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travisdai's Projects

layerwise_dnn_profiler icon layerwise_dnn_profiler

This is part of source code for my project "Accelerating distributed DNN training on optical interconnect systems".

lbann icon lbann

Livermore Big Artificial Neural Network Toolkit

learning_gem5 icon learning_gem5

Learning gem5 is a work-in-progress book to help gem5 users get started using gem5.

libartificial icon libartificial

A small, header-only, fast C shared library with ML/nonparametrix algorithms for researchers and developers

macsim icon macsim

A heterogeneous architecture timing model simulator.

mindspore icon mindspore

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

mlp icon mlp

Writing the MLP from scratch.

mlp_neurosim_v3.0 icon mlp_neurosim_v3.0

Benchmark framework of synaptic device technologies for a simple neural network

mnist_mpi icon mnist_mpi

Proof-of-concept, MPI-based distributed training of a neural network on SGE HPCs.

nengo icon nengo

A Python library for creating and simulating large-scale brain models

netbench icon netbench

Packet simulator for data center network topologies, routing, and congestion control

nn_dataflow icon nn_dataflow

Explore the energy-efficient dataflow scheduling for neural networks.

nocnn icon nocnn

Performance/Energy estimation of NoC-based Deep Neural Network accelerators

ns-3-dev-git icon ns-3-dev-git

Experimental GitHub read-only mirror of ns-3 development repository, will be kept in sync with original Mercurial repository on a best-effort basis; pull requests not accepted at the moment

ns3-rdma icon ns3-rdma

NS3 simulator for RDMA over Converged Ethernet v2 (RoCEv2), including the implementation of DCQCN, TIMELY, PFC, ECN and shared buffer switch

nvsim icon nvsim

NVSim - A performance, energy and area estimation tool for non-volatile memory (NVM)

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