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GPU Perf Prophet v1 — cross-vendor GPU performance forecasting & recommendation engine
Roofline-physics + XGBoost efficiency-gap model predicting inference throughput across AMD Instinct and NVIDIA GPUs from MLPerf Inference v4.1-v6.0 data plus self-run AMD Dev Cloud MI300X calibration, served via FastAPI + Streamlit and deployed to Hugging Face Spaces.a4508e8