dmudiger

1-billion-word-language-modeling-benchmark

Formerly known as code.google.com/p/1-billion-word-language-modeling-benchmark

bigBatch

Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training of neural networks"

caffe

Caffe: a fast open framework for deep learning.

caffe-lstm

LSTM implementation on Caffe

DeepBench

dlrm

An implementation of a deep learning recommendation model (DLRM)

FlexFlow

A distributed deep learning framework that supports flexible parallelization strategies.

gemm_bench

Benchmark small GEMMs

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

RecSysPT_kdd20

Building Recommender Systems with PyTorch - KDD 2020 Tutorial

dmudiger/FlexFlow

A distributed deep learning framework that supports flexible parallelization strategies.

dmudiger/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

dmudiger/RecSysPT_kdd20

Building Recommender Systems with PyTorch - KDD 2020 Tutorial

dmudiger/1-billion-word-language-modeling-benchmark

Formerly known as code.google.com/p/1-billion-word-language-modeling-benchmark

dmudiger/bigBatch

Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training of neural networks"

dmudiger/caffe

Caffe: a fast open framework for deep learning.

dmudiger/caffe-lstm

LSTM implementation on Caffe

dmudiger/DeepBench

dmudiger/dlrm

An implementation of a deep learning recommendation model (DLRM)

dmudiger/gemm_bench

Benchmark small GEMMs

dmudiger/HugeCTR

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

dmudiger/libxsmm

Library targeting Intel Architecture for small, dense or sparse matrix multiplications, and small convolutions.

dmudiger/MULTIF

dmudiger/neon

Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

dmudiger/tbb_test

dmudiger/TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

dmudiger/Ternary-networks-with-Fine-grain-Quantization

dmudiger/Theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

dmudiger/torchgpipe

A GPipe implementation in PyTorch

dmudiger/training

Reference implementations of training benchmarks

dmudiger/vimrc

The ultimate Vim configuration: vimrc

dmudiger/workshops

This is a repository for all workshop related materials.