1. Libpng: to run Halide benchmarks.

    # On Ubuntu
    sudo apt-get install libpng-dev
    
    # On MacOS
    sudo brew install libpng
   

2. Libjpeg: to run Halide benchmarks.

    # On Ubuntu
    sudo apt-get install libjpeg-dev
    
    # On MacOS
    sudo brew install libjpeg
   

Edit the file configure.cmake to set the variables USE_LIBPNG and USE_JPEG to TRUE and to set the variable MKL_PREFIX to point to the Intel MKL library. An example of how the MKL_PREFIX variable should be set is available in configure.cmake.

In order to use the JPEG library, first you need to recompile Halide with JPEG support. In order to do that, edit the file utils/scripts/install_submodules.sh to set the variable USE_LIBJPEG to 1 and then re-run the Tiramisu installation script (utils/scripts/install_submodules.sh). This will recompile Halide with JPEG support.

To run all the benchmarks, assuming you are in the build/ directory

make benchmarks

To run only one benchmark (cvtcolor for example)

make run_benchmark_cvtcolor

If you want to force the rebuild of a given benchmark, add -B option.

make -B run_benchmark_cvtcolor

This will rebuild tiramisu, rebuild all the stage of code generation and run the benchmark.

To add a given benchmark to the build system, add its name in the file benchmarks/benchmark_list.txt.

1. Intel MKL: to run BLAS and DNN benchmarks.

    # Download and install Intel MKL from:
    https://software.intel.com/mkl
   

• To run linear algebra benchmarks, you need to specify the path to Intel MKL in the configuration file configure_paths.sh. Edit that file to provide the path to Intel MKL.

To run a given benchmark

    ./compile_and_run_benchmarks.sh <path-to-benchmark> <benchmark-name>

Example

    ./compile_and_run_benchmarks.sh linear_algebra/blas/level3/sgemm/cpu/ sgemm

This will compile and run the baryon benchmark.

Contains a set of benchmark programs that are used to evaluate the cost model of the auto-scheduler.

The same as for Halide benchmarks:

1. Libpng
2. Libjpeg

Check the Halide benchmarks section above for the installation and configuration.

To run a given benchmark

    cd auto-scheduler_benchmarks/<benchmark-name>
    ./compile_and_run.sh

Example

    cd auto-scheduler_benchmarks/heat3d
    ./compile_and_run.sh

This will compile and run the heat3d benchmark.

To run a given benchmark

    ./compile_and_run_benchmarks.sh <path-to-benchmark> <benchmark-name>

Example

    ./compile_and_run_benchmarks.sh tensors/baryon/ baryon

This will compile and run the baryon benchmark.