MXNet Gluon in 60-minutes
Gluon is an imperative API for MXNet that’s flexible and easy-to-use, and with our new 60-Minute Crash Course you…
Apache MXNet
Apache MXNet (incubating) is a deep learning framework designed for both efficiency and flexibility. It allows you to mix symbolic and imperative programming to maximize efficiency and productivity.
Start fitting CV models like Scikit-learn with GluonCV 0.10
Start fitting CV models like Scikit-learn with GluonCV 0.10
For a very long period of time, GluonCV has been focusing on providing diverse models targeting various computer vision tasks, from…
Optimizing inference on CPU in MXNet 2.0
Optimizing inference on CPU in MXNet 2.0
Authors: Adam Grygielski, Bartłomiej Gawrych, Sylwester Fraczek
Using MXNet NDArray for fast GPU algebra on images
Using MXNet NDArray for fast GPU algebra on images
By Philippe Saadé and Olivier Cruchant
Which one is the best algorithm for video action recognition?
Which one is the best algorithm for video action recognition?
Author: Yi Zhu, Applied Scientist at Amazon
Using Optuna to Optimize Gluon Hyperparameters
Using Optuna to Optimize Gluon Hyperparameters
Tuning MXNet hyperparameters using Optuna
Tallying votes in a meeting using pose detection: A case study with Nexity and GluonCV
Tallying votes in a meeting using pose detection: A case study with Nexity and GluonCV
Usage of AWS Services with GluonCV to handle customer needs integrated in an app
Analyze Driving Scenes with GluonCV 0.8
Analyze Driving Scenes with GluonCV 0.8
Author: Yi Zhu, Applied Scientist at Amazon
Streaming Inference Pipeline — Deploying MXNet model on AWS Lambda
Streaming Inference Pipeline — Deploying MXNet model on AWS Lambda
Written by: Wei Chu
Speed up your BERT inference by 3x on CPUs using Apache TVM
Speed up your BERT inference by 3x on CPUs using Apache TVM
Introduction
GluonCV 0.7: ResNeSt, Next Generation Backbone
GluonCV 0.7: ResNeSt, Next Generation Backbone
Since the introduction of AlexNet, neural networks trained for image classification have been a kind of backbone versatile for addressing…
From Three Hours to 25 Minutes: Our Journey of Optimizing Mask R-CNN Training Time Using Apache…
From Three Hours to 25 Minutes: Our Journey of Optimizing Mask R-CNN Training Time Using Apache…
Written by: Karan Jariwala, Jerry Zhang, Lin Yuan @ Amazon and Przemek Tredak @ NVIDIA
How WIRIS Delivers Deep Learning Solutions Using MXNet
How WIRIS Delivers Deep Learning Solutions Using MXNet
Our objective: Building reliable and cross-platform solutions
Apache MXNet 1.6.0 release is now available
Apache MXNet 1.6.0 release is now available
Author: Omar Orqueda
Editors: Lin Yuan, Przemek Tredak, Vishaal Kapoor, Nathalie Rauschmayr
GluonCV 0.6: Embrace Video Understanding
GluonCV 0.6: Embrace Video Understanding
Author: Yi Zhu, Applied Scientist at Amazon
Using MXNet to Detect Fire
Using MXNet to Detect Fire
Alchera Inc. has been developing a visual anomaly detection technology, AIIR, to detect fire in real time.
Faster, Cheaper, Leaner: improving real-time ML inference using Apache MXNet
Faster, Cheaper, Leaner: improving real-time ML inference using Apache MXNet
Machine learning models are data transformations learned over empirical examples. While a lot of research and tooling is now available…
Intel MLSL Makes Distributed Training with MXNet Faster
Intel MLSL Makes Distributed Training with MXNet Faster
Written by Lin Yuan @Amazon; Wuxun Zhang, Smorkalov Mikhail, Guokai Ma, Patric Zhao, Jason Ye @Intel
A New NumPy Interface for Apache MXNet (Incubating)
A New NumPy Interface for Apache MXNet (Incubating)
Authors: Soji Adeshina, Vishaal Kapoor
Simplify mixed precision training with MXNet-AMP
Simplify mixed precision training with MXNet-AMP
Written by: Przemek Tredak, Serge Panev, Dick Carter @ NVIDIA and Pedro Larroy, Thom Lane @ Amazon
Optimization for BERT Inference Performance on CPU
Optimization for BERT Inference Performance on CPU
Author: Shufan Wu, Tao Lv, Pengxin Yuan, Patric Zhao, Jason Ye
Apache MXNet 1.5.0 release is now available
Apache MXNet 1.5.0 release is now available
Authors: Lai Wei
Editor: Sergey Sokolov, Thom Lane, Vishaal Kapoor
GluonNLP v0.7.1 — BERT Reloaded
GluonNLP v0.7.1 — BERT Reloaded
GluonNLP has just been upgraded for the better. The highlighted main changes include: an updated BERT trained on a larger corpus, more…
