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214267 - rpi4b tflite

Summary: Test completed with status: SUCCESS. Mean inference time: 49 ms.

Model Details

  • model name : DeepAutoEncoder_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=DeepAutoEncoder_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": "2026-07-21T22:07:55.",
  "target": "rpi4b",
  "inference_engine": "tflite",
  "model_file_name": "DeepAutoEncoder_int8.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 13676,
  "ram_size": 3976114176,
  "ram_peak_usage": 0.19449260402727428,
  "flash_size": 30688104448,
  "flash_usage": 0.00090255167264999,
  "load_cpu": 74,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": null,
  "energy_efficiency": null,
  "model_size": 276976,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 49.1069,
    "std": 340.0,
    "min": 26.0,
    "max": 23427.0,
    "troughput": null,
    "latency_per_layers": [
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:0",
        "mean": 29.055500000000002,
        "std": 0.0,
        "min": 29.055500000000002,
        "max": 29.055500000000002
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:1",
        "mean": 4.05331,
        "std": 0.0,
        "min": 4.05331,
        "max": 4.05331
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:2",
        "mean": 2.62562,
        "std": 0.0,
        "min": 2.62562,
        "max": 2.62562
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:3",
        "mean": 2.05901,
        "std": 0.0,
        "min": 2.05901,
        "max": 2.05901
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:4",
        "mean": 0.0056303,
        "std": 0.0,
        "min": 0.0056303,
        "max": 0.0056303
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:5",
        "mean": 1.02508,
        "std": 0.0,
        "min": 1.02508,
        "max": 1.02508
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:6",
        "mean": 2.03912,
        "std": 0.0,
        "min": 2.03912,
        "max": 2.03912
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:7",
        "mean": 2.04183,
        "std": 0.0,
        "min": 2.04183,
        "max": 2.04183
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:8",
        "mean": 2.02698,
        "std": 0.0,
        "min": 2.02698,
        "max": 2.02698
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:9",
        "mean": 4.17483,
        "std": 0.0,
        "min": 4.17483,
        "max": 4.17483
      }
    ]
  },
  "preprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "accuracy": null
}