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12/24/2021
Profile Guided Optimization without Profiles: A Machine Learning Approach
Profile guided optimization is an effective technique for improving the ...
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07/08/2021
First-Generation Inference Accelerator Deployment at Facebook
In this paper, we provide a deep dive into the deployment of inference a...
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10/19/2020
Warrior1: A Performance Sanitizer for C++
This paper presents Warrior1, a tool that detects performance anti-patte...
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11/24/2018
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications
The application of deep learning techniques resulted in remarkable impro...
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05/02/2018