This is in fact an issue: large enough inputs exceed the maximum size of a blob and cannot be processed. Unless the problem truly calls for the full size to solve it, you could slice up the input into several smaller inputs to process separately.

[yflv-yanxia]

Originally posted by @shelhamer in #5067 (comment)