214368 - rpi5 tflite

Warning: Permanently added '192.168.2.10' (ED25519) to the list of known hosts.
 
INFO: Created TensorFlow Lite XNNPACK delegate for CPU. 

{
  "version": 0,
  "target_id": "rpi5-0002-0001",
  "version_tag": "",
  "date": "2026-07-21T22:08:28.",
  "target": "rpi5",
  "inference_engine": "tflite",
  "model_file_name": "DSCNN.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 2602,
  "ram_size": 4241719296,
  "ram_peak_usage": 0.1730437939851831,
  "flash_size": 124725649408,
  "flash_usage": 3.478995716274603e-05,
  "load_cpu": 88.22222222222223,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": null,
  "energy_efficiency": null,
  "model_size": 43392,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 361.233,
    "std": 636.0,
    "min": 220.0,
    "max": 12920.0,
    "troughput": null,
    "latency_per_layers": [
      {
        "layer_name": " [functional_1/activation/Relu;functional_1/batch_normalization/FusedBatchNormV3;functional_1/conv2d/BiasAdd/ReadVariableOp/resource;functional_1/conv2d/BiasAdd;functional_1/conv2d_4/Conv2D;functional_1/conv2d/Conv2D1]:0",
        "mean": 34.5177,
        "std": 0.0,
        "min": 34.5177,
        "max": 34.5177
      },
      {
        "layer_name": " Delegate/Softmax (NC F32):3",
        "mean": 0.006533440000000001,
        "std": 0.0,
        "min": 0.006533440000000001,
        "max": 0.006533440000000001
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
        "mean": 0.022290499999999998,
        "std": 0.0,
        "min": 0.022290499999999998,
        "max": 0.022290499999999998
      },
      {
        "layer_name": " Delegate/Convolution (NHWC F32) DWConv:0",
        "mean": 145.6232,
        "std": 0.0,
        "min": 145.6232,
        "max": 145.6232
      },
      {
        "layer_name": " [functional_1/activation_2/Relu;functional_1/batch_normalization_2/FusedBatchNormV3;functional_1/conv2d_1/BiasAdd/ReadVariableOp/resource;functional_1/conv2d_1/BiasAdd;functional_1/conv2d_4/Conv2D;functional_1/conv2d_1/Conv2D1]:2",
        "mean": 49.2813,
        "std": 0.0,
        "min": 49.2813,
        "max": 49.2813
      },
      {
        "layer_name": " [functional_1/activation_4/Relu;functional_1/batch_normalization_4/FusedBatchNormV3;functional_1/conv2d_2/BiasAdd/ReadVariableOp/resource;functional_1/conv2d_2/BiasAdd;functional_1/conv2d_4/Conv2D;functional_1/conv2d_2/Conv2D1]:4",
        "mean": 45.035,
        "std": 0.0,
        "min": 45.035,
        "max": 45.035
      },
      {
        "layer_name": " [functional_1/activation_6/Relu;functional_1/batch_normalization_6/FusedBatchNormV3;functional_1/conv2d_3/BiasAdd/ReadVariableOp/resource;functional_1/conv2d_3/BiasAdd;functional_1/conv2d_4/Conv2D;functional_1/conv2d_3/Conv2D1]:6",
        "mean": 45.519999999999996,
        "std": 0.0,
        "min": 45.519999999999996,
        "max": 45.519999999999996
      },
      {
        "layer_name": " [functional_1/activation_8/Relu;functional_1/batch_normalization_8/FusedBatchNormV3;functional_1/conv2d_4/BiasAdd/ReadVariableOp/resource;functional_1/conv2d_4/BiasAdd;functional_1/conv2d_4/Conv2D1]:8",
        "mean": 41.1703,
        "std": 0.0,
        "min": 41.1703,
        "max": 41.1703
      },
      {
        "layer_name": " Delegate/Average Pooling (NHWC F32) Average Pooling:0",
        "mean": 0.0568793,
        "std": 0.0,
        "min": 0.0568793,
        "max": 0.0568793
      },
      {
        "layer_name": " Delegate/Copy (NC X32):1",
        "mean": 0.0,
        "std": 0.0,
        "min": 0.0,
        "max": 0.0
      }
    ]
  },
  "preprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "accuracy": null
}