A method of encoding a video sequence is proposed, which comprises: for a video encoding tool of a set of video encoding tools configured for encoding the video sequence comprised in a video encoder, determining a prediction of a configuration of the video encoder to use or not the video encoding tool for encoding the video sequence, and encoding, by the video encoder, the video sequence using a configuration of the video encoder based on the predicted configuration of the video encoder.