!13213 add script

From: @zhujingxuan
Reviewed-by: @hangangqiang
Signed-off-by: @wangchengyuan

mindspore/lite/micro/coder/opcoders/nnacl/fp32/reduce_fp32_coder.cc

@@ -20,7 +20,7 @@
 #include "coder/opcoders/serializers/nnacl_serializer/nnacl_fp32_serializer.h"
 #include "coder/opcoders/file_collector.h"
 
-using mindspore::schema::PrimitiveType_PowFusion;
+using mindspore::schema::PrimitiveType_ReduceFusion;
 
 namespace mindspore::lite::micro::nnacl {
 int ReduceFP32Coder::Prepare(CoderContext *const context) {
@@ -116,6 +116,6 @@ int ReduceFP32Coder::DoCode(CoderContext *const context) {
   return RET_OK;
 }
 
-REG_OPERATOR_CODER(kAllTargets, kNumberTypeFloat32, PrimitiveType_PowFusion, CPUOpCoderCreator<ReduceFP32Coder>)
+REG_OPERATOR_CODER(kAllTargets, kNumberTypeFloat32, PrimitiveType_ReduceFusion, CPUOpCoderCreator<ReduceFP32Coder>)
 
 }  // namespace mindspore::lite::micro::nnacl

mindspore/lite/micro/coder/opcoders/serializers/nnacl_serializer/nnacl_fp32_serializer.cc

@@ -22,15 +22,19 @@
 namespace mindspore::lite::micro::nnacl {
 
 void NNaclFp32Serializer::CodeStruct(const std::string &name, const PoolingParameter &pooling_parameter) {
-  CodeBaseStruct("PoolingParameter", name, pooling_parameter.op_parameter_, pooling_parameter.pool_mode_,
-                 pooling_parameter.round_mode_, pooling_parameter.act_type_, pooling_parameter.avg_mode_,
+  CodeBaseStruct("PoolingParameter", name,
+                 // Primitive parameter
+                 pooling_parameter.op_parameter_, pooling_parameter.pool_mode_, pooling_parameter.round_mode_,
+                 pooling_parameter.pad_mode_, pooling_parameter.act_type_, pooling_parameter.avg_mode_,
                  pooling_parameter.global_, pooling_parameter.window_w_, pooling_parameter.window_h_,
-                 pooling_parameter.stride_w_, pooling_parameter.stride_h_, pooling_parameter.input_w_,
-                 pooling_parameter.input_w_, pooling_parameter.input_batch_, pooling_parameter.input_channel_,
-                 pooling_parameter.output_w_, pooling_parameter.output_h_, pooling_parameter.output_batch_,
-                 pooling_parameter.output_channel_, pooling_parameter.pad_u_, pooling_parameter.pad_d_,
-                 pooling_parameter.pad_l_, pooling_parameter.pad_r_, pooling_parameter.thread_num_, "NULL",
-                 pooling_parameter.quantize_);
+                 pooling_parameter.stride_w_, pooling_parameter.stride_h_,
+                 // shape correlative
+                 pooling_parameter.input_w_, pooling_parameter.input_h_, pooling_parameter.input_batch_,
+                 pooling_parameter.input_channel_, pooling_parameter.output_w_, pooling_parameter.output_h_,
+                 pooling_parameter.output_batch_, pooling_parameter.output_channel_, pooling_parameter.pad_u_,
+                 pooling_parameter.pad_d_, pooling_parameter.pad_l_, pooling_parameter.pad_r_,
+                 // other parameter
+                 pooling_parameter.thread_num_, nullptr, pooling_parameter.quantize_);
 }
 
 void NNaclFp32Serializer::CodeStruct(const std::string &name, const BatchNormParameter &batch_norm_parameter) {

mindspore/lite/micro/coder/opcoders/serializers/nnacl_serializer/nnacl_int8_serializer.cc

@@ -106,15 +106,19 @@ void NNaclInt8Serializer::CodeStruct(const std::string &name, const PoolingParam
        << " &" << in_quant_name << ", "
        << " &" << out_quant_name << "};\n";
 
-  CodeBaseStruct("PoolingParameter", name, pooling_parameter.op_parameter_, pooling_parameter.pool_mode_,
-                 pooling_parameter.round_mode_, pooling_parameter.pad_mode_, pooling_parameter.act_type_,
-                 pooling_parameter.avg_mode_, pooling_parameter.global_, pooling_parameter.window_w_,
-                 pooling_parameter.window_h_, pooling_parameter.stride_w_, pooling_parameter.stride_h_,
+  CodeBaseStruct("PoolingParameter", name,
+                 // Primitive parameter
+                 pooling_parameter.op_parameter_, pooling_parameter.pool_mode_, pooling_parameter.round_mode_,
+                 pooling_parameter.pad_mode_, pooling_parameter.act_type_, pooling_parameter.avg_mode_,
+                 pooling_parameter.global_, pooling_parameter.window_w_, pooling_parameter.window_h_,
+                 pooling_parameter.stride_w_, pooling_parameter.stride_h_,
+                 // shape correlative
                  pooling_parameter.input_w_, pooling_parameter.input_h_, pooling_parameter.input_batch_,
                  pooling_parameter.input_channel_, pooling_parameter.output_w_, pooling_parameter.output_h_,
                  pooling_parameter.output_batch_, pooling_parameter.output_channel_, pooling_parameter.pad_u_,
                  pooling_parameter.pad_d_, pooling_parameter.pad_l_, pooling_parameter.pad_r_,
-                 pooling_parameter.op_parameter_.thread_num_, quant_name, pooling_parameter.quantize_);
+                 // other parameter
+                 pooling_parameter.thread_num_, quant_name, pooling_parameter.quantize_);
 }
 
 void NNaclInt8Serializer::CodeStruct(const std::string &name, const SoftmaxParameter &softmax_parameter) {

mindspore/lite/micro/example/mobilenetv2_quant/run.sh

@@ -0,0 +1,125 @@
+#!/bin/bash
+# Copyright 2019 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+set -e
+
+CURRENT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+MINDSPORE_ROOT_DIR=${${CURRENT_DIR}%%/mindspore/lite/micro/example/mobilenetv2_quant}
+
+OUTPUT_DIR=${1:-${MINDSPORE_ROOT_DIR}/output}
+THREAD_NUM=${2:-32}
+MODULE_NAME=mobilenetv2_quant
+OUTPUT_IR=Reshape-64.ir
+CALIB_OUT=${CURRENT_DIR}/Reshape-64.out
+
+echo "current dir is: ${CURRENT_DIR}"
+echo "packed output dir is :${OUTPUT_DIR}"
+
+if [ ! -d "${OUTPUT_DIR}" ]; then
+  echo "folder ${OUTPUT_DIR} does not exist"
+  return 1
+fi
+
+# rm if already exist
+WORKSPACE=${CURRENT_DIR}/build
+rm -rf ${WORKSPACE}
+mkdir ${WORKSPACE} || exit 1
+PROJECT_DIR=${WORKSPACE}/${MODULE_NAME}
+
+compare_output() {
+  local OUTPUT_FILE=$1
+  local CALIB_FILE=$2
+  if [[ ! -f "${OUTPUT_FILE}" || ! -f "${CALIB_FILE}" ]]; then
+    echo "file ${OUTPUT_FILE}, ${CALIB_FILE} does not exist, pwd $(pwd)"
+    exit 1
+  fi
+  lines=$(cat ${CALIB_FILE} | wc -l)
+  for ((i = 1; i <= $lines; i++)); do
+    line1=$(awk 'NR=="'${i}'"{print $0}' ${CALIB_FILE})
+    line2=$(awk 'NR=="'${i}'"{print $0}' ${OUTPUT_FILE})
+    if [[ "${line1}" != "${line2}" ]]; then
+      echo -e "file ${OUTPUT_FILE}, ${CALIB_FILE}, compare failed! line: ${i}"
+      exit 1
+    fi
+  done
+  echo -e "compare success, ${OUTPUT_FILE}, ${CALIB_FILE}"
+}
+
+# cp oplib and codegen
+cp ${OUTPUT_DIR}/mindspore-lite-*-codegen-linux-x64.tar.gz ${WORKSPACE}/ || exit 1
+cd ${WORKSPACE} || exit 1
+tar -zxf mindspore-lite-*-codegen-linux-x64.tar.gz || exit 1
+cd mindspore-lite-*-codegen-linux-x64 || exit 1
+mv operator_library/ ${WORKSPACE}/ || exit 1
+mv codegen ${WORKSPACE}/ || exit 1
+cd -
+rm -r mindspore-lite-*-codegen-linux-x64 || exit 1
+rm mindspore-lite-*-codegen-linux-x64.tar.gz || exit 1
+
+# convert model
+cp ${OUTPUT_DIR}/mindspore-lite-*-converter-linux-x64.tar.gz ${WORKSPACE}/ || exit 1
+cd ${WORKSPACE} || exit 1
+tar -zxf mindspore-lite-*-converter-linux-x64.tar.gz || exit 1
+rm mindspore-lite-*-converter-linux-x64.tar.gz || exit 1
+cd mindspore-lite-*-converter-linux-x64 || exit 1
+export LD_LIBRARY_PATH=./lib/:./third_party/protobuf/lib:./third_party/flatbuffers/lib:./third_party/glog/lib
+converter/converter_lite --fmk=TFLITE \
+                         --modelFile=${CURRENT_DIR}/mobilenet_v2_1.0_224_quant.tflite \
+                         --outputFile=${WORKSPACE}/mobilenet_v2
+cd -
+rm -rf mindspore-lite-*-converter-linux-x64 || exit 1
+
+# generate code
+${WORKSPACE}/codegen --modelPath=${WORKSPACE}/mobilenet_v2.ms \
+                     --moduleName=${MODULE_NAME} \
+                     --isWeightFile=true \
+                     --debugMode=true
+rm codegen
+
+if [ ! -d "${PROJECT_DIR}" ]; then
+  echo "folder ${PROJECT_DIR} does not exist"
+  return 1
+fi
+cd ${PROJECT_DIR} || exit 1
+
+# 1. build static lib.a
+echo -e "building static library"
+mkdir -p src/build && cd src/build || exit 1
+OP_HEADER_PATH=${WORKSPACE}/operator_library/include
+OP_LIB=${WORKSPACE}/operator_library/lib/x86/libops.a
+echo "Head Path: ${OP_HEADER_PATH}"
+echo "Lib Path: ${OP_LIB}"
+cmake -DCMAKE_BUILD_TYPE=Debug       \
+      -DOP_LIB=${OP_LIB}             \
+      -DOP_HEADER_PATH=${OP_HEADER_PATH} ..
+make -j${THREAD_NUM}
+
+# 2. build benchmark
+cd ${PROJECT_DIR}/benchmark && mkdir -p build && cd build || exit 1
+cmake -DMODEL_LIB="${PROJECT_DIR}/src/build/libnet.a" ..
+make -j${THREAD_NUM}
+
+echo "net file: ${PROJECT_DIR}/src/${MODULE_NAME}.net"
+# 3. run benchmark
+./benchmark ${CURRENT_DIR}/input_1_224_224_3_uint8.bin ${PROJECT_DIR}/src/${MODULE_NAME}.net
+compare_output ${OUTPUT_IR} ${CALIB_OUT}
+
+RET=$?
+if [[ "${RET}" -eq 0 ]]; then
+  echo -e "run benchmark success: ${MODULE_NAME}"
+else
+  echo -e "run benchmark failed: ${MODULE_NAME}"
+  exit 1
+fi