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GstInference/Benchmarks: Difference between revisions
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= GstInference Benchmarks = | == GstInference Benchmarks == | ||
== Introduction == | === Introduction === | ||
This wiki summarizes a series of benchmarks on different hardware platforms based on the [https://github.com/RidgeRun/gst-inference/blob/master/tests/benchmark/run_benchmark.sh run_benchmark.sh] bash script that can be found in the official [https://github.com/RidgeRun/gst-inference GstInference repository]. The script is based on the following GStreamer pipeline: | This wiki summarizes a series of benchmarks on different hardware platforms based on the [https://github.com/RidgeRun/gst-inference/blob/master/tests/benchmark/run_benchmark.sh run_benchmark.sh] bash script that can be found in the official [https://github.com/RidgeRun/gst-inference GstInference repository]. The script is based on the following GStreamer pipeline: | ||
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=== Test benchmark video === | ==== Test benchmark video ==== | ||
The following video was used to perform the benchmark tests. | The following video was used to perform the benchmark tests. | ||
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[[File:Test benchmark video.mp4|500px|thumb|center|Test benchmark video]] | [[File:Test benchmark video.mp4|500px|thumb|center|Test benchmark video]] | ||
== x86 == | === x86 === | ||
The Desktop PC had the following specifications: | The Desktop PC had the following specifications: | ||
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*GStreamer 1.8.3 | *GStreamer 1.8.3 | ||
=== FPS Measurements === | ==== FPS Measurements ==== | ||
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=== CPU Load Measurements === | ==== CPU Load Measurements ==== | ||
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== Jetson AGX Xavier == | === Jetson AGX Xavier === | ||
The Jetson Xavier power modes used were 2 and 6 (more information: [https://docs.nvidia.com/jetson/l4t/index.html#page/Tegra%2520Linux%2520Driver%2520Package%2520Development%2520Guide%2Fpower_management_jetson_xavier.html%23wwpID0E0OM0HA Supported Modes and Power Efficiency]) | The Jetson Xavier power modes used were 2 and 6 (more information: [https://docs.nvidia.com/jetson/l4t/index.html#page/Tegra%2520Linux%2520Driver%2520Package%2520Development%2520Guide%2Fpower_management_jetson_xavier.html%23wwpID0E0OM0HA Supported Modes and Power Efficiency]) | ||
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Where x is the power mode ID (e.g. 0, 1, 2, 3, 4, 5, 6). | Where x is the power mode ID (e.g. 0, 1, 2, 3, 4, 5, 6). | ||
=== FPS Measurements === | ==== FPS Measurements ==== | ||
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=== CPU Load Measurements === | ==== CPU Load Measurements ==== | ||
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== Jetson TX2 == | === Jetson TX2 === | ||
=== FPS Measurements === | ==== FPS Measurements ==== | ||
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=== CPU Load Measurements === | ==== CPU Load Measurements ==== | ||
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== Jetson Nano == | === Jetson Nano === | ||
=== FPS Measurements === | ==== FPS Measurements ==== | ||
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=== CPU Load Measurements === | ==== CPU Load Measurements ==== | ||
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== Google Coral == | === Google Coral === | ||
=== FPS Measurements === | ==== FPS Measurements ==== | ||
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=== CPU Load Measurements === | ==== CPU Load Measurements ==== | ||
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