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214466 - stm32l4r9 tflite

Summary: Test completed with status: SUCCESS. Mean inference time: 90933 ms.

Model Details

  • model name : DSCNN_int8.tflite

Logs Details

user.log
error.log

Report Details

report.json
{
  "version": 0,
  "target_id": "stm32l4r9-0002-0000",
  "version_tag": "",
  "date": "2026-07-21T22:22:47.",
  "target": "stm32l4r9",
  "inference_engine": "tflite",
  "model_file_name": "DSCNN_int8.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 20,
  "ram_size": 655360,
  "ram_peak_usage": 17.59033203125,
  "flash_size": 2097152,
  "flash_usage": 20.686721801757812,
  "load_cpu": 100,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": 0.2729181,
  "energy_efficiency": null,
  "model_size": 53936,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 90932.95,
    "std": 14.820509437937686,
    "min": 90908.0,
    "max": 90958.0,
    "troughput": null,
    "latency_per_layers": [
      {
        "layer_name": "CONV_2D",
        "mean": 59318.9,
        "std": 1.2206555615733705,
        "min": 59317.0,
        "max": 59321.0
      },
      {
        "layer_name": "DEPTHWISE_CONV_2D",
        "mean": 30874.45,
        "std": 6.829897510211995,
        "min": 30858.0,
        "max": 30883.0
      },
      {
        "layer_name": "AVERAGE_POOL_2D",
        "mean": 642.55,
        "std": 0.49749371855330987,
        "min": 642.0,
        "max": 643.0
      },
      {
        "layer_name": "RESHAPE",
        "mean": 7.05,
        "std": 0.21794494717703367,
        "min": 7.0,
        "max": 8.0
      },
      {
        "layer_name": "FULLY_CONNECTED",
        "mean": 40.05,
        "std": 0.21794494717703367,
        "min": 40.0,
        "max": 41.0
      },
      {
        "layer_name": "SOFTMAX",
        "mean": 47.55,
        "std": 13.85812036316614,
        "min": 31.0,
        "max": 69.0
      }
    ]
  },
  "preprocess_time": {
    "mean": 102.9,
    "std": 0.5385164807134505,
    "min": 102.0,
    "max": 104.0
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "accuracy": null
}