PyTorch or ONNX: Choosing a Target for an MXNet Port
July 21, 2026
PyTorch is a home; ONNX is a shipping container. The choice turns on one question — will this model keep learning? — and the escape hatches are not symmetric.
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Weight Conversion Pitfalls: MXNet to PyTorch
May 19, 2026
The dangerous conversions are the ones that almost work. BatchNorm semantics, padding, layout, custom operators, and preprocessing — the failures that survive a smoke test.
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