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When running the code without a CUDA Gpu and/or pytorch not compiled with it, the following error occurs: "AssertionError: Torch not compiled with CUDA enabled". The reason is that "ssd_pytorch/layers/modules/multibox_loss.py:35 sets the argument use_gpu per default to true. This can be easily fixed, see #537.
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