lower-affine-to-vector.mlir
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// RUN: mlir-opt -lower-affine --split-input-file %s | FileCheck %s
// CHECK-LABEL: func @affine_vector_load
func @affine_vector_load(%arg0 : index) {
%0 = alloc() : memref<100xf32>
affine.for %i0 = 0 to 16 {
%1 = affine.vector_load %0[%i0 + symbol(%arg0) + 7] : memref<100xf32>, vector<8xf32>
}
// CHECK: %[[buf:.*]] = alloc
// CHECK: %[[a:.*]] = addi %{{.*}}, %{{.*}} : index
// CHECK-NEXT: %[[c7:.*]] = constant 7 : index
// CHECK-NEXT: %[[b:.*]] = addi %[[a]], %[[c7]] : index
// CHECK-NEXT: %[[pad:.*]] = constant 0.0
// CHECK-NEXT: vector.transfer_read %[[buf]][%[[b]]], %[[pad]] : memref<100xf32>, vector<8xf32>
return
}
// -----
// CHECK-LABEL: func @affine_vector_store
func @affine_vector_store(%arg0 : index) {
%0 = alloc() : memref<100xf32>
%1 = constant dense<11.0> : vector<4xf32>
affine.for %i0 = 0 to 16 {
affine.vector_store %1, %0[%i0 - symbol(%arg0) + 7] : memref<100xf32>, vector<4xf32>
}
// CHECK: %[[buf:.*]] = alloc
// CHECK: %[[val:.*]] = constant dense
// CHECK: %[[c_1:.*]] = constant -1 : index
// CHECK-NEXT: %[[a:.*]] = muli %arg0, %[[c_1]] : index
// CHECK-NEXT: %[[b:.*]] = addi %{{.*}}, %[[a]] : index
// CHECK-NEXT: %[[c7:.*]] = constant 7 : index
// CHECK-NEXT: %[[c:.*]] = addi %[[b]], %[[c7]] : index
// CHECK-NEXT: vector.transfer_write %[[val]], %[[buf]][%[[c]]] : vector<4xf32>, memref<100xf32>
return
}
// -----
// CHECK-LABEL: func @affine_vector_load
func @affine_vector_load(%arg0 : index) {
%0 = alloc() : memref<100xf32>
affine.for %i0 = 0 to 16 {
%1 = affine.vector_load %0[%i0 + symbol(%arg0) + 7] : memref<100xf32>, vector<8xf32>
}
// CHECK: %[[buf:.*]] = alloc
// CHECK: %[[a:.*]] = addi %{{.*}}, %{{.*}} : index
// CHECK-NEXT: %[[c7:.*]] = constant 7 : index
// CHECK-NEXT: %[[b:.*]] = addi %[[a]], %[[c7]] : index
// CHECK-NEXT: %[[pad:.*]] = constant 0.0
// CHECK-NEXT: vector.transfer_read %[[buf]][%[[b]]], %[[pad]] : memref<100xf32>, vector<8xf32>
return
}
// -----
// CHECK-LABEL: func @affine_vector_store
func @affine_vector_store(%arg0 : index) {
%0 = alloc() : memref<100xf32>
%1 = constant dense<11.0> : vector<4xf32>
affine.for %i0 = 0 to 16 {
affine.vector_store %1, %0[%i0 - symbol(%arg0) + 7] : memref<100xf32>, vector<4xf32>
}
// CHECK: %[[buf:.*]] = alloc
// CHECK: %[[val:.*]] = constant dense
// CHECK: %[[c_1:.*]] = constant -1 : index
// CHECK-NEXT: %[[a:.*]] = muli %arg0, %[[c_1]] : index
// CHECK-NEXT: %[[b:.*]] = addi %{{.*}}, %[[a]] : index
// CHECK-NEXT: %[[c7:.*]] = constant 7 : index
// CHECK-NEXT: %[[c:.*]] = addi %[[b]], %[[c7]] : index
// CHECK-NEXT: vector.transfer_write %[[val]], %[[buf]][%[[c]]] : vector<4xf32>, memref<100xf32>
return
}
// -----
// CHECK-LABEL: func @vector_load_2d
func @vector_load_2d() {
%0 = alloc() : memref<100x100xf32>
affine.for %i0 = 0 to 16 step 2{
affine.for %i1 = 0 to 16 step 8 {
%1 = affine.vector_load %0[%i0, %i1] : memref<100x100xf32>, vector<2x8xf32>
// CHECK: %[[buf:.*]] = alloc
// CHECK: scf.for %[[i0:.*]] =
// CHECK: scf.for %[[i1:.*]] =
// CHECK-NEXT: %[[pad:.*]] = constant 0.0
// CHECK-NEXT: vector.transfer_read %[[buf]][%[[i0]], %[[i1]]], %[[pad]] : memref<100x100xf32>, vector<2x8xf32>
}
}
return
}
// -----
// CHECK-LABEL: func @vector_store_2d
func @vector_store_2d() {
%0 = alloc() : memref<100x100xf32>
%1 = constant dense<11.0> : vector<2x8xf32>
affine.for %i0 = 0 to 16 step 2{
affine.for %i1 = 0 to 16 step 8 {
affine.vector_store %1, %0[%i0, %i1] : memref<100x100xf32>, vector<2x8xf32>
// CHECK: %[[buf:.*]] = alloc
// CHECK: %[[val:.*]] = constant dense
// CHECK: scf.for %[[i0:.*]] =
// CHECK: scf.for %[[i1:.*]] =
// CHECK-NEXT: vector.transfer_write %[[val]], %[[buf]][%[[i0]], %[[i1]]] : vector<2x8xf32>, memref<100x100xf32>
}
}
return
}