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== ONNXRT Benchmarks ==
== ONNXRT Benchmarks ==
The following was the GStreamer pipeline used to obtain the results:
<source lang="bash">
model_array=(inceptionv1 inceptionv2 inceptionv3 inceptionv4 tinyyolov2 tinyyolov3)
gst-launch-1.0 \
filesrc location=$VIDEO_PATH num-buffers=600 ! decodebin ! videoconvert ! \
perf print-arm-load=true name=inputperf ! tee name=t t. ! videoscale ! queue ! net.sink_model t. ! queue ! net.sink_bypass \
${model_array[i]} backend=onnxrt name=net \
model-location="$MODELS_PATH \
net.src_bypass ! perf print-arm-load=true name=outputperf ! videoconvert ! fakesink sync=false
</source>


=== FPS Measurements ===
=== FPS Measurements ===
579

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