1588 - STM32L4R9 tflite

1588 - STM32L4R9 tflite

Summary: Pipeline succeeded and valid report was generated.

Model Details

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

Logs Details

user.log
error.log

Report Details

report.json
{
  "GFLOPs": null,
  "accuracy": null,
  "ambiant_temperature": null,
  "benchmark_type": "TYPE1",
  "date": "2025-03-10T07:15:22.554450+00:00",
  "energy_efficiency": null,
  "flash_size": 2097152,
  "flash_usage": 25.986671447753906,
  "inference_engine": "tflite",
  "inference_latency": {
    "latency_per_layers": [
      {
        "layer_name": "FULLY_CONNECTED",
        "max": 1425,
        "mean": 1387.2,
        "min": 1338,
        "std": 24.044957891416654
      },
      {
        "layer_name": "SOFTMAX",
        "max": 99,
        "mean": 87.85,
        "min": 58,
        "std": 14.353658070331758
      }
    ],
    "max": 1524,
    "mean": 1475.55,
    "min": 1396,
    "std": 31.045893448248517,
    "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": 38,
    "mean": 36.5,
    "min": 36,
    "std": 0.5916079783099616
  },
  "ram_peak_usage": 18.21533203125,
  "ram_size": 655360,
  "target": "STM32L4R9",
  "target_id": null,
  "temperature": null,
  "version": 0,
  "version_tag": "v1.0.0"
}