Skip to content

124007 - rpi5 tflite

Summary: Pipeline succeeded and valid report was generated.

Model Details

  • model name : tiny_yolo_v2_416_int8.tflite
  • model url : Download here

Logs Details

user.log
Warning: Permanently added '192.168.2.12' (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": "2026-04-14T22:28:42.",
  "energy_efficiency": null,
  "flash_size": 62006341632,
  "flash_usage": 0.017910116461811645,
  "inference_engine": "tflite",
  "inference_latency": {
    "latency_per_layers": [
      {
        "layer_name": " [tfl.quantize]:0",
        "max": 394.76,
        "mean": 394.76,
        "min": 394.76,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:0",
        "max": 2673.62,
        "mean": 2673.62,
        "min": 2673.62,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Leaky ReLU (NC QS8):1",
        "max": 655.12,
        "mean": 655.12,
        "min": 655.12,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Max Pooling (NHWC S8):2",
        "max": 1022.02,
        "mean": 1022.02,
        "min": 1022.02,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:3",
        "max": 1353.26,
        "mean": 1353.26,
        "min": 1353.26,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Leaky ReLU (NC QS8):4",
        "max": 286.24,
        "mean": 286.24,
        "min": 286.24,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Max Pooling (NHWC S8):5",
        "max": 367.96000000000004,
        "mean": 367.96000000000004,
        "min": 367.96000000000004,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:6",
        "max": 1177.8999999999999,
        "mean": 1177.8999999999999,
        "min": 1177.8999999999999,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Leaky ReLU (NC QS8):7",
        "max": 200.64000000000001,
        "mean": 200.64000000000001,
        "min": 200.64000000000001,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Max Pooling (NHWC S8):8",
        "max": 108.16000000000001,
        "mean": 108.16000000000001,
        "min": 108.16000000000001,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:9",
        "max": 835.26,
        "mean": 835.26,
        "min": 835.26,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Leaky ReLU (NC QS8):10",
        "max": 22.5,
        "mean": 22.5,
        "min": 22.5,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Max Pooling (NHWC S8):11",
        "max": 13.32,
        "mean": 13.32,
        "min": 13.32,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:12",
        "max": 980.22,
        "mean": 980.22,
        "min": 980.22,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Leaky ReLU (NC QS8):13",
        "max": 18.939999999999998,
        "mean": 18.939999999999998,
        "min": 18.939999999999998,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Max Pooling (NHWC S8):14",
        "max": 5.62,
        "mean": 5.62,
        "min": 5.62,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:15",
        "max": 1247.56,
        "mean": 1247.56,
        "min": 1247.56,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Leaky ReLU (NC QS8):16",
        "max": 22.2,
        "mean": 22.2,
        "min": 22.2,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Max Pooling (NHWC S8):17",
        "max": 10.3,
        "mean": 10.3,
        "min": 10.3,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:18",
        "max": 7509.44,
        "mean": 7509.44,
        "min": 7509.44,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Leaky ReLU (NC QS8):19",
        "max": 98.58,
        "mean": 98.58,
        "min": 98.58,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:20",
        "max": 7217.46,
        "mean": 7217.46,
        "min": 7217.46,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Leaky ReLU (NC QS8):21",
        "max": 46.14,
        "mean": 46.14,
        "min": 46.14,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:22",
        "max": 15.360000000000001,
        "mean": 15.360000000000001,
        "min": 15.360000000000001,
        "std": 0.0
      },
      {
        "layer_name": " Delegate/Convert (NC QS8 F32):23",
        "max": 2.5799999999999996,
        "mean": 2.5799999999999996,
        "min": 2.5799999999999996,
        "std": 0.0
      }
    ],
    "max": 36208.0,
    "mean": 26285.2,
    "min": 21360.0,
    "std": 4506.0,
    "troughput": null
  },
  "load_accelerator": null,
  "load_cpu": 75.91666666666667,
  "model_file_name": "tiny_yolo_v2_416_int8.tflite",
  "model_size": 11105408,
  "nb_inference": 50,
  "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": 1.2483873708931068,
  "ram_size": 4241719296,
  "target": "rpi5",
  "target_id": "rpi5-0000-0001",
  "temperature": null,
  "version": 0,
  "version_tag": ""
}