AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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FIONA is presented, an offline optimizer that selectively ternarizes weights within a given packing layout based on the estimated effect of ternary conversion on the model's performance, and fits lower-degree replacements under a cumulative accuracy budget, reducing multiplicative depth and bootstrapping.
A neuro-symbolic program synthesis approach for batch-editing collision meshes is presented, which synthesizes a reusable program that captures the editing intent and applies it to non-demonstration meshes.
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