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214327 - rpi4b tflite

Summary: Test completed with status: SUCCESS. Mean inference time: 1176 ms.

Model Details

  • model name : Resnet.tflite

Logs Details

user.log
Warning: Permanently added '192.168.2.41' (ED25519) to the list of known hosts. 
Run command : benchmark_model --graph=Resnet.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-0002-0003",
  "version_tag": "",
  "date": "2026-07-21T22:08:36.",
  "target": "rpi4b",
  "inference_engine": "tflite",
  "model_file_name": "Resnet.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 696,
  "ram_size": 3923783680,
  "ram_peak_usage": 0.25053368895198624,
  "flash_size": 30700687360,
  "flash_usage": 0.0010362764724756964,
  "load_cpu": 89,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": null,
  "energy_efficiency": null,
  "model_size": 318144,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 1175.83,
    "std": 2372.0,
    "min": 780.0,
    "max": 36907.0,
    "troughput": null,
    "latency_per_layers": [
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      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:1",
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        "min": 168.973,
        "max": 168.973
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      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:2",
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      {
        "layer_name": " Delegate/Binary Elementwise (ND):3",
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      {
        "layer_name": " Delegate/Unary Elementwise (NC):4",
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        "min": 35.7716,
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      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:5",
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      {
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      {
        "layer_name": " Delegate/Binary Elementwise (ND):8",
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      {
        "layer_name": " Delegate/Unary Elementwise (NC):9",
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        "min": 1.9727,
        "max": 1.9727
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      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:10",
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      {
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      {
        "layer_name": " Delegate/Average Pooling (NHWC F32) Average Pooling:15",
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      {
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      {
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    ]
  },
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  "postprocess_time": {
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  "accuracy": null
}