benchmarks.SaturnNPU.scripts.generate_mlir_golden_data

Generate golden test data by compiling and executing MLIR ops via IREE.

For each key op type found in the global-optimization MLIR, this script: 1. Creates a standalone MLIR function wrapping the operation 2. Compiles it with iree.compiler (target: llvm-cpu) 3. Executes it with iree.runtime using random inputs 4. Saves input/output as .npy golden data

This gives numerically correct golden data from the actual MLIR compiler, not just PyTorch reference implementations.