From 032ae0d81dbe061d89d7b8c951bc27d1491416f0 Mon Sep 17 00:00:00 2001 From: Scott Roy <161522778+metascroy@users.noreply.github.com> Date: Mon, 23 Dec 2024 15:51:58 -0800 Subject: [PATCH 01/10] init --- .github/workflows/apple-perf.yml | 3 +++ build/build_apple_frameworks.sh | 6 +++--- extension/llm/export/partitioner_lib.py | 6 +----- 3 files changed, 7 insertions(+), 8 deletions(-) diff --git a/.github/workflows/apple-perf.yml b/.github/workflows/apple-perf.yml index 4accf64911..ce27bf50ea 100644 --- a/.github/workflows/apple-perf.yml +++ b/.github/workflows/apple-perf.yml @@ -315,6 +315,9 @@ jobs: build-benchmark-app: name: build-benchmark-app uses: pytorch/test-infra/.github/workflows/macos_job.yml@main + uses: maxim-lobanov/setup-xcode@v1 + with: + xcode-version: '16.0' needs: - set-parameters secrets: inherit diff --git a/build/build_apple_frameworks.sh b/build/build_apple_frameworks.sh index 5746adb5a1..45a4d55a9f 100755 --- a/build/build_apple_frameworks.sh +++ b/build/build_apple_frameworks.sh @@ -8,7 +8,7 @@ set -euo pipefail SOURCE_ROOT_DIR="" -OUTPUT="cmake-out" +OUTPUT="cmake-out-apple" MODE="Release" TOOLCHAIN="" PYTHON=$(which python3) @@ -76,7 +76,7 @@ usage() { echo "SOURCE_ROOT_DIR defaults to the current directory if not provided." echo echo "Options:" - echo " --output=DIR Output directory. Default: 'cmake-out'" + echo " --output=DIR Output directory. Default: 'cmake-out-apple'" echo " --Debug Use Debug build mode. Default: Uses Release build mode." echo " --toolchain=FILE Cmake toolchain file. Default: '\$SOURCE_ROOT_DIR/third-party/ios-cmake/ios.toolchain.cmake'" echo " --python=FILE Python executable path. Default: Path of python3 found in the current \$PATH" @@ -188,7 +188,7 @@ echo "Exporting headers" mkdir -p "$HEADERS_PATH" # Set BUCK2 to the path of the buck2 executable in $OUTPUT/*/buck2-bin/buck2-* -BUCK2=$(find . -type f -path '*/buck2-bin/buck2-*' | head -n 1) +BUCK2=$(find ${SOURCE_ROOT_DIR}/buck2-bin -type f -name "buck2-*" | head -n 1) if [[ -z "$BUCK2" ]]; then echo "Could not find buck2 executable in any buck2-bin directory under $OUTPUT" BUCK2=$(which buck2) diff --git a/extension/llm/export/partitioner_lib.py b/extension/llm/export/partitioner_lib.py index 74a521a61b..19c8959676 100644 --- a/extension/llm/export/partitioner_lib.py +++ b/extension/llm/export/partitioner_lib.py @@ -158,11 +158,7 @@ def _validate_ios_version() -> None: op_linear_quantizer_config=op_linear_quantizer_config, ) - # ExecuTorch does not build CoreML delegate runtime to handle state - # when using OSS scripts, so we define take_over_mutable_buffer = False, - # even when target is iOS18 - # take_over_mutable_buffer = minimum_deployment_target >= ct.target.iOS18 - take_over_mutable_buffer = False + take_over_mutable_buffer = minimum_deployment_target >= ct.target.iOS18 return CoreMLPartitioner( # pyre-fixme[16] compile_specs=compile_specs, take_over_mutable_buffer=take_over_mutable_buffer, From e5b7f2a93dcec4543b533a137076984937a821d1 Mon Sep 17 00:00:00 2001 From: Scott Roy <161522778+metascroy@users.noreply.github.com> Date: Mon, 23 Dec 2024 16:05:52 -0800 Subject: [PATCH 02/10] fix perf.yml --- .github/workflows/apple-perf.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/apple-perf.yml b/.github/workflows/apple-perf.yml index ce27bf50ea..c58145f4eb 100644 --- a/.github/workflows/apple-perf.yml +++ b/.github/workflows/apple-perf.yml @@ -314,10 +314,10 @@ jobs: build-benchmark-app: name: build-benchmark-app - uses: pytorch/test-infra/.github/workflows/macos_job.yml@main uses: maxim-lobanov/setup-xcode@v1 - with: - xcode-version: '16.0' + with: + xcode-version: '16.0' + uses: pytorch/test-infra/.github/workflows/macos_job.yml@main needs: - set-parameters secrets: inherit From 20f12ce527602ed4bb273d895bc79d77436001a0 Mon Sep 17 00:00:00 2001 From: Scott Roy <161522778+metascroy@users.noreply.github.com> Date: Mon, 23 Dec 2024 16:12:22 -0800 Subject: [PATCH 03/10] up --- .github/workflows/apple-perf.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/apple-perf.yml b/.github/workflows/apple-perf.yml index c58145f4eb..0d8b69de7d 100644 --- a/.github/workflows/apple-perf.yml +++ b/.github/workflows/apple-perf.yml @@ -316,7 +316,7 @@ jobs: name: build-benchmark-app uses: maxim-lobanov/setup-xcode@v1 with: - xcode-version: '16.0' + xcode-version: '15.3' uses: pytorch/test-infra/.github/workflows/macos_job.yml@main needs: - set-parameters From bcbdc0c06be9fd5e39b1f0779c86e8638bfa96ae Mon Sep 17 00:00:00 2001 From: Scott Roy <161522778+metascroy@users.noreply.github.com> Date: Mon, 23 Dec 2024 16:22:29 -0800 Subject: [PATCH 04/10] up --- .github/workflows/apple-perf.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/apple-perf.yml b/.github/workflows/apple-perf.yml index 0d8b69de7d..4accf64911 100644 --- a/.github/workflows/apple-perf.yml +++ b/.github/workflows/apple-perf.yml @@ -314,9 +314,6 @@ jobs: build-benchmark-app: name: build-benchmark-app - uses: maxim-lobanov/setup-xcode@v1 - with: - xcode-version: '15.3' uses: pytorch/test-infra/.github/workflows/macos_job.yml@main needs: - set-parameters From 34861a5488520e3d9bf19946401f538447abc902 Mon Sep 17 00:00:00 2001 From: Scott Roy <161522778+metascroy@users.noreply.github.com> Date: Mon, 23 Dec 2024 17:03:45 -0800 Subject: [PATCH 05/10] xcode version --- .github/workflows/apple-perf.yml | 1 + .../apple/Benchmark/Resources/tokenizer.bin | Bin 0 -> 433877 bytes 2 files changed, 1 insertion(+) create mode 100644 extension/benchmark/apple/Benchmark/Resources/tokenizer.bin diff --git a/.github/workflows/apple-perf.yml b/.github/workflows/apple-perf.yml index 4accf64911..f10b95c461 100644 --- a/.github/workflows/apple-perf.yml +++ b/.github/workflows/apple-perf.yml @@ -321,6 +321,7 @@ jobs: with: runner: macos-latest-xlarge python-version: '3.11' + xcode-version: '16.0' submodules: 'true' ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }} upload-artifact: ios-apps diff --git a/extension/benchmark/apple/Benchmark/Resources/tokenizer.bin b/extension/benchmark/apple/Benchmark/Resources/tokenizer.bin new file mode 100644 index 0000000000000000000000000000000000000000..1c468aef69f5bb384b9336db61b9c3852fd49e7e GIT binary patch literal 433877 zcmY&>37lM2mHu%70Yyt(QPfL7lRyZSJz;&F?hXX96zKpW+pF%b?k>{ZRrHdODD!{f zhI_k=`%<_wZY7JLEIw&)+^sk|uA?>RsH2XSqvMSG|2yAzo0-?YU-CQe-gD1A=iKew 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<161522778+metascroy@users.noreply.github.com> Date: Mon, 23 Dec 2024 17:18:23 -0800 Subject: [PATCH 06/10] doc up --- extension/benchmark/apple/Benchmark/README.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/extension/benchmark/apple/Benchmark/README.md b/extension/benchmark/apple/Benchmark/README.md index 79daf070e4..cea2d1c744 100644 --- a/extension/benchmark/apple/Benchmark/README.md +++ b/extension/benchmark/apple/Benchmark/README.md @@ -72,6 +72,15 @@ kernels_portable.xcframework kernels_quantized.xcframework ``` +#### MLState +The prebuilt frameworks do not work with CoreML models that use MLState, which is used in LLM models exported for iOS18. When executing the *.pte file, you will see an error like: + +``` +The input feature for X must be an MLState, but it was not. +``` + +If you encounter this issue, build the frameworks locally (option 2) using **XCode 16.0** or higher. + ## Adding Models and Resources Place your exported model files (`.pte`) and any other resources (e.g., `tokenizer.bin`) into the `extension/benchmark/apple/Benchmark/Resources` directory: From 46623d421ac08651b9813dd1f5f699f9834f3179 Mon Sep 17 00:00:00 2001 From: Scott Roy <161522778+metascroy@users.noreply.github.com> Date: Mon, 23 Dec 2024 17:22:12 -0800 Subject: [PATCH 07/10] up --- .../apple/Benchmark/Resources/tokenizer.bin | Bin 433877 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 extension/benchmark/apple/Benchmark/Resources/tokenizer.bin diff --git a/extension/benchmark/apple/Benchmark/Resources/tokenizer.bin b/extension/benchmark/apple/Benchmark/Resources/tokenizer.bin deleted file mode 100644 index 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zo_i1mtFGXoFd8UF(ER$2BdjWW(1srKT33sxxgTL`D~u%5{DFDkbY#G=p%_nuq1Glm zHNWXc@yxJ^8o9#WrV6}JV%KO^OTxahh4@Lr>jC^M>de3|at<|9KkVN$#65QmuL%3g z&f!(V6G!pdzj;mYpNsLjgkdV343hA>eR#u!TuK-$?BS8dAr_wF;y2~>>$7-E!pP-% z3>8M}OEFB?S67d>EmV0U-Vp}tD=}OVe941lqT6g~MR&?EQXYGGENPU*bR`#~g#+we z$5>2l7cf>B;_-%Y!U(mO#tXx2GA9Uo8Y?kT7%k<-nXvc5MNAg^3=W1(S9 z1r`}*lwpbaZ3tkg;bk9|2}87Ouw3b0+lLkAUVj-Y&D~duRfd-`u|^oVum|zNzwj*H z`hU~<(y>FwkRWl;&+)CW_dpvGmBgR_{~GS@C4nf20{Hohdx(gL2(2s$!8En(LqZ~K zsq72OERE=)A|fIpBEn5~TXQXlh#os|rneu%Tu@f@I(Ozyp-;iE$omjPZ+ad5Mm7o! z*eVv}2Sv9qiy=#>Z(&&cJWgT6Uik_}6>M=PBq9d96lF~8vK4Vc3|CW_v{h-u74-Pm zdRp|k%}Lm*ZQd;-x*VRIv4n#iq>X$J8DlPwoER=kf>nA z$di$x*yKllRdj3PSQA@3N-l}*qeVEPmrP*8$RgR6*mX+SHu6_xS8TFEyf1blyQqla zGA~B>Phed^Y#&B(Ec)3P>S9oe<5cXhb@ohr=cf2v3=6!QOZ0dSe$tb*W)TnKTh_s&p5SE}PYQY*3x2lLh=Ug~;CD<@4CglS zY6*L+D~Mg5`un1L5Q#Ig8*IrHJA6Q2Vwlh3Tl6y({D>a+ZolGN GE&m6Nafqz| From 34c2ab779f2533fcf9b9df3a00d659aebafb974b Mon Sep 17 00:00:00 2001 From: Scott Roy <161522778+metascroy@users.noreply.github.com> Date: Mon, 23 Dec 2024 17:37:34 -0800 Subject: [PATCH 08/10] up --- .github/workflows/apple-perf.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/apple-perf.yml b/.github/workflows/apple-perf.yml index f10b95c461..ffafffddab 100644 --- a/.github/workflows/apple-perf.yml +++ b/.github/workflows/apple-perf.yml @@ -321,7 +321,6 @@ jobs: with: runner: macos-latest-xlarge python-version: '3.11' - xcode-version: '16.0' submodules: 'true' ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }} upload-artifact: ios-apps @@ -330,6 +329,9 @@ jobs: script: | set -eux + echo "Setting XCode version" + sudo xcode-select -switch /Applications/Xcode_16.1.app + echo "::group::Setting up CI environment" .ci/scripts/setup-conda.sh From 1b876ca045e70e048d5e0c5e8fcea89a75d5c3d2 Mon Sep 17 00:00:00 2001 From: Scott Roy <161522778+metascroy@users.noreply.github.com> Date: Mon, 23 Dec 2024 20:18:16 -0800 Subject: [PATCH 09/10] up --- .github/workflows/apple-perf.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/apple-perf.yml b/.github/workflows/apple-perf.yml index ffafffddab..3bf23e8902 100644 --- a/.github/workflows/apple-perf.yml +++ b/.github/workflows/apple-perf.yml @@ -330,7 +330,7 @@ jobs: set -eux echo "Setting XCode version" - sudo xcode-select -switch /Applications/Xcode_16.1.app + sudo xcode-select -switch /Applications/Xcode_16.app echo "::group::Setting up CI environment" .ci/scripts/setup-conda.sh From a05b37331226805830a584c90b4e99f7456b27e0 Mon Sep 17 00:00:00 2001 From: Scott Roy <161522778+metascroy@users.noreply.github.com> Date: Mon, 23 Dec 2024 20:37:48 -0800 Subject: [PATCH 10/10] up --- build/build_apple_frameworks.sh | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/build/build_apple_frameworks.sh b/build/build_apple_frameworks.sh index 45a4d55a9f..5746adb5a1 100755 --- a/build/build_apple_frameworks.sh +++ b/build/build_apple_frameworks.sh @@ -8,7 +8,7 @@ set -euo pipefail SOURCE_ROOT_DIR="" -OUTPUT="cmake-out-apple" +OUTPUT="cmake-out" MODE="Release" TOOLCHAIN="" PYTHON=$(which python3) @@ -76,7 +76,7 @@ usage() { echo "SOURCE_ROOT_DIR defaults to the current directory if not provided." echo echo "Options:" - echo " --output=DIR Output directory. Default: 'cmake-out-apple'" + echo " --output=DIR Output directory. Default: 'cmake-out'" echo " --Debug Use Debug build mode. Default: Uses Release build mode." echo " --toolchain=FILE Cmake toolchain file. Default: '\$SOURCE_ROOT_DIR/third-party/ios-cmake/ios.toolchain.cmake'" echo " --python=FILE Python executable path. Default: Path of python3 found in the current \$PATH" @@ -188,7 +188,7 @@ echo "Exporting headers" mkdir -p "$HEADERS_PATH" # Set BUCK2 to the path of the buck2 executable in $OUTPUT/*/buck2-bin/buck2-* -BUCK2=$(find ${SOURCE_ROOT_DIR}/buck2-bin -type f -name "buck2-*" | head -n 1) +BUCK2=$(find . -type f -path '*/buck2-bin/buck2-*' | head -n 1) if [[ -z "$BUCK2" ]]; then echo "Could not find buck2 executable in any buck2-bin directory under $OUTPUT" BUCK2=$(which buck2)