hypersonic-rle-kit

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hypersonic-rle-kit

(★ 38)

The fastest Run-Length-Encoding on the Planet (for x64)

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### What is it?
- A collection of 120+ RLE and related codecs optimized for all kinds of different inputs and scenarios.
- Usually the fastest run length en/decoder by far. **Single Core Decompression Speeds > 34 GB/s and Compression Speeds > 28 GB/s have been observed with large files.** (small files can exceed 120 GB/s decode, 60 GB/s encode)
- Written in C.
- SIMD Variants for AVX-512F, AVX2, AVX, SSE4.1, SSSE3 and SSE2 variants are available for various decoders and encoders. Automatically picked at runtime based on the extensions available on the current platform.
- Variants include: Single RLE Symbol, Short Strings of RLE Symbols, Byte Alignmed, Symbol Aligned, 8 Bit, 16 Bit, 24 Bit, 32 Bit, 48 Bit, 64 Bit, 128 Bit, Different probabilities of reoccuring symbols, ...
- `OpenCL` variant available for some of the decoders.
- Licensed under Two Clause BSD.

### Benchmark
**See [Full Benchmark with Graphs](https://rainerzufalldererste.github.io/hypersonic-rle-kit/), the tables below only contain a tiny selection of the _100+ codecs_.**

<a href="https://rainerzufalldererste.github.io/hypersonic-rle-kit/"><img src="https://raw.githubusercontent.com/rainerzufalldererste/hypersonic-rle-kit/master/docs/screenshot.png" alt="hypersonic rle kit pareto graph screenshot" style="width: 100%;"></a>
 
 
 - Single-Threaded
 - Running on an `AMD Ryzen 9 7950X`, `32 GB DDR5-6000 CL30` on Windows 11.
 - Compiled with `Visual Studio 2022`.
 - Compared to [TurboRLE](https://github.com/powturbo/TurboRLE) and [MRLE](https://encode.su/threads/2121-No-more-encoding-overhead-in-Run-Length-Encoding-Read-about-Mespotine-RLE-here-) (with AVX2 enabled; benchmarking results have been converted from MB/s to MiB/s) (7f6e486, April 2023)
 - Contained Codecs w/ Compression / Decompression Speed vs. Ratio Pareto + Notable Entropy Highlighted

#### [video-frame.raw](https://www.dropbox.com/s/yvsl1lg98c4maq1/video_frame.raw?dl=1) (heavily quantized video frame DCTs, 88,473,600 Bytes)
| Type | Ratio | Encoding Speed | Decoding Speed | Entropy Compressible To |
| -- | --: | --: | --: | --: |
| 8 Bit | **19.34 %** | 3,319.6 MiB/s | **25,830.4 MiB/s** | 9.50 % |
| 8 Bit Packed | **17.95 %** | 2,907.5 MiB/s | **19,783.6 MiB/s** | 9.69 % |
| 8 Bit 1LUT Short | **16.93 %** | **2,365.1 MiB/s** | **11,069.1 MiB/s** | 9.87 % |
| 8 Bit 3LUT | **17.41 %** | 2,146.7 MiB/s | **15,819.2 MiB/s** | 9.80 % |
| 8 Bit 3LUT Short | **16.49 %** | **2,085.6 MiB/s** | **8,100.4 MiB/s** | 9.93 % |
| 8 Bit 7LUT | **17.46 %** | 2,094.6 MiB/s | **16,100.9 MiB/s** | 9.94 % |
| 8 Bit Single | **18.31 %** | 1,654.7 MiB/s | **23,750.2 MiB/s** | 9.71 % |
| 8 Bit Single Short | **17.05 %** | 1,414.4 MiB/s | **14,143.6 MiB/s** | 9.81 % |
| 16 Bit 1LUT Short (Symbol) | **18.23 %** | **3,783.5 MiB/s** | 13,705.5 MiB/s | 9.72 % |
| 16 Bit 1LUT Short (Byte) | **18.11 %** | **3,745.3 MiB/s** | 12,951.5 MiB/s | 9.90 % |
| 16 Bit 3LUT (Byte) | **17.74 %** | **3,708.2 MiB/s** | 15,577.4 MiB/s | 9.82 % |
| 16 Bit 7LUT (Byte) | **17.53 %** | **3,526.7 MiB/s** | 13,249.8 MiB/s | 9.96 % |
| 16 Bit 7LUT Short Greedy (Byte) | **15.37 %** | **691.3 MiB/s** | 3,075.2 MiB/s | 10.59 % |
| 24 Bit Packed (Byte) | **19.19 %** | **6,890.9 MiB/s** | 21,560.0 MiB/s | 9.57 % |
| 24 Bit 3LUT (Byte) | **18.52 %** | **5,367.1 MiB/s** | 18,636.5 MiB/s | 9.49 % |
| 24 Bit 7LUT (Byte) | **18.44 %** | **5,196.5 MiB/s** | 17,679.4 MiB/s | 9.59 % |
| 24 Bit 7LUT Short Greedy (Byte) | **15.46 %** | 639.3 MiB/s | **3,375.4 MiB/s** | 10.67 % |
| 32 Bit Packed (Byte) | **19.82 %** | **8,946.4 MiB/s** | 23,569.8 MiB/s | 9.46 % |
| 32 Bit 3LUT (Byte) | **19.25 %** | **7,149.3 MiB/s** | 23,580.3 MiB/s | 9.34 % |
| 32 Bit 7LUT (Byte) | **19.22 %** | **7,066.1 MiB/s** | 23,033.8 MiB/s | 9.45 % |
| 32 Bit 7LUT Short Greedy (Byte) | **15.09 %** | **663.1 MiB/s** | **3,298.1 MiB/s** | 10.59 % |
| 48 Bit Packed (Byte) | **20.84 %** | **10,911.9 MiB/s** | **26,397.7 MiB/s** | 9.40 % |
| 48 Bit 3LUT (Byte) | **20.41 %** | **9,304.9 MiB/s** | 25,603.9 MiB/s | 9.25 % |
| 48 Bit 3LUT Short Greedy (Byte) | **15.88 %** | **931.3 MiB/s** | 6,064.8 MiB/s | 10.04 % |
| 48 Bit 7LUT (Byte) | **20.42 %** | **9,457.1 MiB/s** | 25,088.5 MiB/s | 9.34 % |
| 64 Bit Packed (Symbol) | 22.34 % | 12,697.9 MiB/s | 26,375.4 MiB/s | **9.23 %** |
| 64 Bit (Byte) | **23.66 %** | **13,514.1 MiB/s** | 25,773.6 MiB/s | 9.63 % |
| 64 Bit Packed (Byte) | **21.63 %** | **13,306.5 MiB/s** | 26,183.1 MiB/s | 9.40 % |
| 64 Bit 3LUT (Byte) | **21.30 %** | **11,442.9 MiB/s** | **27,864.0 MiB/s** | 9.25 % |
| 64 Bit 3LUT Short Greedy (Byte) | **15.66 %** | **905.2 MiB/s** | **6,293.0 MiB/s** | 9.95 % |
| 64 Bit 7LUT (Byte) | **21.32 %** | **11,479.3 MiB/s** | 26,879.6 MiB/s | 9.32 % |
| 8 Bit RLE + Huffman-esque | **12.51 %** | **332.0 MiB/s** | **1,676.7 MiB/s** | 9.82 % |
| Low Entropy | 19.93 % | 800.2 MiB/s | 2,690.6 MiB/s | **9.05 %** |
| Low Entropy Single | 19.96 % | 802.4 MiB/s | 4,389.0 MiB/s | **9.10 %** |
| - | - | - | - | - | 
| memcpy | 100.00 % | 28,667.8 MiB/s | 28,590.1 MiB/s | 14.03 % |
| trle | 16.0 % | 1,177.7 MiB/s | 5,356.0 MiB/s | - |
| srle 0 | 17.8 % | 1,182.3 MiB/s | 11,214.7 MiB/s | - |
| srle 8 | 18.7 % | 2,044.3 MiB/s | 12,300.2 MiB/s | - |
| srle 16 | 21.3 % | 1,997.0 MiB/s | 15,479.0 MiB/s | - |
| srle 32 | 24.2 % | 3,782.2 MiB/s | 18,975.8 MiB/s | - |
| srle 64 | 27.5 % | 6,581.4 MiB/s | 23,128.3 MiB/s | - |
| mrle | 19.7 % | 450.3 MiB/s | 3,168.4 MiB/s | - |

#### [1034.db](http://encode.su/threads/2077-EGTB-compression?p=41392&viewfull=1#post41392) (Checkers program "End Game Table Base", 419,225,625 Bytes)
| Type | Ratio | Encoding Speed | Decoding Speed | Entropy Compressible To |
| -- | --: | --: | --: | --: |
| 8 Bit | **23.02 %** | 2,443.8 MiB/s | **21,198.0 MiB/s** | 12.08 % |
| 8 Bit Packed | **20.10 %** | **2,199.4 MiB/s** | **15,151.8 MiB/s** | 12.74 % |
| 8 Bit 1LUT Short | **18.91 %** | **1,767.7 MiB/s** | 7,905.5 MiB/s | 12.46 % |
| 8 Bit 3LUT | **19.77 %** | **1,841.7 MiB/s** | 14,211.6 MiB/s | 12.31 % |
| 8 Bit 7LUT | **19.75 %** | **1,768.7 MiB/s** | **14,629.5 MiB/s** | 12.50 % |
| 8 Bit Single | **20.59 %** | 1,325.0 MiB/s | **18,469.7 MiB/s** | 12.06 % |
| 8 Bit Single Short | **18.55 %** | **1,157.3 MiB/s** | **9,756.9 MiB/s** | 12.09 % |
| 16 Bit Packed (Byte) | **20.65 %** | **3,378.7 MiB/s** | 15,516.6 MiB/s | 12.59 % |
| 16 Bit 3LUT (Byte) | **20.20 %** | 2,641.6 MiB/s | **15,500.6 MiB/s** | 12.30 % |
| 16 Bit 7LUT (Byte) | **20.14 %** | **2,708.0 MiB/s** | 13,971.5 MiB/s | 12.35 % |
| 24 Bit Packed (Byte) | **22.05 %** | **4,233.2 MiB/s** | 17,670.5 MiB/s | 12.34 % |
| 24 Bit 3LUT (Byte) | **21.52 %** | **3,448.9 MiB/s** | 16,464.5 MiB/s | 11.96 % |
| 32 Bit Packed (Byte) | **23.44 %** | **5,240.1 MiB/s** | 17,864.4 MiB/s | 12.15 % |
| 32 Bit 3LUT (Byte) | **22.86 %** | **4,289.1 MiB/s** | **20,829.1 MiB/s** | 11.79 % |
| 32 Bit 7LUT (Byte) | **22.89 %** | **4,294.6 MiB/s** | 20,065.2 MiB/s | 11.86 % |
| 48 Bit Packed (Byte) | **25.87 %** | **6,516.7 MiB/s** | **22,210.4 MiB/s** | 11.95 % |
| 48 Bit 3LUT (Byte) | **25.41 %** | **5,712.4 MiB/s** | 20,904.4 MiB/s | 11.66 % |
| 64 Bit 3LUT (Symbol) | 28.66 % | 6,464.5 MiB/s | 23,401.9 MiB/s | **11.56 %** |
| 64 Bit (Byte) | **31.66 %** | **8,034.7 MiB/s** | 21,153.2 MiB/s | 12.16 % |
| 64 Bit Packed (Byte) | **27.29 %** | **7,836.3 MiB/s** | 22,219.0 MiB/s | 11.90 % |
| 64 Bit 3LUT (Byte) | **26.90 %** | **6,780.3 MiB/s** | **23,777.1 MiB/s** | 11.63 % |
| 64 Bit 7LUT (Byte) | **27.05 %** | **6,839.2 MiB/s** | 22,970.8 MiB/s | 11.76 % |
| 128 Bit (Byte) | **37.25 %** | 6,763.4 MiB/s | **24,011.4 MiB/s** | 12.28 % |
| 128 Bit Packed (Byte) | **31.21 %** | 6,582.9 MiB/s | **23,994.6 MiB/s** | 11.98 % |
| 8 Bit RLE + Huffman-esque | **16.76 %** | **326.5 MiB/s** | **1,456.9 MiB/s** | 12.36 % |
| Low Entropy | 21.15 % | 799.7 MiB/s | 4,282.1 MiB/s | 10.37 % |
| Low Entropy Single | 21.15 % | 765.9 MiB/s | 4,292.2 MiB/s | 10.37 % |
| - | - | - | - | - |
| memcpy | 100.00 % | 26,689.1 MiB/s | 27,304.6 MiB/s | 16.76 % |
| trle | 17.4 % | 1,112.8 MiB/s | 4,097.4 MiB/s | - |
| srle 0 | 20.2 % | 1,080.3 MiB/s | 8,027.7 MiB/s | - |
| srle 8 | 22.0 % | 1,816.5 MiB/s | 8,802.3 MiB/s | - |
| srle 16 | 27.1 % | 1,644.2 MiB/s | 9,915.1 MiB/s | - |
| srle 32 | 32.7 % | 2,870.4 MiB/s | 13,289.7 MiB/s | - |
| srle 64 | 39.5 % | 4,763.9 MiB/s | 18,966.4 MiB/s | - |
| mrle | 21.0 % | 446.9 MiB/s | 3,115.4 MiB/s | - |

#### `enwik9.bwt` (Wikipedia extract [enwiki9](http://mattmahoney.net/dc/textdata.html) encoded using [libdivsufsort](https://github.com/y-256/libdivsufsort), 1,000,000,124 Bytes)
| Type | Ratio | Encoding Speed | Decoding Speed | Entropy Compressible To |
| -- | --: | --: | --: | --: |
| 8 Bit | **48.80 %** | 1,225.6 MiB/s | **16,097.6 MiB/s** | 34.13 % |
| 8 Bit Short | **44.42 %** | 899.3 MiB/s | **6,975.0 MiB/s** | 32.26 % |
| 8 Bit Packed | **44.86 %** | 1,038.7 MiB/s | **7,514.9 MiB/s** | 32.95 % |
| 8 Bit 1LUT Short | **41.87 %** | **828.2 MiB/s** | **4,088.0 MiB/s** | 31.38 % |
| 8 Bit 3LUT | **43.29 %** | 775.1 MiB/s | **6,116.6 MiB/s** | 32.27 % |
| 8 Bit 3LUT Short | **40.34 %** | **765.3 MiB/s** | **3,046.5 MiB/s** | 30.63 % |
| 8 Bit 7LUT | **42.98 %** | 720.4 MiB/s | **4,845.2 MiB/s** | 32.42 % |
| 16 Bit Packed (Symbol) | **47.89 %** | 1,871.4 MiB/s | **9,417.5 MiB/s** | 34.25 % |
| 16 Bit 1LUT Short (Symbol) | **46.43 %** | **1,425.4 MiB/s** | 5,926.8 MiB/s | 33.47 % |
| 16 Bit Packed (Byte) | **46.99 %** | **1,975.6 MiB/s** | **8,322.4 MiB/s** | 33.96 % |
| 16 Bit 1LUT Short (Byte) | **46.15 %** | **1,404.6 MiB/s** | 5,410.5 MiB/s | 33.47 % |
| 16 Bit 3LUT (Byte) | **44.91 %** | **1,332.9 MiB/s** | 5,786.9 MiB/s | 33.36 % |
| 16 Bit 7LUT (Byte) | **44.17 %** | **1,269.3 MiB/s** | 4,792.9 MiB/s | 33.00 % |
| 24 Bit Packed (Byte) | **49.39 %** | **2,846.0 MiB/s** | 10,096.3 MiB/s | 35.00 % |
| 24 Bit 3LUT (Byte) | **47.63 %** | **2,154.2 MiB/s** | 8,316.6 MiB/s | 34.23 % |
| 24 Bit 7LUT (Byte) | **47.15 %** | **2,021.5 MiB/s** | 7,081.2 MiB/s | 33.86 % |
| 32 Bit Packed (Byte) | **51.63 %** | **3,991.3 MiB/s** | 12,316.8 MiB/s | 35.94 % |
| 32 Bit 3LUT (Byte) | **50.02 %** | **3,049.7 MiB/s** | 11,014.7 MiB/s | 35.15 % |
| 32 Bit 7LUT (Byte) | **49.72 %** | **2,929.3 MiB/s** | 9,734.1 MiB/s | 34.97 % |
| 48 Bit (Byte) | **57.58 %** | 5,568.3 MiB/s | **17,036.4 MiB/s** | 38.86 % |
| 48 Bit Packed (Byte) | **55.01 %** | **5,463.9 MiB/s** | **16,106.6 MiB/s** | **37.48 %** |
| 48 Bit 3LUT (Byte) | **53.66 %** | **4,511.6 MiB/s** | 14,552.7 MiB/s | 36.78 % |
| 48 Bit 7LUT (Byte) | **53.48 %** | **4,362.4 MiB/s** | 13,340.3 MiB/s | 36.64 % |
| 64 Bit Packed (Symbol) | **58.87 %** | 6,995.2 MiB/s | **17,252.6 MiB/s** | 39.42 % |
| 64 Bit (Byte) | **59.94 %** | **7,594.6 MiB/s** | **17,821.4 MiB/s** | **40.05 %** |
| 64 Bit Packed (Byte) | **57.33 %** | **7,285.0 MiB/s** | 16,557.0 MiB/s | 38.65 % |
| 64 Bit 1LUT Short (Byte) | **57.24 %** | **6,176.4 MiB/s** | 16,263.8 MiB/s | 38.60 % |
| 64 Bit 3LUT (Byte) | **56.28 %** | **6,050.7 MiB/s** | **17,019.3 MiB/s** | **38.04 %** |
| 64 Bit 7LUT (Byte) | **56.10 %** | **5,933.0 MiB/s** | 16,061.7 MiB/s | 37.92 % |
| 128 Bit Packed (Symbol) | **64.32 %** | 5,640.8 MiB/s | **20,237.7 MiB/s** | 42.35 % |
| 128 Bit Packed (Byte) | **62.94 %** | 5,650.8 MiB/s | **20,158.4 MiB/s** | 41.61 % |
| 8 Bit MMTF 128 | 63.49 % | 1,101.2 MiB/s | 1,299.9 MiB/s | **29.84 %** |
| Low Entropy | 64.19 % | 383.3 MiB/s | 913.9 MiB/s | 34.06 % |
| Low Entropy Single | 89.22 % | 561.6 MiB/s | 7,491.0 MiB/s | 59.50 % |
| Low Entropy Short | 66.17 % | 394.1 MiB/s | 1,412.4 MiB/s | 36.11 % |
| Low Entropy Short Single | 89.65 % | 576.5 MiB/s | 9,841.2 MiB/s | 61.05 % |
| Multi MTF 128 Bit (Transform) | 100.00 % | 1,206.2 MiB/s | 1,289.8 MiB/s | 33.92 % |
| Multi MTF 256 Bit (Transform) | 100.00 % | 2,012.2 MiB/s | 1,966.1 MiB/s | 35.65 % |
| Bit MMTF 8 Bit (Transform) | 100.00 % | 1,843.2 MiB/s | 1,973.5 MiB/s | 35.87 % |
| Bit MMTF 16 Bit (Transform) | 100.00 % | 2,309.8 MiB/s | 2,272.9 MiB/s | 38.34 % |
| - | - | - | - | - |
| memcpy | 100.00 % | 26,973.3 MiB/s | 27,041.2 MiB/s | 65.94 % |
| trle | 42.0 % | 697.6 MiB/s | 2,062.9 MiB/s | - |
| srle 0 | 46.4 % | 680.6 MiB/s | 5,004.5 MiB/s | - |
| srle 8 | 46.9 % | 858.6 MiB/s | 6,095.1 MiB/s | - |
| srle 16 | 54.4 % | 906.4 MiB/s | 8,676.0 MiB/s | - |
| srle 32 | 61.0 % | 1,766.0 MiB/s | 13,019.7 MiB/s | - |
| srle 64 | 66.8 % | 3,289.0 MiB/s | 18,491.6 MiB/s | - |
| mrle | 64.1 % | 320.2 MiB/s | 1,104.0 MiB/s | - |

The 24 Bit and 48 Bit Variants allow for run length encoding of common data layouts that are usually not covered by RLE implementations:

#### [Pixel Art Bitmap Image](https://i.redd.it/tj5oyhhuehv11.png) (PNG converted to BMP, 123,710,454 Bytes)
| Type | Ratio | Encoding Speed | Decoding Speed | Entropy Compressible To |
| -- | --: | --: | --: | --: |
| 8 Bit | 99.99 % | 6,995.3 MiB/s | 18,357.0 MiB/s | 76.10 % |
| 8 Bit 1LUT Short | 99.98 % | 6,974.3 MiB/s | 18,023.2 MiB/s | 75.63 % |
| 8 Bit 3LUT | 99.99 % | 6,936.1 MiB/s | 18,595.7 MiB/s | 75.94 % |
| 8 Bit Single | 100.00 % | 3,512.8 MiB/s | 18,470.1 MiB/s | 77.03 % |
| 16 Bit Short (Byte) | 99.99 % | 18,127.2 MiB/s | 18,953.0 MiB/s | 75.56 % |
| 16 Bit 3LUT Short (Byte) | 99.99 % | 17,991.9 MiB/s | 19,252.9 MiB/s | 75.71 % |
| 24 Bit (Symbol) | **1.84 %** | **24,537.1 MiB/s** | 33,067.5 MiB/s | 1.32 % |
| 24 Bit Short (Symbol) | 2.08 % | 21,904.2 MiB/s | 32,713.6 MiB/s | 1.52 % |
| 24 Bit Packed (Symbol) | 2.00 % | 23,590.4 MiB/s | 32,955.6 MiB/s | 1.39 % |
| 24 Bit 1LUT Short (Symbol) | 2.08 % | 19,894.5 MiB/s | 32,751.7 MiB/s | 1.51 % |
| 24 Bit 3LUT (Symbol) | **1.31 %** | **21,232.5 MiB/s** | **33,073.5 MiB/s** | **0.93 %** |
| 24 Bit 3LUT Short (Symbol) | 1.53 % | 19,147.7 MiB/s | 32,890.5 MiB/s | 1.04 % |
| 24 Bit 7LUT (Symbol) | **1.20 %** | **20,599.0 MiB/s** | **32,846.9 MiB/s** | **0.83 %** |
| 24 Bit 7LUT Short (Symbol) | 1.41 % | 18,916.5 MiB/s | 31,750.2 MiB/s | 0.92 % |
| 24 Bit (Byte) | **2.13 %** | **25,939.7 MiB/s** | **33,113.4 MiB/s** | **1.44 %** |
| 24 Bit Short (Byte) | 2.17 % | 23,579.9 MiB/s | 32,825.6 MiB/s | 1.58 % |
| 24 Bit Packed (Byte) | **2.32 %** | **26,738.2 MiB/s** | 32,812.0 MiB/s | 1.51 % |
| 24 Bit 1LUT Short (Byte) | 2.17 % | 21,550.6 MiB/s | 32,835.9 MiB/s | 1.59 % |
| 24 Bit 1LUT Short Greedy (Byte) | 2.17 % | 5,534.5 MiB/s | 32,679.0 MiB/s | 1.59 % |
| 24 Bit 3LUT (Byte) | **1.49 %** | **23,408.0 MiB/s** | 33,010.6 MiB/s | 1.03 % |
| 24 Bit 3LUT Short (Byte) | 1.63 % | 21,063.2 MiB/s | 32,713.6 MiB/s | 1.14 % |
| 24 Bit 3LUT Short Greedy (Byte) | 1.63 % | 5,403.1 MiB/s | 32,578.9 MiB/s | 1.14 % |
| 24 Bit 7LUT (Byte) | **1.37 %** | **22,589.6 MiB/s** | 32,629.3 MiB/s | 0.98 % |
| 24 Bit 7LUT Short (Byte) | 1.52 % | 20,560.6 MiB/s | 31,915.9 MiB/s | 0.97 % |
| 24 Bit 7LUT Short Greedy (Byte) | 1.52 % | 5,436.8 MiB/s | 32,009.5 MiB/s | 0.97 % |
| 32 Bit Packed (Byte) | 99.99 % | 16,961.2 MiB/s | 19,048.9 MiB/s | 75.71 % |
| 32 Bit 7LUT Short (Byte) | 99.99 % | 16,887.8 MiB/s | 19,240.9 MiB/s | 75.79 % |
| 48 Bit (Symbol) | 2.78 % | 23,645.9 MiB/s | 32,870.0 MiB/s | 2.12 % |
| 48 Bit Short (Symbol) | 2.79 % | 21,386.8 MiB/s | 32,833.3 MiB/s | 2.26 % |
| 48 Bit Packed (Symbol) | 2.87 % | 22,575.5 MiB/s | 32,913.6 MiB/s | 2.17 % |
| 48 Bit 1LUT Short (Symbol) | 3.09 % | 19,362.4 MiB/s | 32,750.9 MiB/s | 2.41 % |
| 48 Bit 3LUT (Symbol) | 1.71 % | 20,826.5 MiB/s | 32,843.5 MiB/s | 1.33 % |
| 48 Bit 3LUT Short (Symbol) | 1.99 % | 18,834.0 MiB/s | 32,717.0 MiB/s | 1.47 % |
| 48 Bit 7LUT (Symbol) | 1.49 % | 20,185.7 MiB/s | 32,619.2 MiB/s | 1.15 % |
| 48 Bit 7LUT Short (Symbol) | 1.77 % | 18,184.3 MiB/s | 31,846.0 MiB/s | 1.26 % |
| 48 Bit (Byte) | 3.16 % | 25,473.5 MiB/s | 32,911.9 MiB/s | 2.31 % |
| 48 Bit Short (Byte) | 3.20 % | 23,439.2 MiB/s | 32,689.1 MiB/s | 2.48 % |
| 48 Bit Packed (Byte) | 3.35 % | 25,371.9 MiB/s | 32,548.7 MiB/s | 2.40 % |
| 48 Bit 1LUT Short (Byte) | 3.20 % | 20,935.0 MiB/s | 32,603.2 MiB/s | 2.48 % |
| 48 Bit 1LUT Short Greedy (Byte) | 3.20 % | 9,723.8 MiB/s | 32,490.3 MiB/s | 2.48 % |
| 48 Bit 3LUT (Byte) | 1.98 % | 22,790.5 MiB/s | 32,861.4 MiB/s | 1.49 % |
| 48 Bit 3LUT Short (Byte) | 2.13 % | 20,273.7 MiB/s | 32,717.9 MiB/s | 1.62 % |
| 48 Bit 3LUT Short Greedy (Byte) | 2.13 % | 8,178.3 MiB/s | 32,537.9 MiB/s | 1.62 % |
| 48 Bit 7LUT (Byte) | 1.76 % | 21,776.5 MiB/s | 32,615.9 MiB/s | 1.34 % |
| 48 Bit 7LUT Short (Byte) | 1.90 % | 20,145.3 MiB/s | 31,847.6 MiB/s | 1.35 % |
| 48 Bit 7LUT Short Greedy (Byte) | 1.90 % | 7,895.9 MiB/s | 31,782.1 MiB/s | 1.35 % |
| 64 Bit (Symbol) | 99.99 % | 14,820.8 MiB/s | 19,040.6 MiB/s | 75.87 % |
| 64 Bit 7LUT (Byte) | 99.99 % | 14,692.8 MiB/s | 19,217.2 MiB/s | 75.78 % |
| 8 Bit MMTF 128 | 17.70 % | 5,287.0 MiB/s | 2,978.1 MiB/s | 12.31 % |
| Multi MTF 128 Bit (Transform) | 100.00 % | 3,474.5 MiB/s | 3,482.1 MiB/s | 19.94 % |
| Multi MTF 256 Bit (Transform) | 100.00 % | 5,030.6 MiB/s | 5,028.6 MiB/s | 27.52 % |
| Bit MMTF 8 Bit (Transform) | 100.00 % | 1,861.6 MiB/s | 1,984.2 MiB/s | 73.85 % |
| Bit MMTF 16 Bit (Transform) | 100.00 % | 2,340.1 MiB/s | 2,293.9 MiB/s | 72.48 % |
| - | - | - | - | - |
| memcpy | 100.00 % | 28,288.5 MiB/s | 28,261.3 MiB/s | 77.03 % |
| trle | 100.0 % | 420.41 MiB/s | 5,473.00 MiB/s | - |
| srle 0 | 100.0 % | 329.09 MiB/s | 18,106.88 MiB/s | - |
| srle 8 | 100.0 % | 468.74 MiB/s | 17,951.84 MiB/s | - |
| srle 16 | 100.0 % | 575.39 MiB/s | 20,198.96 MiB/s | - |
| srle 32 | 100.0 % | 1,195.77 MiB/s | 18,437.51 MiB/s | - |
| srle 64 | 100.0 % | 2,294.94 MiB/s | 19,407.80 MiB/s | - |
| mrle | 100.0 % | 383.18 MiB/s | 2,551.12 MiB/s | - |

### Variants
#### 8, 16, 24, 32, 48, 64, 128 Bit (Byte Aligned + Symbol Aligned)
- Extremely Fast.
- Variants for always aligning with the symbol width or allowing byte-wide repeats even for > 8 bit symbols.
- Decoder interprets blocks of data to boil down to a highly optimized `memcpy`, `memset`, `memcpy`, `memset` (with various different byte-lengths).
- Encoder searches for repeats and their respective lengths using movemask instructions.
- Optional variant for 8 bit single symbol encoding.

#### 8, 16, 24, 32, 48, 64, 128 Bit Packed (Byte Aligned + Symbol Aligned)
- Similar to the base variant, but keeps around the previously used RLE symbol which is usually very beneficial to the compression ratio and tries to pack lengths a bit more optimistically.
- Also Extremely Fast, whilst providing better compression ratio for many inputs
- Also has those variants for always aligning with the symbol width or allowing byte-wide repeats even for > 8 bit symbols.
- Optional variant for 8 bit single symbol encoding (only has the optimistic packing, as it already knows what the next symbol is going to be anyways).

#### 1 Sym LUT / 3 Sym LUT / 3 Sym LUT Short / 7 Sym LUT / 7 Sym LUT Short
- Similar to the base variant, but keeps around one / three / seven of the previously used RLE symbols, usually further improving compression ratios.
- Short Variant: Packs Range & Count Bits to fit the entire RLE command into just one byte for short ranges.

#### 1 Sym LUT Short Greedy / 3 Sym LUT Short Greedy / 7 Sym LUT Short Greedy
- Similar to n-Sym LUT Short (actually uses the exact same decoder), but tries to even compress partial occurences of a symbol if that would save space
- Only available when byte-aligned for 16, 24, 32, 48, 64 Bit Variants
- Comparably slow to en/decode

#### Low Entropy / Low Entropy Short
- Tries to keep symbol general symbol frequency to improve compression ratio of an entropy encoder that could go after the Run Length Encoding like ANS, Arithmetic Coding or Huffman.
- Parses the output for run-length-encodable symbols, which are specified in the header.
- Has a single-symbol variant, that only encodes the most run-length-encodable symbol (useful for some image codecs).
- Short Variant: Same as Low Entropy, but optimized for shorter strings of run-length-encodable symbols, usually faster, also has a single-symbol variant.

#### 8 Bit RLE + MMTF (Multi Move-To-Front Transformation)
- Runs a block-wide vectorized MTF transform on the input and depending on how many bits this needs to represent a given block (if it's not entirely representable by a variant of `memset`) uses only the required amount of bits to encode the block.
- Performs well on a wide variety of inputs, but usually doesn't produce the best compression ratios or (de-) compression speeds, as all blocks need to be decoded and cannot simply be `memcpy`d if they don't contain an encodable symbol.

#### RLE + Huffman-esque
- Uses a separate header, that contains a huffman-esque instructions to place recent high-prevalence symbols, copy or set a specific symbol to a block.
- Usually very high compression ratios, but comparably slow to en- & decode.

#### Raw MMTF (Multi Move-To-Front Transformation)
- Simply runs the block-wide vectorized MTF transform on the input to improve compressability for some scenarios.
- Doesn't compress itself.

### Setup
``` bash
git clone https://github.com/rainerzufalldererste/hypersonic-rle-kit.git
cd hypersonic-rle-kit
git submodule update --init --recursive
```
#### On Windows
```
create_project.bat
```
Choose your preferred compiler toolset
```
MSBuild /p:Configuration=Release /nologo /v:m
```
#### On Linux
```
premake/premake5 gmake2
config=release_x64 make
```

### How to use it?

```c
#include "rle.h"

uint8_t *pUncompressedData; // Some Data.
uint32_t fileSize; // Some Size.

// Get Compress Bounds.
const uint32_t compressedBufferSize = rle_compress_bounds(fileSize);
uint8_t *pCompressedData = (uint8_t *)malloc(compressedBufferSize);

// Compress.
const uint32_t compressedSize = rle8_multi_compress(pUncompressedData, fileSize, pCompressedData, compressedBufferSize);

// Allocate Output Buffer.
uint8_t *pDecompressedData = (uint8_t *)malloc(fileSize + rle_decompress_additional_size());

// Decompress.
const uint32_t decompressedSize = rle8_decompress(pCompressedData, compressedSize, pDecompressedData, fileSize);

// Cleanup.
free(pCompressedData);
free(pDecompressedData);
```

### License
Two Clause BSD

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