oneDNN 3.0 Intel Sapphire Rapids AMX

2 x Intel Xeon Platinum 8490H oneDNN Intel AMX Sapphire Rapids 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 2301158-NE-ONEDNN30I77
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  Test
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AVX512_CORE_AMX
January 15 2023
  12 Minutes
AVX512_CORE_FP16
January 15 2023
  23 Minutes
AVX512_CORE_BF16
January 15 2023
  27 Minutes
AVX512_CORE_VNNI
January 15 2023
  27 Minutes
AVX512_CORE
January 15 2023
  29 Minutes
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  23 Minutes

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oneDNN 3.0 Intel Sapphire Rapids AMX 2 x Intel Xeon Platinum 8490H oneDNN Intel AMX Sapphire Rapids 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 + 3841GB Micron_9300_MTFDHAL3T8TDP + 960GB INTEL SSDSC2KG96,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 3841GB Micron_9300_MTFDHAL3T8TDP + 960GB INTEL SSDSC2KG96,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 3841GB Micron_9300_MTFDHAL3T8TDP + 960GB INTEL SSDSC2KG96,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 3841GB Micron_9300_MTFDHAL3T8TDP + 960GB INTEL SSDSC2KG96,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 3841GB Micron_9300_MTFDHAL3T8TDP + 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" "oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,0.580646,2.17073,2.17109,3.06721,3.05612 "oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,0.445779,1.04511,1.04836,2.37892,2.38361 "oneDNN - Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,5.73717,6.48366,6.58841,6.82433,6.64816 "oneDNN - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,0.329961,0.383785,0.386636,16.5751,16.4589 "oneDNN - Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,850.346,875.284,864.459,862.421,856.896 "oneDNN - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2766.44,2843.71,2791.2,2917.26,2858.24 "oneDNN - CPU Power Consumption Monitor (Watts)",LIB,533.77,585.68,590.99,596.1,595.83 "oneDNN - CPU Temperature Monitor (Celsius)",LIB,41.39,46,43.12,43.71,44.88 "oneDNN - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2917.52,2755.27,3109.7,2951.86,2866.84 "oneDNN - CPU Power Consumption Monitor (Watts)",LIB,440.25,416.08,424.52,427.9,430.29 "oneDNN - CPU Temperature Monitor (Celsius)",LIB,40.22,40.86,40.17,39.84,40.7 "oneDNN - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2985.15,2924.23,2933.08,2940.25,2925.84 "oneDNN - CPU Power Consumption Monitor (Watts)",LIB,493.47,507.78,510.43,534.11,535.67 "oneDNN - CPU Temperature Monitor (Celsius)",LIB,43.39,44.53,44.17,45.06,45.24 "oneDNN - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2877.43,2876.85,2766.36,3013.63,2958.93 "oneDNN - CPU Power Consumption Monitor (Watts)",LIB,485.11,511.59,506.69,485.99,487.45 "oneDNN - CPU Temperature Monitor (Celsius)",LIB,42.52,44.18,43.72,42.69,42.79 "oneDNN - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2927.45,2922.69,2923.11,2923.89,2925.95 "oneDNN - CPU Power Consumption Monitor (Watts)",LIB,575.78,575.76,576.5,576.1,576.14 "oneDNN - CPU Temperature Monitor (Celsius)",LIB,48.92,49.6,49.73,48.74,48.63 "CPU Peak Freq (Highest CPU Core Frequency) Monitor - Phoronix Test Suite System Monitoring (Megahertz)",,2940.37,2938.87,2941.89,2941.72,2933.61 "CPU Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,565.15,570.71,567.97,550.33,545.16 "CPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,48.95,49.66,49,47.07,46.72