Task 12590411
| Name | ParityModified-1645996704-16753-2-0_0 |
| Workunit | 9749352 |
| Created | 6 Mar 2022, 2:03:12 UTC |
| Sent | 9 Mar 2022, 22:54:29 UTC |
| Report deadline | 17 Mar 2022, 22:54:29 UTC |
| Received | 22 Mar 2022, 5:15:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11391 |
| Run time | 2 days 3 hours 10 min 34 sec |
| CPU time | 10 hours 9 min 4 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,441.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | val_loss: 0.0311655 | Time: 34841.5 ms [2022-03-22 00:44:38 main:574] : INFO : Epoch 1619 | loss: 0.031139 | val_loss: 0.0311676 | Time: 30420.1 ms [2022-03-22 00:45:13 main:574] : INFO : Epoch 1620 | loss: 0.0311384 | val_loss: 0.0311672 | Time: 35015.5 ms [2022-03-22 00:45:52 main:574] : INFO : Epoch 1621 | loss: 0.0311385 | val_loss: 0.0311668 | Time: 38600.3 ms [2022-03-22 00:46:31 main:574] : INFO : Epoch 1622 | loss: 0.0311388 | val_loss: 0.0311649 | Time: 39099.8 ms [2022-03-22 00:47:17 main:574] : INFO : Epoch 1623 | loss: 0.0311391 | val_loss: 0.0311717 | Time: 45276.7 ms [2022-03-22 00:48:10 main:574] : INFO : Epoch 1624 | loss: 0.0311364 | val_loss: 0.0311667 | Time: 52549.3 ms [2022-03-22 00:48:43 main:574] : INFO : Epoch 1625 | loss: 0.0311361 | val_loss: 0.0311683 | Time: 33014.8 ms [2022-03-22 00:49:26 main:574] : INFO : Epoch 1626 | loss: 0.0311376 | val_loss: 0.0311688 | Time: 42233.3 ms [2022-03-22 00:50:01 main:574] : INFO : Epoch 1627 | loss: 0.0311368 | val_loss: 0.0311658 | Time: 34974.2 ms [2022-03-22 00:50:53 main:574] : INFO : Epoch 1628 | loss: 0.031136 | val_loss: 0.0311715 | Time: 51830 ms [2022-03-22 00:51:36 main:574] : INFO : Epoch 1629 | loss: 0.0311379 | val_loss: 0.0311729 | Time: 41649.6 ms [2022-03-22 00:52:52 main:574] : INFO : Epoch 1630 | loss: 0.0311367 | val_loss: 0.0311741 | Time: 75906.3 ms [2022-03-22 00:53:35 main:574] : INFO : Epoch 1631 | loss: 0.0311384 | val_loss: 0.031169 | Time: 42900 ms [2022-03-22 00:54:14 main:574] : INFO : Epoch 1632 | loss: 0.0311373 | val_loss: 0.03118 | Time: 38563.8 ms [2022-03-22 00:54:48 main:574] : INFO : Epoch 1633 | loss: 0.0311387 | val_loss: 0.0311721 | Time: 33434.1 ms [2022-03-22 00:55:35 main:574] : INFO : Epoch 1634 | loss: 0.0311371 | val_loss: 0.0311748 | Time: 46717 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 950M) [2022-03-22 01:08:08 main:435] : INFO : Set logging level to 1 [2022-03-22 01:08:08 main:441] : INFO : Running in BOINC Client mode [2022-03-22 01:08:09 main:444] : INFO : Resolving all filenames [2022-03-22 01:08:10 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-22 01:08:10 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-22 01:08:12 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-22 01:08:12 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-22 01:08:13 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-22 01:08:14 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-22 01:08:15 main:474] : INFO : Configuration: [2022-03-22 01:08:15 main:475] : INFO : Model type: GRU [2022-03-22 01:08:15 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-22 01:08:16 main:477] : INFO : Max Epochs: 2048 [2022-03-22 01:08:16 main:478] : INFO : Batch Size: 128 [2022-03-22 01:08:17 main:479] : INFO : Learning Rate: 0.01 [2022-03-22 01:08:17 main:480] : INFO : Patience: 10 [2022-03-22 01:08:18 main:481] : INFO : Hidden Width: 12 [2022-03-22 01:08:19 main:482] : INFO : # Recurrent Layers: 4 [2022-03-22 01:08:20 main:483] : INFO : # Backend Layers: 4 [2022-03-22 01:08:20 main:484] : INFO : # Threads: 1 [2022-03-22 01:08:21 main:486] : INFO : Preparing Dataset [2022-03-22 01:08:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-22 01:08:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-22 01:12:53 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-22 01:12:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-22 01:12:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-22 01:13:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-22 01:13:03 main:494] : INFO : Creating Model [2022-03-22 01:13:03 main:507] : INFO : Preparing config file [2022-03-22 01:13:04 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-22 01:13:04 main:512] : INFO : Loading config [2022-03-22 01:13:04 main:514] : INFO : Loading state [2022-03-22 01:14:47 main:559] : INFO : Loading DataLoader into Memory [2022-03-22 01:14:47 main:562] : INFO : Starting Training [2022-03-22 01:17:11 main:574] : INFO : Epoch 1633 | loss: 0.0311802 | val_loss: 0.0311743 | Time: 143523 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 950M) [2022-03-22 01:21:23 main:435] : INFO : Set logging level to 1 [2022-03-22 01:21:24 main:441] : INFO : Running in BOINC Client mode [2022-03-22 01:21:24 main:444] : INFO : Resolving all filenames [2022-03-22 01:21:24 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-22 01:21:24 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-22 01:21:25 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-22 01:21:26 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-22 01:21:27 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-22 01:21:28 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-22 01:21:28 main:474] : INFO : Configuration: [2022-03-22 01:21:28 main:475] : INFO : Model type: GRU [2022-03-22 01:21:28 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-22 01:21:28 main:477] : INFO : Max Epochs: 2048 [2022-03-22 01:21:28 main:478] : INFO : Batch Size: 128 [2022-03-22 01:21:29 main:479] : INFO : Learning Rate: 0.01 [2022-03-22 01:21:29 main:480] : INFO : Patience: 10 [2022-03-22 01:21:29 main:481] : INFO : Hidden Width: 12 [2022-03-22 01:21:30 main:482] : INFO : # Recurrent Layers: 4 [2022-03-22 01:21:30 main:483] : INFO : # Backend Layers: 4 [2022-03-22 01:21:30 main:484] : INFO : # Threads: 1 [2022-03-22 01:21:31 main:486] : INFO : Preparing Dataset [2022-03-22 01:21:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-22 01:22:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-22 01:26:06 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-22 01:26:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-22 01:26:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-22 01:26:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-22 01:26:09 main:494] : INFO : Creating Model [2022-03-22 01:26:09 main:507] : INFO : Preparing config file [2022-03-22 01:26:09 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-22 01:26:09 main:512] : INFO : Loading config [2022-03-22 01:26:10 main:514] : INFO : Loading state [2022-03-22 01:26:31 main:559] : INFO : Loading DataLoader into Memory [2022-03-22 01:26:32 main:562] : INFO : Starting Training Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 950M) [2022-03-22 01:32:27 main:435] : INFO : Set logging level to 1 [2022-03-22 01:32:27 main:441] : INFO : Running in BOINC Client mode [2022-03-22 01:32:27 main:444] : INFO : Resolving all filenames [2022-03-22 01:32:27 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-22 01:32:28 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-22 01:32:28 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-22 01:32:28 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-22 01:32:28 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-22 01:32:29 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-22 01:32:29 main:474] : INFO : Configuration: [2022-03-22 01:32:29 main:475] : INFO : Model type: GRU [2022-03-22 01:32:29 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-22 01:32:29 main:477] : INFO : Max Epochs: 2048 [2022-03-22 01:32:30 main:478] : INFO : Batch Size: 128 [2022-03-22 01:32:30 main:479] : INFO : Learning Rate: 0.01 [2022-03-22 01:32:30 main:480] : INFO : Patience: 10 [2022-03-22 01:32:30 main:481] : INFO : Hidden Width: 12 [2022-03-22 01:32:30 main:482] : INFO : # Recurrent Layers: 4 [2022-03-22 01:32:31 main:483] : INFO : # Backend Layers: 4 [2022-03-22 01:32:31 main:484] : INFO : # Threads: 1 [2022-03-22 01:32:32 main:486] : INFO : Preparing Dataset [2022-03-22 01:32:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-22 01:32:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-22 01:35:43 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-22 01:35:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-22 01:35:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-22 01:35:49 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-22 01:35:50 main:494] : INFO : Creating Model [2022-03-22 01:35:50 main:507] : INFO : Preparing config file [2022-03-22 01:35:50 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-22 01:35:50 main:512] : INFO : Loading config [2022-03-22 01:35:51 main:514] : INFO : Loading state [2022-03-22 01:37:04 main:559] : INFO : Loading DataLoader into Memory [2022-03-22 01:37:06 main:562] : INFO : Starting Training [2022-03-22 01:38:25 main:574] : INFO : Epoch 1634 | loss: 0.03122 | val_loss: 0.0311869 | Time: 78795.6 ms [2022-03-22 01:38:59 main:574] : INFO : Epoch 1635 | loss: 0.0311479 | val_loss: 0.0311688 | Time: 33487.1 ms [2022-03-22 01:39:34 main:574] : INFO : Epoch 1636 | loss: 0.0311416 | val_loss: 0.0311698 | Time: 34427 ms [2022-03-22 01:40:35 main:574] : INFO : Epoch 1637 | loss: 0.0311394 | val_loss: 0.0311775 | Time: 60756.9 ms [2022-03-22 01:41:02 main:574] : INFO : Epoch 1638 | loss: 0.0311388 | val_loss: 0.031177 | Time: 26955.7 ms [2022-03-22 01:41:30 main:574] : INFO : Epoch 1639 | loss: 0.0311382 | val_loss: 0.0311713 | Time: 27899.6 ms [2022-03-22 01:42:00 main:574] : INFO : Epoch 1640 | loss: 0.0311362 | val_loss: 0.0311722 | Time: 30226.8 ms [2022-03-22 01:42:33 main:574] : INFO : Epoch 1641 | loss: 0.031135 | val_loss: 0.0311781 | Time: 31876.2 ms [2022-03-22 01:43:03 main:574] : INFO : Epoch 1642 | loss: 0.0311364 | val_loss: 0.0311735 | Time: 30439.6 ms [2022-03-22 01:43:35 main:574] : INFO : Epoch 1643 | loss: 0.0311377 | val_loss: 0.0311743 | Time: 31556 ms [2022-03-22 01:44:07 main:574] : INFO : Epoch 1644 | loss: 0.0311377 | val_loss: 0.0311695 | Time: 31346.7 ms [2022-03-22 01:44:39 main:574] : INFO : Epoch 1645 | loss: 0.0311341 | val_loss: 0.0311721 | Time: 31833.1 ms [2022-03-22 01:45:17 main:574] : INFO : Epoch 1646 | loss: 0.031133 | val_loss: 0.0311784 | Time: 38453.1 ms [2022-03-22 01:45:48 main:574] : INFO : Epoch 1647 | loss: 0.0311334 | val_loss: 0.0311728 | Time: 30813.5 ms [2022-03-22 01:46:18 main:574] : INFO : Epoch 1648 | loss: 0.0311338 | val_loss: 0.0311744 | Time: 28441.1 ms [2022-03-22 01:46:47 main:574] : INFO : Epoch 1649 | loss: 0.0311346 | val_loss: 0.0311731 | Time: 27958.6 ms [2022-03-22 01:47:15 main:574] : INFO : Epoch 1650 | loss: 0.0311333 | val_loss: 0.0311706 | Time: 27945.1 ms [2022-03-22 01:47:42 main:574] : INFO : Epoch 1651 | loss: 0.0311327 | val_loss: 0.0311691 | Time: 27319 ms [2022-03-22 01:48:12 main:574] : INFO : Epoch 1652 | loss: 0.03114 | val_loss: 0.0311684 | Time: 29439.1 ms [2022-03-22 01:48:46 main:574] : INFO : Epoch 1653 | loss: 0.0311407 | val_loss: 0.0311691 | Time: 34173.6 ms [2022-03-22 01:49:16 main:574] : INFO : Epoch 1654 | loss: 0.0311382 | val_loss: 0.0311676 | Time: 29508.8 ms [2022-03-22 01:49:45 main:574] : INFO : Epoch 1655 | loss: 0.0311356 | val_loss: 0.0311702 | Time: 28457.3 ms [2022-03-22 01:50:11 main:574] : INFO : Epoch 1656 | loss: 0.0311356 | val_loss: 0.0311693 | Time: 25923 ms [2022-03-22 01:50:42 main:574] : INFO : Epoch 1657 | loss: 0.0311351 | val_loss: 0.0311737 | Time: 30416.4 ms [2022-03-22 01:51:11 main:574] : INFO : Epoch 1658 | loss: 0.0311355 | val_loss: 0.0311729 | Time: 28757.6 ms [2022-03-22 01:51:40 main:574] : INFO : Epoch 1659 | loss: 0.031134 | val_loss: 0.031174 | Time: 29608.5 ms [2022-03-22 01:52:18 main:574] : INFO : Epoch 1660 | loss: 0.0311331 | val_loss: 0.0311694 | Time: 37552.4 ms [2022-03-22 01:52:55 main:574] : INFO : Epoch 1661 | loss: 0.0311341 | val_loss: 0.0311707 | Time: 36467.9 ms [2022-03-22 01:53:31 main:574] : INFO : Epoch 1662 | loss: 0.0311342 | val_loss: 0.0311723 | Time: 34600 ms [2022-03-22 01:54:05 main:574] : INFO : Epoch 1663 | loss: 0.0311335 | val_loss: 0.0311718 | Time: 33966.8 ms [2022-03-22 01:54:43 main:574] : INFO : Epoch 1664 | loss: 0.0311342 | val_loss: 0.0311687 | Time: 37866.1 ms [2022-03-22 01:55:14 main:574] : INFO : Epoch 1665 | loss: 0.0311377 | val_loss: 0.031172 | Time: 30732.5 ms [2022-03-22 01:55:42 main:574] : INFO : Epoch 1666 | loss: 0.0311381 | val_loss: 0.0311849 | Time: 28026.9 ms [2022-03-22 01:56:10 main:574] : INFO : Epoch 1667 | loss: 0.0311412 | val_loss: 0.0311683 | Time: 27123.2 ms [2022-03-22 01:56:46 main:574] : INFO : Epoch 1668 | loss: 0.0311351 | val_loss: 0.0311737 | Time: 36335.5 ms [2022-03-22 01:57:28 main:574] : INFO : Epoch 1669 | loss: 0.0311366 | val_loss: 0.0311682 | Time: 40674.8 ms [2022-03-22 01:58:06 main:574] : INFO : Epoch 1670 | loss: 0.0311349 | val_loss: 0.0311686 | Time: 37863 ms [2022-03-22 01:58:39 main:574] : INFO : Epoch 1671 | loss: 0.0311361 | val_loss: 0.0311724 | Time: 32029.6 ms [2022-03-22 01:59:09 main:574] : INFO : Epoch 1672 | loss: 0.0311317 | val_loss: 0.0311712 | Time: 30449.3 ms [2022-03-22 01:59:39 main:574] : INFO : Epoch 1673 | loss: 0.0311304 | val_loss: 0.0311714 | Time: 29888.3 ms [2022-03-22 02:00:25 main:574] : INFO : Epoch 1674 | loss: 0.0311301 | val_loss: 0.0311741 | Time: 45666 ms [2022-03-22 02:01:00 main:574] : INFO : Epoch 1675 | loss: 0.0311306 | val_loss: 0.0311706 | Time: 33780.8 ms [2022-03-22 02:01:31 main:574] : INFO : Epoch 1676 | loss: 0.0311293 | val_loss: 0.0311706 | Time: 30334.1 ms [2022-03-22 02:02:03 main:574] : INFO : Epoch 1677 | loss: 0.0311332 | val_loss: 0.0311757 | Time: 32030.8 ms [2022-03-22 02:02:33 main:574] : INFO : Epoch 1678 | loss: 0.0311342 | val_loss: 0.0311728 | Time: 29409.7 ms [2022-03-22 02:03:03 main:574] : INFO : Epoch 1679 | loss: 0.0311308 | val_loss: 0.0311736 | Time: 30493.4 ms [2022-03-22 02:03:31 main:574] : INFO : Epoch 1680 | loss: 0.0311295 | val_loss: 0.0311724 | Time: 28116.6 ms [2022-03-22 02:04:02 main:574] : INFO : Epoch 1681 | loss: 0.0311349 | val_loss: 0.0311701 | Time: 30311.4 ms [2022-03-22 02:04:51 main:574] : INFO : Epoch 1682 | loss: 0.0311356 | val_loss: 0.0311758 | Time: 48056.4 ms [2022-03-22 02:05:23 main:574] : INFO : Epoch 1683 | loss: 0.0311327 | val_loss: 0.0311721 | Time: 31833.7 ms [2022-03-22 02:05:53 main:574] : INFO : Epoch 1684 | loss: 0.0311348 | val_loss: 0.0311718 | Time: 29728.6 ms [2022-03-22 02:06:30 main:574] : INFO : Epoch 1685 | loss: 0.0311397 | val_loss: 0.031165 | Time: 37331.2 ms [2022-03-22 02:07:07 main:574] : INFO : Epoch 1686 | loss: 0.0311508 | val_loss: 0.0311724 | Time: 36081.5 ms [2022-03-22 02:07:34 main:574] : INFO : Epoch 1687 | loss: 0.0311571 | val_loss: 0.0311701 | Time: 26787.7 ms [2022-03-22 02:08:07 main:574] : INFO : Epoch 1688 | loss: 0.0311573 | val_loss: 0.0311738 | Time: 31808.7 ms [2022-03-22 02:08:36 main:574] : INFO : Epoch 1689 | loss: 0.0311554 | val_loss: 0.0311703 | Time: 28788.5 ms [2022-03-22 02:09:04 main:574] : INFO : Epoch 1690 | loss: 0.0311532 | val_loss: 0.0311712 | Time: 28431.2 ms [2022-03-22 02:09:35 main:574] : INFO : Epoch 1691 | loss: 0.0311551 | val_loss: 0.0311698 | Time: 30129 ms [2022-03-22 02:10:13 main:574] : INFO : Epoch 1692 | loss: 0.0311533 | val_loss: 0.031171 | Time: 38698.8 ms [2022-03-22 02:10:52 main:574] : INFO : Epoch 1693 | loss: 0.0311506 | val_loss: 0.0311697 | Time: 37694.3 ms [2022-03-22 02:11:46 main:574] : INFO : Epoch 1694 | loss: 0.0311497 | val_loss: 0.0311698 | Time: 52680 ms [2022-03-22 02:12:24 main:574] : INFO : Epoch 1695 | loss: 0.0311484 | val_loss: 0.0311684 | Time: 37292.5 ms [2022-03-22 02:13:05 main:574] : INFO : Epoch 1696 | loss: 0.0311475 | val_loss: 0.0311702 | Time: 39802.3 ms [2022-03-22 02:13:43 main:574] : INFO : Epoch 1697 | loss: 0.0311491 | val_loss: 0.031177 | Time: 38521 ms [2022-03-22 02:14:22 main:574] : INFO : Epoch 1698 | loss: 0.0311486 | val_loss: 0.0311715 | Time: 38700 ms [2022-03-22 02:15:03 main:574] : INFO : Epoch 1699 | loss: 0.0311483 | val_loss: 0.0311704 | Time: 39616.8 ms [2022-03-22 02:15:40 main:574] : INFO : Epoch 1700 | loss: 0.0311486 | val_loss: 0.0311714 | Time: 36107.7 ms [2022-03-22 02:16:15 main:574] : INFO : Epoch 1701 | loss: 0.0311503 | val_loss: 0.0311694 | Time: 34190.5 ms [2022-03-22 02:16:55 main:574] : INFO : Epoch 1702 | loss: 0.0311479 | val_loss: 0.0311728 | Time: 40352.9 ms [2022-03-22 02:17:34 main:574] : INFO : Epoch 1703 | loss: 0.0311464 | val_loss: 0.0311693 | Time: 38106.5 ms [2022-03-22 02:18:10 main:574] : INFO : Epoch 1704 | loss: 0.0311462 | val_loss: 0.0311748 | Time: 35820.6 ms [2022-03-22 02:18:48 main:574] : INFO : Epoch 1705 | loss: 0.0311465 | val_loss: 0.0311751 | Time: 36862.4 ms [2022-03-22 02:19:18 main:574] : INFO : Epoch 1706 | loss: 0.0311494 | val_loss: 0.0311699 | Time: 29861.5 ms [2022-03-22 02:19:48 main:574] : INFO : Epoch 1707 | loss: 0.0311489 | val_loss: 0.0311699 | Time: 29935.1 ms [2022-03-22 02:20:28 main:574] : INFO : Epoch 1708 | loss: 0.0311472 | val_loss: 0.0311728 | Time: 39926.6 ms [2022-03-22 02:20:58 main:574] : INFO : Epoch 1709 | loss: 0.0311454 | val_loss: 0.0311689 | Time: 29079.7 ms [2022-03-22 02:21:28 main:574] : INFO : Epoch 1710 | loss: 0.0311438 | val_loss: 0.0311717 | Time: 30064.7 ms [2022-03-22 02:21:56 main:574] : INFO : Epoch 1711 | loss: 0.0311438 | val_loss: 0.0311728 | Time: 28092.7 ms [2022-03-22 02:22:26 main:574] : INFO : Epoch 1712 | loss: 0.0311428 | val_loss: 0.0311717 | Time: 29072.2 ms [2022-03-22 02:22:54 main:574] : INFO : Epoch 1713 | loss: 0.0311429 | val_loss: 0.0311712 | Time: 27669.5 ms [2022-03-22 02:23:24 main:574] : INFO : Epoch 1714 | loss: 0.0311446 | val_loss: 0.0311698 | Time: 29884.2 ms [2022-03-22 02:23:56 main:574] : INFO : Epoch 1715 | loss: 0.0311442 | val_loss: 0.0311693 | Time: 32208.4 ms [2022-03-22 02:24:24 main:574] : INFO : Epoch 1716 | loss: 0.0311419 | val_loss: 0.0311691 | Time: 27658.4 ms [2022-03-22 02:24:53 main:574] : INFO : Epoch 1717 | loss: 0.0311411 | val_loss: 0.031166 | Time: 28340 ms [2022-03-22 02:25:26 main:574] : INFO : Epoch 1718 | loss: 0.031141 | val_loss: 0.0311765 | Time: 32811.8 ms [2022-03-22 02:25:53 main:574] : INFO : Epoch 1719 | loss: 0.031146 | val_loss: 0.0311715 | Time: 25743.7 ms [2022-03-22 02:26:22 main:574] : INFO : Epoch 1720 | loss: 0.0311491 | val_loss: 0.0311715 | Time: 29687.4 ms [2022-03-22 02:26:53 main:574] : INFO : Epoch 1721 | loss: 0.0311513 | val_loss: 0.031167 | Time: 30334.9 ms [2022-03-22 02:27:30 main:574] : INFO : Epoch 1722 | loss: 0.0311487 | val_loss: 0.0311661 | Time: 37418.5 ms [2022-03-22 02:28:06 main:574] : INFO : Epoch 1723 | loss: 0.0311466 | val_loss: 0.0311639 | Time: 35438.2 ms [2022-03-22 02:28:40 main:574] : INFO : Epoch 1724 | loss: 0.0311454 | val_loss: 0.0311677 | Time: 33594.1 ms [2022-03-22 02:29:09 main:574] : INFO : Epoch 1725 | loss: 0.031146 | val_loss: 0.031168 | Time: 29102.1 ms [2022-03-22 02:29:41 main:574] : INFO : Epoch 1726 | loss: 0.0311427 | val_loss: 0.0311656 | Time: 30418.5 ms [2022-03-22 02:30:26 main:574] : INFO : Epoch 1727 | loss: 0.0311437 | val_loss: 0.031163 | Time: 45375.1 ms [2022-03-22 02:30:54 main:574] : INFO : Epoch 1728 | loss: 0.0311429 | val_loss: 0.0311657 | Time: 27800.4 ms [2022-03-22 02:31:26 main:574] : INFO : Epoch 1729 | loss: 0.0311459 | val_loss: 0.0311692 | Time: 31742.3 ms [2022-03-22 02:32:00 main:574] : INFO : Epoch 1730 | loss: 0.0311464 | val_loss: 0.0311669 | Time: 33034.6 ms [2022-03-22 02:32:50 main:574] : INFO : Epoch 1731 | loss: 0.0311441 | val_loss: 0.0311692 | Time: 50588 ms [2022-03-22 02:33:24 main:574] : INFO : Epoch 1732 | loss: 0.0311448 | val_loss: 0.0311779 | Time: 33313.6 ms [2022-03-22 02:33:59 main:574] : INFO : Epoch 1733 | loss: 0.0311456 | val_loss: 0.0311691 | Time: 34507.8 ms [2022-03-22 02:34:36 main:574] : INFO : Epoch 1734 | loss: 0.0311426 | val_loss: 0.0311709 | Time: 36498.3 ms [2022-03-22 02:35:12 main:574] : INFO : Epoch 1735 | loss: 0.0311417 | val_loss: 0.0311674 | Time: 35189.1 ms [2022-03-22 02:35:47 main:574] : INFO : Epoch 1736 | loss: 0.0311405 | val_loss: 0.0311703 | Time: 35211.3 ms [2022-03-22 02:36:24 main:574] : INFO : Epoch 1737 | loss: 0.0311461 | val_loss: 0.0311755 | Time: 36695.7 ms [2022-03-22 02:37:06 main:574] : INFO : Epoch 1738 | loss: 0.0311441 | val_loss: 0.0311706 | Time: 41259.7 ms [2022-03-22 02:37:42 main:574] : INFO : Epoch 1739 | loss: 0.0311467 | val_loss: 0.0311682 | Time: 35645.7 ms [2022-03-22 02:38:19 main:574] : INFO : Epoch 1740 | loss: 0.0311436 | val_loss: 0.0311708 | Time: 37238.7 ms [2022-03-22 02:38:56 main:574] : INFO : Epoch 1741 | loss: 0.0311457 | val_loss: 0.0311702 | Time: 36947.2 ms [2022-03-22 02:39:35 main:574] : INFO : Epoch 1742 | loss: 0.031142 | val_loss: 0.0311706 | Time: 38055.4 ms [2022-03-22 02:40:37 main:574] : INFO : Epoch 1743 | loss: 0.0311438 | val_loss: 0.0311687 | Time: 62116.9 ms [2022-03-22 02:41:14 main:574] : INFO : Epoch 1744 | loss: 0.0311438 | val_loss: 0.0311688 | Time: 36076.8 ms [2022-03-22 02:41:49 main:574] : INFO : Epoch 1745 | loss: 0.0311485 | val_loss: 0.0311678 | Time: 34396.2 ms [2022-03-22 02:42:26 main:574] : INFO : Epoch 1746 | loss: 0.0311435 | val_loss: 0.0311713 | Time: 36725 ms [2022-03-22 02:42:56 main:574] : INFO : Epoch 1747 | loss: 0.0311417 | val_loss: 0.0311697 | Time: 29353.9 ms [2022-03-22 02:43:29 main:574] : INFO : Epoch 1748 | loss: 0.0311429 | val_loss: 0.0311669 | Time: 33459.4 ms [2022-03-22 02:44:00 main:574] : INFO : Epoch 1749 | loss: 0.0311427 | val_loss: 0.0311686 | Time: 30463.7 ms [2022-03-22 02:44:34 main:574] : INFO : Epoch 1750 | loss: 0.0311436 | val_loss: 0.0311688 | Time: 33577.4 ms [2022-03-22 02:45:13 main:574] : INFO : Epoch 1751 | loss: 0.0311428 | val_loss: 0.0311697 | Time: 38790.2 ms [2022-03-22 02:45:46 main:574] : INFO : Epoch 1752 | loss: 0.0311426 | val_loss: 0.0311709 | Time: 32028 ms [2022-03-22 02:46:18 main:574] : INFO : Epoch 1753 | loss: 0.0311453 | val_loss: 0.03117 | Time: 32095.3 ms [2022-03-22 02:46:53 main:574] : INFO : Epoch 1754 | loss: 0.0311444 | val_loss: 0.0311683 | Time: 34946.8 ms [2022-03-22 02:47:25 main:574] : INFO : Epoch 1755 | loss: 0.031139 | val_loss: 0.0311676 | Time: 32444.9 ms [2022-03-22 02:48:00 main:574] : INFO : Epoch 1756 | loss: 0.0311384 | val_loss: 0.0311695 | Time: 33332 ms [2022-03-22 02:48:31 main:574] : INFO : Epoch 1757 | loss: 0.0311383 | val_loss: 0.0311681 | Time: 31365.1 ms [2022-03-22 02:49:05 main:574] : INFO : Epoch 1758 | loss: 0.0311424 | val_loss: 0.0311693 | Time: 33857.3 ms [2022-03-22 02:49:39 main:574] : INFO : Epoch 1759 | loss: 0.0311429 | val_loss: 0.031166 | Time: 33427.8 ms [2022-03-22 02:50:23 main:574] : INFO : Epoch 1760 | loss: 0.0311424 | val_loss: 0.0311668 | Time: 43889.7 ms [2022-03-22 02:50:51 main:574] : INFO : Epoch 1761 | loss: 0.0311405 | val_loss: 0.0311685 | Time: 28353.9 ms [2022-03-22 02:51:21 main:574] : INFO : Epoch 1762 | loss: 0.0311473 | val_loss: 0.0311771 | Time: 29438.8 ms [2022-03-22 02:51:49 main:574] : INFO : Epoch 1763 | loss: 0.0311695 | val_loss: 0.0311761 | Time: 27054.4 ms [2022-03-22 02:52:25 main:574] : INFO : Epoch 1764 | loss: 0.0311667 | val_loss: 0.0311741 | Time: 35923.6 ms [2022-03-22 02:52:56 main:574] : INFO : Epoch 1765 | loss: 0.0311622 | val_loss: 0.0311731 | Time: 30829 ms [2022-03-22 02:53:35 main:574] : INFO : Epoch 1766 | loss: 0.031157 | val_loss: 0.0311681 | Time: 39370.1 ms [2022-03-22 02:54:06 main:574] : INFO : Epoch 1767 | loss: 0.0311538 | val_loss: 0.0311679 | Time: 30700.1 ms [2022-03-22 02:54:39 main:574] : INFO : Epoch 1768 | loss: 0.0311512 | val_loss: 0.031168 | Time: 32380.3 ms [2022-03-22 02:55:12 main:574] : INFO : Epoch 1769 | loss: 0.0311485 | val_loss: 0.0311687 | Time: 32156.7 ms [2022-03-22 02:55:44 main:574] : INFO : Epoch 1770 | loss: 0.0311456 | val_loss: 0.0311681 | Time: 31197 ms [2022-03-22 02:56:18 main:574] : INFO : Epoch 1771 | loss: 0.0311466 | val_loss: 0.0311659 | Time: 33596.6 ms [2022-03-22 02:56:51 main:574] : INFO : Epoch 1772 | loss: 0.0311445 | val_loss: 0.031167 | Time: 33102 ms [2022-03-22 02:57:26 main:574] : INFO : Epoch 1773 | loss: 0.0311446 | val_loss: 0.0311696 | Time: 34650.5 ms [2022-03-22 02:57:58 main:574] : INFO : Epoch 1774 | loss: 0.0311455 | val_loss: 0.0311735 | Time: 31867.2 ms [2022-03-22 02:58:36 main:574] : INFO : Epoch 1775 | loss: 0.0311447 | val_loss: 0.0311707 | Time: 37864.5 ms [2022-03-22 02:59:05 main:574] : INFO : Epoch 1776 | loss: 0.0311454 | val_loss: 0.0311729 | Time: 28503.7 ms [2022-03-22 02:59:34 main:574] : INFO : Epoch 1777 | loss: 0.0311447 | val_loss: 0.0311754 | Time: 28942.2 ms [2022-03-22 03:00:13 main:574] : INFO : Epoch 1778 | loss: 0.0311432 | val_loss: 0.031171 | Time: 38948.3 ms [2022-03-22 03:01:39 main:574] : INFO : Epoch 1779 | loss: 0.0311422 | val_loss: 0.0311678 | Time: 83659.9 ms [2022-03-22 03:03:11 main:574] : INFO : Epoch 1780 | loss: 0.0311405 | val_loss: 0.0311688 | Time: 90062.2 ms [2022-03-22 03:03:56 main:574] : INFO : Epoch 1781 | loss: 0.031139 | val_loss: 0.0311704 | Time: 42621.6 ms [2022-03-22 03:04:32 main:574] : INFO : Epoch 1782 | loss: 0.0311382 | val_loss: 0.0311683 | Time: 36317.5 ms [2022-03-22 03:05:06 main:574] : INFO : Epoch 1783 | loss: 0.0311378 | val_loss: 0.0311709 | Time: 32823.6 ms [2022-03-22 03:06:00 main:574] : INFO : Epoch 1784 | loss: 0.031139 | val_loss: 0.0311761 | Time: 53067.4 ms [2022-03-22 03:06:50 main:574] : INFO : Epoch 1785 | loss: 0.0311394 | val_loss: 0.0311716 | Time: 47276.8 ms [2022-03-22 03:07:24 main:574] : INFO : Epoch 1786 | loss: 0.0311406 | val_loss: 0.0311729 | Time: 33064.8 ms [2022-03-22 03:07:57 main:574] : INFO : Epoch 1787 | loss: 0.03114 | val_loss: 0.031166 | Time: 33250.3 ms [2022-03-22 03:08:29 main:574] : INFO : Epoch 1788 | loss: 0.0311409 | val_loss: 0.0311742 | Time: 31646.3 ms [2022-03-22 03:09:10 main:574] : INFO : Epoch 1789 | loss: 0.0311398 | val_loss: 0.0311667 | Time: 40024.9 ms [2022-03-22 03:09:44 main:574] : INFO : Epoch 1790 | loss: 0.0311381 | val_loss: 0.0311663 | Time: 33777.2 ms [2022-03-22 03:10:14 main:574] : INFO : Epoch 1791 | loss: 0.0311368 | val_loss: 0.0311679 | Time: 29939.4 ms [2022-03-22 03:10:49 main:574] : INFO : Epoch 1792 | loss: 0.0311412 | val_loss: 0.0311689 | Time: 35192.1 ms [2022-03-22 03:11:32 main:574] : INFO : Epoch 1793 | loss: 0.0311397 | val_loss: 0.0311672 | Time: 42449.5 ms [2022-03-22 03:12:15 main:574] : INFO : Epoch 1794 | loss: 0.0311373 | val_loss: 0.0311674 | Time: 42935.1 ms [2022-03-22 03:12:53 main:574] : INFO : Epoch 1795 | loss: 0.0311353 | val_loss: 0.0311666 | Time: 36594 ms [2022-03-22 03:13:35 main:574] : INFO : Epoch 1796 | loss: 0.031136 | val_loss: 0.0311711 | Time: 41388.2 ms [2022-03-22 03:14:06 main:574] : INFO : Epoch 1797 | loss: 0.0311356 | val_loss: 0.0311665 | Time: 31446 ms [2022-03-22 03:14:29 main:574] : INFO : Epoch 1798 | loss: 0.0311404 | val_loss: 0.0311685 | Time: 22944.1 ms [2022-03-22 03:14:59 main:574] : INFO : Epoch 1799 | loss: 0.0311462 | val_loss: 0.0311693 | Time: 29513.8 ms [2022-03-22 03:15:28 main:574] : INFO : Epoch 1800 | loss: 0.0311454 | val_loss: 0.0311627 | Time: 26452.1 ms [2022-03-22 03:15:57 main:574] : INFO : Epoch 1801 | loss: 0.0311433 | val_loss: 0.0311622 | Time: 28452.6 ms [2022-03-22 03:16:29 main:574] : INFO : Epoch 1802 | loss: 0.0311406 | val_loss: 0.0311635 | Time: 31516.8 ms [2022-03-22 03:17:08 main:574] : INFO : Epoch 1803 | loss: 0.0311404 | val_loss: 0.0311633 | Time: 38281.2 ms [2022-03-22 03:17:42 main:574] : INFO : Epoch 1804 | loss: 0.0311409 | val_loss: 0.0311626 | Time: 33942.3 ms [2022-03-22 03:18:07 main:574] : INFO : Epoch 1805 | loss: 0.0311401 | val_loss: 0.0311657 | Time: 25082.2 ms [2022-03-22 03:18:34 main:574] : INFO : Epoch 1806 | loss: 0.0311382 | val_loss: 0.0311634 | Time: 27338.1 ms [2022-03-22 03:18:56 main:574] : INFO : Epoch 1807 | loss: 0.0311365 | val_loss: 0.0311663 | Time: 21913.5 ms [2022-03-22 03:19:19 main:574] : INFO : Epoch 1808 | loss: 0.0311429 | val_loss: 0.0311656 | Time: 22564.2 ms [2022-03-22 03:19:43 main:574] : INFO : Epoch 1809 | loss: 0.0311408 | val_loss: 0.0311685 | Time: 22973.8 ms [2022-03-22 03:20:04 main:574] : INFO : Epoch 1810 | loss: 0.0311422 | val_loss: 0.0311645 | Time: 20450.8 ms [2022-03-22 03:20:34 main:574] : INFO : Epoch 1811 | loss: 0.0311412 | val_loss: 0.031167 | Time: 30264.7 ms [2022-03-22 03:20:57 main:574] : INFO : Epoch 1812 | loss: 0.0311373 | val_loss: 0.031168 | Time: 23245.8 ms [2022-03-22 03:21:19 main:574] : INFO : Epoch 1813 | loss: 0.0311369 | val_loss: 0.0311745 | Time: 21283.7 ms [2022-03-22 03:21:58 main:574] : INFO : Epoch 1814 | loss: 0.031139 | val_loss: 0.0311704 | Time: 38436.4 ms [2022-03-22 03:22:38 main:574] : INFO : Epoch 1815 | loss: 0.0311359 | val_loss: 0.0311669 | Time: 39851.8 ms [2022-03-22 03:23:54 main:574] : INFO : Epoch 1816 | loss: 0.0311391 | val_loss: 0.0311719 | Time: 73730.7 ms [2022-03-22 03:24:27 main:574] : INFO : Epoch 1817 | loss: 0.031148 | val_loss: 0.0311743 | Time: 33178.2 ms [2022-03-22 03:24:55 main:574] : INFO : Epoch 1818 | loss: 0.0311462 | val_loss: 0.0311693 | Time: 27101.5 ms [2022-03-22 03:25:25 main:574] : INFO : Epoch 1819 | loss: 0.0311503 | val_loss: 0.0311698 | Time: 29528 ms [2022-03-22 03:25:59 main:574] : INFO : Epoch 1820 | loss: 0.0311468 | val_loss: 0.0311677 | Time: 34700.1 ms [2022-03-22 03:26:35 main:574] : INFO : Epoch 1821 | loss: 0.0311438 | val_loss: 0.0311673 | Time: 34857.8 ms [2022-03-22 03:27:03 main:574] : INFO : Epoch 1822 | loss: 0.0311428 | val_loss: 0.0311708 | Time: 28119.9 ms [2022-03-22 03:27:37 main:574] : INFO : Epoch 1823 | loss: 0.0311429 | val_loss: 0.0311687 | Time: 33502 ms [2022-03-22 03:28:13 main:574] : INFO : Epoch 1824 | loss: 0.0311403 | val_loss: 0.0311673 | Time: 35521 ms [2022-03-22 03:28:52 main:574] : INFO : Epoch 1825 | loss: 0.0311379 | val_loss: 0.0311679 | Time: 38459.3 ms [2022-03-22 03:29:26 main:574] : INFO : Epoch 1826 | loss: 0.031139 | val_loss: 0.0311711 | Time: 33717.3 ms [2022-03-22 03:30:16 main:574] : INFO : Epoch 1827 | loss: 0.0311451 | val_loss: 0.031171 | Time: 49978.4 ms [2022-03-22 03:30:49 main:574] : INFO : Epoch 1828 | loss: 0.0311465 | val_loss: 0.0311709 | Time: 32087.5 ms [2022-03-22 03:31:30 main:574] : INFO : Epoch 1829 | loss: 0.0311513 | val_loss: 0.031166 | Time: 41081.7 ms [2022-03-22 03:32:04 main:574] : INFO : Epoch 1830 | loss: 0.0311466 | val_loss: 0.0311705 | Time: 34134.1 ms [2022-03-22 03:32:38 main:574] : INFO : Epoch 1831 | loss: 0.0311452 | val_loss: 0.0311683 | Time: 33400.2 ms [2022-03-22 03:33:14 main:574] : INFO : Epoch 1832 | loss: 0.0311413 | val_loss: 0.03117 | Time: 36146 ms [2022-03-22 03:33:50 main:574] : INFO : Epoch 1833 | loss: 0.0311406 | val_loss: 0.0311703 | Time: 34797.1 ms [2022-03-22 03:34:24 main:574] : INFO : Epoch 1834 | loss: 0.0311393 | val_loss: 0.0311692 | Time: 34340.6 ms [2022-03-22 03:34:56 main:574] : INFO : Epoch 1835 | loss: 0.031141 | val_loss: 0.0311699 | Time: 31523 ms [2022-03-22 03:35:23 main:574] : INFO : Epoch 1836 | loss: 0.0311374 | val_loss: 0.0311695 | Time: 27470.7 ms [2022-03-22 03:36:00 main:574] : INFO : Epoch 1837 | loss: 0.0311367 | val_loss: 0.0311702 | Time: 36955.5 ms [2022-03-22 03:36:47 main:574] : INFO : Epoch 1838 | loss: 0.0311364 | val_loss: 0.0311723 | Time: 46326.9 ms [2022-03-22 03:37:30 main:574] : INFO : Epoch 1839 | loss: 0.0311365 | val_loss: 0.0311688 | Time: 41875.1 ms [2022-03-22 03:38:11 main:574] : INFO : Epoch 1840 | loss: 0.0311343 | val_loss: 0.0311726 | Time: 41178.4 ms [2022-03-22 03:38:50 main:574] : INFO : Epoch 1841 | loss: 0.0311392 | val_loss: 0.031173 | Time: 38665.9 ms [2022-03-22 03:39:27 main:574] : INFO : Epoch 1842 | loss: 0.0311395 | val_loss: 0.0311691 | Time: 36571.3 ms [2022-03-22 03:39:56 main:574] : INFO : Epoch 1843 | loss: 0.0311408 | val_loss: 0.0311688 | Time: 29417.6 ms [2022-03-22 03:40:46 main:574] : INFO : Epoch 1844 | loss: 0.031137 | val_loss: 0.0311685 | Time: 49685.2 ms [2022-03-22 03:41:23 main:574] : INFO : Epoch 1845 | loss: 0.0311378 | val_loss: 0.0311739 | Time: 35719.6 ms [2022-03-22 03:41:54 main:574] : INFO : Epoch 1846 | loss: 0.0311371 | val_loss: 0.0311758 | Time: 31698.7 ms [2022-03-22 03:42:24 main:574] : INFO : Epoch 1847 | loss: 0.031137 | val_loss: 0.0311753 | Time: 29665.4 ms [2022-03-22 03:42:56 main:574] : INFO : Epoch 1848 | loss: 0.0311341 | val_loss: 0.0311713 | Time: 32120.8 ms [2022-03-22 03:43:27 main:574] : INFO : Epoch 1849 | loss: 0.031133 | val_loss: 0.031174 | Time: 30144.3 ms [2022-03-22 03:43:54 main:574] : INFO : Epoch 1850 | loss: 0.0311329 | val_loss: 0.0311737 | Time: 27204.7 ms [2022-03-22 03:44:23 main:574] : INFO : Epoch 1851 | loss: 0.031133 | val_loss: 0.0311715 | Time: 28586.2 ms [2022-03-22 03:44:56 main:574] : INFO : Epoch 1852 | loss: 0.0311314 | val_loss: 0.031176 | Time: 32234 ms [2022-03-22 03:45:21 main:574] : INFO : Epoch 1853 | loss: 0.0311311 | val_loss: 0.0311695 | Time: 24702.9 ms [2022-03-22 03:45:48 main:574] : INFO : Epoch 1854 | loss: 0.0311313 | val_loss: 0.0311705 | Time: 26869.9 ms [2022-03-22 03:46:14 main:574] : INFO : Epoch 1855 | loss: 0.0311307 | val_loss: 0.0311709 | Time: 25981.4 ms [2022-03-22 03:46:42 main:574] : INFO : Epoch 1856 | loss: 0.0311312 | val_loss: 0.0311765 | Time: 27797.7 ms [2022-03-22 03:47:11 main:574] : INFO : Epoch 1857 | loss: 0.0311327 | val_loss: 0.031173 | Time: 28390.5 ms [2022-03-22 03:47:35 main:574] : INFO : Epoch 1858 | loss: 0.0311335 | val_loss: 0.0311709 | Time: 24201.9 ms [2022-03-22 03:48:02 main:574] : INFO : Epoch 1859 | loss: 0.0311314 | val_loss: 0.0311768 | Time: 27088 ms [2022-03-22 03:48:34 main:574] : INFO : Epoch 1860 | loss: 0.0311354 | val_loss: 0.031169 | Time: 31056.4 ms [2022-03-22 03:49:07 main:574] : INFO : Epoch 1861 | loss: 0.0311379 | val_loss: 0.0311712 | Time: 33533.5 ms [2022-03-22 03:49:36 main:574] : INFO : Epoch 1862 | loss: 0.0311402 | val_loss: 0.0311691 | Time: 28900.7 ms [2022-03-22 03:50:01 main:574] : INFO : Epoch 1863 | loss: 0.0311396 | val_loss: 0.0311728 | Time: 24585.6 ms [2022-03-22 03:51:00 main:574] : INFO : Epoch 1864 | loss: 0.0311378 | val_loss: 0.0311642 | Time: 59118.4 ms [2022-03-22 03:51:39 main:574] : INFO : Epoch 1865 | loss: 0.0311373 | val_loss: 0.0311671 | Time: 38870.6 ms [2022-03-22 03:52:18 main:574] : INFO : Epoch 1866 | loss: 0.0311374 | val_loss: 0.0311671 | Time: 37625.2 ms [2022-03-22 03:53:00 main:574] : INFO : Epoch 1867 | loss: 0.0311369 | val_loss: 0.0311765 | Time: 42179.4 ms [2022-03-22 03:53:36 main:574] : INFO : Epoch 1868 | loss: 0.0311397 | val_loss: 0.0311682 | Time: 35756.5 ms [2022-03-22 03:54:11 main:574] : INFO : Epoch 1869 | loss: 0.0311518 | val_loss: 0.0311724 | Time: 35033.5 ms [2022-03-22 03:54:48 main:574] : INFO : Epoch 1870 | loss: 0.0311556 | val_loss: 0.0311729 | Time: 37219.5 ms [2022-03-22 03:55:25 main:574] : INFO : Epoch 1871 | loss: 0.0311546 | val_loss: 0.0311749 | Time: 36708.6 ms [2022-03-22 03:56:01 main:574] : INFO : Epoch 1872 | loss: 0.0311486 | val_loss: 0.0311698 | Time: 34319.7 ms [2022-03-22 03:56:26 main:574] : INFO : Epoch 1873 | loss: 0.0311445 | val_loss: 0.0311684 | Time: 24710.1 ms [2022-03-22 03:57:02 main:574] : INFO : Epoch 1874 | loss: 0.0311422 | val_loss: 0.0311718 | Time: 35446.3 ms [2022-03-22 03:57:32 main:574] : INFO : Epoch 1875 | loss: 0.0311408 | val_loss: 0.0311705 | Time: 30403.9 ms [2022-03-22 03:57:55 main:574] : INFO : Epoch 1876 | loss: 0.0311396 | val_loss: 0.0311719 | Time: 22721.4 ms [2022-03-22 03:58:29 main:574] : INFO : Epoch 1877 | loss: 0.0311385 | val_loss: 0.0311708 | Time: 33671.1 ms [2022-03-22 03:59:06 main:574] : INFO : Epoch 1878 | loss: 0.0311378 | val_loss: 0.03117 | Time: 37208 ms [2022-03-22 03:59:37 main:574] : INFO : Epoch 1879 | loss: 0.0311373 | val_loss: 0.0311674 | Time: 30262.4 ms [2022-03-22 04:00:15 main:574] : INFO : Epoch 1880 | loss: 0.0311362 | val_loss: 0.0311688 | Time: 37726.7 ms [2022-03-22 04:00:50 main:574] : INFO : Epoch 1881 | loss: 0.0311357 | val_loss: 0.0311726 | Time: 34296.6 ms [2022-03-22 04:01:55 main:574] : INFO : Epoch 1882 | loss: 0.0311363 | val_loss: 0.0311687 | Time: 64714.9 ms [2022-03-22 04:02:37 main:574] : INFO : Epoch 1883 | loss: 0.0311352 | val_loss: 0.0311748 | Time: 41355.4 ms [2022-03-22 04:03:13 main:574] : INFO : Epoch 1884 | loss: 0.0311395 | val_loss: 0.0311658 | Time: 35493.2 ms [2022-03-22 04:03:50 main:574] : INFO : Epoch 1885 | loss: 0.0311369 | val_loss: 0.0311722 | Time: 37056.5 ms [2022-03-22 04:04:22 main:574] : INFO : Epoch 1886 | loss: 0.0311425 | val_loss: 0.0311644 | Time: 31868.7 ms [2022-03-22 04:04:55 main:574] : INFO : Epoch 1887 | loss: 0.0311424 | val_loss: 0.0311681 | Time: 32662 ms [2022-03-22 04:05:28 main:574] : INFO : Epoch 1888 | loss: 0.0311379 | val_loss: 0.0311698 | Time: 32885.1 ms [2022-03-22 04:05:52 main:574] : INFO : Epoch 1889 | loss: 0.0311392 | val_loss: 0.0311711 | Time: 23559 ms [2022-03-22 04:06:24 main:574] : INFO : Epoch 1890 | loss: 0.0311375 | val_loss: 0.0311736 | Time: 32411 ms [2022-03-22 04:06:56 main:574] : INFO : Epoch 1891 | loss: 0.0311345 | val_loss: 0.0311643 | Time: 30879.5 ms [2022-03-22 04:07:31 main:574] : INFO : Epoch 1892 | loss: 0.0311331 | val_loss: 0.0311694 | Time: 34366.9 ms [2022-03-22 04:08:04 main:574] : INFO : Epoch 1893 | loss: 0.0311354 | val_loss: 0.0311679 | Time: 32763 ms [2022-03-22 04:08:37 main:574] : INFO : Epoch 1894 | loss: 0.0311335 | val_loss: 0.0311681 | Time: 33832.7 ms [2022-03-22 04:09:07 main:574] : INFO : Epoch 1895 | loss: 0.0311315 | val_loss: 0.0311689 | Time: 29820.7 ms [2022-03-22 04:09:40 main:574] : INFO : Epoch 1896 | loss: 0.031137 | val_loss: 0.0311744 | Time: 32506.9 ms [2022-03-22 04:10:29 main:574] : INFO : Epoch 1897 | loss: 0.0311353 | val_loss: 0.0311743 | Time: 48687.7 ms [2022-03-22 04:11:01 main:574] : INFO : Epoch 1898 | loss: 0.0311326 | val_loss: 0.0311705 | Time: 31491.4 ms [2022-03-22 04:11:35 main:574] : INFO : Epoch 1899 | loss: 0.0311341 | val_loss: 0.0311726 | Time: 33596.4 ms [2022-03-22 04:12:09 main:574] : INFO : Epoch 1900 | loss: 0.0311336 | val_loss: 0.0311704 | Time: 33890.1 ms [2022-03-22 04:12:41 main:574] : INFO : Epoch 1901 | loss: 0.0311324 | val_loss: 0.0311716 | Time: 31819.3 ms [2022-03-22 04:13:14 main:574] : INFO : Epoch 1902 | loss: 0.0311338 | val_loss: 0.0311721 | Time: 33120.2 ms [2022-03-22 04:13:44 main:574] : INFO : Epoch 1903 | loss: 0.0311337 | val_loss: 0.0311728 | Time: 30161.4 ms [2022-03-22 04:14:14 main:574] : INFO : Epoch 1904 | loss: 0.031133 | val_loss: 0.0311694 | Time: 29451.7 ms [2022-03-22 04:14:53 main:574] : INFO : Epoch 1905 | loss: 0.031133 | val_loss: 0.0311712 | Time: 37514.2 ms [2022-03-22 04:15:31 main:574] : INFO : Epoch 1906 | loss: 0.031132 | val_loss: 0.0311676 | Time: 38402.2 ms [2022-03-22 04:16:04 main:574] : INFO : Epoch 1907 | loss: 0.0311316 | val_loss: 0.0311729 | Time: 32798.5 ms [2022-03-22 04:16:56 main:574] : INFO : Epoch 1908 | loss: 0.0311333 | val_loss: 0.0311716 | Time: 52260.4 ms [2022-03-22 04:17:44 main:574] : INFO : Epoch 1909 | loss: 0.0311307 | val_loss: 0.0311738 | Time: 47198.4 ms [2022-03-22 04:18:14 main:574] : INFO : Epoch 1910 | loss: 0.0311322 | val_loss: 0.0311667 | Time: 29502.7 ms [2022-03-22 04:18:45 main:574] : INFO : Epoch 1911 | loss: 0.0311318 | val_loss: 0.0311678 | Time: 30239.6 ms [2022-03-22 04:19:15 main:574] : INFO : Epoch 1912 | loss: 0.0311309 | val_loss: 0.0311672 | Time: 30436.5 ms [2022-03-22 04:19:46 main:574] : INFO : Epoch 1913 | loss: 0.0311294 | val_loss: 0.0311712 | Time: 30569.2 ms [2022-03-22 04:20:32 main:574] : INFO : Epoch 1914 | loss: 0.0311296 | val_loss: 0.03117 | Time: 45398.5 ms [2022-03-22 04:21:04 main:574] : INFO : Epoch 1915 | loss: 0.031128 | val_loss: 0.0311719 | Time: 31958.1 ms [2022-03-22 04:21:35 main:574] : INFO : Epoch 1916 | loss: 0.0311272 | val_loss: 0.0311772 | Time: 30376.3 ms [2022-03-22 04:22:09 main:574] : INFO : Epoch 1917 | loss: 0.031132 | val_loss: 0.0311689 | Time: 33112.1 ms [2022-03-22 04:22:37 main:574] : INFO : Epoch 1918 | loss: 0.0311309 | val_loss: 0.0311731 | Time: 28267.1 ms [2022-03-22 04:23:10 main:574] : INFO : Epoch 1919 | loss: 0.0311294 | val_loss: 0.0311685 | Time: 32438.8 ms [2022-03-22 04:23:42 main:574] : INFO : Epoch 1920 | loss: 0.0311301 | val_loss: 0.0311713 | Time: 31956.6 ms [2022-03-22 04:24:16 main:574] : INFO : Epoch 1921 | loss: 0.0311289 | val_loss: 0.031175 | Time: 33409.8 ms [2022-03-22 04:24:47 main:574] : INFO : Epoch 1922 | loss: 0.0311312 | val_loss: 0.0311711 | Time: 31289.5 ms [2022-03-22 04:25:20 main:574] : INFO : Epoch 1923 | loss: 0.0311296 | val_loss: 0.0311691 | Time: 31720.5 ms [2022-03-22 04:25:51 main:574] : INFO : Epoch 1924 | loss: 0.0311272 | val_loss: 0.0311726 | Time: 30246.7 ms [2022-03-22 04:26:24 main:574] : INFO : Epoch 1925 | loss: 0.0311257 | val_loss: 0.0311724 | Time: 32867.4 ms [2022-03-22 04:26:59 main:574] : INFO : Epoch 1926 | loss: 0.0311283 | val_loss: 0.0311737 | Time: 35132.2 ms [2022-03-22 04:27:40 main:574] : INFO : Epoch 1927 | loss: 0.0311298 | val_loss: 0.0311698 | Time: 40715.2 ms [2022-03-22 04:28:14 main:574] : INFO : Epoch 1928 | loss: 0.0311319 | val_loss: 0.03117 | Time: 34217.5 ms [2022-03-22 04:28:44 main:574] : INFO : Epoch 1929 | loss: 0.0311315 | val_loss: 0.0311718 | Time: 29508.9 ms [2022-03-22 04:29:14 main:574] : INFO : Epoch 1930 | loss: 0.0311326 | val_loss: 0.0311734 | Time: 29769.6 ms [2022-03-22 04:29:44 main:574] : INFO : Epoch 1931 | loss: 0.0311333 | val_loss: 0.0311721 | Time: 30033.2 ms [2022-03-22 04:30:29 main:574] : INFO : Epoch 1932 | loss: 0.0311331 | val_loss: 0.0311699 | Time: 44600.4 ms [2022-03-22 04:31:15 main:574] : INFO : Epoch 1933 | loss: 0.0311344 | val_loss: 0.0311687 | Time: 45896 ms [2022-03-22 04:31:56 main:574] : INFO : Epoch 1934 | loss: 0.0311326 | val_loss: 0.0311651 | Time: 40797.8 ms [2022-03-22 04:32:28 main:574] : INFO : Epoch 1935 | loss: 0.0311323 | val_loss: 0.0311692 | Time: 30408.8 ms [2022-03-22 04:32:59 main:574] : INFO : Epoch 1936 | loss: 0.0311315 | val_loss: 0.0311689 | Time: 30945.1 ms [2022-03-22 04:33:31 main:574] : INFO : Epoch 1937 | loss: 0.0311337 | val_loss: 0.0311639 | Time: 32483.2 ms [2022-03-22 04:34:03 main:574] : INFO : Epoch 1938 | loss: 0.0311474 | val_loss: 0.0311698 | Time: 31392.6 ms [2022-03-22 04:34:34 main:574] : INFO : Epoch 1939 | loss: 0.0311563 | val_loss: 0.031172 | Time: 30542.5 ms [2022-03-22 04:35:02 main:574] : INFO : Epoch 1940 | loss: 0.0311534 | val_loss: 0.0311916 | Time: 28592.2 ms [2022-03-22 04:35:40 main:574] : INFO : Epoch 1941 | loss: 0.0311636 | val_loss: 0.0311776 | Time: 37913.4 ms [2022-03-22 04:36:15 main:574] : INFO : Epoch 1942 | loss: 0.0313473 | val_loss: 0.0505692 | Time: 34063.5 ms [2022-03-22 04:36:48 main:574] : INFO : Epoch 1943 | loss: 0.0347479 | val_loss: 0.0330741 | Time: 32957.9 ms [2022-03-22 04:37:23 main:574] : INFO : Epoch 1944 | loss: 0.0317276 | val_loss: 0.0312592 | Time: 34136.5 ms [2022-03-22 04:37:51 main:574] : INFO : Epoch 1945 | loss: 0.0312497 | val_loss: 0.0311964 | Time: 28248.2 ms [2022-03-22 04:38:22 main:574] : INFO : Epoch 1946 | loss: 0.031175 | val_loss: 0.0311649 | Time: 30866.8 ms [2022-03-22 04:38:55 main:574] : INFO : Epoch 1947 | loss: 0.0311618 | val_loss: 0.0311657 | Time: 33032.8 ms [2022-03-22 04:39:28 main:574] : INFO : Epoch 1948 | loss: 0.0311581 | val_loss: 0.0311645 | Time: 33028.7 ms [2022-03-22 04:40:14 main:574] : INFO : Epoch 1949 | loss: 0.0311575 | val_loss: 0.0311634 | Time: 44493.2 ms [2022-03-22 04:40:54 main:574] : INFO : Epoch 1950 | loss: 0.0311571 | val_loss: 0.0311645 | Time: 40341.1 ms [2022-03-22 04:41:28 main:574] : INFO : Epoch 1951 | loss: 0.0311545 | val_loss: 0.031165 | Time: 33313.9 ms [2022-03-22 04:41:58 main:574] : INFO : Epoch 1952 | loss: 0.0311564 | val_loss: 0.0311642 | Time: 30291.8 ms [2022-03-22 04:42:30 main:574] : INFO : Epoch 1953 | loss: 0.0311543 | val_loss: 0.0311622 | Time: 31091.5 ms [2022-03-22 04:43:01 main:574] : INFO : Epoch 1954 | loss: 0.0311505 | val_loss: 0.031164 | Time: 31737.7 ms [2022-03-22 04:43:35 main:574] : INFO : Epoch 1955 | loss: 0.0311484 | val_loss: 0.0311655 | Time: 32397.6 ms [2022-03-22 04:44:06 main:574] : INFO : Epoch 1956 | loss: 0.0311489 | val_loss: 0.0311646 | Time: 31334.3 ms [2022-03-22 04:44:39 main:574] : INFO : Epoch 1957 | loss: 0.0311478 | val_loss: 0.0311641 | Time: 32348 ms [2022-03-22 04:45:08 main:574] : INFO : Epoch 1958 | loss: 0.0311458 | val_loss: 0.0311635 | Time: 28756.5 ms [2022-03-22 04:45:41 main:574] : INFO : Epoch 1959 | loss: 0.0311445 | val_loss: 0.0311647 | Time: 33207.4 ms [2022-03-22 04:46:14 main:574] : INFO : Epoch 1960 | loss: 0.0311443 | val_loss: 0.0311655 | Time: 32792.6 ms [2022-03-22 04:47:53 main:574] : INFO : Epoch 1961 | loss: 0.0311443 | val_loss: 0.0311655 | Time: 98883.8 ms [2022-03-22 04:49:56 main:574] : INFO : Epoch 1962 | loss: 0.0311446 | val_loss: 0.0311663 | Time: 119847 ms [2022-03-22 04:51:52 main:574] : INFO : Epoch 1963 | loss: 0.0311444 | val_loss: 0.0311664 | Time: 115777 ms [2022-03-22 04:53:45 main:574] : INFO : Epoch 1964 | loss: 0.0311439 | val_loss: 0.0311683 | Time: 110339 ms [2022-03-22 04:55:40 main:574] : INFO : Epoch 1965 | loss: 0.0311438 | val_loss: 0.0311733 | Time: 114960 ms [2022-03-22 04:58:02 main:574] : INFO : Epoch 1966 | loss: 0.0311435 | val_loss: 0.0311671 | Time: 139653 ms [2022-03-22 05:00:16 main:574] : INFO : Epoch 1967 | loss: 0.0311418 | val_loss: 0.0311682 | Time: 133911 ms [2022-03-22 05:02:05 main:574] : INFO : Epoch 1968 | loss: 0.0311422 | val_loss: 0.0311696 | Time: 102284 ms [2022-03-22 05:04:41 main:574] : INFO : Epoch 1969 | loss: 0.031142 | val_loss: 0.03117 | Time: 156049 ms [2022-03-22 05:07:10 main:574] : INFO : Epoch 1970 | loss: 0.0311419 | val_loss: 0.0311702 | Time: 147602 ms [2022-03-22 05:09:32 main:574] : INFO : Epoch 1971 | loss: 0.0311401 | val_loss: 0.0311712 | Time: 141717 ms [2022-03-22 05:10:42 main:574] : INFO : Epoch 1972 | loss: 0.031141 | val_loss: 0.0311719 | Time: 66230.6 ms [2022-03-22 05:12:24 main:574] : INFO : Epoch 1973 | loss: 0.0311407 | val_loss: 0.0311716 | Time: 102695 ms [2022-03-22 05:14:32 main:574] : INFO : Epoch 1974 | loss: 0.0311431 | val_loss: 0.0311668 | Time: 127725 ms [2022-03-22 05:16:34 main:574] : INFO : Epoch 1975 | loss: 0.0311449 | val_loss: 0.0311669 | Time: 119224 ms [2022-03-22 05:18:40 main:574] : INFO : Epoch 1976 | loss: 0.0311494 | val_loss: 0.0311629 | Time: 125635 ms [2022-03-22 05:21:16 main:574] : INFO : Epoch 1977 | loss: 0.0311479 | val_loss: 0.0311661 | Time: 152359 ms [2022-03-22 05:23:18 main:574] : INFO : Epoch 1978 | loss: 0.0311468 | val_loss: 0.0311665 | Time: 120277 ms [2022-03-22 05:25:37 main:574] : INFO : Epoch 1979 | loss: 0.0311461 | val_loss: 0.0311666 | Time: 136468 ms [2022-03-22 05:27:48 main:574] : INFO : Epoch 1980 | loss: 0.0311509 | val_loss: 0.0311676 | Time: 130180 ms [2022-03-22 05:30:06 main:574] : INFO : Epoch 1981 | loss: 0.0311498 | val_loss: 0.0311667 | Time: 133768 ms [2022-03-22 05:31:52 main:574] : INFO : Epoch 1982 | loss: 0.0311493 | val_loss: 0.0311653 | Time: 105826 ms [2022-03-22 05:33:51 main:574] : INFO : Epoch 1983 | loss: 0.0311488 | val_loss: 0.031166 | Time: 118414 ms [2022-03-22 05:36:28 main:574] : INFO : Epoch 1984 | loss: 0.0311494 | val_loss: 0.0311648 | Time: 156462 ms [2022-03-22 05:38:21 main:574] : INFO : Epoch 1985 | loss: 0.0311465 | val_loss: 0.0311654 | Time: 108131 ms [2022-03-22 05:40:26 main:574] : INFO : Epoch 1986 | loss: 0.0311451 | val_loss: 0.0311654 | Time: 124484 ms [2022-03-22 05:42:05 main:574] : INFO : Epoch 1987 | loss: 0.0311447 | val_loss: 0.031165 | Time: 98197.6 ms [2022-03-22 05:43:37 main:574] : INFO : Epoch 1988 | loss: 0.031144 | val_loss: 0.0311675 | Time: 91499 ms [2022-03-22 05:45:24 main:574] : INFO : Epoch 1989 | loss: 0.0311427 | val_loss: 0.0311681 | Time: 106745 ms [2022-03-22 05:46:28 main:574] : INFO : Epoch 1990 | loss: 0.0311426 | val_loss: 0.0311671 | Time: 60172.9 ms [2022-03-22 05:46:59 main:574] : INFO : Epoch 1991 | loss: 0.0311438 | val_loss: 0.0311725 | Time: 30952.1 ms [2022-03-22 05:47:28 main:574] : INFO : Epoch 1992 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 29362.3 ms [2022-03-22 05:47:58 main:574] : INFO : Epoch 1993 | loss: 0.0311474 | val_loss: 0.0311683 | Time: 29218.9 ms [2022-03-22 05:48:26 main:574] : INFO : Epoch 1994 | loss: 0.0311462 | val_loss: 0.0311679 | Time: 27399.4 ms [2022-03-22 05:48:57 main:574] : INFO : Epoch 1995 | loss: 0.0311454 | val_loss: 0.0311693 | Time: 30808.2 ms [2022-03-22 05:49:30 main:574] : INFO : Epoch 1996 | loss: 0.0311472 | val_loss: 0.0311713 | Time: 31773.3 ms [2022-03-22 05:49:54 main:574] : INFO : Epoch 1997 | loss: 0.0311487 | val_loss: 0.0311685 | Time: 24367.6 ms [2022-03-22 05:50:17 main:574] : INFO : Epoch 1998 | loss: 0.0311482 | val_loss: 0.0311726 | Time: 22397.5 ms [2022-03-22 05:50:36 main:574] : INFO : Epoch 1999 | loss: 0.0311502 | val_loss: 0.0311711 | Time: 19365.8 ms [2022-03-22 05:50:58 main:574] : INFO : Epoch 2000 | loss: 0.0311491 | val_loss: 0.0311666 | Time: 21249.3 ms [2022-03-22 05:51:24 main:574] : INFO : Epoch 2001 | loss: 0.0311481 | val_loss: 0.0311656 | Time: 25927.9 ms [2022-03-22 05:51:51 main:574] : INFO : Epoch 2002 | loss: 0.0311449 | val_loss: 0.0311695 | Time: 26540.5 ms [2022-03-22 05:52:21 main:574] : INFO : Epoch 2003 | loss: 0.0311446 | val_loss: 0.0311688 | Time: 29664.2 ms [2022-03-22 05:52:52 main:574] : INFO : Epoch 2004 | loss: 0.0311451 | val_loss: 0.0311692 | Time: 30621.5 ms [2022-03-22 05:53:22 main:574] : INFO : Epoch 2005 | loss: 0.0311454 | val_loss: 0.0311708 | Time: 29441.8 ms [2022-03-22 05:53:51 main:574] : INFO : Epoch 2006 | loss: 0.0311442 | val_loss: 0.031172 | Time: 29375.5 ms [2022-03-22 05:54:18 main:574] : INFO : Epoch 2007 | loss: 0.0311433 | val_loss: 0.0311732 | Time: 26266.1 ms [2022-03-22 05:54:48 main:574] : INFO : Epoch 2008 | loss: 0.0311423 | val_loss: 0.0311706 | Time: 30363.3 ms [2022-03-22 05:55:20 main:574] : INFO : Epoch 2009 | loss: 0.0311446 | val_loss: 0.0311691 | Time: 31356.4 ms [2022-03-22 05:55:46 main:574] : INFO : Epoch 2010 | loss: 0.0311472 | val_loss: 0.0311671 | Time: 25924.4 ms [2022-03-22 05:56:15 main:574] : INFO : Epoch 2011 | loss: 0.0311457 | val_loss: 0.0311648 | Time: 27811.8 ms [2022-03-22 05:56:43 main:574] : INFO : Epoch 2012 | loss: 0.0311441 | val_loss: 0.0311661 | Time: 27512.1 ms [2022-03-22 05:57:10 main:574] : INFO : Epoch 2013 | loss: 0.0311449 | val_loss: 0.0311636 | Time: 26970.1 ms [2022-03-22 05:57:40 main:574] : INFO : Epoch 2014 | loss: 0.0311423 | val_loss: 0.0311672 | Time: 29856.6 ms [2022-03-22 05:58:08 main:574] : INFO : Epoch 2015 | loss: 0.0311406 | val_loss: 0.0311673 | Time: 28407.2 ms [2022-03-22 05:58:35 main:574] : INFO : Epoch 2016 | loss: 0.0311401 | val_loss: 0.0311675 | Time: 26939.6 ms [2022-03-22 05:59:00 main:574] : INFO : Epoch 2017 | loss: 0.031142 | val_loss: 0.0311642 | Time: 24234.7 ms [2022-03-22 05:59:34 main:574] : INFO : Epoch 2018 | loss: 0.0311463 | val_loss: 0.0311676 | Time: 34388.6 ms [2022-03-22 06:00:03 main:574] : INFO : Epoch 2019 | loss: 0.0311441 | val_loss: 0.0311657 | Time: 27425 ms [2022-03-22 06:00:32 main:574] : INFO : Epoch 2020 | loss: 0.0311416 | val_loss: 0.031167 | Time: 29468.4 ms [2022-03-22 06:01:01 main:574] : INFO : Epoch 2021 | loss: 0.0311431 | val_loss: 0.0311645 | Time: 28739.6 ms [2022-03-22 06:01:30 main:574] : INFO : Epoch 2022 | loss: 0.0311417 | val_loss: 0.0311682 | Time: 28483.4 ms [2022-03-22 06:01:58 main:574] : INFO : Epoch 2023 | loss: 0.0311397 | val_loss: 0.0311643 | Time: 27893.8 ms [2022-03-22 06:02:27 main:574] : INFO : Epoch 2024 | loss: 0.0311396 | val_loss: 0.0311676 | Time: 29574.2 ms [2022-03-22 06:02:55 main:574] : INFO : Epoch 2025 | loss: 0.031139 | val_loss: 0.0311681 | Time: 26923.3 ms [2022-03-22 06:03:32 main:574] : INFO : Epoch 2026 | loss: 0.0311385 | val_loss: 0.0311697 | Time: 36223.9 ms [2022-03-22 06:04:00 main:574] : INFO : Epoch 2027 | loss: 0.0311392 | val_loss: 0.0311722 | Time: 27634.2 ms [2022-03-22 06:04:27 main:574] : INFO : Epoch 2028 | loss: 0.0311398 | val_loss: 0.0311712 | Time: 27453.7 ms [2022-03-22 06:04:53 main:574] : INFO : Epoch 2029 | loss: 0.0311374 | val_loss: 0.0311727 | Time: 25547.1 ms [2022-03-22 06:05:13 main:574] : INFO : Epoch 2030 | loss: 0.0311373 | val_loss: 0.0311735 | Time: 19674.1 ms [2022-03-22 06:05:33 main:574] : INFO : Epoch 2031 | loss: 0.0311363 | val_loss: 0.0311733 | Time: 19387.1 ms [2022-03-22 06:05:52 main:574] : INFO : Epoch 2032 | loss: 0.0311395 | val_loss: 0.0311732 | Time: 18891.1 ms [2022-03-22 06:06:16 main:574] : INFO : Epoch 2033 | loss: 0.0311391 | val_loss: 0.031172 | Time: 24180 ms [2022-03-22 06:06:45 main:574] : INFO : Epoch 2034 | loss: 0.0311374 | val_loss: 0.0311695 | Time: 27335.8 ms [2022-03-22 06:07:12 main:574] : INFO : Epoch 2035 | loss: 0.0311394 | val_loss: 0.0311693 | Time: 26974.7 ms [2022-03-22 06:07:39 main:574] : INFO : Epoch 2036 | loss: 0.0311407 | val_loss: 0.0311645 | Time: 26951.7 ms [2022-03-22 06:08:07 main:574] : INFO : Epoch 2037 | loss: 0.0311411 | val_loss: 0.0311731 | Time: 27945.3 ms [2022-03-22 06:08:35 main:574] : INFO : Epoch 2038 | loss: 0.0311425 | val_loss: 0.0311664 | Time: 27719.2 ms [2022-03-22 06:09:03 main:574] : INFO : Epoch 2039 | loss: 0.0311404 | val_loss: 0.0311658 | Time: 27955.3 ms [2022-03-22 06:09:34 main:574] : INFO : Epoch 2040 | loss: 0.0311381 | val_loss: 0.0311669 | Time: 30898.2 ms [2022-03-22 06:10:03 main:574] : INFO : Epoch 2041 | loss: 0.0311373 | val_loss: 0.0311693 | Time: 28223 ms [2022-03-22 06:10:40 main:574] : INFO : Epoch 2042 | loss: 0.0311365 | val_loss: 0.0311694 | Time: 35601.5 ms [2022-03-22 06:11:14 main:574] : INFO : Epoch 2043 | loss: 0.0311367 | val_loss: 0.0311667 | Time: 34543.1 ms [2022-03-22 06:11:42 main:574] : INFO : Epoch 2044 | loss: 0.0311368 | val_loss: 0.0311654 | Time: 28005.5 ms [2022-03-22 06:12:10 main:574] : INFO : Epoch 2045 | loss: 0.0311351 | val_loss: 0.0311681 | Time: 27742.7 ms [2022-03-22 06:12:41 main:574] : INFO : Epoch 2046 | loss: 0.0311352 | val_loss: 0.0311685 | Time: 30121.6 ms [2022-03-22 06:13:10 main:574] : INFO : Epoch 2047 | loss: 0.0311349 | val_loss: 0.0311683 | Time: 29026.2 ms [2022-03-22 06:13:37 main:574] : INFO : Epoch 2048 | loss: 0.0311344 | val_loss: 0.0311732 | Time: 26185.7 ms [2022-03-22 06:13:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311732 [2022-03-22 06:13:37 main:603] : INFO : Saving end state to config to file [2022-03-22 06:13:38 main:608] : INFO : Success, exiting.. 06:13:38 (12012): 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)