提交 9dc83fa1 编写于 作者: L liuruilong

add ios gpu demo

上级 056d19eb
......@@ -12,3 +12,8 @@ target 'paddle-mobile' do
project 'paddle-mobile/paddle-mobile.xcodeproj'
pod 'SwiftProtobuf', '~> 1.0'
end
target 'paddle-mobile-unit-test' do
project 'paddle-mobile-unit-test/paddle-mobile-unit-test.xcodeproj'
pod 'SwiftProtobuf', '~> 1.0'
end
......@@ -218,6 +218,8 @@
FC3602C82108580600FACB58 /* MetalHelper.swift in Sources */ = {isa = PBXBuildFile; fileRef = FC3602C72108580600FACB58 /* MetalHelper.swift */; };
FCD04E6320F3146B0007374F /* params in Resources */ = {isa = PBXBuildFile; fileRef = FCD04E6120F3146A0007374F /* params */; };
FCD04E6420F3146B0007374F /* model in Resources */ = {isa = PBXBuildFile; fileRef = FCD04E6220F3146A0007374F /* model */; };
FCDFD3FB211D72C3005AB38B /* ModelHelper.swift in Sources */ = {isa = PBXBuildFile; fileRef = FCDFD3FA211D72C3005AB38B /* ModelHelper.swift */; };
FCDFD41B211D91C7005AB38B /* synset.txt in Resources */ = {isa = PBXBuildFile; fileRef = FCDFD41A211D91C7005AB38B /* synset.txt */; };
FCEBEC2C20E1391F00C0B14D /* paddle_mobile.framework in Frameworks */ = {isa = PBXBuildFile; fileRef = FCEBEC2B20E1391F00C0B14D /* paddle_mobile.framework */; };
FCEBEC2D20E1391F00C0B14D /* paddle_mobile.framework in Embed Frameworks */ = {isa = PBXBuildFile; fileRef = FCEBEC2B20E1391F00C0B14D /* paddle_mobile.framework */; settings = {ATTRIBUTES = (CodeSignOnCopy, RemoveHeadersOnCopy, ); }; };
FCEEE7D4210627A000444BEC /* banana.jpeg in Resources */ = {isa = PBXBuildFile; fileRef = FCEEE7D3210627A000444BEC /* banana.jpeg */; };
......@@ -453,6 +455,8 @@
FC3602C72108580600FACB58 /* MetalHelper.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = MetalHelper.swift; sourceTree = "<group>"; };
FCD04E6120F3146A0007374F /* params */ = {isa = PBXFileReference; lastKnownFileType = file; path = params; sourceTree = "<group>"; };
FCD04E6220F3146A0007374F /* model */ = {isa = PBXFileReference; lastKnownFileType = file; path = model; sourceTree = "<group>"; };
FCDFD3FA211D72C3005AB38B /* ModelHelper.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ModelHelper.swift; sourceTree = "<group>"; };
FCDFD41A211D91C7005AB38B /* synset.txt */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = text; path = synset.txt; sourceTree = "<group>"; };
FCEBEC2B20E1391F00C0B14D /* paddle_mobile.framework */ = {isa = PBXFileReference; explicitFileType = wrapper.framework; path = paddle_mobile.framework; sourceTree = BUILT_PRODUCTS_DIR; };
FCEEE7D3210627A000444BEC /* banana.jpeg */ = {isa = PBXFileReference; lastKnownFileType = image.jpeg; path = banana.jpeg; sourceTree = "<group>"; };
/* End PBXFileReference section */
......@@ -519,6 +523,7 @@
FC039B8A20E11C560081E9F8 /* LaunchScreen.storyboard */,
FC039B8D20E11C560081E9F8 /* Info.plist */,
FC3602C72108580600FACB58 /* MetalHelper.swift */,
FCDFD3FA211D72C3005AB38B /* ModelHelper.swift */,
);
path = "paddle-mobile-demo";
sourceTree = "<group>";
......@@ -526,6 +531,7 @@
FC0E2C1D20EDC030009C1FAC /* images */ = {
isa = PBXGroup;
children = (
FCDFD41A211D91C7005AB38B /* synset.txt */,
FCEEE7D3210627A000444BEC /* banana.jpeg */,
FC0E2C1E20EDC030009C1FAC /* apple.jpg */,
);
......@@ -946,6 +952,7 @@
FC0E2D5D20EDC03C009C1FAC /* batch_norm_15.w_1 in Resources */,
FC0E2D2820EDC03B009C1FAC /* batch_norm_23.w_0 in Resources */,
FC0E2D3B20EDC03C009C1FAC /* conv2d_29.b_0 in Resources */,
FCDFD41B211D91C7005AB38B /* synset.txt in Resources */,
FC0E2D4120EDC03C009C1FAC /* batch_norm_30.w_1 in Resources */,
FC0E2D1E20EDC03B009C1FAC /* batch_norm_10.w_2 in Resources */,
FC0E2D0F20EDC03B009C1FAC /* batch_norm_5.w_0 in Resources */,
......@@ -1077,6 +1084,7 @@
buildActionMask = 2147483647;
files = (
FC039B8420E11C550081E9F8 /* ViewController.swift in Sources */,
FCDFD3FB211D72C3005AB38B /* ModelHelper.swift in Sources */,
FC013928210204A3008100E3 /* PreProcessKernel.metal in Sources */,
FC039B8220E11C550081E9F8 /* AppDelegate.swift in Sources */,
FC3602C82108580600FACB58 /* MetalHelper.swift in Sources */,
......
......@@ -42,7 +42,7 @@
</AdditionalOptions>
</TestAction>
<LaunchAction
buildConfiguration = "Release"
buildConfiguration = "Debug"
selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB"
selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB"
launchStyle = "0"
......
......@@ -7,7 +7,7 @@
<key>paddle-mobile-demo.xcscheme</key>
<dict>
<key>orderHint</key>
<integer>3</integer>
<integer>2</integer>
</dict>
</dict>
<key>SuppressBuildableAutocreation</key>
......
<?xml version="1.0" encoding="UTF-8"?>
<document type="com.apple.InterfaceBuilder3.CocoaTouch.Storyboard.XIB" version="3.0" toolsVersion="13122.16" systemVersion="17A277" targetRuntime="iOS.CocoaTouch" propertyAccessControl="none" useAutolayout="YES" useTraitCollections="YES" useSafeAreas="YES" colorMatched="YES" initialViewController="BYZ-38-t0r">
<document type="com.apple.InterfaceBuilder3.CocoaTouch.Storyboard.XIB" version="3.0" toolsVersion="14113" targetRuntime="iOS.CocoaTouch" propertyAccessControl="none" useAutolayout="YES" useTraitCollections="YES" useSafeAreas="YES" colorMatched="YES" initialViewController="BYZ-38-t0r">
<device id="retina4_7" orientation="portrait">
<adaptation id="fullscreen"/>
</device>
<dependencies>
<plugIn identifier="com.apple.InterfaceBuilder.IBCocoaTouchPlugin" version="13104.12"/>
<deployment identifier="iOS"/>
<plugIn identifier="com.apple.InterfaceBuilder.IBCocoaTouchPlugin" version="14088"/>
<capability name="Safe area layout guides" minToolsVersion="9.0"/>
<capability name="documents saved in the Xcode 8 format" minToolsVersion="8.0"/>
</dependencies>
......@@ -9,16 +13,171 @@
<!--View Controller-->
<scene sceneID="tne-QT-ifu">
<objects>
<viewController id="BYZ-38-t0r" customClass="ViewController" customModuleProvider="target" sceneMemberID="viewController">
<viewController id="BYZ-38-t0r" customClass="ViewController" customModule="paddle_mobile_demo" customModuleProvider="target" sceneMemberID="viewController">
<view key="view" contentMode="scaleToFill" id="8bC-Xf-vdC">
<rect key="frame" x="0.0" y="0.0" width="375" height="667"/>
<autoresizingMask key="autoresizingMask" widthSizable="YES" heightSizable="YES"/>
<subviews>
<imageView userInteractionEnabled="NO" contentMode="scaleAspectFit" horizontalHuggingPriority="251" verticalHuggingPriority="251" translatesAutoresizingMaskIntoConstraints="NO" id="ZZh-fw-LwK">
<rect key="frame" x="0.0" y="20" width="375" height="244"/>
</imageView>
<label opaque="NO" userInteractionEnabled="NO" contentMode="left" horizontalHuggingPriority="251" verticalHuggingPriority="251" text="Thread:" textAlignment="natural" lineBreakMode="tailTruncation" baselineAdjustment="alignBaselines" adjustsFontSizeToFit="NO" translatesAutoresizingMaskIntoConstraints="NO" id="2EB-m2-a3L">
<rect key="frame" x="10" y="545" width="68" height="24"/>
<constraints>
<constraint firstAttribute="width" constant="68" id="Q5J-tq-JSX"/>
<constraint firstAttribute="height" constant="24" id="SYv-As-Si8"/>
</constraints>
<fontDescription key="fontDescription" type="system" pointSize="20"/>
<nil key="textColor"/>
<nil key="highlightedColor"/>
</label>
<pickerView contentMode="scaleToFill" translatesAutoresizingMaskIntoConstraints="NO" id="DlO-dk-RMr">
<rect key="frame" x="88" y="517.5" width="287" height="80"/>
<constraints>
<constraint firstAttribute="height" constant="80" id="Sbi-05-Mwd"/>
</constraints>
</pickerView>
<pickerView contentMode="scaleToFill" translatesAutoresizingMaskIntoConstraints="NO" id="6MG-gv-hD5">
<rect key="frame" x="85" y="408" width="290" height="80"/>
<constraints>
<constraint firstAttribute="height" constant="80" id="yAL-JY-G6b"/>
</constraints>
</pickerView>
<label opaque="NO" userInteractionEnabled="NO" contentMode="left" horizontalHuggingPriority="251" verticalHuggingPriority="251" text="Models" textAlignment="natural" lineBreakMode="tailTruncation" baselineAdjustment="alignBaselines" adjustsFontSizeToFit="NO" translatesAutoresizingMaskIntoConstraints="NO" id="avL-VK-Kha">
<rect key="frame" x="10" y="436" width="65" height="24"/>
<constraints>
<constraint firstAttribute="width" constant="65" id="6oA-g2-Xq4"/>
<constraint firstAttribute="height" constant="24" id="EwE-B3-z2R"/>
</constraints>
<fontDescription key="fontDescription" type="system" pointSize="20"/>
<nil key="textColor"/>
<nil key="highlightedColor"/>
</label>
<button opaque="NO" contentMode="scaleToFill" contentHorizontalAlignment="center" contentVerticalAlignment="center" buttonType="roundedRect" showsTouchWhenHighlighted="YES" lineBreakMode="middleTruncation" translatesAutoresizingMaskIntoConstraints="NO" id="wUL-9N-u1V">
<rect key="frame" x="16" y="619" width="63.5" height="30"/>
<state key="normal" title="Image"/>
<connections>
<action selector="selectImageAct:" destination="BYZ-38-t0r" eventType="touchUpInside" id="5uR-SM-fKO"/>
</connections>
</button>
<button opaque="NO" contentMode="scaleToFill" contentHorizontalAlignment="center" contentVerticalAlignment="center" buttonType="roundedRect" showsTouchWhenHighlighted="YES" lineBreakMode="middleTruncation" translatesAutoresizingMaskIntoConstraints="NO" id="XpL-9M-UOp">
<rect key="frame" x="109.5" y="619" width="63" height="30"/>
<state key="normal" title="Load"/>
<connections>
<action selector="loadAct:" destination="BYZ-38-t0r" eventType="touchUpInside" id="fZ5-CQ-jCY"/>
</connections>
</button>
<button opaque="NO" contentMode="scaleToFill" contentHorizontalAlignment="center" contentVerticalAlignment="center" buttonType="roundedRect" showsTouchWhenHighlighted="YES" lineBreakMode="middleTruncation" translatesAutoresizingMaskIntoConstraints="NO" id="R90-Yf-S6g">
<rect key="frame" x="202.5" y="619" width="63.5" height="30"/>
<state key="normal" title="Predict"/>
<connections>
<action selector="predictAct:" destination="BYZ-38-t0r" eventType="touchUpInside" id="Iyy-sY-gt4"/>
</connections>
</button>
<button opaque="NO" contentMode="scaleToFill" contentHorizontalAlignment="center" contentVerticalAlignment="center" buttonType="roundedRect" showsTouchWhenHighlighted="YES" lineBreakMode="middleTruncation" translatesAutoresizingMaskIntoConstraints="NO" id="a3K-ri-NVs">
<rect key="frame" x="296" y="619" width="63" height="30"/>
<state key="normal" title="Clear"/>
<connections>
<action selector="clearAct:" destination="BYZ-38-t0r" eventType="touchUpInside" id="JYf-UX-rCR"/>
</connections>
</button>
<view contentMode="scaleToFill" translatesAutoresizingMaskIntoConstraints="NO" id="w7H-Sk-Rai">
<rect key="frame" x="79.5" y="619" width="30" height="30"/>
<color key="backgroundColor" white="1" alpha="1" colorSpace="custom" customColorSpace="genericGamma22GrayColorSpace"/>
<constraints>
<constraint firstAttribute="height" constant="30" id="tje-ct-ded"/>
<constraint firstAttribute="width" constant="30" id="vYd-Fc-KAj"/>
</constraints>
</view>
<view contentMode="scaleToFill" translatesAutoresizingMaskIntoConstraints="NO" id="T4O-nx-ciH">
<rect key="frame" x="266" y="619" width="30" height="30"/>
<color key="backgroundColor" white="1" alpha="1" colorSpace="custom" customColorSpace="genericGamma22GrayColorSpace"/>
<constraints>
<constraint firstAttribute="height" constant="30" id="CZQ-vS-4di"/>
<constraint firstAttribute="width" constant="30" id="fXE-S7-ZXL"/>
</constraints>
</view>
<view contentMode="scaleToFill" translatesAutoresizingMaskIntoConstraints="NO" id="976-fk-Kx2">
<rect key="frame" x="172.5" y="619" width="30" height="30"/>
<color key="backgroundColor" white="1" alpha="1" colorSpace="custom" customColorSpace="genericGamma22GrayColorSpace"/>
<constraints>
<constraint firstAttribute="height" constant="30" id="JBc-yg-8YH"/>
<constraint firstAttribute="width" constant="30" id="L4p-hP-s5C"/>
</constraints>
</view>
<label opaque="NO" userInteractionEnabled="NO" contentMode="left" horizontalHuggingPriority="251" verticalHuggingPriority="251" text="结果:" textAlignment="center" lineBreakMode="tailTruncation" numberOfLines="0" baselineAdjustment="alignBaselines" adjustsFontSizeToFit="NO" translatesAutoresizingMaskIntoConstraints="NO" id="iYE-gj-eTb">
<rect key="frame" x="10" y="320" width="355" height="80"/>
<constraints>
<constraint firstAttribute="height" constant="80" id="rea-bz-TIK"/>
</constraints>
<fontDescription key="fontDescription" type="system" pointSize="15"/>
<nil key="textColor"/>
<nil key="highlightedColor"/>
</label>
<label opaque="NO" userInteractionEnabled="NO" contentMode="left" horizontalHuggingPriority="251" verticalHuggingPriority="251" text="耗时:" textAlignment="center" lineBreakMode="tailTruncation" numberOfLines="0" baselineAdjustment="alignBaselines" adjustsFontSizeToFit="NO" translatesAutoresizingMaskIntoConstraints="NO" id="m5L-O7-P31">
<rect key="frame" x="10" y="274" width="355" height="38"/>
<constraints>
<constraint firstAttribute="height" constant="38" id="6SS-sb-7I2"/>
</constraints>
<fontDescription key="fontDescription" type="system" pointSize="15"/>
<nil key="textColor"/>
<nil key="highlightedColor"/>
</label>
</subviews>
<color key="backgroundColor" red="1" green="1" blue="1" alpha="1" colorSpace="custom" customColorSpace="sRGB"/>
<constraints>
<constraint firstItem="avL-VK-Kha" firstAttribute="leading" secondItem="6Tk-OE-BBY" secondAttribute="leading" constant="10" id="2t9-hS-VXa"/>
<constraint firstItem="R90-Yf-S6g" firstAttribute="centerY" secondItem="wUL-9N-u1V" secondAttribute="centerY" id="76b-Ny-1Og"/>
<constraint firstItem="DlO-dk-RMr" firstAttribute="centerY" secondItem="2EB-m2-a3L" secondAttribute="centerY" id="7R7-7x-IRs"/>
<constraint firstItem="w7H-Sk-Rai" firstAttribute="centerY" secondItem="wUL-9N-u1V" secondAttribute="centerY" id="94H-ZN-G7S"/>
<constraint firstItem="2EB-m2-a3L" firstAttribute="top" secondItem="avL-VK-Kha" secondAttribute="bottom" constant="85" id="A5J-Qv-Ux5"/>
<constraint firstItem="6Tk-OE-BBY" firstAttribute="trailing" secondItem="a3K-ri-NVs" secondAttribute="trailing" constant="16" id="Avk-9e-Pvg"/>
<constraint firstItem="DlO-dk-RMr" firstAttribute="leading" secondItem="2EB-m2-a3L" secondAttribute="trailing" constant="10" id="CYY-XV-JFd"/>
<constraint firstItem="T4O-nx-ciH" firstAttribute="leading" secondItem="R90-Yf-S6g" secondAttribute="trailing" id="ImW-FE-Mua"/>
<constraint firstItem="6Tk-OE-BBY" firstAttribute="bottom" secondItem="a3K-ri-NVs" secondAttribute="bottom" constant="18" id="Iyj-TM-iXg"/>
<constraint firstItem="T4O-nx-ciH" firstAttribute="centerY" secondItem="wUL-9N-u1V" secondAttribute="centerY" id="KIi-87-AGM"/>
<constraint firstItem="XpL-9M-UOp" firstAttribute="centerY" secondItem="wUL-9N-u1V" secondAttribute="centerY" id="KWW-qT-Rzf"/>
<constraint firstItem="6MG-gv-hD5" firstAttribute="centerY" secondItem="avL-VK-Kha" secondAttribute="centerY" id="KZa-YZ-DEs"/>
<constraint firstItem="2EB-m2-a3L" firstAttribute="leading" secondItem="6Tk-OE-BBY" secondAttribute="leading" constant="10" id="Le3-TN-zOL"/>
<constraint firstItem="ZZh-fw-LwK" firstAttribute="trailing" secondItem="6Tk-OE-BBY" secondAttribute="trailing" id="MeS-HQ-voE"/>
<constraint firstItem="m5L-O7-P31" firstAttribute="top" secondItem="ZZh-fw-LwK" secondAttribute="bottom" constant="10" id="NUL-Ta-VI8"/>
<constraint firstItem="m5L-O7-P31" firstAttribute="leading" secondItem="6Tk-OE-BBY" secondAttribute="leading" constant="10" id="RFA-z1-9aB"/>
<constraint firstItem="wUL-9N-u1V" firstAttribute="width" secondItem="a3K-ri-NVs" secondAttribute="width" id="Rp6-Bh-BN3"/>
<constraint firstItem="6MG-gv-hD5" firstAttribute="trailing" secondItem="6Tk-OE-BBY" secondAttribute="trailing" id="S0W-0G-75m"/>
<constraint firstItem="w7H-Sk-Rai" firstAttribute="leading" secondItem="wUL-9N-u1V" secondAttribute="trailing" id="VBM-8b-jP0"/>
<constraint firstItem="wUL-9N-u1V" firstAttribute="top" secondItem="2EB-m2-a3L" secondAttribute="bottom" constant="50" id="VpU-j2-gaE"/>
<constraint firstItem="6MG-gv-hD5" firstAttribute="top" secondItem="iYE-gj-eTb" secondAttribute="bottom" constant="8" id="Xab-fa-Mov"/>
<constraint firstItem="wUL-9N-u1V" firstAttribute="width" secondItem="XpL-9M-UOp" secondAttribute="width" id="Xrz-oE-aIz"/>
<constraint firstItem="wUL-9N-u1V" firstAttribute="width" secondItem="R90-Yf-S6g" secondAttribute="width" id="a4b-Rh-yKG"/>
<constraint firstItem="6Tk-OE-BBY" firstAttribute="trailing" secondItem="m5L-O7-P31" secondAttribute="trailing" constant="10" id="aOn-WU-xP7"/>
<constraint firstItem="R90-Yf-S6g" firstAttribute="leading" secondItem="976-fk-Kx2" secondAttribute="trailing" id="amy-QU-hbW"/>
<constraint firstItem="a3K-ri-NVs" firstAttribute="leading" secondItem="T4O-nx-ciH" secondAttribute="trailing" id="dkX-Iq-hYk"/>
<constraint firstItem="ZZh-fw-LwK" firstAttribute="top" secondItem="6Tk-OE-BBY" secondAttribute="top" id="eIC-fZ-OEE"/>
<constraint firstItem="976-fk-Kx2" firstAttribute="centerY" secondItem="wUL-9N-u1V" secondAttribute="centerY" id="fFg-pB-eyU"/>
<constraint firstItem="6Tk-OE-BBY" firstAttribute="bottom" secondItem="wUL-9N-u1V" secondAttribute="bottom" constant="18" id="fG6-0p-I0P"/>
<constraint firstItem="XpL-9M-UOp" firstAttribute="leading" secondItem="w7H-Sk-Rai" secondAttribute="trailing" id="guC-Db-cA9"/>
<constraint firstItem="iYE-gj-eTb" firstAttribute="leading" secondItem="6Tk-OE-BBY" secondAttribute="leading" constant="10" id="ifu-zR-Bvy"/>
<constraint firstItem="6MG-gv-hD5" firstAttribute="leading" secondItem="avL-VK-Kha" secondAttribute="trailing" constant="10" id="jNW-iC-u7V"/>
<constraint firstItem="ZZh-fw-LwK" firstAttribute="leading" secondItem="6Tk-OE-BBY" secondAttribute="leading" id="vXI-l2-CjL"/>
<constraint firstItem="iYE-gj-eTb" firstAttribute="top" secondItem="m5L-O7-P31" secondAttribute="bottom" constant="8" id="wDb-Vv-1pl"/>
<constraint firstItem="976-fk-Kx2" firstAttribute="leading" secondItem="XpL-9M-UOp" secondAttribute="trailing" id="wxP-4D-gDn"/>
<constraint firstItem="wUL-9N-u1V" firstAttribute="leading" secondItem="6Tk-OE-BBY" secondAttribute="leading" constant="16" id="xzZ-jO-4fI"/>
<constraint firstItem="DlO-dk-RMr" firstAttribute="trailing" secondItem="6Tk-OE-BBY" secondAttribute="trailing" id="z6f-Nb-ASh"/>
<constraint firstItem="6Tk-OE-BBY" firstAttribute="trailing" secondItem="iYE-gj-eTb" secondAttribute="trailing" constant="10" id="zSa-Qg-dvf"/>
</constraints>
<viewLayoutGuide key="safeArea" id="6Tk-OE-BBY"/>
</view>
<connections>
<outlet property="elapsedTimeLabel" destination="m5L-O7-P31" id="vJ7-EQ-Z5f"/>
<outlet property="modelPickerView" destination="6MG-gv-hD5" id="l0g-ue-raK"/>
<outlet property="resultLabel" destination="iYE-gj-eTb" id="Jj9-MN-NYT"/>
<outlet property="selectImageView" destination="ZZh-fw-LwK" id="afR-Bv-6AW"/>
<outlet property="threadPickerView" destination="DlO-dk-RMr" id="Kk4-QV-b5o"/>
</connections>
</viewController>
<placeholder placeholderIdentifier="IBFirstResponder" id="dkx-z0-nzr" sceneMemberID="firstResponder"/>
</objects>
<point key="canvasLocation" x="-724" y="99"/>
</scene>
</scenes>
</document>
......@@ -20,6 +20,10 @@
<string>1</string>
<key>LSRequiresIPhoneOS</key>
<true/>
<key>NSCameraUsageDescription</key>
<string>use camera</string>
<key>NSPhotoLibraryUsageDescription</key>
<string>use album</string>
<key>UILaunchStoryboardName</key>
<string>LaunchScreen</string>
<key>UIMainStoryboardFile</key>
......
......@@ -7,17 +7,42 @@
//
import Metal
import paddle_mobile
import MetalKit
import Foundation
import paddle_mobile
import MetalPerformanceShaders
class MetalHelper {
let device: MTLDevice
let queue: MTLCommandQueue
let textureLoader: MTKTextureLoader
static let shared: MetalHelper = MetalHelper.init()
private init(){
device = MTLCreateSystemDefaultDevice()!
queue = device.makeCommandQueue()!
textureLoader = MTKTextureLoader.init(device: device)
}
static func scaleTexture(queue: MTLCommandQueue, input: MTLTexture, size:(width: Int, height: Int), complete: @escaping (MTLTexture) -> Void) {
let tmpTextureDes = MTLTextureDescriptor.init()
tmpTextureDes.width = size.width
tmpTextureDes.height = size.height
tmpTextureDes.depth = 1
tmpTextureDes.usage = [.shaderRead, .shaderWrite]
tmpTextureDes.pixelFormat = .rgba32Float
tmpTextureDes.textureType = .type2D
tmpTextureDes.storageMode = .shared
tmpTextureDes.cpuCacheMode = .defaultCache
let dest = MetalHelper.shared.device.makeTexture(descriptor: tmpTextureDes)
let scale = MPSImageLanczosScale.init(device: MetalHelper.shared.device)
let buffer = queue.makeCommandBuffer()
scale.encode(commandBuffer: buffer!, sourceTexture: input, destinationTexture: dest!)
buffer?.addCompletedHandler({ (buffer) in
complete(dest!)
})
buffer?.commit()
}
}
//
// ModelHelper.swift
// paddle-mobile-demo
//
// Created by liuRuiLong on 2018/8/10.
// Copyright © 2018年 orange. All rights reserved.
//
import UIKit
import MetalKit
import Foundation
import paddle_mobile
import MetalPerformanceShaders
class PreProccess: CusomKernel {
init(device: MTLDevice) {
let s = CusomKernel.Shape.init(inWidth: 224, inHeight: 224, inChannel: 3)
super.init(device: device, inFunctionName: "preprocess", outputDim: s, usePaddleMobileLib: false)
}
}
let modelHelperMap: [SupportModel : ModelHelper] = [.mobilenet : MobileNetHelper.init()]
enum SupportModel: String{
case mobilenet = "mobilenet"
static func supportedModels() -> [SupportModel] {
return [.mobilenet]
}
}
protocol ModelHelper {
var dim: [Int] { get }
var modelPath: String { get }
var paramPath: String { get }
var modelDir: String { get }
var preprocessKernel: CusomKernel { get }
func getTexture(image: CGImage, getTexture: @escaping (MTLTexture) -> Void)
func resultStr(res: [Float]) -> String
}
extension ModelHelper {
func getTexture(image: CGImage, getTexture: @escaping (MTLTexture) -> Void) {
let texture = try? MetalHelper.shared.textureLoader.newTexture(cgImage: image, options: [:]) ?! " texture loader error"
MetalHelper.scaleTexture(queue: MetalHelper.shared.queue, input: texture!, size: (224, 224)) { (resTexture) in
getTexture(resTexture)
}
}
}
struct MobileNetHelper: ModelHelper{
class PreWords {
var contents: [String] = []
init(fileName: String, type: String = "txt", inBundle: Bundle = Bundle.main) {
if let filePath = inBundle.path(forResource: fileName, ofType: type) {
let string = try! String.init(contentsOfFile: filePath)
contents = string.components(separatedBy: CharacterSet.newlines).filter{$0.count > 10}.map{
String($0[$0.index($0.startIndex, offsetBy: 10)...])
}
}else{
fatalError("no file call \(fileName)")
}
}
subscript(index: Int) -> String{
return contents[index]
}
}
let labels = PreWords.init(fileName: "synset")
func resultStr(res: [Float]) -> String {
var s: [String] = []
res.top(r: 5).enumerated().forEach{
s.append(String(format: "%d: %@ (%3.2f%%)", $0 + 1, labels[$1.0], $1.1 * 100))
}
return s.joined(separator: "\n")
}
var preprocessKernel: CusomKernel
let dim = [1, 224, 224, 3]
let modelPath: String
let paramPath: String
let modelDir: String
init() {
modelPath = Bundle.main.path(forResource: "model", ofType: nil) ?! "model null"
paramPath = Bundle.main.path(forResource: "params", ofType: nil) ?! "para null"
modelDir = ""
preprocessKernel = PreProccess.init(device: MetalHelper.shared.device)
}
}
......@@ -17,70 +17,84 @@ import MetalKit
import paddle_mobile
import MetalPerformanceShaders
let openTest: Bool = false
let threadSupport = [1]
class PreProccess: CusomKernel {
init(device: MTLDevice) {
let s = CusomKernel.Shape.init(inWidth: 224, inHeight: 224, inChannel: 3)
super.init(device: device, inFunctionName: "preprocess", outputDim: s, usePaddleMobileLib: false)
class ViewController: UIViewController {
@IBOutlet weak var selectImageView: UIImageView!
@IBOutlet weak var elapsedTimeLabel: UILabel!
@IBOutlet weak var resultLabel: UILabel!
@IBOutlet weak var modelPickerView: UIPickerView!
@IBOutlet weak var threadPickerView: UIPickerView!
var selectImage: UIImage?
var program: Program?
var executor: Executor<Float32>?
var modelType: SupportModel = .mobilenet
var modelHelper: ModelHelper {
return modelHelperMap[modelType] ?! " has no this type "
}
}
var threadNum = 1
class ViewController: UIViewController {
var textureLoader: MTKTextureLoader!
var program: Program!
var executor: Executor<Float32>!
var preprocessKernel: PreProccess!
// let queue: MTLCommandQueue
func scaleTexture(queue: MTLCommandQueue, input: MTLTexture, complete: @escaping (MTLTexture) -> Void) {
let tmpTextureDes = MTLTextureDescriptor.init()
tmpTextureDes.width = 224
tmpTextureDes.height = 224
tmpTextureDes.depth = 1
tmpTextureDes.usage = [.shaderRead, .shaderWrite]
tmpTextureDes.pixelFormat = .rgba32Float
tmpTextureDes.textureType = .type2D
tmpTextureDes.storageMode = .shared
tmpTextureDes.cpuCacheMode = .defaultCache
let dest = MetalHelper.shared.device.makeTexture(descriptor: tmpTextureDes)
let scale = MPSImageLanczosScale.init(device: MetalHelper.shared.device)
let buffer = queue.makeCommandBuffer()
scale.encode(commandBuffer: buffer!, sourceTexture: input, destinationTexture: dest!)
buffer?.addCompletedHandler({ (buffer) in
complete(dest!)
})
buffer?.commit()
}
func unitTest() {
let unitTest = PaddleMobileUnitTest.init(inDevice: MetalHelper.shared.device, inQueue: MetalHelper.shared.queue)
unitTest.testConvAddBnRelu()
}
override func touchesBegan(_ touches: Set<UITouch>, with event: UIEvent?) {
super.touchesBegan(touches, with: event)
// return
@IBAction func loadAct(_ sender: Any) {
let inModelHelper = modelHelper
let queue = MetalHelper.shared.queue
let loader = Loader<Float32>.init()
do {
let modelPath = inModelHelper.modelPath
let paraPath = inModelHelper.paramPath
program = try loader.load(device: MetalHelper.shared.device, modelPath: modelPath, paraPath: paraPath)
executor = try Executor<Float32>.init(inDevice: MetalHelper.shared.device, inQueue: queue, inProgram: program!)
} catch let error {
print(error)
}
}
textureLoader = MTKTextureLoader.init(device: MetalHelper.shared.device)
guard let appleImage = UIImage.init(named: "banana.jpeg"), let cgImage = appleImage.cgImage else {
fatalError(" image nil !")
@IBAction func selectImageAct(_ sender: Any) {
let imagePicker = UIImagePickerController()
imagePicker.sourceType = .camera
imagePicker.delegate = self
self.present(imagePicker, animated: true, completion: nil)
}
let texture = try? textureLoader.newTexture(cgImage: cgImage, options: [:]) ?! " texture loader error"
@IBAction func clearAct(_ sender: Any) {
executor?.clear()
program = nil
executor = nil
guard let inTexture = texture else {
fatalError(" texture is nil !")
}
scaleTexture(queue: queue, input: inTexture) { (inputTexture) in
@IBAction func predictAct(_ sender: Any) {
guard let inImage = selectImage, let cgImage = inImage.cgImage else {
resultLabel.text = "请选择图片 ! "
return
}
guard let inExecutor = executor else {
resultLabel.text = "请先 load ! "
return
}
modelHelper.getTexture(image: cgImage) { [weak self] (texture) in
guard let sSelf = self else {
fatalError()
}
do {
try self.executor.predict(input: inputTexture, expect: [1, 224, 224, 3], completionHandle: { (result) in
print(result.resultArr.top(r: 5))
}, preProcessKernle: self.preprocessKernel)
try inExecutor.predict(input: texture, expect: [1, 224, 224, 3], completionHandle: { (result) in
}, preProcessKernle: sSelf.modelHelper.preprocessKernel)
let startDate = Date.init()
for i in 0..<10 {
try inExecutor.predict(input: texture, expect: [1, 224, 224, 3], completionHandle: { (result) in
if i == 9 {
let time = Date.init().timeIntervalSince(startDate)
DispatchQueue.main.async {
sSelf.resultLabel.text = sSelf.modelHelper.resultStr(res: result.resultArr)
sSelf.elapsedTimeLabel.text = "平均耗时: \(time/10.0) ms"
}
}
}, preProcessKernle: sSelf.modelHelper.preprocessKernel)
}
} catch let error {
print(error)
}
......@@ -89,19 +103,68 @@ class ViewController: UIViewController {
override func viewDidLoad() {
super.viewDidLoad()
modelPickerView.delegate = self
modelPickerView.dataSource = self
threadPickerView.delegate = self
threadPickerView.dataSource = self
let queue = MetalHelper.shared.queue
let loader = Loader<Float32>.init()
preprocessKernel = PreProccess.init(device: MetalHelper.shared.device)
selectImage = UIImage.init(named: "banana.jpeg")
selectImageView.image = selectImage
}
}
do {
let modelPath = Bundle.main.path(forResource: "model", ofType: nil) ?! "model null"
let paraPath = Bundle.main.path(forResource: "params", ofType: nil) ?! "para null"
program = try loader.load(device: MetalHelper.shared.device, modelPath: modelPath, paraPath: paraPath)
executor = try Executor<Float32>.init(inDevice: MetalHelper.shared.device, inQueue: queue, inProgram: program)
} catch let error {
print(error)
extension ViewController: UIPickerViewDataSource, UIPickerViewDelegate{
func numberOfComponents(in pickerView: UIPickerView) -> Int {
if pickerView == modelPickerView {
return 1
} else if pickerView == threadPickerView {
return 1
} else {
fatalError()
}
}
func pickerView(_ pickerView: UIPickerView, numberOfRowsInComponent component: Int) -> Int {
if pickerView == modelPickerView {
return SupportModel.supportedModels().count
} else if pickerView == threadPickerView {
return threadSupport.count
} else {
fatalError()
}
}
public func pickerView(_ pickerView: UIPickerView, titleForRow row: Int, forComponent component: Int) -> String? {
if pickerView == modelPickerView {
return SupportModel.supportedModels()[row].rawValue
} else if pickerView == threadPickerView {
return "\(threadSupport[row])"
} else {
fatalError()
}
}
public func pickerView(_ pickerView: UIPickerView, didSelectRow row: Int, inComponent component: Int) {
if pickerView == modelPickerView {
self.modelType = SupportModel.supportedModels()[row]
} else if pickerView == threadPickerView {
self.threadNum = threadSupport[row]
} else {
fatalError()
}
}
}
extension ViewController: UIImagePickerControllerDelegate, UINavigationControllerDelegate {
func imagePickerController(_ picker: UIImagePickerController, didFinishPickingMediaWithInfo info: [String : Any]) {
picker.dismiss(animated: true){[weak self] in
guard let sSelf = self, let image = info["UIImagePickerControllerOriginalImage"] as? UIImage else{
fatalError("no image")
}
sSelf.selectImage = image
sSelf.selectImageView.image = image
}
}
}
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DEBUG_INFORMATION_FORMAT = "dwarf-with-dsym";
ENABLE_NS_ASSERTIONS = NO;
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GCC_NO_COMMON_BLOCKS = YES;
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GCC_WARN_UNDECLARED_SELECTOR = YES;
GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE;
GCC_WARN_UNUSED_FUNCTION = YES;
GCC_WARN_UNUSED_VARIABLE = YES;
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version = "1.0">
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location = "self:paddle-mobile-unit-test.xcodeproj">
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</Workspace>
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<dict>
<key>SchemeUserState</key>
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<key>paddle-mobile-unit-test.xcscheme</key>
<dict>
<key>orderHint</key>
<integer>6</integer>
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</dict>
</dict>
</plist>
//
// AppDelegate.swift
// paddle-mobile-unit-test
//
// Created by liuRuiLong on 2018/8/10.
// Copyright © 2018年 orange. All rights reserved.
//
import UIKit
@UIApplicationMain
class AppDelegate: UIResponder, UIApplicationDelegate {
var window: UIWindow?
func application(_ application: UIApplication, didFinishLaunchingWithOptions launchOptions: [UIApplicationLaunchOptionsKey: Any]?) -> Bool {
// Override point for customization after application launch.
return true
}
func applicationWillResignActive(_ application: UIApplication) {
// Sent when the application is about to move from active to inactive state. This can occur for certain types of temporary interruptions (such as an incoming phone call or SMS message) or when the user quits the application and it begins the transition to the background state.
// Use this method to pause ongoing tasks, disable timers, and invalidate graphics rendering callbacks. Games should use this method to pause the game.
}
func applicationDidEnterBackground(_ application: UIApplication) {
// Use this method to release shared resources, save user data, invalidate timers, and store enough application state information to restore your application to its current state in case it is terminated later.
// If your application supports background execution, this method is called instead of applicationWillTerminate: when the user quits.
}
func applicationWillEnterForeground(_ application: UIApplication) {
// Called as part of the transition from the background to the active state; here you can undo many of the changes made on entering the background.
}
func applicationDidBecomeActive(_ application: UIApplication) {
// Restart any tasks that were paused (or not yet started) while the application was inactive. If the application was previously in the background, optionally refresh the user interface.
}
func applicationWillTerminate(_ application: UIApplication) {
// Called when the application is about to terminate. Save data if appropriate. See also applicationDidEnterBackground:.
}
}
{
"images" : [
{
"idiom" : "iphone",
"size" : "20x20",
"scale" : "2x"
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{
"idiom" : "iphone",
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"scale" : "2x"
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<string>$(DEVELOPMENT_LANGUAGE)</string>
<key>CFBundleExecutable</key>
<string>$(EXECUTABLE_NAME)</string>
<key>CFBundleIdentifier</key>
<string>$(PRODUCT_BUNDLE_IDENTIFIER)</string>
<key>CFBundleInfoDictionaryVersion</key>
<string>6.0</string>
<key>CFBundleName</key>
<string>$(PRODUCT_NAME)</string>
<key>CFBundlePackageType</key>
<string>APPL</string>
<key>CFBundleShortVersionString</key>
<string>1.0</string>
<key>CFBundleVersion</key>
<string>1</string>
<key>LSRequiresIPhoneOS</key>
<true/>
<key>UILaunchStoryboardName</key>
<string>LaunchScreen</string>
<key>UIMainStoryboardFile</key>
<string>Main</string>
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//
// ViewController.swift
// paddle-mobile-unit-test
//
// Created by liuRuiLong on 2018/8/10.
// Copyright © 2018年 orange. All rights reserved.
//
import UIKit
import paddle_mobile
class ViewController: UIViewController {
override func viewDidLoad() {
super.viewDidLoad()
print(" done ")
}
}
<?xml version="1.0" encoding="UTF-8"?>
<Scheme
LastUpgradeVersion = "0940"
version = "1.3">
<BuildAction
parallelizeBuildables = "YES"
buildImplicitDependencies = "YES">
<BuildActionEntries>
<BuildActionEntry
buildForTesting = "YES"
buildForRunning = "YES"
buildForProfiling = "YES"
buildForArchiving = "YES"
buildForAnalyzing = "YES">
<BuildableReference
BuildableIdentifier = "primary"
BlueprintIdentifier = "FC039B6920E11C3C0081E9F8"
BuildableName = "paddle_mobile.framework"
BlueprintName = "paddle-mobile"
ReferencedContainer = "container:paddle-mobile.xcodeproj">
</BuildableReference>
</BuildActionEntry>
</BuildActionEntries>
</BuildAction>
<TestAction
buildConfiguration = "Debug"
selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB"
selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB"
shouldUseLaunchSchemeArgsEnv = "YES">
<Testables>
</Testables>
<AdditionalOptions>
</AdditionalOptions>
</TestAction>
<LaunchAction
buildConfiguration = "Debug"
selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB"
selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB"
launchStyle = "0"
useCustomWorkingDirectory = "NO"
ignoresPersistentStateOnLaunch = "NO"
debugDocumentVersioning = "YES"
debugServiceExtension = "internal"
allowLocationSimulation = "YES">
<MacroExpansion>
<BuildableReference
BuildableIdentifier = "primary"
BlueprintIdentifier = "FC039B6920E11C3C0081E9F8"
BuildableName = "paddle_mobile.framework"
BlueprintName = "paddle-mobile"
ReferencedContainer = "container:paddle-mobile.xcodeproj">
</BuildableReference>
</MacroExpansion>
<AdditionalOptions>
</AdditionalOptions>
</LaunchAction>
<ProfileAction
buildConfiguration = "Release"
shouldUseLaunchSchemeArgsEnv = "YES"
savedToolIdentifier = ""
useCustomWorkingDirectory = "NO"
debugDocumentVersioning = "YES">
<MacroExpansion>
<BuildableReference
BuildableIdentifier = "primary"
BlueprintIdentifier = "FC039B6920E11C3C0081E9F8"
BuildableName = "paddle_mobile.framework"
BlueprintName = "paddle-mobile"
ReferencedContainer = "container:paddle-mobile.xcodeproj">
</BuildableReference>
</MacroExpansion>
</ProfileAction>
<AnalyzeAction
buildConfiguration = "Debug">
</AnalyzeAction>
<ArchiveAction
buildConfiguration = "Release"
revealArchiveInOrganizer = "YES">
</ArchiveAction>
</Scheme>
......@@ -7,7 +7,15 @@
<key>paddle-mobile.xcscheme</key>
<dict>
<key>orderHint</key>
<integer>4</integer>
<integer>0</integer>
</dict>
</dict>
<key>SuppressBuildableAutocreation</key>
<dict>
<key>FC039B6920E11C3C0081E9F8</key>
<dict>
<key>primary</key>
<true/>
</dict>
</dict>
</dict>
......
......@@ -17,10 +17,11 @@ import Foundation
public class ResultHolder<P: PrecisionType> {
public let dim: [Int]
public let resultArr: [P]
public init(inDim: [Int], inResult: [P]) {
public let elapsedTime: Double
public init(inDim: [Int], inResult: [P], inElapsedTime: Double) {
dim = inDim
resultArr = inResult
elapsedTime = inElapsedTime
}
}
......@@ -127,7 +128,6 @@ public class Executor<P: PrecisionType> {
let afterDate = Date.init()
print(" encoder end ! time: \(afterDate.timeIntervalSince(beforeDate))")
guard let outputVar = self.program.scope.output() else {
fatalError("output nil")
......@@ -138,11 +138,16 @@ public class Executor<P: PrecisionType> {
}
let resultHodlder = ResultHolder<P>.init(inDim: output.dim.dims, inResult: output.metalTexture.floatArray(res: { (p:P) -> P in
return p
}))
}), inElapsedTime: afterDate.timeIntervalSince(beforeDate))
completionHandle(resultHodlder)
}
buffer.commit()
}
public func clear() {
program.scope.clear()
}
}
//public let paddle_executor: Executor = Executor.init()
......@@ -170,7 +170,7 @@ public class Loader<P: PrecisionType> {
}
} else {
if varDesc.name == fetchKey {
scope[varDesc.name] = ResultHolder<P>.init(inDim: [], inResult: [])
scope[varDesc.name] = ResultHolder<P>.init(inDim: [], inResult: [], inElapsedTime: 0.0)
} else if varDesc.name == feedKey {
}
}
......
......@@ -36,7 +36,6 @@ class ConvAddKernel<P: PrecisionType>: Kernel, Computable {
throw PaddleMobileError.predictError(message: " encode is nil")
}
print("Conv add compute")
encoder.setTexture(param.input.metalTexture, index: 0)
encoder.setTexture(param.output.metalTexture, index: 1)
encoder.setBytes(&metalParam, length: MemoryLayout<MetalConvParam>.size, index: 0)
......
......@@ -29,7 +29,6 @@ class PoolKernel<P: PrecisionType>: Kernel, Computable{
guard let encoder = commandBuffer.makeComputeCommandEncoder() else {
throw PaddleMobileError.predictError(message: " encoder is nil")
}
print("Pool compute")
encoder.setTexture(param.input.metalTexture, index: 0)
encoder.setTexture(param.output.metalTexture, index: 1)
var poolType: Int32
......
......@@ -23,7 +23,6 @@ class ReshapeKernel<P: PrecisionType>: Kernel, Computable{
guard let encoder = commandBuffer.makeComputeCommandEncoder() else {
throw PaddleMobileError.predictError(message: " encoder is nil")
}
print("Reshape compute")
encoder.setTexture(param.input.metalTexture, index: 0)
encoder.setTexture(param.output.metalTexture, index: 1)
encoder.dispatch(computePipline: pipline, outTexture: param.output.metalTexture)
......
......@@ -20,7 +20,6 @@ class SoftmaxKernel<P: PrecisionType>: Kernel, Computable{
guard let encoder = commandBuffer.makeComputeCommandEncoder() else {
throw PaddleMobileError.predictError(message: " encoder is nil")
}
print("softmax compute")
encoder.setTexture(param.input.metalTexture, index: 0)
encoder.setTexture(param.output.metalTexture, index: 1)
encoder.dispatch(computePipline: pipline, outTexture: param.output.metalTexture)
......
......@@ -49,4 +49,7 @@ class Scope {
}
func clear(){
vars.removeAll()
}
}
......@@ -175,7 +175,7 @@ class Tensor<P: PrecisionType>: Tensorial {
fatalError(" not support !")
}
//TODO: release
// data.release()
data.release()
}
var width: Int {
......
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