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214329 - rpi4b tflite

Summary: Test completed with status: SUCCESS. Mean inference time: 348 ms.

Model Details

  • model name : DeepAutoEncoder.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.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-0002-0003",
  "version_tag": "",
  "date": "2026-07-21T22:08:57.",
  "target": "rpi4b",
  "inference_engine": "tflite",
  "model_file_name": "DeepAutoEncoder.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 2505,
  "ram_size": 3923783680,
  "ram_peak_usage": 0.26723593488211866,
  "flash_size": 30700687360,
  "flash_usage": 0.003477602919702186,
  "load_cpu": 81,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": null,
  "energy_efficiency": null,
  "model_size": 1067648,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 347.894,
    "std": 797.0,
    "min": 177.0,
    "max": 23578.0,
    "troughput": null,
    "latency_per_layers": [
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:0",
        "mean": 187.339,
        "std": 0.0,
        "min": 187.339,
        "max": 187.339
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:1",
        "mean": 21.162899999999997,
        "std": 0.0,
        "min": 21.162899999999997,
        "max": 21.162899999999997
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
        "mean": 18.1014,
        "std": 0.0,
        "min": 18.1014,
        "max": 18.1014
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:3",
        "mean": 14.9665,
        "std": 0.0,
        "min": 14.9665,
        "max": 14.9665
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:4",
        "mean": 0.49301399999999995,
        "std": 0.0,
        "min": 0.49301399999999995,
        "max": 0.49301399999999995
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:5",
        "mean": 1.60918,
        "std": 0.0,
        "min": 1.60918,
        "max": 1.60918
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:6",
        "mean": 10.875,
        "std": 0.0,
        "min": 10.875,
        "max": 10.875
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:7",
        "mean": 14.5936,
        "std": 0.0,
        "min": 14.5936,
        "max": 14.5936
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:8",
        "mean": 11.3968,
        "std": 0.0,
        "min": 11.3968,
        "max": 11.3968
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:9",
        "mean": 67.3561,
        "std": 0.0,
        "min": 67.3561,
        "max": 67.3561
      }
    ]
  },
  "preprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "accuracy": null
}