Basic MNIST Example with Ignite

ported from pytorch-examples

python mnist.py

Logging with TensorboardX

MNIST example with training and validation monitoring using TensorboardX and Tensorboard.

Requirements:

• TensorboardX: pip install tensorboardX
• Tensorboard: pip install tensorflow (or just install tensorboard without the rest of tensorflow)

Usage:

Run the example:

python mnist_with_tensorboardx.py --log_dir=/tmp/tensorboard_logs

Start tensorboard:

tensorboard --logdir=/tmp/tensorboard_logs/

Logging with Visdom

MNIST example with training and validation monitoring using Visdom

Requirements:

• Visdom: pip install visdom

Usage:

Start visdom:

python -m visdom.server

Run the example:

python mnist_with_visdom.py