[ozinenko]

Sure, it is one of the works we cite. It seems to be mostly targeted at sparse computations and does not have GPU support.

Tensor Comprehensions does not try to manage memory and thus can be integrated into DL frameworks easily.

[fredrikbk]

That is correct (and we appreciate the citation). The tensor compiler (taco) has focused on compiling expressions that contain one or more sparse tensors so far and, even though it can generate code for dense expressions just fine, does not optimize these like TC, TCE, and XLA does. We are working on a scheduling language for it so that it will perform well across all types of formats and on GPUs.