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Deci AI is for machine-learning developers who need to improve how trained deep-learning models run on their target hardware. Its platform uses Automated Neural Architecture Construction (AutoNAC) to search for model architectures suited to a selected environment, aiming to improve inference speed and resource use while retaining accuracy. Developers can benchmark models and compare metrics such as latency, throughput, and memory use, then prepare optimized models for deployment. It is designed for teams building AI applications for cloud, edge, or mobile environments, rather than for people looking for a consumer AI chat app.
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