CI enhancement - enable benchmark_model and samples (#372)

Added Clang build check with CMAKE
Added vx-delegate build and benchmark_model test for PR.
Added tim-vx/samples in ci
Save output from build for debugging purpose.
Parallel CI execution.

Signed-off-by: xiang.zhang <xiang.zhang@verisilicon.com>
This commit is contained in:
Sven 2022-04-24 12:26:29 +08:00 committed by GitHub
parent 5c4800ab33
commit cccd7860d6
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
7 changed files with 424 additions and 13 deletions

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@ -0,0 +1,103 @@
From b1df3172a116cf9e4bea878d7f568b1ceb4633b1 Mon Sep 17 00:00:00 2001
From: "xiang.zhang" <xiang.zhang@verisilicon.com>
Date: Wed, 23 Feb 2022 17:10:51 +0800
Subject: [PATCH 1/1] TensorFlow V280 Enable External Delegate
Signed-off-by: xiang.zhang <xiang.zhang@verisilicon.com>
---
tensorflow/lite/CMakeLists.txt | 17 +++++++++++++++++
.../lite/examples/label_image/CMakeLists.txt | 5 +++++
tensorflow/lite/tools/benchmark/CMakeLists.txt | 5 +++++
3 files changed, 27 insertions(+)
diff --git a/tensorflow/lite/CMakeLists.txt b/tensorflow/lite/CMakeLists.txt
index 200d1a7c46d..ec2dcf37d8e 100644
--- a/tensorflow/lite/CMakeLists.txt
+++ b/tensorflow/lite/CMakeLists.txt
@@ -68,6 +68,7 @@ option(TFLITE_ENABLE_MMAP "Enable MMAP (unsupported on Windows)" ON)
option(TFLITE_ENABLE_GPU "Enable GPU" OFF)
option(TFLITE_ENABLE_METAL "Enable Metal delegate (iOS only)" OFF)
option(TFLITE_ENABLE_XNNPACK "Enable XNNPACK backend" ON)
+option(TFLITE_ENABLE_EXTERNAL_DELEGATE "Enable external delegate" ON)
option(TFLITE_KERNEL_TEST "Enable tflite kernel unit test" OFF)
if(TFLITE_KERNEL_TEST AND ${CMAKE_CROSSCOMPILING})
@@ -386,6 +387,16 @@ else()
"${TFLITE_SOURCE_DIR}/nnapi/nnapi_implementation_disabled.cc"
)
endif()
+if(TFLITE_ENABLE_EXTERNAL_DELEGATE)
+ populate_tflite_source_vars("delegates/external"
+ TFLITE_DELEGATES_EXTERNAL_SRCS
+ FILTER "(_test_list|_disabled)\\.(cc|h)$"
+ )
+ list(APPEND TFLITE_DELEGATES_EXTERNAL_SRCS
+ ${TFLITE_SOURCE_DIR}/tools/command_line_flags.cc
+ )
+ set(TFLITE_DELEGATES_EXTERNAL_INCL "delegates/external")
+endif()
if(TFLITE_ENABLE_XNNPACK)
find_package(fp16_headers REQUIRED)
find_package(xnnpack REQUIRED)
@@ -451,6 +462,7 @@ endif()
set(TFLITE_INCLUDE_DIRS
"${TENSORFLOW_SOURCE_DIR}"
"${TFLITE_FLATBUFFERS_SCHEMA_DIR}"
+ "${TFLITE_DELEGATES_EXTERNAL_INCL}"
)
include_directories(
BEFORE
@@ -462,6 +474,7 @@ add_library(tensorflow-lite
${TFLITE_CORE_API_SRCS}
${TFLITE_CORE_SRCS}
${TFLITE_C_SRCS}
+ ${TFLITE_DELEGATES_EXTERNAL_SRCS}
${TFLITE_DELEGATES_FLEX_SRCS}
${TFLITE_DELEGATES_GPU_SRCS}
${TFLITE_DELEGATES_NNAPI_SRCS}
@@ -507,6 +520,10 @@ target_link_libraries(tensorflow-lite
${TFLITE_TARGET_DEPENDENCIES}
)
+if (ANDROID_TOOLCHAIN)
+ list(APPEND tensorflow-lite log)
+endif()
+
if (NOT BUILD_SHARED_LIBS)
list(APPEND TFLITE_TARGET_PUBLIC_OPTIONS "-DTFL_STATIC_LIBRARY_BUILD")
endif()
diff --git a/tensorflow/lite/examples/label_image/CMakeLists.txt b/tensorflow/lite/examples/label_image/CMakeLists.txt
index 1bf259aad10..ed64afd39b2 100644
--- a/tensorflow/lite/examples/label_image/CMakeLists.txt
+++ b/tensorflow/lite/examples/label_image/CMakeLists.txt
@@ -55,6 +55,11 @@ if(TFLITE_ENABLE_GPU)
)
endif() # TFLITE_ENABLE_GPU
+if(TFLITE_ENABLE_EXTERNAL_DELEGATE)
+ list(APPEND TFLITE_LABEL_IMAGE_SRCS
+ ${TFLITE_SOURCE_DIR}/tools/delegates/external_delegate_provider.cc)
+endif()
+
add_executable(label_image
EXCLUDE_FROM_ALL
${TFLITE_LABEL_IMAGE_SRCS}
diff --git a/tensorflow/lite/tools/benchmark/CMakeLists.txt b/tensorflow/lite/tools/benchmark/CMakeLists.txt
index d66af0dcd4a..2b9a57a168b 100644
--- a/tensorflow/lite/tools/benchmark/CMakeLists.txt
+++ b/tensorflow/lite/tools/benchmark/CMakeLists.txt
@@ -72,6 +72,11 @@ if(TFLITE_ENABLE_GPU)
)
endif() # TFLITE_ENABLE_GPU
+if(TFLITE_ENABLE_EXTERNAL_DELEGATE)
+ list(APPEND TFLITE_BENCHMARK_SRCS
+ ${TFLITE_SOURCE_DIR}/tools/delegates/external_delegate_provider.cc)
+endif()
+
add_executable(benchmark_model
EXCLUDE_FROM_ALL
${TFLITE_BENCHMARK_SRCS}
--
2.26.2

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@ -1,4 +1,4 @@
name: cmake_x86_vsim_unit_test
name: cmake_x86_vsim
on:
# push:
@ -11,9 +11,12 @@ on:
env:
# Customize the CMake build type here (Release, Debug, RelWithDebInfo, etc.)
BUILD_TYPE: Release
LD_LIBRARY_PATH: ${{github.workspace}}/tim-vx-install/prebuilt-sdk/x86_64_linux/lib:${{github.workspace}}/tim-vx-install/build/lib:${{github.workspace}}/tim-vx-install/tim-vx.install.dir/lib
VIVANTE_SDK_DIR: ${{github.workspace}}/tim-vx-install/prebuilt-sdk/x86_64_linux/
VSI_NN_LOG_LEVEL: 5
jobs:
build:
tim-vx-build:
# The CMake configure and build commands are platform agnostic and should work equally
# well on Windows or Mac. You can convert this to a matrix build if you need
# cross-platform coverage.
@ -26,15 +29,310 @@ jobs:
- name: Configure CMake
# Configure CMake in a 'build' subdirectory. `CMAKE_BUILD_TYPE` is only required if you are using a single-configuration generator such as make.
# See https://cmake.org/cmake/help/latest/variable/CMAKE_BUILD_TYPE.html?highlight=cmake_build_type
run: cmake -B ${{github.workspace}}/build -DCMAKE_BUILD_TYPE=${{env.BUILD_TYPE}} -DTIM_VX_ENABLE_TEST=ON
run: |
cmake -B ${{github.workspace}}/build -DCMAKE_BUILD_TYPE=${{env.BUILD_TYPE}} -DTIM_VX_ENABLE_TEST=ON -DCMAKE_INSTALL_PREFIX=${{github.workspace}}/tim-vx.install.dir/ -DTIM_VX_BUILD_EXAMPLES=ON -DTIM_VX_ENABLE_PLATFORM=ON -DTIM_VX_ENABLE_CUSTOM_OP=ON
- name: Build
# Build your program with the given configuration
run: cmake --build ${{github.workspace}}/build --config ${{env.BUILD_TYPE}}
- name: tvx-install
run: |
cmake --install ${{github.workspace}}/build --config ${{env.BUILD_TYPE}}
- name: upload tim-vx-install
uses: actions/upload-artifact@v3
with:
name: tim-vx-install
path: |
${{github.workspace}}/prebuilt-sdk
${{github.workspace}}/build/lib
${{github.workspace}}/tim-vx.install.dir/
${{github.workspace}}/.github/
tim-vx-build-clang:
# The CMake configure and build commands are platform agnostic and should work equally
# well on Windows or Mac. You can convert this to a matrix build if you need
# cross-platform coverage.
# See: https://docs.github.com/en/free-pro-team@latest/actions/learn-github-actions/managing-complex-workflows#using-a-build-matrix
runs-on: ubuntu-latest
env:
CC: clang
CXX: clang++
steps:
- uses: actions/checkout@v2
- name: Configure CMake
# Configure CMake in a 'build' subdirectory. `CMAKE_BUILD_TYPE` is only required if you are using a single-configuration generator such as make.
# See https://cmake.org/cmake/help/latest/variable/CMAKE_BUILD_TYPE.html?highlight=cmake_build_type
run: |
cmake -B ${{github.workspace}}/build -DCMAKE_BUILD_TYPE=${{env.BUILD_TYPE}} -DTIM_VX_ENABLE_TEST=ON -DCMAKE_INSTALL_PREFIX=${{github.workspace}}/tim-vx.install.dir/
- name: Build
# Build your program with the given configuration
run: cmake --build ${{github.workspace}}/build --config ${{env.BUILD_TYPE}}
- name: execute-unit-test.x86.vsim
tim-vx-unit-test:
needs: tim-vx-build
runs-on: ubuntu-latest
env:
LD_LIBRARY_PATH: ${{github.workspace}}/prebuilt-sdk/x86_64_linux/lib:${{github.workspace}}/build/lib:${{github.workspace}}/tim-vx.install.dir/lib
VIVANTE_SDK_DIR: ${{github.workspace}}/prebuilt-sdk/x86_64_linux/
steps:
- name: download tim-vx build output
uses: actions/download-artifact@v3
with:
name: tim-vx-install
- name: tim-vx.unit-test.x86.vsim
run: |
export LD_LIBRARY_PATH=`pwd`/prebuilt-sdk/x86_64_linux/lib
export VIVANTE_SDK_DIR=`pwd`/prebuilt-sdk/x86_64_linux/
cd ${{github.workspace}}/build/src/tim/
cd ${{github.workspace}}/tim-vx.install.dir/bin
chmod u+x ./unit_test
./unit_test
- name: tim-vx.samples
run: |
cd ${{github.workspace}}/tim-vx.install.dir/bin
chmod u+x multi_thread_test
chmod u+x lenet_multi_device
./multi_thread_test
./lenet_multi_device
vx-delegate-build:
runs-on: ubuntu-latest
needs: tim-vx-build
steps:
- name: download tim-vx build output
uses: actions/download-artifact@v3
with:
name: tim-vx-install
- name: apply-patch-build
run: |
git config --global user.email "xiang.zhang@verisilicon.com"
git config --global user.name "xiang.zhang"
git clone https://github.com/tensorflow/tensorflow.git ${{github.workspace}}/3rd-party/tensorflow && cd ${{github.workspace}}/3rd-party/tensorflow/ && git checkout v2.8.0 && git am ${{github.workspace}}/.github/workflows/0001-TensorFlow-V280-Enable-External-Delegate.patch
git clone https://github.com/VeriSilicon/tflite-vx-delegate.git ${{github.workspace}}/vx-delegate
cmake -B ${{github.workspace}}/vx-delegate/build -S ${{github.workspace}}/vx-delegate -DFETCHCONTENT_SOURCE_DIR_TENSORFLOW=${{github.workspace}}/3rd-party/tensorflow -DTIM_VX_INSTALL=${{github.workspace}}/tim-vx.install.dir/ -DTFLITE_ENABLE_NNAPI=OFF -DTFLITE_ENABLE_XNNPACK=OFF
cmake --build ${{github.workspace}}/vx-delegate/build --config ${{env.BUILD_TYPE}}
cd ${{github.workspace}}/vx-delegate/build
make vx_delegate benchmark_model
- name: upload vx-delegate
uses: actions/upload-artifact@v3
with:
name: vx-delegate-bin
path: |
${{github.workspace}}/vx-delegate/build/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate/build/libvx_delegate.so
# AI-Benchmark 5.0.1 model zoo
mobilenet_v2_quant:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download binary
uses: actions/download-artifact@v3
- name: download mobilenet_v2_quant.tflite
run: |
curl -LJO https://github.com/sunshinemyson/TIM-VX/releases/download/v1.1.30.2/mobilenet_v2_quant.tflite
- name: benchmark_model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/mobilenet_v2_quant.tflite
mobilenet_v2_b8_quant:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download binary
uses: actions/download-artifact@v3
- name: download mobilenet_v2_b8_quant.tflite
run: |
curl -LJO https://github.com/sunshinemyson/TIM-VX/releases/download/v1.1.30.2/mobilenet_v2_b8_quant.tflite
- name: benchmark_model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/mobilenet_v2_b8_quant.tflite
resnet_quant:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download test binary
uses: actions/download-artifact@v3
- name: download resnet_quant.tflite
run: |
curl -LJO https://github.com/sunshinemyson/TIM-VX/releases/download/v1.1.30.2/resnet_quant.tflite
- name: benchmark_model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/resnet_quant.tflite
inception_v3_quant:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download test binary
uses: actions/download-artifact@v3
- name: download model
run: |
curl -LJO https://github.com/sunshinemyson/TIM-VX/releases/download/v1.1.30.2/inception_v3_quant.tflite
- name: benchmark_model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/inception_v3_quant.tflite
mobilenet_v3_b4_quant:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download test binary
uses: actions/download-artifact@v3
- name: download model
run: |
curl -LJO https://github.com/sunshinemyson/TIM-VX/releases/download/v1.1.30.2/mobilenet_v3_b4_quant.tflite
- name: benchmark_model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/mobilenet_v3_b4_quant.tflite
mobilenet_v3_quant:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download test binary
uses: actions/download-artifact@v3
- name: download model
run: |
curl -LJO https://github.com/sunshinemyson/TIM-VX/releases/download/v1.1.30.2/mobilenet_v3_quant.tflite
- name: benchmark_model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/mobilenet_v3_quant.tflite
mv3_depth_quant:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download test binary
uses: actions/download-artifact@v3
- name: download model
run: |
curl -LJO https://github.com/sunshinemyson/TIM-VX/releases/download/v1.1.30.2/mv3_depth_quant.tflite
- name: benchmark_model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/mv3_depth_quant.tflite
yolo_v4_tiny_quant:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download test binary
uses: actions/download-artifact@v3
- name: download model
run: |
curl -LJO https://github.com/sunshinemyson/TIM-VX/releases/download/v1.1.30.2/yolo_v4_tiny_quant.tflite
- name: benchmark_model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/yolo_v4_tiny_quant.tflite
# Disable huge compilation cost
# deeplab_v3_plus_quant:
# runs-on: ubuntu-latest
# needs: vx-delegate-build
# steps:
# - name: download test binary
# uses: actions/download-artifact@v3
# - name: download model
# run: |
# curl -LJO https://github.com/sunshinemyson/TIM-VX/releases/download/v1.1.30.2/deeplab_v3_plus_quant.tflite
# - name: benchmark_model
# run: |
# chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
# ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/deeplab_v3_plus_quant.tflite
# Tensorflow Hub
# tfhub-movenet-multipose:
# runs-on: ubuntu-latest
# needs: vx-delegate-build
# steps:
# - name: download test binary
# uses: actions/download-artifact@v3
# - name: download model
# run: |
# wget https://storage.googleapis.com/tfhub-lite-models/google/lite-model/movenet/multipose/lightning/tflite/float16/1.tflite
# mv 1.tflite tfhub.movenet.multipose.tflite
# - name: benchmark-model
# run: |
# chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
# ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/tfhub.movenet.multipose.tflite
tfhub-efficientdet-lite0:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download test binary
uses: actions/download-artifact@v3
- name: download model
run: |
wget https://storage.googleapis.com/tfhub-lite-models/tensorflow/lite-model/efficientdet/lite0/detection/metadata/1.tflite
- name: benchmark-model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/1.tflite
tfhub-efficientdet-lite1:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download test binary
uses: actions/download-artifact@v3
- name: download model
run: |
wget https://storage.googleapis.com/tfhub-lite-models/tensorflow/lite-model/efficientdet/lite1/detection/metadata/1.tflite
- name: benchmark-model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/1.tflite
tfhub-efficientdet-lite2:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download test binary
uses: actions/download-artifact@v3
- name: download model
run: |
wget https://storage.googleapis.com/tfhub-lite-models/tensorflow/lite-model/efficientdet/lite2/detection/metadata/1.tflite
- name: benchmark-model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/1.tflite
tfhub-efficientdet-lite3:
runs-on: ubuntu-latest
needs: vx-delegate-build
steps:
- name: download test binary
uses: actions/download-artifact@v3
- name: download model
run: |
wget https://storage.googleapis.com/tfhub-lite-models/tensorflow/lite-model/efficientdet/lite2/detection/metadata/1.tflite
- name: benchmark-model
run: |
chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/1.tflite
# Graph compilation time is huge over 20mins
# tfhub-efficientdet-lite4:
# runs-on: ubuntu-latest
# needs: vx-delegate-build
# steps:
# - name: download test binary
# uses: actions/download-artifact@v3
# - name: download model
# run: |
# wget https://storage.googleapis.com/tfhub-lite-models/tensorflow/lite-model/efficientdet/lite4/detection/metadata/1.tflite
# - name: benchmark-model
# run: |
# chmod u+x ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model
# ${{github.workspace}}/vx-delegate-bin/_deps/tensorflow-build/tools/benchmark/benchmark_model --num_runs=1 --external_delegate_path=${{github.workspace}}/vx-delegate-bin/libvx_delegate.so --graph=${{github.workspace}}/1.tflite

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@ -12,6 +12,7 @@ option(TIM_VX_BUILD_EXAMPLES "Build demos show general usage"
option(TIM_VX_ENABLE_VIPLITE "Enable lite driver api support" OFF)
option(TIM_VX_ENABLE_40BIT "Enable large memory support" OFF)
option(TIM_VX_ENABLE_PLATFORM "Enable multi devices support" OFF)
option(TIM_VX_ENABLE_CUSTOM_OP "Enable customized op example" OFF)
set(CMAKE_CXX_STANDARD 14)
set(CMAKE_POSITION_INDEPENDENT_CODE ON)

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@ -45,7 +45,7 @@ int main(int argc, char* argv[]) {
uint32_t out_image_h = default_cfg[kOutImageH];
uint32_t out_image_c = default_cfg[kOutChannel];
uint32_t is_depthwise = default_cfg[deptwise_option];
uint32_t multiplier;
uint32_t multiplier = 1;
if (argc != 0 && argc != kConfigFiledCnt + 1){
std::cout << "argc = " << argc << std::endl;

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@ -6,7 +6,10 @@ aux_source_directory(. ${TARGET_NAME}_SRCS)
add_executable(${TARGET_NAME} ${${TARGET_NAME}_SRCS})
target_link_libraries(${TARGET_NAME} PRIVATE tim-vx)
target_include_directories(${TARGET_NAME} PRIVATE
target_include_directories(${TARGET_NAME} PRIVATE
${CMAKE_CURRENT_SOURCE_DIR}
${PROJECT_SOURCE_DIR}/include
)
)
install(TARGETS ${TARGET_NAME} ${TARGET_NAME}
DESTINATION ${CMAKE_INSTALL_PREFIX}/${CMAKE_INSTALL_BINDIR})

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@ -6,7 +6,10 @@ aux_source_directory(. ${TARGET_NAME}_SRCS)
add_executable(${TARGET_NAME} ${${TARGET_NAME}_SRCS})
target_link_libraries(${TARGET_NAME} PRIVATE -Wl,--whole-archive tim-vx)
target_include_directories(${TARGET_NAME} PRIVATE
target_include_directories(${TARGET_NAME} PRIVATE
${CMAKE_CURRENT_SOURCE_DIR}
${PROJECT_SOURCE_DIR}/include
)
install(TARGETS ${TARGET_NAME} ${TARGET_NAME}
DESTINATION ${CMAKE_INSTALL_PREFIX}/${CMAKE_INSTALL_BINDIR})

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@ -8,7 +8,10 @@ aux_source_directory(. ${TARGET_NAME}_SRCS)
add_executable(${TARGET_NAME} ${${TARGET_NAME}_SRCS})
target_link_libraries(${TARGET_NAME} PRIVATE tim-vx Threads::Threads)
target_include_directories(${TARGET_NAME} PRIVATE
target_include_directories(${TARGET_NAME} PRIVATE
${CMAKE_CURRENT_SOURCE_DIR}
${PROJECT_SOURCE_DIR}/include
)
)
install(TARGETS ${TARGET_NAME} ${TARGET_NAME}
DESTINATION ${CMAKE_INSTALL_PREFIX}/${CMAKE_INSTALL_BINDIR})