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
{
"title": "OpenVINO AMX Benchmarks",
"last_modified": "2023-01-16 12:41:07",
"description": "Benchmarks by Michael Larabel for a future article.",
"systems": {
"AVX512_CORE_AMX": {
"identifier": "AVX512_CORE_AMX",
"hardware": {
"Processor": "2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores \/ 240 Threads)",
"Motherboard": "Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS)",
"Chipset": "Intel Device 1bce",
"Memory": "16 x 64 GB 4800MT\/s Samsung M321R8GA0BB0-CQKEG",
"Disk": "2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96",
"Graphics": "ASPEED",
"Monitor": "VGA HDMI",
"Network": "4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T"
},
"software": {
"OS": "Ubuntu 22.04",
"Kernel": "6.1.4-060104-generic (x86_64)",
"Desktop": "GNOME Shell 42.2",
"Display Server": "X Server 1.21.1.3",
"Vulkan": "1.2.204",
"Compiler": "GCC 11.3.0 + Clang 14.0.0-1ubuntu1",
"File-System": "ext4",
"Screen Resolution": "1920x1080"
},
"user": "root",
"timestamp": "2023-01-16 10:56:02",
"client_version": "10.8.4",
"data": {
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"cpu-scaling-governor": "intel_pstate performance (EPP: performance)",
"cpu-microcode": "0x2b0000c0",
"kernel-extra-details": "Transparent Huge Pages: madvise",
"python": "Python 3.10.6",
"security": "itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected"
}
},
"AVX512_CORE_FP16": {
"identifier": "AVX512_CORE_FP16",
"hardware": {
"Processor": "2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores \/ 240 Threads)",
"Motherboard": "Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS)",
"Chipset": "Intel Device 1bce",
"Memory": "16 x 64 GB 4800MT\/s Samsung M321R8GA0BB0-CQKEG",
"Disk": "2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96",
"Graphics": "ASPEED",
"Monitor": "VGA HDMI",
"Network": "4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T"
},
"software": {
"OS": "Ubuntu 22.04",
"Kernel": "6.1.4-060104-generic (x86_64)",
"Desktop": "GNOME Shell 42.2",
"Display Server": "X Server 1.21.1.3",
"Vulkan": "1.2.204",
"Compiler": "GCC 11.3.0 + Clang 14.0.0-1ubuntu1",
"File-System": "ext4",
"Screen Resolution": "1920x1080"
},
"user": "root",
"timestamp": "2023-01-16 11:18:56",
"client_version": "10.8.4",
"data": {
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"cpu-scaling-governor": "intel_pstate performance (EPP: performance)",
"cpu-microcode": "0x2b0000c0",
"kernel-extra-details": "Transparent Huge Pages: madvise",
"python": "Python 3.10.6",
"security": "itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected"
}
},
"AVX512_CORE_BF16": {
"identifier": "AVX512_CORE_BF16",
"hardware": {
"Processor": "2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores \/ 240 Threads)",
"Motherboard": "Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS)",
"Chipset": "Intel Device 1bce",
"Memory": "16 x 64 GB 4800MT\/s Samsung M321R8GA0BB0-CQKEG",
"Disk": "2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96",
"Graphics": "ASPEED",
"Monitor": "VGA HDMI",
"Network": "4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T"
},
"software": {
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"Kernel": "6.1.4-060104-generic (x86_64)",
"Desktop": "GNOME Shell 42.2",
"Display Server": "X Server 1.21.1.3",
"Vulkan": "1.2.204",
"Compiler": "GCC 11.3.0 + Clang 14.0.0-1ubuntu1",
"File-System": "ext4",
"Screen Resolution": "1920x1080"
},
"user": "root",
"timestamp": "2023-01-16 11:55:11",
"client_version": "10.8.4",
"data": {
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"cpu-scaling-governor": "intel_pstate performance (EPP: performance)",
"cpu-microcode": "0x2b0000c0",
"kernel-extra-details": "Transparent Huge Pages: madvise",
"python": "Python 3.10.6",
"security": "itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected"
}
},
"AVX512_CORE_VNNI": {
"identifier": "AVX512_CORE_VNNI",
"hardware": {
"Processor": "2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores \/ 240 Threads)",
"Motherboard": "Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS)",
"Chipset": "Intel Device 1bce",
"Memory": "16 x 64 GB 4800MT\/s Samsung M321R8GA0BB0-CQKEG",
"Disk": "2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96",
"Graphics": "ASPEED",
"Monitor": "VGA HDMI",
"Network": "4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T"
},
"software": {
"OS": "Ubuntu 22.04",
"Kernel": "6.1.4-060104-generic (x86_64)",
"Desktop": "GNOME Shell 42.2",
"Display Server": "X Server 1.21.1.3",
"Vulkan": "1.2.204",
"Compiler": "GCC 11.3.0 + Clang 14.0.0-1ubuntu1",
"File-System": "ext4",
"Screen Resolution": "1920x1080"
},
"user": "root",
"timestamp": "2023-01-16 12:10:04",
"client_version": "10.8.4",
"data": {
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"kernel-extra-details": "Transparent Huge Pages: madvise",
"python": "Python 3.10.6",
"security": "itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected"
}
},
"AVX512_CORE": {
"identifier": "AVX512_CORE",
"hardware": {
"Processor": "2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores \/ 240 Threads)",
"Motherboard": "Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS)",
"Chipset": "Intel Device 1bce",
"Memory": "16 x 64 GB 4800MT\/s Samsung M321R8GA0BB0-CQKEG",
"Disk": "2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96",
"Graphics": "ASPEED",
"Monitor": "VGA HDMI",
"Network": "4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T"
},
"software": {
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"Kernel": "6.1.4-060104-generic (x86_64)",
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"Display Server": "X Server 1.21.1.3",
"Vulkan": "1.2.204",
"Compiler": "GCC 11.3.0 + Clang 14.0.0-1ubuntu1",
"File-System": "ext4",
"Screen Resolution": "1920x1080"
},
"user": "root",
"timestamp": "2023-01-16 12:25:54",
"client_version": "10.8.4",
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"cpu-scaling-governor": "intel_pstate performance (EPP: performance)",
"cpu-microcode": "0x2b0000c0",
"kernel-extra-details": "Transparent Huge Pages: madvise",
"python": "Python 3.10.6",
"security": "itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected"
}
}
},
"results": {
"8dddb6db49604b765f0f59b7ac941cbca1a9bcb7": {
"identifier": "pts\/openvino-1.2.0",
"title": "OpenVINO",
"app_version": "2022.3",
"arguments": "-m models\/intel\/face-detection-0206\/FP16-INT8\/face-detection-0206.xml -d CPU",
"description": "Model: Face Detection FP16-INT8 - Device: CPU",
"scale": "FPS",
"proportion": "HIB",
"display_format": "BAR_GRAPH",
"results": {
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},
"74d32952360b251fd74e5f1e8b147eb5e5a2b1c3": {
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"arguments": "-m models\/intel\/weld-porosity-detection-0001\/FP16-INT8\/weld-porosity-detection-0001.xml -d CPU",
"description": "Model: Weld Porosity Detection FP16-INT8 - Device: CPU",
"scale": "FPS",
"proportion": "HIB",
"display_format": "BAR_GRAPH",
"results": {
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"arguments": "CPU Peak Freq (Highest CPU Core Frequency) -m models\/intel\/person-vehicle-bike-detection-2004\/FP16\/person-vehicle-bike-detection-2004.xml -d CPU",
"description": "CPU Peak Freq (Highest CPU Core Frequency) Monitor",
"scale": "Megahertz",
"proportion": "HIB",
"display_format": "LINE_GRAPH",
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},
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"title": "OpenVINO",
"app_version": "2022.3",
"arguments": "CPU Peak Freq (Highest CPU Core Frequency) -m models\/intel\/machine-translation-nar-en-de-0002\/FP16\/machine-translation-nar-en-de-0002.xml -d CPU",
"description": "CPU Peak Freq (Highest CPU Core Frequency) Monitor",
"scale": "Megahertz",
"proportion": "HIB",
"display_format": "LINE_GRAPH",
"parent": "b3a8131fefe6128aa91a19d21376c4b9dbe300bf",
"results": {
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