PyTorch_with_IPFS

Use IPFS to download training data and upload the model to IPFS, it is useful in blockchain to save the bandwidth in network transfer.

Prerequisite

My Enviroment

• OS: Ubuntu 20.04
• Python: 3.8.11
• IPFS
  • Golang version: go1.14.4
  • go-ipfs version: 0.7.0
  • Repo version: 10

Install IPFS and run up.

Here is two way to install IPFS.

• go-ipfs

• use snap to install ipfs

  sudo snap install ipfs

How to use.

• Run up IPFS server first.

  ipfs daemon
  

  my go-ipfs version: 0.7.0

• Run main project.

  Download training data first.

  python3 train.py
  

Reference

• Dog_vs_Cat Transfer Learning by Pytorch
• Pytorch Cats and Dogs Classification
• PyTorch - 練習kaggle - Dogs vs. Cats - 使用自定義的 CNN model - HackMD
• go-ipfs