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onnxtool.json
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{
"prefix": [
[
"Name",
"MACs",
"CPercent",
"Memory",
"MPercent",
"Params",
"PPercent",
"InShape",
"OutShape"
],
[
"-------------------------------------------------",
"-----------",
"----------",
"----------",
"----------",
"---------",
"----------",
"------------",
"------------"
]
],
"layers": [
[
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[
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[
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[
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[
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"1x128x56x56",
"1x128x56x56"
],
[
"Relu6__15",
"802816",
"0.14%",
"1605632",
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"1x128x56x56",
"1x128x56x56"
],
[
"MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Relu6",
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"8.87%",
"1671680",
"2.86%",
"16512",
"0.39%",
"1x128x56x56",
"1x128x56x56"
],
[
"Relu6__17",
"802816",
"0.14%",
"1605632",
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"0",
"0.00%",
"1x128x56x56",
"1x128x56x56"
],
[
"MobilenetV1/MobilenetV1/Conv2d_4_depthwise/Relu6",
"1003520",
"0.17%",
"406528",
"0.70%",
"1280",
"0.03%",
"1x128x56x56",
"1x128x28x28"
],
[
"Relu6__19",
"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x128x28x28",
"1x128x28x28"
],
[
"MobilenetV1/MobilenetV1/Conv2d_4_pointwise/Relu6",
"25890816",
"4.43%",
"934912",
"1.60%",
"33024",
"0.78%",
"1x128x28x28",
"1x256x28x28"
],
[
"Relu6__21",
"401408",
"0.07%",
"802816",
"1.37%",
"0",
"0.00%",
"1x256x28x28",
"1x256x28x28"
],
[
"MobilenetV1/MobilenetV1/Conv2d_5_depthwise/Relu6",
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"813056",
"1.39%",
"2560",
"0.06%",
"1x256x28x28",
"1x256x28x28"
],
[
"Relu6__23",
"401408",
"0.07%",
"802816",
"1.37%",
"0",
"0.00%",
"1x256x28x28",
"1x256x28x28"
],
[
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"51580928",
"8.83%",
"1065984",
"1.82%",
"65792",
"1.56%",
"1x256x28x28",
"1x256x28x28"
],
[
"Relu6__25",
"401408",
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"802816",
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"0",
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"1x256x28x28",
"1x256x28x28"
],
[
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"210944",
"0.36%",
"2560",
"0.06%",
"1x256x28x28",
"1x256x14x14"
],
[
"Relu6__27",
"100352",
"0.02%",
"200704",
"0.34%",
"0",
"0.00%",
"1x256x14x14",
"1x256x14x14"
],
[
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"927744",
"1.59%",
"131584",
"3.12%",
"1x256x14x14",
"1x512x14x14"
],
[
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"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x512x14x14",
"1x512x14x14"
],
[
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"0.17%",
"421888",
"0.72%",
"5120",
"0.12%",
"1x512x14x14",
"1x512x14x14"
],
[
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"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x512x14x14",
"1x512x14x14"
],
[
"MobilenetV1/MobilenetV1/Conv2d_7_pointwise/Relu6",
"51480576",
"8.82%",
"1452032",
"2.48%",
"262656",
"6.22%",
"1x512x14x14",
"1x512x14x14"
],
[
"Relu6__33",
"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x512x14x14",
"1x512x14x14"
],
[
"MobilenetV1/MobilenetV1/Conv2d_8_depthwise/Relu6",
"1003520",
"0.17%",
"421888",
"0.72%",
"5120",
"0.12%",
"1x512x14x14",
"1x512x14x14"
],
[
"Relu6__35",
"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x512x14x14",
"1x512x14x14"
],
[
"MobilenetV1/MobilenetV1/Conv2d_8_pointwise/Relu6",
"51480576",
"8.82%",
"1452032",
"2.48%",
"262656",
"6.22%",
"1x512x14x14",
"1x512x14x14"
],
[
"Relu6__37",
"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x512x14x14",
"1x512x14x14"
],
[
"MobilenetV1/MobilenetV1/Conv2d_9_depthwise/Relu6",
"1003520",
"0.17%",
"421888",
"0.72%",
"5120",
"0.12%",
"1x512x14x14",
"1x512x14x14"
],
[
"Relu6__39",
"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x512x14x14",
"1x512x14x14"
],
[
"MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Relu6",
"51480576",
"8.82%",
"1452032",
"2.48%",
"262656",
"6.22%",
"1x512x14x14",
"1x512x14x14"
],
[
"Relu6__41",
"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x512x14x14",
"1x512x14x14"
],
[
"MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6",
"1003520",
"0.17%",
"421888",
"0.72%",
"5120",
"0.12%",
"1x512x14x14",
"1x512x14x14"
],
[
"Relu6__43",
"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x512x14x14",
"1x512x14x14"
],
[
"MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6",
"51480576",
"8.82%",
"1452032",
"2.48%",
"262656",
"6.22%",
"1x512x14x14",
"1x512x14x14"
],
[
"Relu6__45",
"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x512x14x14",
"1x512x14x14"
],
[
"MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6",
"1003520",
"0.17%",
"421888",
"0.72%",
"5120",
"0.12%",
"1x512x14x14",
"1x512x14x14"
],
[
"Relu6__47",
"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x512x14x14",
"1x512x14x14"
],
[
"MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6",
"51480576",
"8.82%",
"1452032",
"2.48%",
"262656",
"6.22%",
"1x512x14x14",
"1x512x14x14"
],
[
"Relu6__49",
"200704",
"0.03%",
"401408",
"0.69%",
"0",
"0.00%",
"1x512x14x14",
"1x512x14x14"
],
[
"MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6",
"250880",
"0.04%",
"120832",
"0.21%",
"5120",
"0.12%",
"1x512x14x14",
"1x512x7x7"
],
[
"Relu6__51",
"50176",
"0.01%",
"100352",
"0.17%",
"0",
"0.00%",
"1x512x7x7",
"1x512x7x7"
],
[
"MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6",
"25740288",
"4.41%",
"2301952",
"3.94%",
"525312",
"12.44%",
"1x512x7x7",
"1x1024x7x7"
],
[
"Relu6__53",
"100352",
"0.02%",
"200704",
"0.34%",
"0",
"0.00%",
"1x1024x7x7",
"1x1024x7x7"
],
[
"MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6",
"501760",
"0.09%",
"241664",
"0.41%",
"10240",
"0.24%",
"1x1024x7x7",
"1x1024x7x7"
],
[
"Relu6__55",
"100352",
"0.02%",
"200704",
"0.34%",
"0",
"0.00%",
"1x1024x7x7",
"1x1024x7x7"
],
[
"MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6",
"51430400",
"8.81%",
"4399104",
"7.53%",
"1049600",
"24.86%",
"1x1024x7x7",
"1x1024x7x7"
],
[
"Relu6__57",
"100352",
"0.02%",
"200704",
"0.34%",
"0",
"0.00%",
"1x1024x7x7",
"1x1024x7x7"
],
[
"MobilenetV1/Logits/AvgPool_1a/AvgPool",
"50176",
"0.01%",
"4096",
"0.01%",
"0",
"0.00%",
"1x1024x7x7",
"1x1024x1x1"
],
[
"MobilenetV1/Logits/Conv2d_1c_1x1/BiasAdd",
"1026025",
"0.18%",
"4108104",
"7.03%",
"1026025",
"24.30%",
"1x1024x1x1",
"1x1001x1x1"
],
[
"MobilenetV1/Logits/SpatialSqueeze",
"0",
"0.00%",
"4012",
"0.01%",
"2",
"0.00%",
"1x1001x1x1",
"1x1001"
],
[
"MobilenetV1/Predictions/Reshape_1",
"18018",
"0.00%",
"4004",
"0.01%",
"0",
"0.00%",
"1x1001",
"1x1001"
]
],
"postfix": [
"Total",
"583938635",
"100%",
"58450072",
"100%",
"4222059",
"100%",
"_",
"_"
]
}