AINeutralarXiv – CS AI · 9h ago6/10
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Surrogate Neural Architecture Codesign Package (SNAC-Pack)
SNAC-Pack is an open-source AutoML framework that automates neural architecture design for FPGA deployment by combining hardware-aware search with quantization and pruning. The tool reduces design cycles from months to hours while matching or exceeding baseline performance on tasks like jet classification and quantum computing applications.