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7kbird/fastai

By 7kbird

•Updated almost 9 years ago

Docker for fast.ai beginner. Based on `tensorflow/tensorflow` with more python installed.

Image
0

956

7kbird/fastai repository overview

⁠docker-fastai

Docker for fast.ai beginner. Based on tensorflow/tensorflow gpu version with more python installed.

Note: Only support GPU version of tensorflow, theano, pytorch, keras with Python 3

Current Versions:

  • Python: 3.5
  • tensorflow-gpu: 1.4.0
  • theano: 1.0.1
  • pytorch: 0.3.0.post4
  • keras: 2.0.9
  • numpy: 1.13.3
  • scipy: 1.0.0
  • scikit-learn: 0.19.1

⁠Example:

⁠Notebook only
sudo nvidia-docker run --rm --name tf-notebook -p 8888:8888 -p 6006:6006 -v /home/paperspace/workspace:/notebooks/workspace 7kbird/fastai:latest jupyter notebook --allow-root
⁠Notebook with tensorboard
shell_file="/home/paperspace/workspace/docker_start.sh"
log_dir = ""
echo "#!/bin/bash" > $shell_file
echo "{ jupyter notebook --allow-root --debug 2>&1 & tensorboard --logdir=/notebooks/workspace/tf_log 2>&1 ; }" >> $shell_file
sudo nvidia-docker run --rm --name notebook -p 8888:8888 -p 6006:6006 -v /home/paperspace/workspace:/notebooks/workspace 7kbird/fastai:latest sh /notebooks/workspace/docker_start.sh

Tag summary

Content type

Image

Digest

Size

2.2 GB

Last updated

almost 9 years ago

docker pull 7kbird/fastai