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 2412201-NE-EOY20246700
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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

eoy2024relion: Basic - CPUstockfish: Chess Benchmarkbyte: System Calllitert: NASNet Mobilemt-dgemm: Sustained Floating-Point Ratebyte: Pipestockfish: Chess Benchmarkospray: gravity_spheres_volume/dim_512/ao/real_timeblender: Barbershop - CPU-Onlyrustls: handshake - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384openssl: AES-128-GCMbyte: Whetstone Doublecassandra: Writesopenssl: AES-256-GCMblender: Pabellon Barcelona - CPU-Onlyblender: BMW27 - CPU-Onlyastcenc: Thoroughospray: gravity_spheres_volume/dim_512/scivis/real_timeastcenc: Mediumblender: Junkshop - CPU-Onlyastcenc: Fastastcenc: Exhaustiveospray: particle_volume/ao/real_timeastcenc: Very Thoroughospray: gravity_spheres_volume/dim_512/pathtracer/real_timeblender: Fishy Cat - CPU-Onlyospray: particle_volume/scivis/real_timeblender: Classroom - CPU-Onlybyte: Dhrystone 2openssl: ChaCha20primesieve: 1e12openssl: ChaCha20-Poly1305primesieve: 1e13compress-7zip: Decompression Ratingpovray: Trace Timeetcpak: Multi-Threaded - ETC2onednn: Recurrent Neural Network Inference - CPUrustls: handshake - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256onednn: Recurrent Neural Network Training - CPUrustls: handshake - TLS13_CHACHA20_POLY1305_SHA256svt-av1: Preset 3 - Bosphorus 4Konednn: IP Shapes 1D - CPUonnx: ResNet101_DUC_HDC-12 - CPU - Standardbuild2: Time To Compilequantlib: XXSsvt-av1: Preset 3 - Beauty 4K 10-bitnamd: ATPase with 327,506 Atomssvt-av1: Preset 5 - Bosphorus 4Kcompress-7zip: Compression Ratingquantlib: Sonnx: fcn-resnet101-11 - CPU - Standardonednn: Deconvolution Batch shapes_3d - CPUcp2k: H20-64xnnpack: FP16MobileNetV1llama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 1024rustls: handshake-ticket - TLS13_CHACHA20_POLY1305_SHA256svt-av1: Preset 5 - Beauty 4K 10-bitx265: Bosphorus 4Kxnnpack: FP32MobileNetV3Smallsvt-av1: Preset 8 - Beauty 4K 10-bitrustls: handshake-resume - TLS13_CHACHA20_POLY1305_SHA256svt-av1: Preset 8 - Bosphorus 4Kllama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 1024llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 512llama-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 2048svt-av1: Preset 3 - Bosphorus 1080pllama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 2048llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 1024namd: STMV with 1,066,628 Atomssvt-av1: Preset 8 - Bosphorus 1080pllama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 2048svt-av1: Preset 5 - Bosphorus 1080pgromacs: water_GMX50_barellama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 512rustls: handshake-resume - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384rustls: handshake-ticket - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384whisper-cpp: ggml-medium.en - 2016 State of the Unionbuild-eigen: Time To Compilesvt-av1: Preset 13 - Bosphorus 4Kwhisper-cpp: ggml-small.en - 2016 State of the Unionlitert: Inception V4cp2k: H20-256onednn: Deconvolution Batch shapes_1d - CPUlitert: Mobilenet Quantxnnpack: FP32MobileNetV3Largelitert: Inception ResNet V2y-cruncher: 1Bsvt-av1: Preset 13 - Beauty 4K 10-bitlitert: DeepLab V3xnnpack: FP32MobileNetV1onednn: Convolution Batch Shapes Auto - CPUy-cruncher: 500Msvt-av1: Preset 13 - Bosphorus 1080pwhisper-cpp: ggml-base.en - 2016 State of the Uniononnx: super-resolution-10 - CPU - Standardcp2k: Fayalite-FISTospray: particle_volume/pathtracer/real_timexnnpack: FP32MobileNetV2xnnpack: QS8MobileNetV2litert: Mobilenet Floatlitert: Quantized COCO SSD MobileNet v1onnx: CaffeNet 12-int8 - CPU - Standardx265: Bosphorus 1080pxnnpack: FP16MobileNetV3Smallwhisperfile: Smallwhisperfile: Mediumxnnpack: FP16MobileNetV2onnx: ResNet50 v1-12-int8 - CPU - Standardlitert: SqueezeNetxnnpack: FP16MobileNetV3Largeonnx: bertsquad-12 - CPU - Standardwhisperfile: Tinyonnx: yolov4 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonednn: IP Shapes 3D - CPUrustls: handshake-resume - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256rustls: handshake-ticket - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256renaissance: ALS Movie Lensrenaissance: Finagle HTTP Requestsonnx: ZFNet-512 - CPU - Standardfinancebench: Repo OpenMPonnx: T5 Encoder - CPU - Standardcouchdb: 300 - 1000 - 30financebench: Bonds OpenMPcouchdb: 500 - 1000 - 30renaissance: Genetic Algorithm Using Jenetics + Futurescouchdb: 300 - 3000 - 30couchdb: 100 - 1000 - 30couchdb: 500 - 3000 - 30couchdb: 100 - 3000 - 30pyperformance: async_tree_ioonnx: GPT-2 - CPU - Standardonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardopenvino-genai: Gemma-7b-int4-ov - CPUrenaissance: Rand Forestpyperformance: asyncio_tcp_sslrenaissance: Apache Spark Bayesrenaissance: Scala Dottyrenaissance: Gaussian Mixture Modelrenaissance: In-Memory Database Shootoutsimdjson: DistinctUserIDsimdjson: PartialTweetssimdjson: TopTweetopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPUpyperformance: python_startuprenaissance: Akka Unbalanced Cobwebbed Treenumpy: openvino-genai: Falcon-7b-instruct-int4-ov - CPUrenaissance: Apache Spark PageRankrenaissance: Savina Reactors.IOgcrypt: simdjson: Kostyallamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 128pyperformance: floatllama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Text Generation 128llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 16pyperformance: gc_collectllama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Text Generation 128simdjson: LargeRandpyperformance: pathlibllama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Text Generation 128llamafile: wizardcoder-python-34b-v1.0.Q6_K - Text Generation 16pyperformance: asyncio_websocketspyperformance: regex_compilellamafile: wizardcoder-python-34b-v1.0.Q6_K - Text Generation 128pyperformance: crypto_pyaespyperformance: nbodypyperformance: xml_etreepyperformance: django_templatepyperformance: json_loadsllamafile: mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 128pyperformance: gollamafile: mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 16pyperformance: pickle_pure_pythonpyperformance: chaosllamafile: Llama-3.2-3B-Instruct.Q6_K - Text Generation 128pyperformance: raytracellamafile: Llama-3.2-3B-Instruct.Q6_K - Text Generation 16llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 2048llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 1024llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 512llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 256llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 2048llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 1024llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 512llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 256llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 2048llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 1024llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 512llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 256llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 2048llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 1024llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 512llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 256openvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPU - Time To First Tokenopenvino-genai: Falcon-7b-instruct-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Falcon-7b-instruct-int4-ov - CPU - Time To First Tokenopenvino-genai: Gemma-7b-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Gemma-7b-int4-ov - CPU - Time To First Tokenonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardonnx: ResNet101_DUC_HDC-12 - CPU - Standardonnx: super-resolution-10 - CPU - Standardonnx: ResNet50 v1-12-int8 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: CaffeNet 12-int8 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: T5 Encoder - CPU - Standardonnx: ZFNet-512 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: GPT-2 - CPU - Standardrenaissance: Apache Spark ALSa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b944.275475279649140426.6169361141.19410448806257.1465070387.63944506.2423535.68104784522170343491.927133397172751700166.1253.5520.30257.58789156.221773.56396.64951.68449.009172.7418.8209371.358.98486143.361866536062.71305884950506.3479239352934078.49816591618.542577.817700.85980462.61372.0376454.459.591.125731.5419692.05313.4321.4222.7963234.53816385912.74763.21672.4129458.1911143355.09404263.456.50432.5797912.468388077.69102.00570.8568.470.7663.0929.57362.9769.260.75656339.023279.04101.9711.692327.31820810.211553632.14700.9158.655212.52245.0783821477.8592.8572.97612823.17181019530.218.48518.5883579.6712526.672878.772842.55887.48973141.11794.032236.24514958441211.482129.52636.318114.45920195.41642534.9191190390.5971794.11149815.589941.7093511.055242.45374.0583563852.5726203329805.72319.4102.33121418.445312156.453106.1333061.21875148.049732.8367.8369.929511.775232.188755134.59647.06919.83414.4645490.0477.03399.53256.110.469.7610.4619.285.774403.8775.7512.932412.23506.4162.1255.9726.2850.747.7224.596776.881.8314.27.241.7831569.81.9941.75935.820.712.110.4777.810.2216538.220.1317519.031228861443072153632768163848192409632768163848192409632768163848192409651.8655.9377.3486.06101.72106.6221.2429648.5227.086012.5589823.553310.8751.5708464.1416.391129.7698590.45237.42776729.44526754630761218.98057.56842.73064233443359.2337022985.63122679.34306153.276496336760244075.317496071160291870226.3474.0814.175.54888109.026597.01278.24451.18876.527761.94126.4119896.676.44913197.21346521770.3971052356909.11668816544020110.60812569825.264410.726965.01559308.751898.3657716.647.6841.938061.17627111.65112.11691.1882.3812429.09414126311.86472.810933.508453.0051383232.26344296.245.60227.1680910.967333882.9285.20166.5768.269.1163.825.44663.6166.850.65119287.047222.7588.4151.577243.141586292.421329363.1809.7896967.364198.112268.2389122083.3628.1043.40293848.943151519477.818.37917.4062343.3812574.115518.688776.11592.70933125.17292.21199.02313657171244.71420.15941.401101.37779173.38197473.550911217356.4091809.18146714.512237.1346210.733837.38322.730723035330.212282729.649378.82492.2110.9422320.332031208.174117.56634600.773438164.468904.0406.1275.901559.346253.99666159.7140.093510.23422.0590513.2428.63860.63241.510.7610.110.8220.286.084038.4745.5913.42138.13655.8171.0236.1127.5951.352.325.866997.111.8414.47.411.8332171.72.0543.159.536.82112.410.9178.610.4516939.720.3918219.491228861443072153632768163848192409632768163848192409632768163848192409649.3158.9174.6593.0197.79121.4824.9402850.1417.988732.8054426.7478355.7511.0618868.90514.802879.0132293.16056.25815733.024297339630701622.87931.64842.01283133381363.1338715955.71084678.4304060.287618440561024413117394670902656480224.6473.1614.14645.6147108.858897.1277.29941.18626.522061.93916.407497.096.52304197.531340340196.6970198974509.14768678955550110.70912560525.328409.875966.01359206.341895.6857688.087.6461.939131.1705113.7812.10571.1842.3537928.82414221311.8392.796383.5124352.7241386244.77342775.295.55126.9483710.855333574.384.99866.3568.8167.9563.7925.44763.4166.520.65448286.962208.9988.271.575232.861572010.681340712.85809.48967.076194.024266.8142522752.4631.313.40628849.209157419490.718.36517.3552359.9912724.133218.623769.81893.45463125.07694.896197.213687231244.511417.35937.778101.25798167.89219475.510841248356.1941821.35152714.574738.7182810.712737.10482.729423038723.482292879.449275.72483.1110.89222318.738281206.091119.34934896.835938164.812920.7408.48376.389560.7254.733656157.89343.36210.24453.2590474.9436.23815.23175.68.978.3510.5120.296.094002.3831.4213.412229.73676.0163.8395.4527.850.852.3725.947067.121.8414.47.441.8432272.52.0543.359.236.521.212.510.9379.410.4516839.420.5118219.51228861443072153632768163848192409632768163848192409632768163848192409649.2858.8674.549397.61122.323.0604854.3347.994862.8069526.9485357.6021.06668.61044.851429.0168793.34416.33034937.334315885329969810.97759.69818.67814132471450.7303159725.47043739.91301017.237270995422024267917363367431535960243.3579.1913.5235.35756103.8089104.7263.54751.13656.288071.85466.17399105.456.29615212.31272938788939567437109.70166548747470118.66411856926.609388.4041009.5857954.191911.4456047.387.2521.887311.14581121.73710.57881.1292.2164527.3613503310.28732.586883.3895858.3971418235.01336267.095.44526.0979910.914328877.9282.52563.7165.2464.9660.6824.85460.4764.150.61452282.008213.0286.961.398235.941543373.121297646.72838.1842569.379192.171280.0341923141.4676.7423.43287859.757147320123.519.36418.0022272.2812676.364759.041752.15597.94408134.941100.486199.51213577031248.121431.19724.533101.23759178.32917491.984121208360.3541820.34142914.688540.84710.498236.12053.750033061522.262283083.549243.02650.9101.41321588.90625168.036118.16133551.523438164.358924.5401.98976.696551.346259.196738136.29946.354310.17415.3626515.3424.63647.23288.510.549.810.6619.825.84084.6781.6613.342366.13523.1156.3435.7827.3649.750.525.776717.091.8114.17.421.8331569.52.0541.857.235.320.61210.9378.310.481643920.4817719.4712288614430721536327681638481924096327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RELION

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 5.0Test: Basic - Device: CPUpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b417001400210028003500733.02944.27553.78551.72549.80729.40946.43937.331369.233046.812771.781. (CXX) g++ options: -fPIC -std=c++14 -fopenmp -O3 -rdynamic -lfftw3f -lfftw3 -ldl -ltiff -lpng -ljpeg -lmpi_cxx -lmpi

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 17Chess BenchmarkpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4113M26M39M52M65M42973396547527965867663657247763557627024526754642042951431588533151493714943737126302641. (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

BYTE Unix Benchmark

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: System CallpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4111M22M33M44M55M30701622.849140426.640718581.640531084.040711986.930761218.929923094.429969810.921559197.010629944.810707715.01. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet MobilepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b414K8K12K16K20K7931.6416936.009231.979311.779245.768057.567640.817759.693808.805034.385153.49

ACES DGEMM

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RatepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412004006008001000842.011141.191093.101091.011092.09842.73812.15818.68629.17263.20259.151. (CC) gcc options: -ffast-math -mavx2 -O3 -fopenmp -lopenblas

BYTE Unix Benchmark

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: PipepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4110M20M30M40M50M33381363.148806257.144323920.044169926.744309550.933443359.232439611.632471450.723448988.511518844.211669425.71. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfishChess BenchmarkpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4110M20M30M40M50M33871595465070384572479444446458487970793370229829940074303159722401702411607502120246821. Stockfish 16 by the Stockfish developers (see AUTHORS file)

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/ao/real_timepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412468105.710847.639447.445757.387607.463995.631225.470575.470433.917491.904811.84407

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: CPU-OnlypxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41400800120016002000678.40506.20513.66514.70513.54679.34731.39739.91978.032095.982077.69

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4190K180K270K360K450K304060.28423535.68436101.34435194.20435926.40306153.20301217.61301017.23225379.66105324.92106833.781. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-128-GCMpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4120000M40000M60000M80000M100000M761844056101047845221701006665916401004500088101007423012907649633676072667527300727099542205375566370025582374640253761232901. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

BYTE Unix Benchmark

OpenBenchmarking.orgMWIPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Whetstone DoublepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4170K140K210K280K350K244131.0343491.9331202.0329601.4331193.7244075.3242340.5242679.0174760.683540.784017.41. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 5.0Test: WritespxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4160K120K180K240K300K1739462713332382272358932368261749601740251736331391106651966243

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-256-GCMpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4120000M40000M60000M80000M100000M70902656480971727517009355599135093168087590936145941807116029187067396254380674315359604993094560023760535010238456531601. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: CPU-OnlypxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41140280420560700224.64166.12171.25171.82170.09226.34245.12243.35320.59671.42667.71

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: CPU-OnlypxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b415010015020025073.1653.5555.7455.2655.1874.0879.2479.19103.97214.89215.53

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: ThoroughpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4151015202514.146420.302518.749918.707518.766114.170013.513913.523010.33925.04485.06551. (CXX) g++ options: -O3 -flto -pthread

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/scivis/real_timepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412468105.614707.587897.322847.323537.315945.548885.361895.357563.831521.894691.90804

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: MediumpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41306090120150108.86156.22144.63144.48144.61109.03103.67103.8180.3739.0439.321. (CXX) g++ options: -O3 -flto -pthread

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: CPU-OnlypxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b416012018024030097.1073.5673.5573.8773.6997.01104.01104.70141.99294.04292.14

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: FastpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4190180270360450277.30396.65368.57368.55369.03278.24263.37263.55205.0199.40100.371. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: ExhaustivepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b410.3790.7581.1371.5161.8951.18621.68441.57431.56971.57671.18871.13681.13650.86120.42230.42441. (CXX) g++ options: -O3 -flto -pthread

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/ao/real_timepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4136912156.522069.009178.571468.515738.548786.527766.292116.288074.639652.266122.30223

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Very ThoroughpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b410.61671.23341.85012.46683.08351.93912.74102.56942.56342.56961.94121.85591.85461.40520.69060.69231. (CXX) g++ options: -O3 -flto -pthread

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412468106.407408.820938.477278.437528.496466.411986.176246.173994.523182.223182.23851

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: CPU-OnlypxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b416012018024030097.0971.3573.8673.9673.4896.67105.24105.45136.51282.19280.26

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/scivis/real_timepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4136912156.523048.984868.512338.490978.543956.449136.271886.296154.624232.277182.29544

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: CPU-OnlypxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41120240360480600197.53143.36148.97149.37149.37197.20211.40212.30276.44563.14560.89

BYTE Unix Benchmark

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Dhrystone 2pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41400M800M1200M1600M2000M1340340196.61866536062.71771958344.71765175324.61766450267.11346521770.31263644317.81272938788.0966576789.4475486444.1478992410.71. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4130000M60000M90000M120000M150000M970198974501305884950501282654169801277932948101282787661109710523569093907572870939567437106804832966033289542860332808358601. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

Primesieve

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e12pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b416121824309.1476.3476.9036.9266.9379.1169.7059.70112.27324.82124.7231. (CXX) g++ options: -O3

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20-Poly1305pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4120000M40000M60000M80000M100000M68678955550923935293409092741803090711447140910250928806881654402066497739430665487474704827810993023701138360237010927601. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

Primesieve

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e13pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4170140210280350110.7178.5084.2684.4984.32110.61118.85118.66150.67302.74301.601. (CXX) g++ options: -O3

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Decompression RatingpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4140K80K120K160K200K1256051659161659341645811661801256981185871185698822943210437811. 7-Zip 23.01 (x64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

POV-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-RayTrace TimepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41163248648025.3318.5420.3319.5519.5225.2626.6026.6134.9270.7770.061. POV-Ray 3.7.0.10.unofficial

Etcpak

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 2.0Benchmark: Multi-Threaded - Configuration: ETC2pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41120240360480600409.88577.82556.41556.04556.87410.73388.13388.40304.24154.25155.441. (CXX) g++ options: -flto -pthread

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPUpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b415001000150020002500966.01700.86670.23672.51670.70965.021012.191009.581270.762441.272415.25MIN: 963.43MIN: 679.89MIN: 663.39MIN: 665.03MIN: 662.66MIN: 963.27MIN: 999.17MIN: 994.85MIN: 1266.25MIN: 2435.83MIN: 2406.211. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4120K40K60K80K100K59206.3480462.6074683.7474468.4974672.5759308.7558056.0157954.1945095.3522201.0322255.231. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPUpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41100020003000400050001895.681372.031320.371320.991320.231898.361913.861911.442422.834752.854726.08MIN: 1892.59MIN: 1342.06MIN: 1301.96MIN: 1308.56MIN: 1302.81MIN: 1894.26MIN: 1899.63MIN: 1895MIN: 2416.25MIN: 4746.78MIN: 4716.281. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS13_CHACHA20_POLY1305_SHA256pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4116K32K48K64K80K57688.0876454.4572508.1372793.2672140.7557716.6456176.9056047.3843571.8621444.0921499.731. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Bosphorus 4KpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4136912157.6469.5909.4009.3299.3457.6847.2327.2525.3732.7932.8081. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPUpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b410.8621.7242.5863.4484.311.939131.125731.128011.124651.130121.938061.889191.887311.906863.828853.83117MIN: 1.91MIN: 1.03MIN: 1.1MIN: 1.09MIN: 1.1MIN: 1.92MIN: 1.83MIN: 1.83MIN: 1.86MIN: 3.77MIN: 3.771. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ResNet101_DUC_HDC-12 - Device: CPU - Executor: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b410.34870.69741.04611.39481.74351.1705001.5419601.5436501.5361901.5498801.1762701.1563201.1458100.9163170.4644850.4647231. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

Build2

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.17Time To CompilepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4170140210280350113.7892.0592.0291.7291.02111.65117.07121.74154.43294.95300.72

QuantLib

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: XXSpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b414812162012.1057013.4320014.6973014.6240014.6226012.1169010.5616010.578808.191534.464114.476431. (CXX) g++ options: -O3 -march=native -fPIE -pie

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Beauty 4K 10-bitpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b410.32240.64480.96721.28961.6121.1841.4221.4331.4261.4271.1881.1321.1290.8720.4410.4431. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

NAMD

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: ATPase with 327,506 AtomspxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b410.64231.28461.92692.56923.21152.353792.796322.854852.839132.837982.381242.207282.216451.740380.892410.88895

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Bosphorus 4KpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4181624324028.8234.5434.4134.1634.6629.0927.5627.3619.8510.8110.871. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Compression RatingpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4140K80K120K160K200K14221316385916975017036116937314126313380413503310187253425540791. 7-Zip 23.01 (x64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

QuantLib

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: SpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b414812162011.8390012.7476014.0472014.0171014.0431011.8647010.2531010.287308.026964.430914.430211. (CXX) g++ options: -O3 -march=native -fPIE -pie

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: fcn-resnet101-11 - Device: CPU - Executor: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b410.76541.53082.29623.06163.8272.796383.216703.390643.386583.401782.810932.590252.586882.052111.078291.079031. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPUpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412468103.512432.412942.664292.672192.662963.508403.388233.389583.780087.553157.53655MIN: 3.47MIN: 2.34MIN: 2.62MIN: 2.62MIN: 2.62MIN: 3.46MIN: 3.28MIN: 3.28MIN: 3.64MIN: 7.52MIN: 7.531. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-64pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4130609012015052.7258.1942.5143.1742.4753.0158.8658.4068.17130.81123.661. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV1pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b418001600240032004000138611431196120011951383141414181578350835121. (CXX) g++ options: -O3 -lrt -lm

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 1024pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b80160240320400244.77355.09324.04290.10291.02232.26227.71235.01185.97115.671. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-ticket - Suite: TLS13_CHACHA20_POLY1305_SHA256pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4190K180K270K360K450K342775.29404263.45394570.00393408.85395112.39344296.24335411.96336267.09265949.20132025.36132265.651. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Beauty 4K 10-bitpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412468105.5516.5046.3916.3276.3225.6025.4225.4453.8022.1722.1781. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

x265

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 4KpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4181624324026.9432.5732.2232.5932.2327.1625.8526.0918.8510.8910.911. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3SmallpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4120040060080010008379799319349298097917993354144121. (CXX) g++ options: -O3 -lrt -lm

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Beauty 4K 10-bitpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41369121510.85512.46811.89712.08612.11210.96710.88510.9146.4584.3324.3341. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS13_CHACHA20_POLY1305_SHA256pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4180K160K240K320K400K333574.30388077.69382691.63379874.32382067.30333882.92326342.42328877.92272035.68135016.23135362.961. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Bosphorus 4KpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412040608010085.00102.01101.54101.33101.5285.2082.1682.5365.1935.6435.851. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 1024pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2040608010066.3570.8591.3190.0190.9666.5763.5063.7159.2731.911. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 512pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2040608010068.8168.4093.4993.2494.0868.2064.6865.2461.0932.941. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 512pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2040608010067.9570.7693.9192.8991.7169.1164.4364.9660.8732.971. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 2048pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2040608010063.7963.0986.4786.1786.6863.8060.8060.6855.9530.931. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Bosphorus 1080ppxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4171421283525.4529.5729.2129.0729.1825.4524.8124.8518.7410.5510.581. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 2048pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2040608010063.4162.9786.4486.5686.9163.6160.3060.4756.0531.041. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 1024pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2040608010066.5269.2690.4891.1291.1766.8562.8464.1559.5432.591. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

NAMD

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: STMV with 1,066,628 AtomspxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b410.17150.3430.51450.6860.85750.654480.756560.756450.759870.762270.651190.610930.614520.497710.273200.27352

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Bosphorus 1080ppxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4170140210280350286.96339.02327.26320.18325.95287.05281.89282.01215.21122.92123.791. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 2048pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b60120180240300208.99279.04289.04289.41273.67222.75212.30213.02171.68105.101. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Bosphorus 1080ppxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412040608010088.27101.9799.4598.7998.9188.4286.3986.9665.3237.0737.171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

GROMACS

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACSInput: water_GMX50_barepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b410.40880.81761.22641.63522.0441.5751.6921.8081.8171.8111.5771.3931.3981.1040.6610.6641. GROMACS version: 2023.3-Ubuntu_2023.3_1ubuntu3

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 512pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b70140210280350232.86327.30326.16316.80337.06243.14242.10235.94204.06122.801. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41400K800K1200K1600K2000K1572010.681820810.211874050.701863395.071862938.001586292.421532788.041543373.121298373.66690282.02732992.321. (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_SHA384pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41300K600K900K1200K1500K1340712.851553632.141569308.651559859.891569479.701329363.101300937.301297646.721187839.34602002.02596141.191. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-medium.en - Input: 2016 State of the UnionpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b400800120016002000809.49700.91684.39686.88684.13809.79839.99838.18966.011797.861. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

Timed Eigen Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.4.0Time To CompilepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4130609012015067.0858.6658.6958.8257.1867.3669.5869.3884.48146.66145.21

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Bosphorus 4KpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4150100150200250194.02212.52218.53217.91217.96198.11190.34192.17156.6085.6085.951. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-small.en - Input: 2016 State of the UnionpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41130260390520650266.81245.08233.05233.68232.58268.24280.47280.03314.48583.20581.271. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V4pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4111K22K33K44K55K22752.421477.819859.420102.819686.022083.322928.323141.424502.149101.949048.8

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-256pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4130060090012001500631.31592.86517.92517.66517.50628.10678.68676.74740.091282.661281.081. (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

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPUpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412468103.406282.976123.063413.072193.059183.402933.425473.432873.786297.281397.26738MIN: 3.03MIN: 2.42MIN: 2.58MIN: 2.59MIN: 2.56MIN: 3.03MIN: 2.9MIN: 2.96MIN: 3.55MIN: 6.94MIN: 6.921. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet QuantpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41400800120016002000849.21823.17742.03734.35730.17848.94857.49859.76935.991785.401781.60

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3LargepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4140080012001600200015741810175617601754151515421473753135913421. (CXX) g++ options: -O3 -lrt -lm

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V2pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b419K18K27K36K45K19490.719530.218412.318224.017824.619477.820503.520123.521153.541757.941844.0

Y-Cruncher

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 1BpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4191827364518.3718.4917.5717.3417.3618.3819.2819.3623.8939.2540.56

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Beauty 4K 10-bitpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4151015202517.35518.58817.86317.84517.83617.40617.94418.0029.1887.9848.0071. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V3pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4180016002400320040002359.993579.672200.932185.782152.482343.382289.582272.281569.752994.592950.80

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV1pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b415001000150020002500127212521192119411891257124612671056240723671. (CXX) g++ options: -O3 -lrt -lm

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPUpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4136912154.133216.672874.048774.038084.035504.115516.371506.364757.873679.169569.18658MIN: 4.07MIN: 6.2MIN: 3.99MIN: 3.98MIN: 3.98MIN: 4.05MIN: 6.28MIN: 6.28MIN: 7.77MIN: 9.03MIN: 9.061. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

Y-Cruncher

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 500MpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b415101520258.6238.7728.2798.1738.1198.6889.0679.04110.95418.29018.165

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Bosphorus 1080ppxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412004006008001000769.82842.56845.58842.34835.45776.12748.15752.16652.97377.79380.631. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the UnionpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41408012016020093.4587.4984.0384.6884.1192.7197.5597.94103.72186.23187.291. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: super-resolution-10 - Device: CPU - Executor: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41306090120150125.08141.12122.21122.17122.22125.17134.52134.94157.0873.8473.271. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: Fayalite-FISTpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41408012016020094.9094.0384.2184.8084.0792.2197.45100.49108.44179.12177.141. (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

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/pathtracer/real_timepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4150100150200250197.20236.25220.80218.18220.73199.02199.55199.51177.12111.48112.72

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV2pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b413006009001200150013681495147714841478136513271357708144314251. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV2pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4120040060080010007238448078148017177037034006236231. (CXX) g++ options: -O3 -lrt -lm

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet FloatpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4150010001500200025001244.511211.481175.501165.501178.941244.701248.601248.121044.532190.792193.88

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v1pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4160012001800240030001417.352129.521339.691337.781343.221420.151415.111431.191494.512741.682736.98

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: CaffeNet 12-int8 - Device: CPU - Executor: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412004006008001000937.78636.32999.971005.501013.19941.40748.66724.53762.25495.08495.841. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

x265

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 1080ppxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41306090120150101.25114.45113.16113.37113.31101.37101.33101.2388.7156.0356.611. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3SmallpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4120040060080010007989208718828987797667594557207141. (CXX) g++ options: -O3 -lrt -lm

Whisperfile

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: SmallpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b70140210280350167.89195.42155.97155.14154.44173.38177.87178.33193.94310.38

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: MediumpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2004006008001000475.51534.92424.95425.51424.57473.55492.70491.98528.33845.17

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV2pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b415001000150020002500124811901222122412231217121012081088209721311. (CXX) g++ options: -O3 -lrt -lm

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ResNet50 v1-12-int8 - Device: CPU - Executor: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4180160240320400356.19390.60382.77383.13380.80356.41361.30360.35376.53202.12207.611. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNetpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4170014002100280035001821.351794.111765.391769.561763.221809.181822.701820.341654.653179.553173.55

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3LargepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41400800120016002000152714981542153215471467142714291067199820181. (CXX) g++ options: -O3 -lrt -lm

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: bertsquad-12 - Device: CPU - Executor: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4151015202514.5715.5914.9415.0114.8814.5114.6914.6919.8110.6210.521. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

Whisperfile

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: TinypxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b153045607538.7241.7135.4335.9135.1137.1338.5840.8541.3066.11

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: yolov4 - Device: CPU - Executor: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41369121510.7127011.0552011.3166011.3551011.3105010.7338010.4865010.4982013.237207.157127.160151. (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: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41102030405037.1042.4544.0543.8443.4937.3836.4036.1239.0823.9123.841. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPUpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b411.11572.23143.34714.46285.57852.729424.058002.777272.746992.778352.730723.745783.750034.450964.958674.94689MIN: 2.7MIN: 3.75MIN: 2.75MIN: 2.72MIN: 2.74MIN: 2.7MIN: 3.71MIN: 3.71MIN: 4.38MIN: 4.87MIN: 4.851. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41800K1600K2400K3200K4000K3038723.483563852.573431395.733397871.033379343.723035330.213082657.503061522.262874011.562103587.502105346.651. (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_SHA256pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41600K1200K1800K2400K3000K2292879.442620332.002558621.382528614.522559245.202282729.642304145.792283083.542353677.961571309.621656876.391. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: ALS Movie LenspxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412K4K6K8K10K9275.79805.79969.89891.49972.09378.88980.89243.05993.47147.47465.1MIN: 8821.09 / MAX: 9495.91MIN: 9253.4 / MAX: 10057.61MIN: 9680.91 / MAX: 9983.16MIN: 9364.27 / MAX: 10037.94MIN: 9479.38 / MAX: 10040.33MIN: 8718.36 / MAX: 9413.7MIN: 8480.95 / MAX: 9113.57MIN: 8920.42 / MAX: 9406.46MIN: 5836.57 / MAX: 6535.35MIN: 6653.82 / MAX: 7863.42MIN: 6716.72 / MAX: 7815.35

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Finagle HTTP RequestspxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4160012001800240030002483.12319.42571.22627.32570.52492.22708.12650.91705.51669.91664.4MIN: 1933.43MIN: 1832.84MIN: 1999.64MIN: 2034.59 / MAX: 2627.31MIN: 1960.33 / MAX: 2570.51MIN: 1947.63MIN: 2074.84 / MAX: 2708.11MIN: 2066.79MIN: 1676.49 / MAX: 1730.57MIN: 1612.75 / MAX: 1713.57MIN: 1625.17 / MAX: 1776.68

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ZFNet-512 - Device: CPU - Executor: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41306090120150110.89102.33113.29112.67113.17110.94101.62101.4197.2373.0073.881. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

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 OpenMPpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b417K14K21K28K35K22318.7421418.4521848.0721948.9422060.1522320.3321612.0421588.9121121.6132477.3532271.671. (CXX) g++ options: -O3 -march=native -fopenmp

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: T5 Encoder - Device: CPU - Executor: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4150100150200250206.09156.45203.49203.95203.93208.17166.51168.04141.57140.03141.961. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

Apache CouchDB

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 1000 - Rounds: 30pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41306090120150119.35106.13116.62116.24116.22117.57116.42118.16118.32154.04153.031. (CXX) g++ options: -flto -lstdc++ -shared -lei

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: Bonds OpenMPpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4110K20K30K40K50K34896.8433061.2233913.4634053.0633906.6934600.7733538.2733551.5232715.8146851.4247198.941. (CXX) g++ options: -O3 -march=native -fopenmp

Apache CouchDB

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 1000 - Rounds: 30pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4150100150200250164.81148.05161.09163.81161.47164.47163.36164.36163.92212.53212.831. (CXX) g++ options: -flto -lstdc++ -shared -lei

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Genetic Algorithm Using Jenetics + FuturespxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412004006008001000920.7732.8959.31050.3891.2904.0884.0924.5749.9801.4806.4MIN: 888.75 / MAX: 934.44MIN: 713.67 / MAX: 813.49MIN: 844.95MIN: 1016.46 / MAX: 1068.02MIN: 861.29 / MAX: 903.79MIN: 886.83 / MAX: 919.31MIN: 863.46 / MAX: 897.46MIN: 821.03MIN: 737.7 / MAX: 777.92MIN: 786.46 / MAX: 836.72MIN: 786.25 / MAX: 832.34

Apache CouchDB

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 3000 - Rounds: 30pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41110220330440550408.48367.83400.40397.43399.26406.12405.45401.99398.39513.58515.501. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 1000 - Rounds: 30pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412040608010076.3969.9376.6775.8976.6675.9076.5876.7073.2496.5596.741. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 3000 - Rounds: 30pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41150300450600750560.70511.78554.40553.81552.21559.35551.60551.35545.97698.07695.351. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 3000 - Rounds: 30pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4170140210280350254.73232.19253.49252.83253.28253.99259.06259.20239.08316.46314.491. (CXX) g++ options: -flto -lstdc++ -shared -lei

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: async_tree_iopxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412004006008001000656755651653633666742738726858855

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: GPT-2 - Device: CPU - Executor: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b414080120160200157.89134.60165.77166.05166.17159.71135.72136.30125.52123.27124.171. (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: StandardpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41112233445543.3647.0747.8948.2647.6740.0946.0946.3544.8038.5336.111. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Gemma-7b-int4-ov - Device: CPUpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b369121510.249.8310.1410.1110.1710.2310.2010.179.528.05

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Random ForestpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41110220330440550453.2414.4402.2420.7407.7422.0412.9415.3381.6485.4439.9MIN: 352.31 / MAX: 513.31MIN: 322.79 / MAX: 466.1MIN: 343.06 / MAX: 486.63MIN: 339.2 / MAX: 478.26MIN: 337.66 / MAX: 471.92MIN: 357.91 / MAX: 497.55MIN: 342.95 / MAX: 473.15MIN: 342.21 / MAX: 486.26MIN: 332.96 / MAX: 445.77MIN: 403.24 / MAX: 525.59MIN: 388.86 / MAX: 516.9

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_tcp_sslpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41160320480640800590645586582581590628626610737723

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark BayespxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41130260390520650474.9490.0515.6477.0500.0513.2513.3515.3483.4600.1566.2MIN: 454.77 / MAX: 514.32MIN: 459.29 / MAX: 580.9MIN: 459.35 / MAX: 536.06MIN: 460.78 / MAX: 515.59MIN: 457.03 / MAX: 581.14MIN: 453.66 / MAX: 554.7MIN: 455.04 / MAX: 535.53MIN: 456.38 / MAX: 531.31MIN: 456.88 / MAX: 535.94MIN: 506.71 / MAX: 741.31MIN: 493.35 / MAX: 1029.04

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Scala DottypxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41110220330440550436.2477.0411.9441.9455.6428.6442.9424.6464.5515.8506.5MIN: 380.62 / MAX: 721.56MIN: 371.54 / MAX: 736.5MIN: 362.36 / MAX: 713.71MIN: 387.7 / MAX: 646.01MIN: 394.05 / MAX: 695.67MIN: 378.22 / MAX: 628.77MIN: 376.04 / MAX: 787.17MIN: 376.26 / MAX: 659.55MIN: 358.07 / MAX: 790.35MIN: 426.08 / MAX: 1026.55MIN: 420.76 / MAX: 1038.72

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Gaussian Mixture ModelpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4180016002400320040003815.23399.53773.13806.53829.93860.63703.23647.23397.03130.43087.0MIN: 2749.56 / MAX: 3815.24MIN: 2471.52MIN: 2755.26 / MAX: 3773.12MIN: 2770.53 / MAX: 3806.52MIN: 2792.29MIN: 2758.89 / MAX: 3860.61MIN: 2648.51 / MAX: 3703.23MIN: 2576.86 / MAX: 3647.22MIN: 2497.54 / MAX: 3397.03MIN: 2997.45 / MAX: 3481.57MIN: 2935.02 / MAX: 3439.02

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: In-Memory Database ShootoutpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4180016002400320040003175.63256.13442.93232.83408.43241.53275.53288.53244.83681.92951.1MIN: 2896.06 / MAX: 3367.44MIN: 3019.89 / MAX: 3599.5MIN: 3258.62 / MAX: 3709.4MIN: 3057.86 / MAX: 3585.74MIN: 3187.55 / MAX: 3638.98MIN: 3037.03 / MAX: 3491.91MIN: 3012.8 / MAX: 3533.02MIN: 2991.78 / MAX: 3586.63MIN: 2350.89MIN: 2559.5MIN: 2787.28 / MAX: 3070.94

simdjson

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: DistinctUserIDpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4136912158.9710.4611.1411.059.1510.7610.2810.5410.8510.169.921. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: PartialTweetspxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4136912158.359.769.989.8510.3210.109.639.8010.049.309.321. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: TopTweetpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41369121510.5110.469.1911.259.4010.8210.6910.6610.869.9710.021. (CXX) g++ options: -O3 -lrt

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Phi-3-mini-128k-instruct-int4-ov - Device: CPUpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b51015202520.2919.2819.7319.6719.7120.2819.8219.8219.0016.65

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: python_startuppxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412468106.095.776.016.016.036.085.815.806.346.976.93

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Akka Unbalanced Cobwebbed TreepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41100020003000400050004002.34403.84344.84384.04359.34038.44098.54084.63720.14457.14474.8MIN: 4002.27 / MAX: 4983.72MAX: 5719.11MAX: 5622.35MIN: 4383.98 / MAX: 5691.67MIN: 4359.25 / MAX: 5618.71MIN: 4038.36 / MAX: 5089.28MIN: 4098.48 / MAX: 5163.21MAX: 5256.95MIN: 3720.09 / MAX: 4686.78MIN: 4457.08 / MAX: 5796.57MIN: 4474.77 / MAX: 5751.45

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 BenchmarkpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412004006008001000831.42775.75754.41806.83833.64745.59783.43781.66813.31700.76705.99

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Falcon-7b-instruct-int4-ov - Device: CPUpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b369121513.4112.9313.2413.3213.3613.4013.3213.3412.5911.38

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark PageRankpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4150010001500200025002229.72412.22227.92182.52179.02138.12373.02366.12506.82292.22267.1MIN: 1612.96 / MAX: 2229.74MIN: 1691.04MIN: 1592.13 / MAX: 2227.91MIN: 1564.17MIN: 1591.55 / MAX: 2179.02MIN: 1499.64MIN: 1684.52MIN: 1667.92 / MAX: 2366.13MIN: 1771.47MIN: 2106.39 / MAX: 2374.31MIN: 2117.39 / MAX: 2335.98

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Savina Reactors.IOpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4180016002400320040003676.03506.43641.93582.43589.43655.83688.63523.13349.53818.53745.8MAX: 4536.84MIN: 3506.38 / MAX: 4329.37MAX: 4585.77MIN: 3582.35 / MAX: 4689.63MAX: 4472.27MIN: 3655.76 / MAX: 4484.97MAX: 4840.82MIN: 3523.09 / MAX: 4370.41MIN: 3349.49 / MAX: 4130.17MAX: 4702.95MIN: 3745.79 / MAX: 4547.1

Gcrypt Library

OpenBenchmarking.orgSeconds, Fewer Is BetterGcrypt Library 1.10.3pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b414080120160200163.84162.13159.25150.64167.63171.02156.71156.34154.32169.14165.551. (CC) gcc options: -O2 -fvisibility=hidden

simdjson

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: KostyapxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412468105.455.976.046.075.546.116.025.786.065.685.701. (CXX) g++ options: -O3 -lrt

Llamafile

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 128pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b71421283527.8026.2827.1927.2027.2127.5927.3527.3625.5225.09

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: floatpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41122436486050.850.751.051.150.751.349.749.748.252.952.8

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Text Generation 128pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b122436486052.3747.7249.7649.9050.3352.3050.4350.5051.8651.501. (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: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 16pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b61218243025.9424.5925.3025.3225.3825.8625.7825.7724.2723.80

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: gc_collectpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41150300450600750706677686682689699671671649704702

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 128pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2468107.126.887.007.007.007.117.107.096.646.551. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

simdjson

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: LargeRandompxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b410.4140.8281.2421.6562.071.841.831.831.821.831.841.731.811.811.711.701. (CXX) g++ options: -O3 -lrt

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pathlibpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b414812162014.414.214.114.114.214.414.114.113.514.614.6

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Text Generation 128pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2468107.447.247.377.327.377.417.447.427.026.901. (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: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 16pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b0.41850.8371.25551.6742.09251.841.781.831.821.861.831.831.831.761.73

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_websocketspxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4170140210280350322315317315314321316315308331330

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: regex_compilepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41163248648072.569.869.871.470.471.770.069.568.172.772.6

Llamafile

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 128pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b0.46350.9271.39051.8542.31752.051.992.032.032.032.052.062.051.931.93

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: crypto_pyaespxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41102030405043.341.742.742.742.443.142.041.840.743.143.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: nbodypxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41142842567059.259.058.859.059.659.558.657.256.860.060.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: xml_etreepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4181624324036.535.836.236.136.136.835.635.334.736.636.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: django_templatepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4151015202521.220.721.020.820.921.020.620.620.121.321.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: json_loadspxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b41369121512.512.112.212.512.312.412.012.011.812.412.4

Llamafile

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 128pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b369121510.9310.4710.8510.8110.8210.9110.9110.9310.3210.46

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: gopxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b412040608010079.477.879.678.478.178.676.078.375.378.778.4

Llamafile

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 16pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b369121510.4510.2210.3710.3010.3410.4510.4510.489.929.99

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pickle_pure_pythonpxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b414080120160200168165165166163169164164162171171

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: chaospxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4191827364539.438.239.139.238.839.738.639.038.340.239.9

Llamafile

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 128pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b51015202520.5120.1320.2620.2320.2920.3920.5020.4819.6020.08

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: raytracepxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b414080120160200182175176176179182176177174180182

Llamafile

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 16pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b51015202519.5019.0319.2419.2719.1619.4919.5319.4718.8319.17

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 2048pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b3K6K9K12K15K12288122881228812288122881228812288122881228812288

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 1024pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b130026003900520065006144614461446144614461446144614461446144

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 512pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b70014002100280035003072307230723072307230723072307230723072

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 256pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b300600900120015001536153615361536153615361536153615361536

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 2048pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 1024pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 512pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 256pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b90018002700360045004096409640964096409640964096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 2048pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 1024pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 512pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 256pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b90018002700360045004096409640964096409640964096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 2048pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b7K14K21K28K35K32768327683276832768327683276832768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 1024pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b4K8K12K16K20K16384163841638416384163841638416384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 512pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b2K4K6K8K10K8192819281928192819281928192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 256pxaEPYC 4584PX amd4584PX454484PX4464p epyc4464p4364P41 b90018002700360045004096409640964096409640964096409640964096

OpenVINO GenAI

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:

OpenSSL

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.

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: 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.

Renaissance

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.

195 Results Shown

RELION
Stockfish
BYTE Unix Benchmark
LiteRT
ACES DGEMM
BYTE Unix Benchmark
Stockfish
OSPRay
Blender
Rustls
OpenSSL
BYTE Unix Benchmark
Apache Cassandra
OpenSSL
Blender:
  Pabellon Barcelona - CPU-Only
  BMW27 - CPU-Only
ASTC Encoder
OSPRay
ASTC Encoder
Blender
ASTC Encoder:
  Fast
  Exhaustive
OSPRay
ASTC Encoder
OSPRay
Blender
OSPRay
Blender
BYTE Unix Benchmark
OpenSSL
Primesieve
OpenSSL
Primesieve
7-Zip Compression
POV-Ray
Etcpak
oneDNN
Rustls
oneDNN
Rustls
SVT-AV1
oneDNN
ONNX Runtime
Build2
QuantLib
SVT-AV1
NAMD
SVT-AV1
7-Zip Compression
QuantLib
ONNX Runtime
oneDNN
CP2K Molecular Dynamics
XNNPACK
Llama.cpp
Rustls
SVT-AV1
x265
XNNPACK
SVT-AV1
Rustls
SVT-AV1
Llama.cpp:
  CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 1024
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 512
  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 2048
SVT-AV1
Llama.cpp:
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 2048
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 1024
NAMD
SVT-AV1
Llama.cpp
SVT-AV1
GROMACS
Llama.cpp
Rustls:
  handshake-resume - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384
  handshake-ticket - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384
Whisper.cpp
Timed Eigen Compilation
SVT-AV1
Whisper.cpp
LiteRT
CP2K Molecular Dynamics
oneDNN
LiteRT
XNNPACK
LiteRT
Y-Cruncher
SVT-AV1
LiteRT
XNNPACK
oneDNN
Y-Cruncher
SVT-AV1
Whisper.cpp
ONNX Runtime
CP2K Molecular Dynamics
OSPRay
XNNPACK:
  FP32MobileNetV2
  QS8MobileNetV2
LiteRT:
  Mobilenet Float
  Quantized COCO SSD MobileNet v1
ONNX Runtime
x265
XNNPACK
Whisperfile:
  Small
  Medium
XNNPACK
ONNX Runtime
LiteRT
XNNPACK
ONNX Runtime
Whisperfile
ONNX Runtime:
  yolov4 - CPU - Standard
  ArcFace ResNet-100 - CPU - Standard
oneDNN
Rustls:
  handshake-resume - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256
  handshake-ticket - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256
Renaissance:
  ALS Movie Lens
  Finagle HTTP Requests
ONNX Runtime
FinanceBench
ONNX Runtime
Apache CouchDB
FinanceBench
Apache CouchDB
Renaissance
Apache CouchDB:
  300 - 3000 - 30
  100 - 1000 - 30
  500 - 3000 - 30
  100 - 3000 - 30
PyPerformance
ONNX Runtime:
  GPT-2 - CPU - Standard
  Faster R-CNN R-50-FPN-int8 - CPU - Standard
OpenVINO GenAI
Renaissance
PyPerformance
Renaissance:
  Apache Spark Bayes
  Scala Dotty
  Gaussian Mixture Model
  In-Memory Database Shootout
simdjson:
  DistinctUserID
  PartialTweets
  TopTweet
OpenVINO GenAI
PyPerformance
Renaissance
Numpy Benchmark
OpenVINO GenAI
Renaissance:
  Apache Spark PageRank
  Savina Reactors.IO
Gcrypt Library
simdjson
Llamafile
PyPerformance
Llama.cpp
Llamafile
PyPerformance
Llama.cpp
simdjson
PyPerformance
Llama.cpp
Llamafile
PyPerformance:
  asyncio_websockets
  regex_compile
Llamafile
PyPerformance:
  crypto_pyaes
  nbody
  xml_etree
  django_template
  json_loads
Llamafile
PyPerformance
Llamafile
PyPerformance:
  pickle_pure_python
  chaos
Llamafile
PyPerformance
Llamafile:
  Llama-3.2-3B-Instruct.Q6_K - Text Generation 16
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 2048
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 1024
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 512
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 256
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 2048
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 1024
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 512
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 256
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 2048
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 1024
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 512
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 256
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 2048
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 1024
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 512
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 256