214305 - rpi4b tflite

Warning: Permanently added '192.168.2.41' (ED25519) to the list of known hosts. 
Run command : benchmark_model --graph=DSCNN.tflite --num_threads=4  --enable_op_profiling=true --report_peak_memory_footprint=true  --profiling_output_csv_file=log.csv --op_profiling_output_mode=csv
End of command : benchmark_model

{
  "version": 0,
  "target_id": "rpi4b-0002-0002",
  "version_tag": "",
  "date": "2026-07-21T22:08:45.",
  "target": "rpi4b",
  "inference_engine": "tflite",
  "model_file_name": "DSCNN.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 59,
  "ram_size": 3976114176,
  "ram_peak_usage": 0.22086448253944707,
  "flash_size": 30700687360,
  "flash_usage": 0.00014133885502686023,
  "load_cpu": 73,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": 8.054877600000001,
  "energy_efficiency": null,
  "model_size": 43392,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 16837.7,
    "std": 5260.0,
    "min": 1405.0,
    "max": 29988.0,
    "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": 3801.31,
        "std": 0.0,
        "min": 3801.31,
        "max": 3801.31
      },
      {
        "layer_name": " Delegate/Softmax (NC F32):3",
        "mean": 2.0677999999999996,
        "std": 0.0,
        "min": 2.0677999999999996,
        "max": 2.0677999999999996
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
        "mean": 2877.41,
        "std": 0.0,
        "min": 2877.41,
        "max": 2877.41
      },
      {
        "layer_name": " Delegate/Convolution (NHWC F32) DWConv:0",
        "mean": 6990.08,
        "std": 0.0,
        "min": 6990.08,
        "max": 6990.08
      },
      {
        "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": 793.814,
        "std": 0.0,
        "min": 793.814,
        "max": 793.814
      },
      {
        "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": 1045.95,
        "std": 0.0,
        "min": 1045.95,
        "max": 1045.95
      },
      {
        "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": 559.5250000000001,
        "std": 0.0,
        "min": 559.5250000000001,
        "max": 559.5250000000001
      },
      {
        "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": 761.424,
        "std": 0.0,
        "min": 761.424,
        "max": 761.424
      },
      {
        "layer_name": " Delegate/Average Pooling (NHWC F32) Average Pooling:0",
        "mean": 6.10169,
        "std": 0.0,
        "min": 6.10169,
        "max": 6.10169
      },
      {
        "layer_name": " Delegate/Copy (NC X32):1",
        "mean": 0.0169492,
        "std": 0.0,
        "min": 0.0169492,
        "max": 0.0169492
      }
    ]
  },
  "preprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "accuracy": null
}