jiecaoyu

XNOR-Net-PyTorch

PyTorch Implementation of XNOR-Net

pytorch_imagenet

PyTorch implementation of AlexNet

pytorch-nin-cifar10

pytorch implementation of network-in-network model on cifar10

reading_list

scalpel-1

This is a PyTorch implementation of the Scalpel. Node pruning for five benchmark networks and SIMD-aware weight pruning for LeNet-300-100 and LeNet-5 is included.

intel_mm_mv

CPU computation libraries used in Scalpel (http://www-personal.umich.edu/~jiecaoyu/papers/jiecaoyu-isca17.pdf).

NNPACK

Acceleration package for neural networks on multi-core CPUs

caffe_cccp

Adding cccp layer to caffe for using of openblas

examples

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

lowp_microcontroller

winograd

audioCaffeInitial

developments on audio applications of the Caffe framework

caffe

Caffe: a fast open framework for deep learning.

caffe-speech-recognition

Speech Recognition with the Caffe deep learning framework

DSN

Deeply-supervised Nets

FBGEMM

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

glow

Compiler for Neural Network hardware accelerators

homebrew-dupes

:two_women_holding_hands: System duplicate formulae for the Homebrew package manager

jiecaoyu.github.io

personal website

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more

pthreadpool

pthread-based thread pool for C/C++

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration