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There's a lot of kernels that are specialized for particular sets of input parameters and tuned for improved performance on specific hardware, which makes the libraries a couple hundred megabytes per architecture. The ROCm libraries are huge because they are fat binaries containing native machine code for ~13 different GPU architectures.


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