
Daniel Su engineered robust CI/CD automation and build system modernization for the ROCm/ROCm repository, focusing on monorepo integration, cross-component orchestration, and GPU-targeted workflows. Leveraging YAML, Bash, and C++, he consolidated fragmented pipelines, introduced template-based configurations, and streamlined dependency management to accelerate feedback cycles and reduce maintenance overhead. His work included artifact compression, platform enablement for AlmaLinux8 and manylinux, and expanded test coverage for components like hipBLASLt and MIOpen. By implementing retry logic and environment hardening, Daniel improved reliability and storage efficiency, enabling faster, more scalable releases. The depth of his contributions established a stable foundation for ongoing ROCm development.

August 2025 performance summary for ROCm/ROCm. Delivered major CI/build platform enhancements and reliability improvements across the ROCm monorepo, accelerating integration across rocprofiler, rocprofiler-register, clr, hip, and hipother. Implemented monorepo CI integration and cross-component build orchestration, hardened artifact handling, and enabled builds under solver-constrained configurations, delivering measurable business value through faster feedback cycles, reduced pipeline complexity, and lower operational risk. Key outcomes include improved CI reliability, storage/transfer efficiency, and a streamlined path for downstream hipBLAS builds.
August 2025 performance summary for ROCm/ROCm. Delivered major CI/build platform enhancements and reliability improvements across the ROCm monorepo, accelerating integration across rocprofiler, rocprofiler-register, clr, hip, and hipother. Implemented monorepo CI integration and cross-component build orchestration, hardened artifact handling, and enabled builds under solver-constrained configurations, delivering measurable business value through faster feedback cycles, reduced pipeline complexity, and lower operational risk. Key outcomes include improved CI reliability, storage/transfer efficiency, and a streamlined path for downstream hipBLAS builds.
July 2025 ROCm CI/Monorepo improvements delivered a unified monorepo workflow across rocSPARSE, hipSPARSELt, and hipBLAS with migrated pipeline IDs, followed by reliability enhancements and environment modernization. The effort reduced CI fragmentation, accelerated feedback loops, and enabled consistent validation across core workloads (BLAS, SPARSE, and SOLVER). Notable outcomes include cross-component CI consolidation, test-timeout increases, and upgraded runtime images, as well as tighter integration with MIOpen/hipSOLVER monorepos and related downstream controls.
July 2025 ROCm CI/Monorepo improvements delivered a unified monorepo workflow across rocSPARSE, hipSPARSELt, and hipBLAS with migrated pipeline IDs, followed by reliability enhancements and environment modernization. The effort reduced CI fragmentation, accelerated feedback loops, and enabled consistent validation across core workloads (BLAS, SPARSE, and SOLVER). Notable outcomes include cross-component CI consolidation, test-timeout increases, and upgraded runtime images, as well as tighter integration with MIOpen/hipSOLVER monorepos and related downstream controls.
June 2025 performance summary: Delivered foundational monorepo CI integration for ROCm, enabling streamlined downstream builds, reduced maintenance overhead, and clearer versioning. Expanded CI coverage with msgpack in MIOpen and rocm-examples; enhanced rocPRIM CI with Alma/manylinux builds, GPU targets, and gtest vendoring; updated HIP/ROCm test pipelines for rocFFT, hipRAND, Tensile dir alignment, and added rocprof-packages. Implemented platform enablement across Ex CI (AlmaLinux8 and gfx1100 builds for hipBLASLt/rocBLAS/rocSOLVER), migrated rocBLAS to the monorepo, and improved artifact/pipeline workflows. Also addressed bugs including hardcoded gfx in MIOpen CK script. Business impact: faster, more scalable CI, broader test coverage, and stronger reliability enabling quicker feature delivery. Technologies demonstrated: monorepo CI, AlmaLinux8/manylinux, GPU test targets, gtest vendoring, msgpack, hipBLASLt, gfx1100, multi-OS pipelines.
June 2025 performance summary: Delivered foundational monorepo CI integration for ROCm, enabling streamlined downstream builds, reduced maintenance overhead, and clearer versioning. Expanded CI coverage with msgpack in MIOpen and rocm-examples; enhanced rocPRIM CI with Alma/manylinux builds, GPU targets, and gtest vendoring; updated HIP/ROCm test pipelines for rocFFT, hipRAND, Tensile dir alignment, and added rocprof-packages. Implemented platform enablement across Ex CI (AlmaLinux8 and gfx1100 builds for hipBLASLt/rocBLAS/rocSOLVER), migrated rocBLAS to the monorepo, and improved artifact/pipeline workflows. Also addressed bugs including hardcoded gfx in MIOpen CK script. Business impact: faster, more scalable CI, broader test coverage, and stronger reliability enabling quicker feature delivery. Technologies demonstrated: monorepo CI, AlmaLinux8/manylinux, GPU test targets, gtest vendoring, msgpack, hipBLASLt, gfx1100, multi-OS pipelines.
May 2025: Delivered major CI/CD and build-system improvements across ROCm repos, modernized GPU-target workflows for ROCm 6.4, updated HIPBLAS API usage, and strengthened CI validation and dependency-management pipelines. These changes improve compatibility with newer hardware and libraries, reduce build fragility, and accelerate developer workflows. Highlights include HIPBLAS 3.0 API updates, comprehensive ROCm Validation CI enhancements with sparse checkout and downstream orchestration, and targeted fixes to MIOpen build wiring.
May 2025: Delivered major CI/CD and build-system improvements across ROCm repos, modernized GPU-target workflows for ROCm 6.4, updated HIPBLAS API usage, and strengthened CI validation and dependency-management pipelines. These changes improve compatibility with newer hardware and libraries, reduce build fragility, and accelerate developer workflows. Highlights include HIPBLAS 3.0 API updates, comprehensive ROCm Validation CI enhancements with sparse checkout and downstream orchestration, and targeted fixes to MIOpen build wiring.
April 2025: Delivered substantial automation and reliability improvements across the ROCm ecosystem, with a focus on CI efficiency, test stability, and profiling workflow enhancements. Implemented CI infrastructure enhancements and tooling updates for ROCm/ROCm, improved artifact handling, and updated Docker configurations to support ROCm 6.4.0. Introduced parallel mainline checks for ROCm/rocprofiler-compute to accelerate validation on develop/staging branches. Strengthened build performance by re-enabling comgr cache for affected mathlibs and adding a Docker image template workflow. Hardened test pipelines with stability fixes in CK, artifact naming, and rocJPEG traceability. Enhanced profiling tooling defaults and conditional options for rocprof, improving consistency and scriptability. Achieved dependency hygiene improvements by adding roctracer to rocprof-sys and addressing flaky tests with targeted exclusions.
April 2025: Delivered substantial automation and reliability improvements across the ROCm ecosystem, with a focus on CI efficiency, test stability, and profiling workflow enhancements. Implemented CI infrastructure enhancements and tooling updates for ROCm/ROCm, improved artifact handling, and updated Docker configurations to support ROCm 6.4.0. Introduced parallel mainline checks for ROCm/rocprofiler-compute to accelerate validation on develop/staging branches. Strengthened build performance by re-enabling comgr cache for affected mathlibs and adding a Docker image template workflow. Hardened test pipelines with stability fixes in CK, artifact naming, and rocJPEG traceability. Enhanced profiling tooling defaults and conditional options for rocprof, improving consistency and scriptability. Achieved dependency hygiene improvements by adding roctracer to rocprof-sys and addressing flaky tests with targeted exclusions.
March 2025 monthly summary: Delivered broad CI improvements across the ROCm ecosystem, expanding test coverage, tightening stability, and accelerating feedback loops. Key work included stabilizing ROCm pipelines, enabling gfx90a testing, improving build tooling for faster CI, and enhancing manifest/artifact reporting for clearer build visibility. Extended CI triggers to mainline/master/amd-mainline branches across multiple repos, enabling earlier validation of code merges. Result: reduced flaky tests, faster builds, clearer build visibility, and stronger confidence in release readiness.
March 2025 monthly summary: Delivered broad CI improvements across the ROCm ecosystem, expanding test coverage, tightening stability, and accelerating feedback loops. Key work included stabilizing ROCm pipelines, enabling gfx90a testing, improving build tooling for faster CI, and enhancing manifest/artifact reporting for clearer build visibility. Extended CI triggers to mainline/master/amd-mainline branches across multiple repos, enabling earlier validation of code merges. Result: reduced flaky tests, faster builds, clearer build visibility, and stronger confidence in release readiness.
February 2025 (2025-02) monthly summary for ROCm development. Highlights across ROCm/ROCm, ROCm/composable_kernel, and ROCm/rocm-examples. Delivered profiling enhancements, CI/build system improvements, broader CI triggers, and build/test hygiene fixes. These efforts improved profiling capabilities, increased CI reliability and coverage, and accelerated validation workflows, enabling faster, more reliable releases.
February 2025 (2025-02) monthly summary for ROCm development. Highlights across ROCm/ROCm, ROCm/composable_kernel, and ROCm/rocm-examples. Delivered profiling enhancements, CI/build system improvements, broader CI triggers, and build/test hygiene fixes. These efforts improved profiling capabilities, increased CI reliability and coverage, and accelerated validation workflows, enabling faster, more reliable releases.
January 2025 monthly performance summary: Strengthened ROCm external CI pipelines across ROCm/ROCm, ROCm/TransferBench, and ROCm/rocDecode, delivering automated external CI integration, enhanced profiling test support, and environment hardening. Key features delivered include full TransferBench integration into the external CI, ROC profiler CI support with tests, CI environment enhancements, and CI workflow modernization to improve reliability and maintainability. A critical bug fix in rocDecode ensures FFmpeg development libraries install correctly on RHEL 9, enabling dependent features. These efforts shorten feedback loops, expand test coverage for profiling tooling, reduce unnecessary CI runs, and establish a solid foundation for stable mainline dependency adoption. Technologies demonstrated include CI/CD automation, dependency management, ROCm tooling and testing infrastructure, and cross-repo collaboration for external CI readiness.
January 2025 monthly performance summary: Strengthened ROCm external CI pipelines across ROCm/ROCm, ROCm/TransferBench, and ROCm/rocDecode, delivering automated external CI integration, enhanced profiling test support, and environment hardening. Key features delivered include full TransferBench integration into the external CI, ROC profiler CI support with tests, CI environment enhancements, and CI workflow modernization to improve reliability and maintainability. A critical bug fix in rocDecode ensures FFmpeg development libraries install correctly on RHEL 9, enabling dependent features. These efforts shorten feedback loops, expand test coverage for profiling tooling, reduce unnecessary CI runs, and establish a solid foundation for stable mainline dependency adoption. Technologies demonstrated include CI/CD automation, dependency management, ROCm tooling and testing infrastructure, and cross-repo collaboration for external CI readiness.
December 2024 performance summary for ROCm/ROCm focused on CI/CD modernization, standardization, and reliability improvements across the ROCm ecosystem. Delivered structured CI manifests, standardized naming across repositories, integrated ROCm JPEG into CI, and aligned artifact download and AOMP component naming to reduce confusion. Reverted unstable CI changes and removed omniperf from nightly builds to stabilize CI; improved traceability with JSON/HTML reports and manifest templates.
December 2024 performance summary for ROCm/ROCm focused on CI/CD modernization, standardization, and reliability improvements across the ROCm ecosystem. Delivered structured CI manifests, standardized naming across repositories, integrated ROCm JPEG into CI, and aligned artifact download and AOMP component naming to reduce confusion. Reverted unstable CI changes and removed omniperf from nightly builds to stabilize CI; improved traceability with JSON/HTML reports and manifest templates.
November 2024: Focused on stabilizing and expanding the ROCm CI ecosystem, delivering external component integration and reliability improvements that accelerate release readiness. Consolidated dependency management and CI paths for external ROCm builds (rocBLAS roctracer, rocprofiler, RDC, and related components), enabled MIOpen CI enhancements with composable_kernel integration, and shipped ROCR Runtime release build enablement with hipBLAS test fixes. Strengthened CI stability by tightening failure reporting and removing flaky nightly components to shorten feedback cycles. Demonstrated strong CI automation, dependency management, and test reliability skills with tangible business value in faster, more reliable releases.
November 2024: Focused on stabilizing and expanding the ROCm CI ecosystem, delivering external component integration and reliability improvements that accelerate release readiness. Consolidated dependency management and CI paths for external ROCm builds (rocBLAS roctracer, rocprofiler, RDC, and related components), enabled MIOpen CI enhancements with composable_kernel integration, and shipped ROCR Runtime release build enablement with hipBLAS test fixes. Strengthened CI stability by tightening failure reporting and removing flaky nightly components to shorten feedback cycles. Demonstrated strong CI automation, dependency management, and test reliability skills with tangible business value in faster, more reliable releases.
Month: 2024-10 — ROCm/ROCm delivered CI Pipeline Modernization and GPU Build Stability. Consolidated CI improvements with template-based configurations replacing Bash tasks, dynamic handling of partially-succeeded builds, suppression of non-critical GPU diagnostic warnings to prevent false negatives, integration of rocprofiler-compute into CI, and GPU reload optimizations to reduce unnecessary reloads. Result: faster, more stable builds and easier governance of GPU workflows, enabling smoother validation and release cycles.
Month: 2024-10 — ROCm/ROCm delivered CI Pipeline Modernization and GPU Build Stability. Consolidated CI improvements with template-based configurations replacing Bash tasks, dynamic handling of partially-succeeded builds, suppression of non-critical GPU diagnostic warnings to prevent false negatives, integration of rocprofiler-compute into CI, and GPU reload optimizations to reduce unnecessary reloads. Result: faster, more stable builds and easier governance of GPU workflows, enabling smoother validation and release cycles.
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