Intel(r) SPMD Program Compiler
ispc is a compiler for a variant of the C programming language, with
extensions for single program, multiple data programming. Under the SPMD model,
the programmer writes a program that generally appears to be a regular
serial program, though the execution model is actually that a number of
program instances execute in parallel on the hardware.
ispc compiles a C-based SPMD programming language to run on the SIMD
units of CPUs; it frequently provides a 3x or more speedup on CPUs with
4-wide vector SSE units and 5x-6x on CPUs with 8-wide AVX vector units,
without any of the difficulty of writing intrinsics code. Parallelization
across multiple cores is also supported by
ispc, making it
possible to write programs that achieve performance improvement that scales
by both number of cores and vector unit size.
There are a few key principles in the design of
- To build a small set of extensions to the C language that would deliver excellent performance to performance-oriented programmers who want to run SPMD programs on the CPU.
- To provide a thin abstraction layer between the programmer and the hardware--in particular, to have an execution and data model where the programmer can cleanly reason about the mapping of their source program to compiled assembly language and the underlying hardware.
- To make it possible to harness the computational power of SIMD vector units without the extremely low-programmer-productivity activity of directly writing intrinsics.
- To explore opportunities from close coupling between C/C++ application code and SPMD
ispccode running on the same processor--to have lightweight function calls between the two languages and to share data directly via pointers without copying or reformatting.
ispc is an open source compiler with the BSD license. It uses the
remarkable LLVM Compiler Infrastructure for back-end
code generation and optimization and is hosted on
github. It supports Windows, Mac, and
Linux, with both x86 and x86-64 targets. It currently supports the SSE2,
SSE4, AVX, AVX2, and AVX512 instruction sets.
ispc provides a number of key features to developers:
- Familiarity as an extension of the C programming language:
ispcsupports familiar C syntax and programming idioms, while adding the ability to write SPMD programs.
- High-quality SIMD code generation: the performance of code generated by
ispcis often close to that of hand-written intrinsics code.
- Ease of adoption with existing software systems: functions written in
ispcdirectly interoperate with application functions written in C/C++ and with application data structures.
- Portability across over a decade of CPU generations:
ispchas targets for SSE2, SSE4, AVX, AVX2, and AVX512.
- Portability across operating systems: Microsoft Windows, Mac OS X, and Linux are all supported by
- Debugging with standard tools:
ispcprograms can be debugged with standard debuggers.