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Matrix multiplication is all you need: shapes, batching, and why GPUs love it
If you learn one operation in modern machine learning, make it matrix multiplication (often shortened to matmul ).
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Expert: async and GPU optimization patterns
This post explores advanced techniques for asynchronous execution and GPU optimization in Python and CUDA. It covers multi-stream concurrency, kernel scheduling, distributed training, and real-world optimization case studies to help expert engineers maximize performance and efficiency.