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@pgroupATusc

P Group

Research group of Professor Viktor Prasanna

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  1. GraphACT GraphACT Public

    Implementation of paper "GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platform".

    Verilog 10

  2. C-MemMAP C-MemMAP Public

    Forked from pengmiao-usc/C-MemMAP

    C-MemMAP: Clustering-driven Compact, Adaptable, and Generalizable Meta-LSTM Models for Memory Access Prediction

    Python 3

  3. FGYM FGYM Public

    Demonstrating the usage of FGYM: A Toolkit for benchmarking FPGA-accelerated Reinforcement Learning

    C++

  4. GraphSAINT GraphSAINT Public

    Forked from GraphSAINT/GraphSAINT

    [ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

    Python 1

  5. ARGO ARGO Public

    Forked from jasonlin316/ARGO

    Official implementation of ARGO, an auto-tuning runtime system for GNN training on CPU.

    Python

  6. shaDow_GNN shaDow_GNN Public

    Forked from facebookresearch/shaDow_GNN

    We have implemented shaDow-GNN as a general and powerful pipeline for graph representation learning. For more details, please find our paper titled Deep Graph Neural Networks with Shallow Subgraph …

    Python

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