target audience: TECH SUPPLIER Publication date: May 2024 - Document type: Market Presentation - Doc Document number: # US50015423
Emerging AI Research and Future Proofing AI Processors for Edge Devices, 2024
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Abstract
This IDC Market Presentation reviews different methods for optimizing AI for the edge, from a discussion of data formats to recent research developments in sparsity, quantization, scaling laws, pruning, and knowledge distillations. This IDC Market Presentation also presents some potential developments beyond the use of transformers that are emerging.
Growth in the use of transformers and GenAI has changed the direction of AI and technology. Beyond the datacenter, AI will continue to shift toward the edge, and new developments and research are furthering the capabilities of what AI can do at the edge.