Weile Luo
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Blog
Breaking GPU Hardware Limits: Micro-benchmark Methodology, PTX Assembly, and Hopper Architecture
CUDA Performance Profiling Cornerstone: Toolchains, Warp Scheduling, and Nsight Compute
Math Agents: Mathematical Reasoning and Formal Proofs in LLMs
Tool Agents: Empowering LLMs to Use Tools and Explore Environments
Coding Agents: Evaluation, Frameworks, and Code LLMs
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Paper Notes
PPoPP'21 | A Fast Work-Efficient SSSP Algorithm for GPUs
TACO'22 | Performance and Power Prediction for Concurrent Execution on GPUs
OSDI'20 | AntMan: Dynamic Scaling on GPU Clusters for Deep Learning
OSDI'18 | Gandiva: Introspective Cluster Scheduling for Deep Learning
RTSS'17 | GPU Scheduling on the NVIDIA TX2: Hidden Details Revealed
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