mnist_ex

A simple project on the MNIST dataset using deeplearning

the networks supported

1. DNN
2. Lenet
3. Vggnet
4. Resnet

Getting start

To train the model, please first make sure you have create two folders called datasets and checkpoints. Maybe using the following command in jupyter:

!mkdir checkpoints datasets

Installation

The following packages are necessary:

• pytorch
• torchvision
• TensorboardX

If you want to run this project with you GPU(s), cudatoolkit is also needed.

Train your models

you can first run the example script in jupyter:

!python train.py --model lenet --lr 0.0001 --epoch 20

To know more about this script using:

!python train.py -h