FasterBase64
An implementation of a fast base64 encoding algorithm in C#. The algorithm is described in Faster Base64 Encoding and Decoding Using AVX2 Instructions by Wojciech Muła and Daniel Lemire.
Benchmarks (see below) show that this implementation is
about 8-10 times faster than the standard .NET implementation
in System.Convert.TryToBase64Chars()
and System.Convert.TryFromBase64Chars()
.
We provide re-implementations of these two methods
within a static class FasterBase64.Convert
.
FasterBase64.Convert.TryToBase64Chars()
works the same way asSystem.Convert.TryToBase64Chars()
;FasterBase64.FasterBase64.TryFromBase64Chars()
works the same way asSystem.Convert.TryFromBase64Chars()
, if the input does not contain whitespace. The standard .NET implementation differs from the RFC4648 standard in that it allows whitespace in the data. If you need an implementation that skips whitespace, it is easy to copy the data, omitting whitespace, and then callSystem.FasterBase64.TryFromBase64Chars()
. We believe that (in all reasonable cases) this is still faster than using the standard implementation.
Benchmarks for encoding
AMD Ryzen 9 3950X 16-Core Processor, 3493 Mhz, Windows 10.0.22509, .NET 6.0.0 (6.0.21.52210)
Method | N | Mean | Error | StdDev |
---|---|---|---|---|
Old | 100 | 95.05 ns | 0.758 ns | 0.672 ns |
New | 100 | 25.06 ns | 0.507 ns | 0.498 ns |
Old | 1000 | 872.76 ns | 11.321 ns | 10.036 ns |
New | 1000 | 92.05 ns | 0.633 ns | 0.592 ns |
Old | 10000 | 8,723.65 ns | 79.673 ns | 74.526 ns |
New | 10000 | 724.58 ns | 9.693 ns | 9.067 ns |
Here "Old" denotes usage of System.Convert.TryToBase64Chars()
,
"New" denotes usage of FasterBase64.Convert.TryToBase64Chars()
,
"N" is the size of input byte array.
Benchmarks for decoding
AMD Ryzen 9 3950X 16-Core Processor, 3493 Mhz, Windows 10.0.22509, .NET 6.0.0 (6.0.21.52210)
Method | N | Mean | Error | StdDev |
---|---|---|---|---|
Old | 100 | 94.66 ns | 0.839 ns | 0.743 ns |
New | 100 | 54.08 ns | 0.547 ns | 0.457 ns |
Old | 1000 | 831.63 ns | 9.560 ns | 8.474 ns |
New | 1000 | 131.31 ns | 1.085 ns | 0.906 ns |
Old | 10000 | 8,254.94 ns | 64.406 ns | 57.094 ns |
New | 10000 | 1,011.61 ns | 6.320 ns | 5.602 ns |
Here "Old" denotes usage of System.Convert.TryFromBase64Chars()
,
"New" denotes usage of FasterBase64.Convert.TryFromBase64Chars()
,
"N" is the size of byte array, that is then encoded in base64 using
System.Convert.TryToBase64Chars()
to form input to the
benchmarked methods.
Caveats
- Although we believe the implementation to be reasonably well tested, there might still be bugs.
- The implementation uses AVX2 instructions, but does not check if AVX2
is available. AVX2 support can be easily checked by querying the property
System.Runtime.Intrinsics.X86.Avx2.IsSupported
.
TODO
- NuGet package.
License
- Copyright (c) Alexander Luzgarev, 2021, under the GPL license.