neural_compressor
Intel® Neural Compressor: An open-source Python library supporting popular model compression techniques.
Subpackages
neural_compressor.algorithmneural_compressor.contribneural_compressor.dataneural_compressor.data.datasetsneural_compressor.data.datasets.bert_datasetneural_compressor.data.datasets.coco_datasetneural_compressor.data.datasets.datasetneural_compressor.data.datasets.dummy_datasetneural_compressor.data.datasets.dummy_dataset_v2neural_compressor.data.datasets.imagenet_datasetneural_compressor.data.datasets.style_transfer_dataset
neural_compressor.data.filtersneural_compressor.data.transforms
neural_compressor.experimentalneural_compressor.experimental.commonneural_compressor.experimental.common.criterionneural_compressor.experimental.common.dataloaderneural_compressor.experimental.common.metricneural_compressor.experimental.common.modelneural_compressor.experimental.common.optimizerneural_compressor.experimental.common.postprocessneural_compressor.experimental.common.torch_utils
neural_compressor.experimental.compressionneural_compressor.experimental.dataneural_compressor.experimental.exportneural_compressor.experimental.metricneural_compressor.experimental.metric.bleuneural_compressor.experimental.metric.bleu_utilneural_compressor.experimental.metric.coco_label_mapneural_compressor.experimental.metric.coco_toolsneural_compressor.experimental.metric.evaluate_squadneural_compressor.experimental.metric.f1neural_compressor.experimental.metric.metric
neural_compressor.experimental.nasneural_compressor.experimental.pruner_legacyneural_compressor.experimental.pruning_recipesneural_compressor.experimental.pytorch_prunerneural_compressor.experimental.pytorch_pruner.loggerneural_compressor.experimental.pytorch_pruner.patternsneural_compressor.experimental.pytorch_pruner.prune_utilsneural_compressor.experimental.pytorch_pruner.prunerneural_compressor.experimental.pytorch_pruner.pruningneural_compressor.experimental.pytorch_pruner.scheduler
neural_compressor.experimental.benchmarkneural_compressor.experimental.componentneural_compressor.experimental.distillationneural_compressor.experimental.graph_optimizationneural_compressor.experimental.mixed_precisionneural_compressor.experimental.model_conversionneural_compressor.experimental.pruningneural_compressor.experimental.pruning_v2neural_compressor.experimental.quantizationneural_compressor.experimental.scheduler
neural_compressor.metricneural_compressor.modelneural_compressor.strategyneural_compressor.strategy.utilsneural_compressor.strategy.autoneural_compressor.strategy.auto_mixed_precisionneural_compressor.strategy.basicneural_compressor.strategy.bayesianneural_compressor.strategy.conservativeneural_compressor.strategy.exhaustiveneural_compressor.strategy.hawq_v2neural_compressor.strategy.mseneural_compressor.strategy.mse_v2neural_compressor.strategy.randomneural_compressor.strategy.strategy
neural_compressor.utilsneural_compressor.utils.collect_layer_histogramneural_compressor.utils.constantneural_compressor.utils.create_obj_from_configneural_compressor.utils.kl_divergenceneural_compressor.utils.load_huggingfaceneural_compressor.utils.loggerneural_compressor.utils.optionsneural_compressor.utils.pytorchneural_compressor.utils.utility
neural_compressor.uxneural_compressor.ux.componentsneural_compressor.ux.components.benchmarkneural_compressor.ux.components.config_generatorneural_compressor.ux.components.configuration_wizardneural_compressor.ux.components.db_managerneural_compressor.ux.components.diagnosisneural_compressor.ux.components.file_browserneural_compressor.ux.components.graphneural_compressor.ux.components.jobs_managementneural_compressor.ux.components.modelneural_compressor.ux.components.model_zooneural_compressor.ux.components.names_mapperneural_compressor.ux.components.optimizationneural_compressor.ux.components.profilingneural_compressor.ux.components.manage_workspace
neural_compressor.ux.utilsneural_compressor.ux.utils.templatesneural_compressor.ux.utils.workloadneural_compressor.ux.utils.constsneural_compressor.ux.utils.environmentneural_compressor.ux.utils.exceptionsneural_compressor.ux.utils.executorneural_compressor.ux.utils.expiring_dictneural_compressor.ux.utils.github_infoneural_compressor.ux.utils.hw_infoneural_compressor.ux.utils.json_serializerneural_compressor.ux.utils.loggerneural_compressor.ux.utils.parserneural_compressor.ux.utils.procneural_compressor.ux.utils.processesneural_compressor.ux.utils.singletonneural_compressor.ux.utils.status_updatesneural_compressor.ux.utils.utilsneural_compressor.ux.utils.yaml_utils
neural_compressor.ux.webneural_compressor.ux.inc_bench