[Mlir-commits] [mlir] [mlir][ArmSME] Lower multi-tile stores to a single loop (PR #96187)
Cullen Rhodes
llvmlistbot at llvm.org
Tue Jun 25 01:58:06 PDT 2024
================
@@ -373,6 +374,139 @@ struct LegalizeTransferWriteOpsByDecomposition
}
};
+/// Legalize a multi-tile transfer_write as a single store loop. This is done as
+/// part of type decomposition as at this level we know each tile write is
+/// disjoint, but that information is lost after decomposition (without analysis
+/// to reconstruct it).
+///
+/// Example:
+///
+/// ```
+/// vector.transfer_write %vector, %dest[%y, %x], %mask
+/// : vector<[16]x[8]xi16>, memref<?x?xi16>
+/// ```
+/// Is rewritten to:
+/// ```
+/// scf.for %slice_idx = %c0 to %c8_vscale step %c1 {
+/// %upper_slice_y = arith.addi %slice_idx, %y : index
+/// %upper_slice_mask = vector.extract %mask[%slice_idx]
+/// : vector<[8]xi1> from vector<[16]x[8]xi1>
+/// %upper_slice = vector.extract %upper_tile[%slice_idx]
+/// : vector<[8]xi16> from vector<[8]x[8]xi16>
+/// vector.transfer_write %upper_slice,
+/// %dest[%upper_slice_y, %x], %upper_slice_mask
+/// : vector<[8]xi16>, memref<?x?xi16>
+/// // Same again for the lower tile:
+/// %lower_slice_idx = arith.addi %c8_vscale, %slice_idx : index
+/// %lower_slice_y = arith.addi %lower_slice_idx, %y : index
+/// %lower_slice_mask = vector.extract %mask[%lower_slice_idx]
+/// : vector<[8]xi1> from vector<[16]x[8]xi1>
+/// %lower_slice = vector.extract %lower_tile[%slice_idx]
+/// : vector<[8]xi16> from vector<[8]x[8]xi16>
+/// vector.transfer_write %lower_slice,
+/// %dest[%lower_slice_y, %x], %lower_slice_mask
+/// : vector<[8]xi16>, memref<?x?xi16>
+/// }
----------------
c-rhodes wrote:
this is dense, I think a simpler example like the unmasked `transfer_write_f16_scalable_16x8` would be fine.
https://github.com/llvm/llvm-project/pull/96187
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