in nlp where we always transform our whatever 512 sequence token sequence into a 512 token sequence and it is true here now the output is is going to be here on the right and the question always is okay so i'll go over these um these these pixels right here and for every pixel let's say for this pixel i'm going to ask what data goes there what's the output of the layer at that particular pixel and the output of the layer is going to be somehow dependent on on the input right here now if you know classic convolutional