GPU performance optimization platform with an AI agent that identifies bottlenecks from profiling traces and implements fixes.
nCompass unifies profiling, trace viewing, and bottleneck analysis into one IDE for GPU performance engineering. An AI agent reasons over workload traces to locate issues from CPU-GPU interactions down to GPU kernels, proposes and implements optimizations, and verifies results with TraceDiff. The platform includes a CLI for sharing large trace files via cloud links and VSCode/Cursor extensions for inline trace viewing and kernel pattern detection. nCompass is a product of nCompass Technologies.
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