214330 - rpi4b tflite
Summary: Test completed with status: SUCCESS. Mean inference time: 110 ms.
Model Details
- model name : DeepAutoEncoder_int8.tflite
Logs Details
user.log
[33mWarning: Permanently added '192.168.2.41' (ED25519) to the list of known hosts. [0m
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
[33mINFO: Created TensorFlow Lite XNNPACK delegate for CPU. [0m
End of command : benchmark_modelerror.log
Report Details
report.json
{
"version": 0,
"target_id": "rpi4b-0002-0003",
"version_tag": "",
"date": "2026-07-21T22:09:09.",
"target": "rpi4b",
"inference_engine": "tflite",
"model_file_name": "DeepAutoEncoder_int8.tflite",
"benchmark_type": "TYPE1",
"nb_inference": 6789,
"ram_size": 3923783680,
"ram_peak_usage": 0.21378874790569494,
"flash_size": 30700687360,
"flash_usage": 0.0009021817549299326,
"load_cpu": 27,
"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": 109.759,
"std": 11.0,
"min": 100.0,
"max": 334.0,
"troughput": null,
"latency_per_layers": [
{
"layer_name": " [functional_1/activation/Relu;functional_1/dense/BiasAdd]:0",
"mean": 29.1089,
"std": 0.0,
"min": 29.1089,
"max": 29.1089
},
{
"layer_name": " [functional_1/activation_1/Relu;functional_1/dense_1/BiasAdd]:1",
"mean": 7.45412,
"std": 0.0,
"min": 7.45412,
"max": 7.45412
},
{
"layer_name": " [functional_1/activation_2/Relu;functional_1/dense_2/BiasAdd]:2",
"mean": 7.37723,
"std": 0.0,
"min": 7.37723,
"max": 7.37723
},
{
"layer_name": " [functional_1/activation_3/Relu;functional_1/dense_3/BiasAdd]:3",
"mean": 7.353809999999999,
"std": 0.0,
"min": 7.353809999999999,
"max": 7.353809999999999
},
{
"layer_name": " [functional_1/activation_4/Relu;functional_1/dense_4/BiasAdd]:4",
"mean": 1.09074,
"std": 0.0,
"min": 1.09074,
"max": 1.09074
},
{
"layer_name": " [functional_1/activation_5/Relu;functional_1/dense_5/BiasAdd]:5",
"mean": 2.0352,
"std": 0.0,
"min": 2.0352,
"max": 2.0352
},
{
"layer_name": " [functional_1/activation_6/Relu;functional_1/dense_6/BiasAdd]:6",
"mean": 7.213579999999999,
"std": 0.0,
"min": 7.213579999999999,
"max": 7.213579999999999
},
{
"layer_name": " [functional_1/activation_7/Relu;functional_1/dense_7/BiasAdd]:7",
"mean": 7.16276,
"std": 0.0,
"min": 7.16276,
"max": 7.16276
},
{
"layer_name": " [functional_1/activation_8/Relu;functional_1/dense_8/BiasAdd]:8",
"mean": 7.22316,
"std": 0.0,
"min": 7.22316,
"max": 7.22316
},
{
"layer_name": " [Identity]:9",
"mean": 33.7397,
"std": 0.0,
"min": 33.7397,
"max": 33.7397
}
]
},
"preprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"postprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"accuracy": null
}