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214411 - rpi5 tflite

Summary: Test completed with status: SUCCESS. Mean inference time: 17 ms.

Model Details

  • model name : DeepAutoEncoder_int8.tflite

Logs Details

user.log
Warning: Permanently added '192.168.2.13' (ED25519) to the list of known hosts.
 
INFO: Created TensorFlow Lite XNNPACK delegate for CPU. 
error.log

Report Details

report.json
{
  "version": 0,
  "target_id": "rpi5-0002-0003",
  "version_tag": "",
  "date": "2026-07-21T22:10:12.",
  "target": "rpi5",
  "inference_engine": "tflite",
  "model_file_name": "DeepAutoEncoder_int8.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 35415,
  "ram_size": 4241719296,
  "ram_peak_usage": 0.1854040649841248,
  "flash_size": 62006341632,
  "flash_usage": 0.0004466897944791171,
  "load_cpu": 67.5,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": null,
  "energy_efficiency": null,
  "model_size": 276976,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 17.1533,
    "std": 253.0,
    "min": 6.0,
    "max": 15172.0,
    "troughput": null,
    "latency_per_layers": [
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:0",
        "mean": 5.08578,
        "std": 0.0,
        "min": 5.08578,
        "max": 5.08578
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:1",
        "mean": 1.6871399999999999,
        "std": 0.0,
        "min": 1.6871399999999999,
        "max": 1.6871399999999999
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:2",
        "mean": 1.61096,
        "std": 0.0,
        "min": 1.61096,
        "max": 1.61096
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:3",
        "mean": 1.6242800000000002,
        "std": 0.0,
        "min": 1.6242800000000002,
        "max": 1.6242800000000002
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:4",
        "mean": 0.00048002299999999994,
        "std": 0.0,
        "min": 0.00048002299999999994,
        "max": 0.00048002299999999994
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:5",
        "mean": 1.37021,
        "std": 0.0,
        "min": 1.37021,
        "max": 1.37021
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:6",
        "mean": 1.64244,
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        "min": 1.64244,
        "max": 1.64244
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:7",
        "mean": 1.48719,
        "std": 0.0,
        "min": 1.48719,
        "max": 1.48719
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:8",
        "mean": 1.5106600000000001,
        "std": 0.0,
        "min": 1.5106600000000001,
        "max": 1.5106600000000001
      },
      {
        "layer_name": " Delegate/Fully Connected (NC QS8) GEMM:9",
        "mean": 1.13415,
        "std": 0.0,
        "min": 1.13415,
        "max": 1.13415
      }
    ]
  },
  "preprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
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  },
  "accuracy": null
}