lucid.nn.functional

Linear Functions

• Linear Functions
  • nn.functional.linear
  • nn.functional.bilinear

Activation Functions

• Activation Functions
  • nn.functional.relu
  • nn.functional.leaky_relu
  • nn.functional.elu
  • nn.functional.selu
  • nn.functional.gelu
  • nn.functional.sigmoid
  • nn.functional.tanh
  • nn.functional.softmax

Attention Functions

• Attention Functions
  • nn.functional.scaled_dot_product_attention

Convolution Functions

• Convolution Functions
  • nn.functional.unfold
  • nn.functional.conv1d
  • nn.functional.conv2d
  • nn.functional.conv3d
  • nn.functional.conv_transpose1d
  • nn.functional.conv_transpose2d
  • nn.functional.conv_transpose3d

Pooling Functions

• Pooling Functions
  • nn.functional.avg_pool1d
  • nn.functional.avg_pool2d
  • nn.functional.avg_pool3d
  • nn.functional.max_pool1d
  • nn.functional.max_pool2d
  • nn.functional.max_pool3d
  • nn.functional.adaptive_avg_pool1d
  • nn.functional.adaptive_avg_pool2d
  • nn.functional.adaptive_avg_pool3d
  • nn.functional.adaptive_max_pool1d
  • nn.functional.adaptive_max_pool2d
  • nn.functional.adaptive_max_pool3d

Dropout Functions

• Dropout Functions
  • nn.functional.dropout
  • nn.functional.dropout1d
  • nn.functional.dropout2d
  • nn.functional.dropout3d
  • nn.functional.alpha_dropout
  • nn.functional.drop_block
  • nn.functional.drop_path

Normalization Functions

• Normalization Functions
  • nn.functional.normalize
  • nn.functional.batch_norm
  • nn.functional.layer_norm
  • nn.functional.instance_norm
  • nn.functional.global_response_norm

Loss Functions

• Loss Functions
  • nn.functional.mse_loss
  • nn.functional.binary_cross_entropy
  • nn.functional.cross_entropy
  • nn.functional.nll_loss
  • nn.functional.huber_loss

Spatial Functions

• Spatial Functions
  • nn.functional.affine_grid
  • nn.functional.grid_sample

Utility Functions

• Utility Functions
  • nn.functional.interpolate
  • nn.functional.rotate
  • nn.functional.embedding