wav2sleep-eog / config.yaml
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_target_: wav2sleep.models.wav2sleep.Wav2Sleep
epoch_mixer:
_target_: wav2sleep.models.wav2sleep.MultiModalAttentionEmbedder
activation: gelu
dim_ff: 512
dropout: 0.1
feature_dim: 128
layers: 2
nhead: 8
num_classes: 5
sequence_mixer:
_target_: wav2sleep.models.wav2sleep.SequenceCNN
activation: gelu
causal: false
dropout: 0.1
feature_dim: 128
kernel_size: 5
norm: layer
num_dilations: 5
num_layers: 2
signal_encoders:
_target_: wav2sleep.models.wav2sleep.SignalEncoders
activation: gelu
causal: false
chunk_causal: false
feature_dim: 128
initial_channels: 16
max_channels: 128
norm: instance
output_norm: false
signal_map:
EOG-L: EOG-L
EOG-R: EOG-R
use_residual: true