tobegit3hub/tfmodel repository overview

⁠tfmodel

⁠Introduction

tfmodel is the command-line tool to inspect TensorFlow models for statically and dynamically metrics.

Read more documentation in https://tfmodel.readthedocs.io⁠.

⁠Installation

Install with pip.

pip install tensorflow-model

Install with docker.

docker run -it -v /:/host tobegit3hub/tfmodel bash

Install from source.

git clone https://github.com/tobegit3hub/tfmodel

cd ./tfmodel

python ./setup.py install

⁠Usage

⁠Validate Model

User can validate the model to check if is the deployable TensorFlow SavedModel.

tfmodel validate ./model

⁠Inspect Model

User can inspect the model to check the signature before deploying.

tfmodel inspect ./model

⁠Benchmark Model

User can run benchmark locally and get the performance report with only model files.

tfmodel benchmark ./model

⁠TensorBoard Model

User can export the TensorBoard event files without re-training the models.

tfmodel tensorboard ./model