import torch
import pipeline

from transformers import pipeline

pipe = pipeline(
    task='onnx-base',
    model='m3/onnx-base',
    batch_size=10,
    device='cpu',
)
input = torch.tensor([[1, 2], [3, 4]], dtype=torch.float32).numpy()
result = pipe(input)
print(result)