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SMALLER FOOTPRINT IN DEVICE

SMALLER FOOTPRINT IN DEVICE

by Embedl | Apr 17, 2023

One of the many challenging tasks when deploying deep learning models on resource-constrained devices such as embedded systems, mobile phones, or IoT devices is meeting the tight memory requirements of these environments....

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FASTER EXECUTION

FASTER EXECUTION

by Embedl | Apr 11, 2023

In today's world of high-performance computing, optimizing deep neural networks for embedded hardware is crucial for achieving real-time performance and meeting the demands of users and applications. One of the key factors in achieving optimal performance is reducing the execution time of these models....

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AI Risks: Fact and Fantasy

AI Risks: Fact and Fantasy

by Devdatt Dubhashi | Mar 31, 2023

The Future of Life Institute has come out with an Open Letter advocating a 6 month pause on training AI models “more powerful” than GPT-4. The letter has already been signed by over 1000 people ranging from researchers, technology leaders and public figures....

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