| Framework | Programming language | M1 acceleration rating |
|---|---|---|
| PyTorch (MPS backend) | Python, C++ | 9/10 |
| TensorFlow + tensorflow-metal | Python, C++ | 8/10 |
| Core ML (inference) | Swift, Python bridge | 10/10 |
| ONNX Runtime (Core ML/Metal delegate) | C++, Python API | 7/10 |
| JAX (Metal backend) | Python | 6/10 |
| MXNet | Python, C++ | 3/10 |
| CNTK | Python, C++ | 3/10 |
| Theano | Python | 3/10 |
Best Neural Network framework to run on macOS M1.
Choosing the best Neural Network framework to run on my macOS M1 64 GB RAM workstation.
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apt quotation..
“A man should be able to change a diaper, plan an invasion, butcher a hog, conn a ship, design a building, write a sonnet, balance accounts, build a wall, set a bone, comfort the dying, take orders, give orders, cooperate, act alone, solve equations, analyze a new problem, pitch manure, program a computer, cook a tasty meal, fight efficiently, die gallantly. Specialization is for insects.” by Robert A. Heinlein (author, aeronautical engineer, and naval officer)
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