AIMarkTechPostabout 2 hours ago
TileLang for High-Performance GPU Kernels
17 min read
TileLang, a Python DSL built on TVM, enables designing GPU kernels like tensor-core GEMM, fused softmax, and FlashAttention. The tutorial implements vector add, tiled matrix multiply, schedule exploration, and autotuning, comparing performance against PyTorch and cuBLAS baselines.
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