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Precision Tool

Kernel Occupancy Estimator

Estimate theoretical occupancy for CUDA, ROCm, and Triton kernels, then isolate the resource bottlenecks that limit residency.

GPU Architecture

CUDA / HIP mode uses explicit launch dimensions, registers, and shared memory.