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MindSpore is an open source deep learning training/inference framework designed to provide development experience with friendly design and efficient execution for data scientists and algorithmic engineers. It supports automatic differentiation of automatic control flow, allowing for static compilation optimization on neural networks to achieve great performance. MindSpore also aims to further advance the development and enrichment of the AI software/hardware application ecosystem.