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add ability to save model in onnx format #23

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Oct 12, 2018
Merged

add ability to save model in onnx format #23

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d33f45b
added ability to save model to onnx format during training
paulhendricks Oct 3, 2018
fc47cea
added ability to save model to onnx format during training
paulhendricks Oct 3, 2018
579308f
removed space
paulhendricks Oct 5, 2018
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6 changes: 6 additions & 0 deletions run.py
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Original file line number Diff line number Diff line change
Expand Up @@ -241,5 +241,11 @@ def main():
print("Saving model to {}".format(model_checkpoint + ".last"))
torch.save(rencoder.state_dict(), model_checkpoint + ".last")

# save to onnx
dummy_input = Variable(torch.randn(params['batch_size'], data_layer.vector_dim).type(torch.float))
torch.onnx.export(rencoder.float(), dummy_input.cuda() if use_gpu else dummy_input,
model_checkpoint + ".onnx", verbose=True)
print("ONNX model saved to {}!".format(model_checkpoint + ".onnx"))

if __name__ == '__main__':
main()