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A. Unique TensorFlower 034633f23b PY2 removal cleanup 
PiperOrigin-RevId: 352106691
Change-Id: I382d53c64f0d29da430b8cb6d2395a2cb281509e
2021-01-15 16:48:57 -08:00
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g3doc
graph_transformations resolutions 2020-07-27 00:08:05 +00:00
logging PY2 removal cleanup 2021-01-15 16:48:57 -08:00
python PY2 removal cleanup 2021-01-15 16:48:57 -08:00
runtime
tensorflow_graph_matching Optimize calls to std::string::find() and friends for a single char. 2020-12-17 18:11:13 -08:00
tflite Add uint64 tensor support in TFLite 2020-11-17 14:01:21 -08:00
allocate_transient_arrays.cc Qualify uses of std::string 2020-06-17 09:54:59 -07:00
allocate_transient_arrays.h Migrate TensorFlow Lite out of tensorflow/contrib 2018-10-31 14:20:28 -07:00
args.cc Migrating deprecated aliases for absl::StrSplit, and the corresponding predicates 2020-06-22 10:28:15 -07:00
args.h Qualify uses of std::string 2020-06-17 09:54:59 -07:00
BUILD Internal naming change 2020-10-23 09:50:59 -07:00
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export_tensorflow.cc Qualify uses of std::string 2020-06-17 09:54:59 -07:00
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model_cmdline_flags.cc Merge pull request #40741 from tg-at-google:sign-compare-warning-fixes-batch-1-fix2 2020-06-26 11:35:48 -07:00
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model_flags.proto Propagate unknown rank of tensor shape information to MLIR 2020-11-17 00:38:39 -08:00
model.h Rollback of BroadcastTo op additions (part 3) 2020-07-23 16:38:48 -07:00
README.md
tensorflow_util.cc Qualify uses of std::string 2020-06-17 09:54:59 -07:00
tensorflow_util.h Qualify uses of std::string 2020-06-17 09:54:59 -07:00
toco_cmdline_flags_test.cc Qualify uses of std::string 2020-06-17 09:54:59 -07:00
toco_cmdline_flags.cc Merge branch 'master' into sign-compare-warning-fixes-batch-1-fix2 2020-06-24 15:08:13 -04:00
toco_cmdline_flags.h Qualify uses of std::string 2020-06-17 09:54:59 -07:00
toco_convert_test.cc Qualify uses of std::string 2020-06-17 09:54:59 -07:00
toco_convert.cc Qualify uses of std::string 2020-06-17 09:54:59 -07:00
toco_convert.h Qualify uses of std::string 2020-06-17 09:54:59 -07:00
toco_flags.proto Add flag to add ops to flex delegate allowlist 2020-11-24 00:13:02 -08:00
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toco_graphviz_dump_options.h
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toco_port.cc Internal naming change 2020-10-23 09:50:59 -07:00
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toco.cc Qualify uses of std::string 2020-06-17 09:54:59 -07:00
tooling_util_test.cc
tooling_util.cc Optimize calls to std::string::find() and friends for a single char. 2020-12-17 18:11:13 -08:00
tooling_util.h Qualify uses of std::string 2020-06-17 09:54:59 -07:00
types.proto Add uint64 tensor support in TFLite 2020-11-17 14:01:21 -08:00

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