scTab / hparams.yaml
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augment_training_data: true
batch_size: 2048
epsilon: 1.0e-15
gamma: 1.3
gene_dim: 19331
lambda_sparse: 1.0e-05
learning_rate: 0.005
lr_scheduler: !!python/name:torch.optim.lr_scheduler.StepLR ''
lr_scheduler_kwargs:
gamma: 0.9
step_size: 1
verbose: true
mask_type: entmax
momentum: 0.02
n_a: 64
n_d: 128
n_independent: 5
n_shared: 3
n_steps: 1
optimizer: !!python/name:torch.optim.adamw.AdamW ''
train_set_size: 15240192
type_dim: 164
val_set_size: 3500032
virtual_batch_size: 256
weight_decay: 0.05