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05/11/2023
Optimizing Memory Mapping Using Deep Reinforcement Learning
Resource scheduling and allocation is a critical component of many high ...
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10/08/2022
GRANITE: A Graph Neural Network Model for Basic Block Throughput Estimation
Analytical hardware performance models yield swift estimation of desired...
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05/08/2022
αNAS: Neural Architecture Search using Property Guided Synthesis
In the past few years, neural architecture search (NAS) has become an in...
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12/07/2021
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules
Multi-Chip-Modules (MCMs) reduce the design and fabrication cost of mach...
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08/03/2020
