123920 - rpi4b tflite
123920 - rpi4b tflite
Summary: Pipeline succeeded and valid report was generated.
Model Details
- model name : movenet_lightning_heatmaps_256_int8_pt.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=movenet_lightning_heatmaps_256_int8_pt.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": "2026-04-14T23:05:51.",
"energy_efficiency": null,
"flash_size": 30700687360,
"flash_usage": 0.007867915045925539,
"inference_engine": "tflite",
"inference_latency": {
"latency_per_layers": [
{
"layer_name": " [tfl.quantize]:0",
"max": 300.94,
"mean": 300.94,
"min": 300.94,
"std": 0.0
},
{
"layer_name": " [model/re_lu/Relu6;model/conv2d/BiasAdd;model/depthwise_conv2d_18/depthwise;model/conv2d/Conv2D;conv2d/bias]:1",
"max": 3267.54,
"mean": 3267.54,
"min": 3267.54,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu/Relu;model/depthwise_conv2d/BiasAdd;model/depthwise_conv2d_18/depthwise;model/depthwise_conv2d/depthwise;depthwise_conv2d/bias]:2",
"max": 967.26,
"mean": 967.26,
"min": 967.26,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value/clip_by_value/Minimum]:3",
"max": 309.28,
"mean": 309.28,
"min": 309.28,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value/clip_by_value;model/depthwise_conv2d_18/depthwise]:4",
"max": 5954.780000000001,
"mean": 5954.780000000001,
"min": 5954.780000000001,
"std": 0.0
},
{
"layer_name": " [model/conv2d_1/BiasAdd;model/conv2d_1/Conv2D;conv2d_1/bias1]:5",
"max": 2160.86,
"mean": 2160.86,
"min": 2160.86,
"std": 0.0
},
{
"layer_name": " [model/re_lu_2/Relu6;model/conv2d_2/BiasAdd;model/conv2d_42/Conv2D;model/conv2d_2/Conv2D;conv2d_2/bias]:6",
"max": 4212.6,
"mean": 4212.6,
"min": 4212.6,
"std": 0.0
},
{
"layer_name": " [model/zero_padding2d/Pad]:7",
"max": 6586.9400000000005,
"mean": 6586.9400000000005,
"min": 6586.9400000000005,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_1/Relu;model/depthwise_conv2d_1/BiasAdd;model/conv2d_42/Conv2D;model/depthwise_conv2d_1/depthwise;depthwise_conv2d_1/bias]:8",
"max": 1911.96,
"mean": 1911.96,
"min": 1911.96,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_1/clip_by_value/Minimum]:9",
"max": 162.70000000000002,
"mean": 162.70000000000002,
"min": 162.70000000000002,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_1/clip_by_value;model/conv2d_42/Conv2D]:10",
"max": 4464.62,
"mean": 4464.62,
"min": 4464.62,
"std": 0.0
},
{
"layer_name": " [model/conv2d_3/BiasAdd;model/depthwise_conv2d_20/depthwise;model/conv2d_3/Conv2D;conv2d_3/bias1]:11",
"max": 1944.34,
"mean": 1944.34,
"min": 1944.34,
"std": 0.0
},
{
"layer_name": " [model/re_lu_4/Relu6;model/conv2d_4/BiasAdd;model/depthwise_conv2d_3/depthwise;model/conv2d_4/Conv2D;conv2d_4/bias]:12",
"max": 1897.74,
"mean": 1897.74,
"min": 1897.74,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_2/Relu;model/depthwise_conv2d_2/BiasAdd;model/depthwise_conv2d_3/depthwise;model/depthwise_conv2d_2/depthwise;depthwise_conv2d_2/bias]:13",
"max": 1287.9799999999998,
"mean": 1287.9799999999998,
"min": 1287.9799999999998,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_2/clip_by_value/Minimum]:14",
"max": 243.66,
"mean": 243.66,
"min": 243.66,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_2/clip_by_value;model/depthwise_conv2d_3/depthwise]:15",
"max": 6691.12,
"mean": 6691.12,
"min": 6691.12,
"std": 0.0
},
{
"layer_name": " [model/conv2d_5/BiasAdd;model/depthwise_conv2d_20/depthwise;model/conv2d_5/Conv2D;conv2d_5/bias1]:16",
"max": 1546.18,
"mean": 1546.18,
"min": 1546.18,
"std": 0.0
},
{
"layer_name": " [model/add/add]:17",
"max": 246.62,
"mean": 246.62,
"min": 246.62,
"std": 0.0
},
{
"layer_name": " [model/conv2d_35/BiasAdd;model/depthwise_conv2d_20/depthwise;model/conv2d_35/Conv2D;conv2d_35/bias1]:18",
"max": 646.1,
"mean": 646.1,
"min": 646.1,
"std": 0.0
},
{
"layer_name": " [model/re_lu_6/Relu6;model/conv2d_6/BiasAdd;model/depthwise_conv2d_3/depthwise;model/conv2d_6/Conv2D;conv2d_6/bias]:19",
"max": 1923.52,
"mean": 1923.52,
"min": 1923.52,
"std": 0.0
},
{
"layer_name": " [model/zero_padding2d_1/Pad]:20",
"max": 2489.52,
"mean": 2489.52,
"min": 2489.52,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_3/Relu;model/depthwise_conv2d_3/BiasAdd;model/depthwise_conv2d_3/depthwise;depthwise_conv2d_3/bias]:21",
"max": 1437.02,
"mean": 1437.02,
"min": 1437.02,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_3/clip_by_value/Minimum]:22",
"max": 46.440000000000005,
"mean": 46.440000000000005,
"min": 46.440000000000005,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_3/clip_by_value;model/depthwise_conv2d_3/depthwise]:23",
"max": 1673.4,
"mean": 1673.4,
"min": 1673.4,
"std": 0.0
},
{
"layer_name": " [model/conv2d_7/BiasAdd;model/depthwise_conv2d_18/depthwise;model/conv2d_7/Conv2D;conv2d_7/bias1]:24",
"max": 864.02,
"mean": 864.02,
"min": 864.02,
"std": 0.0
},
{
"layer_name": " [model/re_lu_8/Relu6;model/conv2d_8/BiasAdd;model/depthwise_conv2d_6/depthwise;model/conv2d_8/Conv2D;conv2d_8/bias]:25",
"max": 684.4200000000001,
"mean": 684.4200000000001,
"min": 684.4200000000001,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_4/Relu;model/depthwise_conv2d_4/BiasAdd;model/depthwise_conv2d_6/depthwise;model/depthwise_conv2d_4/depthwise;depthwise_conv2d_4/bias]:26",
"max": 621.72,
"mean": 621.72,
"min": 621.72,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_4/clip_by_value/Minimum]:27",
"max": 41.14,
"mean": 41.14,
"min": 41.14,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_4/clip_by_value;model/depthwise_conv2d_6/depthwise]:28",
"max": 2250.7799999999997,
"mean": 2250.7799999999997,
"min": 2250.7799999999997,
"std": 0.0
},
{
"layer_name": " [model/conv2d_9/BiasAdd;model/depthwise_conv2d_18/depthwise;model/conv2d_9/Conv2D;conv2d_9/bias1]:29",
"max": 835.92,
"mean": 835.92,
"min": 835.92,
"std": 0.0
},
{
"layer_name": " [model/add_1/add]:30",
"max": 119.9,
"mean": 119.9,
"min": 119.9,
"std": 0.0
},
{
"layer_name": " [model/re_lu_10/Relu6;model/conv2d_10/BiasAdd;model/depthwise_conv2d_6/depthwise;model/conv2d_10/Conv2D;conv2d_10/bias]:31",
"max": 1016.7600000000001,
"mean": 1016.7600000000001,
"min": 1016.7600000000001,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_5/Relu;model/depthwise_conv2d_5/BiasAdd;model/depthwise_conv2d_6/depthwise;model/depthwise_conv2d_5/depthwise;depthwise_conv2d_5/bias]:32",
"max": 687.02,
"mean": 687.02,
"min": 687.02,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_5/clip_by_value/Minimum]:33",
"max": 41.480000000000004,
"mean": 41.480000000000004,
"min": 41.480000000000004,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_5/clip_by_value;model/depthwise_conv2d_6/depthwise]:34",
"max": 2204.6800000000003,
"mean": 2204.6800000000003,
"min": 2204.6800000000003,
"std": 0.0
},
{
"layer_name": " [model/conv2d_11/BiasAdd;model/depthwise_conv2d_18/depthwise;model/conv2d_11/Conv2D;conv2d_11/bias1]:35",
"max": 1076.52,
"mean": 1076.52,
"min": 1076.52,
"std": 0.0
},
{
"layer_name": " [model/add_2/add]:36",
"max": 84.24,
"mean": 84.24,
"min": 84.24,
"std": 0.0
},
{
"layer_name": " [model/re_lu_12/Relu6;model/conv2d_12/BiasAdd;model/depthwise_conv2d_6/depthwise;model/conv2d_12/Conv2D;conv2d_12/bias]:37",
"max": 851.1600000000001,
"mean": 851.1600000000001,
"min": 851.1600000000001,
"std": 0.0
},
{
"layer_name": " [model/zero_padding2d_2/Pad]:38",
"max": 842.4399999999999,
"mean": 842.4399999999999,
"min": 842.4399999999999,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_6/Relu;model/depthwise_conv2d_6/BiasAdd;model/depthwise_conv2d_6/depthwise;depthwise_conv2d_6/bias]:39",
"max": 683.92,
"mean": 683.92,
"min": 683.92,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_6/clip_by_value/Minimum]:40",
"max": 14.58,
"mean": 14.58,
"min": 14.58,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_6/clip_by_value;model/depthwise_conv2d_6/depthwise]:41",
"max": 552.76,
"mean": 552.76,
"min": 552.76,
"std": 0.0
},
{
"layer_name": " [model/conv2d_13/BiasAdd;model/depthwise_conv2d_17/depthwise;model/conv2d_13/Conv2D;conv2d_13/bias1]:42",
"max": 715.68,
"mean": 715.68,
"min": 715.68,
"std": 0.0
},
{
"layer_name": " [model/re_lu_14/Relu6;model/conv2d_14/BiasAdd;model/depthwise_conv2d_10/depthwise;model/conv2d_14/Conv2D;conv2d_14/bias]:43",
"max": 630.5600000000001,
"mean": 630.5600000000001,
"min": 630.5600000000001,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_7/Relu;model/depthwise_conv2d_7/BiasAdd;model/depthwise_conv2d_10/depthwise;model/depthwise_conv2d_7/depthwise;depthwise_conv2d_7/bias]:44",
"max": 334.5,
"mean": 334.5,
"min": 334.5,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_7/clip_by_value/Minimum]:45",
"max": 18.700000000000003,
"mean": 18.700000000000003,
"min": 18.700000000000003,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_7/clip_by_value;model/depthwise_conv2d_10/depthwise]:46",
"max": 1107.44,
"mean": 1107.44,
"min": 1107.44,
"std": 0.0
},
{
"layer_name": " [model/conv2d_15/BiasAdd;model/depthwise_conv2d_17/depthwise;model/conv2d_15/Conv2D;conv2d_15/bias1]:47",
"max": 532.42,
"mean": 532.42,
"min": 532.42,
"std": 0.0
},
{
"layer_name": " [model/add_3/add]:48",
"max": 43.58,
"mean": 43.58,
"min": 43.58,
"std": 0.0
},
{
"layer_name": " [model/re_lu_16/Relu6;model/conv2d_16/BiasAdd;model/depthwise_conv2d_10/depthwise;model/conv2d_16/Conv2D;conv2d_16/bias]:49",
"max": 568.84,
"mean": 568.84,
"min": 568.84,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_8/Relu;model/depthwise_conv2d_8/BiasAdd;model/depthwise_conv2d_10/depthwise;model/depthwise_conv2d_8/depthwise;depthwise_conv2d_8/bias]:50",
"max": 240.7,
"mean": 240.7,
"min": 240.7,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_8/clip_by_value/Minimum]:51",
"max": 16.1,
"mean": 16.1,
"min": 16.1,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_8/clip_by_value;model/depthwise_conv2d_10/depthwise]:52",
"max": 1134.34,
"mean": 1134.34,
"min": 1134.34,
"std": 0.0
},
{
"layer_name": " [model/conv2d_17/BiasAdd;model/depthwise_conv2d_17/depthwise;model/conv2d_17/Conv2D;conv2d_17/bias1]:53",
"max": 796.92,
"mean": 796.92,
"min": 796.92,
"std": 0.0
},
{
"layer_name": " [model/add_4/add]:54",
"max": 42.98,
"mean": 42.98,
"min": 42.98,
"std": 0.0
},
{
"layer_name": " [model/re_lu_18/Relu6;model/conv2d_18/BiasAdd;model/depthwise_conv2d_10/depthwise;model/conv2d_18/Conv2D;conv2d_18/bias]:55",
"max": 515.64,
"mean": 515.64,
"min": 515.64,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_9/Relu;model/depthwise_conv2d_9/BiasAdd;model/depthwise_conv2d_10/depthwise;model/depthwise_conv2d_9/depthwise;depthwise_conv2d_9/bias]:56",
"max": 200.66,
"mean": 200.66,
"min": 200.66,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_9/clip_by_value/Minimum]:57",
"max": 16.94,
"mean": 16.94,
"min": 16.94,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_9/clip_by_value;model/depthwise_conv2d_10/depthwise]:58",
"max": 1101.04,
"mean": 1101.04,
"min": 1101.04,
"std": 0.0
},
{
"layer_name": " [model/conv2d_19/BiasAdd;model/depthwise_conv2d_17/depthwise;model/conv2d_19/Conv2D;conv2d_19/bias1]:59",
"max": 380.38,
"mean": 380.38,
"min": 380.38,
"std": 0.0
},
{
"layer_name": " [model/add_5/add]:60",
"max": 42.0,
"mean": 42.0,
"min": 42.0,
"std": 0.0
},
{
"layer_name": " [model/re_lu_20/Relu6;model/conv2d_20/BiasAdd;model/depthwise_conv2d_10/depthwise;model/conv2d_20/Conv2D;conv2d_20/bias]:61",
"max": 567.44,
"mean": 567.44,
"min": 567.44,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_10/Relu;model/depthwise_conv2d_10/BiasAdd;model/depthwise_conv2d_10/depthwise;depthwise_conv2d_10/bias]:62",
"max": 176.42,
"mean": 176.42,
"min": 176.42,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_10/clip_by_value/Minimum]:63",
"max": 16.6,
"mean": 16.6,
"min": 16.6,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_10/clip_by_value;model/depthwise_conv2d_10/depthwise]:64",
"max": 1105.24,
"mean": 1105.24,
"min": 1105.24,
"std": 0.0
},
{
"layer_name": " [model/conv2d_21/BiasAdd;model/conv2d_42/Conv2D;model/conv2d_21/Conv2D;conv2d_21/bias1]:65",
"max": 1136.9,
"mean": 1136.9,
"min": 1136.9,
"std": 0.0
},
{
"layer_name": " [model/re_lu_22/Relu6;model/conv2d_22/BiasAdd;model/depthwise_conv2d_13/depthwise;model/conv2d_22/Conv2D;conv2d_22/bias]:66",
"max": 783.84,
"mean": 783.84,
"min": 783.84,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_11/Relu;model/depthwise_conv2d_11/BiasAdd;model/depthwise_conv2d_13/depthwise;model/depthwise_conv2d_11/depthwise;depthwise_conv2d_11/bias]:67",
"max": 412.46,
"mean": 412.46,
"min": 412.46,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_11/clip_by_value/Minimum]:68",
"max": 31.88,
"mean": 31.88,
"min": 31.88,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_11/clip_by_value;model/depthwise_conv2d_13/depthwise]:69",
"max": 1669.52,
"mean": 1669.52,
"min": 1669.52,
"std": 0.0
},
{
"layer_name": " [model/conv2d_23/BiasAdd;model/conv2d_42/Conv2D;model/conv2d_23/Conv2D;conv2d_23/bias1]:70",
"max": 1021.5799999999999,
"mean": 1021.5799999999999,
"min": 1021.5799999999999,
"std": 0.0
},
{
"layer_name": " [model/add_6/add]:71",
"max": 64.18,
"mean": 64.18,
"min": 64.18,
"std": 0.0
},
{
"layer_name": " [model/re_lu_24/Relu6;model/conv2d_24/BiasAdd;model/depthwise_conv2d_13/depthwise;model/conv2d_24/Conv2D;conv2d_24/bias]:72",
"max": 746.98,
"mean": 746.98,
"min": 746.98,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_12/Relu;model/depthwise_conv2d_12/BiasAdd;model/depthwise_conv2d_13/depthwise;model/depthwise_conv2d_12/depthwise;depthwise_conv2d_12/bias]:73",
"max": 738.0400000000001,
"mean": 738.0400000000001,
"min": 738.0400000000001,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_12/clip_by_value/Minimum]:74",
"max": 32.28,
"mean": 32.28,
"min": 32.28,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_12/clip_by_value;model/depthwise_conv2d_13/depthwise]:75",
"max": 1660.4399999999998,
"mean": 1660.4399999999998,
"min": 1660.4399999999998,
"std": 0.0
},
{
"layer_name": " [model/conv2d_25/BiasAdd;model/conv2d_42/Conv2D;model/conv2d_25/Conv2D;conv2d_25/bias1]:76",
"max": 770.8000000000001,
"mean": 770.8000000000001,
"min": 770.8000000000001,
"std": 0.0
},
{
"layer_name": " [model/add_7/add]:77",
"max": 64.96000000000001,
"mean": 64.96000000000001,
"min": 64.96000000000001,
"std": 0.0
},
{
"layer_name": " [model/re_lu_26/Relu6;model/conv2d_26/BiasAdd;model/depthwise_conv2d_13/depthwise;model/conv2d_26/Conv2D;conv2d_26/bias]:78",
"max": 755.76,
"mean": 755.76,
"min": 755.76,
"std": 0.0
},
{
"layer_name": " [model/zero_padding2d_3/Pad]:79",
"max": 637.46,
"mean": 637.46,
"min": 637.46,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_13/Relu;model/depthwise_conv2d_13/BiasAdd;model/depthwise_conv2d_13/depthwise;depthwise_conv2d_13/bias]:80",
"max": 548.48,
"mean": 548.48,
"min": 548.48,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_13/clip_by_value/Minimum]:81",
"max": 11.2,
"mean": 11.2,
"min": 11.2,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_13/clip_by_value;model/depthwise_conv2d_13/depthwise]:82",
"max": 417.98,
"mean": 417.98,
"min": 417.98,
"std": 0.0
},
{
"layer_name": " [model/conv2d_27/BiasAdd;model/conv2d_31/Conv2D;model/conv2d_27/Conv2D;conv2d_27/bias1]:83",
"max": 912.5,
"mean": 912.5,
"min": 912.5,
"std": 0.0
},
{
"layer_name": " [model/re_lu_28/Relu6;model/conv2d_28/BiasAdd;model/depthwise_conv2d_16/depthwise;model/conv2d_28/Conv2D;conv2d_28/bias]:84",
"max": 594.02,
"mean": 594.02,
"min": 594.02,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_14/Relu;model/depthwise_conv2d_14/BiasAdd;model/depthwise_conv2d_16/depthwise;model/depthwise_conv2d_14/depthwise;depthwise_conv2d_14/bias]:85",
"max": 330.98,
"mean": 330.98,
"min": 330.98,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_14/clip_by_value/Minimum]:86",
"max": 16.240000000000002,
"mean": 16.240000000000002,
"min": 16.240000000000002,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_14/clip_by_value;model/depthwise_conv2d_16/depthwise]:87",
"max": 694.8,
"mean": 694.8,
"min": 694.8,
"std": 0.0
},
{
"layer_name": " [model/conv2d_29/BiasAdd;model/conv2d_31/Conv2D;model/conv2d_29/Conv2D;conv2d_29/bias1]:88",
"max": 779.42,
"mean": 779.42,
"min": 779.42,
"std": 0.0
},
{
"layer_name": " [model/add_8/add]:89",
"max": 30.12,
"mean": 30.12,
"min": 30.12,
"std": 0.0
},
{
"layer_name": " [model/re_lu_30/Relu6;model/conv2d_30/BiasAdd;model/depthwise_conv2d_16/depthwise;model/conv2d_30/Conv2D;conv2d_30/bias]:90",
"max": 403.4,
"mean": 403.4,
"min": 403.4,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_15/Relu;model/depthwise_conv2d_15/BiasAdd;model/depthwise_conv2d_16/depthwise;model/depthwise_conv2d_15/depthwise;depthwise_conv2d_15/bias]:91",
"max": 182.72,
"mean": 182.72,
"min": 182.72,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_15/clip_by_value/Minimum]:92",
"max": 14.4,
"mean": 14.4,
"min": 14.4,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_15/clip_by_value;model/depthwise_conv2d_16/depthwise]:93",
"max": 691.38,
"mean": 691.38,
"min": 691.38,
"std": 0.0
},
{
"layer_name": " [model/conv2d_31/BiasAdd;model/conv2d_31/Conv2D;conv2d_31/bias1]:94",
"max": 732.22,
"mean": 732.22,
"min": 732.22,
"std": 0.0
},
{
"layer_name": " [model/add_9/add]:95",
"max": 31.88,
"mean": 31.88,
"min": 31.88,
"std": 0.0
},
{
"layer_name": " [model/re_lu_32/Relu6;model/conv2d_32/BiasAdd;model/depthwise_conv2d_16/depthwise;model/conv2d_32/Conv2D;conv2d_32/bias]:96",
"max": 706.16,
"mean": 706.16,
"min": 706.16,
"std": 0.0
},
{
"layer_name": " [model/tf.nn.relu_16/Relu;model/depthwise_conv2d_16/BiasAdd;model/depthwise_conv2d_16/depthwise;depthwise_conv2d_16/bias]:97",
"max": 374.86,
"mean": 374.86,
"min": 374.86,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_16/clip_by_value/Minimum]:98",
"max": 15.9,
"mean": 15.9,
"min": 15.9,
"std": 0.0
},
{
"layer_name": " [model/tf.clip_by_value_16/clip_by_value;model/depthwise_conv2d_16/depthwise]:99",
"max": 695.8,
"mean": 695.8,
"min": 695.8,
"std": 0.0
},
{
"layer_name": " [model/conv2d_33/BiasAdd;model/conv2d_33/Conv2D;conv2d_33/bias1]:100",
"max": 1089.46,
"mean": 1089.46,
"min": 1089.46,
"std": 0.0
},
{
"layer_name": " [model/re_lu_34/Relu6;model/conv2d_34/BiasAdd;model/conv2d_34/Conv2D;conv2d_34/bias]:101",
"max": 1080.4,
"mean": 1080.4,
"min": 1080.4,
"std": 0.0
},
{
"layer_name": " [model/conv2d_38/BiasAdd;model/depthwise_conv2d_17/depthwise;model/conv2d_38/Conv2D;conv2d_38/bias1]:102",
"max": 277.2,
"mean": 277.2,
"min": 277.2,
"std": 0.0
},
{
"layer_name": " [model/resizing/resize/ResizeBilinear]:103",
"max": 128.98000000000002,
"mean": 128.98000000000002,
"min": 128.98000000000002,
"std": 0.0
},
{
"layer_name": " [model/conv2d_37/BiasAdd;model/depthwise_conv2d_17/depthwise;model/conv2d_37/Conv2D;conv2d_37/bias1]:104",
"max": 69.13999999999999,
"mean": 69.13999999999999,
"min": 69.13999999999999,
"std": 0.0
},
{
"layer_name": " [model/add_10/add]:105",
"max": 43.38,
"mean": 43.38,
"min": 43.38,
"std": 0.0
},
{
"layer_name": " [model/depthwise_conv2d_17/BiasAdd;model/depthwise_conv2d_17/depthwise1]:106",
"max": 42.3,
"mean": 42.3,
"min": 42.3,
"std": 0.0
},
{
"layer_name": " [model/conv2d_39/re_lu_35/Relu;model/conv2d_39/BiasAdd;model/depthwise_conv2d_18/depthwise;model/conv2d_39/Conv2D;conv2d_39/bias]:107",
"max": 34.28,
"mean": 34.28,
"min": 34.28,
"std": 0.0
},
{
"layer_name": " [model/resizing_1/resize/ResizeBilinear]:108",
"max": 268.5,
"mean": 268.5,
"min": 268.5,
"std": 0.0
},
{
"layer_name": " [model/conv2d_36/BiasAdd;model/depthwise_conv2d_18/depthwise;model/conv2d_36/Conv2D;conv2d_36/bias1]:109",
"max": 105.52,
"mean": 105.52,
"min": 105.52,
"std": 0.0
},
{
"layer_name": " [model/add_11/add]:110",
"max": 82.76,
"mean": 82.76,
"min": 82.76,
"std": 0.0
},
{
"layer_name": " [model/depthwise_conv2d_18/BiasAdd;model/depthwise_conv2d_18/depthwise1]:111",
"max": 134.36,
"mean": 134.36,
"min": 134.36,
"std": 0.0
},
{
"layer_name": " [model/conv2d_40/re_lu_36/Relu;model/conv2d_40/BiasAdd;model/depthwise_conv2d_20/depthwise;model/conv2d_40/Conv2D;conv2d_40/bias]:112",
"max": 226.92000000000002,
"mean": 226.92000000000002,
"min": 226.92000000000002,
"std": 0.0
},
{
"layer_name": " [model/resizing_2/resize/ResizeBilinear]:113",
"max": 843.62,
"mean": 843.62,
"min": 843.62,
"std": 0.0
},
{
"layer_name": " [model/add_12/add]:114",
"max": 258.74,
"mean": 258.74,
"min": 258.74,
"std": 0.0
},
{
"layer_name": " [model/depthwise_conv2d_19/BiasAdd;model/depthwise_conv2d_20/depthwise;model/depthwise_conv2d_19/depthwise]:115",
"max": 770.36,
"mean": 770.36,
"min": 770.36,
"std": 0.0
},
{
"layer_name": " [model/conv2d_41/re_lu_37/Relu;model/conv2d_41/BiasAdd;model/depthwise_conv2d_20/depthwise;model/conv2d_41/Conv2D;conv2d_41/bias]:116",
"max": 548.74,
"mean": 548.74,
"min": 548.74,
"std": 0.0
},
{
"layer_name": " [model/depthwise_conv2d_20/BiasAdd;model/depthwise_conv2d_20/depthwise11]:117",
"max": 179.64,
"mean": 179.64,
"min": 179.64,
"std": 0.0
},
{
"layer_name": " [model/conv2d_42/re_lu_38/Relu;model/conv2d_42/BiasAdd;model/conv2d_42/Conv2D;conv2d_42/bias]:118",
"max": 1447.22,
"mean": 1447.22,
"min": 1447.22,
"std": 0.0
},
{
"layer_name": " [model/conv2d_43/BiasAdd;model/conv2d_43/Conv2D;conv2d_43/bias1]:119",
"max": 558.02,
"mean": 558.02,
"min": 558.02,
"std": 0.0
},
{
"layer_name": " [StatefulPartitionedCall:01]:120",
"max": 82.74,
"mean": 82.74,
"min": 82.74,
"std": 0.0
},
{
"layer_name": " [StatefulPartitionedCall:0]:121",
"max": 121.84,
"mean": 121.84,
"min": 121.84,
"std": 0.0
}
],
"max": 151159.0,
"mean": 103257.0,
"min": 75603.0,
"std": 19751.0,
"troughput": null
},
"load_accelerator": null,
"load_cpu": 71,
"model_file_name": "movenet_lightning_heatmaps_256_int8_pt.tflite",
"model_size": 2415504,
"nb_inference": 50,
"nb_parameters_model": null,
"postprocess_time": {
"max": null,
"mean": null,
"min": null,
"std": null
},
"power_consumption": 7.4859664,
"preprocess_time": {
"max": null,
"mean": null,
"min": null,
"std": null
},
"ram_peak_usage": 0.3823922384265054,
"ram_size": 3976114176,
"target": "rpi4b",
"target_id": "0000019c716353c48a919c2708c2e96740c0117e3b39e93019ec189e217f7302",
"temperature": null,
"version": 0,
"version_tag": ""
}