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README.md

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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_Discriminator

  • Loss Generator

Loss_Generator

  • Fake

Fake_Sample

  • Real

Real_Sample