1590 - STM32L4R9 x-cube-ai

Start Benchmarking

{
  "GFLOPs": null,
  "accuracy": null,
  "ambiant_temperature": null,
  "benchmark_type": "TYPE1",
  "date": "2025-03-10T07:17:33.104770+00:00",
  "energy_efficiency": null,
  "flash_size": 2097152,
  "flash_usage": 3.56,
  "inference_engine": "x-cube-ai",
  "inference_latency": {
    "latency_per_layers": [
      {
        "layer_name": "0",
        "max": 23552,
        "mean": 23541.15,
        "min": 23530,
        "std": 9.572225446571974
      },
      {
        "layer_name": "1",
        "max": 43696,
        "mean": 43695.9,
        "min": 43695,
        "std": 0.3
      },
      {
        "layer_name": "2",
        "max": 206,
        "mean": 206,
        "min": 206,
        "std": 0
      },
      {
        "layer_name": "3",
        "max": 200,
        "mean": 199.25,
        "min": 199,
        "std": 0.4330127018922193
      }
    ],
    "max": 67677,
    "mean": 67675.35,
    "min": 67673,
    "std": 0.9630680142129111,
    "troughput": null
  },
  "load_accelerator": null,
  "load_cpu": 100,
  "model_file_name": "mnist7.onnx",
  "model_size": 26454,
  "nb_inference": 20,
  "nb_parameters_model": null,
  "postprocess_time": {
    "max": null,
    "mean": null,
    "min": null,
    "std": null
  },
  "power_consumption": null,
  "preprocess_time": {
    "max": 0,
    "mean": 0,
    "min": 0,
    "std": 0
  },
  "ram_peak_usage": 5.07,
  "ram_size": 655360,
  "target": "STM32L4R9",
  "target_id": null,
  "temperature": null,
  "version": 0,
  "version_tag": "v1.0.0"
}