Technology
GPU Performance: Compute vs Memory-Bound (90% vs 20% Utilization - 2025)
Master GPU performance optimization: Matrix multiplication achieves 90%+ FLOPS on A100, while CNNs get only 20% due to memory bandwidth bottleneck. Learn compute-bound vs memory-bound operations, fused kernels, Tensor Cores, and H100 FP8 improvements.
xiaodong gong