214278 - rpi4b tflite
Summary: Test completed with status: SUCCESS. Mean inference time: 16644 ms.
Model Details
- model name : DSCNN.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=DSCNN.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-0002-0001",
"version_tag": "",
"date": "2026-07-21T22:07:00.",
"target": "rpi4b",
"inference_engine": "tflite",
"model_file_name": "DSCNN.tflite",
"benchmark_type": "TYPE1",
"nb_inference": 60,
"ram_size": 3976114176,
"ram_peak_usage": 0.21756799772542548,
"flash_size": 30064766976,
"flash_usage": 0.0001443284095121669,
"load_cpu": 71,
"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": 16644.4,
"std": 5349.0,
"min": 1382.0,
"max": 31603.0,
"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": 3732.07,
"std": 0.0,
"min": 3732.07,
"max": 3732.07
},
{
"layer_name": " Delegate/Softmax (NC F32):3",
"mean": 2.0500000000000003,
"std": 0.0,
"min": 2.0500000000000003,
"max": 2.0500000000000003
},
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
"mean": 2639.02,
"std": 0.0,
"min": 2639.02,
"max": 2639.02
},
{
"layer_name": " Delegate/Convolution (NHWC F32) DWConv:0",
"mean": 6556.320000000001,
"std": 0.0,
"min": 6556.320000000001,
"max": 6556.320000000001
},
{
"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": 778.683,
"std": 0.0,
"min": 778.683,
"max": 778.683
},
{
"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": 1175.92,
"std": 0.0,
"min": 1175.92,
"max": 1175.92
},
{
"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": 851.467,
"std": 0.0,
"min": 851.467,
"max": 851.467
},
{
"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": 902.517,
"std": 0.0,
"min": 902.517,
"max": 902.517
},
{
"layer_name": " Delegate/Average Pooling (NHWC F32) Average Pooling:0",
"mean": 6.31667,
"std": 0.0,
"min": 6.31667,
"max": 6.31667
},
{
"layer_name": " Delegate/Copy (NC X32):1",
"mean": 0.0333333,
"std": 0.0,
"min": 0.0333333,
"max": 0.0333333
}
]
},
"preprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"postprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"accuracy": null
}