lxm0503 / phase_retrieval_algorithms

Pytorch implementation for Error Reduction algorithm and Hybrid input-output algorithm.

phase_retrieval_algorithms

Pytorch implementation of phase retrieval algorithms. Currently, Error reduction & Hybrid input-output algorithms are implemented.

Requirements

• pytorch
• torchvision
• numpy
• PIL
• tqdm

Usage

Required argument

--algorithm         ER or HIO

--num_iterations    Number of iterations for each algorithm.

--num_repeats       Number of repeats for each sample.

--data_root         Data directory

--batch_size        Size of mini-batch

--gpu               Index for gpu device.