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torch.load to correct device. - #37

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torch.load to correct device.#37
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Use map_location in torch.load to respect user's choice of device.

This fixes a failure when using torch-cpu to load a model with cuda state.

Use `map_location` in `torch.load` to respect user's choice of device.

This fixes a failure when using torch-cpu to load a model with cuda state.
@jakeh-gc

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Without map_location, torch-cpu will throw an exception for model parameters that are expected to be loaded to a cuda device. This means the model.to(device) is never reached.

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