Run PyTorch natively on Windows 11 with an AMD RX 9070 XT (RDNA4 / gfx1201) on stable ROCm 7.2.1 — no WSL2, no Linux, no ZLUDA. Exact pinned wheel URLs, runtime env vars, documented RDNA4 pitfalls (broken nightlies, no xformers/flash-attn/bitsandbytes), and real benchmarks for ComfyUI, SD, LLMs, RVC/TTS. Verified on one 9070 XT.
windows machine-learning deep-learning amd pytorch rvc rocm radeon amd-gpu llm stable-diffusion comfyui applio rdna4 no-wsl gfx1201 amd-rocm rx-9070-xt hip-sdk rocm-windows
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Updated
Jun 16, 2026 - Batchfile