TensorBoardX lets you watch Tensors Flow without Tensorflow
Project description
2.6.2.1 (2023-08-20)
Added protobuf’s lower bound version (>=3.20)
2.6.2 (2023-07-30)
Removed version limit for protobuf
2.6.1 (2023-06-18)
Expose use_strict_trace parameter in add_graph (#694)
Upgrade to protobuf 4
Fix git based package versioning
Fix GCS Connection Error #606 (#686)
2.6 (2023-02-12)
Fixed several deprecation warnings
Update dependencies
2.5.1 (2022-06-05)
Enforce protobuf’s version upper bound
2.5 (2022-02-22)
Fix deprecation warnings
Comet integration improvements (#658)
2.4.1 (2021-11-20)
Fix a comet plugin bug if writer is reused. (#639)
2.4 (2021-06-30)
Remove a dependency issue. (#631)
2.3 (2021-06-20)
Support logging to comet.ml simutaneously.
2.2 (2021-04-03)
Support for type hints.
Dropped Python 2 support.
Bug fixes, see the commit log in Github.
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
0.1 (2017-06-13)
First commit. Reference:
https://github.com/TeamHG-Memex/tensorboard_logger https://github.com/dmlc/tensorboard