Forward Compatible Training (FCT)

This repository is a PyTorch implementation of Forward Compatible Training for Large-Scale Embedding Retrieval Systems and can be used to reproduce the results in the paper.

• Base on Apple-ml-FCT Changes to the warehouse.

Original ownership of the code belongs to 2022 Apple Inc.
Distributed and modified under Apple's open source license.

Simple Use:

• Updata packag/ install

  #l use PyTorch version :1.12.0
  $ pip install torch torchvision
  $ pip install tqdm

• Download data

  python get_dataset.py

• Start train ResNet old & new model

  python main_New.py # train new model
  python main_Old.py # train old model

• Start train Transformations model:

  python transformations/main.py

GPU