eoy2024

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

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2412201-NE-EOY20246700
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts
Allow Limiting Results To Certain Suite(s)

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs

Additional Graphs

Show Perf Per Core/Thread Calculation Graphs Where Applicable
Show Perf Per Clock Calculation Graphs Where Applicable

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Toggle/Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  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

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


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

eoy2024etcpak: Multi-Threaded - ETC2cp2k: H20-64cp2k: H20-256cp2k: Fayalite-FISTnamd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomsquantlib: Squantlib: XXSrelion: Basic - CPUsimdjson: Kostyasimdjson: TopTweetsimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDrenaissance: Scala Dottyrenaissance: Rand Forestrenaissance: ALS Movie Lensrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankrenaissance: Finagle HTTP Requestsrenaissance: Gaussian Mixture Modelrenaissance: In-Memory Database Shootoutrenaissance: Akka Unbalanced Cobwebbed Treerenaissance: Genetic Algorithm Using Jenetics + Futuresbyte: Pipebyte: Dhrystone 2byte: System Callbyte: Whetstone Doublesvt-av1: Preset 3 - Bosphorus 4Ksvt-av1: Preset 5 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 3 - Bosphorus 1080psvt-av1: Preset 5 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 1080psvt-av1: Preset 3 - Beauty 4K 10-bitsvt-av1: Preset 5 - Beauty 4K 10-bitsvt-av1: Preset 8 - Beauty 4K 10-bitsvt-av1: Preset 13 - Beauty 4K 10-bitx265: Bosphorus 4Kx265: Bosphorus 1080pmt-dgemm: Sustained Floating-Point Rateospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timecompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingstockfish: Chess Benchmarkstockfish: Chess Benchmarkbuild2: Time To Compileprimesieve: 1e12primesieve: 1e13y-cruncher: 1By-cruncher: 500Mpovray: Trace Timeonednn: IP Shapes 1D - CPUonednn: IP Shapes 3D - CPUonednn: Convolution Batch Shapes Auto - CPUonednn: Deconvolution Batch shapes_1d - CPUonednn: Deconvolution Batch shapes_3d - CPUonednn: Recurrent Neural Network Training - CPUonednn: Recurrent Neural Network Inference - CPUnumpy: build-eigen: Time To Compilegcrypt: rustls: handshake - TLS13_CHACHA20_POLY1305_SHA256rustls: handshake - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256rustls: handshake-resume - TLS13_CHACHA20_POLY1305_SHA256rustls: handshake-ticket - TLS13_CHACHA20_POLY1305_SHA256rustls: handshake - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384rustls: handshake-resume - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256rustls: handshake-ticket - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256rustls: handshake-resume - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384rustls: handshake-ticket - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305couchdb: 100 - 1000 - 30couchdb: 100 - 3000 - 30couchdb: 300 - 1000 - 30couchdb: 300 - 3000 - 30couchdb: 500 - 1000 - 30couchdb: 500 - 3000 - 30financebench: Repo OpenMPfinancebench: Bonds OpenMPastcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustiveastcenc: Very Thoroughgromacs: water_GMX50_barelitert: DeepLab V3litert: SqueezeNetlitert: Inception V4litert: NASNet Mobilelitert: Mobilenet Floatlitert: Mobilenet Quantlitert: Inception ResNet V2litert: Quantized COCO SSD MobileNet v1xnnpack: FP32MobileNetV1xnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV3Smallxnnpack: FP16MobileNetV1xnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV3Smallxnnpack: QS8MobileNetV2blender: BMW27 - CPU-Onlyblender: Junkshop - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlycassandra: Writespyperformance: gopyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: xml_etreepyperformance: gc_collectpyperformance: json_loadspyperformance: crypto_pyaespyperformance: async_tree_iopyperformance: regex_compilepyperformance: python_startuppyperformance: asyncio_tcp_sslpyperformance: django_templatepyperformance: asyncio_websocketspyperformance: pickle_pure_pythononnx: GPT-2 - CPU - Standardonnx: GPT-2 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: ZFNet-512 - CPU - Standardonnx: ZFNet-512 - CPU - Standardonnx: T5 Encoder - CPU - Standardonnx: T5 Encoder - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: CaffeNet 12-int8 - CPU - Standardonnx: CaffeNet 12-int8 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: ResNet50 v1-12-int8 - CPU - Standardonnx: ResNet50 v1-12-int8 - CPU - Standardonnx: super-resolution-10 - CPU - Standardonnx: super-resolution-10 - CPU - Standardonnx: ResNet101_DUC_HDC-12 - CPU - Standardonnx: ResNet101_DUC_HDC-12 - CPU - Standardonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardwhisper-cpp: ggml-base.en - 2016 State of the Unionwhisper-cpp: ggml-small.en - 2016 State of the Unionwhisper-cpp: ggml-medium.en - 2016 State of the Unionwhisperfile: Tinywhisperfile: Smallwhisperfile: Mediumllama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Text Generation 128llama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 512llama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 1024llama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 2048llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Text Generation 128llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 512llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 1024llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 2048llama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Text Generation 128llama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 512llama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 1024llama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 2048llamafile: Llama-3.2-3B-Instruct.Q6_K - Text Generation 16llamafile: Llama-3.2-3B-Instruct.Q6_K - Text Generation 128llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 256llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 512llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 16llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 1024llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 2048llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 128llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 16llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 256llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 512llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 128llamafile: wizardcoder-python-34b-v1.0.Q6_K - Text Generation 16llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 1024llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 2048llamafile: wizardcoder-python-34b-v1.0.Q6_K - Text Generation 128llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 256llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 512llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 1024llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 2048llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 256llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 512llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 1024llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 2048openvino-genai: Gemma-7b-int4-ov - CPUopenvino-genai: Gemma-7b-int4-ov - CPU - Time To First Tokenopenvino-genai: Gemma-7b-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Falcon-7b-instruct-int4-ov - CPUopenvino-genai: Falcon-7b-instruct-int4-ov - CPU - Time To First Tokenopenvino-genai: Falcon-7b-instruct-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPUopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPU - Time To First Tokenopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPU - Time Per Output Tokena4484PXpx4464p4464p epyc4364P4584PXEPYC 4584PX amd454141 b577.81758.191592.85794.0322.796320.7565612.747613.432944.275.9710.461.839.7610.46477.0414.49805.7490.03506.42412.22319.43399.53256.14403.8732.848806257.11866536062.749140426.6343491.99.5934.538102.005212.5229.573101.971339.023842.5581.4226.50412.46818.58832.57114.451141.1941049.009178.98486236.2457.639447.587898.82093163859165916547527964650703892.0536.34778.49818.4858.77218.5421.125734.0586.672872.976122.412941372.03700.859775.7558.655162.12576454.4580462.6388077.69404263.45423535.683563852.5726203321820810.211553632.14130588495050104784522170971727517009239352934069.929232.188106.13367.83148.049511.77521418.44531233061.21875396.6495156.221720.30251.68442.7411.6923579.671794.1121477.8169361211.48823.1719530.22129.5212521495181097911431190149892084453.5573.56143.3671.35506.2166.1227133377.838.250.75914.217535.867712.141.775569.85.7764520.7315165134.5967.4277611.055290.4523102.3319.76985156.4536.3911215.589964.141636.3181.570843.2167310.87542.453723.553390.5972.55898141.1177.086011.54196648.52247.069121.242987.48973245.07838700.9141.70935195.41642534.9196.8870.7670.8563.097.2468.469.2662.9747.72327.3355.09279.0419.0320.134096819224.59163843276826.2810.224096819210.471.7816384327681.99409681921638432768153630726144122889.83106.62101.7212.9386.0677.3419.2855.9351.86410.72653.005628.10492.212.381240.6511911.864712.1169729.46.1110.821.8410.110.76428.6422.09378.8513.23655.82138.12492.23860.63241.54038.4904.033443359.21346521770.330761218.9244075.37.68429.09485.201198.11225.44688.415287.047776.1151.1885.60210.96717.40627.16101.37842.7306426.527766.44913199.0235.631225.548886.411981412631256984526754633702298111.6519.116110.60818.3798.68825.2641.938062.730724.115513.402933.50841898.36965.015745.5967.364171.02357716.6459308.75333882.92344296.24306153.23035330.212282729.641586292.421329363.19710523569076496336760711602918706881654402075.901253.99117.566406.12164.468559.34622320.33203134600.773438278.2445109.026514.171.18871.94121.5772343.381809.1822083.38057.561244.7848.94319477.81420.1512571365151580913831217146777971774.0897.01197.296.67679.34226.3417496078.639.751.359.514.418236.869912.443.166671.76.0859021321169159.716.2581510.733893.1605110.949.01322208.1744.8028714.512268.9051941.4011.061882.81093355.75137.383226.7478356.4092.80544125.1727.988731.17627850.14140.093524.940292.70933268.23891809.7896937.13462173.38197473.550917.1169.1166.5763.87.4168.266.8563.6152.3243.14232.26222.7519.4920.394096819225.86163843276827.5910.454096819210.911.8316384327682.054096819216384327681536307261441228810.23121.4897.7913.493.0174.6520.2858.9149.31409.87552.724631.3194.8962.353790.6544811.83912.1057733.025.4510.511.848.358.97436.2453.29275.7474.93676.02229.72483.13815.23175.64002.3920.733381363.11340340196.630701622.82441317.64628.82484.998194.02425.44788.27286.962769.8181.1845.55110.85517.35526.94101.25842.0128316.522066.52304197.25.710845.61476.40741422131256054297339633871595113.789.147110.70918.3658.62325.3281.939132.729424.133213.406283.512431895.68966.013831.4267.076163.83957688.0859206.34333574.3342775.29304060.283038723.482292879.441572010.681340712.859701989745076184405610709026564806867895555076.389254.733119.349408.483164.812560.722318.73828134896.835938277.2994108.858814.14641.18621.93911.5752359.991821.3522752.47931.641244.51849.20919490.71417.3512721368157483713861248152779872373.1697.1197.5397.09678.4224.6417394679.439.450.859.214.418236.570612.543.365672.56.0959021.2322168157.8936.3303410.712793.3441110.8929.01687206.0914.8514214.574768.6104937.7781.0662.79638357.60237.104826.9485356.1942.80695125.0767.994861.1705854.33443.36223.060493.45463266.81425809.48938.71828167.89219475.510847.1267.9566.3563.797.4468.8166.5263.4152.37232.86244.77208.9919.520.514096819225.94163843276827.810.454096819210.931.8416384327682.054096819216384327681536307261441228810.24122.397.6113.419374.5420.2958.8649.28388.40458.397676.742100.4862.216450.6145210.287310.5788937.335.7810.661.819.810.54424.6415.39243.0515.33523.12366.12650.93647.23288.54084.6924.532471450.7127293878829969810.92426797.25227.3682.525192.17124.85486.96282.008752.1551.1295.44510.91418.00226.09101.23818.6781416.288076.29615199.5125.470435.357566.173991350331185694315885330315972121.7379.701118.66419.3649.04126.6091.887313.750036.364753.432873.389581911.441009.58781.6669.379156.34356047.3857954.19328877.92336267.09301017.233061522.262283083.541543373.121297646.729395674371072709954220674315359606654874747076.696259.196118.161401.989164.358551.34621588.9062533551.523438263.5475103.808913.5231.13651.85461.3982272.281820.3423141.47759.691248.12859.75720123.51431.1912671357147379914181208142975970379.19104.7212.3105.45739.91243.3517363378.33949.757.214.117735.36711241.873869.55.862620.6315164136.2997.3333110.498295.2507101.4139.85896168.0365.9503514.688568.0775724.5331.37972.58688386.56336.120527.6828360.3542.77422134.9417.410371.14581872.74246.354321.570897.94408280.03419838.1842540.847178.32917491.984127.0964.9663.7160.687.4265.2464.1560.4750.5235.94235.01213.0219.4720.484096819225.77163843276827.3610.484096819210.931.8316384327682.054096819216384327681536307261441228810.17124.3898.3313.349374.9419.8259.8750.45388.12858.864678.67697.4462.207280.6109310.253110.5616946.436.0210.691.739.6310.28442.9412.98980.8513.33688.62373.02708.13703.23275.54098.5884.032439611.61263644317.829923094.4242340.57.23227.56482.164190.34324.80586.386281.892748.1471.1325.42210.88517.94425.85101.33812.1470896.292116.27188199.5465.470575.361896.176241338041185874204295129940074117.0679.705118.84819.2789.06726.5951.889193.745786.37153.425473.388231913.861012.19783.4369.578156.71256176.958056.01326342.42335411.96301217.613082657.52304145.791532788.041300937.39390757287072667527300673962543806649773943076.577259.055116.417405.448163.363551.621612.04296933538.269531263.3662103.674413.51391.13681.85591.3932289.581822.722928.37640.811248.6857.48920503.51415.1112461327154279114141210142776670379.24104.01211.4105.24731.39245.121740257638.649.758.614.117635.66711242742705.8162820.6316164135.7187.3654410.486595.3576101.6189.83893166.5126.004714.68568.0934748.661.335162.59025386.06136.396827.4729361.2972.76714134.5177.433721.15632864.8146.092121.693397.54562280.47206839.9857538.57843177.87492.695197.164.4363.560.87.4464.6862.8460.350.43242.1227.71212.319.5320.54096819225.78163843276827.3510.454096819210.911.8316384327682.064096819216384327681536307261441228810.2124.5298.0313.3294.7775.0619.8259.8650.46304.24468.171740.089108.4361.740380.497718.026968.191531369.2256.0610.861.8110.0410.85464.5381.65993.4483.43349.52506.81705.53397.03244.83720.1749.923448988.5966576789.421559197174760.65.37319.8565.194156.59818.74465.318215.213652.9650.8723.8026.4589.18818.8588.71629.165124.639654.62423177.1183.917493.831524.52318101872882293151493724017024154.42912.273150.66823.88610.95434.9171.906864.450967.873673.786293.780082422.831270.76813.3184.477154.31743571.8645095.35272035.68265949.2225379.662874011.562353677.961298373.661187839.346804832966053755663700499309456004827810993073.237239.078118.317398.386163.915545.96721121.61328132715.808594205.014480.368610.33920.86121.40521.1041569.751654.6524502.13808.81044.53935.99421153.51494.511056708753335157810881067455400103.97141.99276.44136.51978.03320.5913911075.338.348.256.813.517434.764911.840.772668.16.3461020.1308162125.527.9606913.237275.541497.226810.2835141.5687.0607519.812750.4698762.2481.311212.05211487.30139.082825.5845376.5312.65482157.0786.365640.9163171091.3244.800222.3192103.71549314.47722966.0063841.29562193.93664528.332626.6460.8759.2755.957.0261.0959.5456.0551.86204.06185.97171.6818.8319.64096819224.27163843276825.529.924096819210.321.7616384327681.93409681921638432768153630726144122889.52154.83105.0912.59115.7379.411971.5852.64556.04343.167517.66484.8022.839130.7598714.017114.624551.7226.0711.251.829.8511.05441.9420.79891.4477.03582.42182.52627.33806.53232.84384.01050.344169926.71765175324.640531084329601.49.32934.164101.332217.90829.06798.789320.184842.3441.4266.32712.08617.84532.59113.371091.0115098.515738.49097218.1817.38767.323538.43752170361164581572477634444645891.7246.92684.48917.3438.17319.551.124652.746994.038083.072192.672191320.99672.506806.8358.818150.63972793.2674468.49379874.32393408.85435194.23397871.032528614.521863395.071559859.89127793294810100450008810931680875909071144714075.893252.825116.241397.426163.805553.80521948.93554734053.0625368.5451144.478218.70751.56972.56341.8172185.781769.5620102.89311.771165.5734.352182241337.7811911481174993412001212153288281455.2673.87149.3773.96514.7171.8223589378.439.251.15914.117636.168212.542.765371.46.0158220.8315166166.0476.0206911.355188.0632112.6718.87444203.9474.9028515.010666.61721005.50.9941933.38658295.28143.843622.8062383.1342.60974122.1688.185191.53619650.9648.263620.718384.68398233.68441686.8794435.91499155.13923425.50969792.8990.0186.177.3293.2491.1286.5649.9316.8290.1289.4119.2720.234096819225.32163843276827.210.34096819210.811.8216384327682.034096819216384327681536307261441228810.11105.3698.9113.3286.0475.0619.6756.0650.84556.41242.51517.91884.2112.854850.7564514.047214.6973553.7826.049.191.839.9811.14411.9402.29969.8515.63641.92227.92571.23773.13442.94344.8959.3443239201771958344.740718581.63312029.434.414101.537218.52929.20599.445327.264845.5841.4336.39111.89717.86332.22113.161093.0978678.571468.51233220.7997.445757.322848.47727169750165934586766364572479492.0216.90384.26317.5678.27920.3251.128012.777274.048773.063412.664291320.37670.234754.4158.692159.24772508.1374683.74382691.63394570436101.343431395.732558621.381874050.71569308.65128265416980100666591640935559913509092741803076.669253.493116.617400.399161.089554.39721848.07031233913.464844368.5734144.626218.74991.57432.56941.8082200.931765.3919859.49231.971175.5742.02918412.31339.6911921477175693111961222154287180755.7473.55148.9773.86513.66171.2523822779.639.15158.814.117636.268612.242.765169.86.0158621317165165.7696.0302411.316688.3622113.2948.82581203.4914.9138114.942766.9202999.9730.9997013.39064294.92744.05122.6984382.7712.61221122.2058.182651.54365647.81447.88520.881684.02813233.05316684.3866235.4262155.9745424.94666793.9191.3186.477.3793.4990.4886.4449.76326.16324.04289.0419.2420.264096819225.3163843276827.1910.374096819210.851.8316384327682.034096819216384327681536307261441228810.14104.3898.6413.2486.275.5119.7355.4750.68556.86542.469517.50284.0722.837980.7622714.043114.6226549.85.549.41.8310.329.15455.6407.79972.0500.03589.42179.02570.53829.93408.44359.3891.244309550.91766450267.140711986.9331193.79.34534.66101.522217.95729.17998.905325.945835.451.4276.32212.11217.83632.23113.311092.0884958.548788.54395220.7287.463997.315948.49646169373166180557627024879707991.0176.93784.31517.3648.11919.5211.130122.778354.03553.059182.662961320.23670.7833.6457.18167.63172140.7574672.57382067.3395112.39435926.43379343.722559245.218629381569479.7128278766110100742301290936145941809102509288076.662253.279116.222399.261161.473552.20922060.15234433906.6875369.0274144.613118.76611.57672.56961.8112152.481763.22196869245.761178.94730.16717824.61343.2211891478175492911951223154789880155.1873.69149.3773.48513.54170.0923682678.138.850.759.614.217936.168912.342.463370.46.0358120.9314163166.1686.0163111.310588.4104113.1718.83524203.9344.9031314.883767.18491013.190.9866433.40178293.96143.488622.9923380.8012.62573122.2198.181751.54988645.20847.672120.975384.11276232.58353684.1305635.11036154.43658424.57459791.7190.9686.687.3794.0891.1786.9150.33337.06291.02273.6719.1620.294096819225.38163843276827.2110.344096819210.821.8616384327682.034096819216384327681536307261441228810.17104.8798.3113.3687.3474.8619.7155.6750.74155.441123.6561281.082177.1440.888950.273524.430214.476432771.7785.710.021.79.329.92506.5439.97465.1566.23745.82267.11664.43087.02951.14474.8806.411669425.7478992410.71070771584017.42.80810.86935.84985.94810.57837.171123.792380.6330.4432.1784.3348.00710.9156.61259.1464912.302232.29544112.721.844071.908042.2385154079437811263026412024682300.7224.723301.59640.56218.16570.0643.831174.946899.186587.267387.536554726.082415.25705.99145.21165.54721499.7322255.23135362.96132265.65106833.782105346.651656876.39732992.32596141.193328083586025376123290238456531602370109276096.744314.485153.029515.495212.829695.35232271.66601647198.941406100.365939.32055.06550.42440.69230.6642950.83173.5549048.85153.492193.881781.6418442736.98236714251342412351221312018714623215.53292.14560.89280.262077.69667.716624378.439.952.860.414.618236.770212.44385572.66.9372321.2330171124.1668.048357.16015139.65973.884513.5323141.9557.0412210.518695.0664495.8362.016091.07903926.75623.841241.9418207.6054.815373.270713.64570.4647232151.8236.10727.6891187.28645581.27325154.248130.8131282.66179.1220.892410.273204.430914.464113046.8055.689.971.719.310.16515.8485.47147.4600.13818.52292.21669.93130.43681.94457.1801.411518844.2475486444.110629944.883540.72.79310.80535.64185.60310.55437.07122.921377.7910.4412.1724.3327.98410.8956.03263.2043922.266122.27718111.4831.904811.894692.2231853425432101494373711607502294.95124.821302.73739.24518.2970.7743.828854.958679.169567.281397.553154752.852441.27700.76146.655169.14121444.0922201.03135016.23132025.36105324.922103587.51571309.62690282.02602002.023328954286025582374640237605350102370113836096.554316.459154.041513.583212.528698.07432477.34960946851.42187599.399939.03775.04480.42230.69060.6612994.593179.5549101.95034.382190.791785.441757.92741.68240714431359414350820971998720623214.89294.04563.14282.192095.98671.426651978.740.252.96014.618036.670412.443.185872.76.9773721.3331171123.2698.107677.15712139.71873.004713.6955140.0347.1385710.624194.1216495.0782.019131.07829927.38823.910841.8199202.1184.9463673.836413.54170.4644852152.9238.529425.9499186.22906583.20451797.862566.11323310.38181845.176.5532.9731.9130.936.932.9432.5931.0451.5122.8115.67105.119.1720.084096819223.8163843276825.099.994096819210.461.7316384327681.93409681921638432768153630726144122888.05288.64124.2411.38217.8587.916.65130.4760.07OpenBenchmarking.org

Etcpak

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 2.0Benchmark: Multi-Threaded - Configuration: ETC241 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa120240360480600154.25155.44556.87556.41556.04304.24388.13388.40409.88410.73577.821. (CXX) g++ options: -flto -pthread

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-6441 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa306090120150130.81123.6642.4742.5143.1768.1758.8658.4052.7253.0158.191. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-25641 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa300600900120015001282.661281.08517.50517.92517.66740.09678.68676.74631.31628.10592.861. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: Fayalite-FIST41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4080120160200179.12177.1484.0784.2184.80108.4497.45100.4994.9092.2194.031. (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

NAMD

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: ATPase with 327,506 Atoms41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.64231.28461.92692.56923.21150.892410.888952.837982.854852.839131.740382.207282.216452.353792.381242.79632

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: STMV with 1,066,628 Atoms41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.17150.3430.51450.6860.85750.273200.273520.762270.756450.759870.497710.610930.614520.654480.651190.75656

QuantLib

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: S41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa481216204.430914.4302114.0431014.0472014.017108.0269610.2531010.2873011.8390011.8647012.747601. (CXX) g++ options: -O3 -march=native -fPIE -pie

OpenBenchmarking.orgtasks/s, More Is BetterQuantLib 1.35-devSize: XXS41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa481216204.464114.4764314.6226014.6973014.624008.1915310.5616010.5788012.1057012.1169013.432001. (CXX) g++ options: -O3 -march=native -fPIE -pie

RELION

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 5.0Test: Basic - Device: CPU41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa70014002100280035003046.812771.78549.80553.78551.721369.23946.43937.33733.02729.40944.271. (CXX) g++ options: -fPIC -std=c++14 -fopenmp -O3 -rdynamic -lfftw3f -lfftw3 -ldl -ltiff -lpng -ljpeg -lmpi_cxx -lmpi

simdjson

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: Kostya41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2468105.685.705.546.046.076.066.025.785.456.115.971. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: TopTweet41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa36912159.9710.029.409.1911.2510.8610.6910.6610.5110.8210.461. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: LargeRandom41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.4140.8281.2421.6562.071.711.701.831.831.821.811.731.811.841.841.831. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: PartialTweets41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa36912159.309.3210.329.989.8510.049.639.808.3510.109.761. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: DistinctUserID41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa369121510.169.929.1511.1411.0510.8510.2810.548.9710.7610.461. (CXX) g++ options: -O3 -lrt

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Scala Dotty41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa110220330440550515.8506.5455.6411.9441.9464.5442.9424.6436.2428.6477.0MIN: 426.08 / MAX: 1026.55MIN: 420.76 / MAX: 1038.72MIN: 394.05 / MAX: 695.67MIN: 362.36 / MAX: 713.71MIN: 387.7 / MAX: 646.01MIN: 358.07 / MAX: 790.35MIN: 376.04 / MAX: 787.17MIN: 376.26 / MAX: 659.55MIN: 380.62 / MAX: 721.56MIN: 378.22 / MAX: 628.77MIN: 371.54 / MAX: 736.5

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Random Forest41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa110220330440550485.4439.9407.7402.2420.7381.6412.9415.3453.2422.0414.4MIN: 403.24 / MAX: 525.59MIN: 388.86 / MAX: 516.9MIN: 337.66 / MAX: 471.92MIN: 343.06 / MAX: 486.63MIN: 339.2 / MAX: 478.26MIN: 332.96 / MAX: 445.77MIN: 342.95 / MAX: 473.15MIN: 342.21 / MAX: 486.26MIN: 352.31 / MAX: 513.31MIN: 357.91 / MAX: 497.55MIN: 322.79 / MAX: 466.1

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: ALS Movie Lens41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2K4K6K8K10K7147.47465.19972.09969.89891.45993.48980.89243.09275.79378.89805.7MIN: 6653.82 / MAX: 7863.42MIN: 6716.72 / MAX: 7815.35MIN: 9479.38 / MAX: 10040.33MIN: 9680.91 / MAX: 9983.16MIN: 9364.27 / MAX: 10037.94MIN: 5836.57 / MAX: 6535.35MIN: 8480.95 / MAX: 9113.57MIN: 8920.42 / MAX: 9406.46MIN: 8821.09 / MAX: 9495.91MIN: 8718.36 / MAX: 9413.7MIN: 9253.4 / MAX: 10057.61

Test: Apache Spark ALS

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

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

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

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

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

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

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

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

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

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

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark Bayes41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa130260390520650600.1566.2500.0515.6477.0483.4513.3515.3474.9513.2490.0MIN: 506.71 / MAX: 741.31MIN: 493.35 / MAX: 1029.04MIN: 457.03 / MAX: 581.14MIN: 459.35 / MAX: 536.06MIN: 460.78 / MAX: 515.59MIN: 456.88 / MAX: 535.94MIN: 455.04 / MAX: 535.53MIN: 456.38 / MAX: 531.31MIN: 454.77 / MAX: 514.32MIN: 453.66 / MAX: 554.7MIN: 459.29 / MAX: 580.9

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Savina Reactors.IO41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa80016002400320040003818.53745.83589.43641.93582.43349.53688.63523.13676.03655.83506.4MAX: 4702.95MIN: 3745.79 / MAX: 4547.1MAX: 4472.27MAX: 4585.77MIN: 3582.35 / MAX: 4689.63MIN: 3349.49 / MAX: 4130.17MAX: 4840.82MIN: 3523.09 / MAX: 4370.41MAX: 4536.84MIN: 3655.76 / MAX: 4484.97MIN: 3506.38 / MAX: 4329.37

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark PageRank41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa50010001500200025002292.22267.12179.02227.92182.52506.82373.02366.12229.72138.12412.2MIN: 2106.39 / MAX: 2374.31MIN: 2117.39 / MAX: 2335.98MIN: 1591.55 / MAX: 2179.02MIN: 1592.13 / MAX: 2227.91MIN: 1564.17MIN: 1771.47MIN: 1684.52MIN: 1667.92 / MAX: 2366.13MIN: 1612.96 / MAX: 2229.74MIN: 1499.64MIN: 1691.04

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Finagle HTTP Requests41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa60012001800240030001669.91664.42570.52571.22627.31705.52708.12650.92483.12492.22319.4MIN: 1612.75 / MAX: 1713.57MIN: 1625.17 / MAX: 1776.68MIN: 1960.33 / MAX: 2570.51MIN: 1999.64MIN: 2034.59 / MAX: 2627.31MIN: 1676.49 / MAX: 1730.57MIN: 2074.84 / MAX: 2708.11MIN: 2066.79MIN: 1933.43MIN: 1947.63MIN: 1832.84

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Gaussian Mixture Model41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa80016002400320040003130.43087.03829.93773.13806.53397.03703.23647.23815.23860.63399.5MIN: 2997.45 / MAX: 3481.57MIN: 2935.02 / MAX: 3439.02MIN: 2792.29MIN: 2755.26 / MAX: 3773.12MIN: 2770.53 / MAX: 3806.52MIN: 2497.54 / MAX: 3397.03MIN: 2648.51 / MAX: 3703.23MIN: 2576.86 / MAX: 3647.22MIN: 2749.56 / MAX: 3815.24MIN: 2758.89 / MAX: 3860.61MIN: 2471.52

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: In-Memory Database Shootout41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa80016002400320040003681.92951.13408.43442.93232.83244.83275.53288.53175.63241.53256.1MIN: 2559.5MIN: 2787.28 / MAX: 3070.94MIN: 3187.55 / MAX: 3638.98MIN: 3258.62 / MAX: 3709.4MIN: 3057.86 / MAX: 3585.74MIN: 2350.89MIN: 3012.8 / MAX: 3533.02MIN: 2991.78 / MAX: 3586.63MIN: 2896.06 / MAX: 3367.44MIN: 3037.03 / MAX: 3491.91MIN: 3019.89 / MAX: 3599.5

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Akka Unbalanced Cobwebbed Tree41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa100020003000400050004457.14474.84359.34344.84384.03720.14098.54084.64002.34038.44403.8MIN: 4457.08 / MAX: 5796.57MIN: 4474.77 / MAX: 5751.45MIN: 4359.25 / MAX: 5618.71MAX: 5622.35MIN: 4383.98 / MAX: 5691.67MIN: 3720.09 / MAX: 4686.78MIN: 4098.48 / MAX: 5163.21MAX: 5256.95MIN: 4002.27 / MAX: 4983.72MIN: 4038.36 / MAX: 5089.28MAX: 5719.11

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Genetic Algorithm Using Jenetics + Futures41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2004006008001000801.4806.4891.2959.31050.3749.9884.0924.5920.7904.0732.8MIN: 786.46 / MAX: 836.72MIN: 786.25 / MAX: 832.34MIN: 861.29 / MAX: 903.79MIN: 844.95MIN: 1016.46 / MAX: 1068.02MIN: 737.7 / MAX: 777.92MIN: 863.46 / MAX: 897.46MIN: 821.03MIN: 888.75 / MAX: 934.44MIN: 886.83 / MAX: 919.31MIN: 713.67 / MAX: 813.49

BYTE Unix Benchmark

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Pipe41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa10M20M30M40M50M11518844.211669425.744309550.944323920.044169926.723448988.532439611.632471450.733381363.133443359.248806257.11. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Dhrystone 241 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa400M800M1200M1600M2000M475486444.1478992410.71766450267.11771958344.71765175324.6966576789.41263644317.81272938788.01340340196.61346521770.31866536062.71. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: System Call41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa11M22M33M44M55M10629944.810707715.040711986.940718581.640531084.021559197.029923094.429969810.930701622.830761218.949140426.61. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

OpenBenchmarking.orgMWIPS, More Is BetterBYTE Unix Benchmark 5.1.3-gitComputational Test: Whetstone Double41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa70K140K210K280K350K83540.784017.4331193.7331202.0329601.4174760.6242340.5242679.0244131.0244075.3343491.91. (CC) gcc options: -pedantic -O3 -ffast-math -march=native -mtune=native -lm

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Bosphorus 4K41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa36912152.7932.8089.3459.4009.3295.3737.2327.2527.6467.6849.5901. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Bosphorus 4K41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa81624324010.8110.8734.6634.4134.1619.8527.5627.3628.8229.0934.541. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Bosphorus 4K41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2040608010035.6435.85101.52101.54101.3365.1982.1682.5385.0085.20102.011. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Bosphorus 4K41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa5010015020025085.6085.95217.96218.53217.91156.60190.34192.17194.02198.11212.521. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Bosphorus 1080p41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa71421283510.5510.5829.1829.2129.0718.7424.8124.8525.4525.4529.571. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Bosphorus 1080p41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2040608010037.0737.1798.9199.4598.7965.3286.3986.9688.2788.42101.971. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Bosphorus 1080p41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa70140210280350122.92123.79325.95327.26320.18215.21281.89282.01286.96287.05339.021. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Bosphorus 1080p41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2004006008001000377.79380.63835.45845.58842.34652.97748.15752.16769.82776.12842.561. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Beauty 4K 10-bit41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.32240.64480.96721.28961.6120.4410.4431.4271.4331.4260.8721.1321.1291.1841.1881.4221. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Beauty 4K 10-bit41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2468102.1722.1786.3226.3916.3273.8025.4225.4455.5515.6026.5041. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Beauty 4K 10-bit41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa36912154.3324.33412.11211.89712.0866.45810.88510.91410.85510.96712.4681. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Beauty 4K 10-bit41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa5101520257.9848.00717.83617.86317.8459.18817.94418.00217.35517.40618.5881. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

x265

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 4K41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa81624324010.8910.9132.2332.2232.5918.8525.8526.0926.9427.1632.571. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 1080p41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa30609012015056.0356.61113.31113.16113.3788.71101.33101.23101.25101.37114.451. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

ACES DGEMM

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Rate41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2004006008001000263.20259.151092.091093.101091.01629.17812.15818.68842.01842.731141.191. (CC) gcc options: -ffast-math -mavx2 -O3 -fopenmp -lopenblas

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/ao/real_time41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa36912152.266122.302238.548788.571468.515734.639656.292116.288076.522066.527769.00917

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/scivis/real_time41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa36912152.277182.295448.543958.512338.490974.624236.271886.296156.523046.449138.98486

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/pathtracer/real_time41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa50100150200250111.48112.72220.73220.80218.18177.12199.55199.51197.20199.02236.25

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/ao/real_time41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2468101.904811.844077.463997.445757.387603.917495.470575.470435.710845.631227.63944

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/scivis/real_time41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2468101.894691.908047.315947.322847.323533.831525.361895.357565.614705.548887.58789

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2468102.223182.238518.496468.477278.437524.523186.176246.173996.407406.411988.82093

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Compression Rating41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa40K80K120K160K200K53425540791693731697501703611018721338041350331422131412631638591. 7-Zip 23.01 (x64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Decompression Rating41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa40K80K120K160K200K4321043781166180165934164581882291185871185691256051256981659161. 7-Zip 23.01 (x64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 17Chess Benchmark41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa13M26M39M52M65M14943737126302645576270258676636572477633151493742042951431588534297339645267546547527961. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -msse -msse3 -mpopcnt -mavx2 -mbmi -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto-partition=one -flto=jobserver

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfishChess Benchmark41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa10M20M30M40M50M11607502120246824879707945724794444464582401702429940074303159723387159533702298465070381. Stockfish 16 by the Stockfish developers (see AUTHORS file)

Build2

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.17Time To Compile41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa70140210280350294.95300.7291.0292.0291.72154.43117.07121.74113.78111.6592.05

Primesieve

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e1241 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa61218243024.82124.7236.9376.9036.92612.2739.7059.7019.1479.1166.3471. (CXX) g++ options: -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e1341 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa70140210280350302.74301.6084.3284.2684.49150.67118.85118.66110.71110.6178.501. (CXX) g++ options: -O3

Y-Cruncher

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 1B41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa91827364539.2540.5617.3617.5717.3423.8919.2819.3618.3718.3818.49

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.5Pi Digits To Calculate: 500M41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa51015202518.29018.1658.1198.2798.17310.9549.0679.0418.6238.6888.772

POV-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-RayTrace Time41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa163248648070.7770.0619.5220.3319.5534.9226.6026.6125.3325.2618.541. POV-Ray 3.7.0.10.unofficial

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPU41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.8621.7242.5863.4484.313.828853.831171.130121.128011.124651.906861.889191.887311.939131.938061.12573MIN: 3.77MIN: 3.77MIN: 1.1MIN: 1.1MIN: 1.09MIN: 1.86MIN: 1.83MIN: 1.83MIN: 1.91MIN: 1.92MIN: 1.031. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPU41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa1.11572.23143.34714.46285.57854.958674.946892.778352.777272.746994.450963.745783.750032.729422.730724.05800MIN: 4.87MIN: 4.85MIN: 2.74MIN: 2.75MIN: 2.72MIN: 4.38MIN: 3.71MIN: 3.71MIN: 2.7MIN: 2.7MIN: 3.751. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPU41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa36912159.169569.186584.035504.048774.038087.873676.371506.364754.133214.115516.67287MIN: 9.03MIN: 9.06MIN: 3.98MIN: 3.99MIN: 3.98MIN: 7.77MIN: 6.28MIN: 6.28MIN: 4.07MIN: 4.05MIN: 6.21. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPU41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2468107.281397.267383.059183.063413.072193.786293.425473.432873.406283.402932.97612MIN: 6.94MIN: 6.92MIN: 2.56MIN: 2.58MIN: 2.59MIN: 3.55MIN: 2.9MIN: 2.96MIN: 3.03MIN: 3.03MIN: 2.421. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPU41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2468107.553157.536552.662962.664292.672193.780083.388233.389583.512433.508402.41294MIN: 7.52MIN: 7.53MIN: 2.62MIN: 2.62MIN: 2.62MIN: 3.64MIN: 3.28MIN: 3.28MIN: 3.47MIN: 3.46MIN: 2.341. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPU41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa100020003000400050004752.854726.081320.231320.371320.992422.831913.861911.441895.681898.361372.03MIN: 4746.78MIN: 4716.28MIN: 1302.81MIN: 1301.96MIN: 1308.56MIN: 2416.25MIN: 1899.63MIN: 1895MIN: 1892.59MIN: 1894.26MIN: 1342.061. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPU41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa50010001500200025002441.272415.25670.70670.23672.511270.761012.191009.58966.01965.02700.86MIN: 2435.83MIN: 2406.21MIN: 662.66MIN: 663.39MIN: 665.03MIN: 1266.25MIN: 999.17MIN: 994.85MIN: 963.43MIN: 963.27MIN: 679.891. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

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 Benchmark41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2004006008001000700.76705.99833.64754.41806.83813.31783.43781.66831.42745.59775.75

Timed Eigen Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.4.0Time To Compile41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa306090120150146.66145.2157.1858.6958.8284.4869.5869.3867.0867.3658.66

Gcrypt Library

OpenBenchmarking.orgSeconds, Fewer Is BetterGcrypt Library 1.10.341 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4080120160200169.14165.55167.63159.25150.64154.32156.71156.34163.84171.02162.131. (CC) gcc options: -O2 -fvisibility=hidden

Rustls

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS13_CHACHA20_POLY1305_SHA25641 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa16K32K48K64K80K21444.0921499.7372140.7572508.1372793.2643571.8656176.9056047.3857688.0857716.6476454.451. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA25641 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa20K40K60K80K100K22201.0322255.2374672.5774683.7474468.4945095.3558056.0157954.1959206.3459308.7580462.601. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS13_CHACHA20_POLY1305_SHA25641 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa80K160K240K320K400K135016.23135362.96382067.30382691.63379874.32272035.68326342.42328877.92333574.30333882.92388077.691. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-ticket - Suite: TLS13_CHACHA20_POLY1305_SHA25641 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa90K180K270K360K450K132025.36132265.65395112.39394570.00393408.85265949.20335411.96336267.09342775.29344296.24404263.451. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA38441 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa90K180K270K360K450K105324.92106833.78435926.40436101.34435194.20225379.66301217.61301017.23304060.28306153.20423535.681. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA25641 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa800K1600K2400K3200K4000K2103587.502105346.653379343.723431395.733397871.032874011.563082657.503061522.263038723.483035330.213563852.571. (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_SHA25641 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa600K1200K1800K2400K3000K1571309.621656876.392559245.202558621.382528614.522353677.962304145.792283083.542292879.442282729.642620332.001. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenBenchmarking.orghandshakes/s, More Is BetterRustls 0.23.17Benchmark: handshake-resume - Suite: TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA38441 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa400K800K1200K1600K2000K690282.02732992.321862938.001874050.701863395.071298373.661532788.041543373.121572010.681586292.421820810.211. (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_SHA38441 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa300K600K900K1200K1500K602002.02596141.191569479.701569308.651559859.891187839.341300937.301297646.721340712.851329363.101553632.141. (CC) gcc options: -m64 -lgcc_s -lutil -lrt -lpthread -lm -ldl -lc -pie -nodefaultlibs

OpenSSL

Algorithm: SHA256

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

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

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

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

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

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

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

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

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

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

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

Algorithm: SHA512

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

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

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

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

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

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

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

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

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

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

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

Algorithm: RSA4096

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

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

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

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

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

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

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

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

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

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

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

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha2041 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa30000M60000M90000M120000M150000M332895428603328083586012827876611012826541698012779329481068048329660939075728709395674371097019897450971052356901305884950501. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-128-GCM41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa20000M40000M60000M80000M100000M255823746402537612329010074230129010066659164010045000881053755663700726675273007270995422076184405610764963367601047845221701. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-256-GCM41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa20000M40000M60000M80000M100000M23760535010238456531609361459418093555991350931680875904993094560067396254380674315359607090265648071160291870971727517001. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20-Poly130541 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa20000M40000M60000M80000M100000M23701138360237010927609102509288090927418030907114471404827810993066497739430665487474706867895555068816544020923935293401. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024) - Additional Parameters: -engine qatengine -async_jobs 8

Apache CouchDB

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 1000 - Rounds: 3041 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2040608010096.5596.7476.6676.6775.8973.2476.5876.7076.3975.9069.931. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 100 - Inserts: 3000 - Rounds: 3041 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa70140210280350316.46314.49253.28253.49252.83239.08259.06259.20254.73253.99232.191. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 1000 - Rounds: 3041 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa306090120150154.04153.03116.22116.62116.24118.32116.42118.16119.35117.57106.131. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 300 - Inserts: 3000 - Rounds: 3041 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa110220330440550513.58515.50399.26400.40397.43398.39405.45401.99408.48406.12367.831. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 1000 - Rounds: 3041 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa50100150200250212.53212.83161.47161.09163.81163.92163.36164.36164.81164.47148.051. (CXX) g++ options: -flto -lstdc++ -shared -lei

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.4.1Bulk Size: 500 - Inserts: 3000 - Rounds: 3041 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa150300450600750698.07695.35552.21554.40553.81545.97551.60551.35560.70559.35511.781. (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: Repo OpenMP41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa7K14K21K28K35K32477.3532271.6722060.1521848.0721948.9421121.6121612.0421588.9122318.7422320.3321418.451. (CXX) g++ options: -O3 -march=native -fopenmp

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMP41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa10K20K30K40K50K46851.4247198.9433906.6933913.4634053.0632715.8133538.2733551.5234896.8434600.7733061.221. (CXX) g++ options: -O3 -march=native -fopenmp

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Fast41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa9018027036045099.40100.37369.03368.57368.55205.01263.37263.55277.30278.24396.651. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Medium41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa30609012015039.0439.32144.61144.63144.4880.37103.67103.81108.86109.03156.221. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Thorough41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa5101520255.04485.065518.766118.749918.707510.339213.513913.523014.146414.170020.30251. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Exhaustive41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.3790.7581.1371.5161.8950.42230.42441.57671.57431.56970.86121.13681.13651.18621.18871.68441. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Very Thorough41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.61671.23341.85012.46683.08350.69060.69232.56962.56942.56341.40521.85591.85461.93911.94122.74101. (CXX) g++ options: -O3 -flto -pthread

GROMACS

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACSInput: water_GMX50_bare41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.40880.81761.22641.63522.0440.6610.6641.8111.8081.8171.1041.3931.3981.5751.5771.6921. GROMACS version: 2023.3-Ubuntu_2023.3_1ubuntu3

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V341 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa80016002400320040002994.592950.802152.482200.932185.781569.752289.582272.282359.992343.383579.67

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNet41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa70014002100280035003179.553173.551763.221765.391769.561654.651822.701820.341821.351809.181794.11

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V441 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa11K22K33K44K55K49101.949048.819686.019859.420102.824502.122928.323141.422752.422083.321477.8

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet Mobile41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4K8K12K16K20K5034.385153.499245.769231.979311.773808.807640.817759.697931.648057.5616936.00

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Float41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa50010001500200025002190.792193.881178.941175.501165.501044.531248.601248.121244.511244.701211.48

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Quant41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4008001200160020001785.401781.60730.17742.03734.35935.99857.49859.76849.21848.94823.17

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V241 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa9K18K27K36K45K41757.941844.017824.618412.318224.021153.520503.520123.519490.719477.819530.2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v141 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa60012001800240030002741.682736.981343.221339.691337.781494.511415.111431.191417.351420.152129.52

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV141 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa5001000150020002500240723671189119211911056124612671272125712521. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV241 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa3006009001200150014431425147814771481708132713571368136514951. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Large41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa40080012001600200013591342175417561749753154214731574151518101. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Small41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa20040060080010004144129299319343357917998378099791. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV141 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa8001600240032004000350835121195119612001578141414181386138311431. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV241 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa5001000150020002500209721311223122212121088121012081248121711901. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Large41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa400800120016002000199820181547154215321067142714291527146714981. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Small41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa20040060080010007207148988718824557667597987799201. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV241 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa20040060080010006236238018078144007037037237178441. (CXX) g++ options: -O3 -lrt -lm

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: CPU-Only41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa50100150200250214.89215.5355.1855.7455.26103.9779.2479.1973.1674.0853.55

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: CPU-Only41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa60120180240300294.04292.1473.6973.5573.87141.99104.01104.7097.1097.0173.56

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: CPU-Only41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa120240360480600563.14560.89149.37148.97149.37276.44211.40212.30197.53197.20143.36

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: CPU-Only41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa60120180240300282.19280.2673.4873.8673.96136.51105.24105.4597.0996.6771.35

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: CPU-Only41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4008001200160020002095.982077.69513.54513.66514.70978.03731.39739.91678.40679.34506.20

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: CPU-Only41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa140280420560700671.42667.71170.09171.25171.82320.59245.12243.35224.64226.34166.12

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 5.0Test: Writes41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa60K120K180K240K300K6651966243236826238227235893139110174025173633173946174960271333

PyPerformance

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: go41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2040608010078.778.478.179.678.475.376.078.379.478.677.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: chaos41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa91827364540.239.938.839.139.238.338.639.039.439.738.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: float41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa122436486052.952.850.751.051.148.249.749.750.851.350.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: nbody41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa142842567060.060.459.658.859.056.858.657.259.259.559.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pathlib41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4812162014.614.614.214.114.113.514.114.114.414.414.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: raytrace41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4080120160200180182179176176174176177182182175

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: xml_etree41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa81624324036.636.736.136.236.134.735.635.336.536.835.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: gc_collect41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa150300450600750704702689686682649671671706699677

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: json_loads41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa369121512.412.412.312.212.511.812.012.012.512.412.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: crypto_pyaes41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa102030405043.143.042.442.742.740.742.041.843.343.141.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: async_tree_io41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2004006008001000858855633651653726742738656666755

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: regex_compile41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa163248648072.772.670.469.871.468.170.069.572.571.769.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: python_startup41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2468106.976.936.036.016.016.345.815.806.096.085.77

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_tcp_ssl41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa160320480640800737723581586582610628626590590645

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: django_template41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa51015202521.321.220.921.020.820.120.620.621.221.020.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: asyncio_websockets41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa70140210280350331330314317315308316315322321315

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.11Benchmark: pickle_pure_python41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4080120160200171171163165166162164164168169165

ONNX Runtime

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: GPT-2 - Device: CPU - Executor: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4080120160200123.27124.17166.17165.77166.05125.52135.72136.30157.89159.71134.601. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: yolov4 - Device: CPU - Executor: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa36912157.157127.1601511.3105011.3166011.3551013.2372010.4865010.4982010.7127010.7338011.055201. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ZFNet-512 - Device: CPU - Executor: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa30609012015073.0073.88113.17113.29112.6797.23101.62101.41110.89110.94102.331. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: T5 Encoder - Device: CPU - Executor: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa50100150200250140.03141.96203.93203.49203.95141.57166.51168.04206.09208.17156.451. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: bertsquad-12 - Device: CPU - Executor: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa51015202510.6210.5214.8814.9415.0119.8114.6914.6914.5714.5115.591. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2004006008001000495.08495.841013.19999.971005.50762.25748.66724.53937.78941.40636.321. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: fcn-resnet101-11 - Device: CPU - Executor: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.76541.53082.29623.06163.8271.078291.079033.401783.390643.386582.052112.590252.586882.796382.810933.216701. (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: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa102030405023.9123.8443.4944.0543.8439.0836.4036.1237.1037.3842.451. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa80160240320400202.12207.61380.80382.77383.13376.53361.30360.35356.19356.41390.601. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: super-resolution-10 - Device: CPU - Executor: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa30609012015073.8473.27122.22122.21122.17157.08134.52134.94125.08125.17141.121. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ResNet101_DUC_HDC-12 - Device: CPU - Executor: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.34870.69741.04611.39481.74350.4644850.4647231.5498801.5436501.5361900.9163171.1563201.1458101.1705001.1762701.5419601. (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: Standard41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa112233445538.5336.1147.6747.8948.2644.8046.0946.3543.3640.0947.071. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the Union41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4080120160200186.23187.2984.1184.0384.68103.7297.5597.9493.4592.7187.491. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-small.en - Input: 2016 State of the Union41 b4145EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa130260390520650583.20581.27232.58233.05233.68314.48280.47280.03266.81268.24245.081. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-medium.en - Input: 2016 State of the Union41 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa4008001200160020001797.86684.13684.39686.88966.01839.99838.18809.49809.79700.911. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni

Whisperfile

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Tiny41 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa153045607566.1135.1135.4335.9141.3038.5840.8538.7237.1341.71

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Small41 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa70140210280350310.38154.44155.97155.14193.94177.87178.33167.89173.38195.42

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Medium41 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2004006008001000845.17424.57424.95425.51528.33492.70491.98475.51473.55534.92

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Text Generation 12841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2468106.557.007.007.006.647.107.097.127.116.881. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 51241 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2040608010032.9791.7193.9192.8960.8764.4364.9667.9569.1170.761. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 102441 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2040608010031.9190.9691.3190.0159.2763.5063.7166.3566.5770.851. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 204841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2040608010030.9386.6886.4786.1755.9560.8060.6863.7963.8063.091. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Text Generation 12841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2468106.907.377.377.327.027.447.427.447.417.241. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 51241 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2040608010032.9494.0893.4993.2461.0964.6865.2468.8168.2068.401. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 102441 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2040608010032.5991.1790.4891.1259.5462.8464.1566.5266.8569.261. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 204841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa2040608010031.0486.9186.4486.5656.0560.3060.4763.4163.6162.971. (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: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Text Generation 12841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa122436486051.5050.3349.7649.9051.8650.4350.5052.3752.3047.721. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 51241 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa70140210280350122.80337.06326.16316.80204.06242.10235.94232.86243.14327.301. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 102441 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa80160240320400115.67291.02324.04290.10185.97227.71235.01244.77232.26355.091. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 204841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa60120180240300105.10273.67289.04289.41171.68212.30213.02208.99222.75279.041. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Llamafile

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 1641 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa51015202519.1719.1619.2419.2718.8319.5319.4719.5019.4919.03

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 12841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa51015202520.0820.2920.2620.2319.6020.5020.4820.5120.3920.13

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

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

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 1641 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa61218243023.8025.3825.3025.3224.2725.7825.7725.9425.8624.59

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

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

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 12841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa71421283525.0927.2127.1927.2025.5227.3527.3627.8027.5926.28

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 1641 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa36912159.9910.3410.3710.309.9210.4510.4810.4510.4510.22

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

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

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 12841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa369121510.4610.8210.8510.8110.3210.9110.9310.9310.9110.47

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 1641 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.41850.8371.25551.6742.09251.731.861.831.821.761.831.831.841.831.78

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

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

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 12841 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa0.46350.9271.39051.8542.31751.932.032.032.031.932.062.052.052.051.99

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

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

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

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

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

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

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

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

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Gemma-7b-int4-ov - Device: CPU41 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa36912158.0510.1710.1410.119.5210.2010.1710.2410.239.83

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

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

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

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

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

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

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

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

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

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

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

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Falcon-7b-instruct-int4-ov - Device: CPU41 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa369121511.3813.3613.2413.3212.5913.3213.3413.4113.4012.93

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Phi-3-mini-128k-instruct-int4-ov - Device: CPU41 b45EPYC 4584PX amd4584PX4364P4464p epyc4464ppx4484PXa51015202516.6519.7119.7319.6719.0019.8219.8220.2920.2819.28

195 Results Shown

Etcpak
CP2K Molecular Dynamics:
  H20-64
  H20-256
  Fayalite-FIST
NAMD:
  ATPase with 327,506 Atoms
  STMV with 1,066,628 Atoms
QuantLib:
  S
  XXS
RELION
simdjson:
  Kostya
  TopTweet
  LargeRand
  PartialTweets
  DistinctUserID
Renaissance:
  Scala Dotty
  Rand Forest
  ALS Movie Lens
  Apache Spark Bayes
  Savina Reactors.IO
  Apache Spark PageRank
  Finagle HTTP Requests
  Gaussian Mixture Model
  In-Memory Database Shootout
  Akka Unbalanced Cobwebbed Tree
  Genetic Algorithm Using Jenetics + Futures
BYTE Unix Benchmark:
  Pipe
  Dhrystone 2
  System Call
  Whetstone Double
SVT-AV1:
  Preset 3 - Bosphorus 4K
  Preset 5 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
  Preset 3 - Bosphorus 1080p
  Preset 5 - Bosphorus 1080p
  Preset 8 - Bosphorus 1080p
  Preset 13 - Bosphorus 1080p
  Preset 3 - Beauty 4K 10-bit
  Preset 5 - Beauty 4K 10-bit
  Preset 8 - Beauty 4K 10-bit
  Preset 13 - Beauty 4K 10-bit
x265:
  Bosphorus 4K
  Bosphorus 1080p
ACES DGEMM
OSPRay:
  particle_volume/ao/real_time
  particle_volume/scivis/real_time
  particle_volume/pathtracer/real_time
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
7-Zip Compression:
  Compression Rating
  Decompression Rating
Stockfish
Stockfish
Build2
Primesieve:
  1e12
  1e13
Y-Cruncher:
  1B
  500M
POV-Ray
oneDNN:
  IP Shapes 1D - CPU
  IP Shapes 3D - CPU
  Convolution Batch Shapes Auto - CPU
  Deconvolution Batch shapes_1d - CPU
  Deconvolution Batch shapes_3d - CPU
  Recurrent Neural Network Training - CPU
  Recurrent Neural Network Inference - CPU
Numpy Benchmark
Timed Eigen Compilation
Gcrypt Library
Rustls:
  handshake - TLS13_CHACHA20_POLY1305_SHA256
  handshake - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256
  handshake-resume - TLS13_CHACHA20_POLY1305_SHA256
  handshake-ticket - TLS13_CHACHA20_POLY1305_SHA256
  handshake - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384
  handshake-resume - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256
  handshake-ticket - TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256
  handshake-resume - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384
  handshake-ticket - TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384
OpenSSL:
  ChaCha20
  AES-128-GCM
  AES-256-GCM
  ChaCha20-Poly1305
Apache CouchDB:
  100 - 1000 - 30
  100 - 3000 - 30
  300 - 1000 - 30
  300 - 3000 - 30
  500 - 1000 - 30
  500 - 3000 - 30
FinanceBench:
  Repo OpenMP
  Bonds OpenMP
ASTC Encoder:
  Fast
  Medium
  Thorough
  Exhaustive
  Very Thorough
GROMACS
LiteRT:
  DeepLab V3
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
  Quantized COCO SSD MobileNet v1
XNNPACK:
  FP32MobileNetV1
  FP32MobileNetV2
  FP32MobileNetV3Large
  FP32MobileNetV3Small
  FP16MobileNetV1
  FP16MobileNetV2
  FP16MobileNetV3Large
  FP16MobileNetV3Small
  QS8MobileNetV2
Blender:
  BMW27 - CPU-Only
  Junkshop - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only
Apache Cassandra
PyPerformance:
  go
  chaos
  float
  nbody
  pathlib
  raytrace
  xml_etree
  gc_collect
  json_loads
  crypto_pyaes
  async_tree_io
  regex_compile
  python_startup
  asyncio_tcp_ssl
  django_template
  asyncio_websockets
  pickle_pure_python
ONNX Runtime:
  GPT-2 - CPU - Standard
  yolov4 - CPU - Standard
  ZFNet-512 - CPU - Standard
  T5 Encoder - CPU - Standard
  bertsquad-12 - CPU - Standard
  CaffeNet 12-int8 - CPU - Standard
  fcn-resnet101-11 - CPU - Standard
  ArcFace ResNet-100 - CPU - Standard
  ResNet50 v1-12-int8 - CPU - Standard
  super-resolution-10 - CPU - Standard
  ResNet101_DUC_HDC-12 - CPU - Standard
  Faster R-CNN R-50-FPN-int8 - CPU - Standard
Whisper.cpp:
  ggml-base.en - 2016 State of the Union
  ggml-small.en - 2016 State of the Union
  ggml-medium.en - 2016 State of the Union
Whisperfile:
  Tiny
  Small
  Medium
Llama.cpp:
  CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Text Generation 128
  CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 512
  CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 1024
  CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 2048
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Text Generation 128
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 512
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 1024
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 2048
  CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Text Generation 128
  CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 512
  CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 1024
  CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 2048
Llamafile:
  Llama-3.2-3B-Instruct.Q6_K - Text Generation 16
  Llama-3.2-3B-Instruct.Q6_K - Text Generation 128
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 256
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 512
  TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 16
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 1024
  Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 2048
  TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 128
  mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 16
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 256
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 512
  mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 128
  wizardcoder-python-34b-v1.0.Q6_K - Text Generation 16
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 1024
  TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 2048
  wizardcoder-python-34b-v1.0.Q6_K - Text Generation 128
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 256
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 512
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 1024
  mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 2048
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 256
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 512
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 1024
  wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 2048
OpenVINO GenAI:
  Gemma-7b-int4-ov - CPU
  Falcon-7b-instruct-int4-ov - CPU
  Phi-3-mini-128k-instruct-int4-ov - CPU