OpenVINO AMX Benchmarks

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2301160-NE-OPENVINOA07

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

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
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

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):

OpenVINO AMX Benchmarks Benchmarks by Michael Larabel for a future article. ,,"AVX512_CORE_AMX","AVX512_CORE_FP16","AVX512_CORE_BF16","AVX512_CORE_VNNI","AVX512_CORE" Processor,,2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads),2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads),2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads),2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads),2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads) Motherboard,,Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS),Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS),Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS),Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS),Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS) Chipset,,Intel Device 1bce,Intel Device 1bce,Intel Device 1bce,Intel Device 1bce,Intel Device 1bce Memory,,16 x 64 GB 4800MT/s Samsung M321R8GA0BB0-CQKEG,16 x 64 GB 4800MT/s Samsung M321R8GA0BB0-CQKEG,16 x 64 GB 4800MT/s Samsung M321R8GA0BB0-CQKEG,16 x 64 GB 4800MT/s Samsung M321R8GA0BB0-CQKEG,16 x 64 GB 4800MT/s Samsung M321R8GA0BB0-CQKEG Disk,,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96 Graphics,,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED Monitor,,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI Network,,4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T,4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T,4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T,4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T,4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T OS,,Ubuntu 22.04,Ubuntu 22.04,Ubuntu 22.04,Ubuntu 22.04,Ubuntu 22.04 Kernel,,6.1.4-060104-generic (x86_64),6.1.4-060104-generic (x86_64),6.1.4-060104-generic (x86_64),6.1.4-060104-generic (x86_64),6.1.4-060104-generic (x86_64) Desktop,,GNOME Shell 42.2,GNOME Shell 42.2,GNOME Shell 42.2,GNOME Shell 42.2,GNOME Shell 42.2 Display Server,,X Server 1.21.1.3,X Server 1.21.1.3,X Server 1.21.1.3,X Server 1.21.1.3,X Server 1.21.1.3 Vulkan,,1.2.204,1.2.204,1.2.204,1.2.204,1.2.204 Compiler,,GCC 11.3.0 + Clang 14.0.0-1ubuntu1,GCC 11.3.0 + Clang 14.0.0-1ubuntu1,GCC 11.3.0 + Clang 14.0.0-1ubuntu1,GCC 11.3.0 + Clang 14.0.0-1ubuntu1,GCC 11.3.0 + Clang 14.0.0-1ubuntu1 File-System,,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,1920x1080,1920x1080,1920x1080,1920x1080,1920x1080 ,,"AVX512_CORE_AMX","AVX512_CORE_FP16","AVX512_CORE_BF16","AVX512_CORE_VNNI","AVX512_CORE" "OpenVINO - Model: Face Detection FP16-INT8 - Device: CPU (ms)",LIB,424.16,409.81,409.84,409.95,942.79 "OpenVINO - Model: Face Detection FP16-INT8 - Device: CPU (FPS)",HIB,282.25,146.08,146.06,146.02,63.21 "OpenVINO - Model: Person Vehicle Bike Detection FP16 - Device: CPU (ms)",LIB,25.09,21.95,21.66,32.93,32.94 "OpenVINO - Model: Person Vehicle Bike Detection FP16 - Device: CPU (FPS)",HIB,4778.34,2730.07,2767.16,1821.09,1820.27 "OpenVINO - Model: Machine Translation EN To DE FP16 - Device: CPU (ms)",LIB,82.79,186.53,190.49,154.55,158.26 "OpenVINO - Model: Machine Translation EN To DE FP16 - Device: CPU (FPS)",HIB,724.10,321.28,314.61,387.62,378.72 "OpenVINO - Model: Weld Porosity Detection FP16-INT8 - Device: CPU (ms)",LIB,5.18,13.46,13.43,13.44,20.54 "OpenVINO - Model: Weld Porosity Detection FP16-INT8 - Device: CPU (FPS)",HIB,23066.63,8897.10,8918.62,8909.05,5835.39 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,51.54,52.63,52.6,52.4,52.43 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,643.72,651.64,650.15,648.39,647.7 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2792.04,2655.76,2710.22,2567.8,2589.73 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,51.93,52.79,52.45,52,52.13 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,640.04,652.74,651.7,655.01,654.84 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2965.43,2738.88,2754.72,2933.9,2909.83 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,52.24,55.23,54.65,54.82,54.91 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,662.66,665.38,666.54,664.81,667.52 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2859.73,2927.6,2890.92,2903.46,2673.76 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,48,52.3,51.11,52.59,52.08 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,615.59,641.18,640.52,639.72,643.37 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2561.26,2374.27,2400.97,2393.13,2649.4