1608 - rpi5 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 '192.168.2.10' (ED25519) to the list of known hosts.
[0m
[33mINFO: Created TensorFlow Lite XNNPACK delegate for CPU. [0m
error.log
Report Details
report.json
{
"GFLOPs": null,
"accuracy": null,
"ambiant_temperature": null,
"benchmark_type": "TYPE1",
"date": "2025-03-10T07:15:07.770427+00:00",
"energy_efficiency": null,
"flash_size": 62416101376,
"flash_usage": 1.0740818237932747e-05,
"inference_engine": "tflite",
"inference_latency": {
"latency_per_layers": [
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:0",
"max": 0.000810384,
"mean": 0.000810384,
"min": 0.000810384,
"std": 0
},
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:1",
"max": 0.000146058,
"mean": 0.000146058,
"min": 0.000146058,
"std": 0
},
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
"max": 0.000146058,
"mean": 0.000146058,
"min": 0.000146058,
"std": 0
},
{
"layer_name": " Delegate/Softmax (NC F32):3",
"max": 0.000174327,
"mean": 0.000174327,
"min": 0.000174327,
"std": 0
}
],
"max": 14,
"mean": 0.00127683,
"min": 0,
"std": 0,
"troughput": null
},
"load_accelerator": null,
"load_cpu": 24.972916666666666,
"model_file_name": "keypoint_classifier.tflite",
"model_size": 6704,
"nb_inference": 212245,
"nb_parameters_model": null,
"postprocess_time": {
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"mean": null,
"min": null,
"std": null
},
"power_consumption": null,
"preprocess_time": {
"max": null,
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"std": null
},
"ram_peak_usage": 0.1730437939851831,
"ram_size": 4241719296,
"target": "rpi5",
"target_id": null,
"temperature": null,
"version": 0,
"version_tag": "v1.0.0"
}