neural_compressor.data.dataloaders.onnxrt_dataloader

Built-in dataloaders for onnxruntime framework backends.

Module Contents

Classes

ONNXRTBertDataLoader

Built-in dataloader for onnx bert model and its varients.

ONNXRTDataLoader

Built-in dataloader for onnxruntime framework backends.
class neural_compressor.data.dataloaders.onnxrt_dataloader.ONNXRTBertDataLoader(dataset, batch_size=1, last_batch='rollover', collate_fn=None, sampler=None, batch_sampler=None, num_workers=0, pin_memory=False, shuffle=False, distributed=False)

Bases: neural_compressor.data.dataloaders.default_dataloader.DefaultDataLoader

Built-in dataloader for onnx bert model and its varients.

class neural_compressor.data.dataloaders.onnxrt_dataloader.ONNXRTDataLoader(dataset, batch_size=1, last_batch='rollover', collate_fn=None, sampler=None, batch_sampler=None, num_workers=0, pin_memory=False, shuffle=False, distributed=False)

Bases: neural_compressor.data.dataloaders.base_dataloader.BaseDataLoader

Built-in dataloader for onnxruntime framework backends.