ARMv8 Cortex-A76 testing with a BCM2835 Raspberry Pi 5 Model B Rev 1.0 and V3D 7.1 8GB on Ubuntu 23.10 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2403018-NE-2401257NE67
cpu-bench
ARMv8 Cortex-A76 testing with a BCM2835 Raspberry Pi 5 Model B Rev 1.0 and V3D 7.1 8GB on Ubuntu 23.10 via the Phoronix Test Suite.
,,"Rockchip RK3588","Broadcom BCM2712"
Processor,,ARMv8 Cortex-A76 @ 1.80GHz (4 Cores / 8 Threads),ARMv8 Cortex-A76 @ 2.40GHz (4 Cores)
Motherboard,,Mixtile Blade 3 v1.0.1,BCM2835 Raspberry Pi 5 Model B Rev 1.0
Memory,,16GB,8GB
Disk,,1000GB Lexar SSD NM610PRO 1TB + 125GB DA4128,480GB + 63GB SDABC
Graphics,,Mali-G610 16GB,V3D 7.1 8GB
Monitor,,Panasonic-TV,PI-KVM Video
Network,,2 x Realtek RTL8125 2.5GbE,Device 1de4:0001
OS,,Ubuntu 22.04,Ubuntu 23.10
Kernel,,5.10.160-rockchip (aarch64),6.5.0-1011-raspi (aarch64)
Desktop,,GNOME Shell 42.9,GNOME Shell 45.2
Display Server,,X Server 1.21.1.4,X Server 1.21.1.7 + Wayland
OpenGL,,3.3 Mesa 23.0.0-devel,3.1 Mesa 23.2.1-1ubuntu3.1
OpenCL,,OpenCL 3.0 v1.g13p0-01eac0.a8b6f0c7e1f83c654c60d1775112dbe4,
Compiler,,GCC 11.4.0,GCC 13.2.0 + Clang 16.0.6
File-System,,ext4,ext4
Screen Resolution,,3840x2160,1920x1080
,,"Rockchip RK3588","Broadcom BCM2712"
"Timed GCC Compilation - Time To Compile (sec)",LIB,4554.987,63.289
"Stress-NG - Test: Socket Activity (Bogo Ops/s)",HIB,2109.57,346.19
"Renaissance - Test: Apache Spark Bayes (ms)",LIB,5167.1,30739.3
"Stream - Type: Add (MB/s)",HIB,22119.2,4221.1
"Stream - Type: Triad (MB/s)",HIB,22128.1,4241.3
"Stream - Type: Copy (MB/s)",HIB,23489.2,5156.3
"CloverLeaf - Input: clover_bm16 (sec)",LIB,4574.87,20093.795495590
"Java SciMark - Computational Test: Dense LU Matrix Factorization (Mflops)",HIB,1986.85,452.88
"Stream - Type: Scale (MB/s)",HIB,23341.8,5793.6
"SVT-AV1 - Encoder Mode: Preset 13 - Input: Bosphorus 4K (FPS)",HIB,10.411,2.749
"SVT-AV1 - Encoder Mode: Preset 12 - Input: Bosphorus 4K (FPS)",HIB,10.313,2.747
"Zstd Compression - Compression Level: 8 - Compression Speed (MB/s)",HIB,88.7,23.8
"Zstd Compression - Compression Level: 8, Long Mode - Compression Speed (MB/s)",HIB,86.2,23.6
"RAMspeed SMP - Type: Scale - Benchmark: Floating Point (MB/s)",HIB,26053.47,7242.98
"RAMspeed SMP - Type: Copy - Benchmark: Floating Point (MB/s)",HIB,25900.06,7219.83
"Zstd Compression - Compression Level: 12 - Compression Speed (MB/s)",HIB,31.4,8.82
"RAMspeed SMP - Type: Copy - Benchmark: Integer (MB/s)",HIB,25764.23,7240.05
"Zstd Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,260.4,76.5
"RAMspeed SMP - Type: Add - Benchmark: Floating Point (MB/s)",HIB,24116.69,7138.80
"RAMspeed SMP - Type: Add - Benchmark: Integer (MB/s)",HIB,24093.05,7165.23
"MBW - Test: Memory Copy - Array Size: 1024 MiB (MiB/s)",HIB,11596.842,3469.261
"MBW - Test: Memory Copy, Fixed Block Size - Array Size: 1024 MiB (MiB/s)",HIB,11476.111,3466.854
"RAMspeed SMP - Type: Scale - Benchmark: Integer (MB/s)",HIB,23352.59,7159.56
"ebizzy - (Records/s)",HIB,71033,21966
"RAMspeed SMP - Type: Average - Benchmark: Floating Point (MB/s)",HIB,22605.71,7175.45
"RAMspeed SMP - Type: Average - Benchmark: Integer (MB/s)",HIB,22534.94,7156.91
"Zstd Compression - Compression Level: 3, Long Mode - Compression Speed (MB/s)",HIB,243.4,77.7
"High Performance Conjugate Gradient - X Y Z: 104 104 104 - RT: 60 (GFLOP/s)",HIB,2.88286,0.955992
"Timed MAFFT Alignment - Multiple Sequence Alignment - LSU RNA (sec)",LIB,19.151,56.928
"High Performance Conjugate Gradient - X Y Z: 104 104 104 - RT: 1800 (GFLOP/s)",HIB,2.86483,0.983016
"SVT-AV1 - Encoder Mode: Preset 13 - Input: Bosphorus 1080p (FPS)",HIB,50.000,17.317
"MBW - Test: Memory Copy - Array Size: 128 MiB (MiB/s)",HIB,11603.314,4064.635
"Tinymembench - Standard Memset (MB/s)",HIB,30266.5,11345.6
"Numenta Anomaly Benchmark - Detector: Earthgecko Skyline (sec)",LIB,413.532,1089.819
"MBW - Test: Memory Copy, Fixed Block Size - Array Size: 128 MiB (MiB/s)",HIB,11348.918,4403.241
"SVT-AV1 - Encoder Mode: Preset 12 - Input: Bosphorus 1080p (FPS)",HIB,40.141,15.707
"Tinymembench - Standard Memcpy (MB/s)",HIB,12487.6,4977.6
"Stress-NG - Test: Semaphores (Bogo Ops/s)",HIB,4453176.13,1781607.33
"Numenta Anomaly Benchmark - Detector: Bayesian Changepoint (sec)",LIB,162.920,396.445
"Java SciMark - Computational Test: Fast Fourier Transform (Mflops)",HIB,151.82,62.66
"Stress-NG - Test: Forking (Bogo Ops/s)",HIB,7641.11,3157.55
"Hackbench - Count: 32 - Type: Process (sec)",LIB,392.738,925.324
"RAMspeed SMP - Type: Triad - Benchmark: Integer (MB/s)",HIB,16726.52,7120.33
"nginx - Connections: 1000 (Reqs/sec)",HIB,11159.18,4851.11
"FFTW - Build: Stock - Size: 2D FFT Size 4096 (Mflops)",HIB,741.57,338.16
"Apache Siege - Concurrent Users: 250 (Transactions/sec)",HIB,16670.77,7719.65
"Apache Siege - Concurrent Users: 200 (Transactions/sec)",HIB,16928.13,7896.27
"x264 - Video Input: Bosphorus 4K (FPS)",HIB,5.44,2.59
"CloverLeaf - Input: clover_bm (sec)",LIB,562.95,1180.64
"Timed Linux Kernel Compilation - Build: allmodconfig (sec)",LIB,5768.900,11870.917
"RAMspeed SMP - Type: Triad - Benchmark: Floating Point (MB/s)",HIB,14348.51,7076.00
"nginx - Connections: 100 (Reqs/sec)",HIB,13234.00,6528.96
"nginx - Connections: 200 (Reqs/sec)",HIB,12805.40,6389.23
"Timed Linux Kernel Compilation - Build: defconfig (sec)",LIB,1210.439,2413.719
"Xsbench - (Lookups/s)",HIB,775122,391403
"Primesieve - Length: 1e13 (sec)",LIB,1068.639,2073.674
"7-Zip Compression - Test: Compression Rating (MIPS)",HIB,18454,9768
"Timed LLVM Compilation - Build System: Ninja (sec)",LIB,3681.868,6921.332
"XZ Compression - Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 (sec)",LIB,93.011,173.582
"dav1d - Video Input: Summer Nature 4K (FPS)",HIB,44.23,23.74
"Timed LLVM Compilation - Build System: Unix Makefiles (sec)",LIB,3721.629,6885.924
"Parallel BZIP2 Compression - FreeBSD-13.0-RELEASE-amd64-memstick.img Compression (sec)",LIB,42.961,78.401
"nginx - Connections: 20 (Reqs/sec)",HIB,12193.66,6814.69
"TTSIOD 3D Renderer - Phong Rendering With Soft-Shadow Mapping (FPS)",HIB,167.575,94.7549
"DaCapo Benchmark - Java Test: Tradesoap (msec)",LIB,15132,8726
"dav1d - Video Input: Summer Nature 1080p (FPS)",HIB,187.23,108.47
"Numenta Anomaly Benchmark - Detector: Windowed Gaussian (sec)",LIB,28.251,48.612
"Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,5.94,3.47
"DaCapo Benchmark - Java Test: H2 (msec)",LIB,12211,20606
"Timed PHP Compilation - Time To Compile (sec)",LIB,348.269,570.314
"BlogBench - Test: Read (Final Score)",HIB,989801,608034
"Numpy Benchmark - (Score)",HIB,205.04,128.18
"Timed Apache Compilation - Time To Compile (sec)",LIB,61.094,95.408
"Java SciMark - Computational Test: Composite (Mflops)",HIB,990.77,637.47
"VP9 libvpx Encoding - Speed: Speed 0 - Input: Bosphorus 4K (FPS)",HIB,0.90,0.58
"OpenSSL - Algorithm: RSA4096 (verify/s)",HIB,16266.7,10568.9
"m-queens - Time To Solve (sec)",LIB,214.448,329.871
"OpenSSL - Algorithm: RSA4096 (sign/s)",HIB,241.9,157.8
"GraphicsMagick - Operation: Resizing (Iterations/min)",HIB,249,166
"SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 4K (FPS)",HIB,2.541,1.698
"NAS Parallel Benchmarks - Test / Class: FT.A (Mop/s)",HIB,1327.02,892.99
"John The Ripper - Test: Traditional DES (Real C/S)",HIB,6067333,9002000
"GraphicsMagick - Operation: Rotate (Iterations/min)",HIB,359,242
"asmFish - 1024 Hash Memory, 26 Depth (Nodes/s)",HIB,7595876,5195399
"NAS Parallel Benchmarks - Test / Class: FT.B (Mop/s)",HIB,1328.48,918.43
"Numenta Anomaly Benchmark - Detector: KNN CAD (sec)",LIB,684.980,979.896
"t-test1 - Threads: 1 (sec)",LIB,93.374,65.596
"Primesieve - Length: 1e12 (sec)",LIB,86.546,122.605
"Multichase Pointer Chaser - Test: 256MB Array, 256 Byte Stride (ns)",LIB,160.5,114.1
"Multichase Pointer Chaser - Test: 1GB Array, 256 Byte Stride (ns)",LIB,160.9,115.4
"SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p (FPS)",HIB,9.195,6.684
"Renaissance - Test: Akka Unbalanced Cobwebbed Tree (ms)",LIB,16162.8,22138.1
"Renaissance - Test: Apache Spark PageRank (ms)",LIB,6897.7,9437.6
"OpenSSL - Algorithm: ChaCha20-Poly1305 (byte/s)",HIB,3764114850,2781266917
"7-Zip Compression - Test: Decompression Rating (MIPS)",HIB,17969,13304
"VP9 libvpx Encoding - Speed: Speed 0 - Input: Bosphorus 1080p (FPS)",HIB,2.40,1.79
"John The Ripper - Test: MD5 (Real C/S)",HIB,60592,81079
"Stress-NG - Test: Context Switching (Bogo Ops/s)",HIB,533214.71,400151.56
"OpenSSL - Algorithm: AES-256-GCM (byte/s)",HIB,10168881660,7665617397
"OpenSSL - Algorithm: SHA512 (byte/s)",HIB,1140872307,860792290
"SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 4K (FPS)",HIB,0.413,0.312
"Sysbench - Test: Memory (MiB/sec)",HIB,11827.40,8942.89
"Rodinia - Test: OpenMP CFD Solver (sec)",LIB,111.939,147.719
"Rust Prime Benchmark - Prime Number Test To 200,000,000 (sec)",LIB,46.605,61.284
"Zstd Compression - Compression Level: 19, Long Mode - Compression Speed (MB/s)",HIB,3.84,2.93
"Hierarchical INTegration - Test: DOUBLE (QUIPs)",HIB,506040645.57162,387022448.68893
"DaCapo Benchmark - Java Test: Eclipse (msec)",LIB,24600,32097
"OpenSSL - Algorithm: ChaCha20 (byte/s)",HIB,5263441463,4040614800
"Himeno Benchmark - Poisson Pressure Solver (MFLOPS)",HIB,2330.159615,1796.198412
"Multichase Pointer Chaser - Test: 1GB Array, 256 Byte Stride, 2 Threads (ns)",LIB,156.5,122.3
"OpenSSL - Algorithm: AES-128-GCM (byte/s)",HIB,12208211103,9563719727
"LAMMPS Molecular Dynamics Simulator - Test: Rhodopsin Protein (ns/day)",HIB,1.872,1.467
"Sockperf - Test: Latency Ping Pong (usec)",LIB,10.531,8.299
"Stress-NG - Test: Memory Copying (Bogo Ops/s)",HIB,861.77,680.22
"Renaissance - Test: Scala Dotty (ms)",LIB,2288.7,2892.2
"FLAC Audio Encoding - WAV To FLAC (sec)",LIB,44.958,56.335
"OpenSSL - Algorithm: SHA256 (byte/s)",HIB,3168374543,2529644580
"Rodinia - Test: OpenMP Streamcluster (sec)",LIB,73.067,91.417
"lzbench - Test: Zstd 1 - Process: Decompression (MB/s)",HIB,921,739
"Zstd Compression - Compression Level: 12 - Decompression Speed (MB/s)",HIB,656.0,528.3
"SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p (FPS)",HIB,1.744,1.408
"Sysbench - Test: CPU (Events/sec)",HIB,13553.75,10947.86
"Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,511.3,415.9
"Redis - Test: SADD (Reqs/sec)",HIB,1189052.71,968650.52
"VP9 libvpx Encoding - Speed: Speed 5 - Input: Bosphorus 4K (FPS)",HIB,2.56,2.12
"Redis - Test: SET (Reqs/sec)",HIB,1051350.31,874611.38
"Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed (MB/s)",HIB,545.6,457.8
"Stress-NG - Test: Crypto (Bogo Ops/s)",HIB,7528.57,6327.91
"Renaissance - Test: Apache Spark ALS (ms)",LIB,8937.4,10425.0
"POV-Ray - Trace Time (sec)",LIB,185.344,216.014
"Multichase Pointer Chaser - Test: 1GB Array, 256 Byte Stride, 4 Threads (ns)",LIB,115.2,134.1
"Redis - Test: LPUSH (Reqs/sec)",HIB,695730.56,804442.02
"Java SciMark - Computational Test: Jacobi Successive Over-Relaxation (Mflops)",HIB,1138.88,993.12
"C-Ray - Total Time - 4K, 16 Rays Per Pixel (sec)",LIB,232.498,266.555
"Cryptsetup - Twofish-XTS 512b Decryption (MiB/s)",HIB,111.6,127.6
"Cryptsetup - Twofish-XTS 256b Decryption (MiB/s)",HIB,111.8,127.6
"Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed (MB/s)",HIB,738.8,652.4
"Cryptsetup - Twofish-XTS 256b Encryption (MiB/s)",HIB,111.4,125.9
"Cryptsetup - Twofish-XTS 512b Encryption (MiB/s)",HIB,112.5,126.8
"Zstd Compression - Compression Level: 8 - Decompression Speed (MB/s)",HIB,742.3,659.2
"NAS Parallel Benchmarks - Test / Class: SP.A (Mop/s)",HIB,535.50,478.82
"Multichase Pointer Chaser - Test: 4MB Array, 64 Byte Stride (ns)",LIB,79.012,70.852
"Stress-NG - Test: CPU Stress (Bogo Ops/s)",HIB,934.27,838.29
"Renaissance - Test: Savina Reactors.IO (ms)",LIB,11865.8,13198.6
"Numenta Anomaly Benchmark - Detector: Contextual Anomaly Detector OSE (sec)",LIB,184.720,205.204
"GraphicsMagick - Operation: Sharpen (Iterations/min)",HIB,52,47
"CacheBench - Test: Write (MB/s)",HIB,27656.341137,30593.269132
"CLOMP - Static OMP Speedup (Speedup)",HIB,1.1,1
"Redis - Test: GET (Reqs/sec)",HIB,1313062.54,1195509.37
"Java SciMark - Computational Test: Monte Carlo (Mflops)",HIB,665.00,729.94
"lzbench - Test: Zstd 1 - Process: Compression (MB/s)",HIB,303,331
"Botan - Test: Blowfish - Decrypt (MiB/s)",HIB,216.296,236.193
"Botan - Test: CAST-256 - Decrypt (MiB/s)",HIB,83.925,91.336
"Cryptsetup - PBKDF2-sha512 (Iterations/sec)",HIB,883640,961409
"Botan - Test: CAST-256 (MiB/s)",HIB,84.063,91.431
"Botan - Test: AES-256 - Decrypt (MiB/s)",HIB,2036.002,2214.221
"Glibc Benchmarks - Benchmark: sin (ns)",LIB,34.4537,31.6962
"Glibc Benchmarks - Benchmark: pthread_once (ns)",LIB,2.21920,2.04399
"Botan - Test: AES-256 (MiB/s)",HIB,2037.793,2209.950
"Hierarchical INTegration - Test: FLOAT (QUIPs)",HIB,238287324.39730,258282969.34129
"Rust Mandelbrot - Time To Complete Serial/Parallel Mandelbrot (sec)",LIB,95.648,103.651
"Glibc Benchmarks - Benchmark: cos (ns)",LIB,39.7419,36.7579
"Glibc Benchmarks - Benchmark: ffs (ns)",LIB,2.66266,2.46625
"lzbench - Test: XZ 0 - Process: Decompression (MB/s)",HIB,88,95
"CacheBench - Test: Read (MB/s)",HIB,8478.445619,9150.551966
"t-test1 - Threads: 2 (sec)",LIB,29.761,32.117
"CacheBench - Test: Read / Modify / Write (MB/s)",HIB,33418.565290,36027.675395
"John The Ripper - Test: Blowfish (Real C/S)",HIB,2546,2744
"Zstd Compression - Compression Level: 3, Long Mode - Decompression Speed (MB/s)",HIB,722.4,670.8
"Botan - Test: Blowfish (MiB/s)",HIB,217.391,233.830
"Glibc Benchmarks - Benchmark: tanh (ns)",LIB,25.1795,23.4304
"FFTW - Build: Stock - Size: 1D FFT Size 4096 (Mflops)",HIB,4538.8,4865.8
"VP9 libvpx Encoding - Speed: Speed 5 - Input: Bosphorus 1080p (FPS)",HIB,7.70,7.20
"LAME MP3 Encoding - WAV To MP3 (sec)",LIB,12.479,11.676
"PHPBench - PHP Benchmark Suite (Score)",HIB,399507,426962
"NAS Parallel Benchmarks - Test / Class: EP.C (Mop/s)",HIB,124.78,133.12
"Cryptsetup - PBKDF2-whirlpool (Iterations/sec)",HIB,280200,263110
"Redis - Test: LPOP (Reqs/sec)",HIB,1394346.52,1309486.75
"Zstd Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,700.9,659.4
"x265 - Video Input: Bosphorus 4K (FPS)",HIB,0.68,0.64
"Swet - Average (Operations/sec)",HIB,269857842,286213275
"lzbench - Test: Libdeflate 1 - Process: Compression (MB/s)",HIB,134,142
"R Benchmark - (sec)",LIB,0.5591,0.5921
"Botan - Test: KASUMI (MiB/s)",HIB,50.520,53.410
"NAS Parallel Benchmarks - Test / Class: LU.A (Mop/s)",HIB,1168.91,1233.77
"lzbench - Test: Brotli 0 - Process: Compression (MB/s)",HIB,293,309
"Cython Benchmark - Test: N-Queens (sec)",LIB,45.531,47.895
"NAS Parallel Benchmarks - Test / Class: LU.C (Mop/s)",HIB,1180.65,1236.52
"Sockperf - Test: Throughput (Messages/sec)",HIB,210692,220326
"GraphicsMagick - Operation: Enhanced (Iterations/min)",HIB,47,45
"Timed MrBayes Analysis - Primate Phylogeny Analysis (sec)",LIB,430.841,412.772
"Dolfyn - Computational Fluid Dynamics (sec)",LIB,35.104,36.580
"Cryptsetup - AES-XTS 256b Encryption (MiB/s)",HIB,1410.2,1354.7
"Cryptsetup - AES-XTS 256b Decryption (MiB/s)",HIB,1407.9,1355.6
"lzbench - Test: XZ 0 - Process: Compression (MB/s)",HIB,26,27
"Botan - Test: Twofish (MiB/s)",HIB,188.385,195.259
"NAS Parallel Benchmarks - Test / Class: BT.A (Mop/s)",HIB,1440.41,1488.62
"lzbench - Test: Brotli 0 - Process: Decompression (MB/s)",HIB,363,374
"Rodinia - Test: OpenMP LavaMD (sec)",LIB,860.295,870.743
"x265 - Video Input: Bosphorus 1080p (FPS)",HIB,2.52,2.55
"libjpeg-turbo tjbench - Test: Decompression Throughput (Megapixels/sec)",HIB,97.426514,98.556328
"lzbench - Test: Libdeflate 1 - Process: Decompression (MB/s)",HIB,668,674
"Botan - Test: KASUMI - Decrypt (MiB/s)",HIB,51.086,50.649
"Glibc Benchmarks - Benchmark: sqrt (ns)",LIB,2.91590,2.89619
"Cryptsetup - AES-XTS 512b Encryption (MiB/s)",HIB,1195.6,1203.4
"Botan - Test: Twofish - Decrypt (MiB/s)",HIB,188.543,189.403
"Cryptsetup - AES-XTS 512b Decryption (MiB/s)",HIB,1198.7,1204.1
"Tachyon - Total Time (sec)",LIB,,617.5088
"DaCapo Benchmark - Java Test: Jython (msec)",LIB,8635,8630
"Tesseract OCR - Time To OCR 7 Images (sec)",LIB,,44.447
"GNU Octave Benchmark - (sec)",LIB,,25.699
"Darktable - Test: Server Room - Acceleration: CPU-only (sec)",LIB,,56.969
"Darktable - Test: Server Rack - Acceleration: CPU-only (sec)",LIB,,6.689
"Darktable - Test: Masskrug - Acceleration: CPU-only (sec)",LIB,,59.930
"Darktable - Test: Boat - Acceleration: CPU-only (sec)",LIB,,86.070
"Cryptsetup - Serpent-XTS 512b Decryption (MiB/s)",HIB,,83.5
"Cryptsetup - Serpent-XTS 512b Encryption (MiB/s)",HIB,,76.3
"Cryptsetup - Serpent-XTS 256b Decryption (MiB/s)",HIB,,83.4
"Cryptsetup - Serpent-XTS 256b Encryption (MiB/s)",HIB,,75.6
"Tesseract OCR - Time To OCR 7 Images (sec)",LIB,51.516,
"Scikit-Learn - Benchmark: Sparse Random Projections / 100 Iterations (sec)",LIB,,2888.867
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Components (sec)",LIB,,681.389
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Samples (sec)",LIB,,1196.663
"Scikit-Learn - Benchmark: Hist Gradient Boosting Categorical Only (sec)",LIB,,53.869
"Scikit-Learn - Benchmark: Plot Polynomial Kernel Approximation (sec)",LIB,,710.454
"Scikit-Learn - Benchmark: Plot Singular Value Decomposition (sec)",LIB,,662.604
"Scikit-Learn - Benchmark: Hist Gradient Boosting Threading (sec)",LIB,,625.113
"Scikit-Learn - Benchmark: Sample Without Replacement (sec)",LIB,,406.733
"Scikit-Learn - Benchmark: Hist Gradient Boosting (sec)",LIB,,362.356
"Scikit-Learn - Benchmark: Feature Expansions (sec)",LIB,,491.411
"Scikit-Learn - Benchmark: Plot OMP vs. LARS (sec)",LIB,,320.370
"Scikit-Learn - Benchmark: Plot Hierarchical (sec)",LIB,,572.178
"Scikit-Learn - Benchmark: Plot Lasso Path (sec)",LIB,,737.544
"Scikit-Learn - Benchmark: SGD Regression (sec)",LIB,,192.999
"Scikit-Learn - Benchmark: Plot Neighbors (sec)",LIB,,507.358
"Scikit-Learn - Benchmark: Plot Ward (sec)",LIB,,172.778
"Scikit-Learn - Benchmark: Sparsify (sec)",LIB,,146.638
"Scikit-Learn - Benchmark: Lasso (sec)",LIB,,1133.074
"Scikit-Learn - Benchmark: Tree (sec)",LIB,,76.789
"Scikit-Learn - Benchmark: GLM (sec)",LIB,,1958.845
"Apache HTTP Server - Concurrent Requests: 1000 (Reqs/sec)",HIB,17837.04,
"Apache HTTP Server - Concurrent Requests: 500 (Reqs/sec)",HIB,18837.21,
"Apache HTTP Server - Concurrent Requests: 200 (Reqs/sec)",HIB,22260.20,
"Apache HTTP Server - Concurrent Requests: 100 (Reqs/sec)",HIB,22000.67,
"Apache HTTP Server - Concurrent Requests: 20 (Reqs/sec)",HIB,20808.70,
"Memcached mcperf - Method: Replace (Operations/sec)",HIB,32444.8,
"Memcached mcperf - Method: Prepend (Operations/sec)",HIB,32423.9,
"Memcached mcperf - Method: Delete (Operations/sec)",HIB,53146.5,
"Memcached mcperf - Method: Append (Operations/sec)",HIB,32526.3,
"Memcached mcperf - Method: Set (Operations/sec)",HIB,30290.7,
"Memcached mcperf - Method: Get (Operations/sec)",HIB,52735.8,
"Memcached mcperf - Method: Add (Operations/sec)",HIB,30269.6,
"GNU Octave Benchmark - (sec)",LIB,12.575,
"Darktable - Test: Server Room - Acceleration: CPU-only (sec)",LIB,13.154,
"Darktable - Test: Server Rack - Acceleration: CPU-only (sec)",LIB,0.797,
"Darktable - Test: Masskrug - Acceleration: CPU-only (sec)",LIB,17.157,
"Darktable - Test: Boat - Acceleration: CPU-only (sec)",LIB,21.389,
"CppPerformanceBenchmarks - Test: Function Objects (sec)",LIB,19.517,
"CppPerformanceBenchmarks - Test: Math Library (sec)",LIB,560.065,
"CppPerformanceBenchmarks - Test: Ctype (sec)",LIB,86.665,
"CppPerformanceBenchmarks - Test: Atol (sec)",LIB,98.927,
"MariaDB - Clients: 256 (Queries/sec)",HIB,166,
"MariaDB - Clients: 64 (Queries/sec)",HIB,408,
"MariaDB - Clients: 16 (Queries/sec)",HIB,574,
"MariaDB - Clients: 1 (Queries/sec)",HIB,1009,
"Renaissance - Test: In-Memory Database Shootout (ms)",LIB,7420.0,
"FFTW - Build: Float + SSE - Size: 2D FFT Size 4096 (Mflops)",HIB,,404.26
"FFTW - Build: Float + SSE - Size: 1D FFT Size 4096 (Mflops)",HIB,,5038.4
"CloverLeaf - Input: clover_bm64_short (sec)",LIB,519.78,
"Parboil - Test: OpenMP MRI Gridding (sec)",LIB,136.888072,
"Parboil - Test: OpenMP Stencil (sec)",LIB,32.019755,
"Parboil - Test: OpenMP CUTCP (sec)",LIB,12.205551,
"Parboil - Test: OpenMP LBM (sec)",LIB,225.289154,
"High Performance Conjugate Gradient - X Y Z: 160 160 160 - RT: 1800 (GFLOP/s)",HIB,2.84541,
"High Performance Conjugate Gradient - X Y Z: 144 144 144 - RT: 1800 (GFLOP/s)",HIB,2.83543,
"High Performance Conjugate Gradient - X Y Z: 160 160 160 - RT: 60 (GFLOP/s)",HIB,2.84869,
"High Performance Conjugate Gradient - X Y Z: 144 144 144 - RT: 60 (GFLOP/s)",HIB,2.83374,
"MBW - Test: Memory Copy, Fixed Block Size - Array Size: 4096 MiB (MiB/s)",HIB,10906.254,
"MBW - Test: Memory Copy - Array Size: 4096 MiB (MiB/s)",HIB,11344.864,
"Compile Bench - Test: Initial Create (MB/s)",HIB,188.85,
"Compile Bench - Test: Compile (MB/s)",HIB,743.91,
"BRL-CAD - (VGR Performance Metric)",HIB,,
"Scikit-Learn - Benchmark: Plot Non-Negative Matrix Factorization (sec)",LIB,,
"Scikit-Learn - Benchmark: 20 Newsgroups / Logistic Regression (sec)",LIB,,
"Scikit-Learn - Benchmark: Hist Gradient Boosting Higgs Boson (sec)",LIB,,
"Scikit-Learn - Benchmark: Isotonic / Perturbed Logarithm (sec)",LIB,,
"Scikit-Learn - Benchmark: Hist Gradient Boosting Adult (sec)",LIB,,
"Scikit-Learn - Benchmark: Covertype Dataset Benchmark (sec)",LIB,,
"Scikit-Learn - Benchmark: RCV1 Logreg Convergencet (sec)",LIB,,
"Scikit-Learn - Benchmark: Isotonic / Pathological (sec)",LIB,,
"Scikit-Learn - Benchmark: Plot Parallel Pairwise (sec)",LIB,,
"Scikit-Learn - Benchmark: Plot Incremental PCA (sec)",LIB,,
"Scikit-Learn - Benchmark: Isotonic / Logistic (sec)",LIB,,
"Scikit-Learn - Benchmark: TSNE MNIST Dataset (sec)",LIB,,
"Scikit-Learn - Benchmark: LocalOutlierFactor (sec)",LIB,,
"Scikit-Learn - Benchmark: Text Vectorizers (sec)",LIB,,
"Scikit-Learn - Benchmark: Plot Fast KMeans (sec)",LIB,,
"Scikit-Learn - Benchmark: Isolation Forest (sec)",LIB,,
"Scikit-Learn - Benchmark: SGDOneClassSVM (sec)",LIB,,
"Scikit-Learn - Benchmark: MNIST Dataset (sec)",LIB,,
"Scikit-Learn - Benchmark: Glmnet (sec)",LIB,,
"Scikit-Learn - Benchmark: SAGA (sec)",LIB,,
"Apache Siege - Concurrent Users: 100 (Transactions/sec)",HIB,,
"Apache HTTP Server - Concurrent Requests: 4 (Reqs/sec)",HIB,,
"nginx - Connections: 4000 (Reqs/sec)",HIB,10979.48,3935.92
"nginx - Connections: 500 (Reqs/sec)",HIB,11961.27,5343.28
"nginx - Connections: 1 (Reqs/sec)",HIB,,
"PyMongo Inserts - (sec)",LIB,,
"Numenta Anomaly Benchmark - Detector: Relative Entropy (sec)",LIB,377.227,69.487
"ctx_clock - (Clocks)",LIB,,
"PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU (Examples/sec)",HIB,,
"PlaidML - FP16: No - Mode: Training - Network: ResNet 50 - Device: CPU (Examples/sec)",HIB,,
"PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: CPU (Examples/sec)",HIB,,
"PlaidML - FP16: No - Mode: Training - Network: VGG16 - Device: CPU (Examples/sec)",HIB,,
"Stress-NG - Test: System V Message Passing (Bogo Ops/s)",HIB,1891334.53,740788.08
"TensorFlow - Build: Cifar10 (images/sec)",HIB,,
"PostgreSQL - Scaling: Buffer Test - Test: Heavy Contention - Mode: Read Write (TPS)",HIB,,
"PostgreSQL - Scaling: Buffer Test - Test: Heavy Contention - Mode: Read Only (TPS)",HIB,,
"PostgreSQL - Scaling: Buffer Test - Test: Normal Load - Mode: Read Write (TPS)",HIB,,
"PostgreSQL - Scaling: Buffer Test - Test: Normal Load - Mode: Read Only (TPS)",HIB,,
"Cpuminer-Opt - Algorithm: sha256t (kH/s)",HIB,,
"Cpuminer-Opt - Algorithm: skein (kH/s)",HIB,,
"Cpuminer-Opt - Algorithm: deep (kH/s)",HIB,,
"Cpuminer-Opt - Algorithm: m7m (kH/s)",HIB,,
"Tachyon - (sec)",LIB,,
"Minion - Benchmark: Quasigroup (sec)",LIB,,
"Minion - Benchmark: Solitaire (sec)",LIB,,
"Minion - Benchmark: Graceful (sec)",LIB,,
"Hackbench - Count: 32 - Type: Thread (sec)",LIB,,
"oneDNN - Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 (ms)",LIB,,
"oneDNN - Harness: Convolution Batch conv_alexnet - Data Type: f32 (ms)",LIB,,
"oneDNN - Harness: Deconvolution Batch deconv_3d - Data Type: f32 (ms)",LIB,,
"oneDNN - Harness: Deconvolution Batch deconv_1d - Data Type: f32 (ms)",LIB,,
"oneDNN - Harness: IP Batch 1D - Data Type: f32 (ms)",LIB,,
"Stockfish - Total Time (Nodes/s)",HIB,4393635,2631576
"x264 - Video Input: Bosphorus 1080p (FPS)",HIB,23.26,17.30
"SVT-VP9 - Tuning: Visual Quality Optimized - Input: Bosphorus 1080p (FPS)",HIB,,
"SVT-VP9 - Tuning: Visual Quality Optimized - Input: Bosphorus 4K (FPS)",HIB,,
"SVT-VP9 - Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p (FPS)",HIB,,
"SVT-VP9 - Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4K (FPS)",HIB,,
"SVT-VP9 - Tuning: VMAF Optimized - Input: Bosphorus 1080p (FPS)",HIB,,
"SVT-VP9 - Tuning: VMAF Optimized - Input: Bosphorus 4K (FPS)",HIB,,
"SVT-HEVC - Tuning: 10 - Input: Bosphorus 1080p (FPS)",HIB,,
"SVT-HEVC - Tuning: 7 - Input: Bosphorus 1080p (FPS)",HIB,,
"SVT-HEVC - Tuning: 1 - Input: Bosphorus 1080p (FPS)",HIB,,
"SVT-HEVC - Tuning: 10 - Input: Bosphorus 4K (FPS)",HIB,,
"SVT-HEVC - Tuning: 7 - Input: Bosphorus 4K (FPS)",HIB,,
"SVT-HEVC - Tuning: 1 - Input: Bosphorus 4K (FPS)",HIB,,
"Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Ultra Fast (FPS)",HIB,,
"Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Super Fast (FPS)",HIB,,
"Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Very Fast (FPS)",HIB,,
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Ultra Fast (FPS)",HIB,,
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Super Fast (FPS)",HIB,,
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Very Fast (FPS)",HIB,,
"Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Medium (FPS)",HIB,,
"Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Slow (FPS)",HIB,,
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Medium (FPS)",HIB,,
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Slow (FPS)",HIB,,
"Open FMM Nero2D - (sec)",LIB,,
"Node.js Express HTTP Load Test - (Reqs/sec)",HIB,,
"Renaissance - Test: Twitter Finagle (ms)",LIB,7713.1,5378.1
"DaCapo Benchmark - Java Test: Tradebeans (msec)",LIB,23940,13231
"Java Gradle Build - Gradle Build: Reactor (sec)",LIB,,
"Java SciMark - Computational Test: Sparse Matrix Multiply (Mflops)",HIB,1011.27,948.75
"Go Benchmarks - Test: garbage (ns/op)",LIB,,
"Go Benchmarks - Test: build (ns/op)",LIB,,
"Go Benchmarks - Test: json (ns/op)",LIB,,
"Go Benchmarks - Test: http (ns/op)",LIB,,
"BLAKE2 - (Cycles/Byte)",LIB,,
"Timed HMMer Search - (sec)",LIB,,
"Rodinia - Test: OpenMP Leukocyte (sec)",LIB,,
"Parboil - Test: OpenMP MRI-Q (sec)",LIB,,
"LeelaChessZero - Backend: BLAS (Nodes/s)",HIB,5,5
"HPC Challenge - Test / Class: Max Ping Pong Bandwidth ()",HIB,,
"HPC Challenge - Test / Class: Random Ring Bandwidth ()",HIB,,
"HPC Challenge - Test / Class: Random Ring Latency ()",HIB,,
"HPC Challenge - Test / Class: G-Random Access ()",HIB,,
"HPC Challenge - Test / Class: EP-STREAM Triad ()",HIB,,
"HPC Challenge - Test / Class: G-Ptrans ()",HIB,,
"HPC Challenge - Test / Class: EP-DGEMM ()",HIB,,
"HPC Challenge - Test / Class: G-Ffte ()",HIB,,
"HPC Challenge - Test / Class: G-HPL ()",HIB,,
"High Performance Conjugate Gradient - X Y Z: 192 192 192 - RT: 1800 (GFLOP/s)",HIB,,
"High Performance Conjugate Gradient - X Y Z: 192 192 192 - RT: 60 (GFLOP/s)",HIB,,
"Glibc Benchmarks - Benchmark: ffsll (ns)",LIB,2.65621,2.17881
"Sockperf - Test: Latency Under Load (MB/s)",HIB,,
"MBW - Test: Memory Copy, Fixed Block Size - Array Size: 8192 MiB (MiB/s)",HIB,,
"MBW - Test: Memory Copy - Array Size: 8192 MiB (MiB/s)",HIB,,
"Compile Bench - Test: Read Compiled Tree (MB/s)",HIB,1431.02,
"BlogBench - Test: Write (Final Score)",HIB,5534,2055