Task 4060258
| Name | ParityModified-1612726857-3502-1_0 |
| Workunit | 2183848 |
| Created | 14 Feb 2021, 20:53:09 UTC |
| Sent | 28 Feb 2021, 9:32:11 UTC |
| Report deadline | 7 Mar 2021, 9:32:11 UTC |
| Received | 29 May 2021, 21:44:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6538 |
| Run time | 1 hours 23 min 55 sec |
| CPU time | 1 hours 18 min 29 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 11,341.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 3-03 14:26:35 main:574] : INFO : Epoch 1632 | loss: 0.0312442 | val_loss: 0.0312424 | Time: 2317.02 ms [2021-03-03 14:26:38 main:574] : INFO : Epoch 1633 | loss: 0.0312439 | val_loss: 0.0312423 | Time: 2310.1 ms [2021-03-03 14:26:40 main:574] : INFO : Epoch 1634 | loss: 0.0312469 | val_loss: 0.0312443 | Time: 2314.12 ms [2021-03-03 14:26:42 main:574] : INFO : Epoch 1635 | loss: 0.0312467 | val_loss: 0.0312438 | Time: 2319.95 ms [2021-03-03 14:26:45 main:574] : INFO : Epoch 1636 | loss: 0.0312448 | val_loss: 0.0312423 | Time: 2322.34 ms [2021-03-03 14:26:47 main:574] : INFO : Epoch 1637 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2314.43 ms [2021-03-03 14:26:49 main:574] : INFO : Epoch 1638 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 2316.33 ms [2021-03-03 14:26:52 main:574] : INFO : Epoch 1639 | loss: 0.0312462 | val_loss: 0.031245 | Time: 2320.08 ms [2021-03-03 14:26:54 main:574] : INFO : Epoch 1640 | loss: 0.0312439 | val_loss: 0.0312427 | Time: 2316.68 ms [2021-03-03 14:26:56 main:574] : INFO : Epoch 1641 | loss: 0.0312442 | val_loss: 0.0312424 | Time: 2325.82 ms [2021-03-03 14:26:59 main:574] : INFO : Epoch 1642 | loss: 0.0312433 | val_loss: 0.031242 | Time: 2320.36 ms [2021-03-03 14:27:01 main:574] : INFO : Epoch 1643 | loss: 0.0312438 | val_loss: 0.031242 | Time: 2321.64 ms [2021-03-03 14:27:03 main:574] : INFO : Epoch 1644 | loss: 0.0312437 | val_loss: 0.031242 | Time: 2312.05 ms [2021-03-03 14:27:06 main:574] : INFO : Epoch 1645 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 2318.02 ms [2021-03-03 14:27:08 main:574] : INFO : Epoch 1646 | loss: 0.0312433 | val_loss: 0.0312418 | Time: 2317.87 ms [2021-03-03 14:27:10 main:574] : INFO : Epoch 1647 | loss: 0.0312437 | val_loss: 0.0312418 | Time: 2320.22 ms [2021-03-03 14:27:13 main:574] : INFO : Epoch 1648 | loss: 0.0312438 | val_loss: 0.031242 | Time: 2315.73 ms [2021-03-03 14:27:15 main:574] : INFO : Epoch 1649 | loss: 0.0312432 | val_loss: 0.0312454 | Time: 2318.33 ms [2021-03-03 14:27:17 main:574] : INFO : Epoch 1650 | loss: 0.0312455 | val_loss: 0.0312442 | Time: 2308.14 ms [2021-03-03 14:27:20 main:574] : INFO : Epoch 1651 | loss: 0.031244 | val_loss: 0.0312423 | Time: 2316.59 ms [2021-03-03 14:27:22 main:574] : INFO : Epoch 1652 | loss: 0.0312436 | val_loss: 0.031242 | Time: 2317.9 ms [2021-03-03 14:27:24 main:574] : INFO : Epoch 1653 | loss: 0.0312433 | val_loss: 0.031242 | Time: 2314.63 ms [2021-03-03 14:27:27 main:574] : INFO : Epoch 1654 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 2313.31 ms [2021-03-03 14:27:29 main:574] : INFO : Epoch 1655 | loss: 0.0312435 | val_loss: 0.0312419 | Time: 2319.55 ms [2021-03-03 14:27:31 main:574] : INFO : Epoch 1656 | loss: 0.0312433 | val_loss: 0.0312418 | Time: 2322.35 ms [2021-03-03 14:27:34 main:574] : INFO : Epoch 1657 | loss: 0.031244 | val_loss: 0.0312423 | Time: 2323 ms [2021-03-03 14:27:36 main:574] : INFO : Epoch 1658 | loss: 0.0312437 | val_loss: 0.0312421 | Time: 2321.05 ms [2021-03-03 14:27:38 main:574] : INFO : Epoch 1659 | loss: 0.0312434 | val_loss: 0.031242 | Time: 2316.54 ms [2021-03-03 14:27:41 main:574] : INFO : Epoch 1660 | loss: 0.0312445 | val_loss: 0.0312454 | Time: 2310.83 ms [2021-03-03 14:27:43 main:574] : INFO : Epoch 1661 | loss: 0.0312446 | val_loss: 0.0312458 | Time: 2311.21 ms [2021-03-03 14:27:45 main:574] : INFO : Epoch 1662 | loss: 0.0312447 | val_loss: 0.0312419 | Time: 2309.7 ms [2021-03-03 14:27:48 main:574] : INFO : Epoch 1663 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 2324.27 ms [2021-03-03 14:27:50 main:574] : INFO : Epoch 1664 | loss: 0.0312447 | val_loss: 0.0312432 | Time: 2313.18 ms [2021-03-03 14:27:52 main:574] : INFO : Epoch 1665 | loss: 0.0312451 | val_loss: 0.031244 | Time: 2319.76 ms [2021-03-03 14:27:55 main:574] : INFO : Epoch 1666 | loss: 0.0312445 | val_loss: 0.0312427 | Time: 2319.11 ms [2021-03-03 14:27:57 main:574] : INFO : Epoch 1667 | loss: 0.0312438 | val_loss: 0.0312424 | Time: 2314.67 ms [2021-03-03 14:27:59 main:574] : INFO : Epoch 1668 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 2317.33 ms [2021-03-03 14:28:02 main:574] : INFO : Epoch 1669 | loss: 0.0312448 | val_loss: 0.0312425 | Time: 2322.98 ms [2021-03-03 14:28:04 main:574] : INFO : Epoch 1670 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 2322.28 ms [2021-03-03 14:28:06 main:574] : INFO : Epoch 1671 | loss: 0.031246 | val_loss: 0.0312448 | Time: 2318.99 ms [2021-03-03 14:28:09 main:574] : INFO : Epoch 1672 | loss: 0.0312446 | val_loss: 0.0312435 | Time: 2322.4 ms [2021-03-03 14:28:11 main:574] : INFO : Epoch 1673 | loss: 0.0312466 | val_loss: 0.0312426 | Time: 2316.85 ms [2021-03-03 14:28:13 main:574] : INFO : Epoch 1674 | loss: 0.0312452 | val_loss: 0.0312422 | Time: 2318.76 ms [2021-03-03 14:28:16 main:574] : INFO : Epoch 1675 | loss: 0.0312434 | val_loss: 0.0312431 | Time: 2313.75 ms [2021-03-03 14:28:18 main:574] : INFO : Epoch 1676 | loss: 0.0312438 | val_loss: 0.0312422 | Time: 2314.17 ms [2021-03-03 14:28:20 main:574] : INFO : Epoch 1677 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 2312.44 ms [2021-03-03 14:28:23 main:574] : INFO : Epoch 1678 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 2315.45 ms [2021-03-03 14:28:25 main:574] : INFO : Epoch 1679 | loss: 0.0312443 | val_loss: 0.0312448 | Time: 2315.78 ms [2021-03-03 14:28:27 main:574] : INFO : Epoch 1680 | loss: 0.0312476 | val_loss: 0.0312488 | Time: 2317.44 ms [2021-03-03 14:28:30 main:574] : INFO : Epoch 1681 | loss: 0.0312444 | val_loss: 0.0312423 | Time: 2316.64 ms [2021-03-03 14:28:32 main:574] : INFO : Epoch 1682 | loss: 0.0312438 | val_loss: 0.0312433 | Time: 2313.65 ms [2021-03-03 14:28:34 main:574] : INFO : Epoch 1683 | loss: 0.0312436 | val_loss: 0.0312424 | Time: 2323.06 ms [2021-03-03 14:28:37 main:574] : INFO : Epoch 1684 | loss: 0.0312441 | val_loss: 0.0312457 | Time: 2320.83 ms [2021-03-03 14:28:39 main:574] : INFO : Epoch 1685 | loss: 0.0312454 | val_loss: 0.0312434 | Time: 2315.79 ms [2021-03-03 14:28:41 main:574] : INFO : Epoch 1686 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 2317.76 ms [2021-03-03 14:28:44 main:574] : INFO : Epoch 1687 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 2315.98 ms [2021-03-03 14:28:46 main:574] : INFO : Epoch 1688 | loss: 0.0312446 | val_loss: 0.0312423 | Time: 2316.33 ms [2021-03-03 14:28:48 main:574] : INFO : Epoch 1689 | loss: 0.0312441 | val_loss: 0.0312426 | Time: 2315.87 ms [2021-03-03 14:28:51 main:574] : INFO : Epoch 1690 | loss: 0.0312437 | val_loss: 0.0312418 | Time: 2312.11 ms [2021-03-03 14:28:53 main:574] : INFO : Epoch 1691 | loss: 0.0312447 | val_loss: 0.0312437 | Time: 2317.85 ms [2021-03-03 14:28:55 main:574] : INFO : Epoch 1692 | loss: 0.031245 | val_loss: 0.0312434 | Time: 2322.99 ms [2021-03-03 14:28:58 main:574] : INFO : Epoch 1693 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 2309.33 ms [2021-03-03 14:29:00 main:574] : INFO : Epoch 1694 | loss: 0.0312445 | val_loss: 0.0312436 | Time: 2313.93 ms [2021-03-03 14:29:02 main:574] : INFO : Epoch 1695 | loss: 0.031244 | val_loss: 0.0312429 | Time: 2320.37 ms [2021-03-03 14:29:05 main:574] : INFO : Epoch 1696 | loss: 0.0312463 | val_loss: 0.0312443 | Time: 2319.73 ms [2021-03-03 14:29:07 main:574] : INFO : Epoch 1697 | loss: 0.0312458 | val_loss: 0.0312423 | Time: 2320.52 ms [2021-03-03 14:29:09 main:574] : INFO : Epoch 1698 | loss: 0.0312436 | val_loss: 0.0312418 | Time: 2326.47 ms [2021-03-03 14:29:12 main:574] : INFO : Epoch 1699 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 2322.89 ms [2021-03-03 14:29:14 main:574] : INFO : Epoch 1700 | loss: 0.0312455 | val_loss: 0.0312429 | Time: 2315.93 ms [2021-03-03 14:29:16 main:574] : INFO : Epoch 1701 | loss: 0.0312448 | val_loss: 0.0312422 | Time: 2313.61 ms [2021-03-03 14:29:19 main:574] : INFO : Epoch 1702 | loss: 0.0312434 | val_loss: 0.0312418 | Time: 2316.89 ms [2021-03-03 14:29:21 main:574] : INFO : Epoch 1703 | loss: 0.031244 | val_loss: 0.0312432 | Time: 2316.97 ms [2021-03-03 14:29:23 main:574] : INFO : Epoch 1704 | loss: 0.031244 | val_loss: 0.0312421 | Time: 2316.23 ms [2021-03-03 14:29:26 main:574] : INFO : Epoch 1705 | loss: 0.0312442 | val_loss: 0.0312453 | Time: 2316.53 ms [2021-03-03 14:29:28 main:574] : INFO : Epoch 1706 | loss: 0.0312446 | val_loss: 0.0312435 | Time: 2323.24 ms [2021-03-03 14:29:30 main:574] : INFO : Epoch 1707 | loss: 0.0312442 | val_loss: 0.031242 | Time: 2319.26 ms [2021-03-03 14:29:33 main:574] : INFO : Epoch 1708 | loss: 0.0312433 | val_loss: 0.031242 | Time: 2317.3 ms [2021-03-03 14:29:35 main:574] : INFO : Epoch 1709 | loss: 0.0312445 | val_loss: 0.0312431 | Time: 2317.95 ms [2021-03-03 14:29:37 main:574] : INFO : Epoch 1710 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 2315.93 ms [2021-03-03 14:29:40 main:574] : INFO : Epoch 1711 | loss: 0.0312448 | val_loss: 0.0312422 | Time: 2325.01 ms [2021-03-03 14:29:42 main:574] : INFO : Epoch 1712 | loss: 0.0312479 | val_loss: 0.0312453 | Time: 2317.33 ms [2021-03-03 14:29:44 main:574] : INFO : Epoch 1713 | loss: 0.0312471 | val_loss: 0.0312455 | Time: 2316.92 ms [2021-03-03 14:29:47 main:574] : INFO : Epoch 1714 | loss: 0.0312446 | val_loss: 0.0312424 | Time: 2320.51 ms [2021-03-03 14:29:49 main:574] : INFO : Epoch 1715 | loss: 0.0312443 | val_loss: 0.031242 | Time: 2316.85 ms [2021-03-03 14:29:51 main:574] : INFO : Epoch 1716 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 2311.95 ms [2021-03-03 14:29:54 main:574] : INFO : Epoch 1717 | loss: 0.0312438 | val_loss: 0.0312429 | Time: 2323.98 ms [2021-03-03 14:29:56 main:574] : INFO : Epoch 1718 | loss: 0.031244 | val_loss: 0.0312431 | Time: 2311.07 ms [2021-03-03 14:29:58 main:574] : INFO : Epoch 1719 | loss: 0.0312439 | val_loss: 0.0312422 | Time: 2319.5 ms [2021-03-03 14:30:01 main:574] : INFO : Epoch 1720 | loss: 0.0312438 | val_loss: 0.0312423 | Time: 2308.91 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2080 SUPER) [2021-03-04 06:30:01 main:435] : INFO : Set logging level to 1 [2021-03-04 06:30:01 main:441] : INFO : Running in BOINC Client mode [2021-03-04 06:30:01 main:444] : INFO : Resolving all filenames [2021-03-04 06:30:01 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-03-04 06:30:01 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612726857-3502-1_0_r857332641_1 (exists = 1) [2021-03-04 06:30:01 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612726857-3502-1_0_r857332641_0 (exists = 0) [2021-03-04 06:30:01 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612726857-3502-1 (exists = 1) [2021-03-04 06:30:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-03-04 06:30:01 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-03-04 06:30:01 main:474] : INFO : Configuration: [2021-03-04 06:30:01 main:475] : INFO : Model type: GRU [2021-03-04 06:30:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-03-04 06:30:01 main:477] : INFO : Max Epochs: 2048 [2021-03-04 06:30:01 main:478] : INFO : Batch Size: 128 [2021-03-04 06:30:01 main:479] : INFO : Learning Rate: 0.01 [2021-03-04 06:30:01 main:480] : INFO : Patience: 10 [2021-03-04 06:30:01 main:481] : INFO : Hidden Width: 12 [2021-03-04 06:30:01 main:482] : INFO : # Recurrent Layers: 4 [2021-03-04 06:30:01 main:483] : INFO : # Backend Layers: 4 [2021-03-04 06:30:01 main:484] : INFO : # Threads: 1 [2021-03-04 06:30:01 main:486] : INFO : Preparing Dataset [2021-03-04 06:30:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-03-04 06:30:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-03-04 06:30:03 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-03-04 06:30:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-03-04 06:30:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-03-04 06:30:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-03-04 06:30:03 main:494] : INFO : Creating Model [2021-03-04 06:30:03 main:507] : INFO : Preparing config file [2021-03-04 06:30:03 main:511] : INFO : Found checkpoint, attempting to load... [2021-03-04 06:30:03 main:512] : INFO : Loading config [2021-03-04 06:30:03 main:514] : INFO : Loading state [2021-03-04 06:30:04 main:559] : INFO : Loading DataLoader into Memory [2021-03-04 06:30:04 main:562] : INFO : Starting Training [2021-03-04 06:30:07 main:574] : INFO : Epoch 1703 | loss: 0.0312805 | val_loss: 0.031255 | Time: 2594.25 ms [2021-03-04 06:30:09 main:574] : INFO : Epoch 1704 | loss: 0.0312485 | val_loss: 0.0312463 | Time: 2275.74 ms [2021-03-04 06:30:11 main:574] : INFO : Epoch 1705 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 2279.12 ms [2021-03-04 06:30:14 main:574] : INFO : Epoch 1706 | loss: 0.0312446 | val_loss: 0.0312418 | Time: 2274.59 ms [2021-03-04 06:30:16 main:574] : INFO : Epoch 1707 | loss: 0.0312446 | val_loss: 0.0312434 | Time: 2295.81 ms [2021-03-04 06:30:18 main:574] : INFO : Epoch 1708 | loss: 0.0312447 | val_loss: 0.0312413 | Time: 2296.44 ms [2021-03-04 06:30:21 main:574] : INFO : Epoch 1709 | loss: 0.031244 | val_loss: 0.0312416 | Time: 2286.27 ms [2021-03-04 06:30:23 main:574] : INFO : Epoch 1710 | loss: 0.0312443 | val_loss: 0.0312418 | Time: 2292.09 ms [2021-03-04 06:30:25 main:574] : INFO : Epoch 1711 | loss: 0.0312447 | val_loss: 0.0312415 | Time: 2290.22 ms [2021-03-04 06:30:28 main:574] : INFO : Epoch 1712 | loss: 0.0312444 | val_loss: 0.0312412 | Time: 2281.95 ms [2021-03-04 06:30:30 main:574] : INFO : Epoch 1713 | loss: 0.0312452 | val_loss: 0.0312462 | Time: 2291.14 ms [2021-03-04 06:30:32 main:574] : INFO : Epoch 1714 | loss: 0.0312457 | val_loss: 0.031243 | Time: 2280.06 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2080 SUPER) [2021-05-29 23:26:54 main:435] : INFO : Set logging level to 1 [2021-05-29 23:26:54 main:441] : INFO : Running in BOINC Client mode [2021-05-29 23:26:54 main:444] : INFO : Resolving all filenames [2021-05-29 23:26:54 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-29 23:26:54 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612726857-3502-1_0_r857332641_1 (exists = 1) [2021-05-29 23:26:54 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612726857-3502-1_0_r857332641_0 (exists = 0) [2021-05-29 23:26:54 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612726857-3502-1 (exists = 1) [2021-05-29 23:26:54 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-29 23:26:54 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-29 23:26:54 main:474] : INFO : Configuration: [2021-05-29 23:26:54 main:475] : INFO : Model type: GRU [2021-05-29 23:26:54 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-29 23:26:54 main:477] : INFO : Max Epochs: 2048 [2021-05-29 23:26:54 main:478] : INFO : Batch Size: 128 [2021-05-29 23:26:54 main:479] : INFO : Learning Rate: 0.01 [2021-05-29 23:26:54 main:480] : INFO : Patience: 10 [2021-05-29 23:26:54 main:481] : INFO : Hidden Width: 12 [2021-05-29 23:26:54 main:482] : INFO : # Recurrent Layers: 4 [2021-05-29 23:26:54 main:483] : INFO : # Backend Layers: 4 [2021-05-29 23:26:54 main:484] : INFO : # Threads: 1 [2021-05-29 23:26:54 main:486] : INFO : Preparing Dataset [2021-05-29 23:26:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-29 23:26:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-29 23:26:57 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-29 23:26:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-29 23:26:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-29 23:26:57 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-29 23:26:57 main:494] : INFO : Creating Model [2021-05-29 23:26:57 main:507] : INFO : Preparing config file [2021-05-29 23:26:57 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-29 23:26:57 main:512] : INFO : Loading config [2021-05-29 23:26:57 main:514] : INFO : Loading state [2021-05-29 23:26:59 main:559] : INFO : Loading DataLoader into Memory [2021-05-29 23:26:59 main:562] : INFO : Starting Training [2021-05-29 23:27:02 main:574] : INFO : Epoch 1703 | loss: 0.0312785 | val_loss: 0.0312524 | Time: 2921 ms [2021-05-29 23:27:05 main:574] : INFO : Epoch 1704 | loss: 0.0312488 | val_loss: 0.0312444 | Time: 2324.63 ms [2021-05-29 23:27:07 main:574] : INFO : Epoch 1705 | loss: 0.0312458 | val_loss: 0.0312436 | Time: 2300.45 ms [2021-05-29 23:27:09 main:574] : INFO : Epoch 1706 | loss: 0.0312447 | val_loss: 0.0312418 | Time: 2317.64 ms [2021-05-29 23:27:12 main:574] : INFO : Epoch 1707 | loss: 0.0312435 | val_loss: 0.0312412 | Time: 2313.31 ms [2021-05-29 23:27:14 main:574] : INFO : Epoch 1708 | loss: 0.0312445 | val_loss: 0.0312424 | Time: 2296.86 ms [2021-05-29 23:27:16 main:574] : INFO : Epoch 1709 | loss: 0.031244 | val_loss: 0.0312427 | Time: 2317.44 ms [2021-05-29 23:27:19 main:574] : INFO : Epoch 1710 | loss: 0.031245 | val_loss: 0.0312416 | Time: 2298.33 ms [2021-05-29 23:27:21 main:574] : INFO : Epoch 1711 | loss: 0.0312449 | val_loss: 0.0312421 | Time: 2324.02 ms [2021-05-29 23:27:23 main:574] : INFO : Epoch 1712 | loss: 0.0312443 | val_loss: 0.0312428 | Time: 2299.72 ms [2021-05-29 23:27:25 main:574] : INFO : Epoch 1713 | loss: 0.0312442 | val_loss: 0.0312435 | Time: 2323.14 ms [2021-05-29 23:27:28 main:574] : INFO : Epoch 1714 | loss: 0.0312448 | val_loss: 0.0312478 | Time: 2298.56 ms [2021-05-29 23:27:30 main:574] : INFO : Epoch 1715 | loss: 0.0312447 | val_loss: 0.0312412 | Time: 2321.18 ms [2021-05-29 23:27:32 main:574] : INFO : Epoch 1716 | loss: 0.0312454 | val_loss: 0.0312427 | Time: 2298.19 ms [2021-05-29 23:27:35 main:574] : INFO : Epoch 1717 | loss: 0.0312451 | val_loss: 0.0312438 | Time: 2326.37 ms [2021-05-29 23:27:37 main:574] : INFO : Epoch 1718 | loss: 0.0312448 | val_loss: 0.0312434 | Time: 2300.98 ms [2021-05-29 23:27:39 main:574] : INFO : Epoch 1719 | loss: 0.0312452 | val_loss: 0.0312409 | Time: 2315.87 ms [2021-05-29 23:27:42 main:574] : INFO : Epoch 1720 | loss: 0.0312439 | val_loss: 0.0312411 | Time: 2300.93 ms [2021-05-29 23:27:44 main:574] : INFO : Epoch 1721 | loss: 0.0312438 | val_loss: 0.0312408 | Time: 2297.14 ms [2021-05-29 23:27:46 main:574] : INFO : Epoch 1722 | loss: 0.0312443 | val_loss: 0.031242 | Time: 2337.89 ms [2021-05-29 23:27:49 main:574] : INFO : Epoch 1723 | loss: 0.0312439 | val_loss: 0.0312408 | Time: 2298.96 ms [2021-05-29 23:27:51 main:574] : INFO : Epoch 1724 | loss: 0.0312438 | val_loss: 0.0312418 | Time: 2330.62 ms [2021-05-29 23:27:53 main:574] : INFO : Epoch 1725 | loss: 0.0312441 | val_loss: 0.0312408 | Time: 2298.61 ms [2021-05-29 23:27:56 main:574] : INFO : Epoch 1726 | loss: 0.0312438 | val_loss: 0.0312412 | Time: 2319.61 ms [2021-05-29 23:27:58 main:574] : INFO : Epoch 1727 | loss: 0.031244 | val_loss: 0.0312418 | Time: 2301.25 ms [2021-05-29 23:28:00 main:574] : INFO : Epoch 1728 | loss: 0.0312439 | val_loss: 0.0312431 | Time: 2323.77 ms [2021-05-29 23:28:03 main:574] : INFO : Epoch 1729 | loss: 0.0312441 | val_loss: 0.0312413 | Time: 2294.33 ms [2021-05-29 23:28:05 main:574] : INFO : Epoch 1730 | loss: 0.031244 | val_loss: 0.0312412 | Time: 2335 ms [2021-05-29 23:28:07 main:574] : INFO : Epoch 1731 | loss: 0.0312445 | val_loss: 0.031246 | Time: 2295.17 ms [2021-05-29 23:28:10 main:574] : INFO : Epoch 1732 | loss: 0.0312446 | val_loss: 0.0312406 | Time: 2330.07 ms [2021-05-29 23:28:12 main:574] : INFO : Epoch 1733 | loss: 0.0312434 | val_loss: 0.0312423 | Time: 2299.71 ms [2021-05-29 23:28:14 main:574] : INFO : Epoch 1734 | loss: 0.0312441 | val_loss: 0.0312431 | Time: 2308.8 ms [2021-05-29 23:28:16 main:574] : INFO : Epoch 1735 | loss: 0.0312462 | val_loss: 0.0312435 | Time: 2311.5 ms [2021-05-29 23:28:19 main:574] : INFO : Epoch 1736 | loss: 0.0312446 | val_loss: 0.0312417 | Time: 2297.31 ms [2021-05-29 23:28:21 main:574] : INFO : Epoch 1737 | loss: 0.0312437 | val_loss: 0.0312414 | Time: 2321.44 ms [2021-05-29 23:28:23 main:574] : INFO : Epoch 1738 | loss: 0.0312438 | val_loss: 0.0312421 | Time: 2298.73 ms [2021-05-29 23:28:26 main:574] : INFO : Epoch 1739 | loss: 0.0312453 | val_loss: 0.0312411 | Time: 2325.06 ms [2021-05-29 23:28:28 main:574] : INFO : Epoch 1740 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 2297.72 ms [2021-05-29 23:28:30 main:574] : INFO : Epoch 1741 | loss: 0.0312436 | val_loss: 0.0312429 | Time: 2323.69 ms [2021-05-29 23:28:33 main:574] : INFO : Epoch 1742 | loss: 0.0312451 | val_loss: 0.0312449 | Time: 2301.66 ms [2021-05-29 23:28:35 main:574] : INFO : Epoch 1743 | loss: 0.0312446 | val_loss: 0.0312417 | Time: 2325.32 ms [2021-05-29 23:28:37 main:574] : INFO : Epoch 1744 | loss: 0.0312446 | val_loss: 0.0312416 | Time: 2298.8 ms [2021-05-29 23:28:40 main:574] : INFO : Epoch 1745 | loss: 0.0312445 | val_loss: 0.0312432 | Time: 2329.97 ms [2021-05-29 23:28:42 main:574] : INFO : Epoch 1746 | loss: 0.0312445 | val_loss: 0.0312423 | Time: 2305.28 ms [2021-05-29 23:28:44 main:574] : INFO : Epoch 1747 | loss: 0.0312442 | val_loss: 0.0312417 | Time: 2308.03 ms [2021-05-29 23:28:47 main:574] : INFO : Epoch 1748 | loss: 0.0312437 | val_loss: 0.0312416 | Time: 2308.15 ms [2021-05-29 23:28:49 main:574] : INFO : Epoch 1749 | loss: 0.0312446 | val_loss: 0.0312428 | Time: 2299 ms [2021-05-29 23:28:51 main:574] : INFO : Epoch 1750 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 2324.88 ms [2021-05-29 23:28:54 main:574] : INFO : Epoch 1751 | loss: 0.0312464 | val_loss: 0.0312431 | Time: 2297.5 ms [2021-05-29 23:28:56 main:574] : INFO : Epoch 1752 | loss: 0.0312444 | val_loss: 0.0312431 | Time: 2327.71 ms [2021-05-29 23:28:58 main:574] : INFO : Epoch 1753 | loss: 0.0312436 | val_loss: 0.0312415 | Time: 2295.18 ms [2021-05-29 23:29:01 main:574] : INFO : Epoch 1754 | loss: 0.0312439 | val_loss: 0.0312423 | Time: 2335.37 ms [2021-05-29 23:29:03 main:574] : INFO : Epoch 1755 | loss: 0.0312445 | val_loss: 0.031241 | Time: 2293.88 ms [2021-05-29 23:29:05 main:574] : INFO : Epoch 1756 | loss: 0.0312446 | val_loss: 0.0312423 | Time: 2325.25 ms [2021-05-29 23:29:08 main:574] : INFO : Epoch 1757 | loss: 0.0312442 | val_loss: 0.0312429 | Time: 2298.63 ms [2021-05-29 23:29:10 main:574] : INFO : Epoch 1758 | loss: 0.0312446 | val_loss: 0.0312416 | Time: 2328.8 ms [2021-05-29 23:29:12 main:574] : INFO : Epoch 1759 | loss: 0.0312437 | val_loss: 0.0312409 | Time: 2294.02 ms [2021-05-29 23:29:14 main:574] : INFO : Epoch 1760 | loss: 0.0312437 | val_loss: 0.0312417 | Time: 2328.02 ms [2021-05-29 23:29:17 main:574] : INFO : Epoch 1761 | loss: 0.0312437 | val_loss: 0.0312415 | Time: 2294.44 ms [2021-05-29 23:29:19 main:574] : INFO : Epoch 1762 | loss: 0.0312438 | val_loss: 0.0312417 | Time: 2304.99 ms [2021-05-29 23:29:21 main:574] : INFO : Epoch 1763 | loss: 0.0312446 | val_loss: 0.031242 | Time: 2318.06 ms [2021-05-29 23:29:24 main:574] : INFO : Epoch 1764 | loss: 0.0312451 | val_loss: 0.0312435 | Time: 2293.49 ms [2021-05-29 23:29:26 main:574] : INFO : Epoch 1765 | loss: 0.0312449 | val_loss: 0.0312421 | Time: 2331.36 ms [2021-05-29 23:29:28 main:574] : INFO : Epoch 1766 | loss: 0.0312442 | val_loss: 0.0312414 | Time: 2292.94 ms [2021-05-29 23:29:31 main:574] : INFO : Epoch 1767 | loss: 0.0312445 | val_loss: 0.0312405 | Time: 2333.81 ms [2021-05-29 23:29:33 main:574] : INFO : Epoch 1768 | loss: 0.0312444 | val_loss: 0.0312424 | Time: 2299.44 ms [2021-05-29 23:29:35 main:574] : INFO : Epoch 1769 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 2322.26 ms [2021-05-29 23:29:38 main:574] : INFO : Epoch 1770 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 2297.8 ms [2021-05-29 23:29:40 main:574] : INFO : Epoch 1771 | loss: 0.0312449 | val_loss: 0.0312427 | Time: 2338.45 ms [2021-05-29 23:29:42 main:574] : INFO : Epoch 1772 | loss: 0.0312443 | val_loss: 0.0312429 | Time: 2295.85 ms [2021-05-29 23:29:45 main:574] : INFO : Epoch 1773 | loss: 0.0312453 | val_loss: 0.0312412 | Time: 2334.24 ms [2021-05-29 23:29:47 main:574] : INFO : Epoch 1774 | loss: 0.0312447 | val_loss: 0.0312413 | Time: 2303.25 ms [2021-05-29 23:29:49 main:574] : INFO : Epoch 1775 | loss: 0.0312442 | val_loss: 0.0312419 | Time: 2318.67 ms [2021-05-29 23:29:52 main:574] : INFO : Epoch 1776 | loss: 0.0312446 | val_loss: 0.0312412 | Time: 2310.98 ms [2021-05-29 23:29:54 main:574] : INFO : Epoch 1777 | loss: 0.0312443 | val_loss: 0.0312414 | Time: 2304.38 ms [2021-05-29 23:29:56 main:574] : INFO : Epoch 1778 | loss: 0.0312455 | val_loss: 0.0312429 | Time: 2324.32 ms [2021-05-29 23:29:59 main:574] : INFO : Epoch 1779 | loss: 0.0312453 | val_loss: 0.0312432 | Time: 2297.89 ms [2021-05-29 23:30:01 main:574] : INFO : Epoch 1780 | loss: 0.0312443 | val_loss: 0.0312407 | Time: 2334.19 ms [2021-05-29 23:30:03 main:574] : INFO : Epoch 1781 | loss: 0.0312441 | val_loss: 0.0312424 | Time: 2292.08 ms [2021-05-29 23:30:06 main:574] : INFO : Epoch 1782 | loss: 0.0312442 | val_loss: 0.0312429 | Time: 2333.91 ms [2021-05-29 23:30:08 main:574] : INFO : Epoch 1783 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 2299.08 ms [2021-05-29 23:30:10 main:574] : INFO : Epoch 1784 | loss: 0.0312448 | val_loss: 0.0312415 | Time: 2327.67 ms [2021-05-29 23:30:12 main:574] : INFO : Epoch 1785 | loss: 0.0312438 | val_loss: 0.031241 | Time: 2290.75 ms [2021-05-29 23:30:15 main:574] : INFO : Epoch 1786 | loss: 0.031244 | val_loss: 0.0312413 | Time: 2320.6 ms [2021-05-29 23:30:17 main:574] : INFO : Epoch 1787 | loss: 0.0312439 | val_loss: 0.0312414 | Time: 2298.47 ms [2021-05-29 23:30:19 main:574] : INFO : Epoch 1788 | loss: 0.0312439 | val_loss: 0.0312406 | Time: 2330.48 ms [2021-05-29 23:30:22 main:574] : INFO : Epoch 1789 | loss: 0.0312437 | val_loss: 0.0312419 | Time: 2297.36 ms [2021-05-29 23:30:24 main:574] : INFO : Epoch 1790 | loss: 0.0312443 | val_loss: 0.0312455 | Time: 2293.02 ms [2021-05-29 23:30:26 main:574] : INFO : Epoch 1791 | loss: 0.0312451 | val_loss: 0.0312417 | Time: 2324.07 ms [2021-05-29 23:30:29 main:574] : INFO : Epoch 1792 | loss: 0.0312455 | val_loss: 0.0312439 | Time: 2291.98 ms [2021-05-29 23:30:31 main:574] : INFO : Epoch 1793 | loss: 0.0312451 | val_loss: 0.0312412 | Time: 2329.19 ms [2021-05-29 23:30:33 main:574] : INFO : Epoch 1794 | loss: 0.0312439 | val_loss: 0.0312417 | Time: 2297.59 ms [2021-05-29 23:30:36 main:574] : INFO : Epoch 1795 | loss: 0.0312441 | val_loss: 0.0312419 | Time: 2326.76 ms [2021-05-29 23:30:38 main:574] : INFO : Epoch 1796 | loss: 0.0312452 | val_loss: 0.0312419 | Time: 2299.09 ms [2021-05-29 23:30:40 main:574] : INFO : Epoch 1797 | loss: 0.0312459 | val_loss: 0.0312437 | Time: 2329.03 ms [2021-05-29 23:30:43 main:574] : INFO : Epoch 1798 | loss: 0.0312443 | val_loss: 0.0312451 | Time: 2292.59 ms [2021-05-29 23:30:45 main:574] : INFO : Epoch 1799 | loss: 0.0312456 | val_loss: 0.0312425 | Time: 2323.82 ms [2021-05-29 23:30:47 main:574] : INFO : Epoch 1800 | loss: 0.0312465 | val_loss: 0.0312431 | Time: 2298.88 ms [2021-05-29 23:30:50 main:574] : INFO : Epoch 1801 | loss: 0.0312508 | val_loss: 0.0312447 | Time: 2327.54 ms [2021-05-29 23:30:52 main:574] : INFO : Epoch 1802 | loss: 0.032393 | val_loss: 0.0322779 | Time: 2296.83 ms [2021-05-29 23:30:54 main:574] : INFO : Epoch 1803 | loss: 0.034669 | val_loss: 0.0316442 | Time: 2314.05 ms [2021-05-29 23:30:57 main:574] : INFO : Epoch 1804 | loss: 0.0315643 | val_loss: 0.0312872 | Time: 2320.72 ms [2021-05-29 23:30:59 main:574] : INFO : Epoch 1805 | loss: 0.0312957 | val_loss: 0.0312535 | Time: 2296.05 ms [2021-05-29 23:31:01 main:574] : INFO : Epoch 1806 | loss: 0.0312539 | val_loss: 0.0312454 | Time: 2330.37 ms [2021-05-29 23:31:04 main:574] : INFO : Epoch 1807 | loss: 0.031247 | val_loss: 0.0312442 | Time: 2299.62 ms [2021-05-29 23:31:06 main:574] : INFO : Epoch 1808 | loss: 0.0312465 | val_loss: 0.0312427 | Time: 2331.77 ms [2021-05-29 23:31:08 main:574] : INFO : Epoch 1809 | loss: 0.0312455 | val_loss: 0.0312425 | Time: 2290.87 ms [2021-05-29 23:31:10 main:574] : INFO : Epoch 1810 | loss: 0.0312452 | val_loss: 0.0312421 | Time: 2320.41 ms [2021-05-29 23:31:13 main:574] : INFO : Epoch 1811 | loss: 0.0312449 | val_loss: 0.0312421 | Time: 2304.94 ms [2021-05-29 23:31:15 main:574] : INFO : Epoch 1812 | loss: 0.0312446 | val_loss: 0.0312417 | Time: 2328.05 ms [2021-05-29 23:31:17 main:574] : INFO : Epoch 1813 | loss: 0.0312445 | val_loss: 0.0312424 | Time: 2295.09 ms [2021-05-29 23:31:20 main:574] : INFO : Epoch 1814 | loss: 0.0312448 | val_loss: 0.0312422 | Time: 2328.48 ms [2021-05-29 23:31:22 main:574] : INFO : Epoch 1815 | loss: 0.0312456 | val_loss: 0.0312426 | Time: 2296.8 ms [2021-05-29 23:31:24 main:574] : INFO : Epoch 1816 | loss: 0.0312452 | val_loss: 0.0312415 | Time: 2321.84 ms [2021-05-29 23:31:27 main:574] : INFO : Epoch 1817 | loss: 0.0312451 | val_loss: 0.0312423 | Time: 2301.52 ms [2021-05-29 23:31:29 main:574] : INFO : Epoch 1818 | loss: 0.0312444 | val_loss: 0.0312416 | Time: 2291.57 ms [2021-05-29 23:31:31 main:574] : INFO : Epoch 1819 | loss: 0.0312444 | val_loss: 0.0312417 | Time: 2322.76 ms [2021-05-29 23:31:34 main:574] : INFO : Epoch 1820 | loss: 0.0312441 | val_loss: 0.0312417 | Time: 2294.28 ms [2021-05-29 23:31:36 main:574] : INFO : Epoch 1821 | loss: 0.0312444 | val_loss: 0.0312413 | Time: 2333.3 ms [2021-05-29 23:31:38 main:574] : INFO : Epoch 1822 | loss: 0.0312446 | val_loss: 0.0312413 | Time: 2300.01 ms [2021-05-29 23:31:41 main:574] : INFO : Epoch 1823 | loss: 0.0312443 | val_loss: 0.0312418 | Time: 2330.83 ms [2021-05-29 23:31:43 main:574] : INFO : Epoch 1824 | loss: 0.0312443 | val_loss: 0.0312419 | Time: 2291.91 ms [2021-05-29 23:31:45 main:574] : INFO : Epoch 1825 | loss: 0.0312441 | val_loss: 0.0312417 | Time: 2327.8 ms [2021-05-29 23:31:48 main:574] : INFO : Epoch 1826 | loss: 0.0312441 | val_loss: 0.0312413 | Time: 2297.8 ms [2021-05-29 23:31:50 main:574] : INFO : Epoch 1827 | loss: 0.0312441 | val_loss: 0.0312423 | Time: 2327.79 ms [2021-05-29 23:31:52 main:574] : INFO : Epoch 1828 | loss: 0.0312446 | val_loss: 0.0312413 | Time: 2292.61 ms [2021-05-29 23:31:55 main:574] : INFO : Epoch 1829 | loss: 0.0312442 | val_loss: 0.0312416 | Time: 2332.19 ms [2021-05-29 23:31:57 main:574] : INFO : Epoch 1830 | loss: 0.0312453 | val_loss: 0.0312415 | Time: 2293.4 ms [2021-05-29 23:31:59 main:574] : INFO : Epoch 1831 | loss: 0.0312444 | val_loss: 0.0312413 | Time: 2310.03 ms [2021-05-29 23:32:01 main:574] : INFO : Epoch 1832 | loss: 0.0312445 | val_loss: 0.0312414 | Time: 2322.5 ms [2021-05-29 23:32:04 main:574] : INFO : Epoch 1833 | loss: 0.0312443 | val_loss: 0.0312414 | Time: 2295.82 ms [2021-05-29 23:32:06 main:574] : INFO : Epoch 1834 | loss: 0.0312444 | val_loss: 0.0312419 | Time: 2323.01 ms [2021-05-29 23:32:08 main:574] : INFO : Epoch 1835 | loss: 0.0312448 | val_loss: 0.0312412 | Time: 2304.71 ms [2021-05-29 23:32:11 main:574] : INFO : Epoch 1836 | loss: 0.0312438 | val_loss: 0.0312415 | Time: 2332.18 ms [2021-05-29 23:32:13 main:574] : INFO : Epoch 1837 | loss: 0.0312438 | val_loss: 0.0312409 | Time: 2298.16 ms [2021-05-29 23:32:15 main:574] : INFO : Epoch 1838 | loss: 0.031244 | val_loss: 0.0312417 | Time: 2323 ms [2021-05-29 23:32:18 main:574] : INFO : Epoch 1839 | loss: 0.0312443 | val_loss: 0.0312419 | Time: 2295.82 ms [2021-05-29 23:32:20 main:574] : INFO : Epoch 1840 | loss: 0.0312446 | val_loss: 0.0312415 | Time: 2330.88 ms [2021-05-29 23:32:22 main:574] : INFO : Epoch 1841 | loss: 0.0312445 | val_loss: 0.031241 | Time: 2296.53 ms [2021-05-29 23:32:25 main:574] : INFO : Epoch 1842 | loss: 0.0312439 | val_loss: 0.0312418 | Time: 2331.81 ms [2021-05-29 23:32:27 main:574] : INFO : Epoch 1843 | loss: 0.0312442 | val_loss: 0.0312414 | Time: 2295.95 ms [2021-05-29 23:32:29 main:574] : INFO : Epoch 1844 | loss: 0.0312442 | val_loss: 0.0312422 | Time: 2318.91 ms [2021-05-29 23:32:32 main:574] : INFO : Epoch 1845 | loss: 0.0312439 | val_loss: 0.0312413 | Time: 2300.91 ms [2021-05-29 23:32:34 main:574] : INFO : Epoch 1846 | loss: 0.0312438 | val_loss: 0.031241 | Time: 2305.05 ms [2021-05-29 23:32:36 main:574] : INFO : Epoch 1847 | loss: 0.0312438 | val_loss: 0.0312416 | Time: 2327.61 ms [2021-05-29 23:32:39 main:574] : INFO : Epoch 1848 | loss: 0.0312437 | val_loss: 0.0312414 | Time: 2297.25 ms [2021-05-29 23:32:41 main:574] : INFO : Epoch 1849 | loss: 0.0312436 | val_loss: 0.0312412 | Time: 2335 ms [2021-05-29 23:32:43 main:574] : INFO : Epoch 1850 | loss: 0.031244 | val_loss: 0.0312415 | Time: 2292 ms [2021-05-29 23:32:46 main:574] : INFO : Epoch 1851 | loss: 0.0312444 | val_loss: 0.0312414 | Time: 2330.59 ms [2021-05-29 23:32:48 main:574] : INFO : Epoch 1852 | loss: 0.0312445 | val_loss: 0.0312416 | Time: 2297.2 ms [2021-05-29 23:32:50 main:574] : INFO : Epoch 1853 | loss: 0.0312439 | val_loss: 0.031241 | Time: 2332 ms [2021-05-29 23:32:53 main:574] : INFO : Epoch 1854 | loss: 0.0312441 | val_loss: 0.0312411 | Time: 2293.23 ms [2021-05-29 23:32:55 main:574] : INFO : Epoch 1855 | loss: 0.0312452 | val_loss: 0.0312416 | Time: 2329 ms [2021-05-29 23:32:57 main:574] : INFO : Epoch 1856 | loss: 0.0312435 | val_loss: 0.0312432 | Time: 2297.62 ms [2021-05-29 23:33:00 main:574] : INFO : Epoch 1857 | loss: 0.031245 | val_loss: 0.0312425 | Time: 2340.48 ms [2021-05-29 23:33:02 main:574] : INFO : Epoch 1858 | loss: 0.0312443 | val_loss: 0.0312411 | Time: 2305.71 ms [2021-05-29 23:33:04 main:574] : INFO : Epoch 1859 | loss: 0.0312437 | val_loss: 0.0312414 | Time: 2315.6 ms [2021-05-29 23:33:07 main:574] : INFO : Epoch 1860 | loss: 0.0312435 | val_loss: 0.0312413 | Time: 2371.19 ms [2021-05-29 23:33:09 main:574] : INFO : Epoch 1861 | loss: 0.0312439 | val_loss: 0.0312414 | Time: 2273.44 ms [2021-05-29 23:33:11 main:574] : INFO : Epoch 1862 | loss: 0.0312439 | val_loss: 0.0312413 | Time: 2307.85 ms [2021-05-29 23:33:13 main:574] : INFO : Epoch 1863 | loss: 0.0312441 | val_loss: 0.0312416 | Time: 2278.45 ms [2021-05-29 23:33:16 main:574] : INFO : Epoch 1864 | loss: 0.0312447 | val_loss: 0.0312418 | Time: 2313.69 ms [2021-05-29 23:33:18 main:574] : INFO : Epoch 1865 | loss: 0.0312442 | val_loss: 0.0312413 | Time: 2279.87 ms [2021-05-29 23:33:20 main:574] : INFO : Epoch 1866 | loss: 0.031244 | val_loss: 0.0312416 | Time: 2306.74 ms [2021-05-29 23:33:23 main:574] : INFO : Epoch 1867 | loss: 0.0312436 | val_loss: 0.0312412 | Time: 2278.78 ms [2021-05-29 23:33:25 main:574] : INFO : Epoch 1868 | loss: 0.0312438 | val_loss: 0.0312422 | Time: 2307.77 ms [2021-05-29 23:33:27 main:574] : INFO : Epoch 1869 | loss: 0.031244 | val_loss: 0.0312416 | Time: 2490.23 ms [2021-05-29 23:33:30 main:574] : INFO : Epoch 1870 | loss: 0.0312437 | val_loss: 0.0312409 | Time: 2545.55 ms [2021-05-29 23:33:33 main:574] : INFO : Epoch 1871 | loss: 0.0312438 | val_loss: 0.0312428 | Time: 2557.07 ms [2021-05-29 23:33:35 main:574] : INFO : Epoch 1872 | loss: 0.0312449 | val_loss: 0.0312422 | Time: 2468.88 ms [2021-05-29 23:33:38 main:574] : INFO : Epoch 1873 | loss: 0.031244 | val_loss: 0.0312414 | Time: 2453.48 ms [2021-05-29 23:33:40 main:574] : INFO : Epoch 1874 | loss: 0.0312444 | val_loss: 0.0312415 | Time: 2408.78 ms [2021-05-29 23:33:43 main:574] : INFO : Epoch 1875 | loss: 0.031244 | val_loss: 0.0312412 | Time: 2850.69 ms [2021-05-29 23:33:46 main:574] : INFO : Epoch 1876 | loss: 0.0312435 | val_loss: 0.0312408 | Time: 3143.88 ms [2021-05-29 23:33:49 main:574] : INFO : Epoch 1877 | loss: 0.0312435 | val_loss: 0.031241 | Time: 3214.07 ms [2021-05-29 23:33:53 main:574] : INFO : Epoch 1878 | loss: 0.0312439 | val_loss: 0.0312411 | Time: 3300.45 ms [2021-05-29 23:33:56 main:574] : INFO : Epoch 1879 | loss: 0.031246 | val_loss: 0.0312409 | Time: 3133.33 ms [2021-05-29 23:33:59 main:574] : INFO : Epoch 1880 | loss: 0.0312445 | val_loss: 0.0312414 | Time: 3404.27 ms [2021-05-29 23:34:03 main:574] : INFO : Epoch 1881 | loss: 0.0312438 | val_loss: 0.0312407 | Time: 3330.23 ms [2021-05-29 23:34:06 main:574] : INFO : Epoch 1882 | loss: 0.0312436 | val_loss: 0.0312409 | Time: 3425.59 ms [2021-05-29 23:34:10 main:574] : INFO : Epoch 1883 | loss: 0.0312435 | val_loss: 0.0312411 | Time: 3421.62 ms [2021-05-29 23:34:13 main:574] : INFO : Epoch 1884 | loss: 0.0312436 | val_loss: 0.0312408 | Time: 3537.79 ms [2021-05-29 23:34:17 main:574] : INFO : Epoch 1885 | loss: 0.0312435 | val_loss: 0.0312414 | Time: 3354.22 ms [2021-05-29 23:34:20 main:574] : INFO : Epoch 1886 | loss: 0.0312439 | val_loss: 0.0312412 | Time: 3517.89 ms [2021-05-29 23:34:24 main:574] : INFO : Epoch 1887 | loss: 0.0312438 | val_loss: 0.0312414 | Time: 3441.31 ms [2021-05-29 23:34:27 main:574] : INFO : Epoch 1888 | loss: 0.0312443 | val_loss: 0.0312416 | Time: 3402.87 ms [2021-05-29 23:34:31 main:574] : INFO : Epoch 1889 | loss: 0.0312443 | val_loss: 0.0312416 | Time: 3581.43 ms [2021-05-29 23:34:34 main:574] : INFO : Epoch 1890 | loss: 0.0312442 | val_loss: 0.031241 | Time: 3406.94 ms [2021-05-29 23:34:38 main:574] : INFO : Epoch 1891 | loss: 0.0312438 | val_loss: 0.0312408 | Time: 3374.2 ms [2021-05-29 23:34:41 main:574] : INFO : Epoch 1892 | loss: 0.0312447 | val_loss: 0.0312412 | Time: 3503.85 ms [2021-05-29 23:34:45 main:574] : INFO : Epoch 1893 | loss: 0.0312442 | val_loss: 0.0312415 | Time: 3531.58 ms [2021-05-29 23:34:48 main:574] : INFO : Epoch 1894 | loss: 0.0312439 | val_loss: 0.0312413 | Time: 3407.92 ms [2021-05-29 23:34:52 main:574] : INFO : Epoch 1895 | loss: 0.0312437 | val_loss: 0.0312434 | Time: 3377.69 ms [2021-05-29 23:34:55 main:574] : INFO : Epoch 1896 | loss: 0.0312449 | val_loss: 0.031244 | Time: 3457.04 ms [2021-05-29 23:34:59 main:574] : INFO : Epoch 1897 | loss: 0.0312441 | val_loss: 0.0312412 | Time: 3482.53 ms [2021-05-29 23:35:02 main:574] : INFO : Epoch 1898 | loss: 0.0312441 | val_loss: 0.0312411 | Time: 3407.72 ms [2021-05-29 23:35:06 main:574] : INFO : Epoch 1899 | loss: 0.0312441 | val_loss: 0.0312419 | Time: 3423.1 ms [2021-05-29 23:35:09 main:574] : INFO : Epoch 1900 | loss: 0.031244 | val_loss: 0.0312417 | Time: 3401.31 ms [2021-05-29 23:35:13 main:574] : INFO : Epoch 1901 | loss: 0.0312438 | val_loss: 0.0312416 | Time: 3535.96 ms [2021-05-29 23:35:17 main:574] : INFO : Epoch 1902 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 3635.83 ms [2021-05-29 23:35:20 main:574] : INFO : Epoch 1903 | loss: 0.0312454 | val_loss: 0.0312431 | Time: 3548.98 ms [2021-05-29 23:35:24 main:574] : INFO : Epoch 1904 | loss: 0.0312438 | val_loss: 0.031242 | Time: 3617.28 ms [2021-05-29 23:35:28 main:574] : INFO : Epoch 1905 | loss: 0.0312442 | val_loss: 0.031241 | Time: 3555.15 ms [2021-05-29 23:35:31 main:574] : INFO : Epoch 1906 | loss: 0.031244 | val_loss: 0.0312408 | Time: 3679.92 ms [2021-05-29 23:35:35 main:574] : INFO : Epoch 1907 | loss: 0.0312437 | val_loss: 0.0312408 | Time: 3636.26 ms [2021-05-29 23:35:39 main:574] : INFO : Epoch 1908 | loss: 0.0312443 | val_loss: 0.0312411 | Time: 3538.74 ms [2021-05-29 23:35:42 main:574] : INFO : Epoch 1909 | loss: 0.0312436 | val_loss: 0.0312417 | Time: 3616.47 ms [2021-05-29 23:35:46 main:574] : INFO : Epoch 1910 | loss: 0.0312436 | val_loss: 0.0312407 | Time: 3618.22 ms [2021-05-29 23:35:50 main:574] : INFO : Epoch 1911 | loss: 0.0312439 | val_loss: 0.031242 | Time: 3624.81 ms [2021-05-29 23:35:53 main:574] : INFO : Epoch 1912 | loss: 0.0312445 | val_loss: 0.031243 | Time: 3612.91 ms [2021-05-29 23:35:57 main:574] : INFO : Epoch 1913 | loss: 0.0312449 | val_loss: 0.0312424 | Time: 3566.22 ms [2021-05-29 23:36:01 main:574] : INFO : Epoch 1914 | loss: 0.0312455 | val_loss: 0.0312421 | Time: 3602.79 ms [2021-05-29 23:36:04 main:574] : INFO : Epoch 1915 | loss: 0.0312451 | val_loss: 0.0312429 | Time: 3663.88 ms [2021-05-29 23:36:08 main:574] : INFO : Epoch 1916 | loss: 0.0312449 | val_loss: 0.0312419 | Time: 3581.75 ms [2021-05-29 23:36:12 main:574] : INFO : Epoch 1917 | loss: 0.0312443 | val_loss: 0.0312419 | Time: 3583.8 ms [2021-05-29 23:36:15 main:574] : INFO : Epoch 1918 | loss: 0.0312446 | val_loss: 0.0312428 | Time: 3577.56 ms [2021-05-29 23:36:19 main:574] : INFO : Epoch 1919 | loss: 0.0312437 | val_loss: 0.031241 | Time: 3757.73 ms [2021-05-29 23:36:23 main:574] : INFO : Epoch 1920 | loss: 0.0312447 | val_loss: 0.0312431 | Time: 3574.35 ms [2021-05-29 23:36:26 main:574] : INFO : Epoch 1921 | loss: 0.031245 | val_loss: 0.031242 | Time: 3570.49 ms [2021-05-29 23:36:30 main:574] : INFO : Epoch 1922 | loss: 0.0312438 | val_loss: 0.0312413 | Time: 3646.19 ms [2021-05-29 23:36:34 main:574] : INFO : Epoch 1923 | loss: 0.0312435 | val_loss: 0.0312406 | Time: 3574.05 ms [2021-05-29 23:36:38 main:574] : INFO : Epoch 1924 | loss: 0.0312439 | val_loss: 0.0312414 | Time: 3662.5 ms [2021-05-29 23:36:41 main:574] : INFO : Epoch 1925 | loss: 0.0312451 | val_loss: 0.0312426 | Time: 3677.22 ms [2021-05-29 23:36:45 main:574] : INFO : Epoch 1926 | loss: 0.0312438 | val_loss: 0.0312411 | Time: 3649.13 ms [2021-05-29 23:36:49 main:574] : INFO : Epoch 1927 | loss: 0.0312436 | val_loss: 0.0312406 | Time: 3687.18 ms [2021-05-29 23:36:53 main:574] : INFO : Epoch 1928 | loss: 0.031244 | val_loss: 0.0312416 | Time: 3961.36 ms [2021-05-29 23:36:56 main:574] : INFO : Epoch 1929 | loss: 0.0312444 | val_loss: 0.0312423 | Time: 3559.81 ms [2021-05-29 23:37:00 main:574] : INFO : Epoch 1930 | loss: 0.031246 | val_loss: 0.031245 | Time: 3717.85 ms [2021-05-29 23:37:04 main:574] : INFO : Epoch 1931 | loss: 0.0312446 | val_loss: 0.031241 | Time: 3579.15 ms [2021-05-29 23:37:07 main:574] : INFO : Epoch 1932 | loss: 0.0312436 | val_loss: 0.0312409 | Time: 3576.63 ms [2021-05-29 23:37:11 main:574] : INFO : Epoch 1933 | loss: 0.0312434 | val_loss: 0.0312424 | Time: 3649.37 ms [2021-05-29 23:37:15 main:574] : INFO : Epoch 1934 | loss: 0.0312449 | val_loss: 0.0312409 | Time: 3558.38 ms [2021-05-29 23:37:18 main:574] : INFO : Epoch 1935 | loss: 0.0312435 | val_loss: 0.0312411 | Time: 3570.5 ms [2021-05-29 23:37:22 main:574] : INFO : Epoch 1936 | loss: 0.0312442 | val_loss: 0.0312413 | Time: 3623.14 ms [2021-05-29 23:37:26 main:574] : INFO : Epoch 1937 | loss: 0.0312442 | val_loss: 0.031241 | Time: 3657.83 ms [2021-05-29 23:37:29 main:574] : INFO : Epoch 1938 | loss: 0.0312442 | val_loss: 0.031241 | Time: 3587.05 ms [2021-05-29 23:37:33 main:574] : INFO : Epoch 1939 | loss: 0.0312434 | val_loss: 0.0312407 | Time: 3559.11 ms [2021-05-29 23:37:37 main:574] : INFO : Epoch 1940 | loss: 0.0312438 | val_loss: 0.0312417 | Time: 3582.96 ms [2021-05-29 23:37:40 main:574] : INFO : Epoch 1941 | loss: 0.0312445 | val_loss: 0.0312428 | Time: 3608.45 ms [2021-05-29 23:37:44 main:574] : INFO : Epoch 1942 | loss: 0.031244 | val_loss: 0.0312408 | Time: 3737.16 ms [2021-05-29 23:37:48 main:574] : INFO : Epoch 1943 | loss: 0.0312434 | val_loss: 0.0312421 | Time: 3683.09 ms [2021-05-29 23:37:52 main:574] : INFO : Epoch 1944 | loss: 0.0312437 | val_loss: 0.0312407 | Time: 3583.05 ms [2021-05-29 23:37:55 main:574] : INFO : Epoch 1945 | loss: 0.0312438 | val_loss: 0.0312413 | Time: 3549.93 ms [2021-05-29 23:37:59 main:574] : INFO : Epoch 1946 | loss: 0.0312442 | val_loss: 0.0312429 | Time: 3685.18 ms [2021-05-29 23:38:03 main:574] : INFO : Epoch 1947 | loss: 0.0312452 | val_loss: 0.0312413 | Time: 3726.3 ms [2021-05-29 23:38:06 main:574] : INFO : Epoch 1948 | loss: 0.0312438 | val_loss: 0.0312416 | Time: 3703.2 ms [2021-05-29 23:38:10 main:574] : INFO : Epoch 1949 | loss: 0.0312447 | val_loss: 0.0312436 | Time: 3556.2 ms [2021-05-29 23:38:14 main:574] : INFO : Epoch 1950 | loss: 0.0312451 | val_loss: 0.031241 | Time: 3667.29 ms [2021-05-29 23:38:17 main:574] : INFO : Epoch 1951 | loss: 0.0312443 | val_loss: 0.0312418 | Time: 3669.41 ms [2021-05-29 23:38:21 main:574] : INFO : Epoch 1952 | loss: 0.0312436 | val_loss: 0.0312409 | Time: 3611.1 ms [2021-05-29 23:38:25 main:574] : INFO : Epoch 1953 | loss: 0.0312443 | val_loss: 0.0312411 | Time: 3492.92 ms [2021-05-29 23:38:28 main:574] : INFO : Epoch 1954 | loss: 0.0312436 | val_loss: 0.0312412 | Time: 3461.43 ms [2021-05-29 23:38:32 main:574] : INFO : Epoch 1955 | loss: 0.031244 | val_loss: 0.0312416 | Time: 3534.34 ms [2021-05-29 23:38:36 main:574] : INFO : Epoch 1956 | loss: 0.0312445 | val_loss: 0.0312437 | Time: 3611.83 ms [2021-05-29 23:38:39 main:574] : INFO : Epoch 1957 | loss: 0.0312445 | val_loss: 0.031241 | Time: 3483.08 ms [2021-05-29 23:38:43 main:574] : INFO : Epoch 1958 | loss: 0.0312436 | val_loss: 0.0312407 | Time: 3499.66 ms [2021-05-29 23:38:46 main:574] : INFO : Epoch 1959 | loss: 0.0312439 | val_loss: 0.0312413 | Time: 3565.68 ms [2021-05-29 23:38:50 main:574] : INFO : Epoch 1960 | loss: 0.0312445 | val_loss: 0.0312416 | Time: 3530.34 ms [2021-05-29 23:38:53 main:574] : INFO : Epoch 1961 | loss: 0.0312445 | val_loss: 0.0312429 | Time: 3423.27 ms [2021-05-29 23:38:57 main:574] : INFO : Epoch 1962 | loss: 0.0312438 | val_loss: 0.0312416 | Time: 3484.75 ms [2021-05-29 23:39:01 main:574] : INFO : Epoch 1963 | loss: 0.0312438 | val_loss: 0.0312411 | Time: 3578.12 ms [2021-05-29 23:39:04 main:574] : INFO : Epoch 1964 | loss: 0.031244 | val_loss: 0.0312409 | Time: 3569.79 ms [2021-05-29 23:39:08 main:574] : INFO : Epoch 1965 | loss: 0.0312434 | val_loss: 0.031241 | Time: 3635.06 ms [2021-05-29 23:39:12 main:574] : INFO : Epoch 1966 | loss: 0.0312438 | val_loss: 0.031242 | Time: 3610.78 ms [2021-05-29 23:39:15 main:574] : INFO : Epoch 1967 | loss: 0.0312457 | val_loss: 0.031243 | Time: 3575.51 ms [2021-05-29 23:39:19 main:574] : INFO : Epoch 1968 | loss: 0.0312446 | val_loss: 0.0312414 | Time: 3615.46 ms [2021-05-29 23:39:23 main:574] : INFO : Epoch 1969 | loss: 0.0312448 | val_loss: 0.0312426 | Time: 3615.82 ms [2021-05-29 23:39:26 main:574] : INFO : Epoch 1970 | loss: 0.0312437 | val_loss: 0.0312414 | Time: 3709.46 ms [2021-05-29 23:39:30 main:574] : INFO : Epoch 1971 | loss: 0.0312438 | val_loss: 0.0312428 | Time: 3657.98 ms [2021-05-29 23:39:34 main:574] : INFO : Epoch 1972 | loss: 0.0312451 | val_loss: 0.0312412 | Time: 3691.94 ms [2021-05-29 23:39:37 main:574] : INFO : Epoch 1973 | loss: 0.0312445 | val_loss: 0.0312457 | Time: 3646.51 ms [2021-05-29 23:39:41 main:574] : INFO : Epoch 1974 | loss: 0.0312453 | val_loss: 0.0312406 | Time: 3623.22 ms [2021-05-29 23:39:45 main:574] : INFO : Epoch 1975 | loss: 0.0312437 | val_loss: 0.0312419 | Time: 3587.77 ms [2021-05-29 23:39:48 main:574] : INFO : Epoch 1976 | loss: 0.0312453 | val_loss: 0.0312412 | Time: 3567.69 ms [2021-05-29 23:39:52 main:574] : INFO : Epoch 1977 | loss: 0.0312448 | val_loss: 0.0312443 | Time: 3655.84 ms [2021-05-29 23:39:56 main:574] : INFO : Epoch 1978 | loss: 0.0312451 | val_loss: 0.0312409 | Time: 3648.14 ms [2021-05-29 23:39:59 main:574] : INFO : Epoch 1979 | loss: 0.0312441 | val_loss: 0.0312412 | Time: 3601.59 ms [2021-05-29 23:40:03 main:574] : INFO : Epoch 1980 | loss: 0.0312442 | val_loss: 0.0312411 | Time: 3704 ms [2021-05-29 23:40:07 main:574] : INFO : Epoch 1981 | loss: 0.0312443 | val_loss: 0.0312425 | Time: 3735.28 ms [2021-05-29 23:40:11 main:574] : INFO : Epoch 1982 | loss: 0.0312445 | val_loss: 0.0312409 | Time: 3696.74 ms [2021-05-29 23:40:14 main:574] : INFO : Epoch 1983 | loss: 0.0312443 | val_loss: 0.0312411 | Time: 3552.39 ms [2021-05-29 23:40:18 main:574] : INFO : Epoch 1984 | loss: 0.0312448 | val_loss: 0.0312423 | Time: 3618.26 ms [2021-05-29 23:40:22 main:574] : INFO : Epoch 1985 | loss: 0.0312444 | val_loss: 0.0312426 | Time: 3716.16 ms [2021-05-29 23:40:25 main:574] : INFO : Epoch 1986 | loss: 0.0312435 | val_loss: 0.0312409 | Time: 3650.23 ms [2021-05-29 23:40:29 main:574] : INFO : Epoch 1987 | loss: 0.0312442 | val_loss: 0.0312409 | Time: 3703.26 ms [2021-05-29 23:40:33 main:574] : INFO : Epoch 1988 | loss: 0.0312445 | val_loss: 0.0312415 | Time: 3589.9 ms [2021-05-29 23:40:37 main:574] : INFO : Epoch 1989 | loss: 0.0312443 | val_loss: 0.0312416 | Time: 3608.39 ms [2021-05-29 23:40:40 main:574] : INFO : Epoch 1990 | loss: 0.0312438 | val_loss: 0.0312425 | Time: 3701.41 ms [2021-05-29 23:40:44 main:574] : INFO : Epoch 1991 | loss: 0.0312457 | val_loss: 0.0312426 | Time: 3641.56 ms [2021-05-29 23:40:48 main:574] : INFO : Epoch 1992 | loss: 0.0312456 | val_loss: 0.0312419 | Time: 3533.6 ms [2021-05-29 23:40:51 main:574] : INFO : Epoch 1993 | loss: 0.031244 | val_loss: 0.0312407 | Time: 3670.47 ms [2021-05-29 23:40:55 main:574] : INFO : Epoch 1994 | loss: 0.0312434 | val_loss: 0.0312414 | Time: 3631.37 ms [2021-05-29 23:40:59 main:574] : INFO : Epoch 1995 | loss: 0.0312445 | val_loss: 0.0312411 | Time: 3740.6 ms [2021-05-29 23:41:02 main:574] : INFO : Epoch 1996 | loss: 0.0312443 | val_loss: 0.0312417 | Time: 3628.04 ms [2021-05-29 23:41:06 main:574] : INFO : Epoch 1997 | loss: 0.0312442 | val_loss: 0.031243 | Time: 3784.04 ms [2021-05-29 23:41:10 main:574] : INFO : Epoch 1998 | loss: 0.0312447 | val_loss: 0.0312428 | Time: 3766.27 ms [2021-05-29 23:41:14 main:574] : INFO : Epoch 1999 | loss: 0.0312447 | val_loss: 0.0312412 | Time: 3577.15 ms [2021-05-29 23:41:17 main:574] : INFO : Epoch 2000 | loss: 0.0312436 | val_loss: 0.0312421 | Time: 3613.37 ms [2021-05-29 23:41:21 main:574] : INFO : Epoch 2001 | loss: 0.0312439 | val_loss: 0.0312413 | Time: 3887.25 ms [2021-05-29 23:41:25 main:574] : INFO : Epoch 2002 | loss: 0.0312452 | val_loss: 0.0312411 | Time: 3696.34 ms [2021-05-29 23:41:29 main:574] : INFO : Epoch 2003 | loss: 0.0312455 | val_loss: 0.031243 | Time: 3603.79 ms [2021-05-29 23:41:32 main:574] : INFO : Epoch 2004 | loss: 0.0312444 | val_loss: 0.0312418 | Time: 3616.46 ms [2021-05-29 23:41:36 main:574] : INFO : Epoch 2005 | loss: 0.0312437 | val_loss: 0.0312408 | Time: 3556.62 ms [2021-05-29 23:41:40 main:574] : INFO : Epoch 2006 | loss: 0.0312439 | val_loss: 0.0312408 | Time: 3541.58 ms [2021-05-29 23:41:43 main:574] : INFO : Epoch 2007 | loss: 0.031244 | val_loss: 0.0312427 | Time: 3563.94 ms [2021-05-29 23:41:47 main:574] : INFO : Epoch 2008 | loss: 0.0312451 | val_loss: 0.031241 | Time: 3716.43 ms [2021-05-29 23:41:51 main:574] : INFO : Epoch 2009 | loss: 0.0312441 | val_loss: 0.0312409 | Time: 3603.2 ms [2021-05-29 23:41:54 main:574] : INFO : Epoch 2010 | loss: 0.0312443 | val_loss: 0.0312417 | Time: 3628.71 ms [2021-05-29 23:41:58 main:574] : INFO : Epoch 2011 | loss: 0.0312457 | val_loss: 0.0312423 | Time: 3659.04 ms [2021-05-29 23:42:02 main:574] : INFO : Epoch 2012 | loss: 0.031244 | val_loss: 0.0312415 | Time: 3739.78 ms [2021-05-29 23:42:06 main:574] : INFO : Epoch 2013 | loss: 0.0312445 | val_loss: 0.0312421 | Time: 3686.76 ms [2021-05-29 23:42:09 main:574] : INFO : Epoch 2014 | loss: 0.0312443 | val_loss: 0.031243 | Time: 3588.61 ms [2021-05-29 23:42:13 main:574] : INFO : Epoch 2015 | loss: 0.0312451 | val_loss: 0.0312411 | Time: 3633.62 ms [2021-05-29 23:42:17 main:574] : INFO : Epoch 2016 | loss: 0.0312442 | val_loss: 0.0312425 | Time: 3666.54 ms [2021-05-29 23:42:21 main:574] : INFO : Epoch 2017 | loss: 0.0312442 | val_loss: 0.0312414 | Time: 3684.83 ms [2021-05-29 23:42:24 main:574] : INFO : Epoch 2018 | loss: 0.0312438 | val_loss: 0.0312417 | Time: 3629.02 ms [2021-05-29 23:42:28 main:574] : INFO : Epoch 2019 | loss: 0.0312439 | val_loss: 0.0312408 | Time: 3758.51 ms [2021-05-29 23:42:32 main:574] : INFO : Epoch 2020 | loss: 0.0312435 | val_loss: 0.0312409 | Time: 3647.94 ms [2021-05-29 23:42:36 main:574] : INFO : Epoch 2021 | loss: 0.0312448 | val_loss: 0.031241 | Time: 3674.56 ms [2021-05-29 23:42:39 main:574] : INFO : Epoch 2022 | loss: 0.0312444 | val_loss: 0.0312415 | Time: 3681.95 ms [2021-05-29 23:42:43 main:574] : INFO : Epoch 2023 | loss: 0.0312445 | val_loss: 0.0312421 | Time: 3435.74 ms [2021-05-29 23:42:46 main:574] : INFO : Epoch 2024 | loss: 0.0312442 | val_loss: 0.0312484 | Time: 3451.54 ms [2021-05-29 23:42:50 main:574] : INFO : Epoch 2025 | loss: 0.0312466 | val_loss: 0.0312425 | Time: 3640.81 ms [2021-05-29 23:42:54 main:574] : INFO : Epoch 2026 | loss: 0.0312455 | val_loss: 0.0312434 | Time: 3353.04 ms [2021-05-29 23:42:57 main:574] : INFO : Epoch 2027 | loss: 0.0312448 | val_loss: 0.0312414 | Time: 3384.39 ms [2021-05-29 23:43:01 main:574] : INFO : Epoch 2028 | loss: 0.0312449 | val_loss: 0.0312418 | Time: 3689.92 ms [2021-05-29 23:43:04 main:574] : INFO : Epoch 2029 | loss: 0.0312445 | val_loss: 0.0312418 | Time: 3538.8 ms [2021-05-29 23:43:08 main:574] : INFO : Epoch 2030 | loss: 0.0312444 | val_loss: 0.0312418 | Time: 3513.56 ms [2021-05-29 23:43:12 main:574] : INFO : Epoch 2031 | loss: 0.031245 | val_loss: 0.0312415 | Time: 3849.04 ms [2021-05-29 23:43:16 main:574] : INFO : Epoch 2032 | loss: 0.0312445 | val_loss: 0.0312412 | Time: 3712.25 ms [2021-05-29 23:43:20 main:574] : INFO : Epoch 2033 | loss: 0.0312439 | val_loss: 0.031242 | Time: 3729.59 ms [2021-05-29 23:43:23 main:574] : INFO : Epoch 2034 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 3905.59 ms [2021-05-29 23:43:27 main:574] : INFO : Epoch 2035 | loss: 0.031245 | val_loss: 0.0312412 | Time: 3815.61 ms [2021-05-29 23:43:31 main:574] : INFO : Epoch 2036 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 3651.7 ms [2021-05-29 23:43:35 main:574] : INFO : Epoch 2037 | loss: 0.0312446 | val_loss: 0.0312424 | Time: 3663.32 ms [2021-05-29 23:43:38 main:574] : INFO : Epoch 2038 | loss: 0.0312464 | val_loss: 0.0312429 | Time: 3429.84 ms [2021-05-29 23:43:42 main:574] : INFO : Epoch 2039 | loss: 0.0312449 | val_loss: 0.0312428 | Time: 3307.05 ms [2021-05-29 23:43:45 main:574] : INFO : Epoch 2040 | loss: 0.0312446 | val_loss: 0.0312408 | Time: 3252.64 ms [2021-05-29 23:43:48 main:574] : INFO : Epoch 2041 | loss: 0.0312439 | val_loss: 0.0312409 | Time: 3321.22 ms [2021-05-29 23:43:52 main:574] : INFO : Epoch 2042 | loss: 0.0312441 | val_loss: 0.0312419 | Time: 3473.96 ms [2021-05-29 23:43:55 main:574] : INFO : Epoch 2043 | loss: 0.0312445 | val_loss: 0.0312436 | Time: 3404.16 ms [2021-05-29 23:43:59 main:574] : INFO : Epoch 2044 | loss: 0.0312458 | val_loss: 0.0312414 | Time: 3368.08 ms [2021-05-29 23:44:02 main:574] : INFO : Epoch 2045 | loss: 0.0312446 | val_loss: 0.0312445 | Time: 3410.97 ms [2021-05-29 23:44:06 main:574] : INFO : Epoch 2046 | loss: 0.0312453 | val_loss: 0.0312411 | Time: 3346.03 ms [2021-05-29 23:44:09 main:574] : INFO : Epoch 2047 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 3643.45 ms [2021-05-29 23:44:13 main:574] : INFO : Epoch 2048 | loss: 0.031244 | val_loss: 0.0312408 | Time: 3541.54 ms [2021-05-29 23:44:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312408 [2021-05-29 23:44:13 main:603] : INFO : Saving end state to config to file [2021-05-29 23:44:13 main:608] : INFO : Success, exiting.. 23:44:13 (25696): 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)