123902 - rpi4b tflite
123902 - rpi4b tflite
Summary: Pipeline succeeded and valid report was generated.
Model Details
- model name : keypoint_classifier.tflite
- model url : Download here
Logs Details
user.log
[33mWarning: Permanently added '192.168.2.41' (ED25519) to the list of known hosts. [0m
Run command : benchmark_model --graph=keypoint_classifier.tflite --num_threads=4 --enable_op_profiling=true --report_peak_memory_footprint=true --profiling_output_csv_file=log.csv --op_profiling_output_mode=csv
[33mINFO: Created TensorFlow Lite XNNPACK delegate for CPU. [0m
End of command : benchmark_modelerror.log
Report Details
report.json
{
"GFLOPs": null,
"accuracy": null,
"ambiant_temperature": null,
"benchmark_type": "TYPE1",
"date": "2026-04-14T23:01:47.",
"energy_efficiency": null,
"flash_size": 30700687360,
"flash_usage": 2.183664463726196e-05,
"inference_engine": "tflite",
"inference_latency": {
"latency_per_layers": [
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:0",
"max": 4.79145,
"mean": 4.79145,
"min": 4.79145,
"std": 0.0
},
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:1",
"max": 2.99117,
"mean": 2.99117,
"min": 2.99117,
"std": 0.0
},
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
"max": 2.609,
"mean": 2.609,
"min": 2.609,
"std": 0.0
},
{
"layer_name": " Delegate/Softmax (NC F32):3",
"max": 0.00631129,
"mean": 0.00631129,
"min": 0.00631129,
"std": 0.0
}
],
"max": 12059.0,
"mean": 10.3979,
"min": 1.0,
"std": 242.0,
"troughput": null
},
"load_accelerator": null,
"load_cpu": 85,
"model_file_name": "keypoint_classifier.tflite",
"model_size": 6704,
"nb_inference": 39770,
"nb_parameters_model": null,
"postprocess_time": {
"max": null,
"mean": null,
"min": null,
"std": null
},
"power_consumption": 7.128267900000001,
"preprocess_time": {
"max": null,
"mean": null,
"min": null,
"std": null
},
"ram_peak_usage": 0.24507304289241816,
"ram_size": 3976114176,
"target": "rpi4b",
"target_id": "0000019c716353c48a919c2708c2e96740c0117e3b39e93019ec189e217f7302",
"temperature": null,
"version": 0,
"version_tag": ""
}