add_test

caffe

Caffe: a fast open framework for deep learning.

camp

飞桨护航计划集训营

chip-knn

[FPT'20] CHIP-KNN: Configurable and HIgh-Performance K-Nearest Neighbors Accelerator on Cloud FPGAs

cifar10-hls

cifar10数据集CNN的HLS前向传播

cnn_fpga_zynq_pynq

hls code zynq 7020 pynq z2 CNN

cnn_hls_fpga

使用HLS实现CNN

deeppoint-v2-fpga

The code repository of DGCNN on FPGA: Acceleration of The Point Cloud Classifier Using FPGAs

dgcnn-on-fpga

PLEASE USE THE NEW REPO https://github.com/salehjg/DeepPoint-V2-FPGA . The deprecated in-order-queue-based repository for "DGCNN on FPGA: Acceleration of The Point CloudClassifier Using FPGAs".

docs

Documentations for PaddlePaddle

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastllm

纯c++的全平台llm加速库，支持python调用，chatglm-6B级模型单卡可达10000+token / s，支持glm, llama, moss基座，手机端流畅运行

firstpages

第一个网页部署

gemm_hls

Scalable systolic array-based matrix-matrix multiplication implemented in Vivado HLS for Xilinx FPGAs.

gengnn

gitdemo

gnn-jedinet-fpga

An template for GNN-based JEDI-net using Vivado HLS

hls4ml

Machine learning on FPGAs using HLS

how_to_optimize_in_gpu

This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.

huizhihist

kuiperinfer

带你从零实现一个高性能的深度学习推理库，Implement a high-performance deep learning inference library step by step

lectures

Material for cuda-mode lectures

lenet5_hls

FPGA Accelerator for CNN using Vivado HLS

llm-continuous-batching-benchmarks

mapreducedemo

MapReduce's example

myxv6

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

paddletest

PaddlePaddle TestSuite

particlenet

Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds