/tensorflow-playground

Python ML / DL experiments with TensorFlow and Keras

Primary LanguagePython

Python experiments with Machine / Deep Learning on the GPU in TensorFlow and Keras

Requirements

Running Without GPU Support

(on any docker-supported platform)

  • change the Dockerfile to read FROM gcr.io/tensorflow/tensorflow:latest
  • change start.sh to use docker instead of nvidia-docker

Getting Started

  • git clone git@gitlab.com:thearrow/tensorflow-playground.git
  • cd tensorflow-playground
  • ./start.sh

(in container)

  • run script: python test.py
  • run tensorboard: tensorboard --logdir . -> localhost:6006
  • run jupyter: jupyter notebook "$@" -> localhost:8888

Misc

  • monitor CPU usage on host: htop
  • monitor GPU usage on host: nvidia-smi -l 1