1603 - 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
Run command : benchmark_model --graph=1741590838187_keypoint_classifier.tflite --num_threads=4 --enable_op_profiling=true --report_peak_memory_footprint=true --use_xnnpack=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_model
error.log
Report Details
report.json
{
"GFLOPs": null,
"accuracy": null,
"ambiant_temperature": null,
"benchmark_type": "TYPE1",
"date": "2025-03-10T07:14:51.033656+00:00",
"energy_efficiency": null,
"flash_size": 125258715136,
"flash_usage": 5.352122598991306e-06,
"inference_engine": "tflite",
"inference_latency": {
"latency_per_layers": [
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:0",
"max": 5.28286,
"mean": 5.28286,
"min": 5.28286,
"std": 0
},
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:1",
"max": 1.30257,
"mean": 1.30257,
"min": 1.30257,
"std": 0
},
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
"max": 1.39836,
"mean": 1.39836,
"min": 1.39836,
"std": 0
},
{
"layer_name": " Delegate/Softmax (NC F32):3",
"max": 0.00835298,
"mean": 0.00835298,
"min": 0.00835298,
"std": 0
}
],
"max": 5893,
"mean": 7.99214,
"min": 1,
"std": 138,
"troughput": null
},
"load_accelerator": null,
"load_cpu": 87,
"model_file_name": "keypoint_classifier.tflite",
"model_size": 6704,
"nb_inference": 44535,
"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": 0.23755293691043144,
"ram_size": 3976114176,
"target": "rpi4b",
"target_id": null,
"temperature": null,
"version": 0,
"version_tag": "v1.0.0"
}