Index

_

__iter__() (nncf.common.initialization.dataloader.NNCFDataLoader method)

A

AdvancedAccuracyRestorerParameters (class in nncf.quantization.advanced_parameters) AdvancedAdaptiveCodebookParameters (class in nncf.quantization.advanced_parameters) AdvancedAWQParameters (class in nncf.quantization.advanced_parameters) AdvancedBiasCorrectionParameters (class in nncf.quantization.advanced_parameters) AdvancedCompressionParameters (class in nncf.quantization.advanced_parameters)

AdvancedGPTQParameters (class in nncf.quantization.advanced_parameters) AdvancedLoraCorrectionParameters (class in nncf.quantization.advanced_parameters) AdvancedQuantizationParameters (class in nncf.quantization.advanced_parameters) AdvancedScaleEstimationParameters (class in nncf.quantization.advanced_parameters) AdvancedSmoothQuantParameters (class in nncf.quantization.advanced_parameters) AggregatorType (class in nncf.quantization.range_estimator)

B

BackupMode (class in nncf) batch_norm_adaptation() (in module nncf)

batch_size (nncf.common.initialization.dataloader.NNCFDataLoader property) build_graph() (in module nncf)

C

compress_weights() (in module nncf)

CompressionFormat (class in nncf) CompressWeightsMode (class in nncf)

D

Dataset (class in nncf)

disable_tracing() (in module nncf.torch) DropType (class in nncf)

F

force_build_cpu_extensions() (in module nncf.torch) force_build_cuda_extensions() (in module nncf.torch)

FP8QuantizationParameters (class in nncf.quantization.advanced_parameters) FP8Type (class in nncf.quantization.advanced_parameters)

G

generate_text_data() (in module nncf.data) get_batch_size() (nncf.Dataset method) get_data() (nncf.Dataset method)

get_inference_data() (nncf.Dataset method) get_length() (nncf.Dataset method) GroupSizeFallbackMode (class in nncf.quantization.advanced_parameters)

I

IgnoredScope (class in nncf)

M

ModelType (class in nncf) module nncf nncf.api nncf.api.statistics nncf.common nncf.common.initialization nncf.common.initialization.dataloader nncf.common.quantization nncf.common.quantization.quantizer_propagation nncf.common.quantization.quantizer_propagation.structs nncf.common.quantization.statistics nncf.common.quantization.structs nncf.data nncf.quantization nncf.quantization.advanced_parameters nncf.quantization.range_estimator nncf.torch

N

nncf module nncf.api module nncf.api.statistics module nncf.common module nncf.common.initialization module nncf.common.initialization.dataloader module nncf.common.quantization module nncf.common.quantization.quantizer_propagation module

nncf.common.quantization.quantizer_propagation.structs module nncf.common.quantization.statistics module nncf.common.quantization.structs module nncf.data module nncf.quantization module nncf.quantization.advanced_parameters module nncf.quantization.range_estimator module nncf.torch module NNCFDataLoader (class in nncf.common.initialization.dataloader)

O

OverflowFix (class in nncf)

P

prune() (in module nncf)

PruneMode (class in nncf) pruning_statistic() (in module nncf)

Q

QuantizationMode (class in nncf) QuantizationParameters (class in nncf.quantization.advanced_parameters) QuantizationPreset (class in nncf) QuantizationScheme (class in nncf.common.quantization.structs)

QuantizationStatistics (class in nncf.common.quantization.statistics) quantize() (in module nncf) quantize_with_accuracy_control() (in module nncf) QuantizerPropagationRule (class in nncf.common.quantization.quantizer_propagation.structs)

R

RangeEstimatorParameters (class in nncf.quantization.range_estimator)

S

SensitivityMetric (class in nncf) Statistics (class in nncf.api.statistics) StatisticsCollectorParameters (class in nncf.quantization.range_estimator)

StatisticsType (class in nncf.quantization.range_estimator) strip() (in module nncf) StripFormat (class in nncf) Subgraph (class in nncf)

T

TargetDevice (class in nncf)

to_str() (nncf.api.statistics.Statistics method) (nncf.common.quantization.statistics.QuantizationStatistics method)