Skip to content

Instantly share code, notes, and snippets.

@pfulop

pfulop/tb_boilerplate.py

Created November 25, 2017 13:42
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save pfulop/70a521871b61c345256eb744a42f80a7 to your computer and use it in GitHub Desktop.
Save pfulop/70a521871b61c345256eb744a42f80a7 to your computer and use it in GitHub Desktop.
Download ZIP
Raw
tb_boilerplate.py
embeddings = tf.get_variable('embedding', initializer = tf.constant(vectors))
indexes = tf.get_variable('index', initializer = tf.constant(indexes))
metadata_file = '/run/media/backman/yay/ui_embs/metadata.tsv'
config = tf.contrib.tensorboard.plugins.projector.ProjectorConfig()
emb_proj = config.embeddings.add()
emb_proj.tensor_name = 'embedding'
emb_proj.sprite.image_path = 'spritesheet.png'
emb_proj.sprite.single_image_dim.extend([64,64])
emb_proj.metadata_path = metadata_file
summary_writer = tf.summary.FileWriter('/run/media/backman/yay/ui_embs/')
tf.contrib.tensorboard.plugins.projector.visualize_embeddings(summary_writer, config)
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment