Giter VIP home page Giter VIP logo

benchmarks's Introduction

Benchmarks

This repository contains representative benchmark used in Deep Learning field. LSTM-Sentiment Analysis: The LSTM model is used to perform sentiment analysis on movie reviews from the Large Movie Review Dataset, sometimes known as the IMDB dataset.

Refer to "LSTM-Sentiment_Analysis/run.sh" for running the workload.

DBN-Kyoto: A drug discovery workload using DBN model developed by Kyoto University. This algorithm is used to predict if the chemical structure of a compound can interact with the protein sequence. Deep learning neural network can resolve the bottleneck of exponential increase in the calculation time and memory consumption encountered in SVM algorithm.

Refer to "DBN-Kyoto/run.sh" for running the workload.

AlexNet-CPU: AlexNet was the first work that popularized Convolutional Networks in Computer. Please refer to https://github.com/uoguelph-mlrg/theano_alexnet for the original alexnet for theano. Since the original version only supports GPU, we update the codes to support CPU, and so called AlexNet-CPU.

Refer to "Alexnet_CPU/run.sh" for running the workload.

benchmarks's People

Contributors

ciyongch avatar jinhou avatar

Watchers

James Cloos avatar PCS-Xiaotian avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.