From ff8150b5670bff1f5cebbfe751012c5333387880 Mon Sep 17 00:00:00 2001 From: liuruilong Date: Sat, 22 Dec 2018 18:55:08 +0800 Subject: [PATCH] modify ios interface --- .../project.pbxproj | 1064 +---------------- .../paddle-mobile-demo/ViewController.swift | 14 +- .../paddle-mobile.xcodeproj/project.pbxproj | 12 +- .../Operators/Kernels/metal/FetchKernel.metal | 8 +- src/io/ios_io/PaddleMobileCPU.h | 122 +- src/io/ios_io/PaddleMobileCPU.mm | 66 +- src/io/paddle_mobile.cpp | 13 +- src/io/paddle_mobile.h | 3 +- 8 files changed, 219 insertions(+), 1083 deletions(-) diff --git a/metal/paddle-mobile-demo/paddle-mobile-demo.xcodeproj/project.pbxproj b/metal/paddle-mobile-demo/paddle-mobile-demo.xcodeproj/project.pbxproj index e5ee139c38..7ef082fcde 100644 --- a/metal/paddle-mobile-demo/paddle-mobile-demo.xcodeproj/project.pbxproj +++ b/metal/paddle-mobile-demo/paddle-mobile-demo.xcodeproj/project.pbxproj @@ -8,232 +8,7 @@ /* Begin PBXBuildFile section */ 30D0ED21F392CFA3885B1002 /* Pods_paddle_mobile_demo.framework in Frameworks */ = {isa = PBXBuildFile; fileRef = 18896810981724F8A0FED62A /* Pods_paddle_mobile_demo.framework */; }; - 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C2A75449219EF62800DF4209 /* batch_norm_6.w_1 in Resources */, + FC203FB521CBFDBA00B37166 /* yolo_params in Resources */, + FC203FB621CBFDBA00B37166 /* yolo_model in Resources */, FC039B8720E11C550081E9F8 /* Main.storyboard in Resources */, - C2A7548E219EF62800DF4209 /* batch_norm_8.w_2 in Resources */, - C2A75467219EF62800DF4209 /* batch_norm_21.w_1 in Resources */, - C2A754DB219EF62800DF4209 /* conv2d_31.w_0 in Resources */, - C2A754F3219EF62800DF4209 /* batch_norm_24.w_2 in Resources */, - C2A75451219EF62800DF4209 /* batch_norm_5.w_0 in Resources */, - C2A7546B219EF62800DF4209 /* batch_norm_2.b_0 in Resources */, - C2A75460219EF62800DF4209 /* batch_norm_10.w_2 in Resources */, - C2A7544B219EF62800DF4209 /* conv2d_14.w_0 in Resources */, + FC203FB221CBFDBA00B37166 /* test.jpg in Resources */, ); runOnlyForDeploymentPostprocessing = 0; }; @@ -1422,7 +480,7 @@ CLANG_ENABLE_MODULES = YES; CODE_SIGN_IDENTITY = "iPhone Developer"; CODE_SIGN_STYLE = Automatic; - DEVELOPMENT_TEAM = 6K8JTBT3MF; + DEVELOPMENT_TEAM = A798K58VVL; ENABLE_BITCODE = NO; INFOPLIST_FILE = "paddle-mobile-demo/Info.plist"; IPHONEOS_DEPLOYMENT_TARGET = 9.0; @@ -1449,7 +507,7 @@ CLANG_ENABLE_MODULES = YES; CODE_SIGN_IDENTITY = "iPhone Developer"; CODE_SIGN_STYLE = Automatic; - DEVELOPMENT_TEAM = 6K8JTBT3MF; + DEVELOPMENT_TEAM = A798K58VVL; ENABLE_BITCODE = NO; INFOPLIST_FILE = "paddle-mobile-demo/Info.plist"; IPHONEOS_DEPLOYMENT_TARGET = 9.0; diff --git a/metal/paddle-mobile-demo/paddle-mobile-demo/ViewController.swift b/metal/paddle-mobile-demo/paddle-mobile-demo/ViewController.swift index 64a553f98f..1ffe5064c5 100644 --- a/metal/paddle-mobile-demo/paddle-mobile-demo/ViewController.swift +++ b/metal/paddle-mobile-demo/paddle-mobile-demo/ViewController.swift @@ -175,19 +175,17 @@ class ViewController: UIViewController { override func viewDidLoad() { super.viewDidLoad() -// if runner.load() { -// print(" load success ! ") -// } else { -// print(" load error ! ") -// } -// modelPickerView.delegate = self modelPickerView.dataSource = self threadPickerView.delegate = self threadPickerView.dataSource = self + if let image = UIImage.init(named: "test.jpg") { + selectImage = image + selectImageView.image = image + } else { + print("请添加测试图片") + } - selectImage = UIImage.init(named: "hand.jpg") - selectImageView.image = selectImage // if platform == .CPU { // inputPointer = runner.preproccess(image: selectImage!.cgImage!) diff --git a/metal/paddle-mobile/paddle-mobile.xcodeproj/project.pbxproj b/metal/paddle-mobile/paddle-mobile.xcodeproj/project.pbxproj index 7cb488c448..98098d0b75 100644 --- a/metal/paddle-mobile/paddle-mobile.xcodeproj/project.pbxproj +++ b/metal/paddle-mobile/paddle-mobile.xcodeproj/project.pbxproj @@ -902,8 +902,8 @@ baseConfigurationReference = CDF58151D902A1CBAE56A0C2 /* Pods-paddle-mobile.debug.xcconfig */; buildSettings = { CLANG_ENABLE_MODULES = YES; - CODE_SIGN_IDENTITY = ""; - CODE_SIGN_STYLE = Manual; + CODE_SIGN_IDENTITY = "iPhone Developer"; + CODE_SIGN_STYLE = Automatic; DEFINES_MODULE = YES; DEVELOPMENT_TEAM = ""; DYLIB_COMPATIBILITY_VERSION = 1; @@ -922,7 +922,7 @@ "$(inherited)", "$(PROJECT_DIR)/paddle-mobile/CPU", ); - MACH_O_TYPE = staticlib; + MACH_O_TYPE = mh_dylib; MTL_LANGUAGE_REVISION = UseDeploymentTarget; PRODUCT_BUNDLE_IDENTIFIER = "orange.paddle-mobile"; PRODUCT_NAME = "$(TARGET_NAME:c99extidentifier)"; @@ -939,8 +939,8 @@ baseConfigurationReference = E2A7957C92EDA5C3BEC0FFC2 /* Pods-paddle-mobile.release.xcconfig */; buildSettings = { CLANG_ENABLE_MODULES = YES; - CODE_SIGN_IDENTITY = ""; - CODE_SIGN_STYLE = Manual; + CODE_SIGN_IDENTITY = "iPhone Developer"; + CODE_SIGN_STYLE = Automatic; DEFINES_MODULE = YES; DEVELOPMENT_TEAM = ""; DYLIB_COMPATIBILITY_VERSION = 1; @@ -959,7 +959,7 @@ "$(inherited)", "$(PROJECT_DIR)/paddle-mobile/CPU", ); - MACH_O_TYPE = staticlib; + MACH_O_TYPE = mh_dylib; MTL_LANGUAGE_REVISION = UseDeploymentTarget; PRODUCT_BUNDLE_IDENTIFIER = "orange.paddle-mobile"; PRODUCT_NAME = "$(TARGET_NAME:c99extidentifier)"; diff --git a/metal/paddle-mobile/paddle-mobile/Operators/Kernels/metal/FetchKernel.metal b/metal/paddle-mobile/paddle-mobile/Operators/Kernels/metal/FetchKernel.metal index b7d7028d46..c9d0624817 100644 --- a/metal/paddle-mobile/paddle-mobile/Operators/Kernels/metal/FetchKernel.metal +++ b/metal/paddle-mobile/paddle-mobile/Operators/Kernels/metal/FetchKernel.metal @@ -31,8 +31,8 @@ kernel void fetch(texture2d_array inTexture [[texture(0)]], int output_to = 4 * input_width * input_height; output[gid.z * output_to + 0 * input_width * input_height + gid.y * input_width + gid.x] = input.x; output[gid.z * output_to + 1 * input_width * input_height + gid.y * input_width + gid.x] = input.y; -// output[gid.z * output_to + 2 * input_width * input_height + gid.y * input_width + gid.x] = input.z; -// output[gid.z * output_to + 3 * input_width * input_height + gid.y * input_width + gid.x] = input.w; + output[gid.z * output_to + 2 * input_width * input_height + gid.y * input_width + gid.x] = input.z; + output[gid.z * output_to + 3 * input_width * input_height + gid.y * input_width + gid.x] = input.w; } @@ -52,8 +52,8 @@ kernel void fetch_half(texture2d_array inTexture [[texture(0 int output_to = 4 * input_width * input_height; output[gid.z * output_to + 0 * input_width * input_height + gid.y * input_width + gid.x] = input.x; output[gid.z * output_to + 1 * input_width * input_height + gid.y * input_width + gid.x] = input.y; -// output[gid.z * output_to + 2 * input_width * input_height + gid.y * input_width + gid.x] = input.z; -// output[gid.z * output_to + 3 * input_width * input_height + gid.y * input_width + gid.x] = input.w; + output[gid.z * output_to + 2 * input_width * input_height + gid.y * input_width + gid.x] = input.z; + output[gid.z * output_to + 3 * input_width * input_height + gid.y * input_width + gid.x] = input.w; } diff --git a/src/io/ios_io/PaddleMobileCPU.h b/src/io/ios_io/PaddleMobileCPU.h index c68d81f328..d38da70247 100644 --- a/src/io/ios_io/PaddleMobileCPU.h +++ b/src/io/ios_io/PaddleMobileCPU.h @@ -27,59 +27,119 @@ @end +@interface PaddleMobileCPUConfig: NSObject + +/** + @b 默认为 1, 多线程时, 建议设置为 2 + */ +@property (assign, nonatomic) int threadNum; + +/** + @b 是否开启运行时 infershape + */ +@property (assign, nonatomic) BOOL loddable; + +/** + @b 是否开启模型 op 融合优化 + */ +@property (assign, nonatomic) BOOL optimize; + +@end + @interface PaddleMobileCPU : NSObject -/* - 创建对象 -*/ -- (instancetype)init; +/** + @b 创建对象 -/* - load 模型, 开辟内存 -*/ -- (BOOL)load:(NSString *)modelPath andWeightsPath:(NSString *)weighsPath; + @param config 配置 + @return paddlemobile CPU 对象 + */ +- (instancetype)initWithConfig:(PaddleMobileCPUConfig *)config; -/* - 加载散开形式的模型, 需传入模型的目录 -*/ +/** + @b 加载模型 + + @param modelPath 模型路径 + @param weighsPath 权重路径 + @return 是否加载成功 + */ +- (BOOL)loadModel:(NSString *)modelPath andWeightsPath:(NSString *)weighsPath; + +/** + @b 加载散开形式的模型, 需传入模型的目录 + + @param modelAndWeightPath 模型和权重的路径 + @return 是否加载成功 + */ - (BOOL)load:(NSString *)modelAndWeightPath; -/* - * 从内存中加载模型 - * */ +/** + @b 从内存中加载模型 + + @param modelLen 模型大小(字节数) + @param modelBuf 模型在内存中的位置 + @param combinedParamsLen 权重大小(字节数) + @param combinedParamsBuf 权重在内存中的位置 + @return 是否加载成功 + */ - (BOOL)LoadCombinedMemory:(size_t)modelLen andModelBuf:(const uint8_t *)modelBuf andModelParamsLen:(size_t)combinedParamsLen andCombinedParamsBuf:(const uint8_t *)combinedParamsBuf; /* - * 对图像进行预处理, 需要外部开辟 output 内存, 外部释放 output 内存 + * * */ + + +/** + @b 对图像进行预处理, 需要外部开辟 output 内存, 外部释放 output 内存, 每一个像素经过这样的预处理 (x + means) * scale, 其中 x 为像素值 + + @param image 输入的图像 + @param output 预处理后的输出 + @param means 预处理中 means + @param scale 预处理中的 scale + @param dim 预处理后的维度 + */ -(void)preprocess:(CGImageRef)image output:(float *)output means:(NSArray *)means scale:(float)scale dim:(NSArray *)dim; -/* - * 预测预处理后的数据, 返回结果使用结束需要调用其 realseOutput 函数进行释放 - * */ +/** + 进行预测 + + @param input 输入 + @param dim 输入维度 + @return 输出结果 + */ - (PaddleMobileCPUResult *)predictInput:(float *)input dim:(NSArray *)dim; -/* - 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 *)dim means:(NSArray *)means scale:(float)scale; - -/* - 进行预测, 默认 means 为 0, scale 为 1.0 -*/ -- (NSArray *)predict:(CGImageRef)image dim:(NSArray *)dim; - -/* - 清理内存 -*/ +/** + @b 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, 每一个像素经过这样的预处理 (x + means) * scale, 其中 x 为像素值 + + @param image 输入图像 + @param dim 输入维度 + @param means 预处理中 means + @param scale 预处理中 scale + @return 预测结果 + */ +- (PaddleMobileCPUResult *)predict:(CGImageRef)image dim:(NSArray *)dim means:(NSArray *)means scale:(float)scale; + +/** + 进行预测, 预处理 means 值为 0, scale 值为 1 + + @param image 输入图像 + @param dim 输入维度 + @return 预测结果 + */ +- (PaddleMobileCPUResult *)predict:(CGImageRef)image dim:(NSArray *)dim; + +/** + @b 清理内存 + */ - (void)clear; @end diff --git a/src/io/ios_io/PaddleMobileCPU.mm b/src/io/ios_io/PaddleMobileCPU.mm index 209022b64e..7d72a80ae3 100644 --- a/src/io/ios_io/PaddleMobileCPU.mm +++ b/src/io/ios_io/PaddleMobileCPU.mm @@ -45,21 +45,43 @@ @end +@implementation PaddleMobileCPUConfig + +-(instancetype)init { + if (self = [super init]) { + self.threadNum = 1; + self.optimize = YES; + } + return self; +} + +@end @interface PaddleMobileCPU() { paddle_mobile::PaddleMobile *pam_; BOOL loaded_; } + +@property (strong, nonatomic) PaddleMobileCPUConfig *config; + @end @implementation PaddleMobileCPU static std::mutex shared_mutex; -- (instancetype)init { +- (instancetype)initWithConfig:(PaddleMobileCPUConfig *)config { if (self = [super init]) { pam_ = new paddle_mobile::PaddleMobile(); + _config = config; + } + return self; +} + +-(instancetype)init { + if (self = [super init]) { + _config = [[PaddleMobileCPUConfig alloc] init]; } return self; } @@ -79,11 +101,11 @@ static std::mutex shared_mutex; return sharedManager; } -- (BOOL)load:(NSString *)modelPath andWeightsPath:(NSString *)weighsPath{ +- (BOOL)loadModel:(NSString *)modelPath andWeightsPath:(NSString *)weighsPath { std::string model_path_str = std::string([modelPath UTF8String]); std::string weights_path_str = std::string([weighsPath UTF8String]); - pam_->SetThreadNum(2); - if (loaded_ = pam_->Load(model_path_str, weights_path_str, true)) { + pam_->SetThreadNum(self.config.threadNum); + if (loaded_ = pam_->Load(model_path_str, weights_path_str, self.config.optimize, false, 1, self.config.loddable)) { return YES; } else { return NO; @@ -94,14 +116,14 @@ static std::mutex shared_mutex; andModelBuf:(const uint8_t *)modelBuf andModelParamsLen:(size_t)combinedParamsLen andCombinedParamsBuf:(const uint8_t *)combinedParamsBuf { - pam_->SetThreadNum(2); + pam_->SetThreadNum(self.config.threadNum); return loaded_ = pam_->LoadCombinedMemory(modelLen, modelBuf, combinedParamsLen, - const_cast(combinedParamsBuf)); + const_cast(combinedParamsBuf), self.config.optimize, false, 1, self.config.loddable); } - (BOOL)load:(NSString *)modelAndWeightPath{ std::string model_path_str = std::string([modelAndWeightPath UTF8String]); - if (loaded_ = pam_->Load(model_path_str)) { + if (loaded_ = pam_->Load(model_path_str, self.config.optimize, false, 1, self.config.loddable)) { return YES; } else { return NO; @@ -116,6 +138,10 @@ static std::mutex shared_mutex; dim:(NSArray *)dim { std::lock_guard lock(shared_mutex); + if (means == nil) { + means = @[@0, @0, @0]; + } + // dim to c++ vector, get numel std::vector dim_vec; int numel = 1; @@ -234,7 +260,7 @@ static std::mutex shared_mutex; return cpuResult; } -- (NSArray *)predict:(CGImageRef)image dim:(NSArray *)dim means:(NSArray *)means scale:(float)scale{ +- (PaddleMobileCPUResult *)predict:(CGImageRef)image dim:(NSArray *)dim means:(NSArray *)means scale:(float)scale{ // printf(" predict one "); std::lock_guard lock(shared_mutex); if (!loaded_) { @@ -283,28 +309,22 @@ static std::mutex shared_mutex; // predict std::vector 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]]]; - } - + float *output_pointer = new float[cpp_result.size()]; + memcpy(output_pointer, cpp_result.data(), + cpp_result.size() * sizeof(float)); + PaddleMobileCPUResult *cpuResult = [[PaddleMobileCPUResult alloc] init]; + [cpuResult toSetOutput: output_pointer]; + [cpuResult toSetOutputSize: cpp_result.size()]; free(output); - - // 待验证 - // if ([UIDevice currentDevice].systemVersion.doubleValue < 11.0) { CFRelease(cfData); cfData = NULL; - // } - return result; + return cpuResult; } -- (NSArray *)predict:(CGImageRef)image dim:(NSArray *)dim { - [self predict:image dim:dim means:nil scale:1]; +- (PaddleMobileCPUResult *)predict:(CGImageRef)image dim:(NSArray *)dim { + return [self predict:image dim:dim means:nil scale:1]; } - (void)clear{ diff --git a/src/io/paddle_mobile.cpp b/src/io/paddle_mobile.cpp index cb70514687..5aee84621d 100644 --- a/src/io/paddle_mobile.cpp +++ b/src/io/paddle_mobile.cpp @@ -75,11 +75,10 @@ template bool PaddleMobile::LoadCombinedMemory(size_t model_len, const uint8_t *model_buf, size_t combined_params_len, - uint8_t *combined_params_buf) { - int batch_size = 1; - bool optimise = true; - bool quantification = false; - + uint8_t *combined_params_buf, + bool optimize, + bool quantification, int batch_size, + bool loddable) { if (loader_.get() == nullptr) { loader_ = std::make_shared>(); } else { @@ -89,9 +88,9 @@ bool PaddleMobile::LoadCombinedMemory(size_t model_len, if (executor_.get() == nullptr) { executor_ = std::make_shared>( loader_->LoadCombinedMemory(model_len, model_buf, combined_params_len, - combined_params_buf, optimise, + combined_params_buf, optimize, quantification), - batch_size, optimise); + batch_size, optimize, loddable); } else { LOG(kLOG_INFO) << "executor inited"; } diff --git a/src/io/paddle_mobile.h b/src/io/paddle_mobile.h index ab148e7361..2d0707ad3b 100644 --- a/src/io/paddle_mobile.h +++ b/src/io/paddle_mobile.h @@ -61,7 +61,8 @@ class PaddleMobile { bool LoadCombinedMemory(size_t model_len, const uint8_t *model_buf, size_t combined_params_len, - uint8_t *combined_params_buf); + uint8_t *combined_params_buf, bool optimize = false, bool quantification = false, + int batch_size = 1, bool loddable = false); void SetThreadNum(int num); void Clear(); -- GitLab