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// RUN: mlir-opt %s -test-vector-unrolling-patterns=unroll-based-on-type | FileCheck %s
func @vector_contract_f32(%lhs : vector<8x8xf32>, %rhs : vector<8x8xf32>,
%init : vector<8x8xf32>) -> vector<8x8xf32> {
%0 = vector.contract
{indexing_maps = [affine_map<(i, j, k) -> (i, k)>,
affine_map<(i, j, k) -> (j, k)>,
affine_map<(i, j, k) -> (i, j)>],
iterator_types = ["parallel", "parallel", "reduction"]}
%lhs, %rhs, %init : vector<8x8xf32>, vector<8x8xf32> into vector<8x8xf32>
return %0 : vector<8x8xf32>
}
// CHECK-LABEL: func @vector_contract_f32
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x2xf32>, vector<4x2xf32> into vector<4x4xf32>
// CHECK: return
func @vector_contract_f16(%lhs : vector<8x8xf16>, %rhs : vector<8x8xf16>,
%init : vector<8x8xf16>) -> vector<8x8xf16> {
%0 = vector.contract
{indexing_maps = [affine_map<(i, j, k) -> (i, k)>,
affine_map<(i, j, k) -> (j, k)>,
affine_map<(i, j, k) -> (i, j)>],
iterator_types = ["parallel", "parallel", "reduction"]}
%lhs, %rhs, %init : vector<8x8xf16>, vector<8x8xf16> into vector<8x8xf16>
return %0 : vector<8x8xf16>
}
// CHECK-LABEL: func @vector_contract_f16
// CHECK: vector.contract {
// CHECK-SAME: vector<4x4xf16>, vector<4x4xf16> into vector<4x4xf16>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x4xf16>, vector<4x4xf16> into vector<4x4xf16>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x4xf16>, vector<4x4xf16> into vector<4x4xf16>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x4xf16>, vector<4x4xf16> into vector<4x4xf16>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x4xf16>, vector<4x4xf16> into vector<4x4xf16>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x4xf16>, vector<4x4xf16> into vector<4x4xf16>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x4xf16>, vector<4x4xf16> into vector<4x4xf16>
// CHECK: vector.contract {
// CHECK-SAME: vector<4x4xf16>, vector<4x4xf16> into vector<4x4xf16>
// CHECK: return
func @vector_fma(%a: vector<4x4xf32>, %b: vector<4x4xf32>, %c: vector<4x4xf32>) -> vector<4x4xf32> {
%0 = vector.fma %a, %b, %c: vector<4x4xf32>
return %0 : vector<4x4xf32>
}
// CHECK-LABEL: func @vector_fma
// CHECK-COUNT-4: vector.fma %{{.+}}, %{{.+}}, %{{.+}} : vector<2x2xf32>
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