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authoraktersnurra <gustaf.rydholm@gmail.com>2020-08-03 23:33:34 +0200
committeraktersnurra <gustaf.rydholm@gmail.com>2020-08-03 23:33:34 +0200
commit07dd14116fe1d8148fb614b160245287533620fc (patch)
tree63395d88b17a14ad453c52889fcf541e6cbbdd3e /src/training/experiments/CharacterModel_Emnist_MLP/0721_190633/config.yml
parent704451318eb6b0b600ab314cb5aabfac82416bda (diff)
Working Emnist lines dataset.
Diffstat (limited to 'src/training/experiments/CharacterModel_Emnist_MLP/0721_190633/config.yml')
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diff --git a/src/training/experiments/CharacterModel_Emnist_MLP/0721_190633/config.yml b/src/training/experiments/CharacterModel_Emnist_MLP/0721_190633/config.yml
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--- a/src/training/experiments/CharacterModel_Emnist_MLP/0721_190633/config.yml
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-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: 0.001
- 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:
- betas:
- - 0.9
- - 0.999
- eps: 1.0e-08
- lr: 0.01
- weight_decay: 0
-train_args:
- batch_size: 256
- epochs: 16
- val_metric: accuracy