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: ChaCha204141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx30000M60000M90000M120000M150000M332808358603328954286068048329660939567437109390757287097105235690128278766110127793294810128265416980130588495050970198974501. 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-GCM4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx20000M40000M60000M80000M100000M253761232902558237464053755663700727099542207266752730076496336760100742301290100450008810100666591640104784522170761844056101. 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-GCM4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx20000M40000M60000M80000M100000M23845653160237605350104993094560067431535960673962543807116029187093614594180931680875909355599135097172751700709026564801. 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-Poly13054141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx20000M40000M60000M80000M100000M23701092760237011383604827810993066548747470664977394306881654402091025092880907114471409092741803092393529340686789555501. 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 4K4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx36912152.8082.7935.3737.2527.2327.6849.3459.3299.4009.5907.6461. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Bosphorus 4K4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx81624324010.8710.8119.8527.3627.5629.0934.6634.1634.4134.5428.821. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Bosphorus 4K4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2040608010035.8535.6465.1982.5382.1685.20101.52101.33101.54102.0185.001. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Bosphorus 4K4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx5010015020025085.9585.60156.60192.17190.34198.11217.96217.91218.53212.52194.021. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Bosphorus 1080p4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx71421283510.5810.5518.7424.8524.8125.4529.1829.0729.2129.5725.451. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Bosphorus 1080p4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2040608010037.1737.0765.3286.9686.3988.4298.9198.7999.45101.9788.271. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Bosphorus 1080p4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx70140210280350123.79122.92215.21282.01281.89287.05325.95320.18327.26339.02286.961. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Bosphorus 1080p4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2004006008001000380.63377.79652.97752.16748.15776.12835.45842.34845.58842.56769.821. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Beauty 4K 10-bit4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.32240.64480.96721.28961.6120.4430.4410.8721.1291.1321.1881.4271.4261.4331.4221.1841. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Beauty 4K 10-bit4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2468102.1782.1723.8025.4455.4225.6026.3226.3276.3916.5045.5511. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Beauty 4K 10-bit4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx36912154.3344.3326.45810.91410.88510.96712.11212.08611.89712.46810.8551. (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-bit4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx5101520258.0077.9849.18818.00217.94417.40617.83617.84517.86318.58817.3551. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

x265

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 4K4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx81624324010.9110.8918.8526.0925.8527.1632.2332.5932.2232.5726.941. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 1080p4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx30609012015056.6156.0388.71101.23101.33101.37113.31113.37113.16114.45101.251. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

simdjson

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: Kostya4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2468105.705.686.065.786.026.115.546.076.045.975.451. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: TopTweet4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx369121510.029.9710.8610.6610.6910.829.4011.259.1910.4610.511. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: LargeRandom4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.4140.8281.2421.6562.071.701.711.811.811.731.841.831.821.831.831.841. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: PartialTweets4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx36912159.329.3010.049.809.6310.1010.329.859.989.768.351. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: DistinctUserID4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx36912159.9210.1610.8510.5410.2810.769.1511.0511.1410.468.971. (CXX) g++ options: -O3 -lrt

ACES DGEMM

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Rate4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2004006008001000259.15263.20629.17818.68812.15842.731092.091091.011093.101141.19842.011. (CC) gcc options: -ffast-math -mavx2 -O3 -fopenmp -lopenblas

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS13_CHACHA20_POLY1305_SHA2564141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx16K32K48K64K80K21499.7321444.0943571.8656047.3856176.9057716.6472140.7572793.2672508.1376454.4557688.081. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA2564141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx20K40K60K80K100K22255.2322201.0345095.3557954.1958056.0159308.7574672.5774468.4974683.7480462.6059206.341. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS13_CHACHA20_POLY1305_SHA2564141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx80K160K240K320K400K135362.96135016.23272035.68328877.92326342.42333882.92382067.30379874.32382691.63388077.69333574.301. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-ticket - Suite: TLS13_CHACHA20_POLY1305_SHA2564141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx90K180K270K360K450K132265.65132025.36265949.20336267.09335411.96344296.24395112.39393408.85394570.00404263.45342775.291. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA3844141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx90K180K270K360K450K106833.78105324.92225379.66301017.23301217.61306153.20435926.40435194.20436101.34423535.68304060.281. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA2564141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx800K1600K2400K3200K4000K2105346.652103587.502874011.563061522.263082657.503035330.213379343.723397871.033431395.733563852.573038723.481. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-ticket - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA2564141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx600K1200K1800K2400K3000K1656876.391571309.622353677.962283083.542304145.792282729.642559245.202528614.522558621.382620332.002292879.441. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA3844141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx400K800K1200K1600K2000K732992.32690282.021298373.661543373.121532788.041586292.421862938.001863395.071874050.701820810.211572010.681. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-ticket - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA3844141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx300K600K900K1200K1500K596141.19602002.021187839.341297646.721300937.301329363.101569479.701559859.891569308.651553632.141340712.851. (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: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4080120160200124.17123.27125.52136.30135.72159.71166.17166.05165.77134.60157.891. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: yolov4 - Device: CPU - Executor: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx36912157.160157.1571213.2372010.4982010.4865010.7338011.3105011.3551011.3166011.0552010.712701. (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: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx30609012015073.8873.0097.23101.41101.62110.94113.17112.67113.29102.33110.891. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: T5 Encoder - Device: CPU - Executor: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx50100150200250141.96140.03141.57168.04166.51208.17203.93203.95203.49156.45206.091. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: bertsquad-12 - Device: CPU - Executor: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx51015202510.5210.6219.8114.6914.6914.5114.8815.0114.9415.5914.571. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2004006008001000495.84495.08762.25724.53748.66941.401013.191005.50999.97636.32937.781. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: fcn-resnet101-11 - Device: CPU - Executor: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.76541.53082.29623.06163.8271.079031.078292.052112.586882.590252.810933.401783.386583.390643.216702.796381. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx102030405023.8423.9139.0836.1236.4037.3843.4943.8444.0542.4537.101. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx80160240320400207.61202.12376.53360.35361.30356.41380.80383.13382.77390.60356.191. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: super-resolution-10 - Device: CPU - Executor: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx30609012015073.2773.84157.08134.94134.52125.17122.22122.17122.21141.12125.081. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ResNet101_DUC_HDC-12 - Device: CPU - Executor: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.34870.69741.04611.39481.74350.4647230.4644850.9163171.1458101.1563201.1762701.5498801.5361901.5436501.5419601.1705001. (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: Standard4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx112233445536.1138.5344.8046.3546.0940.0947.6748.2647.8947.0743.361. (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_time4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx36912152.302232.266124.639656.288076.292116.527768.548788.515738.571469.009176.52206

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/scivis/real_time4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx36912152.295442.277184.624236.296156.271886.449138.543958.490978.512338.984866.52304

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/pathtracer/real_time4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx50100150200250112.72111.48177.12199.51199.55199.02220.73218.18220.80236.25197.20

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/ao/real_time4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2468101.844071.904813.917495.470435.470575.631227.463997.387607.445757.639445.71084

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/scivis/real_time4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2468101.908041.894693.831525.357565.361895.548887.315947.323537.322847.587895.61470

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2468102.238512.223184.523186.173996.176246.411988.496468.437528.477278.820936.40740

BYTE Unix Benchmark

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Pipe4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx10M20M30M40M50M11669425.711518844.223448988.532471450.732439611.633443359.244309550.944169926.744323920.048806257.133381363.11. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Dhrystone 24141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx400M800M1200M1600M2000M478992410.7475486444.1966576789.41272938788.01263644317.81346521770.31766450267.11765175324.61771958344.71866536062.71340340196.61. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: System Call4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx11M22M33M44M55M10707715.010629944.821559197.029969810.929923094.430761218.940711986.940531084.040718581.649140426.630701622.81. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Compression Rating4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx40K80K120K160K200K54079534251018721350331338041412631693731703611697501638591422131. 7-Zip 23.01 (x64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Decompression Rating4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx40K80K120K160K200K4378143210882291185691185871256981661801645811659341659161256051. 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: ETC24141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx120240360480600155.44154.25304.24388.40388.13410.73556.87556.04556.41577.82409.881. (CXX) g++ options: -flto -pthread

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Fast4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx90180270360450100.3799.40205.01263.55263.37278.24369.03368.55368.57396.65277.301. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Medium4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx30609012015039.3239.0480.37103.81103.67109.03144.61144.48144.63156.22108.861. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Thorough4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx5101520255.06555.044810.339213.523013.513914.170018.766118.707518.749920.302514.14641. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Exhaustive4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.3790.7581.1371.5161.8950.42440.42230.86121.13651.13681.18871.57671.56971.57431.68441.18621. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Very Thorough4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.61671.23341.85012.46683.08350.69230.69061.40521.85461.85591.94122.56962.56342.56942.74101.93911. (CXX) g++ options: -O3 -flto -pthread

BYTE Unix Benchmark

OpenBenchmarking.orgMWIPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Whetstone Double4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx70K140K210K280K350K84017.483540.7174760.6242679.0242340.5244075.3331193.7329601.4331202.0343491.9244131.01. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 17Chess Benchmark4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx13M26M39M52M65M12630264149437373151493743158853420429514526754655762702572477635867663654752796429733961. (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 Benchmark4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx10M20M30M40M50M12024682116075022401702430315972299400743370229848797079444464584572479446507038338715951. Stockfish 16 by the Stockfish developers (see AUTHORS file)

GROMACS

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACSInput: water_GMX50_bare4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.40880.81761.22641.63522.0440.6640.6611.1041.3981.3931.5771.8111.8171.8081.6921.5751. GROMACS version: 2023.3-Ubuntu_2023.3_1ubuntu3

NAMD

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: ATPase with 327,506 Atoms4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.64231.28461.92692.56923.21150.888950.892411.740382.216452.207282.381242.837982.839132.854852.796322.35379

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: STMV with 1,066,628 Atoms4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.17150.3430.51450.6860.85750.273520.273200.497710.614520.610930.651190.762270.759870.756450.756560.65448

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 5.0Test: Writes4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx60K120K180K240K300K6624366519139110173633174025174960236826235893238227271333173946

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 Benchmark4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2004006008001000705.99700.76813.31781.66783.43745.59833.64806.83754.41775.75831.42

QuantLib

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: S4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx481216204.430214.430918.0269610.2873010.2531011.8647014.0431014.0171014.0472012.7476011.839001. (CXX) g++ options: -O3 -march=native -fPIE -pie

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: XXS4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx481216204.476434.464118.1915310.5788010.5616012.1169014.6226014.6240014.6973013.4320012.105701. (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 12841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2468106.556.647.097.107.117.007.007.006.887.121. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 51241 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2040608010032.9760.8764.9664.4369.1191.7192.8993.9170.7667.951. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 102441 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2040608010031.9159.2763.7163.5066.5790.9690.0191.3170.8566.351. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 204841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2040608010030.9355.9560.6860.8063.8086.6886.1786.4763.0963.791. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Text Generation 12841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2468106.907.027.427.447.417.377.327.377.247.441. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 51241 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2040608010032.9461.0965.2464.6868.2094.0893.2493.4968.4068.811. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 102441 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2040608010032.5959.5464.1562.8466.8591.1791.1290.4869.2666.521. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 204841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2040608010031.0456.0560.4760.3063.6186.9186.5686.4462.9763.411. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Text Generation 12841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx122436486051.5051.8650.5050.4352.3050.3349.9049.7647.7252.371. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 51241 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx70140210280350122.80204.06235.94242.10243.14337.06316.80326.16327.30232.861. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 102441 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx80160240320400115.67185.97235.01227.71232.26291.02290.10324.04355.09244.771. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 204841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx60120180240300105.10171.68213.02212.30222.75273.67289.41289.04279.04208.991. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Llamafile

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 1641 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx51015202519.1718.8319.4719.5319.4919.1619.2719.2419.0319.50

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 12841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx51015202520.0819.6020.4820.5020.3920.2920.2320.2620.1320.51

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 25641 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx90018002700360045004096409640964096409640964096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 51241 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 1641 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx61218243023.8024.2725.7725.7825.8625.3825.3225.3024.5925.94

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 102441 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 204841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 12841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx71421283525.0925.5227.3627.3527.5927.2127.2027.1926.2827.80

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 1641 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx36912159.999.9210.4810.4510.4510.3410.3010.3710.2210.45

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 25641 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx90018002700360045004096409640964096409640964096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 51241 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 12841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx369121510.4610.3210.9310.9110.9110.8210.8110.8510.4710.93

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 1641 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.41850.8371.25551.6742.09251.731.761.831.831.831.861.821.831.781.84

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 102441 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 204841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 12841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.46350.9271.39051.8542.31751.931.932.052.062.052.032.032.031.992.05

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 25641 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx90018002700360045004096409640964096409640964096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 51241 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 102441 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 204841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 25641 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx300600900120015001536153615361536153615361536153615361536

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 51241 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx70014002100280035003072307230723072307230723072307230723072

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 102441 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx130026003900520065006144614461446144614461446144614461446144

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 204841 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx3K6K9K12K15K12288122881228812288122881228812288122881228812288

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Gemma-7b-int4-ov - Device: CPU41 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx36912158.059.5210.1710.2010.2310.1710.1110.149.8310.24

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

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

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

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

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: CPU41 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx369121511.3812.5913.3413.3213.4013.3613.3213.2412.9313.41

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Phi-3-mini-128k-instruct-int4-ov - Device: CPU41 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx51015202516.6519.0019.8219.8220.2819.7119.6719.7319.2820.29

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V34141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx80016002400320040002950.802994.591569.752272.282289.582343.382152.482185.782200.933579.672359.99

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNet4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx70014002100280035003173.553179.551654.651820.341822.701809.181763.221769.561765.391794.111821.35

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V44141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx11K22K33K44K55K49048.849101.924502.123141.422928.322083.319686.020102.819859.421477.822752.4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet Mobile4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4K8K12K16K20K5153.495034.383808.807759.697640.818057.569245.769311.779231.9716936.007931.64

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Float4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx50010001500200025002193.882190.791044.531248.121248.601244.701178.941165.501175.501211.481244.51

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Quant4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4008001200160020001781.601785.40935.99859.76857.49848.94730.17734.35742.03823.17849.21

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V24141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx9K18K27K36K45K41844.041757.921153.520123.520503.519477.817824.618224.018412.319530.219490.7

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v14141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx60012001800240030002736.982741.681494.511431.191415.111420.151343.221337.781339.692129.521417.35

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: go4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2040608010078.478.775.378.376.078.678.178.479.677.879.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: chaos4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx91827364539.940.238.339.038.639.738.839.239.138.239.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: float4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx122436486052.852.948.249.749.751.350.751.151.050.750.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: nbody4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx142842567060.460.056.857.258.659.559.659.058.859.059.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pathlib4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4812162014.614.613.514.114.114.414.214.114.114.214.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: raytrace4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4080120160200182180174177176182179176176175182

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: xml_etree4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx81624324036.736.634.735.335.636.836.136.136.235.836.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: gc_collect4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx150300450600750702704649671671699689682686677706

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: json_loads4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx369121512.412.411.812.012.012.412.312.512.212.112.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: crypto_pyaes4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx102030405043.043.140.741.842.043.142.442.742.741.743.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: async_tree_io4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2004006008001000855858726738742666633653651755656

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: regex_compile4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx163248648072.672.768.169.570.071.770.471.469.869.872.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: python_startup4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2468106.936.976.345.805.816.086.036.016.015.776.09

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_tcp_ssl4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx160320480640800723737610626628590581582586645590

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: django_template4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx51015202521.221.320.120.620.621.020.920.821.020.721.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_websockets4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx70140210280350330331308315316321314315317315322

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pickle_pure_python4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4080120160200171171162164164169163166165165168

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Scala Dotty4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx110220330440550506.5515.8464.5424.6442.9428.6455.6441.9411.9477.0436.2MIN: 420.76 / MAX: 1038.72MIN: 426.08 / MAX: 1026.55MIN: 358.07 / MAX: 790.35MIN: 376.26 / MAX: 659.55MIN: 376.04 / MAX: 787.17MIN: 378.22 / MAX: 628.77MIN: 394.05 / MAX: 695.67MIN: 387.7 / MAX: 646.01MIN: 362.36 / MAX: 713.71MIN: 371.54 / MAX: 736.5MIN: 380.62 / MAX: 721.56

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Random Forest4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx110220330440550439.9485.4381.6415.3412.9422.0407.7420.7402.2414.4453.2MIN: 388.86 / MAX: 516.9MIN: 403.24 / MAX: 525.59MIN: 332.96 / MAX: 445.77MIN: 342.21 / MAX: 486.26MIN: 342.95 / MAX: 473.15MIN: 357.91 / MAX: 497.55MIN: 337.66 / MAX: 471.92MIN: 339.2 / MAX: 478.26MIN: 343.06 / MAX: 486.63MIN: 322.79 / MAX: 466.1MIN: 352.31 / MAX: 513.31

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: ALS Movie Lens4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2K4K6K8K10K7465.17147.45993.49243.08980.89378.89972.09891.49969.89805.79275.7MIN: 6716.72 / MAX: 7815.35MIN: 6653.82 / MAX: 7863.42MIN: 5836.57 / MAX: 6535.35MIN: 8920.42 / MAX: 9406.46MIN: 8480.95 / MAX: 9113.57MIN: 8718.36 / MAX: 9413.7MIN: 9479.38 / MAX: 10040.33MIN: 9364.27 / MAX: 10037.94MIN: 9680.91 / MAX: 9983.16MIN: 9253.4 / MAX: 10057.61MIN: 8821.09 / MAX: 9495.91

Test: Apache Spark ALS

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

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

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

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 Bayes4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx130260390520650566.2600.1483.4515.3513.3513.2500.0477.0515.6490.0474.9MIN: 493.35 / MAX: 1029.04MIN: 506.71 / MAX: 741.31MIN: 456.88 / MAX: 535.94MIN: 456.38 / MAX: 531.31MIN: 455.04 / MAX: 535.53MIN: 453.66 / MAX: 554.7MIN: 457.03 / MAX: 581.14MIN: 460.78 / MAX: 515.59MIN: 459.35 / MAX: 536.06MIN: 459.29 / MAX: 580.9MIN: 454.77 / MAX: 514.32

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Savina Reactors.IO4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx80016002400320040003745.83818.53349.53523.13688.63655.83589.43582.43641.93506.43676.0MIN: 3745.79 / MAX: 4547.1MAX: 4702.95MIN: 3349.49 / MAX: 4130.17MIN: 3523.09 / MAX: 4370.41MAX: 4840.82MIN: 3655.76 / MAX: 4484.97MAX: 4472.27MIN: 3582.35 / MAX: 4689.63MAX: 4585.77MIN: 3506.38 / MAX: 4329.37MAX: 4536.84

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark PageRank4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx50010001500200025002267.12292.22506.82366.12373.02138.12179.02182.52227.92412.22229.7MIN: 2117.39 / MAX: 2335.98MIN: 2106.39 / MAX: 2374.31MIN: 1771.47MIN: 1667.92 / MAX: 2366.13MIN: 1684.52MIN: 1499.64MIN: 1591.55 / MAX: 2179.02MIN: 1564.17MIN: 1592.13 / MAX: 2227.91MIN: 1691.04MIN: 1612.96 / MAX: 2229.74

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Finagle HTTP Requests4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx60012001800240030001664.41669.91705.52650.92708.12492.22570.52627.32571.22319.42483.1MIN: 1625.17 / MAX: 1776.68MIN: 1612.75 / MAX: 1713.57MIN: 1676.49 / MAX: 1730.57MIN: 2066.79MIN: 2074.84 / MAX: 2708.11MIN: 1947.63MIN: 1960.33 / MAX: 2570.51MIN: 2034.59 / MAX: 2627.31MIN: 1999.64MIN: 1832.84MIN: 1933.43

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Gaussian Mixture Model4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx80016002400320040003087.03130.43397.03647.23703.23860.63829.93806.53773.13399.53815.2MIN: 2935.02 / MAX: 3439.02MIN: 2997.45 / MAX: 3481.57MIN: 2497.54 / MAX: 3397.03MIN: 2576.86 / MAX: 3647.22MIN: 2648.51 / MAX: 3703.23MIN: 2758.89 / MAX: 3860.61MIN: 2792.29MIN: 2770.53 / MAX: 3806.52MIN: 2755.26 / MAX: 3773.12MIN: 2471.52MIN: 2749.56 / MAX: 3815.24

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: In-Memory Database Shootout4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx80016002400320040002951.13681.93244.83288.53275.53241.53408.43232.83442.93256.13175.6MIN: 2787.28 / MAX: 3070.94MIN: 2559.5MIN: 2350.89MIN: 2991.78 / MAX: 3586.63MIN: 3012.8 / MAX: 3533.02MIN: 3037.03 / MAX: 3491.91MIN: 3187.55 / MAX: 3638.98MIN: 3057.86 / MAX: 3585.74MIN: 3258.62 / MAX: 3709.4MIN: 3019.89 / MAX: 3599.5MIN: 2896.06 / MAX: 3367.44

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Akka Unbalanced Cobwebbed Tree4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx100020003000400050004474.84457.13720.14084.64098.54038.44359.34384.04344.84403.84002.3MIN: 4474.77 / MAX: 5751.45MIN: 4457.08 / MAX: 5796.57MIN: 3720.09 / MAX: 4686.78MAX: 5256.95MIN: 4098.48 / MAX: 5163.21MIN: 4038.36 / MAX: 5089.28MIN: 4359.25 / MAX: 5618.71MIN: 4383.98 / MAX: 5691.67MAX: 5622.35MAX: 5719.11MIN: 4002.27 / MAX: 4983.72

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Genetic Algorithm Using Jenetics + Futures4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2004006008001000806.4801.4749.9924.5884.0904.0891.21050.3959.3732.8920.7MIN: 786.25 / MAX: 832.34MIN: 786.46 / MAX: 836.72MIN: 737.7 / MAX: 777.92MIN: 821.03MIN: 863.46 / MAX: 897.46MIN: 886.83 / MAX: 919.31MIN: 861.29 / MAX: 903.79MIN: 1016.46 / MAX: 1068.02MIN: 844.95MIN: 713.67 / MAX: 813.49MIN: 888.75 / MAX: 934.44

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPU4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx0.8621.7242.5863.4484.313.831173.828851.906861.887311.889191.938061.130121.124651.128011.125731.93913MIN: 3.77MIN: 3.77MIN: 1.86MIN: 1.83MIN: 1.83MIN: 1.92MIN: 1.1MIN: 1.09MIN: 1.1MIN: 1.03MIN: 1.911. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPU4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx1.11572.23143.34714.46285.57854.946894.958674.450963.750033.745782.730722.778352.746992.777274.058002.72942MIN: 4.85MIN: 4.87MIN: 4.38MIN: 3.71MIN: 3.71MIN: 2.7MIN: 2.74MIN: 2.72MIN: 2.75MIN: 3.75MIN: 2.71. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPU4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx36912159.186589.169567.873676.364756.371504.115514.035504.038084.048776.672874.13321MIN: 9.06MIN: 9.03MIN: 7.77MIN: 6.28MIN: 6.28MIN: 4.05MIN: 3.98MIN: 3.98MIN: 3.99MIN: 6.2MIN: 4.071. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPU4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2468107.267387.281393.786293.432873.425473.402933.059183.072193.063412.976123.40628MIN: 6.92MIN: 6.94MIN: 3.55MIN: 2.96MIN: 2.9MIN: 3.03MIN: 2.56MIN: 2.59MIN: 2.58MIN: 2.42MIN: 3.031. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPU4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2468107.536557.553153.780083.389583.388233.508402.662962.672192.664292.412943.51243MIN: 7.53MIN: 7.52MIN: 3.64MIN: 3.28MIN: 3.28MIN: 3.46MIN: 2.62MIN: 2.62MIN: 2.62MIN: 2.34MIN: 3.471. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPU4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx100020003000400050004726.084752.852422.831911.441913.861898.361320.231320.991320.371372.031895.68MIN: 4716.28MIN: 4746.78MIN: 2416.25MIN: 1895MIN: 1899.63MIN: 1894.26MIN: 1302.81MIN: 1308.56MIN: 1301.96MIN: 1342.06MIN: 1892.591. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPU4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx50010001500200025002415.252441.271270.761009.581012.19965.02670.70672.51670.23700.86966.01MIN: 2406.21MIN: 2435.83MIN: 1266.25MIN: 994.85MIN: 999.17MIN: 963.27MIN: 662.66MIN: 665.03MIN: 663.39MIN: 679.89MIN: 963.431. (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 OpenMP4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx7K14K21K28K35K32271.6732477.3521121.6121588.9121612.0422320.3322060.1521948.9421848.0721418.4522318.741. (CXX) g++ options: -O3 -march=native -fopenmp

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMP4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx10K20K30K40K50K47198.9446851.4232715.8133551.5233538.2734600.7733906.6934053.0633913.4633061.2234896.841. (CXX) g++ options: -O3 -march=native -fopenmp

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-644141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx306090120150123.66130.8168.1758.4058.8653.0142.4743.1742.5158.1952.721. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-2564141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx300600900120015001281.081282.66740.09676.74678.68628.10517.50517.66517.92592.86631.311. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: Fayalite-FIST4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4080120160200177.14179.12108.44100.4997.4592.2184.0784.8084.2194.0394.901. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

RELION

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 5.0Test: Basic - Device: CPU4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx70014002100280035002771.783046.811369.23937.33946.43729.40549.80551.72553.78944.27733.021. (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 Compile4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx70140210280350300.72294.95154.43121.74117.07111.6591.0291.7292.0292.05113.78

Primesieve

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e124141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx61218243024.72324.82112.2739.7019.7059.1166.9376.9266.9036.3479.1471. (CXX) g++ options: -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e134141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx70140210280350301.60302.74150.67118.66118.85110.6184.3284.4984.2678.50110.711. (CXX) g++ options: -O3

Y-Cruncher

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 1B4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx91827364540.5639.2523.8919.3619.2818.3817.3617.3417.5718.4918.37

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 500M4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx51015202518.16518.29010.9549.0419.0678.6888.1198.1738.2798.7728.623

POV-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-RayTrace Time4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx163248648070.0670.7734.9226.6126.6025.2619.5219.5520.3318.5425.331. POV-Ray 3.7.0.10.unofficial

Timed Eigen Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.4.0Time To Compile4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx306090120150145.21146.6684.4869.3869.5867.3657.1858.8258.6958.6667.08

Gcrypt Library

OpenBenchmarking.orgSeconds, Fewer Is BetterGcrypt Library 1.10.34141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4080120160200165.55169.14154.32156.34156.71171.02167.63150.64159.25162.13163.841. (CC) gcc options: -O2 -fvisibility=hidden

Apache CouchDB

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 1000 - Rounds: 304141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2040608010096.7496.5573.2476.7076.5875.9076.6675.8976.6769.9376.391. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 3000 - Rounds: 304141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx70140210280350314.49316.46239.08259.20259.06253.99253.28252.83253.49232.19254.731. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 1000 - Rounds: 304141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx306090120150153.03154.04118.32118.16116.42117.57116.22116.24116.62106.13119.351. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 3000 - Rounds: 304141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx110220330440550515.50513.58398.39401.99405.45406.12399.26397.43400.40367.83408.481. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 1000 - Rounds: 304141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx50100150200250212.83212.53163.92164.36163.36164.47161.47163.81161.09148.05164.811. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 3000 - Rounds: 304141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx150300450600750695.35698.07545.97551.35551.60559.35552.21553.81554.40511.78560.701. (CXX) g++ options: -flto -lstdc++ -shared -lei

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: CPU-Only4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx50100150200250215.53214.89103.9779.1979.2474.0855.1855.2655.7453.5573.16

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: CPU-Only4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx60120180240300292.14294.04141.99104.70104.0197.0173.6973.8773.5573.5697.10

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: CPU-Only4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx120240360480600560.89563.14276.44212.30211.40197.20149.37149.37148.97143.36197.53

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: CPU-Only4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx60120180240300280.26282.19136.51105.45105.2496.6773.4873.9673.8671.3597.09

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: CPU-Only4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4008001200160020002077.692095.98978.03739.91731.39679.34513.54514.70513.66506.20678.40

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: CPU-Only4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx140280420560700667.71671.42320.59243.35245.12226.34170.09171.82171.25166.12224.64

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the Union4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4080120160200187.29186.23103.7297.9497.5592.7184.1184.6884.0387.4993.451. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-small.en - Input: 2016 State of the Union4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx130260390520650581.27583.20314.48280.03280.47268.24232.58233.68233.05245.08266.811. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-medium.en - Input: 2016 State of the Union41 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx4008001200160020001797.86966.01838.18839.99809.79684.13686.88684.39700.91809.491. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

Whisperfile

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Tiny41 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx153045607566.1141.3040.8538.5837.1335.1135.9135.4341.7138.72

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Small41 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx70140210280350310.38193.94178.33177.87173.38154.44155.14155.97195.42167.89

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Medium41 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx2004006008001000845.17528.33491.98492.70473.55424.57425.51424.95534.92475.51

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV14141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx5001000150020002500236724071056126712461257118911911192125212721. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV24141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx3006009001200150014251443708135713271365147814811477149513681. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Large4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx40080012001600200013421359753147315421515175417491756181015741. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Small4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx20040060080010004124143357997918099299339319798371. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV14141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx8001600240032004000351235081578141814141383119512001196114313861. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV24141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx5001000150020002500213120971088120812101217122312121222119012481. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Large4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx400800120016002000201819981067142914271467154715271542149815271. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Small4141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx20040060080010007147204557597667798988778719207981. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV24141 b4364P4464p4464p epyc4484PX454584PXEPYC 4584PX amdapx20040060080010006236234007037037178018098078447231. (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