eoy2024

Benchmarks for a future article. AMD EPYC 4124P 4-Core testing with a Supermicro AS-3015A-I H13SAE-MF v1.00 (2.1 BIOS) and ASPEED on Ubuntu 24.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2412200-NE-EOY20240400
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Result
Identifier
Performance Per
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  Test
  Duration
a
December 05
  6 Hours, 48 Minutes
4484PX
December 07
  7 Hours, 3 Minutes
px
December 07
  7 Hours, 3 Minutes
4464p
December 09
  7 Hours, 21 Minutes
4464p epyc
December 09
  7 Hours, 21 Minutes
4364P
December 11
  8 Hours, 21 Minutes
4584PX
December 16
  6 Hours, 23 Minutes
EPYC 4584PX amd
December 17
  6 Hours, 23 Minutes
45
December 18
  6 Hours, 22 Minutes
41
December 19
  10 Hours, 3 Minutes
41 b
December 20
  13 Hours, 1 Minute
Invert Behavior (Only Show Selected Data)
  7 Hours, 50 Minutes

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eoy2024ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen Resolutiona4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 bAMD EPYC 4564P 16-Core @ 5.88GHz (16 Cores / 32 Threads)Supermicro AS-3015A-I H13SAE-MF v1.00 (2.1 BIOS)AMD Device 14d82 x 32GB DRAM-4800MT/s Micron MTC20C2085S1EC48BA1 BC3201GB Micron_7450_MTFDKCC3T2TFS + 960GB SAMSUNG MZ1L2960HCJR-00A07ASPEEDAMD Rembrandt Radeon HD AudioVA24312 x Intel I210Ubuntu 24.046.8.0-11-generic (x86_64)GNOME Shell 45.3X Server 1.21.1.11GCC 13.2.0ext41024x768AMD EPYC 4484PX 12-Core @ 5.66GHz (12 Cores / 24 Threads)6.12.2-061202-generic (x86_64)AMD EPYC 4464P 12-Core @ 5.48GHz (12 Cores / 24 Threads)AMD EPYC 4364P 8-Core @ 5.57GHz (8 Cores / 16 Threads)AMD EPYC 4584PX 16-Core @ 5.76GHz (16 Cores / 32 Threads)AMD EPYC 4124P 4-Core @ 5.17GHz (4 Cores / 8 Threads)960GB SAMSUNG MZ1L2960HCJR-00A07 + 3201GB Micron_7450_MTFDKCC3T2TFSOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-fxIygj/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-fxIygj/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- a: Scaling Governor: amd-pstate-epp performance (EPP: performance) - CPU Microcode: 0xa601209- 4484PX: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- px: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 4464p: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 4464p epyc: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 4364P: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 4584PX: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- EPYC 4584PX amd: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 45: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 41: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209- 41 b: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xa601209Java Details- OpenJDK Runtime Environment (build 21.0.2+13-Ubuntu-2)Python Details- Python 3.12.3Security Details- a: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- 4484PX: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected- px: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected- 4464p: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected- 4464p epyc: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected- 4364P: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected- 4584PX: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected- EPYC 4584PX amd: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected- 45: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected- 41: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected- 41 b: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

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

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: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b7001400210028003500944.27729.40733.02937.33946.431369.23551.72553.78549.802771.783046.811. (CXX) g++ options: -fPIC -std=c++14 -fopenmp -O3 -rdynamic -lfftw3f -lfftw3 -ldl -ltiff -lpng -ljpeg -lmpi_cxx -lmpi

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 17Chess Benchmarka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b13M26M39M52M65M54752796452675464297339643158853420429513151493757247763586766365576270212630264149437371. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -msse -msse3 -mpopcnt -mavx2 -mbmi -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto-partition=one -flto=jobserver

BYTE Unix Benchmark

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

LiteRT

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

ACES DGEMM

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Ratea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20040060080010001141.19842.73842.01818.68812.15629.171091.011093.101092.09259.15263.201. (CC) gcc options: -ffast-math -mavx2 -O3 -fopenmp -lopenblas

BYTE Unix Benchmark

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

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfishChess Benchmarka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b10M20M30M40M50M46507038337022983387159530315972299400742401702444446458457247944879707912024682116075021. 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_timea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468107.639445.631225.710845.470435.470573.917497.387607.445757.463991.844071.90481

Blender

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

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b90K180K270K360K450K423535.68306153.20304060.28301017.23301217.61225379.66435194.20436101.34435926.40106833.78105324.921. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-128-GCMa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20000M40000M60000M80000M100000M104784522170764963367607618440561072709954220726675273005375566370010045000881010066659164010074230129025376123290255823746401. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

BYTE Unix Benchmark

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

Apache Cassandra

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

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-256-GCMa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20000M40000M60000M80000M100000M97172751700711602918707090265648067431535960673962543804993094560093168087590935559913509361459418023845653160237605350101. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

Blender

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

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

ASTC Encoder

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

OSPRay

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

ASTC Encoder

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

Blender

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

ASTC Encoder

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

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

OSPRay

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

ASTC Encoder

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

OSPRay

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

Blender

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

OSPRay

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

Blender

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

BYTE Unix Benchmark

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

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b30000M60000M90000M120000M150000M130588495050971052356909701989745093956743710939075728706804832966012779329481012826541698012827876611033280835860332895428601. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

Primesieve

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

OpenSSL

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20-Poly1305a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20000M40000M60000M80000M100000M92393529340688165440206867895555066548747470664977394304827810993090711447140909274180309102509288023701092760237011383601. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

Primesieve

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

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Decompression Ratinga4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b40K80K120K160K200K1659161256981256051185691185878822916458116593416618043781432101. 7-Zip 23.01 (x64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

POV-Ray

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

Etcpak

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 2.0Benchmark: Multi-Threaded - Configuration: ETC2a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b120240360480600577.82410.73409.88388.40388.13304.24556.04556.41556.87155.44154.251. (CXX) g++ options: -flto -pthread

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b5001000150020002500700.86965.02966.011009.581012.191270.76672.51670.23670.702415.252441.27MIN: 679.89MIN: 963.27MIN: 963.43MIN: 994.85MIN: 999.17MIN: 1266.25MIN: 665.03MIN: 663.39MIN: 662.66MIN: 2406.21MIN: 2435.831. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20K40K60K80K100K80462.6059308.7559206.3457954.1958056.0145095.3574468.4974683.7474672.5722255.2322201.031. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b100020003000400050001372.031898.361895.681911.441913.862422.831320.991320.371320.234726.084752.85MIN: 1342.06MIN: 1894.26MIN: 1892.59MIN: 1895MIN: 1899.63MIN: 2416.25MIN: 1308.56MIN: 1301.96MIN: 1302.81MIN: 4716.28MIN: 4746.781. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS13_CHACHA20_POLY1305_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b16K32K48K64K80K76454.4557716.6457688.0856047.3856176.9043571.8672793.2672508.1372140.7521499.7321444.091. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Bosphorus 4Ka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b36912159.5907.6847.6467.2527.2325.3739.3299.4009.3452.8082.7931. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.8621.7242.5863.4484.311.125731.938061.939131.887311.889191.906861.124651.128011.130123.831173.82885MIN: 1.03MIN: 1.92MIN: 1.91MIN: 1.83MIN: 1.83MIN: 1.86MIN: 1.09MIN: 1.1MIN: 1.1MIN: 3.77MIN: 3.771. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ResNet101_DUC_HDC-12 - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.34870.69741.04611.39481.74351.5419601.1762701.1705001.1458101.1563200.9163171.5361901.5436501.5498800.4647230.4644851. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

Build2

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

QuantLib

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

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Beauty 4K 10-bita4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.32240.64480.96721.28961.6121.4221.1881.1841.1291.1320.8721.4261.4331.4270.4430.4411. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

NAMD

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

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Bosphorus 4Ka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b81624324034.5429.0928.8227.3627.5619.8534.1634.4134.6610.8710.811. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

7-Zip Compression

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

QuantLib

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

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: fcn-resnet101-11 - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b0.76541.53082.29623.06163.8273.216702.810932.796382.586882.590252.052113.386583.390643.401781.079031.078291. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468102.412943.508403.512433.389583.388233.780082.672192.664292.662967.536557.55315MIN: 2.34MIN: 3.46MIN: 3.47MIN: 3.28MIN: 3.28MIN: 3.64MIN: 2.62MIN: 2.62MIN: 2.62MIN: 7.53MIN: 7.521. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-64a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b30609012015058.1953.0152.7258.4058.8668.1743.1742.5142.47123.66130.811. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV1a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b8001600240032004000114313831386141814141578120011961195351235081. (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 1024a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b80160240320400355.09232.26244.77235.01227.71185.97290.10324.04291.02115.671. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-ticket - Suite: TLS13_CHACHA20_POLY1305_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b90K180K270K360K450K404263.45344296.24342775.29336267.09335411.96265949.20393408.85394570.00395112.39132265.65132025.361. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Beauty 4K 10-bita4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468106.5045.6025.5515.4455.4223.8026.3276.3916.3222.1782.1721. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

x265

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

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Small4584PXa4484PXpx4464p4464p epyc4364PEPYC 4584PX amd454141 b20040060080010009339798098377997913359319294124141. (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-bita4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b369121512.46810.96710.85510.91410.8856.45812.08611.89712.1124.3344.3321. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS13_CHACHA20_POLY1305_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b80K160K240K320K400K388077.69333882.92333574.30328877.92326342.42272035.68379874.32382691.63382067.30135362.96135016.231. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Bosphorus 4Ka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20406080100102.0185.2085.0082.5382.1665.19101.33101.54101.5235.8535.641. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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 1024a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010070.8566.5766.3563.7163.5059.2790.0191.3190.9631.911. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 512a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010068.4068.2068.8165.2464.6861.0993.2493.4994.0832.941. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 512a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010070.7669.1167.9564.9664.4360.8792.8993.9191.7132.971. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 2048a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010063.0963.8063.7960.6860.8055.9586.1786.4786.6830.931. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Bosphorus 1080pa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b71421283529.5725.4525.4524.8524.8118.7429.0729.2129.1810.5810.551. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 2048a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010062.9763.6163.4160.4760.3056.0586.5686.4486.9131.041. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 1024a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2040608010069.2666.8566.5264.1562.8459.5491.1290.4891.1732.591. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

NAMD

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

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Bosphorus 1080pa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b70140210280350339.02287.05286.96282.01281.89215.21320.18327.26325.95123.79122.921. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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 2048a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b60120180240300279.04222.75208.99213.02212.30171.68289.41289.04273.67105.101. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Bosphorus 1080pa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b20406080100101.9788.4288.2786.9686.3965.3298.7999.4598.9137.1737.071. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

GROMACS

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

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 512a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b70140210280350327.30243.14232.86235.94242.10204.06316.80326.16337.06122.801. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b400K800K1200K1600K2000K1820810.211586292.421572010.681543373.121532788.041298373.661863395.071874050.701862938.00732992.32690282.021. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-ticket - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b300K600K900K1200K1500K1553632.141329363.101340712.851297646.721300937.301187839.341559859.891569308.651569479.70596141.19602002.021. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-medium.en - Input: 2016 State of the Uniona4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b400800120016002000700.91809.79809.49838.18839.99966.01686.88684.39684.131797.861. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

Timed Eigen Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.4.0Time To Compilea4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b30609012015058.6667.3667.0869.3869.5884.4858.8258.6957.18145.21146.66

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Bosphorus 4Ka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b50100150200250212.52198.11194.02192.17190.34156.60217.91218.53217.9685.9585.601. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-small.en - Input: 2016 State of the Uniona4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b130260390520650245.08268.24266.81280.03280.47314.48233.68233.05232.58581.27583.201. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

LiteRT

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

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b30060090012001500592.86628.10631.31676.74678.68740.09517.66517.92517.501281.081282.661. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2468102.976123.402933.406283.432873.425473.786293.072193.063413.059187.267387.28139MIN: 2.42MIN: 3.03MIN: 3.03MIN: 2.96MIN: 2.9MIN: 3.55MIN: 2.59MIN: 2.58MIN: 2.56MIN: 6.92MIN: 6.941. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

LiteRT

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

XNNPACK

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

LiteRT

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

Y-Cruncher

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

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Beauty 4K 10-bita4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b51015202518.58817.40617.35518.00217.9449.18817.84517.86317.8368.0077.9841. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

LiteRT

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

XNNPACK

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

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b36912156.672874.115514.133216.364756.371507.873674.038084.048774.035509.186589.16956MIN: 6.2MIN: 4.05MIN: 4.07MIN: 6.28MIN: 6.28MIN: 7.77MIN: 3.98MIN: 3.99MIN: 3.98MIN: 9.06MIN: 9.031. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

Y-Cruncher

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

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Bosphorus 1080pa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2004006008001000842.56776.12769.82752.16748.15652.97842.34845.58835.45380.63377.791. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the Uniona4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b408012016020087.4992.7193.4597.9497.55103.7284.6884.0384.11187.29186.231. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: super-resolution-10 - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b306090120150141.12125.17125.08134.94134.52157.08122.17122.21122.2273.2773.841. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: Fayalite-FISTa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b408012016020094.0392.2194.90100.4997.45108.4484.8084.2184.07177.14179.121. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

OSPRay

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

XNNPACK

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

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

LiteRT

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

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

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: CaffeNet 12-int8 - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2004006008001000636.32941.40937.78724.53748.66762.251005.50999.971013.19495.84495.081. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

x265

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

XNNPACK

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

Whisperfile

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

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

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV24584PXa4484PXpx4464p4464p epyc4364PEPYC 4584PX amd454141 b5001000150020002500122411901217124812081210108812221223213120971. (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: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b80160240320400390.60356.41356.19360.35361.30376.53383.13382.77380.80207.61202.121. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

LiteRT

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

XNNPACK

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

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: bertsquad-12 - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b51015202515.5914.5114.5714.6914.6919.8115.0114.9414.8810.5210.621. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

Whisperfile

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Tinya4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b153045607541.7137.1338.7240.8538.5841.3035.9135.4335.1166.11

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: yolov4 - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b369121511.0552010.7338010.7127010.4982010.4865013.2372011.3551011.3166011.310507.160157.157121. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ArcFace ResNet-100 - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b102030405042.4537.3837.1036.1236.4039.0843.8444.0543.4923.8423.911. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b1.11572.23143.34714.46285.57854.058002.730722.729423.750033.745784.450962.746992.777272.778354.946894.95867MIN: 3.75MIN: 2.7MIN: 2.7MIN: 3.71MIN: 3.71MIN: 4.38MIN: 2.72MIN: 2.75MIN: 2.74MIN: 4.85MIN: 4.871. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b800K1600K2400K3200K4000K3563852.573035330.213038723.483061522.263082657.502874011.563397871.033431395.733379343.722105346.652103587.501. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-ticket - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b600K1200K1800K2400K3000K2620332.002282729.642292879.442283083.542304145.792353677.962528614.522558621.382559245.201656876.391571309.621. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

Renaissance

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

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

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ZFNet-512 - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b306090120150102.33110.94110.89101.41101.6297.23112.67113.29113.1773.8873.001. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

FinanceBench

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

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b7K14K21K28K35K21418.4522320.3322318.7421588.9121612.0421121.6121948.9421848.0722060.1532271.6732477.351. (CXX) g++ options: -O3 -march=native -fopenmp

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: T5 Encoder - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b50100150200250156.45208.17206.09168.04166.51141.57203.95203.49203.93141.96140.031. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

Apache CouchDB

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

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 OpenMPa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b10K20K30K40K50K33061.2234600.7734896.8433551.5233538.2732715.8134053.0633913.4633906.6947198.9446851.421. (CXX) g++ options: -O3 -march=native -fopenmp

Apache CouchDB

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

Renaissance

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

Apache CouchDB

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

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

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

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

PyPerformance

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

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: GPT-2 - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b4080120160200134.60159.71157.89136.30135.72125.52166.05165.77166.17124.17123.271. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standarda4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b112233445547.0740.0943.3646.3546.0944.8048.2647.8947.6736.1138.531. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Gemma-7b-int4-ov - Device: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b36912159.8310.2310.2410.1710.209.5210.1110.1410.178.05

Renaissance

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

PyPerformance

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

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Scala Dottya4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b110220330440550477.0428.6436.2424.6442.9464.5441.9411.9455.6506.5515.8MIN: 371.54 / MAX: 736.5MIN: 378.22 / MAX: 628.77MIN: 380.62 / MAX: 721.56MIN: 376.26 / MAX: 659.55MIN: 376.04 / MAX: 787.17MIN: 358.07 / MAX: 790.35MIN: 387.7 / MAX: 646.01MIN: 362.36 / MAX: 713.71MIN: 394.05 / MAX: 695.67MIN: 420.76 / MAX: 1038.72MIN: 426.08 / MAX: 1026.55

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

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

simdjson

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

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

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

OpenVINO GenAI

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

PyPerformance

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

Renaissance

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

Numpy Benchmark

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

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmarka4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b2004006008001000775.75745.59831.42781.66783.43813.31806.83754.41833.64705.99700.76

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Falcon-7b-instruct-int4-ov - Device: CPUa4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b369121512.9313.4013.4113.3413.3212.5913.3213.2413.3611.38

Renaissance

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

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

Gcrypt Library

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

simdjson

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

Llamafile

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

PyPerformance

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

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 128a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b122436486047.7252.3052.3750.5050.4351.8649.9049.7650.3351.501. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Llamafile

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

PyPerformance

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

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Text Generation 128a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2468106.887.117.127.097.106.647.007.007.006.551. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

simdjson

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

PyPerformance

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

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Text Generation 128a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b2468107.247.417.447.427.447.027.327.377.376.901. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Llamafile

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

PyPerformance

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

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

Llamafile

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

PyPerformance

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

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

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

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

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

Llamafile

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

PyPerformance

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

Llamafile

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

PyPerformance

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

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

Llamafile

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

PyPerformance

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

Llamafile

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 16a4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd4541 b51015202519.0319.4919.5019.4719.5318.8319.2719.2419.1619.17

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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