214391 - rpi5 tflite
Summary: Test completed with status: SUCCESS. Mean inference time: 111 ms.
Model Details
- model name : Resnet_int8.tflite
Logs Details
user.log
[33mWarning: Permanently added '192.168.2.12' (ED25519) to the list of known hosts.
[0m
[33mINFO: Created TensorFlow Lite XNNPACK delegate for CPU. [0merror.log
Report Details
report.json
{
"version": 0,
"target_id": "rpi5-0002-0002",
"version_tag": "",
"date": "2026-07-21T22:09:35.",
"target": "rpi5",
"inference_engine": "tflite",
"model_file_name": "Resnet_int8.tflite",
"benchmark_type": "TYPE1",
"nb_inference": 7622,
"ram_size": 4241719296,
"ram_peak_usage": 0.19776433598306642,
"flash_size": 62006341632,
"flash_usage": 0.0001588482684312544,
"load_cpu": 79.75,
"load_accelerator": null,
"temperature": null,
"ambiant_temperature": null,
"power_consumption": null,
"energy_efficiency": null,
"model_size": 98496,
"nb_parameters_model": null,
"GFLOPs": null,
"inference_latency": {
"mean": 111.376,
"std": 527.0,
"min": 73.0,
"max": 21219.0,
"troughput": null,
"latency_per_layers": [
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:0",
"mean": 26.6921,
"std": 0.0,
"min": 26.6921,
"max": 26.6921
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:1",
"mean": 14.5419,
"std": 0.0,
"min": 14.5419,
"max": 14.5419
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:2",
"mean": 14.3974,
"std": 0.0,
"min": 14.3974,
"max": 14.3974
},
{
"layer_name": " Delegate/Add (ND QS8):3",
"mean": 4.9731000000000005,
"std": 0.0,
"min": 4.9731000000000005,
"max": 4.9731000000000005
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:4",
"mean": 8.05838,
"std": 0.0,
"min": 8.05838,
"max": 8.05838
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:5",
"mean": 11.9542,
"std": 0.0,
"min": 11.9542,
"max": 11.9542
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:6",
"mean": 3.8649999999999998,
"std": 0.0,
"min": 3.8649999999999998,
"max": 3.8649999999999998
},
{
"layer_name": " Delegate/Add (ND QS8):7",
"mean": 3.56271,
"std": 0.0,
"min": 3.56271,
"max": 3.56271
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:8",
"mean": 6.98124,
"std": 0.0,
"min": 6.98124,
"max": 6.98124
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:9",
"mean": 10.7119,
"std": 0.0,
"min": 10.7119,
"max": 10.7119
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:10",
"mean": 3.27657,
"std": 0.0,
"min": 3.27657,
"max": 3.27657
},
{
"layer_name": " Delegate/Add (ND QS8):11",
"mean": 1.0451300000000001,
"std": 0.0,
"min": 1.0451300000000001,
"max": 1.0451300000000001
},
{
"layer_name": " [model/average_pooling2d/AvgPool]:12",
"mean": 1.08856,
"std": 0.0,
"min": 1.08856,
"max": 1.08856
},
{
"layer_name": " Delegate/Copy (NC X8):0",
"mean": 0.000655996,
"std": 0.0,
"min": 0.000655996,
"max": 0.000655996
},
{
"layer_name": " Delegate/Fully Connected (NC QS8) GEMM:1",
"mean": 0.0015743900000000002,
"std": 0.0,
"min": 0.0015743900000000002,
"max": 0.0015743900000000002
},
{
"layer_name": " [Identity_int8]:15",
"mean": 0.22592500000000001,
"std": 0.0,
"min": 0.22592500000000001,
"max": 0.22592500000000001
}
]
},
"preprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"postprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"accuracy": null
}