MindSpore is an AI computing framework that matches the computing power of Ascend AI processors. By supporting flexible deployment across all across device, edge, and cloud scenarios, MindSpore creates a new programming paradigm, helping reduce the threshold for AI development. It provides user-friendly and efficient deployment and runtime, making it instrumental for driving a vibrant ecosystem of AI software and hardware.MindStudio provides a one-stop environment for full-pipeline AI, operator, and application development. It provides model visualization, power testing, and an integrated development environment (IDE) for local simulation debugging to accelerate and simplify AI development.MindStudio provides a full series of tools designed to turbocharge model training and inference. It allows developers to invoke a large number of pre-trained AI models, training scripts, and development cases from ModelZoo for more efficient development.