torch-mlir

Author	SHA1	Message	Date
Sean Silva	c6d56fed8a	Add unary tanh lowering.	2021-03-30 16:39:49 -07:00
Sean Silva	99178a167d	Bump llvm-project to 0524a09cc7e1a0797982feacf505825231efbee7 - renames of OwningRewritePatternList -> RewritePatternSet - also `insert` to `add` - RewritePatternSet holds a context now - memref dialect split from std	2021-03-23 14:29:05 -07:00
Aaron Arthurs	4fd9b4afb5	Import ATen conv2d conversion and test (#180 ) * Import ATen conv2d conversion and test This is a first attempt at expanding ATen-to-TCF conversion for the conv2d operator. Eventually, this will come in use when lowering a high-level conv-based model.	2021-03-12 17:21:16 -08:00
Sean Silva	1dfcfa9cd1	Add aten.mm op and "test" it e2e. Note that unlike aten.matmul which has dynamic behavior depending on the argument ranks (can do matrix-matrix, matrix-vector, batch matmul, etc.), aten.mm is just a vanilla matrix multiply, which can be lowered precisely to tcf.matmul. The "test" is really just an example that I stared at while getting my feet wet with this. We probably want something that actually tests this as part of `ninja check-npcomp`.	2020-11-20 17:21:24 -08:00
Stella Laurenzo	e60dc2470e	Add aten.maximum op and conversions from aten->tcf. * Conversions are very simple, suporting mul, maximum and add (alpha=1 only). * Example added with pass pipeline needed to run. * Much missing off of the golden path but sufficient for such simple cases.	2020-11-04 17:20:54 -08:00