CuTile Autotuning Add autotuning to CuTile kernels using the API with tune-once/cache/direct-launch pattern. Instructions Follow the decision tree to classify the kernel, design a search space, implement the tune-once/cache/launch pattern, and validate performance. 1. Classify — use the Decision Tree to determine search dimensions (occupancy-only vs full tile search) 2. Design search space — select the matching template from ; prune to ≤ 30 configs in the final code via arch filters (directed exploration probes may temporarily exceed this — see Design Philosophy) 3. Implement — add + cache +…