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Charith Mendis

SPLAT: A framework for optimised GPU code-generation for SParse reguLar ATtention

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Jul 23, 2024
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TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs

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Aug 25, 2023
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Input-sensitive dense-sparse primitive compositions for GNN acceleration

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Jun 27, 2023
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FLuRKA: Fast fused Low-Rank & Kernel Attention

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Jun 27, 2023
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Learning Large Graph Property Prediction via Graph Segment Training

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May 21, 2023
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CoMEt: x86 Cost Model Explanation Framework

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Feb 14, 2023
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GRANITE: A Graph Neural Network Model for Basic Block Throughput Estimation

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Oct 11, 2022
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DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates

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Oct 08, 2020
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Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks

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Aug 21, 2018
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