1608 - rpi5 tflite

Summary: Pipeline succeeded and valid report was generated.

Model Details

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

Logs Details

user.log
Warning: Permanently added '192.168.2.10' (ED25519) to the list of known hosts.
 
INFO: Created TensorFlow Lite XNNPACK delegate for CPU. 
error.log

Report Details

report.json
{
  "GFLOPs": null,
  "accuracy": null,
  "ambiant_temperature": null,
  "benchmark_type": "TYPE1",
  "date": "2025-03-10T07:15:07.770427+00:00",
  "energy_efficiency": null,
  "flash_size": 62416101376,
  "flash_usage": 1.0740818237932747e-05,
  "inference_engine": "tflite",
  "inference_latency": {
    "latency_per_layers": [
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:0",
        "max": 0.000810384,
        "mean": 0.000810384,
        "min": 0.000810384,
        "std": 0
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:1",
        "max": 0.000146058,
        "mean": 0.000146058,
        "min": 0.000146058,
        "std": 0
      },
      {
        "layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
        "max": 0.000146058,
        "mean": 0.000146058,
        "min": 0.000146058,
        "std": 0
      },
      {
        "layer_name": " Delegate/Softmax (NC F32):3",
        "max": 0.000174327,
        "mean": 0.000174327,
        "min": 0.000174327,
        "std": 0
      }
    ],
    "max": 14,
    "mean": 0.00127683,
    "min": 0,
    "std": 0,
    "troughput": null
  },
  "load_accelerator": null,
  "load_cpu": 24.972916666666666,
  "model_file_name": "keypoint_classifier.tflite",
  "model_size": 6704,
  "nb_inference": 212245,
  "nb_parameters_model": null,
  "postprocess_time": {
    "max": null,
    "mean": null,
    "min": null,
    "std": null
  },
  "power_consumption": null,
  "preprocess_time": {
    "max": null,
    "mean": null,
    "min": null,
    "std": null
  },
  "ram_peak_usage": 0.1730437939851831,
  "ram_size": 4241719296,
  "target": "rpi5",
  "target_id": null,
  "temperature": null,
  "version": 0,
  "version_tag": "v1.0.0"
}