eoy2024

Benchmarks for a future article. AMD EPYC 4484PX 12-Core testing with a Supermicro AS-3015A-I H13SAE-MF v1.00 (2.1 BIOS) and ASPEED on Ubuntu 24.04 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 2412083-NE-EOY20246055
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eoy2024ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen Resolutiona4484PXpxAMD EPYC 4564P 16-Core @ 5.88GHz (16 Cores / 32 Threads)Supermicro AS-3015A-I H13SAE-MF v1.00 (2.1 BIOS)AMD Device 14d82 x 32GB DRAM-4800MT/s Micron MTC20C2085S1EC48BA1 BC3201GB Micron_7450_MTFDKCC3T2TFS + 960GB SAMSUNG MZ1L2960HCJR-00A07ASPEEDAMD Rembrandt Radeon HD AudioVA24312 x Intel I210Ubuntu 24.046.8.0-11-generic (x86_64)GNOME Shell 45.3X Server 1.21.1.11GCC 13.2.0ext41024x768AMD EPYC 4484PX 12-Core @ 5.66GHz (12 Cores / 24 Threads)6.12.2-061202-generic (x86_64)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-fxIygj/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-fxIygj/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- a: Scaling Governor: amd-pstate-epp performance (EPP: performance) - CPU Microcode: 0xa601209- 4484PX: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- px: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209Java Details- OpenJDK Runtime Environment (build 21.0.2+13-Ubuntu-2)Python Details- Python 3.12.3Security Details- a: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - 4484PX: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected - px: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

a4484PXpxResult OverviewPhoronix Test Suite100%114%128%142%Apache CassandraBYTE Unix BenchmarkASTC EncoderPrimesieveEtcpakPOV-RayOpenSSLBlenderACES DGEMMOSPRayStockfishRELION7-Zip CompressionBuild2RustlsLiteRTNAMDx265SVT-AV1Timed Eigen CompilationWhisperfileoneDNNNumpy BenchmarksimdjsonApache CouchDBWhisper.cppQuantLibLlama.cppGROMACSXNNPACKGcrypt LibraryCP2K Molecular DynamicsY-CruncherLlamafilePyPerformanceONNX RuntimeOpenVINO GenAIFinanceBenchRenaissance

eoy2024compress-7zip: Compression Ratingcompress-7zip: Decompression Ratingmt-dgemm: Sustained Floating-Point Ratecassandra: Writescouchdb: 100 - 1000 - 30couchdb: 100 - 3000 - 30couchdb: 300 - 1000 - 30couchdb: 300 - 3000 - 30couchdb: 500 - 1000 - 30couchdb: 500 - 3000 - 30astcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustiveastcenc: Very Thoroughblender: BMW27 - CPU-Onlyblender: Junkshop - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlybuild2: Time To Compilebyte: Pipebyte: Dhrystone 2byte: System Callbyte: Whetstone Doublecp2k: H20-64cp2k: H20-256cp2k: Fayalite-FISTetcpak: Multi-Threaded - ETC2financebench: Repo OpenMPfinancebench: Bonds OpenMPgcrypt: gromacs: water_GMX50_barelitert: DeepLab V3litert: SqueezeNetlitert: Inception V4litert: NASNet Mobilelitert: Mobilenet Floatlitert: Mobilenet Quantlitert: Inception ResNet V2litert: Quantized COCO SSD MobileNet v1llama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Text Generation 128llama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 512llama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 1024llama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 2048llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Text Generation 128llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 512llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 1024llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 2048llama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Text Generation 128llama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 512llama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 1024llama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 2048llamafile: Llama-3.2-3B-Instruct.Q6_K - Text Generation 16llamafile: Llama-3.2-3B-Instruct.Q6_K - Text Generation 128llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 256llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 512llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 16llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 1024llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 2048llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 128llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 16llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 256llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 512llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 128llamafile: wizardcoder-python-34b-v1.0.Q6_K - Text Generation 16llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 1024llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 2048llamafile: wizardcoder-python-34b-v1.0.Q6_K - Text Generation 128llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 256llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 512llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 1024llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 2048llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 256llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 512llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 1024llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 2048namd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomsnumpy: onednn: IP Shapes 1D - CPUonednn: IP Shapes 3D - CPUonednn: Convolution Batch Shapes Auto - CPUonednn: Deconvolution Batch shapes_1d - CPUonednn: Deconvolution Batch shapes_3d - CPUonednn: Recurrent Neural Network Training - CPUonednn: Recurrent Neural Network Inference - CPUonnx: GPT-2 - CPU - Standardonnx: GPT-2 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: ZFNet-512 - CPU - Standardonnx: ZFNet-512 - CPU - Standardonnx: T5 Encoder - CPU - Standardonnx: T5 Encoder - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: CaffeNet 12-int8 - CPU - Standardonnx: CaffeNet 12-int8 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: ResNet50 v1-12-int8 - CPU - Standardonnx: ResNet50 v1-12-int8 - CPU - Standardonnx: super-resolution-10 - CPU - Standardonnx: super-resolution-10 - CPU - Standardonnx: ResNet101_DUC_HDC-12 - CPU - Standardonnx: ResNet101_DUC_HDC-12 - CPU - Standardonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardopenssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305openvino-genai: Gemma-7b-int4-ov - CPUopenvino-genai: Gemma-7b-int4-ov - CPU - Time To First Tokenopenvino-genai: Gemma-7b-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Falcon-7b-instruct-int4-ov - CPUopenvino-genai: Falcon-7b-instruct-int4-ov - CPU - Time To First Tokenopenvino-genai: Falcon-7b-instruct-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPUopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPU - Time To First Tokenopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPU - Time Per Output Tokenospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timepovray: Trace Timeprimesieve: 1e12primesieve: 1e13pyperformance: gopyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: xml_etreepyperformance: gc_collectpyperformance: json_loadspyperformance: crypto_pyaespyperformance: async_tree_iopyperformance: regex_compilepyperformance: python_startuppyperformance: asyncio_tcp_sslpyperformance: django_templatepyperformance: asyncio_websocketspyperformance: pickle_pure_pythonquantlib: Squantlib: XXSrelion: Basic - CPUrenaissance: Scala Dottyrenaissance: Rand Forestrenaissance: ALS Movie Lensrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankrenaissance: Finagle HTTP Requestsrenaissance: Gaussian Mixture Modelrenaissance: In-Memory Database Shootoutrenaissance: Akka Unbalanced Cobwebbed Treerenaissance: Genetic Algorithm Using Jenetics + Futuresrustls: handshake - TLS13_CHACHA20_POLY1305_SHA256rustls: handshake - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256rustls: handshake-resume - TLS13_CHACHA20_POLY1305_SHA256rustls: handshake-ticket - TLS13_CHACHA20_POLY1305_SHA256rustls: handshake - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384rustls: handshake-resume - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256rustls: handshake-ticket - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256rustls: handshake-resume - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384rustls: handshake-ticket - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384simdjson: Kostyasimdjson: TopTweetsimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDstockfish: Chess Benchmarkstockfish: Chess Benchmarksvt-av1: Preset 3 - Bosphorus 4Ksvt-av1: Preset 5 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 3 - Bosphorus 1080psvt-av1: Preset 5 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 1080psvt-av1: Preset 3 - Beauty 4K 10-bitsvt-av1: Preset 5 - Beauty 4K 10-bitsvt-av1: Preset 8 - Beauty 4K 10-bitsvt-av1: Preset 13 - Beauty 4K 10-bitbuild-eigen: Time To Compilewhisper-cpp: ggml-base.en - 2016 State of the Unionwhisper-cpp: ggml-small.en - 2016 State of the Unionwhisper-cpp: ggml-medium.en - 2016 State of the Unionwhisperfile: Tinywhisperfile: Smallwhisperfile: Mediumx265: Bosphorus 4Kx265: Bosphorus 1080pxnnpack: FP32MobileNetV1xnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV3Smallxnnpack: FP16MobileNetV1xnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV3Smallxnnpack: QS8MobileNetV2y-cruncher: 1By-cruncher: 500Ma4484PXpx1638591659161141.19410427133369.929232.188106.13367.83148.049511.775396.6495156.221720.30251.68442.74153.5573.56143.3671.35506.2166.1292.05348806257.11866536062.749140426.6343491.958.191592.85794.032577.81721418.44531233061.21875162.1251.6923579.671794.1121477.8169361211.48823.1719530.22129.526.8870.7670.8563.097.2468.469.2662.9747.72327.3355.09279.0419.0320.134096819224.59163843276826.2810.224096819210.471.7816384327681.99409681921638432768153630726144122882.796320.75656775.751.125734.0586.672872.976122.412941372.03700.859134.5967.4277611.055290.4523102.3319.76985156.4536.3911215.589964.141636.3181.570843.2167310.87542.453723.553390.5972.55898141.1177.086011.54196648.52247.069121.242913058849505010478452217097172751700923935293409.83106.62101.7212.9386.0677.3419.2855.9351.869.009178.98486236.2457.639447.587898.8209318.5426.34778.49877.838.250.75914.217535.867712.141.775569.85.7764520.731516512.747613.432944.27477.0414.49805.7490.03506.42412.22319.43399.53256.14403.8732.876454.4580462.6388077.69404263.45423535.683563852.5726203321820810.211553632.145.9710.461.839.7610.4646507038547527969.5934.538102.005212.5229.573101.971339.023842.5581.4226.50412.46818.58858.65587.48973245.07838700.9141.70935195.41642534.91932.57114.4512521495181097911431190149892084418.4858.772141263125698842.73064217496075.901253.99117.566406.12164.468559.346278.2445109.026514.171.18871.941274.0897.01197.296.67679.34226.34111.65133443359.21346521770.330761218.9244075.353.005628.10492.21410.72622320.33203134600.773438171.0231.5772343.381809.1822083.38057.561244.7848.94319477.81420.157.1169.1166.5763.87.4168.266.8563.6152.3243.14232.26222.7519.4920.394096819225.86163843276827.5910.454096819210.911.8316384327682.05409681921638432768153630726144122882.381240.65119745.591.938062.730724.115513.402933.50841898.36965.015159.716.2581510.733893.1605110.949.01322208.1744.8028714.512268.9051941.4011.061882.81093355.75137.383226.7478356.4092.80544125.1727.988731.17627850.14140.093524.94029710523569076496336760711602918706881654402010.23121.4897.7913.493.0174.6520.2858.9149.316.527766.44913199.0235.631225.548886.4119825.2649.116110.60878.639.751.359.514.418236.869912.443.166671.76.085902132116911.864712.1169729.4428.6422.09378.8513.23655.82138.12492.23860.63241.54038.4904.057716.6459308.75333882.92344296.24306153.23035330.212282729.641586292.421329363.16.1110.821.8410.110.7633702298452675467.68429.09485.201198.11225.44688.415287.047776.1151.1885.60210.96717.40667.36492.70933268.23891809.7896937.13462173.38197473.5509127.16101.3712571365151580913831217146777971718.3798.688142213125605842.01283117394676.389254.733119.349408.483164.812560.7277.2994108.858814.14641.18621.939173.1697.1197.5397.09678.4224.64113.7833381363.11340340196.630701622.824413152.724631.3194.896409.87522318.73828134896.835938163.8391.5752359.991821.3522752.47931.641244.51849.20919490.71417.357.1267.9566.3563.797.4468.8166.5263.4152.37232.86244.77208.9919.520.514096819225.94163843276827.810.454096819210.931.8416384327682.05409681921638432768153630726144122882.353790.65448831.421.939132.729424.133213.406283.512431895.68966.013157.8936.3303410.712793.3441110.8929.01687206.0914.8514214.574768.6104937.7781.0662.79638357.60237.104826.9485356.1942.80695125.0767.994861.1705854.33443.36223.06049701989745076184405610709026564806867895555010.24122.397.6113.419374.5420.2958.8649.286.522066.52304197.25.710845.61476.407425.3289.147110.70979.439.450.859.214.418236.570612.543.365672.56.0959021.232216811.83912.1057733.02436.2453.29275.7474.93676.02229.72483.13815.23175.64002.3920.757688.0859206.34333574.3342775.29304060.283038723.482292879.441572010.681340712.855.4510.511.848.358.9733871595429733967.64628.82484.998194.02425.44788.27286.962769.8181.1845.55110.85517.35567.07693.45463266.81425809.48938.71828167.89219475.5108426.94101.2512721368157483713861248152779872318.3658.623OpenBenchmarking.org

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Compression Rating4484PXapx40K80K120K160K200K1412631638591422131. 7-Zip 23.01 (x64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Decompression Rating4484PXapx40K80K120K160K200K1256981659161256051. 7-Zip 23.01 (x64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

ACES DGEMM

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Rate4484PXapx2004006008001000842.731141.19842.011. (CC) gcc options: -ffast-math -mavx2 -O3 -fopenmp -lopenblas

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 5.0Test: Writes4484PXapx60K120K180K240K300K174960271333173946

Apache CouchDB

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 1000 - Rounds: 304484PXapx2040608010075.9069.9376.391. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 3000 - Rounds: 304484PXapx60120180240300253.99232.19254.731. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 1000 - Rounds: 304484PXapx306090120150117.57106.13119.351. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 3000 - Rounds: 304484PXapx90180270360450406.12367.83408.481. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 1000 - Rounds: 304484PXapx4080120160200164.47148.05164.811. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 3000 - Rounds: 304484PXapx120240360480600559.35511.78560.701. (CXX) g++ options: -flto -lstdc++ -shared -lei

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Fast4484PXapx90180270360450278.24396.65277.301. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Medium4484PXapx306090120150109.03156.22108.861. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Thorough4484PXapx51015202514.1720.3014.151. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Exhaustive4484PXapx0.3790.7581.1371.5161.8951.18871.68441.18621. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Very Thorough4484PXapx0.61671.23341.85012.46683.08351.94122.74101.93911. (CXX) g++ options: -O3 -flto -pthread

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: CPU-Only4484PXapx163248648074.0853.5573.16

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: CPU-Only4484PXapx2040608010097.0173.5697.10

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: CPU-Only4484PXapx4080120160200197.20143.36197.53

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: CPU-Only4484PXapx2040608010096.6771.3597.09

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: CPU-Only4484PXapx150300450600750679.34506.20678.40

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: CPU-Only4484PXapx50100150200250226.34166.12224.64

Build2

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.17Time To Compile4484PXapx306090120150111.6592.05113.78

BYTE Unix Benchmark

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Pipe4484PXapx10M20M30M40M50M33443359.248806257.133381363.11. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Dhrystone 24484PXapx400M800M1200M1600M2000M1346521770.31866536062.71340340196.61. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: System Call4484PXapx11M22M33M44M55M30761218.949140426.630701622.81. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

OpenBenchmarking.orgMWIPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Whetstone Double4484PXapx70K140K210K280K350K244075.3343491.9244131.01. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-644484PXapx132639526553.0158.1952.721. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-2564484PXapx140280420560700628.10592.86631.311. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: Fayalite-FIST4484PXapx2040608010092.2194.0394.901. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

Etcpak

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 2.0Benchmark: Multi-Threaded - Configuration: ETC24484PXapx120240360480600410.73577.82409.881. (CXX) g++ options: -flto -pthread

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMP4484PXapx5K10K15K20K25K22320.3321418.4522318.741. (CXX) g++ options: -O3 -march=native -fopenmp

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMP4484PXapx7K14K21K28K35K34600.7733061.2234896.841. (CXX) g++ options: -O3 -march=native -fopenmp

Gcrypt Library

OpenBenchmarking.orgSeconds, Fewer Is BetterGcrypt Library 1.10.34484PXapx4080120160200171.02162.13163.841. (CC) gcc options: -O2 -fvisibility=hidden

GROMACS

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACSInput: water_GMX50_bare4484PXapx0.38070.76141.14211.52281.90351.5771.6921.5751. GROMACS version: 2023.3-Ubuntu_2023.3_1ubuntu3

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V34484PXapx80016002400320040002343.383579.672359.99

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNet4484PXapx4008001200160020001809.181794.111821.35

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V44484PXapx5K10K15K20K25K22083.321477.822752.4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet Mobile4484PXapx4K8K12K16K20K8057.5616936.007931.64

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Float4484PXapx300600900120015001244.701211.481244.51

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Quant4484PXapx2004006008001000848.94823.17849.21

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V24484PXapx4K8K12K16K20K19477.819530.219490.7

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v14484PXapx50010001500200025001420.152129.521417.35

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Text Generation 1284484PXapx2468107.116.887.121. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 5124484PXapx163248648069.1170.7667.951. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 10244484PXapx163248648066.5770.8566.351. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 20484484PXapx142842567063.8063.0963.791. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Text Generation 1284484PXapx2468107.417.247.441. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 5124484PXapx153045607568.2068.4068.811. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 10244484PXapx153045607566.8569.2666.521. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 20484484PXapx142842567063.6162.9763.411. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Text Generation 1284484PXapx122436486052.3047.7252.371. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 5124484PXapx70140210280350243.14327.30232.861. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 10244484PXapx80160240320400232.26355.09244.771. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 20484484PXapx60120180240300222.75279.04208.991. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Llamafile

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 164484PXapx51015202519.4919.0319.50

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 1284484PXapx51015202520.3920.1320.51

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 2564484PXapx9001800270036004500409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 5124484PXapx2K4K6K8K10K819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 164484PXapx61218243025.8624.5925.94

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 10244484PXapx4K8K12K16K20K163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 20484484PXapx7K14K21K28K35K327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 1284484PXapx71421283527.5926.2827.80

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 164484PXapx369121510.4510.2210.45

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 2564484PXapx9001800270036004500409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 5124484PXapx2K4K6K8K10K819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 1284484PXapx369121510.9110.4710.93

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 164484PXapx0.4140.8281.2421.6562.071.831.781.84

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 10244484PXapx4K8K12K16K20K163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 20484484PXapx7K14K21K28K35K327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 1284484PXapx0.46130.92261.38391.84522.30652.051.992.05

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 2564484PXapx9001800270036004500409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 5124484PXapx2K4K6K8K10K819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 10244484PXapx4K8K12K16K20K163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 20484484PXapx7K14K21K28K35K327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 2564484PXapx30060090012001500153615361536

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 5124484PXapx7001400210028003500307230723072

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 10244484PXapx13002600390052006500614461446144

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 20484484PXapx3K6K9K12K15K122881228812288

NAMD

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: ATPase with 327,506 Atoms4484PXapx0.62921.25841.88762.51683.1462.381242.796322.35379

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: STMV with 1,066,628 Atoms4484PXapx0.17020.34040.51060.68080.8510.651190.756560.65448

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark4484PXapx2004006008001000745.59775.75831.42

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPU4484PXapx0.43630.87261.30891.74522.18151.938061.125731.93913MIN: 1.92MIN: 1.03MIN: 1.911. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPU4484PXapx0.91311.82622.73933.65244.56552.730724.058002.72942MIN: 2.7MIN: 3.75MIN: 2.71. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPU4484PXapx2468104.115516.672874.13321MIN: 4.05MIN: 6.2MIN: 4.071. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPU4484PXapx0.76641.53282.29923.06563.8323.402932.976123.40628MIN: 3.03MIN: 2.42MIN: 3.031. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPU4484PXapx0.79031.58062.37093.16123.95153.508402.412943.51243MIN: 3.46MIN: 2.34MIN: 3.471. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPU4484PXapx4008001200160020001898.361372.031895.68MIN: 1894.26MIN: 1342.06MIN: 1892.591. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPU4484PXapx2004006008001000965.02700.86966.01MIN: 963.27MIN: 679.89MIN: 963.431. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: GPT-2 - Device: CPU - Executor: Standard4484PXapx4080120160200159.71134.60157.891. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: yolov4 - Device: CPU - Executor: Standard4484PXapx369121510.7311.0610.711. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ZFNet-512 - Device: CPU - Executor: Standard4484PXapx20406080100110.94102.33110.891. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: T5 Encoder - Device: CPU - Executor: Standard4484PXapx50100150200250208.17156.45206.091. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: bertsquad-12 - Device: CPU - Executor: Standard4484PXapx4812162014.5115.5914.571. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard4484PXapx2004006008001000941.40636.32937.781. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: fcn-resnet101-11 - Device: CPU - Executor: Standard4484PXapx0.72381.44762.17142.89523.6192.810933.216702.796381. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard4484PXapx102030405037.3842.4537.101. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard4484PXapx80160240320400356.41390.60356.191. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: super-resolution-10 - Device: CPU - Executor: Standard4484PXapx306090120150125.17141.12125.081. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ResNet101_DUC_HDC-12 - Device: CPU - Executor: Standard4484PXapx0.34690.69381.04071.38761.73451.176271.541961.170501. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard4484PXapx112233445540.0947.0743.361. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenSSL

Algorithm: SHA256

a: The test quit with a non-zero exit status.

4484PX: The test quit with a non-zero exit status.

px: The test quit with a non-zero exit status.

Algorithm: SHA512

a: The test quit with a non-zero exit status.

4484PX: The test quit with a non-zero exit status.

px: The test quit with a non-zero exit status.

Algorithm: RSA4096

a: The test quit with a non-zero exit status.

4484PX: The test quit with a non-zero exit status.

px: The test quit with a non-zero exit status.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha204484PXapx30000M60000M90000M120000M150000M97105235690130588495050970198974501. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-128-GCM4484PXapx20000M40000M60000M80000M100000M76496336760104784522170761844056101. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-256-GCM4484PXapx20000M40000M60000M80000M100000M7116029187097172751700709026564801. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20-Poly13054484PXapx20000M40000M60000M80000M100000M6881654402092393529340686789555501. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Gemma-7b-int4-ov - Device: CPU4484PXapx369121510.239.8310.24

Model: TinyLlama-1.1B-Chat-v1.0 - Device: CPU

a: The test quit with a non-zero exit status. E: RuntimeError: Exception from src/inference/src/cpp/core.cpp:90:

4484PX: The test quit with a non-zero exit status. E: RuntimeError: Exception from src/inference/src/cpp/core.cpp:90:

px: The test quit with a non-zero exit status. E: RuntimeError: Exception from src/inference/src/cpp/core.cpp:90:

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Falcon-7b-instruct-int4-ov - Device: CPU4484PXapx369121513.4012.9313.41

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Phi-3-mini-128k-instruct-int4-ov - Device: CPU4484PXapx51015202520.2819.2820.29

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/ao/real_time4484PXapx36912156.527769.009176.52206

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/scivis/real_time4484PXapx36912156.449138.984866.52304

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/pathtracer/real_time4484PXapx50100150200250199.02236.25197.20

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/ao/real_time4484PXapx2468105.631227.639445.71084

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/scivis/real_time4484PXapx2468105.548887.587895.61470

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time4484PXapx2468106.411988.820936.40740

POV-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-RayTrace Time4484PXapx61218243025.2618.5425.331. POV-Ray 3.7.0.10.unofficial

Primesieve

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e124484PXapx36912159.1166.3479.1471. (CXX) g++ options: -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e134484PXapx20406080100110.6178.50110.711. (CXX) g++ options: -O3

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: go4484PXapx2040608010078.677.879.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: chaos4484PXapx91827364539.738.239.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: float4484PXapx122436486051.350.750.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: nbody4484PXapx132639526559.559.059.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pathlib4484PXapx4812162014.414.214.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: raytrace4484PXapx4080120160200182175182

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: xml_etree4484PXapx81624324036.835.836.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: gc_collect4484PXapx150300450600750699677706

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: json_loads4484PXapx369121512.412.112.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: crypto_pyaes4484PXapx102030405043.141.743.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: async_tree_io4484PXapx160320480640800666755656

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: regex_compile4484PXapx163248648071.769.872.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: python_startup4484PXapx2468106.085.776.09

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_tcp_ssl4484PXapx140280420560700590645590

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: django_template4484PXapx51015202521.020.721.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_websockets4484PXapx70140210280350321315322

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pickle_pure_python4484PXapx4080120160200169165168

QuantLib

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: S4484PXapx369121511.8612.7511.841. (CXX) g++ options: -O3 -march=native -fPIE -pie

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: XXS4484PXapx369121512.1213.4312.111. (CXX) g++ options: -O3 -march=native -fPIE -pie

RELION

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 5.0Test: Basic - Device: CPU4484PXapx2004006008001000729.40944.27733.021. (CXX) g++ options: -fPIC -std=c++14 -fopenmp -O3 -rdynamic -lfftw3f -lfftw3 -ldl -ltiff -lpng -ljpeg -lmpi_cxx -lmpi

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Scala Dotty4484PXapx100200300400500428.6477.0436.2MIN: 378.22 / MAX: 628.77MIN: 371.54 / MAX: 736.5MIN: 380.62 / MAX: 721.56

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Random Forest4484PXapx100200300400500422.0414.4453.2MIN: 357.91 / MAX: 497.55MIN: 322.79 / MAX: 466.1MIN: 352.31 / MAX: 513.31

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: ALS Movie Lens4484PXapx2K4K6K8K10K9378.89805.79275.7MIN: 8718.36 / MAX: 9413.7MIN: 9253.4 / MAX: 10057.61MIN: 8821.09 / MAX: 9495.91

Test: Apache Spark ALS

a: The test quit with a non-zero exit status.

4484PX: The test quit with a non-zero exit status.

px: The test quit with a non-zero exit status.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark Bayes4484PXapx110220330440550513.2490.0474.9MIN: 453.66 / MAX: 554.7MIN: 459.29 / MAX: 580.9MIN: 454.77 / MAX: 514.32

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Savina Reactors.IO4484PXapx80016002400320040003655.83506.43676.0MIN: 3655.76 / MAX: 4484.97MIN: 3506.38 / MAX: 4329.37MAX: 4536.84

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark PageRank4484PXapx50010001500200025002138.12412.22229.7MIN: 1499.64MIN: 1691.04MIN: 1612.96 / MAX: 2229.74

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Finagle HTTP Requests4484PXapx50010001500200025002492.22319.42483.1MIN: 1947.63MIN: 1832.84MIN: 1933.43

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Gaussian Mixture Model4484PXapx80016002400320040003860.63399.53815.2MIN: 2758.89 / MAX: 3860.61MIN: 2471.52MIN: 2749.56 / MAX: 3815.24

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: In-Memory Database Shootout4484PXapx70014002100280035003241.53256.13175.6MIN: 3037.03 / MAX: 3491.91MIN: 3019.89 / MAX: 3599.5MIN: 2896.06 / MAX: 3367.44

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Akka Unbalanced Cobwebbed Tree4484PXapx90018002700360045004038.44403.84002.3MIN: 4038.36 / MAX: 5089.28MAX: 5719.11MIN: 4002.27 / MAX: 4983.72

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Genetic Algorithm Using Jenetics + Futures4484PXapx2004006008001000904.0732.8920.7MIN: 886.83 / MAX: 919.31MIN: 713.67 / MAX: 813.49MIN: 888.75 / MAX: 934.44

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS13_CHACHA20_POLY1305_SHA2564484PXapx16K32K48K64K80K57716.6476454.4557688.081. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA2564484PXapx20K40K60K80K100K59308.7580462.6059206.341. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS13_CHACHA20_POLY1305_SHA2564484PXapx80K160K240K320K400K333882.92388077.69333574.301. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-ticket - Suite: TLS13_CHACHA20_POLY1305_SHA2564484PXapx90K180K270K360K450K344296.24404263.45342775.291. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA3844484PXapx90K180K270K360K450K306153.20423535.68304060.281. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA2564484PXapx800K1600K2400K3200K4000K3035330.213563852.573038723.481. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-ticket - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA2564484PXapx600K1200K1800K2400K3000K2282729.642620332.002292879.441. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA3844484PXapx400K800K1200K1600K2000K1586292.421820810.211572010.681. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-ticket - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA3844484PXapx300K600K900K1200K1500K1329363.101553632.141340712.851. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

simdjson

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: Kostya4484PXapx2468106.115.975.451. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: TopTweet4484PXapx369121510.8210.4610.511. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: LargeRandom4484PXapx0.4140.8281.2421.6562.071.841.831.841. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: PartialTweets4484PXapx369121510.109.768.351. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: DistinctUserID4484PXapx369121510.7610.468.971. (CXX) g++ options: -O3 -lrt

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfishChess Benchmark4484PXapx10M20M30M40M50M3370229846507038338715951. Stockfish 16 by the Stockfish developers (see AUTHORS file)

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 17Chess Benchmark4484PXapx12M24M36M48M60M4526754654752796429733961. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -msse -msse3 -mpopcnt -mavx2 -mbmi -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto-partition=one -flto=jobserver

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Bosphorus 4K4484PXapx36912157.6849.5907.6461. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Bosphorus 4K4484PXapx81624324029.0934.5428.821. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Bosphorus 4K4484PXapx2040608010085.20102.0185.001. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Bosphorus 4K4484PXapx50100150200250198.11212.52194.021. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Bosphorus 1080p4484PXapx71421283525.4529.5725.451. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Bosphorus 1080p4484PXapx2040608010088.42101.9788.271. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Bosphorus 1080p4484PXapx70140210280350287.05339.02286.961. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Bosphorus 1080p4484PXapx2004006008001000776.12842.56769.821. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Beauty 4K 10-bit4484PXapx0.320.640.961.281.61.1881.4221.1841. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Beauty 4K 10-bit4484PXapx2468105.6026.5045.5511. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Beauty 4K 10-bit4484PXapx369121510.9712.4710.861. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Beauty 4K 10-bit4484PXapx51015202517.4118.5917.361. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Timed Eigen Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.4.0Time To Compile4484PXapx153045607567.3658.6667.08

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the Union4484PXapx2040608010092.7187.4993.451. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-small.en - Input: 2016 State of the Union4484PXapx60120180240300268.24245.08266.811. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-medium.en - Input: 2016 State of the Union4484PXapx2004006008001000809.79700.91809.491. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

Whisperfile

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Tiny4484PXapx102030405037.1341.7138.72

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Small4484PXapx4080120160200173.38195.42167.89

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Medium4484PXapx120240360480600473.55534.92475.51

x265

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 4K4484PXapx81624324027.1632.5726.941. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 1080p4484PXapx306090120150101.37114.45101.251. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV14484PXapx300600900120015001257125212721. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV24484PXapx300600900120015001365149513681. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Large4484PXapx4008001200160020001515181015741. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Small4484PXapx20040060080010008099798371. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV14484PXapx300600900120015001383114313861. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV24484PXapx300600900120015001217119012481. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Large4484PXapx300600900120015001467149815271. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Small4484PXapx20040060080010007799207981. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV24484PXapx20040060080010007178447231. (CXX) g++ options: -O3 -lrt -lm

Y-Cruncher

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 1B4484PXapx51015202518.3818.4918.37

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 500M4484PXapx2468108.6888.7728.623

195 Results Shown

7-Zip Compression:
  Compression Rating
  Decompression Rating
ACES DGEMM
Apache Cassandra
Apache CouchDB:
  100 - 1000 - 30
  100 - 3000 - 30
  300 - 1000 - 30
  300 - 3000 - 30
  500 - 1000 - 30
  500 - 3000 - 30
ASTC Encoder:
  Fast
  Medium
  Thorough
  Exhaustive
  Very Thorough
Blender:
  BMW27 - CPU-Only
  Junkshop - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only
Build2
BYTE Unix Benchmark:
  Pipe
  Dhrystone 2
  System Call
  Whetstone Double
CP2K Molecular Dynamics:
  H20-64
  H20-256
  Fayalite-FIST
Etcpak
FinanceBench:
  Repo OpenMP
  Bonds OpenMP
Gcrypt Library
GROMACS
LiteRT:
  DeepLab V3
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
  Quantized COCO SSD MobileNet v1
Llama.cpp:
  CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Text Generation 128
  CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 512
  CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 1024
  CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 2048
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Text Generation 128
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 512
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 1024
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 2048
  CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Text Generation 128
  CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 512
  CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 1024
  CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 2048
Llamafile:
  Llama-3.2-3B-Instruct.Q6_K - Text Generation 16
  Llama-3.2-3B-Instruct.Q6_K - Text Generation 128
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 256
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 512
  TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 16
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 1024
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 2048
  TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 128
  mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 16
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 256
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 512
  mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 128
  wizardcoder-python-34b-v1.0.Q6_K - Text Generation 16
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 1024
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 2048
  wizardcoder-python-34b-v1.0.Q6_K - Text Generation 128
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 256
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 512
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 1024
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 2048
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 256
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 512
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 1024
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 2048
NAMD:
  ATPase with 327,506 Atoms
  STMV with 1,066,628 Atoms
Numpy Benchmark
oneDNN:
  IP Shapes 1D - CPU
  IP Shapes 3D - CPU
  Convolution Batch Shapes Auto - CPU
  Deconvolution Batch shapes_1d - CPU
  Deconvolution Batch shapes_3d - CPU
  Recurrent Neural Network Training - CPU
  Recurrent Neural Network Inference - CPU
ONNX Runtime:
  GPT-2 - CPU - Standard
  yolov4 - CPU - Standard
  ZFNet-512 - CPU - Standard
  T5 Encoder - CPU - Standard
  bertsquad-12 - CPU - Standard
  CaffeNet 12-int8 - CPU - Standard
  fcn-resnet101-11 - CPU - Standard
  ArcFace ResNet-100 - CPU - Standard
  ResNet50 v1-12-int8 - CPU - Standard
  super-resolution-10 - CPU - Standard
  ResNet101_DUC_HDC-12 - CPU - Standard
  Faster R-CNN R-50-FPN-int8 - CPU - Standard
OpenSSL:
  ChaCha20
  AES-128-GCM
  AES-256-GCM
  ChaCha20-Poly1305
OpenVINO GenAI:
  Gemma-7b-int4-ov - CPU
  Falcon-7b-instruct-int4-ov - CPU
  Phi-3-mini-128k-instruct-int4-ov - CPU
OSPRay:
  particle_volume/ao/real_time
  particle_volume/scivis/real_time
  particle_volume/pathtracer/real_time
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
POV-Ray
Primesieve:
  1e12
  1e13
PyPerformance:
  go
  chaos
  float
  nbody
  pathlib
  raytrace
  xml_etree
  gc_collect
  json_loads
  crypto_pyaes
  async_tree_io
  regex_compile
  python_startup
  asyncio_tcp_ssl
  django_template
  asyncio_websockets
  pickle_pure_python
QuantLib:
  S
  XXS
RELION
Renaissance:
  Scala Dotty
  Rand Forest
  ALS Movie Lens
  Apache Spark Bayes
  Savina Reactors.IO
  Apache Spark PageRank
  Finagle HTTP Requests
  Gaussian Mixture Model
  In-Memory Database Shootout
  Akka Unbalanced Cobwebbed Tree
  Genetic Algorithm Using Jenetics + Futures
Rustls:
  handshake - TLS13_CHACHA20_POLY1305_SHA256
  handshake - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256
  handshake-resume - TLS13_CHACHA20_POLY1305_SHA256
  handshake-ticket - TLS13_CHACHA20_POLY1305_SHA256
  handshake - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384
  handshake-resume - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256
  handshake-ticket - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256
  handshake-resume - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384
  handshake-ticket - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384
simdjson:
  Kostya
  TopTweet
  LargeRand
  PartialTweets
  DistinctUserID
Stockfish
Stockfish
SVT-AV1:
  Preset 3 - Bosphorus 4K
  Preset 5 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
  Preset 3 - Bosphorus 1080p
  Preset 5 - Bosphorus 1080p
  Preset 8 - Bosphorus 1080p
  Preset 13 - Bosphorus 1080p
  Preset 3 - Beauty 4K 10-bit
  Preset 5 - Beauty 4K 10-bit
  Preset 8 - Beauty 4K 10-bit
  Preset 13 - Beauty 4K 10-bit
Timed Eigen Compilation
Whisper.cpp:
  ggml-base.en - 2016 State of the Union
  ggml-small.en - 2016 State of the Union
  ggml-medium.en - 2016 State of the Union
Whisperfile:
  Tiny
  Small
  Medium
x265:
  Bosphorus 4K
  Bosphorus 1080p
XNNPACK:
  FP32MobileNetV1
  FP32MobileNetV2
  FP32MobileNetV3Large
  FP32MobileNetV3Small
  FP16MobileNetV1
  FP16MobileNetV2
  FP16MobileNetV3Large
  FP16MobileNetV3Small
  QS8MobileNetV2
Y-Cruncher:
  1B
  500M