214387 - rpi5 tflite

Warning: Permanently added '192.168.2.12' (ED25519) to the list of known hosts.
 
INFO: Created TensorFlow Lite XNNPACK delegate for CPU. 

{
  "version": 0,
  "target_id": "rpi5-0002-0002",
  "version_tag": "",
  "date": "2026-07-21T22:08:58.",
  "target": "rpi5",
  "inference_engine": "tflite",
  "model_file_name": "DSCNN_int8.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 14116,
  "ram_size": 4241719296,
  "ram_peak_usage": 0.1730437939851831,
  "flash_size": 62006341632,
  "flash_usage": 8.698465121536038e-05,
  "load_cpu": 74.72727272727273,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": null,
  "energy_efficiency": null,
  "model_size": 53936,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 54.1716,
    "std": 329.0,
    "min": 35.0,
    "max": 15909.0,
    "troughput": null,
    "latency_per_layers": [
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:0",
        "mean": 20.5393,
        "std": 0.0,
        "min": 20.5393,
        "max": 20.5393
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:1",
        "mean": 4.538819999999999,
        "std": 0.0,
        "min": 4.538819999999999,
        "max": 4.538819999999999
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:2",
        "mean": 4.327850000000001,
        "std": 0.0,
        "min": 4.327850000000001,
        "max": 4.327850000000001
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:3",
        "mean": 3.79959,
        "std": 0.0,
        "min": 3.79959,
        "max": 3.79959
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:4",
        "mean": 4.34387,
        "std": 0.0,
        "min": 4.34387,
        "max": 4.34387
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:5",
        "mean": 3.6623699999999997,
        "std": 0.0,
        "min": 3.6623699999999997,
        "max": 3.6623699999999997
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:6",
        "mean": 4.12815,
        "std": 0.0,
        "min": 4.12815,
        "max": 4.12815
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) DWConv:7",
        "mean": 3.52862,
        "std": 0.0,
        "min": 3.52862,
        "max": 3.52862
      },
      {
        "layer_name": " Delegate/Convolution (NHWC QC8) GEMM:8",
        "mean": 3.30674,
        "std": 0.0,
        "min": 3.30674,
        "max": 3.30674
      },
      {
        "layer_name": " [functional_1/average_pooling2d/AvgPool]:9",
        "mean": 1.76424,
        "std": 0.0,
        "min": 1.76424,
        "max": 1.76424
      },
      {
        "layer_name": " Delegate/Copy (NC X8):0",
        "mean": 7.08416e-05,
        "std": 0.0,
        "min": 7.08416e-05,
        "max": 7.08416e-05
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:1",
        "mean": 0.00042505,
        "std": 0.0,
        "min": 0.00042505,
        "max": 0.00042505
      },
      {
        "layer_name": " [Identity]:12",
        "mean": 0.23158099999999998,
        "std": 0.0,
        "min": 0.23158099999999998,
        "max": 0.23158099999999998
      }
    ]
  },
  "preprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "accuracy": null
}