124120 - rpi5 tflite

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

{
  "GFLOPs": null,
  "accuracy": null,
  "ambiant_temperature": null,
  "benchmark_type": "TYPE1",
  "date": "2026-04-14T22:56:07.",
  "energy_efficiency": null,
  "flash_size": 62416101376,
  "flash_usage": 0.0005438468480354706,
  "inference_engine": "tflite",
  "inference_latency": {
    "latency_per_layers": [
      {
        "layer_name": " [tfl.quantize]:0",
        "max": 149.828,
        "mean": 149.828,
        "min": 149.828,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:0",
        "max": 264.962,
        "mean": 264.962,
        "min": 264.962,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:1",
        "max": 111.563,
        "mean": 111.563,
        "min": 111.563,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:2",
        "max": 92.5425,
        "mean": 92.5425,
        "min": 92.5425,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:3",
        "max": 90.3591,
        "mean": 90.3591,
        "min": 90.3591,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:4",
        "max": 22.4776,
        "mean": 22.4776,
        "min": 22.4776,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:5",
        "max": 51.698,
        "mean": 51.698,
        "min": 51.698,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:6",
        "max": 31.2573,
        "mean": 31.2573,
        "min": 31.2573,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:7",
        "max": 78.5872,
        "mean": 78.5872,
        "min": 78.5872,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Max Pooling (NHWC S8):8",
        "max": 11.1477,
        "mean": 11.1477,
        "min": 11.1477,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:9",
        "max": 29.1174,
        "mean": 29.1174,
        "min": 29.1174,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:10",
        "max": 43.204699999999995,
        "mean": 43.204699999999995,
        "min": 43.204699999999995,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:11",
        "max": 16.8289,
        "mean": 16.8289,
        "min": 16.8289,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:12",
        "max": 45.051500000000004,
        "mean": 45.051500000000004,
        "min": 45.051500000000004,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:13",
        "max": 14.557,
        "mean": 14.557,
        "min": 14.557,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convert (NC QS8 F32):14",
        "max": 3.88367,
        "mean": 3.88367,
        "min": 3.88367,
        "std": 0.0
      }
    ],
    "max": 27185.0,
    "mean": 1057.06,
    "min": 772.0,
    "std": 1731.0,
    "troughput": null
  },
  "load_accelerator": null,
  "load_cpu": 70.2,
  "model_file_name": "st_yolo_lc_v1_256_int8.tflite",
  "model_size": 339448,
  "nb_inference": 894,
  "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": 0.24720541997883305,
  "ram_size": 4241719296,
  "target": "rpi5",
  "target_id": "0000019c71638acf37948e8933e2246c7ee24eb06307d06986d991b6e014d767",
  "temperature": null,
  "version": 0,
  "version_tag": ""
}