Skip to content
Branch: master
Find file History
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
..
Failed to load latest commit information.
g3doc
graph_transformations
python
runtime
tensorflow_graph_matching
tflite
BUILD
README.md
allocate_transient_arrays.cc
allocate_transient_arrays.h
args.cc
args.h
dump_graphviz.cc
dump_graphviz.h
export_tensorflow.cc
export_tensorflow.h
format_port.h
import_tensorflow.cc
import_tensorflow.h
import_tensorflow_test.cc
model.h
model_cmdline_flags.cc
model_cmdline_flags.h
model_cmdline_flags_test.cc
model_flags.proto
tensorflow_util.cc
tensorflow_util.h
toco.cc
toco_cmdline_flags.cc
toco_cmdline_flags.h
toco_convert.cc
toco_convert.h
toco_convert_test.cc
toco_flags.proto
toco_graphviz_dump_options.cc
toco_graphviz_dump_options.h
toco_port.cc
toco_port.h
toco_port_test.cc
toco_tooling.cc
toco_tooling.h
toco_types.h
tooling_util.cc
tooling_util.h
tooling_util_test.cc
types.proto

README.md

TensorFlow Lite Converter

The TensorFlow Lite Converter converts TensorFlow graphs into TensorFlow Lite graphs. There are additional usages that are also detailed in the usage documentation.

Usage documentation

Usage information is given in these documents:

Where the converter fits in the TensorFlow landscape

Once an application developer has a trained TensorFlow model, the TensorFlow Lite Converter will accept that model and generate a TensorFlow Lite FlatBuffer file. The converter currently supports SavedModels, frozen graphs (models generated via freeze_graph.py), and tf.Keras model files. The TensorFlow Lite FlatBuffer file can be shipped to client devices, generally mobile devices, where the TensorFlow Lite interpreter handles them on-device. This flow is represented in the diagram below.

drawing

You can’t perform that action at this time.