Index

A

activate_analysis() (sc2bench.analysis.AnalyzableModule method) (sc2bench.models.detection.rcnn.BaseRCNN method) (sc2bench.models.detection.wrapper.InputCompressionDetectionModel method) (sc2bench.models.segmentation.base.BaseSegmentationModel method) AdaptivePad (class in sc2bench.transforms.misc) AnalyzableModule (class in sc2bench.analysis) analyze() (sc2bench.analysis.AnalyzableModule method) (sc2bench.analysis.BaseAnalyzer method) (sc2bench.analysis.FileSizeAccumulator method) (sc2bench.analysis.FileSizeAnalyzer method) (sc2bench.models.detection.rcnn.BaseRCNN method) (sc2bench.models.detection.wrapper.InputCompressionDetectionModel method) (sc2bench.models.segmentation.base.BaseSegmentationModel method)

analyze_model_size() (in module sc2bench.analysis)

B

BaseAnalyzer (class in sc2bench.analysis) BaseBottleneck (class in sc2bench.models.layer) BaseRCNN (class in sc2bench.models.detection.rcnn)

BaseSegmentationModel (class in sc2bench.models.segmentation.base) BPGModule (class in sc2bench.transforms.codec) BppLoss (class in sc2bench.loss)

C

cat_list() (in module sc2bench.transforms.collator) check_if_analyzable() (in module sc2bench.analysis) check_if_updatable() (in module sc2bench.models.backbone) (sc2bench.models.backbone.FeatureExtractionBackbone method) (sc2bench.models.detection.base.UpdatableBackboneWithFPN method) check_if_updatable_detection_model() (in module sc2bench.models.detection.base) check_if_updatable_segmentation_model() (in module sc2bench.models.segmentation.base) clear() (sc2bench.analysis.BaseAnalyzer method) (sc2bench.analysis.FileSizeAnalyzer method) clear_analysis() (sc2bench.analysis.AnalyzableModule method) (sc2bench.models.detection.rcnn.BaseRCNN method) (sc2bench.models.detection.wrapper.InputCompressionDetectionModel method) (sc2bench.models.segmentation.base.BaseSegmentationModel method)

ClearTargetTransform (class in sc2bench.transforms.misc) CodecFeatureCompressionClassifier (class in sc2bench.models.wrapper) CodecInputCompressionClassifier (class in sc2bench.models.wrapper) CodecInputCompressionSegmentationModel (class in sc2bench.models.segmentation.wrapper) compress() (sc2bench.models.detection.transform.RCNNTransformWithCompression method) (sc2bench.models.layer.EntropyBottleneckLayer method) compress_by_codec() (sc2bench.models.detection.transform.RCNNTransformWithCompression method) compress_by_model() (sc2bench.models.detection.transform.RCNNTransformWithCompression method) create_deeplabv3() (in module sc2bench.models.segmentation.deeplabv3) create_faster_rcnn_fpn() (in module sc2bench.models.detection.rcnn) CustomToTensor (class in sc2bench.transforms.misc)

D

deactivate_analysis() (sc2bench.analysis.AnalyzableModule method) (sc2bench.models.detection.rcnn.BaseRCNN method) (sc2bench.models.detection.wrapper.InputCompressionDetectionModel method) (sc2bench.models.segmentation.base.BaseSegmentationModel method) decode() (sc2bench.models.layer.BaseBottleneck method) (sc2bench.models.layer.FPBasedResNetBottleneck method) (sc2bench.models.layer.MSHPBasedResNetBottleneck method) (sc2bench.models.layer.SHPBasedResNetBottleneck method) (sc2bench.models.layer.SimpleBottleneck method)

decompress() (sc2bench.models.layer.EntropyBottleneckLayer method) deeplabv3_model() (in module sc2bench.models.segmentation.deeplabv3) default_collate_w_pil() (in module sc2bench.transforms.misc)

E

encode() (sc2bench.models.layer.BaseBottleneck method) (sc2bench.models.layer.FPBasedResNetBottleneck method) (sc2bench.models.layer.MSHPBasedResNetBottleneck method) (sc2bench.models.layer.SHPBasedResNetBottleneck method) (sc2bench.models.layer.SimpleBottleneck method)

EntropicClassifier (class in sc2bench.models.wrapper) EntropyBottleneckLayer (class in sc2bench.models.layer)

F

faster_rcnn_model() (in module sc2bench.models.detection.rcnn) FeatureExtractionBackbone (class in sc2bench.models.backbone) FileSizeAccumulator (class in sc2bench.analysis) FileSizeAnalyzer (class in sc2bench.analysis) forward() (sc2bench.analysis.AnalyzableModule method) (sc2bench.loss.BppLoss method) (sc2bench.transforms.codec.BPGModule method) (sc2bench.transforms.codec.PILImageModule method) (sc2bench.transforms.codec.PILTensorModule method) (sc2bench.transforms.codec.VTMModule method) (sc2bench.transforms.misc.AdaptivePad method) (sc2bench.transforms.misc.ClearTargetTransform method) (sc2bench.transforms.misc.SimpleDequantizer method) (sc2bench.transforms.misc.SimpleQuantizer method)

FPBasedResNetBottleneck (class in sc2bench.models.layer)

G

get_analyzer() (in module sc2bench.analysis) get_aux_module() (sc2bench.models.backbone.FeatureExtractionBackbone method) (sc2bench.models.backbone.SplittableDenseNet method) (sc2bench.models.backbone.SplittableHybridViT method) (sc2bench.models.backbone.SplittableInceptionV3 method) (sc2bench.models.backbone.SplittableRegNet method) (sc2bench.models.backbone.SplittableResNet method) (sc2bench.models.backbone.UpdatableBackbone method) (sc2bench.models.detection.base.UpdatableBackboneWithFPN method) (sc2bench.models.detection.base.UpdatableDetectionModel method) (sc2bench.models.detection.rcnn.BaseRCNN method) (sc2bench.models.segmentation.base.BaseSegmentationModel method) (sc2bench.models.segmentation.base.UpdatableSegmentationModel method) (sc2bench.models.wrapper.EntropicClassifier method) (sc2bench.models.wrapper.SplitClassifier method)

get_backbone() (in module sc2bench.models.backbone) get_compressai_model() (in module sc2bench.models.registry) get_compression_model() (in module sc2bench.models.registry) get_detection_model() (in module sc2bench.models.detection.registry) get_layer() (in module sc2bench.models.layer) get_segmentation_model() (in module sc2bench.models.segmentation.registry) get_wrapped_classification_model() (in module sc2bench.models.wrapper) get_wrapped_detection_model() (in module sc2bench.models.detection.wrapper) get_wrapped_segmentation_model() (in module sc2bench.models.segmentation.wrapper)

I

inception_v3_bottleneck() (in module sc2bench.models.layer)

InputCompressionDetectionModel (class in sc2bench.models.detection.wrapper)

L

larger_densenet_bottleneck() (in module sc2bench.models.layer) larger_resnet_bottleneck() (in module sc2bench.models.layer) larger_resnet_layer1_bottleneck() (in module sc2bench.models.layer) load_classification_model() (in module sc2bench.models.registry) load_detection_model() (in module sc2bench.models.detection.registry) load_segmentation_model() (in module sc2bench.models.segmentation.registry)

load_state_dict() (sc2bench.models.backbone.SplittableDenseNet method) (sc2bench.models.backbone.SplittableHybridViT method) (sc2bench.models.backbone.SplittableInceptionV3 method) (sc2bench.models.backbone.SplittableRegNet method) (sc2bench.models.backbone.SplittableResNet method) (sc2bench.models.layer.SHPBasedResNetBottleneck method) (sc2bench.models.wrapper.EntropicClassifier method)

M

module sc2bench.analysis sc2bench.common.config_util sc2bench.loss sc2bench.models.backbone sc2bench.models.detection sc2bench.models.detection.base sc2bench.models.detection.rcnn sc2bench.models.detection.registry sc2bench.models.detection.transform sc2bench.models.detection.wrapper sc2bench.models.layer sc2bench.models.registry sc2bench.models.segmentation sc2bench.models.segmentation.base sc2bench.models.segmentation.deeplabv3 sc2bench.models.segmentation.registry sc2bench.models.segmentation.wrapper sc2bench.models.wrapper sc2bench.transforms.codec sc2bench.transforms.collator sc2bench.transforms.misc

MSHPBasedResNetBottleneck (class in sc2bench.models.layer)

N

NeuralInputCompressionClassifier (class in sc2bench.models.wrapper)

NeuralInputCompressionSegmentationModel (class in sc2bench.models.segmentation.wrapper)

O

overwrite_config() (in module sc2bench.common.config_util)

P

pascal_seg_collate_fn() (in module sc2bench.transforms.collator) pascal_seg_eval_collate_fn() (in module sc2bench.transforms.collator)

PILImageModule (class in sc2bench.transforms.codec) PILTensorModule (class in sc2bench.transforms.codec)

R

RCNNTransformWithCompression (class in sc2bench.models.detection.transform) register_analysis_class() (in module sc2bench.analysis) register_backbone_class() (in module sc2bench.models.backbone) register_backbone_func() (in module sc2bench.models.backbone) register_codec_transform_module() (in module sc2bench.transforms.codec) register_compressai_model() (in module sc2bench.models.registry) register_compression_model_class() (in module sc2bench.models.registry) register_compression_model_func() (in module sc2bench.models.registry)

register_detection_model_class() (in module sc2bench.models.detection.registry) register_detection_model_func() (in module sc2bench.models.detection.registry) register_layer_class() (in module sc2bench.models.layer) register_layer_func() (in module sc2bench.models.layer) register_misc_transform_module() (in module sc2bench.transforms.misc) register_segmentation_model_class() (in module sc2bench.models.segmentation.registry) register_segmentation_model_func() (in module sc2bench.models.segmentation.registry) register_wrapper_class() (in module sc2bench.models.wrapper)

S

sc2bench.analysis module sc2bench.common.config_util module sc2bench.loss module sc2bench.models.backbone module sc2bench.models.detection module sc2bench.models.detection.base module sc2bench.models.detection.rcnn module sc2bench.models.detection.registry module sc2bench.models.detection.transform module sc2bench.models.detection.wrapper module sc2bench.models.layer module sc2bench.models.registry module sc2bench.models.segmentation module sc2bench.models.segmentation.base module sc2bench.models.segmentation.deeplabv3 module sc2bench.models.segmentation.registry module

sc2bench.models.segmentation.wrapper module sc2bench.models.wrapper module sc2bench.transforms.codec module sc2bench.transforms.collator module sc2bench.transforms.misc module SHPBasedResNetBottleneck (class in sc2bench.models.layer) SimpleBottleneck (class in sc2bench.models.layer) SimpleDequantizer (class in sc2bench.transforms.misc) SimpleQuantizer (class in sc2bench.transforms.misc) smaller_resnet_layer1_bottleneck() (in module sc2bench.models.layer) SplitClassifier (class in sc2bench.models.wrapper) splittable_densenet() (in module sc2bench.models.backbone) splittable_hybrid_vit() (in module sc2bench.models.backbone) splittable_inception_v3() (in module sc2bench.models.backbone) splittable_regnet() (in module sc2bench.models.backbone) splittable_resnest() (in module sc2bench.models.backbone) splittable_resnet() (in module sc2bench.models.backbone) SplittableDenseNet (class in sc2bench.models.backbone) SplittableHybridViT (class in sc2bench.models.backbone) SplittableInceptionV3 (class in sc2bench.models.backbone) SplittableRegNet (class in sc2bench.models.backbone) SplittableResNet (class in sc2bench.models.backbone) summarize() (sc2bench.analysis.AnalyzableModule method) (sc2bench.analysis.BaseAnalyzer method) (sc2bench.analysis.FileSizeAnalyzer method) (sc2bench.models.detection.rcnn.BaseRCNN method) (sc2bench.models.detection.wrapper.InputCompressionDetectionModel method) (sc2bench.models.segmentation.base.BaseSegmentationModel method)

U

UpdatableBackbone (class in sc2bench.models.backbone) UpdatableBackboneWithFPN (class in sc2bench.models.detection.base) UpdatableDetectionModel (class in sc2bench.models.detection.base) UpdatableSegmentationModel (class in sc2bench.models.segmentation.base) update() (sc2bench.models.backbone.FeatureExtractionBackbone method) (sc2bench.models.backbone.SplittableDenseNet method) (sc2bench.models.backbone.SplittableHybridViT method) (sc2bench.models.backbone.SplittableInceptionV3 method) (sc2bench.models.backbone.SplittableRegNet method) (sc2bench.models.backbone.SplittableResNet method) (sc2bench.models.backbone.UpdatableBackbone method) (sc2bench.models.detection.base.UpdatableBackboneWithFPN method) (sc2bench.models.detection.base.UpdatableDetectionModel method) (sc2bench.models.detection.rcnn.BaseRCNN method) (sc2bench.models.layer.BaseBottleneck method) (sc2bench.models.layer.EntropyBottleneckLayer method) (sc2bench.models.layer.SHPBasedResNetBottleneck method) (sc2bench.models.layer.SimpleBottleneck method) (sc2bench.models.segmentation.base.BaseSegmentationModel method) (sc2bench.models.segmentation.base.UpdatableSegmentationModel method) (sc2bench.models.wrapper.EntropicClassifier method) (sc2bench.models.wrapper.SplitClassifier method)

use_cpu4compression() (sc2bench.models.detection.wrapper.InputCompressionDetectionModel method) (sc2bench.models.segmentation.wrapper.NeuralInputCompressionSegmentationModel method) (sc2bench.models.wrapper.NeuralInputCompressionClassifier method)

V

VTMModule (class in sc2bench.transforms.codec)

W

wrap_model() (in module sc2bench.models.wrapper)

WrappedRandomResizedCrop (class in sc2bench.transforms.codec) WrappedResize (class in sc2bench.transforms.codec)