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Split_DNN

After dividing the VGG16 model by each layer, interence is performed separately on the edge server and client.

  • edge_server_main.py: code for inference on an edge server
  • client_vgg_main.py: code for inference on an edge device
  • communication.py: code for communication between the edge server and the edge device
  • Golden_Retriever_Hund_Dog.jpg: one image file to perform inference on
  • imagenet_class_index.json: the indexes of imagenet
  • models/vgg16.py: pretrained VGG16 model

=How to run=

  • Write the IP address of the edge server in the clientCommunication() function in the client_vgg_main.py.
  • The default IP address is the local address.
  • python3 edge_server_main.py
  • python3 client_vgg_main.py

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