New auto-vectorization framework

.github/workflows/gha_ci.yml

@@ -19,7 +19,7 @@ jobs:
       - uses: actions/checkout@v3
       - name: Build
         run: bash tools/gha_osx_static.sh
-  windows_2019:
+  windows_2019_llvm12:
     runs-on: windows-2019
     steps:
       - uses: actions/checkout@v3
@@ -28,13 +28,57 @@ jobs:
       - uses: conda-incubator/setup-miniconda@v2
         with:
           auto-update-conda: true
-          python-version: 3.8
+          python-version: "3.10"
           channels: conda-forge
           channel-priority: strict
       - name: Build
         shell: pwsh
         run: |
-          conda install -y cmake 'llvmdev=14.*' tbb-devel tbb boost-cpp xtensor xtensor-blas blas blas-devel 'fmt=9.*' spdlog sleef zlib libzlib 'mppp>=0.27'
+          conda install -y cmake 'llvmdev=12.*' tbb-devel tbb boost-cpp xtensor xtensor-blas blas blas-devel fmt spdlog sleef zlib libzlib 'mppp>=0.27'
+          mkdir build
+          cd build
+          cmake ../ -G "Visual Studio 16 2019" -A x64 -DHEYOKA_BUILD_TESTS=yes -DHEYOKA_WITH_MPPP=yes -DHEYOKA_BUILD_TUTORIALS=ON -DHEYOKA_ENABLE_IPO=yes -DBoost_NO_BOOST_CMAKE=ON -DHEYOKA_WITH_SLEEF=yes -DMPPP_GMP_INCLUDE_DIR=C:\Miniconda\envs\test\Library\include -DMPPP_GMP_LIBRARY=C:\Miniconda\envs\test\Library\lib\mpir.lib
+          cmake --build . --config Release
+          copy Release\heyoka.dll test\Release\
+          ctest -j4 -V -C Release
+  windows_2019_llvm13:
+    runs-on: windows-2019
+    steps:
+      - uses: actions/checkout@v3
+      - name: Add msbuild to PATH
+        uses: microsoft/[email protected]
+      - uses: conda-incubator/setup-miniconda@v2
+        with:
+          auto-update-conda: true
+          python-version: "3.10"
+          channels: conda-forge
+          channel-priority: strict
+      - name: Build
+        shell: pwsh
+        run: |
+          conda install -y cmake 'llvmdev=13.*' tbb-devel tbb boost-cpp xtensor xtensor-blas blas blas-devel fmt spdlog sleef zlib libzlib 'mppp>=0.27'
+          mkdir build
+          cd build
+          cmake ../ -G "Visual Studio 16 2019" -A x64 -DHEYOKA_BUILD_TESTS=yes -DHEYOKA_WITH_MPPP=yes -DHEYOKA_BUILD_TUTORIALS=ON -DHEYOKA_ENABLE_IPO=yes -DBoost_NO_BOOST_CMAKE=ON -DHEYOKA_WITH_SLEEF=yes -DMPPP_GMP_INCLUDE_DIR=C:\Miniconda\envs\test\Library\include -DMPPP_GMP_LIBRARY=C:\Miniconda\envs\test\Library\lib\mpir.lib
+          cmake --build . --config Release
+          copy Release\heyoka.dll test\Release\
+          ctest -j4 -V -C Release
+  windows_2019_llvm14:
+    runs-on: windows-2019
+    steps:
+      - uses: actions/checkout@v3
+      - name: Add msbuild to PATH
+        uses: microsoft/[email protected]
+      - uses: conda-incubator/setup-miniconda@v2
+        with:
+          auto-update-conda: true
+          python-version: "3.10"
+          channels: conda-forge
+          channel-priority: strict
+      - name: Build
+        shell: pwsh
+        run: |
+          conda install -y cmake 'llvmdev=14.*' tbb-devel tbb boost-cpp xtensor xtensor-blas blas blas-devel fmt spdlog sleef zlib libzlib 'mppp>=0.27'
           mkdir build
           cd build
           cmake ../ -G "Visual Studio 16 2019" -A x64 -DHEYOKA_BUILD_TESTS=yes -DHEYOKA_WITH_MPPP=yes -DHEYOKA_BUILD_TUTORIALS=ON -DHEYOKA_ENABLE_IPO=yes -DBoost_NO_BOOST_CMAKE=ON -DHEYOKA_WITH_SLEEF=yes -DMPPP_GMP_INCLUDE_DIR=C:\Miniconda\envs\test\Library\include -DMPPP_GMP_LIBRARY=C:\Miniconda\envs\test\Library\lib\mpir.lib
@@ -100,9 +144,3 @@ jobs:
       - uses: actions/checkout@v3
       - name: Build
         run: bash tools/gha_llvm11_conda_asan.sh
-  conda_llvm10_asan:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-      - name: Build
-        run: bash tools/gha_llvm10_conda_asan.sh

CMakeLists.txt

@@ -11,7 +11,7 @@ if(NOT CMAKE_BUILD_TYPE)
 	FORCE)
 endif()
 
-project(heyoka VERSION 1.1.0 LANGUAGES CXX C)
+project(heyoka VERSION 2.0.0 LANGUAGES CXX C)
 
 list(APPEND CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/cmake" "${CMAKE_CURRENT_SOURCE_DIR}/cmake/yacma")
 
@@ -143,13 +143,23 @@ if(YACMA_COMPILER_IS_MSVC)
 endif()
 
 # Mandatory dependency on LLVM.
+#
 # NOTE: do it early so that we can set up
 # compiler flags based on the LLVM version
 # if needed.
+#
+# NOTE: forcibly include GNUInstallDirs (even
+# though we might have already included it
+# earlier) in order to work around an apparent issue
+# in Findzstd.cmake triggered by the LLVM config-file packages.
+# See:
+#
+# https://github.com/llvm/llvm-project/issues/58558
+include(GNUInstallDirs)
 find_package(LLVM REQUIRED CONFIG)
 
-if(${LLVM_VERSION_MAJOR} LESS 10)
-  message(FATAL_ERROR "LLVM >= 10 is required.")
+if(${LLVM_VERSION_MAJOR} LESS 11)
+  message(FATAL_ERROR "LLVM >= 11 is required.")
 endif()
 
 # Mandatory dependency on fmt.
@@ -170,6 +180,7 @@ set(HEYOKA_SRC_FILES
     "${CMAKE_CURRENT_SOURCE_DIR}/src/detail/sum_sq.cpp"
     "${CMAKE_CURRENT_SOURCE_DIR}/src/detail/div.cpp"
     "${CMAKE_CURRENT_SOURCE_DIR}/src/detail/sub.cpp"
+    "${CMAKE_CURRENT_SOURCE_DIR}/src/detail/vector_math.cpp"
     # NOTE: this will be an empty file in case we are not
     # building with support for real.
     "${CMAKE_CURRENT_SOURCE_DIR}/src/detail/real_helpers.cpp"
@@ -275,13 +286,9 @@ set(HEYOKA_SRC_FILES
     "${CMAKE_CURRENT_SOURCE_DIR}/src/math/prod.cpp"
     "${CMAKE_CURRENT_SOURCE_DIR}/src/math/constants.cpp"
     "${CMAKE_CURRENT_SOURCE_DIR}/src/detail/string_conv.cpp"
-    "${CMAKE_CURRENT_SOURCE_DIR}/src/detail/math_wrappers.cpp"
     "${CMAKE_CURRENT_SOURCE_DIR}/src/detail/logging_impl.cpp"
     "${CMAKE_CURRENT_SOURCE_DIR}/src/step_callback.cpp"
     "${CMAKE_CURRENT_SOURCE_DIR}/src/llvm_state_mem_cache.cpp"
-    # NOTE: sleef.cpp needs to be compiled even if we are not
-    # building with sleef support on.
-    "${CMAKE_CURRENT_SOURCE_DIR}/src/detail/sleef.cpp"
 )
 
 if(HEYOKA_WITH_SLEEF)
@@ -476,7 +483,7 @@ set(_HEYOKA_MIN_MPPP_VERSION "0.27")
 if(HEYOKA_WITH_MPPP)
     find_package(mp++ REQUIRED CONFIG)
     if(${mp++_VERSION} VERSION_LESS ${_HEYOKA_MIN_MPPP_VERSION})
-        message(FATAL_ERROR "mp++ >= ${_HEYOKA_MIN_MPPP_VERSION} is required.")
+        message(FATAL_ERROR "mp++ >= ${_HEYOKA_MIN_MPPP_VERSION} is required, but version ${mp++_VERSION} was found instead.")
     endif()
 
     # NOTE: this is necessary for the serialisation of several classes.

doc/breaking_changes.rst

@@ -3,6 +3,14 @@
 Breaking changes
 ================
 
+.. _bchanges_2_0_0:
+
+2.0.0
+-----
+
+- The minimum supported LLVM version has been bumped
+  from 10 to 11.
+
 .. _bchanges_1_0_0:
 
 1.0.0

doc/changelog.rst

@@ -1,12 +1,15 @@
 Changelog
 =========
 
-1.1.0 (unreleased)
+2.0.0 (unreleased)
 ------------------
 
 New
 ~~~
 
+- heyoka can now automatically vectorise scalar calls to
+  floating-point math functions
+  (`#342 <https://github.com/bluescarni/heyoka/pull/342>`__).
 - Implement an in-memory cache for ``llvm_state``. The cache is used
   to avoid re-optimising and re-compiling LLVM code which has
   already been optimised and compiled during the program execution
@@ -18,6 +21,12 @@ New
 Changes
 ~~~~~~~
 
+- **BREAKING**: the minimum supported LLVM version is now 11
+  (`#342 <https://github.com/bluescarni/heyoka/pull/342>`__).
+  This is a :ref:`breaking change <bchanges_2_0_0>`.
+- The LLVM SLP vectorizer is now enabled when JIT compiling
+  with optimisations
+  (`#341 <https://github.com/bluescarni/heyoka/pull/341>`__).
 - The optimisation level for an ``llvm_state`` is now clamped
   within the ``[0, 3]`` range
   (`#340 <https://github.com/bluescarni/heyoka/pull/340>`__).

doc/install.rst

@@ -25,7 +25,7 @@ The tested and supported CPU architectures at this time are x86-64,
 
 heyoka has the following **mandatory** dependencies:
 
-* the `LLVM <https://llvm.org/>`__ compiler infrastructure library (version >= 10),
+* the `LLVM <https://llvm.org/>`__ compiler infrastructure library (version >= 11),
 * the `Boost <https://www.boost.org/>`__ C++ libraries (version >= 1.69),
 * the `{fmt} <https://fmt.dev/latest/index.html>`__ library,
 * the `spdlog <https://github.com/gabime/spdlog>`__ library,

include/heyoka/detail/llvm_helpers.hpp

@@ -113,8 +113,6 @@ HEYOKA_DLL_PUBLIC std::string llvm_type_name(llvm::Type *);
 
 HEYOKA_DLL_PUBLIC bool compare_function_signature(llvm::Function *, llvm::Type *, const std::vector<llvm::Type *> &);
 
-HEYOKA_DLL_PUBLIC llvm::Value *call_extern_vec(llvm_state &, const std::vector<llvm::Value *> &, const std::string &);
-
 void llvm_append_block(llvm::Function *, llvm::BasicBlock *);
 
 // Math helpers.
@@ -141,7 +139,6 @@ HEYOKA_DLL_PUBLIC llvm::Value *llvm_sgn(llvm_state &, llvm::Value *);
 
 HEYOKA_DLL_PUBLIC llvm::Value *llvm_ui_to_fp(llvm_state &, llvm::Value *, llvm::Type *);
 
-HEYOKA_DLL_PUBLIC llvm::Value *llvm_modulus(llvm_state &, llvm::Value *, llvm::Value *);
 HEYOKA_DLL_PUBLIC llvm::Value *llvm_abs(llvm_state &, llvm::Value *);
 HEYOKA_DLL_PUBLIC llvm::Value *llvm_floor(llvm_state &, llvm::Value *);
 

include/heyoka/detail/llvm_vector_type.hpp

@@ -9,7 +9,6 @@
 #ifndef HEYOKA_DETAIL_LLVM_VECTOR_TYPE_HPP
 #define HEYOKA_DETAIL_LLVM_VECTOR_TYPE_HPP
 
-#include <llvm/Config/llvm-config.h>
 #include <llvm/IR/DerivedTypes.h>
 
 #include <heyoka/config.hpp>
@@ -21,16 +20,8 @@ namespace detail
 
 // NOTE: this is a convenience typedef for the LLVM
 // vector type used internally by heyoka. It is a vector
-// whose size is fixed at compile time. In LLVM 10 we have
-// to use the generic VectorType class, from LLVM 11 onwards
-// there is a more specialised class.
-using llvm_vector_type =
-#if LLVM_VERSION_MAJOR == 10
-    llvm::VectorType
-#else
-    llvm::FixedVectorType
-#endif
-    ;
+// whose size is fixed at compile time.
+using llvm_vector_type = llvm::FixedVectorType;
 
 } // namespace detail
 

include/heyoka/detail/sleef.hpp → include/heyoka/detail/vector_math.hpp

@@ -6,23 +6,34 @@
 // Public License v. 2.0. If a copy of the MPL was not distributed
 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
 
-#ifndef HEYOKA_DETAIL_SLEEF_HPP
-#define HEYOKA_DETAIL_SLEEF_HPP
+#ifndef HEYOKA_DETAIL_VECTOR_MATH_HPP
+#define HEYOKA_DETAIL_VECTOR_MATH_HPP
 
 #include <cstdint>
 #include <string>
+#include <vector>
 
 #include <heyoka/config.hpp>
-#include <heyoka/detail/llvm_fwd.hpp>
-#include <heyoka/detail/visibility.hpp>
 
 HEYOKA_BEGIN_NAMESPACE
 
 namespace detail
 {
 
-HEYOKA_DLL_PUBLIC std::string sleef_function_name(llvm::LLVMContext &, const std::string &, llvm::Type *,
-                                                  std::uint32_t);
+struct vf_info {
+    // The name of the vector function
+    // to be invoked (e.g., from SLEEF).
+    std::string name;
+    // The vfabi attribute corresponding
+    // to the vector function.
+    std::string vf_abi_attr;
+    // Number of SIMD lanes.
+    std::uint32_t width = 0;
+    // Number of arguments.
+    std::uint32_t nargs = 0;
+};
+
+const std::vector<vf_info> &lookup_vf_info(const std::string &);
 
 } // namespace detail
 

include/heyoka/llvm_state.hpp

@@ -68,9 +68,7 @@ struct target_features {
 #endif
 };
 
-// NOTE: no need to make this DLL-public as long
-// as this is used only in library code.
-const target_features &get_target_features();
+HEYOKA_DLL_PUBLIC const target_features &get_target_features();
 
 } // namespace detail