214494 - stm32mp257 tflite
Summary: Test completed with status: SUCCESS. Mean inference time: 17634 ms.
Model Details
- model name : Resnet.tflite
Logs Details
user.log
Run command : benchmark_model --graph=Resnet.tflite --enable_op_profiling=true --report_peak_memory_footprint=true --profiling_output_csv_file=log.csv --op_profiling_output_mode=csv --external_delegate_path=/usr/lib/libvx_delegate.so.2 --num_runs 20
[33mW [HandleLayoutInfer:332]Op 162: default layout inference pass. [0m
End of command : benchmark_modelerror.log
Report Details
report.json
{
"version": 0,
"target_id": "stm32mp257-0002-0000",
"version_tag": "",
"date": "2026-07-21T22:10:44.",
"target": "stm32mp257",
"inference_engine": "tflite",
"model_file_name": "Resnet.tflite",
"benchmark_type": "TYPE1",
"nb_inference": 57,
"ram_size": 3960655872,
"ram_peak_usage": 1.5039965582750836,
"flash_size": 4022501376,
"flash_usage": 0.007909108543708302,
"load_cpu": 26.207142857142856,
"load_accelerator": null,
"temperature": null,
"ambiant_temperature": null,
"power_consumption": 4.6716165,
"energy_efficiency": null,
"model_size": 318144,
"nb_parameters_model": null,
"GFLOPs": null,
"inference_latency": {
"mean": 17634.3,
"std": 1119.0,
"min": 16399.0,
"max": 21127.0,
"troughput": null,
"latency_per_layers": [
{
"layer_name": " [Identity]:16",
"mean": 17634.3,
"std": 0.0,
"min": 17634.3,
"max": 17634.3
}
]
},
"preprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"postprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"accuracy": null
}