Skip to content

214285 - rpi4b tflite

Summary: Test completed with status: SUCCESS. Mean inference time: 110 ms.

Model Details

  • model name : DeepAutoEncoder_int8.tflite

Logs Details

user.log
Warning: Permanently added '192.168.2.41' (ED25519) to the list of known hosts. 
Run command : benchmark_model --graph=DeepAutoEncoder_int8.tflite --num_threads=4  --enable_op_profiling=true --report_peak_memory_footprint=true  --profiling_output_csv_file=log.csv --op_profiling_output_mode=csv
INFO: Created TensorFlow Lite XNNPACK delegate for CPU. 
End of command : benchmark_model
error.log

Report Details

report.json
{
  "version": 0,
  "target_id": "rpi4b-0002-0001",
  "version_tag": "",
  "date": "2026-07-21T22:08:10.",
  "target": "rpi4b",
  "inference_engine": "tflite",
  "model_file_name": "DeepAutoEncoder_int8.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 6767,
  "ram_size": 3976114176,
  "ram_peak_usage": 0.21097502809738228,
  "flash_size": 30064766976,
  "flash_usage": 0.0009212644163219474,
  "load_cpu": 26,
  "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": 109.855,
    "std": 11.0,
    "min": 101.0,
    "max": 244.0,
    "troughput": null,
    "latency_per_layers": [
      {
        "layer_name": " [functional_1/activation/Relu;functional_1/dense/BiasAdd]:0",
        "mean": 29.0095,
        "std": 0.0,
        "min": 29.0095,
        "max": 29.0095
      },
      {
        "layer_name": " [functional_1/activation_1/Relu;functional_1/dense_1/BiasAdd]:1",
        "mean": 7.51278,
        "std": 0.0,
        "min": 7.51278,
        "max": 7.51278
      },
      {
        "layer_name": " [functional_1/activation_2/Relu;functional_1/dense_2/BiasAdd]:2",
        "mean": 7.194179999999999,
        "std": 0.0,
        "min": 7.194179999999999,
        "max": 7.194179999999999
      },
      {
        "layer_name": " [functional_1/activation_3/Relu;functional_1/dense_3/BiasAdd]:3",
        "mean": 7.26541,
        "std": 0.0,
        "min": 7.26541,
        "max": 7.26541
      },
      {
        "layer_name": " [functional_1/activation_4/Relu;functional_1/dense_4/BiasAdd]:4",
        "mean": 1.03694,
        "std": 0.0,
        "min": 1.03694,
        "max": 1.03694
      },
      {
        "layer_name": " [functional_1/activation_5/Relu;functional_1/dense_5/BiasAdd]:5",
        "mean": 1.91089,
        "std": 0.0,
        "min": 1.91089,
        "max": 1.91089
      },
      {
        "layer_name": " [functional_1/activation_6/Relu;functional_1/dense_6/BiasAdd]:6",
        "mean": 7.2321599999999995,
        "std": 0.0,
        "min": 7.2321599999999995,
        "max": 7.2321599999999995
      },
      {
        "layer_name": " [functional_1/activation_7/Relu;functional_1/dense_7/BiasAdd]:7",
        "mean": 7.2005300000000005,
        "std": 0.0,
        "min": 7.2005300000000005,
        "max": 7.2005300000000005
      },
      {
        "layer_name": " [functional_1/activation_8/Relu;functional_1/dense_8/BiasAdd]:8",
        "mean": 7.27235,
        "std": 0.0,
        "min": 7.27235,
        "max": 7.27235
      },
      {
        "layer_name": " [Identity]:9",
        "mean": 34.2202,
        "std": 0.0,
        "min": 34.2202,
        "max": 34.2202
      }
    ]
  },
  "preprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "postprocess_time": {
    "mean": null,
    "std": null,
    "min": null,
    "max": null
  },
  "accuracy": null
}