[Mlir-commits] [mlir] [mlir][vector] Categorize Vector-to-LLVM conversion tests (PR #125918)
Andrzej Warzyński
llvmlistbot at llvm.org
Thu Feb 6 13:04:14 PST 2025
https://github.com/banach-space updated https://github.com/llvm/llvm-project/pull/125918
>From 62a9f368a77daee025a7ea36cc2c3438792b071b Mon Sep 17 00:00:00 2001
From: Andrzej Warzynski <andrzej.warzynski at arm.com>
Date: Wed, 5 Feb 2025 19:32:40 +0000
Subject: [PATCH] [mlir][vector] Categorize Vector-to-LLVM conversion tests
Following https://github.com/llvm/llvm-project/issues/124308, this patch
reorganizes the `vector-to-llvm.mlir` tests by splitting them into two
categories:
- **Basic conversion tests**: Tests that only require
`populateVectorToLLVMConversionPatterns`, focusing on the minimal
conversion from Vector to LLVM. These have been moved to
`vector-to-llvm-interface.mlir`.
- **Full pass tests**: Tests that require the complete
`ConvertVectorToLLVMPass`, which includes
`populateVectorToLLVMConversionPatterns` along with additional
patterns. These remain in `vector-to-llvm.mlir`.
This reorganization clarifies test coverage and helps avoid unnecessary
duplication.
---
.../vector-to-llvm-interface.mlir | 2402 +++++++++++++-
.../VectorToLLVM/vector-to-llvm.mlir | 2923 ++---------------
2 files changed, 2688 insertions(+), 2637 deletions(-)
diff --git a/mlir/test/Conversion/VectorToLLVM/vector-to-llvm-interface.mlir b/mlir/test/Conversion/VectorToLLVM/vector-to-llvm-interface.mlir
index 5252bb25ecab540..8ffc8fe491b8638 100644
--- a/mlir/test/Conversion/VectorToLLVM/vector-to-llvm-interface.mlir
+++ b/mlir/test/Conversion/VectorToLLVM/vector-to-llvm-interface.mlir
@@ -1,5 +1,17 @@
-// Most of the vector lowering is tested in vector-to-llvm.mlir, this file only for the interface smoke test
// RUN: mlir-opt --convert-to-llvm="filter-dialects=vector" --split-input-file %s | FileCheck %s
+// RUN: mlir-opt %s -convert-vector-to-llvm -split-input-file | FileCheck %s
+
+//===========================================================================//
+// Basic tests for Vector-to-LLVM conversion
+//
+// These examples are meant to be convertible to LLVM with:
+// * `populateVectorToLLVMConversionPatterns`,
+// i.e. no other patterns should be required.
+//===========================================================================//
+
+//===----------------------------------------------------------------------===//
+// vector.bitcast
+//===----------------------------------------------------------------------===//
func.func @bitcast_f32_to_i32_vector_0d(%arg0: vector<f32>) -> vector<i32> {
%0 = vector.bitcast %arg0 : vector<f32> to vector<i32>
@@ -12,3 +24,2391 @@ func.func @bitcast_f32_to_i32_vector_0d(%arg0: vector<f32>) -> vector<i32> {
// CHECK: %[[VEC_I32_1D:.*]] = llvm.bitcast %[[VEC_F32_1D]] : vector<1xf32> to vector<1xi32>
// CHECK: %[[VEC_I32_0D:.*]] = builtin.unrealized_conversion_cast %[[VEC_I32_1D]] : vector<1xi32> to vector<i32>
// CHECK: return %[[VEC_I32_0D]] : vector<i32>
+
+// -----
+
+func.func @bitcast_f32_to_i32_vector(%arg0: vector<16xf32>) -> vector<16xi32> {
+ %0 = vector.bitcast %arg0 : vector<16xf32> to vector<16xi32>
+ return %0 : vector<16xi32>
+}
+
+
+// CHECK-LABEL: @bitcast_f32_to_i32_vector
+// CHECK-SAME: %[[ARG_0:.*]]: vector<16xf32>
+// CHECK: llvm.bitcast %[[ARG_0]] : vector<16xf32> to vector<16xi32>
+
+// -----
+
+func.func @bitcast_f32_to_i32_vector_scalable(%arg0: vector<[16]xf32>) -> vector<[16]xi32> {
+ %0 = vector.bitcast %arg0 : vector<[16]xf32> to vector<[16]xi32>
+ return %0 : vector<[16]xi32>
+}
+
+// CHECK-LABEL: @bitcast_f32_to_i32_vector_scalable
+// CHECK-SAME: %[[ARG_0:.*]]: vector<[16]xf32>
+// CHECK: llvm.bitcast %[[ARG_0]] : vector<[16]xf32> to vector<[16]xi32>
+
+// -----
+
+func.func @bitcast_i8_to_f32_vector(%arg0: vector<64xi8>) -> vector<16xf32> {
+ %0 = vector.bitcast %arg0 : vector<64xi8> to vector<16xf32>
+ return %0 : vector<16xf32>
+}
+
+// CHECK-LABEL: @bitcast_i8_to_f32_vector
+// CHECK-SAME: %[[ARG_0:.*]]: vector<64xi8>
+// CHECK: llvm.bitcast %[[ARG_0]] : vector<64xi8> to vector<16xf32>
+
+// -----
+
+func.func @bitcast_i8_to_f32_vector_scalable(%arg0: vector<[64]xi8>) -> vector<[16]xf32> {
+ %0 = vector.bitcast %arg0 : vector<[64]xi8> to vector<[16]xf32>
+ return %0 : vector<[16]xf32>
+}
+
+// CHECK-LABEL: @bitcast_i8_to_f32_vector_scalable
+// CHECK-SAME: %[[ARG_0:.*]]: vector<[64]xi8>
+// CHECK: llvm.bitcast %[[ARG_0]] : vector<[64]xi8> to vector<[16]xf32>
+
+// -----
+
+func.func @bitcast_index_to_i8_vector(%arg0: vector<16xindex>) -> vector<128xi8> {
+ %0 = vector.bitcast %arg0 : vector<16xindex> to vector<128xi8>
+ return %0 : vector<128xi8>
+}
+
+// CHECK-LABEL: @bitcast_index_to_i8_vector
+// CHECK-SAME: %[[ARG_0:.*]]: vector<16xindex>
+// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[ARG_0]] : vector<16xindex> to vector<16xi64>
+// CHECK: llvm.bitcast %[[T0]] : vector<16xi64> to vector<128xi8>
+
+// -----
+
+func.func @bitcast_index_to_i8_vector_scalable(%arg0: vector<[16]xindex>) -> vector<[128]xi8> {
+ %0 = vector.bitcast %arg0 : vector<[16]xindex> to vector<[128]xi8>
+ return %0 : vector<[128]xi8>
+}
+
+// CHECK-LABEL: @bitcast_index_to_i8_vector_scalable
+// CHECK-SAME: %[[ARG_0:.*]]: vector<[16]xindex>
+// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[ARG_0]] : vector<[16]xindex> to vector<[16]xi64>
+// CHECK: llvm.bitcast %[[T0]] : vector<[16]xi64> to vector<[128]xi8>
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.broadcast
+//===----------------------------------------------------------------------===//
+
+func.func @broadcast_vec0d_from_vec0d(%arg0: vector<f32>) -> vector<f32> {
+ %0 = vector.broadcast %arg0 : vector<f32> to vector<f32>
+ return %0 : vector<f32>
+}
+// CHECK-LABEL: @broadcast_vec0d_from_vec0d(
+// CHECK-SAME: %[[A:.*]]: vector<f32>)
+// CHECK: return %[[A]] : vector<f32>
+
+// -----
+
+func.func @broadcast_vec1d_from_vec1d(%arg0: vector<2xf32>) -> vector<2xf32> {
+ %0 = vector.broadcast %arg0 : vector<2xf32> to vector<2xf32>
+ return %0 : vector<2xf32>
+}
+// CHECK-LABEL: @broadcast_vec1d_from_vec1d(
+// CHECK-SAME: %[[A:.*]]: vector<2xf32>)
+// CHECK: return %[[A]] : vector<2xf32>
+
+// -----
+
+func.func @broadcast_vec1d_from_vec1d_scalable(%arg0: vector<[2]xf32>) -> vector<[2]xf32> {
+ %0 = vector.broadcast %arg0 : vector<[2]xf32> to vector<[2]xf32>
+ return %0 : vector<[2]xf32>
+}
+// CHECK-LABEL: @broadcast_vec1d_from_vec1d_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[2]xf32>)
+// CHECK: return %[[A]] : vector<[2]xf32>
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.shuffle
+//===----------------------------------------------------------------------===//
+
+func.func @shuffle_0D_direct(%arg0: vector<f32>) -> vector<3xf32> {
+ %1 = vector.shuffle %arg0, %arg0 [0, 1, 0] : vector<f32>, vector<f32>
+ return %1 : vector<3xf32>
+}
+// CHECK-LABEL: @shuffle_0D_direct(
+// CHECK-SAME: %[[A:.*]]: vector<f32>
+// CHECK: %[[c:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<f32> to vector<1xf32>
+// CHECK: %[[s:.*]] = llvm.shufflevector %[[c]], %[[c]] [0, 1, 0] : vector<1xf32>
+// CHECK: return %[[s]] : vector<3xf32>
+
+// -----
+
+func.func @shuffle_1D_direct(%arg0: vector<2xf32>, %arg1: vector<2xf32>) -> vector<2xf32> {
+ %1 = vector.shuffle %arg0, %arg1 [0, 1] : vector<2xf32>, vector<2xf32>
+ return %1 : vector<2xf32>
+}
+// CHECK-LABEL: @shuffle_1D_direct(
+// CHECK-SAME: %[[A:.*]]: vector<2xf32>,
+// CHECK-SAME: %[[B:.*]]: vector<2xf32>)
+// CHECK: return %[[A:.*]]: vector<2xf32>
+
+// -----
+
+func.func @shuffle_1D_index_direct(%arg0: vector<2xindex>, %arg1: vector<2xindex>) -> vector<2xindex> {
+ %1 = vector.shuffle %arg0, %arg1 [0, 1] : vector<2xindex>, vector<2xindex>
+ return %1 : vector<2xindex>
+}
+// CHECK-LABEL: @shuffle_1D_index_direct(
+// CHECK-SAME: %[[A:.*]]: vector<2xindex>,
+// CHECK-SAME: %[[B:.*]]: vector<2xindex>)
+// CHECK: return %[[A:.*]]: vector<2xindex>
+
+// -----
+
+func.func @shuffle_poison_mask(%arg0: vector<2xf32>, %arg1: vector<2xf32>) -> vector<4xf32> {
+ %1 = vector.shuffle %arg0, %arg1 [0, -1, 3, -1] : vector<2xf32>, vector<2xf32>
+ return %1 : vector<4xf32>
+}
+// CHECK-LABEL: @shuffle_poison_mask(
+// CHECK-SAME: %[[A:.*]]: vector<2xf32>, %[[B:.*]]: vector<2xf32>)
+// CHECK: %[[s:.*]] = llvm.shufflevector %[[A]], %[[B]] [0, -1, 3, -1] : vector<2xf32>
+
+// -----
+
+func.func @shuffle_1D(%arg0: vector<2xf32>, %arg1: vector<3xf32>) -> vector<5xf32> {
+ %1 = vector.shuffle %arg0, %arg1 [4, 3, 2, 1, 0] : vector<2xf32>, vector<3xf32>
+ return %1 : vector<5xf32>
+}
+// CHECK-LABEL: @shuffle_1D(
+// CHECK-SAME: %[[A:.*]]: vector<2xf32>,
+// CHECK-SAME: %[[B:.*]]: vector<3xf32>)
+// CHECK: %[[U0:.*]] = llvm.mlir.undef : vector<5xf32>
+// CHECK: %[[C2:.*]] = llvm.mlir.constant(2 : index) : i64
+// CHECK: %[[E1:.*]] = llvm.extractelement %[[B]][%[[C2]] : i64] : vector<3xf32>
+// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : index) : i64
+// CHECK: %[[I1:.*]] = llvm.insertelement %[[E1]], %[[U0]][%[[C0]] : i64] : vector<5xf32>
+// CHECK: %[[C1:.*]] = llvm.mlir.constant(1 : index) : i64
+// CHECK: %[[E2:.*]] = llvm.extractelement %[[B]][%[[C1]] : i64] : vector<3xf32>
+// CHECK: %[[C1:.*]] = llvm.mlir.constant(1 : index) : i64
+// CHECK: %[[I2:.*]] = llvm.insertelement %[[E2]], %[[I1]][%[[C1]] : i64] : vector<5xf32>
+// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : index) : i64
+// CHECK: %[[E3:.*]] = llvm.extractelement %[[B]][%[[C0]] : i64] : vector<3xf32>
+// CHECK: %[[C2:.*]] = llvm.mlir.constant(2 : index) : i64
+// CHECK: %[[I3:.*]] = llvm.insertelement %[[E3]], %[[I2]][%[[C2]] : i64] : vector<5xf32>
+// CHECK: %[[C1:.*]] = llvm.mlir.constant(1 : index) : i64
+// CHECK: %[[E4:.*]] = llvm.extractelement %[[A]][%[[C1]] : i64] : vector<2xf32>
+// CHECK: %[[C3:.*]] = llvm.mlir.constant(3 : index) : i64
+// CHECK: %[[I4:.*]] = llvm.insertelement %[[E4]], %[[I3]][%[[C3]] : i64] : vector<5xf32>
+// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : index) : i64
+// CHECK: %[[E5:.*]] = llvm.extractelement %[[A]][%[[C0]] : i64] : vector<2xf32>
+// CHECK: %[[C4:.*]] = llvm.mlir.constant(4 : index) : i64
+// CHECK: %[[I5:.*]] = llvm.insertelement %[[E5]], %[[I4]][%[[C4]] : i64] : vector<5xf32>
+// CHECK: return %[[I5]] : vector<5xf32>
+
+// -----
+
+func.func @shuffle_2D(%a: vector<1x4xf32>, %b: vector<2x4xf32>) -> vector<3x4xf32> {
+ %1 = vector.shuffle %a, %b[1, 0, 2] : vector<1x4xf32>, vector<2x4xf32>
+ return %1 : vector<3x4xf32>
+}
+// CHECK-LABEL: @shuffle_2D(
+// CHECK-SAME: %[[A:.*]]: vector<1x4xf32>,
+// CHECK-SAME: %[[B:.*]]: vector<2x4xf32>)
+// CHECK-DAG: %[[VAL_0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<1x4xf32> to !llvm.array<1 x vector<4xf32>>
+// CHECK-DAG: %[[VAL_1:.*]] = builtin.unrealized_conversion_cast %[[B]] : vector<2x4xf32> to !llvm.array<2 x vector<4xf32>>
+// CHECK: %[[U0:.*]] = llvm.mlir.undef : !llvm.array<3 x vector<4xf32>>
+// CHECK: %[[E1:.*]] = llvm.extractvalue %[[VAL_1]][0] : !llvm.array<2 x vector<4xf32>>
+// CHECK: %[[I1:.*]] = llvm.insertvalue %[[E1]], %[[U0]][0] : !llvm.array<3 x vector<4xf32>>
+// CHECK: %[[E2:.*]] = llvm.extractvalue %[[VAL_0]][0] : !llvm.array<1 x vector<4xf32>>
+// CHECK: %[[I2:.*]] = llvm.insertvalue %[[E2]], %[[I1]][1] : !llvm.array<3 x vector<4xf32>>
+// CHECK: %[[E3:.*]] = llvm.extractvalue %[[VAL_1]][1] : !llvm.array<2 x vector<4xf32>>
+// CHECK: %[[I3:.*]] = llvm.insertvalue %[[E3]], %[[I2]][2] : !llvm.array<3 x vector<4xf32>>
+// CHECK: %[[VAL_3:.*]] = builtin.unrealized_conversion_cast %[[I3]] : !llvm.array<3 x vector<4xf32>> to vector<3x4xf32>
+// CHECK: return %[[VAL_3]] : vector<3x4xf32>
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.extractelement
+//===----------------------------------------------------------------------===//
+
+func.func @extractelement_from_vec_0d_f32(%arg0: vector<f32>) -> f32 {
+ %1 = vector.extractelement %arg0[] : vector<f32>
+ return %1 : f32
+}
+// CHECK-LABEL: @extractelement_from_vec_0d_f32
+// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : index) : i64
+// CHECK: llvm.extractelement %{{.*}}[%[[C0]] : {{.*}}] : vector<1xf32>
+
+// -----
+
+func.func @extractelement_from_vec_1d_f32_idx_as_i32(%arg0: vector<16xf32>) -> f32 {
+ %0 = arith.constant 15 : i32
+ %1 = vector.extractelement %arg0[%0 : i32]: vector<16xf32>
+ return %1 : f32
+}
+// CHECK-LABEL: @extractelement_from_vec_1d_f32_idx_as_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xf32>)
+// CHECK: %[[C:.*]] = arith.constant 15 : i32
+// CHECK: %[[X:.*]] = llvm.extractelement %[[A]][%[[C]] : i32] : vector<16xf32>
+// CHECK: return %[[X]] : f32
+
+// -----
+
+func.func @extractelement_from_vec_1d_f32_idx_as_i32_scalable(%arg0: vector<[16]xf32>) -> f32 {
+ %0 = arith.constant 15 : i32
+ %1 = vector.extractelement %arg0[%0 : i32]: vector<[16]xf32>
+ return %1 : f32
+}
+// CHECK-LABEL: @extractelement_from_vec_1d_f32_idx_as_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>)
+// CHECK: %[[C:.*]] = arith.constant 15 : i32
+// CHECK: %[[X:.*]] = llvm.extractelement %[[A]][%[[C]] : i32] : vector<[16]xf32>
+// CHECK: return %[[X]] : f32
+
+// -----
+func.func @extractelement_from_vec_1d_f32_idx_as_index(%arg0: vector<16xf32>) -> f32 {
+ %0 = arith.constant 15 : index
+ %1 = vector.extractelement %arg0[%0 : index]: vector<16xf32>
+ return %1 : f32
+}
+// CHECK-LABEL: @extractelement_from_vec_1d_f32_idx_as_index(
+// CHECK-SAME: %[[A:.*]]: vector<16xf32>)
+// CHECK: %[[C:.*]] = arith.constant 15 : index
+// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %[[C]] : index to i64
+// CHECK: %[[X:.*]] = llvm.extractelement %[[A]][%[[I]] : i64] : vector<16xf32>
+// CHECK: return %[[X]] : f32
+
+// -----
+
+func.func @extractelement_from_vec_1d_f32_idx_as_index_scalable(%arg0: vector<[16]xf32>) -> f32 {
+ %0 = arith.constant 15 : index
+ %1 = vector.extractelement %arg0[%0 : index]: vector<[16]xf32>
+ return %1 : f32
+}
+// CHECK-LABEL: @extractelement_from_vec_1d_f32_idx_as_index_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>)
+// CHECK: %[[C:.*]] = arith.constant 15 : index
+// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %[[C]] : index to i64
+// CHECK: %[[X:.*]] = llvm.extractelement %[[A]][%[[I]] : i64] : vector<[16]xf32>
+// CHECK: return %[[X]] : f32
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.extract
+//===----------------------------------------------------------------------===//
+
+func.func @extract_scalar_from_vec_1d_f32(%arg0: vector<16xf32>) -> f32 {
+ %0 = vector.extract %arg0[15]: f32 from vector<16xf32>
+ return %0 : f32
+}
+// CHECK-LABEL: @extract_scalar_from_vec_1d_f32
+// CHECK: llvm.mlir.constant(15 : i64) : i64
+// CHECK: llvm.extractelement {{.*}}[{{.*}} : i64] : vector<16xf32>
+// CHECK: return {{.*}} : f32
+
+
+// -----
+
+func.func @extract_scalar_from_vec_1d_f32_scalable(%arg0: vector<[16]xf32>) -> f32 {
+ %0 = vector.extract %arg0[15]: f32 from vector<[16]xf32>
+ return %0 : f32
+}
+// CHECK-LABEL: @extract_scalar_from_vec_1d_f32_scalable
+// CHECK: llvm.mlir.constant(15 : i64) : i64
+// CHECK: llvm.extractelement {{.*}}[{{.*}} : i64] : vector<[16]xf32>
+// CHECK: return {{.*}} : f32
+
+// -----
+
+func.func @extract_vec_1e_from_vec_1d_f32(%arg0: vector<16xf32>) -> vector<1xf32> {
+ %0 = vector.extract %arg0[15]: vector<1xf32> from vector<16xf32>
+ return %0 : vector<1xf32>
+}
+// CHECK-LABEL: @extract_vec_1e_from_vec_1d_f32(
+// CHECK-SAME: %[[A:.*]]: vector<16xf32>)
+// CHECK: %[[T0:.*]] = llvm.mlir.constant(15 : i64) : i64
+// CHECK: %[[T1:.*]] = llvm.extractelement %[[A]][%[[T0]] : i64] : vector<16xf32>
+// CHECK: %[[T2:.*]] = builtin.unrealized_conversion_cast %[[T1]] : f32 to vector<1xf32>
+// CHECK: return %[[T2]] : vector<1xf32>
+
+// -----
+
+func.func @extract_vec_1e_from_vec_1d_f32_scalable(%arg0: vector<[16]xf32>) -> vector<1xf32> {
+ %0 = vector.extract %arg0[15]: vector<1xf32> from vector<[16]xf32>
+ return %0 : vector<1xf32>
+}
+// CHECK-LABEL: @extract_vec_1e_from_vec_1d_f32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>)
+// CHECK: %[[T0:.*]] = llvm.mlir.constant(15 : i64) : i64
+// CHECK: %[[T1:.*]] = llvm.extractelement %[[A]][%[[T0]] : i64] : vector<[16]xf32>
+// CHECK: %[[T2:.*]] = builtin.unrealized_conversion_cast %[[T1]] : f32 to vector<1xf32>
+// CHECK: return %[[T2]] : vector<1xf32>
+
+// -----
+
+func.func @extract_scalar_from_vec_1d_index(%arg0: vector<16xindex>) -> index {
+ %0 = vector.extract %arg0[15]: index from vector<16xindex>
+ return %0 : index
+}
+// CHECK-LABEL: @extract_scalar_from_vec_1d_index(
+// CHECK-SAME: %[[A:.*]]: vector<16xindex>)
+// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<16xindex> to vector<16xi64>
+// CHECK: %[[T1:.*]] = llvm.mlir.constant(15 : i64) : i64
+// CHECK: %[[T2:.*]] = llvm.extractelement %[[T0]][%[[T1]] : i64] : vector<16xi64>
+// CHECK: %[[T3:.*]] = builtin.unrealized_conversion_cast %[[T2]] : i64 to index
+// CHECK: return %[[T3]] : index
+
+// -----
+
+func.func @extract_scalar_from_vec_1d_index_scalable(%arg0: vector<[16]xindex>) -> index {
+ %0 = vector.extract %arg0[15]: index from vector<[16]xindex>
+ return %0 : index
+}
+// CHECK-LABEL: @extract_scalar_from_vec_1d_index_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xindex>)
+// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<[16]xindex> to vector<[16]xi64>
+// CHECK: %[[T1:.*]] = llvm.mlir.constant(15 : i64) : i64
+// CHECK: %[[T2:.*]] = llvm.extractelement %[[T0]][%[[T1]] : i64] : vector<[16]xi64>
+// CHECK: %[[T3:.*]] = builtin.unrealized_conversion_cast %[[T2]] : i64 to index
+// CHECK: return %[[T3]] : index
+
+// -----
+
+func.func @extract_vec_2d_from_vec_3d_f32(%arg0: vector<4x3x16xf32>) -> vector<3x16xf32> {
+ %0 = vector.extract %arg0[0]: vector<3x16xf32> from vector<4x3x16xf32>
+ return %0 : vector<3x16xf32>
+}
+// CHECK-LABEL: @extract_vec_2d_from_vec_3d_f32
+// CHECK: llvm.extractvalue {{.*}}[0] : !llvm.array<4 x array<3 x vector<16xf32>>>
+// CHECK: return {{.*}} : vector<3x16xf32>
+
+
+// -----
+
+func.func @extract_vec_2d_from_vec_3d_f32_scalable(%arg0: vector<4x3x[16]xf32>) -> vector<3x[16]xf32> {
+ %0 = vector.extract %arg0[0]: vector<3x[16]xf32> from vector<4x3x[16]xf32>
+ return %0 : vector<3x[16]xf32>
+}
+// CHECK-LABEL: @extract_vec_2d_from_vec_3d_f32_scalable
+// CHECK: llvm.extractvalue {{.*}}[0] : !llvm.array<4 x array<3 x vector<[16]xf32>>>
+// CHECK: return {{.*}} : vector<3x[16]xf32>
+
+// -----
+
+func.func @extract_vec_1d_from_vec_3d_f32(%arg0: vector<4x3x16xf32>) -> vector<16xf32> {
+ %0 = vector.extract %arg0[0, 0]: vector<16xf32> from vector<4x3x16xf32>
+ return %0 : vector<16xf32>
+}
+// CHECK-LABEL: @extract_vec_1d_from_vec_3d_f32
+// CHECK: llvm.extractvalue {{.*}}[0, 0] : !llvm.array<4 x array<3 x vector<16xf32>>>
+// CHECK: return {{.*}} : vector<16xf32>
+
+// -----
+
+func.func @extract_vec_1d_from_vec_3d_f32_scalable(%arg0: vector<4x3x[16]xf32>) -> vector<[16]xf32> {
+ %0 = vector.extract %arg0[0, 0]: vector<[16]xf32> from vector<4x3x[16]xf32>
+ return %0 : vector<[16]xf32>
+}
+// CHECK-LABEL: @extract_vec_1d_from_vec_3d_f32_scalable
+// CHECK: llvm.extractvalue {{.*}}[0, 0] : !llvm.array<4 x array<3 x vector<[16]xf32>>>
+// CHECK: return {{.*}} : vector<[16]xf32>
+
+// -----
+
+func.func @extract_scalar_from_vec_3d_f32(%arg0: vector<4x3x16xf32>) -> f32 {
+ %0 = vector.extract %arg0[0, 0, 0]: f32 from vector<4x3x16xf32>
+ return %0 : f32
+}
+// CHECK-LABEL: @extract_scalar_from_vec_3d_f32
+// CHECK: llvm.extractvalue {{.*}}[0, 0] : !llvm.array<4 x array<3 x vector<16xf32>>>
+// CHECK: llvm.mlir.constant(0 : i64) : i64
+// CHECK: llvm.extractelement {{.*}}[{{.*}} : i64] : vector<16xf32>
+// CHECK: return {{.*}} : f32
+
+// -----
+
+func.func @extract_scalar_from_vec_3d_f32_scalable(%arg0: vector<4x3x[16]xf32>) -> f32 {
+ %0 = vector.extract %arg0[0, 0, 0]: f32 from vector<4x3x[16]xf32>
+ return %0 : f32
+}
+// CHECK-LABEL: @extract_scalar_from_vec_3d_f32_scalable
+// CHECK: llvm.extractvalue {{.*}}[0, 0] : !llvm.array<4 x array<3 x vector<[16]xf32>>>
+// CHECK: llvm.mlir.constant(0 : i64) : i64
+// CHECK: llvm.extractelement {{.*}}[{{.*}} : i64] : vector<[16]xf32>
+// CHECK: return {{.*}} : f32
+
+// -----
+
+func.func @extract_scalar_from_vec_1d_f32_dynamic_idx(%arg0: vector<16xf32>, %arg1: index) -> f32 {
+ %0 = vector.extract %arg0[%arg1]: f32 from vector<16xf32>
+ return %0 : f32
+}
+// CHECK-LABEL: @extract_scalar_from_vec_1d_f32_dynamic_idx
+// CHECK-SAME: %[[VEC:.+]]: vector<16xf32>, %[[INDEX:.+]]: index
+// CHECK: %[[UC:.+]] = builtin.unrealized_conversion_cast %[[INDEX]] : index to i64
+// CHECK: llvm.extractelement %[[VEC]][%[[UC]] : i64] : vector<16xf32>
+
+// -----
+
+func.func @extract_scalar_from_vec_1d_f32_dynamic_idx_scalable(%arg0: vector<[16]xf32>, %arg1: index) -> f32 {
+ %0 = vector.extract %arg0[%arg1]: f32 from vector<[16]xf32>
+ return %0 : f32
+}
+// CHECK-LABEL: @extract_scalar_from_vec_1d_f32_dynamic_idx_scalable
+// CHECK-SAME: %[[VEC:.+]]: vector<[16]xf32>, %[[INDEX:.+]]: index
+// CHECK: %[[UC:.+]] = builtin.unrealized_conversion_cast %[[INDEX]] : index to i64
+// CHECK: llvm.extractelement %[[VEC]][%[[UC]] : i64] : vector<[16]xf32>
+
+// -----
+
+func.func @extract_scalar_from_vec_2d_f32_inner_dynamic_idx(%arg0: vector<1x16xf32>, %arg1: index) -> f32 {
+ %0 = vector.extract %arg0[0, %arg1]: f32 from vector<1x16xf32>
+ return %0 : f32
+}
+
+// Lowering supports extracting from multi-dim vectors with dynamic indices
+// provided that only the trailing index is dynamic.
+
+// CHECK-LABEL: @extract_scalar_from_vec_2d_f32_inner_dynamic_idx(
+// CHECK: llvm.extractvalue
+// CHECK: llvm.extractelement
+
+func.func @extract_scalar_from_vec_2d_f32_inner_dynamic_idx_scalable(%arg0: vector<1x[16]xf32>, %arg1: index) -> f32 {
+ %0 = vector.extract %arg0[0, %arg1]: f32 from vector<1x[16]xf32>
+ return %0 : f32
+}
+
+// Lowering supports extracting from multi-dim vectors with dynamic indices
+// provided that only the trailing index is dynamic.
+
+// CHECK-LABEL: @extract_scalar_from_vec_2d_f32_inner_dynamic_idx_scalable(
+// CHECK: llvm.extractvalue
+// CHECK: llvm.extractelement
+
+// -----
+
+func.func @extract_scalar_from_vec_2d_f32_outer_dynamic_idx(%arg0: vector<1x16xf32>, %arg1: index) -> f32 {
+ %0 = vector.extract %arg0[%arg1, 0]: f32 from vector<1x16xf32>
+ return %0 : f32
+}
+
+// Lowering supports extracting from multi-dim vectors with dynamic indices
+// provided that only the trailing index is dynamic.
+
+// CHECK-LABEL: @extract_scalar_from_vec_2d_f32_outer_dynamic_idx(
+// CHECK: vector.extract
+
+func.func @extract_scalar_from_vec_2d_f32_outer_dynamic_idx_scalable(%arg0: vector<1x[16]xf32>, %arg1: index) -> f32 {
+ %0 = vector.extract %arg0[%arg1, 0]: f32 from vector<1x[16]xf32>
+ return %0 : f32
+}
+
+// Lowering does not support extracting from multi-dim vectors with non trailing
+// dynamic index, but it shouldn't crash.
+
+// CHECK-LABEL: @extract_scalar_from_vec_2d_f32_outer_dynamic_idx_scalable(
+// CHECK: vector.extract
+
+// -----
+
+func.func @extract_scalar_from_vec_0d_index(%arg0: vector<index>) -> index {
+ %0 = vector.extract %arg0[]: index from vector<index>
+ return %0 : index
+}
+// CHECK-LABEL: @extract_scalar_from_vec_0d_index(
+// CHECK-SAME: %[[A:.*]]: vector<index>)
+// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<index> to vector<1xi64>
+// CHECK: %[[T1:.*]] = llvm.mlir.constant(0 : i64) : i64
+// CHECK: %[[T2:.*]] = llvm.extractelement %[[T0]][%[[T1]] : i64] : vector<1xi64>
+// CHECK: %[[T3:.*]] = builtin.unrealized_conversion_cast %[[T2]] : i64 to index
+// CHECK: return %[[T3]] : index
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.insertelement
+//===----------------------------------------------------------------------===//
+
+func.func @insertelement_into_vec_0d_f32(%arg0: f32, %arg1: vector<f32>) -> vector<f32> {
+ %1 = vector.insertelement %arg0, %arg1[] : vector<f32>
+ return %1 : vector<f32>
+}
+// CHECK-LABEL: @insertelement_into_vec_0d_f32
+// CHECK-SAME: %[[A:.*]]: f32,
+// CHECK: %[[B:.*]] = builtin.unrealized_conversion_cast %{{.*}} :
+// CHECK: vector<f32> to vector<1xf32>
+// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : index) : i64
+// CHECK: %[[X:.*]] = llvm.insertelement %[[A]], %[[B]][%[[C0]] : {{.*}}] : vector<1xf32>
+
+// -----
+
+func.func @insertelement_into_vec_1d_f32_idx_as_i32(%arg0: f32, %arg1: vector<4xf32>) -> vector<4xf32> {
+ %0 = arith.constant 3 : i32
+ %1 = vector.insertelement %arg0, %arg1[%0 : i32] : vector<4xf32>
+ return %1 : vector<4xf32>
+}
+// CHECK-LABEL: @insertelement_into_vec_1d_f32_idx_as_i32(
+// CHECK-SAME: %[[A:.*]]: f32,
+// CHECK-SAME: %[[B:.*]]: vector<4xf32>)
+// CHECK: %[[C:.*]] = arith.constant 3 : i32
+// CHECK: %[[X:.*]] = llvm.insertelement %[[A]], %[[B]][%[[C]] : i32] : vector<4xf32>
+// CHECK: return %[[X]] : vector<4xf32>
+
+// -----
+
+func.func @insertelement_into_vec_1d_f32_idx_as_i32_scalable(%arg0: f32, %arg1: vector<[4]xf32>) -> vector<[4]xf32> {
+ %0 = arith.constant 3 : i32
+ %1 = vector.insertelement %arg0, %arg1[%0 : i32] : vector<[4]xf32>
+ return %1 : vector<[4]xf32>
+}
+// CHECK-LABEL: @insertelement_into_vec_1d_f32_idx_as_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: f32,
+// CHECK-SAME: %[[B:.*]]: vector<[4]xf32>)
+// CHECK: %[[C:.*]] = arith.constant 3 : i32
+// CHECK: %[[X:.*]] = llvm.insertelement %[[A]], %[[B]][%[[C]] : i32] : vector<[4]xf32>
+// CHECK: return %[[X]] : vector<[4]xf32>
+
+// -----
+
+func.func @insertelement_into_vec_1d_f32_scalable_idx_as_index(%arg0: f32, %arg1: vector<4xf32>) -> vector<4xf32> {
+ %0 = arith.constant 3 : index
+ %1 = vector.insertelement %arg0, %arg1[%0 : index] : vector<4xf32>
+ return %1 : vector<4xf32>
+}
+// CHECK-LABEL: @insertelement_into_vec_1d_f32_scalable_idx_as_index(
+// CHECK-SAME: %[[A:.*]]: f32,
+// CHECK-SAME: %[[B:.*]]: vector<4xf32>)
+// CHECK: %[[C:.*]] = arith.constant 3 : index
+// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %[[C]] : index to i64
+// CHECK: %[[X:.*]] = llvm.insertelement %[[A]], %[[B]][%[[I]] : i64] : vector<4xf32>
+// CHECK: return %[[X]] : vector<4xf32>
+
+// -----
+
+func.func @insertelement_into_vec_1d_f32_scalable_idx_as_index_scalable(%arg0: f32, %arg1: vector<[4]xf32>) -> vector<[4]xf32> {
+ %0 = arith.constant 3 : index
+ %1 = vector.insertelement %arg0, %arg1[%0 : index] : vector<[4]xf32>
+ return %1 : vector<[4]xf32>
+}
+// CHECK-LABEL: @insertelement_into_vec_1d_f32_scalable_idx_as_index_scalable(
+// CHECK-SAME: %[[A:.*]]: f32,
+// CHECK-SAME: %[[B:.*]]: vector<[4]xf32>)
+// CHECK: %[[C:.*]] = arith.constant 3 : index
+// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %[[C]] : index to i64
+// CHECK: %[[X:.*]] = llvm.insertelement %[[A]], %[[B]][%[[I]] : i64] : vector<[4]xf32>
+// CHECK: return %[[X]] : vector<[4]xf32>
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.insert
+//===----------------------------------------------------------------------===//
+
+func.func @insert_scalar_into_vec_1d_f32(%arg0: f32, %arg1: vector<4xf32>) -> vector<4xf32> {
+ %0 = vector.insert %arg0, %arg1[3] : f32 into vector<4xf32>
+ return %0 : vector<4xf32>
+}
+// CHECK-LABEL: @insert_scalar_into_vec_1d_f32
+// CHECK: llvm.mlir.constant(3 : i64) : i64
+// CHECK: llvm.insertelement {{.*}}, {{.*}}[{{.*}} : i64] : vector<4xf32>
+// CHECK: return {{.*}} : vector<4xf32>
+
+// -----
+
+func.func @insert_scalar_into_vec_1d_f32_scalable(%arg0: f32, %arg1: vector<[4]xf32>) -> vector<[4]xf32> {
+ %0 = vector.insert %arg0, %arg1[3] : f32 into vector<[4]xf32>
+ return %0 : vector<[4]xf32>
+}
+// CHECK-LABEL: @insert_scalar_into_vec_1d_f32_scalable
+// CHECK: llvm.mlir.constant(3 : i64) : i64
+// CHECK: llvm.insertelement {{.*}}, {{.*}}[{{.*}} : i64] : vector<[4]xf32>
+// CHECK: return {{.*}} : vector<[4]xf32>
+
+// -----
+
+func.func @insert_scalar_into_vec_1d_index(%arg0: index, %arg1: vector<4xindex>) -> vector<4xindex> {
+ %0 = vector.insert %arg0, %arg1[3] : index into vector<4xindex>
+ return %0 : vector<4xindex>
+}
+// CHECK-LABEL: @insert_scalar_into_vec_1d_index(
+// CHECK-SAME: %[[A:.*]]: index,
+// CHECK-SAME: %[[B:.*]]: vector<4xindex>)
+// CHECK-DAG: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : index to i64
+// CHECK-DAG: %[[T1:.*]] = builtin.unrealized_conversion_cast %[[B]] : vector<4xindex> to vector<4xi64>
+// CHECK: %[[T3:.*]] = llvm.mlir.constant(3 : i64) : i64
+// CHECK: %[[T4:.*]] = llvm.insertelement %[[T0]], %[[T1]][%[[T3]] : i64] : vector<4xi64>
+// CHECK: %[[T5:.*]] = builtin.unrealized_conversion_cast %[[T4]] : vector<4xi64> to vector<4xindex>
+// CHECK: return %[[T5]] : vector<4xindex>
+
+// -----
+
+func.func @insert_scalar_into_vec_1d_index_scalable(%arg0: index, %arg1: vector<[4]xindex>) -> vector<[4]xindex> {
+ %0 = vector.insert %arg0, %arg1[3] : index into vector<[4]xindex>
+ return %0 : vector<[4]xindex>
+}
+// CHECK-LABEL: @insert_scalar_into_vec_1d_index_scalable(
+// CHECK-SAME: %[[A:.*]]: index,
+// CHECK-SAME: %[[B:.*]]: vector<[4]xindex>)
+// CHECK-DAG: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : index to i64
+// CHECK-DAG: %[[T1:.*]] = builtin.unrealized_conversion_cast %[[B]] : vector<[4]xindex> to vector<[4]xi64>
+// CHECK: %[[T3:.*]] = llvm.mlir.constant(3 : i64) : i64
+// CHECK: %[[T4:.*]] = llvm.insertelement %[[T0]], %[[T1]][%[[T3]] : i64] : vector<[4]xi64>
+// CHECK: %[[T5:.*]] = builtin.unrealized_conversion_cast %[[T4]] : vector<[4]xi64> to vector<[4]xindex>
+// CHECK: return %[[T5]] : vector<[4]xindex>
+
+// -----
+
+func.func @insert_vec_2d_into_vec_3d_f32(%arg0: vector<8x16xf32>, %arg1: vector<4x8x16xf32>) -> vector<4x8x16xf32> {
+ %0 = vector.insert %arg0, %arg1[3] : vector<8x16xf32> into vector<4x8x16xf32>
+ return %0 : vector<4x8x16xf32>
+}
+// CHECK-LABEL: @insert_vec_2d_into_vec_3d_f32
+// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3] : !llvm.array<4 x array<8 x vector<16xf32>>>
+// CHECK: return {{.*}} : vector<4x8x16xf32>
+
+// -----
+
+func.func @insert_vec_2d_into_vec_3d_f32_scalable(%arg0: vector<8x[16]xf32>, %arg1: vector<4x8x[16]xf32>) -> vector<4x8x[16]xf32> {
+ %0 = vector.insert %arg0, %arg1[3] : vector<8x[16]xf32> into vector<4x8x[16]xf32>
+ return %0 : vector<4x8x[16]xf32>
+}
+// CHECK-LABEL: @insert_vec_2d_into_vec_3d_f32_scalable
+// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3] : !llvm.array<4 x array<8 x vector<[16]xf32>>>
+// CHECK: return {{.*}} : vector<4x8x[16]xf32>
+
+// -----
+
+func.func @insert_vec_1d_into_vec_3d_f32(%arg0: vector<16xf32>, %arg1: vector<4x8x16xf32>) -> vector<4x8x16xf32> {
+ %0 = vector.insert %arg0, %arg1[3, 7] : vector<16xf32> into vector<4x8x16xf32>
+ return %0 : vector<4x8x16xf32>
+}
+// CHECK-LABEL: @insert_vec_1d_into_vec_3d_f32
+// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<16xf32>>>
+// CHECK: return {{.*}} : vector<4x8x16xf32>
+
+// -----
+
+func.func @insert_vec_1d_into_vec_3d_f32_scalable(%arg0: vector<[16]xf32>, %arg1: vector<4x8x[16]xf32>) -> vector<4x8x[16]xf32> {
+ %0 = vector.insert %arg0, %arg1[3, 7] : vector<[16]xf32> into vector<4x8x[16]xf32>
+ return %0 : vector<4x8x[16]xf32>
+}
+// CHECK-LABEL: @insert_vec_1d_into_vec_3d_f32_scalable
+// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<[16]xf32>>>
+// CHECK: return {{.*}} : vector<4x8x[16]xf32>
+
+// -----
+
+func.func @insert_scalar_into_vec_3d_f32(%arg0: f32, %arg1: vector<4x8x16xf32>) -> vector<4x8x16xf32> {
+ %0 = vector.insert %arg0, %arg1[3, 7, 15] : f32 into vector<4x8x16xf32>
+ return %0 : vector<4x8x16xf32>
+}
+// CHECK-LABEL: @insert_scalar_into_vec_3d_f32
+// CHECK: llvm.extractvalue {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<16xf32>>>
+// CHECK: llvm.mlir.constant(15 : i64) : i64
+// CHECK: llvm.insertelement {{.*}}, {{.*}}[{{.*}} : i64] : vector<16xf32>
+// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<16xf32>>>
+// CHECK: return {{.*}} : vector<4x8x16xf32>
+
+// -----
+
+func.func @insert_scalar_into_vec_3d_f32_scalable(%arg0: f32, %arg1: vector<4x8x[16]xf32>) -> vector<4x8x[16]xf32> {
+ %0 = vector.insert %arg0, %arg1[3, 7, 15] : f32 into vector<4x8x[16]xf32>
+ return %0 : vector<4x8x[16]xf32>
+}
+// CHECK-LABEL: @insert_scalar_into_vec_3d_f32_scalable
+// CHECK: llvm.extractvalue {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<[16]xf32>>>
+// CHECK: llvm.mlir.constant(15 : i64) : i64
+// CHECK: llvm.insertelement {{.*}}, {{.*}}[{{.*}} : i64] : vector<[16]xf32>
+// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<[16]xf32>>>
+// CHECK: return {{.*}} : vector<4x8x[16]xf32>
+
+// -----
+
+func.func @insert_scalar_into_vec_1d_f32_dynamic_idx(%arg0: vector<16xf32>, %arg1: f32, %arg2: index)
+ -> vector<16xf32> {
+ %0 = vector.insert %arg1, %arg0[%arg2]: f32 into vector<16xf32>
+ return %0 : vector<16xf32>
+}
+
+// CHECK-LABEL: @insert_scalar_into_vec_1d_f32_dynamic_idx
+// CHECK-SAME: %[[DST:.+]]: vector<16xf32>, %[[SRC:.+]]: f32, %[[INDEX:.+]]: index
+// CHECK: %[[UC:.+]] = builtin.unrealized_conversion_cast %[[INDEX]] : index to i64
+// CHECK: llvm.insertelement %[[SRC]], %[[DST]][%[[UC]] : i64] : vector<16xf32>
+
+// -----
+
+func.func @insert_scalar_into_vec_1d_f32_dynamic_idx_scalable(%arg0: vector<[16]xf32>, %arg1: f32, %arg2: index)
+ -> vector<[16]xf32> {
+ %0 = vector.insert %arg1, %arg0[%arg2]: f32 into vector<[16]xf32>
+ return %0 : vector<[16]xf32>
+}
+
+// CHECK-LABEL: @insert_scalar_into_vec_1d_f32_dynamic_idx_scalable
+// CHECK-SAME: %[[DST:.+]]: vector<[16]xf32>, %[[SRC:.+]]: f32, %[[INDEX:.+]]: index
+// CHECK: %[[UC:.+]] = builtin.unrealized_conversion_cast %[[INDEX]] : index to i64
+// CHECK: llvm.insertelement %[[SRC]], %[[DST]][%[[UC]] : i64] : vector<[16]xf32>
+
+// -----
+
+func.func @insert_scalar_into_vec_2d_f32_dynamic_idx(%arg0: vector<1x16xf32>, %arg1: f32, %idx: index)
+ -> vector<1x16xf32> {
+ %0 = vector.insert %arg1, %arg0[0, %idx]: f32 into vector<1x16xf32>
+ return %0 : vector<1x16xf32>
+}
+
+// Multi-dim vectors are not supported but this test shouldn't crash.
+
+// CHECK-LABEL: @insert_scalar_into_vec_2d_f32_dynamic_idx(
+// CHECK: vector.insert
+
+// -----
+
+func.func @insert_scalar_into_vec_2d_f32_dynamic_idx_scalable(%arg0: vector<1x[16]xf32>, %arg1: f32, %idx: index)
+ -> vector<1x[16]xf32> {
+ %0 = vector.insert %arg1, %arg0[0, %idx]: f32 into vector<1x[16]xf32>
+ return %0 : vector<1x[16]xf32>
+}
+
+// Multi-dim vectors are not supported but this test shouldn't crash.
+
+// CHECK-LABEL: @insert_scalar_into_vec_2d_f32_dynamic_idx_scalable(
+// CHECK: vector.insert
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.type_cast
+//
+// TODO: Add tests for for vector.type_cast that would cover scalable vectors
+//===----------------------------------------------------------------------===//
+
+func.func @type_cast_f32(%arg0: memref<8x8x8xf32>) -> memref<vector<8x8x8xf32>> {
+ %0 = vector.type_cast %arg0: memref<8x8x8xf32> to memref<vector<8x8x8xf32>>
+ return %0 : memref<vector<8x8x8xf32>>
+}
+// CHECK-LABEL: @type_cast_f32
+// CHECK: llvm.mlir.undef : !llvm.struct<(ptr, ptr, i64)>
+// CHECK: %[[allocated:.*]] = llvm.extractvalue {{.*}}[0] : !llvm.struct<(ptr, ptr, i64, array<3 x i64>, array<3 x i64>)>
+// CHECK: llvm.insertvalue %[[allocated]], {{.*}}[0] : !llvm.struct<(ptr, ptr, i64)>
+// CHECK: %[[aligned:.*]] = llvm.extractvalue {{.*}}[1] : !llvm.struct<(ptr, ptr, i64, array<3 x i64>, array<3 x i64>)>
+// CHECK: llvm.insertvalue %[[aligned]], {{.*}}[1] : !llvm.struct<(ptr, ptr, i64)>
+// CHECK: llvm.mlir.constant(0 : index
+// CHECK: llvm.insertvalue {{.*}}[2] : !llvm.struct<(ptr, ptr, i64)>
+
+// NOTE: No test for scalable vectors - the input memref is fixed size.
+
+// -----
+
+func.func @type_cast_index(%arg0: memref<8x8x8xindex>) -> memref<vector<8x8x8xindex>> {
+ %0 = vector.type_cast %arg0: memref<8x8x8xindex> to memref<vector<8x8x8xindex>>
+ return %0 : memref<vector<8x8x8xindex>>
+}
+// CHECK-LABEL: @type_cast_index(
+// CHECK-SAME: %[[A:.*]]: memref<8x8x8xindex>)
+// CHECK: %{{.*}} = builtin.unrealized_conversion_cast %[[A]] : memref<8x8x8xindex> to !llvm.struct<(ptr, ptr, i64, array<3 x i64>, array<3 x i64>)>
+
+// CHECK: %{{.*}} = builtin.unrealized_conversion_cast %{{.*}} : !llvm.struct<(ptr, ptr, i64)> to memref<vector<8x8x8xindex>>
+
+// NOTE: No test for scalable vectors - the input memref is fixed size.
+
+// -----
+
+func.func @type_cast_non_zero_addrspace(%arg0: memref<8x8x8xf32, 3>) -> memref<vector<8x8x8xf32>, 3> {
+ %0 = vector.type_cast %arg0: memref<8x8x8xf32, 3> to memref<vector<8x8x8xf32>, 3>
+ return %0 : memref<vector<8x8x8xf32>, 3>
+}
+// CHECK-LABEL: @type_cast_non_zero_addrspace
+// CHECK: llvm.mlir.undef : !llvm.struct<(ptr<3>, ptr<3>, i64)>
+// CHECK: %[[allocated:.*]] = llvm.extractvalue {{.*}}[0] : !llvm.struct<(ptr<3>, ptr<3>, i64, array<3 x i64>, array<3 x i64>)>
+// CHECK: llvm.insertvalue %[[allocated]], {{.*}}[0] : !llvm.struct<(ptr<3>, ptr<3>, i64)>
+// CHECK: %[[aligned:.*]] = llvm.extractvalue {{.*}}[1] : !llvm.struct<(ptr<3>, ptr<3>, i64, array<3 x i64>, array<3 x i64>)>
+// CHECK: llvm.insertvalue %[[aligned]], {{.*}}[1] : !llvm.struct<(ptr<3>, ptr<3>, i64)>
+// CHECK: llvm.mlir.constant(0 : index
+// CHECK: llvm.insertvalue {{.*}}[2] : !llvm.struct<(ptr<3>, ptr<3>, i64)>
+
+// NOTE: No test for scalable vectors - the input memref is fixed size.
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.print
+//===----------------------------------------------------------------------===//
+
+func.func @print_scalar_i64(%arg0: i64) {
+ vector.print %arg0 : i64
+ return
+}
+// CHECK-LABEL: @print_scalar_i64(
+// CHECK-SAME: %[[A:.*]]: i64)
+// CHECK: llvm.call @printI64(%[[A]]) : (i64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
+
+// -----
+
+func.func @print_scalar_ui64(%arg0: ui64) {
+ vector.print %arg0 : ui64
+ return
+}
+// CHECK-LABEL: @print_scalar_ui64(
+// CHECK-SAME: %[[A:.*]]: ui64)
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : ui64 to i64
+// CHECK: llvm.call @printU64(%[[C]]) : (i64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
+
+// -----
+
+func.func @print_scalar_index(%arg0: index) {
+ vector.print %arg0 : index
+ return
+}
+// CHECK-LABEL: @print_scalar_index(
+// CHECK-SAME: %[[A:.*]]: index)
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : index to i64
+// CHECK: llvm.call @printU64(%[[C]]) : (i64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
+
+// -----
+
+func.func @print_scalar_f32(%arg0: f32) {
+ vector.print %arg0 : f32
+ return
+}
+// CHECK-LABEL: @print_scalar_f32(
+// CHECK-SAME: %[[A:.*]]: f32)
+// CHECK: llvm.call @printF32(%[[A]]) : (f32) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
+
+// -----
+
+func.func @print_scalar_f64(%arg0: f64) {
+ vector.print %arg0 : f64
+ return
+}
+// CHECK-LABEL: @print_scalar_f64(
+// CHECK-SAME: %[[A:.*]]: f64)
+// CHECK: llvm.call @printF64(%[[A]]) : (f64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
+
+// -----
+
+// CHECK-LABEL: module {
+// CHECK: llvm.func @printString(!llvm.ptr)
+// CHECK: llvm.mlir.global private constant @[[GLOBAL_STR:.*]]({{.*}})
+// CHECK: @print_string
+// CHECK-NEXT: %[[GLOBAL_ADDR:.*]] = llvm.mlir.addressof @[[GLOBAL_STR]] : !llvm.ptr
+// CHECK-NEXT: %[[STR_PTR:.*]] = llvm.getelementptr %[[GLOBAL_ADDR]][0] : (!llvm.ptr) -> !llvm.ptr
+// CHECK-NEXT: llvm.call @printString(%[[STR_PTR]]) : (!llvm.ptr) -> ()
+func.func @print_string() {
+ vector.print str "Hello, World!"
+ return
+}
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.reduction
+//===----------------------------------------------------------------------===//
+
+func.func @reduce_0d_f32(%arg0: vector<f32>) -> f32 {
+ %0 = vector.reduction <add>, %arg0 : vector<f32> into f32
+ return %0 : f32
+}
+// CHECK-LABEL: @reduce_0d_f32(
+// CHECK-SAME: %[[A:.*]]: vector<f32>)
+// CHECK: %[[CA:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<f32> to vector<1xf32>
+// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f32) : f32
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[CA]])
+// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f32, vector<1xf32>) -> f32
+// CHECK: return %[[V]] : f32
+
+// -----
+
+func.func @reduce_f16(%arg0: vector<16xf16>) -> f16 {
+ %0 = vector.reduction <add>, %arg0 : vector<16xf16> into f16
+ return %0 : f16
+}
+// CHECK-LABEL: @reduce_f16(
+// CHECK-SAME: %[[A:.*]]: vector<16xf16>)
+// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f16) : f16
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
+// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f16, vector<16xf16>) -> f16
+// CHECK: return %[[V]] : f16
+
+// -----
+
+func.func @reduce_f16_scalable(%arg0: vector<[16]xf16>) -> f16 {
+ %0 = vector.reduction <add>, %arg0 : vector<[16]xf16> into f16
+ return %0 : f16
+}
+// CHECK-LABEL: @reduce_f16_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xf16>)
+// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f16) : f16
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
+// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f16, vector<[16]xf16>) -> f16
+// CHECK: return %[[V]] : f16
+
+// -----
+
+func.func @reduce_f32(%arg0: vector<16xf32>) -> f32 {
+ %0 = vector.reduction <add>, %arg0 : vector<16xf32> into f32
+ return %0 : f32
+}
+// CHECK-LABEL: @reduce_f32(
+// CHECK-SAME: %[[A:.*]]: vector<16xf32>)
+// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f32) : f32
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
+// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f32, vector<16xf32>) -> f32
+// CHECK: return %[[V]] : f32
+
+// -----
+
+func.func @reduce_f32_scalable(%arg0: vector<[16]xf32>) -> f32 {
+ %0 = vector.reduction <add>, %arg0 : vector<[16]xf32> into f32
+ return %0 : f32
+}
+// CHECK-LABEL: @reduce_f32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>)
+// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f32) : f32
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
+// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f32, vector<[16]xf32>) -> f32
+// CHECK: return %[[V]] : f32
+
+// -----
+
+func.func @reduce_f64(%arg0: vector<16xf64>) -> f64 {
+ %0 = vector.reduction <add>, %arg0 : vector<16xf64> into f64
+ return %0 : f64
+}
+// CHECK-LABEL: @reduce_f64(
+// CHECK-SAME: %[[A:.*]]: vector<16xf64>)
+// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f64) : f64
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
+// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f64, vector<16xf64>) -> f64
+// CHECK: return %[[V]] : f64
+
+// -----
+
+func.func @reduce_f64_scalable(%arg0: vector<[16]xf64>) -> f64 {
+ %0 = vector.reduction <add>, %arg0 : vector<[16]xf64> into f64
+ return %0 : f64
+}
+// CHECK-LABEL: @reduce_f64_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xf64>)
+// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f64) : f64
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
+// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f64, vector<[16]xf64>) -> f64
+// CHECK: return %[[V]] : f64
+
+// -----
+
+func.func @reduce_i8(%arg0: vector<16xi8>) -> i8 {
+ %0 = vector.reduction <add>, %arg0 : vector<16xi8> into i8
+ return %0 : i8
+}
+// CHECK-LABEL: @reduce_i8(
+// CHECK-SAME: %[[A:.*]]: vector<16xi8>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
+// CHECK: return %[[V]] : i8
+
+// -----
+
+func.func @reduce_i8_scalable(%arg0: vector<[16]xi8>) -> i8 {
+ %0 = vector.reduction <add>, %arg0 : vector<[16]xi8> into i8
+ return %0 : i8
+}
+// CHECK-LABEL: @reduce_i8_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi8>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
+// CHECK: return %[[V]] : i8
+
+// -----
+
+func.func @reduce_i32(%arg0: vector<16xi32>) -> i32 {
+ %0 = vector.reduction <add>, %arg0 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
+ %0 = vector.reduction <add>, %arg0 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <add>, %arg0, %arg1 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_acc_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
+// CHECK: %[[V:.*]] = llvm.add %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <add>, %arg0, %arg1 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_acc_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
+// CHECK: %[[V:.*]] = llvm.add %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_mul_i32(%arg0: vector<16xi32>) -> i32 {
+ %0 = vector.reduction <mul>, %arg0 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_mul_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.mul"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_mul_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
+ %0 = vector.reduction <mul>, %arg0 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_mul_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.mul"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_mul_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <mul>, %arg0, %arg1 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_mul_acc_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.mul"(%[[A]])
+// CHECK: %[[V:.*]] = llvm.mul %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_mul_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <mul>, %arg0, %arg1 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_mul_acc_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.mul"(%[[A]])
+// CHECK: %[[V:.*]] = llvm.mul %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_fmaximum_f32(%arg0: vector<16xf32>, %arg1: f32) -> f32 {
+ %0 = vector.reduction <maximumf>, %arg0, %arg1 : vector<16xf32> into f32
+ return %0 : f32
+}
+// CHECK-LABEL: @reduce_fmaximum_f32(
+// CHECK-SAME: %[[A:.*]]: vector<16xf32>, %[[B:.*]]: f32)
+// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmaximum(%[[A]]) : (vector<16xf32>) -> f32
+// CHECK: %[[R:.*]] = llvm.intr.maximum(%[[V]], %[[B]]) : (f32, f32) -> f32
+// CHECK: return %[[R]] : f32
+
+// -----
+
+func.func @reduce_fmaximum_f32_scalable(%arg0: vector<[16]xf32>, %arg1: f32) -> f32 {
+ %0 = vector.reduction <maximumf>, %arg0, %arg1 : vector<[16]xf32> into f32
+ return %0 : f32
+}
+// CHECK-LABEL: @reduce_fmaximum_f32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>, %[[B:.*]]: f32)
+// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmaximum(%[[A]]) : (vector<[16]xf32>) -> f32
+// CHECK: %[[R:.*]] = llvm.intr.maximum(%[[V]], %[[B]]) : (f32, f32) -> f32
+// CHECK: return %[[R]] : f32
+
+// -----
+
+func.func @reduce_fminimum_f32(%arg0: vector<16xf32>, %arg1: f32) -> f32 {
+ %0 = vector.reduction <minimumf>, %arg0, %arg1 : vector<16xf32> into f32
+ return %0 : f32
+}
+// CHECK-LABEL: @reduce_fminimum_f32(
+// CHECK-SAME: %[[A:.*]]: vector<16xf32>, %[[B:.*]]: f32)
+// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fminimum(%[[A]]) : (vector<16xf32>) -> f32
+// CHECK: %[[R:.*]] = llvm.intr.minimum(%[[V]], %[[B]]) : (f32, f32) -> f32
+// CHECK: return %[[R]] : f32
+
+// -----
+
+func.func @reduce_fminimum_f32_scalable(%arg0: vector<[16]xf32>, %arg1: f32) -> f32 {
+ %0 = vector.reduction <minimumf>, %arg0, %arg1 : vector<[16]xf32> into f32
+ return %0 : f32
+}
+// CHECK-LABEL: @reduce_fminimum_f32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>, %[[B:.*]]: f32)
+// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fminimum(%[[A]]) : (vector<[16]xf32>) -> f32
+// CHECK: %[[R:.*]] = llvm.intr.minimum(%[[V]], %[[B]]) : (f32, f32) -> f32
+// CHECK: return %[[R]] : f32
+
+// -----
+
+func.func @reduce_fmax_f32(%arg0: vector<16xf32>, %arg1: f32) -> f32 {
+ %0 = vector.reduction <maxnumf>, %arg0, %arg1 : vector<16xf32> into f32
+ return %0 : f32
+}
+// CHECK-LABEL: @reduce_fmax_f32(
+// CHECK-SAME: %[[A:.*]]: vector<16xf32>, %[[B:.*]]: f32)
+// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmax(%[[A]]) : (vector<16xf32>) -> f32
+// CHECK: %[[R:.*]] = llvm.intr.maxnum(%[[V]], %[[B]]) : (f32, f32) -> f32
+// CHECK: return %[[R]] : f32
+
+// -----
+
+func.func @reduce_fmax_f32_scalable(%arg0: vector<[16]xf32>, %arg1: f32) -> f32 {
+ %0 = vector.reduction <maxnumf>, %arg0, %arg1 : vector<[16]xf32> into f32
+ return %0 : f32
+}
+// CHECK-LABEL: @reduce_fmax_f32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>, %[[B:.*]]: f32)
+// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmax(%[[A]]) : (vector<[16]xf32>) -> f32
+// CHECK: %[[R:.*]] = llvm.intr.maxnum(%[[V]], %[[B]]) : (f32, f32) -> f32
+// CHECK: return %[[R]] : f32
+
+// -----
+
+func.func @reduce_fmin_f32(%arg0: vector<16xf32>, %arg1: f32) -> f32 {
+ %0 = vector.reduction <minnumf>, %arg0, %arg1 : vector<16xf32> into f32
+ return %0 : f32
+}
+// CHECK-LABEL: @reduce_fmin_f32(
+// CHECK-SAME: %[[A:.*]]: vector<16xf32>, %[[B:.*]]: f32)
+// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmin(%[[A]]) : (vector<16xf32>) -> f32
+// CHECK: %[[R:.*]] = llvm.intr.minnum(%[[V]], %[[B]]) : (f32, f32) -> f32
+// CHECK: return %[[R]] : f32
+
+// -----
+
+func.func @reduce_fmin_f32_scalable(%arg0: vector<[16]xf32>, %arg1: f32) -> f32 {
+ %0 = vector.reduction <minnumf>, %arg0, %arg1 : vector<[16]xf32> into f32
+ return %0 : f32
+}
+// CHECK-LABEL: @reduce_fmin_f32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>, %[[B:.*]]: f32)
+// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmin(%[[A]]) : (vector<[16]xf32>) -> f32
+// CHECK: %[[R:.*]] = llvm.intr.minnum(%[[V]], %[[B]]) : (f32, f32) -> f32
+// CHECK: return %[[R]] : f32
+
+// -----
+
+func.func @reduce_minui_i32(%arg0: vector<16xi32>) -> i32 {
+ %0 = vector.reduction <minui>, %arg0 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_minui_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.umin"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_minui_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
+ %0 = vector.reduction <minui>, %arg0 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_minui_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.umin"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_minui_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <minui>, %arg0, %arg1 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_minui_acc_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.umin"(%[[A]])
+// CHECK: %[[S:.*]] = llvm.icmp "ule" %[[ACC]], %[[R]]
+// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_minui_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <minui>, %arg0, %arg1 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_minui_acc_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.umin"(%[[A]])
+// CHECK: %[[S:.*]] = llvm.icmp "ule" %[[ACC]], %[[R]]
+// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_maxui_i32(%arg0: vector<16xi32>) -> i32 {
+ %0 = vector.reduction <maxui>, %arg0 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_maxui_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.umax"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_maxui_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
+ %0 = vector.reduction <maxui>, %arg0 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_maxui_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.umax"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_maxui_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <maxui>, %arg0, %arg1 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_maxui_acc_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.umax"(%[[A]])
+// CHECK: %[[S:.*]] = llvm.icmp "uge" %[[ACC]], %[[R]]
+// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_maxui_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <maxui>, %arg0, %arg1 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_maxui_acc_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.umax"(%[[A]])
+// CHECK: %[[S:.*]] = llvm.icmp "uge" %[[ACC]], %[[R]]
+// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_minsi_i32(%arg0: vector<16xi32>) -> i32 {
+ %0 = vector.reduction <minsi>, %arg0 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_minsi_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.smin"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_minsi_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
+ %0 = vector.reduction <minsi>, %arg0 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_minsi_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.smin"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_minsi_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <minsi>, %arg0, %arg1 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_minsi_acc_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.smin"(%[[A]])
+// CHECK: %[[S:.*]] = llvm.icmp "sle" %[[ACC]], %[[R]]
+// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_minsi_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <minsi>, %arg0, %arg1 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_minsi_acc_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.smin"(%[[A]])
+// CHECK: %[[S:.*]] = llvm.icmp "sle" %[[ACC]], %[[R]]
+// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_maxsi_i32(%arg0: vector<16xi32>) -> i32 {
+ %0 = vector.reduction <maxsi>, %arg0 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_maxsi_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.smax"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_maxsi_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
+ %0 = vector.reduction <maxsi>, %arg0 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_maxsi_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.smax"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_maxsi_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <maxsi>, %arg0, %arg1 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_maxsi_acc_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.smax"(%[[A]])
+// CHECK: %[[S:.*]] = llvm.icmp "sge" %[[ACC]], %[[R]]
+// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_maxsi_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <maxsi>, %arg0, %arg1 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_maxsi_acc_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.smax"(%[[A]])
+// CHECK: %[[S:.*]] = llvm.icmp "sge" %[[ACC]], %[[R]]
+// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_and_i32(%arg0: vector<16xi32>) -> i32 {
+ %0 = vector.reduction <and>, %arg0 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_and_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.and"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_and_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
+ %0 = vector.reduction <and>, %arg0 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_and_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.and"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_and_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <and>, %arg0, %arg1 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_and_acc_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.and"(%[[A]])
+// CHECK: %[[V:.*]] = llvm.and %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_and_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <and>, %arg0, %arg1 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_and_acc_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.and"(%[[A]])
+// CHECK: %[[V:.*]] = llvm.and %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_or_i32(%arg0: vector<16xi32>) -> i32 {
+ %0 = vector.reduction <or>, %arg0 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_or_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.or"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_or_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
+ %0 = vector.reduction <or>, %arg0 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_or_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.or"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_or_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <or>, %arg0, %arg1 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_or_acc_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.or"(%[[A]])
+// CHECK: %[[V:.*]] = llvm.or %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_or_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <or>, %arg0, %arg1 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_or_acc_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.or"(%[[A]])
+// CHECK: %[[V:.*]] = llvm.or %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_xor_i32(%arg0: vector<16xi32>) -> i32 {
+ %0 = vector.reduction <xor>, %arg0 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_xor_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.xor"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_xor_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
+ %0 = vector.reduction <xor>, %arg0 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_xor_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.xor"(%[[A]])
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_xor_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <xor>, %arg0, %arg1 : vector<16xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_xor_acc_i32(
+// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.xor"(%[[A]])
+// CHECK: %[[V:.*]] = llvm.xor %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_xor_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
+ %0 = vector.reduction <xor>, %arg0, %arg1 : vector<[16]xi32> into i32
+ return %0 : i32
+}
+// CHECK-LABEL: @reduce_xor_acc_i32_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
+// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.xor"(%[[A]])
+// CHECK: %[[V:.*]] = llvm.xor %[[ACC]], %[[R]]
+// CHECK: return %[[V]] : i32
+
+// -----
+
+func.func @reduce_i64(%arg0: vector<16xi64>) -> i64 {
+ %0 = vector.reduction <add>, %arg0 : vector<16xi64> into i64
+ return %0 : i64
+}
+// CHECK-LABEL: @reduce_i64(
+// CHECK-SAME: %[[A:.*]]: vector<16xi64>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
+// CHECK: return %[[V]] : i64
+
+// -----
+
+func.func @reduce_i64_scalable(%arg0: vector<[16]xi64>) -> i64 {
+ %0 = vector.reduction <add>, %arg0 : vector<[16]xi64> into i64
+ return %0 : i64
+}
+// CHECK-LABEL: @reduce_i64_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xi64>)
+// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
+// CHECK: return %[[V]] : i64
+
+// -----
+
+func.func @reduce_index(%arg0: vector<16xindex>) -> index {
+ %0 = vector.reduction <add>, %arg0 : vector<16xindex> into index
+ return %0 : index
+}
+// CHECK-LABEL: @reduce_index(
+// CHECK-SAME: %[[A:.*]]: vector<16xindex>)
+// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<16xindex> to vector<16xi64>
+// CHECK: %[[T1:.*]] = "llvm.intr.vector.reduce.add"(%[[T0]])
+// CHECK: %[[T2:.*]] = builtin.unrealized_conversion_cast %[[T1]] : i64 to index
+// CHECK: return %[[T2]] : index
+
+// -----
+
+func.func @reduce_index_scalable(%arg0: vector<[16]xindex>) -> index {
+ %0 = vector.reduction <add>, %arg0 : vector<[16]xindex> into index
+ return %0 : index
+}
+// CHECK-LABEL: @reduce_index_scalable(
+// CHECK-SAME: %[[A:.*]]: vector<[16]xindex>)
+// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<[16]xindex> to vector<[16]xi64>
+// CHECK: %[[T1:.*]] = "llvm.intr.vector.reduce.add"(%[[T0]])
+// CHECK: %[[T2:.*]] = builtin.unrealized_conversion_cast %[[T1]] : i64 to index
+// CHECK: return %[[T2]] : index
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.transpose
+//===----------------------------------------------------------------------===//
+
+func.func @transpose_0d(%arg0: vector<f32>) -> vector<f32> {
+ %0 = vector.transpose %arg0, [] : vector<f32> to vector<f32>
+ return %0 : vector<f32>
+}
+
+// CHECK-LABEL: func @transpose_0d
+// CHECK-SAME: %[[A:.*]]: vector<f32>
+// CHECK: return %[[A]] : vector<f32>
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.load
+//===----------------------------------------------------------------------===//
+
+func.func @load(%memref : memref<200x100xf32>, %i : index, %j : index) -> vector<8xf32> {
+ %0 = vector.load %memref[%i, %j] : memref<200x100xf32>, vector<8xf32>
+ return %0 : vector<8xf32>
+}
+
+// CHECK-LABEL: func @load
+// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
+// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
+// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
+// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: llvm.load %[[GEP]] {alignment = 4 : i64} : !llvm.ptr -> vector<8xf32>
+
+// -----
+
+func.func @load_scalable(%memref : memref<200x100xf32>, %i : index, %j : index) -> vector<[8]xf32> {
+ %0 = vector.load %memref[%i, %j] : memref<200x100xf32>, vector<[8]xf32>
+ return %0 : vector<[8]xf32>
+}
+
+// CHECK-LABEL: func @load_scalable
+// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
+// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
+// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
+// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: llvm.load %[[GEP]] {alignment = 4 : i64} : !llvm.ptr -> vector<[8]xf32>
+
+// -----
+
+func.func @load_nontemporal(%memref : memref<200x100xf32>, %i : index, %j : index) -> vector<8xf32> {
+ %0 = vector.load %memref[%i, %j] {nontemporal = true} : memref<200x100xf32>, vector<8xf32>
+ return %0 : vector<8xf32>
+}
+
+// CHECK-LABEL: func @load_nontemporal
+// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
+// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
+// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
+// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: llvm.load %[[GEP]] {alignment = 4 : i64, nontemporal} : !llvm.ptr -> vector<8xf32>
+
+// -----
+
+func.func @load_nontemporal_scalable(%memref : memref<200x100xf32>, %i : index, %j : index) -> vector<[8]xf32> {
+ %0 = vector.load %memref[%i, %j] {nontemporal = true} : memref<200x100xf32>, vector<[8]xf32>
+ return %0 : vector<[8]xf32>
+}
+
+// CHECK-LABEL: func @load_nontemporal_scalable
+// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
+// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
+// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
+// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: llvm.load %[[GEP]] {alignment = 4 : i64, nontemporal} : !llvm.ptr -> vector<[8]xf32>
+
+// -----
+
+func.func @load_index(%memref : memref<200x100xindex>, %i : index, %j : index) -> vector<8xindex> {
+ %0 = vector.load %memref[%i, %j] : memref<200x100xindex>, vector<8xindex>
+ return %0 : vector<8xindex>
+}
+// CHECK-LABEL: func @load_index
+// CHECK: %[[T0:.*]] = llvm.load %{{.*}} {alignment = 8 : i64} : !llvm.ptr -> vector<8xi64>
+// CHECK: %[[T1:.*]] = builtin.unrealized_conversion_cast %[[T0]] : vector<8xi64> to vector<8xindex>
+// CHECK: return %[[T1]] : vector<8xindex>
+
+// -----
+
+func.func @load_index_scalable(%memref : memref<200x100xindex>, %i : index, %j : index) -> vector<[8]xindex> {
+ %0 = vector.load %memref[%i, %j] : memref<200x100xindex>, vector<[8]xindex>
+ return %0 : vector<[8]xindex>
+}
+// CHECK-LABEL: func @load_index_scalable
+// CHECK: %[[T0:.*]] = llvm.load %{{.*}} {alignment = 8 : i64} : !llvm.ptr -> vector<[8]xi64>
+// CHECK: %[[T1:.*]] = builtin.unrealized_conversion_cast %[[T0]] : vector<[8]xi64> to vector<[8]xindex>
+// CHECK: return %[[T1]] : vector<[8]xindex>
+
+// -----
+
+func.func @load_0d(%memref : memref<200x100xf32>, %i : index, %j : index) -> vector<f32> {
+ %0 = vector.load %memref[%i, %j] : memref<200x100xf32>, vector<f32>
+ return %0 : vector<f32>
+}
+
+// CHECK-LABEL: func @load_0d
+// CHECK: %[[J:.*]] = builtin.unrealized_conversion_cast %{{.*}} : index to i64
+// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %{{.*}} : index to i64
+// CHECK: %[[CAST_MEMREF:.*]] = builtin.unrealized_conversion_cast %{{.*}} : memref<200x100xf32> to !llvm.struct<(ptr, ptr, i64, array<2 x i64>, array<2 x i64>)>
+// CHECK: %[[REF:.*]] = llvm.extractvalue %[[CAST_MEMREF]][1] : !llvm.struct<(ptr, ptr, i64, array<2 x i64>, array<2 x i64>)>
+// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
+// CHECK: %[[MUL:.*]] = llvm.mul %[[I]], %[[C100]] : i64
+// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %[[J]] : i64
+// CHECK: %[[ADDR:.*]] = llvm.getelementptr %[[REF]][%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: %[[LOAD:.*]] = llvm.load %[[ADDR]] {alignment = 4 : i64} : !llvm.ptr -> vector<1xf32>
+// CHECK: %[[RES:.*]] = builtin.unrealized_conversion_cast %[[LOAD]] : vector<1xf32> to vector<f32>
+// CHECK: return %[[RES]] : vector<f32>
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.store
+//===----------------------------------------------------------------------===//
+
+func.func @store(%memref : memref<200x100xf32>, %i : index, %j : index) {
+ %val = arith.constant dense<11.0> : vector<4xf32>
+ vector.store %val, %memref[%i, %j] : memref<200x100xf32>, vector<4xf32>
+ return
+}
+
+// CHECK-LABEL: func @store
+// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
+// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
+// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
+// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: llvm.store %{{.*}}, %[[GEP]] {alignment = 4 : i64} : vector<4xf32>, !llvm.ptr
+
+// -----
+
+func.func @store_scalable(%memref : memref<200x100xf32>, %i : index, %j : index) {
+ %val = arith.constant dense<11.0> : vector<[4]xf32>
+ vector.store %val, %memref[%i, %j] : memref<200x100xf32>, vector<[4]xf32>
+ return
+}
+
+// CHECK-LABEL: func @store_scalable
+// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
+// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
+// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
+// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: llvm.store %{{.*}}, %[[GEP]] {alignment = 4 : i64} : vector<[4]xf32>, !llvm.ptr
+
+// -----
+
+func.func @store_nontemporal(%memref : memref<200x100xf32>, %i : index, %j : index) {
+ %val = arith.constant dense<11.0> : vector<4xf32>
+ vector.store %val, %memref[%i, %j] {nontemporal = true} : memref<200x100xf32>, vector<4xf32>
+ return
+}
+
+// CHECK-LABEL: func @store_nontemporal
+// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
+// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
+// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
+// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: llvm.store %{{.*}}, %[[GEP]] {alignment = 4 : i64, nontemporal} : vector<4xf32>, !llvm.ptr
+
+// -----
+
+func.func @store_nontemporal_scalable(%memref : memref<200x100xf32>, %i : index, %j : index) {
+ %val = arith.constant dense<11.0> : vector<[4]xf32>
+ vector.store %val, %memref[%i, %j] {nontemporal = true} : memref<200x100xf32>, vector<[4]xf32>
+ return
+}
+
+// CHECK-LABEL: func @store_nontemporal_scalable
+// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
+// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
+// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
+// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: llvm.store %{{.*}}, %[[GEP]] {alignment = 4 : i64, nontemporal} : vector<[4]xf32>, !llvm.ptr
+
+// -----
+
+func.func @store_index(%memref : memref<200x100xindex>, %i : index, %j : index) {
+ %val = arith.constant dense<11> : vector<4xindex>
+ vector.store %val, %memref[%i, %j] : memref<200x100xindex>, vector<4xindex>
+ return
+}
+// CHECK-LABEL: func @store_index
+// CHECK: llvm.store %{{.*}}, %{{.*}} {alignment = 8 : i64} : vector<4xi64>, !llvm.ptr
+
+// -----
+
+func.func @store_index_scalable(%memref : memref<200x100xindex>, %i : index, %j : index) {
+ %val = arith.constant dense<11> : vector<[4]xindex>
+ vector.store %val, %memref[%i, %j] : memref<200x100xindex>, vector<[4]xindex>
+ return
+}
+// CHECK-LABEL: func @store_index_scalable
+// CHECK: llvm.store %{{.*}}, %{{.*}} {alignment = 8 : i64} : vector<[4]xi64>, !llvm.ptr
+
+// -----
+
+func.func @store_0d(%memref : memref<200x100xf32>, %i : index, %j : index) {
+ %val = arith.constant dense<11.0> : vector<f32>
+ vector.store %val, %memref[%i, %j] : memref<200x100xf32>, vector<f32>
+ return
+}
+
+// CHECK-LABEL: func @store_0d
+// CHECK: %[[J:.*]] = builtin.unrealized_conversion_cast %{{.*}} : index to i64
+// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %{{.*}} : index to i64
+// CHECK: %[[CAST_MEMREF:.*]] = builtin.unrealized_conversion_cast %{{.*}} : memref<200x100xf32> to !llvm.struct<(ptr, ptr, i64, array<2 x i64>, array<2 x i64>)>
+// CHECK: %[[CST:.*]] = arith.constant dense<1.100000e+01> : vector<f32>
+// CHECK: %[[VAL:.*]] = builtin.unrealized_conversion_cast %[[CST]] : vector<f32> to vector<1xf32>
+// CHECK: %[[REF:.*]] = llvm.extractvalue %[[CAST_MEMREF]][1] : !llvm.struct<(ptr, ptr, i64, array<2 x i64>, array<2 x i64>)>
+// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
+// CHECK: %[[MUL:.*]] = llvm.mul %[[I]], %[[C100]] : i64
+// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %[[J]] : i64
+// CHECK: %[[ADDR:.*]] = llvm.getelementptr %[[REF]][%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: llvm.store %[[VAL]], %[[ADDR]] {alignment = 4 : i64} : vector<1xf32>, !llvm.ptr
+// CHECK: return
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.maskedload
+//===----------------------------------------------------------------------===//
+
+func.func @masked_load(%arg0: memref<?xf32>, %arg1: vector<16xi1>, %arg2: vector<16xf32>) -> vector<16xf32> {
+ %c0 = arith.constant 0: index
+ %0 = vector.maskedload %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<16xi1>, vector<16xf32> into vector<16xf32>
+ return %0 : vector<16xf32>
+}
+
+// CHECK-LABEL: func @masked_load
+// CHECK: %[[CO:.*]] = arith.constant 0 : index
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: %[[L:.*]] = llvm.intr.masked.load %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.ptr, vector<16xi1>, vector<16xf32>) -> vector<16xf32>
+// CHECK: return %[[L]] : vector<16xf32>
+
+// -----
+
+func.func @masked_load_scalable(%arg0: memref<?xf32>, %arg1: vector<[16]xi1>, %arg2: vector<[16]xf32>) -> vector<[16]xf32> {
+ %c0 = arith.constant 0: index
+ %0 = vector.maskedload %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<[16]xi1>, vector<[16]xf32> into vector<[16]xf32>
+ return %0 : vector<[16]xf32>
+}
+
+// CHECK-LABEL: func @masked_load_scalable
+// CHECK: %[[CO:.*]] = arith.constant 0 : index
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: %[[L:.*]] = llvm.intr.masked.load %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.ptr, vector<[16]xi1>, vector<[16]xf32>) -> vector<[16]xf32>
+// CHECK: return %[[L]] : vector<[16]xf32>
+
+// -----
+
+func.func @masked_load_index(%arg0: memref<?xindex>, %arg1: vector<16xi1>, %arg2: vector<16xindex>) -> vector<16xindex> {
+ %c0 = arith.constant 0: index
+ %0 = vector.maskedload %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<16xi1>, vector<16xindex> into vector<16xindex>
+ return %0 : vector<16xindex>
+}
+// CHECK-LABEL: func @masked_load_index
+// CHECK: %{{.*}} = llvm.intr.masked.load %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : (!llvm.ptr, vector<16xi1>, vector<16xi64>) -> vector<16xi64>
+
+// -----
+
+func.func @masked_load_index_scalable(%arg0: memref<?xindex>, %arg1: vector<[16]xi1>, %arg2: vector<[16]xindex>) -> vector<[16]xindex> {
+ %c0 = arith.constant 0: index
+ %0 = vector.maskedload %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<[16]xi1>, vector<[16]xindex> into vector<[16]xindex>
+ return %0 : vector<[16]xindex>
+}
+// CHECK-LABEL: func @masked_load_index_scalable
+// CHECK: %{{.*}} = llvm.intr.masked.load %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : (!llvm.ptr, vector<[16]xi1>, vector<[16]xi64>) -> vector<[16]xi64>
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.maskedstore
+//===----------------------------------------------------------------------===//
+
+func.func @masked_store(%arg0: memref<?xf32>, %arg1: vector<16xi1>, %arg2: vector<16xf32>) {
+ %c0 = arith.constant 0: index
+ vector.maskedstore %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<16xi1>, vector<16xf32>
+ return
+}
+
+// CHECK-LABEL: func @masked_store
+// CHECK: %[[CO:.*]] = arith.constant 0 : index
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: llvm.intr.masked.store %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<16xf32>, vector<16xi1> into !llvm.ptr
+
+// -----
+
+func.func @masked_store_scalable(%arg0: memref<?xf32>, %arg1: vector<[16]xi1>, %arg2: vector<[16]xf32>) {
+ %c0 = arith.constant 0: index
+ vector.maskedstore %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<[16]xi1>, vector<[16]xf32>
+ return
+}
+
+// CHECK-LABEL: func @masked_store_scalable
+// CHECK: %[[CO:.*]] = arith.constant 0 : index
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: llvm.intr.masked.store %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<[16]xf32>, vector<[16]xi1> into !llvm.ptr
+
+// -----
+
+func.func @masked_store_index(%arg0: memref<?xindex>, %arg1: vector<16xi1>, %arg2: vector<16xindex>) {
+ %c0 = arith.constant 0: index
+ vector.maskedstore %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<16xi1>, vector<16xindex>
+ return
+}
+// CHECK-LABEL: func @masked_store_index
+// CHECK: llvm.intr.masked.store %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : vector<16xi64>, vector<16xi1> into !llvm.ptr
+
+// -----
+
+func.func @masked_store_index_scalable(%arg0: memref<?xindex>, %arg1: vector<[16]xi1>, %arg2: vector<[16]xindex>) {
+ %c0 = arith.constant 0: index
+ vector.maskedstore %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<[16]xi1>, vector<[16]xindex>
+ return
+}
+// CHECK-LABEL: func @masked_store_index_scalable
+// CHECK: llvm.intr.masked.store %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : vector<[16]xi64>, vector<[16]xi1> into !llvm.ptr
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.gather
+//===----------------------------------------------------------------------===//
+
+func.func @gather(%arg0: memref<?xf32>, %arg1: vector<3xi32>, %arg2: vector<3xi1>, %arg3: vector<3xf32>) -> vector<3xf32> {
+ %0 = arith.constant 0: index
+ %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<3xi32>, vector<3xi1>, vector<3xf32> into vector<3xf32>
+ return %1 : vector<3xf32>
+}
+
+// CHECK-LABEL: func @gather
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<3xi32>) -> !llvm.vec<3 x ptr>, f32
+// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<3 x ptr>, vector<3xi1>, vector<3xf32>) -> vector<3xf32>
+// CHECK: return %[[G]] : vector<3xf32>
+
+// -----
+
+func.func @gather_scalable(%arg0: memref<?xf32>, %arg1: vector<[3]xi32>, %arg2: vector<[3]xi1>, %arg3: vector<[3]xf32>) -> vector<[3]xf32> {
+ %0 = arith.constant 0: index
+ %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<[3]xi32>, vector<[3]xi1>, vector<[3]xf32> into vector<[3]xf32>
+ return %1 : vector<[3]xf32>
+}
+
+// CHECK-LABEL: func @gather_scalable
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<[3]xi32>) -> !llvm.vec<? x 3 x ptr>, f32
+// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<? x 3 x ptr>, vector<[3]xi1>, vector<[3]xf32>) -> vector<[3]xf32>
+// CHECK: return %[[G]] : vector<[3]xf32>
+
+// -----
+
+func.func @gather_global_memory(%arg0: memref<?xf32, 1>, %arg1: vector<3xi32>, %arg2: vector<3xi1>, %arg3: vector<3xf32>) -> vector<3xf32> {
+ %0 = arith.constant 0: index
+ %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32, 1>, vector<3xi32>, vector<3xi1>, vector<3xf32> into vector<3xf32>
+ return %1 : vector<3xf32>
+}
+
+// CHECK-LABEL: func @gather_global_memory
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr<1>, vector<3xi32>) -> !llvm.vec<3 x ptr<1>>, f32
+// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<3 x ptr<1>>, vector<3xi1>, vector<3xf32>) -> vector<3xf32>
+// CHECK: return %[[G]] : vector<3xf32>
+
+// -----
+
+func.func @gather_global_memory_scalable(%arg0: memref<?xf32, 1>, %arg1: vector<[3]xi32>, %arg2: vector<[3]xi1>, %arg3: vector<[3]xf32>) -> vector<[3]xf32> {
+ %0 = arith.constant 0: index
+ %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32, 1>, vector<[3]xi32>, vector<[3]xi1>, vector<[3]xf32> into vector<[3]xf32>
+ return %1 : vector<[3]xf32>
+}
+
+// CHECK-LABEL: func @gather_global_memory_scalable
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr<1>, vector<[3]xi32>) -> !llvm.vec<? x 3 x ptr<1>>, f32
+// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<? x 3 x ptr<1>>, vector<[3]xi1>, vector<[3]xf32>) -> vector<[3]xf32>
+// CHECK: return %[[G]] : vector<[3]xf32>
+
+// -----
+
+
+func.func @gather_index(%arg0: memref<?xindex>, %arg1: vector<3xindex>, %arg2: vector<3xi1>, %arg3: vector<3xindex>) -> vector<3xindex> {
+ %0 = arith.constant 0: index
+ %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xindex>, vector<3xindex>, vector<3xi1>, vector<3xindex> into vector<3xindex>
+ return %1 : vector<3xindex>
+}
+
+// CHECK-LABEL: func @gather_index
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<3xi64>) -> !llvm.vec<3 x ptr>, i64
+// CHECK: %[[G:.*]] = llvm.intr.masked.gather %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : (!llvm.vec<3 x ptr>, vector<3xi1>, vector<3xi64>) -> vector<3xi64>
+// CHECK: %{{.*}} = builtin.unrealized_conversion_cast %[[G]] : vector<3xi64> to vector<3xindex>
+
+// -----
+
+func.func @gather_index_scalable(%arg0: memref<?xindex>, %arg1: vector<[3]xindex>, %arg2: vector<[3]xi1>, %arg3: vector<[3]xindex>) -> vector<[3]xindex> {
+ %0 = arith.constant 0: index
+ %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xindex>, vector<[3]xindex>, vector<[3]xi1>, vector<[3]xindex> into vector<[3]xindex>
+ return %1 : vector<[3]xindex>
+}
+
+// CHECK-LABEL: func @gather_index_scalable
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<[3]xi64>) -> !llvm.vec<? x 3 x ptr>, i64
+// CHECK: %[[G:.*]] = llvm.intr.masked.gather %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : (!llvm.vec<? x 3 x ptr>, vector<[3]xi1>, vector<[3]xi64>) -> vector<[3]xi64>
+// CHECK: %{{.*}} = builtin.unrealized_conversion_cast %[[G]] : vector<[3]xi64> to vector<[3]xindex>
+
+// -----
+
+func.func @gather_2d_from_1d(%arg0: memref<?xf32>, %arg1: vector<2x3xi32>, %arg2: vector<2x3xi1>, %arg3: vector<2x3xf32>) -> vector<2x3xf32> {
+ %0 = arith.constant 0: index
+ %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<2x3xi32>, vector<2x3xi1>, vector<2x3xf32> into vector<2x3xf32>
+ return %1 : vector<2x3xf32>
+}
+
+// CHECK-LABEL: func @gather_2d_from_1d
+// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}} : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: %[[I0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<3xi32>>
+// CHECK: %[[M0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<3xi1>>
+// CHECK: %[[S0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<3xf32>>
+// CHECK: %[[P0:.*]] = llvm.getelementptr %[[B]][%[[I0]]] : (!llvm.ptr, vector<3xi32>) -> !llvm.vec<3 x ptr>, f32
+// CHECK: %[[G0:.*]] = llvm.intr.masked.gather %[[P0]], %[[M0]], %[[S0]] {alignment = 4 : i32} : (!llvm.vec<3 x ptr>, vector<3xi1>, vector<3xf32>) -> vector<3xf32>
+// CHECK: %{{.*}} = llvm.insertvalue %[[G0]], %{{.*}}[0] : !llvm.array<2 x vector<3xf32>>
+// CHECK: %[[I1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<3xi32>>
+// CHECK: %[[M1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<3xi1>>
+// CHECK: %[[S1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<3xf32>>
+// CHECK: %[[P1:.*]] = llvm.getelementptr %[[B]][%[[I1]]] : (!llvm.ptr, vector<3xi32>) -> !llvm.vec<3 x ptr>, f32
+// CHECK: %[[G1:.*]] = llvm.intr.masked.gather %[[P1]], %[[M1]], %[[S1]] {alignment = 4 : i32} : (!llvm.vec<3 x ptr>, vector<3xi1>, vector<3xf32>) -> vector<3xf32>
+// CHECK: %{{.*}} = llvm.insertvalue %[[G1]], %{{.*}}[1] : !llvm.array<2 x vector<3xf32>>
+
+// -----
+
+func.func @gather_2d_from_1d_scalable(%arg0: memref<?xf32>, %arg1: vector<2x[3]xi32>, %arg2: vector<2x[3]xi1>, %arg3: vector<2x[3]xf32>) -> vector<2x[3]xf32> {
+ %0 = arith.constant 0: index
+ %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<2x[3]xi32>, vector<2x[3]xi1>, vector<2x[3]xf32> into vector<2x[3]xf32>
+ return %1 : vector<2x[3]xf32>
+}
+
+// CHECK-LABEL: func @gather_2d_from_1d_scalable
+// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}} : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: %[[I0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<[3]xi32>>
+// CHECK: %[[M0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<[3]xi1>>
+// CHECK: %[[S0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<[3]xf32>>
+// CHECK: %[[P0:.*]] = llvm.getelementptr %[[B]][%[[I0]]] : (!llvm.ptr, vector<[3]xi32>) -> !llvm.vec<? x 3 x ptr>, f32
+// CHECK: %[[G0:.*]] = llvm.intr.masked.gather %[[P0]], %[[M0]], %[[S0]] {alignment = 4 : i32} : (!llvm.vec<? x 3 x ptr>, vector<[3]xi1>, vector<[3]xf32>) -> vector<[3]xf32>
+// CHECK: %{{.*}} = llvm.insertvalue %[[G0]], %{{.*}}[0] : !llvm.array<2 x vector<[3]xf32>>
+// CHECK: %[[I1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<[3]xi32>>
+// CHECK: %[[M1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<[3]xi1>>
+// CHECK: %[[S1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<[3]xf32>>
+// CHECK: %[[P1:.*]] = llvm.getelementptr %[[B]][%[[I1]]] : (!llvm.ptr, vector<[3]xi32>) -> !llvm.vec<? x 3 x ptr>, f32
+// CHECK: %[[G1:.*]] = llvm.intr.masked.gather %[[P1]], %[[M1]], %[[S1]] {alignment = 4 : i32} : (!llvm.vec<? x 3 x ptr>, vector<[3]xi1>, vector<[3]xf32>) -> vector<[3]xf32>
+// CHECK: %{{.*}} = llvm.insertvalue %[[G1]], %{{.*}}[1] : !llvm.array<2 x vector<[3]xf32>>
+
+// -----
+
+
+func.func @gather_1d_from_2d(%arg0: memref<4x4xf32>, %arg1: vector<4xi32>, %arg2: vector<4xi1>, %arg3: vector<4xf32>) -> vector<4xf32> {
+ %0 = arith.constant 3 : index
+ %1 = vector.gather %arg0[%0, %0][%arg1], %arg2, %arg3 : memref<4x4xf32>, vector<4xi32>, vector<4xi1>, vector<4xf32> into vector<4xf32>
+ return %1 : vector<4xf32>
+}
+
+// CHECK-LABEL: func @gather_1d_from_2d
+// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: %[[P:.*]] = llvm.getelementptr %[[B]][%{{.*}}] : (!llvm.ptr, vector<4xi32>) -> !llvm.vec<4 x ptr>, f32
+// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<4 x ptr>, vector<4xi1>, vector<4xf32>) -> vector<4xf32>
+// CHECK: return %[[G]] : vector<4xf32>
+
+// -----
+
+func.func @gather_1d_from_2d_scalable(%arg0: memref<4x?xf32>, %arg1: vector<[4]xi32>, %arg2: vector<[4]xi1>, %arg3: vector<[4]xf32>) -> vector<[4]xf32> {
+ %0 = arith.constant 3 : index
+ %1 = vector.gather %arg0[%0, %0][%arg1], %arg2, %arg3 : memref<4x?xf32>, vector<[4]xi32>, vector<[4]xi1>, vector<[4]xf32> into vector<[4]xf32>
+ return %1 : vector<[4]xf32>
+}
+
+// CHECK-LABEL: func @gather_1d_from_2d_scalable
+// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: %[[P:.*]] = llvm.getelementptr %[[B]][%{{.*}}] : (!llvm.ptr, vector<[4]xi32>) -> !llvm.vec<? x 4 x ptr>, f32
+// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<? x 4 x ptr>, vector<[4]xi1>, vector<[4]xf32>) -> vector<[4]xf32>
+// CHECK: return %[[G]] : vector<[4]xf32>
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.scatter
+//===----------------------------------------------------------------------===//
+
+func.func @scatter(%arg0: memref<?xf32>, %arg1: vector<3xi32>, %arg2: vector<3xi1>, %arg3: vector<3xf32>) {
+ %0 = arith.constant 0: index
+ vector.scatter %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<3xi32>, vector<3xi1>, vector<3xf32>
+ return
+}
+
+// CHECK-LABEL: func @scatter
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<3xi32>) -> !llvm.vec<3 x ptr>, f32
+// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<3xf32>, vector<3xi1> into !llvm.vec<3 x ptr>
+
+// -----
+
+func.func @scatter_scalable(%arg0: memref<?xf32>, %arg1: vector<[3]xi32>, %arg2: vector<[3]xi1>, %arg3: vector<[3]xf32>) {
+ %0 = arith.constant 0: index
+ vector.scatter %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<[3]xi32>, vector<[3]xi1>, vector<[3]xf32>
+ return
+}
+
+// CHECK-LABEL: func @scatter_scalable
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<[3]xi32>) -> !llvm.vec<? x 3 x ptr>, f32
+// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<[3]xf32>, vector<[3]xi1> into !llvm.vec<? x 3 x ptr>
+
+// -----
+
+func.func @scatter_index(%arg0: memref<?xindex>, %arg1: vector<3xindex>, %arg2: vector<3xi1>, %arg3: vector<3xindex>) {
+ %0 = arith.constant 0: index
+ vector.scatter %arg0[%0][%arg1], %arg2, %arg3 : memref<?xindex>, vector<3xindex>, vector<3xi1>, vector<3xindex>
+ return
+}
+
+// CHECK-LABEL: func @scatter_index
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<3xi64>) -> !llvm.vec<3 x ptr>, i64
+// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 8 : i32} : vector<3xi64>, vector<3xi1> into !llvm.vec<3 x ptr>
+
+// -----
+
+func.func @scatter_index_scalable(%arg0: memref<?xindex>, %arg1: vector<[3]xindex>, %arg2: vector<[3]xi1>, %arg3: vector<[3]xindex>) {
+ %0 = arith.constant 0: index
+ vector.scatter %arg0[%0][%arg1], %arg2, %arg3 : memref<?xindex>, vector<[3]xindex>, vector<[3]xi1>, vector<[3]xindex>
+ return
+}
+
+// CHECK-LABEL: func @scatter_index_scalable
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<[3]xi64>) -> !llvm.vec<? x 3 x ptr>, i64
+// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 8 : i32} : vector<[3]xi64>, vector<[3]xi1> into !llvm.vec<? x 3 x ptr>
+
+// -----
+
+func.func @scatter_1d_into_2d(%arg0: memref<4x4xf32>, %arg1: vector<4xi32>, %arg2: vector<4xi1>, %arg3: vector<4xf32>) {
+ %0 = arith.constant 3 : index
+ vector.scatter %arg0[%0, %0][%arg1], %arg2, %arg3 : memref<4x4xf32>, vector<4xi32>, vector<4xi1>, vector<4xf32>
+ return
+}
+
+// CHECK-LABEL: func @scatter_1d_into_2d
+// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: %[[P:.*]] = llvm.getelementptr %[[B]][%{{.*}}] : (!llvm.ptr, vector<4xi32>) -> !llvm.vec<4 x ptr>, f32
+// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<4xf32>, vector<4xi1> into !llvm.vec<4 x ptr>
+
+// -----
+
+func.func @scatter_1d_into_2d_scalable(%arg0: memref<4x?xf32>, %arg1: vector<[4]xi32>, %arg2: vector<[4]xi1>, %arg3: vector<[4]xf32>) {
+ %0 = arith.constant 3 : index
+ vector.scatter %arg0[%0, %0][%arg1], %arg2, %arg3 : memref<4x?xf32>, vector<[4]xi32>, vector<[4]xi1>, vector<[4]xf32>
+ return
+}
+
+// CHECK-LABEL: func @scatter_1d_into_2d_scalable
+// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: %[[P:.*]] = llvm.getelementptr %[[B]][%{{.*}}] : (!llvm.ptr, vector<[4]xi32>) -> !llvm.vec<? x 4 x ptr>, f32
+// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<[4]xf32>, vector<[4]xi1> into !llvm.vec<? x 4 x ptr>
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.expandload
+//===----------------------------------------------------------------------===//
+
+func.func @expand_load_op(%arg0: memref<?xf32>, %arg1: vector<11xi1>, %arg2: vector<11xf32>) -> vector<11xf32> {
+ %c0 = arith.constant 0: index
+ %0 = vector.expandload %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<11xi1>, vector<11xf32> into vector<11xf32>
+ return %0 : vector<11xf32>
+}
+
+// CHECK-LABEL: func @expand_load_op
+// CHECK: %[[CO:.*]] = arith.constant 0 : index
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: %[[E:.*]] = "llvm.intr.masked.expandload"(%[[P]], %{{.*}}, %{{.*}}) : (!llvm.ptr, vector<11xi1>, vector<11xf32>) -> vector<11xf32>
+// CHECK: return %[[E]] : vector<11xf32>
+
+// -----
+
+func.func @expand_load_op_index(%arg0: memref<?xindex>, %arg1: vector<11xi1>, %arg2: vector<11xindex>) -> vector<11xindex> {
+ %c0 = arith.constant 0: index
+ %0 = vector.expandload %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<11xi1>, vector<11xindex> into vector<11xindex>
+ return %0 : vector<11xindex>
+}
+// CHECK-LABEL: func @expand_load_op_index
+// CHECK: %{{.*}} = "llvm.intr.masked.expandload"(%{{.*}}, %{{.*}}, %{{.*}}) : (!llvm.ptr, vector<11xi1>, vector<11xi64>) -> vector<11xi64>
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.compressstore
+//===----------------------------------------------------------------------===//
+
+func.func @compress_store_op(%arg0: memref<?xf32>, %arg1: vector<11xi1>, %arg2: vector<11xf32>) {
+ %c0 = arith.constant 0: index
+ vector.compressstore %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<11xi1>, vector<11xf32>
+ return
+}
+
+// CHECK-LABEL: func @compress_store_op
+// CHECK: %[[CO:.*]] = arith.constant 0 : index
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
+// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
+// CHECK: "llvm.intr.masked.compressstore"(%{{.*}}, %[[P]], %{{.*}}) : (vector<11xf32>, !llvm.ptr, vector<11xi1>) -> ()
+
+// -----
+
+func.func @compress_store_op_index(%arg0: memref<?xindex>, %arg1: vector<11xi1>, %arg2: vector<11xindex>) {
+ %c0 = arith.constant 0: index
+ vector.compressstore %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<11xi1>, vector<11xindex>
+ return
+}
+// CHECK-LABEL: func @compress_store_op_index
+// CHECK: "llvm.intr.masked.compressstore"(%{{.*}}, %{{.*}}, %{{.*}}) : (vector<11xi64>, !llvm.ptr, vector<11xi1>) -> ()
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.splat
+//===----------------------------------------------------------------------===//
+
+// CHECK-LABEL: @splat_0d
+// CHECK-SAME: %[[ELT:.*]]: f32
+func.func @splat_0d(%elt: f32) -> vector<f32> {
+ %v = vector.splat %elt : vector<f32>
+ return %v : vector<f32>
+}
+// CHECK-NEXT: %[[UNDEF:[0-9]+]] = llvm.mlir.undef : vector<1xf32>
+// CHECK-NEXT: %[[ZERO:[0-9]+]] = llvm.mlir.constant(0 : i32) : i32
+// CHECK-NEXT: %[[V:[0-9]+]] = llvm.insertelement %[[ELT]], %[[UNDEF]][%[[ZERO]] : i32] : vector<1xf32>
+// CHECK-NEXT: %[[VCAST:[0-9]+]] = builtin.unrealized_conversion_cast %[[V]] : vector<1xf32> to vector<f32>
+// CHECK-NEXT: return %[[VCAST]] : vector<f32>
+
+// -----
+
+// CHECK-LABEL: @splat
+// CHECK-SAME: %[[VEC:[0-9a-zA-Z]+]]: vector<4xf32>
+// CHECK-SAME: %[[ELT:[0-9a-zA-Z]+]]: f32
+func.func @splat(%vec: vector<4xf32>, %elt: f32) -> vector<4xf32> {
+ %vb = vector.splat %elt : vector<4xf32>
+ %r = arith.mulf %vec, %vb : vector<4xf32>
+ return %r : vector<4xf32>
+}
+// CHECK-NEXT: %[[UNDEF:[0-9]+]] = llvm.mlir.undef : vector<4xf32>
+// CHECK-NEXT: %[[ZERO:[0-9]+]] = llvm.mlir.constant(0 : i32) : i32
+// CHECK-NEXT: %[[V:[0-9]+]] = llvm.insertelement %[[ELT]], %[[UNDEF]][%[[ZERO]] : i32] : vector<4xf32>
+// CHECK-NEXT: %[[SPLAT:[0-9]+]] = llvm.shufflevector %[[V]], %[[UNDEF]] [0, 0, 0, 0]
+// CHECK-NEXT: %[[SCALE:[0-9]+]] = arith.mulf %[[VEC]], %[[SPLAT]] : vector<4xf32>
+// CHECK-NEXT: return %[[SCALE]] : vector<4xf32>
+
+// -----
+
+// CHECK-LABEL: @splat_scalable
+// CHECK-SAME: %[[VEC:[0-9a-zA-Z]+]]: vector<[4]xf32>
+// CHECK-SAME: %[[ELT:[0-9a-zA-Z]+]]: f32
+func.func @splat_scalable(%vec: vector<[4]xf32>, %elt: f32) -> vector<[4]xf32> {
+ %vb = vector.splat %elt : vector<[4]xf32>
+ %r = arith.mulf %vec, %vb : vector<[4]xf32>
+ return %r : vector<[4]xf32>
+}
+// CHECK-NEXT: %[[UNDEF:[0-9]+]] = llvm.mlir.undef : vector<[4]xf32>
+// CHECK-NEXT: %[[ZERO:[0-9]+]] = llvm.mlir.constant(0 : i32) : i32
+// CHECK-NEXT: %[[V:[0-9]+]] = llvm.insertelement %[[ELT]], %[[UNDEF]][%[[ZERO]] : i32] : vector<[4]xf32>
+// CHECK-NEXT: %[[SPLAT:[0-9]+]] = llvm.shufflevector %[[V]], %[[UNDEF]] [0, 0, 0, 0]
+// CHECK-NEXT: %[[SCALE:[0-9]+]] = arith.mulf %[[VEC]], %[[SPLAT]] : vector<[4]xf32>
+// CHECK-NEXT: return %[[SCALE]] : vector<[4]xf32>
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.scalable_insert
+//===----------------------------------------------------------------------===//
+
+// CHECK-LABEL: @scalable_insert
+// CHECK-SAME: %[[SUB:.*]]: vector<4xf32>, %[[SV:.*]]: vector<[4]xf32>
+func.func @scalable_insert(%sub: vector<4xf32>, %dsv: vector<[4]xf32>) -> vector<[4]xf32> {
+ // CHECK-NEXT: %[[TMP:.*]] = llvm.intr.vector.insert %[[SUB]], %[[SV]][0] : vector<4xf32> into vector<[4]xf32>
+ %0 = vector.scalable.insert %sub, %dsv[0] : vector<4xf32> into vector<[4]xf32>
+ // CHECK-NEXT: llvm.intr.vector.insert %[[SUB]], %[[TMP]][4] : vector<4xf32> into vector<[4]xf32>
+ %1 = vector.scalable.insert %sub, %0[4] : vector<4xf32> into vector<[4]xf32>
+ return %1 : vector<[4]xf32>
+}
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.scalable_extract
+//===----------------------------------------------------------------------===//
+
+// CHECK-LABEL: @scalable_extract
+// CHECK-SAME: %[[VEC:.*]]: vector<[4]xf32>
+func.func @scalable_extract(%vec: vector<[4]xf32>) -> vector<8xf32> {
+ // CHECK-NEXT: %{{.*}} = llvm.intr.vector.extract %[[VEC]][0] : vector<8xf32> from vector<[4]xf32>
+ %0 = vector.scalable.extract %vec[0] : vector<8xf32> from vector<[4]xf32>
+ return %0 : vector<8xf32>
+}
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.interleave
+//===----------------------------------------------------------------------===//
+
+// CHECK-LABEL: @interleave_0d
+// CHECK-SAME: %[[LHS:.*]]: vector<i8>, %[[RHS:.*]]: vector<i8>)
+func.func @interleave_0d(%a: vector<i8>, %b: vector<i8>) -> vector<2xi8> {
+ // CHECK-DAG: %[[LHS_RANK1:.*]] = builtin.unrealized_conversion_cast %[[LHS]] : vector<i8> to vector<1xi8>
+ // CHECK-DAG: %[[RHS_RANK1:.*]] = builtin.unrealized_conversion_cast %[[RHS]] : vector<i8> to vector<1xi8>
+ // CHECK: %[[ZIP:.*]] = llvm.shufflevector %[[LHS_RANK1]], %[[RHS_RANK1]] [0, 1] : vector<1xi8>
+ // CHECK: return %[[ZIP]]
+ %0 = vector.interleave %a, %b : vector<i8> -> vector<2xi8>
+ return %0 : vector<2xi8>
+}
+
+// -----
+
+// CHECK-LABEL: @interleave_1d
+// CHECK-SAME: %[[LHS:.*]]: vector<8xf32>, %[[RHS:.*]]: vector<8xf32>)
+func.func @interleave_1d(%a: vector<8xf32>, %b: vector<8xf32>) -> vector<16xf32> {
+ // CHECK: %[[ZIP:.*]] = llvm.shufflevector %[[LHS]], %[[RHS]] [0, 8, 1, 9, 2, 10, 3, 11, 4, 12, 5, 13, 6, 14, 7, 15] : vector<8xf32>
+ // CHECK: return %[[ZIP]]
+ %0 = vector.interleave %a, %b : vector<8xf32> -> vector<16xf32>
+ return %0 : vector<16xf32>
+}
+
+// -----
+
+// CHECK-LABEL: @interleave_1d_scalable
+// CHECK-SAME: %[[LHS:.*]]: vector<[4]xi32>, %[[RHS:.*]]: vector<[4]xi32>)
+func.func @interleave_1d_scalable(%a: vector<[4]xi32>, %b: vector<[4]xi32>) -> vector<[8]xi32> {
+ // CHECK: %[[ZIP:.*]] = "llvm.intr.vector.interleave2"(%[[LHS]], %[[RHS]]) : (vector<[4]xi32>, vector<[4]xi32>) -> vector<[8]xi32>
+ // CHECK: return %[[ZIP]]
+ %0 = vector.interleave %a, %b : vector<[4]xi32> -> vector<[8]xi32>
+ return %0 : vector<[8]xi32>
+}
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.deinterleave
+//===----------------------------------------------------------------------===//
+
+// CHECK-LABEL: @deinterleave_1d
+// CHECK-SAME: (%[[ARG:.*]]: vector<4xi32>) -> (vector<2xi32>, vector<2xi32>)
+func.func @deinterleave_1d(%arg: vector<4xi32>) -> (vector<2xi32>, vector<2xi32>) {
+ // CHECK: %[[POISON:.*]] = llvm.mlir.poison : vector<4xi32>
+ // CHECK: llvm.shufflevector %[[ARG]], %[[POISON]] [0, 2] : vector<4xi32>
+ // CHECK: llvm.shufflevector %[[ARG]], %[[POISON]] [1, 3] : vector<4xi32>
+ %0, %1 = vector.deinterleave %arg : vector<4xi32> -> vector<2xi32>
+ return %0, %1 : vector<2xi32>, vector<2xi32>
+}
+
+// -----
+
+// CHECK-LABEL: @deinterleave_1d_scalable
+// CHECK-SAME: %[[ARG:.*]]: vector<[4]xi32>) -> (vector<[2]xi32>, vector<[2]xi32>)
+func.func @deinterleave_1d_scalable(%arg: vector<[4]xi32>) -> (vector<[2]xi32>, vector<[2]xi32>) {
+ // CHECK: %[[RES:.*]] = "llvm.intr.vector.deinterleave2"(%[[ARG]]) : (vector<[4]xi32>) -> !llvm.struct<(vector<[2]xi32>, vector<[2]xi32>)>
+ // CHECK: llvm.extractvalue %[[RES]][0] : !llvm.struct<(vector<[2]xi32>, vector<[2]xi32>)>
+ // CHECK: llvm.extractvalue %[[RES]][1] : !llvm.struct<(vector<[2]xi32>, vector<[2]xi32>)>
+ %0, %1 = vector.deinterleave %arg : vector<[4]xi32> -> vector<[2]xi32>
+ return %0, %1 : vector<[2]xi32>, vector<[2]xi32>
+}
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.from_elements
+//===----------------------------------------------------------------------===//
+
+// CHECK-LABEL: func.func @from_elements_1d(
+// CHECK-SAME: %[[ARG_0:.*]]: f32, %[[ARG_1:.*]]: f32)
+// CHECK: %[[UNDEF:.*]] = llvm.mlir.undef : vector<3xf32>
+// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : i64) : i64
+// CHECK: %[[INSERT0:.*]] = llvm.insertelement %[[ARG_0]], %[[UNDEF]][%[[C0]] : i64] : vector<3xf32>
+// CHECK: %[[C1:.*]] = llvm.mlir.constant(1 : i64) : i64
+// CHECK: %[[INSERT1:.*]] = llvm.insertelement %[[ARG_1]], %[[INSERT0]][%[[C1]] : i64] : vector<3xf32>
+// CHECK: %[[C2:.*]] = llvm.mlir.constant(2 : i64) : i64
+// CHECK: %[[INSERT2:.*]] = llvm.insertelement %[[ARG_0]], %[[INSERT1]][%[[C2]] : i64] : vector<3xf32>
+// CHECK: return %[[INSERT2]]
+func.func @from_elements_1d(%arg0: f32, %arg1: f32) -> vector<3xf32> {
+ %0 = vector.from_elements %arg0, %arg1, %arg0 : vector<3xf32>
+ return %0 : vector<3xf32>
+}
+
+// -----
+
+// CHECK-LABEL: func.func @from_elements_0d(
+// CHECK-SAME: %[[ARG_0:.*]]: f32)
+// CHECK: %[[UNDEF:.*]] = llvm.mlir.undef : vector<1xf32>
+// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : i64) : i64
+// CHECK: %[[INSERT0:.*]] = llvm.insertelement %[[ARG_0]], %[[UNDEF]][%[[C0]] : i64] : vector<1xf32>
+// CHECK: %[[CAST:.*]] = builtin.unrealized_conversion_cast %[[INSERT0]] : vector<1xf32> to vector<f32>
+// CHECK: return %[[CAST]]
+func.func @from_elements_0d(%arg0: f32) -> vector<f32> {
+ %0 = vector.from_elements %arg0 : vector<f32>
+ return %0 : vector<f32>
+}
+
+// -----
+
+//===----------------------------------------------------------------------===//
+// vector.step
+//===----------------------------------------------------------------------===//
+
+// CHECK-LABEL: @step_scalable
+// CHECK: %[[STEPVECTOR:.*]] = llvm.intr.stepvector : vector<[4]xi64>
+// CHECK: %[[CAST:.*]] = builtin.unrealized_conversion_cast %[[STEPVECTOR]] : vector<[4]xi64> to vector<[4]xindex>
+// CHECK: return %[[CAST]] : vector<[4]xindex>
+func.func @step_scalable() -> vector<[4]xindex> {
+ %0 = vector.step : vector<[4]xindex>
+ return %0 : vector<[4]xindex>
+}
diff --git a/mlir/test/Conversion/VectorToLLVM/vector-to-llvm.mlir b/mlir/test/Conversion/VectorToLLVM/vector-to-llvm.mlir
index 9a6337f14ace334..3d01428aa03c06e 100644
--- a/mlir/test/Conversion/VectorToLLVM/vector-to-llvm.mlir
+++ b/mlir/test/Conversion/VectorToLLVM/vector-to-llvm.mlir
@@ -1,92 +1,21 @@
// RUN: mlir-opt %s -convert-vector-to-llvm -split-input-file | FileCheck %s
+//===========================================================================//
+// Complex tests for Vector-to-LLVM conversion
+//
+// These examples, in order to convert to LLVM, require
+// * `populateVectorToLLVMConversionPatterns`.
+// as well as various other patterns/conversion that are part of
+// `ConvertVectorToLLVMPass`.
+//
+// Please, in the first instance, always try adding tests in
+// vector-to-llvm-interface.mlir instead.
+//===========================================================================//
+
//===----------------------------------------------------------------------===//
// vector.bitcast
//===----------------------------------------------------------------------===//
-func.func @bitcast_f32_to_i32_vector_0d(%arg0: vector<f32>) -> vector<i32> {
- %0 = vector.bitcast %arg0 : vector<f32> to vector<i32>
- return %0 : vector<i32>
-}
-
-// CHECK-LABEL: @bitcast_f32_to_i32_vector_0d
-// CHECK-SAME: %[[ARG_0:.*]]: vector<f32>
-// CHECK: %[[VEC_F32_1D:.*]] = builtin.unrealized_conversion_cast %[[ARG_0]] : vector<f32> to vector<1xf32>
-// CHECK: %[[VEC_I32_1D:.*]] = llvm.bitcast %[[VEC_F32_1D]] : vector<1xf32> to vector<1xi32>
-// CHECK: %[[VEC_I32_0D:.*]] = builtin.unrealized_conversion_cast %[[VEC_I32_1D]] : vector<1xi32> to vector<i32>
-// CHECK: return %[[VEC_I32_0D]] : vector<i32>
-
-// -----
-
-func.func @bitcast_f32_to_i32_vector(%arg0: vector<16xf32>) -> vector<16xi32> {
- %0 = vector.bitcast %arg0 : vector<16xf32> to vector<16xi32>
- return %0 : vector<16xi32>
-}
-
-
-// CHECK-LABEL: @bitcast_f32_to_i32_vector
-// CHECK-SAME: %[[ARG_0:.*]]: vector<16xf32>
-// CHECK: llvm.bitcast %[[ARG_0]] : vector<16xf32> to vector<16xi32>
-
-// -----
-
-func.func @bitcast_f32_to_i32_vector_scalable(%arg0: vector<[16]xf32>) -> vector<[16]xi32> {
- %0 = vector.bitcast %arg0 : vector<[16]xf32> to vector<[16]xi32>
- return %0 : vector<[16]xi32>
-}
-
-// CHECK-LABEL: @bitcast_f32_to_i32_vector_scalable
-// CHECK-SAME: %[[ARG_0:.*]]: vector<[16]xf32>
-// CHECK: llvm.bitcast %[[ARG_0]] : vector<[16]xf32> to vector<[16]xi32>
-
-// -----
-
-func.func @bitcast_i8_to_f32_vector(%arg0: vector<64xi8>) -> vector<16xf32> {
- %0 = vector.bitcast %arg0 : vector<64xi8> to vector<16xf32>
- return %0 : vector<16xf32>
-}
-
-// CHECK-LABEL: @bitcast_i8_to_f32_vector
-// CHECK-SAME: %[[ARG_0:.*]]: vector<64xi8>
-// CHECK: llvm.bitcast %[[ARG_0]] : vector<64xi8> to vector<16xf32>
-
-// -----
-
-func.func @bitcast_i8_to_f32_vector_scalable(%arg0: vector<[64]xi8>) -> vector<[16]xf32> {
- %0 = vector.bitcast %arg0 : vector<[64]xi8> to vector<[16]xf32>
- return %0 : vector<[16]xf32>
-}
-
-// CHECK-LABEL: @bitcast_i8_to_f32_vector_scalable
-// CHECK-SAME: %[[ARG_0:.*]]: vector<[64]xi8>
-// CHECK: llvm.bitcast %[[ARG_0]] : vector<[64]xi8> to vector<[16]xf32>
-
-// -----
-
-func.func @bitcast_index_to_i8_vector(%arg0: vector<16xindex>) -> vector<128xi8> {
- %0 = vector.bitcast %arg0 : vector<16xindex> to vector<128xi8>
- return %0 : vector<128xi8>
-}
-
-// CHECK-LABEL: @bitcast_index_to_i8_vector
-// CHECK-SAME: %[[ARG_0:.*]]: vector<16xindex>
-// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[ARG_0]] : vector<16xindex> to vector<16xi64>
-// CHECK: llvm.bitcast %[[T0]] : vector<16xi64> to vector<128xi8>
-
-// -----
-
-func.func @bitcast_index_to_i8_vector_scalable(%arg0: vector<[16]xindex>) -> vector<[128]xi8> {
- %0 = vector.bitcast %arg0 : vector<[16]xindex> to vector<[128]xi8>
- return %0 : vector<[128]xi8>
-}
-
-// CHECK-LABEL: @bitcast_index_to_i8_vector_scalable
-// CHECK-SAME: %[[ARG_0:.*]]: vector<[16]xindex>
-// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[ARG_0]] : vector<[16]xindex> to vector<[16]xi64>
-// CHECK: llvm.bitcast %[[T0]] : vector<[16]xi64> to vector<[128]xi8>
-
-// -----
-
// CHECK-LABEL: func.func @bitcast_2d(
// CHECK-SAME: %[[ARG_0:.*]]: vector<2x4xi32>) -> vector<2x2xi64> {
// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[ARG_0]] : vector<2x4xi32> to !llvm.array<2 x vector<4xi32>>
@@ -135,16 +64,6 @@ func.func @broadcast_vec0d_from_f32(%arg0: f32) -> vector<f32> {
// -----
-func.func @broadcast_vec0d_from_vec0d(%arg0: vector<f32>) -> vector<f32> {
- %0 = vector.broadcast %arg0 : vector<f32> to vector<f32>
- return %0 : vector<f32>
-}
-// CHECK-LABEL: @broadcast_vec0d_from_vec0d(
-// CHECK-SAME: %[[A:.*]]: vector<f32>)
-// CHECK: return %[[A]] : vector<f32>
-
-// -----
-
func.func @broadcast_vec1d_from_f32(%arg0: f32) -> vector<2xf32> {
%0 = vector.broadcast %arg0 : f32 to vector<2xf32>
return %0 : vector<2xf32>
@@ -259,26 +178,6 @@ func.func @broadcast_vec3d_from_scalar_scalable(%arg0: f32) -> vector<2x3x[4]xf3
// -----
-func.func @broadcast_vec1d_from_vec1d(%arg0: vector<2xf32>) -> vector<2xf32> {
- %0 = vector.broadcast %arg0 : vector<2xf32> to vector<2xf32>
- return %0 : vector<2xf32>
-}
-// CHECK-LABEL: @broadcast_vec1d_from_vec1d(
-// CHECK-SAME: %[[A:.*]]: vector<2xf32>)
-// CHECK: return %[[A]] : vector<2xf32>
-
-// -----
-
-func.func @broadcast_vec1d_from_vec1d_scalable(%arg0: vector<[2]xf32>) -> vector<[2]xf32> {
- %0 = vector.broadcast %arg0 : vector<[2]xf32> to vector<[2]xf32>
- return %0 : vector<[2]xf32>
-}
-// CHECK-LABEL: @broadcast_vec1d_from_vec1d_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[2]xf32>)
-// CHECK: return %[[A]] : vector<[2]xf32>
-
-// -----
-
func.func @broadcast_vec2d_from_vec0d(%arg0: vector<f32>) -> vector<3x2xf32> {
%0 = vector.broadcast %arg0 : vector<f32> to vector<3x2xf32>
return %0 : vector<3x2xf32>
@@ -1068,1023 +967,255 @@ func.func @masked_int_or_outerprod_scalable(%arg0: vector<[2]xi32>, %arg1: i32,
// -----
//===----------------------------------------------------------------------===//
-// vector.shuffle
+// vector.extract
//===----------------------------------------------------------------------===//
-func.func @shuffle_0D_direct(%arg0: vector<f32>) -> vector<3xf32> {
- %1 = vector.shuffle %arg0, %arg0 [0, 1, 0] : vector<f32>, vector<f32>
- return %1 : vector<3xf32>
+// FIXME: Segfaults for --convert-to-llvm="filter-dialects=vector"
+func.func @extract_scalar_from_vec_1d_f32_poison_idx(%arg0: vector<16xf32>) -> f32 {
+ %0 = vector.extract %arg0[-1]: f32 from vector<16xf32>
+ return %0 : f32
}
-// CHECK-LABEL: @shuffle_0D_direct(
-// CHECK-SAME: %[[A:.*]]: vector<f32>
-// CHECK: %[[c:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<f32> to vector<1xf32>
-// CHECK: %[[s:.*]] = llvm.shufflevector %[[c]], %[[c]] [0, 1, 0] : vector<1xf32>
-// CHECK: return %[[s]] : vector<3xf32>
+// CHECK-LABEL: @extract_scalar_from_vec_1d_f32_poison_idx
+// CHECK: %[[UB:.*]] = ub.poison : f32
+// CHECK: return %[[UB]] : f32
// -----
-func.func @shuffle_1D_direct(%arg0: vector<2xf32>, %arg1: vector<2xf32>) -> vector<2xf32> {
- %1 = vector.shuffle %arg0, %arg1 [0, 1] : vector<2xf32>, vector<2xf32>
- return %1 : vector<2xf32>
+// FIXME: Segfaults for --convert-to-llvm="filter-dialects=vector"
+func.func @extract_vec_2d_from_vec_3d_f32_poison_idx(%arg0: vector<4x3x16xf32>) -> vector<3x16xf32> {
+ %0 = vector.extract %arg0[-1]: vector<3x16xf32> from vector<4x3x16xf32>
+ return %0 : vector<3x16xf32>
}
-// CHECK-LABEL: @shuffle_1D_direct(
-// CHECK-SAME: %[[A:.*]]: vector<2xf32>,
-// CHECK-SAME: %[[B:.*]]: vector<2xf32>)
-// CHECK: return %[[A:.*]]: vector<2xf32>
+// CHECK-LABEL: @extract_vec_2d_from_vec_3d_f32_poison_idx
+// CHECK: %[[UB:.*]] = ub.poison : vector<3x16xf32>
+// CHECK: return %[[UB]] : vector<3x16xf32>
// -----
-func.func @shuffle_1D_index_direct(%arg0: vector<2xindex>, %arg1: vector<2xindex>) -> vector<2xindex> {
- %1 = vector.shuffle %arg0, %arg1 [0, 1] : vector<2xindex>, vector<2xindex>
- return %1 : vector<2xindex>
+//===----------------------------------------------------------------------===//
+// vector.print
+//===----------------------------------------------------------------------===//
+
+func.func @print_scalar_i1(%arg0: i1) {
+ vector.print %arg0 : i1
+ return
}
-// CHECK-LABEL: @shuffle_1D_index_direct(
-// CHECK-SAME: %[[A:.*]]: vector<2xindex>,
-// CHECK-SAME: %[[B:.*]]: vector<2xindex>)
-// CHECK: return %[[A:.*]]: vector<2xindex>
+//
+// Type "boolean" always uses zero extension.
+//
+// CHECK-LABEL: @print_scalar_i1(
+// CHECK-SAME: %[[A:.*]]: i1)
+// CHECK: %[[S:.*]] = arith.extui %[[A]] : i1 to i64
+// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
// -----
-func.func @shuffle_poison_mask(%arg0: vector<2xf32>, %arg1: vector<2xf32>) -> vector<4xf32> {
- %1 = vector.shuffle %arg0, %arg1 [0, -1, 3, -1] : vector<2xf32>, vector<2xf32>
- return %1 : vector<4xf32>
+func.func @print_scalar_i4(%arg0: i4) {
+ vector.print %arg0 : i4
+ return
}
-// CHECK-LABEL: @shuffle_poison_mask(
-// CHECK-SAME: %[[A:.*]]: vector<2xf32>, %[[B:.*]]: vector<2xf32>)
-// CHECK: %[[s:.*]] = llvm.shufflevector %[[A]], %[[B]] [0, -1, 3, -1] : vector<2xf32>
+// CHECK-LABEL: @print_scalar_i4(
+// CHECK-SAME: %[[A:.*]]: i4)
+// CHECK: %[[S:.*]] = arith.extsi %[[A]] : i4 to i64
+// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
// -----
-func.func @shuffle_1D(%arg0: vector<2xf32>, %arg1: vector<3xf32>) -> vector<5xf32> {
- %1 = vector.shuffle %arg0, %arg1 [4, 3, 2, 1, 0] : vector<2xf32>, vector<3xf32>
- return %1 : vector<5xf32>
+func.func @print_scalar_si4(%arg0: si4) {
+ vector.print %arg0 : si4
+ return
}
-// CHECK-LABEL: @shuffle_1D(
-// CHECK-SAME: %[[A:.*]]: vector<2xf32>,
-// CHECK-SAME: %[[B:.*]]: vector<3xf32>)
-// CHECK: %[[U0:.*]] = llvm.mlir.undef : vector<5xf32>
-// CHECK: %[[C2:.*]] = llvm.mlir.constant(2 : index) : i64
-// CHECK: %[[E1:.*]] = llvm.extractelement %[[B]][%[[C2]] : i64] : vector<3xf32>
-// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : index) : i64
-// CHECK: %[[I1:.*]] = llvm.insertelement %[[E1]], %[[U0]][%[[C0]] : i64] : vector<5xf32>
-// CHECK: %[[C1:.*]] = llvm.mlir.constant(1 : index) : i64
-// CHECK: %[[E2:.*]] = llvm.extractelement %[[B]][%[[C1]] : i64] : vector<3xf32>
-// CHECK: %[[C1:.*]] = llvm.mlir.constant(1 : index) : i64
-// CHECK: %[[I2:.*]] = llvm.insertelement %[[E2]], %[[I1]][%[[C1]] : i64] : vector<5xf32>
-// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : index) : i64
-// CHECK: %[[E3:.*]] = llvm.extractelement %[[B]][%[[C0]] : i64] : vector<3xf32>
-// CHECK: %[[C2:.*]] = llvm.mlir.constant(2 : index) : i64
-// CHECK: %[[I3:.*]] = llvm.insertelement %[[E3]], %[[I2]][%[[C2]] : i64] : vector<5xf32>
-// CHECK: %[[C1:.*]] = llvm.mlir.constant(1 : index) : i64
-// CHECK: %[[E4:.*]] = llvm.extractelement %[[A]][%[[C1]] : i64] : vector<2xf32>
-// CHECK: %[[C3:.*]] = llvm.mlir.constant(3 : index) : i64
-// CHECK: %[[I4:.*]] = llvm.insertelement %[[E4]], %[[I3]][%[[C3]] : i64] : vector<5xf32>
-// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : index) : i64
-// CHECK: %[[E5:.*]] = llvm.extractelement %[[A]][%[[C0]] : i64] : vector<2xf32>
-// CHECK: %[[C4:.*]] = llvm.mlir.constant(4 : index) : i64
-// CHECK: %[[I5:.*]] = llvm.insertelement %[[E5]], %[[I4]][%[[C4]] : i64] : vector<5xf32>
-// CHECK: return %[[I5]] : vector<5xf32>
+// CHECK-LABEL: @print_scalar_si4(
+// CHECK-SAME: %[[A:.*]]: si4)
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : si4 to i4
+// CHECK: %[[S:.*]] = arith.extsi %[[C]] : i4 to i64
+// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
// -----
-func.func @shuffle_2D(%a: vector<1x4xf32>, %b: vector<2x4xf32>) -> vector<3x4xf32> {
- %1 = vector.shuffle %a, %b[1, 0, 2] : vector<1x4xf32>, vector<2x4xf32>
- return %1 : vector<3x4xf32>
+func.func @print_scalar_ui4(%arg0: ui4) {
+ vector.print %arg0 : ui4
+ return
}
-// CHECK-LABEL: @shuffle_2D(
-// CHECK-SAME: %[[A:.*]]: vector<1x4xf32>,
-// CHECK-SAME: %[[B:.*]]: vector<2x4xf32>)
-// CHECK-DAG: %[[VAL_0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<1x4xf32> to !llvm.array<1 x vector<4xf32>>
-// CHECK-DAG: %[[VAL_1:.*]] = builtin.unrealized_conversion_cast %[[B]] : vector<2x4xf32> to !llvm.array<2 x vector<4xf32>>
-// CHECK: %[[U0:.*]] = llvm.mlir.undef : !llvm.array<3 x vector<4xf32>>
-// CHECK: %[[E1:.*]] = llvm.extractvalue %[[VAL_1]][0] : !llvm.array<2 x vector<4xf32>>
-// CHECK: %[[I1:.*]] = llvm.insertvalue %[[E1]], %[[U0]][0] : !llvm.array<3 x vector<4xf32>>
-// CHECK: %[[E2:.*]] = llvm.extractvalue %[[VAL_0]][0] : !llvm.array<1 x vector<4xf32>>
-// CHECK: %[[I2:.*]] = llvm.insertvalue %[[E2]], %[[I1]][1] : !llvm.array<3 x vector<4xf32>>
-// CHECK: %[[E3:.*]] = llvm.extractvalue %[[VAL_1]][1] : !llvm.array<2 x vector<4xf32>>
-// CHECK: %[[I3:.*]] = llvm.insertvalue %[[E3]], %[[I2]][2] : !llvm.array<3 x vector<4xf32>>
-// CHECK: %[[VAL_3:.*]] = builtin.unrealized_conversion_cast %[[I3]] : !llvm.array<3 x vector<4xf32>> to vector<3x4xf32>
-// CHECK: return %[[VAL_3]] : vector<3x4xf32>
+// CHECK-LABEL: @print_scalar_ui4(
+// CHECK-SAME: %[[A:.*]]: ui4)
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : ui4 to i4
+// CHECK: %[[S:.*]] = arith.extui %[[C]] : i4 to i64
+// CHECK: llvm.call @printU64(%[[S]]) : (i64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
// -----
-//===----------------------------------------------------------------------===//
-// vector.extractelement
-//===----------------------------------------------------------------------===//
-
-func.func @extractelement_from_vec_0d_f32(%arg0: vector<f32>) -> f32 {
- %1 = vector.extractelement %arg0[] : vector<f32>
- return %1 : f32
+func.func @print_scalar_i32(%arg0: i32) {
+ vector.print %arg0 : i32
+ return
}
-// CHECK-LABEL: @extractelement_from_vec_0d_f32
-// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : index) : i64
-// CHECK: llvm.extractelement %{{.*}}[%[[C0]] : {{.*}}] : vector<1xf32>
+// CHECK-LABEL: @print_scalar_i32(
+// CHECK-SAME: %[[A:.*]]: i32)
+// CHECK: %[[S:.*]] = arith.extsi %[[A]] : i32 to i64
+// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
// -----
-func.func @extractelement_from_vec_1d_f32_idx_as_i32(%arg0: vector<16xf32>) -> f32 {
- %0 = arith.constant 15 : i32
- %1 = vector.extractelement %arg0[%0 : i32]: vector<16xf32>
- return %1 : f32
+func.func @print_scalar_ui32(%arg0: ui32) {
+ vector.print %arg0 : ui32
+ return
}
-// CHECK-LABEL: @extractelement_from_vec_1d_f32_idx_as_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xf32>)
-// CHECK: %[[C:.*]] = arith.constant 15 : i32
-// CHECK: %[[X:.*]] = llvm.extractelement %[[A]][%[[C]] : i32] : vector<16xf32>
-// CHECK: return %[[X]] : f32
+// CHECK-LABEL: @print_scalar_ui32(
+// CHECK-SAME: %[[A:.*]]: ui32)
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : ui32 to i32
+// CHECK: %[[S:.*]] = arith.extui %[[C]] : i32 to i64
+// CHECK: llvm.call @printU64(%[[S]]) : (i64) -> ()
// -----
-func.func @extractelement_from_vec_1d_f32_idx_as_i32_scalable(%arg0: vector<[16]xf32>) -> f32 {
- %0 = arith.constant 15 : i32
- %1 = vector.extractelement %arg0[%0 : i32]: vector<[16]xf32>
- return %1 : f32
+func.func @print_scalar_i40(%arg0: i40) {
+ vector.print %arg0 : i40
+ return
}
-// CHECK-LABEL: @extractelement_from_vec_1d_f32_idx_as_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>)
-// CHECK: %[[C:.*]] = arith.constant 15 : i32
-// CHECK: %[[X:.*]] = llvm.extractelement %[[A]][%[[C]] : i32] : vector<[16]xf32>
-// CHECK: return %[[X]] : f32
+// CHECK-LABEL: @print_scalar_i40(
+// CHECK-SAME: %[[A:.*]]: i40)
+// CHECK: %[[S:.*]] = arith.extsi %[[A]] : i40 to i64
+// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
// -----
-func.func @extractelement_from_vec_1d_f32_idx_as_index(%arg0: vector<16xf32>) -> f32 {
- %0 = arith.constant 15 : index
- %1 = vector.extractelement %arg0[%0 : index]: vector<16xf32>
- return %1 : f32
+
+func.func @print_scalar_si40(%arg0: si40) {
+ vector.print %arg0 : si40
+ return
}
-// CHECK-LABEL: @extractelement_from_vec_1d_f32_idx_as_index(
-// CHECK-SAME: %[[A:.*]]: vector<16xf32>)
-// CHECK: %[[C:.*]] = arith.constant 15 : index
-// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %[[C]] : index to i64
-// CHECK: %[[X:.*]] = llvm.extractelement %[[A]][%[[I]] : i64] : vector<16xf32>
-// CHECK: return %[[X]] : f32
+// CHECK-LABEL: @print_scalar_si40(
+// CHECK-SAME: %[[A:.*]]: si40)
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : si40 to i40
+// CHECK: %[[S:.*]] = arith.extsi %[[C]] : i40 to i64
+// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
// -----
-func.func @extractelement_from_vec_1d_f32_idx_as_index_scalable(%arg0: vector<[16]xf32>) -> f32 {
- %0 = arith.constant 15 : index
- %1 = vector.extractelement %arg0[%0 : index]: vector<[16]xf32>
- return %1 : f32
+func.func @print_scalar_ui40(%arg0: ui40) {
+ vector.print %arg0 : ui40
+ return
}
-// CHECK-LABEL: @extractelement_from_vec_1d_f32_idx_as_index_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>)
-// CHECK: %[[C:.*]] = arith.constant 15 : index
-// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %[[C]] : index to i64
-// CHECK: %[[X:.*]] = llvm.extractelement %[[A]][%[[I]] : i64] : vector<[16]xf32>
-// CHECK: return %[[X]] : f32
+// CHECK-LABEL: @print_scalar_ui40(
+// CHECK-SAME: %[[A:.*]]: ui40)
+// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : ui40 to i40
+// CHECK: %[[S:.*]] = arith.extui %[[C]] : i40 to i64
+// CHECK: llvm.call @printU64(%[[S]]) : (i64) -> ()
+// CHECK: llvm.call @printNewline() : () -> ()
// -----
//===----------------------------------------------------------------------===//
-// vector.extract
+// vector.extract_strided_slice
//===----------------------------------------------------------------------===//
-func.func @extract_scalar_from_vec_1d_f32(%arg0: vector<16xf32>) -> f32 {
- %0 = vector.extract %arg0[15]: f32 from vector<16xf32>
- return %0 : f32
+func.func @extract_strided_slice_f32_1d_from_1d(%arg0: vector<4xf32>) -> vector<2xf32> {
+ %0 = vector.extract_strided_slice %arg0 {offsets = [2], sizes = [2], strides = [1]} : vector<4xf32> to vector<2xf32>
+ return %0 : vector<2xf32>
}
-// CHECK-LABEL: @extract_scalar_from_vec_1d_f32
-// CHECK: llvm.mlir.constant(15 : i64) : i64
-// CHECK: llvm.extractelement {{.*}}[{{.*}} : i64] : vector<16xf32>
-// CHECK: return {{.*}} : f32
-
-// -----
+// CHECK-LABEL: @extract_strided_slice_f32_1d_from_1d
+// CHECK-SAME: %[[A:.*]]: vector<4xf32>)
+// CHECK: %[[T0:.*]] = llvm.shufflevector %[[A]], %[[A]] [2, 3] : vector<4xf32>
+// CHECK: return %[[T0]] : vector<2xf32>
-func.func @extract_scalar_from_vec_1d_f32_poison_idx(%arg0: vector<16xf32>) -> f32 {
- %0 = vector.extract %arg0[-1]: f32 from vector<16xf32>
- return %0 : f32
-}
-// CHECK-LABEL: @extract_scalar_from_vec_1d_f32_poison_idx
-// CHECK: %[[UB:.*]] = ub.poison : f32
-// CHECK: return %[[UB]] : f32
+// NOTE: For scalable vectors we could only extract vector<[4]xf32> from vector<[4]xf32>, but that would be a NOP.
// -----
-func.func @extract_scalar_from_vec_1d_f32_scalable(%arg0: vector<[16]xf32>) -> f32 {
- %0 = vector.extract %arg0[15]: f32 from vector<[16]xf32>
- return %0 : f32
+func.func @extract_strided_slice_index_1d_from_1d(%arg0: vector<4xindex>) -> vector<2xindex> {
+ %0 = vector.extract_strided_slice %arg0 {offsets = [2], sizes = [2], strides = [1]} : vector<4xindex> to vector<2xindex>
+ return %0 : vector<2xindex>
}
-// CHECK-LABEL: @extract_scalar_from_vec_1d_f32_scalable
-// CHECK: llvm.mlir.constant(15 : i64) : i64
-// CHECK: llvm.extractelement {{.*}}[{{.*}} : i64] : vector<[16]xf32>
-// CHECK: return {{.*}} : f32
-
-// -----
+// CHECK-LABEL: @extract_strided_slice_index_1d_from_1d
+// CHECK-SAME: %[[A:.*]]: vector<4xindex>)
+// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<4xindex> to vector<4xi64>
+// CHECK: %[[T2:.*]] = llvm.shufflevector %[[T0]], %[[T0]] [2, 3] : vector<4xi64>
+// CHECK: %[[T3:.*]] = builtin.unrealized_conversion_cast %[[T2]] : vector<2xi64> to vector<2xindex>
+// CHECK: return %[[T3]] : vector<2xindex>
-func.func @extract_vec_1e_from_vec_1d_f32(%arg0: vector<16xf32>) -> vector<1xf32> {
- %0 = vector.extract %arg0[15]: vector<1xf32> from vector<16xf32>
- return %0 : vector<1xf32>
-}
-// CHECK-LABEL: @extract_vec_1e_from_vec_1d_f32(
-// CHECK-SAME: %[[A:.*]]: vector<16xf32>)
-// CHECK: %[[T0:.*]] = llvm.mlir.constant(15 : i64) : i64
-// CHECK: %[[T1:.*]] = llvm.extractelement %[[A]][%[[T0]] : i64] : vector<16xf32>
-// CHECK: %[[T2:.*]] = builtin.unrealized_conversion_cast %[[T1]] : f32 to vector<1xf32>
-// CHECK: return %[[T2]] : vector<1xf32>
+// NOTE: For scalable vectors we could only extract vector<[4]xindex> from vector<[4]xindex>, but that would be a NOP.
// -----
-func.func @extract_vec_1e_from_vec_1d_f32_scalable(%arg0: vector<[16]xf32>) -> vector<1xf32> {
- %0 = vector.extract %arg0[15]: vector<1xf32> from vector<[16]xf32>
- return %0 : vector<1xf32>
+func.func @extract_strided_slice_f32_1d_from_2d(%arg0: vector<4x8xf32>) -> vector<2x8xf32> {
+ %0 = vector.extract_strided_slice %arg0 {offsets = [2], sizes = [2], strides = [1]} : vector<4x8xf32> to vector<2x8xf32>
+ return %0 : vector<2x8xf32>
}
-// CHECK-LABEL: @extract_vec_1e_from_vec_1d_f32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>)
-// CHECK: %[[T0:.*]] = llvm.mlir.constant(15 : i64) : i64
-// CHECK: %[[T1:.*]] = llvm.extractelement %[[A]][%[[T0]] : i64] : vector<[16]xf32>
-// CHECK: %[[T2:.*]] = builtin.unrealized_conversion_cast %[[T1]] : f32 to vector<1xf32>
-// CHECK: return %[[T2]] : vector<1xf32>
+// CHECK-LABEL: @extract_strided_slice_f32_1d_from_2d(
+// CHECK-SAME: %[[ARG:.*]]: vector<4x8xf32>)
+// CHECK: %[[A:.*]] = builtin.unrealized_conversion_cast %[[ARG]] : vector<4x8xf32> to !llvm.array<4 x vector<8xf32>>
+// CHECK: %[[T0:.*]] = llvm.mlir.undef : !llvm.array<2 x vector<8xf32>>
+// CHECK: %[[T1:.*]] = llvm.extractvalue %[[A]][2] : !llvm.array<4 x vector<8xf32>>
+// CHECK: %[[T2:.*]] = llvm.insertvalue %[[T1]], %[[T0]][0] : !llvm.array<2 x vector<8xf32>>
+// CHECK: %[[T3:.*]] = llvm.extractvalue %[[A]][3] : !llvm.array<4 x vector<8xf32>>
+// CHECK: %[[T4:.*]] = llvm.insertvalue %[[T3]], %[[T2]][1] : !llvm.array<2 x vector<8xf32>>
+// CHECK: %[[T5:.*]] = builtin.unrealized_conversion_cast %[[T4]] : !llvm.array<2 x vector<8xf32>> to vector<2x8xf32>
+// CHECK: return %[[T5]]
// -----
-func.func @extract_scalar_from_vec_1d_index(%arg0: vector<16xindex>) -> index {
- %0 = vector.extract %arg0[15]: index from vector<16xindex>
- return %0 : index
+func.func @extract_strided_slice_f32_1d_from_2d_scalable(%arg0: vector<4x[8]xf32>) -> vector<2x[8]xf32> {
+ %0 = vector.extract_strided_slice %arg0 {offsets = [2], sizes = [2], strides = [1]} : vector<4x[8]xf32> to vector<2x[8]xf32>
+ return %0 : vector<2x[8]xf32>
}
-// CHECK-LABEL: @extract_scalar_from_vec_1d_index(
-// CHECK-SAME: %[[A:.*]]: vector<16xindex>)
-// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<16xindex> to vector<16xi64>
-// CHECK: %[[T1:.*]] = llvm.mlir.constant(15 : i64) : i64
-// CHECK: %[[T2:.*]] = llvm.extractelement %[[T0]][%[[T1]] : i64] : vector<16xi64>
-// CHECK: %[[T3:.*]] = builtin.unrealized_conversion_cast %[[T2]] : i64 to index
-// CHECK: return %[[T3]] : index
+// CHECK-LABEL: func.func @extract_strided_slice_f32_1d_from_2d_scalable(
+// CHECK-SAME: %[[ARG:.*]]: vector<4x[8]xf32>)
+// CHECK: %[[A:.*]] = builtin.unrealized_conversion_cast %[[ARG]] : vector<4x[8]xf32> to !llvm.array<4 x vector<[8]xf32>>
+// CHECK: %[[CST:.*]] = arith.constant dense<0.000000e+00> : vector<2x[8]xf32>
+// CHECK: %[[DST:.*]] = builtin.unrealized_conversion_cast %[[CST]] : vector<2x[8]xf32> to !llvm.array<2 x vector<[8]xf32>>
+// CHECK: %[[E0:.*]] = llvm.extractvalue %[[A]][2] : !llvm.array<4 x vector<[8]xf32>>
+// CHECK: %[[E1:.*]] = llvm.extractvalue %[[A]][3] : !llvm.array<4 x vector<[8]xf32>>
+// CHECK: %[[I0:.*]] = llvm.insertvalue %[[E0]], %[[DST]][0] : !llvm.array<2 x vector<[8]xf32>>
+// CHECK: %[[I1:.*]] = llvm.insertvalue %[[E1]], %[[I0]][1] : !llvm.array<2 x vector<[8]xf32>>
+// CHECK: %[[RES:.*]] = builtin.unrealized_conversion_cast %[[I1]] : !llvm.array<2 x vector<[8]xf32>> to vector<2x[8]xf32>
+// CHECK: return %[[RES]]
// -----
-func.func @extract_scalar_from_vec_1d_index_scalable(%arg0: vector<[16]xindex>) -> index {
- %0 = vector.extract %arg0[15]: index from vector<[16]xindex>
- return %0 : index
+func.func @extract_strided_slice_f32_2d_from_2d(%arg0: vector<4x8xf32>) -> vector<2x2xf32> {
+ %0 = vector.extract_strided_slice %arg0 {offsets = [2, 2], sizes = [2, 2], strides = [1, 1]} : vector<4x8xf32> to vector<2x2xf32>
+ return %0 : vector<2x2xf32>
}
-// CHECK-LABEL: @extract_scalar_from_vec_1d_index_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xindex>)
-// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<[16]xindex> to vector<[16]xi64>
-// CHECK: %[[T1:.*]] = llvm.mlir.constant(15 : i64) : i64
-// CHECK: %[[T2:.*]] = llvm.extractelement %[[T0]][%[[T1]] : i64] : vector<[16]xi64>
-// CHECK: %[[T3:.*]] = builtin.unrealized_conversion_cast %[[T2]] : i64 to index
-// CHECK: return %[[T3]] : index
+// CHECK-LABEL: @extract_strided_slice_f32_2d_from_2d(
+// CHECK-SAME: %[[ARG:.*]]: vector<4x8xf32>)
+// CHECK: %[[A:.*]] = builtin.unrealized_conversion_cast %[[ARG]] : vector<4x8xf32> to !llvm.array<4 x vector<8xf32>>
+// CHECK: %[[VAL_2:.*]] = arith.constant dense<0.000000e+00> : vector<2x2xf32>
+// CHECK: %[[VAL_6:.*]] = builtin.unrealized_conversion_cast %[[VAL_2]] : vector<2x2xf32> to !llvm.array<2 x vector<2xf32>>
+// CHECK: %[[T2:.*]] = llvm.extractvalue %[[A]][2] : !llvm.array<4 x vector<8xf32>>
+// CHECK: %[[T3:.*]] = llvm.shufflevector %[[T2]], %[[T2]] [2, 3] : vector<8xf32>
+// CHECK: %[[T4:.*]] = llvm.insertvalue %[[T3]], %[[VAL_6]][0] : !llvm.array<2 x vector<2xf32>>
+// CHECK: %[[T5:.*]] = llvm.extractvalue %[[A]][3] : !llvm.array<4 x vector<8xf32>>
+// CHECK: %[[T6:.*]] = llvm.shufflevector %[[T5]], %[[T5]] [2, 3] : vector<8xf32>
+// CHECK: %[[T7:.*]] = llvm.insertvalue %[[T6]], %[[T4]][1] : !llvm.array<2 x vector<2xf32>>
+// CHECK: %[[VAL_12:.*]] = builtin.unrealized_conversion_cast %[[T7]] : !llvm.array<2 x vector<2xf32>> to vector<2x2xf32>
+// CHECK: return %[[VAL_12]] : vector<2x2xf32>
// -----
-func.func @extract_vec_2d_from_vec_3d_f32(%arg0: vector<4x3x16xf32>) -> vector<3x16xf32> {
- %0 = vector.extract %arg0[0]: vector<3x16xf32> from vector<4x3x16xf32>
- return %0 : vector<3x16xf32>
+// NOTE: For scalable vectors, we can only extract "full" scalable dimensions
+// (e.g. [8] from [8], but not [4] from [8]).
+
+func.func @extract_strided_slice_f32_2d_from_2d_scalable(%arg0: vector<4x[8]xf32>) -> vector<2x[8]xf32> {
+ %0 = vector.extract_strided_slice %arg0 {offsets = [2, 0], sizes = [2, 8], strides = [1, 1]} : vector<4x[8]xf32> to vector<2x[8]xf32>
+ return %0 : vector<2x[8]xf32>
}
-// CHECK-LABEL: @extract_vec_2d_from_vec_3d_f32
-// CHECK: llvm.extractvalue {{.*}}[0] : !llvm.array<4 x array<3 x vector<16xf32>>>
-// CHECK: return {{.*}} : vector<3x16xf32>
-
-// -----
-
-func.func @extract_vec_2d_from_vec_3d_f32_poison_idx(%arg0: vector<4x3x16xf32>) -> vector<3x16xf32> {
- %0 = vector.extract %arg0[-1]: vector<3x16xf32> from vector<4x3x16xf32>
- return %0 : vector<3x16xf32>
-}
-// CHECK-LABEL: @extract_vec_2d_from_vec_3d_f32_poison_idx
-// CHECK: %[[UB:.*]] = ub.poison : vector<3x16xf32>
-// CHECK: return %[[UB]] : vector<3x16xf32>
-
-// -----
-
-func.func @extract_vec_2d_from_vec_3d_f32_scalable(%arg0: vector<4x3x[16]xf32>) -> vector<3x[16]xf32> {
- %0 = vector.extract %arg0[0]: vector<3x[16]xf32> from vector<4x3x[16]xf32>
- return %0 : vector<3x[16]xf32>
-}
-// CHECK-LABEL: @extract_vec_2d_from_vec_3d_f32_scalable
-// CHECK: llvm.extractvalue {{.*}}[0] : !llvm.array<4 x array<3 x vector<[16]xf32>>>
-// CHECK: return {{.*}} : vector<3x[16]xf32>
-
-// -----
-
-func.func @extract_vec_1d_from_vec_3d_f32(%arg0: vector<4x3x16xf32>) -> vector<16xf32> {
- %0 = vector.extract %arg0[0, 0]: vector<16xf32> from vector<4x3x16xf32>
- return %0 : vector<16xf32>
-}
-// CHECK-LABEL: @extract_vec_1d_from_vec_3d_f32
-// CHECK: llvm.extractvalue {{.*}}[0, 0] : !llvm.array<4 x array<3 x vector<16xf32>>>
-// CHECK: return {{.*}} : vector<16xf32>
-
-// -----
-
-func.func @extract_vec_1d_from_vec_3d_f32_scalable(%arg0: vector<4x3x[16]xf32>) -> vector<[16]xf32> {
- %0 = vector.extract %arg0[0, 0]: vector<[16]xf32> from vector<4x3x[16]xf32>
- return %0 : vector<[16]xf32>
-}
-// CHECK-LABEL: @extract_vec_1d_from_vec_3d_f32_scalable
-// CHECK: llvm.extractvalue {{.*}}[0, 0] : !llvm.array<4 x array<3 x vector<[16]xf32>>>
-// CHECK: return {{.*}} : vector<[16]xf32>
-
-// -----
-
-func.func @extract_scalar_from_vec_3d_f32(%arg0: vector<4x3x16xf32>) -> f32 {
- %0 = vector.extract %arg0[0, 0, 0]: f32 from vector<4x3x16xf32>
- return %0 : f32
-}
-// CHECK-LABEL: @extract_scalar_from_vec_3d_f32
-// CHECK: llvm.extractvalue {{.*}}[0, 0] : !llvm.array<4 x array<3 x vector<16xf32>>>
-// CHECK: llvm.mlir.constant(0 : i64) : i64
-// CHECK: llvm.extractelement {{.*}}[{{.*}} : i64] : vector<16xf32>
-// CHECK: return {{.*}} : f32
-
-// -----
-
-func.func @extract_scalar_from_vec_3d_f32_scalable(%arg0: vector<4x3x[16]xf32>) -> f32 {
- %0 = vector.extract %arg0[0, 0, 0]: f32 from vector<4x3x[16]xf32>
- return %0 : f32
-}
-// CHECK-LABEL: @extract_scalar_from_vec_3d_f32_scalable
-// CHECK: llvm.extractvalue {{.*}}[0, 0] : !llvm.array<4 x array<3 x vector<[16]xf32>>>
-// CHECK: llvm.mlir.constant(0 : i64) : i64
-// CHECK: llvm.extractelement {{.*}}[{{.*}} : i64] : vector<[16]xf32>
-// CHECK: return {{.*}} : f32
-
-// -----
-
-func.func @extract_scalar_from_vec_1d_f32_dynamic_idx(%arg0: vector<16xf32>, %arg1: index) -> f32 {
- %0 = vector.extract %arg0[%arg1]: f32 from vector<16xf32>
- return %0 : f32
-}
-// CHECK-LABEL: @extract_scalar_from_vec_1d_f32_dynamic_idx
-// CHECK-SAME: %[[VEC:.+]]: vector<16xf32>, %[[INDEX:.+]]: index
-// CHECK: %[[UC:.+]] = builtin.unrealized_conversion_cast %[[INDEX]] : index to i64
-// CHECK: llvm.extractelement %[[VEC]][%[[UC]] : i64] : vector<16xf32>
-
-// -----
-
-func.func @extract_scalar_from_vec_1d_f32_dynamic_idx_scalable(%arg0: vector<[16]xf32>, %arg1: index) -> f32 {
- %0 = vector.extract %arg0[%arg1]: f32 from vector<[16]xf32>
- return %0 : f32
-}
-// CHECK-LABEL: @extract_scalar_from_vec_1d_f32_dynamic_idx_scalable
-// CHECK-SAME: %[[VEC:.+]]: vector<[16]xf32>, %[[INDEX:.+]]: index
-// CHECK: %[[UC:.+]] = builtin.unrealized_conversion_cast %[[INDEX]] : index to i64
-// CHECK: llvm.extractelement %[[VEC]][%[[UC]] : i64] : vector<[16]xf32>
-
-// -----
-
-func.func @extract_scalar_from_vec_2d_f32_inner_dynamic_idx(%arg0: vector<1x16xf32>, %arg1: index) -> f32 {
- %0 = vector.extract %arg0[0, %arg1]: f32 from vector<1x16xf32>
- return %0 : f32
-}
-
-// Lowering supports extracting from multi-dim vectors with dynamic indices
-// provided that only the trailing index is dynamic.
-
-// CHECK-LABEL: @extract_scalar_from_vec_2d_f32_inner_dynamic_idx(
-// CHECK: llvm.extractvalue
-// CHECK: llvm.extractelement
-
-func.func @extract_scalar_from_vec_2d_f32_inner_dynamic_idx_scalable(%arg0: vector<1x[16]xf32>, %arg1: index) -> f32 {
- %0 = vector.extract %arg0[0, %arg1]: f32 from vector<1x[16]xf32>
- return %0 : f32
-}
-
-// Lowering supports extracting from multi-dim vectors with dynamic indices
-// provided that only the trailing index is dynamic.
-
-// CHECK-LABEL: @extract_scalar_from_vec_2d_f32_inner_dynamic_idx_scalable(
-// CHECK: llvm.extractvalue
-// CHECK: llvm.extractelement
-
-// -----
-
-func.func @extract_scalar_from_vec_2d_f32_outer_dynamic_idx(%arg0: vector<1x16xf32>, %arg1: index) -> f32 {
- %0 = vector.extract %arg0[%arg1, 0]: f32 from vector<1x16xf32>
- return %0 : f32
-}
-
-// Lowering supports extracting from multi-dim vectors with dynamic indices
-// provided that only the trailing index is dynamic.
-
-// CHECK-LABEL: @extract_scalar_from_vec_2d_f32_outer_dynamic_idx(
-// CHECK: vector.extract
-
-func.func @extract_scalar_from_vec_2d_f32_outer_dynamic_idx_scalable(%arg0: vector<1x[16]xf32>, %arg1: index) -> f32 {
- %0 = vector.extract %arg0[%arg1, 0]: f32 from vector<1x[16]xf32>
- return %0 : f32
-}
-
-// Lowering does not support extracting from multi-dim vectors with non trailing
-// dynamic index, but it shouldn't crash.
-
-// CHECK-LABEL: @extract_scalar_from_vec_2d_f32_outer_dynamic_idx_scalable(
-// CHECK: vector.extract
-
-// -----
-
-func.func @extract_scalar_from_vec_0d_index(%arg0: vector<index>) -> index {
- %0 = vector.extract %arg0[]: index from vector<index>
- return %0 : index
-}
-// CHECK-LABEL: @extract_scalar_from_vec_0d_index(
-// CHECK-SAME: %[[A:.*]]: vector<index>)
-// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<index> to vector<1xi64>
-// CHECK: %[[T1:.*]] = llvm.mlir.constant(0 : i64) : i64
-// CHECK: %[[T2:.*]] = llvm.extractelement %[[T0]][%[[T1]] : i64] : vector<1xi64>
-// CHECK: %[[T3:.*]] = builtin.unrealized_conversion_cast %[[T2]] : i64 to index
-// CHECK: return %[[T3]] : index
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.insertelement
-//===----------------------------------------------------------------------===//
-
-func.func @insertelement_into_vec_0d_f32(%arg0: f32, %arg1: vector<f32>) -> vector<f32> {
- %1 = vector.insertelement %arg0, %arg1[] : vector<f32>
- return %1 : vector<f32>
-}
-// CHECK-LABEL: @insertelement_into_vec_0d_f32
-// CHECK-SAME: %[[A:.*]]: f32,
-// CHECK: %[[B:.*]] = builtin.unrealized_conversion_cast %{{.*}} :
-// CHECK: vector<f32> to vector<1xf32>
-// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : index) : i64
-// CHECK: %[[X:.*]] = llvm.insertelement %[[A]], %[[B]][%[[C0]] : {{.*}}] : vector<1xf32>
-
-// -----
-
-func.func @insertelement_into_vec_1d_f32_idx_as_i32(%arg0: f32, %arg1: vector<4xf32>) -> vector<4xf32> {
- %0 = arith.constant 3 : i32
- %1 = vector.insertelement %arg0, %arg1[%0 : i32] : vector<4xf32>
- return %1 : vector<4xf32>
-}
-// CHECK-LABEL: @insertelement_into_vec_1d_f32_idx_as_i32(
-// CHECK-SAME: %[[A:.*]]: f32,
-// CHECK-SAME: %[[B:.*]]: vector<4xf32>)
-// CHECK: %[[C:.*]] = arith.constant 3 : i32
-// CHECK: %[[X:.*]] = llvm.insertelement %[[A]], %[[B]][%[[C]] : i32] : vector<4xf32>
-// CHECK: return %[[X]] : vector<4xf32>
-
-// -----
-
-func.func @insertelement_into_vec_1d_f32_idx_as_i32_scalable(%arg0: f32, %arg1: vector<[4]xf32>) -> vector<[4]xf32> {
- %0 = arith.constant 3 : i32
- %1 = vector.insertelement %arg0, %arg1[%0 : i32] : vector<[4]xf32>
- return %1 : vector<[4]xf32>
-}
-// CHECK-LABEL: @insertelement_into_vec_1d_f32_idx_as_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: f32,
-// CHECK-SAME: %[[B:.*]]: vector<[4]xf32>)
-// CHECK: %[[C:.*]] = arith.constant 3 : i32
-// CHECK: %[[X:.*]] = llvm.insertelement %[[A]], %[[B]][%[[C]] : i32] : vector<[4]xf32>
-// CHECK: return %[[X]] : vector<[4]xf32>
-
-// -----
-
-func.func @insertelement_into_vec_1d_f32_scalable_idx_as_index(%arg0: f32, %arg1: vector<4xf32>) -> vector<4xf32> {
- %0 = arith.constant 3 : index
- %1 = vector.insertelement %arg0, %arg1[%0 : index] : vector<4xf32>
- return %1 : vector<4xf32>
-}
-// CHECK-LABEL: @insertelement_into_vec_1d_f32_scalable_idx_as_index(
-// CHECK-SAME: %[[A:.*]]: f32,
-// CHECK-SAME: %[[B:.*]]: vector<4xf32>)
-// CHECK: %[[C:.*]] = arith.constant 3 : index
-// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %[[C]] : index to i64
-// CHECK: %[[X:.*]] = llvm.insertelement %[[A]], %[[B]][%[[I]] : i64] : vector<4xf32>
-// CHECK: return %[[X]] : vector<4xf32>
-
-// -----
-
-func.func @insertelement_into_vec_1d_f32_scalable_idx_as_index_scalable(%arg0: f32, %arg1: vector<[4]xf32>) -> vector<[4]xf32> {
- %0 = arith.constant 3 : index
- %1 = vector.insertelement %arg0, %arg1[%0 : index] : vector<[4]xf32>
- return %1 : vector<[4]xf32>
-}
-// CHECK-LABEL: @insertelement_into_vec_1d_f32_scalable_idx_as_index_scalable(
-// CHECK-SAME: %[[A:.*]]: f32,
-// CHECK-SAME: %[[B:.*]]: vector<[4]xf32>)
-// CHECK: %[[C:.*]] = arith.constant 3 : index
-// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %[[C]] : index to i64
-// CHECK: %[[X:.*]] = llvm.insertelement %[[A]], %[[B]][%[[I]] : i64] : vector<[4]xf32>
-// CHECK: return %[[X]] : vector<[4]xf32>
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.insert
-//===----------------------------------------------------------------------===//
-
-func.func @insert_scalar_into_vec_1d_f32(%arg0: f32, %arg1: vector<4xf32>) -> vector<4xf32> {
- %0 = vector.insert %arg0, %arg1[3] : f32 into vector<4xf32>
- return %0 : vector<4xf32>
-}
-// CHECK-LABEL: @insert_scalar_into_vec_1d_f32
-// CHECK: llvm.mlir.constant(3 : i64) : i64
-// CHECK: llvm.insertelement {{.*}}, {{.*}}[{{.*}} : i64] : vector<4xf32>
-// CHECK: return {{.*}} : vector<4xf32>
-
-// -----
-
-func.func @insert_scalar_into_vec_1d_f32_scalable(%arg0: f32, %arg1: vector<[4]xf32>) -> vector<[4]xf32> {
- %0 = vector.insert %arg0, %arg1[3] : f32 into vector<[4]xf32>
- return %0 : vector<[4]xf32>
-}
-// CHECK-LABEL: @insert_scalar_into_vec_1d_f32_scalable
-// CHECK: llvm.mlir.constant(3 : i64) : i64
-// CHECK: llvm.insertelement {{.*}}, {{.*}}[{{.*}} : i64] : vector<[4]xf32>
-// CHECK: return {{.*}} : vector<[4]xf32>
-
-// -----
-
-func.func @insert_scalar_into_vec_1d_index(%arg0: index, %arg1: vector<4xindex>) -> vector<4xindex> {
- %0 = vector.insert %arg0, %arg1[3] : index into vector<4xindex>
- return %0 : vector<4xindex>
-}
-// CHECK-LABEL: @insert_scalar_into_vec_1d_index(
-// CHECK-SAME: %[[A:.*]]: index,
-// CHECK-SAME: %[[B:.*]]: vector<4xindex>)
-// CHECK-DAG: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : index to i64
-// CHECK-DAG: %[[T1:.*]] = builtin.unrealized_conversion_cast %[[B]] : vector<4xindex> to vector<4xi64>
-// CHECK: %[[T3:.*]] = llvm.mlir.constant(3 : i64) : i64
-// CHECK: %[[T4:.*]] = llvm.insertelement %[[T0]], %[[T1]][%[[T3]] : i64] : vector<4xi64>
-// CHECK: %[[T5:.*]] = builtin.unrealized_conversion_cast %[[T4]] : vector<4xi64> to vector<4xindex>
-// CHECK: return %[[T5]] : vector<4xindex>
-
-// -----
-
-func.func @insert_scalar_into_vec_1d_index_scalable(%arg0: index, %arg1: vector<[4]xindex>) -> vector<[4]xindex> {
- %0 = vector.insert %arg0, %arg1[3] : index into vector<[4]xindex>
- return %0 : vector<[4]xindex>
-}
-// CHECK-LABEL: @insert_scalar_into_vec_1d_index_scalable(
-// CHECK-SAME: %[[A:.*]]: index,
-// CHECK-SAME: %[[B:.*]]: vector<[4]xindex>)
-// CHECK-DAG: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : index to i64
-// CHECK-DAG: %[[T1:.*]] = builtin.unrealized_conversion_cast %[[B]] : vector<[4]xindex> to vector<[4]xi64>
-// CHECK: %[[T3:.*]] = llvm.mlir.constant(3 : i64) : i64
-// CHECK: %[[T4:.*]] = llvm.insertelement %[[T0]], %[[T1]][%[[T3]] : i64] : vector<[4]xi64>
-// CHECK: %[[T5:.*]] = builtin.unrealized_conversion_cast %[[T4]] : vector<[4]xi64> to vector<[4]xindex>
-// CHECK: return %[[T5]] : vector<[4]xindex>
-
-// -----
-
-func.func @insert_vec_2d_into_vec_3d_f32(%arg0: vector<8x16xf32>, %arg1: vector<4x8x16xf32>) -> vector<4x8x16xf32> {
- %0 = vector.insert %arg0, %arg1[3] : vector<8x16xf32> into vector<4x8x16xf32>
- return %0 : vector<4x8x16xf32>
-}
-// CHECK-LABEL: @insert_vec_2d_into_vec_3d_f32
-// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3] : !llvm.array<4 x array<8 x vector<16xf32>>>
-// CHECK: return {{.*}} : vector<4x8x16xf32>
-
-// -----
-
-func.func @insert_vec_2d_into_vec_3d_f32_scalable(%arg0: vector<8x[16]xf32>, %arg1: vector<4x8x[16]xf32>) -> vector<4x8x[16]xf32> {
- %0 = vector.insert %arg0, %arg1[3] : vector<8x[16]xf32> into vector<4x8x[16]xf32>
- return %0 : vector<4x8x[16]xf32>
-}
-// CHECK-LABEL: @insert_vec_2d_into_vec_3d_f32_scalable
-// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3] : !llvm.array<4 x array<8 x vector<[16]xf32>>>
-// CHECK: return {{.*}} : vector<4x8x[16]xf32>
-
-// -----
-
-func.func @insert_vec_1d_into_vec_3d_f32(%arg0: vector<16xf32>, %arg1: vector<4x8x16xf32>) -> vector<4x8x16xf32> {
- %0 = vector.insert %arg0, %arg1[3, 7] : vector<16xf32> into vector<4x8x16xf32>
- return %0 : vector<4x8x16xf32>
-}
-// CHECK-LABEL: @insert_vec_1d_into_vec_3d_f32
-// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<16xf32>>>
-// CHECK: return {{.*}} : vector<4x8x16xf32>
-
-// -----
-
-func.func @insert_vec_1d_into_vec_3d_f32_scalable(%arg0: vector<[16]xf32>, %arg1: vector<4x8x[16]xf32>) -> vector<4x8x[16]xf32> {
- %0 = vector.insert %arg0, %arg1[3, 7] : vector<[16]xf32> into vector<4x8x[16]xf32>
- return %0 : vector<4x8x[16]xf32>
-}
-// CHECK-LABEL: @insert_vec_1d_into_vec_3d_f32_scalable
-// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<[16]xf32>>>
-// CHECK: return {{.*}} : vector<4x8x[16]xf32>
-
-// -----
-
-func.func @insert_scalar_into_vec_3d_f32(%arg0: f32, %arg1: vector<4x8x16xf32>) -> vector<4x8x16xf32> {
- %0 = vector.insert %arg0, %arg1[3, 7, 15] : f32 into vector<4x8x16xf32>
- return %0 : vector<4x8x16xf32>
-}
-// CHECK-LABEL: @insert_scalar_into_vec_3d_f32
-// CHECK: llvm.extractvalue {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<16xf32>>>
-// CHECK: llvm.mlir.constant(15 : i64) : i64
-// CHECK: llvm.insertelement {{.*}}, {{.*}}[{{.*}} : i64] : vector<16xf32>
-// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<16xf32>>>
-// CHECK: return {{.*}} : vector<4x8x16xf32>
-
-// -----
-
-func.func @insert_scalar_into_vec_3d_f32_scalable(%arg0: f32, %arg1: vector<4x8x[16]xf32>) -> vector<4x8x[16]xf32> {
- %0 = vector.insert %arg0, %arg1[3, 7, 15] : f32 into vector<4x8x[16]xf32>
- return %0 : vector<4x8x[16]xf32>
-}
-// CHECK-LABEL: @insert_scalar_into_vec_3d_f32_scalable
-// CHECK: llvm.extractvalue {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<[16]xf32>>>
-// CHECK: llvm.mlir.constant(15 : i64) : i64
-// CHECK: llvm.insertelement {{.*}}, {{.*}}[{{.*}} : i64] : vector<[16]xf32>
-// CHECK: llvm.insertvalue {{.*}}, {{.*}}[3, 7] : !llvm.array<4 x array<8 x vector<[16]xf32>>>
-// CHECK: return {{.*}} : vector<4x8x[16]xf32>
-
-// -----
-
-func.func @insert_scalar_into_vec_1d_f32_dynamic_idx(%arg0: vector<16xf32>, %arg1: f32, %arg2: index)
- -> vector<16xf32> {
- %0 = vector.insert %arg1, %arg0[%arg2]: f32 into vector<16xf32>
- return %0 : vector<16xf32>
-}
-
-// CHECK-LABEL: @insert_scalar_into_vec_1d_f32_dynamic_idx
-// CHECK-SAME: %[[DST:.+]]: vector<16xf32>, %[[SRC:.+]]: f32, %[[INDEX:.+]]: index
-// CHECK: %[[UC:.+]] = builtin.unrealized_conversion_cast %[[INDEX]] : index to i64
-// CHECK: llvm.insertelement %[[SRC]], %[[DST]][%[[UC]] : i64] : vector<16xf32>
-
-// -----
-
-func.func @insert_scalar_into_vec_1d_f32_dynamic_idx_scalable(%arg0: vector<[16]xf32>, %arg1: f32, %arg2: index)
- -> vector<[16]xf32> {
- %0 = vector.insert %arg1, %arg0[%arg2]: f32 into vector<[16]xf32>
- return %0 : vector<[16]xf32>
-}
-
-// CHECK-LABEL: @insert_scalar_into_vec_1d_f32_dynamic_idx_scalable
-// CHECK-SAME: %[[DST:.+]]: vector<[16]xf32>, %[[SRC:.+]]: f32, %[[INDEX:.+]]: index
-// CHECK: %[[UC:.+]] = builtin.unrealized_conversion_cast %[[INDEX]] : index to i64
-// CHECK: llvm.insertelement %[[SRC]], %[[DST]][%[[UC]] : i64] : vector<[16]xf32>
-
-// -----
-
-func.func @insert_scalar_into_vec_2d_f32_dynamic_idx(%arg0: vector<1x16xf32>, %arg1: f32, %idx: index)
- -> vector<1x16xf32> {
- %0 = vector.insert %arg1, %arg0[0, %idx]: f32 into vector<1x16xf32>
- return %0 : vector<1x16xf32>
-}
-
-// Multi-dim vectors are not supported but this test shouldn't crash.
-
-// CHECK-LABEL: @insert_scalar_into_vec_2d_f32_dynamic_idx(
-// CHECK: vector.insert
-
-// -----
-
-func.func @insert_scalar_into_vec_2d_f32_dynamic_idx_scalable(%arg0: vector<1x[16]xf32>, %arg1: f32, %idx: index)
- -> vector<1x[16]xf32> {
- %0 = vector.insert %arg1, %arg0[0, %idx]: f32 into vector<1x[16]xf32>
- return %0 : vector<1x[16]xf32>
-}
-
-// Multi-dim vectors are not supported but this test shouldn't crash.
-
-// CHECK-LABEL: @insert_scalar_into_vec_2d_f32_dynamic_idx_scalable(
-// CHECK: vector.insert
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.type_cast
-//
-// TODO: Add tests for for vector.type_cast that would cover scalable vectors
-//===----------------------------------------------------------------------===//
-
-func.func @type_cast_f32(%arg0: memref<8x8x8xf32>) -> memref<vector<8x8x8xf32>> {
- %0 = vector.type_cast %arg0: memref<8x8x8xf32> to memref<vector<8x8x8xf32>>
- return %0 : memref<vector<8x8x8xf32>>
-}
-// CHECK-LABEL: @type_cast_f32
-// CHECK: llvm.mlir.undef : !llvm.struct<(ptr, ptr, i64)>
-// CHECK: %[[allocated:.*]] = llvm.extractvalue {{.*}}[0] : !llvm.struct<(ptr, ptr, i64, array<3 x i64>, array<3 x i64>)>
-// CHECK: llvm.insertvalue %[[allocated]], {{.*}}[0] : !llvm.struct<(ptr, ptr, i64)>
-// CHECK: %[[aligned:.*]] = llvm.extractvalue {{.*}}[1] : !llvm.struct<(ptr, ptr, i64, array<3 x i64>, array<3 x i64>)>
-// CHECK: llvm.insertvalue %[[aligned]], {{.*}}[1] : !llvm.struct<(ptr, ptr, i64)>
-// CHECK: llvm.mlir.constant(0 : index
-// CHECK: llvm.insertvalue {{.*}}[2] : !llvm.struct<(ptr, ptr, i64)>
-
-// NOTE: No test for scalable vectors - the input memref is fixed size.
-
-// -----
-
-func.func @type_cast_index(%arg0: memref<8x8x8xindex>) -> memref<vector<8x8x8xindex>> {
- %0 = vector.type_cast %arg0: memref<8x8x8xindex> to memref<vector<8x8x8xindex>>
- return %0 : memref<vector<8x8x8xindex>>
-}
-// CHECK-LABEL: @type_cast_index(
-// CHECK-SAME: %[[A:.*]]: memref<8x8x8xindex>)
-// CHECK: %{{.*}} = builtin.unrealized_conversion_cast %[[A]] : memref<8x8x8xindex> to !llvm.struct<(ptr, ptr, i64, array<3 x i64>, array<3 x i64>)>
-
-// CHECK: %{{.*}} = builtin.unrealized_conversion_cast %{{.*}} : !llvm.struct<(ptr, ptr, i64)> to memref<vector<8x8x8xindex>>
-
-// NOTE: No test for scalable vectors - the input memref is fixed size.
-
-// -----
-
-func.func @type_cast_non_zero_addrspace(%arg0: memref<8x8x8xf32, 3>) -> memref<vector<8x8x8xf32>, 3> {
- %0 = vector.type_cast %arg0: memref<8x8x8xf32, 3> to memref<vector<8x8x8xf32>, 3>
- return %0 : memref<vector<8x8x8xf32>, 3>
-}
-// CHECK-LABEL: @type_cast_non_zero_addrspace
-// CHECK: llvm.mlir.undef : !llvm.struct<(ptr<3>, ptr<3>, i64)>
-// CHECK: %[[allocated:.*]] = llvm.extractvalue {{.*}}[0] : !llvm.struct<(ptr<3>, ptr<3>, i64, array<3 x i64>, array<3 x i64>)>
-// CHECK: llvm.insertvalue %[[allocated]], {{.*}}[0] : !llvm.struct<(ptr<3>, ptr<3>, i64)>
-// CHECK: %[[aligned:.*]] = llvm.extractvalue {{.*}}[1] : !llvm.struct<(ptr<3>, ptr<3>, i64, array<3 x i64>, array<3 x i64>)>
-// CHECK: llvm.insertvalue %[[aligned]], {{.*}}[1] : !llvm.struct<(ptr<3>, ptr<3>, i64)>
-// CHECK: llvm.mlir.constant(0 : index
-// CHECK: llvm.insertvalue {{.*}}[2] : !llvm.struct<(ptr<3>, ptr<3>, i64)>
-
-// NOTE: No test for scalable vectors - the input memref is fixed size.
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.print
-//===----------------------------------------------------------------------===//
-
-func.func @print_scalar_i1(%arg0: i1) {
- vector.print %arg0 : i1
- return
-}
-//
-// Type "boolean" always uses zero extension.
-//
-// CHECK-LABEL: @print_scalar_i1(
-// CHECK-SAME: %[[A:.*]]: i1)
-// CHECK: %[[S:.*]] = arith.extui %[[A]] : i1 to i64
-// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_i4(%arg0: i4) {
- vector.print %arg0 : i4
- return
-}
-// CHECK-LABEL: @print_scalar_i4(
-// CHECK-SAME: %[[A:.*]]: i4)
-// CHECK: %[[S:.*]] = arith.extsi %[[A]] : i4 to i64
-// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_si4(%arg0: si4) {
- vector.print %arg0 : si4
- return
-}
-// CHECK-LABEL: @print_scalar_si4(
-// CHECK-SAME: %[[A:.*]]: si4)
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : si4 to i4
-// CHECK: %[[S:.*]] = arith.extsi %[[C]] : i4 to i64
-// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_ui4(%arg0: ui4) {
- vector.print %arg0 : ui4
- return
-}
-// CHECK-LABEL: @print_scalar_ui4(
-// CHECK-SAME: %[[A:.*]]: ui4)
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : ui4 to i4
-// CHECK: %[[S:.*]] = arith.extui %[[C]] : i4 to i64
-// CHECK: llvm.call @printU64(%[[S]]) : (i64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_i32(%arg0: i32) {
- vector.print %arg0 : i32
- return
-}
-// CHECK-LABEL: @print_scalar_i32(
-// CHECK-SAME: %[[A:.*]]: i32)
-// CHECK: %[[S:.*]] = arith.extsi %[[A]] : i32 to i64
-// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_ui32(%arg0: ui32) {
- vector.print %arg0 : ui32
- return
-}
-// CHECK-LABEL: @print_scalar_ui32(
-// CHECK-SAME: %[[A:.*]]: ui32)
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : ui32 to i32
-// CHECK: %[[S:.*]] = arith.extui %[[C]] : i32 to i64
-// CHECK: llvm.call @printU64(%[[S]]) : (i64) -> ()
-
-// -----
-
-func.func @print_scalar_i40(%arg0: i40) {
- vector.print %arg0 : i40
- return
-}
-// CHECK-LABEL: @print_scalar_i40(
-// CHECK-SAME: %[[A:.*]]: i40)
-// CHECK: %[[S:.*]] = arith.extsi %[[A]] : i40 to i64
-// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_si40(%arg0: si40) {
- vector.print %arg0 : si40
- return
-}
-// CHECK-LABEL: @print_scalar_si40(
-// CHECK-SAME: %[[A:.*]]: si40)
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : si40 to i40
-// CHECK: %[[S:.*]] = arith.extsi %[[C]] : i40 to i64
-// CHECK: llvm.call @printI64(%[[S]]) : (i64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_ui40(%arg0: ui40) {
- vector.print %arg0 : ui40
- return
-}
-// CHECK-LABEL: @print_scalar_ui40(
-// CHECK-SAME: %[[A:.*]]: ui40)
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : ui40 to i40
-// CHECK: %[[S:.*]] = arith.extui %[[C]] : i40 to i64
-// CHECK: llvm.call @printU64(%[[S]]) : (i64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_i64(%arg0: i64) {
- vector.print %arg0 : i64
- return
-}
-// CHECK-LABEL: @print_scalar_i64(
-// CHECK-SAME: %[[A:.*]]: i64)
-// CHECK: llvm.call @printI64(%[[A]]) : (i64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_ui64(%arg0: ui64) {
- vector.print %arg0 : ui64
- return
-}
-// CHECK-LABEL: @print_scalar_ui64(
-// CHECK-SAME: %[[A:.*]]: ui64)
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : ui64 to i64
-// CHECK: llvm.call @printU64(%[[C]]) : (i64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_index(%arg0: index) {
- vector.print %arg0 : index
- return
-}
-// CHECK-LABEL: @print_scalar_index(
-// CHECK-SAME: %[[A:.*]]: index)
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[A]] : index to i64
-// CHECK: llvm.call @printU64(%[[C]]) : (i64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_f32(%arg0: f32) {
- vector.print %arg0 : f32
- return
-}
-// CHECK-LABEL: @print_scalar_f32(
-// CHECK-SAME: %[[A:.*]]: f32)
-// CHECK: llvm.call @printF32(%[[A]]) : (f32) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-func.func @print_scalar_f64(%arg0: f64) {
- vector.print %arg0 : f64
- return
-}
-// CHECK-LABEL: @print_scalar_f64(
-// CHECK-SAME: %[[A:.*]]: f64)
-// CHECK: llvm.call @printF64(%[[A]]) : (f64) -> ()
-// CHECK: llvm.call @printNewline() : () -> ()
-
-// -----
-
-// CHECK-LABEL: module {
-// CHECK: llvm.func @printString(!llvm.ptr)
-// CHECK: llvm.mlir.global private constant @[[GLOBAL_STR:.*]]({{.*}})
-// CHECK: @print_string
-// CHECK-NEXT: %[[GLOBAL_ADDR:.*]] = llvm.mlir.addressof @[[GLOBAL_STR]] : !llvm.ptr
-// CHECK-NEXT: %[[STR_PTR:.*]] = llvm.getelementptr %[[GLOBAL_ADDR]][0] : (!llvm.ptr) -> !llvm.ptr
-// CHECK-NEXT: llvm.call @printString(%[[STR_PTR]]) : (!llvm.ptr) -> ()
-func.func @print_string() {
- vector.print str "Hello, World!"
- return
-}
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.extract_strided_slice
-//===----------------------------------------------------------------------===//
-
-func.func @extract_strided_slice_f32_1d_from_1d(%arg0: vector<4xf32>) -> vector<2xf32> {
- %0 = vector.extract_strided_slice %arg0 {offsets = [2], sizes = [2], strides = [1]} : vector<4xf32> to vector<2xf32>
- return %0 : vector<2xf32>
-}
-// CHECK-LABEL: @extract_strided_slice_f32_1d_from_1d
-// CHECK-SAME: %[[A:.*]]: vector<4xf32>)
-// CHECK: %[[T0:.*]] = llvm.shufflevector %[[A]], %[[A]] [2, 3] : vector<4xf32>
-// CHECK: return %[[T0]] : vector<2xf32>
-
-// NOTE: For scalable vectors we could only extract vector<[4]xf32> from vector<[4]xf32>, but that would be a NOP.
-
-// -----
-
-func.func @extract_strided_slice_index_1d_from_1d(%arg0: vector<4xindex>) -> vector<2xindex> {
- %0 = vector.extract_strided_slice %arg0 {offsets = [2], sizes = [2], strides = [1]} : vector<4xindex> to vector<2xindex>
- return %0 : vector<2xindex>
-}
-// CHECK-LABEL: @extract_strided_slice_index_1d_from_1d
-// CHECK-SAME: %[[A:.*]]: vector<4xindex>)
-// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<4xindex> to vector<4xi64>
-// CHECK: %[[T2:.*]] = llvm.shufflevector %[[T0]], %[[T0]] [2, 3] : vector<4xi64>
-// CHECK: %[[T3:.*]] = builtin.unrealized_conversion_cast %[[T2]] : vector<2xi64> to vector<2xindex>
-// CHECK: return %[[T3]] : vector<2xindex>
-
-// NOTE: For scalable vectors we could only extract vector<[4]xindex> from vector<[4]xindex>, but that would be a NOP.
-
-// -----
-
-func.func @extract_strided_slice_f32_1d_from_2d(%arg0: vector<4x8xf32>) -> vector<2x8xf32> {
- %0 = vector.extract_strided_slice %arg0 {offsets = [2], sizes = [2], strides = [1]} : vector<4x8xf32> to vector<2x8xf32>
- return %0 : vector<2x8xf32>
-}
-// CHECK-LABEL: @extract_strided_slice_f32_1d_from_2d(
-// CHECK-SAME: %[[ARG:.*]]: vector<4x8xf32>)
-// CHECK: %[[A:.*]] = builtin.unrealized_conversion_cast %[[ARG]] : vector<4x8xf32> to !llvm.array<4 x vector<8xf32>>
-// CHECK: %[[T0:.*]] = llvm.mlir.undef : !llvm.array<2 x vector<8xf32>>
-// CHECK: %[[T1:.*]] = llvm.extractvalue %[[A]][2] : !llvm.array<4 x vector<8xf32>>
-// CHECK: %[[T2:.*]] = llvm.insertvalue %[[T1]], %[[T0]][0] : !llvm.array<2 x vector<8xf32>>
-// CHECK: %[[T3:.*]] = llvm.extractvalue %[[A]][3] : !llvm.array<4 x vector<8xf32>>
-// CHECK: %[[T4:.*]] = llvm.insertvalue %[[T3]], %[[T2]][1] : !llvm.array<2 x vector<8xf32>>
-// CHECK: %[[T5:.*]] = builtin.unrealized_conversion_cast %[[T4]] : !llvm.array<2 x vector<8xf32>> to vector<2x8xf32>
-// CHECK: return %[[T5]]
-
-// -----
-
-func.func @extract_strided_slice_f32_1d_from_2d_scalable(%arg0: vector<4x[8]xf32>) -> vector<2x[8]xf32> {
- %0 = vector.extract_strided_slice %arg0 {offsets = [2], sizes = [2], strides = [1]} : vector<4x[8]xf32> to vector<2x[8]xf32>
- return %0 : vector<2x[8]xf32>
-}
-// CHECK-LABEL: func.func @extract_strided_slice_f32_1d_from_2d_scalable(
-// CHECK-SAME: %[[ARG:.*]]: vector<4x[8]xf32>)
-// CHECK: %[[A:.*]] = builtin.unrealized_conversion_cast %[[ARG]] : vector<4x[8]xf32> to !llvm.array<4 x vector<[8]xf32>>
-// CHECK: %[[CST:.*]] = arith.constant dense<0.000000e+00> : vector<2x[8]xf32>
-// CHECK: %[[DST:.*]] = builtin.unrealized_conversion_cast %[[CST]] : vector<2x[8]xf32> to !llvm.array<2 x vector<[8]xf32>>
-// CHECK: %[[E0:.*]] = llvm.extractvalue %[[A]][2] : !llvm.array<4 x vector<[8]xf32>>
-// CHECK: %[[E1:.*]] = llvm.extractvalue %[[A]][3] : !llvm.array<4 x vector<[8]xf32>>
-// CHECK: %[[I0:.*]] = llvm.insertvalue %[[E0]], %[[DST]][0] : !llvm.array<2 x vector<[8]xf32>>
-// CHECK: %[[I1:.*]] = llvm.insertvalue %[[E1]], %[[I0]][1] : !llvm.array<2 x vector<[8]xf32>>
-// CHECK: %[[RES:.*]] = builtin.unrealized_conversion_cast %[[I1]] : !llvm.array<2 x vector<[8]xf32>> to vector<2x[8]xf32>
-// CHECK: return %[[RES]]
-
-// -----
-
-func.func @extract_strided_slice_f32_2d_from_2d(%arg0: vector<4x8xf32>) -> vector<2x2xf32> {
- %0 = vector.extract_strided_slice %arg0 {offsets = [2, 2], sizes = [2, 2], strides = [1, 1]} : vector<4x8xf32> to vector<2x2xf32>
- return %0 : vector<2x2xf32>
-}
-// CHECK-LABEL: @extract_strided_slice_f32_2d_from_2d(
-// CHECK-SAME: %[[ARG:.*]]: vector<4x8xf32>)
-// CHECK: %[[A:.*]] = builtin.unrealized_conversion_cast %[[ARG]] : vector<4x8xf32> to !llvm.array<4 x vector<8xf32>>
-// CHECK: %[[VAL_2:.*]] = arith.constant dense<0.000000e+00> : vector<2x2xf32>
-// CHECK: %[[VAL_6:.*]] = builtin.unrealized_conversion_cast %[[VAL_2]] : vector<2x2xf32> to !llvm.array<2 x vector<2xf32>>
-// CHECK: %[[T2:.*]] = llvm.extractvalue %[[A]][2] : !llvm.array<4 x vector<8xf32>>
-// CHECK: %[[T3:.*]] = llvm.shufflevector %[[T2]], %[[T2]] [2, 3] : vector<8xf32>
-// CHECK: %[[T4:.*]] = llvm.insertvalue %[[T3]], %[[VAL_6]][0] : !llvm.array<2 x vector<2xf32>>
-// CHECK: %[[T5:.*]] = llvm.extractvalue %[[A]][3] : !llvm.array<4 x vector<8xf32>>
-// CHECK: %[[T6:.*]] = llvm.shufflevector %[[T5]], %[[T5]] [2, 3] : vector<8xf32>
-// CHECK: %[[T7:.*]] = llvm.insertvalue %[[T6]], %[[T4]][1] : !llvm.array<2 x vector<2xf32>>
-// CHECK: %[[VAL_12:.*]] = builtin.unrealized_conversion_cast %[[T7]] : !llvm.array<2 x vector<2xf32>> to vector<2x2xf32>
-// CHECK: return %[[VAL_12]] : vector<2x2xf32>
-
-// -----
-
-// NOTE: For scalable vectors, we can only extract "full" scalable dimensions
-// (e.g. [8] from [8], but not [4] from [8]).
-
-func.func @extract_strided_slice_f32_2d_from_2d_scalable(%arg0: vector<4x[8]xf32>) -> vector<2x[8]xf32> {
- %0 = vector.extract_strided_slice %arg0 {offsets = [2, 0], sizes = [2, 8], strides = [1, 1]} : vector<4x[8]xf32> to vector<2x[8]xf32>
- return %0 : vector<2x[8]xf32>
-}
-// CHECK-LABEL: @extract_strided_slice_f32_2d_from_2d_scalable(
-// CHECK-SAME: %[[ARG:.*]]: vector<4x[8]xf32>)
-// CHECK: %[[T1:.*]] = builtin.unrealized_conversion_cast %[[ARG]] : vector<4x[8]xf32> to !llvm.array<4 x vector<[8]xf32>>
-// CHECK: %[[T3:.*]] = arith.constant dense<0.000000e+00> : vector<2x[8]xf32>
-// CHECK: %[[T4:.*]] = builtin.unrealized_conversion_cast %[[T3]] : vector<2x[8]xf32> to !llvm.array<2 x vector<[8]xf32>>
-// CHECK: %[[T5:.*]] = llvm.extractvalue %[[T1]][2] : !llvm.array<4 x vector<[8]xf32>>
-// CHECK: %[[T6:.*]] = llvm.insertvalue %[[T5]], %[[T4]][0] : !llvm.array<2 x vector<[8]xf32>>
-// CHECK: %[[T7:.*]] = llvm.extractvalue %[[T1]][3] : !llvm.array<4 x vector<[8]xf32>>
-// CHECK: %[[T8:.*]] = llvm.insertvalue %[[T7]], %[[T6]][1] : !llvm.array<2 x vector<[8]xf32>>
-// CHECK: %[[T9:.*]] = builtin.unrealized_conversion_cast %[[T8]] : !llvm.array<2 x vector<[8]xf32>> to vector<2x[8]xf32>
-// CHECK: return %[[T9]] : vector<2x[8]xf32>
+// CHECK-LABEL: @extract_strided_slice_f32_2d_from_2d_scalable(
+// CHECK-SAME: %[[ARG:.*]]: vector<4x[8]xf32>)
+// CHECK: %[[T1:.*]] = builtin.unrealized_conversion_cast %[[ARG]] : vector<4x[8]xf32> to !llvm.array<4 x vector<[8]xf32>>
+// CHECK: %[[T3:.*]] = arith.constant dense<0.000000e+00> : vector<2x[8]xf32>
+// CHECK: %[[T4:.*]] = builtin.unrealized_conversion_cast %[[T3]] : vector<2x[8]xf32> to !llvm.array<2 x vector<[8]xf32>>
+// CHECK: %[[T5:.*]] = llvm.extractvalue %[[T1]][2] : !llvm.array<4 x vector<[8]xf32>>
+// CHECK: %[[T6:.*]] = llvm.insertvalue %[[T5]], %[[T4]][0] : !llvm.array<2 x vector<[8]xf32>>
+// CHECK: %[[T7:.*]] = llvm.extractvalue %[[T1]][3] : !llvm.array<4 x vector<[8]xf32>>
+// CHECK: %[[T8:.*]] = llvm.insertvalue %[[T7]], %[[T6]][1] : !llvm.array<2 x vector<[8]xf32>>
+// CHECK: %[[T9:.*]] = builtin.unrealized_conversion_cast %[[T8]] : !llvm.array<2 x vector<[8]xf32>> to vector<2x[8]xf32>
+// CHECK: return %[[T9]] : vector<2x[8]xf32>
// -----
@@ -2293,691 +1424,6 @@ func.func @fma_scalable(%vec_1d: vector<[8]xf32>, %vec_2d: vector<2x[4]xf32>, %v
return %0, %1, %2: vector<[8]xf32>, vector<2x[4]xf32>, vector<1x1x[1]xf32>
}
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.reduction
-//===----------------------------------------------------------------------===//
-
-func.func @reduce_0d_f32(%arg0: vector<f32>) -> f32 {
- %0 = vector.reduction <add>, %arg0 : vector<f32> into f32
- return %0 : f32
-}
-// CHECK-LABEL: @reduce_0d_f32(
-// CHECK-SAME: %[[A:.*]]: vector<f32>)
-// CHECK: %[[CA:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<f32> to vector<1xf32>
-// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f32) : f32
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[CA]])
-// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f32, vector<1xf32>) -> f32
-// CHECK: return %[[V]] : f32
-
-// -----
-
-func.func @reduce_f16(%arg0: vector<16xf16>) -> f16 {
- %0 = vector.reduction <add>, %arg0 : vector<16xf16> into f16
- return %0 : f16
-}
-// CHECK-LABEL: @reduce_f16(
-// CHECK-SAME: %[[A:.*]]: vector<16xf16>)
-// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f16) : f16
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
-// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f16, vector<16xf16>) -> f16
-// CHECK: return %[[V]] : f16
-
-// -----
-
-func.func @reduce_f16_scalable(%arg0: vector<[16]xf16>) -> f16 {
- %0 = vector.reduction <add>, %arg0 : vector<[16]xf16> into f16
- return %0 : f16
-}
-// CHECK-LABEL: @reduce_f16_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xf16>)
-// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f16) : f16
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
-// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f16, vector<[16]xf16>) -> f16
-// CHECK: return %[[V]] : f16
-
-// -----
-
-func.func @reduce_f32(%arg0: vector<16xf32>) -> f32 {
- %0 = vector.reduction <add>, %arg0 : vector<16xf32> into f32
- return %0 : f32
-}
-// CHECK-LABEL: @reduce_f32(
-// CHECK-SAME: %[[A:.*]]: vector<16xf32>)
-// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f32) : f32
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
-// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f32, vector<16xf32>) -> f32
-// CHECK: return %[[V]] : f32
-
-// -----
-
-func.func @reduce_f32_scalable(%arg0: vector<[16]xf32>) -> f32 {
- %0 = vector.reduction <add>, %arg0 : vector<[16]xf32> into f32
- return %0 : f32
-}
-// CHECK-LABEL: @reduce_f32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>)
-// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f32) : f32
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
-// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f32, vector<[16]xf32>) -> f32
-// CHECK: return %[[V]] : f32
-
-// -----
-
-func.func @reduce_f64(%arg0: vector<16xf64>) -> f64 {
- %0 = vector.reduction <add>, %arg0 : vector<16xf64> into f64
- return %0 : f64
-}
-// CHECK-LABEL: @reduce_f64(
-// CHECK-SAME: %[[A:.*]]: vector<16xf64>)
-// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f64) : f64
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
-// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f64, vector<16xf64>) -> f64
-// CHECK: return %[[V]] : f64
-
-// -----
-
-func.func @reduce_f64_scalable(%arg0: vector<[16]xf64>) -> f64 {
- %0 = vector.reduction <add>, %arg0 : vector<[16]xf64> into f64
- return %0 : f64
-}
-// CHECK-LABEL: @reduce_f64_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xf64>)
-// CHECK: %[[C:.*]] = llvm.mlir.constant(0.000000e+00 : f64) : f64
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.fadd"(%[[C]], %[[A]])
-// CHECK-SAME: <{fastmathFlags = #llvm.fastmath<none>}> : (f64, vector<[16]xf64>) -> f64
-// CHECK: return %[[V]] : f64
-
-// -----
-
-func.func @reduce_i8(%arg0: vector<16xi8>) -> i8 {
- %0 = vector.reduction <add>, %arg0 : vector<16xi8> into i8
- return %0 : i8
-}
-// CHECK-LABEL: @reduce_i8(
-// CHECK-SAME: %[[A:.*]]: vector<16xi8>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
-// CHECK: return %[[V]] : i8
-
-// -----
-
-func.func @reduce_i8_scalable(%arg0: vector<[16]xi8>) -> i8 {
- %0 = vector.reduction <add>, %arg0 : vector<[16]xi8> into i8
- return %0 : i8
-}
-// CHECK-LABEL: @reduce_i8_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi8>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
-// CHECK: return %[[V]] : i8
-
-// -----
-
-func.func @reduce_i32(%arg0: vector<16xi32>) -> i32 {
- %0 = vector.reduction <add>, %arg0 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
- %0 = vector.reduction <add>, %arg0 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <add>, %arg0, %arg1 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_acc_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
-// CHECK: %[[V:.*]] = llvm.add %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <add>, %arg0, %arg1 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_acc_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
-// CHECK: %[[V:.*]] = llvm.add %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_mul_i32(%arg0: vector<16xi32>) -> i32 {
- %0 = vector.reduction <mul>, %arg0 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_mul_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.mul"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_mul_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
- %0 = vector.reduction <mul>, %arg0 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_mul_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.mul"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_mul_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <mul>, %arg0, %arg1 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_mul_acc_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.mul"(%[[A]])
-// CHECK: %[[V:.*]] = llvm.mul %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_mul_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <mul>, %arg0, %arg1 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_mul_acc_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.mul"(%[[A]])
-// CHECK: %[[V:.*]] = llvm.mul %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_fmaximum_f32(%arg0: vector<16xf32>, %arg1: f32) -> f32 {
- %0 = vector.reduction <maximumf>, %arg0, %arg1 : vector<16xf32> into f32
- return %0 : f32
-}
-// CHECK-LABEL: @reduce_fmaximum_f32(
-// CHECK-SAME: %[[A:.*]]: vector<16xf32>, %[[B:.*]]: f32)
-// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmaximum(%[[A]]) : (vector<16xf32>) -> f32
-// CHECK: %[[R:.*]] = llvm.intr.maximum(%[[V]], %[[B]]) : (f32, f32) -> f32
-// CHECK: return %[[R]] : f32
-
-// -----
-
-func.func @reduce_fmaximum_f32_scalable(%arg0: vector<[16]xf32>, %arg1: f32) -> f32 {
- %0 = vector.reduction <maximumf>, %arg0, %arg1 : vector<[16]xf32> into f32
- return %0 : f32
-}
-// CHECK-LABEL: @reduce_fmaximum_f32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>, %[[B:.*]]: f32)
-// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmaximum(%[[A]]) : (vector<[16]xf32>) -> f32
-// CHECK: %[[R:.*]] = llvm.intr.maximum(%[[V]], %[[B]]) : (f32, f32) -> f32
-// CHECK: return %[[R]] : f32
-
-// -----
-
-func.func @reduce_fminimum_f32(%arg0: vector<16xf32>, %arg1: f32) -> f32 {
- %0 = vector.reduction <minimumf>, %arg0, %arg1 : vector<16xf32> into f32
- return %0 : f32
-}
-// CHECK-LABEL: @reduce_fminimum_f32(
-// CHECK-SAME: %[[A:.*]]: vector<16xf32>, %[[B:.*]]: f32)
-// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fminimum(%[[A]]) : (vector<16xf32>) -> f32
-// CHECK: %[[R:.*]] = llvm.intr.minimum(%[[V]], %[[B]]) : (f32, f32) -> f32
-// CHECK: return %[[R]] : f32
-
-// -----
-
-func.func @reduce_fminimum_f32_scalable(%arg0: vector<[16]xf32>, %arg1: f32) -> f32 {
- %0 = vector.reduction <minimumf>, %arg0, %arg1 : vector<[16]xf32> into f32
- return %0 : f32
-}
-// CHECK-LABEL: @reduce_fminimum_f32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>, %[[B:.*]]: f32)
-// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fminimum(%[[A]]) : (vector<[16]xf32>) -> f32
-// CHECK: %[[R:.*]] = llvm.intr.minimum(%[[V]], %[[B]]) : (f32, f32) -> f32
-// CHECK: return %[[R]] : f32
-
-// -----
-
-func.func @reduce_fmax_f32(%arg0: vector<16xf32>, %arg1: f32) -> f32 {
- %0 = vector.reduction <maxnumf>, %arg0, %arg1 : vector<16xf32> into f32
- return %0 : f32
-}
-// CHECK-LABEL: @reduce_fmax_f32(
-// CHECK-SAME: %[[A:.*]]: vector<16xf32>, %[[B:.*]]: f32)
-// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmax(%[[A]]) : (vector<16xf32>) -> f32
-// CHECK: %[[R:.*]] = llvm.intr.maxnum(%[[V]], %[[B]]) : (f32, f32) -> f32
-// CHECK: return %[[R]] : f32
-
-// -----
-
-func.func @reduce_fmax_f32_scalable(%arg0: vector<[16]xf32>, %arg1: f32) -> f32 {
- %0 = vector.reduction <maxnumf>, %arg0, %arg1 : vector<[16]xf32> into f32
- return %0 : f32
-}
-// CHECK-LABEL: @reduce_fmax_f32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>, %[[B:.*]]: f32)
-// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmax(%[[A]]) : (vector<[16]xf32>) -> f32
-// CHECK: %[[R:.*]] = llvm.intr.maxnum(%[[V]], %[[B]]) : (f32, f32) -> f32
-// CHECK: return %[[R]] : f32
-
-// -----
-
-func.func @reduce_fmin_f32(%arg0: vector<16xf32>, %arg1: f32) -> f32 {
- %0 = vector.reduction <minnumf>, %arg0, %arg1 : vector<16xf32> into f32
- return %0 : f32
-}
-// CHECK-LABEL: @reduce_fmin_f32(
-// CHECK-SAME: %[[A:.*]]: vector<16xf32>, %[[B:.*]]: f32)
-// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmin(%[[A]]) : (vector<16xf32>) -> f32
-// CHECK: %[[R:.*]] = llvm.intr.minnum(%[[V]], %[[B]]) : (f32, f32) -> f32
-// CHECK: return %[[R]] : f32
-
-// -----
-
-func.func @reduce_fmin_f32_scalable(%arg0: vector<[16]xf32>, %arg1: f32) -> f32 {
- %0 = vector.reduction <minnumf>, %arg0, %arg1 : vector<[16]xf32> into f32
- return %0 : f32
-}
-// CHECK-LABEL: @reduce_fmin_f32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xf32>, %[[B:.*]]: f32)
-// CHECK: %[[V:.*]] = llvm.intr.vector.reduce.fmin(%[[A]]) : (vector<[16]xf32>) -> f32
-// CHECK: %[[R:.*]] = llvm.intr.minnum(%[[V]], %[[B]]) : (f32, f32) -> f32
-// CHECK: return %[[R]] : f32
-
-// -----
-
-func.func @reduce_minui_i32(%arg0: vector<16xi32>) -> i32 {
- %0 = vector.reduction <minui>, %arg0 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_minui_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.umin"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_minui_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
- %0 = vector.reduction <minui>, %arg0 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_minui_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.umin"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_minui_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <minui>, %arg0, %arg1 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_minui_acc_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.umin"(%[[A]])
-// CHECK: %[[S:.*]] = llvm.icmp "ule" %[[ACC]], %[[R]]
-// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_minui_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <minui>, %arg0, %arg1 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_minui_acc_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.umin"(%[[A]])
-// CHECK: %[[S:.*]] = llvm.icmp "ule" %[[ACC]], %[[R]]
-// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_maxui_i32(%arg0: vector<16xi32>) -> i32 {
- %0 = vector.reduction <maxui>, %arg0 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_maxui_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.umax"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_maxui_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
- %0 = vector.reduction <maxui>, %arg0 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_maxui_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.umax"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_maxui_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <maxui>, %arg0, %arg1 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_maxui_acc_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.umax"(%[[A]])
-// CHECK: %[[S:.*]] = llvm.icmp "uge" %[[ACC]], %[[R]]
-// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_maxui_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <maxui>, %arg0, %arg1 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_maxui_acc_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.umax"(%[[A]])
-// CHECK: %[[S:.*]] = llvm.icmp "uge" %[[ACC]], %[[R]]
-// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_minsi_i32(%arg0: vector<16xi32>) -> i32 {
- %0 = vector.reduction <minsi>, %arg0 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_minsi_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.smin"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_minsi_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
- %0 = vector.reduction <minsi>, %arg0 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_minsi_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.smin"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_minsi_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <minsi>, %arg0, %arg1 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_minsi_acc_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.smin"(%[[A]])
-// CHECK: %[[S:.*]] = llvm.icmp "sle" %[[ACC]], %[[R]]
-// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_minsi_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <minsi>, %arg0, %arg1 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_minsi_acc_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.smin"(%[[A]])
-// CHECK: %[[S:.*]] = llvm.icmp "sle" %[[ACC]], %[[R]]
-// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_maxsi_i32(%arg0: vector<16xi32>) -> i32 {
- %0 = vector.reduction <maxsi>, %arg0 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_maxsi_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.smax"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_maxsi_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
- %0 = vector.reduction <maxsi>, %arg0 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_maxsi_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.smax"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_maxsi_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <maxsi>, %arg0, %arg1 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_maxsi_acc_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.smax"(%[[A]])
-// CHECK: %[[S:.*]] = llvm.icmp "sge" %[[ACC]], %[[R]]
-// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_maxsi_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <maxsi>, %arg0, %arg1 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_maxsi_acc_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.smax"(%[[A]])
-// CHECK: %[[S:.*]] = llvm.icmp "sge" %[[ACC]], %[[R]]
-// CHECK: %[[V:.*]] = llvm.select %[[S]], %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_and_i32(%arg0: vector<16xi32>) -> i32 {
- %0 = vector.reduction <and>, %arg0 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_and_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.and"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_and_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
- %0 = vector.reduction <and>, %arg0 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_and_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.and"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_and_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <and>, %arg0, %arg1 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_and_acc_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.and"(%[[A]])
-// CHECK: %[[V:.*]] = llvm.and %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_and_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <and>, %arg0, %arg1 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_and_acc_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.and"(%[[A]])
-// CHECK: %[[V:.*]] = llvm.and %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_or_i32(%arg0: vector<16xi32>) -> i32 {
- %0 = vector.reduction <or>, %arg0 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_or_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.or"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_or_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
- %0 = vector.reduction <or>, %arg0 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_or_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.or"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_or_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <or>, %arg0, %arg1 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_or_acc_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.or"(%[[A]])
-// CHECK: %[[V:.*]] = llvm.or %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_or_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <or>, %arg0, %arg1 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_or_acc_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.or"(%[[A]])
-// CHECK: %[[V:.*]] = llvm.or %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_xor_i32(%arg0: vector<16xi32>) -> i32 {
- %0 = vector.reduction <xor>, %arg0 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_xor_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.xor"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_xor_i32_scalable(%arg0: vector<[16]xi32>) -> i32 {
- %0 = vector.reduction <xor>, %arg0 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_xor_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.xor"(%[[A]])
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_xor_acc_i32(%arg0: vector<16xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <xor>, %arg0, %arg1 : vector<16xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_xor_acc_i32(
-// CHECK-SAME: %[[A:.*]]: vector<16xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.xor"(%[[A]])
-// CHECK: %[[V:.*]] = llvm.xor %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_xor_acc_i32_scalable(%arg0: vector<[16]xi32>, %arg1 : i32) -> i32 {
- %0 = vector.reduction <xor>, %arg0, %arg1 : vector<[16]xi32> into i32
- return %0 : i32
-}
-// CHECK-LABEL: @reduce_xor_acc_i32_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi32>, %[[ACC:.*]]: i32)
-// CHECK: %[[R:.*]] = "llvm.intr.vector.reduce.xor"(%[[A]])
-// CHECK: %[[V:.*]] = llvm.xor %[[ACC]], %[[R]]
-// CHECK: return %[[V]] : i32
-
-// -----
-
-func.func @reduce_i64(%arg0: vector<16xi64>) -> i64 {
- %0 = vector.reduction <add>, %arg0 : vector<16xi64> into i64
- return %0 : i64
-}
-// CHECK-LABEL: @reduce_i64(
-// CHECK-SAME: %[[A:.*]]: vector<16xi64>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
-// CHECK: return %[[V]] : i64
-
-// -----
-
-func.func @reduce_i64_scalable(%arg0: vector<[16]xi64>) -> i64 {
- %0 = vector.reduction <add>, %arg0 : vector<[16]xi64> into i64
- return %0 : i64
-}
-// CHECK-LABEL: @reduce_i64_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xi64>)
-// CHECK: %[[V:.*]] = "llvm.intr.vector.reduce.add"(%[[A]])
-// CHECK: return %[[V]] : i64
-
-// -----
-
-func.func @reduce_index(%arg0: vector<16xindex>) -> index {
- %0 = vector.reduction <add>, %arg0 : vector<16xindex> into index
- return %0 : index
-}
-// CHECK-LABEL: @reduce_index(
-// CHECK-SAME: %[[A:.*]]: vector<16xindex>)
-// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<16xindex> to vector<16xi64>
-// CHECK: %[[T1:.*]] = "llvm.intr.vector.reduce.add"(%[[T0]])
-// CHECK: %[[T2:.*]] = builtin.unrealized_conversion_cast %[[T1]] : i64 to index
-// CHECK: return %[[T2]] : index
-
-// -----
-
-func.func @reduce_index_scalable(%arg0: vector<[16]xindex>) -> index {
- %0 = vector.reduction <add>, %arg0 : vector<[16]xindex> into index
- return %0 : index
-}
-// CHECK-LABEL: @reduce_index_scalable(
-// CHECK-SAME: %[[A:.*]]: vector<[16]xindex>)
-// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<[16]xindex> to vector<[16]xi64>
-// CHECK: %[[T1:.*]] = "llvm.intr.vector.reduce.add"(%[[T0]])
-// CHECK: %[[T2:.*]] = builtin.unrealized_conversion_cast %[[T1]] : i64 to index
-// CHECK: return %[[T2]] : index
-
// -----
//===----------------------------------------------------------------------===//
@@ -3081,591 +1527,143 @@ func.func @constant_mask_2d() -> vector<4x4xi1> {
// -----
-func.func @constant_mask_2d_trailing_scalable() -> vector<4x[4]xi1> {
- %0 = vector.constant_mask [2, 4] : vector<4x[4]xi1>
- return %0 : vector<4x[4]xi1>
-}
-// CHECK-LABEL: func.func @constant_mask_2d_trailing_scalable
-// CHECK: %[[VAL_0:.*]] = arith.constant dense<true> : vector<[4]xi1>
-// CHECK: %[[VAL_1:.*]] = arith.constant dense<false> : vector<4x[4]xi1>
-// CHECK: %[[VAL_2:.*]] = builtin.unrealized_conversion_cast %[[VAL_1]] : vector<4x[4]xi1> to !llvm.array<4 x vector<[4]xi1>>
-// CHECK: %[[VAL_3:.*]] = llvm.insertvalue %[[VAL_0]], %[[VAL_2]][0] : !llvm.array<4 x vector<[4]xi1>>
-// CHECK: %[[VAL_4:.*]] = llvm.insertvalue %[[VAL_0]], %[[VAL_3]][1] : !llvm.array<4 x vector<[4]xi1>>
-// CHECK: %[[VAL_5:.*]] = builtin.unrealized_conversion_cast %[[VAL_4]] : !llvm.array<4 x vector<[4]xi1>> to vector<4x[4]xi1>
-// CHECK: return %[[VAL_5]] : vector<4x[4]xi1>
-
-// -----
-
-/// Currently, this is not supported as generating the mask would require
-/// unrolling the leading scalable dimension at compile time.
-func.func @negative_constant_mask_2d_leading_scalable() -> vector<[4]x4xi1> {
- %0 = vector.constant_mask [4, 2] : vector<[4]x4xi1>
- return %0 : vector<[4]x4xi1>
-}
-// CHECK-LABEL: func.func @negative_constant_mask_2d_leading_scalable
-// CHECK: %[[VAL_0:.*]] = vector.constant_mask [4, 2] : vector<[4]x4xi1>
-// CHECK: return %[[VAL_0]] : vector<[4]x4xi1>
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.create_mask
-//===----------------------------------------------------------------------===//
-
-func.func @create_mask_0d(%num_elems : index) -> vector<i1> {
- %v = vector.create_mask %num_elems : vector<i1>
- return %v: vector<i1>
-}
-
-// CHECK-LABEL: func @create_mask_0d
-// CHECK-SAME: %[[NUM_ELEMS:.*]]: index
-// CHECK: %[[INDICES:.*]] = arith.constant dense<0> : vector<i32>
-// CHECK: %[[NUM_ELEMS_i32:.*]] = arith.index_cast %[[NUM_ELEMS]] : index to i32
-// CHECK: %[[BOUNDS:.*]] = llvm.insertelement %[[NUM_ELEMS_i32]]
-// CHECK: %[[BOUNDS_CAST:.*]] = builtin.unrealized_conversion_cast %[[BOUNDS]] : vector<1xi32> to vector<i32>
-// CHECK: %[[RESULT:.*]] = arith.cmpi sgt, %[[BOUNDS_CAST]], %[[INDICES]] : vector<i32>
-// CHECK: return %[[RESULT]] : vector<i1>
-
-// -----
-
-func.func @create_mask_1d(%num_elems : index) -> vector<4xi1> {
- %v = vector.create_mask %num_elems : vector<4xi1>
- return %v: vector<4xi1>
-}
-
-// CHECK-LABEL: func @create_mask_1d
-// CHECK-SAME: %[[NUM_ELEMS:.*]]: index
-// CHECK: %[[INDICES:.*]] = arith.constant dense<[0, 1, 2, 3]> : vector<4xi32>
-// CHECK: %[[NUM_ELEMS_i32:.*]] = arith.index_cast %[[NUM_ELEMS]] : index to i32
-// CHECK: %[[BOUNDS_INSERT:.*]] = llvm.insertelement %[[NUM_ELEMS_i32]]
-// CHECK: %[[BOUNDS:.*]] = llvm.shufflevector %[[BOUNDS_INSERT]]
-// CHECK: %[[RESULT:.*]] = arith.cmpi sgt, %[[BOUNDS]], %[[INDICES]] : vector<4xi32>
-// CHECK: return %[[RESULT]] : vector<4xi1>
-
-// -----
-
-func.func @create_mask_1d_scalable(%num_elems : index) -> vector<[4]xi1> {
- %v = vector.create_mask %num_elems : vector<[4]xi1>
- return %v: vector<[4]xi1>
-}
-
-// CHECK-LABEL: func @create_mask_1d_scalable
-// CHECK-SAME: %[[NUM_ELEMS:.*]]: index
-// CHECK: %[[INDICES:.*]] = llvm.intr.stepvector : vector<[4]xi32>
-// CHECK: %[[NUM_ELEMS_i32:.*]] = arith.index_cast %[[NUM_ELEMS]] : index to i32
-// CHECK: %[[BOUNDS_INSERT:.*]] = llvm.insertelement %[[NUM_ELEMS_i32]], {{.*}} : vector<[4]xi32>
-// CHECK: %[[BOUNDS:.*]] = llvm.shufflevector %[[BOUNDS_INSERT]], {{.*}} : vector<[4]xi32>
-// CHECK: %[[RESULT:.*]] = arith.cmpi slt, %[[INDICES]], %[[BOUNDS]] : vector<[4]xi32>
-// CHECK: return %[[RESULT]] : vector<[4]xi1>
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.transpose
-//===----------------------------------------------------------------------===//
-
-func.func @transpose_0d(%arg0: vector<f32>) -> vector<f32> {
- %0 = vector.transpose %arg0, [] : vector<f32> to vector<f32>
- return %0 : vector<f32>
-}
-
-// CHECK-LABEL: func @transpose_0d
-// CHECK-SAME: %[[A:.*]]: vector<f32>
-// CHECK: return %[[A]] : vector<f32>
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.flat_transpose
-//===----------------------------------------------------------------------===//
-
-func.func @flat_transpose(%arg0: vector<16xf32>) -> vector<16xf32> {
- %0 = vector.flat_transpose %arg0 { rows = 4: i32, columns = 4: i32 }
- : vector<16xf32> -> vector<16xf32>
- return %0 : vector<16xf32>
-}
-
-// CHECK-LABEL: func @flat_transpose
-// CHECK-SAME: %[[A:.*]]: vector<16xf32>
-// CHECK: %[[T:.*]] = llvm.intr.matrix.transpose %[[A]]
-// CHECK-SAME: {columns = 4 : i32, rows = 4 : i32} :
-// CHECK-SAME: vector<16xf32> into vector<16xf32>
-// CHECK: return %[[T]] : vector<16xf32>
-
-// -----
-
-func.func @flat_transpose_index(%arg0: vector<16xindex>) -> vector<16xindex> {
- %0 = vector.flat_transpose %arg0 { rows = 4: i32, columns = 4: i32 }
- : vector<16xindex> -> vector<16xindex>
- return %0 : vector<16xindex>
-}
-// CHECK-LABEL: func @flat_transpose_index
-// CHECK-SAME: %[[A:.*]]: vector<16xindex>
-// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<16xindex> to vector<16xi64>
-// CHECK: %[[T1:.*]] = llvm.intr.matrix.transpose %[[T0]]
-// CHECK-SAME: {columns = 4 : i32, rows = 4 : i32} :
-// CHECK-SAME: vector<16xi64> into vector<16xi64>
-// CHECK: %[[T2:.*]] = builtin.unrealized_conversion_cast %[[T1]] : vector<16xi64> to vector<16xindex>
-// CHECK: return %[[T2]] : vector<16xindex>
-
-// -----
-
-func.func @flat_transpose(%arg0: vector<16xf32>) -> vector<16xf32> {
- %0 = vector.flat_transpose %arg0 { rows = 4: i32, columns = 4: i32 }
- : vector<16xf32> -> vector<16xf32>
- return %0 : vector<16xf32>
-}
-
-// CHECK-LABEL: func @flat_transpose
-// CHECK-SAME: %[[A:.*]]: vector<16xf32>
-// CHECK: %[[T:.*]] = llvm.intr.matrix.transpose %[[A]]
-// CHECK-SAME: {columns = 4 : i32, rows = 4 : i32} :
-// CHECK-SAME: vector<16xf32> into vector<16xf32>
-// CHECK: return %[[T]] : vector<16xf32>
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.load
-//===----------------------------------------------------------------------===//
-
-func.func @load(%memref : memref<200x100xf32>, %i : index, %j : index) -> vector<8xf32> {
- %0 = vector.load %memref[%i, %j] : memref<200x100xf32>, vector<8xf32>
- return %0 : vector<8xf32>
-}
-
-// CHECK-LABEL: func @load
-// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
-// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
-// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
-// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: llvm.load %[[GEP]] {alignment = 4 : i64} : !llvm.ptr -> vector<8xf32>
-
-// -----
-
-func.func @load_scalable(%memref : memref<200x100xf32>, %i : index, %j : index) -> vector<[8]xf32> {
- %0 = vector.load %memref[%i, %j] : memref<200x100xf32>, vector<[8]xf32>
- return %0 : vector<[8]xf32>
-}
-
-// CHECK-LABEL: func @load_scalable
-// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
-// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
-// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
-// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: llvm.load %[[GEP]] {alignment = 4 : i64} : !llvm.ptr -> vector<[8]xf32>
-
-// -----
-
-func.func @load_nontemporal(%memref : memref<200x100xf32>, %i : index, %j : index) -> vector<8xf32> {
- %0 = vector.load %memref[%i, %j] {nontemporal = true} : memref<200x100xf32>, vector<8xf32>
- return %0 : vector<8xf32>
-}
-
-// CHECK-LABEL: func @load_nontemporal
-// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
-// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
-// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
-// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: llvm.load %[[GEP]] {alignment = 4 : i64, nontemporal} : !llvm.ptr -> vector<8xf32>
-
-// -----
-
-func.func @load_nontemporal_scalable(%memref : memref<200x100xf32>, %i : index, %j : index) -> vector<[8]xf32> {
- %0 = vector.load %memref[%i, %j] {nontemporal = true} : memref<200x100xf32>, vector<[8]xf32>
- return %0 : vector<[8]xf32>
-}
-
-// CHECK-LABEL: func @load_nontemporal_scalable
-// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
-// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
-// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
-// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: llvm.load %[[GEP]] {alignment = 4 : i64, nontemporal} : !llvm.ptr -> vector<[8]xf32>
-
-// -----
-
-func.func @load_index(%memref : memref<200x100xindex>, %i : index, %j : index) -> vector<8xindex> {
- %0 = vector.load %memref[%i, %j] : memref<200x100xindex>, vector<8xindex>
- return %0 : vector<8xindex>
-}
-// CHECK-LABEL: func @load_index
-// CHECK: %[[T0:.*]] = llvm.load %{{.*}} {alignment = 8 : i64} : !llvm.ptr -> vector<8xi64>
-// CHECK: %[[T1:.*]] = builtin.unrealized_conversion_cast %[[T0]] : vector<8xi64> to vector<8xindex>
-// CHECK: return %[[T1]] : vector<8xindex>
-
-// -----
-
-func.func @load_index_scalable(%memref : memref<200x100xindex>, %i : index, %j : index) -> vector<[8]xindex> {
- %0 = vector.load %memref[%i, %j] : memref<200x100xindex>, vector<[8]xindex>
- return %0 : vector<[8]xindex>
-}
-// CHECK-LABEL: func @load_index_scalable
-// CHECK: %[[T0:.*]] = llvm.load %{{.*}} {alignment = 8 : i64} : !llvm.ptr -> vector<[8]xi64>
-// CHECK: %[[T1:.*]] = builtin.unrealized_conversion_cast %[[T0]] : vector<[8]xi64> to vector<[8]xindex>
-// CHECK: return %[[T1]] : vector<[8]xindex>
-
-// -----
-
-func.func @load_0d(%memref : memref<200x100xf32>, %i : index, %j : index) -> vector<f32> {
- %0 = vector.load %memref[%i, %j] : memref<200x100xf32>, vector<f32>
- return %0 : vector<f32>
-}
-
-// CHECK-LABEL: func @load_0d
-// CHECK: %[[J:.*]] = builtin.unrealized_conversion_cast %{{.*}} : index to i64
-// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %{{.*}} : index to i64
-// CHECK: %[[CAST_MEMREF:.*]] = builtin.unrealized_conversion_cast %{{.*}} : memref<200x100xf32> to !llvm.struct<(ptr, ptr, i64, array<2 x i64>, array<2 x i64>)>
-// CHECK: %[[REF:.*]] = llvm.extractvalue %[[CAST_MEMREF]][1] : !llvm.struct<(ptr, ptr, i64, array<2 x i64>, array<2 x i64>)>
-// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
-// CHECK: %[[MUL:.*]] = llvm.mul %[[I]], %[[C100]] : i64
-// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %[[J]] : i64
-// CHECK: %[[ADDR:.*]] = llvm.getelementptr %[[REF]][%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: %[[LOAD:.*]] = llvm.load %[[ADDR]] {alignment = 4 : i64} : !llvm.ptr -> vector<1xf32>
-// CHECK: %[[RES:.*]] = builtin.unrealized_conversion_cast %[[LOAD]] : vector<1xf32> to vector<f32>
-// CHECK: return %[[RES]] : vector<f32>
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.store
-//===----------------------------------------------------------------------===//
-
-func.func @store(%memref : memref<200x100xf32>, %i : index, %j : index) {
- %val = arith.constant dense<11.0> : vector<4xf32>
- vector.store %val, %memref[%i, %j] : memref<200x100xf32>, vector<4xf32>
- return
-}
-
-// CHECK-LABEL: func @store
-// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
-// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
-// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
-// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: llvm.store %{{.*}}, %[[GEP]] {alignment = 4 : i64} : vector<4xf32>, !llvm.ptr
-
-// -----
-
-func.func @store_scalable(%memref : memref<200x100xf32>, %i : index, %j : index) {
- %val = arith.constant dense<11.0> : vector<[4]xf32>
- vector.store %val, %memref[%i, %j] : memref<200x100xf32>, vector<[4]xf32>
- return
-}
-
-// CHECK-LABEL: func @store_scalable
-// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
-// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
-// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
-// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: llvm.store %{{.*}}, %[[GEP]] {alignment = 4 : i64} : vector<[4]xf32>, !llvm.ptr
-
-// -----
-
-func.func @store_nontemporal(%memref : memref<200x100xf32>, %i : index, %j : index) {
- %val = arith.constant dense<11.0> : vector<4xf32>
- vector.store %val, %memref[%i, %j] {nontemporal = true} : memref<200x100xf32>, vector<4xf32>
- return
-}
-
-// CHECK-LABEL: func @store_nontemporal
-// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
-// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
-// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
-// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: llvm.store %{{.*}}, %[[GEP]] {alignment = 4 : i64, nontemporal} : vector<4xf32>, !llvm.ptr
-
-// -----
-
-func.func @store_nontemporal_scalable(%memref : memref<200x100xf32>, %i : index, %j : index) {
- %val = arith.constant dense<11.0> : vector<[4]xf32>
- vector.store %val, %memref[%i, %j] {nontemporal = true} : memref<200x100xf32>, vector<[4]xf32>
- return
-}
-
-// CHECK-LABEL: func @store_nontemporal_scalable
-// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
-// CHECK: %[[MUL:.*]] = llvm.mul %{{.*}}, %[[C100]] : i64
-// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %{{.*}} : i64
-// CHECK: %[[GEP:.*]] = llvm.getelementptr %{{.*}}[%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: llvm.store %{{.*}}, %[[GEP]] {alignment = 4 : i64, nontemporal} : vector<[4]xf32>, !llvm.ptr
-
-// -----
-
-func.func @store_index(%memref : memref<200x100xindex>, %i : index, %j : index) {
- %val = arith.constant dense<11> : vector<4xindex>
- vector.store %val, %memref[%i, %j] : memref<200x100xindex>, vector<4xindex>
- return
-}
-// CHECK-LABEL: func @store_index
-// CHECK: llvm.store %{{.*}}, %{{.*}} {alignment = 8 : i64} : vector<4xi64>, !llvm.ptr
-
-// -----
-
-func.func @store_index_scalable(%memref : memref<200x100xindex>, %i : index, %j : index) {
- %val = arith.constant dense<11> : vector<[4]xindex>
- vector.store %val, %memref[%i, %j] : memref<200x100xindex>, vector<[4]xindex>
- return
-}
-// CHECK-LABEL: func @store_index_scalable
-// CHECK: llvm.store %{{.*}}, %{{.*}} {alignment = 8 : i64} : vector<[4]xi64>, !llvm.ptr
-
-// -----
-
-func.func @store_0d(%memref : memref<200x100xf32>, %i : index, %j : index) {
- %val = arith.constant dense<11.0> : vector<f32>
- vector.store %val, %memref[%i, %j] : memref<200x100xf32>, vector<f32>
- return
-}
-
-// CHECK-LABEL: func @store_0d
-// CHECK: %[[J:.*]] = builtin.unrealized_conversion_cast %{{.*}} : index to i64
-// CHECK: %[[I:.*]] = builtin.unrealized_conversion_cast %{{.*}} : index to i64
-// CHECK: %[[CAST_MEMREF:.*]] = builtin.unrealized_conversion_cast %{{.*}} : memref<200x100xf32> to !llvm.struct<(ptr, ptr, i64, array<2 x i64>, array<2 x i64>)>
-// CHECK: %[[CST:.*]] = arith.constant dense<1.100000e+01> : vector<f32>
-// CHECK: %[[VAL:.*]] = builtin.unrealized_conversion_cast %[[CST]] : vector<f32> to vector<1xf32>
-// CHECK: %[[REF:.*]] = llvm.extractvalue %[[CAST_MEMREF]][1] : !llvm.struct<(ptr, ptr, i64, array<2 x i64>, array<2 x i64>)>
-// CHECK: %[[C100:.*]] = llvm.mlir.constant(100 : index) : i64
-// CHECK: %[[MUL:.*]] = llvm.mul %[[I]], %[[C100]] : i64
-// CHECK: %[[ADD:.*]] = llvm.add %[[MUL]], %[[J]] : i64
-// CHECK: %[[ADDR:.*]] = llvm.getelementptr %[[REF]][%[[ADD]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: llvm.store %[[VAL]], %[[ADDR]] {alignment = 4 : i64} : vector<1xf32>, !llvm.ptr
-// CHECK: return
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.maskedload
-//===----------------------------------------------------------------------===//
-
-func.func @masked_load(%arg0: memref<?xf32>, %arg1: vector<16xi1>, %arg2: vector<16xf32>) -> vector<16xf32> {
- %c0 = arith.constant 0: index
- %0 = vector.maskedload %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<16xi1>, vector<16xf32> into vector<16xf32>
- return %0 : vector<16xf32>
-}
-
-// CHECK-LABEL: func @masked_load
-// CHECK: %[[CO:.*]] = arith.constant 0 : index
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: %[[L:.*]] = llvm.intr.masked.load %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.ptr, vector<16xi1>, vector<16xf32>) -> vector<16xf32>
-// CHECK: return %[[L]] : vector<16xf32>
-
-// -----
-
-func.func @masked_load_scalable(%arg0: memref<?xf32>, %arg1: vector<[16]xi1>, %arg2: vector<[16]xf32>) -> vector<[16]xf32> {
- %c0 = arith.constant 0: index
- %0 = vector.maskedload %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<[16]xi1>, vector<[16]xf32> into vector<[16]xf32>
- return %0 : vector<[16]xf32>
-}
-
-// CHECK-LABEL: func @masked_load_scalable
-// CHECK: %[[CO:.*]] = arith.constant 0 : index
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: %[[L:.*]] = llvm.intr.masked.load %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.ptr, vector<[16]xi1>, vector<[16]xf32>) -> vector<[16]xf32>
-// CHECK: return %[[L]] : vector<[16]xf32>
-
-// -----
-
-func.func @masked_load_index(%arg0: memref<?xindex>, %arg1: vector<16xi1>, %arg2: vector<16xindex>) -> vector<16xindex> {
- %c0 = arith.constant 0: index
- %0 = vector.maskedload %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<16xi1>, vector<16xindex> into vector<16xindex>
- return %0 : vector<16xindex>
-}
-// CHECK-LABEL: func @masked_load_index
-// CHECK: %{{.*}} = llvm.intr.masked.load %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : (!llvm.ptr, vector<16xi1>, vector<16xi64>) -> vector<16xi64>
-
-// -----
-
-func.func @masked_load_index_scalable(%arg0: memref<?xindex>, %arg1: vector<[16]xi1>, %arg2: vector<[16]xindex>) -> vector<[16]xindex> {
- %c0 = arith.constant 0: index
- %0 = vector.maskedload %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<[16]xi1>, vector<[16]xindex> into vector<[16]xindex>
- return %0 : vector<[16]xindex>
-}
-// CHECK-LABEL: func @masked_load_index_scalable
-// CHECK: %{{.*}} = llvm.intr.masked.load %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : (!llvm.ptr, vector<[16]xi1>, vector<[16]xi64>) -> vector<[16]xi64>
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.maskedstore
-//===----------------------------------------------------------------------===//
-
-func.func @masked_store(%arg0: memref<?xf32>, %arg1: vector<16xi1>, %arg2: vector<16xf32>) {
- %c0 = arith.constant 0: index
- vector.maskedstore %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<16xi1>, vector<16xf32>
- return
-}
-
-// CHECK-LABEL: func @masked_store
-// CHECK: %[[CO:.*]] = arith.constant 0 : index
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: llvm.intr.masked.store %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<16xf32>, vector<16xi1> into !llvm.ptr
-
-// -----
-
-func.func @masked_store_scalable(%arg0: memref<?xf32>, %arg1: vector<[16]xi1>, %arg2: vector<[16]xf32>) {
- %c0 = arith.constant 0: index
- vector.maskedstore %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<[16]xi1>, vector<[16]xf32>
- return
-}
-
-// CHECK-LABEL: func @masked_store_scalable
-// CHECK: %[[CO:.*]] = arith.constant 0 : index
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: llvm.intr.masked.store %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<[16]xf32>, vector<[16]xi1> into !llvm.ptr
-
-// -----
-
-func.func @masked_store_index(%arg0: memref<?xindex>, %arg1: vector<16xi1>, %arg2: vector<16xindex>) {
- %c0 = arith.constant 0: index
- vector.maskedstore %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<16xi1>, vector<16xindex>
- return
+func.func @constant_mask_2d_trailing_scalable() -> vector<4x[4]xi1> {
+ %0 = vector.constant_mask [2, 4] : vector<4x[4]xi1>
+ return %0 : vector<4x[4]xi1>
}
-// CHECK-LABEL: func @masked_store_index
-// CHECK: llvm.intr.masked.store %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : vector<16xi64>, vector<16xi1> into !llvm.ptr
+// CHECK-LABEL: func.func @constant_mask_2d_trailing_scalable
+// CHECK: %[[VAL_0:.*]] = arith.constant dense<true> : vector<[4]xi1>
+// CHECK: %[[VAL_1:.*]] = arith.constant dense<false> : vector<4x[4]xi1>
+// CHECK: %[[VAL_2:.*]] = builtin.unrealized_conversion_cast %[[VAL_1]] : vector<4x[4]xi1> to !llvm.array<4 x vector<[4]xi1>>
+// CHECK: %[[VAL_3:.*]] = llvm.insertvalue %[[VAL_0]], %[[VAL_2]][0] : !llvm.array<4 x vector<[4]xi1>>
+// CHECK: %[[VAL_4:.*]] = llvm.insertvalue %[[VAL_0]], %[[VAL_3]][1] : !llvm.array<4 x vector<[4]xi1>>
+// CHECK: %[[VAL_5:.*]] = builtin.unrealized_conversion_cast %[[VAL_4]] : !llvm.array<4 x vector<[4]xi1>> to vector<4x[4]xi1>
+// CHECK: return %[[VAL_5]] : vector<4x[4]xi1>
// -----
-func.func @masked_store_index_scalable(%arg0: memref<?xindex>, %arg1: vector<[16]xi1>, %arg2: vector<[16]xindex>) {
- %c0 = arith.constant 0: index
- vector.maskedstore %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<[16]xi1>, vector<[16]xindex>
- return
+/// Currently, this is not supported as generating the mask would require
+/// unrolling the leading scalable dimension at compile time.
+func.func @negative_constant_mask_2d_leading_scalable() -> vector<[4]x4xi1> {
+ %0 = vector.constant_mask [4, 2] : vector<[4]x4xi1>
+ return %0 : vector<[4]x4xi1>
}
-// CHECK-LABEL: func @masked_store_index_scalable
-// CHECK: llvm.intr.masked.store %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : vector<[16]xi64>, vector<[16]xi1> into !llvm.ptr
+// CHECK-LABEL: func.func @negative_constant_mask_2d_leading_scalable
+// CHECK: %[[VAL_0:.*]] = vector.constant_mask [4, 2] : vector<[4]x4xi1>
+// CHECK: return %[[VAL_0]] : vector<[4]x4xi1>
// -----
//===----------------------------------------------------------------------===//
-// vector.gather
+// vector.create_mask
//===----------------------------------------------------------------------===//
-func.func @gather(%arg0: memref<?xf32>, %arg1: vector<3xi32>, %arg2: vector<3xi1>, %arg3: vector<3xf32>) -> vector<3xf32> {
- %0 = arith.constant 0: index
- %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<3xi32>, vector<3xi1>, vector<3xf32> into vector<3xf32>
- return %1 : vector<3xf32>
-}
-
-// CHECK-LABEL: func @gather
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<3xi32>) -> !llvm.vec<3 x ptr>, f32
-// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<3 x ptr>, vector<3xi1>, vector<3xf32>) -> vector<3xf32>
-// CHECK: return %[[G]] : vector<3xf32>
-
-// -----
-
-func.func @gather_scalable(%arg0: memref<?xf32>, %arg1: vector<[3]xi32>, %arg2: vector<[3]xi1>, %arg3: vector<[3]xf32>) -> vector<[3]xf32> {
- %0 = arith.constant 0: index
- %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<[3]xi32>, vector<[3]xi1>, vector<[3]xf32> into vector<[3]xf32>
- return %1 : vector<[3]xf32>
+func.func @create_mask_0d(%num_elems : index) -> vector<i1> {
+ %v = vector.create_mask %num_elems : vector<i1>
+ return %v: vector<i1>
}
-// CHECK-LABEL: func @gather_scalable
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<[3]xi32>) -> !llvm.vec<? x 3 x ptr>, f32
-// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<? x 3 x ptr>, vector<[3]xi1>, vector<[3]xf32>) -> vector<[3]xf32>
-// CHECK: return %[[G]] : vector<[3]xf32>
+// CHECK-LABEL: func @create_mask_0d
+// CHECK-SAME: %[[NUM_ELEMS:.*]]: index
+// CHECK: %[[INDICES:.*]] = arith.constant dense<0> : vector<i32>
+// CHECK: %[[NUM_ELEMS_i32:.*]] = arith.index_cast %[[NUM_ELEMS]] : index to i32
+// CHECK: %[[BOUNDS:.*]] = llvm.insertelement %[[NUM_ELEMS_i32]]
+// CHECK: %[[BOUNDS_CAST:.*]] = builtin.unrealized_conversion_cast %[[BOUNDS]] : vector<1xi32> to vector<i32>
+// CHECK: %[[RESULT:.*]] = arith.cmpi sgt, %[[BOUNDS_CAST]], %[[INDICES]] : vector<i32>
+// CHECK: return %[[RESULT]] : vector<i1>
// -----
-func.func @gather_global_memory(%arg0: memref<?xf32, 1>, %arg1: vector<3xi32>, %arg2: vector<3xi1>, %arg3: vector<3xf32>) -> vector<3xf32> {
- %0 = arith.constant 0: index
- %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32, 1>, vector<3xi32>, vector<3xi1>, vector<3xf32> into vector<3xf32>
- return %1 : vector<3xf32>
+func.func @create_mask_1d(%num_elems : index) -> vector<4xi1> {
+ %v = vector.create_mask %num_elems : vector<4xi1>
+ return %v: vector<4xi1>
}
-// CHECK-LABEL: func @gather_global_memory
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr<1>, vector<3xi32>) -> !llvm.vec<3 x ptr<1>>, f32
-// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<3 x ptr<1>>, vector<3xi1>, vector<3xf32>) -> vector<3xf32>
-// CHECK: return %[[G]] : vector<3xf32>
+// CHECK-LABEL: func @create_mask_1d
+// CHECK-SAME: %[[NUM_ELEMS:.*]]: index
+// CHECK: %[[INDICES:.*]] = arith.constant dense<[0, 1, 2, 3]> : vector<4xi32>
+// CHECK: %[[NUM_ELEMS_i32:.*]] = arith.index_cast %[[NUM_ELEMS]] : index to i32
+// CHECK: %[[BOUNDS_INSERT:.*]] = llvm.insertelement %[[NUM_ELEMS_i32]]
+// CHECK: %[[BOUNDS:.*]] = llvm.shufflevector %[[BOUNDS_INSERT]]
+// CHECK: %[[RESULT:.*]] = arith.cmpi sgt, %[[BOUNDS]], %[[INDICES]] : vector<4xi32>
+// CHECK: return %[[RESULT]] : vector<4xi1>
// -----
-func.func @gather_global_memory_scalable(%arg0: memref<?xf32, 1>, %arg1: vector<[3]xi32>, %arg2: vector<[3]xi1>, %arg3: vector<[3]xf32>) -> vector<[3]xf32> {
- %0 = arith.constant 0: index
- %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32, 1>, vector<[3]xi32>, vector<[3]xi1>, vector<[3]xf32> into vector<[3]xf32>
- return %1 : vector<[3]xf32>
+func.func @create_mask_1d_scalable(%num_elems : index) -> vector<[4]xi1> {
+ %v = vector.create_mask %num_elems : vector<[4]xi1>
+ return %v: vector<[4]xi1>
}
-// CHECK-LABEL: func @gather_global_memory_scalable
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr<1>, vector<[3]xi32>) -> !llvm.vec<? x 3 x ptr<1>>, f32
-// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<? x 3 x ptr<1>>, vector<[3]xi1>, vector<[3]xf32>) -> vector<[3]xf32>
-// CHECK: return %[[G]] : vector<[3]xf32>
+// CHECK-LABEL: func @create_mask_1d_scalable
+// CHECK-SAME: %[[NUM_ELEMS:.*]]: index
+// CHECK: %[[INDICES:.*]] = llvm.intr.stepvector : vector<[4]xi32>
+// CHECK: %[[NUM_ELEMS_i32:.*]] = arith.index_cast %[[NUM_ELEMS]] : index to i32
+// CHECK: %[[BOUNDS_INSERT:.*]] = llvm.insertelement %[[NUM_ELEMS_i32]], {{.*}} : vector<[4]xi32>
+// CHECK: %[[BOUNDS:.*]] = llvm.shufflevector %[[BOUNDS_INSERT]], {{.*}} : vector<[4]xi32>
+// CHECK: %[[RESULT:.*]] = arith.cmpi slt, %[[INDICES]], %[[BOUNDS]] : vector<[4]xi32>
+// CHECK: return %[[RESULT]] : vector<[4]xi1>
// -----
+//===----------------------------------------------------------------------===//
+// vector.flat_transpose
+//===----------------------------------------------------------------------===//
-func.func @gather_index(%arg0: memref<?xindex>, %arg1: vector<3xindex>, %arg2: vector<3xi1>, %arg3: vector<3xindex>) -> vector<3xindex> {
- %0 = arith.constant 0: index
- %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xindex>, vector<3xindex>, vector<3xi1>, vector<3xindex> into vector<3xindex>
- return %1 : vector<3xindex>
+func.func @flat_transpose(%arg0: vector<16xf32>) -> vector<16xf32> {
+ %0 = vector.flat_transpose %arg0 { rows = 4: i32, columns = 4: i32 }
+ : vector<16xf32> -> vector<16xf32>
+ return %0 : vector<16xf32>
}
-// CHECK-LABEL: func @gather_index
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<3xi64>) -> !llvm.vec<3 x ptr>, i64
-// CHECK: %[[G:.*]] = llvm.intr.masked.gather %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : (!llvm.vec<3 x ptr>, vector<3xi1>, vector<3xi64>) -> vector<3xi64>
-// CHECK: %{{.*}} = builtin.unrealized_conversion_cast %[[G]] : vector<3xi64> to vector<3xindex>
+// CHECK-LABEL: func @flat_transpose
+// CHECK-SAME: %[[A:.*]]: vector<16xf32>
+// CHECK: %[[T:.*]] = llvm.intr.matrix.transpose %[[A]]
+// CHECK-SAME: {columns = 4 : i32, rows = 4 : i32} :
+// CHECK-SAME: vector<16xf32> into vector<16xf32>
+// CHECK: return %[[T]] : vector<16xf32>
// -----
-func.func @gather_index_scalable(%arg0: memref<?xindex>, %arg1: vector<[3]xindex>, %arg2: vector<[3]xi1>, %arg3: vector<[3]xindex>) -> vector<[3]xindex> {
- %0 = arith.constant 0: index
- %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xindex>, vector<[3]xindex>, vector<[3]xi1>, vector<[3]xindex> into vector<[3]xindex>
- return %1 : vector<[3]xindex>
+func.func @flat_transpose_index(%arg0: vector<16xindex>) -> vector<16xindex> {
+ %0 = vector.flat_transpose %arg0 { rows = 4: i32, columns = 4: i32 }
+ : vector<16xindex> -> vector<16xindex>
+ return %0 : vector<16xindex>
}
-
-// CHECK-LABEL: func @gather_index_scalable
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<[3]xi64>) -> !llvm.vec<? x 3 x ptr>, i64
-// CHECK: %[[G:.*]] = llvm.intr.masked.gather %{{.*}}, %{{.*}}, %{{.*}} {alignment = 8 : i32} : (!llvm.vec<? x 3 x ptr>, vector<[3]xi1>, vector<[3]xi64>) -> vector<[3]xi64>
-// CHECK: %{{.*}} = builtin.unrealized_conversion_cast %[[G]] : vector<[3]xi64> to vector<[3]xindex>
+// CHECK-LABEL: func @flat_transpose_index
+// CHECK-SAME: %[[A:.*]]: vector<16xindex>
+// CHECK: %[[T0:.*]] = builtin.unrealized_conversion_cast %[[A]] : vector<16xindex> to vector<16xi64>
+// CHECK: %[[T1:.*]] = llvm.intr.matrix.transpose %[[T0]]
+// CHECK-SAME: {columns = 4 : i32, rows = 4 : i32} :
+// CHECK-SAME: vector<16xi64> into vector<16xi64>
+// CHECK: %[[T2:.*]] = builtin.unrealized_conversion_cast %[[T1]] : vector<16xi64> to vector<16xindex>
+// CHECK: return %[[T2]] : vector<16xindex>
// -----
-func.func @gather_2d_from_1d(%arg0: memref<?xf32>, %arg1: vector<2x3xi32>, %arg2: vector<2x3xi1>, %arg3: vector<2x3xf32>) -> vector<2x3xf32> {
- %0 = arith.constant 0: index
- %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<2x3xi32>, vector<2x3xi1>, vector<2x3xf32> into vector<2x3xf32>
- return %1 : vector<2x3xf32>
+func.func @flat_transpose(%arg0: vector<16xf32>) -> vector<16xf32> {
+ %0 = vector.flat_transpose %arg0 { rows = 4: i32, columns = 4: i32 }
+ : vector<16xf32> -> vector<16xf32>
+ return %0 : vector<16xf32>
}
-// CHECK-LABEL: func @gather_2d_from_1d
-// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}} : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: %[[I0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<3xi32>>
-// CHECK: %[[M0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<3xi1>>
-// CHECK: %[[S0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<3xf32>>
-// CHECK: %[[P0:.*]] = llvm.getelementptr %[[B]][%[[I0]]] : (!llvm.ptr, vector<3xi32>) -> !llvm.vec<3 x ptr>, f32
-// CHECK: %[[G0:.*]] = llvm.intr.masked.gather %[[P0]], %[[M0]], %[[S0]] {alignment = 4 : i32} : (!llvm.vec<3 x ptr>, vector<3xi1>, vector<3xf32>) -> vector<3xf32>
-// CHECK: %{{.*}} = llvm.insertvalue %[[G0]], %{{.*}}[0] : !llvm.array<2 x vector<3xf32>>
-// CHECK: %[[I1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<3xi32>>
-// CHECK: %[[M1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<3xi1>>
-// CHECK: %[[S1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<3xf32>>
-// CHECK: %[[P1:.*]] = llvm.getelementptr %[[B]][%[[I1]]] : (!llvm.ptr, vector<3xi32>) -> !llvm.vec<3 x ptr>, f32
-// CHECK: %[[G1:.*]] = llvm.intr.masked.gather %[[P1]], %[[M1]], %[[S1]] {alignment = 4 : i32} : (!llvm.vec<3 x ptr>, vector<3xi1>, vector<3xf32>) -> vector<3xf32>
-// CHECK: %{{.*}} = llvm.insertvalue %[[G1]], %{{.*}}[1] : !llvm.array<2 x vector<3xf32>>
+// CHECK-LABEL: func @flat_transpose
+// CHECK-SAME: %[[A:.*]]: vector<16xf32>
+// CHECK: %[[T:.*]] = llvm.intr.matrix.transpose %[[A]]
+// CHECK-SAME: {columns = 4 : i32, rows = 4 : i32} :
+// CHECK-SAME: vector<16xf32> into vector<16xf32>
+// CHECK: return %[[T]] : vector<16xf32>
// -----
-func.func @gather_2d_from_1d_scalable(%arg0: memref<?xf32>, %arg1: vector<2x[3]xi32>, %arg2: vector<2x[3]xi1>, %arg3: vector<2x[3]xf32>) -> vector<2x[3]xf32> {
- %0 = arith.constant 0: index
- %1 = vector.gather %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<2x[3]xi32>, vector<2x[3]xi1>, vector<2x[3]xf32> into vector<2x[3]xf32>
- return %1 : vector<2x[3]xf32>
-}
-
-// CHECK-LABEL: func @gather_2d_from_1d_scalable
-// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}} : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: %[[I0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<[3]xi32>>
-// CHECK: %[[M0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<[3]xi1>>
-// CHECK: %[[S0:.*]] = llvm.extractvalue %{{.*}}[0] : !llvm.array<2 x vector<[3]xf32>>
-// CHECK: %[[P0:.*]] = llvm.getelementptr %[[B]][%[[I0]]] : (!llvm.ptr, vector<[3]xi32>) -> !llvm.vec<? x 3 x ptr>, f32
-// CHECK: %[[G0:.*]] = llvm.intr.masked.gather %[[P0]], %[[M0]], %[[S0]] {alignment = 4 : i32} : (!llvm.vec<? x 3 x ptr>, vector<[3]xi1>, vector<[3]xf32>) -> vector<[3]xf32>
-// CHECK: %{{.*}} = llvm.insertvalue %[[G0]], %{{.*}}[0] : !llvm.array<2 x vector<[3]xf32>>
-// CHECK: %[[I1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<[3]xi32>>
-// CHECK: %[[M1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<[3]xi1>>
-// CHECK: %[[S1:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.array<2 x vector<[3]xf32>>
-// CHECK: %[[P1:.*]] = llvm.getelementptr %[[B]][%[[I1]]] : (!llvm.ptr, vector<[3]xi32>) -> !llvm.vec<? x 3 x ptr>, f32
-// CHECK: %[[G1:.*]] = llvm.intr.masked.gather %[[P1]], %[[M1]], %[[S1]] {alignment = 4 : i32} : (!llvm.vec<? x 3 x ptr>, vector<[3]xi1>, vector<[3]xf32>) -> vector<[3]xf32>
-// CHECK: %{{.*}} = llvm.insertvalue %[[G1]], %{{.*}}[1] : !llvm.array<2 x vector<[3]xf32>>
+//===----------------------------------------------------------------------===//
+// vector.gather
+//
+// NOTE: vector.constant_mask won't lower with
+// * --convert-to-llvm="filter-dialects=vector",
+// hence testing here.
+//===----------------------------------------------------------------------===//
-// -----
func.func @gather_with_mask(%arg0: memref<?xf32>, %arg1: vector<2x3xi32>, %arg2: vector<2x3xf32>) -> vector<2x3xf32> {
%0 = arith.constant 0: index
@@ -3725,290 +1723,10 @@ func.func @gather_with_zero_mask_scalable(%arg0: memref<?xf32>, %arg1: vector<2x
// -----
-func.func @gather_1d_from_2d(%arg0: memref<4x4xf32>, %arg1: vector<4xi32>, %arg2: vector<4xi1>, %arg3: vector<4xf32>) -> vector<4xf32> {
- %0 = arith.constant 3 : index
- %1 = vector.gather %arg0[%0, %0][%arg1], %arg2, %arg3 : memref<4x4xf32>, vector<4xi32>, vector<4xi1>, vector<4xf32> into vector<4xf32>
- return %1 : vector<4xf32>
-}
-
-// CHECK-LABEL: func @gather_1d_from_2d
-// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: %[[P:.*]] = llvm.getelementptr %[[B]][%{{.*}}] : (!llvm.ptr, vector<4xi32>) -> !llvm.vec<4 x ptr>, f32
-// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<4 x ptr>, vector<4xi1>, vector<4xf32>) -> vector<4xf32>
-// CHECK: return %[[G]] : vector<4xf32>
-
-// -----
-
-func.func @gather_1d_from_2d_scalable(%arg0: memref<4x?xf32>, %arg1: vector<[4]xi32>, %arg2: vector<[4]xi1>, %arg3: vector<[4]xf32>) -> vector<[4]xf32> {
- %0 = arith.constant 3 : index
- %1 = vector.gather %arg0[%0, %0][%arg1], %arg2, %arg3 : memref<4x?xf32>, vector<[4]xi32>, vector<[4]xi1>, vector<[4]xf32> into vector<[4]xf32>
- return %1 : vector<[4]xf32>
-}
-
-// CHECK-LABEL: func @gather_1d_from_2d_scalable
-// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: %[[P:.*]] = llvm.getelementptr %[[B]][%{{.*}}] : (!llvm.ptr, vector<[4]xi32>) -> !llvm.vec<? x 4 x ptr>, f32
-// CHECK: %[[G:.*]] = llvm.intr.masked.gather %[[P]], %{{.*}}, %{{.*}} {alignment = 4 : i32} : (!llvm.vec<? x 4 x ptr>, vector<[4]xi1>, vector<[4]xf32>) -> vector<[4]xf32>
-// CHECK: return %[[G]] : vector<[4]xf32>
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.scatter
-//===----------------------------------------------------------------------===//
-
-func.func @scatter(%arg0: memref<?xf32>, %arg1: vector<3xi32>, %arg2: vector<3xi1>, %arg3: vector<3xf32>) {
- %0 = arith.constant 0: index
- vector.scatter %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<3xi32>, vector<3xi1>, vector<3xf32>
- return
-}
-
-// CHECK-LABEL: func @scatter
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<3xi32>) -> !llvm.vec<3 x ptr>, f32
-// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<3xf32>, vector<3xi1> into !llvm.vec<3 x ptr>
-
-// -----
-
-func.func @scatter_scalable(%arg0: memref<?xf32>, %arg1: vector<[3]xi32>, %arg2: vector<[3]xi1>, %arg3: vector<[3]xf32>) {
- %0 = arith.constant 0: index
- vector.scatter %arg0[%0][%arg1], %arg2, %arg3 : memref<?xf32>, vector<[3]xi32>, vector<[3]xi1>, vector<[3]xf32>
- return
-}
-
-// CHECK-LABEL: func @scatter_scalable
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<[3]xi32>) -> !llvm.vec<? x 3 x ptr>, f32
-// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<[3]xf32>, vector<[3]xi1> into !llvm.vec<? x 3 x ptr>
-
-// -----
-
-func.func @scatter_index(%arg0: memref<?xindex>, %arg1: vector<3xindex>, %arg2: vector<3xi1>, %arg3: vector<3xindex>) {
- %0 = arith.constant 0: index
- vector.scatter %arg0[%0][%arg1], %arg2, %arg3 : memref<?xindex>, vector<3xindex>, vector<3xi1>, vector<3xindex>
- return
-}
-
-// CHECK-LABEL: func @scatter_index
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<3xi64>) -> !llvm.vec<3 x ptr>, i64
-// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 8 : i32} : vector<3xi64>, vector<3xi1> into !llvm.vec<3 x ptr>
-
-// -----
-
-func.func @scatter_index_scalable(%arg0: memref<?xindex>, %arg1: vector<[3]xindex>, %arg2: vector<[3]xi1>, %arg3: vector<[3]xindex>) {
- %0 = arith.constant 0: index
- vector.scatter %arg0[%0][%arg1], %arg2, %arg3 : memref<?xindex>, vector<[3]xindex>, vector<[3]xi1>, vector<[3]xindex>
- return
-}
-
-// CHECK-LABEL: func @scatter_index_scalable
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, vector<[3]xi64>) -> !llvm.vec<? x 3 x ptr>, i64
-// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 8 : i32} : vector<[3]xi64>, vector<[3]xi1> into !llvm.vec<? x 3 x ptr>
-
-// -----
-
-func.func @scatter_1d_into_2d(%arg0: memref<4x4xf32>, %arg1: vector<4xi32>, %arg2: vector<4xi1>, %arg3: vector<4xf32>) {
- %0 = arith.constant 3 : index
- vector.scatter %arg0[%0, %0][%arg1], %arg2, %arg3 : memref<4x4xf32>, vector<4xi32>, vector<4xi1>, vector<4xf32>
- return
-}
-
-// CHECK-LABEL: func @scatter_1d_into_2d
-// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: %[[P:.*]] = llvm.getelementptr %[[B]][%{{.*}}] : (!llvm.ptr, vector<4xi32>) -> !llvm.vec<4 x ptr>, f32
-// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<4xf32>, vector<4xi1> into !llvm.vec<4 x ptr>
-
-// -----
-
-func.func @scatter_1d_into_2d_scalable(%arg0: memref<4x?xf32>, %arg1: vector<[4]xi32>, %arg2: vector<[4]xi1>, %arg3: vector<[4]xf32>) {
- %0 = arith.constant 3 : index
- vector.scatter %arg0[%0, %0][%arg1], %arg2, %arg3 : memref<4x?xf32>, vector<[4]xi32>, vector<[4]xi1>, vector<[4]xf32>
- return
-}
-
-// CHECK-LABEL: func @scatter_1d_into_2d_scalable
-// CHECK: %[[B:.*]] = llvm.getelementptr %{{.*}}[%{{.*}}] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: %[[P:.*]] = llvm.getelementptr %[[B]][%{{.*}}] : (!llvm.ptr, vector<[4]xi32>) -> !llvm.vec<? x 4 x ptr>, f32
-// CHECK: llvm.intr.masked.scatter %{{.*}}, %[[P]], %{{.*}} {alignment = 4 : i32} : vector<[4]xf32>, vector<[4]xi1> into !llvm.vec<? x 4 x ptr>
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.expandload
-//===----------------------------------------------------------------------===//
-
-func.func @expand_load_op(%arg0: memref<?xf32>, %arg1: vector<11xi1>, %arg2: vector<11xf32>) -> vector<11xf32> {
- %c0 = arith.constant 0: index
- %0 = vector.expandload %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<11xi1>, vector<11xf32> into vector<11xf32>
- return %0 : vector<11xf32>
-}
-
-// CHECK-LABEL: func @expand_load_op
-// CHECK: %[[CO:.*]] = arith.constant 0 : index
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: %[[E:.*]] = "llvm.intr.masked.expandload"(%[[P]], %{{.*}}, %{{.*}}) : (!llvm.ptr, vector<11xi1>, vector<11xf32>) -> vector<11xf32>
-// CHECK: return %[[E]] : vector<11xf32>
-
-// -----
-
-func.func @expand_load_op_index(%arg0: memref<?xindex>, %arg1: vector<11xi1>, %arg2: vector<11xindex>) -> vector<11xindex> {
- %c0 = arith.constant 0: index
- %0 = vector.expandload %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<11xi1>, vector<11xindex> into vector<11xindex>
- return %0 : vector<11xindex>
-}
-// CHECK-LABEL: func @expand_load_op_index
-// CHECK: %{{.*}} = "llvm.intr.masked.expandload"(%{{.*}}, %{{.*}}, %{{.*}}) : (!llvm.ptr, vector<11xi1>, vector<11xi64>) -> vector<11xi64>
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.compressstore
-//===----------------------------------------------------------------------===//
-
-func.func @compress_store_op(%arg0: memref<?xf32>, %arg1: vector<11xi1>, %arg2: vector<11xf32>) {
- %c0 = arith.constant 0: index
- vector.compressstore %arg0[%c0], %arg1, %arg2 : memref<?xf32>, vector<11xi1>, vector<11xf32>
- return
-}
-
-// CHECK-LABEL: func @compress_store_op
-// CHECK: %[[CO:.*]] = arith.constant 0 : index
-// CHECK: %[[C:.*]] = builtin.unrealized_conversion_cast %[[CO]] : index to i64
-// CHECK: %[[P:.*]] = llvm.getelementptr %{{.*}}[%[[C]]] : (!llvm.ptr, i64) -> !llvm.ptr, f32
-// CHECK: "llvm.intr.masked.compressstore"(%{{.*}}, %[[P]], %{{.*}}) : (vector<11xf32>, !llvm.ptr, vector<11xi1>) -> ()
-
-// -----
-
-func.func @compress_store_op_index(%arg0: memref<?xindex>, %arg1: vector<11xi1>, %arg2: vector<11xindex>) {
- %c0 = arith.constant 0: index
- vector.compressstore %arg0[%c0], %arg1, %arg2 : memref<?xindex>, vector<11xi1>, vector<11xindex>
- return
-}
-// CHECK-LABEL: func @compress_store_op_index
-// CHECK: "llvm.intr.masked.compressstore"(%{{.*}}, %{{.*}}, %{{.*}}) : (vector<11xi64>, !llvm.ptr, vector<11xi1>) -> ()
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.splat
-//===----------------------------------------------------------------------===//
-
-// CHECK-LABEL: @splat_0d
-// CHECK-SAME: %[[ELT:.*]]: f32
-func.func @splat_0d(%elt: f32) -> vector<f32> {
- %v = vector.splat %elt : vector<f32>
- return %v : vector<f32>
-}
-// CHECK-NEXT: %[[UNDEF:[0-9]+]] = llvm.mlir.undef : vector<1xf32>
-// CHECK-NEXT: %[[ZERO:[0-9]+]] = llvm.mlir.constant(0 : i32) : i32
-// CHECK-NEXT: %[[V:[0-9]+]] = llvm.insertelement %[[ELT]], %[[UNDEF]][%[[ZERO]] : i32] : vector<1xf32>
-// CHECK-NEXT: %[[VCAST:[0-9]+]] = builtin.unrealized_conversion_cast %[[V]] : vector<1xf32> to vector<f32>
-// CHECK-NEXT: return %[[VCAST]] : vector<f32>
-
-// -----
-
-// CHECK-LABEL: @splat
-// CHECK-SAME: %[[VEC:[0-9a-zA-Z]+]]: vector<4xf32>
-// CHECK-SAME: %[[ELT:[0-9a-zA-Z]+]]: f32
-func.func @splat(%vec: vector<4xf32>, %elt: f32) -> vector<4xf32> {
- %vb = vector.splat %elt : vector<4xf32>
- %r = arith.mulf %vec, %vb : vector<4xf32>
- return %r : vector<4xf32>
-}
-// CHECK-NEXT: %[[UNDEF:[0-9]+]] = llvm.mlir.undef : vector<4xf32>
-// CHECK-NEXT: %[[ZERO:[0-9]+]] = llvm.mlir.constant(0 : i32) : i32
-// CHECK-NEXT: %[[V:[0-9]+]] = llvm.insertelement %[[ELT]], %[[UNDEF]][%[[ZERO]] : i32] : vector<4xf32>
-// CHECK-NEXT: %[[SPLAT:[0-9]+]] = llvm.shufflevector %[[V]], %[[UNDEF]] [0, 0, 0, 0]
-// CHECK-NEXT: %[[SCALE:[0-9]+]] = arith.mulf %[[VEC]], %[[SPLAT]] : vector<4xf32>
-// CHECK-NEXT: return %[[SCALE]] : vector<4xf32>
-
-// -----
-
-// CHECK-LABEL: @splat_scalable
-// CHECK-SAME: %[[VEC:[0-9a-zA-Z]+]]: vector<[4]xf32>
-// CHECK-SAME: %[[ELT:[0-9a-zA-Z]+]]: f32
-func.func @splat_scalable(%vec: vector<[4]xf32>, %elt: f32) -> vector<[4]xf32> {
- %vb = vector.splat %elt : vector<[4]xf32>
- %r = arith.mulf %vec, %vb : vector<[4]xf32>
- return %r : vector<[4]xf32>
-}
-// CHECK-NEXT: %[[UNDEF:[0-9]+]] = llvm.mlir.undef : vector<[4]xf32>
-// CHECK-NEXT: %[[ZERO:[0-9]+]] = llvm.mlir.constant(0 : i32) : i32
-// CHECK-NEXT: %[[V:[0-9]+]] = llvm.insertelement %[[ELT]], %[[UNDEF]][%[[ZERO]] : i32] : vector<[4]xf32>
-// CHECK-NEXT: %[[SPLAT:[0-9]+]] = llvm.shufflevector %[[V]], %[[UNDEF]] [0, 0, 0, 0]
-// CHECK-NEXT: %[[SCALE:[0-9]+]] = arith.mulf %[[VEC]], %[[SPLAT]] : vector<[4]xf32>
-// CHECK-NEXT: return %[[SCALE]] : vector<[4]xf32>
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.scalable_insert
-//===----------------------------------------------------------------------===//
-
-// CHECK-LABEL: @scalable_insert
-// CHECK-SAME: %[[SUB:.*]]: vector<4xf32>, %[[SV:.*]]: vector<[4]xf32>
-func.func @scalable_insert(%sub: vector<4xf32>, %dsv: vector<[4]xf32>) -> vector<[4]xf32> {
- // CHECK-NEXT: %[[TMP:.*]] = llvm.intr.vector.insert %[[SUB]], %[[SV]][0] : vector<4xf32> into vector<[4]xf32>
- %0 = vector.scalable.insert %sub, %dsv[0] : vector<4xf32> into vector<[4]xf32>
- // CHECK-NEXT: llvm.intr.vector.insert %[[SUB]], %[[TMP]][4] : vector<4xf32> into vector<[4]xf32>
- %1 = vector.scalable.insert %sub, %0[4] : vector<4xf32> into vector<[4]xf32>
- return %1 : vector<[4]xf32>
-}
-
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.scalable_extract
-//===----------------------------------------------------------------------===//
-
-// CHECK-LABEL: @scalable_extract
-// CHECK-SAME: %[[VEC:.*]]: vector<[4]xf32>
-func.func @scalable_extract(%vec: vector<[4]xf32>) -> vector<8xf32> {
- // CHECK-NEXT: %{{.*}} = llvm.intr.vector.extract %[[VEC]][0] : vector<8xf32> from vector<[4]xf32>
- %0 = vector.scalable.extract %vec[0] : vector<8xf32> from vector<[4]xf32>
- return %0 : vector<8xf32>
-}
-
-// -----
-
//===----------------------------------------------------------------------===//
// vector.interleave
//===----------------------------------------------------------------------===//
-// CHECK-LABEL: @interleave_0d
-// CHECK-SAME: %[[LHS:.*]]: vector<i8>, %[[RHS:.*]]: vector<i8>)
-func.func @interleave_0d(%a: vector<i8>, %b: vector<i8>) -> vector<2xi8> {
- // CHECK-DAG: %[[LHS_RANK1:.*]] = builtin.unrealized_conversion_cast %[[LHS]] : vector<i8> to vector<1xi8>
- // CHECK-DAG: %[[RHS_RANK1:.*]] = builtin.unrealized_conversion_cast %[[RHS]] : vector<i8> to vector<1xi8>
- // CHECK: %[[ZIP:.*]] = llvm.shufflevector %[[LHS_RANK1]], %[[RHS_RANK1]] [0, 1] : vector<1xi8>
- // CHECK: return %[[ZIP]]
- %0 = vector.interleave %a, %b : vector<i8> -> vector<2xi8>
- return %0 : vector<2xi8>
-}
-
-// -----
-
-// CHECK-LABEL: @interleave_1d
-// CHECK-SAME: %[[LHS:.*]]: vector<8xf32>, %[[RHS:.*]]: vector<8xf32>)
-func.func @interleave_1d(%a: vector<8xf32>, %b: vector<8xf32>) -> vector<16xf32> {
- // CHECK: %[[ZIP:.*]] = llvm.shufflevector %[[LHS]], %[[RHS]] [0, 8, 1, 9, 2, 10, 3, 11, 4, 12, 5, 13, 6, 14, 7, 15] : vector<8xf32>
- // CHECK: return %[[ZIP]]
- %0 = vector.interleave %a, %b : vector<8xf32> -> vector<16xf32>
- return %0 : vector<16xf32>
-}
-
-// -----
-
-// CHECK-LABEL: @interleave_1d_scalable
-// CHECK-SAME: %[[LHS:.*]]: vector<[4]xi32>, %[[RHS:.*]]: vector<[4]xi32>)
-func.func @interleave_1d_scalable(%a: vector<[4]xi32>, %b: vector<[4]xi32>) -> vector<[8]xi32> {
- // CHECK: %[[ZIP:.*]] = "llvm.intr.vector.interleave2"(%[[LHS]], %[[RHS]]) : (vector<[4]xi32>, vector<[4]xi32>) -> vector<[8]xi32>
- // CHECK: return %[[ZIP]]
- %0 = vector.interleave %a, %b : vector<[4]xi32> -> vector<[8]xi32>
- return %0 : vector<[8]xi32>
-}
-
-// -----
-
// CHECK-LABEL: @interleave_2d
// CHECK-SAME: %[[LHS:.*]]: vector<2x3xi8>, %[[RHS:.*]]: vector<2x3xi8>)
func.func @interleave_2d(%a: vector<2x3xi8>, %b: vector<2x3xi8>) -> vector<2x6xi8> {
@@ -4035,30 +1753,6 @@ func.func @interleave_2d_scalable(%a: vector<2x[8]xi16>, %b: vector<2x[8]xi16>)
// vector.deinterleave
//===----------------------------------------------------------------------===//
-// CHECK-LABEL: @deinterleave_1d
-// CHECK-SAME: (%[[ARG:.*]]: vector<4xi32>) -> (vector<2xi32>, vector<2xi32>)
-func.func @deinterleave_1d(%arg: vector<4xi32>) -> (vector<2xi32>, vector<2xi32>) {
- // CHECK: %[[POISON:.*]] = llvm.mlir.poison : vector<4xi32>
- // CHECK: llvm.shufflevector %[[ARG]], %[[POISON]] [0, 2] : vector<4xi32>
- // CHECK: llvm.shufflevector %[[ARG]], %[[POISON]] [1, 3] : vector<4xi32>
- %0, %1 = vector.deinterleave %arg : vector<4xi32> -> vector<2xi32>
- return %0, %1 : vector<2xi32>, vector<2xi32>
-}
-
-// -----
-
-// CHECK-LABEL: @deinterleave_1d_scalable
-// CHECK-SAME: %[[ARG:.*]]: vector<[4]xi32>) -> (vector<[2]xi32>, vector<[2]xi32>)
-func.func @deinterleave_1d_scalable(%arg: vector<[4]xi32>) -> (vector<[2]xi32>, vector<[2]xi32>) {
- // CHECK: %[[RES:.*]] = "llvm.intr.vector.deinterleave2"(%[[ARG]]) : (vector<[4]xi32>) -> !llvm.struct<(vector<[2]xi32>, vector<[2]xi32>)>
- // CHECK: llvm.extractvalue %[[RES]][0] : !llvm.struct<(vector<[2]xi32>, vector<[2]xi32>)>
- // CHECK: llvm.extractvalue %[[RES]][1] : !llvm.struct<(vector<[2]xi32>, vector<[2]xi32>)>
- %0, %1 = vector.deinterleave %arg : vector<[4]xi32> -> vector<[2]xi32>
- return %0, %1 : vector<[2]xi32>, vector<[2]xi32>
-}
-
-// -----
-
// CHECK-LABEL: @deinterleave_2d
// CHECK-SAME: %[[ARG:.*]]: vector<2x8xf32>) -> (vector<2x4xf32>, vector<2x4xf32>)
func.func @deinterleave_2d(%arg: vector<2x8xf32>) -> (vector<2x4xf32>, vector<2x4xf32>) {
@@ -4077,40 +1771,6 @@ func.func @deinterleave_2d_scalable(%arg: vector<2x[8]xf32>) -> (vector<2x[4]xf3
return %0, %1 : vector<2x[4]xf32>, vector<2x[4]xf32>
}
-// -----
-
-//===----------------------------------------------------------------------===//
-// vector.from_elements
-//===----------------------------------------------------------------------===//
-
-// CHECK-LABEL: func.func @from_elements_1d(
-// CHECK-SAME: %[[ARG_0:.*]]: f32, %[[ARG_1:.*]]: f32)
-// CHECK: %[[UNDEF:.*]] = llvm.mlir.undef : vector<3xf32>
-// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : i64) : i64
-// CHECK: %[[INSERT0:.*]] = llvm.insertelement %[[ARG_0]], %[[UNDEF]][%[[C0]] : i64] : vector<3xf32>
-// CHECK: %[[C1:.*]] = llvm.mlir.constant(1 : i64) : i64
-// CHECK: %[[INSERT1:.*]] = llvm.insertelement %[[ARG_1]], %[[INSERT0]][%[[C1]] : i64] : vector<3xf32>
-// CHECK: %[[C2:.*]] = llvm.mlir.constant(2 : i64) : i64
-// CHECK: %[[INSERT2:.*]] = llvm.insertelement %[[ARG_0]], %[[INSERT1]][%[[C2]] : i64] : vector<3xf32>
-// CHECK: return %[[INSERT2]]
-func.func @from_elements_1d(%arg0: f32, %arg1: f32) -> vector<3xf32> {
- %0 = vector.from_elements %arg0, %arg1, %arg0 : vector<3xf32>
- return %0 : vector<3xf32>
-}
-
-// -----
-
-// CHECK-LABEL: func.func @from_elements_0d(
-// CHECK-SAME: %[[ARG_0:.*]]: f32)
-// CHECK: %[[UNDEF:.*]] = llvm.mlir.undef : vector<1xf32>
-// CHECK: %[[C0:.*]] = llvm.mlir.constant(0 : i64) : i64
-// CHECK: %[[INSERT0:.*]] = llvm.insertelement %[[ARG_0]], %[[UNDEF]][%[[C0]] : i64] : vector<1xf32>
-// CHECK: %[[CAST:.*]] = builtin.unrealized_conversion_cast %[[INSERT0]] : vector<1xf32> to vector<f32>
-// CHECK: return %[[CAST]]
-func.func @from_elements_0d(%arg0: f32) -> vector<f32> {
- %0 = vector.from_elements %arg0 : vector<f32>
- return %0 : vector<f32>
-}
// -----
@@ -4118,6 +1778,8 @@ func.func @from_elements_0d(%arg0: f32) -> vector<f32> {
// vector.step
//===----------------------------------------------------------------------===//
+// TODO: Investigate why this wouldn't lower with --convert-to-llvm="filter-dialects=vector"
+
// CHECK-LABEL: @step
// CHECK: %[[CST:.+]] = arith.constant dense<[0, 1, 2, 3]> : vector<4xindex>
// CHECK: return %[[CST]] : vector<4xindex>
@@ -4125,14 +1787,3 @@ func.func @step() -> vector<4xindex> {
%0 = vector.step : vector<4xindex>
return %0 : vector<4xindex>
}
-
-// -----
-
-// CHECK-LABEL: @step_scalable
-// CHECK: %[[STEPVECTOR:.*]] = llvm.intr.stepvector : vector<[4]xi64>
-// CHECK: %[[CAST:.*]] = builtin.unrealized_conversion_cast %[[STEPVECTOR]] : vector<[4]xi64> to vector<[4]xindex>
-// CHECK: return %[[CAST]] : vector<[4]xindex>
-func.func @step_scalable() -> vector<[4]xindex> {
- %0 = vector.step : vector<[4]xindex>
- return %0 : vector<[4]xindex>
-}
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