https://github.com/shogun-toolbox/tflogger

TensorFlow event logger
https://github.com/shogun-toolbox/tflogger

machine-learning-visualization tensorboard tensorboard-logger

Last synced: about 2 months ago
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TensorFlow event logger

• Host: GitHub
• URL: https://github.com/shogun-toolbox/tflogger
• Owner: shogun-toolbox
• License: apache-2.0
• Created: 2017-06-28T15:59:52.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2020-02-29T14:39:43.000Z (almost 5 years ago)
• Last Synced: 2024-09-14T15:22:14.795Z (3 months ago)
• Topics: machine-learning-visualization, tensorboard, tensorboard-logger
• Language: C++
• Size: 50.8 KB
• Stars: 6
• Watchers: 8
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# TFLogger

This is a simple library that has been carved out of [TensorFlow](https://www.tensorflow.org/)'s codebase for being able to generate the required output format for [TensorBoard](https://www.tensorflow.org/get_started/summaries_and_tensorboard).

![](https://github.com/shogun-toolbox/tflogger/workflows/C/C++%20CI/badge.svg)

[![PyPi version](https://badge.fury.io/py/tflogger.svg)](https://badge.fury.io/py/tflogger)

## Building

In order to build from source the following packages are required:

  - cmake

  - protobuf

To build the library simply run the following commands:

```

git clone https://github.com/shogun-toolbox/tflogger.git

cd tflogger

mkdir build

cd build

cmake ..

make

```

### Testing

In order to enable the unit tests add the `-DBUILD-TESTS=ON` cmake option to the cmake command. This will automatically create a target for building the unit tests and adds it to the ctest targets.

In other words to run the unit tests:

```

cmake -DBUILD-TESTS=ON [other cmake flags] ..

make

ctest

```

### Python interface

Currently only the python wrapper is available, but further targets could be specified using SWIG.

For building the python wrapper you need to add the `-DINTERFACE_PYTHON=ON` cmake flag to the cmake command:

```

cmake -DINTERFACE_PYTHON=ON ..

```

## Using

Examples of how to use the library are available under [example](examples) directory.