Index

A

activation (ConvBlock attribute) ActivationFactory (class in torchvision_customizer.layers) activations (ArchitectureConfig attribute), [1] add_attention() (DenseNetTemplate method) (EfficientNetTemplate method) (MobileNetTemplate method) (ResNetTemplate method) (Template method), [1] (VGGTemplate method) add_module() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

add_note() (ValidationError method) apply() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) apply_attention() (in module torchvision_customizer.layers) ArchitectureComparator (class in torchvision_customizer.utils) ArchitectureConfig (class in torchvision_customizer.utils) ArchitectureFactory (class in torchvision_customizer.utils) ArchitecturePattern (class in torchvision_customizer.utils) ArchitectureScorer (class in torchvision_customizer.utils) args (ValidationError attribute) AttentionBlock (class in torchvision_customizer.layers)

B

bfloat16() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) bottleneck_ratio (DenseConnectionBlock attribute) branch() (in module torchvision_customizer.compose) (in module torchvision_customizer.compose.operators) BranchedModule (class in torchvision_customizer.compose) (class in torchvision_customizer.compose.operators) buffers() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

build() (DenseNetTemplate method) (EfficientNetTemplate method) (MobileNetTemplate method) (ResNetTemplate method) (Template method), [1] (VGGTemplate method) build_from_config() (in module torchvision_customizer.recipe) build_recipe() (in module torchvision_customizer.recipe), [1] build_vision_model() (in module torchvision_customizer.compose)

C

calculate_output_shape() (ConvBlock method) (in module torchvision_customizer.utils) calculate_output_size() (PoolingBlock method) calculate_pooling_output_size() (in module torchvision_customizer.layers) call_super_init (AttentionBlock attribute) (BranchedModule attribute), [1] (CBAMBlock attribute) (ChannelAttention attribute), [1] (ChannelSpatialAttention attribute) (ComposableModule attribute), [1] (Compose attribute), [1] (ComposedModule attribute), [1] (ConvBlock attribute) (ConvBNAct attribute) (CoordConv attribute) (DenseConnectionBlock attribute) (DepthwiseBlock attribute) (DetectionHead attribute) (DropPath attribute) (ECABlock attribute) (FusedMBConv attribute) (GeM attribute) (GroupedBottleneck attribute) (Head attribute), [1] (HybridModel attribute) (InceptionModule attribute) (LayerScale attribute) (LPPool2d attribute) (MBConv attribute) (Mish attribute) (MultiHeadAttention attribute) (PatchStem attribute) (PoolingBlock attribute) (PositionalEncoding attribute) (ResidualBlock attribute) (ResidualWrapper attribute) (SEBlock attribute) (SegmentationHead attribute) (Sequential attribute) (SimpleStem attribute) (SpatialAttention attribute), [1] (SqueezeExcitation attribute) (Stage attribute), [1] (StandardBottleneck attribute) (Stem attribute), [1] (StochasticPool2d attribute) (TransitionLayer attribute) (VisionModel attribute), [1] (WideBottleneck attribute) categories() (ComponentRegistry method), [1] (in module torchvision_customizer.registry), [1] CBAMBlock (class in torchvision_customizer.blocks) ChannelAttention (class in torchvision_customizer.layers), [1] channels (ArchitectureConfig attribute), [1] (ChannelAttention attribute), [1] ChannelSpatialAttention (class in torchvision_customizer.layers) children() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) compile() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

ComponentRegistry (class in torchvision_customizer.registry) (class in torchvision_customizer.registry.component_registry) ComposableModule (class in torchvision_customizer.compose) (class in torchvision_customizer.compose.operators) Compose (class in torchvision_customizer.compose), [1] compose() (in module torchvision_customizer.compose) (in module torchvision_customizer.compose.operators) ComposedModule (class in torchvision_customizer.compose) (class in torchvision_customizer.compose.operators) ConvBlock (class in torchvision_customizer.blocks) ConvBNAct (class in torchvision_customizer.blocks) CoordConv (class in torchvision_customizer.blocks) count_parameters() (HybridModel method) (VisionModel method), [1] count_parameters_by_type() (in module torchvision_customizer.utils) cpu() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) create() (ActivationFactory static method) (ArchitectureFactory method) (NormalizationFactory static method) (PoolingFactory static method) create_attention_map() (in module torchvision_customizer.layers) create_example_recipe() (in module torchvision_customizer.recipe) create_recipe_from_template() (in module torchvision_customizer.recipe) cuda() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

D

DENSE (ArchitecturePattern attribute) DenseConnectionBlock (class in torchvision_customizer.blocks) densenet() (DenseNetTemplate class method) (EfficientNetTemplate class method) (in module torchvision_customizer.templates), [1] (MobileNetTemplate class method) (ResNetTemplate class method) (Template class method), [1] (VGGTemplate class method) DenseNetTemplate (class in torchvision_customizer.templates) DepthwiseBlock (class in torchvision_customizer.blocks) describe() (DenseNetTemplate method) (EfficientNetTemplate method) (MobileNetTemplate method) (ResNetTemplate method) (Template method), [1] (VGGTemplate method) DetectionHead (class in torchvision_customizer.compose) double() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

dropout_rate (ConvBlock attribute) dropout_rates (ArchitectureConfig attribute), [1] DropPath (class in torchvision_customizer.blocks) dump_patches (AttentionBlock attribute) (BranchedModule attribute), [1] (CBAMBlock attribute) (ChannelAttention attribute), [1] (ChannelSpatialAttention attribute) (ComposableModule attribute), [1] (Compose attribute), [1] (ComposedModule attribute), [1] (ConvBlock attribute) (ConvBNAct attribute) (CoordConv attribute) (DenseConnectionBlock attribute) (DepthwiseBlock attribute) (DetectionHead attribute) (DropPath attribute) (ECABlock attribute) (FusedMBConv attribute) (GeM attribute) (GroupedBottleneck attribute) (Head attribute), [1] (HybridModel attribute) (InceptionModule attribute) (LayerScale attribute) (LPPool2d attribute) (MBConv attribute) (Mish attribute) (MultiHeadAttention attribute) (PatchStem attribute) (PoolingBlock attribute) (PositionalEncoding attribute) (ResidualBlock attribute) (ResidualWrapper attribute) (SEBlock attribute) (SegmentationHead attribute) (Sequential attribute) (SimpleStem attribute) (SpatialAttention attribute), [1] (SqueezeExcitation attribute) (Stage attribute), [1] (StandardBottleneck attribute) (Stem attribute), [1] (StochasticPool2d attribute) (TransitionLayer attribute) (VisionModel attribute), [1] (WideBottleneck attribute)

E

ECABlock (class in torchvision_customizer.blocks) efficientnet() (in module torchvision_customizer.templates), [1] EfficientNetTemplate (class in torchvision_customizer.templates) embed_dim (MultiHeadAttention attribute) estimate_model_size() (in module torchvision_customizer.utils) eval() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) expand_config_list() (in module torchvision_customizer.utils)

expand_macros() (in module torchvision_customizer.recipe) explain() (Compose method), [1] (ComposedModule method), [1] (HybridModel method) (VisionModel method), [1] extra_repr() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) extract_tiers() (in module torchvision_customizer.hybrid)

F

float() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) forward() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

forward_features() (HybridModel method) (VisionModel method), [1] freeze_backbone() (HybridModel method) from_checkpoint() (HybridBuilder method) from_dict() (ArchitectureConfig class method) (Recipe class method), [1] from_name() (DenseNetTemplate class method) (EfficientNetTemplate class method) (MobileNetTemplate class method) (ResNetTemplate class method) (Template class method), [1] (VGGTemplate class method) from_torchvision() (HybridBuilder method) from_yaml() (Recipe class method), [1] FusedMBConv (class in torchvision_customizer.blocks)

G

GeM (class in torchvision_customizer.blocks) generate() (GridSearch method) (RandomSearch method) generate_with_index() (GridSearch method) (RandomSearch method) get() (ComponentRegistry method), [1] (in module torchvision_customizer.registry), [1] get_activation() (in module torchvision_customizer.layers), [1] get_backbone_info() (in module torchvision_customizer.hybrid) get_best() (ArchitectureComparator method) get_buffer() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) get_config() (DenseNetTemplate method) (EfficientNetTemplate method) (MobileNetTemplate method) (ResNetTemplate method) (Template method), [1] (VGGTemplate method) get_defaults() (ActivationFactory static method) (NormalizationFactory static method) (PoolingFactory static method) get_extra_state() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

get_layer_summary() (in module torchvision_customizer.utils) get_memory_usage() (in module torchvision_customizer.utils) get_model_flops() (in module torchvision_customizer.utils), [1] get_normalization() (in module torchvision_customizer.layers), [1] get_output_channels (ConvBlock property) get_parameter() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) get_pooling() (in module torchvision_customizer.layers), [1] get_stage_outputs() (HybridModel method) (VisionModel method), [1] get_statistics() (ArchitectureComparator method) get_submodule() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) get_supported_activations() (in module torchvision_customizer.layers) get_supported_normalizations() (in module torchvision_customizer.layers) get_supported_pooling() (in module torchvision_customizer.layers) get_template() (in module torchvision_customizer.recipe) get_top_k() (ArchitectureComparator method) get_worst() (ArchitectureComparator method) GridSearch (class in torchvision_customizer.utils) GroupedBottleneck (class in torchvision_customizer.blocks) growth_rate (DenseConnectionBlock attribute)

H

half() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

Head (class in torchvision_customizer.compose), [1] head (Recipe attribute), [1] HybridBuilder (class in torchvision_customizer.hybrid) HybridModel (class in torchvision_customizer.hybrid.builder)

I

in_channels (ConvBlock attribute) INCEPTION (ArchitecturePattern attribute) InceptionModule (class in torchvision_customizer.blocks) info() (ComponentRegistry method), [1] (in module torchvision_customizer.registry), [1] input_shape (ArchitectureConfig attribute), [1] (Recipe attribute), [1] ipu() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

is_activation_supported() (in module torchvision_customizer.layers) is_normalization_supported() (in module torchvision_customizer.layers) is_pooling_supported() (in module torchvision_customizer.layers) is_supported() (ActivationFactory static method) (NormalizationFactory static method) (PoolingFactory static method)

K

kernel_size (ConvBlock attribute) (SpatialAttention attribute), [1]

kernel_sizes (ArchitectureConfig attribute), [1]

L

LayerScale (class in torchvision_customizer.blocks) list() (ComponentRegistry method), [1] (in module torchvision_customizer.registry), [1] list_backbones() (HybridBuilder class method) list_templates() (DenseNetTemplate class method) (EfficientNetTemplate class method) (in module torchvision_customizer.recipe) (MobileNetTemplate class method) (ResNetTemplate class method) (Template class method), [1] (VGGTemplate class method) load_state_dict() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

load_yaml_config() (in module torchvision_customizer.recipe) load_yaml_recipe() (in module torchvision_customizer.recipe) LPPool2d (class in torchvision_customizer.layers)

M

MBConv (class in torchvision_customizer.blocks) merge_recipes() (in module torchvision_customizer.recipe) Mish (class in torchvision_customizer.blocks) MIXED (ArchitecturePattern attribute) mobilenet() (DenseNetTemplate class method) (EfficientNetTemplate class method) (in module torchvision_customizer.templates), [1] (MobileNetTemplate class method) (ResNetTemplate class method) (Template class method), [1] (VGGTemplate class method) MobileNetTemplate (class in torchvision_customizer.templates) modify_stage() (DenseNetTemplate method) (EfficientNetTemplate method) (MobileNetTemplate method) (ResNetTemplate method) (Template method), [1] (VGGTemplate method) module torchvision_customizer.blocks torchvision_customizer.cli torchvision_customizer.compose torchvision_customizer.compose.operators torchvision_customizer.hybrid torchvision_customizer.layers torchvision_customizer.recipe torchvision_customizer.registry torchvision_customizer.templates torchvision_customizer.utils modules() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

mtia() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) MultiHeadAttention (class in torchvision_customizer.layers)

N

name (Recipe attribute), [1] named_buffers() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) named_children() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) named_modules() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

named_parameters() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) NormalizationFactory (class in torchvision_customizer.layers) normalize_attention() (in module torchvision_customizer.layers) num_classes (ArchitectureConfig attribute), [1] num_conv_blocks (ArchitectureConfig attribute), [1] num_heads (MultiHeadAttention attribute) num_layers (DenseConnectionBlock attribute)

O

out_channels (BranchedModule property), [1] (ComposableModule property), [1] (Compose property), [1] (ComposedModule property), [1] (ConvBlock attribute) (DetectionHead property) (Head property), [1] (PatchStem property) (ResidualWrapper property) (SegmentationHead property) (Sequential property) (SimpleStem property) (Stage property), [1] (Stem property), [1] (TransitionLayer property) (VisionModel property), [1]

out_shape (BranchedModule property), [1] (ComposableModule property), [1] (Compose property), [1] (ComposedModule property), [1] (DetectionHead property) (Head property), [1] (PatchStem property) (ResidualWrapper property) (SegmentationHead property) (Sequential property) (SimpleStem property) (Stage property), [1] (Stem property), [1] (TransitionLayer property) (VisionModel property), [1]

P

padding (ConvBlock attribute) parameters() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

parse_definition() (in module torchvision_customizer.recipe) parse_recipe() (in module torchvision_customizer.recipe), [1] partial_load() (in module torchvision_customizer.hybrid) PatchStem (class in torchvision_customizer.compose) pattern (ArchitectureConfig attribute), [1] pooling_kernel_size (ConvBlock attribute) pooling_stride (ConvBlock attribute) pooling_type (ConvBlock attribute) PoolingBlock (class in torchvision_customizer.layers) PoolingFactory (class in torchvision_customizer.layers) PositionalEncoding (class in torchvision_customizer.layers) predict_memory_usage() (in module torchvision_customizer.utils) print_model_summary() (in module torchvision_customizer.utils), [1]

R

RandomSearch (class in torchvision_customizer.utils) Recipe (class in torchvision_customizer.recipe), [1] reduction (ChannelAttention attribute), [1] register() (ComponentRegistry method), [1] (DenseNetTemplate class method) (EfficientNetTemplate class method) (in module torchvision_customizer.registry), [1] (MobileNetTemplate class method) (ResNetTemplate class method) (Template class method), [1] (VGGTemplate class method) register_backward_hook() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) register_buffer() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) register_forward_hook() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) register_forward_pre_hook() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) register_full_backward_hook() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) register_full_backward_pre_hook() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) register_load_state_dict_post_hook() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

register_load_state_dict_pre_hook() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) register_module() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) register_parameter() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) register_pattern() (ArchitectureFactory method) register_state_dict_post_hook() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) register_state_dict_pre_hook() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) repeat() (in module torchvision_customizer.compose) (in module torchvision_customizer.compose.operators) replace_activation() (DenseNetTemplate method) (EfficientNetTemplate method) (MobileNetTemplate method) (ResNetTemplate method) (Template method), [1] (VGGTemplate method) replace_norm() (DenseNetTemplate method) (EfficientNetTemplate method) (MobileNetTemplate method) (ResNetTemplate method) (Template method), [1] (VGGTemplate method) requires_grad_() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) RESIDUAL (ArchitecturePattern attribute) residual() (in module torchvision_customizer.compose) (in module torchvision_customizer.compose.operators) ResidualBlock (class in torchvision_customizer.blocks) ResidualWrapper (class in torchvision_customizer.compose.operators) resnet() (DenseNetTemplate class method) (EfficientNetTemplate class method) (in module torchvision_customizer.templates), [1] (MobileNetTemplate class method) (ResNetTemplate class method) (Template class method), [1] (VGGTemplate class method) ResNetTemplate (class in torchvision_customizer.templates)

S

sample_architecture() (in module torchvision_customizer.utils) save_yaml_recipe() (in module torchvision_customizer.recipe) scale_channels() (DenseNetTemplate method) (EfficientNetTemplate method) (MobileNetTemplate method) (ResNetTemplate method) (Template method), [1] (VGGTemplate method) score_config() (ArchitectureScorer method) SEBlock (class in torchvision_customizer.blocks) SegmentationHead (class in torchvision_customizer.compose) SEQUENTIAL (ArchitecturePattern attribute) Sequential (class in torchvision_customizer.compose) set_extra_state() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) set_head() (DenseNetTemplate method) (EfficientNetTemplate method) (MobileNetTemplate method) (ResNetTemplate method) (Template method), [1] (VGGTemplate method) set_stem() (DenseNetTemplate method) (EfficientNetTemplate method) (MobileNetTemplate method) (ResNetTemplate method) (Template method), [1] (VGGTemplate method) set_submodule() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

share_memory() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) SimpleStem (class in torchvision_customizer.compose) SpatialAttention (class in torchvision_customizer.layers), [1] SqueezeExcitation (class in torchvision_customizer.blocks) Stage (class in torchvision_customizer.compose), [1] stages (Recipe attribute), [1] StandardBottleneck (class in torchvision_customizer.blocks) state_dict() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) Stem (class in torchvision_customizer.compose), [1] stem (Recipe attribute), [1] StochasticPool2d (class in torchvision_customizer.layers) stride (ConvBlock attribute) strides (ArchitectureConfig attribute), [1] supported_activations() (ActivationFactory static method) SUPPORTED_BACKBONES (HybridBuilder attribute) supported_backbones (HybridBuilder property) supported_normalizations() (NormalizationFactory static method) supported_pooling() (PoolingFactory static method)

T

T_destination (AttentionBlock attribute) (BranchedModule attribute), [1] (CBAMBlock attribute) (ChannelAttention attribute), [1] (ChannelSpatialAttention attribute) (ComposableModule attribute), [1] (Compose attribute), [1] (ComposedModule attribute), [1] (ConvBlock attribute) (ConvBNAct attribute) (CoordConv attribute) (DenseConnectionBlock attribute) (DepthwiseBlock attribute) (DetectionHead attribute) (DropPath attribute) (ECABlock attribute) (FusedMBConv attribute) (GeM attribute) (GroupedBottleneck attribute) (Head attribute), [1] (HybridModel attribute) (InceptionModule attribute) (LayerScale attribute) (LPPool2d attribute) (MBConv attribute) (Mish attribute) (MultiHeadAttention attribute) (PatchStem attribute) (PoolingBlock attribute) (PositionalEncoding attribute) (ResidualBlock attribute) (ResidualWrapper attribute) (SEBlock attribute) (SegmentationHead attribute) (Sequential attribute) (SimpleStem attribute) (SpatialAttention attribute), [1] (SqueezeExcitation attribute) (Stage attribute), [1] (StandardBottleneck attribute) (Stem attribute), [1] (StochasticPool2d attribute) (TransitionLayer attribute) (VisionModel attribute), [1] (WideBottleneck attribute) Template (class in torchvision_customizer.templates), [1] to() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) to_dict() (ArchitectureConfig method) (Recipe method), [1] to_empty() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) torchvision_customizer.blocks module torchvision_customizer.cli module torchvision_customizer.compose module torchvision_customizer.compose.operators module torchvision_customizer.hybrid module

torchvision_customizer.layers module torchvision_customizer.recipe module torchvision_customizer.registry module torchvision_customizer.templates module torchvision_customizer.utils module train() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method) training (AttentionBlock attribute) (BranchedModule attribute), [1] (CBAMBlock attribute) (ChannelAttention attribute), [1] (ChannelSpatialAttention attribute) (ComposableModule attribute), [1] (Compose attribute), [1] (ComposedModule attribute), [1] (ConvBlock attribute) (ConvBNAct attribute) (CoordConv attribute) (DenseConnectionBlock attribute) (DepthwiseBlock attribute) (DetectionHead attribute) (DropPath attribute) (ECABlock attribute) (FusedMBConv attribute) (GeM attribute) (GroupedBottleneck attribute) (Head attribute), [1] (HybridModel attribute) (InceptionModule attribute) (LayerScale attribute) (LPPool2d attribute) (MBConv attribute) (Mish attribute) (MultiHeadAttention attribute) (PatchStem attribute) (PoolingBlock attribute) (PositionalEncoding attribute) (ResidualBlock attribute) (ResidualWrapper attribute) (SEBlock attribute) (SegmentationHead attribute) (Sequential attribute) (SimpleStem attribute) (SpatialAttention attribute), [1] (SqueezeExcitation attribute) (Stage attribute), [1] (StandardBottleneck attribute) (Stem attribute), [1] (StochasticPool2d attribute) (TransitionLayer attribute) (VisionModel attribute), [1] (WideBottleneck attribute) transfer_weights() (in module torchvision_customizer.hybrid) TransitionLayer (class in torchvision_customizer.compose) type() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

U

unfreeze_all() (HybridModel method) use_attention (ArchitectureConfig attribute), [1] use_batchnorm (ArchitectureConfig attribute), [1] (ConvBlock attribute) use_batchnorm() (VGGTemplate method) use_dense (ArchitectureConfig attribute), [1]

use_dropout() (DenseNetTemplate method) (EfficientNetTemplate method) (MobileNetTemplate method) (ResNetTemplate method) (Template method), [1] (VGGTemplate method) use_residual (ArchitectureConfig attribute), [1]

V

validate() (ArchitectureConfig method) validate_architecture() (in module torchvision_customizer.utils), [1] validate_channel_progression() (in module torchvision_customizer.utils) validate_pooling_config() (in module torchvision_customizer.layers) validate_recipe_config() (in module torchvision_customizer.recipe) validate_spatial_dimensions() (in module torchvision_customizer.utils) ValidationError vgg() (DenseNetTemplate class method) (EfficientNetTemplate class method) (in module torchvision_customizer.templates), [1] (MobileNetTemplate class method) (ResNetTemplate class method) (Template class method), [1] (VGGTemplate class method)

VGGTemplate (class in torchvision_customizer.templates) VisionModel (class in torchvision_customizer.compose), [1]

W

WideBottleneck (class in torchvision_customizer.blocks)

with_traceback() (ValidationError method)

X

xpu() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)

Z

zero_grad() (AttentionBlock method) (BranchedModule method), [1] (CBAMBlock method) (ChannelAttention method), [1] (ChannelSpatialAttention method) (ComposableModule method), [1] (Compose method), [1] (ComposedModule method), [1] (ConvBlock method) (ConvBNAct method) (CoordConv method) (DenseConnectionBlock method) (DepthwiseBlock method) (DetectionHead method) (DropPath method) (ECABlock method) (FusedMBConv method) (GeM method) (GroupedBottleneck method) (Head method), [1] (HybridModel method) (InceptionModule method) (LayerScale method) (LPPool2d method) (MBConv method) (Mish method) (MultiHeadAttention method) (PatchStem method) (PoolingBlock method) (PositionalEncoding method) (ResidualBlock method) (ResidualWrapper method) (SEBlock method) (SegmentationHead method) (Sequential method) (SimpleStem method) (SpatialAttention method), [1] (SqueezeExcitation method) (Stage method), [1] (StandardBottleneck method) (Stem method), [1] (StochasticPool2d method) (TransitionLayer method) (VisionModel method), [1] (WideBottleneck method)