George Wang

George Wang is Director of AI Software Product Engineering in the AI Group at AMD, where he leads a talented team for AI software solutions, product management, and end-to-end performance optimizations across Data Center, Client, and Edge/Endpoint applications, driving cutting-edge AI capabilities for AMD’s customers, developers, and the broader community.

George with over 20 years of experience in the technology industry, and he holds master’s degree from UESTC.

Posts by George Wang

From Theory to Kernel: Implement FlashAttention-v2 with CK-Tile

Learn how to implement FlashAttention-v2 with CK-Tile: minimize memory overhead, maximize compute efficiency, and scale on AMD GPUs

May 21, 2025 by Haocong Wang, Kevin Chang, David Li, George Wang

Accelerate DeepSeek-R1 Inference: Integrate AITER into SGLang

Boost DeepSeek-R1 with AITER: Step-by-step SGLang integration for high-performance MoE, GEMM, and attention ops on AMD GPUs

May 16, 2025 by Bruce Xue, George Wang

Step-Video-T2V Inference with xDiT on AMD Instinct MI300X GPUs

Learn how to accelerate text-to-video generation using Step-Video-T2V, a 30B parameter T2V model, on AMD MI300X GPUs with ROCm—enabling scalable, high-fidelity video generation from text

May 15, 2025 by Wei Cai, George Wang

Unleash Full GPU Potential: Overlap Communication and Computation with Triton-Distributed

Unlock the full power of AMD GPUs—write portable, efficient kernels with Triton-Distributed, overlapping computation and communication with ease and flexibility

May 06, 2025 by Lei Zhang, George Wang, Fan Wu, Peng Sun, Kyle Wang, Anshul Gupta

Hands-On with CK-Tile: Develop and Run Optimized GEMM on AMD GPUs

Build high-performance GEMM kernels using CK-Tile on AMD Instinct GPUs with vendor-optimized pipelines and policies for AI and HPC workloads

April 15, 2025 by David Li, George Wang

Unlock Peak Performance on AMD GPUs with Triton Kernel Optimizations

Learn how Triton compiles and optimizes AI kernels on AMD GPUs, with deep dives into IR flows, hardware-specific passes, and performance tuning tips

April 10, 2025 by Ning Zhang, George Wang

GEMM Kernel Optimization For AMD GPUs

Guide to how GEMMs can be tuned for optimal performance of AI models on AMD GPUs

February 06, 2025 by Ning Zhang, George Wang, Anshul Gupta