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  • Committer: Ilia Platone
  • Date: 2022-11-15 16:19:28 UTC
  • Revision ID: git-v1:b9f4c8dff67bb705341db6a18f84a3d5f61c23ce
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<?xml version="1.0" ?>
 
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<net batch="1" name="pytorch" version="4">
 
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        <layers>
 
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                <layer id="0" name="data" precision="FP32" type="Input">
 
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                                </port>
 
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                        </output>
 
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                </layer>
 
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                <layer id="1" name="Mul1_/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
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                        </input>
 
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                </layer>
 
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                </layer>
 
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                </layer>
 
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                        <output>
 
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                                        <dim>192</dim>
 
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                        </output>
 
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                        </blobs>
 
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                </layer>
 
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                <layer id="5" name="L0003_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
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                        <input>
 
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                                        <dim>192</dim>
 
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                        </input>
 
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                                </port>
 
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                        </output>
 
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                </layer>
 
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                <layer id="6" name="L0004_Conv2d-back_bone_seq.conv2_1_sep_BN" precision="FP32" type="Convolution">
 
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                        <data dilations="1,1" group="1" kernel="1,1" output="56" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
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                        <input>
 
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                                        <dim>192</dim>
 
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                                        <dim>336</dim>
 
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                                </port>
 
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                        </input>
 
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                        <output>
 
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                </layer>
 
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                <layer id="7" name="L0005_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
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                        <data negative_slope="0.0"/>
 
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                        <input>
 
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                                <port id="0">
 
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                                        <dim>1</dim>
 
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                                        <dim>56</dim>
 
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                                        <dim>192</dim>
 
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                                        <dim>336</dim>
 
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                                </port>
 
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                        </input>
 
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                        <output>
 
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                                <port id="1">
 
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                                        <dim>1</dim>
 
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                                        <dim>56</dim>
 
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                                        <dim>192</dim>
 
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                                        <dim>336</dim>
 
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                                </port>
 
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                        </output>
 
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                </layer>
 
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                <layer id="8" name="L0006_Conv2d-back_bone_seq.conv2_2_dw_BN" precision="FP32" type="Convolution">
 
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                        <data dilations="1,1" group="56" kernel="3,3" output="56" pads_begin="1,1" pads_end="1,1" strides="2,2"/>
 
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                </layer>
 
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                <layer id="9" name="Copy_L0008_ActivationBin-back_bone_seq.conv2_2_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data__const" precision="FP32" type="Const">
 
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                </layer>
 
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                <layer id="10" name="Copy_L0008_ActivationBin-back_bone_seq.conv2_2_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data_1184_const" precision="FP32" type="Const">
 
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                </layer>
 
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                <layer id="11" name="752_const" precision="FP32" type="Const">
 
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                        <output>
 
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                </layer>
 
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                <layer id="12" name="754_const" precision="FP32" type="Const">
 
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                </layer>
 
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                <layer id="13" name="L0008_ActivationBin-back_bone_seq.conv2_2_sep_relubin_bin_conv_BIN01/Quantize_" precision="FP32" type="Quantize">
 
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                                </port>
 
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                        </output>
 
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                </layer>
 
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                <layer id="14" name="L0009_Conv2d-back_bone_seq.conv2_2_sep-BIN" precision="FP32" type="BinaryConvolution">
 
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                        <data dilations="1,1" group="1" input="56" kernel="1,1" mode="xnor-popcount" output="104" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
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                                </port>
 
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                        </input>
 
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                        <output>
 
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                        </output>
 
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                                <weights offset="11520" size="728"/>
 
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                </layer>
 
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                <layer id="15" name="L0009_Conv2d-back_bone_seq.conv2_2_sep-BINMul/After/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
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                        <input>
 
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                        <output>
 
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                        <blobs>
 
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                                <biases offset="12664" size="416"/>
 
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                        </blobs>
 
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                </layer>
 
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                <layer id="16" name="L0010_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
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                        <data negative_slope="0.0"/>
 
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                        <input>
 
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                                <port id="0">
 
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                                        <dim>1</dim>
 
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                                        <dim>104</dim>
 
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                                        <dim>96</dim>
 
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                                        <dim>168</dim>
 
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                                </port>
 
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                        </input>
 
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                        <output>
 
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                                <port id="1">
 
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                                        <dim>1</dim>
 
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                                        <dim>104</dim>
 
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                                        <dim>96</dim>
 
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                                        <dim>168</dim>
 
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                                </port>
 
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                        </output>
 
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                </layer>
 
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                <layer id="17" name="L0011_Conv2d-back_bone_seq.conv3_1_dw_BN" precision="FP32" type="Convolution">
 
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                        <data dilations="1,1" group="104" kernel="3,3" output="104" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
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                        <input>
 
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                                <port id="0">
 
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                                        <dim>1</dim>
 
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                                        <dim>104</dim>
 
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                                        <dim>96</dim>
 
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                                        <dim>168</dim>
 
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                                </port>
 
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                        </input>
 
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                        <output>
 
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                                <port id="3">
 
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                                        <dim>1</dim>
 
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                                        <dim>104</dim>
 
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                                        <dim>96</dim>
 
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                        </blobs>
 
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                </layer>
 
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                <layer id="18" name="Copy_L0013_ActivationBin-back_bone_seq.conv3_1_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data__const" precision="FP32" type="Const">
 
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                        <output>
 
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                        </blobs>
 
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                </layer>
 
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                <layer id="19" name="Copy_L0013_ActivationBin-back_bone_seq.conv3_1_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data_1182_const" precision="FP32" type="Const">
 
353
                        <output>
 
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                                <port id="1">
 
355
                                        <dim>1</dim>
 
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                                </port>
 
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                        </output>
 
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                        <blobs>
 
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                                <custom offset="11512" size="4"/>
 
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                        </blobs>
 
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                </layer>
 
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                <layer id="20" name="768_const" precision="FP32" type="Const">
 
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                        <output>
 
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                                <port id="1">
 
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                                </port>
 
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                        </output>
 
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                        <blobs>
 
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                                <custom offset="11512" size="4"/>
 
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                        </blobs>
 
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                </layer>
 
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                <layer id="21" name="770_const" precision="FP32" type="Const">
 
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                        <output>
 
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                        <blobs>
 
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                        </blobs>
 
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                </layer>
 
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                <layer id="22" name="L0013_ActivationBin-back_bone_seq.conv3_1_sep_relubin_bin_conv_BIN01/Quantize_" precision="FP32" type="Quantize">
 
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                        <data levels="2"/>
 
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                                <port id="4">
 
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                        </input>
 
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                        <output>
 
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                                <port id="5">
 
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                                        <dim>1</dim>
 
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                                        <dim>96</dim>
 
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                                        <dim>168</dim>
 
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                                </port>
 
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                        </output>
 
412
                </layer>
 
413
                <layer id="23" name="L0014_Conv2d-back_bone_seq.conv3_1_sep-BIN" precision="FP32" type="BinaryConvolution">
 
414
                        <data dilations="1,1" group="1" input="104" kernel="1,1" mode="xnor-popcount" output="120" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
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                        <input>
 
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                                        <dim>104</dim>
 
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                                        <dim>96</dim>
 
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421
                                </port>
 
422
                        </input>
 
423
                        <output>
 
424
                                <port id="2">
 
425
                                        <dim>1</dim>
 
426
                                        <dim>120</dim>
 
427
                                        <dim>96</dim>
 
428
                                        <dim>168</dim>
 
429
                                </port>
 
430
                        </output>
 
431
                        <blobs>
 
432
                                <weights offset="17240" size="1560"/>
 
433
                        </blobs>
 
434
                </layer>
 
435
                <layer id="24" name="L0014_Conv2d-back_bone_seq.conv3_1_sep-BINMul/After/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
436
                        <input>
 
437
                                <port id="0">
 
438
                                        <dim>1</dim>
 
439
                                        <dim>120</dim>
 
440
                                        <dim>96</dim>
 
441
                                        <dim>168</dim>
 
442
                                </port>
 
443
                        </input>
 
444
                        <output>
 
445
                                <port id="3">
 
446
                                        <dim>1</dim>
 
447
                                        <dim>120</dim>
 
448
                                        <dim>96</dim>
 
449
                                        <dim>168</dim>
 
450
                                </port>
 
451
                        </output>
 
452
                        <blobs>
 
453
                                <weights offset="18800" size="480"/>
 
454
                                <biases offset="19280" size="480"/>
 
455
                        </blobs>
 
456
                </layer>
 
457
                <layer id="25" name="L0015_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
458
                        <data negative_slope="0.0"/>
 
459
                        <input>
 
460
                                <port id="0">
 
461
                                        <dim>1</dim>
 
462
                                        <dim>120</dim>
 
463
                                        <dim>96</dim>
 
464
                                        <dim>168</dim>
 
465
                                </port>
 
466
                        </input>
 
467
                        <output>
 
468
                                <port id="1">
 
469
                                        <dim>1</dim>
 
470
                                        <dim>120</dim>
 
471
                                        <dim>96</dim>
 
472
                                        <dim>168</dim>
 
473
                                </port>
 
474
                        </output>
 
475
                </layer>
 
476
                <layer id="26" name="L0016_Conv2d-back_bone_seq.conv3_2_dw_BN" precision="FP32" type="Convolution">
 
477
                        <data dilations="1,1" group="120" kernel="3,3" output="120" pads_begin="1,1" pads_end="1,1" strides="2,2"/>
 
478
                        <input>
 
479
                                <port id="0">
 
480
                                        <dim>1</dim>
 
481
                                        <dim>120</dim>
 
482
                                        <dim>96</dim>
 
483
                                        <dim>168</dim>
 
484
                                </port>
 
485
                        </input>
 
486
                        <output>
 
487
                                <port id="3">
 
488
                                        <dim>1</dim>
 
489
                                        <dim>120</dim>
 
490
                                        <dim>48</dim>
 
491
                                        <dim>84</dim>
 
492
                                </port>
 
493
                        </output>
 
494
                        <blobs>
 
495
                                <weights offset="19760" size="4320"/>
 
496
                                <biases offset="24080" size="480"/>
 
497
                        </blobs>
 
498
                </layer>
 
499
                <layer id="27" name="Copy_L0018_ActivationBin-back_bone_seq.conv3_2_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data__const" precision="FP32" type="Const">
 
500
                        <output>
 
501
                                <port id="1">
 
502
                                        <dim>1</dim>
 
503
                                </port>
 
504
                        </output>
 
505
                        <blobs>
 
506
                                <custom offset="11512" size="4"/>
 
507
                        </blobs>
 
508
                </layer>
 
509
                <layer id="28" name="Copy_L0018_ActivationBin-back_bone_seq.conv3_2_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data_1192_const" precision="FP32" type="Const">
 
510
                        <output>
 
511
                                <port id="1">
 
512
                                        <dim>1</dim>
 
513
                                </port>
 
514
                        </output>
 
515
                        <blobs>
 
516
                                <custom offset="11512" size="4"/>
 
517
                        </blobs>
 
518
                </layer>
 
519
                <layer id="29" name="728_const" precision="FP32" type="Const">
 
520
                        <output>
 
521
                                <port id="1">
 
522
                                        <dim>1</dim>
 
523
                                </port>
 
524
                        </output>
 
525
                        <blobs>
 
526
                                <custom offset="11512" size="4"/>
 
527
                        </blobs>
 
528
                </layer>
 
529
                <layer id="30" name="730_const" precision="FP32" type="Const">
 
530
                        <output>
 
531
                                <port id="1">
 
532
                                        <dim>1</dim>
 
533
                                </port>
 
534
                        </output>
 
535
                        <blobs>
 
536
                                <custom offset="11516" size="4"/>
 
537
                        </blobs>
 
538
                </layer>
 
539
                <layer id="31" name="L0018_ActivationBin-back_bone_seq.conv3_2_sep_relubin_bin_conv_BIN01/Quantize_" precision="FP32" type="Quantize">
 
540
                        <data levels="2"/>
 
541
                        <input>
 
542
                                <port id="0">
 
543
                                        <dim>1</dim>
 
544
                                        <dim>120</dim>
 
545
                                        <dim>48</dim>
 
546
                                        <dim>84</dim>
 
547
                                </port>
 
548
                                <port id="1">
 
549
                                        <dim>1</dim>
 
550
                                </port>
 
551
                                <port id="2">
 
552
                                        <dim>1</dim>
 
553
                                </port>
 
554
                                <port id="3">
 
555
                                        <dim>1</dim>
 
556
                                </port>
 
557
                                <port id="4">
 
558
                                        <dim>1</dim>
 
559
                                </port>
 
560
                        </input>
 
561
                        <output>
 
562
                                <port id="5">
 
563
                                        <dim>1</dim>
 
564
                                        <dim>120</dim>
 
565
                                        <dim>48</dim>
 
566
                                        <dim>84</dim>
 
567
                                </port>
 
568
                        </output>
 
569
                </layer>
 
570
                <layer id="32" name="L0019_Conv2d-back_bone_seq.conv3_2_sep-BIN" precision="FP32" type="BinaryConvolution">
 
571
                        <data dilations="1,1" group="1" input="120" kernel="1,1" mode="xnor-popcount" output="232" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
572
                        <input>
 
573
                                <port id="0">
 
574
                                        <dim>1</dim>
 
575
                                        <dim>120</dim>
 
576
                                        <dim>48</dim>
 
577
                                        <dim>84</dim>
 
578
                                </port>
 
579
                        </input>
 
580
                        <output>
 
581
                                <port id="2">
 
582
                                        <dim>1</dim>
 
583
                                        <dim>232</dim>
 
584
                                        <dim>48</dim>
 
585
                                        <dim>84</dim>
 
586
                                </port>
 
587
                        </output>
 
588
                        <blobs>
 
589
                                <weights offset="24560" size="3480"/>
 
590
                        </blobs>
 
591
                </layer>
 
592
                <layer id="33" name="L0019_Conv2d-back_bone_seq.conv3_2_sep-BINMul/After/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
593
                        <input>
 
594
                                <port id="0">
 
595
                                        <dim>1</dim>
 
596
                                        <dim>232</dim>
 
597
                                        <dim>48</dim>
 
598
                                        <dim>84</dim>
 
599
                                </port>
 
600
                        </input>
 
601
                        <output>
 
602
                                <port id="3">
 
603
                                        <dim>1</dim>
 
604
                                        <dim>232</dim>
 
605
                                        <dim>48</dim>
 
606
                                        <dim>84</dim>
 
607
                                </port>
 
608
                        </output>
 
609
                        <blobs>
 
610
                                <weights offset="28040" size="928"/>
 
611
                                <biases offset="28968" size="928"/>
 
612
                        </blobs>
 
613
                </layer>
 
614
                <layer id="34" name="L0020_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
615
                        <data negative_slope="0.0"/>
 
616
                        <input>
 
617
                                <port id="0">
 
618
                                        <dim>1</dim>
 
619
                                        <dim>232</dim>
 
620
                                        <dim>48</dim>
 
621
                                        <dim>84</dim>
 
622
                                </port>
 
623
                        </input>
 
624
                        <output>
 
625
                                <port id="1">
 
626
                                        <dim>1</dim>
 
627
                                        <dim>232</dim>
 
628
                                        <dim>48</dim>
 
629
                                        <dim>84</dim>
 
630
                                </port>
 
631
                        </output>
 
632
                </layer>
 
633
                <layer id="35" name="L0021_Conv2d-back_bone_seq.conv4_1_dw_BN" precision="FP32" type="Convolution">
 
634
                        <data dilations="1,1" group="232" kernel="3,3" output="232" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
635
                        <input>
 
636
                                <port id="0">
 
637
                                        <dim>1</dim>
 
638
                                        <dim>232</dim>
 
639
                                        <dim>48</dim>
 
640
                                        <dim>84</dim>
 
641
                                </port>
 
642
                        </input>
 
643
                        <output>
 
644
                                <port id="3">
 
645
                                        <dim>1</dim>
 
646
                                        <dim>232</dim>
 
647
                                        <dim>48</dim>
 
648
                                        <dim>84</dim>
 
649
                                </port>
 
650
                        </output>
 
651
                        <blobs>
 
652
                                <weights offset="29896" size="8352"/>
 
653
                                <biases offset="38248" size="928"/>
 
654
                        </blobs>
 
655
                </layer>
 
656
                <layer id="36" name="Copy_L0023_ActivationBin-back_bone_seq.conv4_1_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data__const" precision="FP32" type="Const">
 
657
                        <output>
 
658
                                <port id="1">
 
659
                                        <dim>1</dim>
 
660
                                </port>
 
661
                        </output>
 
662
                        <blobs>
 
663
                                <custom offset="11512" size="4"/>
 
664
                        </blobs>
 
665
                </layer>
 
666
                <layer id="37" name="Copy_L0023_ActivationBin-back_bone_seq.conv4_1_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data_1174_const" precision="FP32" type="Const">
 
667
                        <output>
 
668
                                <port id="1">
 
669
                                        <dim>1</dim>
 
670
                                </port>
 
671
                        </output>
 
672
                        <blobs>
 
673
                                <custom offset="11512" size="4"/>
 
674
                        </blobs>
 
675
                </layer>
 
676
                <layer id="38" name="712_const" precision="FP32" type="Const">
 
677
                        <output>
 
678
                                <port id="1">
 
679
                                        <dim>1</dim>
 
680
                                </port>
 
681
                        </output>
 
682
                        <blobs>
 
683
                                <custom offset="11512" size="4"/>
 
684
                        </blobs>
 
685
                </layer>
 
686
                <layer id="39" name="714_const" precision="FP32" type="Const">
 
687
                        <output>
 
688
                                <port id="1">
 
689
                                        <dim>1</dim>
 
690
                                </port>
 
691
                        </output>
 
692
                        <blobs>
 
693
                                <custom offset="11516" size="4"/>
 
694
                        </blobs>
 
695
                </layer>
 
696
                <layer id="40" name="L0023_ActivationBin-back_bone_seq.conv4_1_sep_relubin_bin_conv_BIN01/Quantize_" precision="FP32" type="Quantize">
 
697
                        <data levels="2"/>
 
698
                        <input>
 
699
                                <port id="0">
 
700
                                        <dim>1</dim>
 
701
                                        <dim>232</dim>
 
702
                                        <dim>48</dim>
 
703
                                        <dim>84</dim>
 
704
                                </port>
 
705
                                <port id="1">
 
706
                                        <dim>1</dim>
 
707
                                </port>
 
708
                                <port id="2">
 
709
                                        <dim>1</dim>
 
710
                                </port>
 
711
                                <port id="3">
 
712
                                        <dim>1</dim>
 
713
                                </port>
 
714
                                <port id="4">
 
715
                                        <dim>1</dim>
 
716
                                </port>
 
717
                        </input>
 
718
                        <output>
 
719
                                <port id="5">
 
720
                                        <dim>1</dim>
 
721
                                        <dim>232</dim>
 
722
                                        <dim>48</dim>
 
723
                                        <dim>84</dim>
 
724
                                </port>
 
725
                        </output>
 
726
                </layer>
 
727
                <layer id="41" name="L0024_Conv2d-back_bone_seq.conv4_1_sep-BIN" precision="FP32" type="BinaryConvolution">
 
728
                        <data dilations="1,1" group="1" input="232" kernel="1,1" mode="xnor-popcount" output="232" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
729
                        <input>
 
730
                                <port id="0">
 
731
                                        <dim>1</dim>
 
732
                                        <dim>232</dim>
 
733
                                        <dim>48</dim>
 
734
                                        <dim>84</dim>
 
735
                                </port>
 
736
                        </input>
 
737
                        <output>
 
738
                                <port id="2">
 
739
                                        <dim>1</dim>
 
740
                                        <dim>232</dim>
 
741
                                        <dim>48</dim>
 
742
                                        <dim>84</dim>
 
743
                                </port>
 
744
                        </output>
 
745
                        <blobs>
 
746
                                <weights offset="39176" size="6728"/>
 
747
                        </blobs>
 
748
                </layer>
 
749
                <layer id="42" name="L0024_Conv2d-back_bone_seq.conv4_1_sep-BINMul/After/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
750
                        <input>
 
751
                                <port id="0">
 
752
                                        <dim>1</dim>
 
753
                                        <dim>232</dim>
 
754
                                        <dim>48</dim>
 
755
                                        <dim>84</dim>
 
756
                                </port>
 
757
                        </input>
 
758
                        <output>
 
759
                                <port id="3">
 
760
                                        <dim>1</dim>
 
761
                                        <dim>232</dim>
 
762
                                        <dim>48</dim>
 
763
                                        <dim>84</dim>
 
764
                                </port>
 
765
                        </output>
 
766
                        <blobs>
 
767
                                <weights offset="45904" size="928"/>
 
768
                                <biases offset="46832" size="928"/>
 
769
                        </blobs>
 
770
                </layer>
 
771
                <layer id="43" name="L0025_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
772
                        <data negative_slope="0.0"/>
 
773
                        <input>
 
774
                                <port id="0">
 
775
                                        <dim>1</dim>
 
776
                                        <dim>232</dim>
 
777
                                        <dim>48</dim>
 
778
                                        <dim>84</dim>
 
779
                                </port>
 
780
                        </input>
 
781
                        <output>
 
782
                                <port id="1">
 
783
                                        <dim>1</dim>
 
784
                                        <dim>232</dim>
 
785
                                        <dim>48</dim>
 
786
                                        <dim>84</dim>
 
787
                                </port>
 
788
                        </output>
 
789
                </layer>
 
790
                <layer id="44" name="L0026_Conv2d-back_bone_seq.conv4_2_dw_BN" precision="FP32" type="Convolution">
 
791
                        <data dilations="1,1" group="232" kernel="3,3" output="232" pads_begin="1,1" pads_end="1,1" strides="2,2"/>
 
792
                        <input>
 
793
                                <port id="0">
 
794
                                        <dim>1</dim>
 
795
                                        <dim>232</dim>
 
796
                                        <dim>48</dim>
 
797
                                        <dim>84</dim>
 
798
                                </port>
 
799
                        </input>
 
800
                        <output>
 
801
                                <port id="3">
 
802
                                        <dim>1</dim>
 
803
                                        <dim>232</dim>
 
804
                                        <dim>24</dim>
 
805
                                        <dim>42</dim>
 
806
                                </port>
 
807
                        </output>
 
808
                        <blobs>
 
809
                                <weights offset="47760" size="8352"/>
 
810
                                <biases offset="56112" size="928"/>
 
811
                        </blobs>
 
812
                </layer>
 
813
                <layer id="45" name="Copy_L0028_ActivationBin-back_bone_seq.conv4_2_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data__const" precision="FP32" type="Const">
 
814
                        <output>
 
815
                                <port id="1">
 
816
                                        <dim>1</dim>
 
817
                                </port>
 
818
                        </output>
 
819
                        <blobs>
 
820
                                <custom offset="11512" size="4"/>
 
821
                        </blobs>
 
822
                </layer>
 
823
                <layer id="46" name="Copy_L0028_ActivationBin-back_bone_seq.conv4_2_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data_1178_const" precision="FP32" type="Const">
 
824
                        <output>
 
825
                                <port id="1">
 
826
                                        <dim>1</dim>
 
827
                                </port>
 
828
                        </output>
 
829
                        <blobs>
 
830
                                <custom offset="11512" size="4"/>
 
831
                        </blobs>
 
832
                </layer>
 
833
                <layer id="47" name="744_const" precision="FP32" type="Const">
 
834
                        <output>
 
835
                                <port id="1">
 
836
                                        <dim>1</dim>
 
837
                                </port>
 
838
                        </output>
 
839
                        <blobs>
 
840
                                <custom offset="11512" size="4"/>
 
841
                        </blobs>
 
842
                </layer>
 
843
                <layer id="48" name="746_const" precision="FP32" type="Const">
 
844
                        <output>
 
845
                                <port id="1">
 
846
                                        <dim>1</dim>
 
847
                                </port>
 
848
                        </output>
 
849
                        <blobs>
 
850
                                <custom offset="11516" size="4"/>
 
851
                        </blobs>
 
852
                </layer>
 
853
                <layer id="49" name="L0028_ActivationBin-back_bone_seq.conv4_2_sep_relubin_bin_conv_BIN01/Quantize_" precision="FP32" type="Quantize">
 
854
                        <data levels="2"/>
 
855
                        <input>
 
856
                                <port id="0">
 
857
                                        <dim>1</dim>
 
858
                                        <dim>232</dim>
 
859
                                        <dim>24</dim>
 
860
                                        <dim>42</dim>
 
861
                                </port>
 
862
                                <port id="1">
 
863
                                        <dim>1</dim>
 
864
                                </port>
 
865
                                <port id="2">
 
866
                                        <dim>1</dim>
 
867
                                </port>
 
868
                                <port id="3">
 
869
                                        <dim>1</dim>
 
870
                                </port>
 
871
                                <port id="4">
 
872
                                        <dim>1</dim>
 
873
                                </port>
 
874
                        </input>
 
875
                        <output>
 
876
                                <port id="5">
 
877
                                        <dim>1</dim>
 
878
                                        <dim>232</dim>
 
879
                                        <dim>24</dim>
 
880
                                        <dim>42</dim>
 
881
                                </port>
 
882
                        </output>
 
883
                </layer>
 
884
                <layer id="50" name="L0029_Conv2d-back_bone_seq.conv4_2_sep-BIN" precision="FP32" type="BinaryConvolution">
 
885
                        <data dilations="1,1" group="1" input="232" kernel="1,1" mode="xnor-popcount" output="360" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
886
                        <input>
 
887
                                <port id="0">
 
888
                                        <dim>1</dim>
 
889
                                        <dim>232</dim>
 
890
                                        <dim>24</dim>
 
891
                                        <dim>42</dim>
 
892
                                </port>
 
893
                        </input>
 
894
                        <output>
 
895
                                <port id="2">
 
896
                                        <dim>1</dim>
 
897
                                        <dim>360</dim>
 
898
                                        <dim>24</dim>
 
899
                                        <dim>42</dim>
 
900
                                </port>
 
901
                        </output>
 
902
                        <blobs>
 
903
                                <weights offset="57040" size="10440"/>
 
904
                        </blobs>
 
905
                </layer>
 
906
                <layer id="51" name="L0029_Conv2d-back_bone_seq.conv4_2_sep-BINMul/After/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
907
                        <input>
 
908
                                <port id="0">
 
909
                                        <dim>1</dim>
 
910
                                        <dim>360</dim>
 
911
                                        <dim>24</dim>
 
912
                                        <dim>42</dim>
 
913
                                </port>
 
914
                        </input>
 
915
                        <output>
 
916
                                <port id="3">
 
917
                                        <dim>1</dim>
 
918
                                        <dim>360</dim>
 
919
                                        <dim>24</dim>
 
920
                                        <dim>42</dim>
 
921
                                </port>
 
922
                        </output>
 
923
                        <blobs>
 
924
                                <weights offset="67480" size="1440"/>
 
925
                                <biases offset="68920" size="1440"/>
 
926
                        </blobs>
 
927
                </layer>
 
928
                <layer id="52" name="L0030_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
929
                        <data negative_slope="0.0"/>
 
930
                        <input>
 
931
                                <port id="0">
 
932
                                        <dim>1</dim>
 
933
                                        <dim>360</dim>
 
934
                                        <dim>24</dim>
 
935
                                        <dim>42</dim>
 
936
                                </port>
 
937
                        </input>
 
938
                        <output>
 
939
                                <port id="1">
 
940
                                        <dim>1</dim>
 
941
                                        <dim>360</dim>
 
942
                                        <dim>24</dim>
 
943
                                        <dim>42</dim>
 
944
                                </port>
 
945
                        </output>
 
946
                </layer>
 
947
                <layer id="53" name="L0031_Conv2d-back_bone_seq.conv5_1_dw_BN" precision="FP32" type="Convolution">
 
948
                        <data dilations="1,1" group="360" kernel="3,3" output="360" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
949
                        <input>
 
950
                                <port id="0">
 
951
                                        <dim>1</dim>
 
952
                                        <dim>360</dim>
 
953
                                        <dim>24</dim>
 
954
                                        <dim>42</dim>
 
955
                                </port>
 
956
                        </input>
 
957
                        <output>
 
958
                                <port id="3">
 
959
                                        <dim>1</dim>
 
960
                                        <dim>360</dim>
 
961
                                        <dim>24</dim>
 
962
                                        <dim>42</dim>
 
963
                                </port>
 
964
                        </output>
 
965
                        <blobs>
 
966
                                <weights offset="70360" size="12960"/>
 
967
                                <biases offset="83320" size="1440"/>
 
968
                        </blobs>
 
969
                </layer>
 
970
                <layer id="54" name="Copy_L0033_ActivationBin-back_bone_seq.conv5_1_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data__const" precision="FP32" type="Const">
 
971
                        <output>
 
972
                                <port id="1">
 
973
                                        <dim>1</dim>
 
974
                                </port>
 
975
                        </output>
 
976
                        <blobs>
 
977
                                <custom offset="11512" size="4"/>
 
978
                        </blobs>
 
979
                </layer>
 
980
                <layer id="55" name="Copy_L0033_ActivationBin-back_bone_seq.conv5_1_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data_1172_const" precision="FP32" type="Const">
 
981
                        <output>
 
982
                                <port id="1">
 
983
                                        <dim>1</dim>
 
984
                                </port>
 
985
                        </output>
 
986
                        <blobs>
 
987
                                <custom offset="11512" size="4"/>
 
988
                        </blobs>
 
989
                </layer>
 
990
                <layer id="56" name="792_const" precision="FP32" type="Const">
 
991
                        <output>
 
992
                                <port id="1">
 
993
                                        <dim>1</dim>
 
994
                                </port>
 
995
                        </output>
 
996
                        <blobs>
 
997
                                <custom offset="11512" size="4"/>
 
998
                        </blobs>
 
999
                </layer>
 
1000
                <layer id="57" name="794_const" precision="FP32" type="Const">
 
1001
                        <output>
 
1002
                                <port id="1">
 
1003
                                        <dim>1</dim>
 
1004
                                </port>
 
1005
                        </output>
 
1006
                        <blobs>
 
1007
                                <custom offset="11516" size="4"/>
 
1008
                        </blobs>
 
1009
                </layer>
 
1010
                <layer id="58" name="L0033_ActivationBin-back_bone_seq.conv5_1_sep_relubin_bin_conv_BIN01/Quantize_" precision="FP32" type="Quantize">
 
1011
                        <data levels="2"/>
 
1012
                        <input>
 
1013
                                <port id="0">
 
1014
                                        <dim>1</dim>
 
1015
                                        <dim>360</dim>
 
1016
                                        <dim>24</dim>
 
1017
                                        <dim>42</dim>
 
1018
                                </port>
 
1019
                                <port id="1">
 
1020
                                        <dim>1</dim>
 
1021
                                </port>
 
1022
                                <port id="2">
 
1023
                                        <dim>1</dim>
 
1024
                                </port>
 
1025
                                <port id="3">
 
1026
                                        <dim>1</dim>
 
1027
                                </port>
 
1028
                                <port id="4">
 
1029
                                        <dim>1</dim>
 
1030
                                </port>
 
1031
                        </input>
 
1032
                        <output>
 
1033
                                <port id="5">
 
1034
                                        <dim>1</dim>
 
1035
                                        <dim>360</dim>
 
1036
                                        <dim>24</dim>
 
1037
                                        <dim>42</dim>
 
1038
                                </port>
 
1039
                        </output>
 
1040
                </layer>
 
1041
                <layer id="59" name="L0034_Conv2d-back_bone_seq.conv5_1_sep-BIN" precision="FP32" type="BinaryConvolution">
 
1042
                        <data dilations="1,1" group="1" input="360" kernel="1,1" mode="xnor-popcount" output="328" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
1043
                        <input>
 
1044
                                <port id="0">
 
1045
                                        <dim>1</dim>
 
1046
                                        <dim>360</dim>
 
1047
                                        <dim>24</dim>
 
1048
                                        <dim>42</dim>
 
1049
                                </port>
 
1050
                        </input>
 
1051
                        <output>
 
1052
                                <port id="2">
 
1053
                                        <dim>1</dim>
 
1054
                                        <dim>328</dim>
 
1055
                                        <dim>24</dim>
 
1056
                                        <dim>42</dim>
 
1057
                                </port>
 
1058
                        </output>
 
1059
                        <blobs>
 
1060
                                <weights offset="84760" size="14760"/>
 
1061
                        </blobs>
 
1062
                </layer>
 
1063
                <layer id="60" name="L0034_Conv2d-back_bone_seq.conv5_1_sep-BINMul/After/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
1064
                        <input>
 
1065
                                <port id="0">
 
1066
                                        <dim>1</dim>
 
1067
                                        <dim>328</dim>
 
1068
                                        <dim>24</dim>
 
1069
                                        <dim>42</dim>
 
1070
                                </port>
 
1071
                        </input>
 
1072
                        <output>
 
1073
                                <port id="3">
 
1074
                                        <dim>1</dim>
 
1075
                                        <dim>328</dim>
 
1076
                                        <dim>24</dim>
 
1077
                                        <dim>42</dim>
 
1078
                                </port>
 
1079
                        </output>
 
1080
                        <blobs>
 
1081
                                <weights offset="99520" size="1312"/>
 
1082
                                <biases offset="100832" size="1312"/>
 
1083
                        </blobs>
 
1084
                </layer>
 
1085
                <layer id="61" name="L0035_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
1086
                        <data negative_slope="0.0"/>
 
1087
                        <input>
 
1088
                                <port id="0">
 
1089
                                        <dim>1</dim>
 
1090
                                        <dim>328</dim>
 
1091
                                        <dim>24</dim>
 
1092
                                        <dim>42</dim>
 
1093
                                </port>
 
1094
                        </input>
 
1095
                        <output>
 
1096
                                <port id="1">
 
1097
                                        <dim>1</dim>
 
1098
                                        <dim>328</dim>
 
1099
                                        <dim>24</dim>
 
1100
                                        <dim>42</dim>
 
1101
                                </port>
 
1102
                        </output>
 
1103
                </layer>
 
1104
                <layer id="62" name="L0036_Conv2d-back_bone_seq.conv5_2_dw_BN" precision="FP32" type="Convolution">
 
1105
                        <data dilations="1,1" group="328" kernel="3,3" output="328" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
1106
                        <input>
 
1107
                                <port id="0">
 
1108
                                        <dim>1</dim>
 
1109
                                        <dim>328</dim>
 
1110
                                        <dim>24</dim>
 
1111
                                        <dim>42</dim>
 
1112
                                </port>
 
1113
                        </input>
 
1114
                        <output>
 
1115
                                <port id="3">
 
1116
                                        <dim>1</dim>
 
1117
                                        <dim>328</dim>
 
1118
                                        <dim>24</dim>
 
1119
                                        <dim>42</dim>
 
1120
                                </port>
 
1121
                        </output>
 
1122
                        <blobs>
 
1123
                                <weights offset="102144" size="11808"/>
 
1124
                                <biases offset="113952" size="1312"/>
 
1125
                        </blobs>
 
1126
                </layer>
 
1127
                <layer id="63" name="Copy_L0038_ActivationBin-back_bone_seq.conv5_2_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data__const" precision="FP32" type="Const">
 
1128
                        <output>
 
1129
                                <port id="1">
 
1130
                                        <dim>1</dim>
 
1131
                                </port>
 
1132
                        </output>
 
1133
                        <blobs>
 
1134
                                <custom offset="11512" size="4"/>
 
1135
                        </blobs>
 
1136
                </layer>
 
1137
                <layer id="64" name="Copy_L0038_ActivationBin-back_bone_seq.conv5_2_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data_1180_const" precision="FP32" type="Const">
 
1138
                        <output>
 
1139
                                <port id="1">
 
1140
                                        <dim>1</dim>
 
1141
                                </port>
 
1142
                        </output>
 
1143
                        <blobs>
 
1144
                                <custom offset="11512" size="4"/>
 
1145
                        </blobs>
 
1146
                </layer>
 
1147
                <layer id="65" name="776_const" precision="FP32" type="Const">
 
1148
                        <output>
 
1149
                                <port id="1">
 
1150
                                        <dim>1</dim>
 
1151
                                </port>
 
1152
                        </output>
 
1153
                        <blobs>
 
1154
                                <custom offset="11512" size="4"/>
 
1155
                        </blobs>
 
1156
                </layer>
 
1157
                <layer id="66" name="778_const" precision="FP32" type="Const">
 
1158
                        <output>
 
1159
                                <port id="1">
 
1160
                                        <dim>1</dim>
 
1161
                                </port>
 
1162
                        </output>
 
1163
                        <blobs>
 
1164
                                <custom offset="11516" size="4"/>
 
1165
                        </blobs>
 
1166
                </layer>
 
1167
                <layer id="67" name="L0038_ActivationBin-back_bone_seq.conv5_2_sep_relubin_bin_conv_BIN01/Quantize_" precision="FP32" type="Quantize">
 
1168
                        <data levels="2"/>
 
1169
                        <input>
 
1170
                                <port id="0">
 
1171
                                        <dim>1</dim>
 
1172
                                        <dim>328</dim>
 
1173
                                        <dim>24</dim>
 
1174
                                        <dim>42</dim>
 
1175
                                </port>
 
1176
                                <port id="1">
 
1177
                                        <dim>1</dim>
 
1178
                                </port>
 
1179
                                <port id="2">
 
1180
                                        <dim>1</dim>
 
1181
                                </port>
 
1182
                                <port id="3">
 
1183
                                        <dim>1</dim>
 
1184
                                </port>
 
1185
                                <port id="4">
 
1186
                                        <dim>1</dim>
 
1187
                                </port>
 
1188
                        </input>
 
1189
                        <output>
 
1190
                                <port id="5">
 
1191
                                        <dim>1</dim>
 
1192
                                        <dim>328</dim>
 
1193
                                        <dim>24</dim>
 
1194
                                        <dim>42</dim>
 
1195
                                </port>
 
1196
                        </output>
 
1197
                </layer>
 
1198
                <layer id="68" name="L0039_Conv2d-back_bone_seq.conv5_2_sep-BIN" precision="FP32" type="BinaryConvolution">
 
1199
                        <data dilations="1,1" group="1" input="328" kernel="1,1" mode="xnor-popcount" output="304" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
1200
                        <input>
 
1201
                                <port id="0">
 
1202
                                        <dim>1</dim>
 
1203
                                        <dim>328</dim>
 
1204
                                        <dim>24</dim>
 
1205
                                        <dim>42</dim>
 
1206
                                </port>
 
1207
                        </input>
 
1208
                        <output>
 
1209
                                <port id="2">
 
1210
                                        <dim>1</dim>
 
1211
                                        <dim>304</dim>
 
1212
                                        <dim>24</dim>
 
1213
                                        <dim>42</dim>
 
1214
                                </port>
 
1215
                        </output>
 
1216
                        <blobs>
 
1217
                                <weights offset="115264" size="12464"/>
 
1218
                        </blobs>
 
1219
                </layer>
 
1220
                <layer id="69" name="L0039_Conv2d-back_bone_seq.conv5_2_sep-BINMul/After/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
1221
                        <input>
 
1222
                                <port id="0">
 
1223
                                        <dim>1</dim>
 
1224
                                        <dim>304</dim>
 
1225
                                        <dim>24</dim>
 
1226
                                        <dim>42</dim>
 
1227
                                </port>
 
1228
                        </input>
 
1229
                        <output>
 
1230
                                <port id="3">
 
1231
                                        <dim>1</dim>
 
1232
                                        <dim>304</dim>
 
1233
                                        <dim>24</dim>
 
1234
                                        <dim>42</dim>
 
1235
                                </port>
 
1236
                        </output>
 
1237
                        <blobs>
 
1238
                                <weights offset="127728" size="1216"/>
 
1239
                                <biases offset="128944" size="1216"/>
 
1240
                        </blobs>
 
1241
                </layer>
 
1242
                <layer id="70" name="L0040_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
1243
                        <data negative_slope="0.0"/>
 
1244
                        <input>
 
1245
                                <port id="0">
 
1246
                                        <dim>1</dim>
 
1247
                                        <dim>304</dim>
 
1248
                                        <dim>24</dim>
 
1249
                                        <dim>42</dim>
 
1250
                                </port>
 
1251
                        </input>
 
1252
                        <output>
 
1253
                                <port id="1">
 
1254
                                        <dim>1</dim>
 
1255
                                        <dim>304</dim>
 
1256
                                        <dim>24</dim>
 
1257
                                        <dim>42</dim>
 
1258
                                </port>
 
1259
                        </output>
 
1260
                </layer>
 
1261
                <layer id="71" name="L0041_Conv2d-back_bone_seq.conv5_3_dw_BN" precision="FP32" type="Convolution">
 
1262
                        <data dilations="1,1" group="304" kernel="3,3" output="304" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
1263
                        <input>
 
1264
                                <port id="0">
 
1265
                                        <dim>1</dim>
 
1266
                                        <dim>304</dim>
 
1267
                                        <dim>24</dim>
 
1268
                                        <dim>42</dim>
 
1269
                                </port>
 
1270
                        </input>
 
1271
                        <output>
 
1272
                                <port id="3">
 
1273
                                        <dim>1</dim>
 
1274
                                        <dim>304</dim>
 
1275
                                        <dim>24</dim>
 
1276
                                        <dim>42</dim>
 
1277
                                </port>
 
1278
                        </output>
 
1279
                        <blobs>
 
1280
                                <weights offset="130160" size="10944"/>
 
1281
                                <biases offset="141104" size="1216"/>
 
1282
                        </blobs>
 
1283
                </layer>
 
1284
                <layer id="72" name="Copy_L0043_ActivationBin-back_bone_seq.conv5_3_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data__const" precision="FP32" type="Const">
 
1285
                        <output>
 
1286
                                <port id="1">
 
1287
                                        <dim>1</dim>
 
1288
                                </port>
 
1289
                        </output>
 
1290
                        <blobs>
 
1291
                                <custom offset="11512" size="4"/>
 
1292
                        </blobs>
 
1293
                </layer>
 
1294
                <layer id="73" name="Copy_L0043_ActivationBin-back_bone_seq.conv5_3_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data_1176_const" precision="FP32" type="Const">
 
1295
                        <output>
 
1296
                                <port id="1">
 
1297
                                        <dim>1</dim>
 
1298
                                </port>
 
1299
                        </output>
 
1300
                        <blobs>
 
1301
                                <custom offset="11512" size="4"/>
 
1302
                        </blobs>
 
1303
                </layer>
 
1304
                <layer id="74" name="736_const" precision="FP32" type="Const">
 
1305
                        <output>
 
1306
                                <port id="1">
 
1307
                                        <dim>1</dim>
 
1308
                                </port>
 
1309
                        </output>
 
1310
                        <blobs>
 
1311
                                <custom offset="11512" size="4"/>
 
1312
                        </blobs>
 
1313
                </layer>
 
1314
                <layer id="75" name="738_const" precision="FP32" type="Const">
 
1315
                        <output>
 
1316
                                <port id="1">
 
1317
                                        <dim>1</dim>
 
1318
                                </port>
 
1319
                        </output>
 
1320
                        <blobs>
 
1321
                                <custom offset="11516" size="4"/>
 
1322
                        </blobs>
 
1323
                </layer>
 
1324
                <layer id="76" name="L0043_ActivationBin-back_bone_seq.conv5_3_sep_relubin_bin_conv_BIN01/Quantize_" precision="FP32" type="Quantize">
 
1325
                        <data levels="2"/>
 
1326
                        <input>
 
1327
                                <port id="0">
 
1328
                                        <dim>1</dim>
 
1329
                                        <dim>304</dim>
 
1330
                                        <dim>24</dim>
 
1331
                                        <dim>42</dim>
 
1332
                                </port>
 
1333
                                <port id="1">
 
1334
                                        <dim>1</dim>
 
1335
                                </port>
 
1336
                                <port id="2">
 
1337
                                        <dim>1</dim>
 
1338
                                </port>
 
1339
                                <port id="3">
 
1340
                                        <dim>1</dim>
 
1341
                                </port>
 
1342
                                <port id="4">
 
1343
                                        <dim>1</dim>
 
1344
                                </port>
 
1345
                        </input>
 
1346
                        <output>
 
1347
                                <port id="5">
 
1348
                                        <dim>1</dim>
 
1349
                                        <dim>304</dim>
 
1350
                                        <dim>24</dim>
 
1351
                                        <dim>42</dim>
 
1352
                                </port>
 
1353
                        </output>
 
1354
                </layer>
 
1355
                <layer id="77" name="L0044_Conv2d-back_bone_seq.conv5_3_sep-BIN" precision="FP32" type="BinaryConvolution">
 
1356
                        <data dilations="1,1" group="1" input="304" kernel="1,1" mode="xnor-popcount" output="248" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
1357
                        <input>
 
1358
                                <port id="0">
 
1359
                                        <dim>1</dim>
 
1360
                                        <dim>304</dim>
 
1361
                                        <dim>24</dim>
 
1362
                                        <dim>42</dim>
 
1363
                                </port>
 
1364
                        </input>
 
1365
                        <output>
 
1366
                                <port id="2">
 
1367
                                        <dim>1</dim>
 
1368
                                        <dim>248</dim>
 
1369
                                        <dim>24</dim>
 
1370
                                        <dim>42</dim>
 
1371
                                </port>
 
1372
                        </output>
 
1373
                        <blobs>
 
1374
                                <weights offset="142320" size="9424"/>
 
1375
                        </blobs>
 
1376
                </layer>
 
1377
                <layer id="78" name="L0044_Conv2d-back_bone_seq.conv5_3_sep-BINMul/After/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
1378
                        <input>
 
1379
                                <port id="0">
 
1380
                                        <dim>1</dim>
 
1381
                                        <dim>248</dim>
 
1382
                                        <dim>24</dim>
 
1383
                                        <dim>42</dim>
 
1384
                                </port>
 
1385
                        </input>
 
1386
                        <output>
 
1387
                                <port id="3">
 
1388
                                        <dim>1</dim>
 
1389
                                        <dim>248</dim>
 
1390
                                        <dim>24</dim>
 
1391
                                        <dim>42</dim>
 
1392
                                </port>
 
1393
                        </output>
 
1394
                        <blobs>
 
1395
                                <weights offset="151744" size="992"/>
 
1396
                                <biases offset="152736" size="992"/>
 
1397
                        </blobs>
 
1398
                </layer>
 
1399
                <layer id="79" name="L0045_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
1400
                        <data negative_slope="0.0"/>
 
1401
                        <input>
 
1402
                                <port id="0">
 
1403
                                        <dim>1</dim>
 
1404
                                        <dim>248</dim>
 
1405
                                        <dim>24</dim>
 
1406
                                        <dim>42</dim>
 
1407
                                </port>
 
1408
                        </input>
 
1409
                        <output>
 
1410
                                <port id="1">
 
1411
                                        <dim>1</dim>
 
1412
                                        <dim>248</dim>
 
1413
                                        <dim>24</dim>
 
1414
                                        <dim>42</dim>
 
1415
                                </port>
 
1416
                        </output>
 
1417
                </layer>
 
1418
                <layer id="80" name="L0046_Conv2d-back_bone_seq.conv5_4_dw_BN" precision="FP32" type="Convolution">
 
1419
                        <data dilations="1,1" group="248" kernel="3,3" output="248" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
1420
                        <input>
 
1421
                                <port id="0">
 
1422
                                        <dim>1</dim>
 
1423
                                        <dim>248</dim>
 
1424
                                        <dim>24</dim>
 
1425
                                        <dim>42</dim>
 
1426
                                </port>
 
1427
                        </input>
 
1428
                        <output>
 
1429
                                <port id="3">
 
1430
                                        <dim>1</dim>
 
1431
                                        <dim>248</dim>
 
1432
                                        <dim>24</dim>
 
1433
                                        <dim>42</dim>
 
1434
                                </port>
 
1435
                        </output>
 
1436
                        <blobs>
 
1437
                                <weights offset="153728" size="8928"/>
 
1438
                                <biases offset="162656" size="992"/>
 
1439
                        </blobs>
 
1440
                </layer>
 
1441
                <layer id="81" name="Copy_L0048_ActivationBin-back_bone_seq.conv5_4_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data__const" precision="FP32" type="Const">
 
1442
                        <output>
 
1443
                                <port id="1">
 
1444
                                        <dim>1</dim>
 
1445
                                </port>
 
1446
                        </output>
 
1447
                        <blobs>
 
1448
                                <custom offset="11512" size="4"/>
 
1449
                        </blobs>
 
1450
                </layer>
 
1451
                <layer id="82" name="Copy_L0048_ActivationBin-back_bone_seq.conv5_4_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data_1186_const" precision="FP32" type="Const">
 
1452
                        <output>
 
1453
                                <port id="1">
 
1454
                                        <dim>1</dim>
 
1455
                                </port>
 
1456
                        </output>
 
1457
                        <blobs>
 
1458
                                <custom offset="11512" size="4"/>
 
1459
                        </blobs>
 
1460
                </layer>
 
1461
                <layer id="83" name="760_const" precision="FP32" type="Const">
 
1462
                        <output>
 
1463
                                <port id="1">
 
1464
                                        <dim>1</dim>
 
1465
                                </port>
 
1466
                        </output>
 
1467
                        <blobs>
 
1468
                                <custom offset="11512" size="4"/>
 
1469
                        </blobs>
 
1470
                </layer>
 
1471
                <layer id="84" name="762_const" precision="FP32" type="Const">
 
1472
                        <output>
 
1473
                                <port id="1">
 
1474
                                        <dim>1</dim>
 
1475
                                </port>
 
1476
                        </output>
 
1477
                        <blobs>
 
1478
                                <custom offset="11516" size="4"/>
 
1479
                        </blobs>
 
1480
                </layer>
 
1481
                <layer id="85" name="L0048_ActivationBin-back_bone_seq.conv5_4_sep_relubin_bin_conv_BIN01/Quantize_" precision="FP32" type="Quantize">
 
1482
                        <data levels="2"/>
 
1483
                        <input>
 
1484
                                <port id="0">
 
1485
                                        <dim>1</dim>
 
1486
                                        <dim>248</dim>
 
1487
                                        <dim>24</dim>
 
1488
                                        <dim>42</dim>
 
1489
                                </port>
 
1490
                                <port id="1">
 
1491
                                        <dim>1</dim>
 
1492
                                </port>
 
1493
                                <port id="2">
 
1494
                                        <dim>1</dim>
 
1495
                                </port>
 
1496
                                <port id="3">
 
1497
                                        <dim>1</dim>
 
1498
                                </port>
 
1499
                                <port id="4">
 
1500
                                        <dim>1</dim>
 
1501
                                </port>
 
1502
                        </input>
 
1503
                        <output>
 
1504
                                <port id="5">
 
1505
                                        <dim>1</dim>
 
1506
                                        <dim>248</dim>
 
1507
                                        <dim>24</dim>
 
1508
                                        <dim>42</dim>
 
1509
                                </port>
 
1510
                        </output>
 
1511
                </layer>
 
1512
                <layer id="86" name="L0049_Conv2d-back_bone_seq.conv5_4_sep-BIN" precision="FP32" type="BinaryConvolution">
 
1513
                        <data dilations="1,1" group="1" input="248" kernel="1,1" mode="xnor-popcount" output="224" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
1514
                        <input>
 
1515
                                <port id="0">
 
1516
                                        <dim>1</dim>
 
1517
                                        <dim>248</dim>
 
1518
                                        <dim>24</dim>
 
1519
                                        <dim>42</dim>
 
1520
                                </port>
 
1521
                        </input>
 
1522
                        <output>
 
1523
                                <port id="2">
 
1524
                                        <dim>1</dim>
 
1525
                                        <dim>224</dim>
 
1526
                                        <dim>24</dim>
 
1527
                                        <dim>42</dim>
 
1528
                                </port>
 
1529
                        </output>
 
1530
                        <blobs>
 
1531
                                <weights offset="163648" size="6944"/>
 
1532
                        </blobs>
 
1533
                </layer>
 
1534
                <layer id="87" name="L0049_Conv2d-back_bone_seq.conv5_4_sep-BINMul/After/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
1535
                        <input>
 
1536
                                <port id="0">
 
1537
                                        <dim>1</dim>
 
1538
                                        <dim>224</dim>
 
1539
                                        <dim>24</dim>
 
1540
                                        <dim>42</dim>
 
1541
                                </port>
 
1542
                        </input>
 
1543
                        <output>
 
1544
                                <port id="3">
 
1545
                                        <dim>1</dim>
 
1546
                                        <dim>224</dim>
 
1547
                                        <dim>24</dim>
 
1548
                                        <dim>42</dim>
 
1549
                                </port>
 
1550
                        </output>
 
1551
                        <blobs>
 
1552
                                <weights offset="170592" size="896"/>
 
1553
                                <biases offset="171488" size="896"/>
 
1554
                        </blobs>
 
1555
                </layer>
 
1556
                <layer id="88" name="L0050_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
1557
                        <data negative_slope="0.0"/>
 
1558
                        <input>
 
1559
                                <port id="0">
 
1560
                                        <dim>1</dim>
 
1561
                                        <dim>224</dim>
 
1562
                                        <dim>24</dim>
 
1563
                                        <dim>42</dim>
 
1564
                                </port>
 
1565
                        </input>
 
1566
                        <output>
 
1567
                                <port id="1">
 
1568
                                        <dim>1</dim>
 
1569
                                        <dim>224</dim>
 
1570
                                        <dim>24</dim>
 
1571
                                        <dim>42</dim>
 
1572
                                </port>
 
1573
                        </output>
 
1574
                </layer>
 
1575
                <layer id="89" name="L0051_Conv2d-back_bone_seq.conv5_5_dw_BN" precision="FP32" type="Convolution">
 
1576
                        <data dilations="1,1" group="224" kernel="3,3" output="224" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
1577
                        <input>
 
1578
                                <port id="0">
 
1579
                                        <dim>1</dim>
 
1580
                                        <dim>224</dim>
 
1581
                                        <dim>24</dim>
 
1582
                                        <dim>42</dim>
 
1583
                                </port>
 
1584
                        </input>
 
1585
                        <output>
 
1586
                                <port id="3">
 
1587
                                        <dim>1</dim>
 
1588
                                        <dim>224</dim>
 
1589
                                        <dim>24</dim>
 
1590
                                        <dim>42</dim>
 
1591
                                </port>
 
1592
                        </output>
 
1593
                        <blobs>
 
1594
                                <weights offset="172384" size="8064"/>
 
1595
                                <biases offset="180448" size="896"/>
 
1596
                        </blobs>
 
1597
                </layer>
 
1598
                <layer id="90" name="Copy_L0053_ActivationBin-back_bone_seq.conv5_5_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data__const" precision="FP32" type="Const">
 
1599
                        <output>
 
1600
                                <port id="1">
 
1601
                                        <dim>1</dim>
 
1602
                                </port>
 
1603
                        </output>
 
1604
                        <blobs>
 
1605
                                <custom offset="11512" size="4"/>
 
1606
                        </blobs>
 
1607
                </layer>
 
1608
                <layer id="91" name="Copy_L0053_ActivationBin-back_bone_seq.conv5_5_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data_1188_const" precision="FP32" type="Const">
 
1609
                        <output>
 
1610
                                <port id="1">
 
1611
                                        <dim>1</dim>
 
1612
                                </port>
 
1613
                        </output>
 
1614
                        <blobs>
 
1615
                                <custom offset="11512" size="4"/>
 
1616
                        </blobs>
 
1617
                </layer>
 
1618
                <layer id="92" name="720_const" precision="FP32" type="Const">
 
1619
                        <output>
 
1620
                                <port id="1">
 
1621
                                        <dim>1</dim>
 
1622
                                </port>
 
1623
                        </output>
 
1624
                        <blobs>
 
1625
                                <custom offset="11512" size="4"/>
 
1626
                        </blobs>
 
1627
                </layer>
 
1628
                <layer id="93" name="722_const" precision="FP32" type="Const">
 
1629
                        <output>
 
1630
                                <port id="1">
 
1631
                                        <dim>1</dim>
 
1632
                                </port>
 
1633
                        </output>
 
1634
                        <blobs>
 
1635
                                <custom offset="11516" size="4"/>
 
1636
                        </blobs>
 
1637
                </layer>
 
1638
                <layer id="94" name="L0053_ActivationBin-back_bone_seq.conv5_5_sep_relubin_bin_conv_BIN01/Quantize_" precision="FP32" type="Quantize">
 
1639
                        <data levels="2"/>
 
1640
                        <input>
 
1641
                                <port id="0">
 
1642
                                        <dim>1</dim>
 
1643
                                        <dim>224</dim>
 
1644
                                        <dim>24</dim>
 
1645
                                        <dim>42</dim>
 
1646
                                </port>
 
1647
                                <port id="1">
 
1648
                                        <dim>1</dim>
 
1649
                                </port>
 
1650
                                <port id="2">
 
1651
                                        <dim>1</dim>
 
1652
                                </port>
 
1653
                                <port id="3">
 
1654
                                        <dim>1</dim>
 
1655
                                </port>
 
1656
                                <port id="4">
 
1657
                                        <dim>1</dim>
 
1658
                                </port>
 
1659
                        </input>
 
1660
                        <output>
 
1661
                                <port id="5">
 
1662
                                        <dim>1</dim>
 
1663
                                        <dim>224</dim>
 
1664
                                        <dim>24</dim>
 
1665
                                        <dim>42</dim>
 
1666
                                </port>
 
1667
                        </output>
 
1668
                </layer>
 
1669
                <layer id="95" name="L0054_Conv2d-back_bone_seq.conv5_5_sep-BIN" precision="FP32" type="BinaryConvolution">
 
1670
                        <data dilations="1,1" group="1" input="224" kernel="1,1" mode="xnor-popcount" output="184" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
1671
                        <input>
 
1672
                                <port id="0">
 
1673
                                        <dim>1</dim>
 
1674
                                        <dim>224</dim>
 
1675
                                        <dim>24</dim>
 
1676
                                        <dim>42</dim>
 
1677
                                </port>
 
1678
                        </input>
 
1679
                        <output>
 
1680
                                <port id="2">
 
1681
                                        <dim>1</dim>
 
1682
                                        <dim>184</dim>
 
1683
                                        <dim>24</dim>
 
1684
                                        <dim>42</dim>
 
1685
                                </port>
 
1686
                        </output>
 
1687
                        <blobs>
 
1688
                                <weights offset="181344" size="5152"/>
 
1689
                        </blobs>
 
1690
                </layer>
 
1691
                <layer id="96" name="L0054_Conv2d-back_bone_seq.conv5_5_sep-BINMul/After/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
1692
                        <input>
 
1693
                                <port id="0">
 
1694
                                        <dim>1</dim>
 
1695
                                        <dim>184</dim>
 
1696
                                        <dim>24</dim>
 
1697
                                        <dim>42</dim>
 
1698
                                </port>
 
1699
                        </input>
 
1700
                        <output>
 
1701
                                <port id="3">
 
1702
                                        <dim>1</dim>
 
1703
                                        <dim>184</dim>
 
1704
                                        <dim>24</dim>
 
1705
                                        <dim>42</dim>
 
1706
                                </port>
 
1707
                        </output>
 
1708
                        <blobs>
 
1709
                                <weights offset="186496" size="736"/>
 
1710
                                <biases offset="187232" size="736"/>
 
1711
                        </blobs>
 
1712
                </layer>
 
1713
                <layer id="97" name="L0055_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
1714
                        <data negative_slope="0.0"/>
 
1715
                        <input>
 
1716
                                <port id="0">
 
1717
                                        <dim>1</dim>
 
1718
                                        <dim>184</dim>
 
1719
                                        <dim>24</dim>
 
1720
                                        <dim>42</dim>
 
1721
                                </port>
 
1722
                        </input>
 
1723
                        <output>
 
1724
                                <port id="1">
 
1725
                                        <dim>1</dim>
 
1726
                                        <dim>184</dim>
 
1727
                                        <dim>24</dim>
 
1728
                                        <dim>42</dim>
 
1729
                                </port>
 
1730
                        </output>
 
1731
                </layer>
 
1732
                <layer id="98" name="L0056_Conv2d-loc_seq.conv4_3_0_norm_mbox_loc" precision="FP32" type="Convolution">
 
1733
                        <data dilations="1,1" group="1" kernel="3,3" output="16" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
1734
                        <input>
 
1735
                                <port id="0">
 
1736
                                        <dim>1</dim>
 
1737
                                        <dim>184</dim>
 
1738
                                        <dim>24</dim>
 
1739
                                        <dim>42</dim>
 
1740
                                </port>
 
1741
                        </input>
 
1742
                        <output>
 
1743
                                <port id="3">
 
1744
                                        <dim>1</dim>
 
1745
                                        <dim>16</dim>
 
1746
                                        <dim>24</dim>
 
1747
                                        <dim>42</dim>
 
1748
                                </port>
 
1749
                        </output>
 
1750
                        <blobs>
 
1751
                                <weights offset="187968" size="105984"/>
 
1752
                                <biases offset="293952" size="64"/>
 
1753
                        </blobs>
 
1754
                </layer>
 
1755
                <layer id="99" name="conv4_3_0_norm_mbox_loc_perm" precision="FP32" type="Permute">
 
1756
                        <data order="0,2,3,1"/>
 
1757
                        <input>
 
1758
                                <port id="0">
 
1759
                                        <dim>1</dim>
 
1760
                                        <dim>16</dim>
 
1761
                                        <dim>24</dim>
 
1762
                                        <dim>42</dim>
 
1763
                                </port>
 
1764
                        </input>
 
1765
                        <output>
 
1766
                                <port id="1">
 
1767
                                        <dim>1</dim>
 
1768
                                        <dim>24</dim>
 
1769
                                        <dim>42</dim>
 
1770
                                        <dim>16</dim>
 
1771
                                </port>
 
1772
                        </output>
 
1773
                </layer>
 
1774
                <layer id="100" name="conv4_3_0_norm_mbox_loc_flat" precision="FP32" type="Flatten">
 
1775
                        <data axis="1" end_axis="-1"/>
 
1776
                        <input>
 
1777
                                <port id="0">
 
1778
                                        <dim>1</dim>
 
1779
                                        <dim>24</dim>
 
1780
                                        <dim>42</dim>
 
1781
                                        <dim>16</dim>
 
1782
                                </port>
 
1783
                        </input>
 
1784
                        <output>
 
1785
                                <port id="1">
 
1786
                                        <dim>1</dim>
 
1787
                                        <dim>16128</dim>
 
1788
                                </port>
 
1789
                        </output>
 
1790
                </layer>
 
1791
                <layer id="101" name="L0057_Conv2d-loc_seq.conv4_3_norm_mbox_loc" precision="FP32" type="Convolution">
 
1792
                        <data dilations="1,1" group="1" kernel="3,3" output="16" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
1793
                        <input>
 
1794
                                <port id="0">
 
1795
                                        <dim>1</dim>
 
1796
                                        <dim>184</dim>
 
1797
                                        <dim>24</dim>
 
1798
                                        <dim>42</dim>
 
1799
                                </port>
 
1800
                        </input>
 
1801
                        <output>
 
1802
                                <port id="3">
 
1803
                                        <dim>1</dim>
 
1804
                                        <dim>16</dim>
 
1805
                                        <dim>24</dim>
 
1806
                                        <dim>42</dim>
 
1807
                                </port>
 
1808
                        </output>
 
1809
                        <blobs>
 
1810
                                <weights offset="294016" size="105984"/>
 
1811
                                <biases offset="400000" size="64"/>
 
1812
                        </blobs>
 
1813
                </layer>
 
1814
                <layer id="102" name="conv4_3_norm_mbox_loc_perm" precision="FP32" type="Permute">
 
1815
                        <data order="0,2,3,1"/>
 
1816
                        <input>
 
1817
                                <port id="0">
 
1818
                                        <dim>1</dim>
 
1819
                                        <dim>16</dim>
 
1820
                                        <dim>24</dim>
 
1821
                                        <dim>42</dim>
 
1822
                                </port>
 
1823
                        </input>
 
1824
                        <output>
 
1825
                                <port id="1">
 
1826
                                        <dim>1</dim>
 
1827
                                        <dim>24</dim>
 
1828
                                        <dim>42</dim>
 
1829
                                        <dim>16</dim>
 
1830
                                </port>
 
1831
                        </output>
 
1832
                </layer>
 
1833
                <layer id="103" name="conv4_3_norm_mbox_loc_flat" precision="FP32" type="Flatten">
 
1834
                        <data axis="1" end_axis="-1"/>
 
1835
                        <input>
 
1836
                                <port id="0">
 
1837
                                        <dim>1</dim>
 
1838
                                        <dim>24</dim>
 
1839
                                        <dim>42</dim>
 
1840
                                        <dim>16</dim>
 
1841
                                </port>
 
1842
                        </input>
 
1843
                        <output>
 
1844
                                <port id="1">
 
1845
                                        <dim>1</dim>
 
1846
                                        <dim>16128</dim>
 
1847
                                </port>
 
1848
                        </output>
 
1849
                </layer>
 
1850
                <layer id="104" name="L0058_Conv2d-back_bone_seq.conv5_6_dw_BN" precision="FP32" type="Convolution">
 
1851
                        <data dilations="1,1" group="184" kernel="3,3" output="184" pads_begin="1,1" pads_end="1,1" strides="2,2"/>
 
1852
                        <input>
 
1853
                                <port id="0">
 
1854
                                        <dim>1</dim>
 
1855
                                        <dim>184</dim>
 
1856
                                        <dim>24</dim>
 
1857
                                        <dim>42</dim>
 
1858
                                </port>
 
1859
                        </input>
 
1860
                        <output>
 
1861
                                <port id="3">
 
1862
                                        <dim>1</dim>
 
1863
                                        <dim>184</dim>
 
1864
                                        <dim>12</dim>
 
1865
                                        <dim>21</dim>
 
1866
                                </port>
 
1867
                        </output>
 
1868
                        <blobs>
 
1869
                                <weights offset="400064" size="6624"/>
 
1870
                                <biases offset="406688" size="736"/>
 
1871
                        </blobs>
 
1872
                </layer>
 
1873
                <layer id="105" name="Copy_L0060_ActivationBin-back_bone_seq.conv5_6_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data__const" precision="FP32" type="Const">
 
1874
                        <output>
 
1875
                                <port id="1">
 
1876
                                        <dim>1</dim>
 
1877
                                </port>
 
1878
                        </output>
 
1879
                        <blobs>
 
1880
                                <custom offset="11512" size="4"/>
 
1881
                        </blobs>
 
1882
                </layer>
 
1883
                <layer id="106" name="Copy_L0060_ActivationBin-back_bone_seq.conv5_6_sep_relubin_bin_conv_BIN01/Input_1/Output_0/Data_1190_const" precision="FP32" type="Const">
 
1884
                        <output>
 
1885
                                <port id="1">
 
1886
                                        <dim>1</dim>
 
1887
                                </port>
 
1888
                        </output>
 
1889
                        <blobs>
 
1890
                                <custom offset="11512" size="4"/>
 
1891
                        </blobs>
 
1892
                </layer>
 
1893
                <layer id="107" name="784_const" precision="FP32" type="Const">
 
1894
                        <output>
 
1895
                                <port id="1">
 
1896
                                        <dim>1</dim>
 
1897
                                </port>
 
1898
                        </output>
 
1899
                        <blobs>
 
1900
                                <custom offset="11512" size="4"/>
 
1901
                        </blobs>
 
1902
                </layer>
 
1903
                <layer id="108" name="786_const" precision="FP32" type="Const">
 
1904
                        <output>
 
1905
                                <port id="1">
 
1906
                                        <dim>1</dim>
 
1907
                                </port>
 
1908
                        </output>
 
1909
                        <blobs>
 
1910
                                <custom offset="11516" size="4"/>
 
1911
                        </blobs>
 
1912
                </layer>
 
1913
                <layer id="109" name="L0060_ActivationBin-back_bone_seq.conv5_6_sep_relubin_bin_conv_BIN01/Quantize_" precision="FP32" type="Quantize">
 
1914
                        <data levels="2"/>
 
1915
                        <input>
 
1916
                                <port id="0">
 
1917
                                        <dim>1</dim>
 
1918
                                        <dim>184</dim>
 
1919
                                        <dim>12</dim>
 
1920
                                        <dim>21</dim>
 
1921
                                </port>
 
1922
                                <port id="1">
 
1923
                                        <dim>1</dim>
 
1924
                                </port>
 
1925
                                <port id="2">
 
1926
                                        <dim>1</dim>
 
1927
                                </port>
 
1928
                                <port id="3">
 
1929
                                        <dim>1</dim>
 
1930
                                </port>
 
1931
                                <port id="4">
 
1932
                                        <dim>1</dim>
 
1933
                                </port>
 
1934
                        </input>
 
1935
                        <output>
 
1936
                                <port id="5">
 
1937
                                        <dim>1</dim>
 
1938
                                        <dim>184</dim>
 
1939
                                        <dim>12</dim>
 
1940
                                        <dim>21</dim>
 
1941
                                </port>
 
1942
                        </output>
 
1943
                </layer>
 
1944
                <layer id="110" name="L0061_Conv2d-back_bone_seq.conv5_6_sep-BIN" precision="FP32" type="BinaryConvolution">
 
1945
                        <data dilations="1,1" group="1" input="184" kernel="1,1" mode="xnor-popcount" output="224" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
1946
                        <input>
 
1947
                                <port id="0">
 
1948
                                        <dim>1</dim>
 
1949
                                        <dim>184</dim>
 
1950
                                        <dim>12</dim>
 
1951
                                        <dim>21</dim>
 
1952
                                </port>
 
1953
                        </input>
 
1954
                        <output>
 
1955
                                <port id="2">
 
1956
                                        <dim>1</dim>
 
1957
                                        <dim>224</dim>
 
1958
                                        <dim>12</dim>
 
1959
                                        <dim>21</dim>
 
1960
                                </port>
 
1961
                        </output>
 
1962
                        <blobs>
 
1963
                                <weights offset="407424" size="5152"/>
 
1964
                        </blobs>
 
1965
                </layer>
 
1966
                <layer id="111" name="L0061_Conv2d-back_bone_seq.conv5_6_sep-BINMul/After/Fused_Mul_/FusedScaleShift_" precision="FP32" type="ScaleShift">
 
1967
                        <input>
 
1968
                                <port id="0">
 
1969
                                        <dim>1</dim>
 
1970
                                        <dim>224</dim>
 
1971
                                        <dim>12</dim>
 
1972
                                        <dim>21</dim>
 
1973
                                </port>
 
1974
                        </input>
 
1975
                        <output>
 
1976
                                <port id="3">
 
1977
                                        <dim>1</dim>
 
1978
                                        <dim>224</dim>
 
1979
                                        <dim>12</dim>
 
1980
                                        <dim>21</dim>
 
1981
                                </port>
 
1982
                        </output>
 
1983
                        <blobs>
 
1984
                                <weights offset="412576" size="896"/>
 
1985
                                <biases offset="413472" size="896"/>
 
1986
                        </blobs>
 
1987
                </layer>
 
1988
                <layer id="112" name="L0062_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
1989
                        <data negative_slope="0.0"/>
 
1990
                        <input>
 
1991
                                <port id="0">
 
1992
                                        <dim>1</dim>
 
1993
                                        <dim>224</dim>
 
1994
                                        <dim>12</dim>
 
1995
                                        <dim>21</dim>
 
1996
                                </port>
 
1997
                        </input>
 
1998
                        <output>
 
1999
                                <port id="1">
 
2000
                                        <dim>1</dim>
 
2001
                                        <dim>224</dim>
 
2002
                                        <dim>12</dim>
 
2003
                                        <dim>21</dim>
 
2004
                                </port>
 
2005
                        </output>
 
2006
                </layer>
 
2007
                <layer id="113" name="L0063_Conv2d-back_bone_seq.conv6_dw_BN" precision="FP32" type="Convolution">
 
2008
                        <data dilations="1,1" group="224" kernel="3,3" output="224" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
2009
                        <input>
 
2010
                                <port id="0">
 
2011
                                        <dim>1</dim>
 
2012
                                        <dim>224</dim>
 
2013
                                        <dim>12</dim>
 
2014
                                        <dim>21</dim>
 
2015
                                </port>
 
2016
                        </input>
 
2017
                        <output>
 
2018
                                <port id="3">
 
2019
                                        <dim>1</dim>
 
2020
                                        <dim>224</dim>
 
2021
                                        <dim>12</dim>
 
2022
                                        <dim>21</dim>
 
2023
                                </port>
 
2024
                        </output>
 
2025
                        <blobs>
 
2026
                                <weights offset="414368" size="8064"/>
 
2027
                                <biases offset="422432" size="896"/>
 
2028
                        </blobs>
 
2029
                </layer>
 
2030
                <layer id="114" name="L0064_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2031
                        <data negative_slope="0.0"/>
 
2032
                        <input>
 
2033
                                <port id="0">
 
2034
                                        <dim>1</dim>
 
2035
                                        <dim>224</dim>
 
2036
                                        <dim>12</dim>
 
2037
                                        <dim>21</dim>
 
2038
                                </port>
 
2039
                        </input>
 
2040
                        <output>
 
2041
                                <port id="1">
 
2042
                                        <dim>1</dim>
 
2043
                                        <dim>224</dim>
 
2044
                                        <dim>12</dim>
 
2045
                                        <dim>21</dim>
 
2046
                                </port>
 
2047
                        </output>
 
2048
                </layer>
 
2049
                <layer id="115" name="L0065_Conv2d-back_bone_seq.conv6_sep_BN" precision="FP32" type="Convolution">
 
2050
                        <data dilations="1,1" group="1" kernel="1,1" output="128" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
2051
                        <input>
 
2052
                                <port id="0">
 
2053
                                        <dim>1</dim>
 
2054
                                        <dim>224</dim>
 
2055
                                        <dim>12</dim>
 
2056
                                        <dim>21</dim>
 
2057
                                </port>
 
2058
                        </input>
 
2059
                        <output>
 
2060
                                <port id="3">
 
2061
                                        <dim>1</dim>
 
2062
                                        <dim>128</dim>
 
2063
                                        <dim>12</dim>
 
2064
                                        <dim>21</dim>
 
2065
                                </port>
 
2066
                        </output>
 
2067
                        <blobs>
 
2068
                                <weights offset="423328" size="114688"/>
 
2069
                                <biases offset="538016" size="512"/>
 
2070
                        </blobs>
 
2071
                </layer>
 
2072
                <layer id="116" name="L0066_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2073
                        <data negative_slope="0.0"/>
 
2074
                        <input>
 
2075
                                <port id="0">
 
2076
                                        <dim>1</dim>
 
2077
                                        <dim>128</dim>
 
2078
                                        <dim>12</dim>
 
2079
                                        <dim>21</dim>
 
2080
                                </port>
 
2081
                        </input>
 
2082
                        <output>
 
2083
                                <port id="1">
 
2084
                                        <dim>1</dim>
 
2085
                                        <dim>128</dim>
 
2086
                                        <dim>12</dim>
 
2087
                                        <dim>21</dim>
 
2088
                                </port>
 
2089
                        </output>
 
2090
                </layer>
 
2091
                <layer id="117" name="L0067_Conv2d-loc_seq.fc7_mbox_loc" precision="FP32" type="Convolution">
 
2092
                        <data dilations="1,1" group="1" kernel="3,3" output="24" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
2093
                        <input>
 
2094
                                <port id="0">
 
2095
                                        <dim>1</dim>
 
2096
                                        <dim>128</dim>
 
2097
                                        <dim>12</dim>
 
2098
                                        <dim>21</dim>
 
2099
                                </port>
 
2100
                        </input>
 
2101
                        <output>
 
2102
                                <port id="3">
 
2103
                                        <dim>1</dim>
 
2104
                                        <dim>24</dim>
 
2105
                                        <dim>12</dim>
 
2106
                                        <dim>21</dim>
 
2107
                                </port>
 
2108
                        </output>
 
2109
                        <blobs>
 
2110
                                <weights offset="538528" size="110592"/>
 
2111
                                <biases offset="649120" size="96"/>
 
2112
                        </blobs>
 
2113
                </layer>
 
2114
                <layer id="118" name="fc7_mbox_loc_perm" precision="FP32" type="Permute">
 
2115
                        <data order="0,2,3,1"/>
 
2116
                        <input>
 
2117
                                <port id="0">
 
2118
                                        <dim>1</dim>
 
2119
                                        <dim>24</dim>
 
2120
                                        <dim>12</dim>
 
2121
                                        <dim>21</dim>
 
2122
                                </port>
 
2123
                        </input>
 
2124
                        <output>
 
2125
                                <port id="1">
 
2126
                                        <dim>1</dim>
 
2127
                                        <dim>12</dim>
 
2128
                                        <dim>21</dim>
 
2129
                                        <dim>24</dim>
 
2130
                                </port>
 
2131
                        </output>
 
2132
                </layer>
 
2133
                <layer id="119" name="fc7_mbox_loc_flat" precision="FP32" type="Flatten">
 
2134
                        <data axis="1" end_axis="-1"/>
 
2135
                        <input>
 
2136
                                <port id="0">
 
2137
                                        <dim>1</dim>
 
2138
                                        <dim>12</dim>
 
2139
                                        <dim>21</dim>
 
2140
                                        <dim>24</dim>
 
2141
                                </port>
 
2142
                        </input>
 
2143
                        <output>
 
2144
                                <port id="1">
 
2145
                                        <dim>1</dim>
 
2146
                                        <dim>6048</dim>
 
2147
                                </port>
 
2148
                        </output>
 
2149
                </layer>
 
2150
                <layer id="120" name="L0068_Conv2d-back_bone_seq.conv6_1_BN" precision="FP32" type="Convolution">
 
2151
                        <data dilations="1,1" group="1" kernel="1,1" output="120" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
2152
                        <input>
 
2153
                                <port id="0">
 
2154
                                        <dim>1</dim>
 
2155
                                        <dim>128</dim>
 
2156
                                        <dim>12</dim>
 
2157
                                        <dim>21</dim>
 
2158
                                </port>
 
2159
                        </input>
 
2160
                        <output>
 
2161
                                <port id="3">
 
2162
                                        <dim>1</dim>
 
2163
                                        <dim>120</dim>
 
2164
                                        <dim>12</dim>
 
2165
                                        <dim>21</dim>
 
2166
                                </port>
 
2167
                        </output>
 
2168
                        <blobs>
 
2169
                                <weights offset="649216" size="61440"/>
 
2170
                                <biases offset="710656" size="480"/>
 
2171
                        </blobs>
 
2172
                </layer>
 
2173
                <layer id="121" name="L0069_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2174
                        <data negative_slope="0.0"/>
 
2175
                        <input>
 
2176
                                <port id="0">
 
2177
                                        <dim>1</dim>
 
2178
                                        <dim>120</dim>
 
2179
                                        <dim>12</dim>
 
2180
                                        <dim>21</dim>
 
2181
                                </port>
 
2182
                        </input>
 
2183
                        <output>
 
2184
                                <port id="1">
 
2185
                                        <dim>1</dim>
 
2186
                                        <dim>120</dim>
 
2187
                                        <dim>12</dim>
 
2188
                                        <dim>21</dim>
 
2189
                                </port>
 
2190
                        </output>
 
2191
                </layer>
 
2192
                <layer id="122" name="L0070_Conv2d-back_bone_seq.conv6_2_dw_BN" precision="FP32" type="Convolution">
 
2193
                        <data dilations="1,1" group="120" kernel="3,3" output="120" pads_begin="1,1" pads_end="1,1" strides="2,2"/>
 
2194
                        <input>
 
2195
                                <port id="0">
 
2196
                                        <dim>1</dim>
 
2197
                                        <dim>120</dim>
 
2198
                                        <dim>12</dim>
 
2199
                                        <dim>21</dim>
 
2200
                                </port>
 
2201
                        </input>
 
2202
                        <output>
 
2203
                                <port id="3">
 
2204
                                        <dim>1</dim>
 
2205
                                        <dim>120</dim>
 
2206
                                        <dim>6</dim>
 
2207
                                        <dim>11</dim>
 
2208
                                </port>
 
2209
                        </output>
 
2210
                        <blobs>
 
2211
                                <weights offset="711136" size="4320"/>
 
2212
                                <biases offset="715456" size="480"/>
 
2213
                        </blobs>
 
2214
                </layer>
 
2215
                <layer id="123" name="L0071_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2216
                        <data negative_slope="0.0"/>
 
2217
                        <input>
 
2218
                                <port id="0">
 
2219
                                        <dim>1</dim>
 
2220
                                        <dim>120</dim>
 
2221
                                        <dim>6</dim>
 
2222
                                        <dim>11</dim>
 
2223
                                </port>
 
2224
                        </input>
 
2225
                        <output>
 
2226
                                <port id="1">
 
2227
                                        <dim>1</dim>
 
2228
                                        <dim>120</dim>
 
2229
                                        <dim>6</dim>
 
2230
                                        <dim>11</dim>
 
2231
                                </port>
 
2232
                        </output>
 
2233
                </layer>
 
2234
                <layer id="124" name="L0072_Conv2d-back_bone_seq.conv6_2_new_BN" precision="FP32" type="Convolution">
 
2235
                        <data dilations="1,1" group="1" kernel="1,1" output="152" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
2236
                        <input>
 
2237
                                <port id="0">
 
2238
                                        <dim>1</dim>
 
2239
                                        <dim>120</dim>
 
2240
                                        <dim>6</dim>
 
2241
                                        <dim>11</dim>
 
2242
                                </port>
 
2243
                        </input>
 
2244
                        <output>
 
2245
                                <port id="3">
 
2246
                                        <dim>1</dim>
 
2247
                                        <dim>152</dim>
 
2248
                                        <dim>6</dim>
 
2249
                                        <dim>11</dim>
 
2250
                                </port>
 
2251
                        </output>
 
2252
                        <blobs>
 
2253
                                <weights offset="715936" size="72960"/>
 
2254
                                <biases offset="788896" size="608"/>
 
2255
                        </blobs>
 
2256
                </layer>
 
2257
                <layer id="125" name="L0073_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2258
                        <data negative_slope="0.0"/>
 
2259
                        <input>
 
2260
                                <port id="0">
 
2261
                                        <dim>1</dim>
 
2262
                                        <dim>152</dim>
 
2263
                                        <dim>6</dim>
 
2264
                                        <dim>11</dim>
 
2265
                                </port>
 
2266
                        </input>
 
2267
                        <output>
 
2268
                                <port id="1">
 
2269
                                        <dim>1</dim>
 
2270
                                        <dim>152</dim>
 
2271
                                        <dim>6</dim>
 
2272
                                        <dim>11</dim>
 
2273
                                </port>
 
2274
                        </output>
 
2275
                </layer>
 
2276
                <layer id="126" name="L0074_Conv2d-loc_seq.conv6_2_mbox_loc" precision="FP32" type="Convolution">
 
2277
                        <data dilations="1,1" group="1" kernel="3,3" output="24" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
2278
                        <input>
 
2279
                                <port id="0">
 
2280
                                        <dim>1</dim>
 
2281
                                        <dim>152</dim>
 
2282
                                        <dim>6</dim>
 
2283
                                        <dim>11</dim>
 
2284
                                </port>
 
2285
                        </input>
 
2286
                        <output>
 
2287
                                <port id="3">
 
2288
                                        <dim>1</dim>
 
2289
                                        <dim>24</dim>
 
2290
                                        <dim>6</dim>
 
2291
                                        <dim>11</dim>
 
2292
                                </port>
 
2293
                        </output>
 
2294
                        <blobs>
 
2295
                                <weights offset="789504" size="131328"/>
 
2296
                                <biases offset="920832" size="96"/>
 
2297
                        </blobs>
 
2298
                </layer>
 
2299
                <layer id="127" name="conv6_2_mbox_loc_perm" precision="FP32" type="Permute">
 
2300
                        <data order="0,2,3,1"/>
 
2301
                        <input>
 
2302
                                <port id="0">
 
2303
                                        <dim>1</dim>
 
2304
                                        <dim>24</dim>
 
2305
                                        <dim>6</dim>
 
2306
                                        <dim>11</dim>
 
2307
                                </port>
 
2308
                        </input>
 
2309
                        <output>
 
2310
                                <port id="1">
 
2311
                                        <dim>1</dim>
 
2312
                                        <dim>6</dim>
 
2313
                                        <dim>11</dim>
 
2314
                                        <dim>24</dim>
 
2315
                                </port>
 
2316
                        </output>
 
2317
                </layer>
 
2318
                <layer id="128" name="conv6_2_mbox_loc_flat" precision="FP32" type="Flatten">
 
2319
                        <data axis="1" end_axis="-1"/>
 
2320
                        <input>
 
2321
                                <port id="0">
 
2322
                                        <dim>1</dim>
 
2323
                                        <dim>6</dim>
 
2324
                                        <dim>11</dim>
 
2325
                                        <dim>24</dim>
 
2326
                                </port>
 
2327
                        </input>
 
2328
                        <output>
 
2329
                                <port id="1">
 
2330
                                        <dim>1</dim>
 
2331
                                        <dim>1584</dim>
 
2332
                                </port>
 
2333
                        </output>
 
2334
                </layer>
 
2335
                <layer id="129" name="L0075_Conv2d-back_bone_seq.conv7_1_BN" precision="FP32" type="Convolution">
 
2336
                        <data dilations="1,1" group="1" kernel="1,1" output="112" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
2337
                        <input>
 
2338
                                <port id="0">
 
2339
                                        <dim>1</dim>
 
2340
                                        <dim>152</dim>
 
2341
                                        <dim>6</dim>
 
2342
                                        <dim>11</dim>
 
2343
                                </port>
 
2344
                        </input>
 
2345
                        <output>
 
2346
                                <port id="3">
 
2347
                                        <dim>1</dim>
 
2348
                                        <dim>112</dim>
 
2349
                                        <dim>6</dim>
 
2350
                                        <dim>11</dim>
 
2351
                                </port>
 
2352
                        </output>
 
2353
                        <blobs>
 
2354
                                <weights offset="920928" size="68096"/>
 
2355
                                <biases offset="989024" size="448"/>
 
2356
                        </blobs>
 
2357
                </layer>
 
2358
                <layer id="130" name="L0076_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2359
                        <data negative_slope="0.0"/>
 
2360
                        <input>
 
2361
                                <port id="0">
 
2362
                                        <dim>1</dim>
 
2363
                                        <dim>112</dim>
 
2364
                                        <dim>6</dim>
 
2365
                                        <dim>11</dim>
 
2366
                                </port>
 
2367
                        </input>
 
2368
                        <output>
 
2369
                                <port id="1">
 
2370
                                        <dim>1</dim>
 
2371
                                        <dim>112</dim>
 
2372
                                        <dim>6</dim>
 
2373
                                        <dim>11</dim>
 
2374
                                </port>
 
2375
                        </output>
 
2376
                </layer>
 
2377
                <layer id="131" name="L0077_Conv2d-back_bone_seq.conv7_2_dw_BN" precision="FP32" type="Convolution">
 
2378
                        <data dilations="1,1" group="112" kernel="3,3" output="112" pads_begin="1,1" pads_end="1,1" strides="2,2"/>
 
2379
                        <input>
 
2380
                                <port id="0">
 
2381
                                        <dim>1</dim>
 
2382
                                        <dim>112</dim>
 
2383
                                        <dim>6</dim>
 
2384
                                        <dim>11</dim>
 
2385
                                </port>
 
2386
                        </input>
 
2387
                        <output>
 
2388
                                <port id="3">
 
2389
                                        <dim>1</dim>
 
2390
                                        <dim>112</dim>
 
2391
                                        <dim>3</dim>
 
2392
                                        <dim>6</dim>
 
2393
                                </port>
 
2394
                        </output>
 
2395
                        <blobs>
 
2396
                                <weights offset="989472" size="4032"/>
 
2397
                                <biases offset="993504" size="448"/>
 
2398
                        </blobs>
 
2399
                </layer>
 
2400
                <layer id="132" name="L0078_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2401
                        <data negative_slope="0.0"/>
 
2402
                        <input>
 
2403
                                <port id="0">
 
2404
                                        <dim>1</dim>
 
2405
                                        <dim>112</dim>
 
2406
                                        <dim>3</dim>
 
2407
                                        <dim>6</dim>
 
2408
                                </port>
 
2409
                        </input>
 
2410
                        <output>
 
2411
                                <port id="1">
 
2412
                                        <dim>1</dim>
 
2413
                                        <dim>112</dim>
 
2414
                                        <dim>3</dim>
 
2415
                                        <dim>6</dim>
 
2416
                                </port>
 
2417
                        </output>
 
2418
                </layer>
 
2419
                <layer id="133" name="L0079_Conv2d-back_bone_seq.conv7_2_new_BN" precision="FP32" type="Convolution">
 
2420
                        <data dilations="1,1" group="1" kernel="1,1" output="168" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
2421
                        <input>
 
2422
                                <port id="0">
 
2423
                                        <dim>1</dim>
 
2424
                                        <dim>112</dim>
 
2425
                                        <dim>3</dim>
 
2426
                                        <dim>6</dim>
 
2427
                                </port>
 
2428
                        </input>
 
2429
                        <output>
 
2430
                                <port id="3">
 
2431
                                        <dim>1</dim>
 
2432
                                        <dim>168</dim>
 
2433
                                        <dim>3</dim>
 
2434
                                        <dim>6</dim>
 
2435
                                </port>
 
2436
                        </output>
 
2437
                        <blobs>
 
2438
                                <weights offset="993952" size="75264"/>
 
2439
                                <biases offset="1069216" size="672"/>
 
2440
                        </blobs>
 
2441
                </layer>
 
2442
                <layer id="134" name="L0080_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2443
                        <data negative_slope="0.0"/>
 
2444
                        <input>
 
2445
                                <port id="0">
 
2446
                                        <dim>1</dim>
 
2447
                                        <dim>168</dim>
 
2448
                                        <dim>3</dim>
 
2449
                                        <dim>6</dim>
 
2450
                                </port>
 
2451
                        </input>
 
2452
                        <output>
 
2453
                                <port id="1">
 
2454
                                        <dim>1</dim>
 
2455
                                        <dim>168</dim>
 
2456
                                        <dim>3</dim>
 
2457
                                        <dim>6</dim>
 
2458
                                </port>
 
2459
                        </output>
 
2460
                </layer>
 
2461
                <layer id="135" name="L0081_Conv2d-loc_seq.conv7_2_mbox_loc" precision="FP32" type="Convolution">
 
2462
                        <data dilations="1,1" group="1" kernel="3,3" output="24" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
2463
                        <input>
 
2464
                                <port id="0">
 
2465
                                        <dim>1</dim>
 
2466
                                        <dim>168</dim>
 
2467
                                        <dim>3</dim>
 
2468
                                        <dim>6</dim>
 
2469
                                </port>
 
2470
                        </input>
 
2471
                        <output>
 
2472
                                <port id="3">
 
2473
                                        <dim>1</dim>
 
2474
                                        <dim>24</dim>
 
2475
                                        <dim>3</dim>
 
2476
                                        <dim>6</dim>
 
2477
                                </port>
 
2478
                        </output>
 
2479
                        <blobs>
 
2480
                                <weights offset="1069888" size="145152"/>
 
2481
                                <biases offset="1215040" size="96"/>
 
2482
                        </blobs>
 
2483
                </layer>
 
2484
                <layer id="136" name="conv7_2_mbox_loc_perm" precision="FP32" type="Permute">
 
2485
                        <data order="0,2,3,1"/>
 
2486
                        <input>
 
2487
                                <port id="0">
 
2488
                                        <dim>1</dim>
 
2489
                                        <dim>24</dim>
 
2490
                                        <dim>3</dim>
 
2491
                                        <dim>6</dim>
 
2492
                                </port>
 
2493
                        </input>
 
2494
                        <output>
 
2495
                                <port id="1">
 
2496
                                        <dim>1</dim>
 
2497
                                        <dim>3</dim>
 
2498
                                        <dim>6</dim>
 
2499
                                        <dim>24</dim>
 
2500
                                </port>
 
2501
                        </output>
 
2502
                </layer>
 
2503
                <layer id="137" name="conv7_2_mbox_loc_flat" precision="FP32" type="Flatten">
 
2504
                        <data axis="1" end_axis="-1"/>
 
2505
                        <input>
 
2506
                                <port id="0">
 
2507
                                        <dim>1</dim>
 
2508
                                        <dim>3</dim>
 
2509
                                        <dim>6</dim>
 
2510
                                        <dim>24</dim>
 
2511
                                </port>
 
2512
                        </input>
 
2513
                        <output>
 
2514
                                <port id="1">
 
2515
                                        <dim>1</dim>
 
2516
                                        <dim>432</dim>
 
2517
                                </port>
 
2518
                        </output>
 
2519
                </layer>
 
2520
                <layer id="138" name="L0082_Conv2d-back_bone_seq.conv8_1_BN" precision="FP32" type="Convolution">
 
2521
                        <data dilations="1,1" group="1" kernel="1,1" output="120" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
2522
                        <input>
 
2523
                                <port id="0">
 
2524
                                        <dim>1</dim>
 
2525
                                        <dim>168</dim>
 
2526
                                        <dim>3</dim>
 
2527
                                        <dim>6</dim>
 
2528
                                </port>
 
2529
                        </input>
 
2530
                        <output>
 
2531
                                <port id="3">
 
2532
                                        <dim>1</dim>
 
2533
                                        <dim>120</dim>
 
2534
                                        <dim>3</dim>
 
2535
                                        <dim>6</dim>
 
2536
                                </port>
 
2537
                        </output>
 
2538
                        <blobs>
 
2539
                                <weights offset="1215136" size="80640"/>
 
2540
                                <biases offset="1295776" size="480"/>
 
2541
                        </blobs>
 
2542
                </layer>
 
2543
                <layer id="139" name="L0083_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2544
                        <data negative_slope="0.0"/>
 
2545
                        <input>
 
2546
                                <port id="0">
 
2547
                                        <dim>1</dim>
 
2548
                                        <dim>120</dim>
 
2549
                                        <dim>3</dim>
 
2550
                                        <dim>6</dim>
 
2551
                                </port>
 
2552
                        </input>
 
2553
                        <output>
 
2554
                                <port id="1">
 
2555
                                        <dim>1</dim>
 
2556
                                        <dim>120</dim>
 
2557
                                        <dim>3</dim>
 
2558
                                        <dim>6</dim>
 
2559
                                </port>
 
2560
                        </output>
 
2561
                </layer>
 
2562
                <layer id="140" name="L0084_Conv2d-back_bone_seq.conv8_2_dw_BN" precision="FP32" type="Convolution">
 
2563
                        <data dilations="1,1" group="120" kernel="3,3" output="120" pads_begin="1,1" pads_end="1,1" strides="2,2"/>
 
2564
                        <input>
 
2565
                                <port id="0">
 
2566
                                        <dim>1</dim>
 
2567
                                        <dim>120</dim>
 
2568
                                        <dim>3</dim>
 
2569
                                        <dim>6</dim>
 
2570
                                </port>
 
2571
                        </input>
 
2572
                        <output>
 
2573
                                <port id="3">
 
2574
                                        <dim>1</dim>
 
2575
                                        <dim>120</dim>
 
2576
                                        <dim>2</dim>
 
2577
                                        <dim>3</dim>
 
2578
                                </port>
 
2579
                        </output>
 
2580
                        <blobs>
 
2581
                                <weights offset="1296256" size="4320"/>
 
2582
                                <biases offset="1300576" size="480"/>
 
2583
                        </blobs>
 
2584
                </layer>
 
2585
                <layer id="141" name="L0085_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2586
                        <data negative_slope="0.0"/>
 
2587
                        <input>
 
2588
                                <port id="0">
 
2589
                                        <dim>1</dim>
 
2590
                                        <dim>120</dim>
 
2591
                                        <dim>2</dim>
 
2592
                                        <dim>3</dim>
 
2593
                                </port>
 
2594
                        </input>
 
2595
                        <output>
 
2596
                                <port id="1">
 
2597
                                        <dim>1</dim>
 
2598
                                        <dim>120</dim>
 
2599
                                        <dim>2</dim>
 
2600
                                        <dim>3</dim>
 
2601
                                </port>
 
2602
                        </output>
 
2603
                </layer>
 
2604
                <layer id="142" name="L0086_Conv2d-back_bone_seq.conv8_2_new_BN" precision="FP32" type="Convolution">
 
2605
                        <data dilations="1,1" group="1" kernel="1,1" output="200" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
2606
                        <input>
 
2607
                                <port id="0">
 
2608
                                        <dim>1</dim>
 
2609
                                        <dim>120</dim>
 
2610
                                        <dim>2</dim>
 
2611
                                        <dim>3</dim>
 
2612
                                </port>
 
2613
                        </input>
 
2614
                        <output>
 
2615
                                <port id="3">
 
2616
                                        <dim>1</dim>
 
2617
                                        <dim>200</dim>
 
2618
                                        <dim>2</dim>
 
2619
                                        <dim>3</dim>
 
2620
                                </port>
 
2621
                        </output>
 
2622
                        <blobs>
 
2623
                                <weights offset="1301056" size="96000"/>
 
2624
                                <biases offset="1397056" size="800"/>
 
2625
                        </blobs>
 
2626
                </layer>
 
2627
                <layer id="143" name="L0087_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2628
                        <data negative_slope="0.0"/>
 
2629
                        <input>
 
2630
                                <port id="0">
 
2631
                                        <dim>1</dim>
 
2632
                                        <dim>200</dim>
 
2633
                                        <dim>2</dim>
 
2634
                                        <dim>3</dim>
 
2635
                                </port>
 
2636
                        </input>
 
2637
                        <output>
 
2638
                                <port id="1">
 
2639
                                        <dim>1</dim>
 
2640
                                        <dim>200</dim>
 
2641
                                        <dim>2</dim>
 
2642
                                        <dim>3</dim>
 
2643
                                </port>
 
2644
                        </output>
 
2645
                </layer>
 
2646
                <layer id="144" name="L0088_Conv2d-loc_seq.conv8_2_mbox_loc" precision="FP32" type="Convolution">
 
2647
                        <data dilations="1,1" group="1" kernel="3,3" output="16" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
2648
                        <input>
 
2649
                                <port id="0">
 
2650
                                        <dim>1</dim>
 
2651
                                        <dim>200</dim>
 
2652
                                        <dim>2</dim>
 
2653
                                        <dim>3</dim>
 
2654
                                </port>
 
2655
                        </input>
 
2656
                        <output>
 
2657
                                <port id="3">
 
2658
                                        <dim>1</dim>
 
2659
                                        <dim>16</dim>
 
2660
                                        <dim>2</dim>
 
2661
                                        <dim>3</dim>
 
2662
                                </port>
 
2663
                        </output>
 
2664
                        <blobs>
 
2665
                                <weights offset="1397856" size="115200"/>
 
2666
                                <biases offset="1513056" size="64"/>
 
2667
                        </blobs>
 
2668
                </layer>
 
2669
                <layer id="145" name="conv8_2_mbox_loc_perm" precision="FP32" type="Permute">
 
2670
                        <data order="0,2,3,1"/>
 
2671
                        <input>
 
2672
                                <port id="0">
 
2673
                                        <dim>1</dim>
 
2674
                                        <dim>16</dim>
 
2675
                                        <dim>2</dim>
 
2676
                                        <dim>3</dim>
 
2677
                                </port>
 
2678
                        </input>
 
2679
                        <output>
 
2680
                                <port id="1">
 
2681
                                        <dim>1</dim>
 
2682
                                        <dim>2</dim>
 
2683
                                        <dim>3</dim>
 
2684
                                        <dim>16</dim>
 
2685
                                </port>
 
2686
                        </output>
 
2687
                </layer>
 
2688
                <layer id="146" name="conv8_2_mbox_loc_flat" precision="FP32" type="Flatten">
 
2689
                        <data axis="1" end_axis="-1"/>
 
2690
                        <input>
 
2691
                                <port id="0">
 
2692
                                        <dim>1</dim>
 
2693
                                        <dim>2</dim>
 
2694
                                        <dim>3</dim>
 
2695
                                        <dim>16</dim>
 
2696
                                </port>
 
2697
                        </input>
 
2698
                        <output>
 
2699
                                <port id="1">
 
2700
                                        <dim>1</dim>
 
2701
                                        <dim>96</dim>
 
2702
                                </port>
 
2703
                        </output>
 
2704
                </layer>
 
2705
                <layer id="147" name="L0089_Conv2d-back_bone_seq.conv9_1_BN" precision="FP32" type="Convolution">
 
2706
                        <data dilations="1,1" group="1" kernel="1,1" output="64" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
2707
                        <input>
 
2708
                                <port id="0">
 
2709
                                        <dim>1</dim>
 
2710
                                        <dim>200</dim>
 
2711
                                        <dim>2</dim>
 
2712
                                        <dim>3</dim>
 
2713
                                </port>
 
2714
                        </input>
 
2715
                        <output>
 
2716
                                <port id="3">
 
2717
                                        <dim>1</dim>
 
2718
                                        <dim>64</dim>
 
2719
                                        <dim>2</dim>
 
2720
                                        <dim>3</dim>
 
2721
                                </port>
 
2722
                        </output>
 
2723
                        <blobs>
 
2724
                                <weights offset="1513120" size="51200"/>
 
2725
                                <biases offset="1564320" size="256"/>
 
2726
                        </blobs>
 
2727
                </layer>
 
2728
                <layer id="148" name="L0090_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2729
                        <data negative_slope="0.0"/>
 
2730
                        <input>
 
2731
                                <port id="0">
 
2732
                                        <dim>1</dim>
 
2733
                                        <dim>64</dim>
 
2734
                                        <dim>2</dim>
 
2735
                                        <dim>3</dim>
 
2736
                                </port>
 
2737
                        </input>
 
2738
                        <output>
 
2739
                                <port id="1">
 
2740
                                        <dim>1</dim>
 
2741
                                        <dim>64</dim>
 
2742
                                        <dim>2</dim>
 
2743
                                        <dim>3</dim>
 
2744
                                </port>
 
2745
                        </output>
 
2746
                </layer>
 
2747
                <layer id="149" name="L0091_Conv2d-back_bone_seq.conv9_2_dw_BN" precision="FP32" type="Convolution">
 
2748
                        <data dilations="1,1" group="64" kernel="3,3" output="64" pads_begin="1,1" pads_end="1,1" strides="2,2"/>
 
2749
                        <input>
 
2750
                                <port id="0">
 
2751
                                        <dim>1</dim>
 
2752
                                        <dim>64</dim>
 
2753
                                        <dim>2</dim>
 
2754
                                        <dim>3</dim>
 
2755
                                </port>
 
2756
                        </input>
 
2757
                        <output>
 
2758
                                <port id="3">
 
2759
                                        <dim>1</dim>
 
2760
                                        <dim>64</dim>
 
2761
                                        <dim>1</dim>
 
2762
                                        <dim>2</dim>
 
2763
                                </port>
 
2764
                        </output>
 
2765
                        <blobs>
 
2766
                                <weights offset="1564576" size="2304"/>
 
2767
                                <biases offset="1566880" size="256"/>
 
2768
                        </blobs>
 
2769
                </layer>
 
2770
                <layer id="150" name="L0092_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2771
                        <data negative_slope="0.0"/>
 
2772
                        <input>
 
2773
                                <port id="0">
 
2774
                                        <dim>1</dim>
 
2775
                                        <dim>64</dim>
 
2776
                                        <dim>1</dim>
 
2777
                                        <dim>2</dim>
 
2778
                                </port>
 
2779
                        </input>
 
2780
                        <output>
 
2781
                                <port id="1">
 
2782
                                        <dim>1</dim>
 
2783
                                        <dim>64</dim>
 
2784
                                        <dim>1</dim>
 
2785
                                        <dim>2</dim>
 
2786
                                </port>
 
2787
                        </output>
 
2788
                </layer>
 
2789
                <layer id="151" name="L0093_Conv2d-back_bone_seq.conv9_2_new_BN" precision="FP32" type="Convolution">
 
2790
                        <data dilations="1,1" group="1" kernel="1,1" output="128" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
2791
                        <input>
 
2792
                                <port id="0">
 
2793
                                        <dim>1</dim>
 
2794
                                        <dim>64</dim>
 
2795
                                        <dim>1</dim>
 
2796
                                        <dim>2</dim>
 
2797
                                </port>
 
2798
                        </input>
 
2799
                        <output>
 
2800
                                <port id="3">
 
2801
                                        <dim>1</dim>
 
2802
                                        <dim>128</dim>
 
2803
                                        <dim>1</dim>
 
2804
                                        <dim>2</dim>
 
2805
                                </port>
 
2806
                        </output>
 
2807
                        <blobs>
 
2808
                                <weights offset="1567136" size="32768"/>
 
2809
                                <biases offset="1599904" size="512"/>
 
2810
                        </blobs>
 
2811
                </layer>
 
2812
                <layer id="152" name="L0094_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2813
                        <data negative_slope="0.0"/>
 
2814
                        <input>
 
2815
                                <port id="0">
 
2816
                                        <dim>1</dim>
 
2817
                                        <dim>128</dim>
 
2818
                                        <dim>1</dim>
 
2819
                                        <dim>2</dim>
 
2820
                                </port>
 
2821
                        </input>
 
2822
                        <output>
 
2823
                                <port id="1">
 
2824
                                        <dim>1</dim>
 
2825
                                        <dim>128</dim>
 
2826
                                        <dim>1</dim>
 
2827
                                        <dim>2</dim>
 
2828
                                </port>
 
2829
                        </output>
 
2830
                </layer>
 
2831
                <layer id="153" name="L0095_Conv2d-loc_seq.conv9_2_mbox_loc" precision="FP32" type="Convolution">
 
2832
                        <data dilations="1,1" group="1" kernel="3,3" output="16" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
2833
                        <input>
 
2834
                                <port id="0">
 
2835
                                        <dim>1</dim>
 
2836
                                        <dim>128</dim>
 
2837
                                        <dim>1</dim>
 
2838
                                        <dim>2</dim>
 
2839
                                </port>
 
2840
                        </input>
 
2841
                        <output>
 
2842
                                <port id="3">
 
2843
                                        <dim>1</dim>
 
2844
                                        <dim>16</dim>
 
2845
                                        <dim>1</dim>
 
2846
                                        <dim>2</dim>
 
2847
                                </port>
 
2848
                        </output>
 
2849
                        <blobs>
 
2850
                                <weights offset="1600416" size="73728"/>
 
2851
                                <biases offset="1674144" size="64"/>
 
2852
                        </blobs>
 
2853
                </layer>
 
2854
                <layer id="154" name="conv9_2_mbox_loc_perm" precision="FP32" type="Permute">
 
2855
                        <data order="0,2,3,1"/>
 
2856
                        <input>
 
2857
                                <port id="0">
 
2858
                                        <dim>1</dim>
 
2859
                                        <dim>16</dim>
 
2860
                                        <dim>1</dim>
 
2861
                                        <dim>2</dim>
 
2862
                                </port>
 
2863
                        </input>
 
2864
                        <output>
 
2865
                                <port id="1">
 
2866
                                        <dim>1</dim>
 
2867
                                        <dim>1</dim>
 
2868
                                        <dim>2</dim>
 
2869
                                        <dim>16</dim>
 
2870
                                </port>
 
2871
                        </output>
 
2872
                </layer>
 
2873
                <layer id="155" name="conv9_2_mbox_loc_flat" precision="FP32" type="Flatten">
 
2874
                        <data axis="1" end_axis="-1"/>
 
2875
                        <input>
 
2876
                                <port id="0">
 
2877
                                        <dim>1</dim>
 
2878
                                        <dim>1</dim>
 
2879
                                        <dim>2</dim>
 
2880
                                        <dim>16</dim>
 
2881
                                </port>
 
2882
                        </input>
 
2883
                        <output>
 
2884
                                <port id="1">
 
2885
                                        <dim>1</dim>
 
2886
                                        <dim>32</dim>
 
2887
                                </port>
 
2888
                        </output>
 
2889
                </layer>
 
2890
                <layer id="156" name="mbox_loc" precision="FP32" type="Concat">
 
2891
                        <data axis="1"/>
 
2892
                        <input>
 
2893
                                <port id="0">
 
2894
                                        <dim>1</dim>
 
2895
                                        <dim>16128</dim>
 
2896
                                </port>
 
2897
                                <port id="1">
 
2898
                                        <dim>1</dim>
 
2899
                                        <dim>16128</dim>
 
2900
                                </port>
 
2901
                                <port id="2">
 
2902
                                        <dim>1</dim>
 
2903
                                        <dim>6048</dim>
 
2904
                                </port>
 
2905
                                <port id="3">
 
2906
                                        <dim>1</dim>
 
2907
                                        <dim>1584</dim>
 
2908
                                </port>
 
2909
                                <port id="4">
 
2910
                                        <dim>1</dim>
 
2911
                                        <dim>432</dim>
 
2912
                                </port>
 
2913
                                <port id="5">
 
2914
                                        <dim>1</dim>
 
2915
                                        <dim>96</dim>
 
2916
                                </port>
 
2917
                                <port id="6">
 
2918
                                        <dim>1</dim>
 
2919
                                        <dim>32</dim>
 
2920
                                </port>
 
2921
                        </input>
 
2922
                        <output>
 
2923
                                <port id="7">
 
2924
                                        <dim>1</dim>
 
2925
                                        <dim>40448</dim>
 
2926
                                </port>
 
2927
                        </output>
 
2928
                </layer>
 
2929
                <layer id="157" name="L0096_Conv2d-conf_preproc_seq.conv5_5_sep_relu.conv5_5_sep_reduce" precision="FP32" type="Convolution">
 
2930
                        <data dilations="1,1" group="1" kernel="1,1" output="16" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
2931
                        <input>
 
2932
                                <port id="0">
 
2933
                                        <dim>1</dim>
 
2934
                                        <dim>184</dim>
 
2935
                                        <dim>24</dim>
 
2936
                                        <dim>42</dim>
 
2937
                                </port>
 
2938
                        </input>
 
2939
                        <output>
 
2940
                                <port id="3">
 
2941
                                        <dim>1</dim>
 
2942
                                        <dim>16</dim>
 
2943
                                        <dim>24</dim>
 
2944
                                        <dim>42</dim>
 
2945
                                </port>
 
2946
                        </output>
 
2947
                        <blobs>
 
2948
                                <weights offset="1674208" size="11776"/>
 
2949
                                <biases offset="1685984" size="64"/>
 
2950
                        </blobs>
 
2951
                </layer>
 
2952
                <layer id="158" name="L0097_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2953
                        <data negative_slope="0.0"/>
 
2954
                        <input>
 
2955
                                <port id="0">
 
2956
                                        <dim>1</dim>
 
2957
                                        <dim>16</dim>
 
2958
                                        <dim>24</dim>
 
2959
                                        <dim>42</dim>
 
2960
                                </port>
 
2961
                        </input>
 
2962
                        <output>
 
2963
                                <port id="1">
 
2964
                                        <dim>1</dim>
 
2965
                                        <dim>16</dim>
 
2966
                                        <dim>24</dim>
 
2967
                                        <dim>42</dim>
 
2968
                                </port>
 
2969
                        </output>
 
2970
                </layer>
 
2971
                <layer id="159" name="L0098_Conv2d-conf_seq.conv4_3_0_norm_mbox_conf_64.pre_conv4_3_0_norm_mbox_conf_64_BN" precision="FP32" type="Convolution">
 
2972
                        <data dilations="1,1" group="1" kernel="3,3" output="16" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
2973
                        <input>
 
2974
                                <port id="0">
 
2975
                                        <dim>1</dim>
 
2976
                                        <dim>16</dim>
 
2977
                                        <dim>24</dim>
 
2978
                                        <dim>42</dim>
 
2979
                                </port>
 
2980
                        </input>
 
2981
                        <output>
 
2982
                                <port id="3">
 
2983
                                        <dim>1</dim>
 
2984
                                        <dim>16</dim>
 
2985
                                        <dim>24</dim>
 
2986
                                        <dim>42</dim>
 
2987
                                </port>
 
2988
                        </output>
 
2989
                        <blobs>
 
2990
                                <weights offset="1686048" size="9216"/>
 
2991
                                <biases offset="1695264" size="64"/>
 
2992
                        </blobs>
 
2993
                </layer>
 
2994
                <layer id="160" name="L0099_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
2995
                        <data negative_slope="0.0"/>
 
2996
                        <input>
 
2997
                                <port id="0">
 
2998
                                        <dim>1</dim>
 
2999
                                        <dim>16</dim>
 
3000
                                        <dim>24</dim>
 
3001
                                        <dim>42</dim>
 
3002
                                </port>
 
3003
                        </input>
 
3004
                        <output>
 
3005
                                <port id="1">
 
3006
                                        <dim>1</dim>
 
3007
                                        <dim>16</dim>
 
3008
                                        <dim>24</dim>
 
3009
                                        <dim>42</dim>
 
3010
                                </port>
 
3011
                        </output>
 
3012
                </layer>
 
3013
                <layer id="161" name="L0100_Conv2d-conf_seq.conv4_3_0_norm_mbox_conf_64.conv4_3_0_norm_mbox_conf_64" precision="FP32" type="Convolution">
 
3014
                        <data dilations="1,1" group="1" kernel="3,3" output="8" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3015
                        <input>
 
3016
                                <port id="0">
 
3017
                                        <dim>1</dim>
 
3018
                                        <dim>16</dim>
 
3019
                                        <dim>24</dim>
 
3020
                                        <dim>42</dim>
 
3021
                                </port>
 
3022
                        </input>
 
3023
                        <output>
 
3024
                                <port id="3">
 
3025
                                        <dim>1</dim>
 
3026
                                        <dim>8</dim>
 
3027
                                        <dim>24</dim>
 
3028
                                        <dim>42</dim>
 
3029
                                </port>
 
3030
                        </output>
 
3031
                        <blobs>
 
3032
                                <weights offset="1695328" size="4608"/>
 
3033
                                <biases offset="1699936" size="32"/>
 
3034
                        </blobs>
 
3035
                </layer>
 
3036
                <layer id="162" name="conv4_3_0_norm_mbox_conf_perm" precision="FP32" type="Permute">
 
3037
                        <data order="0,2,3,1"/>
 
3038
                        <input>
 
3039
                                <port id="0">
 
3040
                                        <dim>1</dim>
 
3041
                                        <dim>8</dim>
 
3042
                                        <dim>24</dim>
 
3043
                                        <dim>42</dim>
 
3044
                                </port>
 
3045
                        </input>
 
3046
                        <output>
 
3047
                                <port id="1">
 
3048
                                        <dim>1</dim>
 
3049
                                        <dim>24</dim>
 
3050
                                        <dim>42</dim>
 
3051
                                        <dim>8</dim>
 
3052
                                </port>
 
3053
                        </output>
 
3054
                </layer>
 
3055
                <layer id="163" name="conv4_3_0_norm_mbox_conf_flat" precision="FP32" type="Flatten">
 
3056
                        <data axis="1" end_axis="-1"/>
 
3057
                        <input>
 
3058
                                <port id="0">
 
3059
                                        <dim>1</dim>
 
3060
                                        <dim>24</dim>
 
3061
                                        <dim>42</dim>
 
3062
                                        <dim>8</dim>
 
3063
                                </port>
 
3064
                        </input>
 
3065
                        <output>
 
3066
                                <port id="1">
 
3067
                                        <dim>1</dim>
 
3068
                                        <dim>8064</dim>
 
3069
                                </port>
 
3070
                        </output>
 
3071
                </layer>
 
3072
                <layer id="164" name="L0101_Conv2d-conf_seq.conv4_3_norm_mbox_conf_64.pre_conv4_3_norm_mbox_conf_64_BN" precision="FP32" type="Convolution">
 
3073
                        <data dilations="1,1" group="1" kernel="3,3" output="16" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3074
                        <input>
 
3075
                                <port id="0">
 
3076
                                        <dim>1</dim>
 
3077
                                        <dim>16</dim>
 
3078
                                        <dim>24</dim>
 
3079
                                        <dim>42</dim>
 
3080
                                </port>
 
3081
                        </input>
 
3082
                        <output>
 
3083
                                <port id="3">
 
3084
                                        <dim>1</dim>
 
3085
                                        <dim>16</dim>
 
3086
                                        <dim>24</dim>
 
3087
                                        <dim>42</dim>
 
3088
                                </port>
 
3089
                        </output>
 
3090
                        <blobs>
 
3091
                                <weights offset="1699968" size="9216"/>
 
3092
                                <biases offset="1709184" size="64"/>
 
3093
                        </blobs>
 
3094
                </layer>
 
3095
                <layer id="165" name="L0102_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
3096
                        <data negative_slope="0.0"/>
 
3097
                        <input>
 
3098
                                <port id="0">
 
3099
                                        <dim>1</dim>
 
3100
                                        <dim>16</dim>
 
3101
                                        <dim>24</dim>
 
3102
                                        <dim>42</dim>
 
3103
                                </port>
 
3104
                        </input>
 
3105
                        <output>
 
3106
                                <port id="1">
 
3107
                                        <dim>1</dim>
 
3108
                                        <dim>16</dim>
 
3109
                                        <dim>24</dim>
 
3110
                                        <dim>42</dim>
 
3111
                                </port>
 
3112
                        </output>
 
3113
                </layer>
 
3114
                <layer id="166" name="L0103_Conv2d-conf_seq.conv4_3_norm_mbox_conf_64.conv4_3_norm_mbox_conf_64" precision="FP32" type="Convolution">
 
3115
                        <data dilations="1,1" group="1" kernel="3,3" output="8" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3116
                        <input>
 
3117
                                <port id="0">
 
3118
                                        <dim>1</dim>
 
3119
                                        <dim>16</dim>
 
3120
                                        <dim>24</dim>
 
3121
                                        <dim>42</dim>
 
3122
                                </port>
 
3123
                        </input>
 
3124
                        <output>
 
3125
                                <port id="3">
 
3126
                                        <dim>1</dim>
 
3127
                                        <dim>8</dim>
 
3128
                                        <dim>24</dim>
 
3129
                                        <dim>42</dim>
 
3130
                                </port>
 
3131
                        </output>
 
3132
                        <blobs>
 
3133
                                <weights offset="1709248" size="4608"/>
 
3134
                                <biases offset="1713856" size="32"/>
 
3135
                        </blobs>
 
3136
                </layer>
 
3137
                <layer id="167" name="conv4_3_norm_mbox_conf_perm" precision="FP32" type="Permute">
 
3138
                        <data order="0,2,3,1"/>
 
3139
                        <input>
 
3140
                                <port id="0">
 
3141
                                        <dim>1</dim>
 
3142
                                        <dim>8</dim>
 
3143
                                        <dim>24</dim>
 
3144
                                        <dim>42</dim>
 
3145
                                </port>
 
3146
                        </input>
 
3147
                        <output>
 
3148
                                <port id="1">
 
3149
                                        <dim>1</dim>
 
3150
                                        <dim>24</dim>
 
3151
                                        <dim>42</dim>
 
3152
                                        <dim>8</dim>
 
3153
                                </port>
 
3154
                        </output>
 
3155
                </layer>
 
3156
                <layer id="168" name="conv4_3_norm_mbox_conf_flat" precision="FP32" type="Flatten">
 
3157
                        <data axis="1" end_axis="-1"/>
 
3158
                        <input>
 
3159
                                <port id="0">
 
3160
                                        <dim>1</dim>
 
3161
                                        <dim>24</dim>
 
3162
                                        <dim>42</dim>
 
3163
                                        <dim>8</dim>
 
3164
                                </port>
 
3165
                        </input>
 
3166
                        <output>
 
3167
                                <port id="1">
 
3168
                                        <dim>1</dim>
 
3169
                                        <dim>8064</dim>
 
3170
                                </port>
 
3171
                        </output>
 
3172
                </layer>
 
3173
                <layer id="169" name="L0104_Conv2d-conf_preproc_seq.conv6_sep_relu.conv6_sep_reduce" precision="FP32" type="Convolution">
 
3174
                        <data dilations="1,1" group="1" kernel="1,1" output="16" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
3175
                        <input>
 
3176
                                <port id="0">
 
3177
                                        <dim>1</dim>
 
3178
                                        <dim>128</dim>
 
3179
                                        <dim>12</dim>
 
3180
                                        <dim>21</dim>
 
3181
                                </port>
 
3182
                        </input>
 
3183
                        <output>
 
3184
                                <port id="3">
 
3185
                                        <dim>1</dim>
 
3186
                                        <dim>16</dim>
 
3187
                                        <dim>12</dim>
 
3188
                                        <dim>21</dim>
 
3189
                                </port>
 
3190
                        </output>
 
3191
                        <blobs>
 
3192
                                <weights offset="1713888" size="8192"/>
 
3193
                                <biases offset="1722080" size="64"/>
 
3194
                        </blobs>
 
3195
                </layer>
 
3196
                <layer id="170" name="L0105_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
3197
                        <data negative_slope="0.0"/>
 
3198
                        <input>
 
3199
                                <port id="0">
 
3200
                                        <dim>1</dim>
 
3201
                                        <dim>16</dim>
 
3202
                                        <dim>12</dim>
 
3203
                                        <dim>21</dim>
 
3204
                                </port>
 
3205
                        </input>
 
3206
                        <output>
 
3207
                                <port id="1">
 
3208
                                        <dim>1</dim>
 
3209
                                        <dim>16</dim>
 
3210
                                        <dim>12</dim>
 
3211
                                        <dim>21</dim>
 
3212
                                </port>
 
3213
                        </output>
 
3214
                </layer>
 
3215
                <layer id="171" name="L0106_Conv2d-conf_seq.fc7_mbox_conf_64.pre_fc7_mbox_conf_64_BN" precision="FP32" type="Convolution">
 
3216
                        <data dilations="1,1" group="1" kernel="3,3" output="16" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3217
                        <input>
 
3218
                                <port id="0">
 
3219
                                        <dim>1</dim>
 
3220
                                        <dim>16</dim>
 
3221
                                        <dim>12</dim>
 
3222
                                        <dim>21</dim>
 
3223
                                </port>
 
3224
                        </input>
 
3225
                        <output>
 
3226
                                <port id="3">
 
3227
                                        <dim>1</dim>
 
3228
                                        <dim>16</dim>
 
3229
                                        <dim>12</dim>
 
3230
                                        <dim>21</dim>
 
3231
                                </port>
 
3232
                        </output>
 
3233
                        <blobs>
 
3234
                                <weights offset="1722144" size="9216"/>
 
3235
                                <biases offset="1731360" size="64"/>
 
3236
                        </blobs>
 
3237
                </layer>
 
3238
                <layer id="172" name="L0107_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
3239
                        <data negative_slope="0.0"/>
 
3240
                        <input>
 
3241
                                <port id="0">
 
3242
                                        <dim>1</dim>
 
3243
                                        <dim>16</dim>
 
3244
                                        <dim>12</dim>
 
3245
                                        <dim>21</dim>
 
3246
                                </port>
 
3247
                        </input>
 
3248
                        <output>
 
3249
                                <port id="1">
 
3250
                                        <dim>1</dim>
 
3251
                                        <dim>16</dim>
 
3252
                                        <dim>12</dim>
 
3253
                                        <dim>21</dim>
 
3254
                                </port>
 
3255
                        </output>
 
3256
                </layer>
 
3257
                <layer id="173" name="L0108_Conv2d-conf_seq.fc7_mbox_conf_64.fc7_mbox_conf_64" precision="FP32" type="Convolution">
 
3258
                        <data dilations="1,1" group="1" kernel="3,3" output="12" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3259
                        <input>
 
3260
                                <port id="0">
 
3261
                                        <dim>1</dim>
 
3262
                                        <dim>16</dim>
 
3263
                                        <dim>12</dim>
 
3264
                                        <dim>21</dim>
 
3265
                                </port>
 
3266
                        </input>
 
3267
                        <output>
 
3268
                                <port id="3">
 
3269
                                        <dim>1</dim>
 
3270
                                        <dim>12</dim>
 
3271
                                        <dim>12</dim>
 
3272
                                        <dim>21</dim>
 
3273
                                </port>
 
3274
                        </output>
 
3275
                        <blobs>
 
3276
                                <weights offset="1731424" size="6912"/>
 
3277
                                <biases offset="1738336" size="48"/>
 
3278
                        </blobs>
 
3279
                </layer>
 
3280
                <layer id="174" name="fc7_mbox_conf_perm" precision="FP32" type="Permute">
 
3281
                        <data order="0,2,3,1"/>
 
3282
                        <input>
 
3283
                                <port id="0">
 
3284
                                        <dim>1</dim>
 
3285
                                        <dim>12</dim>
 
3286
                                        <dim>12</dim>
 
3287
                                        <dim>21</dim>
 
3288
                                </port>
 
3289
                        </input>
 
3290
                        <output>
 
3291
                                <port id="1">
 
3292
                                        <dim>1</dim>
 
3293
                                        <dim>12</dim>
 
3294
                                        <dim>21</dim>
 
3295
                                        <dim>12</dim>
 
3296
                                </port>
 
3297
                        </output>
 
3298
                </layer>
 
3299
                <layer id="175" name="fc7_mbox_conf_flat" precision="FP32" type="Flatten">
 
3300
                        <data axis="1" end_axis="-1"/>
 
3301
                        <input>
 
3302
                                <port id="0">
 
3303
                                        <dim>1</dim>
 
3304
                                        <dim>12</dim>
 
3305
                                        <dim>21</dim>
 
3306
                                        <dim>12</dim>
 
3307
                                </port>
 
3308
                        </input>
 
3309
                        <output>
 
3310
                                <port id="1">
 
3311
                                        <dim>1</dim>
 
3312
                                        <dim>3024</dim>
 
3313
                                </port>
 
3314
                        </output>
 
3315
                </layer>
 
3316
                <layer id="176" name="L0109_Conv2d-conf_preproc_seq.conv6_2_new_relu.conv6_2_new_reduce" precision="FP32" type="Convolution">
 
3317
                        <data dilations="1,1" group="1" kernel="1,1" output="16" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
3318
                        <input>
 
3319
                                <port id="0">
 
3320
                                        <dim>1</dim>
 
3321
                                        <dim>152</dim>
 
3322
                                        <dim>6</dim>
 
3323
                                        <dim>11</dim>
 
3324
                                </port>
 
3325
                        </input>
 
3326
                        <output>
 
3327
                                <port id="3">
 
3328
                                        <dim>1</dim>
 
3329
                                        <dim>16</dim>
 
3330
                                        <dim>6</dim>
 
3331
                                        <dim>11</dim>
 
3332
                                </port>
 
3333
                        </output>
 
3334
                        <blobs>
 
3335
                                <weights offset="1738384" size="9728"/>
 
3336
                                <biases offset="1748112" size="64"/>
 
3337
                        </blobs>
 
3338
                </layer>
 
3339
                <layer id="177" name="L0110_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
3340
                        <data negative_slope="0.0"/>
 
3341
                        <input>
 
3342
                                <port id="0">
 
3343
                                        <dim>1</dim>
 
3344
                                        <dim>16</dim>
 
3345
                                        <dim>6</dim>
 
3346
                                        <dim>11</dim>
 
3347
                                </port>
 
3348
                        </input>
 
3349
                        <output>
 
3350
                                <port id="1">
 
3351
                                        <dim>1</dim>
 
3352
                                        <dim>16</dim>
 
3353
                                        <dim>6</dim>
 
3354
                                        <dim>11</dim>
 
3355
                                </port>
 
3356
                        </output>
 
3357
                </layer>
 
3358
                <layer id="178" name="L0111_Conv2d-conf_seq.conv6_2_mbox_conf_64.pre_conv6_2_mbox_conf_64_BN" precision="FP32" type="Convolution">
 
3359
                        <data dilations="1,1" group="1" kernel="3,3" output="16" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3360
                        <input>
 
3361
                                <port id="0">
 
3362
                                        <dim>1</dim>
 
3363
                                        <dim>16</dim>
 
3364
                                        <dim>6</dim>
 
3365
                                        <dim>11</dim>
 
3366
                                </port>
 
3367
                        </input>
 
3368
                        <output>
 
3369
                                <port id="3">
 
3370
                                        <dim>1</dim>
 
3371
                                        <dim>16</dim>
 
3372
                                        <dim>6</dim>
 
3373
                                        <dim>11</dim>
 
3374
                                </port>
 
3375
                        </output>
 
3376
                        <blobs>
 
3377
                                <weights offset="1748176" size="9216"/>
 
3378
                                <biases offset="1757392" size="64"/>
 
3379
                        </blobs>
 
3380
                </layer>
 
3381
                <layer id="179" name="L0112_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
3382
                        <data negative_slope="0.0"/>
 
3383
                        <input>
 
3384
                                <port id="0">
 
3385
                                        <dim>1</dim>
 
3386
                                        <dim>16</dim>
 
3387
                                        <dim>6</dim>
 
3388
                                        <dim>11</dim>
 
3389
                                </port>
 
3390
                        </input>
 
3391
                        <output>
 
3392
                                <port id="1">
 
3393
                                        <dim>1</dim>
 
3394
                                        <dim>16</dim>
 
3395
                                        <dim>6</dim>
 
3396
                                        <dim>11</dim>
 
3397
                                </port>
 
3398
                        </output>
 
3399
                </layer>
 
3400
                <layer id="180" name="L0113_Conv2d-conf_seq.conv6_2_mbox_conf_64.conv6_2_mbox_conf_64" precision="FP32" type="Convolution">
 
3401
                        <data dilations="1,1" group="1" kernel="3,3" output="12" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3402
                        <input>
 
3403
                                <port id="0">
 
3404
                                        <dim>1</dim>
 
3405
                                        <dim>16</dim>
 
3406
                                        <dim>6</dim>
 
3407
                                        <dim>11</dim>
 
3408
                                </port>
 
3409
                        </input>
 
3410
                        <output>
 
3411
                                <port id="3">
 
3412
                                        <dim>1</dim>
 
3413
                                        <dim>12</dim>
 
3414
                                        <dim>6</dim>
 
3415
                                        <dim>11</dim>
 
3416
                                </port>
 
3417
                        </output>
 
3418
                        <blobs>
 
3419
                                <weights offset="1757456" size="6912"/>
 
3420
                                <biases offset="1764368" size="48"/>
 
3421
                        </blobs>
 
3422
                </layer>
 
3423
                <layer id="181" name="conv6_2_mbox_conf_perm" precision="FP32" type="Permute">
 
3424
                        <data order="0,2,3,1"/>
 
3425
                        <input>
 
3426
                                <port id="0">
 
3427
                                        <dim>1</dim>
 
3428
                                        <dim>12</dim>
 
3429
                                        <dim>6</dim>
 
3430
                                        <dim>11</dim>
 
3431
                                </port>
 
3432
                        </input>
 
3433
                        <output>
 
3434
                                <port id="1">
 
3435
                                        <dim>1</dim>
 
3436
                                        <dim>6</dim>
 
3437
                                        <dim>11</dim>
 
3438
                                        <dim>12</dim>
 
3439
                                </port>
 
3440
                        </output>
 
3441
                </layer>
 
3442
                <layer id="182" name="conv6_2_mbox_conf_flat" precision="FP32" type="Flatten">
 
3443
                        <data axis="1" end_axis="-1"/>
 
3444
                        <input>
 
3445
                                <port id="0">
 
3446
                                        <dim>1</dim>
 
3447
                                        <dim>6</dim>
 
3448
                                        <dim>11</dim>
 
3449
                                        <dim>12</dim>
 
3450
                                </port>
 
3451
                        </input>
 
3452
                        <output>
 
3453
                                <port id="1">
 
3454
                                        <dim>1</dim>
 
3455
                                        <dim>792</dim>
 
3456
                                </port>
 
3457
                        </output>
 
3458
                </layer>
 
3459
                <layer id="183" name="L0114_Conv2d-conf_preproc_seq.conv7_2_new_relu.conv7_2_new_reduce" precision="FP32" type="Convolution">
 
3460
                        <data dilations="1,1" group="1" kernel="1,1" output="16" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
3461
                        <input>
 
3462
                                <port id="0">
 
3463
                                        <dim>1</dim>
 
3464
                                        <dim>168</dim>
 
3465
                                        <dim>3</dim>
 
3466
                                        <dim>6</dim>
 
3467
                                </port>
 
3468
                        </input>
 
3469
                        <output>
 
3470
                                <port id="3">
 
3471
                                        <dim>1</dim>
 
3472
                                        <dim>16</dim>
 
3473
                                        <dim>3</dim>
 
3474
                                        <dim>6</dim>
 
3475
                                </port>
 
3476
                        </output>
 
3477
                        <blobs>
 
3478
                                <weights offset="1764416" size="10752"/>
 
3479
                                <biases offset="1775168" size="64"/>
 
3480
                        </blobs>
 
3481
                </layer>
 
3482
                <layer id="184" name="L0115_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
3483
                        <data negative_slope="0.0"/>
 
3484
                        <input>
 
3485
                                <port id="0">
 
3486
                                        <dim>1</dim>
 
3487
                                        <dim>16</dim>
 
3488
                                        <dim>3</dim>
 
3489
                                        <dim>6</dim>
 
3490
                                </port>
 
3491
                        </input>
 
3492
                        <output>
 
3493
                                <port id="1">
 
3494
                                        <dim>1</dim>
 
3495
                                        <dim>16</dim>
 
3496
                                        <dim>3</dim>
 
3497
                                        <dim>6</dim>
 
3498
                                </port>
 
3499
                        </output>
 
3500
                </layer>
 
3501
                <layer id="185" name="L0116_Conv2d-conf_seq.conv7_2_mbox_conf_64.pre_conv7_2_mbox_conf_64_BN" precision="FP32" type="Convolution">
 
3502
                        <data dilations="1,1" group="1" kernel="3,3" output="16" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3503
                        <input>
 
3504
                                <port id="0">
 
3505
                                        <dim>1</dim>
 
3506
                                        <dim>16</dim>
 
3507
                                        <dim>3</dim>
 
3508
                                        <dim>6</dim>
 
3509
                                </port>
 
3510
                        </input>
 
3511
                        <output>
 
3512
                                <port id="3">
 
3513
                                        <dim>1</dim>
 
3514
                                        <dim>16</dim>
 
3515
                                        <dim>3</dim>
 
3516
                                        <dim>6</dim>
 
3517
                                </port>
 
3518
                        </output>
 
3519
                        <blobs>
 
3520
                                <weights offset="1775232" size="9216"/>
 
3521
                                <biases offset="1784448" size="64"/>
 
3522
                        </blobs>
 
3523
                </layer>
 
3524
                <layer id="186" name="L0117_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
3525
                        <data negative_slope="0.0"/>
 
3526
                        <input>
 
3527
                                <port id="0">
 
3528
                                        <dim>1</dim>
 
3529
                                        <dim>16</dim>
 
3530
                                        <dim>3</dim>
 
3531
                                        <dim>6</dim>
 
3532
                                </port>
 
3533
                        </input>
 
3534
                        <output>
 
3535
                                <port id="1">
 
3536
                                        <dim>1</dim>
 
3537
                                        <dim>16</dim>
 
3538
                                        <dim>3</dim>
 
3539
                                        <dim>6</dim>
 
3540
                                </port>
 
3541
                        </output>
 
3542
                </layer>
 
3543
                <layer id="187" name="L0118_Conv2d-conf_seq.conv7_2_mbox_conf_64.conv7_2_mbox_conf_64" precision="FP32" type="Convolution">
 
3544
                        <data dilations="1,1" group="1" kernel="3,3" output="12" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3545
                        <input>
 
3546
                                <port id="0">
 
3547
                                        <dim>1</dim>
 
3548
                                        <dim>16</dim>
 
3549
                                        <dim>3</dim>
 
3550
                                        <dim>6</dim>
 
3551
                                </port>
 
3552
                        </input>
 
3553
                        <output>
 
3554
                                <port id="3">
 
3555
                                        <dim>1</dim>
 
3556
                                        <dim>12</dim>
 
3557
                                        <dim>3</dim>
 
3558
                                        <dim>6</dim>
 
3559
                                </port>
 
3560
                        </output>
 
3561
                        <blobs>
 
3562
                                <weights offset="1784512" size="6912"/>
 
3563
                                <biases offset="1791424" size="48"/>
 
3564
                        </blobs>
 
3565
                </layer>
 
3566
                <layer id="188" name="conv7_2_mbox_conf_perm" precision="FP32" type="Permute">
 
3567
                        <data order="0,2,3,1"/>
 
3568
                        <input>
 
3569
                                <port id="0">
 
3570
                                        <dim>1</dim>
 
3571
                                        <dim>12</dim>
 
3572
                                        <dim>3</dim>
 
3573
                                        <dim>6</dim>
 
3574
                                </port>
 
3575
                        </input>
 
3576
                        <output>
 
3577
                                <port id="1">
 
3578
                                        <dim>1</dim>
 
3579
                                        <dim>3</dim>
 
3580
                                        <dim>6</dim>
 
3581
                                        <dim>12</dim>
 
3582
                                </port>
 
3583
                        </output>
 
3584
                </layer>
 
3585
                <layer id="189" name="conv7_2_mbox_conf_flat" precision="FP32" type="Flatten">
 
3586
                        <data axis="1" end_axis="-1"/>
 
3587
                        <input>
 
3588
                                <port id="0">
 
3589
                                        <dim>1</dim>
 
3590
                                        <dim>3</dim>
 
3591
                                        <dim>6</dim>
 
3592
                                        <dim>12</dim>
 
3593
                                </port>
 
3594
                        </input>
 
3595
                        <output>
 
3596
                                <port id="1">
 
3597
                                        <dim>1</dim>
 
3598
                                        <dim>216</dim>
 
3599
                                </port>
 
3600
                        </output>
 
3601
                </layer>
 
3602
                <layer id="190" name="L0119_Conv2d-conf_preproc_seq.conv8_2_new_relu.conv8_2_new_reduce" precision="FP32" type="Convolution">
 
3603
                        <data dilations="1,1" group="1" kernel="1,1" output="16" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
3604
                        <input>
 
3605
                                <port id="0">
 
3606
                                        <dim>1</dim>
 
3607
                                        <dim>200</dim>
 
3608
                                        <dim>2</dim>
 
3609
                                        <dim>3</dim>
 
3610
                                </port>
 
3611
                        </input>
 
3612
                        <output>
 
3613
                                <port id="3">
 
3614
                                        <dim>1</dim>
 
3615
                                        <dim>16</dim>
 
3616
                                        <dim>2</dim>
 
3617
                                        <dim>3</dim>
 
3618
                                </port>
 
3619
                        </output>
 
3620
                        <blobs>
 
3621
                                <weights offset="1791472" size="12800"/>
 
3622
                                <biases offset="1804272" size="64"/>
 
3623
                        </blobs>
 
3624
                </layer>
 
3625
                <layer id="191" name="L0120_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
3626
                        <data negative_slope="0.0"/>
 
3627
                        <input>
 
3628
                                <port id="0">
 
3629
                                        <dim>1</dim>
 
3630
                                        <dim>16</dim>
 
3631
                                        <dim>2</dim>
 
3632
                                        <dim>3</dim>
 
3633
                                </port>
 
3634
                        </input>
 
3635
                        <output>
 
3636
                                <port id="1">
 
3637
                                        <dim>1</dim>
 
3638
                                        <dim>16</dim>
 
3639
                                        <dim>2</dim>
 
3640
                                        <dim>3</dim>
 
3641
                                </port>
 
3642
                        </output>
 
3643
                </layer>
 
3644
                <layer id="192" name="L0121_Conv2d-conf_seq.conv8_2_mbox_conf_64.pre_conv8_2_mbox_conf_64_BN" precision="FP32" type="Convolution">
 
3645
                        <data dilations="1,1" group="1" kernel="3,3" output="16" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3646
                        <input>
 
3647
                                <port id="0">
 
3648
                                        <dim>1</dim>
 
3649
                                        <dim>16</dim>
 
3650
                                        <dim>2</dim>
 
3651
                                        <dim>3</dim>
 
3652
                                </port>
 
3653
                        </input>
 
3654
                        <output>
 
3655
                                <port id="3">
 
3656
                                        <dim>1</dim>
 
3657
                                        <dim>16</dim>
 
3658
                                        <dim>2</dim>
 
3659
                                        <dim>3</dim>
 
3660
                                </port>
 
3661
                        </output>
 
3662
                        <blobs>
 
3663
                                <weights offset="1804336" size="9216"/>
 
3664
                                <biases offset="1813552" size="64"/>
 
3665
                        </blobs>
 
3666
                </layer>
 
3667
                <layer id="193" name="L0122_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
3668
                        <data negative_slope="0.0"/>
 
3669
                        <input>
 
3670
                                <port id="0">
 
3671
                                        <dim>1</dim>
 
3672
                                        <dim>16</dim>
 
3673
                                        <dim>2</dim>
 
3674
                                        <dim>3</dim>
 
3675
                                </port>
 
3676
                        </input>
 
3677
                        <output>
 
3678
                                <port id="1">
 
3679
                                        <dim>1</dim>
 
3680
                                        <dim>16</dim>
 
3681
                                        <dim>2</dim>
 
3682
                                        <dim>3</dim>
 
3683
                                </port>
 
3684
                        </output>
 
3685
                </layer>
 
3686
                <layer id="194" name="L0123_Conv2d-conf_seq.conv8_2_mbox_conf_64.conv8_2_mbox_conf_64" precision="FP32" type="Convolution">
 
3687
                        <data dilations="1,1" group="1" kernel="3,3" output="8" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3688
                        <input>
 
3689
                                <port id="0">
 
3690
                                        <dim>1</dim>
 
3691
                                        <dim>16</dim>
 
3692
                                        <dim>2</dim>
 
3693
                                        <dim>3</dim>
 
3694
                                </port>
 
3695
                        </input>
 
3696
                        <output>
 
3697
                                <port id="3">
 
3698
                                        <dim>1</dim>
 
3699
                                        <dim>8</dim>
 
3700
                                        <dim>2</dim>
 
3701
                                        <dim>3</dim>
 
3702
                                </port>
 
3703
                        </output>
 
3704
                        <blobs>
 
3705
                                <weights offset="1813616" size="4608"/>
 
3706
                                <biases offset="1818224" size="32"/>
 
3707
                        </blobs>
 
3708
                </layer>
 
3709
                <layer id="195" name="conv8_2_mbox_conf_perm" precision="FP32" type="Permute">
 
3710
                        <data order="0,2,3,1"/>
 
3711
                        <input>
 
3712
                                <port id="0">
 
3713
                                        <dim>1</dim>
 
3714
                                        <dim>8</dim>
 
3715
                                        <dim>2</dim>
 
3716
                                        <dim>3</dim>
 
3717
                                </port>
 
3718
                        </input>
 
3719
                        <output>
 
3720
                                <port id="1">
 
3721
                                        <dim>1</dim>
 
3722
                                        <dim>2</dim>
 
3723
                                        <dim>3</dim>
 
3724
                                        <dim>8</dim>
 
3725
                                </port>
 
3726
                        </output>
 
3727
                </layer>
 
3728
                <layer id="196" name="conv8_2_mbox_conf_flat" precision="FP32" type="Flatten">
 
3729
                        <data axis="1" end_axis="-1"/>
 
3730
                        <input>
 
3731
                                <port id="0">
 
3732
                                        <dim>1</dim>
 
3733
                                        <dim>2</dim>
 
3734
                                        <dim>3</dim>
 
3735
                                        <dim>8</dim>
 
3736
                                </port>
 
3737
                        </input>
 
3738
                        <output>
 
3739
                                <port id="1">
 
3740
                                        <dim>1</dim>
 
3741
                                        <dim>48</dim>
 
3742
                                </port>
 
3743
                        </output>
 
3744
                </layer>
 
3745
                <layer id="197" name="L0124_Conv2d-conf_preproc_seq.conv9_2_new_relu.conv9_2_new_reduce" precision="FP32" type="Convolution">
 
3746
                        <data dilations="1,1" group="1" kernel="1,1" output="16" pads_begin="0,0" pads_end="0,0" strides="1,1"/>
 
3747
                        <input>
 
3748
                                <port id="0">
 
3749
                                        <dim>1</dim>
 
3750
                                        <dim>128</dim>
 
3751
                                        <dim>1</dim>
 
3752
                                        <dim>2</dim>
 
3753
                                </port>
 
3754
                        </input>
 
3755
                        <output>
 
3756
                                <port id="3">
 
3757
                                        <dim>1</dim>
 
3758
                                        <dim>16</dim>
 
3759
                                        <dim>1</dim>
 
3760
                                        <dim>2</dim>
 
3761
                                </port>
 
3762
                        </output>
 
3763
                        <blobs>
 
3764
                                <weights offset="1818256" size="8192"/>
 
3765
                                <biases offset="1826448" size="64"/>
 
3766
                        </blobs>
 
3767
                </layer>
 
3768
                <layer id="198" name="L0125_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
3769
                        <data negative_slope="0.0"/>
 
3770
                        <input>
 
3771
                                <port id="0">
 
3772
                                        <dim>1</dim>
 
3773
                                        <dim>16</dim>
 
3774
                                        <dim>1</dim>
 
3775
                                        <dim>2</dim>
 
3776
                                </port>
 
3777
                        </input>
 
3778
                        <output>
 
3779
                                <port id="1">
 
3780
                                        <dim>1</dim>
 
3781
                                        <dim>16</dim>
 
3782
                                        <dim>1</dim>
 
3783
                                        <dim>2</dim>
 
3784
                                </port>
 
3785
                        </output>
 
3786
                </layer>
 
3787
                <layer id="199" name="L0126_Conv2d-conf_seq.conv9_2_mbox_conf_64.pre_conv9_2_mbox_conf_64_BN" precision="FP32" type="Convolution">
 
3788
                        <data dilations="1,1" group="1" kernel="3,3" output="16" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3789
                        <input>
 
3790
                                <port id="0">
 
3791
                                        <dim>1</dim>
 
3792
                                        <dim>16</dim>
 
3793
                                        <dim>1</dim>
 
3794
                                        <dim>2</dim>
 
3795
                                </port>
 
3796
                        </input>
 
3797
                        <output>
 
3798
                                <port id="3">
 
3799
                                        <dim>1</dim>
 
3800
                                        <dim>16</dim>
 
3801
                                        <dim>1</dim>
 
3802
                                        <dim>2</dim>
 
3803
                                </port>
 
3804
                        </output>
 
3805
                        <blobs>
 
3806
                                <weights offset="1826512" size="9216"/>
 
3807
                                <biases offset="1835728" size="64"/>
 
3808
                        </blobs>
 
3809
                </layer>
 
3810
                <layer id="200" name="L0127_ReLU-back_bone_seq.conv1_relu" precision="FP32" type="ReLU">
 
3811
                        <data negative_slope="0.0"/>
 
3812
                        <input>
 
3813
                                <port id="0">
 
3814
                                        <dim>1</dim>
 
3815
                                        <dim>16</dim>
 
3816
                                        <dim>1</dim>
 
3817
                                        <dim>2</dim>
 
3818
                                </port>
 
3819
                        </input>
 
3820
                        <output>
 
3821
                                <port id="1">
 
3822
                                        <dim>1</dim>
 
3823
                                        <dim>16</dim>
 
3824
                                        <dim>1</dim>
 
3825
                                        <dim>2</dim>
 
3826
                                </port>
 
3827
                        </output>
 
3828
                </layer>
 
3829
                <layer id="201" name="L0128_Conv2d-conf_seq.conv9_2_mbox_conf_64.conv9_2_mbox_conf_64" precision="FP32" type="Convolution">
 
3830
                        <data dilations="1,1" group="1" kernel="3,3" output="8" pads_begin="1,1" pads_end="1,1" strides="1,1"/>
 
3831
                        <input>
 
3832
                                <port id="0">
 
3833
                                        <dim>1</dim>
 
3834
                                        <dim>16</dim>
 
3835
                                        <dim>1</dim>
 
3836
                                        <dim>2</dim>
 
3837
                                </port>
 
3838
                        </input>
 
3839
                        <output>
 
3840
                                <port id="3">
 
3841
                                        <dim>1</dim>
 
3842
                                        <dim>8</dim>
 
3843
                                        <dim>1</dim>
 
3844
                                        <dim>2</dim>
 
3845
                                </port>
 
3846
                        </output>
 
3847
                        <blobs>
 
3848
                                <weights offset="1835792" size="4608"/>
 
3849
                                <biases offset="1840400" size="32"/>
 
3850
                        </blobs>
 
3851
                </layer>
 
3852
                <layer id="202" name="conv9_2_mbox_conf_perm" precision="FP32" type="Permute">
 
3853
                        <data order="0,2,3,1"/>
 
3854
                        <input>
 
3855
                                <port id="0">
 
3856
                                        <dim>1</dim>
 
3857
                                        <dim>8</dim>
 
3858
                                        <dim>1</dim>
 
3859
                                        <dim>2</dim>
 
3860
                                </port>
 
3861
                        </input>
 
3862
                        <output>
 
3863
                                <port id="1">
 
3864
                                        <dim>1</dim>
 
3865
                                        <dim>1</dim>
 
3866
                                        <dim>2</dim>
 
3867
                                        <dim>8</dim>
 
3868
                                </port>
 
3869
                        </output>
 
3870
                </layer>
 
3871
                <layer id="203" name="conv9_2_mbox_conf_flat" precision="FP32" type="Flatten">
 
3872
                        <data axis="1" end_axis="-1"/>
 
3873
                        <input>
 
3874
                                <port id="0">
 
3875
                                        <dim>1</dim>
 
3876
                                        <dim>1</dim>
 
3877
                                        <dim>2</dim>
 
3878
                                        <dim>8</dim>
 
3879
                                </port>
 
3880
                        </input>
 
3881
                        <output>
 
3882
                                <port id="1">
 
3883
                                        <dim>1</dim>
 
3884
                                        <dim>16</dim>
 
3885
                                </port>
 
3886
                        </output>
 
3887
                </layer>
 
3888
                <layer id="204" name="mbox_conf_16" precision="FP32" type="Concat">
 
3889
                        <data axis="1"/>
 
3890
                        <input>
 
3891
                                <port id="0">
 
3892
                                        <dim>1</dim>
 
3893
                                        <dim>8064</dim>
 
3894
                                </port>
 
3895
                                <port id="1">
 
3896
                                        <dim>1</dim>
 
3897
                                        <dim>8064</dim>
 
3898
                                </port>
 
3899
                                <port id="2">
 
3900
                                        <dim>1</dim>
 
3901
                                        <dim>3024</dim>
 
3902
                                </port>
 
3903
                                <port id="3">
 
3904
                                        <dim>1</dim>
 
3905
                                        <dim>792</dim>
 
3906
                                </port>
 
3907
                                <port id="4">
 
3908
                                        <dim>1</dim>
 
3909
                                        <dim>216</dim>
 
3910
                                </port>
 
3911
                                <port id="5">
 
3912
                                        <dim>1</dim>
 
3913
                                        <dim>48</dim>
 
3914
                                </port>
 
3915
                                <port id="6">
 
3916
                                        <dim>1</dim>
 
3917
                                        <dim>16</dim>
 
3918
                                </port>
 
3919
                        </input>
 
3920
                        <output>
 
3921
                                <port id="7">
 
3922
                                        <dim>1</dim>
 
3923
                                        <dim>20224</dim>
 
3924
                                </port>
 
3925
                        </output>
 
3926
                </layer>
 
3927
                <layer id="205" name="mbox_conf_reshape/DimData_const" precision="FP32" type="Const">
 
3928
                        <output>
 
3929
                                <port id="1">
 
3930
                                        <dim>3</dim>
 
3931
                                </port>
 
3932
                        </output>
 
3933
                        <blobs>
 
3934
                                <custom offset="1840432" size="12"/>
 
3935
                        </blobs>
 
3936
                </layer>
 
3937
                <layer id="206" name="mbox_conf_reshape" precision="FP32" type="Reshape">
 
3938
                        <data axis="0" num_axes="-1"/>
 
3939
                        <input>
 
3940
                                <port id="0">
 
3941
                                        <dim>1</dim>
 
3942
                                        <dim>20224</dim>
 
3943
                                </port>
 
3944
                                <port id="1">
 
3945
                                        <dim>3</dim>
 
3946
                                </port>
 
3947
                        </input>
 
3948
                        <output>
 
3949
                                <port id="2">
 
3950
                                        <dim>1</dim>
 
3951
                                        <dim>10112</dim>
 
3952
                                        <dim>2</dim>
 
3953
                                </port>
 
3954
                        </output>
 
3955
                </layer>
 
3956
                <layer id="207" name="mbox_conf_softmax" precision="FP32" type="SoftMax">
 
3957
                        <data axis="2"/>
 
3958
                        <input>
 
3959
                                <port id="0">
 
3960
                                        <dim>1</dim>
 
3961
                                        <dim>10112</dim>
 
3962
                                        <dim>2</dim>
 
3963
                                </port>
 
3964
                        </input>
 
3965
                        <output>
 
3966
                                <port id="1">
 
3967
                                        <dim>1</dim>
 
3968
                                        <dim>10112</dim>
 
3969
                                        <dim>2</dim>
 
3970
                                </port>
 
3971
                        </output>
 
3972
                </layer>
 
3973
                <layer id="208" name="mbox_conf_flatten" precision="FP32" type="Flatten">
 
3974
                        <data axis="1" end_axis="-1"/>
 
3975
                        <input>
 
3976
                                <port id="0">
 
3977
                                        <dim>1</dim>
 
3978
                                        <dim>10112</dim>
 
3979
                                        <dim>2</dim>
 
3980
                                </port>
 
3981
                        </input>
 
3982
                        <output>
 
3983
                                <port id="1">
 
3984
                                        <dim>1</dim>
 
3985
                                        <dim>20224</dim>
 
3986
                                </port>
 
3987
                        </output>
 
3988
                </layer>
 
3989
                <layer id="209" name="conv4_3_0_norm_mbox_priorbox" precision="FP32" type="PriorBox">
 
3990
                        <data aspect_ratio="2.0" clip="0" flip="1" max_size="38.4000015259" min_size="16.0" offset="0.5" step="16.0" variance="0.10000000149011612,0.10000000149011612,0.20000000298023224,0.20000000298023224"/>
 
3991
                        <input>
 
3992
                                <port id="0">
 
3993
                                        <dim>1</dim>
 
3994
                                        <dim>8</dim>
 
3995
                                        <dim>24</dim>
 
3996
                                        <dim>42</dim>
 
3997
                                </port>
 
3998
                                <port id="1">
 
3999
                                        <dim>1</dim>
 
4000
                                        <dim>3</dim>
 
4001
                                        <dim>384</dim>
 
4002
                                        <dim>672</dim>
 
4003
                                </port>
 
4004
                        </input>
 
4005
                        <output>
 
4006
                                <port id="2">
 
4007
                                        <dim>1</dim>
 
4008
                                        <dim>2</dim>
 
4009
                                        <dim>16128</dim>
 
4010
                                </port>
 
4011
                        </output>
 
4012
                </layer>
 
4013
                <layer id="210" name="conv4_3_norm_mbox_priorbox" precision="FP32" type="PriorBox">
 
4014
                        <data aspect_ratio="2.0" clip="0" flip="1" max_size="76.8000030518" min_size="38.4000015259" offset="0.5" step="16.0" variance="0.10000000149011612,0.10000000149011612,0.20000000298023224,0.20000000298023224"/>
 
4015
                        <input>
 
4016
                                <port id="0">
 
4017
                                        <dim>1</dim>
 
4018
                                        <dim>8</dim>
 
4019
                                        <dim>24</dim>
 
4020
                                        <dim>42</dim>
 
4021
                                </port>
 
4022
                                <port id="1">
 
4023
                                        <dim>1</dim>
 
4024
                                        <dim>3</dim>
 
4025
                                        <dim>384</dim>
 
4026
                                        <dim>672</dim>
 
4027
                                </port>
 
4028
                        </input>
 
4029
                        <output>
 
4030
                                <port id="2">
 
4031
                                        <dim>1</dim>
 
4032
                                        <dim>2</dim>
 
4033
                                        <dim>16128</dim>
 
4034
                                </port>
 
4035
                        </output>
 
4036
                </layer>
 
4037
                <layer id="211" name="fc7_mbox_priorbox" precision="FP32" type="PriorBox">
 
4038
                        <data aspect_ratio="2.0,3.0" clip="0" flip="1" max_size="142.080001831" min_size="76.8000030518" offset="0.5" step="32.0" variance="0.10000000149011612,0.10000000149011612,0.20000000298023224,0.20000000298023224"/>
 
4039
                        <input>
 
4040
                                <port id="0">
 
4041
                                        <dim>1</dim>
 
4042
                                        <dim>12</dim>
 
4043
                                        <dim>12</dim>
 
4044
                                        <dim>21</dim>
 
4045
                                </port>
 
4046
                                <port id="1">
 
4047
                                        <dim>1</dim>
 
4048
                                        <dim>3</dim>
 
4049
                                        <dim>384</dim>
 
4050
                                        <dim>672</dim>
 
4051
                                </port>
 
4052
                        </input>
 
4053
                        <output>
 
4054
                                <port id="2">
 
4055
                                        <dim>1</dim>
 
4056
                                        <dim>2</dim>
 
4057
                                        <dim>6048</dim>
 
4058
                                </port>
 
4059
                        </output>
 
4060
                </layer>
 
4061
                <layer id="212" name="conv6_2_mbox_priorbox" precision="FP32" type="PriorBox">
 
4062
                        <data aspect_ratio="2.0,3.0" clip="0" flip="1" max_size="207.36000061" min_size="142.080001831" offset="0.5" step="64.0" variance="0.10000000149011612,0.10000000149011612,0.20000000298023224,0.20000000298023224"/>
 
4063
                        <input>
 
4064
                                <port id="0">
 
4065
                                        <dim>1</dim>
 
4066
                                        <dim>12</dim>
 
4067
                                        <dim>6</dim>
 
4068
                                        <dim>11</dim>
 
4069
                                </port>
 
4070
                                <port id="1">
 
4071
                                        <dim>1</dim>
 
4072
                                        <dim>3</dim>
 
4073
                                        <dim>384</dim>
 
4074
                                        <dim>672</dim>
 
4075
                                </port>
 
4076
                        </input>
 
4077
                        <output>
 
4078
                                <port id="2">
 
4079
                                        <dim>1</dim>
 
4080
                                        <dim>2</dim>
 
4081
                                        <dim>1584</dim>
 
4082
                                </port>
 
4083
                        </output>
 
4084
                </layer>
 
4085
                <layer id="213" name="conv7_2_mbox_priorbox" precision="FP32" type="PriorBox">
 
4086
                        <data aspect_ratio="2.0,3.0" clip="0" flip="1" max_size="272.640014648" min_size="207.36000061" offset="0.5" step="100.0" variance="0.10000000149011612,0.10000000149011612,0.20000000298023224,0.20000000298023224"/>
 
4087
                        <input>
 
4088
                                <port id="0">
 
4089
                                        <dim>1</dim>
 
4090
                                        <dim>12</dim>
 
4091
                                        <dim>3</dim>
 
4092
                                        <dim>6</dim>
 
4093
                                </port>
 
4094
                                <port id="1">
 
4095
                                        <dim>1</dim>
 
4096
                                        <dim>3</dim>
 
4097
                                        <dim>384</dim>
 
4098
                                        <dim>672</dim>
 
4099
                                </port>
 
4100
                        </input>
 
4101
                        <output>
 
4102
                                <port id="2">
 
4103
                                        <dim>1</dim>
 
4104
                                        <dim>2</dim>
 
4105
                                        <dim>432</dim>
 
4106
                                </port>
 
4107
                        </output>
 
4108
                </layer>
 
4109
                <layer id="214" name="conv8_2_mbox_priorbox" precision="FP32" type="PriorBox">
 
4110
                        <data aspect_ratio="2.0" clip="0" flip="1" max_size="337.920013428" min_size="272.640014648" offset="0.5" step="150.0" variance="0.10000000149011612,0.10000000149011612,0.20000000298023224,0.20000000298023224"/>
 
4111
                        <input>
 
4112
                                <port id="0">
 
4113
                                        <dim>1</dim>
 
4114
                                        <dim>8</dim>
 
4115
                                        <dim>2</dim>
 
4116
                                        <dim>3</dim>
 
4117
                                </port>
 
4118
                                <port id="1">
 
4119
                                        <dim>1</dim>
 
4120
                                        <dim>3</dim>
 
4121
                                        <dim>384</dim>
 
4122
                                        <dim>672</dim>
 
4123
                                </port>
 
4124
                        </input>
 
4125
                        <output>
 
4126
                                <port id="2">
 
4127
                                        <dim>1</dim>
 
4128
                                        <dim>2</dim>
 
4129
                                        <dim>96</dim>
 
4130
                                </port>
 
4131
                        </output>
 
4132
                </layer>
 
4133
                <layer id="215" name="conv9_2_mbox_priorbox" precision="FP32" type="PriorBox">
 
4134
                        <data aspect_ratio="2.0" clip="0" flip="1" max_size="403.200012207" min_size="337.920013428" offset="0.5" step="300.0" variance="0.10000000149011612,0.10000000149011612,0.20000000298023224,0.20000000298023224"/>
 
4135
                        <input>
 
4136
                                <port id="0">
 
4137
                                        <dim>1</dim>
 
4138
                                        <dim>8</dim>
 
4139
                                        <dim>1</dim>
 
4140
                                        <dim>2</dim>
 
4141
                                </port>
 
4142
                                <port id="1">
 
4143
                                        <dim>1</dim>
 
4144
                                        <dim>3</dim>
 
4145
                                        <dim>384</dim>
 
4146
                                        <dim>672</dim>
 
4147
                                </port>
 
4148
                        </input>
 
4149
                        <output>
 
4150
                                <port id="2">
 
4151
                                        <dim>1</dim>
 
4152
                                        <dim>2</dim>
 
4153
                                        <dim>32</dim>
 
4154
                                </port>
 
4155
                        </output>
 
4156
                </layer>
 
4157
                <layer id="216" name="mbox_priorbox" precision="FP32" type="Concat">
 
4158
                        <data axis="2"/>
 
4159
                        <input>
 
4160
                                <port id="0">
 
4161
                                        <dim>1</dim>
 
4162
                                        <dim>2</dim>
 
4163
                                        <dim>16128</dim>
 
4164
                                </port>
 
4165
                                <port id="1">
 
4166
                                        <dim>1</dim>
 
4167
                                        <dim>2</dim>
 
4168
                                        <dim>16128</dim>
 
4169
                                </port>
 
4170
                                <port id="2">
 
4171
                                        <dim>1</dim>
 
4172
                                        <dim>2</dim>
 
4173
                                        <dim>6048</dim>
 
4174
                                </port>
 
4175
                                <port id="3">
 
4176
                                        <dim>1</dim>
 
4177
                                        <dim>2</dim>
 
4178
                                        <dim>1584</dim>
 
4179
                                </port>
 
4180
                                <port id="4">
 
4181
                                        <dim>1</dim>
 
4182
                                        <dim>2</dim>
 
4183
                                        <dim>432</dim>
 
4184
                                </port>
 
4185
                                <port id="5">
 
4186
                                        <dim>1</dim>
 
4187
                                        <dim>2</dim>
 
4188
                                        <dim>96</dim>
 
4189
                                </port>
 
4190
                                <port id="6">
 
4191
                                        <dim>1</dim>
 
4192
                                        <dim>2</dim>
 
4193
                                        <dim>32</dim>
 
4194
                                </port>
 
4195
                        </input>
 
4196
                        <output>
 
4197
                                <port id="7">
 
4198
                                        <dim>1</dim>
 
4199
                                        <dim>2</dim>
 
4200
                                        <dim>40448</dim>
 
4201
                                </port>
 
4202
                        </output>
 
4203
                </layer>
 
4204
                <layer id="217" name="detection_out" precision="FP32" type="DetectionOutput">
 
4205
                        <data background_label_id="0" code_type="caffe.PriorBoxParameter.CENTER_SIZE" confidence_threshold="0.009999999776482582" eta="1.0" input_height="1" input_width="1" keep_top_k="200" nms_threshold="0.44999998807907104" normalized="1" num_classes="2" share_location="1" top_k="400" variance_encoded_in_target="0" visualize="False"/>
 
4206
                        <input>
 
4207
                                <port id="0">
 
4208
                                        <dim>1</dim>
 
4209
                                        <dim>40448</dim>
 
4210
                                </port>
 
4211
                                <port id="1">
 
4212
                                        <dim>1</dim>
 
4213
                                        <dim>20224</dim>
 
4214
                                </port>
 
4215
                                <port id="2">
 
4216
                                        <dim>1</dim>
 
4217
                                        <dim>2</dim>
 
4218
                                        <dim>40448</dim>
 
4219
                                </port>
 
4220
                        </input>
 
4221
                        <output>
 
4222
                                <port id="3">
 
4223
                                        <dim>1</dim>
 
4224
                                        <dim>1</dim>
 
4225
                                        <dim>200</dim>
 
4226
                                        <dim>7</dim>
 
4227
                                </port>
 
4228
                        </output>
 
4229
                </layer>
 
4230
        </layers>
 
4231
        <edges>
 
4232
                <edge from-layer="0" from-port="0" to-layer="1" to-port="0"/>
 
4233
                <edge from-layer="1" from-port="3" to-layer="2" to-port="0"/>
 
4234
                <edge from-layer="2" from-port="3" to-layer="3" to-port="0"/>
 
4235
                <edge from-layer="3" from-port="1" to-layer="4" to-port="0"/>
 
4236
                <edge from-layer="4" from-port="3" to-layer="5" to-port="0"/>
 
4237
                <edge from-layer="5" from-port="1" to-layer="6" to-port="0"/>
 
4238
                <edge from-layer="6" from-port="3" to-layer="7" to-port="0"/>
 
4239
                <edge from-layer="7" from-port="1" to-layer="8" to-port="0"/>
 
4240
                <edge from-layer="8" from-port="3" to-layer="13" to-port="0"/>
 
4241
                <edge from-layer="9" from-port="1" to-layer="13" to-port="1"/>
 
4242
                <edge from-layer="10" from-port="1" to-layer="13" to-port="2"/>
 
4243
                <edge from-layer="11" from-port="1" to-layer="13" to-port="3"/>
 
4244
                <edge from-layer="12" from-port="1" to-layer="13" to-port="4"/>
 
4245
                <edge from-layer="13" from-port="5" to-layer="14" to-port="0"/>
 
4246
                <edge from-layer="14" from-port="2" to-layer="15" to-port="0"/>
 
4247
                <edge from-layer="15" from-port="3" to-layer="16" to-port="0"/>
 
4248
                <edge from-layer="16" from-port="1" to-layer="17" to-port="0"/>
 
4249
                <edge from-layer="17" from-port="3" to-layer="22" to-port="0"/>
 
4250
                <edge from-layer="18" from-port="1" to-layer="22" to-port="1"/>
 
4251
                <edge from-layer="19" from-port="1" to-layer="22" to-port="2"/>
 
4252
                <edge from-layer="20" from-port="1" to-layer="22" to-port="3"/>
 
4253
                <edge from-layer="21" from-port="1" to-layer="22" to-port="4"/>
 
4254
                <edge from-layer="22" from-port="5" to-layer="23" to-port="0"/>
 
4255
                <edge from-layer="23" from-port="2" to-layer="24" to-port="0"/>
 
4256
                <edge from-layer="24" from-port="3" to-layer="25" to-port="0"/>
 
4257
                <edge from-layer="25" from-port="1" to-layer="26" to-port="0"/>
 
4258
                <edge from-layer="26" from-port="3" to-layer="31" to-port="0"/>
 
4259
                <edge from-layer="27" from-port="1" to-layer="31" to-port="1"/>
 
4260
                <edge from-layer="28" from-port="1" to-layer="31" to-port="2"/>
 
4261
                <edge from-layer="29" from-port="1" to-layer="31" to-port="3"/>
 
4262
                <edge from-layer="30" from-port="1" to-layer="31" to-port="4"/>
 
4263
                <edge from-layer="31" from-port="5" to-layer="32" to-port="0"/>
 
4264
                <edge from-layer="32" from-port="2" to-layer="33" to-port="0"/>
 
4265
                <edge from-layer="33" from-port="3" to-layer="34" to-port="0"/>
 
4266
                <edge from-layer="34" from-port="1" to-layer="35" to-port="0"/>
 
4267
                <edge from-layer="35" from-port="3" to-layer="40" to-port="0"/>
 
4268
                <edge from-layer="36" from-port="1" to-layer="40" to-port="1"/>
 
4269
                <edge from-layer="37" from-port="1" to-layer="40" to-port="2"/>
 
4270
                <edge from-layer="38" from-port="1" to-layer="40" to-port="3"/>
 
4271
                <edge from-layer="39" from-port="1" to-layer="40" to-port="4"/>
 
4272
                <edge from-layer="40" from-port="5" to-layer="41" to-port="0"/>
 
4273
                <edge from-layer="41" from-port="2" to-layer="42" to-port="0"/>
 
4274
                <edge from-layer="42" from-port="3" to-layer="43" to-port="0"/>
 
4275
                <edge from-layer="43" from-port="1" to-layer="44" to-port="0"/>
 
4276
                <edge from-layer="44" from-port="3" to-layer="49" to-port="0"/>
 
4277
                <edge from-layer="45" from-port="1" to-layer="49" to-port="1"/>
 
4278
                <edge from-layer="46" from-port="1" to-layer="49" to-port="2"/>
 
4279
                <edge from-layer="47" from-port="1" to-layer="49" to-port="3"/>
 
4280
                <edge from-layer="48" from-port="1" to-layer="49" to-port="4"/>
 
4281
                <edge from-layer="49" from-port="5" to-layer="50" to-port="0"/>
 
4282
                <edge from-layer="50" from-port="2" to-layer="51" to-port="0"/>
 
4283
                <edge from-layer="51" from-port="3" to-layer="52" to-port="0"/>
 
4284
                <edge from-layer="52" from-port="1" to-layer="53" to-port="0"/>
 
4285
                <edge from-layer="53" from-port="3" to-layer="58" to-port="0"/>
 
4286
                <edge from-layer="54" from-port="1" to-layer="58" to-port="1"/>
 
4287
                <edge from-layer="55" from-port="1" to-layer="58" to-port="2"/>
 
4288
                <edge from-layer="56" from-port="1" to-layer="58" to-port="3"/>
 
4289
                <edge from-layer="57" from-port="1" to-layer="58" to-port="4"/>
 
4290
                <edge from-layer="58" from-port="5" to-layer="59" to-port="0"/>
 
4291
                <edge from-layer="59" from-port="2" to-layer="60" to-port="0"/>
 
4292
                <edge from-layer="60" from-port="3" to-layer="61" to-port="0"/>
 
4293
                <edge from-layer="61" from-port="1" to-layer="62" to-port="0"/>
 
4294
                <edge from-layer="62" from-port="3" to-layer="67" to-port="0"/>
 
4295
                <edge from-layer="63" from-port="1" to-layer="67" to-port="1"/>
 
4296
                <edge from-layer="64" from-port="1" to-layer="67" to-port="2"/>
 
4297
                <edge from-layer="65" from-port="1" to-layer="67" to-port="3"/>
 
4298
                <edge from-layer="66" from-port="1" to-layer="67" to-port="4"/>
 
4299
                <edge from-layer="67" from-port="5" to-layer="68" to-port="0"/>
 
4300
                <edge from-layer="68" from-port="2" to-layer="69" to-port="0"/>
 
4301
                <edge from-layer="69" from-port="3" to-layer="70" to-port="0"/>
 
4302
                <edge from-layer="70" from-port="1" to-layer="71" to-port="0"/>
 
4303
                <edge from-layer="71" from-port="3" to-layer="76" to-port="0"/>
 
4304
                <edge from-layer="72" from-port="1" to-layer="76" to-port="1"/>
 
4305
                <edge from-layer="73" from-port="1" to-layer="76" to-port="2"/>
 
4306
                <edge from-layer="74" from-port="1" to-layer="76" to-port="3"/>
 
4307
                <edge from-layer="75" from-port="1" to-layer="76" to-port="4"/>
 
4308
                <edge from-layer="76" from-port="5" to-layer="77" to-port="0"/>
 
4309
                <edge from-layer="77" from-port="2" to-layer="78" to-port="0"/>
 
4310
                <edge from-layer="78" from-port="3" to-layer="79" to-port="0"/>
 
4311
                <edge from-layer="79" from-port="1" to-layer="80" to-port="0"/>
 
4312
                <edge from-layer="80" from-port="3" to-layer="85" to-port="0"/>
 
4313
                <edge from-layer="81" from-port="1" to-layer="85" to-port="1"/>
 
4314
                <edge from-layer="82" from-port="1" to-layer="85" to-port="2"/>
 
4315
                <edge from-layer="83" from-port="1" to-layer="85" to-port="3"/>
 
4316
                <edge from-layer="84" from-port="1" to-layer="85" to-port="4"/>
 
4317
                <edge from-layer="85" from-port="5" to-layer="86" to-port="0"/>
 
4318
                <edge from-layer="86" from-port="2" to-layer="87" to-port="0"/>
 
4319
                <edge from-layer="87" from-port="3" to-layer="88" to-port="0"/>
 
4320
                <edge from-layer="88" from-port="1" to-layer="89" to-port="0"/>
 
4321
                <edge from-layer="89" from-port="3" to-layer="94" to-port="0"/>
 
4322
                <edge from-layer="90" from-port="1" to-layer="94" to-port="1"/>
 
4323
                <edge from-layer="91" from-port="1" to-layer="94" to-port="2"/>
 
4324
                <edge from-layer="92" from-port="1" to-layer="94" to-port="3"/>
 
4325
                <edge from-layer="93" from-port="1" to-layer="94" to-port="4"/>
 
4326
                <edge from-layer="94" from-port="5" to-layer="95" to-port="0"/>
 
4327
                <edge from-layer="95" from-port="2" to-layer="96" to-port="0"/>
 
4328
                <edge from-layer="96" from-port="3" to-layer="97" to-port="0"/>
 
4329
                <edge from-layer="97" from-port="1" to-layer="98" to-port="0"/>
 
4330
                <edge from-layer="98" from-port="3" to-layer="99" to-port="0"/>
 
4331
                <edge from-layer="99" from-port="1" to-layer="100" to-port="0"/>
 
4332
                <edge from-layer="97" from-port="1" to-layer="101" to-port="0"/>
 
4333
                <edge from-layer="101" from-port="3" to-layer="102" to-port="0"/>
 
4334
                <edge from-layer="102" from-port="1" to-layer="103" to-port="0"/>
 
4335
                <edge from-layer="97" from-port="1" to-layer="104" to-port="0"/>
 
4336
                <edge from-layer="104" from-port="3" to-layer="109" to-port="0"/>
 
4337
                <edge from-layer="105" from-port="1" to-layer="109" to-port="1"/>
 
4338
                <edge from-layer="106" from-port="1" to-layer="109" to-port="2"/>
 
4339
                <edge from-layer="107" from-port="1" to-layer="109" to-port="3"/>
 
4340
                <edge from-layer="108" from-port="1" to-layer="109" to-port="4"/>
 
4341
                <edge from-layer="109" from-port="5" to-layer="110" to-port="0"/>
 
4342
                <edge from-layer="110" from-port="2" to-layer="111" to-port="0"/>
 
4343
                <edge from-layer="111" from-port="3" to-layer="112" to-port="0"/>
 
4344
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4345
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4346
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4347
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4348
                <edge from-layer="116" from-port="1" to-layer="117" to-port="0"/>
 
4349
                <edge from-layer="117" from-port="3" to-layer="118" to-port="0"/>
 
4350
                <edge from-layer="118" from-port="1" to-layer="119" to-port="0"/>
 
4351
                <edge from-layer="116" from-port="1" to-layer="120" to-port="0"/>
 
4352
                <edge from-layer="120" from-port="3" to-layer="121" to-port="0"/>
 
4353
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4354
                <edge from-layer="122" from-port="3" to-layer="123" to-port="0"/>
 
4355
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4356
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4357
                <edge from-layer="125" from-port="1" to-layer="126" to-port="0"/>
 
4358
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4359
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4360
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4361
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4362
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4363
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4364
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4365
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4366
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4367
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4368
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4369
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4370
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4371
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4372
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4373
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4374
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4375
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4376
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4377
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4378
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4385
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4386
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4387
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4388
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4389
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4390
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4391
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4392
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4393
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4394
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4395
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4396
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4397
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4398
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4399
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4400
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4401
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4402
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4403
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4404
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4405
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4406
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4407
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4408
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4409
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4410
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4411
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4412
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4413
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4414
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4415
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4416
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4417
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4419
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4421
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4423
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4424
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4425
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4426
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4427
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4428
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4429
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4431
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4432
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4444
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4445
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4447
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4448
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4449
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4450
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4451
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4452
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4453
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4454
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4455
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4456
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4457
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4458
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4459
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4460
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4461
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4462
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4463
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4464
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4465
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4466
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4467
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4468
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4469
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4470
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4471
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4472
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4473
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4474
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4475
                <edge from-layer="216" from-port="7" to-layer="217" to-port="2"/>
 
4476
        </edges>
 
4477
        <meta_data>
 
4478
                <MO_version value="unknown version"/>
 
4479
                <cli_parameters>
 
4480
                        <data_type value="float"/>
 
4481
                        <disable_fusing value="False"/>
 
4482
                        <disable_gfusing value="False"/>
 
4483
                        <disable_omitting_optional value="False"/>
 
4484
                        <disable_resnet_optimization value="False"/>
 
4485
                        <enable_concat_optimization value="False"/>
 
4486
                        <enable_flattening_nested_params value="False"/>
 
4487
                        <extensions value="DIR"/>
 
4488
                        <framework value="caffe"/>
 
4489
                        <generate_deprecated_IR_V2 value="False"/>
 
4490
                        <input_model value="DIR/detection_1100__caffe_withhead_nobinparam.caffemodel"/>
 
4491
                        <input_proto value="DIR/detection_1100__caffe_withhead_nobinparam.prototxt"/>
 
4492
                        <k value="DIR/CustomLayersMapping.xml"/>
 
4493
                        <keep_shape_ops value="False"/>
 
4494
                        <log_level value="ERROR"/>
 
4495
                        <mean_scale_values value="[(array([  88.,  107.,  102.]), None)]"/>
 
4496
                        <mean_values value="[88,107,102]"/>
 
4497
                        <move_to_preprocess value="False"/>
 
4498
                        <output_dir value="DIR"/>
 
4499
                        <reverse_input_channels value="False"/>
 
4500
                        <scale value="76.923076923"/>
 
4501
                        <scale_values value="()"/>
 
4502
                        <silent value="False"/>
 
4503
                        <version value="False"/>
 
4504
                        <unset unset_cli_parameters="batch, finegrain_fusing, freeze_placeholder_with_value, input, input_shape, mean_file, mean_file_offsets, model_name, output, placeholder_shapes"/>
 
4505
                </cli_parameters>
 
4506
        </meta_data>
 
4507
</net>