Tag: GPU optimization
Browse our exclusive articles!
ARGUS: Advanced GPU Optimization via Data-Flow Invariants
Discover ARGUS, a cutting-edge GPU optimization framework using data-flow invariants to boost kernel performance close to hand-optimized levels.
ARGUS: Advanced GPU Optimization Using Data-Flow Invariants
Discover ARGUS, a cutting-edge framework for GPU kernel optimization using data-flow invariants, boosting performance up to 1543x on AMD MI300X GPUs.
GPU-Based Global Optimization for Large-Scale Nonlinear Problems
Discover a GPU-powered method for rigorous global optimization of large-scale nonlinear functions, ensuring accurate minima in high-dimensional spaces.
Cost-Efficient LLM Inference with Token-Budget Routing
Optimize LLM inference costs using token-budget-aware pool routing to reduce GPU usage and save millions annually in AI deployments.
CSAttention: Fast, Accurate Sparse Attention for LLMs
Discover CSAttention, a novel sparse attention method boosting LLM inference speed by 4.6x while maintaining accuracy with high sparsity and long contexts.