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) extract_org_loss_dict() (in module sc2bench.loss) extract_org_segment_loss() (in module sc2bench.loss)

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.SplittableHybridViT 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

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

L

larger_resnet_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.SplittableHybridViT 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, [1] sc2bench.common sc2bench.common.config_util, [1] sc2bench.loss, [1] sc2bench.models sc2bench.models.backbone, [1] sc2bench.models.detection sc2bench.models.detection.base, [1] sc2bench.models.detection.rcnn, [1] sc2bench.models.detection.registry, [1] sc2bench.models.detection.transform, [1] sc2bench.models.detection.wrapper, [1] sc2bench.models.layer, [1] sc2bench.models.registry, [1] sc2bench.models.segmentation sc2bench.models.segmentation.base, [1] sc2bench.models.segmentation.deeplabv3, [1] sc2bench.models.segmentation.registry, [1] sc2bench.models.segmentation.wrapper, [1] sc2bench.models.wrapper, [1] sc2bench.transforms sc2bench.transforms.codec, [1] sc2bench.transforms.collator, [1] sc2bench.transforms.misc, [1]

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, [1] sc2bench.common module sc2bench.common.config_util module, [1] sc2bench.loss module, [1] sc2bench.models module sc2bench.models.backbone module, [1] sc2bench.models.detection module sc2bench.models.detection.base module, [1] sc2bench.models.detection.rcnn module, [1] sc2bench.models.detection.registry module, [1] sc2bench.models.detection.transform module, [1] sc2bench.models.detection.wrapper module, [1] sc2bench.models.layer module, [1] sc2bench.models.registry module, [1] sc2bench.models.segmentation module sc2bench.models.segmentation.base module, [1] sc2bench.models.segmentation.deeplabv3 module, [1]

sc2bench.models.segmentation.registry module, [1] sc2bench.models.segmentation.wrapper module, [1] sc2bench.models.wrapper module, [1] sc2bench.transforms module sc2bench.transforms.codec module, [1] sc2bench.transforms.collator module, [1] sc2bench.transforms.misc module, [1] SHPBasedResNetBottleneck (class in sc2bench.models.layer) SimpleBottleneck (class in sc2bench.models.layer) SimpleDequantizer (class in sc2bench.transforms.misc) SimpleQuantizer (class in sc2bench.transforms.misc) SplitClassifier (class in sc2bench.models.wrapper) splittable_hybrid_vit() (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) SplittableHybridViT (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.SplittableHybridViT 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)