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52d5f1f7
编写于
7月 05, 2018
作者:
R
Ruilong Liu
提交者:
GitHub
7月 05, 2018
浏览文件
操作
浏览文件
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差异文件
Merge pull request #518 from codeWorm2015/metal
add kernel imp
上级
5a5927ac
6b589ec0
变更
27
隐藏空白更改
内联
并排
Showing
27 changed file
with
1262 addition
and
87 deletion
+1262
-87
.gitignore
.gitignore
+1
-0
metal/paddle-mobile-demo/paddle-mobile-demo.xcodeproj/project.pbxproj
...-mobile-demo/paddle-mobile-demo.xcodeproj/project.pbxproj
+845
-14
metal/paddle-mobile-demo/paddle-mobile-demo.xcodeproj/xcuserdata/liuruilong.xcuserdatad/xcschemes/xcschememanagement.plist
...liuruilong.xcuserdatad/xcschemes/xcschememanagement.plist
+1
-1
metal/paddle-mobile-demo/paddle-mobile-demo/ViewController.swift
...addle-mobile-demo/paddle-mobile-demo/ViewController.swift
+20
-3
metal/paddle-mobile/paddle-mobile.xcodeproj/project.pbxproj
metal/paddle-mobile/paddle-mobile.xcodeproj/project.pbxproj
+24
-4
metal/paddle-mobile/paddle-mobile.xcodeproj/xcuserdata/liuruilong.xcuserdatad/xcschemes/xcschememanagement.plist
...liuruilong.xcuserdatad/xcschemes/xcschememanagement.plist
+1
-1
metal/paddle-mobile/paddle-mobile/Common/Errors.swift
metal/paddle-mobile/paddle-mobile/Common/Errors.swift
+1
-0
metal/paddle-mobile/paddle-mobile/Common/MetalExtension.swift
...l/paddle-mobile/paddle-mobile/Common/MetalExtension.swift
+88
-0
metal/paddle-mobile/paddle-mobile/Common/Types.swift
metal/paddle-mobile/paddle-mobile/Common/Types.swift
+7
-0
metal/paddle-mobile/paddle-mobile/Executor.swift
metal/paddle-mobile/paddle-mobile/Executor.swift
+9
-3
metal/paddle-mobile/paddle-mobile/Loader.swift
metal/paddle-mobile/paddle-mobile/Loader.swift
+5
-5
metal/paddle-mobile/paddle-mobile/Operators/Base/OpParam.swift
.../paddle-mobile/paddle-mobile/Operators/Base/OpParam.swift
+2
-2
metal/paddle-mobile/paddle-mobile/Operators/Base/Operator.swift
...paddle-mobile/paddle-mobile/Operators/Base/Operator.swift
+1
-1
metal/paddle-mobile/paddle-mobile/Operators/BatchNormOp.swift
...l/paddle-mobile/paddle-mobile/Operators/BatchNormOp.swift
+8
-8
metal/paddle-mobile/paddle-mobile/Operators/ConvOp.swift
metal/paddle-mobile/paddle-mobile/Operators/ConvOp.swift
+5
-5
metal/paddle-mobile/paddle-mobile/Operators/ElementwiseAddOp.swift
...dle-mobile/paddle-mobile/Operators/ElementwiseAddOp.swift
+5
-5
metal/paddle-mobile/paddle-mobile/Operators/FeedOp.swift
metal/paddle-mobile/paddle-mobile/Operators/FeedOp.swift
+12
-4
metal/paddle-mobile/paddle-mobile/Operators/FetchOp.swift
metal/paddle-mobile/paddle-mobile/Operators/FetchOp.swift
+6
-5
metal/paddle-mobile/paddle-mobile/Operators/Kernels/Kernel.swift
...addle-mobile/paddle-mobile/Operators/Kernels/Kernel.swift
+31
-0
metal/paddle-mobile/paddle-mobile/Operators/Kernels/Kernels.metal
...ddle-mobile/paddle-mobile/Operators/Kernels/Kernels.metal
+34
-0
metal/paddle-mobile/paddle-mobile/Operators/Kernels/ResizeKernel.swift
...mobile/paddle-mobile/Operators/Kernels/ResizeKernel.swift
+46
-0
metal/paddle-mobile/paddle-mobile/Operators/ReluOp.swift
metal/paddle-mobile/paddle-mobile/Operators/ReluOp.swift
+4
-4
metal/paddle-mobile/paddle-mobile/Program/Program.swift
metal/paddle-mobile/paddle-mobile/Program/Program.swift
+1
-5
metal/paddle-mobile/paddle-mobile/Program/Scope.swift
metal/paddle-mobile/paddle-mobile/Program/Scope.swift
+23
-0
metal/paddle-mobile/paddle-mobile/framework/Dim.swift
metal/paddle-mobile/paddle-mobile/framework/Dim.swift
+1
-1
metal/paddle-mobile/paddle-mobile/framework/Tensor.swift
metal/paddle-mobile/paddle-mobile/framework/Tensor.swift
+0
-2
metal/paddle-mobile/paddle-mobile/framework/Texture.swift
metal/paddle-mobile/paddle-mobile/framework/Texture.swift
+81
-14
未找到文件。
.gitignore
浏览文件 @
52d5f1f7
...
...
@@ -77,6 +77,7 @@ metal/Pods/
SwiftProtobuf.framework
paddle-mobile.xcworkspace
metal/models/
metal/images/
...
...
metal/paddle-mobile-demo/paddle-mobile-demo.xcodeproj/project.pbxproj
浏览文件 @
52d5f1f7
...
...
@@ -13,8 +13,209 @@
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...
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path
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mobilenetssd
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sourceTree
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};
/* End PBXGroup section */
...
...
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FC0E2D0F20EDC03B009C1FAC
/* batch_norm_5.w_0 in Resources */
,
FC0E2D4520EDC03C009C1FAC
/* batch_norm_9.w_2 in Resources */
,
FC0E2D9020EDC03C009C1FAC
/* batch_norm_23.w_2 in Resources */
,
FC0E2D6720EDC03C009C1FAC
/* conv2d_31.b_0 in Resources */
,
FC0E2DA020EDC03C009C1FAC
/* conv2d_18.w_0 in Resources */
,
FC0E2D1C20EDC03B009C1FAC
/* conv2d_13.w_0 in Resources */
,
FC0E2D3320EDC03C009C1FAC
/* batch_norm_27.w_1 in Resources */
,
FC0E2D5120EDC03C009C1FAC
/* batch_norm_28.w_1 in Resources */
,
FC0E2D1420EDC03B009C1FAC
/* batch_norm_13.w_2 in Resources */
,
FC0E2DB420EDC03C009C1FAC
/* conv2d_27.w_0 in Resources */
,
FC0E2D8820EDC03C009C1FAC
/* batch_norm_34.w_2 in Resources */
,
FC0E2D7F20EDC03C009C1FAC
/* conv2d_0.w_0 in Resources */
,
FC0E2D2E20EDC03B009C1FAC
/* batch_norm_21.w_0 in Resources */
,
FC0E2CF820EDC03B009C1FAC
/* batch_norm_14.w_2 in Resources */
,
FC0E2D9820EDC03C009C1FAC
/* batch_norm_29.b_0 in Resources */
,
FC0E2D1F20EDC03B009C1FAC
/* batch_norm_1.w_1 in Resources */
,
FC0E2D1020EDC03B009C1FAC
/* batch_norm_1.w_0 in Resources */
,
FC0E2D8920EDC03C009C1FAC
/* batch_norm_21.w_2 in Resources */
,
FC0E2D6420EDC03C009C1FAC
/* conv2d_24.b_0 in Resources */
,
FC0E2D8C20EDC03C009C1FAC
/* depthwise_conv2d_2.w_0 in Resources */
,
FC0E2D3E20EDC03C009C1FAC
/* batch_norm_4.b_0 in Resources */
,
FC0E2D3820EDC03C009C1FAC
/* batch_norm_24.w_0 in Resources */
,
FC0E2D0920EDC03B009C1FAC
/* conv2d_14.w_0 in Resources */
,
FC0E2CF720EDC03B009C1FAC
/* batch_norm_28.w_2 in Resources */
,
FC0E2D9520EDC03C009C1FAC
/* depthwise_conv2d_5.w_0 in Resources */
,
FC0E2D4A20EDC03C009C1FAC
/* conv2d_9.w_0 in Resources */
,
FC0E2D4E20EDC03C009C1FAC
/* batch_norm_19.w_1 in Resources */
,
FC0E2D3620EDC03C009C1FAC
/* batch_norm_18.w_0 in Resources */
,
FC0E2C1F20EDC030009C1FAC
/* apple.jpg in Resources */
,
FC0E2D4820EDC03C009C1FAC
/* batch_norm_33.w_0 in Resources */
,
FC0E2D4220EDC03C009C1FAC
/* batch_norm_24.w_1 in Resources */
,
FC0E2D7620EDC03C009C1FAC
/* depthwise_conv2d_12.w_0 in Resources */
,
FC0E2D6020EDC03C009C1FAC
/* batch_norm_9.b_0 in Resources */
,
FC0E2D4F20EDC03C009C1FAC
/* batch_norm_25.w_1 in Resources */
,
FC0E2DB220EDC03C009C1FAC
/* batch_norm_18.w_2 in Resources */
,
FC0E2CF220EDC03B009C1FAC
/* conv2d_16.w_0 in Resources */
,
FC0E2DAA20EDC03C009C1FAC
/* batch_norm_16.b_0 in Resources */
,
FC0E2D7320EDC03C009C1FAC
/* batch_norm_10.w_0 in Resources */
,
FC0E2D0C20EDC03B009C1FAC
/* batch_norm_24.b_0 in Resources */
,
FC0E2D8320EDC03C009C1FAC
/* depthwise_conv2d_11.w_0 in Resources */
,
FC0E2D3520EDC03C009C1FAC
/* batch_norm_5.b_0 in Resources */
,
FC0E2D5620EDC03C009C1FAC
/* conv2d_27.b_0 in Resources */
,
FC0E2CEF20EDC03B009C1FAC
/* batch_norm_7.w_0 in Resources */
,
FC0E2D0620EDC03B009C1FAC
/* batch_norm_7.w_1 in Resources */
,
FC0E2DB620EDC03C009C1FAC
/* depthwise_conv2d_7.w_0 in Resources */
,
FC0E2D1520EDC03B009C1FAC
/* batch_norm_2.w_1 in Resources */
,
FC0E2DB520EDC03C009C1FAC
/* conv2d_33.w_0 in Resources */
,
FC0E2D6B20EDC03C009C1FAC
/* batch_norm_15.w_0 in Resources */
,
FC0E2DAC20EDC03C009C1FAC
/* batch_norm_25.w_2 in Resources */
,
FC0E2D5320EDC03C009C1FAC
/* batch_norm_5.w_2 in Resources */
,
FC0E2CF320EDC03B009C1FAC
/* batch_norm_15.w_2 in Resources */
,
FC0E2CF920EDC03B009C1FAC
/* conv2d_17.w_0 in Resources */
,
FC0E2D7920EDC03C009C1FAC
/* depthwise_conv2d_10.w_0 in Resources */
,
FC0E2D5A20EDC03C009C1FAC
/* conv2d_32.b_0 in Resources */
,
FC0E2D3920EDC03C009C1FAC
/* conv2d_28.b_0 in Resources */
,
FC0E2D2D20EDC03B009C1FAC
/* batch_norm_0.b_0 in Resources */
,
FC0E2D2620EDC03B009C1FAC
/* batch_norm_3.b_0 in Resources */
,
FC0E2D7B20EDC03C009C1FAC
/* conv2d_22.b_0 in Resources */
,
FC039B8720E11C550081E9F8
/* Main.storyboard in Resources */
,
FC0E2CFF20EDC03B009C1FAC
/* batch_norm_31.b_0 in Resources */
,
FC0E2D4620EDC03C009C1FAC
/* conv2d_8.w_0 in Resources */
,
FC0E2CF520EDC03B009C1FAC
/* batch_norm_4.w_1 in Resources */
,
FC0E2D3120EDC03C009C1FAC
/* batch_norm_1.b_0 in Resources */
,
FC0E2D6A20EDC03C009C1FAC
/* conv2d_25.b_0 in Resources */
,
FC0E2D2F20EDC03B009C1FAC
/* batch_norm_20.w_0 in Resources */
,
FC0E2D0220EDC03B009C1FAC
/* conv2d_15.w_0 in Resources */
,
FC0E2D0020EDC03B009C1FAC
/* conv2d_29.w_0 in Resources */
,
FC0E2D2220EDC03B009C1FAC
/* batch_norm_22.b_0 in Resources */
,
FC0E2D9120EDC03C009C1FAC
/* batch_norm_22.w_2 in Resources */
,
FC0E2D8B20EDC03C009C1FAC
/* batch_norm_12.b_0 in Resources */
,
FC0E2D2C20EDC03B009C1FAC
/* batch_norm_22.w_1 in Resources */
,
FC0E2DA520EDC03C009C1FAC
/* batch_norm_9.w_0 in Resources */
,
FC0E2D9A20EDC03C009C1FAC
/* conv2d_19.w_0 in Resources */
,
FC0E2D8E20EDC03C009C1FAC
/* batch_norm_10.b_0 in Resources */
,
FC0E2D1820EDC03B009C1FAC
/* batch_norm_21.b_0 in Resources */
,
FC0E2D7720EDC03C009C1FAC
/* batch_norm_13.w_1 in Resources */
,
FC0E2D4720EDC03C009C1FAC
/* batch_norm_27.w_0 in Resources */
,
FC0E2D7220EDC03C009C1FAC
/* batch_norm_11.w_0 in Resources */
,
);
runOnlyForDeploymentPostprocessing
=
0
;
};
...
...
@@ -384,8 +1213,9 @@
buildSettings
=
{
ASSETCATALOG_COMPILER_APPICON_NAME
=
AppIcon
;
CODE_SIGN_STYLE
=
Automatic
;
DEVELOPMENT_TEAM
=
Z5M2UUN5YV
;
DEVELOPMENT_TEAM
=
A798K58VVL
;
INFOPLIST_FILE
=
"paddle-mobile-demo/Info.plist"
;
IPHONEOS_DEPLOYMENT_TARGET
=
9.0
;
LD_RUNPATH_SEARCH_PATHS
=
(
"$(inherited)"
,
"@executable_path/Frameworks"
,
...
...
@@ -403,8 +1233,9 @@
buildSettings
=
{
ASSETCATALOG_COMPILER_APPICON_NAME
=
AppIcon
;
CODE_SIGN_STYLE
=
Automatic
;
DEVELOPMENT_TEAM
=
Z5M2UUN5YV
;
DEVELOPMENT_TEAM
=
A798K58VVL
;
INFOPLIST_FILE
=
"paddle-mobile-demo/Info.plist"
;
IPHONEOS_DEPLOYMENT_TARGET
=
9.0
;
LD_RUNPATH_SEARCH_PATHS
=
(
"$(inherited)"
,
"@executable_path/Frameworks"
,
...
...
metal/paddle-mobile-demo/paddle-mobile-demo.xcodeproj/xcuserdata/liuruilong.xcuserdatad/xcschemes/xcschememanagement.plist
浏览文件 @
52d5f1f7
...
...
@@ -7,7 +7,7 @@
<key>
paddle-mobile-demo.xcscheme
</key>
<dict>
<key>
orderHint
</key>
<integer>
3
</integer>
<integer>
4
</integer>
</dict>
</dict>
</dict>
...
...
metal/paddle-mobile-demo/paddle-mobile-demo/ViewController.swift
浏览文件 @
52d5f1f7
...
...
@@ -13,19 +13,36 @@
limitations under the License. */
import
UIKit
import
MetalKit
import
paddle_mobile
class
ViewController
:
UIViewController
{
let
device
:
MTLDevice
!
=
MTLCreateSystemDefaultDevice
()
var
textureLoader
:
MTKTextureLoader
!
// let queue: MTLCommandQueue
override
func
viewDidLoad
()
{
super
.
viewDidLoad
()
let
queue
=
device
.
makeCommandQueue
()
textureLoader
=
MTKTextureLoader
.
init
(
device
:
device
)
guard
let
appleImage
=
UIImage
.
init
(
named
:
"apple.jpg"
),
let
cgImage
=
appleImage
.
cgImage
else
{
fatalError
(
" image nil !"
)
}
let
texture
=
try
?
textureLoader
.
newTexture
(
cgImage
:
cgImage
,
options
:
[:])
?
!
" texture loader error"
guard
let
inTexture
=
texture
else
{
fatalError
(
" texture is nil !"
)
}
let
loader
=
Loader
<
Float
>.
init
()
do
{
let
modelPath
=
Bundle
.
main
.
path
(
forResource
:
"model"
,
ofType
:
nil
)
?
!
"model null"
let
paraPath
=
Bundle
.
main
.
path
(
forResource
:
"params"
,
ofType
:
nil
)
?
!
"para null"
let
program
=
try
loader
.
load
(
modelPath
:
modelPath
,
paraPath
:
paraPath
)
let
program
=
try
loader
.
load
(
device
:
device
,
modelPath
:
modelPath
,
paraPath
:
paraPath
)
let
executor
=
try
Executor
<
Float
>.
init
(
inProgram
:
program
)
let
output
=
try
executor
.
predict
(
input
:
Texture
.
init
()
)
let
output
=
try
executor
.
predict
(
input
:
inTexture
,
expect
:
[
1
,
224
,
224
,
3
]
)
print
(
output
)
}
catch
let
error
{
print
(
error
)
...
...
metal/paddle-mobile/paddle-mobile.xcodeproj/project.pbxproj
浏览文件 @
52d5f1f7
...
...
@@ -30,11 +30,15 @@
FC039BBE20E11CC20081E9F8
/* OpDesc.swift in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FC039BB520E11CC20081E9F8
/* OpDesc.swift */
;
};
FC039BBF20E11CC20081E9F8
/* Attribute.swift in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FC039BB620E11CC20081E9F8
/* Attribute.swift */
;
};
FC039BC020E11CC20081E9F8
/* BlockDesc.swift in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FC039BB720E11CC20081E9F8
/* BlockDesc.swift */
;
};
FC1B16B320EC9A4F00678B91
/* Kernels.metal in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FC1B16B220EC9A4F00678B91
/* Kernels.metal */
;
};
FC1B186620ECF1C600678B91
/* ResizeKernel.swift in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FC1B186520ECF1C600678B91
/* ResizeKernel.swift */
;
};
FC60DB8920E9AAA500FF203F
/* MetalExtension.swift in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FC60DB8820E9AAA500FF203F
/* MetalExtension.swift */
;
};
FC82735920E3C04200BE430A
/* OpCreator.swift in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FC82735820E3C04200BE430A
/* OpCreator.swift */
;
};
FC9D037920E229E4000F735A
/* OpParam.swift in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FC9D037820E229E4000F735A
/* OpParam.swift */
;
};
FC9D038020E22FBB000F735A
/* FeedOp.swift in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FC9D037F20E22FBB000F735A
/* FeedOp.swift */
;
};
FC9D038220E2312E000F735A
/* FetchOp.swift in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FC9D038120E2312E000F735A
/* FetchOp.swift */
;
};
FC9D038420E23B01000F735A
/* Texture.swift in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FC9D038320E23B01000F735A
/* Texture.swift */
;
};
FCF2D73820E64E70007AC5F5
/* Kernel.swift in Sources */
=
{
isa
=
PBXBuildFile
;
fileRef
=
FCF2D73720E64E70007AC5F5
/* Kernel.swift */
;
};
/* End PBXBuildFile section */
/* Begin PBXFileReference section */
...
...
@@ -65,11 +69,15 @@
FC039BB520E11CC20081E9F8
/* OpDesc.swift */
=
{
isa
=
PBXFileReference
;
fileEncoding
=
4
;
lastKnownFileType
=
sourcecode.swift
;
path
=
OpDesc.swift
;
sourceTree
=
"<group>"
;
};
FC039BB620E11CC20081E9F8
/* Attribute.swift */
=
{
isa
=
PBXFileReference
;
fileEncoding
=
4
;
lastKnownFileType
=
sourcecode.swift
;
path
=
Attribute.swift
;
sourceTree
=
"<group>"
;
};
FC039BB720E11CC20081E9F8
/* BlockDesc.swift */
=
{
isa
=
PBXFileReference
;
fileEncoding
=
4
;
lastKnownFileType
=
sourcecode.swift
;
path
=
BlockDesc.swift
;
sourceTree
=
"<group>"
;
};
FC1B16B220EC9A4F00678B91
/* Kernels.metal */
=
{
isa
=
PBXFileReference
;
lastKnownFileType
=
sourcecode.metal
;
path
=
Kernels.metal
;
sourceTree
=
"<group>"
;
};
FC1B186520ECF1C600678B91
/* ResizeKernel.swift */
=
{
isa
=
PBXFileReference
;
lastKnownFileType
=
sourcecode.swift
;
path
=
ResizeKernel.swift
;
sourceTree
=
"<group>"
;
};
FC60DB8820E9AAA500FF203F
/* MetalExtension.swift */
=
{
isa
=
PBXFileReference
;
lastKnownFileType
=
sourcecode.swift
;
path
=
MetalExtension.swift
;
sourceTree
=
"<group>"
;
};
FC82735820E3C04200BE430A
/* OpCreator.swift */
=
{
isa
=
PBXFileReference
;
lastKnownFileType
=
sourcecode.swift
;
path
=
OpCreator.swift
;
sourceTree
=
"<group>"
;
};
FC9D037820E229E4000F735A
/* OpParam.swift */
=
{
isa
=
PBXFileReference
;
lastKnownFileType
=
sourcecode.swift
;
path
=
OpParam.swift
;
sourceTree
=
"<group>"
;
};
FC9D037F20E22FBB000F735A
/* FeedOp.swift */
=
{
isa
=
PBXFileReference
;
lastKnownFileType
=
sourcecode.swift
;
path
=
FeedOp.swift
;
sourceTree
=
"<group>"
;
};
FC9D038120E2312E000F735A
/* FetchOp.swift */
=
{
isa
=
PBXFileReference
;
lastKnownFileType
=
sourcecode.swift
;
path
=
FetchOp.swift
;
sourceTree
=
"<group>"
;
};
FC9D038320E23B01000F735A
/* Texture.swift */
=
{
isa
=
PBXFileReference
;
lastKnownFileType
=
sourcecode.swift
;
path
=
Texture.swift
;
sourceTree
=
"<group>"
;
};
FCF2D73720E64E70007AC5F5
/* Kernel.swift */
=
{
isa
=
PBXFileReference
;
lastKnownFileType
=
sourcecode.swift
;
name
=
Kernel.swift
;
path
=
"paddle-mobile/Operators/Kernels/Kernel.swift"
;
sourceTree
=
SOURCE_ROOT
;
};
/* End PBXFileReference section */
/* Begin PBXFrameworksBuildPhase section */
...
...
@@ -140,6 +148,7 @@
FC039B9420E11C9A0081E9F8
/* Extensions.swift */
,
FC039B9520E11C9A0081E9F8
/* Errors.swift */
,
FC039B9620E11C9A0081E9F8
/* Types.swift */
,
FC60DB8820E9AAA500FF203F
/* MetalExtension.swift */
,
);
path
=
Common
;
sourceTree
=
"<group>"
;
...
...
@@ -157,8 +166,8 @@
FC039BA320E11CBC0081E9F8
/* Operators */
=
{
isa
=
PBXGroup
;
children
=
(
FC086BA520E67E8500D85EF7
/* Kernels */
,
FCD592FA20E248EC00252966
/* Base */
,
FCD592F920E248EC00252966
/* Kernels */
,
FC039BA420E11CBC0081E9F8
/* ConvOp.swift */
,
FC039BA520E11CBC0081E9F8
/* ElementwiseAddOp.swift */
,
FC039BA720E11CBC0081E9F8
/* BatchNormOp.swift */
,
...
...
@@ -185,9 +194,12 @@
path
=
Program
;
sourceTree
=
"<group>"
;
};
FC
D592F920E248EC00252966
/* Kernels */
=
{
FC
086BA520E67E8500D85EF7
/* Kernels */
=
{
isa
=
PBXGroup
;
children
=
(
FCF2D73720E64E70007AC5F5
/* Kernel.swift */
,
FC1B16B220EC9A4F00678B91
/* Kernels.metal */
,
FC1B186520ECF1C600678B91
/* ResizeKernel.swift */
,
);
path
=
Kernels
;
sourceTree
=
"<group>"
;
...
...
@@ -308,6 +320,10 @@
FC039B9B20E11CA00081E9F8
/* Executor.swift in Sources */
,
FC039BBB20E11CC20081E9F8
/* ProgramDesc.swift in Sources */
,
FC9D037920E229E4000F735A
/* OpParam.swift in Sources */
,
FC1B186620ECF1C600678B91
/* ResizeKernel.swift in Sources */
,
FCF2D73820E64E70007AC5F5
/* Kernel.swift in Sources */
,
FC60DB8920E9AAA500FF203F
/* MetalExtension.swift in Sources */
,
FC1B16B320EC9A4F00678B91
/* Kernels.metal in Sources */
,
FC039BBA20E11CC20081E9F8
/* TensorDesc.swift in Sources */
,
FC039BA020E11CB20081E9F8
/* Dim.swift in Sources */
,
FC039BB820E11CC20081E9F8
/* framework.pb.swift in Sources */
,
...
...
@@ -461,17 +477,19 @@
CODE_SIGN_IDENTITY
=
""
;
CODE_SIGN_STYLE
=
Automatic
;
DEFINES_MODULE
=
YES
;
DEVELOPMENT_TEAM
=
Z5M2UUN5YV
;
DEVELOPMENT_TEAM
=
A798K58VVL
;
DYLIB_COMPATIBILITY_VERSION
=
1
;
DYLIB_CURRENT_VERSION
=
1
;
DYLIB_INSTALL_NAME_BASE
=
"@rpath"
;
INFOPLIST_FILE
=
"paddle-mobile/Info.plist"
;
INSTALL_PATH
=
"$(LOCAL_LIBRARY_DIR)/Frameworks"
;
IPHONEOS_DEPLOYMENT_TARGET
=
9.0
;
LD_RUNPATH_SEARCH_PATHS
=
(
"$(inherited)"
,
"@executable_path/Frameworks"
,
"@loader_path/Frameworks"
,
);
MTL_LANGUAGE_REVISION
=
UseDeploymentTarget
;
PRODUCT_BUNDLE_IDENTIFIER
=
"orange.paddle-mobile"
;
PRODUCT_NAME
=
"$(TARGET_NAME:c99extidentifier)"
;
SKIP_INSTALL
=
YES
;
...
...
@@ -487,17 +505,19 @@
CODE_SIGN_IDENTITY
=
""
;
CODE_SIGN_STYLE
=
Automatic
;
DEFINES_MODULE
=
YES
;
DEVELOPMENT_TEAM
=
Z5M2UUN5YV
;
DEVELOPMENT_TEAM
=
A798K58VVL
;
DYLIB_COMPATIBILITY_VERSION
=
1
;
DYLIB_CURRENT_VERSION
=
1
;
DYLIB_INSTALL_NAME_BASE
=
"@rpath"
;
INFOPLIST_FILE
=
"paddle-mobile/Info.plist"
;
INSTALL_PATH
=
"$(LOCAL_LIBRARY_DIR)/Frameworks"
;
IPHONEOS_DEPLOYMENT_TARGET
=
9.0
;
LD_RUNPATH_SEARCH_PATHS
=
(
"$(inherited)"
,
"@executable_path/Frameworks"
,
"@loader_path/Frameworks"
,
);
MTL_LANGUAGE_REVISION
=
UseDeploymentTarget
;
PRODUCT_BUNDLE_IDENTIFIER
=
"orange.paddle-mobile"
;
PRODUCT_NAME
=
"$(TARGET_NAME:c99extidentifier)"
;
SKIP_INSTALL
=
YES
;
...
...
metal/paddle-mobile/paddle-mobile.xcodeproj/xcuserdata/liuruilong.xcuserdatad/xcschemes/xcschememanagement.plist
浏览文件 @
52d5f1f7
...
...
@@ -7,7 +7,7 @@
<key>
paddle-mobile.xcscheme
</key>
<dict>
<key>
orderHint
</key>
<integer>
4
</integer>
<integer>
3
</integer>
</dict>
</dict>
</dict>
...
...
metal/paddle-mobile/paddle-mobile/Common/Errors.swift
浏览文件 @
52d5f1f7
...
...
@@ -20,4 +20,5 @@ public enum PaddleMobileError: Error{
case
memoryError
(
message
:
String
)
case
paramError
(
message
:
String
)
case
opError
(
message
:
String
)
case
predictError
(
message
:
String
)
}
metal/paddle-mobile/paddle-mobile/Common/MetalExtension.swift
0 → 100644
浏览文件 @
52d5f1f7
//
// MetalExtension.swift
// paddle-mobile
//
// Created by liuRuiLong on 2018/7/2.
// Copyright © 2018年 orange. All rights reserved.
//
import
Foundation
fileprivate
var
defaultMetalLibrary
:
MTLLibrary
?
fileprivate
var
paddleMobileMetalLibrary
:
MTLLibrary
?
extension
MTLDevice
{
func
defaultLibrary
()
->
MTLLibrary
{
if
defaultMetalLibrary
==
nil
{
defaultMetalLibrary
=
makeDefaultLibrary
()
}
if
let
inDefaultLib
=
defaultMetalLibrary
{
return
inDefaultLib
}
else
{
fatalError
(
" default metal libary is nil"
)
}
}
func
paddleMobileLibrary
()
->
MTLLibrary
{
if
paddleMobileMetalLibrary
==
nil
{
guard
let
path
=
Bundle
.
init
(
for
:
Kernel
.
self
)
.
path
(
forResource
:
"default"
,
ofType
:
"metallib"
)
else
{
fatalError
(
"Counld't find paddle mobile library"
)
}
do
{
paddleMobileMetalLibrary
=
try
makeLibrary
(
filepath
:
path
)
}
catch
_
{
fatalError
(
"Counld't load paddle mobile library"
)
}
paddleMobileMetalLibrary
=
makeDefaultLibrary
()
}
if
let
inPaddleMobileLib
=
paddleMobileMetalLibrary
{
return
inPaddleMobileLib
}
else
{
fatalError
(
"PaddleMobile metal libary is nil"
)
}
}
func
pipeLine
(
funcName
:
String
,
inPaddleMobileLib
:
Bool
=
true
)
->
MTLComputePipelineState
{
let
useLib
=
inPaddleMobileLib
?
paddleMobileLibrary
()
:
defaultLibrary
()
guard
let
function
=
useLib
.
makeFunction
(
name
:
funcName
)
else
{
fatalError
(
" function "
+
funcName
+
" not found"
)
}
do
{
let
pipLine
=
try
makeComputePipelineState
(
function
:
function
)
return
pipLine
}
catch
_
{
fatalError
(
"make pip line error occured"
)
}
}
}
extension
MTLComputeCommandEncoder
{
func
dispatch
(
computePipline
:
MTLComputePipelineState
,
outTexture
:
MTLTexture
)
{
let
slices
=
(
outTexture
.
depth
+
3
)
/
4
let
width
=
computePipline
.
threadExecutionWidth
let
height
=
computePipline
.
maxTotalThreadsPerThreadgroup
/
width
let
threadsPerGroup
=
MTLSize
.
init
(
width
:
width
,
height
:
height
,
depth
:
1
)
let
groupWidth
=
(
outTexture
.
width
+
width
-
1
)
/
width
let
groupHeight
=
(
outTexture
.
height
+
height
-
1
)
/
height
let
groupDepth
=
slices
let
groups
=
MTLSize
.
init
(
width
:
groupWidth
,
height
:
groupHeight
,
depth
:
groupDepth
)
setComputePipelineState
(
computePipline
)
dispatchThreadgroups
(
groups
,
threadsPerThreadgroup
:
threadsPerGroup
)
}
}
metal/paddle-mobile/paddle-mobile/Common/Types.swift
浏览文件 @
52d5f1f7
...
...
@@ -40,3 +40,10 @@ extension Texture: Variant {
extension
ResultHolder
:
Variant
{
}
extension
InputTexture
:
Variant
{
}
extension
MTLTexture
where
Self
:
Variant
{
}
metal/paddle-mobile/paddle-mobile/Executor.swift
浏览文件 @
52d5f1f7
...
...
@@ -64,17 +64,23 @@ public class Executor<P: PrecisionType> {
}
}
public
func
predict
(
input
:
Texture
)
throws
->
ResultHolder
<
P
>
{
program
.
scope
[
program
.
feedKey
]
=
input
public
func
predict
(
input
:
MTLTexture
,
expect
:
[
Int
])
throws
->
ResultHolder
<
P
>
{
let
inputTexture
=
InputTexture
.
init
(
inMTLTexture
:
input
,
inExpectDim
:
Dim
.
init
(
inDim
:
expect
))
program
.
scope
.
setInput
(
input
:
inputTexture
)
for
op
in
ops
{
op
.
run
()
}
let
outputVar
=
program
.
scope
[
program
.
fetchKey
]
guard
let
outputVar
=
program
.
scope
.
output
()
else
{
throw
PaddleMobileError
.
netError
(
message
:
"output nil"
)
}
guard
let
output
=
outputVar
as?
ResultHolder
<
P
>
else
{
throw
PaddleMobileError
.
netError
(
message
:
"output var type error"
)
}
return
output
}
}
//public let paddle_executor: Executor = Executor.init()
metal/paddle-mobile/paddle-mobile/Loader.swift
浏览文件 @
52d5f1f7
...
...
@@ -81,7 +81,7 @@ public class Loader<P: PrecisionType> {
}
}
public
init
(){}
public
func
load
(
modelPath
:
String
,
paraPath
:
String
)
throws
->
Program
{
public
func
load
(
device
:
MTLDevice
,
modelPath
:
String
,
paraPath
:
String
)
throws
->
Program
{
guard
let
modelData
=
try
?
Data
.
init
(
contentsOf
:
URL
.
init
(
fileURLWithPath
:
modelPath
))
else
{
throw
PaddleMobileError
.
loaderError
(
message
:
"load "
+
modelPath
+
" failed !"
)
}
...
...
@@ -89,7 +89,6 @@ public class Loader<P: PrecisionType> {
do
{
let
protoProgram
=
try
PaddleMobile_Framework_Proto_ProgramDesc
.
init
(
serializedData
:
modelData
)
let
scope
=
Scope
.
init
()
let
programDesc
=
ProgramDesc
.
init
(
protoProgram
:
protoProgram
)
guard
let
paraLoader
=
try
?
ParaLoader
.
init
(
paramPath
:
paraPath
)
else
{
...
...
@@ -116,6 +115,8 @@ public class Loader<P: PrecisionType> {
throw
PaddleMobileError
.
loaderError
(
message
:
"feed key or fetch key not found"
)
}
let
scope
=
Scope
.
init
(
inFeedKey
:
feedKey
,
inFetchKey
:
fetchKey
)
// to load memory
for
block
in
programDesc
.
blocks
{
for
varDesc
in
block
.
vars
{
...
...
@@ -148,19 +149,18 @@ public class Loader<P: PrecisionType> {
scope
[
varDesc
.
name
]
=
tensor
}
else
{
let
dim
=
Dim
.
init
(
inDim
:
tensorDesc
.
NHWCDim
)
scope
[
varDesc
.
name
]
=
Texture
.
init
(
inDim
:
dim
,
inLayout
:
.
NHWC
)
scope
[
varDesc
.
name
]
=
Texture
.
init
(
device
:
device
,
inDim
:
dim
)
}
}
else
{
if
varDesc
.
name
==
fetchKey
{
scope
[
varDesc
.
name
]
=
ResultHolder
<
P
>.
init
(
inDim
:
[],
inResult
:
[])
}
else
if
varDesc
.
name
==
feedKey
{
scope
[
varDesc
.
name
]
=
Texture
.
init
()
}
}
}
}
let
program
=
Program
.
init
(
protoProgramDesc
:
protoProgram
,
inParamPath
:
paraPath
,
inScope
:
scope
,
inFeedKey
:
feedKey
,
inFetchKey
:
fetchKey
)
let
program
=
Program
.
init
(
protoProgramDesc
:
protoProgram
,
inParamPath
:
paraPath
,
inScope
:
scope
)
return
program
}
catch
_
{
...
...
metal/paddle-mobile/paddle-mobile/Operators/Base/OpParam.swift
浏览文件 @
52d5f1f7
...
...
@@ -23,11 +23,11 @@ import Foundation
protocol
OpParam
{
associatedtype
OutputType
:
Variant
var
output
:
OutputType
{
get
}
var
output
:
OutputType
{
get
set
}
func
outputDesc
()
->
String
associatedtype
ParamPrecisionType
:
PrecisionType
init
(
opDesc
:
OpDesc
,
s
cope
:
Scope
)
throws
init
(
opDesc
:
OpDesc
,
inS
cope
:
Scope
)
throws
static
func
getFirstTensor
<
VarType
:
Variant
>
(
key
:
String
,
map
:
[
String
:
[
String
]],
from
:
Scope
)
throws
->
VarType
static
func
inputX
<
VarType
:
Variant
>
(
inputs
:
[
String
:
[
String
]],
from
:
Scope
)
throws
->
VarType
static
func
inputBiase
<
VarType
:
Variant
>
(
inputs
:
[
String
:
[
String
]],
from
:
Scope
)
throws
->
VarType
...
...
metal/paddle-mobile/paddle-mobile/Operators/Base/Operator.swift
浏览文件 @
52d5f1f7
...
...
@@ -82,7 +82,7 @@ class Operator <ParameterType: OpParam>: OperatorProtocol{
attrs
=
opDesc
.
attrs
paraInputs
=
opDesc
.
paraInputs
do
{
para
=
try
ParamType
.
init
(
opDesc
:
opDesc
,
s
cope
:
inScope
)
para
=
try
ParamType
.
init
(
opDesc
:
opDesc
,
inS
cope
:
inScope
)
}
catch
let
error
{
throw
error
}
...
...
metal/paddle-mobile/paddle-mobile/Operators/BatchNormOp.swift
浏览文件 @
52d5f1f7
...
...
@@ -16,14 +16,14 @@ import Foundation
struct
BatchNormParam
<
P
:
PrecisionType
>
:
OpParam
{
typealias
ParamPrecisionType
=
P
init
(
opDesc
:
OpDesc
,
s
cope
:
Scope
)
throws
{
init
(
opDesc
:
OpDesc
,
inS
cope
:
Scope
)
throws
{
do
{
input
=
try
BatchNormParam
.
inputX
(
inputs
:
opDesc
.
inputs
,
from
:
s
cope
)
output
=
try
BatchNormParam
.
outputY
(
outputs
:
opDesc
.
outputs
,
from
:
s
cope
)
inputBias
=
try
BatchNormParam
.
inputBiase
(
inputs
:
opDesc
.
paraInputs
,
from
:
s
cope
)
inputMean
=
try
BatchNormParam
.
inputMean
(
inputs
:
opDesc
.
paraInputs
,
from
:
s
cope
)
inputScale
=
try
BatchNormParam
.
inputScale
(
inputs
:
opDesc
.
paraInputs
,
from
:
s
cope
)
inputVariance
=
try
BatchNormParam
.
inputVariance
(
inputs
:
opDesc
.
paraInputs
,
from
:
s
cope
)
input
=
try
BatchNormParam
.
inputX
(
inputs
:
opDesc
.
inputs
,
from
:
inS
cope
)
output
=
try
BatchNormParam
.
outputY
(
outputs
:
opDesc
.
outputs
,
from
:
inS
cope
)
inputBias
=
try
BatchNormParam
.
inputBiase
(
inputs
:
opDesc
.
paraInputs
,
from
:
inS
cope
)
inputMean
=
try
BatchNormParam
.
inputMean
(
inputs
:
opDesc
.
paraInputs
,
from
:
inS
cope
)
inputScale
=
try
BatchNormParam
.
inputScale
(
inputs
:
opDesc
.
paraInputs
,
from
:
inS
cope
)
inputVariance
=
try
BatchNormParam
.
inputVariance
(
inputs
:
opDesc
.
paraInputs
,
from
:
inS
cope
)
epsilon
=
try
BatchNormParam
.
getAttr
(
key
:
"epsilon"
,
attrs
:
opDesc
.
attrs
)
momentum
=
try
BatchNormParam
.
getAttr
(
key
:
"momentum"
,
attrs
:
opDesc
.
attrs
)
is_test
=
try
BatchNormParam
.
getAttr
(
key
:
"is_test"
,
attrs
:
opDesc
.
attrs
)
...
...
@@ -32,7 +32,7 @@ struct BatchNormParam<P: PrecisionType>: OpParam {
}
}
let
input
:
Texture
let
output
:
Texture
var
output
:
Texture
let
inputBias
:
Tensor
<
ParamPrecisionType
>
let
inputMean
:
Tensor
<
ParamPrecisionType
>
let
inputScale
:
Tensor
<
ParamPrecisionType
>
...
...
metal/paddle-mobile/paddle-mobile/Operators/ConvOp.swift
浏览文件 @
52d5f1f7
...
...
@@ -16,11 +16,11 @@ import Foundation
struct
ConvParam
<
P
:
PrecisionType
>
:
OpParam
{
typealias
ParamPrecisionType
=
P
init
(
opDesc
:
OpDesc
,
s
cope
:
Scope
)
throws
{
init
(
opDesc
:
OpDesc
,
inS
cope
:
Scope
)
throws
{
do
{
filter
=
try
ConvParam
.
inputFilter
(
paraInputs
:
opDesc
.
paraInputs
,
from
:
s
cope
)
input
=
try
ConvParam
.
input
(
inputs
:
opDesc
.
inputs
,
from
:
s
cope
)
output
=
try
ConvParam
.
output
(
outputs
:
opDesc
.
outputs
,
from
:
s
cope
)
filter
=
try
ConvParam
.
inputFilter
(
paraInputs
:
opDesc
.
paraInputs
,
from
:
inS
cope
)
input
=
try
ConvParam
.
input
(
inputs
:
opDesc
.
inputs
,
from
:
inS
cope
)
output
=
try
ConvParam
.
output
(
outputs
:
opDesc
.
outputs
,
from
:
inS
cope
)
stride
=
try
ConvParam
.
getAttr
(
key
:
"strides"
,
attrs
:
opDesc
.
attrs
)
paddings
=
try
ConvParam
.
getAttr
(
key
:
"paddings"
,
attrs
:
opDesc
.
attrs
)
dilations
=
try
ConvParam
.
getAttr
(
key
:
"dilations"
,
attrs
:
opDesc
.
attrs
)
...
...
@@ -31,7 +31,7 @@ struct ConvParam<P: PrecisionType>: OpParam {
}
let
input
:
Texture
let
output
:
Texture
var
output
:
Texture
let
filter
:
Tensor
<
ParamPrecisionType
>
let
stride
:
[
Int32
]
let
paddings
:
[
Int32
]
...
...
metal/paddle-mobile/paddle-mobile/Operators/ElementwiseAddOp.swift
浏览文件 @
52d5f1f7
...
...
@@ -16,11 +16,11 @@ import Foundation
struct
ElementwiseAddParam
<
P
:
PrecisionType
>
:
OpParam
{
typealias
ParamPrecisionType
=
P
init
(
opDesc
:
OpDesc
,
s
cope
:
Scope
)
throws
{
init
(
opDesc
:
OpDesc
,
inS
cope
:
Scope
)
throws
{
do
{
input
=
try
ElementwiseAddParam
.
inputX
(
inputs
:
opDesc
.
inputs
,
from
:
s
cope
)
inputY
=
try
ElementwiseAddParam
.
inputY
(
inputs
:
opDesc
.
inputs
,
from
:
s
cope
)
output
=
try
ElementwiseAddParam
.
outputOut
(
outputs
:
opDesc
.
outputs
,
from
:
s
cope
)
input
=
try
ElementwiseAddParam
.
inputX
(
inputs
:
opDesc
.
inputs
,
from
:
inS
cope
)
inputY
=
try
ElementwiseAddParam
.
inputY
(
inputs
:
opDesc
.
inputs
,
from
:
inS
cope
)
output
=
try
ElementwiseAddParam
.
outputOut
(
outputs
:
opDesc
.
outputs
,
from
:
inS
cope
)
axis
=
try
ElementwiseAddParam
.
getAttr
(
key
:
"axis"
,
attrs
:
opDesc
.
attrs
)
}
catch
let
error
{
throw
error
...
...
@@ -28,7 +28,7 @@ struct ElementwiseAddParam<P: PrecisionType>: OpParam {
}
let
input
:
Texture
let
inputY
:
Tensor
<
P
>
let
output
:
Texture
var
output
:
Texture
let
axis
:
Int
}
...
...
metal/paddle-mobile/paddle-mobile/Operators/FeedOp.swift
浏览文件 @
52d5f1f7
...
...
@@ -16,12 +16,15 @@ import Foundation
struct
FeedParam
<
P
:
PrecisionType
>
:
OpParam
{
var
output
:
Texture
var
input
:
Texture
var
input
:
InputTexture
{
return
scope
.
input
()
as!
InputTexture
}
let
scope
:
Scope
init
(
opDesc
:
OpDesc
,
scope
:
Scope
)
throws
{
init
(
opDesc
:
OpDesc
,
inScope
:
Scope
)
throws
{
scope
=
inScope
do
{
input
=
try
FeedParam
.
inputX
(
inputs
:
opDesc
.
inputs
,
from
:
scope
)
output
=
try
FeedParam
.
outputOut
(
outputs
:
opDesc
.
outputs
,
from
:
scope
)
output
=
try
FeedParam
.
outputOut
(
outputs
:
opDesc
.
outputs
,
from
:
inScope
)
}
catch
let
error
{
throw
error
}
...
...
@@ -34,10 +37,15 @@ class FeedOp<P: PrecisionType>: Operator<FeedParam<P>>, Runable, Creator, InferS
typealias
OpType
=
FeedOp
<
P
>
func
inferShape
()
{
// print("feed input: \(para.input.expectDim)")
print
(
"feed output:
\(
para
.
output
.
dim
)
"
)
// para.ou/tput.dim = para.input.expectDim
}
func
runImpl
()
{
print
(
"feed op"
)
// let resizeKernel = ResizeKernel.init(device: <#T##MTLDevice#>)
}
}
metal/paddle-mobile/paddle-mobile/Operators/FetchOp.swift
浏览文件 @
52d5f1f7
...
...
@@ -15,13 +15,13 @@
import
Foundation
struct
FetchParam
<
P
:
PrecisionType
>
:
OpParam
{
let
output
:
ResultHolder
<
P
>
var
output
:
ResultHolder
<
P
>
=
ResultHolder
.
init
(
inDim
:
[],
inResult
:
[])
let
input
:
Texture
init
(
opDesc
:
OpDesc
,
scope
:
Scope
)
throws
{
let
scope
:
Scope
init
(
opDesc
:
OpDesc
,
inScope
:
Scope
)
throws
{
scope
=
inScope
do
{
input
=
try
FetchParam
.
inputX
(
inputs
:
opDesc
.
inputs
,
from
:
scope
)
output
=
try
FetchParam
.
outputOut
(
outputs
:
opDesc
.
outputs
,
from
:
scope
)
input
=
try
FetchParam
.
inputX
(
inputs
:
opDesc
.
inputs
,
from
:
inScope
)
}
catch
let
error
{
throw
error
}
...
...
@@ -32,6 +32,7 @@ struct FetchParam<P: PrecisionType>: OpParam{
class
FetchOp
<
P
:
PrecisionType
>
:
Operator
<
FetchParam
<
P
>>
,
Runable
,
Creator
,
InferShaperable
{
func
inferShape
()
{
print
(
para
.
input
.
dim
)
}
...
...
metal/paddle-mobile/paddle-mobile/Operators/Kernels/Kernel.swift
0 → 100644
浏览文件 @
52d5f1f7
/* 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
Metal
import
Foundation
protocol
Computable
{
associatedtype
ParamType
func
compute
(
commandBuffer
:
MTLCommandBuffer
,
param
:
ParamType
)
throws
}
class
Kernel
{
let
pipline
:
MTLComputePipelineState
let
functionName
:
String
init
(
device
:
MTLDevice
,
inFunctionName
:
String
)
{
pipline
=
device
.
pipeLine
(
funcName
:
inFunctionName
)
functionName
=
inFunctionName
}
}
metal/paddle-mobile/paddle-mobile/Operators/Kernels/Kernels.metal
0 → 100644
浏览文件 @
52d5f1f7
//
// Kernels.metal
// paddle-mobile
//
// Created by liuRuiLong on 2018/7/4.
// Copyright © 2018年 orange. All rights reserved.
//
#include <metal_stdlib>
using namespace metal;
struct OutputDim {
ushort width;
ushort height;
ushort strideX;
ushort strideY;
};
kernel void resize(
texture2d<half, access::read> inTexture [[texture(0)]],
texture2d<half, access::write> outTexture [[texture(1)]],
constant OutputDim ¶ms [[buffer(0)]],
uint2 gid [[thread_position_in_grid]]) {
if (gid.x >= outTexture.get_width() ||
gid.y >= outTexture.get_height()) {
return;
}
constexpr sampler s(coord::pixel, filter::nearest, address::clamp_to_zero);
const uint2 pos = gid.xy * uint2(params.strideX, params.strideY);
const half4 input = inTexture.read(pos);
outTexture.write(half4(input.x, input.y, input.z, 0.0h), gid);
}
metal/paddle-mobile/paddle-mobile/Operators/Kernels/ResizeKernel.swift
0 → 100644
浏览文件 @
52d5f1f7
//
// ResizeKernel.swift
// paddle-mobile
//
// Created by liuRuiLong on 2018/7/4.
// Copyright © 2018年 orange. All rights reserved.
//
import
Foundation
struct
ResizeParam
{
let
input
:
MTLTexture
let
output
:
MTLTexture
let
expectDim
:
Dim
}
struct
OutputDim
{
let
width
:
UInt16
let
height
:
UInt16
let
strideX
:
UInt16
let
strideY
:
UInt16
}
class
ResizeKernel
:
Kernel
,
Computable
{
func
compute
(
commandBuffer
:
MTLCommandBuffer
,
param
:
ResizeParam
)
throws
{
guard
let
encoder
=
commandBuffer
.
makeComputeCommandEncoder
()
else
{
throw
PaddleMobileError
.
predictError
(
message
:
" encode is nil"
)
}
encoder
.
setTexture
(
param
.
input
,
index
:
0
)
encoder
.
setTexture
(
param
.
output
,
index
:
1
)
let
strideX
=
param
.
input
.
width
/
param
.
expectDim
[
2
]
let
strideY
=
param
.
input
.
height
/
param
.
expectDim
[
1
]
var
outputDim
=
OutputDim
.
init
(
width
:
UInt16
(
param
.
expectDim
[
1
]),
height
:
UInt16
(
param
.
expectDim
[
2
]),
strideX
:
UInt16
(
strideX
),
strideY
:
UInt16
(
strideY
))
encoder
.
setBytes
(
&
outputDim
,
length
:
MemoryLayout
<
OutputDim
>.
size
,
index
:
0
)
encoder
.
dispatch
(
computePipline
:
pipline
,
outTexture
:
param
.
output
)
encoder
.
endEncoding
()
}
init
(
device
:
MTLDevice
)
{
super
.
init
(
device
:
device
,
inFunctionName
:
"resize"
)
}
}
metal/paddle-mobile/paddle-mobile/Operators/ReluOp.swift
浏览文件 @
52d5f1f7
...
...
@@ -16,16 +16,16 @@ import Foundation
struct
ReluParam
<
P
:
PrecisionType
>
:
OpParam
{
typealias
ParamPrecisionType
=
P
init
(
opDesc
:
OpDesc
,
s
cope
:
Scope
)
throws
{
init
(
opDesc
:
OpDesc
,
inS
cope
:
Scope
)
throws
{
do
{
input
=
try
ReluParam
.
inputX
(
inputs
:
opDesc
.
inputs
,
from
:
s
cope
)
output
=
try
ReluParam
.
outputOut
(
outputs
:
opDesc
.
outputs
,
from
:
s
cope
)
input
=
try
ReluParam
.
inputX
(
inputs
:
opDesc
.
inputs
,
from
:
inS
cope
)
output
=
try
ReluParam
.
outputOut
(
outputs
:
opDesc
.
outputs
,
from
:
inS
cope
)
}
catch
let
error
{
throw
error
}
}
let
input
:
Texture
let
output
:
Texture
var
output
:
Texture
}
class
ReluOp
<
P
:
PrecisionType
>
:
Operator
<
ReluParam
<
P
>>
,
Runable
,
Creator
,
InferShaperable
{
...
...
metal/paddle-mobile/paddle-mobile/Program/Program.swift
浏览文件 @
52d5f1f7
...
...
@@ -16,15 +16,11 @@ import Foundation
public
struct
Program
{
let
paramPath
:
String
let
feedKey
:
String
let
fetchKey
:
String
let
programDesc
:
ProgramDesc
let
scope
:
Scope
init
(
protoProgramDesc
:
PaddleMobile_Framework_Proto_ProgramDesc
,
inParamPath
:
String
,
inScope
:
Scope
,
inFeedKey
:
String
,
inFetchKey
:
String
)
{
init
(
protoProgramDesc
:
PaddleMobile_Framework_Proto_ProgramDesc
,
inParamPath
:
String
,
inScope
:
Scope
)
{
programDesc
=
ProgramDesc
.
init
(
protoProgram
:
protoProgramDesc
)
paramPath
=
inParamPath
scope
=
inScope
feedKey
=
inFeedKey
fetchKey
=
inFetchKey
}
}
metal/paddle-mobile/paddle-mobile/Program/Scope.swift
浏览文件 @
52d5f1f7
...
...
@@ -15,6 +15,29 @@
import
Foundation
class
Scope
{
let
feedKey
:
String
let
fetchKey
:
String
func
setInput
(
input
:
Variant
)
{
vars
[
feedKey
]
=
input
}
func
setOutput
(
output
:
Variant
)
{
vars
[
fetchKey
]
=
output
}
func
input
()
->
Variant
?
{
return
vars
[
feedKey
];
}
func
output
()
->
Variant
?
{
return
vars
[
fetchKey
];
}
init
(
inFeedKey
:
String
,
inFetchKey
:
String
)
{
feedKey
=
inFeedKey
fetchKey
=
inFetchKey
}
var
vars
:
[
String
:
Variant
]
=
[:]
subscript
(
key
:
String
)
->
Variant
?{
get
{
...
...
metal/paddle-mobile/paddle-mobile/framework/Dim.swift
浏览文件 @
52d5f1f7
...
...
@@ -15,7 +15,7 @@
import
Foundation
public
struct
Dim
{
init
(
inDim
:
[
Int
])
{
public
init
(
inDim
:
[
Int
])
{
dims
=
inDim
}
...
...
metal/paddle-mobile/paddle-mobile/framework/Tensor.swift
浏览文件 @
52d5f1f7
...
...
@@ -18,10 +18,8 @@ protocol Tensorial: CustomStringConvertible, CustomDebugStringConvertible{
var
dim
:
Dim
{
get
set
}
func
numel
()
->
Int
var
layout
:
DataLayout
{
get
}
init
(
inDim
:
Dim
,
inLayout
:
DataLayout
)
}
extension
Tensorial
{
func
numel
()
->
Int
{
return
dim
.
numel
()
...
...
metal/paddle-mobile/paddle-mobile/framework/Texture.swift
浏览文件 @
52d5f1f7
...
...
@@ -15,29 +15,96 @@
import
Metal
import
Foundation
class
InputTexture
{
let
mtlTexture
:
MTLTexture
let
expectDim
:
Dim
init
(
inMTLTexture
:
MTLTexture
,
inExpectDim
:
Dim
)
{
mtlTexture
=
inMTLTexture
expectDim
=
inExpectDim
}
}
extension
InputTexture
{
var
description
:
String
{
get
{
return
mtlTexture
.
description
}
}
var
debugDescription
:
String
{
get
{
return
mtlTexture
.
debugDescription
??
" MetalTexture "
}
}
}
public
class
Texture
:
Tensorial
{
var
dim
:
Dim
let
textureDesc
:
MTLTextureDescriptor
var
metalTexture
:
MTLTexture
required
public
init
(
inDim
:
Dim
,
inLayout
:
DataLayout
=
.
NHWC
)
{
init
(
device
:
MTLDevice
,
inDim
:
Dim
,
inLayout
:
DataLayout
=
.
NHWC
)
{
dim
=
inDim
layout
=
inLayout
let
tmpTextureDes
=
MTLTextureDescriptor
.
init
()
if
inDim
.
cout
()
==
1
{
tmpTextureDes
.
width
=
inDim
[
0
]
tmpTextureDes
.
textureType
=
.
type1D
}
else
if
inDim
.
cout
()
==
4
{
tmpTextureDes
.
height
=
inDim
[
1
]
tmpTextureDes
.
width
=
inDim
[
2
]
// print("n : \(inDim[0])")
// print(inDim[3] * inDim[0])
tmpTextureDes
.
depth
=
1
tmpTextureDes
.
arrayLength
=
(
inDim
[
3
]
*
inDim
[
0
]
+
3
)
/
4
tmpTextureDes
.
textureType
=
.
type2DArray
}
else
{
fatalError
(
" didn't support yet"
)
}
tmpTextureDes
.
pixelFormat
=
.
r32Float
tmpTextureDes
.
storageMode
=
.
shared
textureDesc
=
tmpTextureDes
metalTexture
=
device
.
makeTexture
(
descriptor
:
tmpTextureDes
)
?
!
" texture nil "
}
private(set)
var
layout
:
DataLayout
// let texture: MTLTexture
public
init
(
inTexture
:
MTLTexture
,
inDim
:
Dim
)
{
// texture = inTexture
dim
=
inDim
layout
=
.
NHWC
}
// required public init(inDim: Dim, inLayout: DataLayout = .NHWC, inTexture: MTLTexture) {
// dim = inDim
// layout = inLayout
// metalTexture = inTexture
// let tmpTextureDes = MTLTextureDescriptor.init()
//
// if inDim.cout() == 1 {
// tmpTextureDes.width = inDim[0]
// tmpTextureDes.textureType = .type1D
// } else if inDim.cout() == 2 {
// tmpTextureDes.height = inDim[0]
// tmpTextureDes.width = inDim[1]
// tmpTextureDes.textureType = .type2D
// } else if inDim.cout() == 3 {
// fatalError(" not support texture dim 3")
// } else if inDim.cout() == 4 {
// tmpTextureDes.height = inDim[1]
// tmpTextureDes.width = inDim[2]
// tmpTextureDes.depth = inDim[3] * inDim[1]
// tmpTextureDes.textureType = .type2DArray
// }
//
// tmpTextureDes.pixelFormat = .r32Float
// tmpTextureDes.storageMode = .shared
// textureDesc = tmpTextureDes
// let device = MTLCreateSystemDefaultDevice()
// metalTexture = device!.makeTexture(descriptor: tmpTextureDes)!
// }
public
init
(
inLayout
:
DataLayout
=
.
NHWC
)
{
dim
=
Dim
.
init
(
inDim
:
[])
layout
=
inLayout
}
// init() {
// dim = Dim.init(inDim: [])
// layout = .NCHW
// let device = MTLCreateSystemDefaultDevice()
// textureDesc = MTLTextureDescriptor.init()
// metalTexture = device!.makeTexture(descriptor: textureDesc)!
// }
private(set)
var
layout
:
DataLayout
}
extension
Texture
{
...
...
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