From 6388a81ab7fa1fd9c06901f8bf5afa671cf9c262 Mon Sep 17 00:00:00 2001 From: Dan Riedler Date: Thu, 24 Jun 2021 23:38:24 -0700 Subject: [PATCH] more updates for pip package --- .gitignore | 3 +- README.md | 69 ++++++++++-------- tensorflow/lite/micro/python/__init__.py | 4 - .../lite/micro/python/image_transform.py | 4 +- tensorflow/lite/micro/python/interpreter.py | 4 +- .../python/interpreter_wrapper/CMakeLists.txt | 10 +-- .../interpreter_wrapper.cc | 38 +++++----- .../interpreter_wrapper/interpreter_wrapper.h | 16 ++-- .../interpreter_wrapper_pybind11.cc | 40 +++++----- .../lite/micro/python/runtime_comparison.py | 69 ++++++++++++++++++ .../lite/micro/python/test_data/test.jpg | Bin 0 -> 35969 bytes .../lite/micro/python/test_data/test_gen.jpg | Bin 0 -> 4619 bytes .../micro/python/test_data/test_gen_stand.jpg | Bin 0 -> 4798 bytes .../micro/python/test_data/vww_96_int8.tflite | Bin 0 -> 333288 bytes .../lite/micro/python/test_image_transform.py | 39 ++++++++++ .../lite/micro/python/test_interpreter.py | 2 +- .../rpi0_pip_package/build_pip_package.sh | 6 +- .../build_tflite_micro_wrapper.sh | 2 +- ..._runtime-1.0.0-cp37-cp37m-linux_armv6l.whl | Bin 327547 -> 0 bytes 19 files changed, 208 insertions(+), 98 deletions(-) delete mode 100644 tensorflow/lite/micro/python/__init__.py create mode 100644 tensorflow/lite/micro/python/runtime_comparison.py create mode 100644 tensorflow/lite/micro/python/test_data/test.jpg create mode 100644 tensorflow/lite/micro/python/test_data/test_gen.jpg create mode 100644 tensorflow/lite/micro/python/test_data/test_gen_stand.jpg create mode 100644 tensorflow/lite/micro/python/test_data/vww_96_int8.tflite create mode 100644 tensorflow/lite/micro/python/test_image_transform.py delete mode 100644 tflite_micro_runtime-1.0.0-cp37-cp37m-linux_armv6l.whl diff --git a/.gitignore b/.gitignore index e08c2892e20..e639d07faa2 100644 --- a/.gitignore +++ b/.gitignore @@ -6,4 +6,5 @@ rpi-toolchain.tar.gz /build /.venv -__pycache__ \ No newline at end of file +__pycache__ +*.whl \ No newline at end of file diff --git a/README.md b/README.md index 706712e771f..4da2998b708 100644 --- a/README.md +++ b/README.md @@ -1,45 +1,50 @@ - - * [TensorFlow Lite for Microcontrollers](#tensorflow-lite-for-microcontrollers) - * [Build Status](#build-status) - * [Official Builds](#official-builds) - * [Community Supported Builds](#community-supported-builds) - * [Additional Documentation](#additional-documentation) +tflite_micro_runtime +======================== - +This allows for running TF-Lite models on a RaspberryPi Zero using the Tensorflow-Lite Micro (TFLM) interpreter. - +This provides the Python package:`tflite_micro_runtime` which uses the same API as `tflite_runtime`. +The main difference is `tflite_micro_runtime` uses the Tensorflow-Lite Micro interpreter instead of the +Tensorflow-Lite interpreter. -# TensorFlow Lite for Microcontrollers +Using the Tensorflow-Lite Micro interpeter provides __~8x improvement__ on inference time. -The TFLM code is currently in the process of being refactored out of the -[Tensorflow github -repository](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/micro) -into a standalone repo. This refactoring is currently in the initial stages and -is expected to be completed towards the end of June 2021. -# Contributing -See our [contribution documentation](CONTRIBUTING.md). +More details on the `tflite_runtime` Python package here: +https://www.tensorflow.org/lite/guide/python -# Build Status - * [GitHub Status](https://www.githubstatus.com/) +More details on the Tensorflow-Lite Micro interpreter here: +https://github.com/tensorflow/tflite-micro -## Official Builds +__NOTE:__ This repo is a fork of the `tflite-micro` repo. -Build Type | Status | ------------ | --------------| -CI (Linux) | [![CI](https://github.com/tensorflow/tflite-micro/actions/workflows/ci.yml/badge.svg?event=schedule)](https://github.com/tensorflow/tflite-micro/actions/workflows/ci.yml?query=event%3Aschedule) | -Code Sync | [![Sync from Upstream TF](https://github.com/tensorflow/tflite-micro/actions/workflows/sync.yml/badge.svg)](https://github.com/tensorflow/tflite-micro/actions/workflows/sync.yml) | -## Community Supported Builds -Build Type | Status | ------------ | --------------| -Arduino | [![Arduino](https://github.com/tensorflow/tflite-micro/actions/workflows/arduino.yml/badge.svg)](https://github.com/tensorflow/tflite-micro/actions/workflows/arduino.yml) [![Antmicro](https://github.com/antmicro/tensorflow-arduino-examples/actions/workflows/test_examples.yml/badge.svg)](https://github.com/antmicro/tensorflow-arduino-examples/actions/workflows/test_examples.yml) | -Cortex-M | [![Cortex-M](https://github.com/tensorflow/tflite-micro/actions/workflows/cortex_m.yml/badge.svg)](https://github.com/tensorflow/tflite-micro/actions/workflows/cortex_m.yml) | -Sparkfun Edge | [![Sparkfun Edge](https://github.com/tensorflow/tflite-micro/actions/workflows/sparkfun_edge.yml/badge.svg)](https://github.com/tensorflow/tflite-micro/actions/workflows/sparkfun_edge.yml) | -Xtensa | [![Xtensa](https://github.com/tensorflow/tflite-micro/actions/workflows/xtensa.yml/badge.svg?event=schedule)](https://github.com/tensorflow/tflite-micro/actions/workflows/xtensa.yml?query=event%3Aschedule) [![Xtensa](https://raw.githubusercontent.com/advaitjain/tflite-micro/local-continuous-builds/tensorflow/lite/micro/docs/local_continuous_builds/xtensa-build-status.svg)](https://github.com/advaitjain/tflite-micro/tree/local-continuous-builds/tensorflow/lite/micro/docs/local_continuous_builds/xtensa.md#summary) | +# Install -# Additional Documentation +To install the `tflite_micro_runtime` Python package, run the PIP command on the RPI0: - * [Continuous Integration](docs/continuous_integration.md) +```bash +pip3 install https://github.com/driedler/tflite-micro-rpi0/releases/download/1.0.0/tflite_micro_runtime-1.0.0-cp37-cp37m-linux_armv6l.whl +``` + +# Build + +To build the `tflite_micro_runtime` Python package, run the bash scripts in a Linux environment: + +```bash +# Install Python3.7, numpy, and pybind11 +./tensorflow/lite/micro/tools/rpi0_pip_package/install_python.sh + +# Build tflite_micro_runtime wheel +./tensorflow/lite/micro/tools/rpi0_pip_package/build_pip_package.sh +``` + + +# Runtime Comparison Script + +A runtime comparsion script is available the compares the `tflite_micro_runtime` and `tflite_runtime` +packages at: [./tensorflow/lite/micro/python/runtime_comparison.py](./tensorflow/lite/micro/python/runtime_comparison.py) + +Refer to the comments at the top of the script for more details. \ No newline at end of file diff --git a/tensorflow/lite/micro/python/__init__.py b/tensorflow/lite/micro/python/__init__.py deleted file mode 100644 index e9caa154563..00000000000 --- a/tensorflow/lite/micro/python/__init__.py +++ /dev/null @@ -1,4 +0,0 @@ - -from .interpreter import Interpreter -from .image_transform import ImageTransformer - diff --git a/tensorflow/lite/micro/python/image_transform.py b/tensorflow/lite/micro/python/image_transform.py index a63d36ed69c..0b242532b82 100644 --- a/tensorflow/lite/micro/python/image_transform.py +++ b/tensorflow/lite/micro/python/image_transform.py @@ -3,9 +3,9 @@ try: - from tflite_micro_runtime import _pywrap_tensorflow_interpreter_wrapper as _interpreter_wrapper + from tflite_micro_runtime import _pywrap_tflm_interpreter_wrapper as _interpreter_wrapper except: - import _pywrap_tensorflow_interpreter_wrapper as _interpreter_wrapper + import _pywrap_tflm_interpreter_wrapper as _interpreter_wrapper diff --git a/tensorflow/lite/micro/python/interpreter.py b/tensorflow/lite/micro/python/interpreter.py index 71365c22e18..8fe7374feac 100644 --- a/tensorflow/lite/micro/python/interpreter.py +++ b/tensorflow/lite/micro/python/interpreter.py @@ -26,9 +26,9 @@ # This file is part of tflite_runtime package. try: - from tflite_micro_runtime import _pywrap_tensorflow_interpreter_wrapper as _interpreter_wrapper + from tflite_micro_runtime import _pywrap_tflm_interpreter_wrapper as _interpreter_wrapper except: - import _pywrap_tensorflow_interpreter_wrapper as _interpreter_wrapper + import _pywrap_tflm_interpreter_wrapper as _interpreter_wrapper diff --git a/tensorflow/lite/micro/python/interpreter_wrapper/CMakeLists.txt b/tensorflow/lite/micro/python/interpreter_wrapper/CMakeLists.txt index 593f1adec50..86011db77e2 100644 --- a/tensorflow/lite/micro/python/interpreter_wrapper/CMakeLists.txt +++ b/tensorflow/lite/micro/python/interpreter_wrapper/CMakeLists.txt @@ -16,8 +16,8 @@ message(STATUS "NUMPY_INCLUDE=${NUMPY_INCLUDE}") add_subdirectory(${CMAKE_CURRENT_LIST_DIR}/../../../experimental/image_transform ${CMAKE_CURRENT_BINARY_DIR}/image_transform) -add_library(_pywrap_tensorflow_interpreter_wrapper SHARED EXCLUDE_FROM_ALL) -target_sources(_pywrap_tensorflow_interpreter_wrapper +add_library(_pywrap_tflm_interpreter_wrapper SHARED EXCLUDE_FROM_ALL) +target_sources(_pywrap_tflm_interpreter_wrapper PUBLIC ${CMAKE_CURRENT_LIST_DIR}/interpreter_wrapper.cc ${CMAKE_CURRENT_LIST_DIR}/interpreter_wrapper_pybind11.cc @@ -30,9 +30,9 @@ PUBLIC ) # # To remove "lib" prefix. -set_target_properties(_pywrap_tensorflow_interpreter_wrapper PROPERTIES PREFIX "") +set_target_properties(_pywrap_tflm_interpreter_wrapper PROPERTIES PREFIX "") -target_include_directories(_pywrap_tensorflow_interpreter_wrapper +target_include_directories(_pywrap_tflm_interpreter_wrapper PUBLIC ${TENSORFLOW_SOURCE_DIR} ${PYTHON_INCLUDE} @@ -40,7 +40,7 @@ target_include_directories(_pywrap_tensorflow_interpreter_wrapper ${NUMPY_INCLUDE} ) -target_link_libraries(_pywrap_tensorflow_interpreter_wrapper +target_link_libraries(_pywrap_tflm_interpreter_wrapper PUBLIC tensorflow-lite-micro image_transform diff --git a/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper.cc b/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper.cc index a13576b3b2d..9619d9cd2dc 100644 --- a/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper.cc +++ b/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper.cc @@ -140,7 +140,7 @@ TfLiteStatus GetSizeOfType(TfLiteContext* context, const TfLiteType type, } // namespace -InterpreterWrapper::InterpreterWrapper(std::unique_ptr model, +MicroInterpreterWrapper::MicroInterpreterWrapper(std::unique_ptr model, std::unique_ptr error_reporter, MicroInterpreter *interpreter, AllOpsResolver* resolver, @@ -151,17 +151,17 @@ InterpreterWrapper::InterpreterWrapper(std::unique_ptr model, interpreter_(interpreter), tensor_arena_(tensor_arena) {} -InterpreterWrapper::~InterpreterWrapper() { +MicroInterpreterWrapper::~MicroInterpreterWrapper() { delete interpreter_; } -PyObject* InterpreterWrapper::AllocateTensors() { +PyObject* MicroInterpreterWrapper::AllocateTensors() { TFLITE_PY_ENSURE_VALID_INTERPRETER(); TFLITE_PY_CHECK(interpreter_->AllocateTensors()); Py_RETURN_NONE; } -PyObject* InterpreterWrapper::Invoke() { +PyObject* MicroInterpreterWrapper::Invoke() { TFLITE_PY_ENSURE_VALID_INTERPRETER(); // Release the GIL so that we can run multiple interpreters in parallel @@ -176,7 +176,7 @@ PyObject* InterpreterWrapper::Invoke() { Py_RETURN_NONE; } -PyObject* InterpreterWrapper::InputIndices() const { +PyObject* MicroInterpreterWrapper::InputIndices() const { TFLITE_PY_ENSURE_VALID_INTERPRETER(); PyObject* np_array = PyArrayFromIntVector(interpreter_->inputs().data(), interpreter_->inputs().size()); @@ -184,21 +184,21 @@ PyObject* InterpreterWrapper::InputIndices() const { return PyArray_Return(reinterpret_cast(np_array)); } -PyObject* InterpreterWrapper::OutputIndices() const { +PyObject* MicroInterpreterWrapper::OutputIndices() const { PyObject* np_array = PyArrayFromIntVector(interpreter_->outputs().data(), interpreter_->outputs().size()); return PyArray_Return(reinterpret_cast(np_array)); } -int InterpreterWrapper::NumTensors() const { +int MicroInterpreterWrapper::NumTensors() const { if (!interpreter_) { return 0; } return interpreter_->tensors_size(); } -std::string InterpreterWrapper::TensorName(int i) const { +std::string MicroInterpreterWrapper::TensorName(int i) const { if (!interpreter_ || i >= this->NumTensors() || i < 0) { return ""; } @@ -207,7 +207,7 @@ std::string InterpreterWrapper::TensorName(int i) const { return tensor->name ? tensor->name : ""; } -PyObject* InterpreterWrapper::TensorType(int i) const { +PyObject* MicroInterpreterWrapper::TensorType(int i) const { TFLITE_PY_ENSURE_VALID_INTERPRETER(); TFLITE_PY_TENSOR_BOUNDS_CHECK(i); @@ -225,7 +225,7 @@ PyObject* InterpreterWrapper::TensorType(int i) const { return PyArray_TypeObjectFromType(code); } -PyObject* InterpreterWrapper::TensorSize(int i) const { +PyObject* MicroInterpreterWrapper::TensorSize(int i) const { TFLITE_PY_ENSURE_VALID_INTERPRETER(); TFLITE_PY_TENSOR_BOUNDS_CHECK(i); @@ -240,14 +240,14 @@ PyObject* InterpreterWrapper::TensorSize(int i) const { return PyArray_Return(reinterpret_cast(np_array)); } -PyObject* InterpreterWrapper::TensorQuantization(int i) const { +PyObject* MicroInterpreterWrapper::TensorQuantization(int i) const { TFLITE_PY_ENSURE_VALID_INTERPRETER(); TFLITE_PY_TENSOR_BOUNDS_CHECK(i); const TfLiteTensor* tensor = interpreter_->tensor(i); return PyTupleFromQuantizationParam(tensor->params); } -PyObject* InterpreterWrapper::TensorQuantizationParameters(int i) const { +PyObject* MicroInterpreterWrapper::TensorQuantizationParameters(int i) const { TFLITE_PY_ENSURE_VALID_INTERPRETER(); TFLITE_PY_TENSOR_BOUNDS_CHECK(i); const TfLiteTensor* tensor = interpreter_->tensor(i); @@ -281,7 +281,7 @@ PyObject* InterpreterWrapper::TensorQuantizationParameters(int i) const { return result; } -PyObject* InterpreterWrapper::SetTensor(int i, PyObject* value) { +PyObject* MicroInterpreterWrapper::SetTensor(int i, PyObject* value) { TFLITE_PY_ENSURE_VALID_INTERPRETER(); TFLITE_PY_TENSOR_BOUNDS_CHECK(i); @@ -384,7 +384,7 @@ PyObject* CheckGetTensorArgs(MicroInterpreter* interpreter_, int tensor_index, } // namespace -PyObject* InterpreterWrapper::GetTensor(int i) const { +PyObject* MicroInterpreterWrapper::GetTensor(int i) const { // Sanity check accessor TfLiteTensor* tensor = nullptr; int type_num = 0; @@ -432,7 +432,7 @@ PyObject* InterpreterWrapper::GetTensor(int i) const { } } -PyObject* InterpreterWrapper::tensor(PyObject* base_object, int i) { +PyObject* MicroInterpreterWrapper::tensor(PyObject* base_object, int i) { // Sanity check accessor TfLiteTensor* tensor = nullptr; int type_num = 0; @@ -452,10 +452,10 @@ PyObject* InterpreterWrapper::tensor(PyObject* base_object, int i) { return PyArray_Return(np_array); } -InterpreterWrapper* InterpreterWrapper::CreateWrapperCPPFromFile( +MicroInterpreterWrapper* MicroInterpreterWrapper::CreateWrapperCPPFromFile( const char* model_path, size_t tensor_arena_size, std::string* error_msg) { std::unique_ptr error_reporter(new PythonErrorReporter); - std::unique_ptr model = + std::unique_ptr model = Model::BuildFromFile(model_path, error_reporter.get()); if(tensor_arena_size == 0 || tensor_arena_size > 64*1024*1024) { *error_msg = "Invalid tensor_arena_size"; @@ -479,7 +479,7 @@ InterpreterWrapper* InterpreterWrapper::CreateWrapperCPPFromFile( error_reporter.get() ); - auto wrapper = new InterpreterWrapper( + auto wrapper = new MicroInterpreterWrapper( std::move(model), std::move(error_reporter), interpreter, resolver, tensor_arena); @@ -487,7 +487,7 @@ InterpreterWrapper* InterpreterWrapper::CreateWrapperCPPFromFile( } -PyObject* InterpreterWrapper::ResetVariableTensors() { +PyObject* MicroInterpreterWrapper::ResetVariableTensors() { TFLITE_PY_ENSURE_VALID_INTERPRETER(); TFLITE_PY_CHECK(interpreter_->ResetVariableTensors()); Py_RETURN_NONE; diff --git a/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper.h b/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper.h index 9c16f1f1afc..5d1f2aacc25 100644 --- a/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper.h +++ b/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper.h @@ -41,15 +41,15 @@ namespace interpreter_wrapper { class PythonErrorReporter; -class InterpreterWrapper { +class MicroInterpreterWrapper { public: using Model = FlatBufferModel; // SWIG caller takes ownership of pointer. - static InterpreterWrapper* CreateWrapperCPPFromFile( + static MicroInterpreterWrapper* CreateWrapperCPPFromFile( const char* model_path, size_t tensor_arena_size, std::string* error_msg); - ~InterpreterWrapper(); + ~MicroInterpreterWrapper(); PyObject* AllocateTensors(); PyObject* Invoke(); @@ -80,18 +80,18 @@ class InterpreterWrapper { private: - InterpreterWrapper(std::unique_ptr model, + MicroInterpreterWrapper(std::unique_ptr model, std::unique_ptr error_reporter, MicroInterpreter *interpreter, AllOpsResolver* resolver, uint8_t* tensor_arena); - // InterpreterWrapper is not copyable or assignable. - InterpreterWrapper() = delete; - InterpreterWrapper(const InterpreterWrapper& rhs) = delete; + // MicroInterpreterWrapper is not copyable or assignable. + MicroInterpreterWrapper() = delete; + MicroInterpreterWrapper(const MicroInterpreterWrapper& rhs) = delete; - // The public functions which creates `InterpreterWrapper` should ensure all + // The public functions which creates `MicroInterpreterWrapper` should ensure all // these member variables are initialized successfully. Otherwise it should // report the error and return `nullptr`. MicroInterpreter* interpreter_; diff --git a/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper_pybind11.cc b/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper_pybind11.cc index 1cb1ca36626..8e7eeda70e5 100644 --- a/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper_pybind11.cc +++ b/tensorflow/lite/micro/python/interpreter_wrapper/interpreter_wrapper_pybind11.cc @@ -22,12 +22,12 @@ limitations under the License. #include "tensorflow/lite/micro/python/interpreter_wrapper/pybind11_lib.h" namespace py = pybind11; -using tflite::interpreter_wrapper::InterpreterWrapper; +using tflite::interpreter_wrapper::MicroInterpreterWrapper; -PYBIND11_MODULE(_pywrap_tensorflow_interpreter_wrapper, m) { +PYBIND11_MODULE(_pywrap_tflm_interpreter_wrapper, m) { m.doc() = R"pbdoc( - _pywrap_tensorflow_interpreter_wrapper + _pywrap_tflm_interpreter_wrapper ----- )pbdoc"; @@ -37,7 +37,7 @@ PYBIND11_MODULE(_pywrap_tensorflow_interpreter_wrapper, m) { m.def("CreateWrapperFromFile", [](const std::string& model_path, int tensor_arena_size) { std::string error; - auto* wrapper = ::InterpreterWrapper::CreateWrapperCPPFromFile( + auto* wrapper = ::MicroInterpreterWrapper::CreateWrapperCPPFromFile( model_path.c_str(), tensor_arena_size, &error); if (!wrapper) { throw std::invalid_argument(error); @@ -45,36 +45,36 @@ PYBIND11_MODULE(_pywrap_tensorflow_interpreter_wrapper, m) { return wrapper; }); - py::class_(m, "InterpreterWrapper") + py::class_(m, "MicroInterpreterWrapper") .def("AllocateTensors", - [](InterpreterWrapper& self) { + [](MicroInterpreterWrapper& self) { return tensorflow::PyoOrThrow(self.AllocateTensors()); }) .def("Invoke", - [](InterpreterWrapper& self) { + [](MicroInterpreterWrapper& self) { return tensorflow::PyoOrThrow(self.Invoke()); }) .def("InputIndices", - [](const InterpreterWrapper& self) { + [](const MicroInterpreterWrapper& self) { return tensorflow::PyoOrThrow(self.InputIndices()); }) .def("OutputIndices", - [](InterpreterWrapper& self) { + [](MicroInterpreterWrapper& self) { return tensorflow::PyoOrThrow(self.OutputIndices()); }) - .def("NumTensors", &InterpreterWrapper::NumTensors) - .def("TensorName", &InterpreterWrapper::TensorName) + .def("NumTensors", &MicroInterpreterWrapper::NumTensors) + .def("TensorName", &MicroInterpreterWrapper::TensorName) .def("TensorType", - [](const InterpreterWrapper& self, int i) { + [](const MicroInterpreterWrapper& self, int i) { return tensorflow::PyoOrThrow(self.TensorType(i)); }) .def("TensorSize", - [](const InterpreterWrapper& self, int i) { + [](const MicroInterpreterWrapper& self, int i) { return tensorflow::PyoOrThrow(self.TensorSize(i)); }) .def( "TensorQuantization", - [](const InterpreterWrapper& self, int i) { + [](const MicroInterpreterWrapper& self, int i) { return tensorflow::PyoOrThrow(self.TensorQuantization(i)); }, R"pbdoc( @@ -82,31 +82,31 @@ PYBIND11_MODULE(_pywrap_tensorflow_interpreter_wrapper, m) { )pbdoc") .def( "TensorQuantizationParameters", - [](InterpreterWrapper& self, int i) { + [](MicroInterpreterWrapper& self, int i) { return tensorflow::PyoOrThrow(self.TensorQuantizationParameters(i)); }) .def("SetTensor", - [](InterpreterWrapper& self, int i, py::handle& value) { + [](MicroInterpreterWrapper& self, int i, py::handle& value) { return tensorflow::PyoOrThrow(self.SetTensor(i, value.ptr())); }) .def("GetTensor", - [](const InterpreterWrapper& self, int i) { + [](const MicroInterpreterWrapper& self, int i) { return tensorflow::PyoOrThrow(self.GetTensor(i)); }) .def("ResetVariableTensors", - [](InterpreterWrapper& self) { + [](MicroInterpreterWrapper& self) { return tensorflow::PyoOrThrow(self.ResetVariableTensors()); }) .def( "tensor", - [](InterpreterWrapper& self, py::handle& base_object, int i) { + [](MicroInterpreterWrapper& self, py::handle& base_object, int i) { return tensorflow::PyoOrThrow(self.tensor(base_object.ptr(), i)); }, R"pbdoc( Returns a reference to tensor index i as a numpy array. The base_object should be the interpreter object providing the memory. )pbdoc") - .def("interpreter", [](InterpreterWrapper& self) { + .def("interpreter", [](MicroInterpreterWrapper& self) { return reinterpret_cast(self.interpreter()); }); diff --git a/tensorflow/lite/micro/python/runtime_comparison.py b/tensorflow/lite/micro/python/runtime_comparison.py new file mode 100644 index 00000000000..25416164aae --- /dev/null +++ b/tensorflow/lite/micro/python/runtime_comparison.py @@ -0,0 +1,69 @@ +""" +This script compares tflite_runtime vs tflite_micro_runtime on the RaspberryPi Zero. + +Before running this script, run the following PIP commands on your RPI0: + +# Install tflite_runtime-2.5.0 (or similar) +pip3 install https://github.com/driedler/tflite_runtime_rpi0w/releases/download/2.5.0/tflite_runtime-2.5.0-cp37-cp37m-linux_armv6l.whl + +# Install tflite_micro_runtime-1.0.0 +pip3 install https://github.com/driedler/tflite-micro-rpi0/releases/download/1.0.0/tflite_micro_runtime-1.0.0-cp37-cp37m-linux_armv6l.whl + + +Then run the script with your model file: + +python3 ./runtime_comparison.py your_model.tflite + +This will print the time each interpreter takes to run an inference. +Run the above commands, there was about an 8x improvement with tflite_micro_runtime + + +""" + +import time +import sys + +from tflite_runtime.interpreter import Interpreter as tflite_Interpreter +from tflite_micro_runtime.interpreter import Interpreter as tflm_Interpreter + + + +def main(): + if len(sys.argv) < 2: + print('Must provide .tflite as argument') + sys.exit(-1) + + tflite_path = sys.argv[1] + print(f'Profiling {tflite_path}') + + tflite = tflite_Interpreter(tflite_path) + tflite.allocate_tensors() + tflm = tflm_Interpreter(tflite_path) + tflm.allocate_tensors() + + tflite_time = 0 + tflm_time = 0 + + for i in range(10): + start = time.time() + tflite.invoke() + elapsed = time.time() - start + tflite_time += elapsed + print(f'TFLITE-{i}: {elapsed}s') + + start = time.time() + tflm.invoke() + elapsed = time.time() - start + tflm_time += elapsed + print(f' TFLM-{i}: {elapsed}s') + + tflite_avg = tflite_time / 10 + tflm_avg = tflm_time / 10 + ratio = tflite_avg / tflm_avg + + print(f'tflite_runtime avg: {tflite_avg}s') + print(f'tflite_micro_runtime avg: {tflm_avg}s') + print(f'tflite_micro_runtime is {ratio:.1f}x faster') + +if __name__ == '__main__': + main() diff --git a/tensorflow/lite/micro/python/test_data/test.jpg b/tensorflow/lite/micro/python/test_data/test.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0ce6f3581012af3cc269ca107e94b544d9c4b58 GIT binary patch literal 35969 zcmbTdbx>Ph)HWKN(gKA-i?pT1gF8i23Ivw~*A^%i+@-}^Xj5EEa0w6~NO6Z!v`{R# zySw|%?|tul^Zj|}?wNCP&fYU8D`&0!tY<%K=YHb;4)9pj%+o?xlt)06ho6rRa6b)@ z1rX!^*9iWn5&qweh=_=om>7E|B>bN%;s*~NU^}oMBqSt{9zA?WMn*L{ 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+import numpy as np +from cv2 import cv2 + +curdir = os.path.dirname(os.path.abspath(__file__)) + +build_dir = os.path.normpath(f'{curdir}/../../../../build/') + +sys.path.append(curdir) +sys.path.append(build_dir) + +try: + from .image_transform import ImageTransformer +except: + from image_transform import ImageTransformer + +img_path = f'{curdir}/test_data/test.jpg' + +img = cv2.imread(img_path) + +xfrm = ImageTransformer( + src_points=[(231, 180), (404, 212), (409, 364), (227, 368)], + dst_size=(96,96) +) + +xfm_img = xfrm.invoke(img) + +cv2.imwrite(f'{curdir}/test_data/test_gen.jpg', xfm_img) + +xfrm = ImageTransformer( + src_points=[(231, 180), (404, 212), (409, 364), (227, 368)], + dst_size=(96,96), + standardize=True +) + +xfm_img = xfrm.invoke(img) +xfm_img = cv2.normalize(xfm_img, None, 255,0, cv2.NORM_MINMAX, cv2.CV_8UC3) +cv2.imwrite(f'{curdir}/test_data/test_gen_stand.jpg', xfm_img) \ No newline at end of file diff --git a/tensorflow/lite/micro/python/test_interpreter.py b/tensorflow/lite/micro/python/test_interpreter.py index 470147bb3a8..087442ca89c 100644 --- a/tensorflow/lite/micro/python/test_interpreter.py +++ b/tensorflow/lite/micro/python/test_interpreter.py @@ -14,7 +14,7 @@ except: from interpreter import Interpreter -model_path = f'{curdir}/interpreter_wrapper/vww_96_int8.tflite' +model_path = f'{curdir}/test_data/vww_96_int8.tflite' interp = Interpreter(model_path) interp.allocate_tensors() diff --git a/tensorflow/lite/micro/tools/rpi0_pip_package/build_pip_package.sh b/tensorflow/lite/micro/tools/rpi0_pip_package/build_pip_package.sh index 41c408282cc..883f6c6a82b 100755 --- a/tensorflow/lite/micro/tools/rpi0_pip_package/build_pip_package.sh +++ b/tensorflow/lite/micro/tools/rpi0_pip_package/build_pip_package.sh @@ -35,7 +35,7 @@ cp -r "${SCRIPT_DIR}/setup_with_binary.py" \ "${BUILD_DIR}" cp "${TFLM_DIR}/python/interpreter.py" "${BUILD_DIR}/tflite_micro_runtime" cp "${TFLM_DIR}/python/image_transform.py" "${BUILD_DIR}/tflite_micro_runtime" -cp "${TFLM_DIR}/python/__init__.py" "${BUILD_DIR}/tflite_micro_runtime" +#cp "${TFLM_DIR}/python/__init__.py" "${BUILD_DIR}/tflite_micro_runtime" echo "__version__ = '${PACKAGE_VERSION}'" >> "${BUILD_DIR}/tflite_micro_runtime/__init__.py" echo "__git_version__ = '$GIT_HASH'" >> "${BUILD_DIR}/tflite_micro_runtime/__init__.py" @@ -47,12 +47,12 @@ $SCRIPT_DIR/build_tflite_micro_wrapper.sh "${BUILD_DIR}/cmake_build" $PYTHON LIBRARY_EXTENSION=.so -cp "${BUILD_DIR}/cmake_build/_pywrap_tensorflow_interpreter_wrapper${LIBRARY_EXTENSION}" \ +cp "${BUILD_DIR}/cmake_build/_pywrap_tflm_interpreter_wrapper${LIBRARY_EXTENSION}" \ "${BUILD_DIR}/tflite_micro_runtime" # Bazel generates the wrapper library with r-x permissions for user. # At least on Windows, we need write permissions to delete the file. # Without this, setuptools fails to clean the build directory. -chmod u+w "${BUILD_DIR}/tflite_micro_runtime/_pywrap_tensorflow_interpreter_wrapper${LIBRARY_EXTENSION}" +chmod u+w "${BUILD_DIR}/tflite_micro_runtime/_pywrap_tflm_interpreter_wrapper${LIBRARY_EXTENSION}" # Build python wheel. pushd "${BUILD_DIR}" diff --git a/tensorflow/lite/micro/tools/rpi0_pip_package/build_tflite_micro_wrapper.sh b/tensorflow/lite/micro/tools/rpi0_pip_package/build_tflite_micro_wrapper.sh index 16b66e382ad..99e13e03854 100755 --- a/tensorflow/lite/micro/tools/rpi0_pip_package/build_tflite_micro_wrapper.sh +++ b/tensorflow/lite/micro/tools/rpi0_pip_package/build_tflite_micro_wrapper.sh @@ -13,4 +13,4 @@ BUILD_DIR=${1:-$ROOT_DIR/build} PYTHON=${2:-python3.7} cmake -DCMAKE_TOOLCHAIN_FILE=$TFLITE_DIR/tools/cmake/rpi0_toolchain.cmake -DPYTHON=${PYTHON} -S $ROOT_DIR -B $BUILD_DIR -cmake --build $BUILD_DIR --target _pywrap_tensorflow_interpreter_wrapper -- -j8 +cmake --build $BUILD_DIR --config Release --target _pywrap_tflm_interpreter_wrapper -j8 diff --git a/tflite_micro_runtime-1.0.0-cp37-cp37m-linux_armv6l.whl b/tflite_micro_runtime-1.0.0-cp37-cp37m-linux_armv6l.whl deleted file 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