1597 - jetsonorinnano trt
Summary: Pipeline succeeded and valid report was generated.
Model Details
- model name : keypoint_classifier.tflite
- model url : Download here
Logs Details
user.log
Run benchmark with command : trtexec --profilingVerbosity=layer_names_only --iterations=1 --dumpProfile --avgRuns=20 --exportTimes=time.json --exportOutput=tensor.json --exportProfile=profile.json --exportLayerInfo=layerInfo.json --onnx=1741590824872_keypoint_classifier.tflite
End of benchmarking.
error.log
Report Details
report.json
{
"GFLOPs": null,
"accuracy": null,
"ambiant_temperature": 25,
"benchmark_type": "TYPE1",
"date": "2025-03-10T07:15:55.644526+00:00",
"energy_efficiency": null,
"flash_size": 61000499200,
"flash_usage": 86,
"inference_engine": "trt",
"inference_latency": {
"latency_per_layers": [
{
"layer_name": "Convolution28 + Parameter6 + (Unnamed Layer* 4) [Shuffle] + Plus30 + ReLU32",
"max": null,
"mean": 24.0746,
"min": null,
"std": null
},
{
"layer_name": "Pooling66",
"max": null,
"mean": 9.98518,
"min": null,
"std": null
},
{
"layer_name": "Convolution110 + Parameter88 + (Unnamed Layer* 10) [Shuffle] + Plus112 + ReLU114",
"max": null,
"mean": 16.2098,
"min": null,
"std": null
},
{
"layer_name": "Pooling160",
"max": null,
"mean": 9.9419,
"min": null,
"std": null
},
{
"layer_name": "Times212_reshape0 + reshape_before_Times212",
"max": null,
"mean": 0,
"min": null,
"std": null
},
{
"layer_name": "Times212",
"max": null,
"mean": 10.5807,
"min": null,
"std": null
},
{
"layer_name": "reshape_after_Times212",
"max": null,
"mean": 0,
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"std": null
}
],
"max": null,
"mean": 70.79218,
"min": null,
"std": null,
"troughput": null
},
"load_accelerator": 44.841935483870955,
"load_cpu": 27.6505376344086,
"model_file_name": "keypoint_classifier.tflite",
"model_size": 6704,
"nb_inference": 23834,
"nb_parameters_model": null,
"postprocess_time": {
"max": null,
"mean": null,
"min": null,
"std": null
},
"power_consumption": null,
"preprocess_time": {
"max": null,
"mean": null,
"min": null,
"std": null
},
"ram_peak_usage": 0.2914733274442525,
"ram_size": 7813058560,
"target": "jetsonorinnano",
"target_id": null,
"temperature": 47.187,
"version": 0,
"version_tag": "v1.0.0"
}