Index

A

activations_round() (qlip.quantization.QuantizationManager method) AppleBuilderConfig (in module qlip.compiler.apple) AppleCompileManager (in module qlip.compiler.apple)

AppleInferenceManager (in module qlip.inference.apple) AppleSessionConfig (in module qlip.inference.apple) apply() (qlip_algorithms.anna.BagOfAlgorithms.BagOfAlgorithms method)

C

calibrate() (qlip_algorithms.anna.BagOfAlgorithms.BagOfAlgorithms method) CompiledModule (in module qlip.compiler.module) (in module qlip.inference.module)

configure_equalization() (qlip_algorithms.quantization.SmoothQuant.SmoothQuant method) configure_model() (qlip_algorithms.quantization.PostTrainingQuantization.PostTrainingQuantization method) configure_quantization() (qlip_algorithms.quantization.SmoothQuant.SmoothQuant method) CudaGraphManager (in module qlip.inference.cuda_graph)

E

enable() (qlip.quantization.QuantizationManager method)

extend() (qlip.quantization.QuantizationManager method)

F

fuse_scales() (qlip_algorithms.quantization.SmoothQuant.SmoothQuant method)

G

get_algorithms() (qlip_algorithms.anna.BagOfAlgorithms.BagOfAlgorithms method)

get_quantization_parameters() (qlip.quantization.QuantizationManager method) get_quantizers() (qlip.quantization.QuantizationManager method)

M

make_param_groups() (qlip.quantization.QuantizationManager static method)

N

need_calibration() (qlip_algorithms.anna.BagOfAlgorithms.BagOfAlgorithms method) NvidiaBuilderConfig (in module qlip.compiler.nvidia) NvidiaCompileManager (in module qlip.compiler.nvidia)

NvidiaInferenceManager (in module qlip.inference.nvidia) NvidiaMemoryManager (in module qlip.inference.nvidia) NvidiaSessionConfig (in module qlip.inference.nvidia)

Q

qlip.analysis.loss.BaseConvexLoss (built-in class) qlip.analysis.loss.KLDivergenceConvexLoss (built-in class) qlip.analysis.loss.MSEConvexLoss (built-in class) qlip_algorithms.anna.Analyser (built-in class) qlip_algorithms.anna.ANNAResult (built-in class) qlip_algorithms.anna.BagOfAlgorithms (built-in class) qlip_algorithms.anna.CompositeBag (built-in class) qlip_algorithms.anna.LLMAnalyser (built-in class)

qlip_algorithms.anna.PipelineAnalyser (built-in class) qlip_algorithms.anna.PTQBag (built-in class) qlip_algorithms.anna.SmoothQuantBag (built-in class) qlip_algorithms.quantization.LSQ (built-in class) qlip_algorithms.quantization.PostTrainingQuantization (built-in class) qlip_algorithms.quantization.SmoothQuant (built-in class) QuantGranularity (class in qlip.quantization) QuantizationManager (class in qlip.quantization) QuantScheme (class in qlip.quantization)

R

register_audio() (qlip_algorithms.anna.ANNAResult.ANNAResult method) register_benchmarks() (qlip_algorithms.anna.ANNAResult.ANNAResult method) register_image() (qlip_algorithms.anna.ANNAResult.ANNAResult method) register_text() (qlip_algorithms.anna.ANNAResult.ANNAResult method)

register_video() (qlip_algorithms.anna.ANNAResult.ANNAResult method) remove() (qlip.quantization.QuantizationManager method) replace_modules() (qlip.quantization.QuantizationManager static method) run() (qlip_algorithms.anna.Analyser.Analyser method)

S

save() (qlip_algorithms.anna.ANNAResult.ANNAResult method) set_observer_sync() (qlip.quantization.QuantizationManager method) setup_model() (qlip.quantization.QuantizationManager method) (qlip_algorithms.quantization.LSQ.LSQ method) (qlip_algorithms.quantization.PostTrainingQuantization.PostTrainingQuantization method) (qlip_algorithms.quantization.SmoothQuant.SmoothQuant method)

setup_modules() (qlip.quantization.QuantizationManager method) (qlip_algorithms.quantization.LSQ.LSQ method) (qlip_algorithms.quantization.PostTrainingQuantization.PostTrainingQuantization method) (qlip_algorithms.quantization.SmoothQuant.SmoothQuant method) setup_modules_groups() (qlip.quantization.QuantizationManager method) ShapeProfileManager (in module qlip.compiler.manager)

W

weights_round() (qlip.quantization.QuantizationManager method)

wrap_modules_groups() (qlip_algorithms.quantization.LSQ.LSQ method)