// RUN: mlir-opt %s -affine-super-vectorize="virtual-vector-size=128" -split-input-file | FileCheck %s // Specific tests to check vectorization of uniform/divergent values. // CHECK-LABEL: @uniform_arg // CHECK-SAME: %[[in:.*]]: memref<512xf32>, // CHECK-SAME: %[[uniform:.*]]: f32 func @uniform_arg(%in : memref<512xf32>, %uniform : f32) { affine.for %i = 0 to 512 { %ld = affine.load %in[%i] : memref<512xf32> %add = addf %ld, %uniform : f32 } return } // CHECK-NEXT: %[[bcast:.*]] = vector.broadcast %[[uniform]] : f32 to vector<128xf32> // CHECK-NEXT: affine.for // CHECK: addf %{{.*}}, %[[bcast]] : vector<128xf32> // ----- // CHECK-LABEL: @multi_use_uniform_arg // CHECK-SAME: %[[in:.*]]: memref<512xf32> // CHECK-SAME: %[[uniform:.*]]: f32 func @multi_use_uniform_arg(%in : memref<512xf32>, %uniform : f32) { affine.for %i = 0 to 512 { %ld = affine.load %in[%i] : memref<512xf32> %user0 = addf %ld, %uniform : f32 %user1 = addf %ld, %uniform : f32 } return } // CHECK-NEXT: %[[bcast:.*]] = vector.broadcast %[[uniform]] : f32 to vector<128xf32> // CHECK-NOT: vector.broadcast // CHECK-NEXT: affine.for // CHECK: addf %{{.*}}, %[[bcast]] : vector<128xf32> // CHECK: addf %{{.*}}, %[[bcast]] : vector<128xf32> // ----- // CHECK-LABEL: @uniform_load func @uniform_load(%A : memref, %C : memref) { %c0 = constant 0 : index %N = dim %A, %c0 : memref affine.for %i = 0 to %N { %uniform_ld = affine.load %A[%i, %i] : memref affine.for %j = 0 to %N { %b = affine.load %A[%i, %j] : memref %c = addf %uniform_ld, %b : f32 } } return } // CHECK: affine.for // CHECK-NEXT: %[[uniform_ld:.*]] = affine.load %{{.*}}[%{{.*}}, %{{.*}}] : memref // CHECK-NEXT: %[[bcast:.*]] = vector.broadcast %[[uniform_ld]] : f32 to vector<128xf32> // CHECK-NEXT: affine.for // CHECK: addf %[[bcast]], %{{.*}} : vector<128xf32>