ACM Organization

https://www.acm.org/

About the ACM Organization

ACM brings together computing educators, researchers, and professionals to inspire dialogue, share resources, and address the field’s challenges. As the world’s largest computing society, ACM strengthens the profession’s collective voice through strong leadership, promotion of the highest standards, and recognition of technical excellence. ACM supports the professional growth of its members by providing opportunities for life‐long learning, career development, and professional networking.

Founded at the dawn of the computer age, ACM’s reach extends to every part of the globe, with more than half of its nearly 100,000 members residing outside the U.S.  Its growing membership has led to Councils in Europe, India, and China, fostering networking opportunities that strengthen ties within and across countries and technical communities.  Their actions enhance ACM’s ability to raise awareness of computing’s important technical, educational, and social issues around the world. 

Aim

Especially for researchers who run lots of experiments

Only two functions to integrate

Search and load 100s of experiment metrics on Explore

Group and aggregate metrics by any param

Split metric dashboards by any param

High level comparison on Parallel Coordinates Dashboard

Holistic experiments dashboard

https://aimstack.io/#learn

MNN (ML Framework)

MNN is a highly efficient and lightweight deep learning framework. It supports inference and training of deep learning models, and has industry leading performance for inference and training on-device. At present, MNN has been integrated in more than 20 apps of Alibaba Inc, such as Taobao, Tmall, Youku, Dingtalk, Xianyu and etc., covering more than 70 usage scenarios such as live broadcast, short video capture, search recommendation, product searching by image, interactive marketing, equity distribution, security risk control. In addition, MNN is also used on embedded devices, such as IoT.

https://github.com/alibaba/MNN

NCNN (ML Framework)

ncnn is a high-performance neural network inference computing framework optimized for mobile platforms. ncnn is deeply considerate about deployment and uses on mobile phones from the beginning of design. ncnn does not have third party dependencies. it is cross-platform, and runs faster than all known open source frameworks on mobile phone cpu. Developers can easily deploy deep learning algorithm models to the mobile platform by using efficient ncnn implementation, create intelligent APPs, and bring the artificial intelligence to your fingertips. ncnn is currently being used in many Tencent applications, such as QQ, Qzone, WeChat, Pitu and so on.

https://github.com/Tencent/ncnn