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214309 - rpi4b tflite

Summary: Test completed with status: SUCCESS. Mean inference time: 1157 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
End of command : benchmark_model
error.log

Report Details

report.json
{
  "version": 0,
  "target_id": "rpi4b-0002-0002",
  "version_tag": "",
  "date": "2026-07-21T22:09:26.",
  "target": "rpi4b",
  "inference_engine": "tflite",
  "model_file_name": "Resnet.tflite",
  "benchmark_type": "TYPE1",
  "nb_inference": 751,
  "ram_size": 3976114176,
  "ram_peak_usage": 0.25053284586564145,
  "flash_size": 30700687360,
  "flash_usage": 0.0010362764724756964,
  "load_cpu": 90,
  "load_accelerator": null,
  "temperature": null,
  "ambiant_temperature": null,
  "power_consumption": 9.2145614,
  "energy_efficiency": null,
  "model_size": 318144,
  "nb_parameters_model": null,
  "GFLOPs": null,
  "inference_latency": {
    "mean": 1157.04,
    "std": 1470.0,
    "min": 761.0,
    "max": 30157.0,
    "troughput": null,
    "latency_per_layers": [
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        "min": 88.9654,
        "max": 88.9654
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      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:1",
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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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        "min": 7.11052,
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      {
        "layer_name": " Delegate/Unary Elementwise (NC):4",
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        "min": 9.35153,
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      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:5",
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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": 9.48602,
        "max": 9.48602
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      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:10",
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        "min": 133.851,
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      {
        "layer_name": " Delegate/Convolution (NHWC F32) IGEMM:11",
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      {
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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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    ]
  },
  "preprocess_time": {
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  "postprocess_time": {
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  "accuracy": null
}