Dataflow-Aware PIM-Enabled Manycore Architecture for Deep Learning Workloads

Author:

Sharma Harsh1,Narang Gaurav1,Doppa Janardhan Rao1,Ogras Umit2,Pande Partha Pratim1

Affiliation:

1. Washington State University Pullman,WA

2. University of Wisconsin Madison,Madison,WI

Funder

National Science Foundation

Publisher

IEEE

Reference22 articles.

1. Enabling interposer-based disintegration of multi-core processors;Kannan;MICRO,2015

2. SWAP: A Server-Scale Communication-Aware Chiplet-Based Manycore PIM Accelerator

3. Kite: A Family of Heteroge neous Interposer Topologies Enabled via Accurate Interconnect Modeling;Bharadwaj;DAC,2020

4. AccuReD: High Accuracy Training of CNNs on ReRAM/GPU Heterogeneous 3-D Architecture

5. Monolithic 3D: an alternative to advanced CMOS scaling, technology perspectives and associated design methodology challenges

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