Skip to content

214468 - stm32l4r9 tflite

Summary: Test completed with status: SUCCESS. Mean inference time: 310671 ms.

Model Details

  • model name : MobileNetV1_int8.tflite

Logs Details

user.log
error.log

Report Details

report.json
{
  "version": 0,
  "target_id": "stm32l4r9-0002-0000",
  "version_tag": "",
  "date": "2026-07-21T22:24:36.",
  "target": "stm32l4r9",
  "inference_engine": "tflite",
  "model_file_name": "MobileNetV1_int8.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 20,
  "ram_size": 655360,
  "ram_peak_usage": 21.744384765625,
  "flash_size": 2097152,
  "flash_usage": 34.22260284423828,
  "load_cpu": 100,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": 0.2649075,
  "energy_efficiency": null,
  "model_size": 333288,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 310671.05,
    "std": 14.592720788118985,
    "min": 310632.0,
    "max": 310697.0,
    "troughput": null,
    "latency_per_layers": [
      {
        "layer_name": "CONV_2D",
        "mean": 212481.6,
        "std": 9.350935782048767,
        "min": 212466.0,
        "max": 212497.0
      },
      {
        "layer_name": "DEPTHWISE_CONV_2D",
        "mean": 97893.9,
        "std": 12.473572062564918,
        "min": 97852.0,
        "max": 97908.0
      },
      {
        "layer_name": "AVERAGE_POOL_2D",
        "mean": 224.25,
        "std": 0.4330127018922193,
        "min": 224.0,
        "max": 225.0
      },
      {
        "layer_name": "RESHAPE",
        "mean": 15.0,
        "std": 0.0,
        "min": 15.0,
        "max": 15.0
      },
      {
        "layer_name": "FULLY_CONNECTED",
        "mean": 28.0,
        "std": 0.0,
        "min": 28.0,
        "max": 28.0
      },
      {
        "layer_name": "SOFTMAX",
        "mean": 26.0,
        "std": 0.0,
        "min": 26.0,
        "max": 26.0
      }
    ]
  },
  "preprocess_time": {
    "mean": 5717.2,
    "std": 0.39999999999999997,
    "min": 5717.0,
    "max": 5718.0
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "accuracy": null
}