I am using Mac OS X Sierra, and I found that clang (LLVM version 8.1.0 (clang-802.0.38)) does not support OpenMP: when I run clang -fopenmp program_name.c, I got the following error:

clang: error: unsupported option '-fopenmp'

It seems that clang does not support -fopenmp flag.

I could not find any openmp library in homebrew. According to LLVM website, LLVM already supports OpenMP. But I could not find a way to enable it during compiling.

Does this mean that the default clang in Mac does not support OpenMP? Could you provide any suggestions?

(When I switch to GCC to compile the same program (gcc is installed using brew install gcc --without-multilib), and the compilation is successful.)

4 Answers

1. Try using Homebrew's llvm:

   brew install llvm 

2. You then have all the llvm binaries in /usr/local/opt/llvm/bin.

   Compile the OpenMP Hello World program. Put omp_hello.c

   /****************************************************************************** * FILE: omp_hello.c * DESCRIPTION: * OpenMP Example - Hello World - C/C++ Version * In this simple example, the master thread forks a parallel region. * All threads in the team obtain their unique thread number and print it. * The master thread only prints the total number of threads. Two OpenMP * library routines are used to obtain the number of threads and each * thread's number. * AUTHOR: Blaise Barney 5/99 * LAST REVISED: 04/06/05 ******************************************************************************/ #include <omp.h> #include <stdio.h> #include <stdlib.h> int main (int argc, char *argv[]) { int nthreads, tid; /* Fork a team of threads giving them their own copies of variables */ #pragma omp parallel private(nthreads, tid) { /* Obtain thread number */ tid = omp_get_thread_num(); printf("Hello World from thread = %d\n", tid); /* Only master thread does this */ if (tid == 0) { nthreads = omp_get_num_threads(); printf("Number of threads = %d\n", nthreads); } } /* All threads join master thread and disband */ } 

   in a file and use:

   /usr/local/opt/llvm/bin/clang -fopenmp -L/usr/local/opt/llvm/lib omp_hello.c -o hello 

   You might also have to set the CPPFLAGS with -I/usr/local/opt/llvm/include.

   The makefile should look like this:

   CPP = /usr/local/opt/llvm/bin/clang CPPFLAGS = -I/usr/local/opt/llvm/include -fopenmp LDFLAGS = -L/usr/local/opt/llvm/lib omp_hello: omp_hello.c $(CPP) $(CPPFLAGS) $^ -o $@ $(LDFLAGS) 

Update

In macOS 10.14 (Mojave) you might get an error like

/usr/local/Cellar/llvm/7.0.1/lib/clang/7.0.1/include/omp.h:118:13: fatal error: 'stdlib.h' file not found 

If this happens, the macOS SDK headers are missing from /usr/include. They moved into the SDK itself with Xcode 10. Install the headers into /usr/include with

open /Library/Developer/CommandLineTools/Packages/macOS_SDK_headers_for_macOS_10.14.pkg 

Other people have given one solution (using Homebrew llvm). You can also use OpenMP with Apple Clang and Homebrew libomp (brew install libomp). Just replace a command like clang -fopenmp test.c with clang -Xpreprocessor -fopenmp test.c -lomp.

MacOS Mojave with CMake

1. Install LLVM with openmp and libomp with brew

    brew update brew install llvm libomp 

2. add include directories and link directories in CMakeList.txt

    include_directories("/usr/local/include" "/usr/local/opt/llvm/include") link_directories("/usr/local/lib" "/usr/local/opt/llvm/lib") 

3. run CMake with the new compilers

    cmake -DCMAKE_C_COMPILER="/usr/local/opt/llvm/bin/clang" -DCMAKE_CXX_COMPILER="/usr/local/opt/llvm/bin/clang++" .. 

The clang version is 7.0.1 at time of writing

Conda-Based Compilation Environment

Conda uses clang for OSX compilation (umbrella package cxx-compiler), but I hit similar issues with using llvm-openmp and the -fopenmp flag throwing errors. Solution is rather similar to other answers, but I am including here in case others have more exactly this issue.

Specific solution was to include the Conda environment's include/ directory in the CFLAGS, namely:

CFLAGS="-I${CONDA_PREFIX}/include" 

Note, I also needed to add -lstdc++ -Wl,-rpath ${CONDA_PREFIX}/lib -L${CONDA_PREFIX}/lib when linking, similar to this GitHub Issue.