Apollo: Transferable Architecture Exploration

Apollo: Transferable Architecture Exploration

2 February 2021

Amir Yazdanbakhsh

Christof Angermueller

Ravi Narayanaswami

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Papers citing "Apollo: Transferable Architecture Exploration"

12 / 12 papers shown

Title
Concorde: Fast and Accurate CPU Performance Modeling with Compositional Analytical-ML Fusion Arash Nasr-Esfahany Mohammad Alizadeh Victor Lee Hanna Alam Brett W. Coon ... Martin Dixon H. Levy Santosh Pandey Parthasarathy Ranganathan Amir Yazdanbakhsh 66 0 0 29 Mar 2025
Tao: Re-Thinking DL-based Microarchitecture Simulation Santosh Pandey Amir Yazdanbakhsh Hang Liu AI4CE 77 3 0 16 Apr 2024
GRANITE: A Graph Neural Network Model for Basic Block Throughput Estimation O. Sýkora P. Phothilimthana Charith Mendis Amir Yazdanbakhsh GNN 108 21 0 08 Oct 2022
Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization Xingyou Song Sagi Perel Chansoo Lee Greg Kochanski Daniel Golovin 101 27 0 27 Jul 2022
Chimera: A Hybrid Machine Learning Driven Multi-Objective Design Space Exploration Tool for FPGA High-Level Synthesis Mang Yu Sitao Huang Deming Chen 70 9 0 03 Jul 2022
Data-Driven Offline Optimization For Architecting Hardware Accelerators Aviral Kumar Amir Yazdanbakhsh Milad Hashemi Kevin Swersky Sergey Levine 111 38 0 20 Oct 2021
A Learning-based Approach Towards Automated Tuning of SSD Configurations Daixuan Li Jian Huang 18 4 0 17 Oct 2021
AIRCHITECT: Learning Custom Architecture Design and Mapping Space A. Samajdar J. Joseph Matthew Denton T. Krishna 125 7 0 16 Aug 2021
A Full-Stack Search Technique for Domain Optimized Deep Learning Accelerators Dan Zhang Safeen Huda Ebrahim M. Songhori Kartik Prabhu Quoc V. Le Anna Goldie Azalia Mirhoseini 94 53 0 26 May 2021
An Evaluation of Edge TPU Accelerators for Convolutional Neural Networks K. Seshadri Berkin Akin James Laudon Ravi Narayanaswami Amir Yazdanbakhsh 105 121 0 20 Feb 2021
A Survey of Machine Learning for Computer Architecture and Systems Nan Wu Yuan Xie AI4TS AI4CE 108 152 0 16 Feb 2021
AutoPilot: Automating SoC Design Space Exploration for SWaP Constrained Autonomous UAVs Srivatsan Krishnan Zishen Wan K. Bharadwaj P. Whatmough Aleksandra Faust Sabrina M. Neuman Gu-Yeon Wei David Brooks Vijay Janapa Reddi 38 3 0 05 Feb 2021