214426 - rpi5 tflite

Warning: Permanently added '192.168.99.10' (ED25519) to the list of known hosts.
 
INFO: Created TensorFlow Lite XNNPACK delegate for CPU. 

{
  "version": 0,
  "target_id": "rpi5-0002-0004",
  "version_tag": "",
  "date": "2026-07-21T22:10:27.",
  "target": "rpi5",
  "inference_engine": "tflite",
  "model_file_name": "Resnet.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 3099,
  "ram_size": 4241702912,
  "ram_peak_usage": 0.21012541860923237,
  "flash_size": 62225408000,
  "flash_usage": 0.0005112766797768526,
  "load_cpu": 83.47222222222223,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": null,
  "energy_efficiency": null,
  "model_size": 318144,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 264.985,
    "std": 786.0,
    "min": 199.0,
    "max": 37211.0,
    "troughput": null,
    "latency_per_layers": [
      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:0",
        "mean": 17.0439,
        "std": 0.0,
        "min": 17.0439,
        "max": 17.0439
      },
      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:1",
        "mean": 46.9445,
        "std": 0.0,
        "min": 46.9445,
        "max": 46.9445
      },
      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:2",
        "mean": 45.394,
        "std": 0.0,
        "min": 45.394,
        "max": 45.394
      },
      {
        "layer_name": " Delegate/Add (ND F32):3",
        "mean": 4.34398,
        "std": 0.0,
        "min": 4.34398,
        "max": 4.34398
      },
      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:4",
        "mean": 25.516299999999998,
        "std": 0.0,
        "min": 25.516299999999998,
        "max": 25.516299999999998
      },
      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:5",
        "mean": 45.0823,
        "std": 0.0,
        "min": 45.0823,
        "max": 45.0823
      },
      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:6",
        "mean": 6.5504999999999995,
        "std": 0.0,
        "min": 6.5504999999999995,
        "max": 6.5504999999999995
      },
      {
        "layer_name": " Delegate/Add (ND F32):7",
        "mean": 2.9332,
        "std": 0.0,
        "min": 2.9332,
        "max": 2.9332
      },
      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:8",
        "mean": 22.6054,
        "std": 0.0,
        "min": 22.6054,
        "max": 22.6054
      },
      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:9",
        "mean": 40.861599999999996,
        "std": 0.0,
        "min": 40.861599999999996,
        "max": 40.861599999999996
      },
      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:10",
        "mean": 5.7809,
        "std": 0.0,
        "min": 5.7809,
        "max": 5.7809
      },
      {
        "layer_name": " Delegate/Add (ND F32):11",
        "mean": 1.72185,
        "std": 0.0,
        "min": 1.72185,
        "max": 1.72185
      },
      {
        "layer_name": " Delegate/Average Pooling (NHWC F32) Average Pooling:12",
        "mean": 0.176509,
        "std": 0.0,
        "min": 0.176509,
        "max": 0.176509
      },
      {
        "layer_name": " Delegate/Copy (NC X32):13",
        "mean": 0.0,
        "std": 0.0,
        "min": 0.0,
        "max": 0.0
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:14",
        "mean": 0.017747699999999998,
        "std": 0.0,
        "min": 0.017747699999999998,
        "max": 0.017747699999999998
      },
      {
        "layer_name": " Delegate/Softmax (NC F32):15",
        "mean": 0.0119393,
        "std": 0.0,
        "min": 0.0119393,
        "max": 0.0119393
      }
    ]
  },
  "preprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "accuracy": null
}