Hi, I’m trying to process each item in batch at the same time.
Ex)
I have a batch (8 x 3 x 224 x 224) where its batch size is 8 and l also have a function whose input is one image (3 x 224 x 224).
Then, I want to repeat the same function on each image. I can do this by iterating all items like:
for i in range(data.shape[0]):
input[i] = function(inputs[i])
But I think this loop is too time-consuming. Is there a more efficient way to process a batch of data at the same time?