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124250 - stm32l4r9 x-cube-ai

Summary: Pipeline succeeded and valid report was generated.

Model Details

  • model name : keypoint_classifier.tflite
  • model url : Download here

Logs Details

user.log
Start Benchmarking
error.log

Report Details

report.json
{
  "GFLOPs": null,
  "accuracy": null,
  "ambiant_temperature": null,
  "benchmark_type": "TYPE1",
  "date": "2026-04-14T22:28:45.",
  "energy_efficiency": null,
  "flash_size": 2097152,
  "flash_usage": 2.76,
  "inference_engine": "x-cube-ai",
  "inference_latency": {
    "latency_per_layers": [
      {
        "layer_name": "0",
        "max": 80.0,
        "mean": 80.0,
        "min": 80.0,
        "std": 0.0
      },
      {
        "layer_name": "1",
        "max": 5.0,
        "mean": 5.0,
        "min": 5.0,
        "std": 0.0
      },
      {
        "layer_name": "2",
        "max": 29.0,
        "mean": 28.05,
        "min": 28.0,
        "std": 0.21794494717703367
      },
      {
        "layer_name": "3",
        "max": 3.0,
        "mean": 3.0,
        "min": 3.0,
        "std": 0.0
      },
      {
        "layer_name": "4",
        "max": 16.0,
        "mean": 16.0,
        "min": 16.0,
        "std": 0.0
      },
      {
        "layer_name": "5",
        "max": 15.0,
        "mean": 10.7,
        "min": 9.0,
        "std": 1.8193405398660247
      }
    ],
    "max": 174.0,
    "mean": 169.95,
    "min": 168.0,
    "std": 1.774119499921017,
    "troughput": null
  },
  "load_accelerator": null,
  "load_cpu": 100,
  "model_file_name": "keypoint_classifier.tflite",
  "model_size": 6704,
  "nb_inference": 20,
  "nb_parameters_model": null,
  "postprocess_time": {
    "max": null,
    "mean": null,
    "min": null,
    "std": null
  },
  "power_consumption": null,
  "preprocess_time": {
    "max": 0.0,
    "mean": 0.0,
    "min": 0.0,
    "std": 0.0
  },
  "ram_peak_usage": 2.97,
  "ram_size": 655360,
  "target": "stm32l4r9",
  "target_id": "c-stm32l4r9-0000-0000",
  "temperature": null,
  "version": 0,
  "version_tag": ""
}