python - Numpy Error: can't convert np.ndarray of type numpy.object_

Question

Not sure why I'm getting this error when I'm doing:

batched_outputs = []
batched_outputs.append(output_sliced)
batched_outputs = torch.from_numpy(np.asarray(batched_outputs))

Where output_sliced is a numpy array.

Answer 1

Code seems to be working fine. Perhaps problem with your output_sliced?

import numpy as np
import torch
batched_outputs = []
output_sliced = np.random.random((2,3))
batched_outputs.append(output_sliced)
batched_outputs = torch.from_numpy(np.asarray(batched_outputs))

I don't get any errors with the code above.

I don't know if you intended this, but do keep in mind that:

batched_outputs = []
output_sliced = np.random.random((2,3))
batched_outputs.append(output_sliced)
print(np.asarray(batched_outputs).shape)

gives you

(1, 2, 3)