214350 - rpi5 tflite
Summary: Test completed with status: SUCCESS. Mean inference time: 355 ms.
Model Details
- model name : DSCNN.tflite
Logs Details
user.log
[33mWarning: Permanently added '192.168.2.10' (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": "rpi5-0002-0000",
"version_tag": "",
"date": "2026-07-21T22:09:15.",
"target": "rpi5",
"inference_engine": "tflite",
"model_file_name": "DSCNN.tflite",
"benchmark_type": "TYPE1",
"nb_inference": 2650,
"ram_size": 4241719296,
"ram_peak_usage": 0.1730437939851831,
"flash_size": 62416101376,
"flash_usage": 6.952052281926875e-05,
"load_cpu": 86.77777777777777,
"load_accelerator": null,
"temperature": null,
"ambiant_temperature": null,
"power_consumption": null,
"energy_efficiency": null,
"model_size": 43392,
"nb_parameters_model": null,
"GFLOPs": null,
"inference_latency": {
"mean": 354.544,
"std": 552.0,
"min": 217.0,
"max": 6929.0,
"troughput": null,
"latency_per_layers": [
{
"layer_name": " [functional_1/activation/Relu;functional_1/batch_normalization/FusedBatchNormV3;functional_1/conv2d/BiasAdd/ReadVariableOp/resource;functional_1/conv2d/BiasAdd;functional_1/conv2d_4/Conv2D;functional_1/conv2d/Conv2D1]:0",
"mean": 37.326,
"std": 0.0,
"min": 37.326,
"max": 37.326
},
{
"layer_name": " Delegate/Softmax (NC F32):3",
"mean": 0.0026415099999999997,
"std": 0.0,
"min": 0.0026415099999999997,
"max": 0.0026415099999999997
},
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
"mean": 0.0177358,
"std": 0.0,
"min": 0.0177358,
"max": 0.0177358
},
{
"layer_name": " Delegate/Convolution (NHWC F32) DWConv:0",
"mean": 135.03560000000002,
"std": 0.0,
"min": 135.03560000000002,
"max": 135.03560000000002
},
{
"layer_name": " [functional_1/activation_2/Relu;functional_1/batch_normalization_2/FusedBatchNormV3;functional_1/conv2d_1/BiasAdd/ReadVariableOp/resource;functional_1/conv2d_1/BiasAdd;functional_1/conv2d_4/Conv2D;functional_1/conv2d_1/Conv2D1]:2",
"mean": 42.6011,
"std": 0.0,
"min": 42.6011,
"max": 42.6011
},
{
"layer_name": " [functional_1/activation_4/Relu;functional_1/batch_normalization_4/FusedBatchNormV3;functional_1/conv2d_2/BiasAdd/ReadVariableOp/resource;functional_1/conv2d_2/BiasAdd;functional_1/conv2d_4/Conv2D;functional_1/conv2d_2/Conv2D1]:4",
"mean": 50.52,
"std": 0.0,
"min": 50.52,
"max": 50.52
},
{
"layer_name": " [functional_1/activation_6/Relu;functional_1/batch_normalization_6/FusedBatchNormV3;functional_1/conv2d_3/BiasAdd/ReadVariableOp/resource;functional_1/conv2d_3/BiasAdd;functional_1/conv2d_4/Conv2D;functional_1/conv2d_3/Conv2D1]:6",
"mean": 43.3732,
"std": 0.0,
"min": 43.3732,
"max": 43.3732
},
{
"layer_name": " [functional_1/activation_8/Relu;functional_1/batch_normalization_8/FusedBatchNormV3;functional_1/conv2d_4/BiasAdd/ReadVariableOp/resource;functional_1/conv2d_4/BiasAdd;functional_1/conv2d_4/Conv2D1]:8",
"mean": 45.6325,
"std": 0.0,
"min": 45.6325,
"max": 45.6325
},
{
"layer_name": " Delegate/Average Pooling (NHWC F32) Average Pooling:0",
"mean": 0.0354717,
"std": 0.0,
"min": 0.0354717,
"max": 0.0354717
},
{
"layer_name": " Delegate/Copy (NC X32):1",
"mean": 0.0,
"std": 0.0,
"min": 0.0,
"max": 0.0
}
]
},
"preprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"postprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"accuracy": null
}