123802 - rpi4b tflite
123802 - rpi4b tflite
Summary: Pipeline succeeded and valid report was generated.
Model Details
- model name : YOLOv5.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=YOLOv5.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": "2026-04-14T22:30:25.",
"energy_efficiency": null,
"flash_size": 30688104448,
"flash_usage": 0.024784847864709667,
"inference_engine": "tflite",
"inference_latency": {
"latency_per_layers": [
{
"layer_name": " Delegate/Copy (NC X32):17",
"max": 1869.8,
"mean": 1869.8,
"min": 1869.8,
"std": 0.0
},
{
"layer_name": " Delegate/Copy (NC X32):16",
"max": 0.0,
"mean": 0.0,
"min": 0.0,
"std": 0.0
},
{
"layer_name": " Delegate/Copy (NC X32):15",
"max": 17.04,
"mean": 17.04,
"min": 17.04,
"std": 0.0
},
{
"layer_name": " Delegate/Slice (ND X32):14",
"max": 39.36,
"mean": 39.36,
"min": 39.36,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):12",
"max": 3.94,
"mean": 3.94,
"min": 3.94,
"std": 0.0
},
{
"layer_name": " Delegate/Slice (ND X32):9",
"max": 5.720000000000001,
"mean": 5.720000000000001,
"min": 5.720000000000001,
"std": 0.0
},
{
"layer_name": " Delegate/Add (ND F32):6",
"max": 2.16,
"mean": 2.16,
"min": 2.16,
"std": 0.0
},
{
"layer_name": " Delegate/Subtract (ND F32):5",
"max": 1.08,
"mean": 1.08,
"min": 1.08,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):4",
"max": 13.84,
"mean": 13.84,
"min": 13.84,
"std": 0.0
},
{
"layer_name": " Delegate/Slice (ND X32):3",
"max": 18.82,
"mean": 18.82,
"min": 18.82,
"std": 0.0
},
{
"layer_name": " Delegate/Transpose (ND X32) Transpose:2",
"max": 146.6,
"mean": 146.6,
"min": 146.6,
"std": 0.0
},
{
"layer_name": " Delegate/Copy (NC X32):1",
"max": 0.02,
"mean": 0.02,
"min": 0.02,
"std": 0.0
},
{
"layer_name": " [model/tf__detect/tf__conv2d_2/conv2d_61/BiasAdd;model/tf__detect/tf__conv2d_2/conv2d_61/Conv2D;model/tf__detect/tf__conv2d_2/conv2d_61/BiasAdd/ReadVariableOp/resource1]:213",
"max": 1683.44,
"mean": 1683.44,
"min": 1683.44,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_7/tf__conv_56/tf_bn_56/batch_normalization_56/FusedBatchNormV3;model/tf__conv_27/sequential_6/conv2d_27/Conv2D;model/tf__c3_7/tf__conv_56/conv2d_56/Conv2D1]:210",
"max": 2150.88,
"mean": 2150.88,
"min": 2150.88,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_7/sequential_13/tf__bottleneck_11/tf__conv_58/tf_bn_58/batch_normalization_58/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__c3_7/sequential_13/tf__bottleneck_11/tf__conv_58/conv2d_58/Conv2D1]:203",
"max": 2722.1000000000004,
"mean": 2722.1000000000004,
"min": 2722.1000000000004,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_7/sequential_13/tf__bottleneck_11/tf__conv_57/tf_bn_57/batch_normalization_57/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__c3_7/sequential_13/tf__bottleneck_11/tf__conv_57/conv2d_57/Conv2D1]:200",
"max": 1687.3400000000001,
"mean": 1687.3400000000001,
"min": 1687.3400000000001,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_7/tf__conv_55/tf_bn_55/batch_normalization_55/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__c3_7/tf__conv_55/conv2d_55/Conv2D1]:206",
"max": 672.74,
"mean": 672.74,
"min": 672.74,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_7/tf__conv_54/tf_bn_54/batch_normalization_54/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__c3_7/tf__conv_54/conv2d_54/Conv2D1]:197",
"max": 1657.6200000000001,
"mean": 1657.6200000000001,
"min": 1657.6200000000001,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):17",
"max": 9.02,
"mean": 9.02,
"min": 9.02,
"std": 0.0
},
{
"layer_name": " Delegate/Add (ND F32):15",
"max": 4.4,
"mean": 4.4,
"min": 4.4,
"std": 0.0
},
{
"layer_name": " Delegate/Subtract (ND F32):14",
"max": 1.7,
"mean": 1.7,
"min": 1.7,
"std": 0.0
},
{
"layer_name": " Delegate/Slice (ND X32):11",
"max": 262.64,
"mean": 262.64,
"min": 262.64,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):9",
"max": 14.68,
"mean": 14.68,
"min": 14.68,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):8",
"max": 8.76,
"mean": 8.76,
"min": 8.76,
"std": 0.0
},
{
"layer_name": " [model/tf__focus/strided_slice]:0",
"max": 464.4,
"mean": 464.4,
"min": 464.4,
"std": 0.0
},
{
"layer_name": " [model/tf__focus/strided_slice_1]:1",
"max": 476.68,
"mean": 476.68,
"min": 476.68,
"std": 0.0
},
{
"layer_name": " [model/tf__focus/strided_slice_2]:2",
"max": 493.76,
"mean": 493.76,
"min": 493.76,
"std": 0.0
},
{
"layer_name": " [model/tf__focus/strided_slice_3]:3",
"max": 485.94,
"mean": 485.94,
"min": 485.94,
"std": 0.0
},
{
"layer_name": " Delegate/Copy (NC X32):0",
"max": 6815.970000000001,
"mean": 6815.970000000001,
"min": 6815.970000000001,
"std": 0.0
},
{
"layer_name": " [model/tf__focus/tf__conv/tf_bn/batch_normalization/FusedBatchNormV3;model/tf__focus/tf__conv/conv2d/Conv2D1]:5",
"max": 11184.5,
"mean": 11184.5,
"min": 11184.5,
"std": 0.0
},
{
"layer_name": " Delegate/Sigmoid (NC F32):0",
"max": 101176.92,
"mean": 101176.92,
"min": 101176.92,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):1",
"max": 25240.104,
"mean": 25240.104,
"min": 25240.104,
"std": 0.0
},
{
"layer_name": " Delegate/Constant Pad (ND X32):2",
"max": 8378.82,
"mean": 8378.82,
"min": 8378.82,
"std": 0.0
},
{
"layer_name": " [model/tf__conv_1/tf_bn_1/batch_normalization_1/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D1]:9",
"max": 10055.199999999999,
"mean": 10055.199999999999,
"min": 10055.199999999999,
"std": 0.0
},
{
"layer_name": " [model/tf__c3/tf__conv_2/tf_bn_2/batch_normalization_2/FusedBatchNormV3;model/tf__focus/tf__conv/conv2d/Conv2D;model/tf__c3/tf__conv_2/conv2d_2/Conv2D1]:12",
"max": 3435.62,
"mean": 3435.62,
"min": 3435.62,
"std": 0.0
},
{
"layer_name": " [model/tf__c3/tf__conv_3/tf_bn_3/batch_normalization_3/FusedBatchNormV3;model/tf__focus/tf__conv/conv2d/Conv2D;model/tf__c3/tf__conv_3/conv2d_3/Conv2D1]:22",
"max": 3081.34,
"mean": 3081.34,
"min": 3081.34,
"std": 0.0
},
{
"layer_name": " Delegate/Sigmoid (NC F32):2",
"max": 3606.64,
"mean": 3606.64,
"min": 3606.64,
"std": 0.0
},
{
"layer_name": " [model/tf__detect/tf__conv2d_1/conv2d_60/BiasAdd;model/tf__detect/tf__conv2d_2/conv2d_61/Conv2D;model/tf__detect/tf__conv2d_1/conv2d_60/Conv2D;model/tf__detect/tf__conv2d_1/conv2d_60/BiasAdd/ReadVariableOp/resource1]:231",
"max": 1417.52,
"mean": 1417.52,
"min": 1417.52,
"std": 0.0
},
{
"layer_name": " [model/tf__conv_53/tf_bn_53/batch_normalization_53/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__conv_53/sequential_12/conv2d_53/Conv2D1]:193",
"max": 2960.18,
"mean": 2960.18,
"min": 2960.18,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_6/tf__conv_50/tf_bn_50/batch_normalization_50/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__c3_6/tf__conv_50/conv2d_50/Conv2D1]:189",
"max": 1973.58,
"mean": 1973.58,
"min": 1973.58,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_6/sequential_11/tf__bottleneck_10/tf__conv_52/tf_bn_52/batch_normalization_52/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_6/sequential_11/tf__bottleneck_10/tf__conv_52/conv2d_52/Conv2D1]:182",
"max": 3055.46,
"mean": 3055.46,
"min": 3055.46,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_6/sequential_11/tf__bottleneck_10/tf__conv_51/tf_bn_51/batch_normalization_51/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_6/sequential_11/tf__bottleneck_10/tf__conv_51/conv2d_51/Conv2D1]:179",
"max": 1327.18,
"mean": 1327.18,
"min": 1327.18,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_6/tf__conv_49/tf_bn_49/batch_normalization_49/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_6/tf__conv_49/conv2d_49/Conv2D1]:185",
"max": 886.22,
"mean": 886.22,
"min": 886.22,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_6/tf__conv_48/tf_bn_48/batch_normalization_48/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_6/tf__conv_48/conv2d_48/Conv2D1]:176",
"max": 1200.58,
"mean": 1200.58,
"min": 1200.58,
"std": 0.0
},
{
"layer_name": " Delegate/Copy (NC X32):19",
"max": 1603.0800000000002,
"mean": 1603.0800000000002,
"min": 1603.0800000000002,
"std": 0.0
},
{
"layer_name": " Delegate/Copy (NC X32):18",
"max": 2449.44,
"mean": 2449.44,
"min": 2449.44,
"std": 0.0
},
{
"layer_name": " Delegate/Slice (ND X32):17",
"max": 1821.08,
"mean": 1821.08,
"min": 1821.08,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):16",
"max": 134.14000000000001,
"mean": 134.14000000000001,
"min": 134.14000000000001,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):15",
"max": 116.1,
"mean": 116.1,
"min": 116.1,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):14",
"max": 98.6,
"mean": 98.6,
"min": 98.6,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):13",
"max": 96.5601,
"mean": 96.5601,
"min": 96.5601,
"std": 0.0
},
{
"layer_name": " Delegate/Slice (ND X32):12",
"max": 165.66,
"mean": 165.66,
"min": 165.66,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):11",
"max": 109.42,
"mean": 109.42,
"min": 109.42,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):10",
"max": 104.3799,
"mean": 104.3799,
"min": 104.3799,
"std": 0.0
},
{
"layer_name": " Delegate/Add (ND F32):9",
"max": 88.84,
"mean": 88.84,
"min": 88.84,
"std": 0.0
},
{
"layer_name": " Delegate/Subtract (ND F32):8",
"max": 81.94,
"mean": 81.94,
"min": 81.94,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):7",
"max": 87.3201,
"mean": 87.3201,
"min": 87.3201,
"std": 0.0
},
{
"layer_name": " Delegate/Slice (ND X32):6",
"max": 331.46,
"mean": 331.46,
"min": 331.46,
"std": 0.0
},
{
"layer_name": " Delegate/Transpose (ND X32) Transpose:5",
"max": 1420.24,
"mean": 1420.24,
"min": 1420.24,
"std": 0.0
},
{
"layer_name": " Delegate/Copy (NC X32):4",
"max": 0.3,
"mean": 0.3,
"min": 0.3,
"std": 0.0
},
{
"layer_name": " Delegate/Sigmoid (NC F32):3",
"max": 1695.32,
"mean": 1695.32,
"min": 1695.32,
"std": 0.0
},
{
"layer_name": " [model/tf__detect/tf__conv2d/conv2d_59/BiasAdd;model/tf__detect/tf__conv2d_2/conv2d_61/Conv2D;model/tf__detect/tf__conv2d/conv2d_59/Conv2D;model/tf__detect/tf__conv2d/conv2d_59/BiasAdd/ReadVariableOp/resource1]:249",
"max": 3741.34,
"mean": 3741.34,
"min": 3741.34,
"std": 0.0
},
{
"layer_name": " [model/tf__conv_47/tf_bn_47/batch_normalization_47/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__conv_47/sequential_10/conv2d_47/Conv2D1]:172",
"max": 2999.28,
"mean": 2999.28,
"min": 2999.28,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_5/tf__conv_44/tf_bn_44/batch_normalization_44/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_5/tf__conv_44/conv2d_44/Conv2D1]:168",
"max": 2329.24,
"mean": 2329.24,
"min": 2329.24,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_5/sequential_9/tf__bottleneck_9/tf__conv_46/tf_bn_46/batch_normalization_46/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_5/sequential_9/tf__bottleneck_9/tf__conv_46/conv2d_46/Conv2D1]:161",
"max": 3506.92,
"mean": 3506.92,
"min": 3506.92,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_5/sequential_9/tf__bottleneck_9/tf__conv_45/tf_bn_45/batch_normalization_45/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_5/sequential_9/tf__bottleneck_9/tf__conv_45/conv2d_45/Conv2D1]:158",
"max": 1268.3,
"mean": 1268.3,
"min": 1268.3,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_5/tf__conv_43/tf_bn_43/batch_normalization_43/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_5/tf__conv_43/conv2d_43/Conv2D1]:164",
"max": 2329.62,
"mean": 2329.62,
"min": 2329.62,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_5/tf__conv_42/tf_bn_42/batch_normalization_42/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_5/tf__conv_42/conv2d_42/Conv2D1]:155",
"max": 2642.3399999999997,
"mean": 2642.3399999999997,
"min": 2642.3399999999997,
"std": 0.0
},
{
"layer_name": " [model/tf__upsample_1/resize/ResizeNearestNeighbor]:153",
"max": 333.44,
"mean": 333.44,
"min": 333.44,
"std": 0.0
},
{
"layer_name": " [model/tf__conv_41/tf_bn_41/batch_normalization_41/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__conv_41/conv2d_41/Conv2D1]:150",
"max": 1133.56,
"mean": 1133.56,
"min": 1133.56,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_4/tf__conv_38/tf_bn_38/batch_normalization_38/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__c3_4/tf__conv_38/conv2d_38/Conv2D1]:147",
"max": 1462.0800000000002,
"mean": 1462.0800000000002,
"min": 1462.0800000000002,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_4/sequential_8/tf__bottleneck_8/tf__conv_40/tf_bn_40/batch_normalization_40/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_4/sequential_8/tf__bottleneck_8/tf__conv_40/conv2d_40/Conv2D1]:140",
"max": 2990.7599999999998,
"mean": 2990.7599999999998,
"min": 2990.7599999999998,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_4/sequential_8/tf__bottleneck_8/tf__conv_39/tf_bn_39/batch_normalization_39/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_4/sequential_8/tf__bottleneck_8/tf__conv_39/conv2d_39/Conv2D1]:137",
"max": 1078.54,
"mean": 1078.54,
"min": 1078.54,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_4/tf__conv_37/tf_bn_37/batch_normalization_37/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_4/tf__conv_37/conv2d_37/Conv2D1]:143",
"max": 1948.1,
"mean": 1948.1,
"min": 1948.1,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_4/tf__conv_36/tf_bn_36/batch_normalization_36/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_4/tf__conv_36/conv2d_36/Conv2D1]:134",
"max": 2236.92,
"mean": 2236.92,
"min": 2236.92,
"std": 0.0
},
{
"layer_name": " [model/tf__upsample/resize/ResizeNearestNeighbor]:132",
"max": 173.4,
"mean": 173.4,
"min": 173.4,
"std": 0.0
},
{
"layer_name": " [model/tf__conv_35/tf_bn_35/batch_normalization_35/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__conv_35/conv2d_35/Conv2D1]:129",
"max": 1316.56,
"mean": 1316.56,
"min": 1316.56,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_3/tf__conv_32/tf_bn_32/batch_normalization_32/FusedBatchNormV3;model/tf__conv_27/sequential_6/conv2d_27/Conv2D;model/tf__c3_3/tf__conv_32/conv2d_32/Conv2D1]:126",
"max": 1775.66,
"mean": 1775.66,
"min": 1775.66,
"std": 0.0
},
{
"layer_name": " Delegate/Multiply (ND F32):3",
"max": 1642.504,
"mean": 1642.504,
"min": 1642.504,
"std": 0.0
},
{
"layer_name": " [model/tf__c3/sequential_1/tf__bottleneck/tf__conv_5/tf_bn_5/batch_normalization_5/FusedBatchNormV3;model/tf__focus/tf__conv/conv2d/Conv2D;model/tf__c3/sequential_1/tf__bottleneck/tf__conv_5/conv2d_5/Conv2D1]:15",
"max": 3096.38,
"mean": 3096.38,
"min": 3096.38,
"std": 0.0
},
{
"layer_name": " [model/tf__c3/sequential_1/tf__bottleneck/tf__conv_6/tf_bn_6/batch_normalization_6/FusedBatchNormV3;model/tf__focus/tf__conv/conv2d/Conv2D;model/tf__c3/sequential_1/tf__bottleneck/tf__conv_6/conv2d_6/Conv2D1]:18",
"max": 5934.34,
"mean": 5934.34,
"min": 5934.34,
"std": 0.0
},
{
"layer_name": " Delegate/Add (ND F32):2",
"max": 2473.219,
"mean": 2473.219,
"min": 2473.219,
"std": 0.0
},
{
"layer_name": " Delegate/Copy (NC X32):3",
"max": 2946.681,
"mean": 2946.681,
"min": 2946.681,
"std": 0.0
},
{
"layer_name": " [model/tf__c3/tf__conv_4/tf_bn_4/batch_normalization_4/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3/tf__conv_4/conv2d_4/Conv2D1]:26",
"max": 4400.34,
"mean": 4400.34,
"min": 4400.34,
"std": 0.0
},
{
"layer_name": " [model/tf__conv_7/tf_bn_7/batch_normalization_7/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D1]:30",
"max": 7235.34,
"mean": 7235.34,
"min": 7235.34,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_1/tf__conv_8/tf_bn_8/batch_normalization_8/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_1/tf__conv_8/conv2d_8/Conv2D1]:33",
"max": 2210.7999999999997,
"mean": 2210.7999999999997,
"min": 2210.7999999999997,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_1/tf__conv_9/tf_bn_9/batch_normalization_9/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_1/tf__conv_9/conv2d_9/Conv2D1]:57",
"max": 1576.46,
"mean": 1576.46,
"min": 1576.46,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_1/sequential_3/tf__bottleneck_1/tf__conv_11/tf_bn_11/batch_normalization_11/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_1/sequential_3/tf__bottleneck_1/tf__conv_11/conv2d_11/Conv2D1]:36",
"max": 2452.66,
"mean": 2452.66,
"min": 2452.66,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_1/sequential_3/tf__bottleneck_1/tf__conv_12/tf_bn_12/batch_normalization_12/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_1/sequential_3/tf__bottleneck_1/tf__conv_12/conv2d_12/Conv2D1]:39",
"max": 3934.9599999999996,
"mean": 3934.9599999999996,
"min": 3934.9599999999996,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_1/sequential_3/tf__bottleneck_2/tf__conv_13/tf_bn_13/batch_normalization_13/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_1/sequential_3/tf__bottleneck_2/tf__conv_13/conv2d_13/Conv2D1]:43",
"max": 2288.2,
"mean": 2288.2,
"min": 2288.2,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_1/sequential_3/tf__bottleneck_2/tf__conv_14/tf_bn_14/batch_normalization_14/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_1/sequential_3/tf__bottleneck_2/tf__conv_14/conv2d_14/Conv2D1]:46",
"max": 4245.18,
"mean": 4245.18,
"min": 4245.18,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_1/sequential_3/tf__bottleneck_3/tf__conv_15/tf_bn_15/batch_normalization_15/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_1/sequential_3/tf__bottleneck_3/tf__conv_15/conv2d_15/Conv2D1]:50",
"max": 1890.1,
"mean": 1890.1,
"min": 1890.1,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_1/sequential_3/tf__bottleneck_3/tf__conv_16/tf_bn_16/batch_normalization_16/FusedBatchNormV3;model/tf__conv_1/sequential/conv2d_1/Conv2D;model/tf__c3_1/sequential_3/tf__bottleneck_3/tf__conv_16/conv2d_16/Conv2D1]:53",
"max": 4177.660000000001,
"mean": 4177.660000000001,
"min": 4177.660000000001,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_1/tf__conv_10/tf_bn_10/batch_normalization_10/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_1/tf__conv_10/conv2d_10/Conv2D1]:61",
"max": 2723.56,
"mean": 2723.56,
"min": 2723.56,
"std": 0.0
},
{
"layer_name": " [model/tf__conv_17/tf_bn_17/batch_normalization_17/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D1]:65",
"max": 5552.3,
"mean": 5552.3,
"min": 5552.3,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_2/tf__conv_18/tf_bn_18/batch_normalization_18/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_2/tf__conv_18/conv2d_18/Conv2D1]:68",
"max": 1749.28,
"mean": 1749.28,
"min": 1749.28,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_2/tf__conv_19/tf_bn_19/batch_normalization_19/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_2/tf__conv_19/conv2d_19/Conv2D1]:92",
"max": 931.5400000000001,
"mean": 931.5400000000001,
"min": 931.5400000000001,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_2/sequential_5/tf__bottleneck_4/tf__conv_21/tf_bn_21/batch_normalization_21/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_2/sequential_5/tf__bottleneck_4/tf__conv_21/conv2d_21/Conv2D1]:71",
"max": 1741.3600000000001,
"mean": 1741.3600000000001,
"min": 1741.3600000000001,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_2/sequential_5/tf__bottleneck_4/tf__conv_22/tf_bn_22/batch_normalization_22/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_2/sequential_5/tf__bottleneck_4/tf__conv_22/conv2d_22/Conv2D1]:74",
"max": 3050.68,
"mean": 3050.68,
"min": 3050.68,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_2/sequential_5/tf__bottleneck_5/tf__conv_23/tf_bn_23/batch_normalization_23/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_2/sequential_5/tf__bottleneck_5/tf__conv_23/conv2d_23/Conv2D1]:78",
"max": 1847.8600000000001,
"mean": 1847.8600000000001,
"min": 1847.8600000000001,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_2/sequential_5/tf__bottleneck_5/tf__conv_24/tf_bn_24/batch_normalization_24/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_2/sequential_5/tf__bottleneck_5/tf__conv_24/conv2d_24/Conv2D1]:81",
"max": 3248.5400000000004,
"mean": 3248.5400000000004,
"min": 3248.5400000000004,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_2/sequential_5/tf__bottleneck_6/tf__conv_25/tf_bn_25/batch_normalization_25/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_2/sequential_5/tf__bottleneck_6/tf__conv_25/conv2d_25/Conv2D1]:85",
"max": 1390.4399999999998,
"mean": 1390.4399999999998,
"min": 1390.4399999999998,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_2/sequential_5/tf__bottleneck_6/tf__conv_26/tf_bn_26/batch_normalization_26/FusedBatchNormV3;model/tf__conv_7/sequential_2/conv2d_7/Conv2D;model/tf__c3_2/sequential_5/tf__bottleneck_6/tf__conv_26/conv2d_26/Conv2D1]:88",
"max": 2615.96,
"mean": 2615.96,
"min": 2615.96,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_2/tf__conv_20/tf_bn_20/batch_normalization_20/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__c3_2/tf__conv_20/conv2d_20/Conv2D1]:96",
"max": 1827.28,
"mean": 1827.28,
"min": 1827.28,
"std": 0.0
},
{
"layer_name": " [model/tf__conv_27/tf_bn_27/batch_normalization_27/FusedBatchNormV3;model/tf__conv_27/sequential_6/conv2d_27/Conv2D1]:100",
"max": 4609.5199999999995,
"mean": 4609.5199999999995,
"min": 4609.5199999999995,
"std": 0.0
},
{
"layer_name": " [model/tf_spp/tf__conv_28/tf_bn_28/batch_normalization_28/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf_spp/tf__conv_28/conv2d_28/Conv2D1]:103",
"max": 1410.3600000000001,
"mean": 1410.3600000000001,
"min": 1410.3600000000001,
"std": 0.0
},
{
"layer_name": " Delegate/Max Pooling (NHWC F32):2",
"max": 425.06,
"mean": 425.06,
"min": 425.06,
"std": 0.0
},
{
"layer_name": " Delegate/Copy (NC X32):2",
"max": 3107.881,
"mean": 3107.881,
"min": 3107.881,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_3/sequential_7/tf__bottleneck_7/tf__conv_34/tf_bn_34/batch_normalization_34/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__c3_3/sequential_7/tf__bottleneck_7/tf__conv_34/conv2d_34/Conv2D1]:119",
"max": 2953.1800000000003,
"mean": 2953.1800000000003,
"min": 2953.1800000000003,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_3/sequential_7/tf__bottleneck_7/tf__conv_33/tf_bn_33/batch_normalization_33/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__c3_3/sequential_7/tf__bottleneck_7/tf__conv_33/conv2d_33/Conv2D1]:116",
"max": 1227.82,
"mean": 1227.82,
"min": 1227.82,
"std": 0.0
},
{
"layer_name": " Delegate/Max Pooling (NHWC F32):3",
"max": 621.54,
"mean": 621.54,
"min": 621.54,
"std": 0.0
},
{
"layer_name": " Delegate/Max Pooling (NHWC F32):4",
"max": 830.7,
"mean": 830.7,
"min": 830.7,
"std": 0.0
},
{
"layer_name": " Delegate/Copy (NC X32):5",
"max": 728.24,
"mean": 728.24,
"min": 728.24,
"std": 0.0
},
{
"layer_name": " [model/tf_spp/tf__conv_29/tf_bn_29/batch_normalization_29/FusedBatchNormV3;model/tf__conv_27/sequential_6/conv2d_27/Conv2D;model/tf_spp/tf__conv_29/conv2d_29/Conv2D1]:110",
"max": 2578.3,
"mean": 2578.3,
"min": 2578.3,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_3/tf__conv_30/tf_bn_30/batch_normalization_30/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__c3_3/tf__conv_30/conv2d_30/Conv2D1]:113",
"max": 1431.1799999999998,
"mean": 1431.1799999999998,
"min": 1431.1799999999998,
"std": 0.0
},
{
"layer_name": " [model/tf__c3_3/tf__conv_31/tf_bn_31/batch_normalization_31/FusedBatchNormV3;model/tf__conv_17/sequential_4/conv2d_17/Conv2D;model/tf__c3_3/tf__conv_31/conv2d_31/Conv2D1]:122",
"max": 707.4200000000001,
"mean": 707.4200000000001,
"min": 707.4200000000001,
"std": 0.0
}
],
"max": 397226.0,
"mean": 342195.0,
"min": 303744.0,
"std": 24626.0,
"troughput": null
},
"load_accelerator": null,
"load_cpu": 77,
"model_file_name": "YOLOv5.tflite",
"model_size": 7606000,
"nb_inference": 50,
"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": 0.955156474862758,
"ram_size": 3976114176,
"target": "rpi4b",
"target_id": "0000019c716362ba976cf0240430d8609d2545907baf474a564f4d508e331fdf",
"temperature": null,
"version": 0,
"version_tag": ""
}