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Fully connected networks - 15000 synthesis samples
Borealis
Ezzaoui Rahali, Hamza; Mehdi Rahimifar, Mohammad; Corbeil Therrien, Audrey — 2024-07-01 A synthetic fully connected neural networks dataset, generated with hyperparameters randomly sampled from predefined ranges. The dataset of ~15000 samples contains network configuration and FPGA synthesis data to train regression models for resource and latency estimates.
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Benchmark synthesis
Borealis
Ezzaoui Rahali, Hamza; Mehdi Rahimifar, Mohammad; Corbeil Therrien, Audrey — 2024-07-16 A dataset of literature-based and custom neural networks, for the purpose of testing the performance of trained models at predicting the required resources and inference latency on FPGA.

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(Source Repository: Dataverse de l'Université de Sherbrooke) AND (Author: Corbeil Therrien, Audrey)

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