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They have mps backend for PyTorch already. Although I agree with you a little for having single library but the best optimization for Apple Silicon can only be done by Apple.
It’s 2024, you guys should implement backends (Apple Silicon specific operators) for pytorch and onnxruntime instead of reinventing the wheel.
Example - Dead and unmaintained DL framework: https://github.com/apache/mxnet
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