oneDNN 3.0 Intel Sapphire Rapids AMX

<div style="float: right;"><ul><li><a href="#">Sort Graph Order</a><ul><li><a href="/result/2301158-NE-ONEDNN30I77&export=json&grs">By Result Spread</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&export=json&grw">By Common Workloads</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&export=json&gru">By Result Unit</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&export=json&grt">By Test Title</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&export=json&grr">By Test Length/Time</a></li></ul></li><li><a href="#">Sort Result Order</a><ul><li><a href="/result/2301158-NE-ONEDNN30I77&export=json&grs&sro&rro">By Identifier (DESC)</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&export=json&grs&sro">By Identifier (ASC)</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&export=json&grs&sor">By Performance (DESC)</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&export=json&grs&sor&rro">By Performance (ASC)</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&export=json&grs&rdt&rro">By Run Date/Time (DESC)</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&export=json&grs&rdt">By Run Date/Time (ASC)</a></li></ul></li><li><a href="#">Export Benchmark Data</a><ul><li><a href="/result/2301158-NE-ONEDNN30I77&grs&export=html">Result File To HTML</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&grs&export=json">Result File To JSON</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&grs&export=xml-suite">Result File To Test Suite (XML)</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&grs&export=csv">Result File To CSV/Excel</a></li><li><a href="/result/2301158-NE-ONEDNN30I77&grs&export=csv-all">Individual Run Data To CSV/Excel</a></li></ul></li></ul></div><h1 id="result_file_title" placeholder="Title">oneDNN 3.0 Intel Sapphire Rapids AMX</h1><p id="result_file_desc" placeholder="Description">2 x Intel Xeon Platinum 8490H oneDNN Intel AMX Sapphire Rapids benchmarks by Michael Larabel for a future article.</p><div id="result-settings">Compare your own system(s) to this result file with the <a href="https://github.com/phoronix-test-suite/phoronix-test-suite">Phoronix Test Suite</a> by running the command:  <strong style="color: #1a8a52;">phoronix-test-suite benchmark 2301158-NE-ONEDNN30I77</strong><div style="text-align: center;">Jump To <a href="#table">Table</a> - <a href="#results">Results</a></div><hr /><div style="font-size: 12pt;"><form action="/result/2301158-NE-ONEDNN30I77&export=json&grs" method="post"><div class="pts_result_viewer_settings_box"><h2>View</h2><input type="checkbox" name="hnr" value="1" /> Do Not Show Noisy Results<br /><input type="checkbox" name="hni" value="1" /> Do Not Show Results With Incomplete Data<br /><input type="checkbox" name="hlc" value="1" /> Do Not Show Results With Little Change/Spread<br /><input type="checkbox" name="spr" value="1" /> List Notable Results<br /></div><div class="pts_result_viewer_settings_box"><h2>Statistics</h2><input type="checkbox" name="shm" value="1" /> Show Overall Harmonic Mean(s)<br /><input type="checkbox" name="sgm" value="1" /> Show Overall Geometric Mean<br /><input type="checkbox" name="swl" value="1" /> Show Wins / Losses Counts (Pie Chart)<br /><input type="checkbox" name="nor" value="1" /> Normalize Results<br /><input type="checkbox" name="rol" value="1" /> Remove Outliers Before Calculating Averages<br /></div><div class="pts_result_viewer_settings_box"><h2>Graph Settings</h2><input type="checkbox" name="ftr" value="1" /> Force Line Graphs Where Applicable<br /><input type="checkbox" name="scalar" value="1" /> Convert To Scalar Where Applicable<br /><input type="checkbox" name="vb" value="1" /> Prefer Vertical Bar Graphs<br /><input type="checkbox" name="nbp" value="1" /> No Box Plots<br /><input type="checkbox" name="clg" value="1" /> On Line Graphs With Missing Data, Connect The Line Gaps<br /></div><div class="pts_result_viewer_settings_box"><h2>Multi-Way Comparison</h2><input type="checkbox" name="cts" value="1" /> Condense Multi-Option Tests Into Single Result Graphs<br /><input type="checkbox" name="cmv" value="1" /> Condense Test Profiles With Multiple Version Results Into Single Result Graphs<br /></div><div class="pts_result_viewer_settings_box"><h2>Table</h2><input type="checkbox" name="sdt" value="1" /> Show Detailed System Result Table<br /></div><div style="clear: both;"><h2>Run Management</h2>
			<div class="div_table">
			<div class="div_table_body">
			<div class="div_table_first_row"><div class="div_table_cell">Highlight<br />Result</div>
			<div class="div_table_cell">Hide<br />Result</div><div class="div_table_cell">Result<br />Identifier</div><div class="div_table_cell">Performance Per<br />Dollar</div>
			<div class="div_table_cell">Date<br />Run</div>
			<div class="div_table_cell"> &nbsp; Test<br /> &nbsp; Duration</div>
			<div class="div_table_cell"> </div>
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				<div id="table-line-QVZYNTEyX0NPUkVfQU1Y" class="div_table_row"><div class="div_table_cell"><input type="checkbox" name="hgv[]" value="AVX512_CORE_AMX" /></div>
				<div class="div_table_cell"><input type="checkbox" name="rmm[]" value="AVX512_CORE_AMX" /></div><div class="div_table_cell"><strong>AVX512_CORE_AMX</strong></div><div class="div_table_cell"><input type="number" min="0" step="0.001" name="ppd_QVZYNTEyX0NPUkVfQU1Y" value="0" /></div>
			<div class="div_table_cell">January 15 2023</div>
			<div class="div_table_cell"> &nbsp; 12 Minutes</div></div>
				<div id="table-line-QVZYNTEyX0NPUkVfRlAxNg" class="div_table_row"><div class="div_table_cell"><input type="checkbox" name="hgv[]" value="AVX512_CORE_FP16" /></div>
				<div class="div_table_cell"><input type="checkbox" name="rmm[]" value="AVX512_CORE_FP16" /></div><div class="div_table_cell"><strong>AVX512_CORE_FP16</strong></div><div class="div_table_cell"><input type="number" min="0" step="0.001" name="ppd_QVZYNTEyX0NPUkVfRlAxNg" value="0" /></div>
			<div class="div_table_cell">January 15 2023</div>
			<div class="div_table_cell"> &nbsp; 23 Minutes</div></div>
				<div id="table-line-QVZYNTEyX0NPUkVfQkYxNg" class="div_table_row"><div class="div_table_cell"><input type="checkbox" name="hgv[]" value="AVX512_CORE_BF16" /></div>
				<div class="div_table_cell"><input type="checkbox" name="rmm[]" value="AVX512_CORE_BF16" /></div><div class="div_table_cell"><strong>AVX512_CORE_BF16</strong></div><div class="div_table_cell"><input type="number" min="0" step="0.001" name="ppd_QVZYNTEyX0NPUkVfQkYxNg" value="0" /></div>
			<div class="div_table_cell">January 15 2023</div>
			<div class="div_table_cell"> &nbsp; 27 Minutes</div></div>
				<div id="table-line-QVZYNTEyX0NPUkVfVk5OSQ" class="div_table_row"><div class="div_table_cell"><input type="checkbox" name="hgv[]" value="AVX512_CORE_VNNI" /></div>
				<div class="div_table_cell"><input type="checkbox" name="rmm[]" value="AVX512_CORE_VNNI" /></div><div class="div_table_cell"><strong>AVX512_CORE_VNNI</strong></div><div class="div_table_cell"><input type="number" min="0" step="0.001" name="ppd_QVZYNTEyX0NPUkVfVk5OSQ" value="0" /></div>
			<div class="div_table_cell">January 15 2023</div>
			<div class="div_table_cell"> &nbsp; 27 Minutes</div></div>
				<div id="table-line-QVZYNTEyX0NPUkU" class="div_table_row"><div class="div_table_cell"><input type="checkbox" name="hgv[]" value="AVX512_CORE" /></div>
				<div class="div_table_cell"><input type="checkbox" name="rmm[]" value="AVX512_CORE" /></div><div class="div_table_cell"><strong>AVX512_CORE</strong></div><div class="div_table_cell"><input type="number" min="0" step="0.001" name="ppd_QVZYNTEyX0NPUkU" value="0" /></div>
			<div class="div_table_cell">January 15 2023</div>
			<div class="div_table_cell"> &nbsp; 29 Minutes</div></div>
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				<div class="div_table_cell"><em>Invert Hiding All Results Option</em></div><div class="div_table_cell"><select name="ppt" id="ppt" onchange="">
<option value="D">Dollar</option><option value="DPH">Dollar / Hour</option></select></div>
				<div class="div_table_cell"> </div>
				<div class="div_table_cell"> &nbsp; <em>23 Minutes</em></div>
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			</div>
			</div></div><br /><div>Only show results where <select name="ftt" id="ftt" onchange="">
<option value="" selected="selected">[SELECT]</option><option value="AVX512_CORE_AMX">AVX512_CORE_AMX</option><option value="AVX512_CORE_FP16">AVX512_CORE_FP16</option><option value="AVX512_CORE_BF16">AVX512_CORE_BF16</option><option value="AVX512_CORE_VNNI">AVX512_CORE_VNNI</option><option value="AVX512_CORE">AVX512_CORE</option></select> is faster than <select name="ftb" id="ftb" onchange="">
<option value="" selected="selected">[SELECT]</option><option value="AVX512_CORE_AMX">AVX512_CORE_AMX</option><option value="AVX512_CORE_FP16">AVX512_CORE_FP16</option><option value="AVX512_CORE_BF16">AVX512_CORE_BF16</option><option value="AVX512_CORE_VNNI">AVX512_CORE_VNNI</option><option value="AVX512_CORE">AVX512_CORE</option></select></div><div>Only show results matching title/arguments (delimit multiple options with a comma): <input type="text" name="oss" id="oss" onclick="" value=""></div><div>Do not show results matching title/arguments (delimit multiple options with a comma): <input type="text" name="noss" id="noss" onclick="" value=""></div><br /><input style="clear: both;" name="submit" value="Refresh Results" type="submit" /></form></div><hr style="clear: both;" />{
    "title": "oneDNN 3.0 Intel Sapphire Rapids AMX",
    "last_modified": "2023-01-15 13:20:17",
    "description": "2 x Intel Xeon Platinum 8490H oneDNN Intel AMX Sapphire Rapids 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 + 3841GB Micron_9300_MTFDHAL3T8TDP + 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": "2023-01-15 05:14:04",
            "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",
                "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 + 3841GB Micron_9300_MTFDHAL3T8TDP + 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",
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            "timestamp": "2023-01-15 06:46:26",
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                "cpu-microcode": "0x2b0000c0",
                "kernel-extra-details": "Transparent Huge Pages: madvise",
                "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 + 3841GB Micron_9300_MTFDHAL3T8TDP + 960GB INTEL SSDSC2KG96",
                "Graphics": "ASPEED",
                "Monitor": "VGA HDMI",
                "Network": "4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T"
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            "software": {
                "OS": "Ubuntu 22.04",
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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",
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            "timestamp": "2023-01-15 09:23:35",
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                "cpu-microcode": "0x2b0000c0",
                "kernel-extra-details": "Transparent Huge Pages: madvise",
                "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 + 3841GB Micron_9300_MTFDHAL3T8TDP + 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": "2023-01-15 11:21:47",
            "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",
                "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 + 3841GB Micron_9300_MTFDHAL3T8TDP + 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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            "title": "CPU Temperature Monitor",
            "arguments": "cpu.temp",
            "description": "Phoronix Test Suite System Monitoring",
            "scale": "Celsius",
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                }
            }
        },
        "0c4915fd1fcde50111cc18c1c309052138ddd4b6": {
            "title": "CPU Power Consumption Monitor",
            "arguments": "cpu.power",
            "description": "Phoronix Test Suite System Monitoring",
            "scale": "Watts",
            "display_format": "LINE_GRAPH",
            "results": {
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                }
            }
        },
        "e8eb12aa0255915e642a52303b05bb5308d111b1": {
            "title": "CPU Peak Freq (Highest CPU Core Frequency) Monitor",
            "arguments": "cpu.peak-freq",
            "description": "Phoronix Test Suite System Monitoring",
            "scale": "Megahertz",
            "display_format": "LINE_GRAPH",
            "results": {
                "AVX512_CORE_AMX": {
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        "e9eb5f7df3f0e8ec70b22f0a95eb52fd563afd8c": {
            "title": "oneDNN",
            "app_version": "3.0",
            "arguments": "CPU Temperature --rnn --batch=inputs\/rnn\/perf_rnn_inference_lb --cfg=bf16bf16bf16 --engine=cpu",
            "description": "CPU Temperature Monitor",
            "scale": "Celsius",
            "proportion": "LIB",
            "display_format": "LINE_GRAPH",
            "parent": "6a25d4e8c2de77795f5a568c42f645ff403bb0f4",
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        "dd61a8ee4c9f48068d2943e3ab8640c819b8a514": {
            "title": "oneDNN",
            "app_version": "3.0",
            "arguments": "CPU Power Consumption --rnn --batch=inputs\/rnn\/perf_rnn_inference_lb --cfg=bf16bf16bf16 --engine=cpu",
            "description": "CPU Power Consumption Monitor",
            "scale": "Watts",
            "proportion": "LIB",
            "display_format": "LINE_GRAPH",
            "parent": "6a25d4e8c2de77795f5a568c42f645ff403bb0f4",
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            "description": "CPU Peak Freq (Highest CPU Core Frequency) Monitor",
            "scale": "Megahertz",
            "proportion": "HIB",
            "display_format": "LINE_GRAPH",
            "parent": "6a25d4e8c2de77795f5a568c42f645ff403bb0f4",
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        },
        "7e13d6903cf7fdb222d231887a93334d6db14a6e": {
            "title": "oneDNN",
            "app_version": "3.0",
            "arguments": "CPU Temperature --matmul --batch=inputs\/matmul\/shapes_transformer --cfg=bf16bf16bf16 --engine=cpu",
            "description": "CPU Temperature Monitor",
            "scale": "Celsius",
            "proportion": "LIB",
            "display_format": "LINE_GRAPH",
            "parent": "c2ed355e782da3315fb4ed004eebdcfd0884b944",
            "results": {
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                    "details": {
                        "compiler-options": {
                            "compiler-type": "CXX",
                            "compiler": "g++",
                            "compiler-options": "-O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread"
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            "arguments": "CPU Temperature --ip --batch=inputs\/ip\/shapes_1d --cfg=bf16bf16bf16 --engine=cpu",
            "description": "CPU Temperature Monitor",
            "scale": "Celsius",
            "proportion": "LIB",
            "display_format": "LINE_GRAPH",
            "parent": "354e0d7eee3a6f243fc8b34ead993128bb975a2d",
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            "arguments": "CPU Power Consumption --ip --batch=inputs\/ip\/shapes_1d --cfg=bf16bf16bf16 --engine=cpu",
            "description": "CPU Power Consumption Monitor",
            "scale": "Watts",
            "proportion": "LIB",
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        "fa77a18b6128ba393de819286bb2e21df96b72f2": {
            "title": "oneDNN",
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            "arguments": "CPU Peak Freq (Highest CPU Core Frequency) --ip --batch=inputs\/ip\/shapes_1d --cfg=bf16bf16bf16 --engine=cpu",
            "description": "CPU Peak Freq (Highest CPU Core Frequency) Monitor",
            "scale": "Megahertz",
            "proportion": "HIB",
            "display_format": "LINE_GRAPH",
            "parent": "354e0d7eee3a6f243fc8b34ead993128bb975a2d",
            "results": {
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        "83136d728d7feda037593f8e6526a186da0a14f5": {
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            "description": "CPU Peak Freq (Highest CPU Core Frequency) Monitor",
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            "proportion": "HIB",
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}