DicardoX

Liquid

Intelligent Resource Requirement Estimation and Scheduling for Deep Learning Jobs on Distributed GPU Clusters

tensorflow

An Open Source Machine Learning Framework for Everyone

EasyParallelLibrary

Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.

synergy

flax

Flax is a neural network library for JAX that is designed for flexibility.

kuberay

A toolkit to run Ray applications on Kubernetes

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

DAPPLE

An Efficient Pipelined Data Parallel Approach for Training Large Model

oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

alpa

Training and serving large-scale neural networks with auto parallelization.

Research-Space

This repository is established to store personal notes and annotated papers during daily research.

FlexFlow

FlexFlow Serve: Low-Latency, High-Performance LLM Serving

Tiresias

Tiresias is a GPU cluster manager for distributed deep learning training.

adaptdl

Resource-adaptive cluster scheduler for deep learning training.

byteps

A high performance and generic framework for distributed DNN training

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

ParameterServer

Scaling Distributed Machine Learning with the Parameter Server

baidu-allreduce

SJTU_CS239_Data_Visualization

HowToCook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).

Standard_Coding_Style

PD-Runner

A VM launcher for Parallels Desktop

progress

Easy to use progress bars for Python

AzurePublicDataset

Microsoft Azure Traces

cvxopt

CVXOPT -- Python Software for Convex Optimization

onnx2pytorch

Transform ONNX model to PyTorch representation

gavel

Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020

cvxpy

A Python-embedded modeling language for convex optimization problems.

Oh_My_TensorRT_ToolKit

A wrapped toolkit for GPU performance test using various NN models based on TensorRT official source code.

TensorRT

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.