123960 - 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": "2026-04-14T22:17:15.",
  "energy_efficiency": null,
  "flash_size": 124725649408,
  "flash_usage": 0.00027215572868224134,
  "inference_engine": "tflite",
  "inference_latency": {
    "latency_per_layers": [
      {
        "layer_name": " [tfl.quantize]:0",
        "max": 148.703,
        "mean": 148.703,
        "min": 148.703,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:0",
        "max": 309.896,
        "mean": 309.896,
        "min": 309.896,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:1",
        "max": 114.483,
        "mean": 114.483,
        "min": 114.483,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:2",
        "max": 84.60629999999999,
        "mean": 84.60629999999999,
        "min": 84.60629999999999,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:3",
        "max": 79.0651,
        "mean": 79.0651,
        "min": 79.0651,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:4",
        "max": 15.821000000000002,
        "mean": 15.821000000000002,
        "min": 15.821000000000002,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:5",
        "max": 41.0315,
        "mean": 41.0315,
        "min": 41.0315,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:6",
        "max": 22.5271,
        "mean": 22.5271,
        "min": 22.5271,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:7",
        "max": 71.83730000000001,
        "mean": 71.83730000000001,
        "min": 71.83730000000001,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Max Pooling (NHWC S8):8",
        "max": 4.77874,
        "mean": 4.77874,
        "min": 4.77874,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:9",
        "max": 28.8221,
        "mean": 28.8221,
        "min": 28.8221,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:10",
        "max": 35.385,
        "mean": 35.385,
        "min": 35.385,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:11",
        "max": 11.2516,
        "mean": 11.2516,
        "min": 11.2516,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:12",
        "max": 39.7918,
        "mean": 39.7918,
        "min": 39.7918,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:13",
        "max": 9.39154,
        "mean": 9.39154,
        "min": 9.39154,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convert (NC QS8 F32):14",
        "max": 1.97614,
        "mean": 1.97614,
        "min": 1.97614,
        "std": 0.0
      }
    ],
    "max": 9216.0,
    "mean": 1019.37,
    "min": 773.0,
    "std": 889.0,
    "troughput": null
  },
  "load_accelerator": null,
  "load_cpu": 73.775,
  "model_file_name": "st_yolo_lc_v1_256_int8.tflite",
  "model_size": 339448,
  "nb_inference": 922,
  "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": 0.2595656909777747,
  "ram_size": 4241719296,
  "target": "rpi5",
  "target_id": "rpi5-0000-0000",
  "temperature": null,
  "version": 0,
  "version_tag": ""
}