I have made a pytorch model using resnet architecture, I made a model.pt file and I want to use this model file in iOS application. Model is imaga classification model and use CUDA.
Whenever I load this file in iOS my application crashes and gives me this error.
“Could not run ‘aten::empty_strided’ with arguments from the ‘CUDA’ backend. This could be because the operator doesn’t exist for this backend, or was omitted during the selective/custom build process (if using custom build). If you are a Facebook employee using PyTorch on mobile, please visit Internal Login 1 for possible resolutions. ‘aten::empty_strided’ is only available for these backends: [CPU, BackendSelect, Named, ADInplaceOrView, AutogradOther, AutogradCPU, AutogradCUDA, AutogradXLA, UNKNOWN_TENSOR_TYPE_ID, AutogradMLC, Tracer, Autocast, Batched, VmapMode].”
What is work around for it. Also I want to know if models are using CUDA gpu then can we use them in mobile deployments ?