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提交 c1841946 编写于 作者: L liuruilong
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add objc interface

上级 11ec9575
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metal/paddle-mobile-demo/paddle-mobile-demo.xcodeproj/project.pbxproj
浏览文件 @ c1841946
......@@ -14,10 +14,6 @@
FC039B8720E11C550081E9F8 /* Main.storyboard in Resources */ = {isa = PBXBuildFile; fileRef = FC039B8520E11C550081E9F8 /* Main.storyboard */; };
FC039B8920E11C560081E9F8 /* Assets.xcassets in Resources */ = {isa = PBXBuildFile; fileRef = FC039B8820E11C560081E9F8 /* Assets.xcassets */; };
FC039B8C20E11C560081E9F8 /* LaunchScreen.storyboard in Resources */ = {isa = PBXBuildFile; fileRef = FC039B8A20E11C560081E9F8 /* LaunchScreen.storyboard */; };
FC27991321343A3A000B6BAD /* CPUCompute.mm in Sources */ = {isa = PBXBuildFile; fileRef = FC27991221343A3A000B6BAD /* CPUCompute.mm */; };
FC3C800F2133F46600D1295E /* MobileNetSSD.swift in Sources */ = {isa = PBXBuildFile; fileRef = FC3C800E2133F46600D1295E /* MobileNetSSD.swift */; };
FC3C80112133F4AB00D1295E /* MobileNet.swift in Sources */ = {isa = PBXBuildFile; fileRef = FC3C80102133F4AB00D1295E /* MobileNet.swift */; };
FC8CFEE2213524EA0094D569 /* Genet.swift in Sources */ = {isa = PBXBuildFile; fileRef = FC8CFEE1213524EA0094D569 /* Genet.swift */; };
FC8CFEE62135452C0094D569 /* genet_params in Resources */ = {isa = PBXBuildFile; fileRef = FC8CFEE42135452B0094D569 /* genet_params */; };
FC8CFEE72135452C0094D569 /* genet_model in Resources */ = {isa = PBXBuildFile; fileRef = FC8CFEE52135452B0094D569 /* genet_model */; };
FC8CFEF8213551D10094D569 /* params in Resources */ = {isa = PBXBuildFile; fileRef = FC8CFEF6213551D00094D569 /* params */; };
......@@ -61,12 +57,7 @@
FC039B8B20E11C560081E9F8 /* Base */ = {isa = PBXFileReference; lastKnownFileType = file.storyboard; name = Base; path = Base.lproj/LaunchScreen.storyboard; sourceTree = "<group>"; };
FC039B8D20E11C560081E9F8 /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist.xml; path = Info.plist; sourceTree = "<group>"; };
FC27991121343A39000B6BAD /* paddle-mobile-demo-Bridging-Header.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = "paddle-mobile-demo-Bridging-Header.h"; sourceTree = "<group>"; };
FC27991221343A3A000B6BAD /* CPUCompute.mm */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.cpp.objcpp; path = CPUCompute.mm; sourceTree = "<group>"; };
FC27991421343A46000B6BAD /* CPUCompute.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = CPUCompute.h; sourceTree = "<group>"; };
FC3C800E2133F46600D1295E /* MobileNetSSD.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = MobileNetSSD.swift; sourceTree = "<group>"; };
FC3C80102133F4AB00D1295E /* MobileNet.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = MobileNet.swift; sourceTree = "<group>"; };
FC4FD97B2140EE250073E130 /* libc++.tbd */ = {isa = PBXFileReference; lastKnownFileType = "sourcecode.text-based-dylib-definition"; name = "libc++.tbd"; path = "usr/lib/libc++.tbd"; sourceTree = SDKROOT; };
FC8CFEE1213524EA0094D569 /* Genet.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = Genet.swift; sourceTree = "<group>"; };
FC8CFEE42135452B0094D569 /* genet_params */ = {isa = PBXFileReference; lastKnownFileType = file; path = genet_params; sourceTree = "<group>"; };
FC8CFEE52135452B0094D569 /* genet_model */ = {isa = PBXFileReference; lastKnownFileType = file; path = genet_model; sourceTree = "<group>"; };
FC8CFEF6213551D00094D569 /* params */ = {isa = PBXFileReference; lastKnownFileType = file; path = params; sourceTree = "<group>"; };
......@@ -178,11 +169,6 @@
children = (
FC013927210204A3008100E3 /* PreProcessKernel.metal */,
FCBCCC542122EF5400D94F7E /* MetalHelper.swift */,
FC3C800E2133F46600D1295E /* MobileNetSSD.swift */,
FC3C80102133F4AB00D1295E /* MobileNet.swift */,
FC27991221343A3A000B6BAD /* CPUCompute.mm */,
FC27991421343A46000B6BAD /* CPUCompute.h */,
FC8CFEE1213524EA0094D569 /* Genet.swift */,
);
path = Net;
sourceTree = "<group>";
......@@ -341,11 +327,7 @@
files = (
FC039B8420E11C550081E9F8 /* ViewController.swift in Sources */,
FC013928210204A3008100E3 /* PreProcessKernel.metal in Sources */,
FC8CFEE2213524EA0094D569 /* Genet.swift in Sources */,
FCBCCC552122EF5500D94F7E /* MetalHelper.swift in Sources */,
FC27991321343A3A000B6BAD /* CPUCompute.mm in Sources */,
FC3C80112133F4AB00D1295E /* MobileNet.swift in Sources */,
FC3C800F2133F46600D1295E /* MobileNetSSD.swift in Sources */,
FC039B8220E11C550081E9F8 /* AppDelegate.swift in Sources */,
);
runOnlyForDeploymentPostprocessing = 0;
......
metal/paddle-mobile/paddle-mobile.xcodeproj/project.pbxproj
浏览文件 @ c1841946
......@@ -41,8 +41,11 @@
FC0E2DBE20EE460D009C1FAC /* BatchNormKernel.swift in Sources */ = {isa = PBXBuildFile; fileRef = FC0E2DBD20EE460D009C1FAC /* BatchNormKernel.swift */; };
FC0E2DC020EE461F009C1FAC /* ElementwiseAddKernel.swift in Sources */ = {isa = PBXBuildFile; fileRef = FC0E2DBF20EE461F009C1FAC /* ElementwiseAddKernel.swift */; };
FC1B16B320EC9A4F00678B91 /* Kernels.metal in Sources */ = {isa = PBXBuildFile; fileRef = FC1B16B220EC9A4F00678B91 /* Kernels.metal */; };
FC292C5421421B2F00CF622F /* PaddleMobileGPU.h in Headers */ = {isa = PBXBuildFile; fileRef = FC292C5321421B2E00CF622F /* PaddleMobileGPU.h */; };
FC292C5421421B2F00CF622F /* PaddleMobileGPU.h in Headers */ = {isa = PBXBuildFile; fileRef = FC292C5321421B2E00CF622F /* PaddleMobileGPU.h */; settings = {ATTRIBUTES = (Public, ); }; };
FC292C5621421B4600CF622F /* PaddleMobileGPU.m in Sources */ = {isa = PBXBuildFile; fileRef = FC292C5521421B4600CF622F /* PaddleMobileGPU.m */; };
FC292C81214255BD00CF622F /* CPUCompute.mm in Sources */ = {isa = PBXBuildFile; fileRef = FC292C7C214255BC00CF622F /* CPUCompute.mm */; };
FC292C82214255BD00CF622F /* MobileNetSSD.swift in Sources */ = {isa = PBXBuildFile; fileRef = FC292C7E214255BC00CF622F /* MobileNetSSD.swift */; };
FC292C85214257CB00CF622F /* CPUCompute.h in Headers */ = {isa = PBXBuildFile; fileRef = FC292C7D214255BC00CF622F /* CPUCompute.h */; settings = {ATTRIBUTES = (Public, ); }; };
FC3602CC2108819F00FACB58 /* PaddleMobileUnitTest.swift in Sources */ = {isa = PBXBuildFile; fileRef = FC3602CB2108819F00FACB58 /* PaddleMobileUnitTest.swift */; };
FC4CB74920F0B954007C0C6D /* ConvKernel.metal in Sources */ = {isa = PBXBuildFile; fileRef = FC4CB74820F0B954007C0C6D /* ConvKernel.metal */; };
FC4CB74B20F12C30007C0C6D /* ProgramOptimize.swift in Sources */ = {isa = PBXBuildFile; fileRef = FC4CB74A20F12C30007C0C6D /* ProgramOptimize.swift */; };
......@@ -141,6 +144,9 @@
FC27990D21341016000B6BAD /* BoxCoder.metal */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.metal; path = BoxCoder.metal; sourceTree = "<group>"; };
FC292C5321421B2E00CF622F /* PaddleMobileGPU.h */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.c.h; path = PaddleMobileGPU.h; sourceTree = "<group>"; };
FC292C5521421B4600CF622F /* PaddleMobileGPU.m */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.objc; path = PaddleMobileGPU.m; sourceTree = "<group>"; };
FC292C7C214255BC00CF622F /* CPUCompute.mm */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.cpp.objcpp; path = CPUCompute.mm; sourceTree = "<group>"; };
FC292C7D214255BC00CF622F /* CPUCompute.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = CPUCompute.h; sourceTree = "<group>"; };
FC292C7E214255BC00CF622F /* MobileNetSSD.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = MobileNetSSD.swift; sourceTree = "<group>"; };
FC3602CB2108819F00FACB58 /* PaddleMobileUnitTest.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PaddleMobileUnitTest.swift; sourceTree = "<group>"; };
FC4CB74820F0B954007C0C6D /* ConvKernel.metal */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.metal; path = ConvKernel.metal; sourceTree = "<group>"; };
FC4CB74A20F12C30007C0C6D /* ProgramOptimize.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ProgramOptimize.swift; sourceTree = "<group>"; };
......@@ -250,6 +256,9 @@
FC039B6C20E11C3C0081E9F8 /* paddle-mobile */ = {
isa = PBXGroup;
children = (
FC292C7E214255BC00CF622F /* MobileNetSSD.swift */,
FC292C7C214255BC00CF622F /* CPUCompute.mm */,
FC292C7D214255BC00CF622F /* CPUCompute.h */,
FC292C5521421B4600CF622F /* PaddleMobileGPU.m */,
FC292C5321421B2E00CF622F /* PaddleMobileGPU.h */,
FC4FD9762140E4920073E130 /* CPU */,
......@@ -424,6 +433,7 @@
buildActionMask = 2147483647;
files = (
FC4FD9792140E4980073E130 /* PaddleMobile.h in Headers */,
FC292C85214257CB00CF622F /* CPUCompute.h in Headers */,
FC292C5421421B2F00CF622F /* PaddleMobileGPU.h in Headers */,
FC039B6F20E11C3C0081E9F8 /* paddle_mobile.h in Headers */,
);
......@@ -540,6 +550,7 @@
FCDDC6C6212F9FB800E5EF74 /* PreluKernel.swift in Sources */,
FCA67CD52138272900BD58AA /* ConvAddMetal.metal in Sources */,
FCBCCC5B2122F66F00D94F7E /* ConvBNReluKernel.swift in Sources */,
FC292C81214255BD00CF622F /* CPUCompute.mm in Sources */,
FCEBC0F420F1FDD90099DBAF /* ConvAddBatchNormReluOp.swift in Sources */,
FC0E2DC020EE461F009C1FAC /* ElementwiseAddKernel.swift in Sources */,
4AF928772133F1DB005B6C3A /* BoxCoder.metal in Sources */,
......@@ -584,6 +595,7 @@
FC0E2DBE20EE460D009C1FAC /* BatchNormKernel.swift in Sources */,
FC039BAB20E11CBC0081E9F8 /* Operator.swift in Sources */,
FCD04E6A20F319EC0007374F /* SoftmaxOp.swift in Sources */,
FC292C82214255BD00CF622F /* MobileNetSSD.swift in Sources */,
FCBCCC612122FBDF00D94F7E /* PriorBoxKernel.swift in Sources */,
FCBCCC5F2122FB3B00D94F7E /* PriorBoxOp.swift in Sources */,
FC9D038220E2312E000F735A /* FetchOp.swift in Sources */,
......
metal/paddle-mobile-demo/paddle-mobile-demo/Net/Genet.swift → metal/paddle-mobile/paddle-mobile/Genet.swift
浏览文件 @ c1841946
......@@ -17,12 +17,13 @@ import paddle_mobile
class Genet: Net {
var means: [Float] = [128.0, 128.0, 128.0]
var scale: Float = 0.017
let except: Int = 0
// var means: [Float] = [128.0, 128.0, 128.0]
//
// var scale: Float = 0.017
//
// let except: Int = 0
//
class GenetPreProccess: CusomKernel {
init(device: MTLDevice) {
let s = CusomKernel.Shape.init(inWidth: 128, inHeight: 128, inChannel: 3)
......@@ -30,21 +31,22 @@ class Genet: Net {
}
}
func resultStr(res: [Float]) -> String {
override func resultStr(res: [Float]) -> String {
return " \(Array<Float>(res.suffix(10))) ... "
}
var preprocessKernel: CusomKernel
let dim = (n: 1, h: 128, w: 128, c: 3)
let modelPath: String
let paramPath: String
let modelDir: String
// var preprocessKernel: CusomKernel
// let dim = (n: 1, h: 128, w: 128, c: 3)
// let modelPath: String
// let paramPath: String
// let modelDir: String
init() {
init(device: MTLDevice) {
modelPath = Bundle.main.path(forResource: "genet_model", ofType: nil) ?! "model null"
paramPath = Bundle.main.path(forResource: "genet_params", ofType: nil) ?! "para null"
modelDir = ""
preprocessKernel = GenetPreProccess.init(device: MetalHelper.shared.device)
preprocessKernel = GenetPreProccess.init(device: device)
}
}
metal/paddle-mobile-demo/paddle-mobile-demo/Net/MobileNet.swift → metal/paddle-mobile/paddle-mobile/MobileNet.swift
浏览文件 @ c1841946
......@@ -15,8 +15,6 @@
import Foundation
import paddle_mobile
class MobileNet: Net{
var means: [Float] = [123.68, 116.78, 103.94]
......@@ -65,11 +63,11 @@ class MobileNet: Net{
let paramPath: String
let modelDir: String
init() {
init(device: MTLDevice) {
modelPath = Bundle.main.path(forResource: "model", ofType: nil) ?! "model null"
paramPath = Bundle.main.path(forResource: "params", ofType: nil) ?! "para null"
modelDir = ""
preprocessKernel = MobilenetPreProccess.init(device: MetalHelper.shared.device)
preprocessKernel = MobilenetPreProccess.init(device: device)
}
}
metal/paddle-mobile-demo/paddle-mobile-demo/Net/MobileNetSSD.swift → metal/paddle-mobile/paddle-mobile/MobileNetSSD.swift
浏览文件 @ c1841946
......@@ -13,15 +13,24 @@
limitations under the License. */
import Foundation
import paddle_mobile
//import
//import pad
class MobileNet_ssd_hand: Net{
var means: [Float] = [123.68, 116.78, 103.94]
class MobileNet_ssd_hand: Net{
var scale: Float = 0.017
@objc override init(device: MTLDevice) {
super.init(device: device)
means = [123.68, 116.78, 103.94]
scale = 0.017
except = 2
modelPath = Bundle.main.path(forResource: "ssd_hand_model", ofType: nil) ?! "model null"
paramPath = Bundle.main.path(forResource: "ssd_hand_params", ofType: nil) ?! "para null"
modelDir = ""
preprocessKernel = MobilenetssdPreProccess.init(device: device)
dim = (n: 1, h: 300, w: 300, c: 3)
}
let except: Int = 2
class MobilenetssdPreProccess: CusomKernel {
init(device: MTLDevice) {
let s = CusomKernel.Shape.init(inWidth: 300, inHeight: 300, inChannel: 3)
......@@ -29,11 +38,11 @@ class MobileNet_ssd_hand: Net{
}
}
func resultStr(res: [Float]) -> String {
override func resultStr(res: [Float]) -> String {
return " \(res)"
}
func fetchResult(paddleMobileRes: ResultHolder) -> [Float32] {
override func fetchResult(paddleMobileRes: ResultHolder) -> [Float32] {
guard let interRes = paddleMobileRes.intermediateResults else {
fatalError(" need have inter result ")
......@@ -76,18 +85,7 @@ class MobileNet_ssd_hand: Net{
return output
}
var preprocessKernel: CusomKernel
let dim: (n: Int, h: Int, w: Int, c: Int) = (n: 1, h: 300, w: 300, c: 3)
let modelPath: String
let paramPath: String
let modelDir: String
init() {
modelPath = Bundle.main.path(forResource: "ssd_hand_model", ofType: nil) ?! "model null"
paramPath = Bundle.main.path(forResource: "ssd_hand_params", ofType: nil) ?! "para null"
modelDir = ""
preprocessKernel = MobilenetssdPreProccess.init(device: MetalHelper.shared.device)
}
}
metal/paddle-mobile/paddle-mobile/PaddleMobile.swift
浏览文件 @ c1841946
......@@ -10,7 +10,7 @@ import Metal
import MetalKit
import Foundation
public enum Platform{
@objc public enum Platform: Int{
case CPU, GPU
}
......@@ -20,30 +20,31 @@ class ScaleKernel: CusomKernel {
}
}
public protocol Net {
var except: Int { get }
var means: [Float] { get }
var scale: Float { get }
var dim: (n: Int, h: Int, w: Int, c: Int) { get }
var preprocessKernel: CusomKernel { get }
// var paramPointer: UnsafeMutableRawPointer { get }
// var paramSize: Int { get }
// var modelPointer: UnsafeMutableRawPointer { get }
// var modelSize: Int { get }
var modelPath: String { get }
var paramPath: String { get }
var modelDir: String { get }
func resultStr(res: [Float]) -> String
func fetchResult(paddleMobileRes: ResultHolder) -> [Float32]
}
extension Net {
public func fetchResult(paddleMobileRes: ResultHolder) -> [Float32] {
return paddleMobileRes.resultArr
public class Net: NSObject {
var except: Int = 0
var means: [Float] = []
var scale: Float = 0.0
var dim: (n: Int, h: Int, w: Int, c: Int) = (n: 0, h: 0, w: 0, c: 0)
var preprocessKernel: CusomKernel? = nil
var paramPointer: UnsafeMutableRawPointer? = nil
var paramSize: Int = 0
var modelPointer: UnsafeMutableRawPointer? = nil
var modelSize: Int = 0
var modelPath: String = ""
var paramPath: String = ""
var modelDir: String = ""
func resultStr(res: [Float]) -> String {
fatalError()
}
func fetchResult(paddleMobileRes: ResultHolder) -> [Float32] {
fatalError()
}
@objc public init(device: MTLDevice) {
super.init()
}
}
public class Runner {
public class Runner: NSObject {
var program: Program?
var executor: Executor<Float32>?
var queue: MTLCommandQueue?
......@@ -62,7 +63,7 @@ public class Runner {
* commandQueue: GPU 是需要传入
* inPlatform: 需要使用的平台, GPU or CPU
*/
public init(inNet: Net, commandQueue: MTLCommandQueue?, inPlatform: Platform) {
@objc public init(inNet: Net, commandQueue: MTLCommandQueue?, inPlatform: Platform) {
net = inNet
queue = commandQueue
device = queue?.device
......@@ -84,7 +85,7 @@ public class Runner {
/**
* load 模型, 返回 true 可进行预测
*/
public func load() -> Bool {
@objc public func load() -> Bool {
if platform == .GPU {
guard let inDevice = device, let inQueue = queue else {
print(" paddle mobile gpu load error, need MTLCommandQueue")
......@@ -104,7 +105,7 @@ public class Runner {
return true
}
public func predict(inputPointer: UnsafeMutablePointer<Float32>, completion: @escaping ( _ success: Bool, _ resultArray: [Float32]) -> Void) {
@objc public func predict(inputPointer: UnsafeMutablePointer<Float32>, completion: @escaping ( _ success: Bool, _ resultArray: [Float32]) -> Void) {
guard let res = cpuPaddleMobile?.predictInput(inputPointer, dim: dimsNum, means: meansNumber, scale: net.scale) else {
completion(false, [])
return
......@@ -117,7 +118,7 @@ public class Runner {
* texture: 需要预测的 texture 需要做过预处理
* ( _ success: Bool, _ time:TimeInterval, _ resultArray: [Float32]) -> Void : 回调闭包, 三个参数分别为: 是否成功, 预测耗时, 结果数组
*/
public func predict(texture: MTLTexture, completion: @escaping ( _ success: Bool, _ resultArray: [Float32]) -> Void) {
@objc public func predict(texture: MTLTexture, completion: @escaping ( _ success: Bool, _ resultArray: [Float32]) -> Void) {
do {
try self.executor?.predict(input: texture, dim: [self.net.dim.n, self.net.dim.h, self.net.dim.w, self.net.dim.c], completionHandle: { [weak self] (res) in
guard let SSelf = self else {
......@@ -138,7 +139,7 @@ public class Runner {
* cgImage: 需要预测的图片
* ( _ success: Bool, _ time:TimeInterval, _ resultArray: [Float32]) -> Void : 回调闭包, 三个参数分别为: 是否成功, 预测耗时, 结果数组
*/
public func predict(cgImage: CGImage, completion: @escaping ( _ success: Bool, _ resultArray: [Float32]) -> Void) {
@objc public func predict(cgImage: CGImage, completion: @escaping ( _ success: Bool, _ resultArray: [Float32]) -> Void) {
if platform == .GPU {
getTexture(image: cgImage) { [weak self] (texture) in
guard let SSelf = self else {
......@@ -157,7 +158,7 @@ public class Runner {
/*
* 清理内存, 调用此函数后, 不能再使用, 需重新 load
*/
public func clear() {
@objc public func clear() {
if platform == .GPU {
executor?.clear()
executor = nil
......@@ -167,7 +168,7 @@ public class Runner {
}
}
public func preproccess(image: CGImage) -> UnsafeMutablePointer<Float> {
@objc public func preproccess(image: CGImage) -> UnsafeMutablePointer<Float> {
let output = UnsafeMutablePointer<Float>.allocate(capacity: numel)
let means = net.means.map { NSNumber.init(value: $0) }
let dims = [NSNumber.init(value: net.dim.n),
......@@ -181,7 +182,7 @@ public class Runner {
/*
* 获取 texture, 对 texture 进行预处理, GPU 预测时使用
*/
public func getTexture(image: CGImage, getTexture: @escaping (MTLTexture) -> Void) {
@objc public func getTexture(image: CGImage, getTexture: @escaping (MTLTexture) -> Void) {
let texture = try? textureLoader?.newTexture(cgImage: image, options: [:]) ?! " texture loader error"
scaleTexture(input: texture!, size: (net.dim.w, net.dim.h), complete: getTexture)
}
......
metal/paddle-mobile/paddle-mobile/PaddleMobileGPU.h
浏览文件 @ c1841946
......@@ -19,7 +19,7 @@ typedef enum : NSUInteger {
MobileNet,
MobileNetSSD,
Genet,
} Net;
} NetType;
@interface ModelConfig: NSObject
......@@ -64,7 +64,7 @@ typedef enum : NSUInteger {
/*
* 初始化
*/
-(instancetype)initWithCommandQueue:(id<MTLCommandQueue>)queue net:(Net)netType modelConfig:(ModelConfig *)config;
-(instancetype)initWithCommandQueue:(id<MTLCommandQueue>)queue net:(NetType)netType modelConfig:(ModelConfig *)config;
/*
* paramPointer 模型参数内存地址
......
metal/paddle-mobile/paddle-mobile/PaddleMobileGPU.m
浏览文件 @ c1841946
......@@ -7,3 +7,22 @@
//
#import <Foundation/Foundation.h>
#import "PaddleMobileGPU.h"
#import "paddle_mobile/paddle_mobile-Swift.h"
@implementation PaddleMobileGPU
-(void)clrear {
// [[ResultHolder alloc] init];
// [[TestClass alloc] init];
// [[TestClass alloc] initWithI:<#(NSInteger)#>]
// ResultHolder;
}
@end
metal/paddle-mobile/paddle-mobile/paddle_mobile.h
浏览文件 @ c1841946
......@@ -14,8 +14,8 @@
#pragma once
#import "PaddleMobile.h"
#import "CPUCompute.h"
#import <UIKit/UIKit.h>
//! Project version number for paddle_mobile.
......
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