Susmita Dey Manasi | DeepAI

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Featured Co-authors

Hadi Esmaeilzadeh
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Soroush Ghodrati
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Andrew B. Kahng
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Zhiang Wang
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Sachin Sapatnekar
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Kishor Kunal
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Joon Kyung Kim
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Sayak Kundu
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Sudipta Mondal
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research

∙ 08/23/2023

An Open-Source ML-Based Full-Stack Optimization Framework for Machine Learning Accelerators

Parameterizable machine learning (ML) accelerators are the product of re...

0 Hadi Esmaeilzadeh, et al. ∙

research

∙ 06/29/2023

Performance Analysis of DNN Inference/Training with Convolution and non-Convolution Operations

Today's performance analysis frameworks for deep learning accelerators s...

0 Hadi Esmaeilzadeh, et al. ∙

research

∙ 05/21/2021

GNNIE: GNN Inference Engine with Load-balancing and Graph-Specific Caching

Graph neural networks (GNN) analysis engines are vital for real-world pr...

0 Sudipta Mondal, et al. ∙

research

∙ 05/09/2019

NeuPart: Using Analytical Models to Drive Energy-Efficient Partitioning of CNN Computations on Cloud-Connected Mobile Clients

Data processing on convolutional neural networks (CNNs) places a heavy b...

0 Susmita Dey Manasi, et al. ∙