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214493 - stm32mp257 tflite

Summary: Test completed with status: SUCCESS. Mean inference time: 4391 ms.

Model Details

  • model name : MobileNetV1_int8.tflite

Logs Details

user.log
Run command : benchmark_model --graph=MobileNetV1_int8.tflite  --enable_op_profiling=true --report_peak_memory_footprint=true  --profiling_output_csv_file=log.csv --op_profiling_output_mode=csv --external_delegate_path=/usr/lib/libvx_delegate.so.2 --num_runs 20
W [HandleLayoutInfer:332]Op 162: default layout inference pass. 
End of command : benchmark_model
error.log

Report Details

report.json
{
  "version": 0,
  "target_id": "stm32mp257-0002-0000",
  "version_tag": "",
  "date": "2026-07-21T22:10:30.",
  "target": "stm32mp257",
  "inference_engine": "tflite",
  "model_file_name": "MobileNetV1_int8.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 218,
  "ram_size": 3960655872,
  "ram_peak_usage": 2.553474456464972,
  "flash_size": 4022501376,
  "flash_usage": 0.008285590702057723,
  "load_cpu": 39.17499999999999,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": 4.281658500000001,
  "energy_efficiency": null,
  "model_size": 333288,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 4391.36,
    "std": 521.0,
    "min": 3959.0,
    "max": 8189.0,
    "troughput": null,
    "latency_per_layers": [
      {
        "layer_name": " [Identity_int8]:31",
        "mean": 4391.36,
        "std": 0.0,
        "min": 4391.36,
        "max": 4391.36
      }
    ]
  },
  "preprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "accuracy": null
}