| | Layer | Output shape | Param (#) |
| | Conv 2d (conv 2D) | (None 32, 32, 16) | 272 | | Batch_normalization_v1 | (None 32, 32, 16) | 64 | | Max_pooling 2D | (None 32, 32, 16) | 0 | | Conv2d_1 | (None 32, 32, 32) | 4640 | | Batch_normalization_v1_1 | (None 32, 32, 32) | 128 | | Max_pooling 2d_1 | (None 32, 32, 32) | 0 | | Conv2d_2 | (None 32, 32, 64) | 18496 | | Batch_normalization_v1_2 | (None 32, 32, 32) | 256 | | Conv2d_3 | (None 32, 32, 32) | 36928 | | Batch_normalization_v1_3 | (None 32, 32, 32) | 256 | | Conv2d_4 (conv 2D) | (None 8, 8, 32) | 18454 | | Batch_normalization_v1_4 | (None 8, 8, 32) | 128 | | Max_pooling 2d_2 | (None 8, 8, 32) | 0 | | Flatten layer | (None, 512) | 0 | | Dense layer | (None, 200) | 102600 | | Batch_normalization_v1_5 | (None, 200) | 800 | | Dropout (dropout) | (None, 200) | 0 | | Dense_1 (dense layer) | (None, 75) | 15075 | | Batch_normalization_v1_6 | (None, 75) | 300 | | Dropout_1 (dropout) | (None, 75) | 0 | | Dense_2 (dense) | (None, 2) | 152 |
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