Skip to content

Latest commit

 

History

History
91 lines (67 loc) · 3.56 KB

implementation-selection.md

File metadata and controls

91 lines (67 loc) · 3.56 KB
Raw

CPU Architecture-Specific Implementations

Overview

The simdjson library takes advantage of SIMD instruction sets such as NEON, SSE and AVX to achieve much of its speed. Because these instruction sets work differently, simdjson has to compile a different version of the JSON parser for different CPU architectures, often with different algorithms to take better advantage of a given CPU!

The current implementations are:

  • haswell: AVX2 (2013 Intel Haswell or later)
  • westmere: SSE4.2 (2010 Westmere or later).
  • arm64: 64-bit ARMv8-A NEON
  • fallback: A generic implementation that runs on any 64-bit processor.

In many cases, you don't know where your compiled binary is going to run, so simdjson automatically compiles all the implementations into the executable. On Intel, it will include 3 implementations (haswell, westmere and fallback), and on ARM it will include 2 (arm64 and fallback).

If you know more about where you're going to run and want to save the space, you can disable any of these implementations at compile time with -DSIMDJSON_IMPLEMENTATION_X=0 (where X is HASWELL, WESTMERE, ARM64 and FALLBACK).

The simdjson library automatically sets header flags for each implementation as it compiles; there is no need to set architecture-specific flags yourself (e.g., -mavx2, /AVX2 or -march=haswell), and it may even break runtime dispatch and your binaries will fail to run on older processors.

Runtime CPU Detection

When you first use simdjson, it will detect the CPU you're running on, and swap over to the fastest implementation for it. This is a small, one-time cost and for many people will be paid the first time they call parse() or load().

Inspecting the Detected Implementation

You can check what implementation is running with active_implementation:

cout << "simdjson v" << #SIMDJSON_VERSION << endl;
cout << "Detected the best implementation for your machine: " << simdjson::active_implementation->name();
cout << "(" << simdjson::active_implementation->description() << ")" << endl;

Implementation detection will happen in this case when you first call name().

Querying Available Implementations

You can list all available implementations, regardless of which one was selected:

for (auto implementation : simdjson::available_implementations) {
  cout << implementation->name() << ": " << implementation->description() << endl;
}

And look them up by name:

cout << simdjson::available_implementations["fallback"]->description() << endl;

Manually Selecting the Implementation

If you're trying to do performance tests or see how different implementations of simdjson run, you can select the CPU architecture yourself:

// Use the fallback implementation, even though my machine is fast enough for anything
simdjson::active_implementation = simdjson::available_implementations["fallback"];

Further Reading