pytorch_image_classifier

Udacity project:

Image Classifier using Pytorch

AWS

Launching GPU instance

Community AMI Deep Learning AMI with Conda (Amazon Linux) (ami-895adef3) p2.xlarge 0.90/hour

ssh onto box

  git clone https://github.com/mflood/pytorch_image_classifier
  cd pytorch_image_classifier/flowers
  ./1_download_images.sh && ./2_extract_images.sh

install pytorch and downgrade to match udacity environment

  conda install pytorch torchvision -c pytorch
  pip install pip==9.0.1
  pip install torchvision==0.2.1
  pip install torch==0.4.0
  pip install numpy==1.12.1

to read:

https://docs.aws.amazon.com/dlami/latest/devguide/tutorial-pytorch.html https://pytorch.org/tutorials/beginner/saving_loading_models.html#saving-loading-model-across-devices