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by Ryan Pgoud • Published November 23, 2025 at 04:00 PM
Research

Learning Triton One Kernel at a Time:Softmax

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A new softmax kernel developed using Triton offers a significant advancement in speed and readability, optimized for integration with PyTorch. This kernel enhances the efficiency of softmax computations, which are critical in neural network training and inference, by providing a streamlined, high-performance implementation that simplifies deployment and accelerates model performance.

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