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📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉
how to optimize some algorithm in cuda.
Flash Attention in ~100 lines of CUDA (forward pass only)
flash attention tutorial written in python, triton, cuda, cutlass
Step-by-step optimization of CUDA SGEMM
FFPA: Extend FlashAttention-2 with Split-D, ~O(1) SRAM complexity for large headdim, 1.8x~3x↑🎉 vs SDPA.
Writing a CUDA software ray tracing renderer with Analysis-Driven Optimization from scratch: a python-importable, distributed parallel renderer.