eoy2024

Benchmarks for a future article. AMD EPYC 4124P 4-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 2412200-NE-EOY20240400
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Identifier
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  Test
  Duration
a
December 05
  6 Hours, 48 Minutes
4484PX
December 07
  7 Hours, 3 Minutes
px
December 07
  7 Hours, 3 Minutes
4464p
December 09
  7 Hours, 21 Minutes
4464p epyc
December 09
  7 Hours, 21 Minutes
4364P
December 11
  8 Hours, 21 Minutes
4584PX
December 16
  6 Hours, 23 Minutes
EPYC 4584PX amd
December 17
  6 Hours, 23 Minutes
45
December 18
  6 Hours, 22 Minutes
41
December 19
  10 Hours, 3 Minutes
41 b
December 20
  13 Hours, 1 Minute
Invert Behavior (Only Show Selected Data)
  7 Hours, 50 Minutes

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eoy2024ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen Resolutiona4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 bAMD 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)AMD EPYC 4464P 12-Core @ 5.48GHz (12 Cores / 24 Threads)AMD EPYC 4364P 8-Core @ 5.57GHz (8 Cores / 16 Threads)AMD EPYC 4584PX 16-Core @ 5.76GHz (16 Cores / 32 Threads)AMD EPYC 4124P 4-Core @ 5.17GHz (4 Cores / 8 Threads)960GB SAMSUNG MZ1L2960HCJR-00A07 + 3201GB Micron_7450_MTFDKCC3T2TFSOpenBenchmarking.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: 0xa601209- 4464p: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 4464p epyc: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 4364P: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 4584PX: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- EPYC 4584PX amd: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 45: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 41: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 41 b: 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- 4464p: 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- 4464p epyc: 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- 4364P: 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- 4584PX: 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- EPYC 4584PX amd: 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- 45: 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- 41: 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- 41 b: 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

a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 bResult OverviewPhoronix Test Suite100%213%326%439%RELIONACES DGEMMStockfishBYTE Unix BenchmarkApache CassandraBlenderOpenSSLASTC EncoderPrimesievePOV-RayEtcpakOSPRay7-Zip CompressionBuild2QuantLibNAMDSVT-AV1oneDNNGROMACSRustlsTimed Eigen CompilationCP2K Molecular Dynamicsx265Whisper.cppY-CruncherLiteRTXNNPACKONNX RuntimeApache CouchDBFinanceBenchNumpy BenchmarkRenaissanceGcrypt LibrarysimdjsonPyPerformance

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: 500Ma4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b1638591659161141.19410427133369.929232.188106.13367.83148.049511.775396.6495156.221720.30251.68442.74153.5573.56143.3671.35506.2166.1292.05348806257.11866536062.749140426.6343491.958.191592.85794.032577.81721418.44531233061.21875162.1251.6923579.671794.1121477.8169361211.48823.1719530.22129.526.8870.7670.8563.097.2468.469.2662.9747.72327.3355.09279.0419.0320.134096819224.59163843276826.2810.224096819210.471.7816384327681.99409681921638432768153630726144122882.796320.75656775.751.125734.0586.672872.976122.412941372.03700.859134.5967.4277611.055290.4523102.3319.76985156.4536.3911215.589964.141636.3181.570843.2167310.87542.453723.553390.5972.55898141.1177.086011.54196648.52247.069121.242913058849505010478452217097172751700923935293409.83106.62101.7212.9386.0677.3419.2855.9351.869.009178.98486236.2457.639447.587898.8209318.5426.34778.49877.838.250.75914.217535.867712.141.775569.85.7764520.731516512.747613.432944.27477.0414.49805.7490.03506.42412.22319.43399.53256.14403.8732.876454.4580462.6388077.69404263.45423535.683563852.5726203321820810.211553632.145.9710.461.839.7610.4646507038547527969.5934.538102.005212.5229.573101.971339.023842.5581.4226.50412.46818.58858.65587.48973245.07838700.9141.70935195.41642534.91932.57114.4512521495181097911431190149892084418.4858.772141263125698842.73064217496075.901253.99117.566406.12164.468559.346278.2445109.026514.171.18871.941274.0897.01197.296.67679.34226.34111.65133443359.21346521770.330761218.9244075.353.005628.10492.21410.72622320.33203134600.773438171.0231.5772343.381809.1822083.38057.561244.7848.94319477.81420.157.1169.1166.5763.87.4168.266.8563.6152.3243.14232.26222.7519.4920.394096819225.86163843276827.5910.454096819210.911.8316384327682.05409681921638432768153630726144122882.381240.65119745.591.938062.730724.115513.402933.50841898.36965.015159.716.2581510.733893.1605110.949.01322208.1744.8028714.512268.9051941.4011.061882.81093355.75137.383226.7478356.4092.80544125.1727.988731.17627850.14140.093524.94029710523569076496336760711602918706881654402010.23121.4897.7913.493.0174.6520.2858.9149.316.527766.44913199.0235.631225.548886.4119825.2649.116110.60878.639.751.359.514.418236.869912.443.166671.76.085902132116911.864712.1169729.4428.6422.09378.8513.23655.82138.12492.23860.63241.54038.4904.057716.6459308.75333882.92344296.24306153.23035330.212282729.641586292.421329363.16.1110.821.8410.110.7633702298452675467.68429.09485.201198.11225.44688.415287.047776.1151.1885.60210.96717.40667.36492.70933268.23891809.7896937.13462173.38197473.5509127.16101.3712571365151580913831217146777971718.3798.688142213125605842.01283117394676.389254.733119.349408.483164.812560.7277.2994108.858814.14641.18621.939173.1697.1197.5397.09678.4224.64113.7833381363.11340340196.630701622.824413152.724631.3194.896409.87522318.73828134896.835938163.8391.5752359.991821.3522752.47931.641244.51849.20919490.71417.357.1267.9566.3563.797.4468.8166.5263.4152.37232.86244.77208.9919.520.514096819225.94163843276827.810.454096819210.931.8416384327682.05409681921638432768153630726144122882.353790.65448831.421.939132.729424.133213.406283.512431895.68966.013157.8936.3303410.712793.3441110.8929.01687206.0914.8514214.574768.6104937.7781.0662.79638357.60237.104826.9485356.1942.80695125.0767.994861.1705854.33443.36223.06049701989745076184405610709026564806867895555010.24122.397.6113.419374.5420.2958.8649.286.522066.52304197.25.710845.61476.407425.3289.147110.70979.439.450.859.214.418236.570612.543.365672.56.0959021.232216811.83912.1057733.02436.2453.29275.7474.93676.02229.72483.13815.23175.64002.3920.757688.0859206.34333574.3342775.29304060.283038723.482292879.441572010.681340712.855.4510.511.848.358.9733871595429733967.64628.82484.998194.02425.44788.27286.962769.8181.1845.55110.85517.35567.07693.45463266.81425809.48938.71828167.89219475.5108426.94101.2512721368157483713861248152779872318.3658.623135033118569818.67814117363376.696259.196118.161401.989164.358551.346263.5475103.808913.5231.13651.854679.19104.7212.3105.45739.91243.35121.73732471450.7127293878829969810.924267958.397676.742100.486388.40421588.9062533551.523438156.3431.3982272.281820.3423141.47759.691248.12859.75720123.51431.197.0964.9663.7160.687.4265.2464.1560.4750.5235.94235.01213.0219.4720.484096819225.77163843276827.3610.484096819210.931.8316384327682.05409681921638432768153630726144122882.216450.61452781.661.887313.750036.364753.432873.389581911.441009.58136.2997.3333110.498295.2507101.4139.85896168.0365.9503514.688568.0775724.5331.37972.58688386.56336.120527.6828360.3542.77422134.9417.410371.14581872.74246.354321.57089395674371072709954220674315359606654874747010.17124.3898.3313.349374.9419.8259.8750.456.288076.29615199.5125.470435.357566.1739926.6099.701118.66478.33949.757.214.117735.36711241.873869.55.862620.631516410.287310.5788937.33424.6415.39243.0515.33523.12366.12650.93647.23288.54084.6924.556047.3857954.19328877.92336267.09301017.233061522.262283083.541543373.121297646.725.7810.661.819.810.5430315972431588537.25227.3682.525192.17124.85486.96282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7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Compression Ratinga4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b40K80K120K160K200K16385914126314221313503313380410187217036116975016937354079534251. 7-Zip 23.01 (x64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Decompression Ratinga4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b40K80K120K160K200K1659161256981256051185691185878822916458116593416618043781432101. 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 Ratea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20040060080010001141.19842.73842.01818.68812.15629.171091.011093.101092.09259.15263.201. (CC) gcc options: -ffast-math -mavx2 -O3 -fopenmp -lopenblas

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 5.0Test: Writesa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b60K120K180K240K300K2713331749601739461736331740251391102358932382272368266624366519

Apache CouchDB

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 1000 - Rounds: 30a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2040608010069.9375.9076.3976.7076.5873.2475.8976.6776.6696.7496.551. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 3000 - Rounds: 30a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b70140210280350232.19253.99254.73259.20259.06239.08252.83253.49253.28314.49316.461. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 1000 - Rounds: 30a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b306090120150106.13117.57119.35118.16116.42118.32116.24116.62116.22153.03154.041. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 3000 - Rounds: 30a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b110220330440550367.83406.12408.48401.99405.45398.39397.43400.40399.26515.50513.581. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 1000 - Rounds: 30a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b50100150200250148.05164.47164.81164.36163.36163.92163.81161.09161.47212.83212.531. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 3000 - Rounds: 30a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b150300450600750511.78559.35560.70551.35551.60545.97553.81554.40552.21695.35698.071. (CXX) g++ options: -flto -lstdc++ -shared -lei

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Fasta4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b90180270360450396.65278.24277.30263.55263.37205.01368.55368.57369.03100.3799.401. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Mediuma4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b306090120150156.22109.03108.86103.81103.6780.37144.48144.63144.6139.3239.041. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Thorougha4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b51015202520.302514.170014.146413.523013.513910.339218.707518.749918.76615.06555.04481. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Exhaustivea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.3790.7581.1371.5161.8951.68441.18871.18621.13651.13680.86121.56971.57431.57670.42440.42231. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Very Thorougha4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.61671.23341.85012.46683.08352.74101.94121.93911.85461.85591.40522.56342.56942.56960.69230.69061. (CXX) g++ options: -O3 -flto -pthread

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: CPU-Onlya4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b5010015020025053.5574.0873.1679.1979.24103.9755.2655.7455.18215.53214.89

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: CPU-Onlya4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b6012018024030073.5697.0197.10104.70104.01141.9973.8773.5573.69292.14294.04

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: CPU-Onlya4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b120240360480600143.36197.20197.53212.30211.40276.44149.37148.97149.37560.89563.14

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: CPU-Onlya4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b6012018024030071.3596.6797.09105.45105.24136.5173.9673.8673.48280.26282.19

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: CPU-Onlya4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b400800120016002000506.20679.34678.40739.91731.39978.03514.70513.66513.542077.692095.98

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: CPU-Onlya4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b140280420560700166.12226.34224.64243.35245.12320.59171.82171.25170.09667.71671.42

Build2

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.17Time To Compilea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b7014021028035092.05111.65113.78121.74117.07154.4391.7292.0291.02300.72294.95

BYTE Unix Benchmark

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Pipea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b10M20M30M40M50M48806257.133443359.233381363.132471450.732439611.623448988.544169926.744323920.044309550.911669425.711518844.21. (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 2a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b400M800M1200M1600M2000M1866536062.71346521770.31340340196.61272938788.01263644317.8966576789.41765175324.61771958344.71766450267.1478992410.7475486444.11. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: System Calla4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b11M22M33M44M55M49140426.630761218.930701622.829969810.929923094.421559197.040531084.040718581.640711986.910707715.010629944.81. (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 Doublea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b70K140K210K280K350K343491.9244075.3244131.0242679.0242340.5174760.6329601.4331202.0331193.784017.483540.71. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-64a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b30609012015058.1953.0152.7258.4058.8668.1743.1742.5142.47123.66130.811. (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: H20-256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b30060090012001500592.86628.10631.31676.74678.68740.09517.66517.92517.501281.081282.661. (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-FISTa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b408012016020094.0392.2194.90100.4997.45108.4484.8084.2184.07177.14179.121. (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: ETC2a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b120240360480600577.82410.73409.88388.40388.13304.24556.04556.41556.87155.44154.251. (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 OpenMPa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b7K14K21K28K35K21418.4522320.3322318.7421588.9121612.0421121.6121948.9421848.0722060.1532271.6732477.351. (CXX) g++ options: -O3 -march=native -fopenmp

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b10K20K30K40K50K33061.2234600.7734896.8433551.5233538.2732715.8134053.0633913.4633906.6947198.9446851.421. (CXX) g++ options: -O3 -march=native -fopenmp

Gcrypt Library

OpenBenchmarking.orgSeconds, Fewer Is BetterGcrypt Library 1.10.3a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b4080120160200162.13171.02163.84156.34156.71154.32150.64159.25167.63165.55169.141. (CC) gcc options: -O2 -fvisibility=hidden

GROMACS

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACSInput: water_GMX50_barea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.40880.81761.22641.63522.0441.6921.5771.5751.3981.3931.1041.8171.8081.8110.6640.6611. GROMACS version: 2023.3-Ubuntu_2023.3_1ubuntu3

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V3a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b80016002400320040003579.672343.382359.992272.282289.581569.752185.782200.932152.482950.802994.59

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNeta4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b70014002100280035001794.111809.181821.351820.341822.701654.651769.561765.391763.223173.553179.55

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V4a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b11K22K33K44K55K21477.822083.322752.423141.422928.324502.120102.819859.419686.049048.849101.9

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet Mobilea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b4K8K12K16K20K16936.008057.567931.647759.697640.813808.809311.779231.979245.765153.495034.38

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Floata4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b50010001500200025001211.481244.701244.511248.121248.601044.531165.501175.501178.942193.882190.79

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Quanta4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b400800120016002000823.17848.94849.21859.76857.49935.99734.35742.03730.171781.601785.40

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V2a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b9K18K27K36K45K19530.219477.819490.720123.520503.521153.518224.018412.317824.641844.041757.9

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v1a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b60012001800240030002129.521420.151417.351431.191415.111494.511337.781339.691343.222736.982741.68

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 128a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2468106.887.117.127.097.106.647.007.007.006.551. (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 512a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010070.7669.1167.9564.9664.4360.8792.8993.9191.7132.971. (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 1024a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010070.8566.5766.3563.7163.5059.2790.0191.3190.9631.911. (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 2048a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010063.0963.8063.7960.6860.8055.9586.1786.4786.6830.931. (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 128a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2468107.247.417.447.427.447.027.327.377.376.901. (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 512a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010068.4068.2068.8165.2464.6861.0993.2493.4994.0832.941. (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 1024a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010069.2666.8566.5264.1562.8459.5491.1290.4891.1732.591. (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 2048a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010062.9763.6163.4160.4760.3056.0586.5686.4486.9131.041. (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 128a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b122436486047.7252.3052.3750.5050.4351.8649.9049.7650.3351.501. (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 512a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b70140210280350327.30243.14232.86235.94242.10204.06316.80326.16337.06122.801. (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 1024a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b80160240320400355.09232.26244.77235.01227.71185.97290.10324.04291.02115.671. (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 2048a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b60120180240300279.04222.75208.99213.02212.30171.68289.41289.04273.67105.101. (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 16a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b51015202519.0319.4919.5019.4719.5318.8319.2719.2419.1619.17

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 128a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b51015202520.1320.3920.5120.4820.5019.6020.2320.2620.2920.08

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b90018002700360045004096409640964096409640964096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 512a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 16a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b61218243024.5925.8625.9425.7725.7824.2725.3225.3025.3823.80

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 1024a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 2048a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 128a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b71421283526.2827.5927.8027.3627.3525.5227.2027.1927.2125.09

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 16a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b369121510.2210.4510.4510.4810.459.9210.3010.3710.349.99

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b90018002700360045004096409640964096409640964096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 512a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 128a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b369121510.4710.9110.9310.9310.9110.3210.8110.8510.8210.46

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 16a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b0.41850.8371.25551.6742.09251.781.831.841.831.831.761.821.831.861.73

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 1024a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 2048a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 128a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b0.46350.9271.39051.8542.31751.992.052.052.052.061.932.032.032.031.93

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b90018002700360045004096409640964096409640964096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 512a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 1024a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 2048a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b300600900120015001536153615361536153615361536153615361536

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 512a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b70014002100280035003072307230723072307230723072307230723072

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 1024a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b130026003900520065006144614461446144614461446144614461446144

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 2048a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b3K6K9K12K15K12288122881228812288122881228812288122881228812288

NAMD

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: ATPase with 327,506 Atomsa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.64231.28461.92692.56923.21152.796322.381242.353792.216452.207281.740382.839132.854852.837980.888950.89241

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: STMV with 1,066,628 Atomsa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.17150.3430.51450.6860.85750.756560.651190.654480.614520.610930.497710.759870.756450.762270.273520.27320

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 Benchmarka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2004006008001000775.75745.59831.42781.66783.43813.31806.83754.41833.64705.99700.76

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.8621.7242.5863.4484.311.125731.938061.939131.887311.889191.906861.124651.128011.130123.831173.82885MIN: 1.03MIN: 1.92MIN: 1.91MIN: 1.83MIN: 1.83MIN: 1.86MIN: 1.09MIN: 1.1MIN: 1.1MIN: 3.77MIN: 3.771. (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: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b1.11572.23143.34714.46285.57854.058002.730722.729423.750033.745784.450962.746992.777272.778354.946894.95867MIN: 3.75MIN: 2.7MIN: 2.7MIN: 3.71MIN: 3.71MIN: 4.38MIN: 2.72MIN: 2.75MIN: 2.74MIN: 4.85MIN: 4.871. (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: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b36912156.672874.115514.133216.364756.371507.873674.038084.048774.035509.186589.16956MIN: 6.2MIN: 4.05MIN: 4.07MIN: 6.28MIN: 6.28MIN: 7.77MIN: 3.98MIN: 3.99MIN: 3.98MIN: 9.06MIN: 9.031. (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_1d - Engine: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468102.976123.402933.406283.432873.425473.786293.072193.063413.059187.267387.28139MIN: 2.42MIN: 3.03MIN: 3.03MIN: 2.96MIN: 2.9MIN: 3.55MIN: 2.59MIN: 2.58MIN: 2.56MIN: 6.92MIN: 6.941. (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: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468102.412943.508403.512433.389583.388233.780082.672192.664292.662967.536557.55315MIN: 2.34MIN: 3.46MIN: 3.47MIN: 3.28MIN: 3.28MIN: 3.64MIN: 2.62MIN: 2.62MIN: 2.62MIN: 7.53MIN: 7.521. (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: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b100020003000400050001372.031898.361895.681911.441913.862422.831320.991320.371320.234726.084752.85MIN: 1342.06MIN: 1894.26MIN: 1892.59MIN: 1895MIN: 1899.63MIN: 2416.25MIN: 1308.56MIN: 1301.96MIN: 1302.81MIN: 4716.28MIN: 4746.781. (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: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b5001000150020002500700.86965.02966.011009.581012.191270.76672.51670.23670.702415.252441.27MIN: 679.89MIN: 963.27MIN: 963.43MIN: 994.85MIN: 999.17MIN: 1266.25MIN: 665.03MIN: 663.39MIN: 662.66MIN: 2406.21MIN: 2435.831. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b4080120160200134.60159.71157.89136.30135.72125.52166.05165.77166.17124.17123.271. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b369121511.0552010.7338010.7127010.4982010.4865013.2372011.3551011.3166011.310507.160157.157121. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b306090120150102.33110.94110.89101.41101.6297.23112.67113.29113.1773.8873.001. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b50100150200250156.45208.17206.09168.04166.51141.57203.95203.49203.93141.96140.031. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b51015202515.5914.5114.5714.6914.6919.8115.0114.9414.8810.5210.621. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2004006008001000636.32941.40937.78724.53748.66762.251005.50999.971013.19495.84495.081. (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: fcn-resnet101-11 - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.76541.53082.29623.06163.8273.216702.810932.796382.586882.590252.052113.386583.390643.401781.079031.078291. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b102030405042.4537.3837.1036.1236.4039.0843.8444.0543.4923.8423.911. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b80160240320400390.60356.41356.19360.35361.30376.53383.13382.77380.80207.61202.121. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b306090120150141.12125.17125.08134.94134.52157.08122.17122.21122.2273.2773.841. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.34870.69741.04611.39481.74351.5419601.1762701.1705001.1458101.1563200.9163171.5361901.5436501.5498800.4647230.4644851. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b112233445547.0740.0943.3646.3546.0944.8048.2647.8947.6736.1138.531. (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.

4464p: The test quit with a non-zero exit status.

4464p epyc: The test quit with a non-zero exit status.

4364P: The test quit with a non-zero exit status.

4584PX: The test quit with a non-zero exit status.

EPYC 4584PX amd: The test quit with a non-zero exit status.

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

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

41 b: 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.

4464p: The test quit with a non-zero exit status.

4464p epyc: The test quit with a non-zero exit status.

4364P: The test quit with a non-zero exit status.

4584PX: The test quit with a non-zero exit status.

EPYC 4584PX amd: The test quit with a non-zero exit status.

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

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

41 b: 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.

4464p: The test quit with a non-zero exit status.

4464p epyc: The test quit with a non-zero exit status.

4364P: The test quit with a non-zero exit status.

4584PX: The test quit with a non-zero exit status.

EPYC 4584PX amd: The test quit with a non-zero exit status.

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

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

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

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b30000M60000M90000M120000M150000M130588495050971052356909701989745093956743710939075728706804832966012779329481012826541698012827876611033280835860332895428601. 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-GCMa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20000M40000M60000M80000M100000M104784522170764963367607618440561072709954220726675273005375566370010045000881010066659164010074230129025376123290255823746401. 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-GCMa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20000M40000M60000M80000M100000M97172751700711602918707090265648067431535960673962543804993094560093168087590935559913509361459418023845653160237605350101. 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-Poly1305a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20000M40000M60000M80000M100000M92393529340688165440206867895555066548747470664977394304827810993090711447140909274180309102509288023701092760237011383601. 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: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b36912159.8310.2310.2410.1710.209.5210.1110.1410.178.05

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:

4464p: The test quit with a non-zero exit status. E: RuntimeError: Exception from src/inference/src/cpp/core.cpp:90:

4464p epyc: The test quit with a non-zero exit status. E: RuntimeError: Exception from src/inference/src/cpp/core.cpp:90:

4364P: The test quit with a non-zero exit status. E: RuntimeError: Exception from src/inference/src/cpp/core.cpp:90:

4584PX: The test quit with a non-zero exit status. E: RuntimeError: Exception from src/inference/src/cpp/core.cpp:90:

EPYC 4584PX amd: The test quit with a non-zero exit status. E: RuntimeError: Exception from src/inference/src/cpp/core.cpp:90:

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

41 b: 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: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b369121512.9313.4013.4113.3413.3212.5913.3213.2413.3611.38

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Phi-3-mini-128k-instruct-int4-ov - Device: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b51015202519.2820.2820.2919.8219.8219.0019.6719.7319.7116.65

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/ao/real_timea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b36912159.009176.527766.522066.288076.292114.639658.515738.571468.548782.302232.26612

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/scivis/real_timea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b36912158.984866.449136.523046.296156.271884.624238.490978.512338.543952.295442.27718

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/pathtracer/real_timea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b50100150200250236.25199.02197.20199.51199.55177.12218.18220.80220.73112.72111.48

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/ao/real_timea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468107.639445.631225.710845.470435.470573.917497.387607.445757.463991.844071.90481

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/scivis/real_timea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468107.587895.548885.614705.357565.361893.831527.323537.322847.315941.908041.89469

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468108.820936.411986.407406.173996.176244.523188.437528.477278.496462.238512.22318

POV-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-RayTrace Timea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b163248648018.5425.2625.3326.6126.6034.9219.5520.3319.5270.0670.771. POV-Ray 3.7.0.10.unofficial

Primesieve

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e12a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b6121824306.3479.1169.1479.7019.70512.2736.9266.9036.93724.72324.8211. (CXX) g++ options: -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e13a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b7014021028035078.50110.61110.71118.66118.85150.6784.4984.2684.32301.60302.741. (CXX) g++ options: -O3

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: goa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2040608010077.878.679.478.376.075.378.479.678.178.478.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: chaosa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b91827364538.239.739.439.038.638.339.239.138.839.940.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: floata4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b122436486050.751.350.849.749.748.251.151.050.752.852.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: nbodya4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b142842567059.059.559.257.258.656.859.058.859.660.460.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pathliba4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b4812162014.214.414.414.114.113.514.114.114.214.614.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: raytracea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b4080120160200175182182177176174176176179182180

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: xml_etreea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b81624324035.836.836.535.335.634.736.136.236.136.736.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: gc_collecta4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b150300450600750677699706671671649682686689702704

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: json_loadsa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b369121512.112.412.512.012.011.812.512.212.312.412.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: crypto_pyaesa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b102030405041.743.143.341.842.040.742.742.742.443.043.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: async_tree_ioa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2004006008001000755666656738742726653651633855858

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: regex_compilea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b163248648069.871.772.569.570.068.171.469.870.472.672.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: python_startupa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468105.776.086.095.805.816.346.016.016.036.936.97

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_tcp_ssla4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b160320480640800645590590626628610582586581723737

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: django_templatea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b51015202520.721.021.220.620.620.120.821.020.921.221.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_websocketsa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b70140210280350315321322315316308315317314330331

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pickle_pure_pythona4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b4080120160200165169168164164162166165163171171

QuantLib

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: Sa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b4812162012.7476011.8647011.8390010.2873010.253108.0269614.0171014.0472014.043104.430214.430911. (CXX) g++ options: -O3 -march=native -fPIE -pie

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: XXSa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b4812162013.4320012.1169012.1057010.5788010.561608.1915314.6240014.6973014.622604.476434.464111. (CXX) g++ options: -O3 -march=native -fPIE -pie

RELION

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 5.0Test: Basic - Device: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b7001400210028003500944.27729.40733.02937.33946.431369.23551.72553.78549.802771.783046.811. (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 Dottya4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b110220330440550477.0428.6436.2424.6442.9464.5441.9411.9455.6506.5515.8MIN: 371.54 / MAX: 736.5MIN: 378.22 / MAX: 628.77MIN: 380.62 / MAX: 721.56MIN: 376.26 / MAX: 659.55MIN: 376.04 / MAX: 787.17MIN: 358.07 / MAX: 790.35MIN: 387.7 / MAX: 646.01MIN: 362.36 / MAX: 713.71MIN: 394.05 / MAX: 695.67MIN: 420.76 / MAX: 1038.72MIN: 426.08 / MAX: 1026.55

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Random Foresta4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b110220330440550414.4422.0453.2415.3412.9381.6420.7402.2407.7439.9485.4MIN: 322.79 / MAX: 466.1MIN: 357.91 / MAX: 497.55MIN: 352.31 / MAX: 513.31MIN: 342.21 / MAX: 486.26MIN: 342.95 / MAX: 473.15MIN: 332.96 / MAX: 445.77MIN: 339.2 / MAX: 478.26MIN: 343.06 / MAX: 486.63MIN: 337.66 / MAX: 471.92MIN: 388.86 / MAX: 516.9MIN: 403.24 / MAX: 525.59

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: ALS Movie Lensa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2K4K6K8K10K9805.79378.89275.79243.08980.85993.49891.49969.89972.07465.17147.4MIN: 9253.4 / MAX: 10057.61MIN: 8718.36 / MAX: 9413.7MIN: 8821.09 / MAX: 9495.91MIN: 8920.42 / MAX: 9406.46MIN: 8480.95 / MAX: 9113.57MIN: 5836.57 / MAX: 6535.35MIN: 9364.27 / MAX: 10037.94MIN: 9680.91 / MAX: 9983.16MIN: 9479.38 / MAX: 10040.33MIN: 6716.72 / MAX: 7815.35MIN: 6653.82 / MAX: 7863.42

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.

4464p: The test quit with a non-zero exit status.

4464p epyc: The test quit with a non-zero exit status.

4364P: The test quit with a non-zero exit status.

4584PX: The test quit with a non-zero exit status.

EPYC 4584PX amd: The test quit with a non-zero exit status.

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

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

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark Bayesa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b130260390520650490.0513.2474.9515.3513.3483.4477.0515.6500.0566.2600.1MIN: 459.29 / MAX: 580.9MIN: 453.66 / MAX: 554.7MIN: 454.77 / MAX: 514.32MIN: 456.38 / MAX: 531.31MIN: 455.04 / MAX: 535.53MIN: 456.88 / MAX: 535.94MIN: 460.78 / MAX: 515.59MIN: 459.35 / MAX: 536.06MIN: 457.03 / MAX: 581.14MIN: 493.35 / MAX: 1029.04MIN: 506.71 / MAX: 741.31

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Savina Reactors.IOa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b80016002400320040003506.43655.83676.03523.13688.63349.53582.43641.93589.43745.83818.5MIN: 3506.38 / MAX: 4329.37MIN: 3655.76 / MAX: 4484.97MAX: 4536.84MIN: 3523.09 / MAX: 4370.41MAX: 4840.82MIN: 3349.49 / MAX: 4130.17MIN: 3582.35 / MAX: 4689.63MAX: 4585.77MAX: 4472.27MIN: 3745.79 / MAX: 4547.1MAX: 4702.95

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark PageRanka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b50010001500200025002412.22138.12229.72366.12373.02506.82182.52227.92179.02267.12292.2MIN: 1691.04MIN: 1499.64MIN: 1612.96 / MAX: 2229.74MIN: 1667.92 / MAX: 2366.13MIN: 1684.52MIN: 1771.47MIN: 1564.17MIN: 1592.13 / MAX: 2227.91MIN: 1591.55 / MAX: 2179.02MIN: 2117.39 / MAX: 2335.98MIN: 2106.39 / MAX: 2374.31

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Finagle HTTP Requestsa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b60012001800240030002319.42492.22483.12650.92708.11705.52627.32571.22570.51664.41669.9MIN: 1832.84MIN: 1947.63MIN: 1933.43MIN: 2066.79MIN: 2074.84 / MAX: 2708.11MIN: 1676.49 / MAX: 1730.57MIN: 2034.59 / MAX: 2627.31MIN: 1999.64MIN: 1960.33 / MAX: 2570.51MIN: 1625.17 / MAX: 1776.68MIN: 1612.75 / MAX: 1713.57

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Gaussian Mixture Modela4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b80016002400320040003399.53860.63815.23647.23703.23397.03806.53773.13829.93087.03130.4MIN: 2471.52MIN: 2758.89 / MAX: 3860.61MIN: 2749.56 / MAX: 3815.24MIN: 2576.86 / MAX: 3647.22MIN: 2648.51 / MAX: 3703.23MIN: 2497.54 / MAX: 3397.03MIN: 2770.53 / MAX: 3806.52MIN: 2755.26 / MAX: 3773.12MIN: 2792.29MIN: 2935.02 / MAX: 3439.02MIN: 2997.45 / MAX: 3481.57

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: In-Memory Database Shootouta4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b80016002400320040003256.13241.53175.63288.53275.53244.83232.83442.93408.42951.13681.9MIN: 3019.89 / MAX: 3599.5MIN: 3037.03 / MAX: 3491.91MIN: 2896.06 / MAX: 3367.44MIN: 2991.78 / MAX: 3586.63MIN: 3012.8 / MAX: 3533.02MIN: 2350.89MIN: 3057.86 / MAX: 3585.74MIN: 3258.62 / MAX: 3709.4MIN: 3187.55 / MAX: 3638.98MIN: 2787.28 / MAX: 3070.94MIN: 2559.5

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Akka Unbalanced Cobwebbed Treea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b100020003000400050004403.84038.44002.34084.64098.53720.14384.04344.84359.34474.84457.1MAX: 5719.11MIN: 4038.36 / MAX: 5089.28MIN: 4002.27 / MAX: 4983.72MAX: 5256.95MIN: 4098.48 / MAX: 5163.21MIN: 3720.09 / MAX: 4686.78MIN: 4383.98 / MAX: 5691.67MAX: 5622.35MIN: 4359.25 / MAX: 5618.71MIN: 4474.77 / MAX: 5751.45MIN: 4457.08 / MAX: 5796.57

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Genetic Algorithm Using Jenetics + Futuresa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2004006008001000732.8904.0920.7924.5884.0749.91050.3959.3891.2806.4801.4MIN: 713.67 / MAX: 813.49MIN: 886.83 / MAX: 919.31MIN: 888.75 / MAX: 934.44MIN: 821.03MIN: 863.46 / MAX: 897.46MIN: 737.7 / MAX: 777.92MIN: 1016.46 / MAX: 1068.02MIN: 844.95MIN: 861.29 / MAX: 903.79MIN: 786.25 / MAX: 832.34MIN: 786.46 / MAX: 836.72

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS13_CHACHA20_POLY1305_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b16K32K48K64K80K76454.4557716.6457688.0856047.3856176.9043571.8672793.2672508.1372140.7521499.7321444.091. (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_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20K40K60K80K100K80462.6059308.7559206.3457954.1958056.0145095.3574468.4974683.7474672.5722255.2322201.031. (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_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b80K160K240K320K400K388077.69333882.92333574.30328877.92326342.42272035.68379874.32382691.63382067.30135362.96135016.231. (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_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b90K180K270K360K450K404263.45344296.24342775.29336267.09335411.96265949.20393408.85394570.00395112.39132265.65132025.361. (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_SHA384a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b90K180K270K360K450K423535.68306153.20304060.28301017.23301217.61225379.66435194.20436101.34435926.40106833.78105324.921. (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_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b800K1600K2400K3200K4000K3563852.573035330.213038723.483061522.263082657.502874011.563397871.033431395.733379343.722105346.652103587.501. (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_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b600K1200K1800K2400K3000K2620332.002282729.642292879.442283083.542304145.792353677.962528614.522558621.382559245.201656876.391571309.621. (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_SHA384a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b400K800K1200K1600K2000K1820810.211586292.421572010.681543373.121532788.041298373.661863395.071874050.701862938.00732992.32690282.021. (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_SHA384a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b300K600K900K1200K1500K1553632.141329363.101340712.851297646.721300937.301187839.341559859.891569308.651569479.70596141.19602002.021. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

simdjson

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: Kostyaa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468105.976.115.455.786.026.066.076.045.545.705.681. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: TopTweeta4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b369121510.4610.8210.5110.6610.6910.8611.259.199.4010.029.971. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: LargeRandoma4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.4140.8281.2421.6562.071.831.841.841.811.731.811.821.831.831.701.711. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: PartialTweetsa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b36912159.7610.108.359.809.6310.049.859.9810.329.329.301. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: DistinctUserIDa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b369121510.4610.768.9710.5410.2810.8511.0511.149.159.9210.161. (CXX) g++ options: -O3 -lrt

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfishChess Benchmarka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b10M20M30M40M50M46507038337022983387159530315972299400742401702444446458457247944879707912024682116075021. Stockfish 16 by the Stockfish developers (see AUTHORS file)

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 17Chess Benchmarka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b13M26M39M52M65M54752796452675464297339643158853420429513151493757247763586766365576270212630264149437371. (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 4Ka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b36912159.5907.6847.6467.2527.2325.3739.3299.4009.3452.8082.7931. (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 4Ka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b81624324034.5429.0928.8227.3627.5619.8534.1634.4134.6610.8710.811. (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 4Ka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20406080100102.0185.2085.0082.5382.1665.19101.33101.54101.5235.8535.641. (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 4Ka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b50100150200250212.52198.11194.02192.17190.34156.60217.91218.53217.9685.9585.601. (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 1080pa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b71421283529.5725.4525.4524.8524.8118.7429.0729.2129.1810.5810.551. (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 1080pa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20406080100101.9788.4288.2786.9686.3965.3298.7999.4598.9137.1737.071. (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 1080pa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b70140210280350339.02287.05286.96282.01281.89215.21320.18327.26325.95123.79122.921. (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 1080pa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2004006008001000842.56776.12769.82752.16748.15652.97842.34845.58835.45380.63377.791. (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-bita4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.32240.64480.96721.28961.6121.4221.1881.1841.1291.1320.8721.4261.4331.4270.4430.4411. (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-bita4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468106.5045.6025.5515.4455.4223.8026.3276.3916.3222.1782.1721. (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-bita4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b369121512.46810.96710.85510.91410.8856.45812.08611.89712.1124.3344.3321. (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-bita4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b51015202518.58817.40617.35518.00217.9449.18817.84517.86317.8368.0077.9841. (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 Compilea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b30609012015058.6667.3667.0869.3869.5884.4858.8258.6957.18145.21146.66

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the Uniona4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b408012016020087.4992.7193.4597.9497.55103.7284.6884.0384.11187.29186.231. (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 Uniona4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b130260390520650245.08268.24266.81280.03280.47314.48233.68233.05232.58581.27583.201. (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 Uniona4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b400800120016002000700.91809.79809.49838.18839.99966.01686.88684.39684.131797.861. (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: Tinya4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b153045607541.7137.1338.7240.8538.5841.3035.9135.4335.1166.11

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Smalla4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b70140210280350195.42173.38167.89178.33177.87193.94155.14155.97154.44310.38

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Mediuma4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2004006008001000534.92473.55475.51491.98492.70528.33425.51424.95424.57845.17

x265

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 4Ka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b81624324032.5727.1626.9426.0925.8518.8532.5932.2232.2310.9110.891. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 1080pa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b306090120150114.45101.37101.25101.23101.3388.71113.37113.16113.3156.6156.031. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV14584PXa4484PXpx4464p4464p epyc4364PEPYC 4584PX amd454141 b5001000150020002500119412521257127212671246105611921189236724071. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV24584PXa4484PXpx4464p4464p epyc4364PEPYC 4584PX amd454141 b3006009001200150014841495136513681357132770814771478142514431. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Large4584PXa4484PXpx4464p4464p epyc4364PEPYC 4584PX amd454141 b40080012001600200017601810151515741473154275317561754134213591. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Small4584PXa4484PXpx4464p4464p epyc4364PEPYC 4584PX amd454141 b20040060080010009339798098377997913359319294124141. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV1a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b8001600240032004000114313831386141814141578120011961195351235081. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV24584PXa4484PXpx4464p4464p epyc4364PEPYC 4584PX amd454141 b5001000150020002500122411901217124812081210108812221223213120971. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Large4584PXa4484PXpx4464p4464p epyc4364PEPYC 4584PX amd454141 b400800120016002000152714981467152714291427106715421547201819981. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Small4584PXa4484PXpx4464p4464p epyc4364PEPYC 4584PX amd454141 b20040060080010008779207797987597664558718987147201. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV24584PXa4484PXpx4464p4464p epyc4364PEPYC 4584PX amd454141 b20040060080010008098447177237037034008078016236231. (CXX) g++ options: -O3 -lrt -lm

Y-Cruncher

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 1Ba4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b91827364518.4918.3818.3719.3619.2823.8917.3417.5717.3640.5639.25

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 500Ma4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b5101520258.7728.6888.6239.0419.06710.9548.1738.2798.11918.16518.290

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