testtkxxd / cortex_silencer

A demonstration to show Cortex structure. A python toy.

Cortex_Silencer

This is a demonstration to show Cortex project structure. It is a small but working prototype to show:

How to generate blocks;

How to call AI computational heavy functions within smart contracts;

How the CVM was abstracted placed in the framework;

How the DAIApps would be developed.

The repository will be continuously updated along with the formal version of the development.

Environment

Hardware

• CPU: E5-2683 v3
• GPU: 8x1080Ti
• RAM: 64 GB
• Disk: SSD 60 EVO 250 GB

Software

• MXNet
• OpenCV 3.1

Others

• Dataset: ImageNet Dataset (winter 2011 release) [http://image-net.org/imagenet_data/urls/imagenet_winter11_urls.tgz]
• Models [http://mxnet.incubator.apache.org/model_zoo/index.html]:
  • CaffeNet
  • Network in Network
  • SqueezeNet
  • VGG16
  • VGG19
  • Inception v3 / BatchNorm
  • ResNet-152
  • ResNet101-64x4d

How to run

• python Node.py

Testing machine