From: 박세희/동작제어Lab(SR)/Principal Engineer/삼성전자 Date: Thu, 22 Nov 2018 01:33:22 +0000 (+0900) Subject: [tflchef] Prepare adding Ops with AveragePool2D (#2368) X-Git-Tag: nncc_backup~1278 X-Git-Url: http://review.tizen.org/git/?a=commitdiff_plain;h=2cf2acf0fba4e79f503aaa6d986640b232afe8e6;p=platform%2Fcore%2Fml%2Fnnfw.git [tflchef] Prepare adding Ops with AveragePool2D (#2368) This will add AveragePool2D operator handler and needed changes to test. Also place holders for other operators to prevent merge conflict. Signed-off-by: SaeHie Park --- diff --git a/contrib/tflchef/tests/CMakeLists.txt b/contrib/tflchef/tests/CMakeLists.txt index 673100c..81fb38d 100644 --- a/contrib/tflchef/tests/CMakeLists.txt +++ b/contrib/tflchef/tests/CMakeLists.txt @@ -32,6 +32,48 @@ foreach(RECIPE IN ITEMS ${RECIPES}) list(APPEND TESTS ${RECIPE_PREFIX}) endforeach(RECIPE) +# Test tflchef-reverse +list(APPEND GEN_TFLITEFILES "averagepool2d/test.recipe") +#list(APPEND GEN_TFLITEFILES "concatenation/test.recipe") +#list(APPEND GEN_TFLITEFILES "conv2d/test.recipe") +#list(APPEND GEN_TFLITEFILES "depthwiseconv2d/test.recipe") +#list(APPEND GEN_TFLITEFILES "maxpool2d/test.recipe") +#list(APPEND GEN_TFLITEFILES "relu/test.recipe") +#list(APPEND GEN_TFLITEFILES "relu6/test.recipe") +#list(APPEND GEN_TFLITEFILES "reshape/test.recipe") +# TODO if all operates are added we can just use one line of "*/test.recipe" + +foreach(TFLITEFILE IN ITEMS ${GEN_TFLITEFILES}) + get_filename_component(TFLITE_PREFIX ${TFLITEFILE} DIRECTORY) + + # file from above tflchef-file block + # use tflite file as input of tflchef-reverse generated from tflchef-file + set(RECIPE_OUTPUT_FILE "${TFLITE_PREFIX}.tflite") + set(RECIPE_OUTPUT_TARGET tflchef_${TFLITE_PREFIX}_tflite) + + set(RECIPE_GEN_OUTPUT_FILE "${TFLITE_PREFIX}.gen.recipe") + set(RECIPE_GEN_OUTPUT_TARGET tflchef_${TFLITE_PREFIX}_gen_recipe) + + # Generate .gen.recipe from generated .tflite + add_custom_target(${RECIPE_GEN_OUTPUT_TARGET} + ALL $ ${RECIPE_OUTPUT_FILE} ${RECIPE_GEN_OUTPUT_FILE} + DEPENDS ${RECIPE_OUTPUT_TARGET} + COMMENT "Generate ${TFLITE_PREFIX}.gen.recipe") + + # now we are going to generate .gen.tflite from .gen.recipe + # to check generated .gen.recipe file is correct by using it. + # as weight values may be different, binary comparision is not acceptable. + set(RECIPE_GEN_OUTPUT_FILE2 "${TFLITE_PREFIX}.gen.tflite") + set(RECIPE_GEN_OUTPUT_TARGET2 tflchef_${TFLITE_PREFIX}_gen_tflite) + + add_custom_target(${RECIPE_GEN_OUTPUT_TARGET2} + ALL $ ${RECIPE_GEN_OUTPUT_FILE} ${RECIPE_GEN_OUTPUT_FILE2} + DEPENDS ${RECIPE_GEN_OUTPUT_TARGET} + COMMENT "Generate ${TFLITE_PREFIX}.gen.tflite") + + list(APPEND TESTS ${TFLITE_PREFIX}.gen) +endforeach(TFLITEFILE) + add_test(NAME tflchef_test COMMAND "${CMAKE_CURRENT_SOURCE_DIR}/runall" $ diff --git a/contrib/tflchef/tflite/CMakeLists.txt b/contrib/tflchef/tflite/CMakeLists.txt index 0c33ee0..091f4af 100644 --- a/contrib/tflchef/tflite/CMakeLists.txt +++ b/contrib/tflchef/tflite/CMakeLists.txt @@ -5,3 +5,4 @@ target_include_directories(tflchef_tflite PUBLIC include) target_include_directories(tflchef_tflite PRIVATE src) target_link_libraries(tflchef_tflite tflchef_proto) target_link_libraries(tflchef_tflite tflchef_flatbuffer) +target_link_libraries(tflchef_tflite stdex) diff --git a/contrib/tflchef/tflite/src/Op/AveragePool2D.cpp b/contrib/tflchef/tflite/src/Op/AveragePool2D.cpp new file mode 100644 index 0000000..1f269e4 --- /dev/null +++ b/contrib/tflchef/tflite/src/Op/AveragePool2D.cpp @@ -0,0 +1,52 @@ +/* + * Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "AveragePool2D.h" + +#include "Convert.h" + +namespace tflchef +{ + +void TFliteOpAveragePool2D::filler(const tflite::Operator *op, TFliteImport *import, + tflchef::ModelRecipe *model_recipe) const +{ + // Nothing to do with filler +} + +tflchef::Operation *TFliteOpAveragePool2D::build(const tflite::Operator *op, TFliteImport *import, + tflchef::ModelRecipe *model_recipe) const +{ + auto op_params = op->builtin_options_as_Pool2DOptions(); + assert(op_params != nullptr); + + auto operation = model_recipe->add_operation(); + + operation->set_type("AveragePool2D"); + + auto op_options = operation->mutable_averagepool2d_options(); + + op_options->set_padding(as_tflchef_padding(op_params->padding())); + op_options->set_stride_h(op_params->stride_h()); + op_options->set_stride_w(op_params->stride_w()); + op_options->set_filter_height(op_params->filter_height()); + op_options->set_filter_width(op_params->filter_width()); + op_options->set_activation(as_tflchef_activation(op_params->fused_activation_function())); + + return operation; +} + +} // namespace tflchef diff --git a/contrib/tflchef/tflite/src/Op/AveragePool2D.h b/contrib/tflchef/tflite/src/Op/AveragePool2D.h new file mode 100644 index 0000000..f9e9fb2 --- /dev/null +++ b/contrib/tflchef/tflite/src/Op/AveragePool2D.h @@ -0,0 +1,39 @@ +/* + * Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#ifndef __TFLITE_OP_AVERAGEPOOL2D_H__ +#define __TFLITE_OP_AVERAGEPOOL2D_H__ + +#include "TFliteOpChef.h" + +namespace tflchef +{ + +/** + * @brief tflchef operator builder for AveragePool2D + */ +class TFliteOpAveragePool2D : public TFliteOpChef +{ +public: + void filler(const tflite::Operator *op, TFliteImport *import, + tflchef::ModelRecipe *model_recipe) const override; + tflchef::Operation *build(const tflite::Operator *op, TFliteImport *import, + tflchef::ModelRecipe *model_recipe) const override; +}; + +} // namespace tflchef + +#endif // __TFLITE_OP_AVERAGEPOOL2D_H__ diff --git a/contrib/tflchef/tflite/src/TFliteOpChefs.h b/contrib/tflchef/tflite/src/TFliteOpChefs.h index ac770b1..73e1ed6 100644 --- a/contrib/tflchef/tflite/src/TFliteOpChefs.h +++ b/contrib/tflchef/tflite/src/TFliteOpChefs.h @@ -17,7 +17,14 @@ #ifndef __TFLITE_OP_CHEFS_H__ #define __TFLITE_OP_CHEFS_H__ -// TODO add operator headers // In alphabet order +#include "Op/AveragePool2D.h" +//#include "Op/Concatenation.h" +//#include "Op/Conv2D.h" +//#include "Op/DepthwiseConv2D.h" +//#include "Op/MaxPool2D.h" +//#include "Op/ReLU.h" +//#include "Op/ReLU6.h" +//#include "Op/Reshape.h" #endif // __TFLITE_OP_CHEFS_H__ diff --git a/contrib/tflchef/tflite/src/TFliteOpRegistry.h b/contrib/tflchef/tflite/src/TFliteOpRegistry.h index ed67d26..f976221 100644 --- a/contrib/tflchef/tflite/src/TFliteOpRegistry.h +++ b/contrib/tflchef/tflite/src/TFliteOpRegistry.h @@ -20,6 +20,10 @@ #include "TFliteOpChef.h" #include "TFliteOpChefs.h" +#include + +using stdex::make_unique; + namespace tflchef { @@ -50,7 +54,15 @@ public: private: TFliteOpRegistry() { - // TODO add TFliteOpChef for each tflite operation. + _tfliteop_map[tflite::BuiltinOperator_AVERAGE_POOL_2D] = make_unique(); + //_tfliteop_map[tflite::BuiltinOperator_CONCATENATION] = make_unique(); + //_tfliteop_map[tflite::BuiltinOperator_CONV_2D] = make_unique(); + //_tfliteop_map[tflite::BuiltinOperator_DEPTHWISE_CONV_2D] = + // make_unique(); + //_tfliteop_map[tflite::BuiltinOperator_MAX_POOL_2D] = make_unique(); + //_tfliteop_map[tflite::BuiltinOperator_RELU] = make_unique(); + //_tfliteop_map[tflite::BuiltinOperator_RELU6] = make_unique(); + //_tfliteop_map[tflite::BuiltinOperator_RESHAPE] = make_unique(); } private: