CNN_AUTOENCODER

Usage

To train a model

$ python run.py --num_epochs=10 --plot

All options

usage: run.py [-h] [--num_epochs NUM_EPOCHS] [--batch_size BATCH_SIZE]
              [--mode MODE] [--plot]

optional arguments:
  -h, --help            show this help message and exit
  --num_epochs NUM_EPOCHS
                        Specify the number of epoches
  --batch_size BATCH_SIZE
                        Specify batch size
  --mode MODE           Specify mode: `train` or `eval`
  --plot                Whether plot the reconstructed images or not

Loss & Reconstruction

After training 8000+ steps ...

• Loss

• Reconstructed MNIST images