From 0b1c774ee26c69af175d9d3bc0d95ff3cc576028 Mon Sep 17 00:00:00 2001 From: yanxing Date: Mon, 17 Jun 2024 20:44:59 +0800 Subject: [PATCH] [feat] add ios ci. --- .github/workflows/ios.yml | 36 + .github/workflows/python.yml | 2 +- README.md | 3 + README_en.md | 3 + ios/mnn-llm/mnn-llm.xcodeproj/project.pbxproj | 4052 ++++++++--------- resource/models/download_models.ps1 | 96 - script/ios_build.sh | 5 + 7 files changed, 2072 insertions(+), 2125 deletions(-) create mode 100644 .github/workflows/ios.yml delete mode 100644 resource/models/download_models.ps1 create mode 100755 script/ios_build.sh diff --git a/.github/workflows/ios.yml b/.github/workflows/ios.yml new file mode 100644 index 00000000..53df71c7 --- /dev/null +++ b/.github/workflows/ios.yml @@ -0,0 +1,36 @@ +name: ios +on: + push: + branches: + - master + - 'feature/**' + paths: + - 'src/**' + - 'ios/**' + - '.github/workflows/ios.yml' + pull_request: + branches: [master] + paths: + - 'src/**' + - 'ios/**' + - '.github/workflows/ios.yml' + +jobs: + build: + name: ios-build + runs-on: macos-latest + + steps: + - uses: actions/checkout@v3 + with: + submodules: 'recursive' + + - name: download_mode + run: | + wget -c -nv https://github.com/wangzhaode/mnn-llm/releases/download/qwen1.5-0.5b-chat-mnn/Qwen1.5-0.5B-Chat-MNN.zip + unzip Qwen1.5-0.5B-Chat-MNN.zip + mv Qwen1.5-0.5B-Chat-MNN/* ios/mnn-llm/model/qwen1.5-0.5b-chat/ + + - name: build + run: | + ./script/ios_build.sh \ No newline at end of file diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml index 76a1baeb..6fd0a585 100644 --- a/.github/workflows/python.yml +++ b/.github/workflows/python.yml @@ -17,7 +17,7 @@ on: jobs: build: - name: linux-build + name: python-build runs-on: ubuntu-latest steps: diff --git a/README.md b/README.md index 3b169c9f..bfd35ee4 100644 --- a/README.md +++ b/README.md @@ -105,17 +105,20 @@ CI构建状态： [![Build Status][pass-macos]][ci-macos] [![Build Status][pass-windows]][ci-windows] [![Build Status][pass-android]][ci-android] +[![Build Status][pass-ios]][ci-ios] [![Build Status][pass-python]][ci-python] [pass-linux]: https://github.com/wangzhaode/mnn-llm/actions/workflows/linux.yml/badge.svg [pass-macos]: https://github.com/wangzhaode/mnn-llm/actions/workflows/macos.yml/badge.svg [pass-windows]: https://github.com/wangzhaode/mnn-llm/actions/workflows/windows.yml/badge.svg [pass-android]: https://github.com/wangzhaode/mnn-llm/actions/workflows/android.yml/badge.svg +[pass-ios]: https://github.com/wangzhaode/mnn-llm/actions/workflows/ios.yml/badge.svg [pass-python]: https://github.com/wangzhaode/mnn-llm/actions/workflows/python.yml/badge.svg [ci-linux]: https://github.com/wangzhaode/mnn-llm/actions/workflows/linux.yml [ci-macos]: https://github.com/wangzhaode/mnn-llm/actions/workflows/macos.yml [ci-windows]: https://github.com/wangzhaode/mnn-llm/actions/workflows/windows.yml [ci-android]: https://github.com/wangzhaode/mnn-llm/actions/workflows/android.yml +[ci-ios]: https://github.com/wangzhaode/mnn-llm/actions/workflows/ios.yml [ci-python]: https://github.com/wangzhaode/mnn-llm/actions/workflows/python.yml ### 本地编译 diff --git a/README_en.md b/README_en.md index a0736a3d..db5101ef 100644 --- a/README_en.md +++ b/README_en.md @@ -106,17 +106,20 @@ Current CI build status: [![Build Status][pass-macos]][ci-macos] [![Build Status][pass-windows]][ci-windows] [![Build Status][pass-android]][ci-android] +[![Build Status][pass-ios]][ci-ios] [![Build Status][pass-python]][ci-python] [pass-linux]: https://github.com/wangzhaode/mnn-llm/actions/workflows/linux.yml/badge.svg [pass-macos]: https://github.com/wangzhaode/mnn-llm/actions/workflows/macos.yml/badge.svg [pass-windows]: https://github.com/wangzhaode/mnn-llm/actions/workflows/windows.yml/badge.svg [pass-android]: https://github.com/wangzhaode/mnn-llm/actions/workflows/android.yml/badge.svg +[pass-ios]: https://github.com/wangzhaode/mnn-llm/actions/workflows/ios.yml/badge.svg [pass-python]: https://github.com/wangzhaode/mnn-llm/actions/workflows/python.yml/badge.svg [ci-linux]: https://github.com/wangzhaode/mnn-llm/actions/workflows/linux.yml [ci-macos]: https://github.com/wangzhaode/mnn-llm/actions/workflows/macos.yml [ci-windows]: https://github.com/wangzhaode/mnn-llm/actions/workflows/windows.yml [ci-android]: https://github.com/wangzhaode/mnn-llm/actions/workflows/android.yml +[ci-ios]: https://github.com/wangzhaode/mnn-llm/actions/workflows/ios.yml [ci-python]: https://github.com/wangzhaode/mnn-llm/actions/workflows/python.yml ### Local Compilation diff --git a/ios/mnn-llm/mnn-llm.xcodeproj/project.pbxproj b/ios/mnn-llm/mnn-llm.xcodeproj/project.pbxproj index 5f19f611..3fcd5aa4 100644 --- a/ios/mnn-llm/mnn-llm.xcodeproj/project.pbxproj +++ b/ios/mnn-llm/mnn-llm.xcodeproj/project.pbxproj @@ -7,6 +7,395 @@ objects = { /* Begin PBXBuildFile section */ + 4D3B58022C207A1F00E2A1E0 /* qwen1.5-0.5b-chat in Resources */ = {isa = PBXBuildFile; fileRef = 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Arm82Backend.cpp */, + 4D3B64002C2124D400E2A1E0 /* Arm82Backend.hpp */, + 4D3B64012C2124D400E2A1E0 /* Arm82Binary.cpp */, + 4D3B64022C2124D400E2A1E0 /* Arm82Binary.hpp */, + 4D3B64032C2124D400E2A1E0 /* Arm82Functions.cpp */, + 4D3B64042C2124D400E2A1E0 /* Arm82Functions.hpp */, + 4D3B64052C2124D400E2A1E0 /* Arm82Interp.cpp */, + 4D3B64062C2124D400E2A1E0 /* Arm82Interp.hpp */, + 4D3B64072C2124D400E2A1E0 /* Arm82OpRegister.cpp */, + 4D3B64082C2124D400E2A1E0 /* Arm82OptFunc.cpp */, + 4D3B64092C2124D400E2A1E0 /* Arm82OptFunc.hpp */, + 4D3B640B2C2124D400E2A1E0 /* Arm82Relu.cpp */, + 4D3B640C2C2124D400E2A1E0 /* Arm82Relu.hpp */, + 4D3B640D2C2124D400E2A1E0 /* Arm82Unary.cpp */, + 4D3B640E2C2124D400E2A1E0 /* Arm82Unary.hpp */, + 4D3B640F2C2124D400E2A1E0 /* Arm82Vec.hpp */, + 4D3B64102C2124D400E2A1E0 /* Arm82WinogradOptFunc.cpp */, + 4D3B64112C2124D400E2A1E0 /* Arm82WinogradOptFunc.hpp */, ); - path = expr; + path = arm82; sourceTree = ""; }; - 4D947F992C2025B0004E5A87 /* plugin */ = { + 4D3B64C22C2124D400E2A1E0 /* low_memory */ = { isa = PBXGroup; children = ( - 4D947F962C2025B0004E5A87 /* PluginContext.hpp */, - 4D947F972C2025B0004E5A87 /* PluginKernel.hpp */, - 4D947F982C2025B0004E5A87 /* PluginShapeInference.hpp */, + 4D3B64B42C2124D400E2A1E0 /* MNNAbsMaxFP32.S */, + 4D3B64B52C2124D400E2A1E0 /* MNNDynamicQuantFP32.S */, + 4D3B64B62C2124D400E2A1E0 /* MNNGemmHybridInt4FP32_sdot.S */, + 4D3B64B72C2124D400E2A1E0 /* MNNGemmHybridInt4FP32_smmla.S */, + 4D3B64B82C2124D400E2A1E0 /* MNNGemmHybridInt4FP32.S */, + 4D3B64B92C2124D400E2A1E0 /* MNNGemmHybridInt8FP32_sdot.S */, + 4D3B64BA2C2124D400E2A1E0 /* MNNGemmHybridInt8FP32_smmla.S */, + 4D3B64BB2C2124D400E2A1E0 /* MNNGemmHybridInt8FP32.S */, + 4D3B64BC2C2124D400E2A1E0 /* MNNPackedMatMul_int4.S */, + 4D3B64BD2C2124D400E2A1E0 /* MNNPackedMatMul_int8.S */, + 4D3B64BE2C2124D400E2A1E0 /* MNNPackedMatMulRemain_int4.S */, + 4D3B64BF2C2124D400E2A1E0 /* MNNPackedMatMulRemain_int8.S */, + 4D3B64C02C2124D400E2A1E0 /* MNNQuantScaleFP32.S */, + 4D3B64C12C2124D400E2A1E0 /* MNNQuantSumFP32.S */, ); - path = plugin; + path = low_memory; sourceTree = ""; }; - 4D947FA52C2025B0004E5A87 /* MNN */ = { + 4D3B65122C2124D400E2A1E0 /* arm64 */ = { isa = PBXGroup; children = ( - 4D947F952C2025B0004E5A87 /* expr */, - 4D947F992C2025B0004E5A87 /* plugin */, - 4D947F9A2C2025B0004E5A87 /* AutoTime.hpp */, - 4D947F9B2C2025B0004E5A87 /* ErrorCode.hpp */, - 4D947F9C2C2025B0004E5A87 /* HalideRuntime.h */, - 4D947F9D2C2025B0004E5A87 /* ImageProcess.hpp */, - 4D947F9E2C2025B0004E5A87 /* Interpreter.hpp */, - 4D947F9F2C2025B0004E5A87 /* Matrix.h */, - 4D947FA02C2025B0004E5A87 /* MNNDefine.h */, - 4D947FA12C2025B0004E5A87 /* MNNForwardType.h */, - 4D947FA22C2025B0004E5A87 /* MNNSharedContext.h */, - 4D947FA32C2025B0004E5A87 /* Rect.h */, - 4D947FA42C2025B0004E5A87 /* Tensor.hpp */, + 4D3B64C22C2124D400E2A1E0 /* low_memory */, + 4D3B64C32C2124D400E2A1E0 /* MNNAddC4WithStride.S */, + 4D3B64C42C2124D400E2A1E0 /* MNNAvgPoolInt8.S */, + 4D3B64C52C2124D400E2A1E0 /* MNNAxByClampBroadcastC4.S */, + 4D3B64C62C2124D400E2A1E0 /* MNNBilinearLineC8.S */, + 4D3B64C72C2124D400E2A1E0 /* MNNBilinearSampleC8.S */, + 4D3B64C82C2124D400E2A1E0 /* MNNBinaryAddInt8.S */, + 4D3B64C92C2124D400E2A1E0 /* MNNBinaryMaxInt8.S */, + 4D3B64CA2C2124D400E2A1E0 /* MNNBinaryMinInt8.S */, + 4D3B64CB2C2124D400E2A1E0 /* MNNBinaryMulInt8.S */, + 4D3B64CC2C2124D400E2A1E0 /* MNNBinarySqdInt8.S */, + 4D3B64CD2C2124D400E2A1E0 /* MNNBinarySubInt8.S */, + 4D3B64CE2C2124D400E2A1E0 /* MNNBlitC1ToFloatRGBA.S */, + 4D3B64CF2C2124D400E2A1E0 /* MNNBlitC3ToFloatRGBA.S */, + 4D3B64D02C2124D400E2A1E0 /* MNNConvDwF23MulTransUnit.S */, + 4D3B64D12C2124D400E2A1E0 /* MNNConvDwF23SourceTransUnit.S */, + 4D3B64D22C2124D400E2A1E0 /* MNNConvRunForLineDepthwise.S */, + 4D3B64D32C2124D400E2A1E0 /* MNNConvRunForLineDepthWiseInt8.S */, + 4D3B64D42C2124D400E2A1E0 /* MNNConvRunForLineDepthWiseUint8.S */, + 4D3B64D52C2124D400E2A1E0 /* MNNConvRunForUnitDepthWise.S */, + 4D3B64D62C2124D400E2A1E0 /* MNNConvRunForUnitDepthWiseUint8.S */, + 4D3B64D72C2124D400E2A1E0 /* MNNCopyC4WithStride.S */, + 4D3B64D82C2124D400E2A1E0 /* MNNCubicLineC16.S */, + 4D3B64D92C2124D400E2A1E0 /* MNNCubicSampleC16.S */, + 4D3B64DA2C2124D400E2A1E0 /* MNNDeconvRunForUnitDepthWise.S */, + 4D3B64DB2C2124D400E2A1E0 /* MNNExpC8.S */, + 4D3B64DC2C2124D400E2A1E0 /* MNNFloat2Int8.S */, + 4D3B64DD2C2124D400E2A1E0 /* MNNGelu.S */, + 4D3B64DE2C2124D400E2A1E0 /* MNNGemmInt8AddBiasScale_16x4_Unit_FAST.S */, + 4D3B64DF2C2124D400E2A1E0 /* MNNGemmInt8AddBiasScale_16x4_Unit.S */, + 4D3B64E02C2124D400E2A1E0 /* MNNGemmInt8AddBiasScale_ARMV82_Unit.S */, + 4D3B64E12C2124D400E2A1E0 /* MNNGemmInt8AddBiasScale_ARMV86_Unit.S */, + 4D3B64E22C2124D400E2A1E0 /* MNNGemmint8to32_8x4_Unit.S */, + 4D3B64E32C2124D400E2A1E0 /* MNNInt8ScaleToFloat.S */, + 4D3B64E42C2124D400E2A1E0 /* MNNLineDepthWiseInt8AddBiasScale_ARMV82_Unit3X3.S */, + 4D3B64E52C2124D400E2A1E0 /* MNNLineDepthWiseInt8AddBiasScaleUnit.S */, + 4D3B64E62C2124D400E2A1E0 /* MNNLoadU8AndSum.S */, + 4D3B64E72C2124D400E2A1E0 /* MNNMatrixAdd.S */, + 4D3B64E82C2124D400E2A1E0 /* MNNMatrixMax.S */, + 4D3B64E92C2124D400E2A1E0 /* MNNMatrixProd.S */, + 4D3B64EA2C2124D400E2A1E0 /* MNNMatrixSub.S */, + 4D3B64EB2C2124D400E2A1E0 /* MNNMaxFloat.S */, + 4D3B64EC2C2124D400E2A1E0 /* MNNMaxPoolInt8.S */, + 4D3B64ED2C2124D400E2A1E0 /* MNNMinFloat.S */, + 4D3B64EE2C2124D400E2A1E0 /* MNNNV21ToBGRAUnit.S */, + 4D3B64EF2C2124D400E2A1E0 /* MNNNV21ToBGRUnit.S */, + 4D3B64F02C2124D400E2A1E0 /* MNNNV21ToRGBAUnit.S */, + 4D3B64F12C2124D400E2A1E0 /* MNNNV21ToRGBUnit.S */, + 4D3B64F22C2124D400E2A1E0 /* MNNPackC4.S */, + 4D3B64F32C2124D400E2A1E0 /* MNNPackC4ForMatMul_A.S */, + 4D3B64F42C2124D400E2A1E0 /* MNNPackC8.S */, + 4D3B64F52C2124D400E2A1E0 /* MNNPackedMatMul.S */, + 4D3B64F62C2124D400E2A1E0 /* MNNPackedMatMulRemain.S */, + 4D3B64F72C2124D400E2A1E0 /* MNNPackedSparseMatMulEpx1.S */, + 4D3B64F82C2124D400E2A1E0 /* MNNPackedSparseMatMulEpx4.S */, + 4D3B64F92C2124D400E2A1E0 /* MNNPackedSparseQuantMatMulEpx1.S */, + 4D3B64FA2C2124D400E2A1E0 /* MNNPackedSparseQuantMatMulEpx4.S */, + 4D3B64FB2C2124D400E2A1E0 /* MNNPowC8.S */, + 4D3B64FC2C2124D400E2A1E0 /* MNNQuanToDestUint8.S */, + 4D3B64FD2C2124D400E2A1E0 /* MNNReluInt8.S */, + 4D3B64FE2C2124D400E2A1E0 /* MNNReluWithSlopeChannel.S */, + 4D3B64FF2C2124D400E2A1E0 /* MNNReluWithSlopeChannelInt8.S */, + 4D3B65002C2124D400E2A1E0 /* MNNSamplerC1BilinearOpt.S */, + 4D3B65012C2124D400E2A1E0 /* MNNSamplerC1NearestOpt.S */, + 4D3B65022C2124D400E2A1E0 /* MNNSamplerC4BilinearOpt.S */, + 4D3B65032C2124D400E2A1E0 /* MNNSamplerC4NearestOpt.S */, + 4D3B65042C2124D400E2A1E0 /* MNNScaleAddInt8.S */, + 4D3B65052C2124D400E2A1E0 /* MNNScaleAndAddBias.S */, + 4D3B65062C2124D400E2A1E0 /* MNNScaleAndAddBiasInt8.S */, + 4D3B65072C2124D400E2A1E0 /* MNNSoftmax.S */, + 4D3B65082C2124D400E2A1E0 /* MNNStrassenMergeCFunction.S */, + 4D3B65092C2124D400E2A1E0 /* MNNTranspose16Bit8x8.S */, + 4D3B650A2C2124D400E2A1E0 /* MNNTranspose32Bit4x4.S */, + 4D3B650B2C2124D400E2A1E0 /* MNNUInt8ToInt16WithOffsetC4Common.S */, + 4D3B650C2C2124D400E2A1E0 /* MNNUInt8ToInt16WithOffsetC4Fast.S */, + 4D3B650D2C2124D400E2A1E0 /* MNNUnPackC4.S */, + 4D3B650E2C2124D400E2A1E0 /* MNNVectorTop1Float.S */, + 4D3B650F2C2124D400E2A1E0 /* MNNVectorTop1Int32.S */, + 4D3B65102C2124D400E2A1E0 /* MNNWinogradMatrixProductLeft.S */, + 4D3B65112C2124D400E2A1E0 /* MNNWinogradMatrixProductRight.S */, ); - path = MNN; + path = arm64; sourceTree = ""; }; - 4D947FA62C2025B0004E5A87 /* include */ = { + 4D3B65182C2124D400E2A1E0 /* arm */ = { isa = PBXGroup; children = ( - 4D947FA52C2025B0004E5A87 /* MNN */, + 4D3B65122C2124D400E2A1E0 /* arm64 */, + 4D3B65142C2124D400E2A1E0 /* CommonNeonBF16.cpp */, + 4D3B65152C2124D400E2A1E0 /* CommonOptFunctionNeon.cpp */, + 4D3B65162C2124D400E2A1E0 /* FunctionSummary.hpp */, + 4D3B65172C2124D400E2A1E0 /* MNNAsmGlobal.h */, ); - path = include; + path = arm; sourceTree = ""; }; - 4D94870C2C2025B0004E5A87 /* low_memory */ = { + 4D3B655D2C2124D400E2A1E0 /* compute */ = { isa = PBXGroup; children = ( - 4D9487002C2025B0004E5A87 /* MNNAbsMaxFP16.S */, - 4D9487012C2025B0004E5A87 /* MNNDynamicQuantFP16.S */, - 4D9487022C2025B0004E5A87 /* MNNGemmHybridInt4FP16_sdot.S */, - 4D9487032C2025B0004E5A87 /* MNNGemmHybridInt4FP16_smmla.S */, - 4D9487042C2025B0004E5A87 /* MNNGemmHybridInt8FP16_sdot.S */, - 4D9487052C2025B0004E5A87 /* MNNGemmHybridInt8FP16_smmla.S */, - 4D9487062C2025B0004E5A87 /* MNNPackedMatMulFP16_int4.S */, - 4D9487072C2025B0004E5A87 /* MNNPackedMatMulFP16_int8.S */, - 4D9487082C2025B0004E5A87 /* MNNPackedMatMulRemainFP16_int4.S */, - 4D9487092C2025B0004E5A87 /* MNNPackedMatMulRemainFP16_int8.S */, - 4D94870A2C2025B0004E5A87 /* MNNQuantScaleFP16.S */, - 4D94870B2C2025B0004E5A87 /* MNNQuantSumFP16.S */, + 4D3B65272C2124D400E2A1E0 /* CommonOptFunction.cpp */, + 4D3B65282C2124D400E2A1E0 /* CommonOptFunction.h */, + 4D3B65292C2124D400E2A1E0 /* ConvInt8TiledExecutor.cpp */, + 4D3B652A2C2124D400E2A1E0 /* ConvInt8TiledExecutor.hpp */, + 4D3B652B2C2124D400E2A1E0 /* ConvInt8Winograd.cpp */, + 4D3B652C2C2124D400E2A1E0 /* ConvInt8Winograd.hpp */, + 4D3B652D2C2124D400E2A1E0 /* Convolution1x1Strassen.cpp */, + 4D3B652E2C2124D400E2A1E0 /* Convolution1x1Strassen.hpp */, + 4D3B652F2C2124D400E2A1E0 /* ConvolutionDepthwise3x3.cpp */, + 4D3B65302C2124D400E2A1E0 /* ConvolutionDepthwise3x3.hpp */, + 4D3B65312C2124D400E2A1E0 /* ConvolutionFloatFactory.cpp */, + 4D3B65322C2124D400E2A1E0 /* ConvolutionFloatFactory.h */, + 4D3B65332C2124D400E2A1E0 /* ConvolutionGroup.cpp */, + 4D3B65342C2124D400E2A1E0 /* ConvolutionGroup.hpp */, + 4D3B65352C2124D400E2A1E0 /* ConvolutionHybrid.cpp */, + 4D3B65362C2124D400E2A1E0 /* ConvolutionHybrid.hpp */, + 4D3B65372C2124D400E2A1E0 /* ConvolutionIntFactory.cpp */, + 4D3B65382C2124D400E2A1E0 /* ConvolutionIntFactory.hpp */, + 4D3B65392C2124D400E2A1E0 /* ConvolutionPackFreeWinograd.cpp */, + 4D3B653A2C2124D400E2A1E0 /* ConvolutionPackFreeWinograd.hpp */, + 4D3B653B2C2124D400E2A1E0 /* ConvolutionPackWinograd.cpp */, + 4D3B653C2C2124D400E2A1E0 /* ConvolutionPackWinograd.hpp */, + 4D3B653D2C2124D400E2A1E0 /* ConvolutionTiledExecutor.cpp */, + 4D3B653E2C2124D400E2A1E0 /* ConvolutionTiledExecutor.hpp */, + 4D3B653F2C2124D400E2A1E0 /* ConvolutionWinogradBridge.cpp */, + 4D3B65402C2124D400E2A1E0 /* ConvolutionWinogradBridge.hpp */, + 4D3B65412C2124D400E2A1E0 /* ConvolutionWinogradImpl.cpp */, + 4D3B65422C2124D400E2A1E0 /* ConvolutionWinogradImpl.hpp */, + 4D3B65432C2124D400E2A1E0 /* ConvOpt.cpp */, + 4D3B65442C2124D400E2A1E0 /* ConvOpt.h */, + 4D3B65452C2124D400E2A1E0 /* DeconvolutionWithStride.cpp */, + 4D3B65462C2124D400E2A1E0 /* DeconvolutionWithStride.hpp */, + 4D3B65472C2124D400E2A1E0 /* DenseConvolutionTiledExecutor.cpp */, + 4D3B65482C2124D400E2A1E0 /* DenseConvolutionTiledExecutor.hpp */, + 4D3B65492C2124D400E2A1E0 /* GemmInt8Executor.cpp */, + 4D3B654A2C2124D400E2A1E0 /* GemmInt8Executor.hpp */, + 4D3B654B2C2124D400E2A1E0 /* IdstConvolutionInt8.cpp */, + 4D3B654C2C2124D400E2A1E0 /* IdstConvolutionInt8.hpp */, + 4D3B654D2C2124D400E2A1E0 /* ImageProcessFunction.cpp */, + 4D3B654E2C2124D400E2A1E0 /* ImageProcessFunction.hpp */, + 4D3B654F2C2124D400E2A1E0 /* Int8FunctionsOpt.cpp */, + 4D3B65502C2124D400E2A1E0 /* Int8FunctionsOpt.h */, + 4D3B65512C2124D400E2A1E0 /* OptimizedComputer.cpp */, + 4D3B65522C2124D400E2A1E0 /* OptimizedComputer.hpp */, + 4D3B65532C2124D400E2A1E0 /* ResizeFunction.cpp */, + 4D3B65542C2124D400E2A1E0 /* ResizeFunction.h */, + 4D3B65552C2124D400E2A1E0 /* SparseConvInt8TiledExecutor.cpp */, + 4D3B65562C2124D400E2A1E0 /* SparseConvInt8TiledExecutor.hpp */, + 4D3B65572C2124D400E2A1E0 /* SparseConvolutionTiledExecutor.cpp */, + 4D3B65582C2124D400E2A1E0 /* SparseConvolutionTiledExecutor.hpp */, + 4D3B65592C2124D400E2A1E0 /* StrassenMatmulComputor.cpp */, + 4D3B655A2C2124D400E2A1E0 /* StrassenMatmulComputor.hpp */, + 4D3B655B2C2124D400E2A1E0 /* WinogradOptFunction.cpp */, + 4D3B655C2C2124D400E2A1E0 /* WinogradOptFunction.hpp */, ); - path = low_memory; + path = compute; sourceTree = ""; }; - 4D9487192C2025B0004E5A87 /* arm64 */ = { + 4D3B66452C2124D400E2A1E0 /* cpu */ = { isa = PBXGroup; children = ( - 4D94870C2C2025B0004E5A87 /* low_memory */, - 4D94870D2C2025B0004E5A87 /* Arm82MNNPackForMatMul_A.S */, - 4D94870E2C2025B0004E5A87 /* MNNConvDwF23MulTransUnitFP16.S */, - 4D94870F2C2025B0004E5A87 /* MNNConvDwF23SourceTransUnitFP16.S */, - 4D9487102C2025B0004E5A87 /* MNNConvRunForLineDepthwiseFP16.S */, - 4D9487112C2025B0004E5A87 /* MNNConvWinoSourceTransformUnit6x6FP16.S */, - 4D9487122C2025B0004E5A87 /* MNNExpFP16.S */, - 4D9487132C2025B0004E5A87 /* MNNGeluFP16.S */, - 4D9487142C2025B0004E5A87 /* MNNPackC8FP16.S */, - 4D9487152C2025B0004E5A87 /* MNNPackedMatMulFP16.S */, - 4D9487162C2025B0004E5A87 /* MNNPackedMatMulRemainFP16.S */, - 4D9487172C2025B0004E5A87 /* MNNQuantizeFP16_UNIT4.S */, - 4D9487182C2025B0004E5A87 /* MNNUnpackC8FP16.S */, + 4D3B65182C2124D400E2A1E0 /* arm */, + 4D3B655D2C2124D400E2A1E0 /* compute */, + 4D3B65AD2C2124D400E2A1E0 /* BinaryUtils.hpp */, + 4D3B65AF2C2124D400E2A1E0 /* CPUArgMax.cpp */, + 4D3B65B02C2124D400E2A1E0 /* CPUArgMax.hpp */, + 4D3B65B12C2124D400E2A1E0 /* CPUAttention.cpp */, + 4D3B65B22C2124D400E2A1E0 /* CPUAttention.hpp */, + 4D3B65B32C2124D400E2A1E0 /* CPUBackend.cpp */, + 4D3B65B42C2124D400E2A1E0 /* CPUBackend.hpp */, + 4D3B65B52C2124D400E2A1E0 /* CPUBinary.cpp */, + 4D3B65B62C2124D400E2A1E0 /* CPUBinary.hpp */, + 4D3B65B72C2124D400E2A1E0 /* CPUBinaryInt8.cpp */, + 4D3B65B82C2124D400E2A1E0 /* CPUBinaryInt8.hpp */, + 4D3B65B92C2124D400E2A1E0 /* CPUCast.cpp */, + 4D3B65BA2C2124D400E2A1E0 /* CPUCast.hpp */, + 4D3B65BB2C2124D400E2A1E0 /* CPUConvolution.cpp */, + 4D3B65BC2C2124D400E2A1E0 /* CPUConvolution.hpp */, + 4D3B65BD2C2124D400E2A1E0 /* CPUConvolutionDepthwise.cpp */, + 4D3B65BE2C2124D400E2A1E0 /* CPUConvolutionDepthwise.hpp */, + 4D3B65BF2C2124D400E2A1E0 /* CPUCropAndResize.cpp */, + 4D3B65C02C2124D400E2A1E0 /* CPUCropAndResize.hpp */, + 4D3B65C12C2124D400E2A1E0 /* CPUDeconvolution.cpp */, + 4D3B65C22C2124D400E2A1E0 /* CPUDeconvolution.hpp */, + 4D3B65C32C2124D400E2A1E0 /* CPUDeconvolutionDepthwise.cpp */, + 4D3B65C42C2124D400E2A1E0 /* CPUDeconvolutionDepthwise.hpp */, + 4D3B65C52C2124D400E2A1E0 /* CPUDepthwiseConvInt8.cpp */, + 4D3B65C62C2124D400E2A1E0 /* CPUDepthwiseConvInt8.hpp */, + 4D3B65C72C2124D400E2A1E0 /* CPUDequantize.cpp */, + 4D3B65C82C2124D400E2A1E0 /* CPUDequantize.hpp */, + 4D3B65C92C2124D400E2A1E0 /* CPUDet.cpp */, + 4D3B65CA2C2124D400E2A1E0 /* CPUDet.hpp */, + 4D3B65CB2C2124D400E2A1E0 /* CPUDetectionOutput.cpp */, + 4D3B65CC2C2124D400E2A1E0 /* CPUDetectionOutput.hpp */, + 4D3B65CD2C2124D400E2A1E0 /* CPUDetectionPostProcess.cpp */, + 4D3B65CE2C2124D400E2A1E0 /* CPUDetectionPostProcess.hpp */, + 4D3B65CF2C2124D400E2A1E0 /* CPUDynamicQuant.cpp */, + 4D3B65D02C2124D400E2A1E0 /* CPUDynamicQuant.hpp */, + 4D3B65D12C2124D400E2A1E0 /* CPUEltwise.cpp */, + 4D3B65D22C2124D400E2A1E0 /* CPUEltwise.hpp */, + 4D3B65D32C2124D400E2A1E0 /* CPUEltwiseInt8.cpp */, + 4D3B65D42C2124D400E2A1E0 /* CPUEltwiseInt8.hpp */, + 4D3B65D52C2124D400E2A1E0 /* CPUExternalConst.cpp */, + 4D3B65D62C2124D400E2A1E0 /* CPUFixedPoint.hpp */, + 4D3B65D72C2124D400E2A1E0 /* CPUFloatToInt8.cpp */, + 4D3B65D82C2124D400E2A1E0 /* CPUFloatToInt8.hpp */, + 4D3B65D92C2124D400E2A1E0 /* CPUGridSample.cpp */, + 4D3B65DA2C2124D400E2A1E0 /* CPUGridSample.hpp */, + 4D3B65DB2C2124D400E2A1E0 /* CPUHistogram.cpp */, + 4D3B65DC2C2124D400E2A1E0 /* CPUHistogram.hpp */, + 4D3B65DD2C2124D400E2A1E0 /* CPUImageProcess.cpp */, + 4D3B65DE2C2124D400E2A1E0 /* CPUImageProcess.hpp */, + 4D3B65DF2C2124D400E2A1E0 /* CPUInstanceNorm.cpp */, + 4D3B65E02C2124D400E2A1E0 /* CPUInstanceNorm.hpp */, + 4D3B65E12C2124D400E2A1E0 /* CPUInt8ToFloat.cpp */, + 4D3B65E22C2124D400E2A1E0 /* CPUInt8ToFloat.hpp */, + 4D3B65E32C2124D400E2A1E0 /* CPUInterp.cpp */, + 4D3B65E42C2124D400E2A1E0 /* CPUInterp.hpp */, + 4D3B65E52C2124D400E2A1E0 /* CPUInterp3D.cpp */, + 4D3B65E62C2124D400E2A1E0 /* CPUInterp3D.hpp */, + 4D3B65E72C2124D400E2A1E0 /* CPULayerNorm.cpp */, + 4D3B65E82C2124D400E2A1E0 /* CPULayerNorm.hpp */, + 4D3B65E92C2124D400E2A1E0 /* CPULinSpace.cpp */, + 4D3B65EA2C2124D400E2A1E0 /* CPULinSpace.hpp */, + 4D3B65EB2C2124D400E2A1E0 /* CPUMatMul.cpp */, + 4D3B65EC2C2124D400E2A1E0 /* CPUMatMul.hpp */, + 4D3B65ED2C2124D400E2A1E0 /* CPUMatrixBandPart.cpp */, + 4D3B65EE2C2124D400E2A1E0 /* CPUMatrixBandPart.hpp */, + 4D3B65EF2C2124D400E2A1E0 /* CPUMoments.cpp */, + 4D3B65F02C2124D400E2A1E0 /* CPUMoments.hpp */, + 4D3B65F12C2124D400E2A1E0 /* CPUNonMaxSuppressionV2.cpp */, + 4D3B65F22C2124D400E2A1E0 /* CPUNonMaxSuppressionV2.hpp */, + 4D3B65F32C2124D400E2A1E0 /* CPUOneHot.cpp */, + 4D3B65F42C2124D400E2A1E0 /* CPUOneHot.hpp */, + 4D3B65F52C2124D400E2A1E0 /* CPUOPRegister.cpp */, + 4D3B65F62C2124D400E2A1E0 /* CPUPlugin.cpp */, + 4D3B65F72C2124D400E2A1E0 /* CPUPool.cpp */, + 4D3B65F82C2124D400E2A1E0 /* CPUPool.hpp */, + 4D3B65F92C2124D400E2A1E0 /* CPUPoolInt8.cpp */, + 4D3B65FA2C2124D400E2A1E0 /* CPUPoolInt8.hpp */, + 4D3B65FB2C2124D400E2A1E0 /* CPUProposal.cpp */, + 4D3B65FC2C2124D400E2A1E0 /* CPUProposal.hpp */, + 4D3B65FD2C2124D400E2A1E0 /* CPUQuanConvolutionDepthwise.cpp */, + 4D3B65FE2C2124D400E2A1E0 /* CPUQuanConvolutionDepthwise.hpp */, + 4D3B65FF2C2124D400E2A1E0 /* CPUQuantizationUtils.hpp */, + 4D3B66002C2124D400E2A1E0 /* CPUQuantizedAdd.cpp */, + 4D3B66012C2124D400E2A1E0 /* CPUQuantizedAdd.hpp */, + 4D3B66022C2124D400E2A1E0 /* CPUQuantizedAvgPool.cpp */, + 4D3B66032C2124D400E2A1E0 /* CPUQuantizedAvgPool.hpp */, + 4D3B66042C2124D400E2A1E0 /* CPUQuantizedLogistic.cpp */, + 4D3B66052C2124D400E2A1E0 /* CPUQuantizedLogistic.hpp */, + 4D3B66062C2124D400E2A1E0 /* CPUQuantizedMaxPool.cpp */, + 4D3B66072C2124D400E2A1E0 /* CPUQuantizedMaxPool.hpp */, + 4D3B66082C2124D400E2A1E0 /* CPUQuantizedSoftmax.cpp */, + 4D3B66092C2124D400E2A1E0 /* CPUQuantizedSoftmax.hpp */, + 4D3B660A2C2124D400E2A1E0 /* CPURandomUniform.cpp */, + 4D3B660B2C2124D400E2A1E0 /* CPURandomUniform.hpp */, + 4D3B660C2C2124D400E2A1E0 /* CPURange.cpp */, + 4D3B660D2C2124D400E2A1E0 /* CPURange.hpp */, + 4D3B660E2C2124D400E2A1E0 /* CPURaster.cpp */, + 4D3B660F2C2124D400E2A1E0 /* CPURaster.hpp */, + 4D3B66102C2124D400E2A1E0 /* CPUReduction.cpp */, + 4D3B66112C2124D400E2A1E0 /* CPUReduction.hpp */, + 4D3B66122C2124D400E2A1E0 /* CPURelu.cpp */, + 4D3B66132C2124D400E2A1E0 /* CPURelu.hpp */, + 4D3B66142C2124D400E2A1E0 /* CPUResize.cpp */, + 4D3B66152C2124D400E2A1E0 /* CPUResize.hpp */, + 4D3B66162C2124D400E2A1E0 /* CPUResizeCache.cpp */, + 4D3B66172C2124D400E2A1E0 /* CPUResizeCache.hpp */, + 4D3B66182C2124D400E2A1E0 /* CPURNNSequenceGRU.cpp */, + 4D3B66192C2124D400E2A1E0 /* CPURNNSequenceGRU.hpp */, + 4D3B661A2C2124D400E2A1E0 /* CPUROIAlign.cpp */, + 4D3B661B2C2124D400E2A1E0 /* CPUROIAlign.hpp */, + 4D3B661C2C2124D400E2A1E0 /* CPUROIPooling.cpp */, + 4D3B661D2C2124D400E2A1E0 /* CPUROIPooling.hpp */, + 4D3B661E2C2124D400E2A1E0 /* CPURuntime.cpp */, + 4D3B661F2C2124D400E2A1E0 /* CPURuntime.hpp */, + 4D3B66202C2124D400E2A1E0 /* CPUScale.cpp */, + 4D3B66212C2124D400E2A1E0 /* CPUScale.hpp */, + 4D3B66222C2124D400E2A1E0 /* CPUScaleInt8.cpp */, + 4D3B66232C2124D400E2A1E0 /* CPUScaleInt8.hpp */, + 4D3B66242C2124D400E2A1E0 /* CPUSegmentMean.cpp */, + 4D3B66252C2124D400E2A1E0 /* CPUSelect.cpp */, + 4D3B66262C2124D400E2A1E0 /* CPUSelect.hpp */, + 4D3B66272C2124D400E2A1E0 /* CPUSetDiff1D.cpp */, + 4D3B66282C2124D400E2A1E0 /* CPUSetDiff1D.hpp */, + 4D3B66292C2124D400E2A1E0 /* CPUSoftmax.cpp */, + 4D3B662A2C2124D400E2A1E0 /* CPUSoftmax.hpp */, + 4D3B662B2C2124D400E2A1E0 /* CPUSoftMaxInt8.cpp */, + 4D3B662C2C2124D400E2A1E0 /* CPUSoftMaxInt8.hpp */, + 4D3B662D2C2124D400E2A1E0 /* CPUSvd.cpp */, + 4D3B662E2C2124D400E2A1E0 /* CPUSvd.hpp */, + 4D3B662F2C2124D400E2A1E0 /* CPUTensorConvert.cpp */, + 4D3B66302C2124D400E2A1E0 /* CPUTensorConvert.hpp */, + 4D3B66312C2124D400E2A1E0 /* CPUTFQuantizedConv2D.cpp */, + 4D3B66322C2124D400E2A1E0 /* CPUTFQuantizedConv2D.hpp */, + 4D3B66332C2124D400E2A1E0 /* CPUTopKV2.cpp */, + 4D3B66342C2124D400E2A1E0 /* CPUTopKV2.hpp */, + 4D3B66352C2124D400E2A1E0 /* CPUUnary.cpp */, + 4D3B66362C2124D400E2A1E0 /* CPUUnary.hpp */, + 4D3B66372C2124D400E2A1E0 /* CPUUnique.cpp */, + 4D3B66382C2124D400E2A1E0 /* CPUUnique.hpp */, + 4D3B66392C2124D400E2A1E0 /* CPUUnravelIndex.cpp */, + 4D3B663A2C2124D400E2A1E0 /* CPUUnravelIndex.hpp */, + 4D3B663B2C2124D400E2A1E0 /* CPUWhere.cpp */, + 4D3B663C2C2124D400E2A1E0 /* CPUWhere.hpp */, + 4D3B663D2C2124D400E2A1E0 /* GridSampler.hpp */, + 4D3B663E2C2124D400E2A1E0 /* OneDNNConvInt8.cpp */, + 4D3B663F2C2124D400E2A1E0 /* OneDNNConvInt8.hpp */, + 4D3B66402C2124D400E2A1E0 /* OneDNNConvolution.cpp */, + 4D3B66412C2124D400E2A1E0 /* OneDNNConvolution.hpp */, + 4D3B66422C2124D400E2A1E0 /* ThreadPool.cpp */, + 4D3B66432C2124D400E2A1E0 /* ThreadPool.hpp */, + 4D3B66442C2124D400E2A1E0 /* UnaryUtils.hpp */, ); - path = arm64; + path = cpu; sourceTree = ""; }; - 4D94871B2C2025B0004E5A87 /* asm */ = { + 4D3B6ADB2C2124D400E2A1E0 /* backend */ = { isa = PBXGroup; children = ( - 4D9487192C2025B0004E5A87 /* arm64 */, - 4D94871A2C2025B0004E5A87 /* MNNAsmGlobal.h */, + 4D3B64132C2124D400E2A1E0 /* arm82 */, + 4D3B66452C2124D400E2A1E0 /* cpu */, ); - path = asm; + path = backend; sourceTree = ""; }; - 4D9487302C2025B0004E5A87 /* arm82 */ = { + 4D3B6B032C2124D400E2A1E0 /* core */ = { isa = PBXGroup; children = ( - 4D94871B2C2025B0004E5A87 /* asm */, - 4D94871C2C2025B0004E5A87 /* Arm82Backend.cpp */, - 4D94871D2C2025B0004E5A87 /* Arm82Backend.hpp */, - 4D94871E2C2025B0004E5A87 /* Arm82Binary.cpp */, - 4D94871F2C2025B0004E5A87 /* Arm82Binary.hpp */, - 4D9487202C2025B0004E5A87 /* Arm82Functions.cpp */, - 4D9487212C2025B0004E5A87 /* Arm82Functions.hpp */, - 4D9487222C2025B0004E5A87 /* Arm82Interp.cpp */, - 4D9487232C2025B0004E5A87 /* Arm82Interp.hpp */, - 4D9487242C2025B0004E5A87 /* Arm82OpRegister.cpp */, - 4D9487252C2025B0004E5A87 /* Arm82OptFunc.cpp */, - 4D9487262C2025B0004E5A87 /* Arm82OptFunc.hpp */, - 4D9487282C2025B0004E5A87 /* Arm82Relu.cpp */, - 4D9487292C2025B0004E5A87 /* Arm82Relu.hpp */, - 4D94872A2C2025B0004E5A87 /* Arm82Unary.cpp */, - 4D94872B2C2025B0004E5A87 /* Arm82Unary.hpp */, - 4D94872C2C2025B0004E5A87 /* Arm82Vec.hpp */, - 4D94872D2C2025B0004E5A87 /* Arm82WinogradOptFunc.cpp */, - 4D94872E2C2025B0004E5A87 /* Arm82WinogradOptFunc.hpp */, + 4D3B6ADC2C2124D400E2A1E0 /* AutoStorage.h */, + 4D3B6ADD2C2124D400E2A1E0 /* AutoTime.cpp */, + 4D3B6ADE2C2124D400E2A1E0 /* Backend.cpp */, + 4D3B6ADF2C2124D400E2A1E0 /* Backend.hpp */, + 4D3B6AE02C2124D400E2A1E0 /* BufferAllocator.cpp */, + 4D3B6AE12C2124D400E2A1E0 /* BufferAllocator.hpp */, + 4D3B6AE22C2124D400E2A1E0 /* Command.hpp */, + 4D3B6AE32C2124D400E2A1E0 /* CommonCompute.hpp */, + 4D3B6AE42C2124D400E2A1E0 /* Concurrency.h */, + 4D3B6AE52C2124D400E2A1E0 /* ConvolutionCommon.cpp */, + 4D3B6AE62C2124D400E2A1E0 /* ConvolutionCommon.hpp */, + 4D3B6AE72C2124D400E2A1E0 /* Execution.cpp */, + 4D3B6AE82C2124D400E2A1E0 /* Execution.hpp */, + 4D3B6AE92C2124D400E2A1E0 /* FileLoader.cpp */, + 4D3B6AEA2C2124D400E2A1E0 /* FileLoader.hpp */, + 4D3B6AEB2C2124D400E2A1E0 /* IDSTDecoder.hpp */, + 4D3B6AEC2C2124D400E2A1E0 /* IDSTEncoder.hpp */, + 4D3B6AED2C2124D400E2A1E0 /* Interpreter.cpp */, + 4D3B6AEE2C2124D400E2A1E0 /* Macro.h */, + 4D3B6AEF2C2124D400E2A1E0 /* MemoryFormater.h */, + 4D3B6AF02C2124D400E2A1E0 /* MNNMemoryUtils.cpp */, + 4D3B6AF12C2124D400E2A1E0 /* MNNMemoryUtils.h */, + 4D3B6AF22C2124D400E2A1E0 /* NonCopyable.hpp */, + 4D3B6AF32C2124D400E2A1E0 /* OpCommonUtils.cpp */, + 4D3B6AF42C2124D400E2A1E0 /* OpCommonUtils.hpp */, + 4D3B6AF52C2124D400E2A1E0 /* Pipeline.cpp */, + 4D3B6AF62C2124D400E2A1E0 /* Pipeline.hpp */, + 4D3B6AF72C2124D400E2A1E0 /* RuntimeFactory.cpp */, + 4D3B6AF82C2124D400E2A1E0 /* RuntimeFactory.hpp */, + 4D3B6AF92C2124D400E2A1E0 /* Schedule.cpp */, + 4D3B6AFA2C2124D400E2A1E0 /* Schedule.hpp */, + 4D3B6AFB2C2124D400E2A1E0 /* Session.cpp */, + 4D3B6AFC2C2124D400E2A1E0 /* Session.hpp */, + 4D3B6AFD2C2124D400E2A1E0 /* Tensor.cpp */, + 4D3B6AFE2C2124D400E2A1E0 /* TensorUtils.cpp */, + 4D3B6AFF2C2124D400E2A1E0 /* TensorUtils.hpp */, + 4D3B6B002C2124D400E2A1E0 /* WinogradInt8Attr.hpp */, + 4D3B6B012C2124D400E2A1E0 /* WrapExecution.cpp */, + 4D3B6B022C2124D400E2A1E0 /* WrapExecution.hpp */, ); - path = arm82; + path = core; sourceTree = ""; }; - 4D9487DF2C2025B0004E5A87 /* low_memory */ = { + 4D3B6B3C2C2124D400E2A1E0 /* geometry */ = { isa = PBXGroup; children = ( - 4D9487D12C2025B0004E5A87 /* MNNAbsMaxFP32.S */, - 4D9487D22C2025B0004E5A87 /* MNNDynamicQuantFP32.S */, - 4D9487D32C2025B0004E5A87 /* MNNGemmHybridInt4FP32_sdot.S */, - 4D9487D42C2025B0004E5A87 /* MNNGemmHybridInt4FP32_smmla.S */, - 4D9487D52C2025B0004E5A87 /* MNNGemmHybridInt4FP32.S */, - 4D9487D62C2025B0004E5A87 /* MNNGemmHybridInt8FP32_sdot.S */, - 4D9487D72C2025B0004E5A87 /* MNNGemmHybridInt8FP32_smmla.S */, - 4D9487D82C2025B0004E5A87 /* MNNGemmHybridInt8FP32.S */, - 4D9487D92C2025B0004E5A87 /* MNNPackedMatMul_int4.S */, - 4D9487DA2C2025B0004E5A87 /* MNNPackedMatMul_int8.S */, - 4D9487DB2C2025B0004E5A87 /* MNNPackedMatMulRemain_int4.S */, - 4D9487DC2C2025B0004E5A87 /* MNNPackedMatMulRemain_int8.S */, - 4D9487DD2C2025B0004E5A87 /* MNNQuantScaleFP32.S */, - 4D9487DE2C2025B0004E5A87 /* MNNQuantSumFP32.S */, + 4D3B6B0B2C2124D400E2A1E0 /* ConvertUtils.cpp */, + 4D3B6B0C2C2124D400E2A1E0 /* ConvertUtils.hpp */, + 4D3B6B0D2C2124D400E2A1E0 /* GeometryBatchMatMul.cpp */, + 4D3B6B0E2C2124D400E2A1E0 /* GeometryBinary.cpp */, + 4D3B6B0F2C2124D400E2A1E0 /* GeometryBroadcastTo.cpp */, + 4D3B6B102C2124D400E2A1E0 /* GeometryComputer.cpp */, + 4D3B6B112C2124D400E2A1E0 /* GeometryComputer.hpp */, + 4D3B6B122C2124D400E2A1E0 /* GeometryComputerUtils.cpp */, + 4D3B6B132C2124D400E2A1E0 /* GeometryComputerUtils.hpp */, + 4D3B6B142C2124D400E2A1E0 /* GeometryConcat.cpp */, + 4D3B6B152C2124D400E2A1E0 /* GeometryConv2D.cpp */, + 4D3B6B162C2124D400E2A1E0 /* GeometryConv2DBackPropFilter.cpp */, + 4D3B6B172C2124D400E2A1E0 /* GeometryConv3D.cpp */, + 4D3B6B182C2124D400E2A1E0 /* GeometryConvert.cpp */, + 4D3B6B192C2124D400E2A1E0 /* GeometryConvUtils.cpp */, + 4D3B6B1A2C2124D400E2A1E0 /* GeometryConvUtils.hpp */, + 4D3B6B1B2C2124D400E2A1E0 /* GeometryCosineSimilarity.cpp */, + 4D3B6B1C2C2124D400E2A1E0 /* GeometryCrop.cpp */, + 4D3B6B1D2C2124D400E2A1E0 /* GeometryCumSum.cpp */, + 4D3B6B1E2C2124D400E2A1E0 /* GeometryDepthToSpace.cpp */, + 4D3B6B1F2C2124D400E2A1E0 /* GeometryDet.cpp */, + 4D3B6B202C2124D400E2A1E0 /* GeometryDilation2D.cpp */, + 4D3B6B212C2124D400E2A1E0 /* GeometryELU.cpp */, + 4D3B6B222C2124D400E2A1E0 /* GeometryFill.cpp */, + 4D3B6B232C2124D400E2A1E0 /* GeometryGather.cpp */, + 4D3B6B242C2124D400E2A1E0 /* GeometryImageOp.cpp */, + 4D3B6B252C2124D400E2A1E0 /* GeometryInnerProduct.cpp */, + 4D3B6B262C2124D400E2A1E0 /* GeometryLayernorm.cpp */, + 4D3B6B272C2124D400E2A1E0 /* GeometryLRN.cpp */, + 4D3B6B282C2124D400E2A1E0 /* GeometryLSTM.cpp */, + 4D3B6B292C2124D400E2A1E0 /* GeometryOPRegister.cpp */, + 4D3B6B2A2C2124D400E2A1E0 /* GeometryPermute.cpp */, + 4D3B6B2B2C2124D400E2A1E0 /* GeometryPoolGrad.cpp */, + 4D3B6B2C2C2124D400E2A1E0 /* GeometryPooling3D.cpp */, + 4D3B6B2D2C2124D400E2A1E0 /* GeometryReduce.cpp */, + 4D3B6B2E2C2124D400E2A1E0 /* GeometryReshape.cpp */, + 4D3B6B2F2C2124D400E2A1E0 /* GeometryReverseSequence.cpp */, + 4D3B6B302C2124D400E2A1E0 /* GeometryScatter.cpp */, + 4D3B6B312C2124D400E2A1E0 /* GeometrySelect.cpp */, + 4D3B6B322C2124D400E2A1E0 /* GeometryShape.cpp */, + 4D3B6B332C2124D400E2A1E0 /* GeometrySlice.cpp */, + 4D3B6B342C2124D400E2A1E0 /* GeometrySpaceToBatchND.cpp */, + 4D3B6B352C2124D400E2A1E0 /* GeometrySpatialProduct.cpp */, + 4D3B6B362C2124D400E2A1E0 /* GeometryStridedSlice.cpp */, + 4D3B6B372C2124D400E2A1E0 /* GeometryTensorArray.cpp */, + 4D3B6B382C2124D400E2A1E0 /* GeometryThreshold.cpp */, + 4D3B6B392C2124D400E2A1E0 /* GeometryTile.cpp */, + 4D3B6B3A2C2124D400E2A1E0 /* GeometryTopK.cpp */, + 4D3B6B3B2C2124D400E2A1E0 /* GeometryUnary.cpp */, ); - path = low_memory; + path = geometry; sourceTree = ""; }; - 4D94882F2C2025B0004E5A87 /* arm64 */ = { + 4D3B6B462C2124D400E2A1E0 /* math */ = { isa = PBXGroup; children = ( - 4D9487DF2C2025B0004E5A87 /* low_memory */, - 4D9487E02C2025B0004E5A87 /* MNNAddC4WithStride.S */, - 4D9487E12C2025B0004E5A87 /* MNNAvgPoolInt8.S */, - 4D9487E22C2025B0004E5A87 /* MNNAxByClampBroadcastC4.S */, - 4D9487E32C2025B0004E5A87 /* MNNBilinearLineC8.S */, - 4D9487E42C2025B0004E5A87 /* MNNBilinearSampleC8.S */, - 4D9487E52C2025B0004E5A87 /* MNNBinaryAddInt8.S */, - 4D9487E62C2025B0004E5A87 /* MNNBinaryMaxInt8.S */, - 4D9487E72C2025B0004E5A87 /* MNNBinaryMinInt8.S */, - 4D9487E82C2025B0004E5A87 /* MNNBinaryMulInt8.S */, - 4D9487E92C2025B0004E5A87 /* MNNBinarySqdInt8.S */, - 4D9487EA2C2025B0004E5A87 /* MNNBinarySubInt8.S */, - 4D9487EB2C2025B0004E5A87 /* MNNBlitC1ToFloatRGBA.S */, - 4D9487EC2C2025B0004E5A87 /* MNNBlitC3ToFloatRGBA.S */, - 4D9487ED2C2025B0004E5A87 /* MNNConvDwF23MulTransUnit.S */, - 4D9487EE2C2025B0004E5A87 /* MNNConvDwF23SourceTransUnit.S */, - 4D9487EF2C2025B0004E5A87 /* MNNConvRunForLineDepthwise.S */, - 4D9487F02C2025B0004E5A87 /* MNNConvRunForLineDepthWiseInt8.S */, - 4D9487F12C2025B0004E5A87 /* MNNConvRunForLineDepthWiseUint8.S */, - 4D9487F22C2025B0004E5A87 /* MNNConvRunForUnitDepthWise.S */, - 4D9487F32C2025B0004E5A87 /* MNNConvRunForUnitDepthWiseUint8.S */, - 4D9487F42C2025B0004E5A87 /* MNNCopyC4WithStride.S */, - 4D9487F52C2025B0004E5A87 /* MNNCubicLineC16.S */, - 4D9487F62C2025B0004E5A87 /* MNNCubicSampleC16.S */, - 4D9487F72C2025B0004E5A87 /* MNNDeconvRunForUnitDepthWise.S */, - 4D9487F82C2025B0004E5A87 /* MNNExpC8.S */, - 4D9487F92C2025B0004E5A87 /* MNNFloat2Int8.S */, - 4D9487FA2C2025B0004E5A87 /* MNNGelu.S */, - 4D9487FB2C2025B0004E5A87 /* MNNGemmInt8AddBiasScale_16x4_Unit_FAST.S */, - 4D9487FC2C2025B0004E5A87 /* MNNGemmInt8AddBiasScale_16x4_Unit.S */, - 4D9487FD2C2025B0004E5A87 /* MNNGemmInt8AddBiasScale_ARMV82_Unit.S */, - 4D9487FE2C2025B0004E5A87 /* MNNGemmInt8AddBiasScale_ARMV86_Unit.S */, - 4D9487FF2C2025B0004E5A87 /* MNNGemmint8to32_8x4_Unit.S */, - 4D9488002C2025B0004E5A87 /* MNNInt8ScaleToFloat.S */, - 4D9488012C2025B0004E5A87 /* MNNLineDepthWiseInt8AddBiasScale_ARMV82_Unit3X3.S */, - 4D9488022C2025B0004E5A87 /* MNNLineDepthWiseInt8AddBiasScaleUnit.S */, - 4D9488032C2025B0004E5A87 /* MNNLoadU8AndSum.S */, - 4D9488042C2025B0004E5A87 /* MNNMatrixAdd.S */, - 4D9488052C2025B0004E5A87 /* MNNMatrixMax.S */, - 4D9488062C2025B0004E5A87 /* MNNMatrixProd.S */, - 4D9488072C2025B0004E5A87 /* MNNMatrixSub.S */, - 4D9488082C2025B0004E5A87 /* MNNMaxFloat.S */, - 4D9488092C2025B0004E5A87 /* MNNMaxPoolInt8.S */, - 4D94880A2C2025B0004E5A87 /* MNNMinFloat.S */, - 4D94880B2C2025B0004E5A87 /* MNNNV21ToBGRAUnit.S */, - 4D94880C2C2025B0004E5A87 /* MNNNV21ToBGRUnit.S */, - 4D94880D2C2025B0004E5A87 /* MNNNV21ToRGBAUnit.S */, - 4D94880E2C2025B0004E5A87 /* MNNNV21ToRGBUnit.S */, - 4D94880F2C2025B0004E5A87 /* MNNPackC4.S */, - 4D9488102C2025B0004E5A87 /* MNNPackC4ForMatMul_A.S */, - 4D9488112C2025B0004E5A87 /* MNNPackC8.S */, - 4D9488122C2025B0004E5A87 /* MNNPackedMatMul.S */, - 4D9488132C2025B0004E5A87 /* MNNPackedMatMulRemain.S */, - 4D9488142C2025B0004E5A87 /* MNNPackedSparseMatMulEpx1.S */, - 4D9488152C2025B0004E5A87 /* MNNPackedSparseMatMulEpx4.S */, - 4D9488162C2025B0004E5A87 /* MNNPackedSparseQuantMatMulEpx1.S */, - 4D9488172C2025B0004E5A87 /* MNNPackedSparseQuantMatMulEpx4.S */, - 4D9488182C2025B0004E5A87 /* MNNPowC8.S */, - 4D9488192C2025B0004E5A87 /* MNNQuanToDestUint8.S */, - 4D94881A2C2025B0004E5A87 /* MNNReluInt8.S */, - 4D94881B2C2025B0004E5A87 /* MNNReluWithSlopeChannel.S */, - 4D94881C2C2025B0004E5A87 /* MNNReluWithSlopeChannelInt8.S */, - 4D94881D2C2025B0004E5A87 /* MNNSamplerC1BilinearOpt.S */, - 4D94881E2C2025B0004E5A87 /* MNNSamplerC1NearestOpt.S */, - 4D94881F2C2025B0004E5A87 /* MNNSamplerC4BilinearOpt.S */, - 4D9488202C2025B0004E5A87 /* MNNSamplerC4NearestOpt.S */, - 4D9488212C2025B0004E5A87 /* MNNScaleAddInt8.S */, - 4D9488222C2025B0004E5A87 /* MNNScaleAndAddBias.S */, - 4D9488232C2025B0004E5A87 /* MNNScaleAndAddBiasInt8.S */, - 4D9488242C2025B0004E5A87 /* MNNSoftmax.S */, - 4D9488252C2025B0004E5A87 /* MNNStrassenMergeCFunction.S */, - 4D9488262C2025B0004E5A87 /* MNNTranspose16Bit8x8.S */, - 4D9488272C2025B0004E5A87 /* MNNTranspose32Bit4x4.S */, - 4D9488282C2025B0004E5A87 /* MNNUInt8ToInt16WithOffsetC4Common.S */, - 4D9488292C2025B0004E5A87 /* MNNUInt8ToInt16WithOffsetC4Fast.S */, - 4D94882A2C2025B0004E5A87 /* MNNUnPackC4.S */, - 4D94882B2C2025B0004E5A87 /* MNNVectorTop1Float.S */, - 4D94882C2C2025B0004E5A87 /* MNNVectorTop1Int32.S */, - 4D94882D2C2025B0004E5A87 /* MNNWinogradMatrixProductLeft.S */, - 4D94882E2C2025B0004E5A87 /* MNNWinogradMatrixProductRight.S */, + 4D3B6B412C2124D400E2A1E0 /* Matrix.cpp */, + 4D3B6B422C2124D400E2A1E0 /* Matrix.hpp */, + 4D3B6B432C2124D400E2A1E0 /* Vec.hpp */, + 4D3B6B442C2124D400E2A1E0 /* WingoradGenerater.cpp */, + 4D3B6B452C2124D400E2A1E0 /* WingoradGenerater.hpp */, ); - path = arm64; + path = math; sourceTree = ""; }; - 4D9488352C2025B0004E5A87 /* arm */ = { + 4D3B6B992C2124D400E2A1E0 /* shape */ = { isa = PBXGroup; children = ( - 4D94882F2C2025B0004E5A87 /* arm64 */, - 4D9488312C2025B0004E5A87 /* CommonNeonBF16.cpp */, - 4D9488322C2025B0004E5A87 /* CommonOptFunctionNeon.cpp */, - 4D9488332C2025B0004E5A87 /* FunctionSummary.hpp */, - 4D9488342C2025B0004E5A87 /* MNNAsmGlobal.h */, + 4D3B6B4B2C2124D400E2A1E0 /* ShapeArgMax.cpp */, + 4D3B6B4C2C2124D400E2A1E0 /* ShapeAttention.cpp */, + 4D3B6B4D2C2124D400E2A1E0 /* ShapeBatchToSpaceND.cpp */, + 4D3B6B4E2C2124D400E2A1E0 /* ShapeBinaryOp.cpp */, + 4D3B6B4F2C2124D400E2A1E0 /* ShapeBroadcastTo.cpp */, + 4D3B6B502C2124D400E2A1E0 /* ShapeCast.cpp */, + 4D3B6B512C2124D400E2A1E0 /* ShapeConcat.cpp */, + 4D3B6B522C2124D400E2A1E0 /* ShapeConvolution.cpp */, + 4D3B6B532C2124D400E2A1E0 /* ShapeConvolution3D.cpp */, + 4D3B6B542C2124D400E2A1E0 /* ShapeConvTranspose3D.cpp */, + 4D3B6B552C2124D400E2A1E0 /* ShapeCosineSimilarity.cpp */, + 4D3B6B562C2124D400E2A1E0 /* ShapeCrop.cpp */, + 4D3B6B572C2124D400E2A1E0 /* ShapeCropAndResize.cpp */, + 4D3B6B582C2124D400E2A1E0 /* ShapeDeconvolution.cpp */, + 4D3B6B592C2124D400E2A1E0 /* ShapeDepthToSpace.cpp */, + 4D3B6B5A2C2124D400E2A1E0 /* ShapeDequantize.cpp */, + 4D3B6B5B2C2124D400E2A1E0 /* ShapeDet.cpp */, + 4D3B6B5C2C2124D400E2A1E0 /* ShapeDetectionOutput.cpp */, + 4D3B6B5D2C2124D400E2A1E0 /* ShapeDetectionPostProcess.cpp */, + 4D3B6B5E2C2124D400E2A1E0 /* ShapeDynamicQuant.cpp */, + 4D3B6B5F2C2124D400E2A1E0 /* ShapeExpandDims.cpp */, + 4D3B6B602C2124D400E2A1E0 /* ShapeFill.cpp */, + 4D3B6B612C2124D400E2A1E0 /* ShapeGatherND.cpp */, + 4D3B6B622C2124D400E2A1E0 /* ShapeGatherV2.cpp */, + 4D3B6B632C2124D400E2A1E0 /* ShapeGridSample.cpp */, + 4D3B6B642C2124D400E2A1E0 /* ShapeHistogram.cpp */, + 4D3B6B652C2124D400E2A1E0 /* ShapeInnerProduct.cpp */, + 4D3B6B662C2124D400E2A1E0 /* ShapeInterp.cpp */, + 4D3B6B672C2124D400E2A1E0 /* ShapeLinSpace.cpp */, + 4D3B6B682C2124D400E2A1E0 /* ShapeLSTM.cpp */, + 4D3B6B692C2124D400E2A1E0 /* ShapeMatMul.cpp */, + 4D3B6B6A2C2124D400E2A1E0 /* ShapeMoments.cpp */, + 4D3B6B6B2C2124D400E2A1E0 /* ShapeNonMaxSuppressionV2.cpp */, + 4D3B6B6C2C2124D400E2A1E0 /* ShapeOneHot.cpp */, + 4D3B6B6D2C2124D400E2A1E0 /* ShapePack.cpp */, + 4D3B6B6E2C2124D400E2A1E0 /* ShapePadding.cpp */, + 4D3B6B6F2C2124D400E2A1E0 /* ShapePermute.cpp */, + 4D3B6B702C2124D400E2A1E0 /* ShapePlugin.cpp */, + 4D3B6B712C2124D400E2A1E0 /* ShapePool.cpp */, + 4D3B6B722C2124D400E2A1E0 /* ShapePool3D.cpp */, + 4D3B6B732C2124D400E2A1E0 /* ShapePriorbox.cpp */, + 4D3B6B742C2124D400E2A1E0 /* ShapeProposal.cpp */, + 4D3B6B752C2124D400E2A1E0 /* ShapeQuantizedAvgPool.cpp */, + 4D3B6B762C2124D400E2A1E0 /* ShapeQuantizedMaxPool.cpp */, + 4D3B6B772C2124D400E2A1E0 /* ShapeRandomUniform.cpp */, + 4D3B6B782C2124D400E2A1E0 /* ShapeRange.cpp */, + 4D3B6B792C2124D400E2A1E0 /* ShapeReduction.cpp */, + 4D3B6B7A2C2124D400E2A1E0 /* ShapeRegister.cpp */, + 4D3B6B7B2C2124D400E2A1E0 /* ShapeReshape.cpp */, + 4D3B6B7C2C2124D400E2A1E0 /* ShapeResize.cpp */, + 4D3B6B7D2C2124D400E2A1E0 /* ShapeRNNSequenceGRU.cpp */, + 4D3B6B7E2C2124D400E2A1E0 /* ShapeROIAlign.cpp */, + 4D3B6B7F2C2124D400E2A1E0 /* ShapeROIPooling.cpp */, + 4D3B6B802C2124D400E2A1E0 /* ShapeScatterNd.cpp */, + 4D3B6B812C2124D400E2A1E0 /* ShapeSegmentMean.cpp */, + 4D3B6B822C2124D400E2A1E0 /* ShapeSelect.cpp */, + 4D3B6B832C2124D400E2A1E0 /* ShapeSetDiff1D.cpp */, + 4D3B6B842C2124D400E2A1E0 /* ShapeShape.cpp */, + 4D3B6B852C2124D400E2A1E0 /* ShapeSize.cpp */, + 4D3B6B862C2124D400E2A1E0 /* ShapeSlice.cpp */, + 4D3B6B872C2124D400E2A1E0 /* ShapeSliceTf.cpp */, + 4D3B6B882C2124D400E2A1E0 /* ShapeSpaceToBatchND.cpp */, + 4D3B6B892C2124D400E2A1E0 /* ShapeSpaceToDepth.cpp */, + 4D3B6B8A2C2124D400E2A1E0 /* ShapeSplitGelu.cpp */, + 4D3B6B8B2C2124D400E2A1E0 /* ShapeSqueeze.cpp */, + 4D3B6B8C2C2124D400E2A1E0 /* ShapeStridedSlice.cpp */, + 4D3B6B8D2C2124D400E2A1E0 /* ShapeSvd.cpp */, + 4D3B6B8E2C2124D400E2A1E0 /* ShapeTensorArray.cpp */, + 4D3B6B8F2C2124D400E2A1E0 /* ShapeTensorConvert.cpp */, + 4D3B6B902C2124D400E2A1E0 /* ShapeTile.cpp */, + 4D3B6B912C2124D400E2A1E0 /* ShapeTopKV2.cpp */, + 4D3B6B922C2124D400E2A1E0 /* ShapeTranspose.cpp */, + 4D3B6B932C2124D400E2A1E0 /* ShapeUnique.cpp */, + 4D3B6B942C2124D400E2A1E0 /* ShapeUnpack.cpp */, + 4D3B6B952C2124D400E2A1E0 /* ShapeUnravelIndex.cpp */, + 4D3B6B962C2124D400E2A1E0 /* ShapeWhere.cpp */, + 4D3B6B972C2124D400E2A1E0 /* SizeComputer.cpp */, + 4D3B6B982C2124D400E2A1E0 /* SizeComputer.hpp */, ); - path = arm; + path = shape; sourceTree = ""; }; - 4D94887A2C2025B0004E5A87 /* compute */ = { + 4D3B6B9E2C2124D400E2A1E0 /* utils */ = { isa = PBXGroup; children = ( - 4D9488442C2025B0004E5A87 /* CommonOptFunction.cpp */, - 4D9488452C2025B0004E5A87 /* CommonOptFunction.h */, - 4D9488462C2025B0004E5A87 /* ConvInt8TiledExecutor.cpp */, - 4D9488472C2025B0004E5A87 /* ConvInt8TiledExecutor.hpp */, - 4D9488482C2025B0004E5A87 /* ConvInt8Winograd.cpp */, - 4D9488492C2025B0004E5A87 /* ConvInt8Winograd.hpp */, - 4D94884A2C2025B0004E5A87 /* Convolution1x1Strassen.cpp */, - 4D94884B2C2025B0004E5A87 /* Convolution1x1Strassen.hpp */, - 4D94884C2C2025B0004E5A87 /* ConvolutionDepthwise3x3.cpp */, - 4D94884D2C2025B0004E5A87 /* ConvolutionDepthwise3x3.hpp */, - 4D94884E2C2025B0004E5A87 /* ConvolutionFloatFactory.cpp */, - 4D94884F2C2025B0004E5A87 /* ConvolutionFloatFactory.h */, - 4D9488502C2025B0004E5A87 /* ConvolutionGroup.cpp */, - 4D9488512C2025B0004E5A87 /* ConvolutionGroup.hpp */, - 4D9488522C2025B0004E5A87 /* ConvolutionHybrid.cpp */, - 4D9488532C2025B0004E5A87 /* ConvolutionHybrid.hpp */, - 4D9488542C2025B0004E5A87 /* ConvolutionIntFactory.cpp */, - 4D9488552C2025B0004E5A87 /* ConvolutionIntFactory.hpp */, - 4D9488562C2025B0004E5A87 /* ConvolutionPackFreeWinograd.cpp */, - 4D9488572C2025B0004E5A87 /* ConvolutionPackFreeWinograd.hpp */, - 4D9488582C2025B0004E5A87 /* ConvolutionPackWinograd.cpp */, - 4D9488592C2025B0004E5A87 /* ConvolutionPackWinograd.hpp */, - 4D94885A2C2025B0004E5A87 /* ConvolutionTiledExecutor.cpp */, - 4D94885B2C2025B0004E5A87 /* ConvolutionTiledExecutor.hpp */, - 4D94885C2C2025B0004E5A87 /* ConvolutionWinogradBridge.cpp */, - 4D94885D2C2025B0004E5A87 /* ConvolutionWinogradBridge.hpp */, - 4D94885E2C2025B0004E5A87 /* ConvolutionWinogradImpl.cpp */, - 4D94885F2C2025B0004E5A87 /* ConvolutionWinogradImpl.hpp */, - 4D9488602C2025B0004E5A87 /* ConvOpt.cpp */, - 4D9488612C2025B0004E5A87 /* ConvOpt.h */, - 4D9488622C2025B0004E5A87 /* DeconvolutionWithStride.cpp */, - 4D9488632C2025B0004E5A87 /* DeconvolutionWithStride.hpp */, - 4D9488642C2025B0004E5A87 /* DenseConvolutionTiledExecutor.cpp */, - 4D9488652C2025B0004E5A87 /* DenseConvolutionTiledExecutor.hpp */, - 4D9488662C2025B0004E5A87 /* GemmInt8Executor.cpp */, - 4D9488672C2025B0004E5A87 /* GemmInt8Executor.hpp */, - 4D9488682C2025B0004E5A87 /* IdstConvolutionInt8.cpp */, - 4D9488692C2025B0004E5A87 /* IdstConvolutionInt8.hpp */, - 4D94886A2C2025B0004E5A87 /* ImageProcessFunction.cpp */, - 4D94886B2C2025B0004E5A87 /* ImageProcessFunction.hpp */, - 4D94886C2C2025B0004E5A87 /* Int8FunctionsOpt.cpp */, - 4D94886D2C2025B0004E5A87 /* Int8FunctionsOpt.h */, - 4D94886E2C2025B0004E5A87 /* OptimizedComputer.cpp */, - 4D94886F2C2025B0004E5A87 /* OptimizedComputer.hpp */, - 4D9488702C2025B0004E5A87 /* ResizeFunction.cpp */, - 4D9488712C2025B0004E5A87 /* ResizeFunction.h */, - 4D9488722C2025B0004E5A87 /* SparseConvInt8TiledExecutor.cpp */, - 4D9488732C2025B0004E5A87 /* SparseConvInt8TiledExecutor.hpp */, - 4D9488742C2025B0004E5A87 /* SparseConvolutionTiledExecutor.cpp */, - 4D9488752C2025B0004E5A87 /* SparseConvolutionTiledExecutor.hpp */, - 4D9488762C2025B0004E5A87 /* StrassenMatmulComputor.cpp */, - 4D9488772C2025B0004E5A87 /* StrassenMatmulComputor.hpp */, - 4D9488782C2025B0004E5A87 /* WinogradOptFunction.cpp */, - 4D9488792C2025B0004E5A87 /* WinogradOptFunction.hpp */, + 4D3B6B9A2C2124D400E2A1E0 /* InitNet.cpp */, + 4D3B6B9B2C2124D400E2A1E0 /* InitNet.hpp */, + 4D3B6B9C2C2124D400E2A1E0 /* JNIHelper.cpp */, + 4D3B6B9D2C2124D400E2A1E0 /* JNIHelper.hpp */, ); - path = compute; + path = utils; sourceTree = ""; }; - 4D9489622C2025B0004E5A87 /* cpu */ = { + 4D3B6B9F2C2124D400E2A1E0 /* source */ = { isa = PBXGroup; children = ( - 4D9488352C2025B0004E5A87 /* arm */, - 4D94887A2C2025B0004E5A87 /* compute */, - 4D9488CA2C2025B0004E5A87 /* BinaryUtils.hpp */, - 4D9488CB2C2025B0004E5A87 /* CMakeLists.txt */, - 4D9488CC2C2025B0004E5A87 /* CPUArgMax.cpp */, - 4D9488CD2C2025B0004E5A87 /* CPUArgMax.hpp */, - 4D9488CE2C2025B0004E5A87 /* CPUAttention.cpp */, - 4D9488CF2C2025B0004E5A87 /* CPUAttention.hpp */, - 4D9488D02C2025B0004E5A87 /* CPUBackend.cpp */, - 4D9488D12C2025B0004E5A87 /* CPUBackend.hpp */, - 4D9488D22C2025B0004E5A87 /* CPUBinary.cpp */, - 4D9488D32C2025B0004E5A87 /* CPUBinary.hpp */, - 4D9488D42C2025B0004E5A87 /* CPUBinaryInt8.cpp */, - 4D9488D52C2025B0004E5A87 /* CPUBinaryInt8.hpp */, - 4D9488D62C2025B0004E5A87 /* CPUCast.cpp */, - 4D9488D72C2025B0004E5A87 /* CPUCast.hpp */, - 4D9488D82C2025B0004E5A87 /* CPUConvolution.cpp */, - 4D9488D92C2025B0004E5A87 /* CPUConvolution.hpp */, - 4D9488DA2C2025B0004E5A87 /* CPUConvolutionDepthwise.cpp */, - 4D9488DB2C2025B0004E5A87 /* CPUConvolutionDepthwise.hpp */, - 4D9488DC2C2025B0004E5A87 /* CPUCropAndResize.cpp */, - 4D9488DD2C2025B0004E5A87 /* CPUCropAndResize.hpp */, - 4D9488DE2C2025B0004E5A87 /* CPUDeconvolution.cpp */, - 4D9488DF2C2025B0004E5A87 /* CPUDeconvolution.hpp */, - 4D9488E02C2025B0004E5A87 /* CPUDeconvolutionDepthwise.cpp */, - 4D9488E12C2025B0004E5A87 /* CPUDeconvolutionDepthwise.hpp */, - 4D9488E22C2025B0004E5A87 /* CPUDepthwiseConvInt8.cpp */, - 4D9488E32C2025B0004E5A87 /* CPUDepthwiseConvInt8.hpp */, - 4D9488E42C2025B0004E5A87 /* CPUDequantize.cpp */, - 4D9488E52C2025B0004E5A87 /* CPUDequantize.hpp */, - 4D9488E62C2025B0004E5A87 /* CPUDet.cpp */, - 4D9488E72C2025B0004E5A87 /* CPUDet.hpp */, - 4D9488E82C2025B0004E5A87 /* CPUDetectionOutput.cpp */, - 4D9488E92C2025B0004E5A87 /* CPUDetectionOutput.hpp */, - 4D9488EA2C2025B0004E5A87 /* CPUDetectionPostProcess.cpp */, - 4D9488EB2C2025B0004E5A87 /* CPUDetectionPostProcess.hpp */, - 4D9488EC2C2025B0004E5A87 /* CPUDynamicQuant.cpp */, - 4D9488ED2C2025B0004E5A87 /* CPUDynamicQuant.hpp */, - 4D9488EE2C2025B0004E5A87 /* CPUEltwise.cpp */, - 4D9488EF2C2025B0004E5A87 /* CPUEltwise.hpp */, - 4D9488F02C2025B0004E5A87 /* CPUEltwiseInt8.cpp */, - 4D9488F12C2025B0004E5A87 /* CPUEltwiseInt8.hpp */, - 4D9488F22C2025B0004E5A87 /* CPUExternalConst.cpp */, - 4D9488F32C2025B0004E5A87 /* CPUFixedPoint.hpp */, - 4D9488F42C2025B0004E5A87 /* CPUFloatToInt8.cpp */, - 4D9488F52C2025B0004E5A87 /* CPUFloatToInt8.hpp */, - 4D9488F62C2025B0004E5A87 /* CPUGridSample.cpp */, - 4D9488F72C2025B0004E5A87 /* CPUGridSample.hpp */, - 4D9488F82C2025B0004E5A87 /* CPUHistogram.cpp */, - 4D9488F92C2025B0004E5A87 /* CPUHistogram.hpp */, - 4D9488FA2C2025B0004E5A87 /* CPUImageProcess.cpp */, - 4D9488FB2C2025B0004E5A87 /* CPUImageProcess.hpp */, - 4D9488FC2C2025B0004E5A87 /* CPUInstanceNorm.cpp */, - 4D9488FD2C2025B0004E5A87 /* CPUInstanceNorm.hpp */, - 4D9488FE2C2025B0004E5A87 /* CPUInt8ToFloat.cpp */, - 4D9488FF2C2025B0004E5A87 /* CPUInt8ToFloat.hpp */, - 4D9489002C2025B0004E5A87 /* CPUInterp.cpp */, - 4D9489012C2025B0004E5A87 /* CPUInterp.hpp */, - 4D9489022C2025B0004E5A87 /* CPUInterp3D.cpp */, - 4D9489032C2025B0004E5A87 /* CPUInterp3D.hpp */, - 4D9489042C2025B0004E5A87 /* CPULayerNorm.cpp */, - 4D9489052C2025B0004E5A87 /* CPULayerNorm.hpp */, - 4D9489062C2025B0004E5A87 /* CPULinSpace.cpp */, - 4D9489072C2025B0004E5A87 /* CPULinSpace.hpp */, - 4D9489082C2025B0004E5A87 /* CPUMatMul.cpp */, - 4D9489092C2025B0004E5A87 /* CPUMatMul.hpp */, - 4D94890A2C2025B0004E5A87 /* CPUMatrixBandPart.cpp */, - 4D94890B2C2025B0004E5A87 /* CPUMatrixBandPart.hpp */, - 4D94890C2C2025B0004E5A87 /* CPUMoments.cpp */, - 4D94890D2C2025B0004E5A87 /* CPUMoments.hpp */, - 4D94890E2C2025B0004E5A87 /* CPUNonMaxSuppressionV2.cpp */, - 4D94890F2C2025B0004E5A87 /* CPUNonMaxSuppressionV2.hpp */, - 4D9489102C2025B0004E5A87 /* CPUOneHot.cpp */, - 4D9489112C2025B0004E5A87 /* CPUOneHot.hpp */, - 4D9489122C2025B0004E5A87 /* CPUOPRegister.cpp */, - 4D9489132C2025B0004E5A87 /* CPUPlugin.cpp */, - 4D9489142C2025B0004E5A87 /* CPUPool.cpp */, - 4D9489152C2025B0004E5A87 /* CPUPool.hpp */, - 4D9489162C2025B0004E5A87 /* CPUPoolInt8.cpp */, - 4D9489172C2025B0004E5A87 /* CPUPoolInt8.hpp */, - 4D9489182C2025B0004E5A87 /* CPUProposal.cpp */, - 4D9489192C2025B0004E5A87 /* CPUProposal.hpp */, - 4D94891A2C2025B0004E5A87 /* CPUQuanConvolutionDepthwise.cpp */, - 4D94891B2C2025B0004E5A87 /* CPUQuanConvolutionDepthwise.hpp */, - 4D94891C2C2025B0004E5A87 /* CPUQuantizationUtils.hpp */, - 4D94891D2C2025B0004E5A87 /* CPUQuantizedAdd.cpp */, - 4D94891E2C2025B0004E5A87 /* CPUQuantizedAdd.hpp */, - 4D94891F2C2025B0004E5A87 /* CPUQuantizedAvgPool.cpp */, - 4D9489202C2025B0004E5A87 /* CPUQuantizedAvgPool.hpp */, - 4D9489212C2025B0004E5A87 /* CPUQuantizedLogistic.cpp */, - 4D9489222C2025B0004E5A87 /* CPUQuantizedLogistic.hpp */, - 4D9489232C2025B0004E5A87 /* CPUQuantizedMaxPool.cpp */, - 4D9489242C2025B0004E5A87 /* CPUQuantizedMaxPool.hpp */, - 4D9489252C2025B0004E5A87 /* CPUQuantizedSoftmax.cpp */, - 4D9489262C2025B0004E5A87 /* CPUQuantizedSoftmax.hpp */, - 4D9489272C2025B0004E5A87 /* CPURandomUniform.cpp */, - 4D9489282C2025B0004E5A87 /* CPURandomUniform.hpp */, - 4D9489292C2025B0004E5A87 /* CPURange.cpp */, - 4D94892A2C2025B0004E5A87 /* CPURange.hpp */, - 4D94892B2C2025B0004E5A87 /* CPURaster.cpp */, - 4D94892C2C2025B0004E5A87 /* CPURaster.hpp */, - 4D94892D2C2025B0004E5A87 /* CPUReduction.cpp */, - 4D94892E2C2025B0004E5A87 /* CPUReduction.hpp */, - 4D94892F2C2025B0004E5A87 /* CPURelu.cpp */, - 4D9489302C2025B0004E5A87 /* CPURelu.hpp */, - 4D9489312C2025B0004E5A87 /* CPUResize.cpp */, - 4D9489322C2025B0004E5A87 /* CPUResize.hpp */, - 4D9489332C2025B0004E5A87 /* CPUResizeCache.cpp */, - 4D9489342C2025B0004E5A87 /* CPUResizeCache.hpp */, - 4D9489352C2025B0004E5A87 /* CPURNNSequenceGRU.cpp */, - 4D9489362C2025B0004E5A87 /* CPURNNSequenceGRU.hpp */, - 4D9489372C2025B0004E5A87 /* CPUROIAlign.cpp */, - 4D9489382C2025B0004E5A87 /* CPUROIAlign.hpp */, - 4D9489392C2025B0004E5A87 /* CPUROIPooling.cpp */, - 4D94893A2C2025B0004E5A87 /* CPUROIPooling.hpp */, - 4D94893B2C2025B0004E5A87 /* CPURuntime.cpp */, - 4D94893C2C2025B0004E5A87 /* CPURuntime.hpp */, - 4D94893D2C2025B0004E5A87 /* CPUScale.cpp */, - 4D94893E2C2025B0004E5A87 /* CPUScale.hpp */, - 4D94893F2C2025B0004E5A87 /* CPUScaleInt8.cpp */, - 4D9489402C2025B0004E5A87 /* CPUScaleInt8.hpp */, - 4D9489412C2025B0004E5A87 /* CPUSegmentMean.cpp */, - 4D9489422C2025B0004E5A87 /* CPUSelect.cpp */, - 4D9489432C2025B0004E5A87 /* CPUSelect.hpp */, - 4D9489442C2025B0004E5A87 /* CPUSetDiff1D.cpp */, - 4D9489452C2025B0004E5A87 /* CPUSetDiff1D.hpp */, - 4D9489462C2025B0004E5A87 /* CPUSoftmax.cpp */, - 4D9489472C2025B0004E5A87 /* CPUSoftmax.hpp */, - 4D9489482C2025B0004E5A87 /* CPUSoftMaxInt8.cpp */, - 4D9489492C2025B0004E5A87 /* CPUSoftMaxInt8.hpp */, - 4D94894A2C2025B0004E5A87 /* CPUSvd.cpp */, - 4D94894B2C2025B0004E5A87 /* CPUSvd.hpp */, - 4D94894C2C2025B0004E5A87 /* CPUTensorConvert.cpp */, - 4D94894D2C2025B0004E5A87 /* CPUTensorConvert.hpp */, - 4D94894E2C2025B0004E5A87 /* CPUTFQuantizedConv2D.cpp */, - 4D94894F2C2025B0004E5A87 /* CPUTFQuantizedConv2D.hpp */, - 4D9489502C2025B0004E5A87 /* CPUTopKV2.cpp */, - 4D9489512C2025B0004E5A87 /* CPUTopKV2.hpp */, - 4D9489522C2025B0004E5A87 /* CPUUnary.cpp */, - 4D9489532C2025B0004E5A87 /* CPUUnary.hpp */, - 4D9489542C2025B0004E5A87 /* CPUUnique.cpp */, - 4D9489552C2025B0004E5A87 /* CPUUnique.hpp */, - 4D9489562C2025B0004E5A87 /* CPUUnravelIndex.cpp */, - 4D9489572C2025B0004E5A87 /* CPUUnravelIndex.hpp */, - 4D9489582C2025B0004E5A87 /* CPUWhere.cpp */, - 4D9489592C2025B0004E5A87 /* CPUWhere.hpp */, - 4D94895A2C2025B0004E5A87 /* GridSampler.hpp */, - 4D94895B2C2025B0004E5A87 /* OneDNNConvInt8.cpp */, - 4D94895C2C2025B0004E5A87 /* OneDNNConvInt8.hpp */, - 4D94895D2C2025B0004E5A87 /* OneDNNConvolution.cpp */, - 4D94895E2C2025B0004E5A87 /* OneDNNConvolution.hpp */, - 4D94895F2C2025B0004E5A87 /* ThreadPool.cpp */, - 4D9489602C2025B0004E5A87 /* ThreadPool.hpp */, - 4D9489612C2025B0004E5A87 /* UnaryUtils.hpp */, + 4D3B7DAC2C2126C400E2A1E0 /* cv */, + 4D3B6ADB2C2124D400E2A1E0 /* backend */, + 4D3B6B032C2124D400E2A1E0 /* core */, + 4D3B6B3C2C2124D400E2A1E0 /* geometry */, + 4D3B6B462C2124D400E2A1E0 /* math */, + 4D3B6B992C2124D400E2A1E0 /* shape */, + 4D3B6B9E2C2124D400E2A1E0 /* utils */, ); - path = cpu; + path = source; sourceTree = ""; }; - 4D948DF82C2025B0004E5A87 /* backend */ = { + 4D3B701D2C2124D400E2A1E0 /* MNN */ = { isa = PBXGroup; children = ( - 4D9487302C2025B0004E5A87 /* arm82 */, - 4D9489622C2025B0004E5A87 /* cpu */, + 4D3B62672C2124D400E2A1E0 /* express */, + 4D3B62822C2124D400E2A1E0 /* include */, + 4D3B6B9F2C2124D400E2A1E0 /* source */, ); - path = backend; + name = MNN; + path = ../../../MNN; sourceTree = ""; }; - 4D948E202C2025B0004E5A87 /* core */ = { + 4D3B7DAC2C2126C400E2A1E0 /* cv */ = { isa = PBXGroup; children = ( - 4D948DF92C2025B0004E5A87 /* AutoStorage.h */, - 4D948DFA2C2025B0004E5A87 /* AutoTime.cpp */, - 4D948DFB2C2025B0004E5A87 /* Backend.cpp */, - 4D948DFC2C2025B0004E5A87 /* Backend.hpp */, - 4D948DFD2C2025B0004E5A87 /* BufferAllocator.cpp */, - 4D948DFE2C2025B0004E5A87 /* BufferAllocator.hpp */, - 4D948DFF2C2025B0004E5A87 /* Command.hpp */, - 4D948E002C2025B0004E5A87 /* CommonCompute.hpp */, - 4D948E012C2025B0004E5A87 /* Concurrency.h */, - 4D948E022C2025B0004E5A87 /* ConvolutionCommon.cpp */, - 4D948E032C2025B0004E5A87 /* ConvolutionCommon.hpp */, - 4D948E042C2025B0004E5A87 /* Execution.cpp */, - 4D948E052C2025B0004E5A87 /* Execution.hpp */, - 4D948E062C2025B0004E5A87 /* FileLoader.cpp */, - 4D948E072C2025B0004E5A87 /* FileLoader.hpp */, - 4D948E082C2025B0004E5A87 /* IDSTDecoder.hpp */, - 4D948E092C2025B0004E5A87 /* IDSTEncoder.hpp */, - 4D948E0A2C2025B0004E5A87 /* Interpreter.cpp */, - 4D948E0B2C2025B0004E5A87 /* Macro.h */, - 4D948E0C2C2025B0004E5A87 /* MemoryFormater.h */, - 4D948E0D2C2025B0004E5A87 /* MNNMemoryUtils.cpp */, - 4D948E0E2C2025B0004E5A87 /* MNNMemoryUtils.h */, - 4D948E0F2C2025B0004E5A87 /* NonCopyable.hpp */, - 4D948E102C2025B0004E5A87 /* OpCommonUtils.cpp */, - 4D948E112C2025B0004E5A87 /* OpCommonUtils.hpp */, - 4D948E122C2025B0004E5A87 /* Pipeline.cpp */, - 4D948E132C2025B0004E5A87 /* Pipeline.hpp */, - 4D948E142C2025B0004E5A87 /* RuntimeFactory.cpp */, - 4D948E152C2025B0004E5A87 /* RuntimeFactory.hpp */, - 4D948E162C2025B0004E5A87 /* Schedule.cpp */, - 4D948E172C2025B0004E5A87 /* Schedule.hpp */, - 4D948E182C2025B0004E5A87 /* Session.cpp */, - 4D948E192C2025B0004E5A87 /* Session.hpp */, - 4D948E1A2C2025B0004E5A87 /* Tensor.cpp */, - 4D948E1B2C2025B0004E5A87 /* TensorUtils.cpp */, - 4D948E1C2C2025B0004E5A87 /* TensorUtils.hpp */, - 4D948E1D2C2025B0004E5A87 /* WinogradInt8Attr.hpp */, - 4D948E1E2C2025B0004E5A87 /* WrapExecution.cpp */, - 4D948E1F2C2025B0004E5A87 /* WrapExecution.hpp */, + 4D3B7DA62C2126C400E2A1E0 /* ImageProcess.cpp */, + 4D3B7DA72C2126C400E2A1E0 /* ImageProcessUtils.cpp */, + 4D3B7DA82C2126C400E2A1E0 /* ImageProcessUtils.hpp */, + 4D3B7DA92C2126C400E2A1E0 /* Matrix_CV.cpp */, + 4D3B7DAA2C2126C400E2A1E0 /* SkNx_neon.h */, + 4D3B7DAB2C2126C400E2A1E0 /* SkNx.h */, ); - path = core; + path = cv; sourceTree = ""; }; - 4D948E272C2025B0004E5A87 /* cv */ = { + 4D5B977F2B2B21D3003AF2F1 = { isa = PBXGroup; children = ( - 4D948E212C2025B0004E5A87 /* ImageProcess.cpp */, - 4D948E222C2025B0004E5A87 /* ImageProcessUtils.cpp */, - 4D948E232C2025B0004E5A87 /* ImageProcessUtils.hpp */, - 4D948E242C2025B0004E5A87 /* Matrix_CV.cpp */, - 4D948E252C2025B0004E5A87 /* SkNx_neon.h */, - 4D948E262C2025B0004E5A87 /* SkNx.h */, + 4D3B58012C207A1F00E2A1E0 /* qwen1.5-0.5b-chat */, + 4D5B978A2B2B21D3003AF2F1 /* mnn-llm */, + 4D5B97892B2B21D3003AF2F1 /* Products */, + 4D5B97C52B2B2C26003AF2F1 /* Frameworks */, ); - path = cv; sourceTree = ""; }; - 4D948E592C2025B0004E5A87 /* geometry */ = { + 4D5B97892B2B21D3003AF2F1 /* Products */ = { isa = PBXGroup; children = ( - 4D948E282C2025B0004E5A87 /* ConvertUtils.cpp */, - 4D948E292C2025B0004E5A87 /* ConvertUtils.hpp */, - 4D948E2A2C2025B0004E5A87 /* GeometryBatchMatMul.cpp */, - 4D948E2B2C2025B0004E5A87 /* GeometryBinary.cpp */, - 4D948E2C2C2025B0004E5A87 /* GeometryBroadcastTo.cpp */, - 4D948E2D2C2025B0004E5A87 /* GeometryComputer.cpp */, - 4D948E2E2C2025B0004E5A87 /* GeometryComputer.hpp */, - 4D948E2F2C2025B0004E5A87 /* GeometryComputerUtils.cpp */, - 4D948E302C2025B0004E5A87 /* GeometryComputerUtils.hpp */, - 4D948E312C2025B0004E5A87 /* GeometryConcat.cpp */, - 4D948E322C2025B0004E5A87 /* GeometryConv2D.cpp */, - 4D948E332C2025B0004E5A87 /* GeometryConv2DBackPropFilter.cpp */, - 4D948E342C2025B0004E5A87 /* GeometryConv3D.cpp */, - 4D948E352C2025B0004E5A87 /* GeometryConvert.cpp */, - 4D948E362C2025B0004E5A87 /* GeometryConvUtils.cpp */, - 4D948E372C2025B0004E5A87 /* GeometryConvUtils.hpp */, - 4D948E382C2025B0004E5A87 /* GeometryCosineSimilarity.cpp */, - 4D948E392C2025B0004E5A87 /* GeometryCrop.cpp */, - 4D948E3A2C2025B0004E5A87 /* GeometryCumSum.cpp */, - 4D948E3B2C2025B0004E5A87 /* GeometryDepthToSpace.cpp */, - 4D948E3C2C2025B0004E5A87 /* GeometryDet.cpp */, - 4D948E3D2C2025B0004E5A87 /* GeometryDilation2D.cpp */, - 4D948E3E2C2025B0004E5A87 /* GeometryELU.cpp */, - 4D948E3F2C2025B0004E5A87 /* GeometryFill.cpp */, - 4D948E402C2025B0004E5A87 /* GeometryGather.cpp */, - 4D948E412C2025B0004E5A87 /* GeometryImageOp.cpp */, - 4D948E422C2025B0004E5A87 /* GeometryInnerProduct.cpp */, - 4D948E432C2025B0004E5A87 /* GeometryLayernorm.cpp */, - 4D948E442C2025B0004E5A87 /* GeometryLRN.cpp */, - 4D948E452C2025B0004E5A87 /* GeometryLSTM.cpp */, - 4D948E462C2025B0004E5A87 /* GeometryOPRegister.cpp */, - 4D948E472C2025B0004E5A87 /* GeometryPermute.cpp */, - 4D948E482C2025B0004E5A87 /* GeometryPoolGrad.cpp */, - 4D948E492C2025B0004E5A87 /* GeometryPooling3D.cpp */, - 4D948E4A2C2025B0004E5A87 /* GeometryReduce.cpp */, - 4D948E4B2C2025B0004E5A87 /* GeometryReshape.cpp */, - 4D948E4C2C2025B0004E5A87 /* GeometryReverseSequence.cpp */, - 4D948E4D2C2025B0004E5A87 /* GeometryScatter.cpp */, - 4D948E4E2C2025B0004E5A87 /* GeometrySelect.cpp */, - 4D948E4F2C2025B0004E5A87 /* GeometryShape.cpp */, - 4D948E502C2025B0004E5A87 /* GeometrySlice.cpp */, - 4D948E512C2025B0004E5A87 /* GeometrySpaceToBatchND.cpp */, - 4D948E522C2025B0004E5A87 /* GeometrySpatialProduct.cpp */, - 4D948E532C2025B0004E5A87 /* GeometryStridedSlice.cpp */, - 4D948E542C2025B0004E5A87 /* GeometryTensorArray.cpp */, - 4D948E552C2025B0004E5A87 /* GeometryThreshold.cpp */, - 4D948E562C2025B0004E5A87 /* GeometryTile.cpp */, - 4D948E572C2025B0004E5A87 /* GeometryTopK.cpp */, - 4D948E582C2025B0004E5A87 /* GeometryUnary.cpp */, + 4D5B97882B2B21D3003AF2F1 /* mnn-llm.app */, ); - path = geometry; + name = Products; sourceTree = ""; }; - 4D948E632C2025B0004E5A87 /* math */ = { + 4D5B978A2B2B21D3003AF2F1 /* mnn-llm */ = { isa = PBXGroup; children = ( - 4D948E5E2C2025B0004E5A87 /* Matrix.cpp */, - 4D948E5F2C2025B0004E5A87 /* Matrix.hpp */, - 4D948E602C2025B0004E5A87 /* Vec.hpp */, - 4D948E612C2025B0004E5A87 /* WingoradGenerater.cpp */, - 4D948E622C2025B0004E5A87 /* WingoradGenerater.hpp */, + 4D3B701D2C2124D400E2A1E0 /* MNN */, + 4D5B97BC2B2B26DE003AF2F1 /* src */, + 4D5B979D2B2B26C6003AF2F1 /* include */, + 4D5B978B2B2B21D3003AF2F1 /* mnn_llmApp.swift */, + 4D5B978D2B2B21D3003AF2F1 /* ContentView.swift */, + 4D5B978F2B2B21D5003AF2F1 /* Assets.xcassets */, + 4D5B97912B2B21D5003AF2F1 /* Preview Content */, + 4D5B97992B2B263D003AF2F1 /* LLMInferenceEngineWrapper.h */, + 4D5B97C32B2B29CF003AF2F1 /* LLMInferenceEngineWrapper.mm */, + 4D5B979A2B2B2677003AF2F1 /* mnn-llm-Bridging-Header.h */, ); - path = math; + path = "mnn-llm"; sourceTree = ""; }; - 4D948EB62C2025B0004E5A87 /* shape */ = { + 4D5B97912B2B21D5003AF2F1 /* Preview Content */ = { isa = PBXGroup; children = ( - 4D948E682C2025B0004E5A87 /* ShapeArgMax.cpp */, - 4D948E692C2025B0004E5A87 /* ShapeAttention.cpp */, - 4D948E6A2C2025B0004E5A87 /* ShapeBatchToSpaceND.cpp */, - 4D948E6B2C2025B0004E5A87 /* ShapeBinaryOp.cpp */, - 4D948E6C2C2025B0004E5A87 /* ShapeBroadcastTo.cpp */, - 4D948E6D2C2025B0004E5A87 /* ShapeCast.cpp */, - 4D948E6E2C2025B0004E5A87 /* ShapeConcat.cpp */, - 4D948E6F2C2025B0004E5A87 /* ShapeConvolution.cpp */, - 4D948E702C2025B0004E5A87 /* ShapeConvolution3D.cpp */, - 4D948E712C2025B0004E5A87 /* ShapeConvTranspose3D.cpp */, - 4D948E722C2025B0004E5A87 /* ShapeCosineSimilarity.cpp */, - 4D948E732C2025B0004E5A87 /* 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"$($args[0])https://github.com/wangzhaode/ChatGLM-MNN/releases/download/v0.1/glm_block_$i.mnn" -OutFile "fp16\glm_block_$i.mnn" - } - - Invoke-WebRequest -Uri "$($args[0])https://github.com/wangzhaode/ChatGLM-MNN/releases/download/v0.1/lm.mnn" -OutFile "fp16\lm.mnn" - Invoke-WebRequest -Uri "$($args[0])https://github.com/wangzhaode/ChatGLM-MNN/releases/download/v0.1/slim_word_embeddings.bin" -OutFile "fp16\slim_word_embeddings.bin" -} - -function int8_model { - mkdir int8 - for ($i = 0; $i -le 27; $i++) { - Invoke-WebRequest -Uri "$($args[0])https://github.com/wangzhaode/ChatGLM-MNN/releases/download/v0.2/glm_block_$i.mnn" -OutFile "int8\glm_block_$i.mnn" - } - - Invoke-WebRequest -Uri "$($args[0])https://github.com/wangzhaode/ChatGLM-MNN/releases/download/v0.1/lm.mnn" -OutFile "int8\lm.mnn" - Invoke-WebRequest -Uri "$($args[0])https://github.com/wangzhaode/ChatGLM-MNN/releases/download/v0.1/slim_word_embeddings.bin" -OutFile "int8\slim_word_embeddings.bin" -} - -function int4_model { - mkdir int4 - for ($i = 0; $i -le 27; $i++) { - Invoke-WebRequest -Uri "$($args[0])https://github.com/wangzhaode/ChatGLM-MNN/releases/download/v0.3/glm_block_$i.mnn" -OutFile "int4\glm_block_$i.mnn" - } - - Invoke-WebRequest -Uri "$($args[0])https://github.com/wangzhaode/ChatGLM-MNN/releases/download/v0.1/lm.mnn" -OutFile "int4\lm.mnn" - Invoke-WebRequest -Uri "$($args[0])https://github.com/wangzhaode/ChatGLM-MNN/releases/download/v0.1/slim_word_embeddings.bin" -OutFile "int4\slim_word_embeddings.bin" -} - -if ($args.Length -eq 0) { - help - exit 1 -} - -$proxy = $false - -foreach ($arg in $args) { - switch ($arg) { - "--help" { - help - } - "-h" { - help - } - "proxy" { - $proxy = $true - } - } -} - -if ($proxy) { - foreach ($arg in $args) { - switch ($arg) { - "fp16" { - fp16_model "https://ghproxy.com/" - } - "int8" { - int8_model "https://ghproxy.com/" - } - "int4" { - int4_model "https://ghproxy.com/" - } - default { - help - } - } - } -} else { - foreach ($arg in $args) { - switch ($arg) { - "fp16" { - fp16_model "" - } - "int8" { - int8_model "" - } - "int4" { - int4_model "" - } - default { - help - } - } - } -} \ No newline at end of file diff --git a/script/ios_build.sh b/script/ios_build.sh new file mode 100755 index 00000000..89a69507 --- /dev/null +++ b/script/ios_build.sh @@ -0,0 +1,5 @@ +xcodebuild \ +CODE_SIGN_IDENTITY="" CODE_SIGNING_REQUIRED=NO CODE_SIGN_ENTITLEMENTS="" CODE_SIGNING_ALLOWED=NO \ +-project ios/mnn-llm/mnn-llm.xcodeproj \ +-target mnn-llm \ +-destination "platform=iOS,id=dvtdevice-DVTiPhonePlaceholder-iphoneos:placeholder,name=Any iOS Device" \ No newline at end of file