Enzyme rust

src/tools/enzyme/.devcontainer/devcontainer.json

@@ -1,5 +1,5 @@
-// available ubuntu versions: [18, 20]
-// available llvm versions: [7, 8, 9, 10, 11, 12, 13]
+// available ubuntu versions: [18, 20, 22]
+// available llvm versions: [7, 8, 9, 10, 11, 12, 13, 14, 15]
 {
     "name": "Enzyme",
     "image": "ghcr.io/enzymead/enzyme-dev-docker/ubuntu-20-llvm-12:latest",
@@ -9,5 +9,13 @@
         "source=enzyme-extensions-insiders,target=/root/.vscode-server-insiders/extensions,type=volume",
         "source=enzyme-build,target=${containerWorkspaceFolder}/enzyme/build,type=volume",
     ],
-    "postCreateCommand": "sudo chown vscode ./enzyme/build"
+    "postCreateCommand": "sudo chown vscode ./enzyme/build",
+    "runArgs": ["--cap-add=SYS_PTRACE", "--security-opt", "seccomp=unconfined"],
+    "customizations": {
+        "vscode": {
+            "extensions": [
+                "ms-vscode.cpptools-extension-pack"
+            ]
+        }
+    }
 }

src/tools/enzyme/.github/workflows/bcload.yml

@@ -36,9 +36,7 @@ jobs:
             sudo sed -i 's/add_executable(llvm-omp-device-info IMPORTED)//g' /usr/lib/llvm-${{matrix.llvm}}/lib/cmake/llvm/LLVMExports*.cmake
             sudo sed -i 's/llvm-omp-device-info//g' /usr/lib/llvm-${{matrix.llvm}}/lib/cmake/llvm/LLVMExports*.cmake
           fi
-    - uses: actions/checkout@v1
-      with:
-          fetch-depth: 1
+    - uses: actions/checkout@v3
     - name: mkdir
       run: cd enzyme && rm -rf build && mkdir build
     - name: cmake

src/tools/enzyme/.github/workflows/benchmark.yml

@@ -22,7 +22,7 @@ jobs:
       matrix:
         llvm: ["7",  "8", "9", "10", "11", "12", "13"] #, "14"]
         build: ["Release", "Debug"] # "RelWithDebInfo"
-        os: [self-hosted]
+        os: [openstack18]
     timeout-minutes: 120 
     steps:
     - name: add llvm 
@@ -51,3 +51,9 @@ jobs:
       run: cd enzyme/build && make bench-enzyme
     - name: results
       run: cat enzyme/benchmarks/*/*/results.txt
+    - name: graph results
+      run: |
+          for p in enzyme/benchmarks/ReverseMode/*/results.json; do
+          python3 enzyme/benchmarks/upload-results.py $p --url https://enzyme.mit.edu/cibench/api --token ${{ secrets.GRAPH_TOKEN }}
+          done
+      if: github.event_name != 'pull_request' && matrix.build == 'Release'

src/tools/enzyme/.github/workflows/ccpp.yml

@@ -34,9 +34,7 @@ jobs:
             sudo sed -i 's/add_executable(llvm-omp-device-info IMPORTED)//g' /usr/lib/llvm-${{matrix.llvm}}/lib/cmake/llvm/LLVMExports*.cmake
             sudo sed -i 's/llvm-omp-device-info//g' /usr/lib/llvm-${{matrix.llvm}}/lib/cmake/llvm/LLVMExports*.cmake
           fi
-    - uses: actions/checkout@v1
-      with:
-          fetch-depth: 1
+    - uses: actions/checkout@v3
     - name: mkdir
       run: cd enzyme && rm -rf build && mkdir build
     - name: cmake

src/tools/enzyme/.github/workflows/doxygen.yml

@@ -9,7 +9,7 @@ jobs:
   docs:
     runs-on: ubuntu-20.04
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
 
       - uses: mattnotmitt/doxygen-action@v1.9.2
         with:

src/tools/enzyme/.github/workflows/enzyme-ci.yml

@@ -1,6 +1,10 @@
 name: Enzyme CI
 
-on: [push]
+on: 
+  push:
+    branches:
+      - main
+  pull_request:
 
 jobs:
   build-linux:
@@ -37,7 +41,7 @@ jobs:
             sudo sed -i 's/add_executable(llvm-omp-device-info IMPORTED)//g' /usr/lib/llvm-${{matrix.llvm}}/lib/cmake/llvm/LLVMExports*.cmake
             sudo sed -i 's/llvm-omp-device-info//g' /usr/lib/llvm-${{matrix.llvm}}/lib/cmake/llvm/LLVMExports*.cmake
           fi
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
     - name: mkdir
       run: cd enzyme && rm -rf build && mkdir build
     - name: cmake
@@ -51,7 +55,10 @@ jobs:
     - name: make check-activityanalysis
       run: cd enzyme/build && make check-activityanalysis -j`nproc`
     - name: make check-enzyme
-      run: cd enzyme/build && make check-enzyme -j`nproc`
+      run: cd enzyme/build && make check-enzyme-bench -j`nproc`
+    - name: graph results
+      run: python3 enzyme/test/upload-results.py enzyme/build/test/Enzyme/results.json --url https://enzyme.mit.edu/cibench/api --token ${{ secrets.GRAPH_TOKEN }}
+      if: github.event_name != 'pull_request' && matrix.build == 'Release'
 
   build-macos:
     name: Enzyme CI LLVM ${{ matrix.llvm }} ${{ matrix.build }} macOS
@@ -60,28 +67,58 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        llvm: ["8", "9", "11", "12", "13"] #, "14"]
+        llvm: ["8", "9", "11", "12", "13", "14", "15"]
         build: ["Release", "Debug"] # "RelWithDebInfo"
 
     timeout-minutes: 30 
     steps:
     - name: add llvm 
       run: |
+          brew update
           brew install llvm@${{ matrix.llvm }} autoconf make cmake gcc libtool
           sudo python3 -m pip install --upgrade pip setuptools
-          sudo python3 -m pip install lit
-    - uses: actions/checkout@v2
+          sudo python3 -m pip install lit requests
+    - uses: actions/checkout@v3
     - name: mkdir
       run: cd enzyme && rm -rf build && mkdir build
     - name: cmake
       run: |
-          cd enzyme/build 
-          cmake .. -DCMAKE_BUILD_TYPE=${{ matrix.build }} -DLLVM_EXTERNAL_LIT=`which lit` -DLLVM_DIR=`brew --prefix llvm@${{ matrix.llvm }}`/lib/cmake/llvm
+          llvm_prefix=`brew --prefix llvm@${{ matrix.llvm }}`
+          cd enzyme/build
+          cmake .. -DCMAKE_BUILD_TYPE=${{ matrix.build }} -DLLVM_EXTERNAL_LIT=`which lit` -DLLVM_DIR=${llvm_prefix}/lib/cmake/llvm
     - name: make
       run: cd enzyme/build && make -j 3
     - name: make check-typeanalysis
       run: cd enzyme/build && make check-typeanalysis -j 3
     - name: make check-activityanalysis
       run: cd enzyme/build && make check-activityanalysis -j 3
     - name: make check-enzyme
-      run: cd enzyme/build && make check-enzyme -j 3
+      run: cd enzyme/build && make check-enzyme-bench -j 3
+    - name: graph results
+      run: python3 enzyme/test/upload-results.py enzyme/build/test/Enzyme/results.json --url https://enzyme.mit.edu/cibench/api --token ${{ secrets.GRAPH_TOKEN }}
+      if: github.event_name != 'pull_request' && matrix.build == 'Release'
+
+  build-xcode:
+    name: Enzyme CI LLVM ${{ matrix.llvm }} ${{ matrix.build }} macOS XCode
+    runs-on: macos-latest
+
+    strategy:
+      fail-fast: false
+      matrix:
+        llvm: ["13"] #, "14"]
+        build: ["Release"] # "RelWithDebInfo"
+
+    timeout-minutes: 30
+    steps:
+    - name: add llvm
+      run: |
+          brew install llvm@${{ matrix.llvm }} autoconf make cmake gcc libtool
+          sudo python3 -m pip install --upgrade pip setuptools
+          sudo python3 -m pip install lit
+    - uses: actions/checkout@v3
+    - name: mkdir
+      run: cd enzyme && rm -rf build && mkdir build
+    - name: cmake
+      run: |
+          cd enzyme/build
+          cmake .. -GXcode -DCMAKE_BUILD_TYPE=${{ matrix.build }} -DLLVM_EXTERNAL_LIT=`which lit` -DLLVM_DIR=`brew --prefix llvm@${{ matrix.llvm }}`/lib/cmake/llvm

src/tools/enzyme/.github/workflows/enzyme-julia.yml

@@ -19,18 +19,16 @@ jobs:
         version:
           - '1.6'
           - '1.7'
-          - 'nightly'
+          - '1.8'
         os:
           - ubuntu-latest
           - macOS-latest
         arch:
           - x64
-    timeout-minutes: 30 
+    timeout-minutes: 60 
     steps:
-    - uses: actions/checkout@v2
-      with:
-        fetch-depth: 1
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
+    - uses: actions/checkout@v3
       with:
         repository: 'wsmoses/Enzyme.jl'
         path: ./jl

src/tools/enzyme/.github/workflows/enzyme-mlir.yml

@@ -0,0 +1,76 @@
+name: MLIR
+
+on:
+  push:
+    branches:
+    - main
+  pull_request:
+    branches:
+    - main
+
+jobs:
+  build-linux:
+    name: MLIR ${{ matrix.build }} ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+
+    strategy:
+      fail-fast: false
+      matrix:
+        build: ["Release", "Debug"] # "RelWithDebInfo"
+        llbuild: ["Release"]
+        os: [openstack22]
+
+    timeout-minutes: 500 
+    steps:
+    - name: add llvm 
+      run: |
+          sudo rm -f /etc/apt/sources.list.d/*llvm*.list
+          sudo apt-get update
+          sudo apt-get install -y ninja-build git autoconf cmake gcc g++ libtool gfortran python3 python3-dev 
+    - uses: actions/checkout@v3
+    - uses: actions/checkout@v3
+      with:
+        repository: 'llvm/Polygeist'
+        path: 'Polygeist'
+        submodules: true
+
+    - name: Cache MLIR
+      id: cache-mlir
+      uses: actions/cache@v2
+      with:
+        path: mlir-build
+        key: ${{ matrix.llbuild }}-${{ matrix.os }}-mlir-${{ hashFiles('Polygeist/.git/modules/llvm-project/HEAD') }}
+
+    - name: MLIR build
+      if: steps.cache-mlir.outputs.cache-hit != 'true'
+      run: |
+        mkdir mlir-build
+        cd mlir-build
+        cmake ../Polygeist/llvm-project/llvm -GNinja -DLLVM_ENABLE_PROJECTS="llvm;clang;mlir;openmp" -DCMAKE_BUILD_TYPE=${{ matrix.llbuild }} -DLLVM_ENABLE_ASSERTIONS=ON -DLLVM_TARGETS_TO_BUILD=X86 -DLLVM_PARALLEL_LINK_JOBS=2
+        ninja -j2
+
+    - name: Cache Polygeist
+      id: cache-polygeist
+      uses: actions/cache@v2
+      with:
+        path: polygeist-build
+        key: ${{ matrix.llbuild }}-${{ matrix.os }}-polygeist-${{ hashFiles('Polygeist/.git/modules/llvm-project/HEAD') }}-${{ hashFiles('Polygeist/.git/refs/heads/main') }}
+
+    - name: Polygeist build
+      if: steps.cache-polygeist.outputs.cache-hit != 'true'
+      run: |
+        mkdir polygeist-build
+        cd polygeist-build
+        cmake ../Polygeist/ -GNinja -DMLIR_DIR=`pwd`/../mlir-build/lib/cmake/mlir -DLLVM_EXTERNAL_LIT=`pwd`/../mlir-build/bin/llvm-lit -DClang_DIR=`pwd`/../mlir-build/lib/cmake/clang -DCMAKE_BUILD_TYPE=${{ matrix.llbuild }}
+        ninja
+
+    - name: cmake
+      run: |
+          cd enzyme && mkdir build
+          cd build 
+          cmake .. -GNinja -DCMAKE_BUILD_TYPE=${{ matrix.build }} -DLLVM_DIR=`pwd`/../../mlir-build -DENZYME_MLIR=ON
+    - name: make
+      run: cd enzyme/build && ninja
+    - name: make check-enzymemlir
+      run: cd enzyme/build && ninja check-enzymemlir
+

src/tools/enzyme/.github/workflows/format.yml

@@ -8,12 +8,10 @@ jobs:
     runs-on: ubuntu-20.04
 
     steps:
-    - uses: actions/checkout@v1
-      with:
-          fetch-depth: 1
+    - uses: actions/checkout@v3
     - uses: DoozyX/clang-format-lint-action@v0.11
       with:
         source: 'enzyme/Enzyme'
         exclude: './CMakeLists.txt enzyme/Enzyme/SCEV'
         style: 'llvm'
-        clangFormatVersion: 11
+        clangFormatVersion: 11

src/tools/enzyme/.github/workflows/tagger.yml

@@ -17,16 +17,14 @@ jobs:
         private_key: ${{ secrets.APP_PRIVATE_KEY }}
         repository: JuliaPackaging/Yggdrasil
 
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
       with:
           repository: 'JuliaPackaging/Yggdrasil'
-          fetch-depth: 1
           path: ygg
 
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
       with:
-          fetch-depth: 1
-          path: enz
+        path: enz
     - name: replace
       run: |
           cd ygg

src/tools/enzyme/.gitignore

@@ -3,9 +3,9 @@
 *.out
 build
 .vscode
-
-
-# Added by cargo
-
-/target
-Cargo.lock
+enzyme/benchmarks/ReverseMode/*/*.ll
+enzyme/benchmarks/ReverseMode/*/*.bc
+enzyme/benchmarks/ReverseMode/*/*.o
+enzyme/benchmarks/ReverseMode/*/*.exe
+enzyme/benchmarks/ReverseMode/*/results.txt
+enzyme/benchmarks/ReverseMode/*/results.json

src/tools/enzyme/.packaging/build_tarballs.jl

@@ -11,10 +11,14 @@ repo = "https://github.com/EnzymeAD/Enzyme.git"
 auto_version = "%ENZYME_VERSION%"
 version = VersionNumber(split(auto_version, "/")[end])
 
-llvm_versions = [v"11.0.1", v"12.0.1", v"13.0.1", v"14.0.2"]
+llvm_versions = [v"11.0.1", v"12.0.1", v"13.0.1", v"14.0.2", v"15.0.7"]
 
 # Collection of sources required to build attr
-sources = [GitSource(repo, "%ENZYME_HASH%")]
+sources = [
+    GitSource(repo, "%ENZYME_HASH%"),
+    ArchiveSource("https://github.com/phracker/MacOSX-SDKs/releases/download/10.15/MacOSX10.14.sdk.tar.xz",
+                  "0f03869f72df8705b832910517b47dd5b79eb4e160512602f593ed243b28715f"),
+]
 
 # These are the platforms we will build for by default, unless further
 # platforms are passed in on the command line
@@ -24,6 +28,16 @@ platforms = expand_cxxstring_abis(supported_platforms(; experimental=true))
 script = raw"""
 cd Enzyme
 
+if [[ "${bb_full_target}" == x86_64-apple-darwin*llvm_version+15.asserts* ]]; then
+    # LLVM 15 requires macOS SDK 10.14.
+    pushd $WORKSPACE/srcdir/MacOSX10.*.sdk
+    rm -rf /opt/${target}/${target}/sys-root/System
+    cp -ra usr/* "/opt/${target}/${target}/sys-root/usr/."
+    cp -ra System "/opt/${target}/${target}/sys-root/."
+    export MACOSX_DEPLOYMENT_TARGET=10.14
+    popd
+fi
+
 # 1. Build HOST
 NATIVE_CMAKE_FLAGS=()
 NATIVE_CMAKE_FLAGS+=(-DENZYME_CLANG=ON)
@@ -38,13 +52,14 @@ NATIVE_CMAKE_FLAGS+=(-DBC_LOAD_FLAGS="-target ${target} --sysroot=/opt/${target}
 
 cmake -B build-native -S enzyme -GNinja "${NATIVE_CMAKE_FLAGS[@]}"
 
-# Only build blasheaders (and eventually tblgen)
-ninja -C build-native -j ${nproc} blasheaders
+# Only build blasheaders and tblgen
+ninja -C build-native -j ${nproc} blasheaders enzyme-tblgen
 
 # 2. Cross-compile
 CMAKE_FLAGS=()
 CMAKE_FLAGS+=(-DENZYME_EXTERNAL_SHARED_LIB=ON)
 CMAKE_FLAGS+=(-DBC_LOAD_HEADER=`pwd`/build-native/BCLoad/gsl/blas_headers.h)
+CMAKE_FLAGS+=(-DEnzyme_TABLEGEN_EXE=`pwd`/build-native/tools/enzyme-tblgen/enzyme-tblgen)
 CMAKE_FLAGS+=(-DENZYME_CLANG=OFF)
 # RelWithDebInfo for decent performance, with debugability
 CMAKE_FLAGS+=(-DCMAKE_BUILD_TYPE=RelWithDebInfo)
@@ -94,6 +109,11 @@ for llvm_version in llvm_versions, llvm_assertions in (false, true)
         LibraryProduct(["libEnzymeBCLoad-$(llvm_version.major)", "libEnzymeBCLoad"], :libEnzymeBCLoad, dont_dlopen=true),
     ]
 
+    if llvm_version >= v"15"
+        # We don't build LLVM 15 for i686-linux-musl.
+        filter!(p -> !(arch(p) == "i686" && libc(p) == "musl"), platforms)
+    end
+
     for platform in platforms
         augmented_platform = deepcopy(platform)
         augmented_platform[LLVM.platform_name] = LLVM.platform(llvm_version, llvm_assertions)