Top stories published by AI2 Labs in 2020

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Top Stories published by AI2 Labs in 2020

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2020

January

February

December

Ng Wai Foong in AI2 Labs

Apr 10, 2020

How to Create C/C++ Dynamic-link Libraries in Windows

4 responses

Daniel Tan in AI2 Labs

Jun 16, 2020

Strategies for Reducing Docker Image Size, with Python Flask

Deploy python flask in docker, and reduce…

Hongze in AI2 Labs

Jun 10, 2020

8-bit Quantization On Pytorch

What is Quantization?

Jiasheng Tang in AI2 Labs

May 25, 2020

Attention in GANs

In 2017, the paper “Attention is all you need” shocked the land of NLP (Natural Language Processing). It was shocking not only…

1 response

Hongze in AI2 Labs

Oct 11, 2020

Quantization on Pytorch

Last story we talked about 8-bit quantization on PyTorch. PyTorch provides three approaches to quantize models. The…

Jiasheng Tang in AI2 Labs

Mar 19, 2020

Attempt to understand an all-star auto-color project — Style2Paints (Part 1)

Style2Paints is an…

1 response

Daniel Tan in AI2 Labs

Aug 26, 2020

MLOps: Deploying Aliyun GPU sharing in Kubernetes

Alibaba open sourced their GPU scheduler and device plugin that also exposes the amount of GPU memory in your cluster. This way, you can…

1 response

Daniel Tan in AI2 Labs

Jul 18, 2020

Pragmatic K8s Understanding

Simplifying k8s as a magical tool to simplify deployment for beginners and…

Jiasheng Tang in AI2 Labs

Sep 24, 2020

Practical Artificial Intelligence applications for game development

1 response

Daniel Tan in AI2 Labs

Nov 28, 2020

Lessons Learnt From Shipping An AI Application

We finally launched a limited public beta for our…

2019

2021

These were the top 10 stories published by AI2 Labs in 2020. You can also dive into monthly archives for 2020 by using the calendar at the top of this page.

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AI2 Labs

Everyone talks about it but not many actually realize that the development and deployment of AI is really hard work! We would like to share all the little things that we do as we explore the uncharted waters of real world AI.

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