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214266 - rpi4b tflite

Summary: Test completed with status: SUCCESS. Mean inference time: 312 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-0002-0000",
  "version_tag": "",
  "date": "2026-07-21T22:07:45.",
  "target": "rpi4b",
  "inference_engine": "tflite",
  "model_file_name": "DeepAutoEncoder.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 2751,
  "ram_size": 3976114176,
  "ram_peak_usage": 0.23405042179553345,
  "flash_size": 30688104448,
  "flash_usage": 0.003479028826329417,
  "load_cpu": 84,
  "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": 311.899,
    "std": 612.0,
    "min": 154.0,
    "max": 8562.0,
    "troughput": null,
    "latency_per_layers": [
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:0",
        "mean": 175.143,
        "std": 0.0,
        "min": 175.143,
        "max": 175.143
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:1",
        "mean": 11.847,
        "std": 0.0,
        "min": 11.847,
        "max": 11.847
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
        "mean": 16.5187,
        "std": 0.0,
        "min": 16.5187,
        "max": 16.5187
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:3",
        "mean": 13.5569,
        "std": 0.0,
        "min": 13.5569,
        "max": 13.5569
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:4",
        "mean": 1.79644,
        "std": 0.0,
        "min": 1.79644,
        "max": 1.79644
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:5",
        "mean": 2.0309,
        "std": 0.0,
        "min": 2.0309,
        "max": 2.0309
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:6",
        "mean": 12.8913,
        "std": 0.0,
        "min": 12.8913,
        "max": 12.8913
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:7",
        "mean": 12.8957,
        "std": 0.0,
        "min": 12.8957,
        "max": 12.8957
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:8",
        "mean": 12.0883,
        "std": 0.0,
        "min": 12.0883,
        "max": 12.0883
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:9",
        "mean": 53.130900000000004,
        "std": 0.0,
        "min": 53.130900000000004,
        "max": 53.130900000000004
      }
    ]
  },
  "preprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "accuracy": null
}