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From GitBox <...@apache.org>
Subject [GitHub] [singa] joddiy edited a comment on issue #700: Expand the model zoo (example model set)
Date Wed, 27 May 2020 04:16:13 GMT

joddiy edited a comment on issue #700:
URL: https://github.com/apache/singa/issues/700#issuecomment-634404626


   > @joddiy Thank you for the reply, I could find the link to download, and I have completed
SqueezeNet. May I ask how do I test if my conversion is already correct? Thank you!
   
   you can use this code to verify the model by using its test data set:
   ```
       # verifty the test dataset
       from utils import load_dataset
       inputs, ref_outputs = load_dataset(
           os.path.join('/tmp', 'resnet100', 'test_data_set_0'))
       x_batch = tensor.Tensor(device=dev, data=inputs[0])
       outputs = model.forward(x_batch)
       for ref_o, o in zip(ref_outputs, outputs):
           np.testing.assert_almost_equal(ref_o, tensor.to_numpy(o), 4)
   ```


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