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autotiering

Exploring the Design Space of Page Management for Multi-Tiered Memory Systems (USENIX ATC'21)

bcl

The Berkeley Container Library

cpu-free-model

https://dl.acm.org/doi/10.1145/3577193.3593713

deeplearningexamples

Deep Learning Examples

deepspeedexamples

Example models using DeepSpeed

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

devc-17

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

fpganic

FpgaNIC is an FPGA-based Versatile 100Gb SmartNIC for GPUs

heterocl

HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing

heterogeneity-aware-lowering-and-optimization

heterogeneity-aware-lowering-and-optimization

jittor

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

malloc

implementation of malloc with mmap()

megengine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的数值计算框架

mgg_osdi23

MGG-Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Multi-GPU Platforms.

mindspore

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

mtcnn

基于caffe的mtcnn训练实现，可以训练一个自己的有效的目标检测算法，非常容易非常简单，并且有配套的纯c++版本的mtcnn-light

multi-clock

Sources for the Multi-Clock system as described in the paper: MULTI-CLOCK: Dynamic Tiering for Hybrid Memory Systems, HPCA 2022.

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

ngraph

nGraph - open source C++ library, compiler and runtime for Deep Learning

pynetbuilder

pyNetBuilder is a modular pytonic interface with builtin modules for generating popular caffe prototxt network file definitions.

pytorch-classification

Classification with PyTorch.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

samples

sdaccel_examples

SDAccel Examples

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

tensorflow

An Open Source Machine Learning Framework for Everyone

tf2

An Open Source Deep Learning Inference Engine Based on FPGA

tiny-dsod

Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usage

tpu

Reference models and tools for Cloud TPUs.