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Paddle-Lite
提交 708d5704 编写于 作者: D dolphin8
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Merge remote-tracking branch 'upstream/develop' into develop

上级 842c8822 6562c696
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.gitignore
浏览文件 @ 708d5704
......@@ -69,3 +69,10 @@ build
# clion building directories
cmake-build-debug
cmake-build-release
#ios demo
demo/ios/PaddleMobileDemo/PaddleMobileDemo/googlenet_combine/
demo/ios/PaddleMobileDemo/PaddleMobileDemo/*.jpg
demo/ios/PaddleMobileDemo/PaddleMobileDemo/PaddleMobile/*.a
*.xcuserstate
\ No newline at end of file
CMakeLists.txt
浏览文件 @ 708d5704
......@@ -2,58 +2,17 @@ cmake_minimum_required(VERSION 3.0)
project(paddle-mobile)
option(DEBUGING "enable debug mode" ON)
option(USE_OPENMP "openmp support" OFF)
option(USE_OPENMP "openmp support" ON)
option(USE_EXCEPTION "use std exception" ON)
option(LOG_PROFILE "log profile" ON)
# select the platform to build
option(CPU "armv7 with neon" ON)
option(MALI_GPU "mali gpu" OFF)
option(FPGA "fpga" OFF)
set(DEBUGING ON)
if (ARM_LINUX)
include("${CMAKE_CURRENT_LIST_DIR}/tools/arm-platform.cmake")
endif ()
file(GLOB_RECURSE PADDLE_MOBILE_CC src/*.cc src/*.cpp src/*.c)
file(GLOB_RECURSE PADDLE_MOBILE_CC src/*.cc src/*.cpp src/*.c src/*.mm)
file(GLOB_RECURSE PADDLE_MOBILE_H src/*.h)
if (CPU)
add_definitions(-DPADDLE_MOBILE_CPU)
else()
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/kernel/arm/*.h)
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/kernel/arm/*.cc)
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/kernel/arm/*.cpp)
endif()
if (MALI_GPU)
add_definitions(-DPADDLE_MOBILE_MALI_GPU)
add_definitions(-DUSE_ACL=1)
add_definitions(-DUSE_OPENCL)
set(ACL_ROOT ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/kernel/mali/ACL_Android)
include_directories(${ACL_ROOT} ${ACL_ROOT}/include)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -L${ACL_ROOT}/build")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -larm_compute")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -larm_compute_core")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -larm_compute_graph")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -L${ACL_ROOT}/build/opencl-1.2-stubs")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -lOpenCL")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DUSE_ACL=1")
else()
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/kernel/mali/*.h)
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/kernel/mali/*.cc)
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/kernel/mali/*.cpp)
endif()
if(FPGA)
add_definitions(-DPADDLE_MOBILE_FPGA)
else()
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/kernel/fpga/*.h)
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/kernel/fpga/*.cc)
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/kernel/fpga/*.cpp)
endif()
include_directories(src/)
set(CMAKE_CXX_FLAGS "-std=c++14 -O3 -s ${CMAKE_CXX_FLAGS}")
if (DEBUGING)
......@@ -61,10 +20,6 @@ if (DEBUGING)
set(CMAKE_BUILD_TYPE Debug)
set(CMAKE_CXX_FLAGS_DEBUG "-g -DNDEBUG")
add_definitions(-DPADDLE_MOBILE_DEBUG)
if (ANDROID_NDK_TOOLCHAIN_INCLUDED)
add_definitions(-DARMV7)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -llog")
endif ()
else ()
set(CMAKE_BUILD_TYPE Release)
set(CMAKE_CXX_FLAGS_RELEASE "-DNDEBUG")
......@@ -88,16 +43,80 @@ if(USE_OPENMP)
add_definitions(-DPADDLE_MOBILE_USE_OPENMP)
endif()
# platform control
if (ARM_LINUX)
include("${CMAKE_CURRENT_LIST_DIR}/tools/arm-platform.cmake")
endif ()
if (CPU)
add_definitions(-DPADDLE_MOBILE_CPU)
else()
file(GLOB_RECURSE _tmp_list src/operators/kernel/arm/*.cpp src/operators/kernel/arm/*.cc)
foreach(f ${_tmp_list})
list(REMOVE_ITEM PADDLE_MOBILE_CC ${f})
endforeach()
file(GLOB_RECURSE _tmp_list_h src/operators/kernel/arm/*.h)
foreach(f ${_tmp_list_h})
list(REMOVE_ITEM PADDLE_MOBILE_H ${f})
endforeach()
endif()
if (MALI_GPU)
add_definitions(-DPADDLE_MOBILE_MALI_GPU)
add_definitions(-DUSE_ACL=1)
add_definitions(-DUSE_OPENCL)
set(ACL_ROOT ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/kernel/mali/ACL_Android)
include_directories(${ACL_ROOT} ${ACL_ROOT}/include)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -L${ACL_ROOT}/build")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -larm_compute")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -larm_compute_core")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -larm_compute_graph")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -L${ACL_ROOT}/build/opencl-1.2-stubs")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -lOpenCL")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DUSE_ACL=1")
else()
file(GLOB_RECURSE _tmp_list src/operators/kernel/mali/*.cpp src/operators/kernel/mali/*.cc)
foreach(f ${_tmp_list})
list(REMOVE_ITEM PADDLE_MOBILE_CC ${f})
endforeach()
file(GLOB_RECURSE _tmp_list_h src/operators/kernel/mali/*.h)
foreach(f ${_tmp_list_h})
list(REMOVE_ITEM PADDLE_MOBILE_H ${f})
endforeach()
endif()
if(FPGA)
add_definitions(-DPADDLE_MOBILE_FPGA)
else()
file(GLOB_RECURSE _tmp_list src/operators/kernel/fpga/*.cpp src/operators/kernel/fpga/*.cc)
foreach(f ${_tmp_list})
list(REMOVE_ITEM PADDLE_MOBILE_CC ${f})
endforeach()
file(GLOB_RECURSE _tmp_list_h src/operators/kernel/fpga/*.h)
foreach(f ${_tmp_list_h})
list(REMOVE_ITEM PADDLE_MOBILE_H ${f})
endforeach()
endif()
if (NOT ANDROID_NDK_TOOLCHAIN_INCLUDED)
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/jni/*.cpp)
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/jni/*.h)
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/math/math_func_neon.h)
if (ANDROID_NDK_TOOLCHAIN_INCLUDED)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -llog")
add_definitions(-DARMV7)
else()
list(REMOVE_ITEM PADDLE_MOBILE_H ${CMAKE_CURRENT_SOURCE_DIR}/src/jni/paddle_mobile_jni.h)
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/jni/paddle_mobile_jni.cpp)
list(REMOVE_ITEM PADDLE_MOBILE_H ${CMAKE_CURRENT_SOURCE_DIR}/src/operators/math/math_func_neon.h)
endif ()
include_directories(src/)
if (IS_IOS)
else()
list(REMOVE_ITEM PADDLE_MOBILE_H ${CMAKE_CURRENT_SOURCE_DIR}/src/ios_io/PaddleMobile.h)
list(REMOVE_ITEM PADDLE_MOBILE_CC ${CMAKE_CURRENT_SOURCE_DIR}/src/ios_io/PaddleMobile.mm)
list(REMOVE_ITEM PADDLE_MOBILE_H ${CMAKE_CURRENT_SOURCE_DIR}/src/ios_io/op_symbols.h)
endif ()
set(CMAKE_VERBOSE_MAKEFILE ON)
set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
......@@ -108,19 +127,24 @@ set(CMAKE_RUNTIME_OUTPUT_DIRECTORY build)
# NET default
set(NET "defult" CACHE STRING "select net type")
set_property(CACHE NET PROPERTY STRINGS "defult" "googlenet" "mobilenet" "yolo" "squeezenet")
include("${CMAKE_CURRENT_LIST_DIR}/tools/op.cmake")
# if (IS_IOS)
# add_library(paddle-mobile STATIC ${PADDLE_MOBILE_CC} ${PADDLE_MOBILE_H})
# build library
if (ANDROID_NDK_TOOLCHAIN_INCLUDED)
list(REMOVE_DUPLICATES CMAKE_CXX_FLAGS)
add_library(paddle-mobile SHARED ${PADDLE_MOBILE_CC} ${PADDLE_MOBILE_H})
elseif(IS_IOS)
add_library(paddle-mobile STATIC ${PADDLE_MOBILE_CC} ${PADDLE_MOBILE_H})
else ()
add_library(paddle-mobile SHARED ${PADDLE_MOBILE_CC} ${PADDLE_MOBILE_H})
endif ()
# unit test
if(DEBUGING)
if(IS_IOS)
else()
add_subdirectory(test)
endif()
endif()
CONTRIBUTING.md
浏览文件 @ 708d5704
......@@ -183,7 +183,6 @@ upstream
接下来等待 review，如果有需要修改的地方，参照上述步骤更新 origin 中的对应分支即可。
![](http://otkwwi4x8.bkt.clouddn.com/2018-06-20-15294877166787.jpg)
之后就可以提交代码了
......@@ -223,7 +222,6 @@ upstream
- 原因：如果仅仅修改一个文件但提交了十几个commit，每个commit只做了少量的修改，这会给评审人带来很大困扰。评审人需要逐一查看每个commit才能知道做了哪些修改，且不排除commit之间的修改存在相互覆盖的情况。
- 建议：每次提交时，保持尽量少的commit，可以通过`git commit --amend`补充上次的commit。对已经Push到远程仓库的多个commit，可以参考[squash commits after push](http://stackoverflow.com/questions/5667884/how-to-squash-commits-in-git-after-they-have-been-pushed)。
- 请注意每个commit的名称：应能反映当前commit的内容，不能太随意。
3. 如果解决了某个Issue的问题，请在该Pull Request的**第一个**评论框中加上：`fix #issue_number`，这样当该Pull Request被合并后，会自动关闭对应的Issue。关键词包括：close, closes, closed, fix, fixes, fixed, resolve, resolves, resolved，请选择合适的词汇。详细可参考[Closing issues via commit messages](https://help.github.com/articles/closing-issues-via-commit-messages)。
此外，在回复评审人意见时，请您遵守以下约定：
......
README.md
浏览文件 @ 708d5704
......@@ -8,22 +8,33 @@
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](LICENSE)-->
欢迎来到 Paddle-Mobile GitHub 项目。
Paddle-Moible是PaddlePaddle组织下的项目，是一个致力于嵌入式平台的深度学习的框架。Paddle-Moible设计思想和PaddlePaddle的最新版fluid版本保持了高度一致，同时针对嵌入式做了大量优化。设计之初就对嵌入式的性能、体积、能耗、硬件平台覆盖等方面做了考虑。
## 简单搜索线上效果
如下gif是简单搜索app的线上主体检测应用效果
![ezgif-1-050a733dfb](http://otkwwi4x8.bkt.clouddn.com/2018-07-05-ezgif-1-050a733dfb.gif)
## Demo目录
[点我](https://github.com/PaddlePaddle/paddle-mobile/tree/develop/demo)
## Features
- **ARM CPU**
![](http://7xop3k.com1.z0.glb.clouddn.com/15312108766575.jpg)
arm cpu是paddle-mobile的主要支持方向，cpu的通用性一直是其优势。嵌入式深度学习，需要大量的cpu汇编实现。我们正在紧锣密鼓的编码，为的是能充分硬件的每一点加速能力。
arm cpu的优化工作还在进行中，现在使用了常规的cpu优化。在arm a73上paddle-mobile现在单核运行一次mobilenet 1.0是160+ms，显然这不是我们的最终目标，我们正在用大量的汇编改写，后续性能仍会有巨大提升空间。
arm cpu的优化工作还在进行中，现在使用了常规的cpu优化。在arm a73上paddle-mobile arm-v7现在单核运行一次mobilenet1.0是120+ms，显然这不是我们的最终目标，我们正在用大量的汇编改写，后续性能仍会有巨大提升空间。
- **Mali GPU**
Mali GPU是百度和ARM合作开发的，双方团队近期都在致力于将paddle的op能无缝运行在ACL(arm compute library)。目前已经支持squeezenet，googlenet，resnet等几个网络模型，后续会继续加大力度。使全部移动端paddle op能高效运行在mali gpu上。
在
- **苹果设备的GPU Metal实现**
......@@ -45,7 +56,7 @@ Paddle-Moible是PaddlePaddle组织下的项目，是一个致力于嵌入式平
- **体积**
paddle-mobile从设计之初就深入考虑到移动端的包体积的问题，cpu实现中没有外部依赖。在编译过程中，如果该网络不需要的op是完全不会被打入的。同时编译选项优化也为体积压缩提供了帮助。
除了二进制体积，我们对代码体积极力避免过大。整个仓库不到5m的代码体积。
除了二进制体积，我们对代码体积极力避免过大。整个仓库的代码体积也非常小。
## 文档
......@@ -58,7 +69,7 @@ Paddle-Moible是PaddlePaddle组织下的项目，是一个致力于嵌入式平
### 开发文档
开发文档主要是关于编译、运行等问题。做为开发者，它可以和贡献文档共同结合使用。
[开发文档]()https://github.com/PaddlePaddle/paddle-mobile/blob/develop/doc/development_doc.md
[开发文档链接](https://github.com/PaddlePaddle/paddle-mobile/blob/develop/doc/development_doc.md)
### 贡献文档
- [贡献文档链接](https://github.com/PaddlePaddle/paddle-mobile/blob/develop/CONTRIBUTING.md)
......@@ -78,17 +89,10 @@ ONNX全称为“Open Neural Network Exchange”，即“开放的神经网络切
目前，百度也在做onnx支持工作。相关转换项目在这里：[paddle-onnx](https://github.com/PaddlePaddle/paddle-onnx)。
```flow
st=>start: 其他模型
op1=>operation: onnx模型
op2=>operation: paddle-onnx
op3=>operation: paddle fluid模型
e=>end: paddle-mobile运行
st->op1->op2->op3->e
```
### 4. 部分测试模型下载
[下载链接](https://mms-mis.cdn.bcebos.com/paddle-mobile/models.zip)
![](http://7xop3k.com1.z0.glb.clouddn.com/15311951836000.jpg)
### 4. 部分测试模型和测试图片下载
[下载链接](http://mms-graph.bj.bcebos.com/paddle-mobile%2FmodelsAndImages.zip)
## 问题解决
......
demo/android/PaddleMobile_Android/.gitignore 0 → 100644
浏览文件 @ 708d5704
*.iml
.gradle
/local.properties
/.idea/workspace.xml
/.idea/libraries
.DS_Store
/build
/captures
.externalNativeBuild
demo/android/PaddleMobile_Android/app/build.gradle 0 → 100644
浏览文件 @ 708d5704
apply plugin: 'com.android.application'
android {
compileSdkVersion 21
defaultConfig {
applicationId "com.baidu.paddle"
minSdkVersion 15
targetSdkVersion 21
versionCode 1
versionName "1.0"
}
buildTypes {
release {
minifyEnabled false
proguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguard-rules.pro'
}
}
}
dependencies {
implementation fileTree(dir: 'libs', include: ['*.jar'])
implementation 'com.android.support:appcompat-v7:21.0.3'
}
demo/android/PaddleMobile_Android/app/proguard-rules.pro 0 → 100644
浏览文件 @ 708d5704
# Add project specific ProGuard rules here.
# You can control the set of applied configuration files using the
# proguardFiles setting in build.gradle.
#
# For more details, see
# http://developer.android.com/guide/developing/tools/proguard.html
# If your project uses WebView with JS, uncomment the following
# and specify the fully qualified class name to the JavaScript interface
# class:
#-keepclassmembers class fqcn.of.javascript.interface.for.webview {
# public *;
#}
# Uncomment this to preserve the line number information for
# debugging stack traces.
#-keepattributes SourceFile,LineNumberTable
# If you keep the line number information, uncomment this to
# hide the original source file name.
#-renamesourcefileattribute SourceFile
demo/android/PaddleMobile_Android/app/src/main/AndroidManifest.xml 0 → 100644
浏览文件 @ 708d5704
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
package="com.baidu.paddle">
<!-- 往SDCard写入数据权限 -->
<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />
<uses-permission android:name="android.permission.CAMERA" />
<application
android:allowBackup="true"
android:icon="@mipmap/ic_launcher"
android:label="@string/app_name"
android:supportsRtl="true"
android:theme="@style/AppTheme" >
<activity
android:name=".MainActivity"
android:label="@string/app_name">
<intent-filter>
<action android:name="android.intent.action.MAIN" />
<category android:name="android.intent.category.LAUNCHER" />
</intent-filter>
</activity>
</application>
</manifest>
demo/android/PaddleMobile_Android/app/src/main/java/com/baidu/paddle/MainActivity.java 0 → 100755
浏览文件 @ 708d5704
/*
* Copyright (c) 2016 Baidu, Inc. All Rights Reserved.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
* documentation files (the "Software"), to deal in the Software without restriction, including without limitation
* the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
* to permit persons to whom the Software is furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all copies or substantial portions of
* the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO
* THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
* CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
* IN THE SOFTWARE.
*/
package com.baidu.paddle;
import android.app.Activity;
import android.content.Context;
import android.content.Intent;
import android.graphics.Bitmap;
import android.graphics.BitmapFactory;
import android.graphics.Canvas;
import android.graphics.Color;
import android.graphics.Paint;
import android.net.Uri;
import android.os.AsyncTask;
import android.os.Bundle;
import android.os.Environment;
import android.provider.MediaStore;
import android.util.Log;
import android.view.View;
import android.widget.Button;
import android.widget.ImageView;
import android.widget.TextView;
import android.widget.Toast;
import java.io.BufferedWriter;
import java.io.File;
import java.io.FileOutputStream;
import java.io.FileWriter;
import java.io.IOException;
import java.io.InputStream;
import static android.graphics.Color.blue;
import static android.graphics.Color.green;
import static android.graphics.Color.red;
import static com.baidu.paddle.MainActivity.TYPE.googlenet;
public class MainActivity extends Activity {
public static final int TAKE_PHOTO_REQUEST_CODE = 1001;
private Context mContext = null;
private int inputSize = 224;
private int[] ddims = {1, 3, 224, 224};
enum TYPE {
googlenet
}
private TYPE type = googlenet;
private ImageView imageView;
private TextView tvSpeed;
private Button button;
private Bitmap bmp;
static {
try {
System.loadLibrary("paddle-mobile");
} catch (SecurityException e) {
e.printStackTrace();
} catch (UnsatisfiedLinkError e) {
e.printStackTrace();
} catch (NullPointerException e) {
e.printStackTrace();
}
}
@Override
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
mContext = this;
setContentView(R.layout.main_activity);
init();
}
private void init() {
imageView = (ImageView) findViewById(R.id.imageView);
tvSpeed = (TextView) findViewById(R.id.tv_speed);
button = (Button) findViewById(R.id.button);
button.setOnClickListener(new View.OnClickListener() {
@Override
public void onClick(View view) {
if (!isHasSdCard()) {
Toast.makeText(mContext, R.string.sdcard_not_available,
Toast.LENGTH_LONG).show();
return;
}
Intent intent = new Intent(MediaStore.ACTION_IMAGE_CAPTURE);
// save pic in sdcard
Uri imageUri = Uri.fromFile(getTempImage());
intent.putExtra(MediaStore.EXTRA_OUTPUT, imageUri);
startActivityForResult(intent, TAKE_PHOTO_REQUEST_CODE);
}
});
Button bt_load = (Button) findViewById(R.id.bt_load);
bt_load.setOnClickListener(new View.OnClickListener() {
@Override
public void onClick(View view) {
String assetPath = "pml_demo";
String sdcardPath = Environment.getExternalStorageDirectory()
+ File.separator + assetPath + File.separator + type;
PML.load(sdcardPath);
String modelPath = Environment.getExternalStorageDirectory()
+ File.separator + assetPath +
File.separator + "googlenet_combine" + File.separator + "model";
String paramPath = Environment.getExternalStorageDirectory()
+ File.separator + assetPath +
File.separator + "googlenet_combine" + File.separator + "params";
// PML.loadCombined(modelPath, paramPath);
}
});
Button bt_clear = (Button) findViewById(R.id.bt_clear);
bt_clear.setOnClickListener(new View.OnClickListener() {
@Override
public void onClick(View view) {
PML.clear();
}
});
String assetPath = "pml_demo";
String sdcardPath = Environment.getExternalStorageDirectory()
+ File.separator + assetPath;
copyFilesFromAssets(this, assetPath, sdcardPath);
}
public void copyFilesFromAssets(Context context, String oldPath, String newPath) {
try {
String[] fileNames = context.getAssets().list(oldPath);
if (fileNames.length > 0) {
// directory
File file = new File(newPath);
file.mkdirs();
// copy recursivelyC
for (String fileName : fileNames) {
copyFilesFromAssets(context, oldPath + "/" + fileName,
newPath + "/" + fileName);
}
} else {
// file
InputStream is = context.getAssets().open(oldPath);
FileOutputStream fos = new FileOutputStream(new File(newPath));
byte[] buffer = new byte[1024];
int byteCount;
while ((byteCount = is.read(buffer)) != -1) {
fos.write(buffer, 0, byteCount);
}
fos.flush();
is.close();
fos.close();
}
} catch (Exception e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
}
public File getTempImage() {
if (Environment.getExternalStorageState().equals(
Environment.MEDIA_MOUNTED)) {
File tempFile = new File(Environment.getExternalStorageDirectory(), "temp.jpg");
try {
tempFile.createNewFile();
} catch (IOException e) {
e.printStackTrace();
}
return tempFile;
}
return null;
}
public void onActivityResult(int requestCode, int resultCode, Intent data) {
super.onActivityResult(requestCode, resultCode, data);
switch (requestCode) {
case TAKE_PHOTO_REQUEST_CODE:
if (resultCode == RESULT_OK) {
DetectionTask detectionTask = new DetectionTask();
detectionTask.execute(getTempImage().getPath());
}
break;
default:
break;
}
}
/**
* draw rect on imageView
*
* @param bitmap
* @param predicted
* @param viewWidth
* @param viewHeight
*/
private void drawRect(Bitmap bitmap, float[] predicted, int viewWidth, int viewHeight) {
Canvas canvas = new Canvas(bitmap);
canvas.drawBitmap(bitmap, 0, 0, null);
if (type == googlenet) {
Paint paint = new Paint();
paint.setColor(Color.RED);
paint.setStyle(Paint.Style.STROKE);
paint.setStrokeWidth(3.0f);
float x1 = 0;
float x2 = 0;
float y1 = 0;
float y2 = 0;
// the googlenet result sequence is (left top right top bottom)
x1 = (predicted[0] * viewWidth / 224);
y1 = (predicted[1] * viewHeight / 224);
x2 = (predicted[2] * viewWidth / 224);
y2 = (predicted[3] * viewHeight / 224);
canvas.drawRect(x1, y1, x2, y2, paint);
}
imageView.setImageBitmap(bitmap);
}
float getMaxIndex(float[] predicted) {
float max = 0;
int index = 0;
for (int i = 0; i < predicted.length; i++) {
if (predicted[i] > max) {
max = predicted[i];
index = i;
}
}
return index;
}
public float[] getScaledMatrix(Bitmap bitmap, int desWidth,
int desHeight) {
float[] dataBuf = new float[3 * desWidth * desHeight];
int rIndex;
int gIndex;
int bIndex;
int[] pixels = new int[desWidth * desHeight];
Bitmap bm = Bitmap.createScaledBitmap(bitmap, desWidth, desHeight, false);
bm.getPixels(pixels, 0, desWidth, 0, 0, desWidth, desHeight);
int j = 0;
int k = 0;
for (int i = 0; i < pixels.length; i ++) {
int clr = pixels[i];
j = i / desHeight;
k = i % desWidth;
rIndex = j * desWidth + k;
gIndex = rIndex + desHeight * desWidth;
bIndex = gIndex + desHeight * desWidth;
dataBuf[rIndex] = (float)((clr & 0x00ff0000)>> 16) -148;
dataBuf[gIndex] = (float)((clr & 0x0000ff00)>> 8) - 148;
dataBuf[bIndex] = (float)((clr & 0x000000ff)) -148;
}
if (bm.isRecycled()) {
bm.recycle();
}
return dataBuf;
}
/**
* check whether sdcard is mounted
*
* @return
*/
public boolean isHasSdCard() {
if (Environment.getExternalStorageState().equals(
Environment.MEDIA_MOUNTED)) {
return true;
} else {
return false;
}
}
public void dumpData(float[] results, String filename) {
try {
File writename = new File(filename);
writename.createNewFile();
BufferedWriter out = new BufferedWriter(new FileWriter(writename));
for (float result : results) {
out.write(result + " ");
}
out.flush();
out.close();
} catch (IOException e) {
e.printStackTrace();
}
}
/**
* scale bitmap in case of OOM
*
* @param ctx
* @param filePath
* @return
*/
public Bitmap getScaleBitmap(Context ctx, String filePath) {
BitmapFactory.Options opt = new BitmapFactory.Options();
opt.inJustDecodeBounds = true;
BitmapFactory.decodeFile(filePath, opt);
int bmpWidth = opt.outWidth;
int bmpHeight = opt.outHeight;
int maxSize = 500;
opt.inSampleSize = 1;
while (true) {
if (bmpWidth / opt.inSampleSize < maxSize || bmpHeight / opt.inSampleSize < maxSize) {
break;
}
opt.inSampleSize *= 2;
}
opt.inJustDecodeBounds = false;
Bitmap bmp = BitmapFactory.decodeFile(filePath, opt);
return bmp;
}
@Override
public void onBackPressed() {
super.onBackPressed();
Log.d("pml", "pml clear");
// clear pml
PML.clear();
}
class DetectionTask extends AsyncTask<String, Void, float[]> {
private long time;
public DetectionTask() {
super();
}
@Override
protected void onPreExecute() {
super.onPreExecute();
if (type == googlenet) {
inputSize = 224;
}
}
@Override
protected void onPostExecute(float[] result) {
super.onPostExecute(result);
try {
Bitmap src = Bitmap.createScaledBitmap(bmp, imageView.getWidth(),
imageView.getHeight(), false);
drawRect(src, result, imageView.getWidth(), imageView.getHeight());
tvSpeed.setText("detection cost：" + time + "ms");
} catch (Exception e) {
e.printStackTrace();
}
}
@Override
protected void onProgressUpdate(Void... values) {
super.onProgressUpdate(values);
}
@Override
protected void onCancelled() {
super.onCancelled();
}
@Override
protected float[] doInBackground(String... strings) {
bmp = getScaleBitmap(mContext, strings[0]);
float[] inputData = getScaledMatrix(bmp, inputSize, inputSize);
float[] result = null;
try {
long start = System.currentTimeMillis();
result = PML.predictImage(inputData, ddims);
long end = System.currentTimeMillis();
time = end - start;
} catch (Exception e) {
e.printStackTrace();
}
return result;
}
}
}
demo/android/PaddleMobile_Android/app/src/main/java/com/baidu/paddle/PML.java 0 → 100644
浏览文件 @ 708d5704
package com.baidu.paddle;
public class PML {
/**
* Load seperated parameters
* @param modelDir
* @return
*/
public static native boolean load(String modelDir);
/**
* Load combined parameters
* @param modelPath
* @param paramPath
* @return
*/
public static native boolean loadCombined(String modelPath,String paramPath);
/**
* object detection
*
* @param buf
* @return
*/
public static native float[] predictImage(float[] buf, int[]ddims);
/**
*
* @param buf yuv420格式的字节数组
* @param imgWidth yuv数据的宽
* @param imgHeight yuv数据的高
* @param ddims 输入数据的形状
* @param meanValues 模型训练时各通道的均值
* @return
*/
public static native float[] predictYuv(byte[] buf, int imgWidth, int imgHeight, int[] ddims, float[]meanValues);
public static native void clear();
}
demo/android/PaddleMobile_Android/app/src/main/res/drawable/ic_launcher_background.xml 0 → 100644
浏览文件 @ 708d5704
<?xml version="1.0" encoding="utf-8"?>
<vector xmlns:android="http://schemas.android.com/apk/res/android"
android:width="108dp"
android:height="108dp"
android:viewportHeight="108"
android:viewportWidth="108">
<path
android:fillColor="#26A69A"
android:pathData="M0,0h108v108h-108z" />
<path
android:fillColor="#00000000"
android:pathData="M9,0L9,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,0L19,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M29,0L29,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M39,0L39,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M49,0L49,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M59,0L59,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M69,0L69,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M79,0L79,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M89,0L89,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M99,0L99,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,9L108,9"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,19L108,19"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,29L108,29"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,39L108,39"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,49L108,49"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,59L108,59"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,69L108,69"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,79L108,79"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,89L108,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,99L108,99"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,29L89,29"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,39L89,39"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,49L89,49"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,59L89,59"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,69L89,69"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,79L89,79"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M29,19L29,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M39,19L39,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M49,19L49,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M59,19L59,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M69,19L69,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M79,19L79,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
</vector>
demo/android/PaddleMobile_Android/app/src/main/res/layout/main_activity.xml 0 → 100644
浏览文件 @ 708d5704
<?xml version="1.0" encoding="utf-8"?>
<RelativeLayout xmlns:android="http://schemas.android.com/apk/res/android"
android:orientation="vertical" android:layout_width="match_parent"
android:layout_height="match_parent">
<LinearLayout
android:id="@+id/ll_bottom"
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:orientation="horizontal"
android:layout_alignParentBottom="true"
android:background="@android:color/background_light">
<TextView
android:id="@+id/tv_speed"
android:layout_width="match_parent"
android:layout_weight="1"
android:layout_height="wrap_content"
android:textColor="@android:color/background_dark"
android:text="@string/time_cost"/>
<Button
android:id="@+id/button"
android:layout_width="match_parent"
android:layout_height="50dp"
android:text="take photo"
android:layout_weight="1"
/>
</LinearLayout>
<LinearLayout
android:id="@+id/ll_test"
android:layout_above="@id/ll_bottom"
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:orientation="horizontal">
<Button
android:id="@+id/bt_load"
android:layout_width="0dp"
android:layout_height="wrap_content"
android:layout_weight="1"
android:text="load"/>
<Button
android:layout_width="0dp"
android:layout_height="wrap_content"
android:id="@+id/bt_clear"
android:layout_weight="1"
android:text="clear"/>
</LinearLayout>
<ImageView
android:id="@+id/imageView"
android:layout_width="match_parent"
android:layout_height="match_parent"
android:scaleType="centerInside"
android:layout_above="@id/ll_test"
android:background="@android:color/background_light"/>
</RelativeLayout>
\ No newline at end of file
demo/android/PaddleMobile_Android/app/src/main/res/values/colors.xml 0 → 100644
浏览文件 @ 708d5704
<?xml version="1.0" encoding="utf-8"?>
<resources>
<color name="colorPrimary">#3F51B5</color>
<color name="colorPrimaryDark">#303F9F</color>
<color name="colorAccent">#FF4081</color>
</resources>
demo/android/PaddleMobile_Android/app/src/main/res/values/strings.xml 0 → 100644
浏览文件 @ 708d5704
<resources>
<string name="app_name">PaddleMobile_Android</string>
<string name="sdcard_not_available">sdcard not available</string>
<string name="time_cost">detection cost:</string>
</resources>
demo/android/PaddleMobile_Android/app/src/main/res/values/styles.xml 0 → 100644
浏览文件 @ 708d5704
<resources>
<!-- Base application theme. -->
<style name="AppTheme" parent="Theme.AppCompat.Light.DarkActionBar">
<!-- Customize your theme here. -->
<item name="colorPrimary">@color/colorPrimary</item>
<item name="colorPrimaryDark">@color/colorPrimaryDark</item>
<item name="colorAccent">@color/colorAccent</item>
</style>
</resources>
demo/android/PaddleMobile_Android/build.gradle 0 → 100644
浏览文件 @ 708d5704
// Top-level build file where you can add configuration options common to all sub-projects/modules.
buildscript {
repositories {
google()
jcenter()
}
dependencies {
classpath 'com.android.tools.build:gradle:3.1.3'
// NOTE: Do not place your application dependencies here; they belong
// in the individual module build.gradle files
}
}
allprojects {
repositories {
google()
jcenter()
}
}
task clean(type: Delete) {
delete rootProject.buildDir
}
demo/android/PaddleMobile_Android/gradle.properties 0 → 100644
浏览文件 @ 708d5704
# Project-wide Gradle settings.
# IDE (e.g. Android Studio) users:
# Gradle settings configured through the IDE *will override*
# any settings specified in this file.
# For more details on how to configure your build environment visit
# http://www.gradle.org/docs/current/userguide/build_environment.html
# Specifies the JVM arguments used for the daemon process.
# The setting is particularly useful for tweaking memory settings.
org.gradle.jvmargs=-Xmx1536m
android.injected.testOnly=false
# When configured, Gradle will run in incubating parallel mode.
# This option should only be used with decoupled projects. More details, visit
# http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects
# org.gradle.parallel=true
demo/android/PaddleMobile_Android/gradle/wrapper/gradle-wrapper.properties 0 → 100644
浏览文件 @ 708d5704
#Mon Jul 02 13:58:58 CST 2018
distributionBase=GRADLE_USER_HOME
distributionPath=wrapper/dists
zipStoreBase=GRADLE_USER_HOME
zipStorePath=wrapper/dists
distributionUrl=https\://services.gradle.org/distributions/gradle-4.4-all.zip
demo/android/PaddleMobile_Android/gradlew 0 → 100755
浏览文件 @ 708d5704
#!/usr/bin/env bash
##############################################################################
##
## Gradle start up script for UN*X
##
##############################################################################
# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
DEFAULT_JVM_OPTS=""
APP_NAME="Gradle"
APP_BASE_NAME=`basename "$0"`
# Use the maximum available, or set MAX_FD != -1 to use that value.
MAX_FD="maximum"
warn ( ) {
echo "$*"
}
die ( ) {
echo
echo "$*"
echo
exit 1
}
# OS specific support (must be 'true' or 'false').
cygwin=false
msys=false
darwin=false
case "`uname`" in
CYGWIN* )
cygwin=true
;;
Darwin* )
darwin=true
;;
MINGW* )
msys=true
;;
esac
# Attempt to set APP_HOME
# Resolve links: $0 may be a link
PRG="$0"
# Need this for relative symlinks.
while [ -h "$PRG" ] ; do
ls=`ls -ld "$PRG"`
link=`expr "$ls" : '.*-> \(.*\)$'`
if expr "$link" : '/.*' > /dev/null; then
PRG="$link"
else
PRG=`dirname "$PRG"`"/$link"
fi
done
SAVED="`pwd`"
cd "`dirname \"$PRG\"`/" >/dev/null
APP_HOME="`pwd -P`"
cd "$SAVED" >/dev/null
CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar
# Determine the Java command to use to start the JVM.
if [ -n "$JAVA_HOME" ] ; then
if [ -x "$JAVA_HOME/jre/sh/java" ] ; then
# IBM's JDK on AIX uses strange locations for the executables
JAVACMD="$JAVA_HOME/jre/sh/java"
else
JAVACMD="$JAVA_HOME/bin/java"
fi
if [ ! -x "$JAVACMD" ] ; then
die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME
Please set the JAVA_HOME variable in your environment to match the
location of your Java installation."
fi
else
JAVACMD="java"
which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
Please set the JAVA_HOME variable in your environment to match the
location of your Java installation."
fi
# Increase the maximum file descriptors if we can.
if [ "$cygwin" = "false" -a "$darwin" = "false" ] ; then
MAX_FD_LIMIT=`ulimit -H -n`
if [ $? -eq 0 ] ; then
if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then
MAX_FD="$MAX_FD_LIMIT"
fi
ulimit -n $MAX_FD
if [ $? -ne 0 ] ; then
warn "Could not set maximum file descriptor limit: $MAX_FD"
fi
else
warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT"
fi
fi
# For Darwin, add options to specify how the application appears in the dock
if $darwin; then
GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\""
fi
# For Cygwin, switch paths to Windows format before running java
if $cygwin ; then
APP_HOME=`cygpath --path --mixed "$APP_HOME"`
CLASSPATH=`cygpath --path --mixed "$CLASSPATH"`
JAVACMD=`cygpath --unix "$JAVACMD"`
# We build the pattern for arguments to be converted via cygpath
ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null`
SEP=""
for dir in $ROOTDIRSRAW ; do
ROOTDIRS="$ROOTDIRS$SEP$dir"
SEP="|"
done
OURCYGPATTERN="(^($ROOTDIRS))"
# Add a user-defined pattern to the cygpath arguments
if [ "$GRADLE_CYGPATTERN" != "" ] ; then
OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)"
fi
# Now convert the arguments - kludge to limit ourselves to /bin/sh
i=0
for arg in "$@" ; do
CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -`
CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option
if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition
eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"`
else
eval `echo args$i`="\"$arg\""
fi
i=$((i+1))
done
case $i in
(0) set -- ;;
(1) set -- "$args0" ;;
(2) set -- "$args0" "$args1" ;;
(3) set -- "$args0" "$args1" "$args2" ;;
(4) set -- "$args0" "$args1" "$args2" "$args3" ;;
(5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;;
(6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;;
(7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;;
(8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;;
(9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;;
esac
fi
# Split up the JVM_OPTS And GRADLE_OPTS values into an array, following the shell quoting and substitution rules
function splitJvmOpts() {
JVM_OPTS=("$@")
}
eval splitJvmOpts $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS
JVM_OPTS[${#JVM_OPTS[*]}]="-Dorg.gradle.appname=$APP_BASE_NAME"
exec "$JAVACMD" "${JVM_OPTS[@]}" -classpath "$CLASSPATH" org.gradle.wrapper.GradleWrapperMain "$@"
demo/android/PaddleMobile_Android/gradlew.bat 0 → 100644
浏览文件 @ 708d5704
@if "%DEBUG%" == "" @echo off
@rem ##########################################################################
@rem
@rem Gradle startup script for Windows
@rem
@rem ##########################################################################
@rem Set local scope for the variables with windows NT shell
if "%OS%"=="Windows_NT" setlocal
@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
set DEFAULT_JVM_OPTS=
set DIRNAME=%~dp0
if "%DIRNAME%" == "" set DIRNAME=.
set APP_BASE_NAME=%~n0
set APP_HOME=%DIRNAME%
@rem Find java.exe
if defined JAVA_HOME goto findJavaFromJavaHome
set JAVA_EXE=java.exe
%JAVA_EXE% -version >NUL 2>&1
if "%ERRORLEVEL%" == "0" goto init
echo.
echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.
goto fail
:findJavaFromJavaHome
set JAVA_HOME=%JAVA_HOME:"=%
set JAVA_EXE=%JAVA_HOME%/bin/java.exe
if exist "%JAVA_EXE%" goto init
echo.
echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME%
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.
goto fail
:init
@rem Get command-line arguments, handling Windowz variants
if not "%OS%" == "Windows_NT" goto win9xME_args
if "%@eval[2+2]" == "4" goto 4NT_args
:win9xME_args
@rem Slurp the command line arguments.
set CMD_LINE_ARGS=
set _SKIP=2
:win9xME_args_slurp
if "x%~1" == "x" goto execute
set CMD_LINE_ARGS=%*
goto execute
:4NT_args
@rem Get arguments from the 4NT Shell from JP Software
set CMD_LINE_ARGS=%$
:execute
@rem Setup the command line
set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar
@rem Execute Gradle
"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %CMD_LINE_ARGS%
:end
@rem End local scope for the variables with windows NT shell
if "%ERRORLEVEL%"=="0" goto mainEnd
:fail
rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of
rem the _cmd.exe /c_ return code!
if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1
exit /b 1
:mainEnd
if "%OS%"=="Windows_NT" endlocal
:omega
ios/PaddleMobileDemo/PaddleMobileDemo.xcodeproj/project.pbxproj → demo/ios/PaddleMobileDemo/PaddleMobileDemo.xcodeproj/project.pbxproj
浏览文件 @ 708d5704
......@@ -7,80 +7,123 @@
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FC12E93320EB6B2800807EF4 /* AppDelegate.m in Sources */ = {isa = PBXBuildFile; fileRef = FC12E93220EB6B2800807EF4 /* AppDelegate.m */; };
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FC51640220EF758D00636C28 /* model in Resources */ = {isa = PBXBuildFile; fileRef = FC51640020EF758D00636C28 /* model */; };
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FC086BCB20E783AF00D85EF7 /* ViewController.m */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.objc; path = ViewController.m; sourceTree = "<group>"; };
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FC086BD320E783B100D85EF7 /* Base */ = {isa = PBXFileReference; lastKnownFileType = file.storyboard; name = Base; path = Base.lproj/LaunchScreen.storyboard; sourceTree = "<group>"; };
FC086BD520E783B100D85EF7 /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist.xml; path = Info.plist; sourceTree = "<group>"; };
FC086BD620E783B100D85EF7 /* main.m */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.objc; path = main.m; sourceTree = "<group>"; };
FC12E92E20EB6B2800807EF4 /* PaddleMobileDemo.app */ = {isa = PBXFileReference; explicitFileType = wrapper.application; includeInIndex = 0; path = PaddleMobileDemo.app; sourceTree = BUILT_PRODUCTS_DIR; };
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FC12E93520EB6B2800807EF4 /* ViewController.m */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.objc; path = ViewController.m; sourceTree = "<group>"; };
FC12E93820EB6B2800807EF4 /* Base */ = {isa = PBXFileReference; lastKnownFileType = file.storyboard; name = Base; path = Base.lproj/Main.storyboard; sourceTree = "<group>"; };
FC12E93A20EB6B2900807EF4 /* Assets.xcassets */ = {isa = PBXFileReference; lastKnownFileType = folder.assetcatalog; path = Assets.xcassets; sourceTree = "<group>"; };
FC12E93D20EB6B2900807EF4 /* Base */ = {isa = PBXFileReference; lastKnownFileType = file.storyboard; name = Base; path = Base.lproj/LaunchScreen.storyboard; sourceTree = "<group>"; };
FC12E93F20EB6B2900807EF4 /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist.xml; path = Info.plist; sourceTree = "<group>"; };
FC12E94020EB6B2900807EF4 /* main.m */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.objc; path = main.m; sourceTree = "<group>"; };
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FC12E94920EB6B6800807EF4 /* PaddleMobile.h */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.c.h; path = PaddleMobile.h; sourceTree = "<group>"; };
FC12E94C20EB6BBB00807EF4 /* libstdc++.tbd */ = {isa = PBXFileReference; lastKnownFileType = "sourcecode.text-based-dylib-definition"; name = "libstdc++.tbd"; path = "usr/lib/libstdc++.tbd"; sourceTree = SDKROOT; };
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FC5163FF20EF758D00636C28 /* params */ = {isa = PBXFileReference; lastKnownFileType = file; path = params; sourceTree = "<group>"; };
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files = (
FC12E94D20EB6BBB00807EF4 /* libstdc++.tbd in Frameworks */,
FC12E94A20EB6B6800807EF4 /* libpaddle-mobile.a in Frameworks */,
);
runOnlyForDeploymentPostprocessing = 0;
};
/* End PBXFrameworksBuildPhase section */
/* Begin PBXGroup section */
FC086BBB20E783AF00D85EF7 = {
FC12E92520EB6B2800807EF4 = {
isa = PBXGroup;
children = (
FC086BC620E783AF00D85EF7 /* PaddleMobileDemo */,
FC086BC520E783AF00D85EF7 /* Products */,
FC12E93020EB6B2800807EF4 /* PaddleMobileDemo */,
FC12E92F20EB6B2800807EF4 /* Products */,
FC12E94B20EB6BBB00807EF4 /* Frameworks */,
);
sourceTree = "<group>";
};
FC086BC520E783AF00D85EF7 /* Products */ = {
FC12E92F20EB6B2800807EF4 /* Products */ = {
isa = PBXGroup;
children = (
FC086BC420E783AF00D85EF7 /* PaddleMobileDemo.app */,
FC12E92E20EB6B2800807EF4 /* PaddleMobileDemo.app */,
);
name = Products;
sourceTree = "<group>";
};
FC086BC620E783AF00D85EF7 /* PaddleMobileDemo */ = {
FC12E93020EB6B2800807EF4 /* PaddleMobileDemo */ = {
isa = PBXGroup;
children = (
FC086BC720E783AF00D85EF7 /* AppDelegate.h */,
FC086BC820E783AF00D85EF7 /* AppDelegate.m */,
FC086BCA20E783AF00D85EF7 /* ViewController.h */,
FC086BCB20E783AF00D85EF7 /* ViewController.m */,
FC086BCD20E783AF00D85EF7 /* Main.storyboard */,
FC086BD020E783B100D85EF7 /* Assets.xcassets */,
FC086BD220E783B100D85EF7 /* LaunchScreen.storyboard */,
FC086BD520E783B100D85EF7 /* Info.plist */,
FC086BD620E783B100D85EF7 /* main.m */,
FC12E94720EB6B6800807EF4 /* PaddleMobile */,
FC5163FE20EF758D00636C28 /* googlenet_combine */,
FC12E95320EB6C0D00807EF4 /* apple.jpg */,
FC12E93120EB6B2800807EF4 /* AppDelegate.h */,
FC12E93220EB6B2800807EF4 /* AppDelegate.m */,
FC12E93420EB6B2800807EF4 /* ViewController.h */,
FC12E93520EB6B2800807EF4 /* ViewController.m */,
FC12E93720EB6B2800807EF4 /* Main.storyboard */,
FC12E93A20EB6B2900807EF4 /* Assets.xcassets */,
FC12E93C20EB6B2900807EF4 /* LaunchScreen.storyboard */,
FC12E93F20EB6B2900807EF4 /* Info.plist */,
FC12E94020EB6B2900807EF4 /* main.m */,
);
path = PaddleMobileDemo;
sourceTree = "<group>";
};
FC12E94720EB6B6800807EF4 /* PaddleMobile */ = {
isa = PBXGroup;
children = (
FC12E94820EB6B6800807EF4 /* libpaddle-mobile.a */,
FC12E94920EB6B6800807EF4 /* PaddleMobile.h */,
);
path = PaddleMobile;
sourceTree = "<group>";
};
FC12E94B20EB6BBB00807EF4 /* Frameworks */ = {
isa = PBXGroup;
children = (
FC12E94C20EB6BBB00807EF4 /* libstdc++.tbd */,
);
name = Frameworks;
sourceTree = "<group>";
};
FC5163FE20EF758D00636C28 /* googlenet_combine */ = {
isa = PBXGroup;
children = (
FC5163FF20EF758D00636C28 /* params */,
FC51640020EF758D00636C28 /* model */,
);
path = googlenet_combine;
sourceTree = "<group>";
};
/* End PBXGroup section */
/* Begin PBXNativeTarget section */
FC086BC320E783AF00D85EF7 /* PaddleMobileDemo */ = {
FC12E92D20EB6B2800807EF4 /* PaddleMobileDemo */ = {
isa = PBXNativeTarget;
buildConfigurationList = FC086BDA20E783B100D85EF7 /* Build configuration list for PBXNativeTarget "PaddleMobileDemo" */;
buildConfigurationList = FC12E94420EB6B2900807EF4 /* Build configuration list for PBXNativeTarget "PaddleMobileDemo" */;
buildPhases = (
FC086BC020E783AF00D85EF7 /* Sources */,
FC086BC120E783AF00D85EF7 /* Frameworks */,
FC086BC220E783AF00D85EF7 /* Resources */,
FC12E92A20EB6B2800807EF4 /* Sources */,
FC12E92B20EB6B2800807EF4 /* Frameworks */,
FC12E92C20EB6B2800807EF4 /* Resources */,
);
buildRules = (
);
......@@ -88,24 +131,24 @@
);
name = PaddleMobileDemo;
productName = PaddleMobileDemo;
productReference = FC086BC420E783AF00D85EF7 /* PaddleMobileDemo.app */;
productReference = FC12E92E20EB6B2800807EF4 /* PaddleMobileDemo.app */;
productType = "com.apple.product-type.application";
};
/* End PBXNativeTarget section */
/* Begin PBXProject section */
FC086BBC20E783AF00D85EF7 /* Project object */ = {
FC12E92620EB6B2800807EF4 /* Project object */ = {
isa = PBXProject;
attributes = {
LastUpgradeCheck = 0930;
LastUpgradeCheck = 0940;
ORGANIZATIONNAME = orange;
TargetAttributes = {
FC086BC320E783AF00D85EF7 = {
CreatedOnToolsVersion = 9.3.1;
FC12E92D20EB6B2800807EF4 = {
CreatedOnToolsVersion = 9.4.1;
};
};
};
buildConfigurationList = FC086BBF20E783AF00D85EF7 /* Build configuration list for PBXProject "PaddleMobileDemo" */;
buildConfigurationList = FC12E92920EB6B2800807EF4 /* Build configuration list for PBXProject "PaddleMobileDemo" */;
compatibilityVersion = "Xcode 9.3";
developmentRegion = en;
hasScannedForEncodings = 0;
......@@ -113,55 +156,58 @@
en,
Base,
);
mainGroup = FC086BBB20E783AF00D85EF7;
productRefGroup = FC086BC520E783AF00D85EF7 /* Products */;
mainGroup = FC12E92520EB6B2800807EF4;
productRefGroup = FC12E92F20EB6B2800807EF4 /* Products */;
projectDirPath = "";
projectRoot = "";
targets = (
FC086BC320E783AF00D85EF7 /* PaddleMobileDemo */,
FC12E92D20EB6B2800807EF4 /* PaddleMobileDemo */,
);
};
/* End PBXProject section */
/* Begin PBXResourcesBuildPhase section */
FC086BC220E783AF00D85EF7 /* Resources */ = {
FC12E92C20EB6B2800807EF4 /* Resources */ = {
isa = PBXResourcesBuildPhase;
buildActionMask = 2147483647;
files = (
FC086BD420E783B100D85EF7 /* LaunchScreen.storyboard in Resources */,
FC086BD120E783B100D85EF7 /* Assets.xcassets in Resources */,
FC086BCF20E783AF00D85EF7 /* Main.storyboard in Resources */,
FC51640220EF758D00636C28 /* model in Resources */,
FC51640120EF758D00636C28 /* params in Resources */,
FC12E93E20EB6B2900807EF4 /* LaunchScreen.storyboard in Resources */,
FC12E93B20EB6B2900807EF4 /* Assets.xcassets in Resources */,
FC12E95420EB6C0D00807EF4 /* apple.jpg in Resources */,
FC12E93920EB6B2800807EF4 /* Main.storyboard in Resources */,
);
runOnlyForDeploymentPostprocessing = 0;
};
/* End PBXResourcesBuildPhase section */
/* Begin PBXSourcesBuildPhase section */
FC086BC020E783AF00D85EF7 /* Sources */ = {
FC12E92A20EB6B2800807EF4 /* Sources */ = {
isa = PBXSourcesBuildPhase;
buildActionMask = 2147483647;
files = (
FC086BCC20E783AF00D85EF7 /* ViewController.m in Sources */,
FC086BD720E783B100D85EF7 /* main.m in Sources */,
FC086BC920E783AF00D85EF7 /* AppDelegate.m in Sources */,
FC12E93620EB6B2800807EF4 /* ViewController.m in Sources */,
FC12E94120EB6B2900807EF4 /* main.m in Sources */,
FC12E93320EB6B2800807EF4 /* AppDelegate.m in Sources */,
);
runOnlyForDeploymentPostprocessing = 0;
};
/* End PBXSourcesBuildPhase section */
/* Begin PBXVariantGroup section */
FC086BCD20E783AF00D85EF7 /* Main.storyboard */ = {
FC12E93720EB6B2800807EF4 /* Main.storyboard */ = {
isa = PBXVariantGroup;
children = (
FC086BCE20E783AF00D85EF7 /* Base */,
FC12E93820EB6B2800807EF4 /* Base */,
);
name = Main.storyboard;
sourceTree = "<group>";
};
FC086BD220E783B100D85EF7 /* LaunchScreen.storyboard */ = {
FC12E93C20EB6B2900807EF4 /* LaunchScreen.storyboard */ = {
isa = PBXVariantGroup;
children = (
FC086BD320E783B100D85EF7 /* Base */,
FC12E93D20EB6B2900807EF4 /* Base */,
);
name = LaunchScreen.storyboard;
sourceTree = "<group>";
......@@ -169,7 +215,7 @@
/* End PBXVariantGroup section */
/* Begin XCBuildConfiguration section */
FC086BD820E783B100D85EF7 /* Debug */ = {
FC12E94220EB6B2900807EF4 /* Debug */ = {
isa = XCBuildConfiguration;
buildSettings = {
ALWAYS_SEARCH_USER_PATHS = NO;
......@@ -220,14 +266,14 @@
GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE;
GCC_WARN_UNUSED_FUNCTION = YES;
GCC_WARN_UNUSED_VARIABLE = YES;
IPHONEOS_DEPLOYMENT_TARGET = 11.3;
IPHONEOS_DEPLOYMENT_TARGET = 11.4;
MTL_ENABLE_DEBUG_INFO = YES;
ONLY_ACTIVE_ARCH = YES;
SDKROOT = iphoneos;
};
name = Debug;
};
FC086BD920E783B100D85EF7 /* Release */ = {
FC12E94320EB6B2900807EF4 /* Release */ = {
isa = XCBuildConfiguration;
buildSettings = {
ALWAYS_SEARCH_USER_PATHS = NO;
......@@ -272,41 +318,53 @@
GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE;
GCC_WARN_UNUSED_FUNCTION = YES;
GCC_WARN_UNUSED_VARIABLE = YES;
IPHONEOS_DEPLOYMENT_TARGET = 11.3;
IPHONEOS_DEPLOYMENT_TARGET = 11.4;
MTL_ENABLE_DEBUG_INFO = NO;
SDKROOT = iphoneos;
VALIDATE_PRODUCT = YES;
};
name = Release;
};
FC086BDB20E783B100D85EF7 /* Debug */ = {
FC12E94520EB6B2900807EF4 /* Debug */ = {
isa = XCBuildConfiguration;
buildSettings = {
ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon;
CODE_SIGN_STYLE = Automatic;
DEVELOPMENT_TEAM = Z5M2UUN5YV;
ENABLE_BITCODE = NO;
INFOPLIST_FILE = PaddleMobileDemo/Info.plist;
IPHONEOS_DEPLOYMENT_TARGET = 10.0;
LD_RUNPATH_SEARCH_PATHS = (
"$(inherited)",
"@executable_path/Frameworks",
);
LIBRARY_SEARCH_PATHS = (
"$(inherited)",
"$(PROJECT_DIR)/PaddleMobileDemo/PaddleMobile",
);
PRODUCT_BUNDLE_IDENTIFIER = orange.PaddleMobileDemo;
PRODUCT_NAME = "$(TARGET_NAME)";
TARGETED_DEVICE_FAMILY = "1,2";
};
name = Debug;
};
FC086BDC20E783B100D85EF7 /* Release */ = {
FC12E94620EB6B2900807EF4 /* Release */ = {
isa = XCBuildConfiguration;
buildSettings = {
ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon;
CODE_SIGN_STYLE = Automatic;
DEVELOPMENT_TEAM = Z5M2UUN5YV;
ENABLE_BITCODE = NO;
INFOPLIST_FILE = PaddleMobileDemo/Info.plist;
IPHONEOS_DEPLOYMENT_TARGET = 10.0;
LD_RUNPATH_SEARCH_PATHS = (
"$(inherited)",
"@executable_path/Frameworks",
);
LIBRARY_SEARCH_PATHS = (
"$(inherited)",
"$(PROJECT_DIR)/PaddleMobileDemo/PaddleMobile",
);
PRODUCT_BUNDLE_IDENTIFIER = orange.PaddleMobileDemo;
PRODUCT_NAME = "$(TARGET_NAME)";
TARGETED_DEVICE_FAMILY = "1,2";
......@@ -316,25 +374,25 @@
/* End XCBuildConfiguration section */
/* Begin XCConfigurationList section */
FC086BBF20E783AF00D85EF7 /* Build configuration list for PBXProject "PaddleMobileDemo" */ = {
FC12E92920EB6B2800807EF4 /* Build configuration list for PBXProject "PaddleMobileDemo" */ = {
isa = XCConfigurationList;
buildConfigurations = (
FC086BD820E783B100D85EF7 /* Debug */,
FC086BD920E783B100D85EF7 /* Release */,
FC12E94220EB6B2900807EF4 /* Debug */,
FC12E94320EB6B2900807EF4 /* Release */,
);
defaultConfigurationIsVisible = 0;
defaultConfigurationName = Release;
};
FC086BDA20E783B100D85EF7 /* Build configuration list for PBXNativeTarget "PaddleMobileDemo" */ = {
FC12E94420EB6B2900807EF4 /* Build configuration list for PBXNativeTarget "PaddleMobileDemo" */ = {
isa = XCConfigurationList;
buildConfigurations = (
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FC086BDC20E783B100D85EF7 /* Release */,
FC12E94520EB6B2900807EF4 /* Debug */,
FC12E94620EB6B2900807EF4 /* Release */,
);
defaultConfigurationIsVisible = 0;
defaultConfigurationName = Release;
};
/* End XCConfigurationList section */
};
rootObject = FC086BBC20E783AF00D85EF7 /* Project object */;
rootObject = FC12E92620EB6B2800807EF4 /* Project object */;
}
demo/ios/PaddleMobileDemo/PaddleMobileDemo/AppDelegate.h 0 → 100644
浏览文件 @ 708d5704
/* Copyright (c) 2018 PaddlePaddle Authors. 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. */
#import <UIKit/UIKit.h>
@interface AppDelegate : UIResponder <UIApplicationDelegate>
@property (strong, nonatomic) UIWindow *window;
@end
ios/PaddleMobileDemo/PaddleMobileDemo/AppDelegate.m → demo/ios/PaddleMobileDemo/PaddleMobileDemo/AppDelegate.m
浏览文件 @ 708d5704
/* Copyright (c) 2018 PaddlePaddle Authors. 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
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. */
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. */
#import "AppDelegate.h"
......
ios/PaddleMobile/PaddleMobile/PaddleMobile.h → demo/ios/PaddleMobileDemo/PaddleMobileDemo/PaddleMobile/PaddleMobile.h
浏览文件 @ 708d5704
......@@ -12,15 +12,41 @@
See the License for the specific language governing permissions and
limitations under the License. */
#pragma once
#import <CoreImage/CoreImage.h>
#import <Foundation/Foundation.h>
@interface PaddleMobile : NSObject
+ (instancetype)sharedInstance;
/*
创建对象
*/
- (instancetype)init;
/*
load 模型, 开辟内存
*/
- (BOOL)load:(NSString *)modelPath andWeightsPath:(NSString *)weighsPath;
- (NSArray *)predict:(CGImageRef)image means:(NSArray<NSNumber *> *)means scale:(float)scale;
- (NSArray *)predict:(CGImageRef)image;
/*
加载散开形式的模型, 需传入模型的目录
*/
- (BOOL)load:(NSString *)modelAndWeightPath;
/*
进行预测, means 和 scale 为训练模型时的预处理参数, 如训练时没有做这些预处理则直接使用 predict
*/
- (NSArray *)predict:(CGImageRef)image dim:(NSArray<NSNumber *> *)dim means:(NSArray<NSNumber *> *)means scale:(float)scale;
/*
进行预测
*/
- (NSArray *)predict:(CGImageRef)image dim:(NSArray<NSNumber *> *)dim;
/*
清理内存
*/
- (void)clear;
@end
demo/ios/PaddleMobileDemo/PaddleMobileDemo/ViewController.h 0 → 100644
浏览文件 @ 708d5704
/* Copyright (c) 2018 PaddlePaddle Authors. 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. */
#import <UIKit/UIKit.h>
@interface ViewController : UIViewController
@end
demo/ios/PaddleMobileDemo/PaddleMobileDemo/ViewController.m 0 → 100644
浏览文件 @ 708d5704
/* Copyright (c) 2018 PaddlePaddle Authors. 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. */
#import "PaddleMobile.h"
#import "ViewController.h"
@interface ViewController ()
@end
@implementation ViewController
- (void)viewDidLoad {
[super viewDidLoad];
PaddleMobile *pam = [[PaddleMobile alloc] init];
NSString *modelPath = [[NSBundle mainBundle] pathForResource:@"model" ofType:nil];
NSString *paramPath = [[NSBundle mainBundle] pathForResource:@"params" ofType:nil];
if (modelPath.length == 0 || paramPath.length == 0) {
NSLog(@" need model and param");
return;
}
if ([pam load:modelPath andWeightsPath:paramPath]) {
NSLog(@"load success");
UIImage *inputImage = [UIImage imageNamed:@"apple.jpg"];
if (!inputImage) {
NSLog(@" input image is nil");
return;
}
NSDate *beforeDate = [NSDate date];
NSArray *res = [pam predict:inputImage.CGImage dim:@[@1, @3, @224, @224] means:@[@148, @148, @148] scale:1.0];
NSLog(@"res: %@", res);
NSLog(@"elapsed time: %f", [[NSDate date] timeIntervalSinceDate:beforeDate]);
}
}
@end
ios/PaddleMobileDemo/PaddleMobileDemo/main.m → demo/ios/PaddleMobileDemo/PaddleMobileDemo/main.m
浏览文件 @ 708d5704
/* Copyright (c) 2018 PaddlePaddle Authors. 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
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. */
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. */
#import <UIKit/UIKit.h>
#import "AppDelegate.h"
......
doc/development_doc.md
浏览文件 @ 708d5704
......@@ -4,9 +4,11 @@
## 编译
### 一. 使用 build.sh 编译
```sh
# 在 paddle-mobile 目录下:
cd tools
sh build.sh ios
# 如果只想编译某个特定模型的 op, 则需执行以下命令
......@@ -16,40 +18,33 @@ sh build.sh ios googlenet
cd ../build/release/ios/build
```
#### 常见问题:
### 二. 使用 xcode 编译
我们提供了 ios 开发更为熟悉的 xcode 编译环境:
在 ios/ 目录下打开 PaddleMobile.xcworkspace 即可编译 PaddleMobile 或者 运行 Demo
1. No iOS SDK's found in default search path ...
### 三. 集成
这个问题是因为 tools/ios-cmake/ios.toolchain.cmake 找不到你最近使用的 iOS SDK 路径, 所以需要自己进行指定,
以我当前的环境为例: 在 tools/ios-cmake/ios.toolchain.cmake 143行前添加我本地的 iOS SDK 路径: set(CMAKE_IOS_SDK_ROOT "/Applications/Xcode.app/Contents/Developer/Platforms/iPhoneOS.platform/Developer/SDKs/iPhoneOS.sdk")
#### 如使用 c++ 接口
将
## 集成
```
将上一步生成的:
libpaddle-mobile.a
io.h
program.h
types.h
lod_tensor.h
tensor.h
```
拖入工程, io.h 为接口文件, 可在 [github](https://github.com/PaddlePaddle/paddle-mobile/blob/develop/src/io/io.h)上查看接口注释
#### 如使用 oc 接口
将在xcode 编译生成的
```
libPaddleMobile.a
/src/ios_io/ 下的
PaddleMobile.h
```
拖入工程, 接口如下:
拖入工程
#### oc 接口
接口如下:
```
/*
创建单例对象
创建对象
*/
+ (instancetype)sharedInstance;
- (instancetype)init;
/*
load 模型, 开辟内存
......@@ -59,12 +54,12 @@ PaddleMobile.h
/*
进行预测, means 和 scale 为训练模型时的预处理参数, 如训练时没有做这些预处理则直接使用 predict
*/
- (NSArray *)predict:(CGImageRef)image means:(NSArray<NSNumber *> *)means scale:(float)scale;
- (NSArray *)predict:(CGImageRef)image dim:(NSArray<NSNumber *> *)dim means:(NSArray<NSNumber *> *)means scale:(float)scale;
/*
进行预测
*/
- (NSArray *)predict:(CGImageRef)image;
- (NSArray *)predict:(CGImageRef)image dim:(NSArray<NSNumber *> *)dim;
/*
清理内存
......@@ -74,7 +69,8 @@ PaddleMobile.h
```
#Android开发文档
# Android开发文档
用户可通过如下两种方式，交叉编译Android平台上适用的paddle-mobile库：
- 基于Docker容器编译
......@@ -197,26 +193,50 @@ which to test :
Android应用可通过JNI接口调用底层C/C++，paddle-mobile对外提供的JNI接口如下：
##### 1 load接口 加载模型参数
- 用于加载参数文件分散的模型
```
/*
*@param modelPath 模型文件路径
*@return jboolean
*/
JNIEXPORT jboolean JNICALL Java_com_baidu_paddle_PML_load(JNIEnv *env,
jclass thiz,
jstring modelPath);
/**
* Load seperated parameters
* @param modelDir
* @return
*/
public static native boolean load(String modelDir);
```
- 用于加载参数文件合并的模型文件
```
/**
* Load combined parameters
* @param modelPath
* @param paramPath
* @return
*/
public static native boolean loadCombined(String modelPath,String paramPath);
```
##### 2 predict接口 执行预测
- 接受预处理过的RGB数组的predict接口
```
/**
*@param buf 输入数据
*@return 输出数据
JNIEXPORT jfloatArray JNICALL Java_com_baidu_paddle_PML_predict(
JNIEXPORT jfloatArray JNICALL Java_com_baidu_paddle_PML_predictImage(
JNIEnv *env, jclass thiz, jfloatArray buf);
```
- 接受原始yuv数据的predict接口
```
/**
*
* @param buf yuv420格式的字节数组
* @param imgWidth yuv数据的宽
* @param imgHeight yuv数据的高
* @param ddims 输入数据的形状
* @param meanValues 模型训练时各通道的均值
* @return
*/
public static native float[] predictYuv(byte[] buf, int imgWidth, int imgHeight, int[] ddims, float[]meanValues);
```
##### 3 clear接口 销毁实例、清理内存操作
```
......
ios/PaddleMobile.xcworkspace/contents.xcworkspacedata 已删除 100644 → 0
浏览文件 @ 842c8822
<?xml version="1.0" encoding="UTF-8"?>
<Workspace
version = "1.0">
<FileRef
location = "group:PaddleMobileDemo/PaddleMobileDemo.xcodeproj">
</FileRef>
<FileRef
location = "group:PaddleMobile/PaddleMobile.xcodeproj">
</FileRef>
</Workspace>
ios/PaddleMobile.xcworkspace/xcuserdata/liuruilong.xcuserdatad/xcdebugger/Breakpoints_v2.xcbkptlist 已删除 100644 → 0
浏览文件 @ 842c8822
<?xml version="1.0" encoding="UTF-8"?>
<Bucket
type = "0"
version = "2.0">
</Bucket>
ios/PaddleMobile/PaddleMobile.xcodeproj/project.xcworkspace/contents.xcworkspacedata 已删除 100644 → 0
浏览文件 @ 842c8822
<?xml version="1.0" encoding="UTF-8"?>
<Workspace
version = "1.0">
<FileRef
location = "self:PaddleMobile.xcodeproj">
</FileRef>
</Workspace>
ios/PaddleMobile/PaddleMobile.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist 已删除 100644 → 0
浏览文件 @ 842c8822
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
<key>IDEDidComputeMac32BitWarning</key>
<true/>
</dict>
</plist>
ios/PaddleMobile/PaddleMobile.xcodeproj/xcuserdata/liuruilong.xcuserdatad/xcschemes/xcschememanagement.plist 已删除 100644 → 0
浏览文件 @ 842c8822
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
<key>SchemeUserState</key>
<dict>
<key>PaddleMobile.xcscheme</key>
<dict>
<key>orderHint</key>
<integer>1</integer>
</dict>
</dict>
</dict>
</plist>
ios/PaddleMobile/PaddleMobile/MacroDefine.h 已删除 100644 → 0
浏览文件 @ 842c8822
//
// MacroDefine.h
// PaddleMobile
//
// Created by liuRuiLong on 2018/6/30.
// Copyright © 2018年 orange. All rights reserved.
//
#ifndef MacroDefine_h
#define MacroDefine_h
#endif /* MacroDefine_h */
ios/PaddleMobileDemo/PaddleMobileDemo.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist 已删除 100644 → 0
浏览文件 @ 842c8822
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
<key>IDEDidComputeMac32BitWarning</key>
<true/>
</dict>
</plist>
ios/PaddleMobileDemo/PaddleMobileDemo/AppDelegate.h 已删除 100644 → 0
浏览文件 @ 842c8822
/* Copyright (c) 2018 PaddlePaddle Authors. 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. */
#import <UIKit/UIKit.h>
@interface AppDelegate : UIResponder <UIApplicationDelegate>
@property (strong, nonatomic) UIWindow *window;
@end
ios/PaddleMobileDemo/PaddleMobileDemo/ViewController.h 已删除 100644 → 0
浏览文件 @ 842c8822
/* Copyright (c) 2018 PaddlePaddle Authors. 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. */
#import <UIKit/UIKit.h>
@interface ViewController : UIViewController
@end
src/common/variant.h
浏览文件 @ 708d5704
......@@ -12,6 +12,8 @@ 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 <cstdlib>
#include "common/enforce.h"
#include "common/log.h"
......
src/framework/attribute.h
浏览文件 @ 708d5704
......@@ -14,6 +14,7 @@ limitations under the License. */
#pragma once
#include <cstdlib>
#include <string>
#include <typeinfo>
#include <unordered_map>
......
src/framework/data_layout.h
浏览文件 @ 708d5704
......@@ -15,6 +15,7 @@ limitations under the License. */
#pragma once
#include <cctype>
#include <cstdlib>
#include <string>
namespace paddle_mobile {
......
src/framework/ddim.h
浏览文件 @ 708d5704
......@@ -14,9 +14,11 @@ limitations under the License. */
#pragma once
#include <cstdlib>
#include <initializer_list>
#include <typeinfo>
#include <vector>
#include "common/enforce.h"
#include "common/variant.h"
#include "dim.h"
......
src/framework/dim.h
浏览文件 @ 708d5704
......@@ -14,6 +14,7 @@ limitations under the License. */
#pragma once
#include <cstdlib>
#include "common/enforce.h"
namespace paddle_mobile {
namespace framework {
......
src/framework/program/program-optimize/fusion_op_register.h
浏览文件 @ 708d5704
......@@ -34,6 +34,10 @@ class FusionOpRegister {
}
void regist(FusionOpMatcher* matcher) {
if (matchers_.find(matcher->Type()) != matchers_.end()) {
return;
}
std::shared_ptr<FusionOpMatcher> shared_matcher(matcher);
matchers_[matcher->Type()] = shared_matcher;
}
......
src/framework/tensor.h
浏览文件 @ 708d5704
......@@ -152,7 +152,7 @@ class Tensor {
if (holder_ != nullptr) {
holder_->set_type(type);
}
PADDLE_MOBILE_ENFORCE(numel() >= 0, "the Tensor'snumel must >=0.")
PADDLE_MOBILE_ENFORCE(numel() >= 0, "the Tensor's numel must >=0.")
int64_t size = numel() * SizeOfType(type);
if (holder_ == nullptr || holder_->size() < size + offset_) {
holder_.reset(new PlaceholderImpl(size, type));
......
src/io/executor.cpp
浏览文件 @ 708d5704
......@@ -13,6 +13,7 @@ See the License for the specific language governing permissions and
limitations under the License. */
#include "io/executor.h"
#include <operators/math/gemm.h>
#include <algorithm>
#include <vector>
#include "common/enforce.h"
......@@ -25,6 +26,9 @@ limitations under the License. */
#include "framework/program/var_desc.h"
#include "framework/scope.h"
#include "framework/tensor.h"
#ifdef _OPENMP
#include <omp.h>
#endif // _OPENMP
#ifdef PADDLE_EXECUTOR_MULTITHREAD
#include <queue>
#include <utility>
......@@ -348,16 +352,19 @@ std::shared_ptr<framework::Tensor> Executor<Dtype, P>::Predict(
fprintf(df, "}\n");
fclose(df);
#endif
FILE *pf = fopen("profile.out", "w");
// FILE *pf = fopen("profile.out", "w");
std::unordered_map<std::string, uint64_t> _tp;
for (int i = 0; i < profile.size(); i++) {
const auto &pInfo = profile[i];
uint64_t timeCost = pInfo.runEnd - pInfo.runBegin;
_tp[ops[i]->Type()] += timeCost;
fprintf(pf, "%d\t%s\t%d\t%llu\t%llu\t%llu\n", i, ops[i]->Type().c_str(),
pInfo.tid, pInfo.runBegin, pInfo.runEnd, timeCost);
// fprintf(pf, "%d\t%s\t%d\t%llu\t%llu\t%llu\n", i,
// ops[i]->Type().c_str(),
// pInfo.tid, pInfo.runBegin, pInfo.runEnd, timeCost);
}
fclose(pf);
// fclose(pf);
printf("====================[ profile ]======================\n");
using prof_t = std::pair<std::string, uint64_t>;
std::vector<prof_t> _tv(_tp.begin(), _tp.end());
......@@ -400,6 +407,14 @@ std::vector<typename Executor<Dtype, P>::Ptype> Executor<Dtype, P>::Predict(
return result_vector;
}
template <typename Dtype, Precision P>
void Executor<Dtype, P>::SetThreadNum(int num) {
#ifdef _OPENMP
// omp_set_dynamic(0);
omp_set_num_threads(num);
#endif
}
template class Executor<CPU, Precision::FP32>;
template class Executor<FPGA, Precision::FP32>;
template class Executor<GPU_MALI, Precision::FP32>;
......
src/io/executor.h
浏览文件 @ 708d5704
......@@ -58,6 +58,8 @@ class Executor {
std::vector<Ptype> Predict(const std::vector<Ptype> &input,
const std::vector<int64_t> &dims);
void SetThreadNum(int num);
protected:
Executor() = default;
void InitMemory();
......
src/io/loader.cpp
浏览文件 @ 708d5704
......@@ -21,7 +21,6 @@ namespace paddle_mobile {
using framework::Variable;
static size_t ReadBuffer(const char *file_name, uint8_t **out) {
printf("%s \n", file_name);
FILE *fp;
fp = fopen(file_name, "rb");
PADDLE_MOBILE_ENFORCE(fp != NULL, " %s open failed !", file_name);
......
src/io/paddle_mobile.cpp
浏览文件 @ 708d5704
......@@ -12,10 +12,6 @@ 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. */
//
// Created by liuRuiLong on 2018/7/2.
//
#include "io/paddle_mobile.h"
namespace paddle_mobile {
......@@ -78,6 +74,12 @@ void PaddleMobile<Dtype, P>::Clear() {
loader_ = nullptr;
}
template <typename Dtype, Precision P>
PaddleMobile<Dtype, P>::~PaddleMobile() {
executor_ = nullptr;
loader_ = nullptr;
}
template class PaddleMobile<CPU, Precision::FP32>;
template class PaddleMobile<FPGA, Precision::FP32>;
template class PaddleMobile<GPU_MALI, Precision::FP32>;
......
src/io/paddle_mobile.h
浏览文件 @ 708d5704
......@@ -60,6 +60,8 @@ class PaddleMobile {
void Clear();
~PaddleMobile();
private:
std::shared_ptr<Loader<Dtype, P>> loader_;
std::shared_ptr<Executor<Dtype, P>> executor_;
......
ios/PaddleMobile/PaddleMobile/PaddleMobile.m → src/ios_io/PaddleMobile.h
浏览文件 @ 708d5704
......@@ -12,32 +12,41 @@
See the License for the specific language governing permissions and
limitations under the License. */
#import "PaddleMobile.h"
@implementation PaddleMobile
+ (instancetype)sharedInstance{
//TODO: imp
exit(0);
}
- (BOOL)load:(NSString *)modelPath andWeightsPath:(NSString *)weighsPath{
//TODO: imp
exit(0);
}
- (NSArray *)predict:(CGImageRef)image means:(NSArray<NSNumber *> *)means scale:(float)scale{
//TODO: imp
exit(0);
}
- (NSArray *)predict:(CGImageRef)image{
//TODO: imp
exit(0);
}
- (void)clear{
//TODO: imp
exit(0);
}
#pragma once
#import <CoreImage/CoreImage.h>
#import <Foundation/Foundation.h>
@interface PaddleMobile : NSObject
/*
创建对象
*/
- (instancetype)init;
/*
load 模型, 开辟内存
*/
- (BOOL)load:(NSString *)modelPath andWeightsPath:(NSString *)weighsPath;
/*
加载散开形式的模型, 需传入模型的目录
*/
- (BOOL)load:(NSString *)modelAndWeightPath;
/*
进行预测, means 和 scale 为训练模型时的预处理参数, 如训练时没有做这些预处理则直接使用 predict
*/
- (NSArray *)predict:(CGImageRef)image dim:(NSArray<NSNumber *> *)dim means:(NSArray<NSNumber *> *)means scale:(float)scale;
/*
进行预测
*/
- (NSArray *)predict:(CGImageRef)image dim:(NSArray<NSNumber *> *)dim;
/*
清理内存
*/
- (void)clear;
@end
src/ios_io/PaddleMobile.mm 0 → 100644
浏览文件 @ 708d5704
/* Copyright (c) 2018 PaddlePaddle Authors. 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. */
#import "PaddleMobile.h"
#import "op_symbols.h"
#import "io/paddle_mobile.h"
#import <memory>
#import <vector>
@interface PaddleMobile()
{
paddle_mobile::PaddleMobile<paddle_mobile::CPU, paddle_mobile::Precision::FP32> *pam_;
BOOL loaded_;
}
@end
@implementation PaddleMobile
static std::mutex shared_mutex;
- (instancetype)init {
if (self = [super init]) {
pam_ = new paddle_mobile::PaddleMobile<paddle_mobile::CPU, paddle_mobile::Precision::FP32>();
}
return self;
}
- (void)dealloc {
if (pam_) {
delete pam_;
}
}
+ (instancetype)sharedInstance{
static dispatch_once_t onceToken;
static id sharedManager = nil;
dispatch_once(&onceToken, ^{
sharedManager = [[[self class] alloc] init];
});
return sharedManager;
}
- (BOOL)load:(NSString *)modelPath andWeightsPath:(NSString *)weighsPath{
std::string model_path_str = std::string([modelPath UTF8String]);
std::string weights_path_str = std::string([weighsPath UTF8String]);
if (loaded_ = pam_->Load(model_path_str, weights_path_str, false)) {
return YES;
} else {
return NO;
}
}
- (BOOL)load:(NSString *)modelAndWeightPath{
std::string model_path_str = std::string([modelAndWeightPath UTF8String]);
if (loaded_ = pam_->Load(model_path_str)) {
return YES;
} else {
return NO;
}
}
-(void)preprocess:(const UInt8 *)input output:(float *)output imageWidth:(int)imageWidth imageHeight:(int)imageHeight imageChannels:(int)imageChannels means:(NSArray<NSNumber *> *)means scale:(float)scale dim:(std::vector<int64_t>)dim{
if (means == nil) {
means = @[@0, @0, @0];
}
int wanted_input_width = dim[3];
int wanted_input_height = dim[2];
int wanted_input_channels = dim[1];
for (int c = 0; c < wanted_input_channels; ++c) {
float *out_channel = output + c * wanted_input_height * wanted_input_width;
for (int y = 0; y < wanted_input_height; ++y) {
float *out_row = out_channel + y * wanted_input_width;
for (int x = 0; x < wanted_input_width; ++x) {
int in_row = (y * imageHeight) / wanted_input_height;
int in_col = (x * imageWidth) / wanted_input_width;
const UInt8 *in_pixel = input + (in_row * imageWidth * imageChannels) + (in_col * imageChannels);
float *out_pos = out_row + x;
if (c == 0) {
*out_pos = (in_pixel[c] - means[c].floatValue) * scale;
}else if (c == 1){
*out_pos = (in_pixel[c] - means[c].floatValue) * scale;
}else if (c == 2){
*out_pos = (in_pixel[c] - means[c].floatValue) * scale;
}
}
}
}
}
- (NSArray *)predict:(CGImageRef)image dim:(NSArray<NSNumber *> *)dim means:(NSArray<NSNumber *> *)means scale:(float)scale{
std::lock_guard<std::mutex> lock(shared_mutex);
if (!loaded_) {
printf("PaddleMobile doesn't be loaded yet");
return nil;
}
if (dim.count != 4) {
printf("dim must have 4 elements");
return nil;
}
// dim to c++ vector, get numel
std::vector<int64_t > dim_vec;
int numel = 1;
for (int k = 0; k < dim.count; ++k) {
int d = dim[k].intValue;
numel *= d;
dim_vec.push_back(d);
}
const int sourceRowBytes = CGImageGetBytesPerRow(image);
const int image_width = CGImageGetWidth(image);
const int image_height = CGImageGetHeight(image);
const int image_channels = 4;
CGDataProviderRef provider = CGImageGetDataProvider(image);
CFDataRef cfData = CGDataProviderCopyData(provider);
const UInt8 *input = CFDataGetBytePtr(cfData);
// sample image
float *output = (float *)malloc(numel*sizeof(float));
[self preprocess:input output:output imageWidth:image_width imageHeight:image_height imageChannels:image_channels means:means scale:scale dim:dim_vec];
float *dataPointer = nullptr;
if (nullptr != output) {
dataPointer = output;
} else {
return nil;
}
// input
std::vector<float> predict_input;
for (int j = 0; j < numel; ++j) {
predict_input.push_back(dataPointer[j]);
}
// predict
std::vector<float> cpp_result = pam_->Predict(predict_input, dim_vec);
// result
long count = 0;
count = cpp_result.size();
NSMutableArray *result = [[NSMutableArray alloc] init];
for (int i = 0; i < count; i++) {
[result addObject:[NSNumber numberWithFloat:cpp_result[i]]];
}
free(output);
// 待验证
// if ([UIDevice currentDevice].systemVersion.doubleValue < 11.0) {
CFRelease(cfData);
cfData = NULL;
// }
return result;
}
- (NSArray *)predict:(CGImageRef)image dim:(NSArray<NSNumber *> *)dim {
[self predict:image dim:dim means:nil scale:1];
}
- (void)clear{
pam_->Clear();
}
@end
ios/PaddleMobileDemo/PaddleMobileDemo/ViewController.m → src/ios_io/op_symbols.h
浏览文件 @ 708d5704
......@@ -12,22 +12,28 @@
See the License for the specific language governing permissions and
limitations under the License. */
#import "ViewController.h"
@interface ViewController ()
@end
@implementation ViewController
- (void)viewDidLoad {
[super viewDidLoad];
}
- (void)didReceiveMemoryWarning {
[super didReceiveMemoryWarning];
}
@end
#pragma once
#include "operators/batchnorm_op.h"
#include "operators/box_coder_op.h"
#include "operators/concat_op.h"
#include "operators/conv_op.h"
#include "operators/depthwise_conv_op.h"
#include "operators/dropout_op.h"
#include "operators/elementwise_add_op.h"
#include "operators/feed_op.h"
#include "operators/fetch_op.h"
#include "operators/fusion_conv_add.h"
#include "operators/fusion_conv_add_bn_relu_op.h"
#include "operators/fusion_fc_op.h"
#include "operators/im2sequence_op.h"
#include "operators/lrn_op.h"
#include "operators/mul_op.h"
#include "operators/multiclass_nms_op.h"
#include "operators/pool_op.h"
#include "operators/prior_box_op.h"
#include "operators/relu_op.h"
#include "operators/reshape_op.h"
#include "operators/sigmoid_op.h"
#include "operators/softmax_op.h"
#include "operators/transpose_op.h"
src/jni/paddle_mobile_jni.cpp
浏览文件 @ 708d5704
......@@ -60,8 +60,26 @@ JNIEXPORT jboolean JNICALL Java_com_baidu_paddle_PML_load(JNIEnv *env,
optimize);
}
JNIEXPORT jfloatArray JNICALL
Java_com_baidu_paddle_PML_predict(JNIEnv *env, jclass thiz, jfloatArray buf) {
JNIEXPORT jboolean JNICALL Java_com_baidu_paddle_PML_loadCombined(
JNIEnv *env, jclass thiz, jstring modelPath, jstring paramPath) {
ANDROIDLOGI("loadCombined invoked");
bool optimize = true;
return getPaddleMobileInstance()->Load(jstring2cppstring(env, modelPath),
jstring2cppstring(env, paramPath),
optimize);
}
JNIEXPORT jfloatArray JNICALL Java_com_baidu_paddle_PML_predictImage(
JNIEnv *env, jclass thiz, jfloatArray buf, jintArray ddims) {
ANDROIDLOGI("predictImage invoked");
jsize ddim_size = env->GetArrayLength(ddims);
if (ddim_size != 4) {
ANDROIDLOGE("ddims size not equal to 4");
}
jint *ddim_ptr = env->GetIntArrayElements(ddims, NULL);
framework::DDim ddim = framework::make_ddim(
{ddim_ptr[0], ddim_ptr[1], ddim_ptr[2], ddim_ptr[3]});
int length = framework::product(ddim);
jfloatArray result = NULL;
int count = 0;
float *dataPointer = nullptr;
......@@ -69,17 +87,102 @@ Java_com_baidu_paddle_PML_predict(JNIEnv *env, jclass thiz, jfloatArray buf) {
dataPointer = env->GetFloatArrayElements(buf, NULL);
}
framework::Tensor input;
framework::DDim ddim = framework::make_ddim({1, 3, 224, 224});
input.Resize(ddim);
auto input_ptr = input.mutable_data<float>();
for (int i = 0; i < framework::product(ddim); i++) {
for (int i = 0; i < length; i++) {
input_ptr[i] = dataPointer[i];
}
auto output = shared_paddle_mobile_instance->Predict(input);
count = output->numel();
result = env->NewFloatArray(count);
env->SetFloatArrayRegion(result, 0, count, output->data<float>());
ANDROIDLOGI("predict finished");
env->ReleaseIntArrayElements(ddims, ddim_ptr, 0);
ANDROIDLOGI("predictImage finished");
return result;
}
inline int yuv_to_rgb(int y, int u, int v, float *r, float *g, float *b) {
int r1 = (int)(y + 1.370705 * (v - 128));
int g1 = (int)(y - 0.698001 * (u - 128) - 0.703125 * (v - 128));
int b1 = (int)(y + 1.732446 * (u - 128));
r1 = (int)fminf(255, fmaxf(0, r1));
g1 = (int)fminf(255, fmaxf(0, g1));
b1 = (int)fminf(255, fmaxf(0, b1));
*r = r1;
*g = g1;
*b = b1;
return 0;
}
void convert_nv21_to_matrix(uint8_t *nv21, float *matrix, int width, int height,
int targetWidth, int targetHeight, float *means) {
const uint8_t *yData = nv21;
const uint8_t *vuData = nv21 + width * height;
const int yRowStride = width;
const int vuRowStride = width;
float scale_x = width * 1.0 / targetWidth;
float scale_y = height * 1.0 / targetHeight;
for (int j = 0; j < targetHeight; ++j) {
int y = j * scale_y;
const uint8_t *pY = yData + y * yRowStride;
const uint8_t *pVU = vuData + (y >> 1) * vuRowStride;
for (int i = 0; i < targetWidth; ++i) {
int x = i * scale_x;
const int offset = ((x >> 1) << 1);
float r = 0;
float g = 0;
float b = 0;
yuv_to_rgb(pY[x], pVU[offset + 1], pVU[offset], &r, &g, &b);
int r_index = j * targetWidth + i;
int g_index = r_index + targetWidth * targetHeight;
int b_index = g_index + targetWidth * targetHeight;
matrix[r_index] = r - means[0];
matrix[g_index] = g - means[1];
matrix[b_index] = b - means[2];
}
}
}
JNIEXPORT jfloatArray JNICALL Java_com_baidu_paddle_PML_predictYuv(
JNIEnv *env, jclass thiz, jbyteArray yuv_, jint imgwidth, jint imgHeight,
jintArray ddims, jfloatArray meanValues) {
ANDROIDLOGI("predictYuv invoked");
jsize ddim_size = env->GetArrayLength(ddims);
if (ddim_size != 4) {
ANDROIDLOGE("ddims size not equal to 4");
}
jint *ddim_ptr = env->GetIntArrayElements(ddims, NULL);
framework::DDim ddim = framework::make_ddim(
{ddim_ptr[0], ddim_ptr[1], ddim_ptr[2], ddim_ptr[3]});
int length = framework::product(ddim);
float matrix[length];
jbyte *yuv = env->GetByteArrayElements(yuv_, NULL);
float *meansPointer = nullptr;
if (nullptr != meanValues) {
meansPointer = env->GetFloatArrayElements(meanValues, NULL);
}
convert_nv21_to_matrix((uint8_t *)yuv, matrix, imgwidth, imgHeight, ddim[3],
ddim[2], meansPointer);
jfloatArray result = NULL;
int count = 0;
framework::Tensor input;
input.Resize(ddim);
auto input_ptr = input.mutable_data<float>();
for (int i = 0; i < length; i++) {
input_ptr[i] = matrix[i];
}
auto output = shared_paddle_mobile_instance->Predict(input);
count = output->numel();
result = env->NewFloatArray(count);
env->SetFloatArrayRegion(result, 0, count, output->data<float>());
env->ReleaseByteArrayElements(yuv_, yuv, 0);
env->ReleaseIntArrayElements(ddims, ddim_ptr, 0);
env->ReleaseFloatArrayElements(meanValues, meansPointer, 0);
ANDROIDLOGI("predictYuv finished");
return result;
}
......
src/jni/paddle_mobile_jni.h
浏览文件 @ 708d5704
......@@ -22,11 +22,29 @@ extern "C" {
namespace paddle_mobile {
namespace jni {
/**
* load model & params of the net for android
* load separated model for android
*/
JNIEXPORT jboolean JNICALL Java_com_baidu_paddle_PML_load(JNIEnv *env,
jclass thiz,
jstring modelPath);
/**
* load combined model for android
*/
JNIEXPORT jboolean JNICALL Java_com_baidu_paddle_PML_loadCombined(
JNIEnv *env, jclass thiz, jstring modelPath, jstring paramPath);
/**
* object detection for anroid
*/
JNIEXPORT jfloatArray JNICALL Java_com_baidu_paddle_PML_predictImage(
JNIEnv *env, jclass thiz, jfloatArray buf, jintArray ddims);
/**
* object detection for anroid
*/
JNIEXPORT jfloatArray JNICALL Java_com_baidu_paddle_PML_predictYuv(
JNIEnv *env, jclass thiz, jbyteArray yuv, jint imgwidth, jint imgHeight,
jintArray ddims, jfloatArray meanValues);
/**
* object detection for anroid
......
src/operators/batchnorm_op.cpp
浏览文件 @ 708d5704
......@@ -32,11 +32,9 @@ template class BatchNormOp<CPU, float>;
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(batch_norm);
REGISTER_OPERATOR_CPU(batch_norm, ops::BatchNormOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(batch_norm);
REGISTER_OPERATOR_MALI_GPU(batch_norm, ops::BatchNormOp);
#endif
#ifdef PADDLE_MOBILE_FPGA
......
src/operators/batchnorm_op.h
浏览文件 @ 708d5704
......@@ -45,4 +45,13 @@ class BatchNormOp
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(batch_norm);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(batch_norm);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/box_coder_op.cpp
浏览文件 @ 708d5704
......@@ -53,7 +53,6 @@ template class BoxCoderOp<CPU, float>;
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(box_coder);
REGISTER_OPERATOR_CPU(box_coder, ops::BoxCoderOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
......
src/operators/box_coder_op.h
浏览文件 @ 708d5704
......@@ -51,4 +51,12 @@ class BoxCoderOp
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(box_coder);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/concat_op.cpp
浏览文件 @ 708d5704
......@@ -63,11 +63,9 @@ template class ConcatOp<CPU, float>;
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(concat);
REGISTER_OPERATOR_CPU(concat, ops::ConcatOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(concat);
REGISTER_OPERATOR_MALI_GPU(concat, ops::ConcatOp);
#endif
#ifdef PADDLE_MOBILE_FPGA
......
src/operators/concat_op.h
浏览文件 @ 708d5704
......@@ -46,4 +46,13 @@ class ConcatOp
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(concat);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(concat);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/conv_op.cpp
浏览文件 @ 708d5704
......@@ -55,15 +55,12 @@ template class ConvOp<CPU, float>;
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(conv2d);
REGISTER_OPERATOR_CPU(conv2d, ops::ConvOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(conv2d);
REGISTER_OPERATOR_MALI_GPU(conv2d, ops::ConvOp);
#endif
#ifdef PADDLE_MOBILE_FPGA
USE_OP_FPGA(conv2d);
REGISTER_OPERATOR_FPGA(conv2d, ops::ConvOp);
#endif
......
src/operators/conv_op.h
浏览文件 @ 708d5704
......@@ -46,4 +46,14 @@ class ConvOp
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(conv2d);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(conv2d);
#endif
#ifdef PADDLE_MOBILE_FPGA
USE_OP_FPGA(conv2d);
#endif
#endif
src/operators/depthwise_conv_op.cpp
浏览文件 @ 708d5704
......@@ -56,7 +56,6 @@ template class DepthwiseConvOp<CPU, float>;
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(depthwise_conv2d);
REGISTER_OPERATOR_CPU(depthwise_conv2d, ops::DepthwiseConvOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
......
src/operators/depthwise_conv_op.h
浏览文件 @ 708d5704
......@@ -48,4 +48,12 @@ class DepthwiseConvOp : public framework::OperatorWithKernel<
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(depthwise_conv2d);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/dropout_op.cpp
浏览文件 @ 708d5704
......@@ -28,7 +28,6 @@ template class DropoutOp<CPU, float>;
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(dropout);
REGISTER_OPERATOR_CPU(dropout, ops::DropoutOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
......
src/operators/dropout_op.h
浏览文件 @ 708d5704
......@@ -50,4 +50,12 @@ class DropoutOp
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(dropout);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/elementwise_add_op.cpp
浏览文件 @ 708d5704
......@@ -30,11 +30,9 @@ template class ElementwiseAddOp<CPU, float>;
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(elementwise_add);
REGISTER_OPERATOR_CPU(elementwise_add, ops::ElementwiseAddOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(elementwise_add);
REGISTER_OPERATOR_MALI_GPU(elementwise_add, ops::ElementwiseAddOp);
#endif
#ifdef PADDLE_MOBILE_FPGA
......
src/operators/elementwise_add_op.h
浏览文件 @ 708d5704
......@@ -48,4 +48,13 @@ class ElementwiseAddOp : public framework::OperatorWithKernel<
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(elementwise_add);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(elementwise_add);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/feed_op.cpp
浏览文件 @ 708d5704
......@@ -19,3 +19,14 @@ namespace operators {
template class FeedOp<CPU, float>;
}
} // namespace paddle_mobile
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
REGISTER_OPERATOR_CPU(feed, ops::FeedOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
REGISTER_OPERATOR_MALI_GPU(feed, ops::FeedOp);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
src/operators/feed_op.h
浏览文件 @ 708d5704
......@@ -44,17 +44,14 @@ class FeedOp : public framework::OperatorBase<DeviceType> {
FeedParam param_;
};
namespace ops = paddle_mobile::operators;
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(feed);
REGISTER_OPERATOR_CPU(feed, ops::FeedOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(feed);
REGISTER_OPERATOR_MALI_GPU(feed, ops::FeedOp);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
} // namespace operators
} // namespace paddle_mobile
src/operators/fetch_op.cpp
浏览文件 @ 708d5704
......@@ -19,3 +19,13 @@ namespace operators {
template class FetchOp<CPU, float>;
}
} // namespace paddle_mobile
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
REGISTER_OPERATOR_CPU(fetch, ops::FetchOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
REGISTER_OPERATOR_MALI_GPU(fetch, ops::FetchOp);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
src/operators/fetch_op.h
浏览文件 @ 708d5704
......@@ -44,17 +44,14 @@ class FetchOp : public framework::OperatorBase<DeviceType> {
FetchParam param_;
};
namespace ops = paddle_mobile::operators;
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(fetch);
REGISTER_OPERATOR_CPU(fetch, ops::FetchOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(fetch);
REGISTER_OPERATOR_MALI_GPU(fetch, ops::FetchOp);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
} // namespace operators
} // namespace paddle_mobile
src/operators/fusion_conv_add.cpp
浏览文件 @ 708d5704
......@@ -44,18 +44,17 @@ void FusionConvAddOp<Dtype, T>::InferShape() const {
framework::DDim ddim = framework::make_ddim(output_shape);
this->param_.Output()->Resize(ddim);
}
template class FusionConvAddOp<CPU, float>;
} // namespace operators
} // namespace paddle_mobile
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(fusion_conv_add);
REGISTER_OPERATOR_CPU(fusion_conv_add, ops::FusionConvAddOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(conv_add);
REGISTER_OPERATOR_MALI_GPU(conv_add, ops::FusionConvAddOp);
REGISTER_OPERATOR_MALI_GPU(fusion_conv_add, ops::FusionConvAddOp);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
......
src/operators/fusion_conv_add.h
浏览文件 @ 708d5704
......@@ -82,6 +82,7 @@ static framework::FusionOpRegistrar convadd_registrar(
static framework::FusionOpRegistrar convadd_registrar(
new FusionConvAddMatcher());
#define CONV_ADD_REGISTER
#endif
#endif
......@@ -92,4 +93,13 @@ static framework::FusionOpRegistrar convadd_registrar(
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(fusion_conv_add);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(fusion_conv_add);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/fusion_conv_add_bn_relu_op.cpp
浏览文件 @ 708d5704
......@@ -50,7 +50,6 @@ template class FusionConvAddBNReluOp<CPU, float>;
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(fusion_conv_add_bn_relu);
REGISTER_OPERATOR_CPU(fusion_conv_add_bn_relu, ops::FusionConvAddBNReluOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
......
src/operators/fusion_conv_add_bn_relu_op.h
浏览文件 @ 708d5704
......@@ -79,11 +79,11 @@ class FusionConvAddBNReluOp
#ifdef PADDLE_MOBILE_CPU
//#ifndef FUSION_CONV_ADD_BN_RELU_REGISTER
// static framework::FusionOpRegistrar fusion_conv_add_bn_relu_registrar(
// new FusionConvAddBNReluMatcher());
//#define FUSION_CONV_ADD_BN_RELU_REGISTER
//#endif
#ifndef FUSION_CONV_ADD_BN_RELU_REGISTER
static framework::FusionOpRegistrar fusion_conv_add_bn_relu_registrar(
new FusionConvAddBNReluMatcher());
#define FUSION_CONV_ADD_BN_RELU_REGISTER
#endif
#endif
......@@ -103,4 +103,12 @@ static framework::FusionOpRegistrar fusion_conv_add_bn_relu_registrar(
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(fusion_conv_add_bn_relu);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/fusion_conv_add_relu_op.cpp
浏览文件 @ 708d5704
......@@ -49,7 +49,6 @@ void FusionConvAddReluOp<Dtype, T>::InferShape() const {
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(fusion_conv_add_relu);
REGISTER_OPERATOR_CPU(fusion_conv_add_relu, ops::FusionConvAddReluOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
......
src/operators/fusion_conv_add_relu_op.h
浏览文件 @ 708d5704
......@@ -80,4 +80,12 @@ class FusionConvAddReluOp : public framework::OperatorWithKernel<
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(fusion_conv_add_relu);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/fusion_fc_op.cpp
浏览文件 @ 708d5704
......@@ -49,18 +49,17 @@ void FusionFcOp<Dtype, T>::InferShape() const {
framework::DDim ddim = framework::make_ddim(output_dims);
this->param_.Out()->Resize(ddim);
}
template class FusionFcOp<CPU, float>;
} // namespace operators
} // namespace paddle_mobile
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(fusion_fc);
REGISTER_OPERATOR_CPU(fusion_fc, ops::FusionFcOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(fc);
REGISTER_OPERATOR_MALI_GPU(fc, ops::FusionFcOp);
REGISTER_OPERATOR_MALI_GPU(fusion_fc, ops::FusionFcOp);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
......
src/operators/fusion_fc_op.h
浏览文件 @ 708d5704
......@@ -89,4 +89,13 @@ static framework::FusionOpRegistrar fc_registrar(new FusionFcMatcher());
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(fusion_fc);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU(fusion_fc);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/im2sequence_op.cpp
浏览文件 @ 708d5704
......@@ -54,7 +54,6 @@ template class Im2SequenceOp<CPU, float>;
namespace ops = paddle_mobile::operators;
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(im2sequence);
REGISTER_OPERATOR_CPU(im2sequence, ops::Im2SequenceOp);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
......
src/operators/im2sequence_op.h
浏览文件 @ 708d5704
......@@ -50,4 +50,12 @@ class Im2SequenceOp : public framework::OperatorWithKernel<
} // namespace operators
} // namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU(im2sequence);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/kernel/arm/prelu_kernel.cpp 0 → 100644
浏览文件 @ 708d5704
此差异已折叠。
src/operators/kernel/arm/resize_kernel.cpp 0 → 100644
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此差异已折叠。
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