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JiaLuo-CAN

PROFILE

Jialuo-can

Jialuo Luo developed and integrated a new FP8 GEMM client example for the StreamHPC/rocm-libraries repository, focusing on demonstrating matrix multiplication using FP8 tensors. Leveraging C++ and CMake, Jialuo implemented both the core computation in gemm_mx_fp8.cpp and the supporting build configuration, enabling seamless compilation and execution within the ROCm stack. The example included performance reporting features, outputting TFlops and GB/s to facilitate benchmarking and evaluation of FP8 operations on GPUs. This work provided an end-to-end workflow for building, running, and analyzing FP8 GEMM, contributing a focused, well-structured feature to the high-performance computing library.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
336
Activity Months1

Work History

June 2025

1 Commits • 1 Features

Jun 1, 2025

June 2025 monthly summary for StreamHPC/rocm-libraries highlighting the delivery of a new FP8 GEMM client example and associated build integration, with performance reporting capabilities.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++CMake

Technical Skills

C++CMakeFP8 Data TypeGPU ComputingHigh-Performance Computing

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

StreamHPC/rocm-libraries

Jun 2025 Jun 2025
1 Month active

Languages Used

C++CMake

Technical Skills

C++CMakeFP8 Data TypeGPU ComputingHigh-Performance Computing

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