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DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates
CPU simulators are useful tools for modeling CPU execution behavior. How...
10/08/2020 ∙ by Alex Renda, et al. ∙
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TIRAMISU: A Polyhedral Compiler for Dense and Sparse Deep Learning
In this paper, we demonstrate a compiler that can optimize sparse and re...
05/07/2020 ∙ by Riyadh Baghdadi, et al. ∙
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Comparing Rewinding and Fine-tuning in Neural Network Pruning
Many neural network pruning algorithms proceed in three steps: train the...
03/05/2020 ∙ by Alex Renda, et al. ∙
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Abstractions for AI-Based User Interfaces and Systems
Novel user interfaces based on artificial intelligence, such as natural-...
09/14/2017 ∙ by Alex Renda, et al. ∙
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