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lucaswu's Projects

cjson icon cjson

Ultralightweight JSON parser in ANSI C

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convolution_kernel icon convolution_kernel

Accelerating CNN's convolution operation on GPUs by using memory-efficient data access patterns.

dnnlibrary icon dnnlibrary

Daquexian's NNAPI Library. Run neural network using the new NNAPI on Android !

easyquant icon easyquant

EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.

ffmpeg4android icon ffmpeg4android

音视频学习实践,从移植ffmpeg库到android平台,混合编译x264库以及fdk-aac库,到相机音频采集编码推流到RTMP服务器的学习记录

halide icon halide

a language for fast, portable data-parallel computation

horovod icon horovod

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

how_to_optimize_in_gpu icon 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.

inifile icon inifile

C++ 实现的 INI 文件读写类。

kubernetes-gpu-guide icon kubernetes-gpu-guide

This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.

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