diff --git a/README.md b/README.md index 83f0754..13c2e1e 100644 --- a/README.md +++ b/README.md @@ -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) \ No newline at end of file +* 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 \ No newline at end of file diff --git a/struct_model_faces_classification.txt b/struct_model_faces_classification.txt new file mode 100644 index 0000000..45eb1be --- /dev/null +++ b/struct_model_faces_classification.txt @@ -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 +__________________________________________________________________________________________________