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| author | aktersnurra <gustaf.rydholm@gmail.com> | 2020-08-03 23:33:34 +0200 |
|---|---|---|
| committer | aktersnurra <gustaf.rydholm@gmail.com> | 2020-08-03 23:33:34 +0200 |
| commit | 07dd14116fe1d8148fb614b160245287533620fc (patch) | |
| tree | 63395d88b17a14ad453c52889fcf541e6cbbdd3e /src/training/experiments/CharacterModel_Emnist_MLP/0721_153144 | |
| parent | 704451318eb6b0b600ab314cb5aabfac82416bda (diff) | |
Working Emnist lines dataset.
Diffstat (limited to 'src/training/experiments/CharacterModel_Emnist_MLP/0721_153144')
| -rw-r--r-- | src/training/experiments/CharacterModel_Emnist_MLP/0721_153144/config.yml | 47 |
1 files changed, 0 insertions, 47 deletions
diff --git a/src/training/experiments/CharacterModel_Emnist_MLP/0721_153144/config.yml b/src/training/experiments/CharacterModel_Emnist_MLP/0721_153144/config.yml deleted file mode 100644 index 829297d..0000000 --- a/src/training/experiments/CharacterModel_Emnist_MLP/0721_153144/config.yml +++ /dev/null @@ -1,47 +0,0 @@ -criterion: CrossEntropyLoss -criterion_args: - ignore_index: -100 - reduction: mean - weight: null -data_loader_args: - batch_size: 256 - cuda: true - num_workers: 0 - sample_to_balance: true - seed: 4711 - shuffle: true - splits: - - train - - val - subsample_fraction: null - target_transform: null - transform: null -dataloader: EmnistDataLoader -device: cuda:0 -experiment_group: Sample Experiments -lr_scheduler: OneCycleLR -lr_scheduler_args: - epochs: 16 - max_lr: 0.0003 - steps_per_epoch: 1314 -metrics: -- accuracy -model: CharacterModel -network: MLP -network_args: - input_size: 784 - num_layers: 3 - output_size: 62 -optimizer: AdamW -optimizer_args: - amsgrad: false - betas: - - 0.9 - - 0.999 - eps: 1.0e-08 - lr: 0.0006 - weight_decay: 5.0e-05 -train_args: - batch_size: 256 - epochs: 16 - val_metric: accuracy |