123844 - rpi4b tflite
123844 - rpi4b tflite
Summary: Pipeline succeeded and valid report was generated.
Model Details
- model name : yamnet_256_64x96_tl_int8.tflite
- model url : Download here
Logs Details
user.log
[33mWarning: Permanently added '192.168.2.41' (ED25519) to the list of known hosts. [0m
Run command : benchmark_model --graph=yamnet_256_64x96_tl_int8.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
{
"GFLOPs": null,
"accuracy": null,
"ambiant_temperature": null,
"benchmark_type": "TYPE1",
"date": "2026-04-14T22:43:00.",
"energy_efficiency": null,
"flash_size": 30064766976,
"flash_usage": 0.0006142206262480362,
"inference_engine": "tflite",
"inference_latency": {
"latency_per_layers": [
{
"layer_name": " [model_1/permute/transpose]:0",
"max": 56.6652,
"mean": 56.6652,
"min": 56.6652,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/model_2/layer1/relu/Relu;model_1/sequential_2/model_2/layer1/conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer2/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer2/depthwise_conv/depthwise;model_1/sequential_2/model_2/layer1/conv/Conv2D]:1",
"max": 794.95,
"mean": 794.95,
"min": 794.95,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/model_2/layer2/depthwise_conv/relu/Relu;model_1/sequential_2/model_2/layer2/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer2/depthwise_conv/depthwise]:2",
"max": 146.385,
"mean": 146.385,
"min": 146.385,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/model_2/layer2/pointwise_conv/relu/Relu;model_1/sequential_2/model_2/layer2/pointwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer3/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer3/depthwise_conv/depthwise;model_1/sequential_2/model_2/layer2/pointwise_conv/Conv2D]:3",
"max": 338.80100000000004,
"mean": 338.80100000000004,
"min": 338.80100000000004,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/model_2/layer3/depthwise_conv/relu/Relu;model_1/sequential_2/model_2/layer3/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer3/depthwise_conv/depthwise]:4",
"max": 139.756,
"mean": 139.756,
"min": 139.756,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/model_2/layer3/pointwise_conv/relu/Relu;model_1/sequential_2/model_2/layer3/pointwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer5/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer5/depthwise_conv/depthwise;model_1/sequential_2/model_2/layer3/pointwise_conv/Conv2D]:5",
"max": 242.285,
"mean": 242.285,
"min": 242.285,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/model_2/layer4/depthwise_conv/relu/Relu;model_1/sequential_2/model_2/layer4/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer5/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer5/depthwise_conv/depthwise;model_1/sequential_2/model_2/layer4/depthwise_conv/depthwise]:6",
"max": 125.253,
"mean": 125.253,
"min": 125.253,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/model_2/layer4/pointwise_conv/relu/Relu;model_1/sequential_2/model_2/layer4/pointwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer5/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer5/depthwise_conv/depthwise;model_1/sequential_2/model_2/layer4/pointwise_conv/Conv2D]:7",
"max": 417.308,
"mean": 417.308,
"min": 417.308,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/model_2/layer5/depthwise_conv/relu/Relu;model_1/sequential_2/model_2/layer5/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer5/depthwise_conv/depthwise]:8",
"max": 80.4208,
"mean": 80.4208,
"min": 80.4208,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/model_2/layer5/pointwise_conv/relu/Relu;model_1/sequential_2/model_2/layer5/pointwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer6/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer6/depthwise_conv/depthwise;model_1/sequential_2/model_2/layer6/pointwise_conv/Conv2D;model_1/sequential_2/model_2/layer5/pointwise_conv/Conv2D]:9",
"max": 272.43,
"mean": 272.43,
"min": 272.43,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/model_2/layer6/depthwise_conv/relu/Relu;model_1/sequential_2/model_2/layer6/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer6/depthwise_conv/depthwise;model_1/sequential_2/model_2/layer6/pointwise_conv/Conv2D]:10",
"max": 103.30799999999999,
"mean": 103.30799999999999,
"min": 103.30799999999999,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/model_2/layer6/pointwise_conv/relu/Relu;model_1/sequential_2/model_2/layer6/pointwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer6/depthwise_conv/bn/FusedBatchNormV3;model_1/sequential_2/model_2/layer6/depthwise_conv/depthwise;model_1/sequential_2/model_2/layer6/pointwise_conv/Conv2D]:11",
"max": 360.995,
"mean": 360.995,
"min": 360.995,
"std": 0.0
},
{
"layer_name": " [model_1/sequential_2/global_average_pooling2d_3/Mean]:12",
"max": 1355.48,
"mean": 1355.48,
"min": 1355.48,
"std": 0.0
},
{
"layer_name": " [model_1/new_head/MatMul;model_1/new_head/BiasAdd]:13",
"max": 7.43439,
"mean": 7.43439,
"min": 7.43439,
"std": 0.0
},
{
"layer_name": " [StatefulPartitionedCall:01]:14",
"max": 2.29864,
"mean": 2.29864,
"min": 2.29864,
"std": 0.0
},
{
"layer_name": " [StatefulPartitionedCall:0]:15",
"max": 2.93213,
"mean": 2.93213,
"min": 2.93213,
"std": 0.0
}
],
"max": 40771.0,
"mean": 4446.7,
"min": 2693.0,
"std": 4089.0,
"troughput": null
},
"load_accelerator": null,
"load_cpu": 80,
"model_file_name": "yamnet_256_64x96_tl_int8.tflite",
"model_size": 184664,
"nb_inference": 221,
"nb_parameters_model": null,
"postprocess_time": {
"max": null,
"mean": null,
"min": null,
"std": null
},
"power_consumption": null,
"preprocess_time": {
"max": null,
"mean": null,
"min": null,
"std": null
},
"ram_peak_usage": 0.22086448253944707,
"ram_size": 3976114176,
"target": "rpi4b",
"target_id": "0000019c71635d3019f6027236bbb385337cac91fb67191971047760add7d2ef",
"temperature": null,
"version": 0,
"version_tag": ""
}