llvm-project/mlir/test/Dialect/Affine/loop-tiling-validity.mlir
Julian Gross e2310704d8 [MLIR] Create memref dialect and move dialect-specific ops from std.
Create the memref dialect and move dialect-specific ops
from std dialect to this dialect.

Moved ops:
AllocOp -> MemRef_AllocOp
AllocaOp -> MemRef_AllocaOp
AssumeAlignmentOp -> MemRef_AssumeAlignmentOp
DeallocOp -> MemRef_DeallocOp
DimOp -> MemRef_DimOp
MemRefCastOp -> MemRef_CastOp
MemRefReinterpretCastOp -> MemRef_ReinterpretCastOp
GetGlobalMemRefOp -> MemRef_GetGlobalOp
GlobalMemRefOp -> MemRef_GlobalOp
LoadOp -> MemRef_LoadOp
PrefetchOp -> MemRef_PrefetchOp
ReshapeOp -> MemRef_ReshapeOp
StoreOp -> MemRef_StoreOp
SubViewOp -> MemRef_SubViewOp
TransposeOp -> MemRef_TransposeOp
TensorLoadOp -> MemRef_TensorLoadOp
TensorStoreOp -> MemRef_TensorStoreOp
TensorToMemRefOp -> MemRef_BufferCastOp
ViewOp -> MemRef_ViewOp

The roadmap to split the memref dialect from std is discussed here:
https://llvm.discourse.group/t/rfc-split-the-memref-dialect-from-std/2667

Differential Revision: https://reviews.llvm.org/D98041
2021-03-15 11:14:09 +01:00

49 lines
1.4 KiB
MLIR

// RUN: mlir-opt %s -split-input-file -affine-loop-tile="tile-size=32" -verify-diagnostics | FileCheck %s
// -----
// There is no dependence violated in this case. No error should be raised.
// CHECK-DAG: [[$LB:#map[0-9]+]] = affine_map<(d0) -> (d0)>
// CHECK-DAG: [[$UB:#map[0-9]+]] = affine_map<(d0) -> (d0 + 32)>
// CHECK-LABEL: func @legal_loop()
func @legal_loop() {
%0 = memref.alloc() : memref<64xf32>
affine.for %i = 0 to 64 {
%1 = affine.load %0[%i] : memref<64xf32>
%2 = addf %1, %1 : f32
affine.store %2, %0[%i] : memref<64xf32>
}
return
}
// CHECK: affine.for %{{.*}} = 0 to 64 step 32 {
// CHECK-NEXT: affine.for %{{.*}} = [[$LB]](%{{.*}}) to [[$UB]](%{{.*}}) {
// -----
// There are dependences along the diagonal of the 2d iteration space,
// specifically, they are of direction (+, -).
// The default tiling method (hyper-rect) will violate tiling legality.
// We expect a remark that points that issue out to be emitted.
// CHECK-LABEL: func @illegal_loop_with_diag_dependence
func @illegal_loop_with_diag_dependence() {
%A = memref.alloc() : memref<64x64xf32>
affine.for %i = 0 to 64 {
// expected-remark@above {{tiled code is illegal due to dependences}}
affine.for %j = 0 to 64 {
%0 = affine.load %A[%j, %i] : memref<64x64xf32>
%1 = affine.load %A[%i, %j - 1] : memref<64x64xf32>
%2 = addf %0, %1 : f32
affine.store %2, %A[%i, %j] : memref<64x64xf32>
}
}
return
}