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Diffstat (limited to 'src/training/sweep_emnist_resnet.yml')
-rw-r--r-- | src/training/sweep_emnist_resnet.yml | 50 |
1 files changed, 0 insertions, 50 deletions
diff --git a/src/training/sweep_emnist_resnet.yml b/src/training/sweep_emnist_resnet.yml deleted file mode 100644 index 19a3040..0000000 --- a/src/training/sweep_emnist_resnet.yml +++ /dev/null @@ -1,50 +0,0 @@ -program: training/run_sweep.py -method: bayes -metric: - name: val_accuracy - goal: maximize -parameters: - dataset: - value: EmnistDataset - model: - value: CharacterModel - network: - value: ResidualNetwork - network_args.block_sizes: - distribution: q_uniform - min: 16 - max: 256 - q: 8 - network_args.depths: - distribution: int_uniform - min: 1 - max: 3 - network_args.levels: - distribution: int_uniform - min: 1 - max: 2 - network_args.activation: - distribution: categorical - values: - - gelu - - leaky_relu - - relu - - selu - optimizer_args.lr: - distribution: uniform - min: 1.e-5 - max: 1.e-1 - lr_scheduler_args.max_lr: - distribution: uniform - min: 1.e-5 - max: 1.e-1 - train_args.batch_size: - distribution: q_uniform - min: 32 - max: 256 - q: 8 - train_args.epochs: - value: 5 -early_terminate: - type: hyperband - min_iter: 2 |