Size: 128
[2022-02-07 13:21:22 main:479] : INFO : Learning Rate: 0.01
[2022-02-07 13:21:22 main:480] : INFO : Patience: 10
[2022-02-07 13:21:22 main:481] : INFO : Hidden Width: 12
[2022-02-07 13:21:22 main:482] : INFO : # Recurrent Layers: 4
[2022-02-07 13:21:22 main:483] : INFO : # Backend Layers: 4
[2022-02-07 13:21:22 main:484] : INFO : # Threads: 1
[2022-02-07 13:21:22 main:486] : INFO : Preparing Dataset
[2022-02-07 13:21:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-02-07 13:21:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-02-07 13:21:24 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-02-07 13:21:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-02-07 13:21:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-02-07 13:21:24 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-02-07 13:21:24 main:494] : INFO : Creating Model
[2022-02-07 13:21:24 main:507] : INFO : Preparing config file
[2022-02-07 13:21:24 main:511] : INFO : Found checkpoint, attempting to load...
[2022-02-07 13:21:24 main:512] : INFO : Loading config
[2022-02-07 13:21:24 main:514] : INFO : Loading state
[2022-02-07 13:21:24 main:559] : INFO : Loading DataLoader into Memory
[2022-02-07 13:21:24 main:562] : INFO : Starting Training
[2022-02-07 13:21:26 main:574] : INFO : Epoch 1657 | loss: 0.0312038 | val_loss: 0.0311821 | Time: 1636.37 ms
[2022-02-07 13:21:27 main:574] : INFO : Epoch 1658 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 1460.22 ms
[2022-02-07 13:21:29 main:574] : INFO : Epoch 1659 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 1467.53 ms
[2022-02-07 13:21:30 main:574] : INFO : Epoch 1660 | loss: 0.0311726 | val_loss: 0.0311828 | Time: 1471.04 ms
[2022-02-07 13:21:32 main:574] : INFO : Epoch 1661 | loss: 0.0311788 | val_loss: 0.0311822 | Time: 1469.72 ms
[2022-02-07 13:21:33 main:574] : INFO : Epoch 1662 | loss: 0.0311736 | val_loss: 0.0311754 | Time: 1468.48 ms
[2022-02-07 13:21:35 main:574] : INFO : Epoch 1663 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 1476.06 ms
[2022-02-07 13:21:36 main:574] : INFO : Epoch 1664 | loss: 0.0311734 | val_loss: 0.0311786 | Time: 1466.94 ms
[2022-02-07 13:21:38 main:574] : INFO : Epoch 1665 | loss: 0.0311737 | val_loss: 0.0311793 | Time: 1473.4 ms
[2022-02-07 13:21:39 main:574] : INFO : Epoch 1666 | loss: 0.031171 | val_loss: 0.0311753 | Time: 1477.43 ms
[2022-02-07 13:21:41 main:574] : INFO : Epoch 1667 | loss: 0.0311692 | val_loss: 0.0311745 | Time: 1479.13 ms
[2022-02-07 13:21:42 main:574] : INFO : Epoch 1668 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 1480.76 ms
[2022-02-07 13:21:44 main:574] : INFO : Epoch 1669 | loss: 0.0311689 | val_loss: 0.0311787 | Time: 1479.38 ms
[2022-02-07 13:21:45 main:574] : INFO : Epoch 1670 | loss: 0.0311671 | val_loss: 0.0311742 | Time: 1477.6 ms
[2022-02-07 13:21:47 main:574] : INFO : Epoch 1671 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 1476.28 ms
[2022-02-07 13:21:48 main:574] : INFO : Epoch 1672 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 1474.7 ms
[2022-02-07 13:21:49 main:574] : INFO : Epoch 1673 | loss: 0.0311634 | val_loss: 0.0311737 | Time: 1484.49 ms
[2022-02-07 13:21:51 main:574] : INFO : Epoch 1674 | loss: 0.0311652 | val_loss: 0.0311754 | Time: 1478.69 ms
[2022-02-07 13:21:52 main:574] : INFO : Epoch 1675 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 1474.17 ms
[2022-02-07 13:21:54 main:574] : INFO : Epoch 1676 | loss: 0.0311684 | val_loss: 0.0311756 | Time: 1476.16 ms
[2022-02-07 13:21:55 main:574] : INFO : Epoch 1677 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 1468.72 ms
[2022-02-07 13:21:57 main:574] : INFO : Epoch 1678 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 1480.31 ms
[2022-02-07 13:21:58 main:574] : INFO : Epoch 1679 | loss: 0.0311634 | val_loss: 0.0311713 | Time: 1482.81 ms
[2022-02-07 13:22:00 main:574] : INFO : Epoch 1680 | loss: 0.0311625 | val_loss: 0.0311713 | Time: 1479.62 ms
[2022-02-07 13:22:01 main:574] : INFO : Epoch 1681 | loss: 0.0311619 | val_loss: 0.031174 | Time: 1476.69 ms
[2022-02-07 13:22:03 main:574] : INFO : Epoch 1682 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 1487.54 ms
[2022-02-07 13:22:04 main:574] : INFO : Epoch 1683 | loss: 0.0311585 | val_loss: 0.0311707 | Time: 1485.79 ms
[2022-02-07 13:22:06 main:574] : INFO : Epoch 1684 | loss: 0.0311571 | val_loss: 0.0311724 | Time: 1484.61 ms
[2022-02-07 13:22:07 main:574] : INFO : Epoch 1685 | loss: 0.0311567 | val_loss: 0.0311684 | Time: 1498.85 ms
[2022-02-07 13:22:09 main:574] : INFO : Epoch 1686 | loss: 0.0311561 | val_loss: 0.0311706 | Time: 1490.71 ms
[2022-02-07 13:22:10 main:574] : INFO : Epoch 1687 | loss: 0.0311567 | val_loss: 0.0311689 | Time: 1474.22 ms
[2022-02-07 13:22:12 main:574] : INFO : Epoch 1688 | loss: 0.031156 | val_loss: 0.0311685 | Time: 1472.41 ms
[2022-02-07 13:22:13 main:574] : INFO : Epoch 1689 | loss: 0.0311555 | val_loss: 0.0311673 | Time: 1501.3 ms
[2022-02-07 13:22:15 main:574] : INFO : Epoch 1690 | loss: 0.0311569 | val_loss: 0.0311734 | Time: 1486.01 ms
[2022-02-07 13:22:16 main:574] : INFO : Epoch 1691 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 1487.32 ms
[2022-02-07 13:22:18 main:574] : INFO : Epoch 1692 | loss: 0.0311579 | val_loss: 0.0311703 | Time: 1479.9 ms
[2022-02-07 13:22:19 main:574] : INFO : Epoch 1693 | loss: 0.031159 | val_loss: 0.0311697 | Time: 1480.12 ms
[2022-02-07 13:22:21 main:574] : INFO : Epoch 1694 | loss: 0.0311587 | val_loss: 0.0311742 | Time: 1490.43 ms
[2022-02-07 13:22:22 main:574] : INFO : Epoch 1695 | loss: 0.0311572 | val_loss: 0.0311678 | Time: 1477.07 ms
[2022-02-07 13:22:24 main:574] : INFO : Epoch 1696 | loss: 0.0311551 | val_loss: 0.0311677 | Time: 1495.63 ms
[2022-02-07 13:22:25 main:574] : INFO : Epoch 1697 | loss: 0.0311563 | val_loss: 0.0311706 | Time: 1487.79 ms
[2022-02-07 13:22:27 main:574] : INFO : Epoch 1698 | loss: 0.0311579 | val_loss: 0.0311688 | Time: 1473.96 ms
[2022-02-07 13:22:28 main:574] : INFO : Epoch 1699 | loss: 0.0311551 | val_loss: 0.03117 | Time: 1476.86 ms
[2022-02-07 13:22:30 main:574] : INFO : Epoch 1700 | loss: 0.0311553 | val_loss: 0.0311709 | Time: 1487.01 ms
[2022-02-07 13:22:31 main:574] : INFO : Epoch 1701 | loss: 0.0311543 | val_loss: 0.031171 | Time: 1484.46 ms
[2022-02-07 13:22:33 main:574] : INFO : Epoch 1702 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 1485.06 ms
[2022-02-07 13:22:34 main:574] : INFO : Epoch 1703 | loss: 0.0311527 | val_loss: 0.0311704 | Time: 1473.35 ms
[2022-02-07 13:22:35 main:574] : INFO : Epoch 1704 | loss: 0.0311553 | val_loss: 0.0311701 | Time: 1474.4 ms
[2022-02-07 13:22:37 main:574] : INFO : Epoch 1705 | loss: 0.0311534 | val_loss: 0.0311691 | Time: 1481.35 ms
[2022-02-07 13:22:38 main:574] : INFO : Epoch 1706 | loss: 0.0311528 | val_loss: 0.0311686 | Time: 1475.77 ms
[2022-02-07 13:22:40 main:574] : INFO : Epoch 1707 | loss: 0.0311525 | val_loss: 0.0311683 | Time: 1477.92 ms
[2022-02-07 13:22:41 main:574] : INFO : Epoch 1708 | loss: 0.0311524 | val_loss: 0.031176 | Time: 1486.21 ms
[2022-02-07 13:22:43 main:574] : INFO : Epoch 1709 | loss: 0.0311511 | val_loss: 0.0311678 | Time: 1483.82 ms
[2022-02-07 13:22:44 main:574] : INFO : Epoch 1710 | loss: 0.0311519 | val_loss: 0.0311683 | Time: 1487.55 ms
[2022-02-07 13:22:46 main:574] : INFO : Epoch 1711 | loss: 0.0311512 | val_loss: 0.0311693 | Time: 1469.25 ms
[2022-02-07 13:22:47 main:574] : INFO : Epoch 1712 | loss: 0.0311511 | val_loss: 0.0311733 | Time: 1476.44 ms
[2022-02-07 13:22:49 main:574] : INFO : Epoch 1713 | loss: 0.0311513 | val_loss: 0.0311713 | Time: 1482.81 ms
[2022-02-07 13:22:50 main:574] : INFO : Epoch 1714 | loss: 0.0311512 | val_loss: 0.0311708 | Time: 1474.19 ms
[2022-02-07 13:22:52 main:574] : INFO : Epoch 1715 | loss: 0.0311533 | val_loss: 0.031171 | Time: 1499.11 ms
[2022-02-07 13:22:53 main:574] : INFO : Epoch 1716 | loss: 0.0311544 | val_loss: 0.0311733 | Time: 1464.39 ms
[2022-02-07 13:22:55 main:574] : INFO : Epoch 1717 | loss: 0.0311549 | val_loss: 0.0311721 | Time: 1476.2 ms
[2022-02-07 13:22:56 main:574] : INFO : Epoch 1718 | loss: 0.0311555 | val_loss: 0.0311683 | Time: 1482.19 ms
[2022-02-07 13:22:58 main:574] : INFO : Epoch 1719 | loss: 0.0311542 | val_loss: 0.0311687 | Time: 1470.35 ms
[2022-02-07 13:22:59 main:574] : INFO : Epoch 1720 | loss: 0.0311553 | val_loss: 0.0311699 | Time: 1482.24 ms
[2022-02-07 13:23:01 main:574] : INFO : Epoch 1721 | loss: 0.0311594 | val_loss: 0.031174 | Time: 1476.34 ms
[2022-02-07 13:23:02 main:574] : INFO : Epoch 1722 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 1472.11 ms
[2022-02-07 13:23:04 main:574] : INFO : Epoch 1723 | loss: 0.031155 | val_loss: 0.031169 | Time: 1478.03 ms
[2022-02-07 13:23:05 main:574] : INFO : Epoch 1724 | loss: 0.0311524 | val_loss: 0.0311668 | Time: 1479.54 ms
[2022-02-07 13:23:07 main:574] : INFO : Epoch 1725 | loss: 0.031153 | val_loss: 0.0311667 | Time: 1480.17 ms
[2022-02-07 13:23:08 main:574] : INFO : Epoch 1726 | loss: 0.0311537 | val_loss: 0.0311672 | Time: 1483.69 ms
[2022-02-07 13:23:10 main:574] : INFO : Epoch 1727 | loss: 0.0311529 | val_loss: 0.0311655 | Time: 1481.38 ms
[2022-02-07 13:23:11 main:574] : INFO : Epoch 1728 | loss: 0.0311514 | val_loss: 0.0311634 | Time: 1494.77 ms
[2022-02-07 13:23:13 main:574] : INFO : Epoch 1729 | loss: 0.0311517 | val_loss: 0.0311638 | Time: 1476 ms
[2022-02-07 13:23:14 main:574] : INFO : Epoch 1730 | loss: 0.0311505 | val_loss: 0.0311625 | Time: 1487.02 ms
[2022-02-07 13:23:16 main:574] : INFO : Epoch 1731 | loss: 0.0311483 | val_loss: 0.0311656 | Time: 1498.86 ms
[2022-02-07 13:23:17 main:574] : INFO : Epoch 1732 | loss: 0.0311503 | val_loss: 0.0311669 | Time: 1473.05 ms
[2022-02-07 13:23:18 main:574] : INFO : Epoch 1733 | loss: 0.0311512 | val_loss: 0.0311711 | Time: 1476.98 ms
[2022-02-07 13:23:20 main:574] : INFO : Epoch 1734 | loss: 0.0311531 | val_loss: 0.0311641 | Time: 1481.96 ms
[2022-02-07 13:23:21 main:574] : INFO : Epoch 1735 | loss: 0.0311514 | val_loss: 0.0311692 | Time: 1477.56 ms
[2022-02-07 13:23:23 main:574] : INFO : Epoch 1736 | loss: 0.0311521 | val_loss: 0.0311694 | Time: 1478.62 ms
[2022-02-07 13:23:24 main:574] : INFO : Epoch 1737 | loss: 0.0311503 | val_loss: 0.0311652 | Time: 1463.78 ms
[2022-02-07 13:23:26 main:574] : INFO : Epoch 1738 | loss: 0.0311496 | val_loss: 0.0311679 | Time: 1467.71 ms
[2022-02-07 13:23:27 main:574] : INFO : Epoch 1739 | loss: 0.0311499 | val_loss: 0.0311693 | Time: 1462.62 ms
[2022-02-07 13:23:29 main:574] : INFO : Epoch 1740 | loss: 0.0311498 | val_loss: 0.0311652 | Time: 1445.72 ms
[2022-02-07 13:23:30 main:574] : INFO : Epoch 1741 | loss: 0.03115 | val_loss: 0.0311691 | Time: 1467.24 ms
[2022-02-07 13:23:32 main:574] : INFO : Epoch 1742 | loss: 0.0311539 | val_loss: 0.0311711 | Time: 1458.42 ms
[2022-02-07 13:23:33 main:574] : INFO : Epoch 1743 | loss: 0.0311561 | val_loss: 0.0311666 | Time: 1445.68 ms
[2022-02-07 13:23:35 main:574] : INFO : Epoch 1744 | loss: 0.0311549 | val_loss: 0.0311626 | Time: 1465.65 ms
[2022-02-07 13:23:36 main:574] : INFO : Epoch 1745 | loss: 0.0311546 | val_loss: 0.0311645 | Time: 1447.82 ms
[2022-02-07 13:23:38 main:574] : INFO : Epoch 1746 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 1458.06 ms
[2022-02-07 13:23:39 main:574] : INFO : Epoch 1747 | loss: 0.0311688 | val_loss: 0.031172 | Time: 1457.67 ms
[2022-02-07 13:23:40 main:574] : INFO : Epoch 1748 | loss: 0.0311691 | val_loss: 0.031169 | Time: 1455.52 ms
[2022-02-07 13:23:42 main:574] : INFO : Epoch 1749 | loss: 0.0311675 | val_loss: 0.0311677 | Time: 1479.65 ms
[2022-02-07 13:23:43 main:574] : INFO : Epoch 1750 | loss: 0.0311647 | val_loss: 0.0311689 | Time: 1453.51 ms
[2022-02-07 13:23:45 main:574] : INFO : Epoch 1751 | loss: 0.0311641 | val_loss: 0.0311692 | Time: 1449.07 ms
[2022-02-07 13:23:46 main:574] : INFO : Epoch 1752 | loss: 0.0311634 | val_loss: 0.0311668 | Time: 1462.76 ms
[2022-02-07 13:23:48 main:574] : INFO : Epoch 1753 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 1446.55 ms
[2022-02-07 13:23:49 main:574] : INFO : Epoch 1754 | loss: 0.0311616 | val_loss: 0.0311671 | Time: 1469.51 ms
[2022-02-07 13:23:51 main:574] : INFO : Epoch 1755 | loss: 0.0311609 | val_loss: 0.0311661 | Time: 1453.29 ms
[2022-02-07 13:23:52 main:574] : INFO : Epoch 1756 | loss: 0.0311601 | val_loss: 0.0311669 | Time: 1462.14 ms
[2022-02-07 13:23:54 main:574] : INFO : Epoch 1757 | loss: 0.0311594 | val_loss: 0.03117 | Time: 1463.02 ms
[2022-02-07 13:23:55 main:574] : INFO : Epoch 1758 | loss: 0.0311592 | val_loss: 0.0311668 | Time: 1450.29 ms
[2022-02-07 13:23:57 main:574] : INFO : Epoch 1759 | loss: 0.0311586 | val_loss: 0.0311637 | Time: 1464.04 ms
[2022-02-07 13:23:58 main:574] : INFO : Epoch 1760 | loss: 0.0311567 | val_loss: 0.031165 | Time: 1460.98 ms
[2022-02-07 13:23:59 main:574] : INFO : Epoch 1761 | loss: 0.0311584 | val_loss: 0.0311652 | Time: 1459.5 ms
[2022-02-07 13:24:01 main:574] : INFO : Epoch 1762 | loss: 0.0311569 | val_loss: 0.031164 | Time: 1462.72 ms
[2022-02-07 13:24:02 main:574] : INFO : Epoch 1763 | loss: 0.0311556 | val_loss: 0.0311647 | Time: 1450.39 ms
[2022-02-07 13:24:04 main:574] : INFO : Epoch 1764 | loss: 0.0311572 | val_loss: 0.031169 | Time: 1466.02 ms
[2022-02-07 13:24:05 main:574] : INFO : Epoch 1765 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 1450.88 ms
[2022-02-07 13:24:07 main:574] : INFO : Epoch 1766 | loss: 0.0311628 | val_loss: 0.0311679 | Time: 1446.58 ms
[2022-02-07 13:24:08 main:574] : INFO : Epoch 1767 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 1465.81 ms
[2022-02-07 13:24:10 main:574] : INFO : Epoch 1768 | loss: 0.0311605 | val_loss: 0.0311697 | Time: 1453.46 ms
[2022-02-07 13:24:11 main:574] : INFO : Epoch 1769 | loss: 0.0311601 | val_loss: 0.0311698 | Time: 1457.6 ms
[2022-02-07 13:24:13 main:574] : INFO : Epoch 1770 | loss: 0.0311579 | val_loss: 0.0311679 | Time: 1454.08 ms
[2022-02-07 13:24:14 main:574] : INFO : Epoch 1771 | loss: 0.0311596 | val_loss: 0.0311691 | Time: 1455.67 ms
[2022-02-07 13:24:15 main:574] : INFO : Epoch 1772 | loss: 0.0311589 | val_loss: 0.0311679 | Time: 1460.54 ms
[2022-02-07 13:24:17 main:574] : INFO : Epoch 1773 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 1449.21 ms
[2022-02-07 13:24:18 main:574] : INFO : Epoch 1774 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 1470.42 ms
[2022-02-07 13:24:20 main:574] : INFO : Epoch 1775 | loss: 0.0311564 | val_loss: 0.0311681 | Time: 1454.63 ms
[2022-02-07 13:24:21 main:574] : INFO : Epoch 1776 | loss: 0.031157 | val_loss: 0.031169 | Time: 1458.58 ms
[2022-02-07 13:24:23 main:574] : INFO : Epoch 1777 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 1458.11 ms
[2022-02-07 13:24:24 main:574] : INFO : Epoch 1778 | loss: 0.0311576 | val_loss: 0.0311708 | Time: 1453.48 ms
[2022-02-07 13:24:26 main:574] : INFO : Epoch 1779 | loss: 0.0311561 | val_loss: 0.031168 | Time: 1456.48 ms
[2022-02-07 13:24:27 main:574] : INFO : Epoch 1780 | loss: 0.0311542 | val_loss: 0.0311683 | Time: 1454.06 ms
[2022-02-07 13:24:29 main:574] : INFO : Epoch 1781 | loss: 0.0311553 | val_loss: 0.0311679 | Time: 1458.59 ms
[2022-02-07 13:24:30 main:574] : INFO : Epoch 1782 | loss: 0.0311556 | val_loss: 0.0311676 | Time: 1455.87 ms
[2022-02-07 13:24:32 main:574] : INFO : Epoch 1783 | loss: 0.0311567 | val_loss: 0.0311771 | Time: 1449.68 ms
[2022-02-07 13:24:33 main:574] : INFO : Epoch 1784 | loss: 0.0311623 | val_loss: 0.0311699 | Time: 1462.1 ms
[2022-02-07 13:24:34 main:574] : INFO : Epoch 1785 | loss: 0.0311552 | val_loss: 0.0311744 | Time: 1466.63 ms
[2022-02-07 13:24:36 main:574] : INFO : Epoch 1786 | loss: 0.0311549 | val_loss: 0.0311677 | Time: 1459.68 ms
[2022-02-07 13:24:37 main:574] : INFO : Epoch 1787 | loss: 0.0311542 | val_loss: 0.0311685 | Time: 1460.55 ms
[2022-02-07 13:24:39 main:574] : INFO : Epoch 1788 | loss: 0.0311528 | val_loss: 0.0311679 | Time: 1449.38 ms
[2022-02-07 13:24:40 main:574] : INFO : Epoch 1789 | loss: 0.0311525 | val_loss: 0.0311672 | Time: 1455.9 ms
[2022-02-07 13:24:42 main:574] : INFO : Epoch 1790 | loss: 0.031153 | val_loss: 0.0311675 | Time: 1461.08 ms
[2022-02-07 13:24:43 main:574] : INFO : Epoch 1791 | loss: 0.0311544 | val_loss: 0.0311749 | Time: 1451.82 ms
[2022-02-07 13:24:45 main:574] : INFO : Epoch 1792 | loss: 0.0311542 | val_loss: 0.031168 | Time: 1519.9 ms
[2022-02-07 13:24:46 main:574] : INFO : Epoch 1793 | loss: 0.031152 | val_loss: 0.0311658 | Time: 1477.75 ms
[2022-02-07 13:24:48 main:574] : INFO : Epoch 1794 | loss: 0.0311522 | val_loss: 0.0311665 | Time: 1473.75 ms
[2022-02-07 13:24:49 main:574] : INFO : Epoch 1795 | loss: 0.0311529 | val_loss: 0.0311723 | Time: 1463.66 ms
[2022-02-07 13:24:51 main:574] : INFO : Epoch 1796 | loss: 0.0311538 | val_loss: 0.0311653 | Time: 1453.39 ms
[2022-02-07 13:24:52 main:574] : INFO : Epoch 1797 | loss: 0.0311513 | val_loss: 0.0311677 | Time: 1454.45 ms
[2022-02-07 13:24:54 main:574] : INFO : Epoch 1798 | loss: 0.0311537 | val_loss: 0.0311675 | Time: 1447.88 ms
[2022-02-07 13:24:55 main:574] : INFO : Epoch 1799 | loss: 0.0311505 | val_loss: 0.0311659 | Time: 1451.18 ms
[2022-02-07 13:24:56 main:574] : INFO : Epoch 1800 | loss: 0.0311504 | val_loss: 0.0311683 | Time: 1491.37 ms
[2022-02-07 13:24:58 main:574] : INFO : Epoch 1801 | loss: 0.0311517 | val_loss: 0.0311712 | Time: 1463.31 ms
[2022-02-07 13:24:59 main:574] : INFO : Epoch 1802 | loss: 0.0311516 | val_loss: 0.0311652 | Time: 1458.1 ms
[2022-02-07 13:25:01 main:574] : INFO : Epoch 1803 | loss: 0.031149 | val_loss: 0.0311668 | Time: 1472.42 ms
[2022-02-07 13:25:02 main:574] : INFO : Epoch 1804 | loss: 0.0311487 | val_loss: 0.031167 | Time: 1446.93 ms
[2022-02-07 13:25:04 main:574] : INFO : Epoch 1805 | loss: 0.031149 | val_loss: 0.0311666 | Time: 1465.88 ms
[2022-02-07 13:25:05 main:574] : INFO : Epoch 1806 | loss: 0.031151 | val_loss: 0.0311733 | Time: 1456.82 ms
[2022-02-07 13:25:07 main:574] : INFO : Epoch 1807 | loss: 0.0311513 | val_loss: 0.0311664 | Time: 1455.62 ms
[2022-02-07 13:25:08 main:574] : INFO : Epoch 1808 | loss: 0.031149 | val_loss: 0.0311681 | Time: 1462.87 ms
[2022-02-07 13:25:10 main:574] : INFO : Epoch 1809 | loss: 0.0311504 | val_loss: 0.0311661 | Time: 1449.87 ms
[2022-02-07 13:25:11 main:574] : INFO : Epoch 1810 | loss: 0.03115 | val_loss: 0.0311698 | Time: 1459.1 ms
[2022-02-07 13:25:13 main:574] : INFO : Epoch 1811 | loss: 0.031149 | val_loss: 0.0311677 | Time: 1451.92 ms
[2022-02-07 13:25:14 main:574] : INFO : Epoch 1812 | loss: 0.0311512 | val_loss: 0.0311683 | Time: 1449.56 ms
[2022-02-07 13:25:15 main:574] : INFO : Epoch 1813 | loss: 0.0311513 | val_loss: 0.0311724 | Time: 1461.67 ms
[2022-02-07 13:25:17 main:574] : INFO : Epoch 1814 | loss: 0.031154 | val_loss: 0.0311866 | Time: 1462.58 ms
[2022-02-07 13:25:18 main:574] : INFO : Epoch 1815 | loss: 0.0311624 | val_loss: 0.031215 | Time: 1456.17 ms
[2022-02-07 13:25:20 main:574] : INFO : Epoch 1816 | loss: 0.0312155 | val_loss: 0.0312251 | Time: 1442.59 ms
[2022-02-07 13:25:21 main:574] : INFO : Epoch 1817 | loss: 0.0324685 | val_loss: 0.0316292 | Time: 1449.27 ms
[2022-02-07 13:25:23 main:574] : INFO : Epoch 1818 | loss: 0.0350565 | val_loss: 0.0387833 | Time: 1471.72 ms
[2022-02-07 13:25:24 main:574] : INFO : Epoch 1819 | loss: 0.0341757 | val_loss: 0.0315039 | Time: 1441.13 ms
[2022-02-07 13:25:26 main:574] : INFO : Epoch 1820 | loss: 0.0315413 | val_loss: 0.0313285 | Time: 1455.19 ms
[2022-02-07 13:25:27 main:574] : INFO : Epoch 1821 | loss: 0.0312842 | val_loss: 0.0312452 | Time: 1454.5 ms
[2022-02-07 13:25:29 main:574] : INFO : Epoch 1822 | loss: 0.0312364 | val_loss: 0.0312179 | Time: 1451.94 ms
[2022-02-07 13:25:30 main:574] : INFO : Epoch 1823 | loss: 0.0312113 | val_loss: 0.0311947 | Time: 1457.99 ms
[2022-02-07 13:25:31 main:574] : INFO : Epoch 1824 | loss: 0.0311938 | val_loss: 0.0311864 | Time: 1449.72 ms
[2022-02-07 13:25:33 main:574] : INFO : Epoch 1825 | loss: 0.0311856 | val_loss: 0.0311825 | Time: 1450.24 ms
[2022-02-07 13:25:34 main:574] : INFO : Epoch 1826 | loss: 0.031183 | val_loss: 0.0311783 | Time: 1456.9 ms
[2022-02-07 13:25:36 main:574] : INFO : Epoch 1827 | loss: 0.0311771 | val_loss: 0.0311765 | Time: 1448.49 ms
[2022-02-07 13:25:37 main:574] : INFO : Epoch 1828 | loss: 0.0311759 | val_loss: 0.0311734 | Time: 1459.55 ms
[2022-02-07 13:25:39 main:574] : INFO : Epoch 1829 | loss: 0.0311718 | val_loss: 0.0311739 | Time: 1453.29 ms
[2022-02-07 13:25:40 main:574] : INFO : Epoch 1830 | loss: 0.0311706 | val_loss: 0.031173 | Time: 1453.74 ms
[2022-02-07 13:25:42 main:574] : INFO : Epoch 1831 | loss: 0.0311705 | val_loss: 0.0311733 | Time: 1464.15 ms
[2022-02-07 13:25:43 main:574] : INFO : Epoch 1832 | loss: 0.0311703 | val_loss: 0.0311726 | Time: 1454.27 ms
[2022-02-07 13:25:45 main:574] : INFO : Epoch 1833 | loss: 0.0311681 | val_loss: 0.0311734 | Time: 1460.83 ms
[2022-02-07 13:25:46 main:574] : INFO : Epoch 1834 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 1452.8 ms
[2022-02-07 13:25:47 main:574] : INFO : Epoch 1835 | loss: 0.0311699 | val_loss: 0.0311813 | Time: 1455.78 ms
[2022-02-07 13:25:49 main:574] : INFO : Epoch 1836 | loss: 0.0311712 | val_loss: 0.0311747 | Time: 1472.29 ms
[2022-02-07 13:25:50 main:574] : INFO : Epoch 1837 | loss: 0.03117 | val_loss: 0.0311733 | Time: 1449.49 ms
[2022-02-07 13:25:52 main:574] : INFO : Epoch 1838 | loss: 0.0311679 | val_loss: 0.0311753 | Time: 1461.03 ms
[2022-02-07 13:25:53 main:574] : INFO : Epoch 1839 | loss: 0.0311657 | val_loss: 0.031173 | Time: 1455.46 ms
[2022-02-07 13:25:55 main:574] : INFO : Epoch 1840 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 1455.45 ms
[2022-02-07 13:25:56 main:574] : INFO : Epoch 1841 | loss: 0.031167 | val_loss: 0.0311746 | Time: 1462.04 ms
[2022-02-07 13:25:58 main:574] : INFO : Epoch 1842 | loss: 0.0311673 | val_loss: 0.0311714 | Time: 1462.25 ms
[2022-02-07 13:25:59 main:574] : INFO : Epoch 1843 | loss: 0.0311651 | val_loss: 0.0311709 | Time: 1468.94 ms
[2022-02-07 13:26:01 main:574] : INFO : Epoch 1844 | loss: 0.0311664 | val_loss: 0.0311747 | Time: 1457.35 ms
[2022-02-07 13:26:02 main:574] : INFO : Epoch 1845 | loss: 0.0311677 | val_loss: 0.0311711 | Time: 1444.48 ms
[2022-02-07 13:26:04 main:574] : INFO : Epoch 1846 | loss: 0.0311675 | val_loss: 0.0311803 | Time: 1478.63 ms
[2022-02-07 13:26:05 main:574] : INFO : Epoch 1847 | loss: 0.0311685 | val_loss: 0.0311725 | Time: 1464.98 ms
[2022-02-07 13:26:06 main:574] : INFO : Epoch 1848 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 1461.91 ms
[2022-02-07 13:26:18 main:574] : INFO : Epoch 1849 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 11541.9 ms
[2022-02-07 13:26:19 main:574] : INFO : Epoch 1850 | loss: 0.0311646 | val_loss: 0.0311715 | Time: 1446.02 ms
[2022-02-07 13:26:21 main:574] : INFO : Epoch 1851 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1471.68 ms
[2022-02-07 13:26:22 main:574] : INFO : Epoch 1852 | loss: 0.031162 | val_loss: 0.0311741 | Time: 1453.96 ms
[2022-02-07 13:26:24 main:574] : INFO : Epoch 1853 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 1443.92 ms
[2022-02-07 13:26:25 main:574] : INFO : Epoch 1854 | loss: 0.0311658 | val_loss: 0.0311761 | Time: 1459.33 ms
[2022-02-07 13:26:27 main:574] : INFO : Epoch 1855 | loss: 0.0311626 | val_loss: 0.0311708 | Time: 1442.25 ms
[2022-02-07 13:26:28 main:574] : INFO : Epoch 1856 | loss: 0.0311609 | val_loss: 0.0311723 | Time: 1447.04 ms
[2022-02-07 13:26:30 main:574] : INFO : Epoch 1857 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 1460.2 ms
[2022-02-07 13:26:31 main:574] : INFO : Epoch 1858 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1438.99 ms
[2022-02-07 13:26:33 main:574] : INFO : Epoch 1859 | loss: 0.031161 | val_loss: 0.0311716 | Time: 1456.04 ms
[2022-02-07 13:26:34 main:574] : INFO : Epoch 1860 | loss: 0.0311611 | val_loss: 0.0311724 | Time: 1441.19 ms
[2022-02-07 13:26:35 main:574] : INFO : Epoch 1861 | loss: 0.0311631 | val_loss: 0.0311735 | Time: 1452.55 ms
[2022-02-07 13:26:37 main:574] : INFO : Epoch 1862 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 1454.6 ms
[2022-02-07 13:26:38 main:574] : INFO : Epoch 1863 | loss: 0.0311625 | val_loss: 0.0311708 | Time: 1435.4 ms
[2022-02-07 13:26:40 main:574] : INFO : Epoch 1864 | loss: 0.0311614 | val_loss: 0.0311752 | Time: 1464.75 ms
[2022-02-07 13:26:41 main:574] : INFO : Epoch 1865 | loss: 0.0311594 | val_loss: 0.0311718 | Time: 1453.33 ms
[2022-02-07 13:26:43 main:574] : INFO : Epoch 1866 | loss: 0.0311594 | val_loss: 0.0311719 | Time: 1451.38 ms
[2022-02-07 13:26:44 main:574] : INFO : Epoch 1867 | loss: 0.0311596 | val_loss: 0.0311727 | Time: 1457.1 ms
[2022-02-07 13:26:46 main:574] : INFO : Epoch 1868 | loss: 0.0311602 | val_loss: 0.0311722 | Time: 1448.83 ms
[2022-02-07 13:26:47 main:574] : INFO : Epoch 1869 | loss: 0.0311614 | val_loss: 0.0311701 | Time: 1454.45 ms
[2022-02-07 13:26:49 main:574] : INFO : Epoch 1870 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 1451.5 ms
[2022-02-07 13:26:50 main:574] : INFO : Epoch 1871 | loss: 0.0311618 | val_loss: 0.03117 | Time: 1445.77 ms
[2022-02-07 13:26:51 main:574] : INFO : Epoch 1872 | loss: 0.0311598 | val_loss: 0.031174 | Time: 1459.36 ms
[2022-02-07 13:26:53 main:574] : INFO : Epoch 1873 | loss: 0.0311602 | val_loss: 0.0311694 | Time: 1443.14 ms
[2022-02-07 13:26:54 main:574] : INFO : Epoch 1874 | loss: 0.0311596 | val_loss: 0.0311668 | Time: 1448.05 ms
[2022-02-07 13:26:56 main:574] : INFO : Epoch 1875 | loss: 0.0311631 | val_loss: 0.0311688 | Time: 1452.17 ms
[2022-02-07 13:26:57 main:574] : INFO : Epoch 1876 | loss: 0.0311659 | val_loss: 0.0311679 | Time: 1442.7 ms
[2022-02-07 13:26:59 main:574] : INFO : Epoch 1877 | loss: 0.0311639 | val_loss: 0.031169 | Time: 1458.18 ms
[2022-02-07 13:27:00 main:574] : INFO : Epoch 1878 | loss: 0.0311624 | val_loss: 0.0311678 | Time: 1440.01 ms
[2022-02-07 13:27:02 main:574] : INFO : Epoch 1879 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 1472.51 ms
[2022-02-07 13:27:03 main:574] : INFO : Epoch 1880 | loss: 0.0311652 | val_loss: 0.0311695 | Time: 1444.33 ms
[2022-02-07 13:27:05 main:574] : INFO : Epoch 1881 | loss: 0.031166 | val_loss: 0.0311686 | Time: 1449.28 ms
[2022-02-07 13:27:06 main:574] : INFO : Epoch 1882 | loss: 0.0311618 | val_loss: 0.0311688 | Time: 1460.72 ms
[2022-02-07 13:27:07 main:574] : INFO : Epoch 1883 | loss: 0.0311609 | val_loss: 0.0311683 | Time: 1454.41 ms
[2022-02-07 13:27:09 main:574] : INFO : Epoch 1884 | loss: 0.0311611 | val_loss: 0.0311704 | Time: 1462.52 ms
[2022-02-07 13:27:10 main:574] : INFO : Epoch 1885 | loss: 0.0311626 | val_loss: 0.0311755 | Time: 1457.61 ms
[2022-02-07 13:27:12 main:574] : INFO : Epoch 1886 | loss: 0.0311618 | val_loss: 0.0311672 | Time: 1452.71 ms
[2022-02-07 13:27:13 main:574] : INFO : Epoch 1887 | loss: 0.0311597 | val_loss: 0.0311695 | Time: 1460.82 ms
[2022-02-07 13:27:15 main:574] : INFO : Epoch 1888 | loss: 0.0311604 | val_loss: 0.0311674 | Time: 1450.55 ms
[2022-02-07 13:27:16 main:574] : INFO : Epoch 1889 | loss: 0.0311595 | val_loss: 0.0311681 | Time: 1447.75 ms
[2022-02-07 13:27:18 main:574] : INFO : Epoch 1890 | loss: 0.0311587 | val_loss: 0.0311676 | Time: 1461.98 ms
[2022-02-07 13:27:19 main:574] : INFO : Epoch 1891 | loss: 0.0311588 | val_loss: 0.0311659 | Time: 1455.4 ms
[2022-02-07 13:27:21 main:574] : INFO : Epoch 1892 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 1452.57 ms
[2022-02-07 13:27:22 main:574] : INFO : Epoch 1893 | loss: 0.0311622 | val_loss: 0.031168 | Time: 1452.99 ms
[2022-02-07 13:27:23 main:574] : INFO : Epoch 1894 | loss: 0.0311575 | val_loss: 0.0311687 | Time: 1444.45 ms
[2022-02-07 13:27:25 main:574] : INFO : Epoch 1895 | loss: 0.031159 | val_loss: 0.0311678 | Time: 1453.78 ms
[2022-02-07 13:27:26 main:574] : INFO : Epoch 1896 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 1444.19 ms
[2022-02-07 13:27:28 main:574] : INFO : Epoch 1897 | loss: 0.0311616 | val_loss: 0.0311691 | Time: 1455.04 ms
[2022-02-07 13:27:29 main:574] : INFO : Epoch 1898 | loss: 0.0311629 | val_loss: 0.0311695 | Time: 1455.05 ms
[2022-02-07 13:27:31 main:574] : INFO : Epoch 1899 | loss: 0.0311604 | val_loss: 0.031176 | Time: 1441.87 ms
[2022-02-07 13:27:32 main:574] : INFO : Epoch 1900 | loss: 0.0311624 | val_loss: 0.0311702 | Time: 1464.96 ms
[2022-02-07 13:27:34 main:574] : INFO : Epoch 1901 | loss: 0.0311594 | val_loss: 0.0311694 | Time: 1449.67 ms
[2022-02-07 13:27:35 main:574] : INFO : Epoch 1902 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 1456.43 ms
[2022-02-07 13:27:37 main:574] : INFO : Epoch 1903 | loss: 0.0311594 | val_loss: 0.0311694 | Time: 1447.73 ms
[2022-02-07 13:27:38 main:574] : INFO : Epoch 1904 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 1449.7 ms
[2022-02-07 13:27:39 main:574] : INFO : Epoch 1905 | loss: 0.0311595 | val_loss: 0.0311725 | Time: 1458.71 ms
[2022-02-07 13:27:41 main:574] : INFO : Epoch 1906 | loss: 0.0311609 | val_loss: 0.0311684 | Time: 1444.73 ms
[2022-02-07 13:27:42 main:574] : INFO : Epoch 1907 | loss: 0.0311581 | val_loss: 0.0311688 | Time: 1453.13 ms
[2022-02-07 13:27:44 main:574] : INFO : Epoch 1908 | loss: 0.0311573 | val_loss: 0.0311675 | Time: 1444.79 ms
[2022-02-07 13:27:45 main:574] : INFO : Epoch 1909 | loss: 0.0311575 | val_loss: 0.0311672 | Time: 1447 ms
[2022-02-07 13:27:47 main:574] : INFO : Epoch 1910 | loss: 0.0311568 | val_loss: 0.0311688 | Time: 1455.98 ms
[2022-02-07 13:27:48 main:574] : INFO : Epoch 1911 | loss: 0.0311614 | val_loss: 0.0311742 | Time: 1443.89 ms
[2022-02-07 13:27:50 main:574] : INFO : Epoch 1912 | loss: 0.0311612 | val_loss: 0.03117 | Time: 1456.39 ms
[2022-02-07 13:27:51 main:574] : INFO : Epoch 1913 | loss: 0.0311586 | val_loss: 0.0311684 | Time: 1447.42 ms
[2022-02-07 13:27:53 main:574] : INFO : Epoch 1914 | loss: 0.0311617 | val_loss: 0.0311731 | Time: 1459.37 ms
[2022-02-07 13:27:54 main:574] : INFO : Epoch 1915 | loss: 0.0311619 | val_loss: 0.0311716 | Time: 1461.66 ms
[2022-02-07 13:27:55 main:574] : INFO : Epoch 1916 | loss: 0.0311588 | val_loss: 0.0311696 | Time: 1444.66 ms
[2022-02-07 13:27:57 main:574] : INFO : Epoch 1917 | loss: 0.0311591 | val_loss: 0.0311694 | Time: 1447.5 ms
[2022-02-07 13:27:58 main:574] : INFO : Epoch 1918 | loss: 0.0311603 | val_loss: 0.0311718 | Time: 1469.31 ms
[2022-02-07 13:28:00 main:574] : INFO : Epoch 1919 | loss: 0.0311623 | val_loss: 0.0311689 | Time: 1450.43 ms
[2022-02-07 13:28:01 main:574] : INFO : Epoch 1920 | loss: 0.0311608 | val_loss: 0.0311673 | Time: 1459.68 ms
[2022-02-07 13:28:03 main:574] : INFO : Epoch 1921 | loss: 0.0311595 | val_loss: 0.0311693 | Time: 1467.42 ms
[2022-02-07 13:28:04 main:574] : INFO : Epoch 1922 | loss: 0.0311588 | val_loss: 0.0311685 | Time: 1446.22 ms
[2022-02-07 13:28:06 main:574] : INFO : Epoch 1923 | loss: 0.0311585 | val_loss: 0.03117 | Time: 1453.89 ms
[2022-02-07 13:28:07 main:574] : INFO : Epoch 1924 | loss: 0.0311566 | val_loss: 0.0311679 | Time: 1464.13 ms
[2022-02-07 13:28:09 main:574] : INFO : Epoch 1925 | loss: 0.0311563 | val_loss: 0.0311693 | Time: 1464.64 ms
[2022-02-07 13:28:10 main:574] : INFO : Epoch 1926 | loss: 0.0311575 | val_loss: 0.0311667 | Time: 1439.43 ms
[2022-02-07 13:28:11 main:574] : INFO : Epoch 1927 | loss: 0.0311564 | val_loss: 0.0311694 | Time: 1446.54 ms
[2022-02-07 13:28:13 main:574] : INFO : Epoch 1928 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 1465.76 ms
[2022-02-07 13:28:14 main:574] : INFO : Epoch 1929 | loss: 0.0311564 | val_loss: 0.0311679 | Time: 1449.86 ms
[2022-02-07 13:28:16 main:574] : INFO : Epoch 1930 | loss: 0.0311543 | val_loss: 0.0311692 | Time: 1469.9 ms
[2022-02-07 13:28:17 main:574] : INFO : Epoch 1931 | loss: 0.0311572 | val_loss: 0.0311679 | Time: 1440.72 ms
[2022-02-07 13:28:19 main:574] : INFO : Epoch 1932 | loss: 0.0311537 | val_loss: 0.0311738 | Time: 1450.98 ms
[2022-02-07 13:28:20 main:574] : INFO : Epoch 1933 | loss: 0.0311545 | val_loss: 0.0311683 | Time: 1468.03 ms
[2022-02-07 13:28:22 main:574] : INFO : Epoch 1934 | loss: 0.0311531 | val_loss: 0.0311707 | Time: 1440.23 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1080)
[2022-02-07 13:52:09 main:435] : INFO : Set logging level to 1
[2022-02-07 13:52:09 main:441] : INFO : Running in BOINC Client mode
[2022-02-07 13:52:09 main:444] : INFO : Resolving all filenames
[2022-02-07 13:52:09 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-02-07 13:52:09 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-02-07 13:52:09 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-02-07 13:52:09 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-02-07 13:52:09 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-02-07 13:52:09 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-02-07 13:52:09 main:474] : INFO : Configuration:
[2022-02-07 13:52:09 main:475] : INFO : Model type: GRU
[2022-02-07 13:52:09 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-02-07 13:52:09 main:477] : INFO : Max Epochs: 2048
[2022-02-07 13:52:09 main:478] : INFO : Batch Size: 128
[2022-02-07 13:52:09 main:479] : INFO : Learning Rate: 0.01
[2022-02-07 13:52:09 main:480] : INFO : Patience: 10
[2022-02-07 13:52:09 main:481] : INFO : Hidden Width: 12
[2022-02-07 13:52:09 main:482] : INFO : # Recurrent Layers: 4
[2022-02-07 13:52:09 main:483] : INFO : # Backend Layers: 4
[2022-02-07 13:52:09 main:484] : INFO : # Threads: 1
[2022-02-07 13:52:09 main:486] : INFO : Preparing Dataset
[2022-02-07 13:52:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-02-07 13:52:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-02-07 13:52:11 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-02-07 13:52:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-02-07 13:52:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-02-07 13:52:11 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-02-07 13:52:11 main:494] : INFO : Creating Model
[2022-02-07 13:52:11 main:507] : INFO : Preparing config file
[2022-02-07 13:52:11 main:511] : INFO : Found checkpoint, attempting to load...
[2022-02-07 13:52:11 main:512] : INFO : Loading config
[2022-02-07 13:52:11 main:514] : INFO : Loading state
[2022-02-07 13:52:11 main:559] : INFO : Loading DataLoader into Memory
[2022-02-07 13:52:11 main:562] : INFO : Starting Training
[2022-02-07 13:52:13 main:574] : INFO : Epoch 1920 | loss: 0.0318287 | val_loss: 0.0313282 | Time: 1643.75 ms
[2022-02-07 13:52:15 main:574] : INFO : Epoch 1921 | loss: 0.0312789 | val_loss: 0.0312616 | Time: 1455.09 ms
[2022-02-07 13:52:16 main:574] : INFO : Epoch 1922 | loss: 0.0312494 | val_loss: 0.0312361 | Time: 1471.12 ms
[2022-02-07 13:52:17 main:574] : INFO : Epoch 1923 | loss: 0.0312321 | val_loss: 0.0312466 | Time: 1471.34 ms
[2022-02-07 13:52:19 main:574] : INFO : Epoch 1924 | loss: 0.0312469 | val_loss: 0.0312139 | Time: 1461.99 ms
[2022-02-07 13:52:20 main:574] : INFO : Epoch 1925 | loss: 0.031204 | val_loss: 0.0311914 | Time: 1465.01 ms
[2022-02-07 13:52:22 main:574] : INFO : Epoch 1926 | loss: 0.0311784 | val_loss: 0.0311718 | Time: 1468.13 ms
[2022-02-07 13:52:23 main:574] : INFO : Epoch 1927 | loss: 0.0311662 | val_loss: 0.0311673 | Time: 1475.06 ms
[2022-02-07 13:52:25 main:574] : INFO : Epoch 1928 | loss: 0.0311663 | val_loss: 0.0311667 | Time: 1469.81 ms
[2022-02-07 13:52:26 main:574] : INFO : Epoch 1929 | loss: 0.0311657 | val_loss: 0.0311665 | Time: 1473.57 ms
[2022-02-07 13:52:28 main:574] : INFO : Epoch 1930 | loss: 0.031162 | val_loss: 0.0311697 | Time: 1484.3 ms
[2022-02-07 13:52:29 main:574] : INFO : Epoch 1931 | loss: 0.0311631 | val_loss: 0.0311686 | Time: 1472.09 ms
[2022-02-07 13:52:31 main:574] : INFO : Epoch 1932 | loss: 0.0311605 | val_loss: 0.0311668 | Time: 1474.6 ms
[2022-02-07 13:52:32 main:574] : INFO : Epoch 1933 | loss: 0.0311604 | val_loss: 0.0311652 | Time: 1476.46 ms
[2022-02-07 13:52:34 main:574] : INFO : Epoch 1934 | loss: 0.0311611 | val_loss: 0.0311684 | Time: 1473.11 ms
[2022-02-07 13:52:35 main:574] : INFO : Epoch 1935 | loss: 0.0311647 | val_loss: 0.031169 | Time: 1476.53 ms
[2022-02-07 13:52:37 main:574] : INFO : Epoch 1936 | loss: 0.031162 | val_loss: 0.031167 | Time: 1469.09 ms
[2022-02-07 13:52:38 main:574] : INFO : Epoch 1937 | loss: 0.0311613 | val_loss: 0.031166 | Time: 1477.89 ms
[2022-02-07 13:52:40 main:574] : INFO : Epoch 1938 | loss: 0.0311604 | val_loss: 0.031166 | Time: 1481.68 ms
[2022-02-07 13:52:41 main:574] : INFO : Epoch 1939 | loss: 0.0311592 | val_loss: 0.0311712 | Time: 1476.18 ms
[2022-02-07 13:52:43 main:574] : INFO : Epoch 1940 | loss: 0.0311616 | val_loss: 0.0311701 | Time: 1461.89 ms
[2022-02-07 13:52:44 main:574] : INFO : Epoch 1941 | loss: 0.0311599 | val_loss: 0.0311749 | Time: 1475.08 ms
[2022-02-07 13:52:45 main:574] : INFO : Epoch 1942 | loss: 0.0311583 | val_loss: 0.0311699 | Time: 1468.98 ms
[2022-02-07 13:52:47 main:574] : INFO : Epoch 1943 | loss: 0.0311587 | val_loss: 0.0311698 | Time: 1480.87 ms
[2022-02-07 13:52:48 main:574] : INFO : Epoch 1944 | loss: 0.0311594 | val_loss: 0.0311666 | Time: 1467 ms
[2022-02-07 13:52:50 main:574] : INFO : Epoch 1945 | loss: 0.0311552 | val_loss: 0.0311659 | Time: 1469.25 ms
[2022-02-07 13:52:51 main:574] : INFO : Epoch 1946 | loss: 0.0311541 | val_loss: 0.0311659 | Time: 1471.45 ms
[2022-02-07 13:52:53 main:574] : INFO : Epoch 1947 | loss: 0.0311556 | val_loss: 0.0311642 | Time: 1474.58 ms
[2022-02-07 13:52:54 main:574] : INFO : Epoch 1948 | loss: 0.0311543 | val_loss: 0.0311637 | Time: 1471.38 ms
[2022-02-07 13:52:56 main:574] : INFO : Epoch 1949 | loss: 0.0311586 | val_loss: 0.0311677 | Time: 1488.28 ms
[2022-02-07 13:52:57 main:574] : INFO : Epoch 1950 | loss: 0.0311573 | val_loss: 0.0311645 | Time: 1469.31 ms
[2022-02-07 13:52:59 main:574] : INFO : Epoch 1951 | loss: 0.0311566 | val_loss: 0.0311706 | Time: 1491.96 ms
[2022-02-07 13:53:00 main:574] : INFO : Epoch 1952 | loss: 0.0311568 | val_loss: 0.0311682 | Time: 1466.11 ms
[2022-02-07 13:53:02 main:574] : INFO : Epoch 1953 | loss: 0.0311556 | val_loss: 0.0311679 | Time: 1478.74 ms
[2022-02-07 13:53:03 main:574] : INFO : Epoch 1954 | loss: 0.0311538 | val_loss: 0.0311637 | Time: 1472.51 ms
[2022-02-07 13:53:05 main:574] : INFO : Epoch 1955 | loss: 0.0311535 | val_loss: 0.0311681 | Time: 1470.67 ms
[2022-02-07 13:53:06 main:574] : INFO : Epoch 1956 | loss: 0.0311543 | val_loss: 0.0311629 | Time: 1482.35 ms
[2022-02-07 13:53:08 main:574] : INFO : Epoch 1957 | loss: 0.0311532 | val_loss: 0.0311622 | Time: 1472.06 ms
[2022-02-07 13:53:09 main:574] : INFO : Epoch 1958 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 1497.38 ms
[2022-02-07 13:53:11 main:574] : INFO : Epoch 1959 | loss: 0.0311534 | val_loss: 0.0311661 | Time: 1513.8 ms
[2022-02-07 13:53:12 main:574] : INFO : Epoch 1960 | loss: 0.0311547 | val_loss: 0.0311628 | Time: 1484.21 ms
[2022-02-07 13:53:14 main:574] : INFO : Epoch 1961 | loss: 0.0311559 | val_loss: 0.0311621 | Time: 1478.82 ms
[2022-02-07 13:53:15 main:574] : INFO : Epoch 1962 | loss: 0.0311554 | val_loss: 0.0311649 | Time: 1481.75 ms
[2022-02-07 13:53:17 main:574] : INFO : Epoch 1963 | loss: 0.0311557 | val_loss: 0.0311706 | Time: 1468.16 ms
[2022-02-07 13:53:18 main:574] : INFO : Epoch 1964 | loss: 0.0311549 | val_loss: 0.0311616 | Time: 1501.88 ms
[2022-02-07 13:53:20 main:574] : INFO : Epoch 1965 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 1482.64 ms
[2022-02-07 13:53:21 main:574] : INFO : Epoch 1966 | loss: 0.0311539 | val_loss: 0.0311661 | Time: 1479.12 ms
[2022-02-07 13:53:23 main:574] : INFO : Epoch 1967 | loss: 0.0311546 | val_loss: 0.0311654 | Time: 1479.95 ms
[2022-02-07 13:53:24 main:574] : INFO : Epoch 1968 | loss: 0.0311536 | val_loss: 0.031164 | Time: 1476.69 ms
[2022-02-07 13:53:26 main:574] : INFO : Epoch 1969 | loss: 0.0311639 | val_loss: 0.0311701 | Time: 1486.24 ms
[2022-02-07 13:53:27 main:574] : INFO : Epoch 1970 | loss: 0.0311684 | val_loss: 0.031171 | Time: 1476.89 ms
[2022-02-07 13:53:28 main:574] : INFO : Epoch 1971 | loss: 0.0311684 | val_loss: 0.03117 | Time: 1474.57 ms
[2022-02-07 13:53:30 main:574] : INFO : Epoch 1972 | loss: 0.0311671 | val_loss: 0.0311702 | Time: 1477.93 ms
[2022-02-07 13:53:31 main:574] : INFO : Epoch 1973 | loss: 0.031165 | val_loss: 0.0311733 | Time: 1481.25 ms
[2022-02-07 13:53:33 main:574] : INFO : Epoch 1974 | loss: 0.0311631 | val_loss: 0.031168 | Time: 1476.91 ms
[2022-02-07 13:53:34 main:574] : INFO : Epoch 1975 | loss: 0.0311616 | val_loss: 0.0311706 | Time: 1487.11 ms
[2022-02-07 13:53:36 main:574] : INFO : Epoch 1976 | loss: 0.0311614 | val_loss: 0.0311667 | Time: 1477.21 ms
[2022-02-07 13:53:37 main:574] : INFO : Epoch 1977 | loss: 0.0311643 | val_loss: 0.0311781 | Time: 1485.36 ms
[2022-02-07 13:53:39 main:574] : INFO : Epoch 1978 | loss: 0.0311637 | val_loss: 0.0311695 | Time: 1475.38 ms
[2022-02-07 13:53:40 main:574] : INFO : Epoch 1979 | loss: 0.0311601 | val_loss: 0.0311661 | Time: 1479.97 ms
[2022-02-07 13:53:42 main:574] : INFO : Epoch 1980 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 1479.58 ms
[2022-02-07 13:53:43 main:574] : INFO : Epoch 1981 | loss: 0.0311579 | val_loss: 0.0311683 | Time: 1477.83 ms
[2022-02-07 13:53:45 main:574] : INFO : Epoch 1982 | loss: 0.0311584 | val_loss: 0.0311671 | Time: 1476.04 ms
[2022-02-07 13:53:46 main:574] : INFO : Epoch 1983 | loss: 0.0311559 | val_loss: 0.0311677 | Time: 1474.94 ms
[2022-02-07 13:53:48 main:574] : INFO : Epoch 1984 | loss: 0.0311576 | val_loss: 0.0311696 | Time: 1470.78 ms
[2022-02-07 13:53:49 main:574] : INFO : Epoch 1985 | loss: 0.0311575 | val_loss: 0.0311671 | Time: 1477.41 ms
[2022-02-07 13:53:51 main:574] : INFO : Epoch 1986 | loss: 0.0311573 | val_loss: 0.031168 | Time: 1476.65 ms
[2022-02-07 13:53:52 main:574] : INFO : Epoch 1987 | loss: 0.0311587 | val_loss: 0.031173 | Time: 1473.95 ms
[2022-02-07 13:53:54 main:574] : INFO : Epoch 1988 | loss: 0.0311562 | val_loss: 0.0311704 | Time: 1481.52 ms
[2022-02-07 13:53:55 main:574] : INFO : Epoch 1989 | loss: 0.0311546 | val_loss: 0.0311673 | Time: 1477.11 ms
[2022-02-07 13:53:57 main:574] : INFO : Epoch 1990 | loss: 0.0311533 | val_loss: 0.031167 | Time: 1483.28 ms
[2022-02-07 13:53:58 main:574] : INFO : Epoch 1991 | loss: 0.0311531 | val_loss: 0.0311668 | Time: 1479.6 ms
[2022-02-07 13:54:00 main:574] : INFO : Epoch 1992 | loss: 0.031153 | val_loss: 0.0311676 | Time: 1476.09 ms
[2022-02-07 13:54:01 main:574] : INFO : Epoch 1993 | loss: 0.0311531 | val_loss: 0.031169 | Time: 1477.43 ms
[2022-02-07 13:54:03 main:574] : INFO : Epoch 1994 | loss: 0.0311525 | val_loss: 0.0311716 | Time: 1479.32 ms
[2022-02-07 13:54:04 main:574] : INFO : Epoch 1995 | loss: 0.0311561 | val_loss: 0.031171 | Time: 1481.95 ms
[2022-02-07 13:54:05 main:574] : INFO : Epoch 1996 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 1479.59 ms
[2022-02-07 13:54:07 main:574] : INFO : Epoch 1997 | loss: 0.0311517 | val_loss: 0.0311656 | Time: 1471.68 ms
[2022-02-07 13:54:08 main:574] : INFO : Epoch 1998 | loss: 0.0311534 | val_loss: 0.0311651 | Time: 1474.38 ms
[2022-02-07 13:54:10 main:574] : INFO : Epoch 1999 | loss: 0.0311519 | val_loss: 0.0311676 | Time: 1470.89 ms
[2022-02-07 13:54:11 main:574] : INFO : Epoch 2000 | loss: 0.0311532 | val_loss: 0.0311624 | Time: 1473.67 ms
[2022-02-07 13:54:13 main:574] : INFO : Epoch 2001 | loss: 0.0311534 | val_loss: 0.031167 | Time: 1469.47 ms
[2022-02-07 13:54:14 main:574] : INFO : Epoch 2002 | loss: 0.0311534 | val_loss: 0.0311654 | Time: 1449.47 ms
[2022-02-07 13:54:16 main:574] : INFO : Epoch 2003 | loss: 0.0311542 | val_loss: 0.0311712 | Time: 1467.44 ms
[2022-02-07 13:54:17 main:574] : INFO : Epoch 2004 | loss: 0.0311554 | val_loss: 0.0311707 | Time: 1448.65 ms
[2022-02-07 13:54:19 main:574] : INFO : Epoch 2005 | loss: 0.0311516 | val_loss: 0.0311653 | Time: 1448.2 ms
[2022-02-07 13:54:20 main:574] : INFO : Epoch 2006 | loss: 0.0311521 | val_loss: 0.0311696 | Time: 1460.63 ms
[2022-02-07 13:54:22 main:574] : INFO : Epoch 2007 | loss: 0.0311514 | val_loss: 0.0311689 | Time: 1455.17 ms
[2022-02-07 13:54:23 main:574] : INFO : Epoch 2008 | loss: 0.0311502 | val_loss: 0.0311661 | Time: 1458.21 ms
[2022-02-07 13:54:24 main:574] : INFO : Epoch 2009 | loss: 0.0311497 | val_loss: 0.0311674 | Time: 1453.44 ms
[2022-02-07 13:54:26 main:574] : INFO : Epoch 2010 | loss: 0.0311511 | val_loss: 0.0311696 | Time: 1463.27 ms
[2022-02-07 13:54:27 main:574] : INFO : Epoch 2011 | loss: 0.0311505 | val_loss: 0.031168 | Time: 1458.58 ms
[2022-02-07 13:54:29 main:574] : INFO : Epoch 2012 | loss: 0.031149 | val_loss: 0.0311631 | Time: 1455.05 ms
[2022-02-07 13:54:30 main:574] : INFO : Epoch 2013 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 1451.51 ms
[2022-02-07 13:54:32 main:574] : INFO : Epoch 2014 | loss: 0.0311486 | val_loss: 0.031172 | Time: 1457.68 ms
[2022-02-07 13:54:33 main:574] : INFO : Epoch 2015 | loss: 0.0311551 | val_loss: 0.0311675 | Time: 1445.55 ms
[2022-02-07 13:54:35 main:574] : INFO : Epoch 2016 | loss: 0.0311568 | val_loss: 0.031166 | Time: 1469.58 ms
[2022-02-07 13:54:36 main:574] : INFO : Epoch 2017 | loss: 0.0311564 | val_loss: 0.031167 | Time: 1457.72 ms
[2022-02-07 13:54:38 main:574] : INFO : Epoch 2018 | loss: 0.0311537 | val_loss: 0.031164 | Time: 1454.98 ms
[2022-02-07 13:54:39 main:574] : INFO : Epoch 2019 | loss: 0.0311563 | val_loss: 0.0311706 | Time: 1454.28 ms
[2022-02-07 13:54:41 main:574] : INFO : Epoch 2020 | loss: 0.0311527 | val_loss: 0.0311653 | Time: 1450.04 ms
[2022-02-07 13:54:42 main:574] : INFO : Epoch 2021 | loss: 0.0311499 | val_loss: 0.0311639 | Time: 1458.33 ms
[2022-02-07 13:54:43 main:574] : INFO : Epoch 2022 | loss: 0.03115 | val_loss: 0.0311748 | Time: 1447.52 ms
[2022-02-07 13:54:45 main:574] : INFO : Epoch 2023 | loss: 0.0311517 | val_loss: 0.0311694 | Time: 1456.91 ms
[2022-02-07 13:54:46 main:574] : INFO : Epoch 2024 | loss: 0.0311508 | val_loss: 0.0311701 | Time: 1465.58 ms
[2022-02-07 13:54:48 main:574] : INFO : Epoch 2025 | loss: 0.0311508 | val_loss: 0.0311682 | Time: 1442.82 ms
[2022-02-07 13:54:50 main:574] : INFO : Epoch 2026 | loss: 0.0311493 | val_loss: 0.0311699 | Time: 1446.8 ms
[2022-02-07 13:54:52 main:574] : INFO : Epoch 2027 | loss: 0.0311488 | val_loss: 0.0311648 | Time: 1461.68 ms
[2022-02-07 13:54:53 main:574] : INFO : Epoch 2028 | loss: 0.0311529 | val_loss: 0.0311658 | Time: 1446.34 ms
[2022-02-07 13:54:55 main:574] : INFO : Epoch 2029 | loss: 0.0311553 | val_loss: 0.0311693 | Time: 1453.24 ms
[2022-02-07 13:54:56 main:574] : INFO : Epoch 2030 | loss: 0.0311546 | val_loss: 0.0311663 | Time: 1456.47 ms
[2022-02-07 13:54:57 main:574] : INFO : Epoch 2031 | loss: 0.0311528 | val_loss: 0.0311637 | Time: 1450.37 ms
[2022-02-07 13:54:59 main:574] : INFO : Epoch 2032 | loss: 0.0311569 | val_loss: 0.0311681 | Time: 1466.59 ms
[2022-02-07 13:55:00 main:574] : INFO : Epoch 2033 | loss: 0.0311648 | val_loss: 0.0311695 | Time: 1445.4 ms
[2022-02-07 13:55:02 main:574] : INFO : Epoch 2034 | loss: 0.031163 | val_loss: 0.0311699 | Time: 1459.46 ms
[2022-02-07 13:55:03 main:574] : INFO : Epoch 2035 | loss: 0.0311608 | val_loss: 0.0311689 | Time: 1464.66 ms
[2022-02-07 13:55:05 main:574] : INFO : Epoch 2036 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 1446.71 ms
[2022-02-07 13:55:06 main:574] : INFO : Epoch 2037 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 1463.04 ms
[2022-02-07 13:55:08 main:574] : INFO : Epoch 2038 | loss: 0.0311584 | val_loss: 0.0311692 | Time: 1451.71 ms
[2022-02-07 13:55:09 main:574] : INFO : Epoch 2039 | loss: 0.0311591 | val_loss: 0.031171 | Time: 1454 ms
[2022-02-07 13:55:11 main:574] : INFO : Epoch 2040 | loss: 0.0311633 | val_loss: 0.031174 | Time: 1461.18 ms
[2022-02-07 13:55:12 main:574] : INFO : Epoch 2041 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 1448.23 ms
[2022-02-07 13:55:14 main:574] : INFO : Epoch 2042 | loss: 0.0311605 | val_loss: 0.0311728 | Time: 1462.93 ms
[2022-02-07 13:55:15 main:574] : INFO : Epoch 2043 | loss: 0.0311592 | val_loss: 0.0311711 | Time: 1455.36 ms
[2022-02-07 13:55:16 main:574] : INFO : Epoch 2044 | loss: 0.0311594 | val_loss: 0.0311701 | Time: 1449.62 ms
[2022-02-07 13:55:18 main:574] : INFO : Epoch 2045 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 1461.96 ms
[2022-02-07 13:55:19 main:574] : INFO : Epoch 2046 | loss: 0.0311607 | val_loss: 0.0311687 | Time: 1450.2 ms
[2022-02-07 13:55:21 main:574] : INFO : Epoch 2047 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 1460.9 ms
[2022-02-07 13:55:22 main:574] : INFO : Epoch 2048 | loss: 0.0311597 | val_loss: 0.0311686 | Time: 1451.14 ms
[2022-02-07 13:55:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311686
[2022-02-07 13:55:22 main:603] : INFO : Saving end state to config to file
[2022-02-07 13:55:22 main:608] : INFO : Success, exiting..
13:55:22 (17320): 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)