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4a22923721
Move NVBench JSON result parsing into cuda.bench.results with explicit BenchmarkResult, BenchmarkResultDevice, BenchmarkResultSummary, SubBenchmarkResult, and SubBenchmarkState types. Remove the result reader from the top-level cuda.bench namespace and require construction through BenchmarkResult.from_json() or BenchmarkResult.empty(). Preserve bulk sample/frequency parsing and estimator helpers while making summaries rich objects that retain tag/name/hint/hide/description metadata. Add nvbench-json-summary to render NVBench JSON output as an NVBench-style markdown summary table, including axis formatting, device sections, hidden summary filtering, and summary hint formatting. Update packaging, type stubs, and tests for the new namespace, renamed classes, Python 3.10-compatible annotations, and summary-table generation.