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Arranges computation units into an ordered sequence where the output of one becomes the input of the next.
Distinct from Vertical Arrangements: Refers to the data-flow arrangement of neural network modules, unlike UI vertical arrangements.
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Flashlight is a standalone C++ machine learning library and tensor library used for building and training neural networks. It functions as a comprehensive neural network framework and automatic differentiation engine, providing the tools to construct computation graphs and calculate gradients via backpropagation. The project serves as a distributed training framework, utilizing all-reduce operations to synchronize gradients and parameters across multiple compute nodes and devices. It distinguishes itself through deep integration of high-performance tensor manipulation, native device memory in
Arranges multiple computation units into an ordered sequence where output flows directly into the next input.