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@@ -22,7 +22,7 @@ onnx_model = InferenceSession(onnx_path, providers=['CPUExecutionProvider'])
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  context = 'ONNX is an open format to represent models. The benefits of using ONNX include interoperability of frameworks and hardware optimization.'
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  question = 'What are advantages of ONNX?'
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- tokenizer = AutoTokenizer.from_pretrained('roberta-base')
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  inputs = tokenizer(question, context, padding=True, truncation=True, return_tensors='np')
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  inputs_int64 = {key: np.array(inputs[key], dtype=np.int64) for key in inputs}
 
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  context = 'ONNX is an open format to represent models. The benefits of using ONNX include interoperability of frameworks and hardware optimization.'
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  question = 'What are advantages of ONNX?'
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+ tokenizer = AutoTokenizer.from_pretrained('UKP-SQuARE/roberta-base-pf-quoref-onnx')
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  inputs = tokenizer(question, context, padding=True, truncation=True, return_tensors='np')
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  inputs_int64 = {key: np.array(inputs[key], dtype=np.int64) for key in inputs}