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TensorBoardX lets you watch Tensors Flow without Tensorflow

Project description

2.1 (2020-07-05)

  • Global SummaryWriter that mimics python’s default logger class, concurrent write is supported.
  • 200x speed up for add_audio. Please install the soundfile package for this feature.
  • Supports jax tensors.
  • The add_graph function is delegated to the one in torch.utils.tensorboard.
  • Bug fixes, see the commit log in Github.

2.0 (2019-12-31)

  • Now you can tag Hparams trials with custom name instead of the default epoch time
  • Fixed a bug that add_hparams are rendered incorrectly with non-string values
  • Supports logging to Amazon S3 or Google Cloud Storage
  • Bug fixes and error message for add_embedding function
  • Draw openvino format with add_openvino_graph

1.9 (2019-10-04)

  • Use new JIT backend for pytorch. This works better with pytorch 1.2 and 1.3
  • Supports hparams plugin
  • add_embedding now supports numpy array input

1.8 (2019-07-05)

  • Draw label text on image with bounding box provided.
  • crc32c speed up (optional by installing crc32c manually)
  • Rewrite add_graph. onnx backend is replaced by JIT to support more advanced structure.
  • Now you can add_mesh() to visualize colorful point cloud or meshes.

1.7 (2019-05-19)

  • Able to write to S3
  • Fixed raw histogram issue that nothing is shown in TensorBoard
  • Users can use various image/video dimension permutation by passing ‘dataformats’ parameter.
  • You can bybass the writer by passing write_to_disk=True to SummaryWriter

1.6 (2019-01-02)

  • Many graph related bug is fixed in this version.
  • New function: add_images(). This function accepts 4D iamge tensor. See documentation.
  • Make add_image_with_boxes() usable.
  • API change: add_video now accepts BxTxCxHxW instead of BxCxTxHxW tensor.

1.5 (2018-12-10)

  • Add API for Custom scalar
  • Add support for logging directly to S3
  • Add support for Caffe2 graph
  • Pytorch 1.0.0 JIT graph support (alpha-release)

1.4 (2018-08-09)

  • Made add_text compatible with tensorboard>1.6
  • Fix the issue of strange histogram if default binning method is used
  • Supports passing matplotlib figures to add_image()
  • Resolve namespace confliction with TF tensorboard
  • add_image_boxes function
  • Supports custom timestamp for event

1.2 (2018-04-21)

  • Supports tensorshape information in graph visualization. Drop support for 0.3.1
  • Adds add_video function

1.1 (2018-02-21)

  • Supports pytorch 0.3.1 (hacky)

1.0 (2018-01-18)

  • Supports graph (the pretty one)

0.9 (2017-11-11)

  • Supports markdown for add_text function
  • It’s ready to log precision recall curve (needs tensorboard>=0.4)
  • Adds context manager for the SummaryWriter class

0.8 (2017-09-25)

  • Package name renamed to tensorboardX to fix namespace confliction with tensorflow’s tensorboard
  • Supports multi-scalars and JSON export
  • Multiple Embeddings in One Experiment
  • Supports Chainer and mxnet

0.7 (2017-08-22)

  • remove tensorflow dependency for embedding function
  • fixed incorrect image<->label pairing in embedding function (#12)
  • unifies API call and adds docstring. Documentation is available at: http://tensorboard-pytorch.readthedocs.io/

0.6.5 (2017-07-30)

  • add travis test (py2.7, py3.6)
  • add support for python2 (in PyPI)

0.6 (2017-07-18)

  • supports embedding

0.5 (2017-07-18)

  • supports graph summary
  • fixed np.histogram issue

0.4 (2017-07-12)

  • supports text summary

0.3 (2017-07-03)

  • supports audio summary

0.2 (2017-06-24)

  • simplifies add_image API
  • speed up add_histogram API by 35x

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