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states_to_smiles.txt
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Model: "states_to_smiles_model"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
decoder_inputs (InputLayer) [(None, 70, 45)] 0 []
Decoded_state_h_0 (InputLayer) [(None, 512)] 0 []
Decoded_state_c_0 (InputLayer) [(None, 512)] 0 []
Decoder_LSTM_0 (LSTM) (None, 70, 512) 1142784 ['decoder_inputs[0][0]',
'Decoded_state_h_0[0][0]',
'Decoded_state_c_0[0][0]']
BN_decoder_0 (BatchNormalizati (None, 70, 512) 2048 ['Decoder_LSTM_0[0][0]']
on)
Decoded_state_h_1 (InputLayer) [(None, 512)] 0 []
Decoded_state_c_1 (InputLayer) [(None, 512)] 0 []
Decoder_LSTM_1 (LSTM) (None, 70, 512) 2099200 ['BN_decoder_0[0][0]',
'Decoded_state_h_1[0][0]',
'Decoded_state_c_1[0][0]']
BN_decoder_1 (BatchNormalizati (None, 70, 512) 2048 ['Decoder_LSTM_1[0][0]']
on)
Decoder_Dense (Dense) (None, 70, 45) 23085 ['BN_decoder_1[0][0]']
==================================================================================================
Total params: 3,269,165
Trainable params: 3,267,117
Non-trainable params: 2,048
__________________________________________________________________________________________________