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Title: Module: tfmot.quantization  |  TensorFlow Model Optimization

Open Graph Title: Module: tfmot.quantization  |  TensorFlow Model Optimization

Description: Module containing code for quantization.

Open Graph Description: Module containing code for quantization.

Opengraph URL: https://www.tensorflow.org/model_optimization/api_docs/python/tfmot/quantization

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Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/clustering
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/clustering/keras
CentroidInitializationhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/clustering/keras/CentroidInitialization
ClusterableLayerhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/clustering/keras/ClusterableLayer
ClusteringAlgorithmhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/clustering/keras/ClusteringAlgorithm
ClusteringSummarieshttps://tensorflow.org/model_optimization/api_docs/python/tfmot/clustering/keras/ClusteringSummaries
cluster_scopehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/clustering/keras/cluster_scope
cluster_weightshttps://tensorflow.org/model_optimization/api_docs/python/tfmot/clustering/keras/cluster_weights
strip_clusteringhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/clustering/keras/strip_clustering
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/clustering/keras/clusterable_layer
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/clustering/keras/experimental
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/experimental
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/experimental/combine
Default8BitClusterPreserveQuantizeSchemehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/experimental/combine/Default8BitClusterPreserveQuantizeScheme
strip_clustering_cqathttps://tensorflow.org/model_optimization/api_docs/python/tfmot/experimental/combine/strip_clustering_cqat
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras
QuantizeConfighttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/QuantizeConfig
QuantizeLayoutTransformhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/QuantizeLayoutTransform
QuantizeRegistryhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/QuantizeRegistry
QuantizeSchemehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/QuantizeScheme
QuantizeWrapperhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/QuantizeWrapper
QuantizeWrapperV2https://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/QuantizeWrapperV2
fix_input_output_rangehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/fix_input_output_range
quantize_annotate_layerhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/quantize_annotate_layer
quantize_annotate_modelhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/quantize_annotate_model
quantize_applyhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/quantize_apply
quantize_modelhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/quantize_model
quantize_scopehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/quantize_scope
remove_input_rangehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/remove_input_range
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/collab_opts
Default8BitPrunePreserveQuantizeSchemehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/collab_opts/Default8BitPrunePreserveQuantizeScheme
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit
Default8BitQuantizeLayoutTransformhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/Default8BitQuantizeLayoutTransform
Default8BitQuantizeRegistryhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/Default8BitQuantizeRegistry
Default8BitQuantizeSchemehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/Default8BitQuantizeScheme
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms
ConcatTransformhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/ConcatTransform
ConcatTransform3Inputshttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/ConcatTransform3Inputs
ConcatTransform4Inputshttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/ConcatTransform4Inputs
ConcatTransform5Inputshttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/ConcatTransform5Inputs
ConcatTransform6Inputshttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/ConcatTransform6Inputs
Conv2DBatchNormActivationQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/Conv2DBatchNormActivationQuantize
Conv2DBatchNormQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/Conv2DBatchNormQuantize
Conv2DBatchNormReLUQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/Conv2DBatchNormReLUQuantize
Conv2DReshapeBatchNormActivationQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/Conv2DReshapeBatchNormActivationQuantize
Conv2DReshapeBatchNormQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/Conv2DReshapeBatchNormQuantize
Conv2DReshapeBatchNormReLUQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/Conv2DReshapeBatchNormReLUQuantize
InputLayerQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/InputLayerQuantize
LayerReLUQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/LayerReLUQuantize
LayerReluActivationQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/LayerReluActivationQuantize
SeparableConv1DQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/SeparableConv1DQuantize
SeparableConvQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/default_8bit/default_8bit_transforms/SeparableConvQuantize
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit
DefaultNBitQuantizeLayoutTransformhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/DefaultNBitQuantizeLayoutTransform
DefaultNBitQuantizeRegistryhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/DefaultNBitQuantizeRegistry
DefaultNBitQuantizeSchemehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/DefaultNBitQuantizeScheme
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms
ConcatTransformhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/ConcatTransform
ConcatTransform3Inputshttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/ConcatTransform3Inputs
ConcatTransform4Inputshttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/ConcatTransform4Inputs
ConcatTransform5Inputshttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/ConcatTransform5Inputs
ConcatTransform6Inputshttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/ConcatTransform6Inputs
Conv2DBatchNormActivationQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/Conv2DBatchNormActivationQuantize
Conv2DBatchNormQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/Conv2DBatchNormQuantize
Conv2DBatchNormReLUQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/Conv2DBatchNormReLUQuantize
Conv2DReshapeBatchNormActivationQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/Conv2DReshapeBatchNormActivationQuantize
Conv2DReshapeBatchNormQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/Conv2DReshapeBatchNormQuantize
Conv2DReshapeBatchNormReLUQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/Conv2DReshapeBatchNormReLUQuantize
InputLayerQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/InputLayerQuantize
LayerReLUQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/LayerReLUQuantize
LayerReluActivationQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/LayerReluActivationQuantize
SeparableConv1DQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/SeparableConv1DQuantize
SeparableConvQuantizehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/experimental/default_n_bit/default_n_bit_transforms/SeparableConvQuantize
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/graph_transformations
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/graph_transformations/model_transformer
ModelTransformerhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/graph_transformations/model_transformer/ModelTransformer
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/graph_transformations/transforms
LayerNodehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/graph_transformations/transforms/LayerNode
LayerPatternhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/graph_transformations/transforms/LayerPattern
Transformhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/graph_transformations/transforms/Transform
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/quantizers
AllValuesQuantizerhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/quantizers/AllValuesQuantizer
FixedQuantizerhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/quantizers/FixedQuantizer
LastValueQuantizerhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/quantizers/LastValueQuantizer
MovingAverageQuantizerhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/quantizers/MovingAverageQuantizer
Quantizerhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/quantization/keras/quantizers/Quantizer
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras
ConstantSparsityhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/ConstantSparsity
PolynomialDecayhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/PolynomialDecay
PrunableLayerhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/PrunableLayer
PruneForLatencyOnXNNPackhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/PruneForLatencyOnXNNPack
PruningPolicyhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/PruningPolicy
PruningSchedulehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/PruningSchedule
PruningSummarieshttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/PruningSummaries
UpdatePruningStephttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/UpdatePruningStep
prune_low_magnitudehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/prune_low_magnitude
prune_scopehttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/prune_scope
strip_pruninghttps://tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/strip_pruning
Overviewhttps://tensorflow.org/model_optimization/api_docs/python/tfmot/version
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