Add second model structure

This commit is contained in:
Pierre HUBERT 2023-04-14 00:14:59 +02:00
parent a7df65b7d9
commit 387487e748
2 changed files with 917 additions and 1 deletions

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@ -118,4 +118,8 @@ Voici quelques exemples :
* En entrée :
* Les visages à classifier sont redimensionnés pour avoir une taille de 160x160 pixels (avec trois cannaux : rouge, vert, bleu).
* Chaque pixel fait l'objet d'un traitement de normalisation : `(valeur - moyenne) / écart type`
* En sortie : Le modèle retourne pour chaque visage fournit en entrée les embeddings (la suite de nombre donnée en exemple ci-dessus)
* En sortie : Le modèle retourne pour chaque visage fournit en entrée les embeddings (la suite de nombre donnée en exemple ci-dessus - 128 nombres au total)
## Structure des modèle
* Modèle de détection des visages : structure indisponible
* Modèle de classification des visages : [struct_model_faces_classification](struct_model_faces_classification.txt) -> Près de 23 millions de poids / paramètres

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@ -0,0 +1,912 @@
Model: "inception_resnet_v1"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_1 (InputLayer) [(None, 160, 160, 3) 0
__________________________________________________________________________________________________
Conv2d_1a_3x3 (Conv2D) (None, 79, 79, 32) 864 input_1[0][0]
__________________________________________________________________________________________________
Conv2d_1a_3x3_BatchNorm (BatchN (None, 79, 79, 32) 96 Conv2d_1a_3x3[0][0]
__________________________________________________________________________________________________
Conv2d_1a_3x3_Activation (Activ (None, 79, 79, 32) 0 Conv2d_1a_3x3_BatchNorm[0][0]
__________________________________________________________________________________________________
Conv2d_2a_3x3 (Conv2D) (None, 77, 77, 32) 9216 Conv2d_1a_3x3_Activation[0][0]
__________________________________________________________________________________________________
Conv2d_2a_3x3_BatchNorm (BatchN (None, 77, 77, 32) 96 Conv2d_2a_3x3[0][0]
__________________________________________________________________________________________________
Conv2d_2a_3x3_Activation (Activ (None, 77, 77, 32) 0 Conv2d_2a_3x3_BatchNorm[0][0]
__________________________________________________________________________________________________
Conv2d_2b_3x3 (Conv2D) (None, 77, 77, 64) 18432 Conv2d_2a_3x3_Activation[0][0]
__________________________________________________________________________________________________
Conv2d_2b_3x3_BatchNorm (BatchN (None, 77, 77, 64) 192 Conv2d_2b_3x3[0][0]
__________________________________________________________________________________________________
Conv2d_2b_3x3_Activation (Activ (None, 77, 77, 64) 0 Conv2d_2b_3x3_BatchNorm[0][0]
__________________________________________________________________________________________________
MaxPool_3a_3x3 (MaxPooling2D) (None, 38, 38, 64) 0 Conv2d_2b_3x3_Activation[0][0]
__________________________________________________________________________________________________
Conv2d_3b_1x1 (Conv2D) (None, 38, 38, 80) 5120 MaxPool_3a_3x3[0][0]
__________________________________________________________________________________________________
Conv2d_3b_1x1_BatchNorm (BatchN (None, 38, 38, 80) 240 Conv2d_3b_1x1[0][0]
__________________________________________________________________________________________________
Conv2d_3b_1x1_Activation (Activ (None, 38, 38, 80) 0 Conv2d_3b_1x1_BatchNorm[0][0]
__________________________________________________________________________________________________
Conv2d_4a_3x3 (Conv2D) (None, 36, 36, 192) 138240 Conv2d_3b_1x1_Activation[0][0]
__________________________________________________________________________________________________
Conv2d_4a_3x3_BatchNorm (BatchN (None, 36, 36, 192) 576 Conv2d_4a_3x3[0][0]
__________________________________________________________________________________________________
Conv2d_4a_3x3_Activation (Activ (None, 36, 36, 192) 0 Conv2d_4a_3x3_BatchNorm[0][0]
__________________________________________________________________________________________________
Conv2d_4b_3x3 (Conv2D) (None, 17, 17, 256) 442368 Conv2d_4a_3x3_Activation[0][0]
__________________________________________________________________________________________________
Conv2d_4b_3x3_BatchNorm (BatchN (None, 17, 17, 256) 768 Conv2d_4b_3x3[0][0]
__________________________________________________________________________________________________
Conv2d_4b_3x3_Activation (Activ (None, 17, 17, 256) 0 Conv2d_4b_3x3_BatchNorm[0][0]
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 8192 Conv2d_4b_3x3_Activation[0][0]
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 96 Block35_1_Branch_2_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 0 Block35_1_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 8192 Conv2d_4b_3x3_Activation[0][0]
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 9216 Block35_1_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 96 Block35_1_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 96 Block35_1_Branch_2_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 0 Block35_1_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 0 Block35_1_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_1_Branch_0_Conv2d_1x1 ( (None, 17, 17, 32) 8192 Conv2d_4b_3x3_Activation[0][0]
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 9216 Block35_1_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 9216 Block35_1_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_1_Branch_0_Conv2d_1x1_B (None, 17, 17, 32) 96 Block35_1_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 96 Block35_1_Branch_1_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 96 Block35_1_Branch_2_Conv2d_0c_3x3[
__________________________________________________________________________________________________
Block35_1_Branch_0_Conv2d_1x1_A (None, 17, 17, 32) 0 Block35_1_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 0 Block35_1_Branch_1_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 0 Block35_1_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_1_Concatenate (Concaten (None, 17, 17, 96) 0 Block35_1_Branch_0_Conv2d_1x1_Act
Block35_1_Branch_1_Conv2d_0b_3x3_
Block35_1_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_1_Conv2d_1x1 (Conv2D) (None, 17, 17, 256) 24832 Block35_1_Concatenate[0][0]
__________________________________________________________________________________________________
Block35_1_ScaleSum (Lambda) (None, 17, 17, 256) 0 Conv2d_4b_3x3_Activation[0][0]
Block35_1_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block35_1_Activation (Activatio (None, 17, 17, 256) 0 Block35_1_ScaleSum[0][0]
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 8192 Block35_1_Activation[0][0]
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 96 Block35_2_Branch_2_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 0 Block35_2_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 8192 Block35_1_Activation[0][0]
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 9216 Block35_2_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 96 Block35_2_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 96 Block35_2_Branch_2_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 0 Block35_2_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 0 Block35_2_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_2_Branch_0_Conv2d_1x1 ( (None, 17, 17, 32) 8192 Block35_1_Activation[0][0]
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 9216 Block35_2_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 9216 Block35_2_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_2_Branch_0_Conv2d_1x1_B (None, 17, 17, 32) 96 Block35_2_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 96 Block35_2_Branch_1_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 96 Block35_2_Branch_2_Conv2d_0c_3x3[
__________________________________________________________________________________________________
Block35_2_Branch_0_Conv2d_1x1_A (None, 17, 17, 32) 0 Block35_2_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 0 Block35_2_Branch_1_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 0 Block35_2_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_2_Concatenate (Concaten (None, 17, 17, 96) 0 Block35_2_Branch_0_Conv2d_1x1_Act
Block35_2_Branch_1_Conv2d_0b_3x3_
Block35_2_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_2_Conv2d_1x1 (Conv2D) (None, 17, 17, 256) 24832 Block35_2_Concatenate[0][0]
__________________________________________________________________________________________________
Block35_2_ScaleSum (Lambda) (None, 17, 17, 256) 0 Block35_1_Activation[0][0]
Block35_2_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block35_2_Activation (Activatio (None, 17, 17, 256) 0 Block35_2_ScaleSum[0][0]
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 8192 Block35_2_Activation[0][0]
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 96 Block35_3_Branch_2_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 0 Block35_3_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 8192 Block35_2_Activation[0][0]
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 9216 Block35_3_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 96 Block35_3_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 96 Block35_3_Branch_2_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 0 Block35_3_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 0 Block35_3_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_3_Branch_0_Conv2d_1x1 ( (None, 17, 17, 32) 8192 Block35_2_Activation[0][0]
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 9216 Block35_3_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 9216 Block35_3_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_3_Branch_0_Conv2d_1x1_B (None, 17, 17, 32) 96 Block35_3_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 96 Block35_3_Branch_1_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 96 Block35_3_Branch_2_Conv2d_0c_3x3[
__________________________________________________________________________________________________
Block35_3_Branch_0_Conv2d_1x1_A (None, 17, 17, 32) 0 Block35_3_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 0 Block35_3_Branch_1_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 0 Block35_3_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_3_Concatenate (Concaten (None, 17, 17, 96) 0 Block35_3_Branch_0_Conv2d_1x1_Act
Block35_3_Branch_1_Conv2d_0b_3x3_
Block35_3_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_3_Conv2d_1x1 (Conv2D) (None, 17, 17, 256) 24832 Block35_3_Concatenate[0][0]
__________________________________________________________________________________________________
Block35_3_ScaleSum (Lambda) (None, 17, 17, 256) 0 Block35_2_Activation[0][0]
Block35_3_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block35_3_Activation (Activatio (None, 17, 17, 256) 0 Block35_3_ScaleSum[0][0]
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 8192 Block35_3_Activation[0][0]
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 96 Block35_4_Branch_2_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 0 Block35_4_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 8192 Block35_3_Activation[0][0]
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 9216 Block35_4_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 96 Block35_4_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 96 Block35_4_Branch_2_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 0 Block35_4_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 0 Block35_4_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_4_Branch_0_Conv2d_1x1 ( (None, 17, 17, 32) 8192 Block35_3_Activation[0][0]
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 9216 Block35_4_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 9216 Block35_4_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_4_Branch_0_Conv2d_1x1_B (None, 17, 17, 32) 96 Block35_4_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 96 Block35_4_Branch_1_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 96 Block35_4_Branch_2_Conv2d_0c_3x3[
__________________________________________________________________________________________________
Block35_4_Branch_0_Conv2d_1x1_A (None, 17, 17, 32) 0 Block35_4_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 0 Block35_4_Branch_1_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 0 Block35_4_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_4_Concatenate (Concaten (None, 17, 17, 96) 0 Block35_4_Branch_0_Conv2d_1x1_Act
Block35_4_Branch_1_Conv2d_0b_3x3_
Block35_4_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_4_Conv2d_1x1 (Conv2D) (None, 17, 17, 256) 24832 Block35_4_Concatenate[0][0]
__________________________________________________________________________________________________
Block35_4_ScaleSum (Lambda) (None, 17, 17, 256) 0 Block35_3_Activation[0][0]
Block35_4_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block35_4_Activation (Activatio (None, 17, 17, 256) 0 Block35_4_ScaleSum[0][0]
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 8192 Block35_4_Activation[0][0]
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 96 Block35_5_Branch_2_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0a_1x (None, 17, 17, 32) 0 Block35_5_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 8192 Block35_4_Activation[0][0]
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 9216 Block35_5_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 96 Block35_5_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 96 Block35_5_Branch_2_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0a_1x (None, 17, 17, 32) 0 Block35_5_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0b_3x (None, 17, 17, 32) 0 Block35_5_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_5_Branch_0_Conv2d_1x1 ( (None, 17, 17, 32) 8192 Block35_4_Activation[0][0]
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 9216 Block35_5_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 9216 Block35_5_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_5_Branch_0_Conv2d_1x1_B (None, 17, 17, 32) 96 Block35_5_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 96 Block35_5_Branch_1_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 96 Block35_5_Branch_2_Conv2d_0c_3x3[
__________________________________________________________________________________________________
Block35_5_Branch_0_Conv2d_1x1_A (None, 17, 17, 32) 0 Block35_5_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0b_3x (None, 17, 17, 32) 0 Block35_5_Branch_1_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0c_3x (None, 17, 17, 32) 0 Block35_5_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_5_Concatenate (Concaten (None, 17, 17, 96) 0 Block35_5_Branch_0_Conv2d_1x1_Act
Block35_5_Branch_1_Conv2d_0b_3x3_
Block35_5_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_5_Conv2d_1x1 (Conv2D) (None, 17, 17, 256) 24832 Block35_5_Concatenate[0][0]
__________________________________________________________________________________________________
Block35_5_ScaleSum (Lambda) (None, 17, 17, 256) 0 Block35_4_Activation[0][0]
Block35_5_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block35_5_Activation (Activatio (None, 17, 17, 256) 0 Block35_5_ScaleSum[0][0]
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0a_1x1 (None, 17, 17, 192) 49152 Block35_5_Activation[0][0]
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0a_1x1 (None, 17, 17, 192) 576 Mixed_6a_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0a_1x1 (None, 17, 17, 192) 0 Mixed_6a_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0b_3x3 (None, 17, 17, 192) 331776 Mixed_6a_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0b_3x3 (None, 17, 17, 192) 576 Mixed_6a_Branch_1_Conv2d_0b_3x3[0
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0b_3x3 (None, 17, 17, 192) 0 Mixed_6a_Branch_1_Conv2d_0b_3x3_B
__________________________________________________________________________________________________
Mixed_6a_Branch_0_Conv2d_1a_3x3 (None, 8, 8, 384) 884736 Block35_5_Activation[0][0]
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_1a_3x3 (None, 8, 8, 256) 442368 Mixed_6a_Branch_1_Conv2d_0b_3x3_A
__________________________________________________________________________________________________
Mixed_6a_Branch_0_Conv2d_1a_3x3 (None, 8, 8, 384) 1152 Mixed_6a_Branch_0_Conv2d_1a_3x3[0
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_1a_3x3 (None, 8, 8, 256) 768 Mixed_6a_Branch_1_Conv2d_1a_3x3[0
__________________________________________________________________________________________________
Mixed_6a_Branch_0_Conv2d_1a_3x3 (None, 8, 8, 384) 0 Mixed_6a_Branch_0_Conv2d_1a_3x3_B
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_1a_3x3 (None, 8, 8, 256) 0 Mixed_6a_Branch_1_Conv2d_1a_3x3_B
__________________________________________________________________________________________________
Mixed_6a_Branch_2_MaxPool_1a_3x (None, 8, 8, 256) 0 Block35_5_Activation[0][0]
__________________________________________________________________________________________________
Mixed_6a (Concatenate) (None, 8, 8, 896) 0 Mixed_6a_Branch_0_Conv2d_1a_3x3_A
Mixed_6a_Branch_1_Conv2d_1a_3x3_A
Mixed_6a_Branch_2_MaxPool_1a_3x3[
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 114688 Mixed_6a[0][0]
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 384 Block17_1_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 0 Block17_1_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 114688 Block17_1_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 384 Block17_1_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 0 Block17_1_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_1_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128) 114688 Mixed_6a[0][0]
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 114688 Block17_1_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_1_Branch_0_Conv2d_1x1_B (None, 8, 8, 128) 384 Block17_1_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 384 Block17_1_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_1_Branch_0_Conv2d_1x1_A (None, 8, 8, 128) 0 Block17_1_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 0 Block17_1_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_1_Concatenate (Concaten (None, 8, 8, 256) 0 Block17_1_Branch_0_Conv2d_1x1_Act
Block17_1_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_1_Conv2d_1x1 (Conv2D) (None, 8, 8, 896) 230272 Block17_1_Concatenate[0][0]
__________________________________________________________________________________________________
Block17_1_ScaleSum (Lambda) (None, 8, 8, 896) 0 Mixed_6a[0][0]
Block17_1_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block17_1_Activation (Activatio (None, 8, 8, 896) 0 Block17_1_ScaleSum[0][0]
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 114688 Block17_1_Activation[0][0]
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 384 Block17_2_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 0 Block17_2_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 114688 Block17_2_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 384 Block17_2_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 0 Block17_2_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_2_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128) 114688 Block17_1_Activation[0][0]
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 114688 Block17_2_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_2_Branch_0_Conv2d_1x1_B (None, 8, 8, 128) 384 Block17_2_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 384 Block17_2_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_2_Branch_0_Conv2d_1x1_A (None, 8, 8, 128) 0 Block17_2_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 0 Block17_2_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_2_Concatenate (Concaten (None, 8, 8, 256) 0 Block17_2_Branch_0_Conv2d_1x1_Act
Block17_2_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_2_Conv2d_1x1 (Conv2D) (None, 8, 8, 896) 230272 Block17_2_Concatenate[0][0]
__________________________________________________________________________________________________
Block17_2_ScaleSum (Lambda) (None, 8, 8, 896) 0 Block17_1_Activation[0][0]
Block17_2_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block17_2_Activation (Activatio (None, 8, 8, 896) 0 Block17_2_ScaleSum[0][0]
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 114688 Block17_2_Activation[0][0]
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 384 Block17_3_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 0 Block17_3_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 114688 Block17_3_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 384 Block17_3_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 0 Block17_3_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_3_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128) 114688 Block17_2_Activation[0][0]
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 114688 Block17_3_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_3_Branch_0_Conv2d_1x1_B (None, 8, 8, 128) 384 Block17_3_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 384 Block17_3_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_3_Branch_0_Conv2d_1x1_A (None, 8, 8, 128) 0 Block17_3_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 0 Block17_3_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_3_Concatenate (Concaten (None, 8, 8, 256) 0 Block17_3_Branch_0_Conv2d_1x1_Act
Block17_3_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_3_Conv2d_1x1 (Conv2D) (None, 8, 8, 896) 230272 Block17_3_Concatenate[0][0]
__________________________________________________________________________________________________
Block17_3_ScaleSum (Lambda) (None, 8, 8, 896) 0 Block17_2_Activation[0][0]
Block17_3_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block17_3_Activation (Activatio (None, 8, 8, 896) 0 Block17_3_ScaleSum[0][0]
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 114688 Block17_3_Activation[0][0]
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 384 Block17_4_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 0 Block17_4_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 114688 Block17_4_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 384 Block17_4_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 0 Block17_4_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_4_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128) 114688 Block17_3_Activation[0][0]
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 114688 Block17_4_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_4_Branch_0_Conv2d_1x1_B (None, 8, 8, 128) 384 Block17_4_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 384 Block17_4_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_4_Branch_0_Conv2d_1x1_A (None, 8, 8, 128) 0 Block17_4_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 0 Block17_4_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_4_Concatenate (Concaten (None, 8, 8, 256) 0 Block17_4_Branch_0_Conv2d_1x1_Act
Block17_4_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_4_Conv2d_1x1 (Conv2D) (None, 8, 8, 896) 230272 Block17_4_Concatenate[0][0]
__________________________________________________________________________________________________
Block17_4_ScaleSum (Lambda) (None, 8, 8, 896) 0 Block17_3_Activation[0][0]
Block17_4_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block17_4_Activation (Activatio (None, 8, 8, 896) 0 Block17_4_ScaleSum[0][0]
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 114688 Block17_4_Activation[0][0]
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 384 Block17_5_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 0 Block17_5_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 114688 Block17_5_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 384 Block17_5_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 0 Block17_5_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_5_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128) 114688 Block17_4_Activation[0][0]
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 114688 Block17_5_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_5_Branch_0_Conv2d_1x1_B (None, 8, 8, 128) 384 Block17_5_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 384 Block17_5_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_5_Branch_0_Conv2d_1x1_A (None, 8, 8, 128) 0 Block17_5_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 0 Block17_5_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_5_Concatenate (Concaten (None, 8, 8, 256) 0 Block17_5_Branch_0_Conv2d_1x1_Act
Block17_5_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_5_Conv2d_1x1 (Conv2D) (None, 8, 8, 896) 230272 Block17_5_Concatenate[0][0]
__________________________________________________________________________________________________
Block17_5_ScaleSum (Lambda) (None, 8, 8, 896) 0 Block17_4_Activation[0][0]
Block17_5_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block17_5_Activation (Activatio (None, 8, 8, 896) 0 Block17_5_ScaleSum[0][0]
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 114688 Block17_5_Activation[0][0]
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 384 Block17_6_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 0 Block17_6_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 114688 Block17_6_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 384 Block17_6_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 0 Block17_6_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_6_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128) 114688 Block17_5_Activation[0][0]
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 114688 Block17_6_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_6_Branch_0_Conv2d_1x1_B (None, 8, 8, 128) 384 Block17_6_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 384 Block17_6_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_6_Branch_0_Conv2d_1x1_A (None, 8, 8, 128) 0 Block17_6_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 0 Block17_6_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_6_Concatenate (Concaten (None, 8, 8, 256) 0 Block17_6_Branch_0_Conv2d_1x1_Act
Block17_6_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_6_Conv2d_1x1 (Conv2D) (None, 8, 8, 896) 230272 Block17_6_Concatenate[0][0]
__________________________________________________________________________________________________
Block17_6_ScaleSum (Lambda) (None, 8, 8, 896) 0 Block17_5_Activation[0][0]
Block17_6_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block17_6_Activation (Activatio (None, 8, 8, 896) 0 Block17_6_ScaleSum[0][0]
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 114688 Block17_6_Activation[0][0]
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 384 Block17_7_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 0 Block17_7_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 114688 Block17_7_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 384 Block17_7_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 0 Block17_7_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_7_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128) 114688 Block17_6_Activation[0][0]
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 114688 Block17_7_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_7_Branch_0_Conv2d_1x1_B (None, 8, 8, 128) 384 Block17_7_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 384 Block17_7_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_7_Branch_0_Conv2d_1x1_A (None, 8, 8, 128) 0 Block17_7_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 0 Block17_7_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_7_Concatenate (Concaten (None, 8, 8, 256) 0 Block17_7_Branch_0_Conv2d_1x1_Act
Block17_7_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_7_Conv2d_1x1 (Conv2D) (None, 8, 8, 896) 230272 Block17_7_Concatenate[0][0]
__________________________________________________________________________________________________
Block17_7_ScaleSum (Lambda) (None, 8, 8, 896) 0 Block17_6_Activation[0][0]
Block17_7_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block17_7_Activation (Activatio (None, 8, 8, 896) 0 Block17_7_ScaleSum[0][0]
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 114688 Block17_7_Activation[0][0]
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 384 Block17_8_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 0 Block17_8_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 114688 Block17_8_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 384 Block17_8_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 0 Block17_8_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_8_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128) 114688 Block17_7_Activation[0][0]
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 114688 Block17_8_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_8_Branch_0_Conv2d_1x1_B (None, 8, 8, 128) 384 Block17_8_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 384 Block17_8_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_8_Branch_0_Conv2d_1x1_A (None, 8, 8, 128) 0 Block17_8_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 0 Block17_8_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_8_Concatenate (Concaten (None, 8, 8, 256) 0 Block17_8_Branch_0_Conv2d_1x1_Act
Block17_8_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_8_Conv2d_1x1 (Conv2D) (None, 8, 8, 896) 230272 Block17_8_Concatenate[0][0]
__________________________________________________________________________________________________
Block17_8_ScaleSum (Lambda) (None, 8, 8, 896) 0 Block17_7_Activation[0][0]
Block17_8_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block17_8_Activation (Activatio (None, 8, 8, 896) 0 Block17_8_ScaleSum[0][0]
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 114688 Block17_8_Activation[0][0]
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 384 Block17_9_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0a_1x (None, 8, 8, 128) 0 Block17_9_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 114688 Block17_9_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 384 Block17_9_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0b_1x (None, 8, 8, 128) 0 Block17_9_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_9_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128) 114688 Block17_8_Activation[0][0]
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 114688 Block17_9_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_9_Branch_0_Conv2d_1x1_B (None, 8, 8, 128) 384 Block17_9_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 384 Block17_9_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_9_Branch_0_Conv2d_1x1_A (None, 8, 8, 128) 0 Block17_9_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0c_7x (None, 8, 8, 128) 0 Block17_9_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_9_Concatenate (Concaten (None, 8, 8, 256) 0 Block17_9_Branch_0_Conv2d_1x1_Act
Block17_9_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_9_Conv2d_1x1 (Conv2D) (None, 8, 8, 896) 230272 Block17_9_Concatenate[0][0]
__________________________________________________________________________________________________
Block17_9_ScaleSum (Lambda) (None, 8, 8, 896) 0 Block17_8_Activation[0][0]
Block17_9_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block17_9_Activation (Activatio (None, 8, 8, 896) 0 Block17_9_ScaleSum[0][0]
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0a_1 (None, 8, 8, 128) 114688 Block17_9_Activation[0][0]
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0a_1 (None, 8, 8, 128) 384 Block17_10_Branch_1_Conv2d_0a_1x1
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0a_1 (None, 8, 8, 128) 0 Block17_10_Branch_1_Conv2d_0a_1x1
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0b_1 (None, 8, 8, 128) 114688 Block17_10_Branch_1_Conv2d_0a_1x1
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0b_1 (None, 8, 8, 128) 384 Block17_10_Branch_1_Conv2d_0b_1x7
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0b_1 (None, 8, 8, 128) 0 Block17_10_Branch_1_Conv2d_0b_1x7
__________________________________________________________________________________________________
Block17_10_Branch_0_Conv2d_1x1 (None, 8, 8, 128) 114688 Block17_9_Activation[0][0]
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0c_7 (None, 8, 8, 128) 114688 Block17_10_Branch_1_Conv2d_0b_1x7
__________________________________________________________________________________________________
Block17_10_Branch_0_Conv2d_1x1_ (None, 8, 8, 128) 384 Block17_10_Branch_0_Conv2d_1x1[0]
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0c_7 (None, 8, 8, 128) 384 Block17_10_Branch_1_Conv2d_0c_7x1
__________________________________________________________________________________________________
Block17_10_Branch_0_Conv2d_1x1_ (None, 8, 8, 128) 0 Block17_10_Branch_0_Conv2d_1x1_Ba
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0c_7 (None, 8, 8, 128) 0 Block17_10_Branch_1_Conv2d_0c_7x1
__________________________________________________________________________________________________
Block17_10_Concatenate (Concate (None, 8, 8, 256) 0 Block17_10_Branch_0_Conv2d_1x1_Ac
Block17_10_Branch_1_Conv2d_0c_7x1
__________________________________________________________________________________________________
Block17_10_Conv2d_1x1 (Conv2D) (None, 8, 8, 896) 230272 Block17_10_Concatenate[0][0]
__________________________________________________________________________________________________
Block17_10_ScaleSum (Lambda) (None, 8, 8, 896) 0 Block17_9_Activation[0][0]
Block17_10_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block17_10_Activation (Activati (None, 8, 8, 896) 0 Block17_10_ScaleSum[0][0]
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0a_1x1 (None, 8, 8, 256) 229376 Block17_10_Activation[0][0]
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0a_1x1 (None, 8, 8, 256) 768 Mixed_7a_Branch_2_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0a_1x1 (None, 8, 8, 256) 0 Mixed_7a_Branch_2_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_0a_1x1 (None, 8, 8, 256) 229376 Block17_10_Activation[0][0]
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_0a_1x1 (None, 8, 8, 256) 229376 Block17_10_Activation[0][0]
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0b_3x3 (None, 8, 8, 256) 589824 Mixed_7a_Branch_2_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_0a_1x1 (None, 8, 8, 256) 768 Mixed_7a_Branch_0_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_0a_1x1 (None, 8, 8, 256) 768 Mixed_7a_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0b_3x3 (None, 8, 8, 256) 768 Mixed_7a_Branch_2_Conv2d_0b_3x3[0
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_0a_1x1 (None, 8, 8, 256) 0 Mixed_7a_Branch_0_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_0a_1x1 (None, 8, 8, 256) 0 Mixed_7a_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0b_3x3 (None, 8, 8, 256) 0 Mixed_7a_Branch_2_Conv2d_0b_3x3_B
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_1a_3x3 (None, 3, 3, 384) 884736 Mixed_7a_Branch_0_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_1a_3x3 (None, 3, 3, 256) 589824 Mixed_7a_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_1a_3x3 (None, 3, 3, 256) 589824 Mixed_7a_Branch_2_Conv2d_0b_3x3_A
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_1a_3x3 (None, 3, 3, 384) 1152 Mixed_7a_Branch_0_Conv2d_1a_3x3[0
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_1a_3x3 (None, 3, 3, 256) 768 Mixed_7a_Branch_1_Conv2d_1a_3x3[0
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_1a_3x3 (None, 3, 3, 256) 768 Mixed_7a_Branch_2_Conv2d_1a_3x3[0
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_1a_3x3 (None, 3, 3, 384) 0 Mixed_7a_Branch_0_Conv2d_1a_3x3_B
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_1a_3x3 (None, 3, 3, 256) 0 Mixed_7a_Branch_1_Conv2d_1a_3x3_B
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_1a_3x3 (None, 3, 3, 256) 0 Mixed_7a_Branch_2_Conv2d_1a_3x3_B
__________________________________________________________________________________________________
Mixed_7a_Branch_3_MaxPool_1a_3x (None, 3, 3, 896) 0 Block17_10_Activation[0][0]
__________________________________________________________________________________________________
Mixed_7a (Concatenate) (None, 3, 3, 1792) 0 Mixed_7a_Branch_0_Conv2d_1a_3x3_A
Mixed_7a_Branch_1_Conv2d_1a_3x3_A
Mixed_7a_Branch_2_Conv2d_1a_3x3_A
Mixed_7a_Branch_3_MaxPool_1a_3x3[
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 344064 Mixed_7a[0][0]
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 576 Block8_1_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 0 Block8_1_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 110592 Block8_1_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 576 Block8_1_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 0 Block8_1_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_1_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192) 344064 Mixed_7a[0][0]
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 110592 Block8_1_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_1_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192) 576 Block8_1_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 576 Block8_1_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_1_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192) 0 Block8_1_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 0 Block8_1_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_1_Concatenate (Concatena (None, 3, 3, 384) 0 Block8_1_Branch_0_Conv2d_1x1_Acti
Block8_1_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_1_Conv2d_1x1 (Conv2D) (None, 3, 3, 1792) 689920 Block8_1_Concatenate[0][0]
__________________________________________________________________________________________________
Block8_1_ScaleSum (Lambda) (None, 3, 3, 1792) 0 Mixed_7a[0][0]
Block8_1_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block8_1_Activation (Activation (None, 3, 3, 1792) 0 Block8_1_ScaleSum[0][0]
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 344064 Block8_1_Activation[0][0]
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 576 Block8_2_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 0 Block8_2_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 110592 Block8_2_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 576 Block8_2_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 0 Block8_2_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_2_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192) 344064 Block8_1_Activation[0][0]
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 110592 Block8_2_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_2_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192) 576 Block8_2_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 576 Block8_2_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_2_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192) 0 Block8_2_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 0 Block8_2_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_2_Concatenate (Concatena (None, 3, 3, 384) 0 Block8_2_Branch_0_Conv2d_1x1_Acti
Block8_2_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_2_Conv2d_1x1 (Conv2D) (None, 3, 3, 1792) 689920 Block8_2_Concatenate[0][0]
__________________________________________________________________________________________________
Block8_2_ScaleSum (Lambda) (None, 3, 3, 1792) 0 Block8_1_Activation[0][0]
Block8_2_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block8_2_Activation (Activation (None, 3, 3, 1792) 0 Block8_2_ScaleSum[0][0]
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 344064 Block8_2_Activation[0][0]
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 576 Block8_3_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 0 Block8_3_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 110592 Block8_3_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 576 Block8_3_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 0 Block8_3_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_3_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192) 344064 Block8_2_Activation[0][0]
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 110592 Block8_3_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_3_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192) 576 Block8_3_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 576 Block8_3_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_3_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192) 0 Block8_3_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 0 Block8_3_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_3_Concatenate (Concatena (None, 3, 3, 384) 0 Block8_3_Branch_0_Conv2d_1x1_Acti
Block8_3_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_3_Conv2d_1x1 (Conv2D) (None, 3, 3, 1792) 689920 Block8_3_Concatenate[0][0]
__________________________________________________________________________________________________
Block8_3_ScaleSum (Lambda) (None, 3, 3, 1792) 0 Block8_2_Activation[0][0]
Block8_3_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block8_3_Activation (Activation (None, 3, 3, 1792) 0 Block8_3_ScaleSum[0][0]
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 344064 Block8_3_Activation[0][0]
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 576 Block8_4_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 0 Block8_4_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 110592 Block8_4_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 576 Block8_4_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 0 Block8_4_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_4_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192) 344064 Block8_3_Activation[0][0]
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 110592 Block8_4_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_4_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192) 576 Block8_4_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 576 Block8_4_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_4_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192) 0 Block8_4_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 0 Block8_4_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_4_Concatenate (Concatena (None, 3, 3, 384) 0 Block8_4_Branch_0_Conv2d_1x1_Acti
Block8_4_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_4_Conv2d_1x1 (Conv2D) (None, 3, 3, 1792) 689920 Block8_4_Concatenate[0][0]
__________________________________________________________________________________________________
Block8_4_ScaleSum (Lambda) (None, 3, 3, 1792) 0 Block8_3_Activation[0][0]
Block8_4_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block8_4_Activation (Activation (None, 3, 3, 1792) 0 Block8_4_ScaleSum[0][0]
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 344064 Block8_4_Activation[0][0]
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 576 Block8_5_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 0 Block8_5_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 110592 Block8_5_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 576 Block8_5_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 0 Block8_5_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_5_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192) 344064 Block8_4_Activation[0][0]
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 110592 Block8_5_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_5_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192) 576 Block8_5_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 576 Block8_5_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_5_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192) 0 Block8_5_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 0 Block8_5_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_5_Concatenate (Concatena (None, 3, 3, 384) 0 Block8_5_Branch_0_Conv2d_1x1_Acti
Block8_5_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_5_Conv2d_1x1 (Conv2D) (None, 3, 3, 1792) 689920 Block8_5_Concatenate[0][0]
__________________________________________________________________________________________________
Block8_5_ScaleSum (Lambda) (None, 3, 3, 1792) 0 Block8_4_Activation[0][0]
Block8_5_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
Block8_5_Activation (Activation (None, 3, 3, 1792) 0 Block8_5_ScaleSum[0][0]
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 344064 Block8_5_Activation[0][0]
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 576 Block8_6_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192) 0 Block8_6_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 110592 Block8_6_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 576 Block8_6_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192) 0 Block8_6_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_6_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192) 344064 Block8_5_Activation[0][0]
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 110592 Block8_6_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_6_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192) 576 Block8_6_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 576 Block8_6_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_6_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192) 0 Block8_6_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192) 0 Block8_6_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_6_Concatenate (Concatena (None, 3, 3, 384) 0 Block8_6_Branch_0_Conv2d_1x1_Acti
Block8_6_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_6_Conv2d_1x1 (Conv2D) (None, 3, 3, 1792) 689920 Block8_6_Concatenate[0][0]
__________________________________________________________________________________________________
Block8_6_ScaleSum (Lambda) (None, 3, 3, 1792) 0 Block8_5_Activation[0][0]
Block8_6_Conv2d_1x1[0][0]
__________________________________________________________________________________________________
AvgPool (GlobalAveragePooling2D (None, 1792) 0 Block8_6_ScaleSum[0][0]
__________________________________________________________________________________________________
Dropout (Dropout) (None, 1792) 0 AvgPool[0][0]
__________________________________________________________________________________________________
Bottleneck (Dense) (None, 128) 229376 Dropout[0][0]
__________________________________________________________________________________________________
Bottleneck_BatchNorm (BatchNorm (None, 128) 384 Bottleneck[0][0]
==================================================================================================
Total params: 22,808,144
Trainable params: 22,779,312
Non-trainable params: 28,832
__________________________________________________________________________________________________