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Stride
/straɪd/noun / verb
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A stride is a long, purposeful step taken in walking or running, often conveying a sense of confidence and determination. In modern contexts, it metaphorically represents significant progress or advancement, like in technology or personal development, making it a versatile word that bridges physical action and abstract achievement.
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In machine learning, a 'stride' of 2 in convolutional neural networks can reduce the output size by half while maintaining efficiency, which was a key innovation in AlexNet, the 2012 ImageNet-winning model that revolutionized computer vision and paved the way for modern AI applications like facial recognition in smartphones.
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