214323 - rpi4b tflite
Summary: Test completed with status: SUCCESS. Mean inference time: 16989 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-0002-0003",
"version_tag": "",
"date": "2026-07-21T22:07:53.",
"target": "rpi4b",
"inference_engine": "tflite",
"model_file_name": "DSCNN.tflite",
"benchmark_type": "TYPE1",
"nb_inference": 59,
"ram_size": 3923783680,
"ram_peak_usage": 0.22381009546377442,
"flash_size": 30700687360,
"flash_usage": 0.00014133885502686023,
"load_cpu": 73,
"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": 16989.2,
"std": 4315.0,
"min": 7470.0,
"max": 27197.0,
"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": 3744.97,
"std": 0.0,
"min": 3744.97,
"max": 3744.97
},
{
"layer_name": " Delegate/Softmax (NC F32):3",
"mean": 1.9661000000000002,
"std": 0.0,
"min": 1.9661000000000002,
"max": 1.9661000000000002
},
{
"layer_name": " Delegate/Fully Connected (NC F32) GEMM:2",
"mean": 2622.68,
"std": 0.0,
"min": 2622.68,
"max": 2622.68
},
{
"layer_name": " Delegate/Convolution (NHWC F32) DWConv:0",
"mean": 6901.799999999999,
"std": 0.0,
"min": 6901.799999999999,
"max": 6901.799999999999
},
{
"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": 988.305,
"std": 0.0,
"min": 988.305,
"max": 988.305
},
{
"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": 889.4069999999999,
"std": 0.0,
"min": 889.4069999999999,
"max": 889.4069999999999
},
{
"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": 881.915,
"std": 0.0,
"min": 881.915,
"max": 881.915
},
{
"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": 951.644,
"std": 0.0,
"min": 951.644,
"max": 951.644
},
{
"layer_name": " Delegate/Average Pooling (NHWC F32) Average Pooling:0",
"mean": 6.42373,
"std": 0.0,
"min": 6.42373,
"max": 6.42373
},
{
"layer_name": " Delegate/Copy (NC X32):1",
"mean": 0.08474580000000001,
"std": 0.0,
"min": 0.08474580000000001,
"max": 0.08474580000000001
}
]
},
"preprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"postprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"accuracy": null
}