CHEN Chen's repositories
TensorFlow-RRSP-INFOCOM19
Code for my INFOCOM'19 paper: Round-Robin Synchronization: Mitigating Communication Bottlenecks in Parameter Servers
distributed_TensorFlow_models
A collection of TensorFlow codes for training classical neural models in a distributed manner
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)
pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
Spark-PAF-INFOCOM18
Code for my INFOCOM'18 paper: Performance-Aware Fair Scheduling: Exploiting Demand Elasticity of Data Analytics Jobs
spark-SSR-ICDCS17
Code for my ICDCS'17 paper: Speculative Slot Reservation: Enforcing Service Isolation for Dependent Data-Parallel Computations
ChampSim
ChampSim repository
cluster-scheduler-simulator
Automatically exported from code.google.com/p/cluster-scheduler-simulator
FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
hkust-latex-thesis
A Better HKUST LaTeX Thesis Template
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
leaf
Leaf: A Benchmark for Federated Settings
Leap
Prefetching and efficient data path for memory disaggregation
LLaMA-Efficient-Tuning
Easy-to-use LLM fine-tuning framework (LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, ChatGLM2)
open-simulator
K8s cluster simulator for capacity planning
OpenNMT-py
Open Source Neural Machine Translation in PyTorch
PAF-SparkBench
SparkBench Code for PAF Paper
PyTorch-CIFAR10
practice on CIFAR10 with PyTorch
pytorch-cifar10-1
pytorch and cifar10
pytorch-classification
Classification with PyTorch.
pytorch-distributed
Distributed Deep Reinforcement Learning with pytorch & tensorboard
svm-pytorch
Linear SVM with PyTorch
tensorflow-resnet
TensorFlow code for training ResNet model distributedly on cifar-10 dataset
wondershaper
Command-line utility for limiting an adapter's bandwidth
zju-icicles
Course Materials