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* Fix ROCm setup for Linux AMD GPUs - Ensure Docker ROCm builds resolve PyTorch packages from the ROCm wheel index so later dependency installs do not replace them with CUDA wheels. - Move ROCm device group handling to a runtime entrypoint that joins the groups owning /dev/kfd and /dev/dri, avoiding distro-specific render/video GID defaults. - Leave HSA_OVERRIDE_GFX_VERSION unset by default in the ROCm compose overlay so newer RDNA GPUs can use native ROCm detection. - Add Linux GPU detection to the Unix setup recipe so AMD systems install ROCm torch wheels and NVIDIA systems install CUDA wheels before backend dependencies. * docs(changelog): add Linux ROCm setup entry * fix(setup): pin ROCm torch wheels and prefer NVIDIA over amdgpu - Install torch/torchaudio from the ROCm index only, before the pooled requirements install, so a plain PyPI (CUDA) wheel can't outrank +rocm - Detect NVIDIA before AMD and gate ROCm on /dev/kfd, so hybrid AMD+NVIDIA hosts get CUDA instead of ROCm