view¶
View a model’s graph in an interactive visualizer.
Additional Documentation¶
Usage¶
Usage: mltk view [OPTIONS] <model>
View an interactive graph of the given model in a webbrowser
This is based on the utility: https://netron.app
For more details see:
https://siliconlabs.github.io/mltk/docs/guides/model_visualizer
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Examples
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# View pre-trained Keras model
mltk view image_example1
# View pre-trained tflite model
mltk view image_example1 --tflite
# View provided .tflite model file
mltk view ~/workspace/my_model.tflite
# Generate the .tflite then view it
# MLTK model image_example1 need not be trained first
mltk view image_example1 --tflite --build
Arguments
* model <model> One of the following:
- Path to .tflite model file
- Path to .h5 model file
- Name of MLTK model
- Path to model's archive (.mltk.zip)
- Path to MLTK model's python script
[default: None]
[required]
Options
--tflite View the .tflite model file in the MLTK model's
archive, or if the --build option is given,
generate .tflite file before viewing
--build -b Build the model rather than loading from a
pre-trained file in the MLTK model archive
--host -h <host> Local interface to start HTTP server
[default: None]
--port -p <port> Listen port of HTTP server used to view graph
[default: 8080]
--verbose -v Enable verbose console logs
--help Show this message and exit.