123788 - rpi4b tflite

Warning: Permanently added '192.168.2.41' (ED25519) to the list of known hosts. 
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
INFO: Created TensorFlow Lite XNNPACK delegate for CPU. 
End of command : benchmark_model

{
  "GFLOPs": null,
  "accuracy": null,
  "ambiant_temperature": null,
  "benchmark_type": "TYPE1",
  "date": "2026-04-14T22:27:25.",
  "energy_efficiency": null,
  "flash_size": 30688104448,
  "flash_usage": 2.184559822311512e-05,
  "inference_engine": "tflite",
  "inference_latency": {
    "latency_per_layers": [
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:0",
        "max": 0.00447877,
        "mean": 0.00447877,
        "min": 0.00447877,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:1",
        "max": 0.00123382,
        "mean": 0.00123382,
        "min": 0.00123382,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
        "max": 0.0019371,
        "mean": 0.0019371,
        "min": 0.0019371,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Softmax (NC F32):3",
        "max": 0.0020975,
        "mean": 0.0020975,
        "min": 0.0020975,
        "std": 0.0
      }
    ],
    "max": 39.0,
    "mean": 0.00974719,
    "min": 0.0,
    "std": 0.0,
    "troughput": null
  },
  "load_accelerator": null,
  "load_cpu": 23,
  "model_file_name": "keypoint_classifier.tflite",
  "model_size": 6704,
  "nb_inference": 81049,
  "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": 0.1846031495852095,
  "ram_size": 3976114176,
  "target": "rpi4b",
  "target_id": "0000019c716362ba976cf0240430d8609d2545907baf474a564f4d508e331fdf",
  "temperature": null,
  "version": 0,
  "version_tag": ""
}