214409 - rpi5 tflite
Summary: Test completed with status: SUCCESS. Mean inference time: 105 ms.
Model Details
- model name : Resnet_int8.tflite
Logs Details
user.log
[33mWarning: Permanently added '192.168.2.13' (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": "rpi5-0002-0003",
"version_tag": "",
"date": "2026-07-21T22:09:54.",
"target": "rpi5",
"inference_engine": "tflite",
"model_file_name": "Resnet_int8.tflite",
"benchmark_type": "TYPE1",
"nb_inference": 8027,
"ram_size": 4241719296,
"ram_peak_usage": 0.1854040649841248,
"flash_size": 62006341632,
"flash_usage": 0.0001588482684312544,
"load_cpu": 78.22727272727273,
"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": 104.737,
"std": 443.0,
"min": 73.0,
"max": 19826.0,
"troughput": null,
"latency_per_layers": [
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:0",
"mean": 26.8106,
"std": 0.0,
"min": 26.8106,
"max": 26.8106
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:1",
"mean": 14.5425,
"std": 0.0,
"min": 14.5425,
"max": 14.5425
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:2",
"mean": 13.7623,
"std": 0.0,
"min": 13.7623,
"max": 13.7623
},
{
"layer_name": " Delegate/Add (ND QS8):3",
"mean": 4.18226,
"std": 0.0,
"min": 4.18226,
"max": 4.18226
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:4",
"mean": 7.28803,
"std": 0.0,
"min": 7.28803,
"max": 7.28803
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:5",
"mean": 11.3512,
"std": 0.0,
"min": 11.3512,
"max": 11.3512
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:6",
"mean": 3.12632,
"std": 0.0,
"min": 3.12632,
"max": 3.12632
},
{
"layer_name": " Delegate/Add (ND QS8):7",
"mean": 2.74224,
"std": 0.0,
"min": 2.74224,
"max": 2.74224
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:8",
"mean": 6.06403,
"std": 0.0,
"min": 6.06403,
"max": 6.06403
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:9",
"mean": 9.79706,
"std": 0.0,
"min": 9.79706,
"max": 9.79706
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:10",
"mean": 2.52784,
"std": 0.0,
"min": 2.52784,
"max": 2.52784
},
{
"layer_name": " Delegate/Add (ND QS8):11",
"mean": 1.2239900000000001,
"std": 0.0,
"min": 1.2239900000000001,
"max": 1.2239900000000001
},
{
"layer_name": " [model/average_pooling2d/AvgPool]:12",
"mean": 1.08172,
"std": 0.0,
"min": 1.08172,
"max": 1.08172
},
{
"layer_name": " Delegate/Copy (NC X8):0",
"mean": 0.0,
"std": 0.0,
"min": 0.0,
"max": 0.0
},
{
"layer_name": " Delegate/Fully Connected (NC QS8) GEMM:1",
"mean": 0.0007474770000000001,
"std": 0.0,
"min": 0.0007474770000000001,
"max": 0.0007474770000000001
},
{
"layer_name": " [Identity_int8]:15",
"mean": 0.236203,
"std": 0.0,
"min": 0.236203,
"max": 0.236203
}
]
},
"preprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"postprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"accuracy": null
}