Skip to content

124166 - rpi5 tflite

Summary: Pipeline succeeded and valid report was generated.

Model Details

  • model name : st_yolo_lc_v1_256_int8.tflite
  • model url : Download here

Logs Details

user.log
Warning: Permanently added '192.168.99.10' (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": "2026-04-14T23:09:39.",
  "energy_efficiency": null,
  "flash_size": 62225408000,
  "flash_usage": 0.0005455134982803166,
  "inference_engine": "tflite",
  "inference_latency": {
    "latency_per_layers": [
      {
        "layer_name": " [tfl.quantize]:0",
        "max": 194.208,
        "mean": 194.208,
        "min": 194.208,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:0",
        "max": 353.151,
        "mean": 353.151,
        "min": 353.151,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:1",
        "max": 150.794,
        "mean": 150.794,
        "min": 150.794,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:2",
        "max": 120.974,
        "mean": 120.974,
        "min": 120.974,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:3",
        "max": 108.454,
        "mean": 108.454,
        "min": 108.454,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:4",
        "max": 25.0042,
        "mean": 25.0042,
        "min": 25.0042,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:5",
        "max": 60.848600000000005,
        "mean": 60.848600000000005,
        "min": 60.848600000000005,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:6",
        "max": 34.4444,
        "mean": 34.4444,
        "min": 34.4444,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:7",
        "max": 92.77499999999999,
        "mean": 92.77499999999999,
        "min": 92.77499999999999,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Max Pooling (NHWC S8):8",
        "max": 9.306939999999999,
        "mean": 9.306939999999999,
        "min": 9.306939999999999,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:9",
        "max": 32.6194,
        "mean": 32.6194,
        "min": 32.6194,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:10",
        "max": 45.7819,
        "mean": 45.7819,
        "min": 45.7819,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:11",
        "max": 15.375,
        "mean": 15.375,
        "min": 15.375,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:12",
        "max": 54.1514,
        "mean": 54.1514,
        "min": 54.1514,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:13",
        "max": 12.2556,
        "mean": 12.2556,
        "min": 12.2556,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convert (NC QS8 F32):14",
        "max": 2.375,
        "mean": 2.375,
        "min": 2.375,
        "std": 0.0
      }
    ],
    "max": 28987.0,
    "mean": 1312.52,
    "min": 837.0,
    "std": 1449.0,
    "troughput": null
  },
  "load_accelerator": null,
  "load_cpu": 71.0,
  "model_file_name": "st_yolo_lc_v1_256_int8.tflite",
  "model_size": 339448,
  "nb_inference": 720,
  "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": 0.24720637483439103,
  "ram_size": 4241702912,
  "target": "rpi5",
  "target_id": "rpi5-0002-0000",
  "temperature": null,
  "version": 0,
  "version_tag": ""
}