
Pablo Reble developed and enhanced benchmarking features for the intel/compute-benchmarks repository, focusing on graph API performance analysis across SYCL, Level Zero, and Unified Runtime APIs. He refactored and extended benchmark tests to support granular profiling, explicit and recording graph modes, and host task submission, enabling comprehensive measurement of graph operations. Using C++, SYCL, and CMake, Pablo integrated new graph structures such as Amr, improved build system support for SYCL preview features, and expanded test coverage to include cross-API scenarios. His work provided robust infrastructure for regression detection and data-driven optimization, demonstrating depth in low-level programming and performance benchmarking.

July 2025 monthly focus: strengthened Graph API benchmarking by introducing Amr graph support and stabilizing SYCL integration for intel/compute-benchmarks. Delivered Amr graph structure and test coverage, updated the Graph API enum to include Amr, and integrated these changes into the SYCL graph construction path. Enabled the syclpreview build target in CMake to support benchmarking Graph API functionalities with SYCL preview features, ensuring downstream validation is ready for Amr-enabled graphs. This work provides groundwork for deeper graph analytics benchmarks and accelerates validation workflows.
July 2025 monthly focus: strengthened Graph API benchmarking by introducing Amr graph support and stabilizing SYCL integration for intel/compute-benchmarks. Delivered Amr graph structure and test coverage, updated the Graph API enum to include Amr, and integrated these changes into the SYCL graph construction path. Enabled the syclpreview build target in CMake to support benchmarking Graph API functionalities with SYCL preview features, ensuring downstream validation is ready for Amr-enabled graphs. This work provides groundwork for deeper graph analytics benchmarks and accelerates validation workflows.
June 2025 monthly performance summary for intel/compute-benchmarks focusing on feature delivery and benchmarking improvements. Delivered SYCL host task submission capability within both explicit and recording graph configurations and updated benchmarks to support this capability, enabling more thorough performance analysis of graph operations.
June 2025 monthly performance summary for intel/compute-benchmarks focusing on feature delivery and benchmarking improvements. Delivered SYCL host task submission capability within both explicit and recording graph configurations and updated benchmarks to support this capability, enabling more thorough performance analysis of graph operations.
April 2025 performance summary for intel/compute-benchmarks: Delivered three major benchmark features across UR, SYCL, and L0 APIs, expanding cross-API performance visibility and enabling regression detection. Implementations included UR API Submit Graph Benchmark with out-of-order queue, SYCL Submit Graph Benchmark enhancements with improved alignment, a new noEvents/useEvents flag pathway and explicit graph mode, and L0 SubmitGraph Benchmark to measure graph submission timing on CPU. These changes were backed by commits c10baa895b4364899e253e44127ff128a8efa5d5, d1f84b6b2bdb13676157bb806c08975c0aaaf34e, 2e707e74ce8c0fdd5136e900031e469a0ee1a2c5, 5efe7fd937e46137aebf62ebff33addbe556b425, b52da3b1d108f1e62c8f1e43f9fdf9c959cfae82. The work included setting up devices for command buffers, creating programs and kernels, and timing paths for warmup and benchmarking across multiple APIs.
April 2025 performance summary for intel/compute-benchmarks: Delivered three major benchmark features across UR, SYCL, and L0 APIs, expanding cross-API performance visibility and enabling regression detection. Implementations included UR API Submit Graph Benchmark with out-of-order queue, SYCL Submit Graph Benchmark enhancements with improved alignment, a new noEvents/useEvents flag pathway and explicit graph mode, and L0 SubmitGraph Benchmark to measure graph submission timing on CPU. These changes were backed by commits c10baa895b4364899e253e44127ff128a8efa5d5, d1f84b6b2bdb13676157bb806c08975c0aaaf34e, 2e707e74ce8c0fdd5136e900031e469a0ee1a2c5, 5efe7fd937e46137aebf62ebff33addbe556b425, b52da3b1d108f1e62c8f1e43f9fdf9c959cfae82. The work included setting up devices for command buffers, creating programs and kernels, and timing paths for warmup and benchmarking across multiple APIs.
March 2025 (2025-03) Monthly Summary for intel/compute-benchmarks: Key features delivered: - Graph API Benchmark Test Overhaul: Submit Graph with Enhanced Profiling. Refactored the graph API benchmark tests by removing the submit_exec_graph test and introducing a new submit_graph test. The new test enables more granular profiling, control over queue properties and kernel execution parameters, and adds support for measuring completion time to provide a more comprehensive performance analysis of graph submission. Commit: b5cc46acf61766ab00da04e85bd4da4f7591eb21.
March 2025 (2025-03) Monthly Summary for intel/compute-benchmarks: Key features delivered: - Graph API Benchmark Test Overhaul: Submit Graph with Enhanced Profiling. Refactored the graph API benchmark tests by removing the submit_exec_graph test and introducing a new submit_graph test. The new test enables more granular profiling, control over queue properties and kernel execution parameters, and adds support for measuring completion time to provide a more comprehensive performance analysis of graph submission. Commit: b5cc46acf61766ab00da04e85bd4da4f7591eb21.
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