Core concept
Includes: hipBLAS, rocSPARSE, MIOpen (cuDNN analog), RCCL (NCCL analog), Composable Kernel.
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How it works
Historical software issues. Gap closing. Some CUDA libraries no ROCm equivalent.
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Trade-offs + gotchas
MI300X/MI325X deployment. PyTorch training on AMD.