paulprasanth536

This is the input code I've Given: X_array=np.asarray(X_train).astype(np.int) y_array=np.asarray(y_train).astype(np.int) X_shaped = np.reshape(X_array, newshape=(-1,18727,3)) y_shaped = np.reshape(y_array,newshape=(-1,18727,2)) model = Sequential() model.add(LSTM(units=1, input_shape=(10000,3), return_sequences=True)) model.add(LSTMt_shape=(1,18727,3),dropout=0.25,return_sequences=True, input_shape=(-1,18727,2))) model.add(LSTM(132,batch_input_shape=(1,18727,2),dropout=0.25,return_sequences=True)) model.add(Dense(1,batch_input_shape=(1,18727,3),activation='softmax',batch_size=32)) model.add(Dense(1,batch_input_shape=(1,18727,2),activation='softmax',batch_size=32)) model.compile(loss="mean_absolute_error", optimizer="adam", metrics=...

The given below is the error I've got. Epoch 1/25 WARNING:tensorflow:Model was constructed with shape (None, 18729, 2, 1) for input KerasTensor(type_spec=TensorSpec(shape=(None, 18729, 2, 1), dtype=tf.float32, name='conv2d_16_input'), name='conv2d_16_input', description="created by...