PYTORCH GAN

Usage

• to run training cli.py

  • optional arguments:
  • -h, --help show this help message and exit
  • --lr LR learning rate, deafault 2e-4
  • --epochs EPOCHS training epochs, default 100
  • --batchsz BATCHSZ batch size, default 64
  • --imagesz IMAGESZ image size, default 64
  • --imagech IMAGECH image channel, default 3
  • --datafl DATAFL data folder, default 'data/raw'
  • --noisedim NOISEDIM input noise dimension, default 128
  • --disfea DISFEA discriminator features, default 64
  • --genfea GENFEA generator features, default 64
  • --log logs, type_action: default true

• to generate fake samples: ...

Report

After epochs: 20 and with batch-size: 64

• Loss Discriminator

• Loss Generator

• Fake

• Real