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Michael O'Boyle

DLAS: An Exploration and Assessment of the Deep Learning Acceleration Stack

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Nov 15, 2023
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Neural Architecture Search as Program Transformation Exploration

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Feb 12, 2021
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Deep Data Flow Analysis

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Nov 21, 2020
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Optimizing Grouped Convolutions on Edge Devices

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Jun 17, 2020
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Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs

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Feb 20, 2020
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BlockSwap: Fisher-guided Block Substitution for Network Compression

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Jun 10, 2019
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HAKD: Hardware Aware Knowledge Distillation

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Oct 24, 2018
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Pruning neural networks: is it time to nip it in the bud?

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Oct 10, 2018
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Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks

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Sep 19, 2018
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SLAMBench2: Multi-Objective Head-to-Head Benchmarking for Visual SLAM

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Aug 21, 2018
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