KerasEfficientNetB7
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Model: "model_4"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_2 (InputLayer) (None, 600, 600, 3) 0
__________________________________________________________________________________________________
stem_conv (Conv2D) (None, 300, 300, 64) 1728 input_2[0][0]
__________________________________________________________________________________________________
stem_bn (BatchNormalization) (None, 300, 300, 64) 256 stem_conv[0][0]
__________________________________________________________________________________________________
stem_activation (Activation) (None, 300, 300, 64) 0 stem_bn[0][0]
__________________________________________________________________________________________________
block1a_dwconv (DepthwiseConv2D (None, 300, 300, 64) 576 stem_activation[0][0]
__________________________________________________________________________________________________
block1a_bn (BatchNormalization) (None, 300, 300, 64) 256 block1a_dwconv[0][0]
__________________________________________________________________________________________________
block1a_activation (Activation) (None, 300, 300, 64) 0 block1a_bn[0][0]
__________________________________________________________________________________________________
block1a_se_squeeze (GlobalAvera (None, 64) 0 block1a_activation[0][0]
__________________________________________________________________________________________________
block1a_se_reshape (Reshape) (None, 1, 1, 64) 0 block1a_se_squeeze[0][0]
__________________________________________________________________________________________________
block1a_se_reduce (Conv2D) (None, 1, 1, 16) 1040 block1a_se_reshape[0][0]
__________________________________________________________________________________________________
block1a_se_expand (Conv2D) (None, 1, 1, 64) 1088 block1a_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w300_d64_1 (Lambda) (None, 300, 300, 64) 0 block1a_se_expand[0][0]
__________________________________________________________________________________________________
block1a_se_excite (Multiply) (None, 300, 300, 64) 0 block1a_activation[0][0]
broadcast_w300_d64_1[0][0]
__________________________________________________________________________________________________
block1a_project_conv (Conv2D) (None, 300, 300, 32) 2048 block1a_se_excite[0][0]
__________________________________________________________________________________________________
block1a_project_bn (BatchNormal (None, 300, 300, 32) 128 block1a_project_conv[0][0]
__________________________________________________________________________________________________
block1b_dwconv (DepthwiseConv2D (None, 300, 300, 32) 288 block1a_project_bn[0][0]
__________________________________________________________________________________________________
block1b_bn (BatchNormalization) (None, 300, 300, 32) 128 block1b_dwconv[0][0]
__________________________________________________________________________________________________
block1b_activation (Activation) (None, 300, 300, 32) 0 block1b_bn[0][0]
__________________________________________________________________________________________________
block1b_se_squeeze (GlobalAvera (None, 32) 0 block1b_activation[0][0]
__________________________________________________________________________________________________
block1b_se_reshape (Reshape) (None, 1, 1, 32) 0 block1b_se_squeeze[0][0]
__________________________________________________________________________________________________
block1b_se_reduce (Conv2D) (None, 1, 1, 8) 264 block1b_se_reshape[0][0]
__________________________________________________________________________________________________
block1b_se_expand (Conv2D) (None, 1, 1, 32) 288 block1b_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w300_d32_1 (Lambda) (None, 300, 300, 32) 0 block1b_se_expand[0][0]
__________________________________________________________________________________________________
block1b_se_excite (Multiply) (None, 300, 300, 32) 0 block1b_activation[0][0]
broadcast_w300_d32_1[0][0]
__________________________________________________________________________________________________
block1b_project_conv (Conv2D) (None, 300, 300, 32) 1024 block1b_se_excite[0][0]
__________________________________________________________________________________________________
block1b_project_bn (BatchNormal (None, 300, 300, 32) 128 block1b_project_conv[0][0]
__________________________________________________________________________________________________
block1b_drop_dropout (Dropout) (None, 300, 300, 32) 0 block1b_project_bn[0][0]
__________________________________________________________________________________________________
block1b_add (Add) (None, 300, 300, 32) 0 block1a_project_bn[0][0]
block1b_drop_dropout[0][0]
__________________________________________________________________________________________________
block1c_dwconv (DepthwiseConv2D (None, 300, 300, 32) 288 block1b_add[0][0]
__________________________________________________________________________________________________
block1c_bn (BatchNormalization) (None, 300, 300, 32) 128 block1c_dwconv[0][0]
__________________________________________________________________________________________________
block1c_activation (Activation) (None, 300, 300, 32) 0 block1c_bn[0][0]
__________________________________________________________________________________________________
block1c_se_squeeze (GlobalAvera (None, 32) 0 block1c_activation[0][0]
__________________________________________________________________________________________________
block1c_se_reshape (Reshape) (None, 1, 1, 32) 0 block1c_se_squeeze[0][0]
__________________________________________________________________________________________________
block1c_se_reduce (Conv2D) (None, 1, 1, 8) 264 block1c_se_reshape[0][0]
__________________________________________________________________________________________________
block1c_se_expand (Conv2D) (None, 1, 1, 32) 288 block1c_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w300_d32_2 (Lambda) (None, 300, 300, 32) 0 block1c_se_expand[0][0]
__________________________________________________________________________________________________
block1c_se_excite (Multiply) (None, 300, 300, 32) 0 block1c_activation[0][0]
broadcast_w300_d32_2[0][0]
__________________________________________________________________________________________________
block1c_project_conv (Conv2D) (None, 300, 300, 32) 1024 block1c_se_excite[0][0]
__________________________________________________________________________________________________
block1c_project_bn (BatchNormal (None, 300, 300, 32) 128 block1c_project_conv[0][0]
__________________________________________________________________________________________________
block1c_drop_dropout (Dropout) (None, 300, 300, 32) 0 block1c_project_bn[0][0]
__________________________________________________________________________________________________
block1c_add (Add) (None, 300, 300, 32) 0 block1b_add[0][0]
block1c_drop_dropout[0][0]
__________________________________________________________________________________________________
block1d_dwconv (DepthwiseConv2D (None, 300, 300, 32) 288 block1c_add[0][0]
__________________________________________________________________________________________________
block1d_bn (BatchNormalization) (None, 300, 300, 32) 128 block1d_dwconv[0][0]
__________________________________________________________________________________________________
block1d_activation (Activation) (None, 300, 300, 32) 0 block1d_bn[0][0]
__________________________________________________________________________________________________
block1d_se_squeeze (GlobalAvera (None, 32) 0 block1d_activation[0][0]
__________________________________________________________________________________________________
block1d_se_reshape (Reshape) (None, 1, 1, 32) 0 block1d_se_squeeze[0][0]
__________________________________________________________________________________________________
block1d_se_reduce (Conv2D) (None, 1, 1, 8) 264 block1d_se_reshape[0][0]
__________________________________________________________________________________________________
block1d_se_expand (Conv2D) (None, 1, 1, 32) 288 block1d_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w300_d32_3 (Lambda) (None, 300, 300, 32) 0 block1d_se_expand[0][0]
__________________________________________________________________________________________________
block1d_se_excite (Multiply) (None, 300, 300, 32) 0 block1d_activation[0][0]
broadcast_w300_d32_3[0][0]
__________________________________________________________________________________________________
block1d_project_conv (Conv2D) (None, 300, 300, 32) 1024 block1d_se_excite[0][0]
__________________________________________________________________________________________________
block1d_project_bn (BatchNormal (None, 300, 300, 32) 128 block1d_project_conv[0][0]
__________________________________________________________________________________________________
block1d_drop_dropout (Dropout) (None, 300, 300, 32) 0 block1d_project_bn[0][0]
__________________________________________________________________________________________________
block1d_add (Add) (None, 300, 300, 32) 0 block1c_add[0][0]
block1d_drop_dropout[0][0]
__________________________________________________________________________________________________
block2a_expand_conv (Conv2D) (None, 300, 300, 192 6144 block1d_add[0][0]
__________________________________________________________________________________________________
block2a_expand_bn (BatchNormali (None, 300, 300, 192 768 block2a_expand_conv[0][0]
__________________________________________________________________________________________________
block2a_expand_activation (Acti (None, 300, 300, 192 0 block2a_expand_bn[0][0]
__________________________________________________________________________________________________
block2a_dwconv (DepthwiseConv2D (None, 150, 150, 192 1728 block2a_expand_activation[0][0]
__________________________________________________________________________________________________
block2a_bn (BatchNormalization) (None, 150, 150, 192 768 block2a_dwconv[0][0]
__________________________________________________________________________________________________
block2a_activation (Activation) (None, 150, 150, 192 0 block2a_bn[0][0]
__________________________________________________________________________________________________
block2a_se_squeeze (GlobalAvera (None, 192) 0 block2a_activation[0][0]
__________________________________________________________________________________________________
block2a_se_reshape (Reshape) (None, 1, 1, 192) 0 block2a_se_squeeze[0][0]
__________________________________________________________________________________________________
block2a_se_reduce (Conv2D) (None, 1, 1, 8) 1544 block2a_se_reshape[0][0]
__________________________________________________________________________________________________
block2a_se_expand (Conv2D) (None, 1, 1, 192) 1728 block2a_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w150_d192_1 (Lambda) (None, 150, 150, 192 0 block2a_se_expand[0][0]
__________________________________________________________________________________________________
block2a_se_excite (Multiply) (None, 150, 150, 192 0 block2a_activation[0][0]
broadcast_w150_d192_1[0][0]
__________________________________________________________________________________________________
block2a_project_conv (Conv2D) (None, 150, 150, 48) 9216 block2a_se_excite[0][0]
__________________________________________________________________________________________________
block2a_project_bn (BatchNormal (None, 150, 150, 48) 192 block2a_project_conv[0][0]
__________________________________________________________________________________________________
block2b_expand_conv (Conv2D) (None, 150, 150, 288 13824 block2a_project_bn[0][0]
__________________________________________________________________________________________________
block2b_expand_bn (BatchNormali (None, 150, 150, 288 1152 block2b_expand_conv[0][0]
__________________________________________________________________________________________________
block2b_expand_activation (Acti (None, 150, 150, 288 0 block2b_expand_bn[0][0]
__________________________________________________________________________________________________
block2b_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592 block2b_expand_activation[0][0]
__________________________________________________________________________________________________
block2b_bn (BatchNormalization) (None, 150, 150, 288 1152 block2b_dwconv[0][0]
__________________________________________________________________________________________________
block2b_activation (Activation) (None, 150, 150, 288 0 block2b_bn[0][0]
__________________________________________________________________________________________________
block2b_se_squeeze (GlobalAvera (None, 288) 0 block2b_activation[0][0]
__________________________________________________________________________________________________
block2b_se_reshape (Reshape) (None, 1, 1, 288) 0 block2b_se_squeeze[0][0]
__________________________________________________________________________________________________
block2b_se_reduce (Conv2D) (None, 1, 1, 12) 3468 block2b_se_reshape[0][0]
__________________________________________________________________________________________________
block2b_se_expand (Conv2D) (None, 1, 1, 288) 3744 block2b_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w150_d288_1 (Lambda) (None, 150, 150, 288 0 block2b_se_expand[0][0]
__________________________________________________________________________________________________
block2b_se_excite (Multiply) (None, 150, 150, 288 0 block2b_activation[0][0]
broadcast_w150_d288_1[0][0]
__________________________________________________________________________________________________
block2b_project_conv (Conv2D) (None, 150, 150, 48) 13824 block2b_se_excite[0][0]
__________________________________________________________________________________________________
block2b_project_bn (BatchNormal (None, 150, 150, 48) 192 block2b_project_conv[0][0]
__________________________________________________________________________________________________
block2b_drop_dropout (Dropout) (None, 150, 150, 48) 0 block2b_project_bn[0][0]
__________________________________________________________________________________________________
block2b_add (Add) (None, 150, 150, 48) 0 block2a_project_bn[0][0]
block2b_drop_dropout[0][0]
__________________________________________________________________________________________________
block2c_expand_conv (Conv2D) (None, 150, 150, 288 13824 block2b_add[0][0]
__________________________________________________________________________________________________
block2c_expand_bn (BatchNormali (None, 150, 150, 288 1152 block2c_expand_conv[0][0]
__________________________________________________________________________________________________
block2c_expand_activation (Acti (None, 150, 150, 288 0 block2c_expand_bn[0][0]
__________________________________________________________________________________________________
block2c_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592 block2c_expand_activation[0][0]
__________________________________________________________________________________________________
block2c_bn (BatchNormalization) (None, 150, 150, 288 1152 block2c_dwconv[0][0]
__________________________________________________________________________________________________
block2c_activation (Activation) (None, 150, 150, 288 0 block2c_bn[0][0]
__________________________________________________________________________________________________
block2c_se_squeeze (GlobalAvera (None, 288) 0 block2c_activation[0][0]
__________________________________________________________________________________________________
block2c_se_reshape (Reshape) (None, 1, 1, 288) 0 block2c_se_squeeze[0][0]
__________________________________________________________________________________________________
block2c_se_reduce (Conv2D) (None, 1, 1, 12) 3468 block2c_se_reshape[0][0]
__________________________________________________________________________________________________
block2c_se_expand (Conv2D) (None, 1, 1, 288) 3744 block2c_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w150_d288_2 (Lambda) (None, 150, 150, 288 0 block2c_se_expand[0][0]
__________________________________________________________________________________________________
block2c_se_excite (Multiply) (None, 150, 150, 288 0 block2c_activation[0][0]
broadcast_w150_d288_2[0][0]
__________________________________________________________________________________________________
block2c_project_conv (Conv2D) (None, 150, 150, 48) 13824 block2c_se_excite[0][0]
__________________________________________________________________________________________________
block2c_project_bn (BatchNormal (None, 150, 150, 48) 192 block2c_project_conv[0][0]
__________________________________________________________________________________________________
block2c_drop_dropout (Dropout) (None, 150, 150, 48) 0 block2c_project_bn[0][0]
__________________________________________________________________________________________________
block2c_add (Add) (None, 150, 150, 48) 0 block2b_add[0][0]
block2c_drop_dropout[0][0]
__________________________________________________________________________________________________
block2d_expand_conv (Conv2D) (None, 150, 150, 288 13824 block2c_add[0][0]
__________________________________________________________________________________________________
block2d_expand_bn (BatchNormali (None, 150, 150, 288 1152 block2d_expand_conv[0][0]
__________________________________________________________________________________________________
block2d_expand_activation (Acti (None, 150, 150, 288 0 block2d_expand_bn[0][0]
__________________________________________________________________________________________________
block2d_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592 block2d_expand_activation[0][0]
__________________________________________________________________________________________________
block2d_bn (BatchNormalization) (None, 150, 150, 288 1152 block2d_dwconv[0][0]
__________________________________________________________________________________________________
block2d_activation (Activation) (None, 150, 150, 288 0 block2d_bn[0][0]
__________________________________________________________________________________________________
block2d_se_squeeze (GlobalAvera (None, 288) 0 block2d_activation[0][0]
__________________________________________________________________________________________________
block2d_se_reshape (Reshape) (None, 1, 1, 288) 0 block2d_se_squeeze[0][0]
__________________________________________________________________________________________________
block2d_se_reduce (Conv2D) (None, 1, 1, 12) 3468 block2d_se_reshape[0][0]
__________________________________________________________________________________________________
block2d_se_expand (Conv2D) (None, 1, 1, 288) 3744 block2d_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w150_d288_3 (Lambda) (None, 150, 150, 288 0 block2d_se_expand[0][0]
__________________________________________________________________________________________________
block2d_se_excite (Multiply) (None, 150, 150, 288 0 block2d_activation[0][0]
broadcast_w150_d288_3[0][0]
__________________________________________________________________________________________________
block2d_project_conv (Conv2D) (None, 150, 150, 48) 13824 block2d_se_excite[0][0]
__________________________________________________________________________________________________
block2d_project_bn (BatchNormal (None, 150, 150, 48) 192 block2d_project_conv[0][0]
__________________________________________________________________________________________________
block2d_drop_dropout (Dropout) (None, 150, 150, 48) 0 block2d_project_bn[0][0]
__________________________________________________________________________________________________
block2d_add (Add) (None, 150, 150, 48) 0 block2c_add[0][0]
block2d_drop_dropout[0][0]
__________________________________________________________________________________________________
block2e_expand_conv (Conv2D) (None, 150, 150, 288 13824 block2d_add[0][0]
__________________________________________________________________________________________________
block2e_expand_bn (BatchNormali (None, 150, 150, 288 1152 block2e_expand_conv[0][0]
__________________________________________________________________________________________________
block2e_expand_activation (Acti (None, 150, 150, 288 0 block2e_expand_bn[0][0]
__________________________________________________________________________________________________
block2e_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592 block2e_expand_activation[0][0]
__________________________________________________________________________________________________
block2e_bn (BatchNormalization) (None, 150, 150, 288 1152 block2e_dwconv[0][0]
__________________________________________________________________________________________________
block2e_activation (Activation) (None, 150, 150, 288 0 block2e_bn[0][0]
__________________________________________________________________________________________________
block2e_se_squeeze (GlobalAvera (None, 288) 0 block2e_activation[0][0]
__________________________________________________________________________________________________
block2e_se_reshape (Reshape) (None, 1, 1, 288) 0 block2e_se_squeeze[0][0]
__________________________________________________________________________________________________
block2e_se_reduce (Conv2D) (None, 1, 1, 12) 3468 block2e_se_reshape[0][0]
__________________________________________________________________________________________________
block2e_se_expand (Conv2D) (None, 1, 1, 288) 3744 block2e_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w150_d288_4 (Lambda) (None, 150, 150, 288 0 block2e_se_expand[0][0]
__________________________________________________________________________________________________
block2e_se_excite (Multiply) (None, 150, 150, 288 0 block2e_activation[0][0]
broadcast_w150_d288_4[0][0]
__________________________________________________________________________________________________
block2e_project_conv (Conv2D) (None, 150, 150, 48) 13824 block2e_se_excite[0][0]
__________________________________________________________________________________________________
block2e_project_bn (BatchNormal (None, 150, 150, 48) 192 block2e_project_conv[0][0]
__________________________________________________________________________________________________
block2e_drop_dropout (Dropout) (None, 150, 150, 48) 0 block2e_project_bn[0][0]
__________________________________________________________________________________________________
block2e_add (Add) (None, 150, 150, 48) 0 block2d_add[0][0]
block2e_drop_dropout[0][0]
__________________________________________________________________________________________________
block2f_expand_conv (Conv2D) (None, 150, 150, 288 13824 block2e_add[0][0]
__________________________________________________________________________________________________
block2f_expand_bn (BatchNormali (None, 150, 150, 288 1152 block2f_expand_conv[0][0]
__________________________________________________________________________________________________
block2f_expand_activation (Acti (None, 150, 150, 288 0 block2f_expand_bn[0][0]
__________________________________________________________________________________________________
block2f_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592 block2f_expand_activation[0][0]
__________________________________________________________________________________________________
block2f_bn (BatchNormalization) (None, 150, 150, 288 1152 block2f_dwconv[0][0]
__________________________________________________________________________________________________
block2f_activation (Activation) (None, 150, 150, 288 0 block2f_bn[0][0]
__________________________________________________________________________________________________
block2f_se_squeeze (GlobalAvera (None, 288) 0 block2f_activation[0][0]
__________________________________________________________________________________________________
block2f_se_reshape (Reshape) (None, 1, 1, 288) 0 block2f_se_squeeze[0][0]
__________________________________________________________________________________________________
block2f_se_reduce (Conv2D) (None, 1, 1, 12) 3468 block2f_se_reshape[0][0]
__________________________________________________________________________________________________
block2f_se_expand (Conv2D) (None, 1, 1, 288) 3744 block2f_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w150_d288_5 (Lambda) (None, 150, 150, 288 0 block2f_se_expand[0][0]
__________________________________________________________________________________________________
block2f_se_excite (Multiply) (None, 150, 150, 288 0 block2f_activation[0][0]
broadcast_w150_d288_5[0][0]
__________________________________________________________________________________________________
block2f_project_conv (Conv2D) (None, 150, 150, 48) 13824 block2f_se_excite[0][0]
__________________________________________________________________________________________________
block2f_project_bn (BatchNormal (None, 150, 150, 48) 192 block2f_project_conv[0][0]
__________________________________________________________________________________________________
block2f_drop_dropout (Dropout) (None, 150, 150, 48) 0 block2f_project_bn[0][0]
__________________________________________________________________________________________________
block2f_add (Add) (None, 150, 150, 48) 0 block2e_add[0][0]
block2f_drop_dropout[0][0]
__________________________________________________________________________________________________
block2g_expand_conv (Conv2D) (None, 150, 150, 288 13824 block2f_add[0][0]
__________________________________________________________________________________________________
block2g_expand_bn (BatchNormali (None, 150, 150, 288 1152 block2g_expand_conv[0][0]
__________________________________________________________________________________________________
block2g_expand_activation (Acti (None, 150, 150, 288 0 block2g_expand_bn[0][0]
__________________________________________________________________________________________________
block2g_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592 block2g_expand_activation[0][0]
__________________________________________________________________________________________________
block2g_bn (BatchNormalization) (None, 150, 150, 288 1152 block2g_dwconv[0][0]
__________________________________________________________________________________________________
block2g_activation (Activation) (None, 150, 150, 288 0 block2g_bn[0][0]
__________________________________________________________________________________________________
block2g_se_squeeze (GlobalAvera (None, 288) 0 block2g_activation[0][0]
__________________________________________________________________________________________________
block2g_se_reshape (Reshape) (None, 1, 1, 288) 0 block2g_se_squeeze[0][0]
__________________________________________________________________________________________________
block2g_se_reduce (Conv2D) (None, 1, 1, 12) 3468 block2g_se_reshape[0][0]
__________________________________________________________________________________________________
block2g_se_expand (Conv2D) (None, 1, 1, 288) 3744 block2g_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w150_d288_6 (Lambda) (None, 150, 150, 288 0 block2g_se_expand[0][0]
__________________________________________________________________________________________________
block2g_se_excite (Multiply) (None, 150, 150, 288 0 block2g_activation[0][0]
broadcast_w150_d288_6[0][0]
__________________________________________________________________________________________________
block2g_project_conv (Conv2D) (None, 150, 150, 48) 13824 block2g_se_excite[0][0]
__________________________________________________________________________________________________
block2g_project_bn (BatchNormal (None, 150, 150, 48) 192 block2g_project_conv[0][0]
__________________________________________________________________________________________________
block2g_drop_dropout (Dropout) (None, 150, 150, 48) 0 block2g_project_bn[0][0]
__________________________________________________________________________________________________
block2g_add (Add) (None, 150, 150, 48) 0 block2f_add[0][0]
block2g_drop_dropout[0][0]
__________________________________________________________________________________________________
block3a_expand_conv (Conv2D) (None, 150, 150, 288 13824 block2g_add[0][0]
__________________________________________________________________________________________________
block3a_expand_bn (BatchNormali (None, 150, 150, 288 1152 block3a_expand_conv[0][0]
__________________________________________________________________________________________________
block3a_expand_activation (Acti (None, 150, 150, 288 0 block3a_expand_bn[0][0]
__________________________________________________________________________________________________
block3a_dwconv (DepthwiseConv2D (None, 75, 75, 288) 7200 block3a_expand_activation[0][0]
__________________________________________________________________________________________________
block3a_bn (BatchNormalization) (None, 75, 75, 288) 1152 block3a_dwconv[0][0]
__________________________________________________________________________________________________
block3a_activation (Activation) (None, 75, 75, 288) 0 block3a_bn[0][0]
__________________________________________________________________________________________________
block3a_se_squeeze (GlobalAvera (None, 288) 0 block3a_activation[0][0]
__________________________________________________________________________________________________
block3a_se_reshape (Reshape) (None, 1, 1, 288) 0 block3a_se_squeeze[0][0]
__________________________________________________________________________________________________
block3a_se_reduce (Conv2D) (None, 1, 1, 12) 3468 block3a_se_reshape[0][0]
__________________________________________________________________________________________________
block3a_se_expand (Conv2D) (None, 1, 1, 288) 3744 block3a_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w75_d288_1 (Lambda) (None, 75, 75, 288) 0 block3a_se_expand[0][0]
__________________________________________________________________________________________________
block3a_se_excite (Multiply) (None, 75, 75, 288) 0 block3a_activation[0][0]
broadcast_w75_d288_1[0][0]
__________________________________________________________________________________________________
block3a_project_conv (Conv2D) (None, 75, 75, 80) 23040 block3a_se_excite[0][0]
__________________________________________________________________________________________________
block3a_project_bn (BatchNormal (None, 75, 75, 80) 320 block3a_project_conv[0][0]
__________________________________________________________________________________________________
block3b_expand_conv (Conv2D) (None, 75, 75, 480) 38400 block3a_project_bn[0][0]
__________________________________________________________________________________________________
block3b_expand_bn (BatchNormali (None, 75, 75, 480) 1920 block3b_expand_conv[0][0]
__________________________________________________________________________________________________
block3b_expand_activation (Acti (None, 75, 75, 480) 0 block3b_expand_bn[0][0]
__________________________________________________________________________________________________
block3b_dwconv (DepthwiseConv2D (None, 75, 75, 480) 12000 block3b_expand_activation[0][0]
__________________________________________________________________________________________________
block3b_bn (BatchNormalization) (None, 75, 75, 480) 1920 block3b_dwconv[0][0]
__________________________________________________________________________________________________
block3b_activation (Activation) (None, 75, 75, 480) 0 block3b_bn[0][0]
__________________________________________________________________________________________________
block3b_se_squeeze (GlobalAvera (None, 480) 0 block3b_activation[0][0]
__________________________________________________________________________________________________
block3b_se_reshape (Reshape) (None, 1, 1, 480) 0 block3b_se_squeeze[0][0]
__________________________________________________________________________________________________
block3b_se_reduce (Conv2D) (None, 1, 1, 20) 9620 block3b_se_reshape[0][0]
__________________________________________________________________________________________________
block3b_se_expand (Conv2D) (None, 1, 1, 480) 10080 block3b_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w75_d480_1 (Lambda) (None, 75, 75, 480) 0 block3b_se_expand[0][0]
__________________________________________________________________________________________________
block3b_se_excite (Multiply) (None, 75, 75, 480) 0 block3b_activation[0][0]
broadcast_w75_d480_1[0][0]
__________________________________________________________________________________________________
block3b_project_conv (Conv2D) (None, 75, 75, 80) 38400 block3b_se_excite[0][0]
__________________________________________________________________________________________________
block3b_project_bn (BatchNormal (None, 75, 75, 80) 320 block3b_project_conv[0][0]
__________________________________________________________________________________________________
block3b_drop_dropout (Dropout) (None, 75, 75, 80) 0 block3b_project_bn[0][0]
__________________________________________________________________________________________________
block3b_add (Add) (None, 75, 75, 80) 0 block3a_project_bn[0][0]
block3b_drop_dropout[0][0]
__________________________________________________________________________________________________
block3c_expand_conv (Conv2D) (None, 75, 75, 480) 38400 block3b_add[0][0]
__________________________________________________________________________________________________
block3c_expand_bn (BatchNormali (None, 75, 75, 480) 1920 block3c_expand_conv[0][0]
__________________________________________________________________________________________________
block3c_expand_activation (Acti (None, 75, 75, 480) 0 block3c_expand_bn[0][0]
__________________________________________________________________________________________________
block3c_dwconv (DepthwiseConv2D (None, 75, 75, 480) 12000 block3c_expand_activation[0][0]
__________________________________________________________________________________________________
block3c_bn (BatchNormalization) (None, 75, 75, 480) 1920 block3c_dwconv[0][0]
__________________________________________________________________________________________________
block3c_activation (Activation) (None, 75, 75, 480) 0 block3c_bn[0][0]
__________________________________________________________________________________________________
block3c_se_squeeze (GlobalAvera (None, 480) 0 block3c_activation[0][0]
__________________________________________________________________________________________________
block3c_se_reshape (Reshape) (None, 1, 1, 480) 0 block3c_se_squeeze[0][0]
__________________________________________________________________________________________________
block3c_se_reduce (Conv2D) (None, 1, 1, 20) 9620 block3c_se_reshape[0][0]
__________________________________________________________________________________________________
block3c_se_expand (Conv2D) (None, 1, 1, 480) 10080 block3c_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w75_d480_2 (Lambda) (None, 75, 75, 480) 0 block3c_se_expand[0][0]
__________________________________________________________________________________________________
block3c_se_excite (Multiply) (None, 75, 75, 480) 0 block3c_activation[0][0]
broadcast_w75_d480_2[0][0]
__________________________________________________________________________________________________
block3c_project_conv (Conv2D) (None, 75, 75, 80) 38400 block3c_se_excite[0][0]
__________________________________________________________________________________________________
block3c_project_bn (BatchNormal (None, 75, 75, 80) 320 block3c_project_conv[0][0]
__________________________________________________________________________________________________
block3c_drop_dropout (Dropout) (None, 75, 75, 80) 0 block3c_project_bn[0][0]
__________________________________________________________________________________________________
block3c_add (Add) (None, 75, 75, 80) 0 block3b_add[0][0]
block3c_drop_dropout[0][0]
__________________________________________________________________________________________________
block3d_expand_conv (Conv2D) (None, 75, 75, 480) 38400 block3c_add[0][0]
__________________________________________________________________________________________________
block3d_expand_bn (BatchNormali (None, 75, 75, 480) 1920 block3d_expand_conv[0][0]
__________________________________________________________________________________________________
block3d_expand_activation (Acti (None, 75, 75, 480) 0 block3d_expand_bn[0][0]
__________________________________________________________________________________________________
block3d_dwconv (DepthwiseConv2D (None, 75, 75, 480) 12000 block3d_expand_activation[0][0]
__________________________________________________________________________________________________
block3d_bn (BatchNormalization) (None, 75, 75, 480) 1920 block3d_dwconv[0][0]
__________________________________________________________________________________________________
block3d_activation (Activation) (None, 75, 75, 480) 0 block3d_bn[0][0]
__________________________________________________________________________________________________
block3d_se_squeeze (GlobalAvera (None, 480) 0 block3d_activation[0][0]
__________________________________________________________________________________________________
block3d_se_reshape (Reshape) (None, 1, 1, 480) 0 block3d_se_squeeze[0][0]
__________________________________________________________________________________________________
block3d_se_reduce (Conv2D) (None, 1, 1, 20) 9620 block3d_se_reshape[0][0]
__________________________________________________________________________________________________
block3d_se_expand (Conv2D) (None, 1, 1, 480) 10080 block3d_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w75_d480_3 (Lambda) (None, 75, 75, 480) 0 block3d_se_expand[0][0]
__________________________________________________________________________________________________
block3d_se_excite (Multiply) (None, 75, 75, 480) 0 block3d_activation[0][0]
broadcast_w75_d480_3[0][0]
__________________________________________________________________________________________________
block3d_project_conv (Conv2D) (None, 75, 75, 80) 38400 block3d_se_excite[0][0]
__________________________________________________________________________________________________
block3d_project_bn (BatchNormal (None, 75, 75, 80) 320 block3d_project_conv[0][0]
__________________________________________________________________________________________________
block3d_drop_dropout (Dropout) (None, 75, 75, 80) 0 block3d_project_bn[0][0]
__________________________________________________________________________________________________
block3d_add (Add) (None, 75, 75, 80) 0 block3c_add[0][0]
block3d_drop_dropout[0][0]
__________________________________________________________________________________________________
block3e_expand_conv (Conv2D) (None, 75, 75, 480) 38400 block3d_add[0][0]
__________________________________________________________________________________________________
block3e_expand_bn (BatchNormali (None, 75, 75, 480) 1920 block3e_expand_conv[0][0]
__________________________________________________________________________________________________
block3e_expand_activation (Acti (None, 75, 75, 480) 0 block3e_expand_bn[0][0]
__________________________________________________________________________________________________
block3e_dwconv (DepthwiseConv2D (None, 75, 75, 480) 12000 block3e_expand_activation[0][0]
__________________________________________________________________________________________________
block3e_bn (BatchNormalization) (None, 75, 75, 480) 1920 block3e_dwconv[0][0]
__________________________________________________________________________________________________
block3e_activation (Activation) (None, 75, 75, 480) 0 block3e_bn[0][0]
__________________________________________________________________________________________________
block3e_se_squeeze (GlobalAvera (None, 480) 0 block3e_activation[0][0]
__________________________________________________________________________________________________
block3e_se_reshape (Reshape) (None, 1, 1, 480) 0 block3e_se_squeeze[0][0]
__________________________________________________________________________________________________
block3e_se_reduce (Conv2D) (None, 1, 1, 20) 9620 block3e_se_reshape[0][0]
__________________________________________________________________________________________________
block3e_se_expand (Conv2D) (None, 1, 1, 480) 10080 block3e_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w75_d480_4 (Lambda) (None, 75, 75, 480) 0 block3e_se_expand[0][0]
__________________________________________________________________________________________________
block3e_se_excite (Multiply) (None, 75, 75, 480) 0 block3e_activation[0][0]
broadcast_w75_d480_4[0][0]
__________________________________________________________________________________________________
block3e_project_conv (Conv2D) (None, 75, 75, 80) 38400 block3e_se_excite[0][0]
__________________________________________________________________________________________________
block3e_project_bn (BatchNormal (None, 75, 75, 80) 320 block3e_project_conv[0][0]
__________________________________________________________________________________________________
block3e_drop_dropout (Dropout) (None, 75, 75, 80) 0 block3e_project_bn[0][0]
__________________________________________________________________________________________________
block3e_add (Add) (None, 75, 75, 80) 0 block3d_add[0][0]
block3e_drop_dropout[0][0]
__________________________________________________________________________________________________
block3f_expand_conv (Conv2D) (None, 75, 75, 480) 38400 block3e_add[0][0]
__________________________________________________________________________________________________
block3f_expand_bn (BatchNormali (None, 75, 75, 480) 1920 block3f_expand_conv[0][0]
__________________________________________________________________________________________________
block3f_expand_activation (Acti (None, 75, 75, 480) 0 block3f_expand_bn[0][0]
__________________________________________________________________________________________________
block3f_dwconv (DepthwiseConv2D (None, 75, 75, 480) 12000 block3f_expand_activation[0][0]
__________________________________________________________________________________________________
block3f_bn (BatchNormalization) (None, 75, 75, 480) 1920 block3f_dwconv[0][0]
__________________________________________________________________________________________________
block3f_activation (Activation) (None, 75, 75, 480) 0 block3f_bn[0][0]
__________________________________________________________________________________________________
block3f_se_squeeze (GlobalAvera (None, 480) 0 block3f_activation[0][0]
__________________________________________________________________________________________________
block3f_se_reshape (Reshape) (None, 1, 1, 480) 0 block3f_se_squeeze[0][0]
__________________________________________________________________________________________________
block3f_se_reduce (Conv2D) (None, 1, 1, 20) 9620 block3f_se_reshape[0][0]
__________________________________________________________________________________________________
block3f_se_expand (Conv2D) (None, 1, 1, 480) 10080 block3f_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w75_d480_5 (Lambda) (None, 75, 75, 480) 0 block3f_se_expand[0][0]
__________________________________________________________________________________________________
block3f_se_excite (Multiply) (None, 75, 75, 480) 0 block3f_activation[0][0]
broadcast_w75_d480_5[0][0]
__________________________________________________________________________________________________
block3f_project_conv (Conv2D) (None, 75, 75, 80) 38400 block3f_se_excite[0][0]
__________________________________________________________________________________________________
block3f_project_bn (BatchNormal (None, 75, 75, 80) 320 block3f_project_conv[0][0]
__________________________________________________________________________________________________
block3f_drop_dropout (Dropout) (None, 75, 75, 80) 0 block3f_project_bn[0][0]
__________________________________________________________________________________________________
block3f_add (Add) (None, 75, 75, 80) 0 block3e_add[0][0]
block3f_drop_dropout[0][0]
__________________________________________________________________________________________________
block3g_expand_conv (Conv2D) (None, 75, 75, 480) 38400 block3f_add[0][0]
__________________________________________________________________________________________________
block3g_expand_bn (BatchNormali (None, 75, 75, 480) 1920 block3g_expand_conv[0][0]
__________________________________________________________________________________________________
block3g_expand_activation (Acti (None, 75, 75, 480) 0 block3g_expand_bn[0][0]
__________________________________________________________________________________________________
block3g_dwconv (DepthwiseConv2D (None, 75, 75, 480) 12000 block3g_expand_activation[0][0]
__________________________________________________________________________________________________
block3g_bn (BatchNormalization) (None, 75, 75, 480) 1920 block3g_dwconv[0][0]
__________________________________________________________________________________________________
block3g_activation (Activation) (None, 75, 75, 480) 0 block3g_bn[0][0]
__________________________________________________________________________________________________
block3g_se_squeeze (GlobalAvera (None, 480) 0 block3g_activation[0][0]
__________________________________________________________________________________________________
block3g_se_reshape (Reshape) (None, 1, 1, 480) 0 block3g_se_squeeze[0][0]
__________________________________________________________________________________________________
block3g_se_reduce (Conv2D) (None, 1, 1, 20) 9620 block3g_se_reshape[0][0]
__________________________________________________________________________________________________
block3g_se_expand (Conv2D) (None, 1, 1, 480) 10080 block3g_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w75_d480_6 (Lambda) (None, 75, 75, 480) 0 block3g_se_expand[0][0]
__________________________________________________________________________________________________
block3g_se_excite (Multiply) (None, 75, 75, 480) 0 block3g_activation[0][0]
broadcast_w75_d480_6[0][0]
__________________________________________________________________________________________________
block3g_project_conv (Conv2D) (None, 75, 75, 80) 38400 block3g_se_excite[0][0]
__________________________________________________________________________________________________
block3g_project_bn (BatchNormal (None, 75, 75, 80) 320 block3g_project_conv[0][0]
__________________________________________________________________________________________________
block3g_drop_dropout (Dropout) (None, 75, 75, 80) 0 block3g_project_bn[0][0]
__________________________________________________________________________________________________
block3g_add (Add) (None, 75, 75, 80) 0 block3f_add[0][0]
block3g_drop_dropout[0][0]
__________________________________________________________________________________________________
block4a_expand_conv (Conv2D) (None, 75, 75, 480) 38400 block3g_add[0][0]
__________________________________________________________________________________________________
block4a_expand_bn (BatchNormali (None, 75, 75, 480) 1920 block4a_expand_conv[0][0]
__________________________________________________________________________________________________
block4a_expand_activation (Acti (None, 75, 75, 480) 0 block4a_expand_bn[0][0]
__________________________________________________________________________________________________
block4a_dwconv (DepthwiseConv2D (None, 38, 38, 480) 4320 block4a_expand_activation[0][0]
__________________________________________________________________________________________________
block4a_bn (BatchNormalization) (None, 38, 38, 480) 1920 block4a_dwconv[0][0]
__________________________________________________________________________________________________
block4a_activation (Activation) (None, 38, 38, 480) 0 block4a_bn[0][0]
__________________________________________________________________________________________________
block4a_se_squeeze (GlobalAvera (None, 480) 0 block4a_activation[0][0]
__________________________________________________________________________________________________
block4a_se_reshape (Reshape) (None, 1, 1, 480) 0 block4a_se_squeeze[0][0]
__________________________________________________________________________________________________
block4a_se_reduce (Conv2D) (None, 1, 1, 20) 9620 block4a_se_reshape[0][0]
__________________________________________________________________________________________________
block4a_se_expand (Conv2D) (None, 1, 1, 480) 10080 block4a_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d480_1 (Lambda) (None, 38, 38, 480) 0 block4a_se_expand[0][0]
__________________________________________________________________________________________________
block4a_se_excite (Multiply) (None, 38, 38, 480) 0 block4a_activation[0][0]
broadcast_w38_d480_1[0][0]
__________________________________________________________________________________________________
block4a_project_conv (Conv2D) (None, 38, 38, 160) 76800 block4a_se_excite[0][0]
__________________________________________________________________________________________________
block4a_project_bn (BatchNormal (None, 38, 38, 160) 640 block4a_project_conv[0][0]
__________________________________________________________________________________________________
block4b_expand_conv (Conv2D) (None, 38, 38, 960) 153600 block4a_project_bn[0][0]
__________________________________________________________________________________________________
block4b_expand_bn (BatchNormali (None, 38, 38, 960) 3840 block4b_expand_conv[0][0]
__________________________________________________________________________________________________
block4b_expand_activation (Acti (None, 38, 38, 960) 0 block4b_expand_bn[0][0]
__________________________________________________________________________________________________
block4b_dwconv (DepthwiseConv2D (None, 38, 38, 960) 8640 block4b_expand_activation[0][0]
__________________________________________________________________________________________________
block4b_bn (BatchNormalization) (None, 38, 38, 960) 3840 block4b_dwconv[0][0]
__________________________________________________________________________________________________
block4b_activation (Activation) (None, 38, 38, 960) 0 block4b_bn[0][0]
__________________________________________________________________________________________________
block4b_se_squeeze (GlobalAvera (None, 960) 0 block4b_activation[0][0]
__________________________________________________________________________________________________
block4b_se_reshape (Reshape) (None, 1, 1, 960) 0 block4b_se_squeeze[0][0]
__________________________________________________________________________________________________
block4b_se_reduce (Conv2D) (None, 1, 1, 40) 38440 block4b_se_reshape[0][0]
__________________________________________________________________________________________________
block4b_se_expand (Conv2D) (None, 1, 1, 960) 39360 block4b_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d960_1 (Lambda) (None, 38, 38, 960) 0 block4b_se_expand[0][0]
__________________________________________________________________________________________________
block4b_se_excite (Multiply) (None, 38, 38, 960) 0 block4b_activation[0][0]
broadcast_w38_d960_1[0][0]
__________________________________________________________________________________________________
block4b_project_conv (Conv2D) (None, 38, 38, 160) 153600 block4b_se_excite[0][0]
__________________________________________________________________________________________________
block4b_project_bn (BatchNormal (None, 38, 38, 160) 640 block4b_project_conv[0][0]
__________________________________________________________________________________________________
block4b_drop_dropout (Dropout) (None, 38, 38, 160) 0 block4b_project_bn[0][0]
__________________________________________________________________________________________________
block4b_add (Add) (None, 38, 38, 160) 0 block4a_project_bn[0][0]
block4b_drop_dropout[0][0]
__________________________________________________________________________________________________
block4c_expand_conv (Conv2D) (None, 38, 38, 960) 153600 block4b_add[0][0]
__________________________________________________________________________________________________
block4c_expand_bn (BatchNormali (None, 38, 38, 960) 3840 block4c_expand_conv[0][0]
__________________________________________________________________________________________________
block4c_expand_activation (Acti (None, 38, 38, 960) 0 block4c_expand_bn[0][0]
__________________________________________________________________________________________________
block4c_dwconv (DepthwiseConv2D (None, 38, 38, 960) 8640 block4c_expand_activation[0][0]
__________________________________________________________________________________________________
block4c_bn (BatchNormalization) (None, 38, 38, 960) 3840 block4c_dwconv[0][0]
__________________________________________________________________________________________________
block4c_activation (Activation) (None, 38, 38, 960) 0 block4c_bn[0][0]
__________________________________________________________________________________________________
block4c_se_squeeze (GlobalAvera (None, 960) 0 block4c_activation[0][0]
__________________________________________________________________________________________________
block4c_se_reshape (Reshape) (None, 1, 1, 960) 0 block4c_se_squeeze[0][0]
__________________________________________________________________________________________________
block4c_se_reduce (Conv2D) (None, 1, 1, 40) 38440 block4c_se_reshape[0][0]
__________________________________________________________________________________________________
block4c_se_expand (Conv2D) (None, 1, 1, 960) 39360 block4c_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d960_2 (Lambda) (None, 38, 38, 960) 0 block4c_se_expand[0][0]
__________________________________________________________________________________________________
block4c_se_excite (Multiply) (None, 38, 38, 960) 0 block4c_activation[0][0]
broadcast_w38_d960_2[0][0]
__________________________________________________________________________________________________
block4c_project_conv (Conv2D) (None, 38, 38, 160) 153600 block4c_se_excite[0][0]
__________________________________________________________________________________________________
block4c_project_bn (BatchNormal (None, 38, 38, 160) 640 block4c_project_conv[0][0]
__________________________________________________________________________________________________
block4c_drop_dropout (Dropout) (None, 38, 38, 160) 0 block4c_project_bn[0][0]
__________________________________________________________________________________________________
block4c_add (Add) (None, 38, 38, 160) 0 block4b_add[0][0]
block4c_drop_dropout[0][0]
__________________________________________________________________________________________________
block4d_expand_conv (Conv2D) (None, 38, 38, 960) 153600 block4c_add[0][0]
__________________________________________________________________________________________________
block4d_expand_bn (BatchNormali (None, 38, 38, 960) 3840 block4d_expand_conv[0][0]
__________________________________________________________________________________________________
block4d_expand_activation (Acti (None, 38, 38, 960) 0 block4d_expand_bn[0][0]
__________________________________________________________________________________________________
block4d_dwconv (DepthwiseConv2D (None, 38, 38, 960) 8640 block4d_expand_activation[0][0]
__________________________________________________________________________________________________
block4d_bn (BatchNormalization) (None, 38, 38, 960) 3840 block4d_dwconv[0][0]
__________________________________________________________________________________________________
block4d_activation (Activation) (None, 38, 38, 960) 0 block4d_bn[0][0]
__________________________________________________________________________________________________
block4d_se_squeeze (GlobalAvera (None, 960) 0 block4d_activation[0][0]
__________________________________________________________________________________________________
block4d_se_reshape (Reshape) (None, 1, 1, 960) 0 block4d_se_squeeze[0][0]
__________________________________________________________________________________________________
block4d_se_reduce (Conv2D) (None, 1, 1, 40) 38440 block4d_se_reshape[0][0]
__________________________________________________________________________________________________
block4d_se_expand (Conv2D) (None, 1, 1, 960) 39360 block4d_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d960_3 (Lambda) (None, 38, 38, 960) 0 block4d_se_expand[0][0]
__________________________________________________________________________________________________
block4d_se_excite (Multiply) (None, 38, 38, 960) 0 block4d_activation[0][0]
broadcast_w38_d960_3[0][0]
__________________________________________________________________________________________________
block4d_project_conv (Conv2D) (None, 38, 38, 160) 153600 block4d_se_excite[0][0]
__________________________________________________________________________________________________
block4d_project_bn (BatchNormal (None, 38, 38, 160) 640 block4d_project_conv[0][0]
__________________________________________________________________________________________________
block4d_drop_dropout (Dropout) (None, 38, 38, 160) 0 block4d_project_bn[0][0]
__________________________________________________________________________________________________
block4d_add (Add) (None, 38, 38, 160) 0 block4c_add[0][0]
block4d_drop_dropout[0][0]
__________________________________________________________________________________________________
block4e_expand_conv (Conv2D) (None, 38, 38, 960) 153600 block4d_add[0][0]
__________________________________________________________________________________________________
block4e_expand_bn (BatchNormali (None, 38, 38, 960) 3840 block4e_expand_conv[0][0]
__________________________________________________________________________________________________
block4e_expand_activation (Acti (None, 38, 38, 960) 0 block4e_expand_bn[0][0]
__________________________________________________________________________________________________
block4e_dwconv (DepthwiseConv2D (None, 38, 38, 960) 8640 block4e_expand_activation[0][0]
__________________________________________________________________________________________________
block4e_bn (BatchNormalization) (None, 38, 38, 960) 3840 block4e_dwconv[0][0]
__________________________________________________________________________________________________
block4e_activation (Activation) (None, 38, 38, 960) 0 block4e_bn[0][0]
__________________________________________________________________________________________________
block4e_se_squeeze (GlobalAvera (None, 960) 0 block4e_activation[0][0]
__________________________________________________________________________________________________
block4e_se_reshape (Reshape) (None, 1, 1, 960) 0 block4e_se_squeeze[0][0]
__________________________________________________________________________________________________
block4e_se_reduce (Conv2D) (None, 1, 1, 40) 38440 block4e_se_reshape[0][0]
__________________________________________________________________________________________________
block4e_se_expand (Conv2D) (None, 1, 1, 960) 39360 block4e_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d960_4 (Lambda) (None, 38, 38, 960) 0 block4e_se_expand[0][0]
__________________________________________________________________________________________________
block4e_se_excite (Multiply) (None, 38, 38, 960) 0 block4e_activation[0][0]
broadcast_w38_d960_4[0][0]
__________________________________________________________________________________________________
block4e_project_conv (Conv2D) (None, 38, 38, 160) 153600 block4e_se_excite[0][0]
__________________________________________________________________________________________________
block4e_project_bn (BatchNormal (None, 38, 38, 160) 640 block4e_project_conv[0][0]
__________________________________________________________________________________________________
block4e_drop_dropout (Dropout) (None, 38, 38, 160) 0 block4e_project_bn[0][0]
__________________________________________________________________________________________________
block4e_add (Add) (None, 38, 38, 160) 0 block4d_add[0][0]
block4e_drop_dropout[0][0]
__________________________________________________________________________________________________
block4f_expand_conv (Conv2D) (None, 38, 38, 960) 153600 block4e_add[0][0]
__________________________________________________________________________________________________
block4f_expand_bn (BatchNormali (None, 38, 38, 960) 3840 block4f_expand_conv[0][0]
__________________________________________________________________________________________________
block4f_expand_activation (Acti (None, 38, 38, 960) 0 block4f_expand_bn[0][0]
__________________________________________________________________________________________________
block4f_dwconv (DepthwiseConv2D (None, 38, 38, 960) 8640 block4f_expand_activation[0][0]
__________________________________________________________________________________________________
block4f_bn (BatchNormalization) (None, 38, 38, 960) 3840 block4f_dwconv[0][0]
__________________________________________________________________________________________________
block4f_activation (Activation) (None, 38, 38, 960) 0 block4f_bn[0][0]
__________________________________________________________________________________________________
block4f_se_squeeze (GlobalAvera (None, 960) 0 block4f_activation[0][0]
__________________________________________________________________________________________________
block4f_se_reshape (Reshape) (None, 1, 1, 960) 0 block4f_se_squeeze[0][0]
__________________________________________________________________________________________________
block4f_se_reduce (Conv2D) (None, 1, 1, 40) 38440 block4f_se_reshape[0][0]
__________________________________________________________________________________________________
block4f_se_expand (Conv2D) (None, 1, 1, 960) 39360 block4f_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d960_5 (Lambda) (None, 38, 38, 960) 0 block4f_se_expand[0][0]
__________________________________________________________________________________________________
block4f_se_excite (Multiply) (None, 38, 38, 960) 0 block4f_activation[0][0]
broadcast_w38_d960_5[0][0]
__________________________________________________________________________________________________
block4f_project_conv (Conv2D) (None, 38, 38, 160) 153600 block4f_se_excite[0][0]
__________________________________________________________________________________________________
block4f_project_bn (BatchNormal (None, 38, 38, 160) 640 block4f_project_conv[0][0]
__________________________________________________________________________________________________
block4f_drop_dropout (Dropout) (None, 38, 38, 160) 0 block4f_project_bn[0][0]
__________________________________________________________________________________________________
block4f_add (Add) (None, 38, 38, 160) 0 block4e_add[0][0]
block4f_drop_dropout[0][0]
__________________________________________________________________________________________________
block4g_expand_conv (Conv2D) (None, 38, 38, 960) 153600 block4f_add[0][0]
__________________________________________________________________________________________________
block4g_expand_bn (BatchNormali (None, 38, 38, 960) 3840 block4g_expand_conv[0][0]
__________________________________________________________________________________________________
block4g_expand_activation (Acti (None, 38, 38, 960) 0 block4g_expand_bn[0][0]
__________________________________________________________________________________________________
block4g_dwconv (DepthwiseConv2D (None, 38, 38, 960) 8640 block4g_expand_activation[0][0]
__________________________________________________________________________________________________
block4g_bn (BatchNormalization) (None, 38, 38, 960) 3840 block4g_dwconv[0][0]
__________________________________________________________________________________________________
block4g_activation (Activation) (None, 38, 38, 960) 0 block4g_bn[0][0]
__________________________________________________________________________________________________
block4g_se_squeeze (GlobalAvera (None, 960) 0 block4g_activation[0][0]
__________________________________________________________________________________________________
block4g_se_reshape (Reshape) (None, 1, 1, 960) 0 block4g_se_squeeze[0][0]
__________________________________________________________________________________________________
block4g_se_reduce (Conv2D) (None, 1, 1, 40) 38440 block4g_se_reshape[0][0]
__________________________________________________________________________________________________
block4g_se_expand (Conv2D) (None, 1, 1, 960) 39360 block4g_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d960_6 (Lambda) (None, 38, 38, 960) 0 block4g_se_expand[0][0]
__________________________________________________________________________________________________
block4g_se_excite (Multiply) (None, 38, 38, 960) 0 block4g_activation[0][0]
broadcast_w38_d960_6[0][0]
__________________________________________________________________________________________________
block4g_project_conv (Conv2D) (None, 38, 38, 160) 153600 block4g_se_excite[0][0]
__________________________________________________________________________________________________
block4g_project_bn (BatchNormal (None, 38, 38, 160) 640 block4g_project_conv[0][0]
__________________________________________________________________________________________________
block4g_drop_dropout (Dropout) (None, 38, 38, 160) 0 block4g_project_bn[0][0]
__________________________________________________________________________________________________
block4g_add (Add) (None, 38, 38, 160) 0 block4f_add[0][0]
block4g_drop_dropout[0][0]
__________________________________________________________________________________________________
block4h_expand_conv (Conv2D) (None, 38, 38, 960) 153600 block4g_add[0][0]
__________________________________________________________________________________________________
block4h_expand_bn (BatchNormali (None, 38, 38, 960) 3840 block4h_expand_conv[0][0]
__________________________________________________________________________________________________
block4h_expand_activation (Acti (None, 38, 38, 960) 0 block4h_expand_bn[0][0]
__________________________________________________________________________________________________
block4h_dwconv (DepthwiseConv2D (None, 38, 38, 960) 8640 block4h_expand_activation[0][0]
__________________________________________________________________________________________________
block4h_bn (BatchNormalization) (None, 38, 38, 960) 3840 block4h_dwconv[0][0]
__________________________________________________________________________________________________
block4h_activation (Activation) (None, 38, 38, 960) 0 block4h_bn[0][0]
__________________________________________________________________________________________________
block4h_se_squeeze (GlobalAvera (None, 960) 0 block4h_activation[0][0]
__________________________________________________________________________________________________
block4h_se_reshape (Reshape) (None, 1, 1, 960) 0 block4h_se_squeeze[0][0]
__________________________________________________________________________________________________
block4h_se_reduce (Conv2D) (None, 1, 1, 40) 38440 block4h_se_reshape[0][0]
__________________________________________________________________________________________________
block4h_se_expand (Conv2D) (None, 1, 1, 960) 39360 block4h_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d960_7 (Lambda) (None, 38, 38, 960) 0 block4h_se_expand[0][0]
__________________________________________________________________________________________________
block4h_se_excite (Multiply) (None, 38, 38, 960) 0 block4h_activation[0][0]
broadcast_w38_d960_7[0][0]
__________________________________________________________________________________________________
block4h_project_conv (Conv2D) (None, 38, 38, 160) 153600 block4h_se_excite[0][0]
__________________________________________________________________________________________________
block4h_project_bn (BatchNormal (None, 38, 38, 160) 640 block4h_project_conv[0][0]
__________________________________________________________________________________________________
block4h_drop_dropout (Dropout) (None, 38, 38, 160) 0 block4h_project_bn[0][0]
__________________________________________________________________________________________________
block4h_add (Add) (None, 38, 38, 160) 0 block4g_add[0][0]
block4h_drop_dropout[0][0]
__________________________________________________________________________________________________
block4i_expand_conv (Conv2D) (None, 38, 38, 960) 153600 block4h_add[0][0]
__________________________________________________________________________________________________
block4i_expand_bn (BatchNormali (None, 38, 38, 960) 3840 block4i_expand_conv[0][0]
__________________________________________________________________________________________________
block4i_expand_activation (Acti (None, 38, 38, 960) 0 block4i_expand_bn[0][0]
__________________________________________________________________________________________________
block4i_dwconv (DepthwiseConv2D (None, 38, 38, 960) 8640 block4i_expand_activation[0][0]
__________________________________________________________________________________________________
block4i_bn (BatchNormalization) (None, 38, 38, 960) 3840 block4i_dwconv[0][0]
__________________________________________________________________________________________________
block4i_activation (Activation) (None, 38, 38, 960) 0 block4i_bn[0][0]
__________________________________________________________________________________________________
block4i_se_squeeze (GlobalAvera (None, 960) 0 block4i_activation[0][0]
__________________________________________________________________________________________________
block4i_se_reshape (Reshape) (None, 1, 1, 960) 0 block4i_se_squeeze[0][0]
__________________________________________________________________________________________________
block4i_se_reduce (Conv2D) (None, 1, 1, 40) 38440 block4i_se_reshape[0][0]
__________________________________________________________________________________________________
block4i_se_expand (Conv2D) (None, 1, 1, 960) 39360 block4i_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d960_8 (Lambda) (None, 38, 38, 960) 0 block4i_se_expand[0][0]
__________________________________________________________________________________________________
block4i_se_excite (Multiply) (None, 38, 38, 960) 0 block4i_activation[0][0]
broadcast_w38_d960_8[0][0]
__________________________________________________________________________________________________
block4i_project_conv (Conv2D) (None, 38, 38, 160) 153600 block4i_se_excite[0][0]
__________________________________________________________________________________________________
block4i_project_bn (BatchNormal (None, 38, 38, 160) 640 block4i_project_conv[0][0]
__________________________________________________________________________________________________
block4i_drop_dropout (Dropout) (None, 38, 38, 160) 0 block4i_project_bn[0][0]
__________________________________________________________________________________________________
block4i_add (Add) (None, 38, 38, 160) 0 block4h_add[0][0]
block4i_drop_dropout[0][0]
__________________________________________________________________________________________________
block4j_expand_conv (Conv2D) (None, 38, 38, 960) 153600 block4i_add[0][0]
__________________________________________________________________________________________________
block4j_expand_bn (BatchNormali (None, 38, 38, 960) 3840 block4j_expand_conv[0][0]
__________________________________________________________________________________________________
block4j_expand_activation (Acti (None, 38, 38, 960) 0 block4j_expand_bn[0][0]
__________________________________________________________________________________________________
block4j_dwconv (DepthwiseConv2D (None, 38, 38, 960) 8640 block4j_expand_activation[0][0]
__________________________________________________________________________________________________
block4j_bn (BatchNormalization) (None, 38, 38, 960) 3840 block4j_dwconv[0][0]
__________________________________________________________________________________________________
block4j_activation (Activation) (None, 38, 38, 960) 0 block4j_bn[0][0]
__________________________________________________________________________________________________
block4j_se_squeeze (GlobalAvera (None, 960) 0 block4j_activation[0][0]
__________________________________________________________________________________________________
block4j_se_reshape (Reshape) (None, 1, 1, 960) 0 block4j_se_squeeze[0][0]
__________________________________________________________________________________________________
block4j_se_reduce (Conv2D) (None, 1, 1, 40) 38440 block4j_se_reshape[0][0]
__________________________________________________________________________________________________
block4j_se_expand (Conv2D) (None, 1, 1, 960) 39360 block4j_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d960_9 (Lambda) (None, 38, 38, 960) 0 block4j_se_expand[0][0]
__________________________________________________________________________________________________
block4j_se_excite (Multiply) (None, 38, 38, 960) 0 block4j_activation[0][0]
broadcast_w38_d960_9[0][0]
__________________________________________________________________________________________________
block4j_project_conv (Conv2D) (None, 38, 38, 160) 153600 block4j_se_excite[0][0]
__________________________________________________________________________________________________
block4j_project_bn (BatchNormal (None, 38, 38, 160) 640 block4j_project_conv[0][0]
__________________________________________________________________________________________________
block4j_drop_dropout (Dropout) (None, 38, 38, 160) 0 block4j_project_bn[0][0]
__________________________________________________________________________________________________
block4j_add (Add) (None, 38, 38, 160) 0 block4i_add[0][0]
block4j_drop_dropout[0][0]
__________________________________________________________________________________________________
block5a_expand_conv (Conv2D) (None, 38, 38, 960) 153600 block4j_add[0][0]
__________________________________________________________________________________________________
block5a_expand_bn (BatchNormali (None, 38, 38, 960) 3840 block5a_expand_conv[0][0]
__________________________________________________________________________________________________
block5a_expand_activation (Acti (None, 38, 38, 960) 0 block5a_expand_bn[0][0]
__________________________________________________________________________________________________
block5a_dwconv (DepthwiseConv2D (None, 38, 38, 960) 24000 block5a_expand_activation[0][0]
__________________________________________________________________________________________________
block5a_bn (BatchNormalization) (None, 38, 38, 960) 3840 block5a_dwconv[0][0]
__________________________________________________________________________________________________
block5a_activation (Activation) (None, 38, 38, 960) 0 block5a_bn[0][0]
__________________________________________________________________________________________________
block5a_se_squeeze (GlobalAvera (None, 960) 0 block5a_activation[0][0]
__________________________________________________________________________________________________
block5a_se_reshape (Reshape) (None, 1, 1, 960) 0 block5a_se_squeeze[0][0]
__________________________________________________________________________________________________
block5a_se_reduce (Conv2D) (None, 1, 1, 40) 38440 block5a_se_reshape[0][0]
__________________________________________________________________________________________________
block5a_se_expand (Conv2D) (None, 1, 1, 960) 39360 block5a_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d960_10 (Lambda) (None, 38, 38, 960) 0 block5a_se_expand[0][0]
__________________________________________________________________________________________________
block5a_se_excite (Multiply) (None, 38, 38, 960) 0 block5a_activation[0][0]
broadcast_w38_d960_10[0][0]
__________________________________________________________________________________________________
block5a_project_conv (Conv2D) (None, 38, 38, 224) 215040 block5a_se_excite[0][0]
__________________________________________________________________________________________________
block5a_project_bn (BatchNormal (None, 38, 38, 224) 896 block5a_project_conv[0][0]
__________________________________________________________________________________________________
block5b_expand_conv (Conv2D) (None, 38, 38, 1344) 301056 block5a_project_bn[0][0]
__________________________________________________________________________________________________
block5b_expand_bn (BatchNormali (None, 38, 38, 1344) 5376 block5b_expand_conv[0][0]
__________________________________________________________________________________________________
block5b_expand_activation (Acti (None, 38, 38, 1344) 0 block5b_expand_bn[0][0]
__________________________________________________________________________________________________
block5b_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600 block5b_expand_activation[0][0]
__________________________________________________________________________________________________
block5b_bn (BatchNormalization) (None, 38, 38, 1344) 5376 block5b_dwconv[0][0]
__________________________________________________________________________________________________
block5b_activation (Activation) (None, 38, 38, 1344) 0 block5b_bn[0][0]
__________________________________________________________________________________________________
block5b_se_squeeze (GlobalAvera (None, 1344) 0 block5b_activation[0][0]
__________________________________________________________________________________________________
block5b_se_reshape (Reshape) (None, 1, 1, 1344) 0 block5b_se_squeeze[0][0]
__________________________________________________________________________________________________
block5b_se_reduce (Conv2D) (None, 1, 1, 56) 75320 block5b_se_reshape[0][0]
__________________________________________________________________________________________________
block5b_se_expand (Conv2D) (None, 1, 1, 1344) 76608 block5b_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d1344_1 (Lambda) (None, 38, 38, 1344) 0 block5b_se_expand[0][0]
__________________________________________________________________________________________________
block5b_se_excite (Multiply) (None, 38, 38, 1344) 0 block5b_activation[0][0]
broadcast_w38_d1344_1[0][0]
__________________________________________________________________________________________________
block5b_project_conv (Conv2D) (None, 38, 38, 224) 301056 block5b_se_excite[0][0]
__________________________________________________________________________________________________
block5b_project_bn (BatchNormal (None, 38, 38, 224) 896 block5b_project_conv[0][0]
__________________________________________________________________________________________________
block5b_drop_dropout (Dropout) (None, 38, 38, 224) 0 block5b_project_bn[0][0]
__________________________________________________________________________________________________
block5b_add (Add) (None, 38, 38, 224) 0 block5a_project_bn[0][0]
block5b_drop_dropout[0][0]
__________________________________________________________________________________________________
block5c_expand_conv (Conv2D) (None, 38, 38, 1344) 301056 block5b_add[0][0]
__________________________________________________________________________________________________
block5c_expand_bn (BatchNormali (None, 38, 38, 1344) 5376 block5c_expand_conv[0][0]
__________________________________________________________________________________________________
block5c_expand_activation (Acti (None, 38, 38, 1344) 0 block5c_expand_bn[0][0]
__________________________________________________________________________________________________
block5c_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600 block5c_expand_activation[0][0]
__________________________________________________________________________________________________
block5c_bn (BatchNormalization) (None, 38, 38, 1344) 5376 block5c_dwconv[0][0]
__________________________________________________________________________________________________
block5c_activation (Activation) (None, 38, 38, 1344) 0 block5c_bn[0][0]
__________________________________________________________________________________________________
block5c_se_squeeze (GlobalAvera (None, 1344) 0 block5c_activation[0][0]
__________________________________________________________________________________________________
block5c_se_reshape (Reshape) (None, 1, 1, 1344) 0 block5c_se_squeeze[0][0]
__________________________________________________________________________________________________
block5c_se_reduce (Conv2D) (None, 1, 1, 56) 75320 block5c_se_reshape[0][0]
__________________________________________________________________________________________________
block5c_se_expand (Conv2D) (None, 1, 1, 1344) 76608 block5c_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d1344_2 (Lambda) (None, 38, 38, 1344) 0 block5c_se_expand[0][0]
__________________________________________________________________________________________________
block5c_se_excite (Multiply) (None, 38, 38, 1344) 0 block5c_activation[0][0]
broadcast_w38_d1344_2[0][0]
__________________________________________________________________________________________________
block5c_project_conv (Conv2D) (None, 38, 38, 224) 301056 block5c_se_excite[0][0]
__________________________________________________________________________________________________
block5c_project_bn (BatchNormal (None, 38, 38, 224) 896 block5c_project_conv[0][0]
__________________________________________________________________________________________________
block5c_drop_dropout (Dropout) (None, 38, 38, 224) 0 block5c_project_bn[0][0]
__________________________________________________________________________________________________
block5c_add (Add) (None, 38, 38, 224) 0 block5b_add[0][0]
block5c_drop_dropout[0][0]
__________________________________________________________________________________________________
block5d_expand_conv (Conv2D) (None, 38, 38, 1344) 301056 block5c_add[0][0]
__________________________________________________________________________________________________
block5d_expand_bn (BatchNormali (None, 38, 38, 1344) 5376 block5d_expand_conv[0][0]
__________________________________________________________________________________________________
block5d_expand_activation (Acti (None, 38, 38, 1344) 0 block5d_expand_bn[0][0]
__________________________________________________________________________________________________
block5d_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600 block5d_expand_activation[0][0]
__________________________________________________________________________________________________
block5d_bn (BatchNormalization) (None, 38, 38, 1344) 5376 block5d_dwconv[0][0]
__________________________________________________________________________________________________
block5d_activation (Activation) (None, 38, 38, 1344) 0 block5d_bn[0][0]
__________________________________________________________________________________________________
block5d_se_squeeze (GlobalAvera (None, 1344) 0 block5d_activation[0][0]
__________________________________________________________________________________________________
block5d_se_reshape (Reshape) (None, 1, 1, 1344) 0 block5d_se_squeeze[0][0]
__________________________________________________________________________________________________
block5d_se_reduce (Conv2D) (None, 1, 1, 56) 75320 block5d_se_reshape[0][0]
__________________________________________________________________________________________________
block5d_se_expand (Conv2D) (None, 1, 1, 1344) 76608 block5d_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d1344_3 (Lambda) (None, 38, 38, 1344) 0 block5d_se_expand[0][0]
__________________________________________________________________________________________________
block5d_se_excite (Multiply) (None, 38, 38, 1344) 0 block5d_activation[0][0]
broadcast_w38_d1344_3[0][0]
__________________________________________________________________________________________________
block5d_project_conv (Conv2D) (None, 38, 38, 224) 301056 block5d_se_excite[0][0]
__________________________________________________________________________________________________
block5d_project_bn (BatchNormal (None, 38, 38, 224) 896 block5d_project_conv[0][0]
__________________________________________________________________________________________________
block5d_drop_dropout (Dropout) (None, 38, 38, 224) 0 block5d_project_bn[0][0]
__________________________________________________________________________________________________
block5d_add (Add) (None, 38, 38, 224) 0 block5c_add[0][0]
block5d_drop_dropout[0][0]
__________________________________________________________________________________________________
block5e_expand_conv (Conv2D) (None, 38, 38, 1344) 301056 block5d_add[0][0]
__________________________________________________________________________________________________
block5e_expand_bn (BatchNormali (None, 38, 38, 1344) 5376 block5e_expand_conv[0][0]
__________________________________________________________________________________________________
block5e_expand_activation (Acti (None, 38, 38, 1344) 0 block5e_expand_bn[0][0]
__________________________________________________________________________________________________
block5e_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600 block5e_expand_activation[0][0]
__________________________________________________________________________________________________
block5e_bn (BatchNormalization) (None, 38, 38, 1344) 5376 block5e_dwconv[0][0]
__________________________________________________________________________________________________
block5e_activation (Activation) (None, 38, 38, 1344) 0 block5e_bn[0][0]
__________________________________________________________________________________________________
block5e_se_squeeze (GlobalAvera (None, 1344) 0 block5e_activation[0][0]
__________________________________________________________________________________________________
block5e_se_reshape (Reshape) (None, 1, 1, 1344) 0 block5e_se_squeeze[0][0]
__________________________________________________________________________________________________
block5e_se_reduce (Conv2D) (None, 1, 1, 56) 75320 block5e_se_reshape[0][0]
__________________________________________________________________________________________________
block5e_se_expand (Conv2D) (None, 1, 1, 1344) 76608 block5e_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d1344_4 (Lambda) (None, 38, 38, 1344) 0 block5e_se_expand[0][0]
__________________________________________________________________________________________________
block5e_se_excite (Multiply) (None, 38, 38, 1344) 0 block5e_activation[0][0]
broadcast_w38_d1344_4[0][0]
__________________________________________________________________________________________________
block5e_project_conv (Conv2D) (None, 38, 38, 224) 301056 block5e_se_excite[0][0]
__________________________________________________________________________________________________
block5e_project_bn (BatchNormal (None, 38, 38, 224) 896 block5e_project_conv[0][0]
__________________________________________________________________________________________________
block5e_drop_dropout (Dropout) (None, 38, 38, 224) 0 block5e_project_bn[0][0]
__________________________________________________________________________________________________
block5e_add (Add) (None, 38, 38, 224) 0 block5d_add[0][0]
block5e_drop_dropout[0][0]
__________________________________________________________________________________________________
block5f_expand_conv (Conv2D) (None, 38, 38, 1344) 301056 block5e_add[0][0]
__________________________________________________________________________________________________
block5f_expand_bn (BatchNormali (None, 38, 38, 1344) 5376 block5f_expand_conv[0][0]
__________________________________________________________________________________________________
block5f_expand_activation (Acti (None, 38, 38, 1344) 0 block5f_expand_bn[0][0]
__________________________________________________________________________________________________
block5f_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600 block5f_expand_activation[0][0]
__________________________________________________________________________________________________
block5f_bn (BatchNormalization) (None, 38, 38, 1344) 5376 block5f_dwconv[0][0]
__________________________________________________________________________________________________
block5f_activation (Activation) (None, 38, 38, 1344) 0 block5f_bn[0][0]
__________________________________________________________________________________________________
block5f_se_squeeze (GlobalAvera (None, 1344) 0 block5f_activation[0][0]
__________________________________________________________________________________________________
block5f_se_reshape (Reshape) (None, 1, 1, 1344) 0 block5f_se_squeeze[0][0]
__________________________________________________________________________________________________
block5f_se_reduce (Conv2D) (None, 1, 1, 56) 75320 block5f_se_reshape[0][0]
__________________________________________________________________________________________________
block5f_se_expand (Conv2D) (None, 1, 1, 1344) 76608 block5f_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d1344_5 (Lambda) (None, 38, 38, 1344) 0 block5f_se_expand[0][0]
__________________________________________________________________________________________________
block5f_se_excite (Multiply) (None, 38, 38, 1344) 0 block5f_activation[0][0]
broadcast_w38_d1344_5[0][0]
__________________________________________________________________________________________________
block5f_project_conv (Conv2D) (None, 38, 38, 224) 301056 block5f_se_excite[0][0]
__________________________________________________________________________________________________
block5f_project_bn (BatchNormal (None, 38, 38, 224) 896 block5f_project_conv[0][0]
__________________________________________________________________________________________________
block5f_drop_dropout (Dropout) (None, 38, 38, 224) 0 block5f_project_bn[0][0]
__________________________________________________________________________________________________
block5f_add (Add) (None, 38, 38, 224) 0 block5e_add[0][0]
block5f_drop_dropout[0][0]
__________________________________________________________________________________________________
block5g_expand_conv (Conv2D) (None, 38, 38, 1344) 301056 block5f_add[0][0]
__________________________________________________________________________________________________
block5g_expand_bn (BatchNormali (None, 38, 38, 1344) 5376 block5g_expand_conv[0][0]
__________________________________________________________________________________________________
block5g_expand_activation (Acti (None, 38, 38, 1344) 0 block5g_expand_bn[0][0]
__________________________________________________________________________________________________
block5g_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600 block5g_expand_activation[0][0]
__________________________________________________________________________________________________
block5g_bn (BatchNormalization) (None, 38, 38, 1344) 5376 block5g_dwconv[0][0]
__________________________________________________________________________________________________
block5g_activation (Activation) (None, 38, 38, 1344) 0 block5g_bn[0][0]
__________________________________________________________________________________________________
block5g_se_squeeze (GlobalAvera (None, 1344) 0 block5g_activation[0][0]
__________________________________________________________________________________________________
block5g_se_reshape (Reshape) (None, 1, 1, 1344) 0 block5g_se_squeeze[0][0]
__________________________________________________________________________________________________
block5g_se_reduce (Conv2D) (None, 1, 1, 56) 75320 block5g_se_reshape[0][0]
__________________________________________________________________________________________________
block5g_se_expand (Conv2D) (None, 1, 1, 1344) 76608 block5g_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d1344_6 (Lambda) (None, 38, 38, 1344) 0 block5g_se_expand[0][0]
__________________________________________________________________________________________________
block5g_se_excite (Multiply) (None, 38, 38, 1344) 0 block5g_activation[0][0]
broadcast_w38_d1344_6[0][0]
__________________________________________________________________________________________________
block5g_project_conv (Conv2D) (None, 38, 38, 224) 301056 block5g_se_excite[0][0]
__________________________________________________________________________________________________
block5g_project_bn (BatchNormal (None, 38, 38, 224) 896 block5g_project_conv[0][0]
__________________________________________________________________________________________________
block5g_drop_dropout (Dropout) (None, 38, 38, 224) 0 block5g_project_bn[0][0]
__________________________________________________________________________________________________
block5g_add (Add) (None, 38, 38, 224) 0 block5f_add[0][0]
block5g_drop_dropout[0][0]
__________________________________________________________________________________________________
block5h_expand_conv (Conv2D) (None, 38, 38, 1344) 301056 block5g_add[0][0]
__________________________________________________________________________________________________
block5h_expand_bn (BatchNormali (None, 38, 38, 1344) 5376 block5h_expand_conv[0][0]
__________________________________________________________________________________________________
block5h_expand_activation (Acti (None, 38, 38, 1344) 0 block5h_expand_bn[0][0]
__________________________________________________________________________________________________
block5h_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600 block5h_expand_activation[0][0]
__________________________________________________________________________________________________
block5h_bn (BatchNormalization) (None, 38, 38, 1344) 5376 block5h_dwconv[0][0]
__________________________________________________________________________________________________
block5h_activation (Activation) (None, 38, 38, 1344) 0 block5h_bn[0][0]
__________________________________________________________________________________________________
block5h_se_squeeze (GlobalAvera (None, 1344) 0 block5h_activation[0][0]
__________________________________________________________________________________________________
block5h_se_reshape (Reshape) (None, 1, 1, 1344) 0 block5h_se_squeeze[0][0]
__________________________________________________________________________________________________
block5h_se_reduce (Conv2D) (None, 1, 1, 56) 75320 block5h_se_reshape[0][0]
__________________________________________________________________________________________________
block5h_se_expand (Conv2D) (None, 1, 1, 1344) 76608 block5h_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d1344_7 (Lambda) (None, 38, 38, 1344) 0 block5h_se_expand[0][0]
__________________________________________________________________________________________________
block5h_se_excite (Multiply) (None, 38, 38, 1344) 0 block5h_activation[0][0]
broadcast_w38_d1344_7[0][0]
__________________________________________________________________________________________________
block5h_project_conv (Conv2D) (None, 38, 38, 224) 301056 block5h_se_excite[0][0]
__________________________________________________________________________________________________
block5h_project_bn (BatchNormal (None, 38, 38, 224) 896 block5h_project_conv[0][0]
__________________________________________________________________________________________________
block5h_drop_dropout (Dropout) (None, 38, 38, 224) 0 block5h_project_bn[0][0]
__________________________________________________________________________________________________
block5h_add (Add) (None, 38, 38, 224) 0 block5g_add[0][0]
block5h_drop_dropout[0][0]
__________________________________________________________________________________________________
block5i_expand_conv (Conv2D) (None, 38, 38, 1344) 301056 block5h_add[0][0]
__________________________________________________________________________________________________
block5i_expand_bn (BatchNormali (None, 38, 38, 1344) 5376 block5i_expand_conv[0][0]
__________________________________________________________________________________________________
block5i_expand_activation (Acti (None, 38, 38, 1344) 0 block5i_expand_bn[0][0]
__________________________________________________________________________________________________
block5i_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600 block5i_expand_activation[0][0]
__________________________________________________________________________________________________
block5i_bn (BatchNormalization) (None, 38, 38, 1344) 5376 block5i_dwconv[0][0]
__________________________________________________________________________________________________
block5i_activation (Activation) (None, 38, 38, 1344) 0 block5i_bn[0][0]
__________________________________________________________________________________________________
block5i_se_squeeze (GlobalAvera (None, 1344) 0 block5i_activation[0][0]
__________________________________________________________________________________________________
block5i_se_reshape (Reshape) (None, 1, 1, 1344) 0 block5i_se_squeeze[0][0]
__________________________________________________________________________________________________
block5i_se_reduce (Conv2D) (None, 1, 1, 56) 75320 block5i_se_reshape[0][0]
__________________________________________________________________________________________________
block5i_se_expand (Conv2D) (None, 1, 1, 1344) 76608 block5i_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d1344_8 (Lambda) (None, 38, 38, 1344) 0 block5i_se_expand[0][0]
__________________________________________________________________________________________________
block5i_se_excite (Multiply) (None, 38, 38, 1344) 0 block5i_activation[0][0]
broadcast_w38_d1344_8[0][0]
__________________________________________________________________________________________________
block5i_project_conv (Conv2D) (None, 38, 38, 224) 301056 block5i_se_excite[0][0]
__________________________________________________________________________________________________
block5i_project_bn (BatchNormal (None, 38, 38, 224) 896 block5i_project_conv[0][0]
__________________________________________________________________________________________________
block5i_drop_dropout (Dropout) (None, 38, 38, 224) 0 block5i_project_bn[0][0]
__________________________________________________________________________________________________
block5i_add (Add) (None, 38, 38, 224) 0 block5h_add[0][0]
block5i_drop_dropout[0][0]
__________________________________________________________________________________________________
block5j_expand_conv (Conv2D) (None, 38, 38, 1344) 301056 block5i_add[0][0]
__________________________________________________________________________________________________
block5j_expand_bn (BatchNormali (None, 38, 38, 1344) 5376 block5j_expand_conv[0][0]
__________________________________________________________________________________________________
block5j_expand_activation (Acti (None, 38, 38, 1344) 0 block5j_expand_bn[0][0]
__________________________________________________________________________________________________
block5j_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600 block5j_expand_activation[0][0]
__________________________________________________________________________________________________
block5j_bn (BatchNormalization) (None, 38, 38, 1344) 5376 block5j_dwconv[0][0]
__________________________________________________________________________________________________
block5j_activation (Activation) (None, 38, 38, 1344) 0 block5j_bn[0][0]
__________________________________________________________________________________________________
block5j_se_squeeze (GlobalAvera (None, 1344) 0 block5j_activation[0][0]
__________________________________________________________________________________________________
block5j_se_reshape (Reshape) (None, 1, 1, 1344) 0 block5j_se_squeeze[0][0]
__________________________________________________________________________________________________
block5j_se_reduce (Conv2D) (None, 1, 1, 56) 75320 block5j_se_reshape[0][0]
__________________________________________________________________________________________________
block5j_se_expand (Conv2D) (None, 1, 1, 1344) 76608 block5j_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w38_d1344_9 (Lambda) (None, 38, 38, 1344) 0 block5j_se_expand[0][0]
__________________________________________________________________________________________________
block5j_se_excite (Multiply) (None, 38, 38, 1344) 0 block5j_activation[0][0]
broadcast_w38_d1344_9[0][0]
__________________________________________________________________________________________________
block5j_project_conv (Conv2D) (None, 38, 38, 224) 301056 block5j_se_excite[0][0]
__________________________________________________________________________________________________
block5j_project_bn (BatchNormal (None, 38, 38, 224) 896 block5j_project_conv[0][0]
__________________________________________________________________________________________________
block5j_drop_dropout (Dropout) (None, 38, 38, 224) 0 block5j_project_bn[0][0]
__________________________________________________________________________________________________
block5j_add (Add) (None, 38, 38, 224) 0 block5i_add[0][0]
block5j_drop_dropout[0][0]
__________________________________________________________________________________________________
block6a_expand_conv (Conv2D) (None, 38, 38, 1344) 301056 block5j_add[0][0]
__________________________________________________________________________________________________
block6a_expand_bn (BatchNormali (None, 38, 38, 1344) 5376 block6a_expand_conv[0][0]
__________________________________________________________________________________________________
block6a_expand_activation (Acti (None, 38, 38, 1344) 0 block6a_expand_bn[0][0]
__________________________________________________________________________________________________
block6a_dwconv (DepthwiseConv2D (None, 19, 19, 1344) 33600 block6a_expand_activation[0][0]
__________________________________________________________________________________________________
block6a_bn (BatchNormalization) (None, 19, 19, 1344) 5376 block6a_dwconv[0][0]
__________________________________________________________________________________________________
block6a_activation (Activation) (None, 19, 19, 1344) 0 block6a_bn[0][0]
__________________________________________________________________________________________________
block6a_se_squeeze (GlobalAvera (None, 1344) 0 block6a_activation[0][0]
__________________________________________________________________________________________________
block6a_se_reshape (Reshape) (None, 1, 1, 1344) 0 block6a_se_squeeze[0][0]
__________________________________________________________________________________________________
block6a_se_reduce (Conv2D) (None, 1, 1, 56) 75320 block6a_se_reshape[0][0]
__________________________________________________________________________________________________
block6a_se_expand (Conv2D) (None, 1, 1, 1344) 76608 block6a_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d1344_1 (Lambda) (None, 19, 19, 1344) 0 block6a_se_expand[0][0]
__________________________________________________________________________________________________
block6a_se_excite (Multiply) (None, 19, 19, 1344) 0 block6a_activation[0][0]
broadcast_w19_d1344_1[0][0]
__________________________________________________________________________________________________
block6a_project_conv (Conv2D) (None, 19, 19, 384) 516096 block6a_se_excite[0][0]
__________________________________________________________________________________________________
block6a_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6a_project_conv[0][0]
__________________________________________________________________________________________________
block6b_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6a_project_bn[0][0]
__________________________________________________________________________________________________
block6b_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6b_expand_conv[0][0]
__________________________________________________________________________________________________
block6b_expand_activation (Acti (None, 19, 19, 2304) 0 block6b_expand_bn[0][0]
__________________________________________________________________________________________________
block6b_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6b_expand_activation[0][0]
__________________________________________________________________________________________________
block6b_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6b_dwconv[0][0]
__________________________________________________________________________________________________
block6b_activation (Activation) (None, 19, 19, 2304) 0 block6b_bn[0][0]
__________________________________________________________________________________________________
block6b_se_squeeze (GlobalAvera (None, 2304) 0 block6b_activation[0][0]
__________________________________________________________________________________________________
block6b_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6b_se_squeeze[0][0]
__________________________________________________________________________________________________
block6b_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6b_se_reshape[0][0]
__________________________________________________________________________________________________
block6b_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6b_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_1 (Lambda) (None, 19, 19, 2304) 0 block6b_se_expand[0][0]
__________________________________________________________________________________________________
block6b_se_excite (Multiply) (None, 19, 19, 2304) 0 block6b_activation[0][0]
broadcast_w19_d2304_1[0][0]
__________________________________________________________________________________________________
block6b_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6b_se_excite[0][0]
__________________________________________________________________________________________________
block6b_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6b_project_conv[0][0]
__________________________________________________________________________________________________
block6b_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6b_project_bn[0][0]
__________________________________________________________________________________________________
block6b_add (Add) (None, 19, 19, 384) 0 block6a_project_bn[0][0]
block6b_drop_dropout[0][0]
__________________________________________________________________________________________________
block6c_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6b_add[0][0]
__________________________________________________________________________________________________
block6c_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6c_expand_conv[0][0]
__________________________________________________________________________________________________
block6c_expand_activation (Acti (None, 19, 19, 2304) 0 block6c_expand_bn[0][0]
__________________________________________________________________________________________________
block6c_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6c_expand_activation[0][0]
__________________________________________________________________________________________________
block6c_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6c_dwconv[0][0]
__________________________________________________________________________________________________
block6c_activation (Activation) (None, 19, 19, 2304) 0 block6c_bn[0][0]
__________________________________________________________________________________________________
block6c_se_squeeze (GlobalAvera (None, 2304) 0 block6c_activation[0][0]
__________________________________________________________________________________________________
block6c_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6c_se_squeeze[0][0]
__________________________________________________________________________________________________
block6c_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6c_se_reshape[0][0]
__________________________________________________________________________________________________
block6c_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6c_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_2 (Lambda) (None, 19, 19, 2304) 0 block6c_se_expand[0][0]
__________________________________________________________________________________________________
block6c_se_excite (Multiply) (None, 19, 19, 2304) 0 block6c_activation[0][0]
broadcast_w19_d2304_2[0][0]
__________________________________________________________________________________________________
block6c_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6c_se_excite[0][0]
__________________________________________________________________________________________________
block6c_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6c_project_conv[0][0]
__________________________________________________________________________________________________
block6c_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6c_project_bn[0][0]
__________________________________________________________________________________________________
block6c_add (Add) (None, 19, 19, 384) 0 block6b_add[0][0]
block6c_drop_dropout[0][0]
__________________________________________________________________________________________________
block6d_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6c_add[0][0]
__________________________________________________________________________________________________
block6d_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6d_expand_conv[0][0]
__________________________________________________________________________________________________
block6d_expand_activation (Acti (None, 19, 19, 2304) 0 block6d_expand_bn[0][0]
__________________________________________________________________________________________________
block6d_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6d_expand_activation[0][0]
__________________________________________________________________________________________________
block6d_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6d_dwconv[0][0]
__________________________________________________________________________________________________
block6d_activation (Activation) (None, 19, 19, 2304) 0 block6d_bn[0][0]
__________________________________________________________________________________________________
block6d_se_squeeze (GlobalAvera (None, 2304) 0 block6d_activation[0][0]
__________________________________________________________________________________________________
block6d_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6d_se_squeeze[0][0]
__________________________________________________________________________________________________
block6d_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6d_se_reshape[0][0]
__________________________________________________________________________________________________
block6d_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6d_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_3 (Lambda) (None, 19, 19, 2304) 0 block6d_se_expand[0][0]
__________________________________________________________________________________________________
block6d_se_excite (Multiply) (None, 19, 19, 2304) 0 block6d_activation[0][0]
broadcast_w19_d2304_3[0][0]
__________________________________________________________________________________________________
block6d_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6d_se_excite[0][0]
__________________________________________________________________________________________________
block6d_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6d_project_conv[0][0]
__________________________________________________________________________________________________
block6d_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6d_project_bn[0][0]
__________________________________________________________________________________________________
block6d_add (Add) (None, 19, 19, 384) 0 block6c_add[0][0]
block6d_drop_dropout[0][0]
__________________________________________________________________________________________________
block6e_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6d_add[0][0]
__________________________________________________________________________________________________
block6e_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6e_expand_conv[0][0]
__________________________________________________________________________________________________
block6e_expand_activation (Acti (None, 19, 19, 2304) 0 block6e_expand_bn[0][0]
__________________________________________________________________________________________________
block6e_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6e_expand_activation[0][0]
__________________________________________________________________________________________________
block6e_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6e_dwconv[0][0]
__________________________________________________________________________________________________
block6e_activation (Activation) (None, 19, 19, 2304) 0 block6e_bn[0][0]
__________________________________________________________________________________________________
block6e_se_squeeze (GlobalAvera (None, 2304) 0 block6e_activation[0][0]
__________________________________________________________________________________________________
block6e_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6e_se_squeeze[0][0]
__________________________________________________________________________________________________
block6e_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6e_se_reshape[0][0]
__________________________________________________________________________________________________
block6e_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6e_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_4 (Lambda) (None, 19, 19, 2304) 0 block6e_se_expand[0][0]
__________________________________________________________________________________________________
block6e_se_excite (Multiply) (None, 19, 19, 2304) 0 block6e_activation[0][0]
broadcast_w19_d2304_4[0][0]
__________________________________________________________________________________________________
block6e_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6e_se_excite[0][0]
__________________________________________________________________________________________________
block6e_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6e_project_conv[0][0]
__________________________________________________________________________________________________
block6e_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6e_project_bn[0][0]
__________________________________________________________________________________________________
block6e_add (Add) (None, 19, 19, 384) 0 block6d_add[0][0]
block6e_drop_dropout[0][0]
__________________________________________________________________________________________________
block6f_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6e_add[0][0]
__________________________________________________________________________________________________
block6f_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6f_expand_conv[0][0]
__________________________________________________________________________________________________
block6f_expand_activation (Acti (None, 19, 19, 2304) 0 block6f_expand_bn[0][0]
__________________________________________________________________________________________________
block6f_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6f_expand_activation[0][0]
__________________________________________________________________________________________________
block6f_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6f_dwconv[0][0]
__________________________________________________________________________________________________
block6f_activation (Activation) (None, 19, 19, 2304) 0 block6f_bn[0][0]
__________________________________________________________________________________________________
block6f_se_squeeze (GlobalAvera (None, 2304) 0 block6f_activation[0][0]
__________________________________________________________________________________________________
block6f_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6f_se_squeeze[0][0]
__________________________________________________________________________________________________
block6f_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6f_se_reshape[0][0]
__________________________________________________________________________________________________
block6f_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6f_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_5 (Lambda) (None, 19, 19, 2304) 0 block6f_se_expand[0][0]
__________________________________________________________________________________________________
block6f_se_excite (Multiply) (None, 19, 19, 2304) 0 block6f_activation[0][0]
broadcast_w19_d2304_5[0][0]
__________________________________________________________________________________________________
block6f_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6f_se_excite[0][0]
__________________________________________________________________________________________________
block6f_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6f_project_conv[0][0]
__________________________________________________________________________________________________
block6f_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6f_project_bn[0][0]
__________________________________________________________________________________________________
block6f_add (Add) (None, 19, 19, 384) 0 block6e_add[0][0]
block6f_drop_dropout[0][0]
__________________________________________________________________________________________________
block6g_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6f_add[0][0]
__________________________________________________________________________________________________
block6g_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6g_expand_conv[0][0]
__________________________________________________________________________________________________
block6g_expand_activation (Acti (None, 19, 19, 2304) 0 block6g_expand_bn[0][0]
__________________________________________________________________________________________________
block6g_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6g_expand_activation[0][0]
__________________________________________________________________________________________________
block6g_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6g_dwconv[0][0]
__________________________________________________________________________________________________
block6g_activation (Activation) (None, 19, 19, 2304) 0 block6g_bn[0][0]
__________________________________________________________________________________________________
block6g_se_squeeze (GlobalAvera (None, 2304) 0 block6g_activation[0][0]
__________________________________________________________________________________________________
block6g_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6g_se_squeeze[0][0]
__________________________________________________________________________________________________
block6g_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6g_se_reshape[0][0]
__________________________________________________________________________________________________
block6g_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6g_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_6 (Lambda) (None, 19, 19, 2304) 0 block6g_se_expand[0][0]
__________________________________________________________________________________________________
block6g_se_excite (Multiply) (None, 19, 19, 2304) 0 block6g_activation[0][0]
broadcast_w19_d2304_6[0][0]
__________________________________________________________________________________________________
block6g_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6g_se_excite[0][0]
__________________________________________________________________________________________________
block6g_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6g_project_conv[0][0]
__________________________________________________________________________________________________
block6g_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6g_project_bn[0][0]
__________________________________________________________________________________________________
block6g_add (Add) (None, 19, 19, 384) 0 block6f_add[0][0]
block6g_drop_dropout[0][0]
__________________________________________________________________________________________________
block6h_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6g_add[0][0]
__________________________________________________________________________________________________
block6h_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6h_expand_conv[0][0]
__________________________________________________________________________________________________
block6h_expand_activation (Acti (None, 19, 19, 2304) 0 block6h_expand_bn[0][0]
__________________________________________________________________________________________________
block6h_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6h_expand_activation[0][0]
__________________________________________________________________________________________________
block6h_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6h_dwconv[0][0]
__________________________________________________________________________________________________
block6h_activation (Activation) (None, 19, 19, 2304) 0 block6h_bn[0][0]
__________________________________________________________________________________________________
block6h_se_squeeze (GlobalAvera (None, 2304) 0 block6h_activation[0][0]
__________________________________________________________________________________________________
block6h_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6h_se_squeeze[0][0]
__________________________________________________________________________________________________
block6h_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6h_se_reshape[0][0]
__________________________________________________________________________________________________
block6h_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6h_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_7 (Lambda) (None, 19, 19, 2304) 0 block6h_se_expand[0][0]
__________________________________________________________________________________________________
block6h_se_excite (Multiply) (None, 19, 19, 2304) 0 block6h_activation[0][0]
broadcast_w19_d2304_7[0][0]
__________________________________________________________________________________________________
block6h_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6h_se_excite[0][0]
__________________________________________________________________________________________________
block6h_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6h_project_conv[0][0]
__________________________________________________________________________________________________
block6h_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6h_project_bn[0][0]
__________________________________________________________________________________________________
block6h_add (Add) (None, 19, 19, 384) 0 block6g_add[0][0]
block6h_drop_dropout[0][0]
__________________________________________________________________________________________________
block6i_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6h_add[0][0]
__________________________________________________________________________________________________
block6i_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6i_expand_conv[0][0]
__________________________________________________________________________________________________
block6i_expand_activation (Acti (None, 19, 19, 2304) 0 block6i_expand_bn[0][0]
__________________________________________________________________________________________________
block6i_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6i_expand_activation[0][0]
__________________________________________________________________________________________________
block6i_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6i_dwconv[0][0]
__________________________________________________________________________________________________
block6i_activation (Activation) (None, 19, 19, 2304) 0 block6i_bn[0][0]
__________________________________________________________________________________________________
block6i_se_squeeze (GlobalAvera (None, 2304) 0 block6i_activation[0][0]
__________________________________________________________________________________________________
block6i_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6i_se_squeeze[0][0]
__________________________________________________________________________________________________
block6i_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6i_se_reshape[0][0]
__________________________________________________________________________________________________
block6i_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6i_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_8 (Lambda) (None, 19, 19, 2304) 0 block6i_se_expand[0][0]
__________________________________________________________________________________________________
block6i_se_excite (Multiply) (None, 19, 19, 2304) 0 block6i_activation[0][0]
broadcast_w19_d2304_8[0][0]
__________________________________________________________________________________________________
block6i_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6i_se_excite[0][0]
__________________________________________________________________________________________________
block6i_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6i_project_conv[0][0]
__________________________________________________________________________________________________
block6i_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6i_project_bn[0][0]
__________________________________________________________________________________________________
block6i_add (Add) (None, 19, 19, 384) 0 block6h_add[0][0]
block6i_drop_dropout[0][0]
__________________________________________________________________________________________________
block6j_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6i_add[0][0]
__________________________________________________________________________________________________
block6j_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6j_expand_conv[0][0]
__________________________________________________________________________________________________
block6j_expand_activation (Acti (None, 19, 19, 2304) 0 block6j_expand_bn[0][0]
__________________________________________________________________________________________________
block6j_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6j_expand_activation[0][0]
__________________________________________________________________________________________________
block6j_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6j_dwconv[0][0]
__________________________________________________________________________________________________
block6j_activation (Activation) (None, 19, 19, 2304) 0 block6j_bn[0][0]
__________________________________________________________________________________________________
block6j_se_squeeze (GlobalAvera (None, 2304) 0 block6j_activation[0][0]
__________________________________________________________________________________________________
block6j_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6j_se_squeeze[0][0]
__________________________________________________________________________________________________
block6j_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6j_se_reshape[0][0]
__________________________________________________________________________________________________
block6j_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6j_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_9 (Lambda) (None, 19, 19, 2304) 0 block6j_se_expand[0][0]
__________________________________________________________________________________________________
block6j_se_excite (Multiply) (None, 19, 19, 2304) 0 block6j_activation[0][0]
broadcast_w19_d2304_9[0][0]
__________________________________________________________________________________________________
block6j_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6j_se_excite[0][0]
__________________________________________________________________________________________________
block6j_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6j_project_conv[0][0]
__________________________________________________________________________________________________
block6j_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6j_project_bn[0][0]
__________________________________________________________________________________________________
block6j_add (Add) (None, 19, 19, 384) 0 block6i_add[0][0]
block6j_drop_dropout[0][0]
__________________________________________________________________________________________________
block6k_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6j_add[0][0]
__________________________________________________________________________________________________
block6k_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6k_expand_conv[0][0]
__________________________________________________________________________________________________
block6k_expand_activation (Acti (None, 19, 19, 2304) 0 block6k_expand_bn[0][0]
__________________________________________________________________________________________________
block6k_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6k_expand_activation[0][0]
__________________________________________________________________________________________________
block6k_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6k_dwconv[0][0]
__________________________________________________________________________________________________
block6k_activation (Activation) (None, 19, 19, 2304) 0 block6k_bn[0][0]
__________________________________________________________________________________________________
block6k_se_squeeze (GlobalAvera (None, 2304) 0 block6k_activation[0][0]
__________________________________________________________________________________________________
block6k_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6k_se_squeeze[0][0]
__________________________________________________________________________________________________
block6k_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6k_se_reshape[0][0]
__________________________________________________________________________________________________
block6k_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6k_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_10 (Lambda) (None, 19, 19, 2304) 0 block6k_se_expand[0][0]
__________________________________________________________________________________________________
block6k_se_excite (Multiply) (None, 19, 19, 2304) 0 block6k_activation[0][0]
broadcast_w19_d2304_10[0][0]
__________________________________________________________________________________________________
block6k_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6k_se_excite[0][0]
__________________________________________________________________________________________________
block6k_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6k_project_conv[0][0]
__________________________________________________________________________________________________
block6k_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6k_project_bn[0][0]
__________________________________________________________________________________________________
block6k_add (Add) (None, 19, 19, 384) 0 block6j_add[0][0]
block6k_drop_dropout[0][0]
__________________________________________________________________________________________________
block6l_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6k_add[0][0]
__________________________________________________________________________________________________
block6l_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6l_expand_conv[0][0]
__________________________________________________________________________________________________
block6l_expand_activation (Acti (None, 19, 19, 2304) 0 block6l_expand_bn[0][0]
__________________________________________________________________________________________________
block6l_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6l_expand_activation[0][0]
__________________________________________________________________________________________________
block6l_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6l_dwconv[0][0]
__________________________________________________________________________________________________
block6l_activation (Activation) (None, 19, 19, 2304) 0 block6l_bn[0][0]
__________________________________________________________________________________________________
block6l_se_squeeze (GlobalAvera (None, 2304) 0 block6l_activation[0][0]
__________________________________________________________________________________________________
block6l_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6l_se_squeeze[0][0]
__________________________________________________________________________________________________
block6l_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6l_se_reshape[0][0]
__________________________________________________________________________________________________
block6l_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6l_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_11 (Lambda) (None, 19, 19, 2304) 0 block6l_se_expand[0][0]
__________________________________________________________________________________________________
block6l_se_excite (Multiply) (None, 19, 19, 2304) 0 block6l_activation[0][0]
broadcast_w19_d2304_11[0][0]
__________________________________________________________________________________________________
block6l_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6l_se_excite[0][0]
__________________________________________________________________________________________________
block6l_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6l_project_conv[0][0]
__________________________________________________________________________________________________
block6l_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6l_project_bn[0][0]
__________________________________________________________________________________________________
block6l_add (Add) (None, 19, 19, 384) 0 block6k_add[0][0]
block6l_drop_dropout[0][0]
__________________________________________________________________________________________________
block6m_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6l_add[0][0]
__________________________________________________________________________________________________
block6m_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block6m_expand_conv[0][0]
__________________________________________________________________________________________________
block6m_expand_activation (Acti (None, 19, 19, 2304) 0 block6m_expand_bn[0][0]
__________________________________________________________________________________________________
block6m_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600 block6m_expand_activation[0][0]
__________________________________________________________________________________________________
block6m_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block6m_dwconv[0][0]
__________________________________________________________________________________________________
block6m_activation (Activation) (None, 19, 19, 2304) 0 block6m_bn[0][0]
__________________________________________________________________________________________________
block6m_se_squeeze (GlobalAvera (None, 2304) 0 block6m_activation[0][0]
__________________________________________________________________________________________________
block6m_se_reshape (Reshape) (None, 1, 1, 2304) 0 block6m_se_squeeze[0][0]
__________________________________________________________________________________________________
block6m_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block6m_se_reshape[0][0]
__________________________________________________________________________________________________
block6m_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block6m_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_12 (Lambda) (None, 19, 19, 2304) 0 block6m_se_expand[0][0]
__________________________________________________________________________________________________
block6m_se_excite (Multiply) (None, 19, 19, 2304) 0 block6m_activation[0][0]
broadcast_w19_d2304_12[0][0]
__________________________________________________________________________________________________
block6m_project_conv (Conv2D) (None, 19, 19, 384) 884736 block6m_se_excite[0][0]
__________________________________________________________________________________________________
block6m_project_bn (BatchNormal (None, 19, 19, 384) 1536 block6m_project_conv[0][0]
__________________________________________________________________________________________________
block6m_drop_dropout (Dropout) (None, 19, 19, 384) 0 block6m_project_bn[0][0]
__________________________________________________________________________________________________
block6m_add (Add) (None, 19, 19, 384) 0 block6l_add[0][0]
block6m_drop_dropout[0][0]
__________________________________________________________________________________________________
block7a_expand_conv (Conv2D) (None, 19, 19, 2304) 884736 block6m_add[0][0]
__________________________________________________________________________________________________
block7a_expand_bn (BatchNormali (None, 19, 19, 2304) 9216 block7a_expand_conv[0][0]
__________________________________________________________________________________________________
block7a_expand_activation (Acti (None, 19, 19, 2304) 0 block7a_expand_bn[0][0]
__________________________________________________________________________________________________
block7a_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 20736 block7a_expand_activation[0][0]
__________________________________________________________________________________________________
block7a_bn (BatchNormalization) (None, 19, 19, 2304) 9216 block7a_dwconv[0][0]
__________________________________________________________________________________________________
block7a_activation (Activation) (None, 19, 19, 2304) 0 block7a_bn[0][0]
__________________________________________________________________________________________________
block7a_se_squeeze (GlobalAvera (None, 2304) 0 block7a_activation[0][0]
__________________________________________________________________________________________________
block7a_se_reshape (Reshape) (None, 1, 1, 2304) 0 block7a_se_squeeze[0][0]
__________________________________________________________________________________________________
block7a_se_reduce (Conv2D) (None, 1, 1, 96) 221280 block7a_se_reshape[0][0]
__________________________________________________________________________________________________
block7a_se_expand (Conv2D) (None, 1, 1, 2304) 223488 block7a_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d2304_13 (Lambda) (None, 19, 19, 2304) 0 block7a_se_expand[0][0]
__________________________________________________________________________________________________
block7a_se_excite (Multiply) (None, 19, 19, 2304) 0 block7a_activation[0][0]
broadcast_w19_d2304_13[0][0]
__________________________________________________________________________________________________
block7a_project_conv (Conv2D) (None, 19, 19, 640) 1474560 block7a_se_excite[0][0]
__________________________________________________________________________________________________
block7a_project_bn (BatchNormal (None, 19, 19, 640) 2560 block7a_project_conv[0][0]
__________________________________________________________________________________________________
block7b_expand_conv (Conv2D) (None, 19, 19, 3840) 2457600 block7a_project_bn[0][0]
__________________________________________________________________________________________________
block7b_expand_bn (BatchNormali (None, 19, 19, 3840) 15360 block7b_expand_conv[0][0]
__________________________________________________________________________________________________
block7b_expand_activation (Acti (None, 19, 19, 3840) 0 block7b_expand_bn[0][0]
__________________________________________________________________________________________________
block7b_dwconv (DepthwiseConv2D (None, 19, 19, 3840) 34560 block7b_expand_activation[0][0]
__________________________________________________________________________________________________
block7b_bn (BatchNormalization) (None, 19, 19, 3840) 15360 block7b_dwconv[0][0]
__________________________________________________________________________________________________
block7b_activation (Activation) (None, 19, 19, 3840) 0 block7b_bn[0][0]
__________________________________________________________________________________________________
block7b_se_squeeze (GlobalAvera (None, 3840) 0 block7b_activation[0][0]
__________________________________________________________________________________________________
block7b_se_reshape (Reshape) (None, 1, 1, 3840) 0 block7b_se_squeeze[0][0]
__________________________________________________________________________________________________
block7b_se_reduce (Conv2D) (None, 1, 1, 160) 614560 block7b_se_reshape[0][0]
__________________________________________________________________________________________________
block7b_se_expand (Conv2D) (None, 1, 1, 3840) 618240 block7b_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d3840_1 (Lambda) (None, 19, 19, 3840) 0 block7b_se_expand[0][0]
__________________________________________________________________________________________________
block7b_se_excite (Multiply) (None, 19, 19, 3840) 0 block7b_activation[0][0]
broadcast_w19_d3840_1[0][0]
__________________________________________________________________________________________________
block7b_project_conv (Conv2D) (None, 19, 19, 640) 2457600 block7b_se_excite[0][0]
__________________________________________________________________________________________________
block7b_project_bn (BatchNormal (None, 19, 19, 640) 2560 block7b_project_conv[0][0]
__________________________________________________________________________________________________
block7b_drop_dropout (Dropout) (None, 19, 19, 640) 0 block7b_project_bn[0][0]
__________________________________________________________________________________________________
block7b_add (Add) (None, 19, 19, 640) 0 block7a_project_bn[0][0]
block7b_drop_dropout[0][0]
__________________________________________________________________________________________________
block7c_expand_conv (Conv2D) (None, 19, 19, 3840) 2457600 block7b_add[0][0]
__________________________________________________________________________________________________
block7c_expand_bn (BatchNormali (None, 19, 19, 3840) 15360 block7c_expand_conv[0][0]
__________________________________________________________________________________________________
block7c_expand_activation (Acti (None, 19, 19, 3840) 0 block7c_expand_bn[0][0]
__________________________________________________________________________________________________
block7c_dwconv (DepthwiseConv2D (None, 19, 19, 3840) 34560 block7c_expand_activation[0][0]
__________________________________________________________________________________________________
block7c_bn (BatchNormalization) (None, 19, 19, 3840) 15360 block7c_dwconv[0][0]
__________________________________________________________________________________________________
block7c_activation (Activation) (None, 19, 19, 3840) 0 block7c_bn[0][0]
__________________________________________________________________________________________________
block7c_se_squeeze (GlobalAvera (None, 3840) 0 block7c_activation[0][0]
__________________________________________________________________________________________________
block7c_se_reshape (Reshape) (None, 1, 1, 3840) 0 block7c_se_squeeze[0][0]
__________________________________________________________________________________________________
block7c_se_reduce (Conv2D) (None, 1, 1, 160) 614560 block7c_se_reshape[0][0]
__________________________________________________________________________________________________
block7c_se_expand (Conv2D) (None, 1, 1, 3840) 618240 block7c_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d3840_2 (Lambda) (None, 19, 19, 3840) 0 block7c_se_expand[0][0]
__________________________________________________________________________________________________
block7c_se_excite (Multiply) (None, 19, 19, 3840) 0 block7c_activation[0][0]
broadcast_w19_d3840_2[0][0]
__________________________________________________________________________________________________
block7c_project_conv (Conv2D) (None, 19, 19, 640) 2457600 block7c_se_excite[0][0]
__________________________________________________________________________________________________
block7c_project_bn (BatchNormal (None, 19, 19, 640) 2560 block7c_project_conv[0][0]
__________________________________________________________________________________________________
block7c_drop_dropout (Dropout) (None, 19, 19, 640) 0 block7c_project_bn[0][0]
__________________________________________________________________________________________________
block7c_add (Add) (None, 19, 19, 640) 0 block7b_add[0][0]
block7c_drop_dropout[0][0]
__________________________________________________________________________________________________
block7d_expand_conv (Conv2D) (None, 19, 19, 3840) 2457600 block7c_add[0][0]
__________________________________________________________________________________________________
block7d_expand_bn (BatchNormali (None, 19, 19, 3840) 15360 block7d_expand_conv[0][0]
__________________________________________________________________________________________________
block7d_expand_activation (Acti (None, 19, 19, 3840) 0 block7d_expand_bn[0][0]
__________________________________________________________________________________________________
block7d_dwconv (DepthwiseConv2D (None, 19, 19, 3840) 34560 block7d_expand_activation[0][0]
__________________________________________________________________________________________________
block7d_bn (BatchNormalization) (None, 19, 19, 3840) 15360 block7d_dwconv[0][0]
__________________________________________________________________________________________________
block7d_activation (Activation) (None, 19, 19, 3840) 0 block7d_bn[0][0]
__________________________________________________________________________________________________
block7d_se_squeeze (GlobalAvera (None, 3840) 0 block7d_activation[0][0]
__________________________________________________________________________________________________
block7d_se_reshape (Reshape) (None, 1, 1, 3840) 0 block7d_se_squeeze[0][0]
__________________________________________________________________________________________________
block7d_se_reduce (Conv2D) (None, 1, 1, 160) 614560 block7d_se_reshape[0][0]
__________________________________________________________________________________________________
block7d_se_expand (Conv2D) (None, 1, 1, 3840) 618240 block7d_se_reduce[0][0]
__________________________________________________________________________________________________
broadcast_w19_d3840_3 (Lambda) (None, 19, 19, 3840) 0 block7d_se_expand[0][0]
__________________________________________________________________________________________________
block7d_se_excite (Multiply) (None, 19, 19, 3840) 0 block7d_activation[0][0]
broadcast_w19_d3840_3[0][0]
__________________________________________________________________________________________________
block7d_project_conv (Conv2D) (None, 19, 19, 640) 2457600 block7d_se_excite[0][0]
__________________________________________________________________________________________________
block7d_project_bn (BatchNormal (None, 19, 19, 640) 2560 block7d_project_conv[0][0]
__________________________________________________________________________________________________
block7d_drop_dropout (Dropout) (None, 19, 19, 640) 0 block7d_project_bn[0][0]
__________________________________________________________________________________________________
block7d_add (Add) (None, 19, 19, 640) 0 block7c_add[0][0]
block7d_drop_dropout[0][0]
__________________________________________________________________________________________________
top_conv (Conv2D) (None, 19, 19, 2560) 1638400 block7d_add[0][0]
__________________________________________________________________________________________________
top_bn (BatchNormalization) (None, 19, 19, 2560) 10240 top_conv[0][0]
__________________________________________________________________________________________________
top_activation (Activation) (None, 19, 19, 2560) 0 top_bn[0][0]
__________________________________________________________________________________________________
avg_pool (GlobalAveragePooling2 (None, 2560) 0 top_activation[0][0]
__________________________________________________________________________________________________
top_dropout (Dropout) (None, 2560) 0 avg_pool[0][0]
__________________________________________________________________________________________________
probs (Dense) (None, 1000) 2561000 top_dropout[0][0]
==================================================================================================
Total params: 66,658,680
Trainable params: 66,347,960
Non-trainable params: 310,720
__________________________________________________________________________________________________