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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Result
Identifier
Performance Per
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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

eoy2024openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305svt-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-bitx265: Bosphorus 4Kx265: Bosphorus 1080psimdjson: Kostyasimdjson: TopTweetsimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDmt-dgemm: Sustained Floating-Point Raterustls: 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_SHA384onnx: GPT-2 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: ZFNet-512 - CPU - Standardonnx: T5 Encoder - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: CaffeNet 12-int8 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: ResNet50 v1-12-int8 - CPU - Standardonnx: super-resolution-10 - CPU - Standardonnx: ResNet101_DUC_HDC-12 - CPU - Standardonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardospray: 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_timebyte: Pipebyte: Dhrystone 2byte: System Callcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingetcpak: Multi-Threaded - ETC2astcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustiveastcenc: Very Thoroughbyte: Whetstone Doublestockfish: Chess Benchmarkstockfish: Chess Benchmarkgromacs: water_GMX50_barenamd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomscassandra: Writesnumpy: quantlib: Squantlib: XXSllama-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 2048openvino-genai: Gemma-7b-int4-ov - CPUopenvino-genai: Falcon-7b-instruct-int4-ov - CPUopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPUonnx: GPT-2 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: ZFNet-512 - CPU - Standardonnx: T5 Encoder - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: CaffeNet 12-int8 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: ResNet50 v1-12-int8 - CPU - Standardonnx: super-resolution-10 - CPU - Standardonnx: ResNet101_DUC_HDC-12 - CPU - Standardonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardlitert: DeepLab V3litert: SqueezeNetlitert: Inception V4litert: NASNet Mobilelitert: Mobilenet Floatlitert: Mobilenet Quantlitert: Inception ResNet V2litert: Quantized COCO SSD MobileNet v1pyperformance: 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_pythonrenaissance: 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 + Futuresonednn: 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 - CPUfinancebench: Repo OpenMPfinancebench: Bonds OpenMPopenvino-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 - CPU - Time To First Tokenopenvino-genai: Falcon-7b-instruct-int4-ov - CPU - Time Per Output Tokenopenvino-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 Tokencp2k: H20-64cp2k: H20-256cp2k: Fayalite-FISTrelion: Basic - CPUbuild2: Time To Compileprimesieve: 1e12primesieve: 1e13y-cruncher: 1By-cruncher: 500Mpovray: Trace Timebuild-eigen: Time To Compilegcrypt: couchdb: 100 - 1000 - 30couchdb: 100 - 3000 - 30couchdb: 300 - 1000 - 30couchdb: 300 - 3000 - 30couchdb: 500 - 1000 - 30couchdb: 500 - 3000 - 30blender: BMW27 - CPU-Onlyblender: Junkshop - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlywhisper-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: Mediumxnnpack: FP32MobileNetV1xnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV3Smallxnnpack: FP16MobileNetV1xnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV3Smallxnnpack: QS8MobileNetV2a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b13058849505010478452217097172751700923935293409.5934.538102.005212.5229.573101.971339.023842.5581.4226.50412.46818.58832.57114.455.9710.461.839.7610.461141.19410476454.4580462.6388077.69404263.45423535.683563852.5726203321820810.211553632.14134.59611.0552102.331156.45315.5899636.3183.216742.4537390.597141.1171.5419647.06919.009178.98486236.2457.639447.587898.8209348806257.11866536062.749140426.6163859165916577.817396.6495156.221720.30251.68442.741343491.954752796465070381.6922.796320.75656271333775.7512.747613.4326.8870.7670.8563.097.2468.469.2662.9747.72327.3355.09279.0419.0320.134096819224.59163843276826.2810.224096819210.471.7816384327681.99409681921638432768153630726144122889.8312.9319.287.4277690.45239.769856.3911264.1411.57084310.87523.5532.558987.08601648.52221.24293579.671794.1121477.8169361211.48823.1719530.22129.5277.838.250.75914.217535.867712.141.775569.85.7764520.7315165477.0414.49805.7490.03506.42412.22319.43399.53256.14403.8732.81.125734.0586.672872.976122.412941372.03700.85921418.44531233061.21875106.62101.7286.0677.3455.9351.8658.191592.85794.032944.2792.0536.34778.49818.4858.77218.54258.655162.12569.929232.188106.13367.83148.049511.77553.5573.56143.3671.35506.2166.1287.48973245.07838700.9141.70935195.41642534.919125214951810979114311901498920844971052356907649633676071160291870688165440207.68429.09485.201198.11225.44688.415287.047776.1151.1885.60210.96717.40627.16101.376.1110.821.8410.110.76842.73064257716.6459308.75333882.92344296.24306153.23035330.212282729.641586292.421329363.1159.7110.7338110.94208.17414.5122941.4012.8109337.3832356.409125.1721.1762740.09356.527766.44913199.0235.631225.548886.4119833443359.21346521770.330761218.9141263125698410.726278.2445109.026514.171.18871.9412244075.345267546337022981.5772.381240.65119174960745.5911.864712.11697.1169.1166.5763.87.4168.266.8563.6152.3243.14232.26222.7519.4920.394096819225.86163843276827.5910.454096819210.911.8316384327682.054096819216384327681536307261441228810.2313.420.286.2581593.16059.013224.8028768.90511.06188355.75126.74782.805447.98873850.14124.94022343.381809.1822083.38057.561244.7848.94319477.81420.1578.639.751.359.514.418236.869912.443.166671.76.0859021321169428.6422.09378.8513.23655.82138.12492.23860.63241.54038.4904.01.938062.730724.115513.402933.50841898.36965.01522320.33203134600.773438121.4897.7993.0174.6558.9149.3153.005628.10492.21729.4111.6519.116110.60818.3798.68825.26467.364171.02375.901253.99117.566406.12164.468559.34674.0897.01197.296.67679.34226.3492.70933268.23891809.7896937.13462173.38197473.55091125713651515809138312171467779717970198974507618440561070902656480686789555507.64628.82484.998194.02425.44788.27286.962769.8181.1845.55110.85517.35526.94101.255.4510.511.848.358.97842.01283157688.0859206.34333574.3342775.29304060.283038723.482292879.441572010.681340712.85157.89310.7127110.892206.09114.5747937.7782.7963837.1048356.194125.0761.170543.3626.522066.52304197.25.710845.61476.407433381363.11340340196.630701622.8142213125605409.875277.2994108.858814.14641.18621.939124413142973396338715951.5752.353790.65448173946831.4211.83912.10577.1267.9566.3563.797.4468.8166.5263.4152.37232.86244.77208.9919.520.514096819225.94163843276827.810.454096819210.931.8416384327682.054096819216384327681536307261441228810.2413.4120.296.3303493.34419.016874.8514268.61041.066357.60226.94852.806957.99486854.33423.06042359.991821.3522752.47931.641244.51849.20919490.71417.3579.439.450.859.214.418236.570612.543.365672.56.0959021.2322168436.2453.29275.7474.93676.02229.72483.13815.23175.64002.3920.71.939132.729424.133213.406283.512431895.68966.01322318.73828134896.835938122.397.619374.5458.8649.2852.724631.3194.896733.02113.789.147110.70918.3658.62325.32867.076163.83976.389254.733119.349408.483164.812560.773.1697.1197.5397.09678.4224.6493.45463266.81425809.48938.71828167.89219475.51084127213681574837138612481527798723939567437107270995422067431535960665487474707.25227.3682.525192.17124.85486.96282.008752.1551.1295.44510.91418.00226.09101.235.7810.661.819.810.54818.67814156047.3857954.19328877.92336267.09301017.233061522.262283083.541543373.121297646.72136.29910.4982101.413168.03614.6885724.5332.5868836.1205360.354134.9411.1458146.35436.288076.29615199.5125.470435.357566.1739932471450.7127293878829969810.9135033118569388.404263.5475103.808913.5231.13651.854624267943158853303159721.3982.216450.61452173633781.6610.287310.57887.0964.9663.7160.687.4265.2464.1560.4750.5235.94235.01213.0219.4720.484096819225.77163843276827.3610.484096819210.931.8316384327682.054096819216384327681536307261441228810.1713.3419.827.3333195.25079.858965.9503568.07751.3797386.56327.68282.774227.41037872.74221.57082272.281820.3423141.47759.691248.12859.75720123.51431.1978.33949.757.214.117735.36711241.873869.55.862620.6315164424.6415.39243.0515.33523.12366.12650.93647.23288.54084.6924.51.887313.750036.364753.432873.389581911.441009.5821588.9062533551.523438124.3898.339374.9459.8750.4558.397676.742100.486937.33121.7379.701118.66419.3649.04126.60969.379156.34376.696259.196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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: ChaCha20a45EPYC 4584PX amd4584PX4484PXpx4464p4464p epyc4364P41 b4130000M60000M90000M120000M150000M130588495050128278766110128265416980127793294810971052356909701989745093956743710939075728706804832966033289542860332808358601. 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-GCMa45EPYC 4584PX amd4584PX4484PXpx4464p4464p epyc4364P41 b4120000M40000M60000M80000M100000M104784522170100742301290100666591640100450008810764963367607618440561072709954220726675273005375566370025582374640253761232901. 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-GCMa45EPYC 4584PX amd4584PX4484PXpx4464p4464p epyc4364P4141 b20000M40000M60000M80000M100000M97172751700936145941809355599135093168087590711602918707090265648067431535960673962543804993094560023845653160237605350101. 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-Poly1305a45EPYC 4584PX amd4584PX4484PXpx4464p4464p epyc4364P41 b4120000M40000M60000M80000M100000M92393529340910250928809092741803090711447140688165440206867895555066548747470664977394304827810993023701138360237010927601. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Bosphorus 4KaEPYC 4584PX amd454584PX4484PXpx4464p4464p epyc4364P4141 b36912159.5909.4009.3459.3297.6847.6467.2527.2325.3732.8082.7931. (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 4K45aEPYC 4584PX amd4584PX4484PXpx4464p epyc4464p4364P4141 b81624324034.6634.5434.4134.1629.0928.8227.5627.3619.8510.8710.811. (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 4KaEPYC 4584PX amd454584PX4484PXpx4464p4464p epyc4364P4141 b20406080100102.01101.54101.52101.3385.2085.0082.5382.1665.1935.8535.641. (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 4KEPYC 4584PX amd454584PXa4484PXpx4464p4464p epyc4364P4141 b50100150200250218.53217.96217.91212.52198.11194.02192.17190.34156.6085.9585.601. (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 1080paEPYC 4584PX amd454584PXpx4484PX4464p4464p epyc4364P4141 b71421283529.5729.2129.1829.0725.4525.4524.8524.8118.7410.5810.551. (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 1080paEPYC 4584PX amd454584PX4484PXpx4464p4464p epyc4364P4141 b20406080100101.9799.4598.9198.7988.4288.2786.9686.3965.3237.1737.071. (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 1080paEPYC 4584PX amd454584PX4484PXpx4464p4464p epyc4364P4141 b70140210280350339.02327.26325.95320.18287.05286.96282.01281.89215.21123.79122.921. (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 1080pEPYC 4584PX amda4584PX454484PXpx4464p4464p epyc4364P4141 b2004006008001000845.58842.56842.34835.45776.12769.82752.16748.15652.97380.63377.791. (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-bitEPYC 4584PX amd454584PXa4484PXpx4464p epyc4464p4364P4141 b0.32240.64480.96721.28961.6121.4331.4271.4261.4221.1881.1841.1321.1290.8720.4430.4411. (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-bitaEPYC 4584PX amd4584PX454484PXpx4464p4464p epyc4364P4141 b2468106.5046.3916.3276.3225.6025.5515.4455.4223.8022.1782.1721. (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-bita454584PXEPYC 4584PX amd4484PX4464p4464p epycpx4364P4141 b369121512.46812.11212.08611.89710.96710.91410.88510.8556.4584.3344.3321. (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-bita4464p4464p epycEPYC 4584PX amd4584PX454484PXpx4364P4141 b51015202518.58818.00217.94417.86317.84517.83617.40617.3559.1888.0077.9841. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

x265

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 4K4584PXa45EPYC 4584PX amd4484PXpx4464p4464p epyc4364P4141 b81624324032.5932.5732.2332.2227.1626.9426.0925.8518.8510.9110.891. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 1080pa4584PX45EPYC 4584PX amd4484PX4464p epycpx4464p4364P4141 b306090120150114.45113.37113.31113.16101.37101.33101.25101.2388.7156.6156.031. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

simdjson

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: Kostya4484PX4584PX4364PEPYC 4584PX amd4464p epyca4464p4141 b45px2468106.116.076.066.046.025.975.785.705.685.545.451. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: TopTweet4584PX4364P4484PX4464p epyc4464ppxa4141 b45EPYC 4584PX amd369121511.2510.8610.8210.6910.6610.5110.4610.029.979.409.191. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: LargeRandompx4484PX45EPYC 4584PX amda4584PX4364P4464p4464p epyc41 b410.4140.8281.2421.6562.071.841.841.831.831.831.821.811.811.731.711.701. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: PartialTweets454484PX4364PEPYC 4584PX amd4584PX4464pa4464p epyc4141 bpx369121510.3210.1010.049.989.859.809.769.639.329.308.351. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: DistinctUserIDEPYC 4584PX amd4584PX4364P4484PX4464pa4464p epyc41 b4145px369121511.1411.0510.8510.7610.5410.4610.2810.169.929.158.971. (CXX) g++ options: -O3 -lrt

ACES DGEMM

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateaEPYC 4584PX amd454584PX4484PXpx4464p4464p epyc4364P41 b4120040060080010001141.191093.101092.091091.01842.73842.01818.68812.15629.17263.20259.151. (CC) gcc options: -ffast-math -mavx2 -O3 -fopenmp -lopenblas

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS13_CHACHA20_POLY1305_SHA256a4584PXEPYC 4584PX amd454484PXpx4464p epyc4464p4364P4141 b16K32K48K64K80K76454.4572793.2672508.1372140.7557716.6457688.0856176.9056047.3843571.8621499.7321444.091. (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_SHA256aEPYC 4584PX amd454584PX4484PXpx4464p epyc4464p4364P4141 b20K40K60K80K100K80462.6074683.7474672.5774468.4959308.7559206.3458056.0157954.1945095.3522255.2322201.031. (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_SHA256aEPYC 4584PX amd454584PX4484PXpx4464p4464p epyc4364P4141 b80K160K240K320K400K388077.69382691.63382067.30379874.32333882.92333574.30328877.92326342.42272035.68135362.96135016.231. (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_SHA256a45EPYC 4584PX amd4584PX4484PXpx4464p4464p epyc4364P4141 b90K180K270K360K450K404263.45395112.39394570.00393408.85344296.24342775.29336267.09335411.96265949.20132265.65132025.361. (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_SHA384EPYC 4584PX amd454584PXa4484PXpx4464p epyc4464p4364P4141 b90K180K270K360K450K436101.34435926.40435194.20423535.68306153.20304060.28301217.61301017.23225379.66106833.78105324.921. (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_SHA256aEPYC 4584PX amd4584PX454464p epyc4464ppx4484PX4364P4141 b800K1600K2400K3200K4000K3563852.573431395.733397871.033379343.723082657.503061522.263038723.483035330.212874011.562105346.652103587.501. (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_SHA256a45EPYC 4584PX amd4584PX4364P4464p epycpx4464p4484PX4141 b600K1200K1800K2400K3000K2620332.002559245.202558621.382528614.522353677.962304145.792292879.442283083.542282729.641656876.391571309.621. (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_SHA384EPYC 4584PX amd4584PX45a4484PXpx4464p4464p epyc4364P4141 b400K800K1200K1600K2000K1874050.701863395.071862938.001820810.211586292.421572010.681543373.121532788.041298373.66732992.32690282.021. (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_SHA38445EPYC 4584PX amd4584PXapx4484PX4464p epyc4464p4364P41 b41300K600K900K1200K1500K1569479.701569308.651559859.891553632.141340712.851329363.101300937.301297646.721187839.34602002.02596141.191. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: GPT-2 - Device: CPU - Executor: Standard454584PXEPYC 4584PX amd4484PXpx4464p4464p epyca4364P4141 b4080120160200166.17166.05165.77159.71157.89136.30135.72134.60125.52124.17123.271. (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: Standard4364P4584PXEPYC 4584PX amd45a4484PXpx4464p4464p epyc4141 b369121513.2372011.3551011.3166011.3105011.0552010.7338010.7127010.4982010.486507.160157.157121. (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: StandardEPYC 4584PX amd454584PX4484PXpxa4464p epyc4464p4364P4141 b306090120150113.29113.17112.67110.94110.89102.33101.62101.4197.2373.8873.001. (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: Standard4484PXpx4584PX45EPYC 4584PX amd4464p4464p epyca414364P41 b50100150200250208.17206.09203.95203.93203.49168.04166.51156.45141.96141.57140.031. (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: Standard4364Pa4584PXEPYC 4584PX amd454464p4464p epycpx4484PX41 b4151015202519.8115.5915.0114.9414.8814.6914.6914.5714.5110.6210.521. (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: Standard454584PXEPYC 4584PX amd4484PXpx4364P4464p epyc4464pa4141 b20040060080010001013.191005.50999.97941.40937.78762.25748.66724.53636.32495.84495.081. (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: Standard45EPYC 4584PX amd4584PXa4484PXpx4464p epyc4464p4364P4141 b0.76541.53082.29623.06163.8273.401783.390643.386583.216702.810932.796382.590252.586882.052111.079031.078291. (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: StandardEPYC 4584PX amd4584PX45a4364P4484PXpx4464p epyc4464p41 b41102030405044.0543.8443.4942.4539.0837.3837.1036.4036.1223.9123.841. (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: ResNet50 v1-12-int8 - Device: CPU - Executor: Standarda4584PXEPYC 4584PX amd454364P4464p epyc4464p4484PXpx4141 b80160240320400390.60383.13382.77380.80376.53361.30360.35356.41356.19207.61202.121. (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: Standard4364Pa4464p4464p epyc4484PXpx45EPYC 4584PX amd4584PX41 b41306090120150157.08141.12134.94134.52125.17125.08122.22122.21122.1773.8473.271. (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: ResNet101_DUC_HDC-12 - Device: CPU - Executor: Standard45EPYC 4584PX amda4584PX4484PXpx4464p epyc4464p4364P4141 b0.34870.69741.04611.39481.74351.5498801.5436501.5419601.5361901.1762701.1705001.1563201.1458100.9163170.4647230.4644851. (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: Standard4584PXEPYC 4584PX amd45a4464p4464p epyc4364Ppx4484PX41 b41112233445548.2647.8947.6747.0746.3546.0944.8043.3640.0938.5336.111. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/ao/real_timeaEPYC 4584PX amd454584PX4484PXpx4464p epyc4464p4364P4141 b36912159.009178.571468.548788.515736.527766.522066.292116.288074.639652.302232.26612

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/scivis/real_timea45EPYC 4584PX amd4584PXpx4484PX4464p4464p epyc4364P4141 b36912158.984868.543958.512338.490976.523046.449136.296156.271884.624232.295442.27718

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/pathtracer/real_timeaEPYC 4584PX amd454584PX4464p epyc4464p4484PXpx4364P4141 b50100150200250236.25220.80220.73218.18199.55199.51199.02197.20177.12112.72111.48

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/ao/real_timea45EPYC 4584PX amd4584PXpx4484PX4464p epyc4464p4364P41 b412468107.639447.463997.445757.387605.710845.631225.470575.470433.917491.904811.84407

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/scivis/real_timea4584PXEPYC 4584PX amd45px4484PX4464p epyc4464p4364P4141 b2468107.587897.323537.322847.315945.614705.548885.361895.357563.831521.908041.89469

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timea45EPYC 4584PX amd4584PX4484PXpx4464p epyc4464p4364P4141 b2468108.820938.496468.477278.437526.411986.407406.176246.173994.523182.238512.22318

BYTE Unix Benchmark

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: PipeaEPYC 4584PX amd454584PX4484PXpx4464p4464p epyc4364P4141 b10M20M30M40M50M48806257.144323920.044309550.944169926.733443359.233381363.132471450.732439611.623448988.511669425.711518844.21. (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 2aEPYC 4584PX amd454584PX4484PXpx4464p4464p epyc4364P4141 b400M800M1200M1600M2000M1866536062.71771958344.71766450267.11765175324.61346521770.31340340196.61272938788.01263644317.8966576789.4478992410.7475486444.11. (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 CallaEPYC 4584PX amd454584PX4484PXpx4464p4464p epyc4364P4141 b11M22M33M44M55M49140426.640718581.640711986.940531084.030761218.930701622.829969810.929923094.421559197.010707715.010629944.81. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Compression Rating4584PXEPYC 4584PX amd45apx4484PX4464p4464p epyc4364P4141 b40K80K120K160K200K17036116975016937316385914221314126313503313380410187254079534251. 7-Zip 23.01 (x64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Decompression Rating45EPYC 4584PX amda4584PX4484PXpx4464p epyc4464p4364P4141 b40K80K120K160K200K1661801659341659161645811256981256051185871185698822943781432101. 7-Zip 23.01 (x64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

Etcpak

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 2.0Benchmark: Multi-Threaded - Configuration: ETC2a45EPYC 4584PX amd4584PX4484PXpx4464p4464p epyc4364P4141 b120240360480600577.82556.87556.41556.04410.73409.88388.40388.13304.24155.44154.251. (CXX) g++ options: -flto -pthread

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Fasta45EPYC 4584PX amd4584PX4484PXpx4464p4464p epyc4364P4141 b90180270360450396.65369.03368.57368.55278.24277.30263.55263.37205.01100.3799.401. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: MediumaEPYC 4584PX amd454584PX4484PXpx4464p4464p epyc4364P4141 b306090120150156.22144.63144.61144.48109.03108.86103.81103.6780.3739.3239.041. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Thorougha45EPYC 4584PX amd4584PX4484PXpx4464p4464p epyc4364P4141 b51015202520.302518.766118.749918.707514.170014.146413.523013.513910.33925.06555.04481. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Exhaustivea45EPYC 4584PX amd4584PX4484PXpx4464p epyc4464p4364P4141 b0.3790.7581.1371.5161.8951.68441.57671.57431.56971.18871.18621.13681.13650.86120.42440.42231. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Very Thorougha45EPYC 4584PX amd4584PX4484PXpx4464p epyc4464p4364P4141 b0.61671.23341.85012.46683.08352.74102.56962.56942.56341.94121.93911.85591.85461.40520.69230.69061. (CXX) g++ options: -O3 -flto -pthread

BYTE Unix Benchmark

OpenBenchmarking.orgMWIPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Whetstone DoubleaEPYC 4584PX amd454584PXpx4484PX4464p4464p epyc4364P4141 b70K140K210K280K350K343491.9331202.0331193.7329601.4244131.0244075.3242679.0242340.5174760.684017.483540.71. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 17Chess BenchmarkEPYC 4584PX amd4584PX45a4484PX4464ppx4464p epyc4364P41 b4113M26M39M52M65M58676636572477635576270254752796452675464315885342973396420429513151493714943737126302641. (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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfishChess Benchmark45aEPYC 4584PX amd4584PXpx4484PX4464p4464p epyc4364P4141 b10M20M30M40M50M48797079465070384572479444446458338715953370229830315972299400742401702412024682116075021. Stockfish 16 by the Stockfish developers (see AUTHORS file)

GROMACS

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACSInput: water_GMX50_bare4584PX45EPYC 4584PX amda4484PXpx4464p4464p epyc4364P4141 b0.40880.81761.22641.63522.0441.8171.8111.8081.6921.5771.5751.3981.3931.1040.6640.6611. GROMACS version: 2023.3-Ubuntu_2023.3_1ubuntu3

NAMD

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: ATPase with 327,506 AtomsEPYC 4584PX amd4584PX45a4484PXpx4464p4464p epyc4364P41 b410.64231.28461.92692.56923.21152.854852.839132.837982.796322.381242.353792.216452.207281.740380.892410.88895

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: STMV with 1,066,628 Atoms454584PXaEPYC 4584PX amdpx4484PX4464p4464p epyc4364P4141 b0.17150.3430.51450.6860.85750.762270.759870.756560.756450.654480.651190.614520.610930.497710.273520.27320

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 5.0Test: WritesaEPYC 4584PX amd454584PX4484PX4464p epycpx4464p4364P41 b4160K120K180K240K300K2713332382272368262358931749601740251739461736331391106651966243

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 Benchmark45px4364P4584PX4464p epyc4464paEPYC 4584PX amd4484PX4141 b2004006008001000833.64831.42813.31806.83783.43781.66775.75754.41745.59705.99700.76

QuantLib

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: SEPYC 4584PX amd454584PXa4484PXpx4464p4464p epyc4364P41 b414812162014.0472014.0431014.0171012.7476011.8647011.8390010.2873010.253108.026964.430914.430211. (CXX) g++ options: -O3 -march=native -fPIE -pie

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: XXSEPYC 4584PX amd4584PX45a4484PXpx4464p4464p epyc4364P4141 b4812162014.6973014.6240014.6226013.4320012.1169012.1057010.5788010.561608.191534.476434.464111. (CXX) g++ options: -O3 -march=native -fPIE -pie

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 128px4484PX4464p epyc4464p45EPYC 4584PX amd4584PXa4364P41 b2468107.127.117.107.097.007.007.006.886.646.551. (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 512EPYC 4584PX amd4584PX45a4484PXpx4464p4464p epyc4364P41 b2040608010093.9192.8991.7170.7669.1167.9564.9664.4360.8732.971. (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 1024EPYC 4584PX amd454584PXa4484PXpx4464p4464p epyc4364P41 b2040608010091.3190.9690.0170.8566.5766.3563.7163.5059.2731.911. (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 204845EPYC 4584PX amd4584PX4484PXpxa4464p epyc4464p4364P41 b2040608010086.6886.4786.1763.8063.7963.0960.8060.6855.9530.931. (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 1284464p epycpx4464p4484PX45EPYC 4584PX amd4584PXa4364P41 b2468107.447.447.427.417.377.377.327.247.026.901. (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 51245EPYC 4584PX amd4584PXpxa4484PX4464p4464p epyc4364P41 b2040608010094.0893.4993.2468.8168.4068.2065.2464.6861.0932.941. (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 1024454584PXEPYC 4584PX amda4484PXpx4464p4464p epyc4364P41 b2040608010091.1791.1290.4869.2666.8566.5264.1562.8459.5432.591. (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 2048454584PXEPYC 4584PX amd4484PXpxa4464p4464p epyc4364P41 b2040608010086.9186.5686.4463.6163.4162.9760.4760.3056.0531.041. (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 128px4484PX4364P41 b4464p4464p epyc454584PXEPYC 4584PX amda122436486052.3752.3051.8651.5050.5050.4350.3349.9049.7647.721. (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 51245aEPYC 4584PX amd4584PX4484PX4464p epyc4464ppx4364P41 b70140210280350337.06327.30326.16316.80243.14242.10235.94232.86204.06122.801. (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 1024aEPYC 4584PX amd454584PXpx4464p4484PX4464p epyc4364P41 b80160240320400355.09324.04291.02290.10244.77235.01232.26227.71185.97115.671. (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 20484584PXEPYC 4584PX amda454484PX4464p4464p epycpx4364P41 b60120180240300289.41289.04279.04273.67222.75213.02212.30208.99171.68105.101. (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 164464p epycpx4484PX4464p4584PXEPYC 4584PX amd41 b45a4364P51015202519.5319.5019.4919.4719.2719.2419.1719.1619.0318.83

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 128px4464p epyc4464p4484PX45EPYC 4584PX amd4584PXa41 b4364P51015202520.5120.5020.4820.3920.2920.2620.2320.1320.0819.60

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 25641 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa90018002700360045004096409640964096409640964096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 51241 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 16px4484PX4464p epyc4464p454584PXEPYC 4584PX amda4364P41 b61218243025.9425.8625.7825.7725.3825.3225.3024.5924.2723.80

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 102441 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 204841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 128px4484PX4464p4464p epyc454584PXEPYC 4584PX amda4364P41 b71421283527.8027.5927.3627.3527.2127.2027.1926.2825.5225.09

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 164464p4464p epycpx4484PXEPYC 4584PX amd454584PXa41 b4364P369121510.4810.4510.4510.4510.3710.3410.3010.229.999.92

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 25641 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa90018002700360045004096409640964096409640964096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 51241 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 1284464ppx4464p epyc4484PXEPYC 4584PX amd454584PXa41 b4364P369121510.9310.9310.9110.9110.8510.8210.8110.4710.4610.32

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 1645pxEPYC 4584PX amd4464p epyc4464p4484PX4584PXa4364P41 b0.41850.8371.25551.6742.09251.861.841.831.831.831.831.821.781.761.73

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 102441 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 204841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 1284464p epyc4464ppx4484PX45EPYC 4584PX amd4584PXa41 b4364P0.46350.9271.39051.8542.31752.062.052.052.052.032.032.031.991.931.93

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 25641 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa90018002700360045004096409640964096409640964096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 51241 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 102441 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 204841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 25641 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa300600900120015001536153615361536153615361536153615361536

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 51241 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa70014002100280035003072307230723072307230723072307230723072

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 102441 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa130026003900520065006144614461446144614461446144614461446144

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 204841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa3K6K9K12K15K12288122881228812288122881228812288122881228812288

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Gemma-7b-int4-ov - Device: CPUpx4484PX4464p epyc454464pEPYC 4584PX amd4584PXa4364P41 b369121510.2410.2310.2010.1710.1710.1410.119.839.528.05

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: CPUpx4484PX454464p4584PX4464p epycEPYC 4584PX amda4364P41 b369121513.4113.4013.3613.3413.3213.3213.2412.9312.5911.38

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Phi-3-mini-128k-instruct-int4-ov - Device: CPUpx4484PX4464p epyc4464pEPYC 4584PX amd454584PXa4364P41 b51015202520.2920.2819.8219.8219.7319.7119.6719.2819.0016.65

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V34364P454584PXEPYC 4584PX amd4464p4464p epyc4484PXpx4141 ba80016002400320040001569.752152.482185.782200.932272.282289.582343.382359.992950.802994.593579.67

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNet4364P45EPYC 4584PX amd4584PXa4484PX4464ppx4464p epyc4141 b70014002100280035001654.651763.221765.391769.561794.111809.181820.341821.351822.703173.553179.55

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V445EPYC 4584PX amd4584PXa4484PXpx4464p epyc4464p4364P4141 b11K22K33K44K55K19686.019859.420102.821477.822083.322752.422928.323141.424502.149048.849101.9

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet Mobile4364P41 b414464p epyc4464ppx4484PXEPYC 4584PX amd454584PXa4K8K12K16K20K3808.805034.385153.497640.817759.697931.648057.569231.979245.769311.7716936.00

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Float4364P4584PXEPYC 4584PX amd45apx4484PX4464p4464p epyc41 b4150010001500200025001044.531165.501175.501178.941211.481244.511244.701248.121248.602190.792193.88

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Quant454584PXEPYC 4584PX amda4484PXpx4464p epyc4464p4364P4141 b400800120016002000730.17734.35742.03823.17848.94849.21857.49859.76935.991781.601785.40

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V2454584PXEPYC 4584PX amd4484PXpxa4464p4464p epyc4364P41 b419K18K27K36K45K17824.618224.018412.319477.819490.719530.220123.520503.521153.541757.941844.0

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v14584PXEPYC 4584PX amd454464p epycpx4484PX4464p4364Pa4141 b60012001800240030001337.781339.691343.221415.111417.351420.151431.191494.512129.522736.982741.68

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: go4364P4464p epyca454464p4584PX414484PX41 bpxEPYC 4584PX amd2040608010075.376.077.878.178.378.478.478.678.779.479.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: chaosa4364P4464p epyc454464pEPYC 4584PX amd4584PXpx4484PX4141 b91827364538.238.338.638.839.039.139.239.439.739.940.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: float4364P4464p4464p epyca45pxEPYC 4584PX amd4584PX4484PX4141 b122436486048.249.749.750.750.750.851.051.151.352.852.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: nbody4364P4464p4464p epycEPYC 4584PX amda4584PXpx4484PX4541 b41142842567056.857.258.658.859.059.059.259.559.660.060.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pathlib4364P4464p4464p epyc4584PXEPYC 4584PX amda454484PXpx4141 b4812162013.514.114.114.114.114.214.214.414.414.614.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: raytrace4364Pa4464p epyc4584PXEPYC 4584PX amd4464p4541 b4484PXpx414080120160200174175176176176177179180182182182

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: xml_etree4364P4464p4464p epyca4584PX45EPYC 4584PX amdpx41 b414484PX81624324034.735.335.635.836.136.136.236.536.636.736.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: gc_collect4364P4464p4464p epyca4584PXEPYC 4584PX amd454484PX4141 bpx150300450600750649671671677682686689699702704706

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: json_loads4364P4464p4464p epycaEPYC 4584PX amd454484PX4141 bpx4584PX369121511.812.012.012.112.212.312.412.412.412.512.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: crypto_pyaes4364Pa4464p4464p epyc454584PXEPYC 4584PX amd414484PX41 bpx102030405040.741.741.842.042.442.742.743.043.143.143.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: async_tree_io45EPYC 4584PX amd4584PXpx4484PX4364P4464p4464p epyca4141 b2004006008001000633651653656666726738742755855858

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: regex_compile4364P4464paEPYC 4584PX amd4464p epyc454584PX4484PXpx4141 b163248648068.169.569.869.870.070.471.471.772.572.672.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: python_startupa4464p4464p epyc4584PXEPYC 4584PX amd454484PXpx4364P4141 b2468105.775.805.816.016.016.036.086.096.346.936.97

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_tcp_ssl454584PXEPYC 4584PX amd4484PXpx4364P4464p4464p epyca4141 b160320480640800581582586590590610626628645723737

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: django_template4364P4464p4464p epyca4584PX454484PXEPYC 4584PX amdpx4141 b51015202520.120.620.620.720.820.921.021.021.221.221.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_websockets4364P45a4464p4584PX4464p epycEPYC 4584PX amd4484PXpx4141 b70140210280350308314315315315316317321322330331

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pickle_pure_python4364P454464p4464p epycaEPYC 4584PX amd4584PXpx4484PX4141 b4080120160200162163164164165165166168169171171

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Scala DottyEPYC 4584PX amd4464p4484PXpx4584PX4464p epyc454364Pa4141 b110220330440550411.9424.6428.6436.2441.9442.9455.6464.5477.0506.5515.8MIN: 362.36 / MAX: 713.71MIN: 376.26 / MAX: 659.55MIN: 378.22 / MAX: 628.77MIN: 380.62 / MAX: 721.56MIN: 387.7 / MAX: 646.01MIN: 376.04 / MAX: 787.17MIN: 394.05 / MAX: 695.67MIN: 358.07 / MAX: 790.35MIN: 371.54 / MAX: 736.5MIN: 420.76 / MAX: 1038.72MIN: 426.08 / MAX: 1026.55

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Random Forest4364PEPYC 4584PX amd454464p epyca4464p4584PX4484PX41px41 b110220330440550381.6402.2407.7412.9414.4415.3420.7422.0439.9453.2485.4MIN: 332.96 / MAX: 445.77MIN: 343.06 / MAX: 486.63MIN: 337.66 / MAX: 471.92MIN: 342.95 / MAX: 473.15MIN: 322.79 / MAX: 466.1MIN: 342.21 / MAX: 486.26MIN: 339.2 / MAX: 478.26MIN: 357.91 / MAX: 497.55MIN: 388.86 / MAX: 516.9MIN: 352.31 / MAX: 513.31MIN: 403.24 / MAX: 525.59

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: ALS Movie Lens4364P41 b414464p epyc4464ppx4484PXa4584PXEPYC 4584PX amd452K4K6K8K10K5993.47147.47465.18980.89243.09275.79378.89805.79891.49969.89972.0MIN: 5836.57 / MAX: 6535.35MIN: 6653.82 / MAX: 7863.42MIN: 6716.72 / MAX: 7815.35MIN: 8480.95 / MAX: 9113.57MIN: 8920.42 / MAX: 9406.46MIN: 8821.09 / MAX: 9495.91MIN: 8718.36 / MAX: 9413.7MIN: 9253.4 / MAX: 10057.61MIN: 9364.27 / MAX: 10037.94MIN: 9680.91 / MAX: 9983.16MIN: 9479.38 / MAX: 10040.33

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 Bayespx4584PX4364Pa454484PX4464p epyc4464pEPYC 4584PX amd4141 b130260390520650474.9477.0483.4490.0500.0513.2513.3515.3515.6566.2600.1MIN: 454.77 / MAX: 514.32MIN: 460.78 / MAX: 515.59MIN: 456.88 / MAX: 535.94MIN: 459.29 / MAX: 580.9MIN: 457.03 / MAX: 581.14MIN: 453.66 / MAX: 554.7MIN: 455.04 / MAX: 535.53MIN: 456.38 / MAX: 531.31MIN: 459.35 / MAX: 536.06MIN: 493.35 / MAX: 1029.04MIN: 506.71 / MAX: 741.31

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Savina Reactors.IO4364Pa4464p4584PX45EPYC 4584PX amd4484PXpx4464p epyc4141 b80016002400320040003349.53506.43523.13582.43589.43641.93655.83676.03688.63745.83818.5MIN: 3349.49 / MAX: 4130.17MIN: 3506.38 / MAX: 4329.37MIN: 3523.09 / MAX: 4370.41MIN: 3582.35 / MAX: 4689.63MAX: 4472.27MAX: 4585.77MIN: 3655.76 / MAX: 4484.97MAX: 4536.84MAX: 4840.82MIN: 3745.79 / MAX: 4547.1MAX: 4702.95

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark PageRank4484PX454584PXEPYC 4584PX amdpx4141 b4464p4464p epyca4364P50010001500200025002138.12179.02182.52227.92229.72267.12292.22366.12373.02412.22506.8MIN: 1499.64MIN: 1591.55 / MAX: 2179.02MIN: 1564.17MIN: 1592.13 / MAX: 2227.91MIN: 1612.96 / MAX: 2229.74MIN: 2117.39 / MAX: 2335.98MIN: 2106.39 / MAX: 2374.31MIN: 1667.92 / MAX: 2366.13MIN: 1684.52MIN: 1691.04MIN: 1771.47

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Finagle HTTP Requests4141 b4364Papx4484PX45EPYC 4584PX amd4584PX4464p4464p epyc60012001800240030001664.41669.91705.52319.42483.12492.22570.52571.22627.32650.92708.1MIN: 1625.17 / MAX: 1776.68MIN: 1612.75 / MAX: 1713.57MIN: 1676.49 / MAX: 1730.57MIN: 1832.84MIN: 1933.43MIN: 1947.63MIN: 1960.33 / MAX: 2570.51MIN: 1999.64MIN: 2034.59 / MAX: 2627.31MIN: 2066.79MIN: 2074.84 / MAX: 2708.11

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Gaussian Mixture Model4141 b4364Pa4464p4464p epycEPYC 4584PX amd4584PXpx454484PX80016002400320040003087.03130.43397.03399.53647.23703.23773.13806.53815.23829.93860.6MIN: 2935.02 / MAX: 3439.02MIN: 2997.45 / MAX: 3481.57MIN: 2497.54 / MAX: 3397.03MIN: 2471.52MIN: 2576.86 / MAX: 3647.22MIN: 2648.51 / MAX: 3703.23MIN: 2755.26 / MAX: 3773.12MIN: 2770.53 / MAX: 3806.52MIN: 2749.56 / MAX: 3815.24MIN: 2792.29MIN: 2758.89 / MAX: 3860.61

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: In-Memory Database Shootout41px4584PX4484PX4364Pa4464p epyc4464p45EPYC 4584PX amd41 b80016002400320040002951.13175.63232.83241.53244.83256.13275.53288.53408.43442.93681.9MIN: 2787.28 / MAX: 3070.94MIN: 2896.06 / MAX: 3367.44MIN: 3057.86 / MAX: 3585.74MIN: 3037.03 / MAX: 3491.91MIN: 2350.89MIN: 3019.89 / MAX: 3599.5MIN: 3012.8 / MAX: 3533.02MIN: 2991.78 / MAX: 3586.63MIN: 3187.55 / MAX: 3638.98MIN: 3258.62 / MAX: 3709.4MIN: 2559.5

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Akka Unbalanced Cobwebbed Tree4364Ppx4484PX4464p4464p epycEPYC 4584PX amd454584PXa41 b41100020003000400050003720.14002.34038.44084.64098.54344.84359.34384.04403.84457.14474.8MIN: 3720.09 / MAX: 4686.78MIN: 4002.27 / MAX: 4983.72MIN: 4038.36 / MAX: 5089.28MAX: 5256.95MIN: 4098.48 / MAX: 5163.21MAX: 5622.35MIN: 4359.25 / MAX: 5618.71MIN: 4383.98 / MAX: 5691.67MAX: 5719.11MIN: 4457.08 / MAX: 5796.57MIN: 4474.77 / MAX: 5751.45

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Genetic Algorithm Using Jenetics + Futuresa4364P41 b414464p epyc454484PXpx4464pEPYC 4584PX amd4584PX2004006008001000732.8749.9801.4806.4884.0891.2904.0920.7924.5959.31050.3MIN: 713.67 / MAX: 813.49MIN: 737.7 / MAX: 777.92MIN: 786.46 / MAX: 836.72MIN: 786.25 / MAX: 832.34MIN: 863.46 / MAX: 897.46MIN: 861.29 / MAX: 903.79MIN: 886.83 / MAX: 919.31MIN: 888.75 / MAX: 934.44MIN: 821.03MIN: 844.95MIN: 1016.46 / MAX: 1068.02

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPU4584PXaEPYC 4584PX amd454464p4464p epyc4364P4484PXpx41 b410.8621.7242.5863.4484.311.124651.125731.128011.130121.887311.889191.906861.938061.939133.828853.83117MIN: 1.09MIN: 1.03MIN: 1.1MIN: 1.1MIN: 1.83MIN: 1.83MIN: 1.86MIN: 1.92MIN: 1.91MIN: 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: CPUpx4484PX4584PXEPYC 4584PX amd454464p epyc4464pa4364P4141 b1.11572.23143.34714.46285.57852.729422.730722.746992.777272.778353.745783.750034.058004.450964.946894.95867MIN: 2.7MIN: 2.7MIN: 2.72MIN: 2.75MIN: 2.74MIN: 3.71MIN: 3.71MIN: 3.75MIN: 4.38MIN: 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: CPU454584PXEPYC 4584PX amd4484PXpx4464p4464p epyca4364P41 b4136912154.035504.038084.048774.115514.133216.364756.371506.672877.873679.169569.18658MIN: 3.98MIN: 3.98MIN: 3.99MIN: 4.05MIN: 4.07MIN: 6.28MIN: 6.28MIN: 6.2MIN: 7.77MIN: 9.03MIN: 9.061. (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: CPUa45EPYC 4584PX amd4584PX4484PXpx4464p epyc4464p4364P4141 b2468102.976123.059183.063413.072193.402933.406283.425473.432873.786297.267387.28139MIN: 2.42MIN: 2.56MIN: 2.58MIN: 2.59MIN: 3.03MIN: 3.03MIN: 2.9MIN: 2.96MIN: 3.55MIN: 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: CPUa45EPYC 4584PX amd4584PX4464p epyc4464p4484PXpx4364P4141 b2468102.412942.662962.664292.672193.388233.389583.508403.512433.780087.536557.55315MIN: 2.34MIN: 2.62MIN: 2.62MIN: 2.62MIN: 3.28MIN: 3.28MIN: 3.46MIN: 3.47MIN: 3.64MIN: 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: CPU45EPYC 4584PX amd4584PXapx4484PX4464p4464p epyc4364P4141 b100020003000400050001320.231320.371320.991372.031895.681898.361911.441913.862422.834726.084752.85MIN: 1302.81MIN: 1301.96MIN: 1308.56MIN: 1342.06MIN: 1892.59MIN: 1894.26MIN: 1895MIN: 1899.63MIN: 2416.25MIN: 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: CPUEPYC 4584PX amd454584PXa4484PXpx4464p4464p epyc4364P4141 b5001000150020002500670.23670.70672.51700.86965.02966.011009.581012.191270.762415.252441.27MIN: 663.39MIN: 662.66MIN: 665.03MIN: 679.89MIN: 963.27MIN: 963.43MIN: 994.85MIN: 999.17MIN: 1266.25MIN: 2406.21MIN: 2435.831. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

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 OpenMP4364Pa4464p4464p epycEPYC 4584PX amd4584PX45px4484PX4141 b7K14K21K28K35K21121.6121418.4521588.9121612.0421848.0721948.9422060.1522318.7422320.3332271.6732477.351. (CXX) g++ options: -O3 -march=native -fopenmp

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMP4364Pa4464p epyc4464p45EPYC 4584PX amd4584PX4484PXpx41 b4110K20K30K40K50K32715.8133061.2233538.2733551.5233906.6933913.4634053.0634600.7734896.8446851.4247198.941. (CXX) g++ options: -O3 -march=native -fopenmp

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-6445EPYC 4584PX amd4584PXpx4484PXa4464p4464p epyc4364P4141 b30609012015042.4742.5143.1752.7253.0158.1958.4058.8668.17123.66130.811. (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: H20-256454584PXEPYC 4584PX amda4484PXpx4464p4464p epyc4364P4141 b30060090012001500517.50517.66517.92592.86628.10631.31676.74678.68740.091281.081282.661. (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-FIST45EPYC 4584PX amd4584PX4484PXapx4464p epyc4464p4364P4141 b408012016020084.0784.2184.8092.2194.0394.9097.45100.49108.44177.14179.121. (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

RELION

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 5.0Test: Basic - Device: CPU454584PXEPYC 4584PX amd4484PXpx4464pa4464p epyc4364P4141 b7001400210028003500549.80551.72553.78729.40733.02937.33944.27946.431369.232771.783046.811. (CXX) g++ options: -fPIC -std=c++14 -fopenmp -O3 -rdynamic -lfftw3f -lfftw3 -ldl -ltiff -lpng -ljpeg -lmpi_cxx -lmpi

Build2

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.17Time To Compile454584PXEPYC 4584PX amda4484PXpx4464p epyc4464p4364P41 b417014021028035091.0291.7292.0292.05111.65113.78117.07121.74154.43294.95300.72

Primesieve

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e12aEPYC 4584PX amd4584PX454484PXpx4464p4464p epyc4364P4141 b6121824306.3476.9036.9266.9379.1169.1479.7019.70512.27324.72324.8211. (CXX) g++ options: -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e13aEPYC 4584PX amd454584PX4484PXpx4464p4464p epyc4364P4141 b7014021028035078.5084.2684.3284.49110.61110.71118.66118.85150.67301.60302.741. (CXX) g++ options: -O3

Y-Cruncher

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 1B4584PX45EPYC 4584PX amdpx4484PXa4464p epyc4464p4364P41 b4191827364517.3417.3617.5718.3718.3818.4919.2819.3623.8939.2540.56

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 500M454584PXEPYC 4584PX amdpx4484PXa4464p4464p epyc4364P4141 b5101520258.1198.1738.2798.6238.6888.7729.0419.06710.95418.16518.290

POV-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-RayTrace Timea454584PXEPYC 4584PX amd4484PXpx4464p epyc4464p4364P4141 b163248648018.5419.5219.5520.3325.2625.3326.6026.6134.9270.0670.771. POV-Ray 3.7.0.10.unofficial

Timed Eigen Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.4.0Time To Compile45aEPYC 4584PX amd4584PXpx4484PX4464p4464p epyc4364P4141 b30609012015057.1858.6658.6958.8267.0867.3669.3869.5884.48145.21146.66

Gcrypt Library

OpenBenchmarking.orgSeconds, Fewer Is BetterGcrypt Library 1.10.34584PX4364P4464p4464p epycEPYC 4584PX amdapx414541 b4484PX4080120160200150.64154.32156.34156.71159.25162.13163.84165.55167.63169.14171.021. (CC) gcc options: -O2 -fvisibility=hidden

Apache CouchDB

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 1000 - Rounds: 30a4364P4584PX4484PXpx4464p epyc45EPYC 4584PX amd4464p41 b412040608010069.9373.2475.8975.9076.3976.5876.6676.6776.7096.5596.741. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 3000 - Rounds: 30a4364P4584PX45EPYC 4584PX amd4484PXpx4464p epyc4464p4141 b70140210280350232.19239.08252.83253.28253.49253.99254.73259.06259.20314.49316.461. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 1000 - Rounds: 30a454584PX4464p epycEPYC 4584PX amd4484PX4464p4364Ppx4141 b306090120150106.13116.22116.24116.42116.62117.57118.16118.32119.35153.03154.041. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 3000 - Rounds: 30a4584PX4364P45EPYC 4584PX amd4464p4464p epyc4484PXpx41 b41110220330440550367.83397.43398.39399.26400.40401.99405.45406.12408.48513.58515.501. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 1000 - Rounds: 30aEPYC 4584PX amd454464p epyc4584PX4364P4464p4484PXpx41 b4150100150200250148.05161.09161.47163.36163.81163.92164.36164.47164.81212.53212.831. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 3000 - Rounds: 30a4364P4464p4464p epyc454584PXEPYC 4584PX amd4484PXpx4141 b150300450600750511.78545.97551.35551.60552.21553.81554.40559.35560.70695.35698.071. (CXX) g++ options: -flto -lstdc++ -shared -lei

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: CPU-Onlya454584PXEPYC 4584PX amdpx4484PX4464p4464p epyc4364P41 b415010015020025053.5555.1855.2655.7473.1674.0879.1979.24103.97214.89215.53

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: CPU-OnlyEPYC 4584PX amda454584PX4484PXpx4464p epyc4464p4364P4141 b6012018024030073.5573.5673.6973.8797.0197.10104.01104.70141.99292.14294.04

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: CPU-OnlyaEPYC 4584PX amd4584PX454484PXpx4464p epyc4464p4364P4141 b120240360480600143.36148.97149.37149.37197.20197.53211.40212.30276.44560.89563.14

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: CPU-Onlya45EPYC 4584PX amd4584PX4484PXpx4464p epyc4464p4364P4141 b6012018024030071.3573.4873.8673.9696.6797.09105.24105.45136.51280.26282.19

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: CPU-Onlya45EPYC 4584PX amd4584PXpx4484PX4464p epyc4464p4364P4141 b400800120016002000506.20513.54513.66514.70678.40679.34731.39739.91978.032077.692095.98

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: CPU-Onlya45EPYC 4584PX amd4584PXpx4484PX4464p4464p epyc4364P4141 b140280420560700166.12170.09171.25171.82224.64226.34243.35245.12320.59667.71671.42

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the UnionEPYC 4584PX amd454584PXa4484PXpx4464p epyc4464p4364P41 b41408012016020084.0384.1184.6887.4992.7193.4597.5597.94103.72186.23187.291. (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 Union45EPYC 4584PX amd4584PXapx4484PX4464p4464p epyc4364P4141 b130260390520650232.58233.05233.68245.08266.81268.24280.03280.47314.48581.27583.201. (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 Union45EPYC 4584PX amd4584PXapx4484PX4464p4464p epyc4364P41 b400800120016002000684.13684.39686.88700.91809.49809.79838.18839.99966.011797.861. (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: Tiny45EPYC 4584PX amd4584PX4484PX4464p epycpx4464p4364Pa41 b153045607535.1135.4335.9137.1338.5838.7240.8541.3041.7166.11

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Small454584PXEPYC 4584PX amdpx4484PX4464p epyc4464p4364Pa41 b70140210280350154.44155.14155.97167.89173.38177.87178.33193.94195.42310.38

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Medium45EPYC 4584PX amd4584PX4484PXpx4464p4464p epyc4364Pa41 b2004006008001000424.57424.95425.51473.55475.51491.98492.70528.33534.92845.17

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV14364P454584PXEPYC 4584PX amd4464p epyca4484PX4464ppx4141 b5001000150020002500105611891191119212461252125712671272236724071. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV24364P4464p epyc4464p4484PXpx4141 bEPYC 4584PX amd454584PXa3006009001200150070813271357136513681425144314771478148114951. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Large4364P4141 b4464p4484PX4464p epycpx4584PX45EPYC 4584PX amda40080012001600200075313421359147315151542157417491754175618101. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Small4364P4141 b4464p epyc4464p4484PXpx45EPYC 4584PX amd4584PXa20040060080010003354124147917998098379299319339791. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV1a45EPYC 4584PX amd4584PX4484PXpx4464p epyc4464p4364P41 b418001600240032004000114311951196120013831386141414181578350835121. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV24364Pa4464p4464p epyc4584PX4484PXEPYC 4584PX amd45px41 b415001000150020002500108811901208121012121217122212231248209721311. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Large4364P4464p epyc4464p4484PXapx4584PXEPYC 4584PX amd4541 b41400800120016002000106714271429146714981527152715421547199820181. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Small4364P4141 b4464p4464p epyc4484PXpxEPYC 4584PX amd4584PX45a20040060080010004557147207597667797988718778989201. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV24364P4141 b4464p4464p epyc4484PXpx45EPYC 4584PX amd4584PXa20040060080010004006236237037037177238018078098441. (CXX) g++ options: -O3 -lrt -lm

195 Results Shown

OpenSSL:
  ChaCha20
  AES-128-GCM
  AES-256-GCM
  ChaCha20-Poly1305
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
x265:
  Bosphorus 4K
  Bosphorus 1080p
simdjson:
  Kostya
  TopTweet
  LargeRand
  PartialTweets
  DistinctUserID
ACES DGEMM
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
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
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
BYTE Unix Benchmark:
  Pipe
  Dhrystone 2
  System Call
7-Zip Compression:
  Compression Rating
  Decompression Rating
Etcpak
ASTC Encoder:
  Fast
  Medium
  Thorough
  Exhaustive
  Very Thorough
BYTE Unix Benchmark
Stockfish
Stockfish
GROMACS
NAMD:
  ATPase with 327,506 Atoms
  STMV with 1,066,628 Atoms
Apache Cassandra
Numpy Benchmark
QuantLib:
  S
  XXS
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
OpenVINO GenAI:
  Gemma-7b-int4-ov - CPU
  Falcon-7b-instruct-int4-ov - CPU
  Phi-3-mini-128k-instruct-int4-ov - CPU
LiteRT:
  DeepLab V3
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
  Quantized COCO SSD MobileNet v1
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
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
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
FinanceBench:
  Repo OpenMP
  Bonds OpenMP
CP2K Molecular Dynamics:
  H20-64
  H20-256
  Fayalite-FIST
RELION
Build2
Primesieve:
  1e12
  1e13
Y-Cruncher:
  1B
  500M
POV-Ray
Timed Eigen Compilation
Gcrypt Library
Apache CouchDB:
  100 - 1000 - 30
  100 - 3000 - 30
  300 - 1000 - 30
  300 - 3000 - 30
  500 - 1000 - 30
  500 - 3000 - 30
Blender:
  BMW27 - CPU-Only
  Junkshop - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only
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
XNNPACK:
  FP32MobileNetV1
  FP32MobileNetV2
  FP32MobileNetV3Large
  FP32MobileNetV3Small
  FP16MobileNetV1
  FP16MobileNetV2
  FP16MobileNetV3Large
  FP16MobileNetV3Small
  QS8MobileNetV2