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214261 - rpi4b tflite

Summary: Test completed with status: SUCCESS. Mean inference time: 338 ms.

Model Details

  • model name : DSCNN_int8.tflite

Logs Details

user.log
Warning: Permanently added '192.168.2.41' (ED25519) to the list of known hosts. 
Run command : benchmark_model --graph=DSCNN_int8.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
error.log

Report Details

report.json
{
  "version": 0,
  "target_id": "rpi4b-0002-0000",
  "version_tag": "",
  "date": "2026-07-21T22:06:54.",
  "target": "rpi4b",
  "inference_engine": "tflite",
  "model_file_name": "DSCNN_int8.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 2679,
  "ram_size": 3976114176,
  "ram_peak_usage": 0.1878996343992311,
  "flash_size": 30688104448,
  "flash_usage": 0.00017575539763752045,
  "load_cpu": 85,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": null,
  "energy_efficiency": null,
  "model_size": 53936,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 337.617,
    "std": 844.0,
    "min": 214.0,
    "max": 31477.0,
    "troughput": null,
    "latency_per_layers": [
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        "std": 0.0,
        "min": 217.255,
        "max": 217.255
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:1",
        "mean": 15.6771,
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        "min": 15.6771,
        "max": 15.6771
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:2",
        "mean": 20.5118,
        "std": 0.0,
        "min": 20.5118,
        "max": 20.5118
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:3",
        "mean": 10.586,
        "std": 0.0,
        "min": 10.586,
        "max": 10.586
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:4",
        "mean": 18.001900000000003,
        "std": 0.0,
        "min": 18.001900000000003,
        "max": 18.001900000000003
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:5",
        "mean": 7.22583,
        "std": 0.0,
        "min": 7.22583,
        "max": 7.22583
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:6",
        "mean": 17.1818,
        "std": 0.0,
        "min": 17.1818,
        "max": 17.1818
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      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:7",
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        "min": 7.76745,
        "max": 7.76745
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:8",
        "mean": 17.3356,
        "std": 0.0,
        "min": 17.3356,
        "max": 17.3356
      },
      {
        "layer_name": " [functional_1/average_pooling2d/AvgPool]:9",
        "mean": 5.21687,
        "std": 0.0,
        "min": 5.21687,
        "max": 5.21687
      },
      {
        "layer_name": " Delegate/Copy (NC X8):0",
        "mean": 0.0216499,
        "std": 0.0,
        "min": 0.0216499,
        "max": 0.0216499
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:1",
        "mean": 0.0720418,
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        "min": 0.0720418,
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      {
        "layer_name": " [Identity]:12",
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    ]
  },
  "preprocess_time": {
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  "postprocess_time": {
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  "accuracy": null
}