// RUN: mlir-opt %s -convert-vector-to-xegpu -split-input-file | FileCheck %s gpu.module @xevm_module { gpu.func @store_1D_vector(%vec: vector<8xf32>, %source: memref<8x16x32xf32>, %off1: index, %off2: index, %off3: index, %indices: vector<8xindex>, %mask: vector<8xi1>) { vector.scatter %source[%off1, %off2, %off3][%indices], %mask, %vec : memref<8x16x32xf32>, vector<8xindex>, vector<8xi1>, vector<8xf32> gpu.return } // CHECK-LABEL: @store_1D_vector( // CHECK-SAME: %[[VAL:.+]]: vector<8xf32>, %[[SRC:.+]]: memref<8x16x32xf32>, // CHECK-SAME: %[[OFF1:.+]]: index, %[[OFF2:.+]]: index, %[[OFF3:.+]]: index, // CHECK-SAME: %[[INDICES:.+]]: vector<8xindex>, %[[MASK:.+]]: vector<8xi1>) { // CHECK-COUNT2: arith.muli {{.*}} : index // CHECK-COUNT2: arith.addi {{.*}} : index // CHECK: %[[SPLAT:.+]] = vector.broadcast {{.*}}: index to vector<8xindex> // CHECK: %[[LIN_IDX:.+]] = arith.addi %[[SPLAT]], %[[INDICES]] : vector<8xindex> // CHECK: %[[BASE:.+]] = memref.extract_aligned_pointer_as_index %[[SRC]] : memref<8x16x32xf32> -> index // CHECK: %[[BASE_I64:.+]] = arith.index_cast %[[BASE]] : index to i64 // CHECK: xegpu.store %[[VAL]], %[[BASE_I64]]{{\[}}%[[LIN_IDX]]{{\]}}, %[[MASK]] : vector<8xf32>, i64, vector<8xindex>, vector<8xi1> // CHECK: gpu.return } // ----- gpu.module @xevm_module { gpu.func @store_2D_memref(%vec: vector<8xf32>, %source: memref<8x32xf32>, %off1: index, %off2: index, %indices: vector<8xindex>, %mask: vector<8xi1>) { vector.scatter %source[%off1, %off2][%indices], %mask, %vec : memref<8x32xf32>, vector<8xindex>, vector<8xi1>, vector<8xf32> gpu.return } // CHECK-LABEL: @store_2D_memref( // CHECK-SAME: %[[VAL:.+]]: vector<8xf32>, %[[SRC:.+]]: memref<8x32xf32>, // CHECK-SAME: %[[OFF1:.+]]: index, %[[OFF2:.+]]: index // CHECK-SAME: %[[INDICES:.+]]: vector<8xindex>, %[[MASK:.+]]: vector<8xi1>) { // CHECK-COUNT1: arith.muli {{.*}} : index // CHECK-COUNT1: arith.addi {{.*}} : index // CHECK: %[[SPLAT:.+]] = vector.broadcast {{.*}}: index to vector<8xindex> // CHECK: %[[LIN_IDX:.+]] = arith.addi %[[SPLAT]], %[[INDICES]] : vector<8xindex> // CHECK: %[[BASE:.+]] = memref.extract_aligned_pointer_as_index %[[SRC]] : memref<8x32xf32> -> index // CHECK: %[[BASE_I64:.+]] = arith.index_cast %[[BASE]] : index to i64 // CHECK: xegpu.store %[[VAL]], %[[BASE_I64]]{{\[}}%[[LIN_IDX]]{{\]}}, %[[MASK]] : vector<8xf32>, i64, vector<8xindex>, vector<8xi1> // CHECK: gpu.return } // ----- gpu.module @xevm_module { gpu.func @store_2D_vector(%vec: vector<8x16xf32>, %source: memref<8x16x32xf32>, %off0: index, %off1: index, %off2: index, %indices: vector<8x16xindex>, %mask: vector<8x16xi1>) { vector.scatter %source[%off0, %off1, %off2][%indices], %mask, %vec : memref<8x16x32xf32>, vector<8x16xindex>, vector<8x16xi1>, vector<8x16xf32> gpu.return } // CHECK-LABEL: @store_2D_vector( // CHECK-SAME: %[[VAL:.+]]: vector<8x16xf32>, %[[SRC:.+]]: memref<8x16x32xf32>, // CHECK-SAME: %[[OFF1:.+]]: index, %[[OFF2:.+]]: index, %[[OFF3:.+]]: index, // CHECK-SAME: %[[INDICES:.+]]: vector<8x16xindex>, %[[MASK:.+]]: vector<8x16xi1>) { // CHECK-COUNT2: arith.muli {{.*}} : index // CHECK-COUNT2: arith.addi {{.*}} : index // CHECK: %[[SPLAT:.+]] = vector.broadcast {{.*}}: index to vector<8x16xindex> // CHECK: %[[LIN_IDX:.+]] = arith.addi %[[SPLAT]], %[[INDICES]] : vector<8x16xindex> // CHECK: %[[BASE:.+]] = memref.extract_aligned_pointer_as_index %[[SRC]] : memref<8x16x32xf32> -> index // CHECK: %[[BASE_I64:.+]] = arith.index_cast %[[BASE]] : index to i64 // CHECK: xegpu.store %[[VAL]], %[[BASE_I64]]{{\[}}%[[LIN_IDX]]{{\]}}, %[[MASK]] : vector<8x16xf32>, i64, vector<8x16xindex>, vector<8x16xi1> // CHECK: gpu.return } // ----- gpu.module @xevm_module { gpu.func @store_dynamic_source(%vec: vector<8x16xf32>, %source: memref, %off0: index, %off1: index, %off2: index, %indices: vector<8x16xindex>, %mask: vector<8x16xi1>) { vector.scatter %source[%off0, %off1, %off2][%indices], %mask, %vec : memref, vector<8x16xindex>, vector<8x16xi1>, vector<8x16xf32> gpu.return } // CHECK-LABEL: @store_dynamic_source( // CHECK-SAME: %[[VAL:.+]]: vector<8x16xf32>, %[[SRC:.+]]: memref, // CHECK-SAME: %[[OFF1:.+]]: index, %[[OFF2:.+]]: index, %[[OFF3:.+]]: index, // CHECK-SAME: %[[INDICES:.+]]: vector<8x16xindex>, %[[MASK:.+]]: vector<8x16xi1>) { // CHECK: memref.extract_strided_metadata %[[SRC]] // CHECK-COUNT2: arith.muli {{.*}} : index // CHECK-COUNT2: arith.addi {{.*}} : index // CHECK: %[[SPLAT:.+]] = vector.broadcast {{.*}}: index to vector<8x16xindex> // CHECK: %[[LIN_IDX:.+]] = arith.addi %[[SPLAT]], %[[INDICES]] : vector<8x16xindex> // CHECK: %[[BASE:.+]] = memref.extract_aligned_pointer_as_index %[[SRC]] : memref -> index // CHECK: %[[BASE_I64:.+]] = arith.index_cast %[[BASE]] : index to i64 // CHECK: xegpu.store %[[VAL]], %[[BASE_I64]]{{\[}}%[[LIN_IDX]]{{\]}}, %[[MASK]] : vector<8x16xf32>, i64, vector<8x16xindex>, vector<8x16xi1> // CHECK: gpu.return } // ----- gpu.module @xevm_module { gpu.func @store_dynamic_source2(%vec: vector<8x16xf32>, %source: memref, %off0: index, %off1: index, %off2: index, %indices: vector<8x16xindex>, %mask: vector<8x16xi1>) { vector.scatter %source[%off0, %off1, %off2][%indices], %mask, %vec : memref, vector<8x16xindex>, vector<8x16xi1>, vector<8x16xf32> gpu.return } // CHECK-LABEL: @store_dynamic_source2( // CHECK-SAME: %[[VAL:.+]]: vector<8x16xf32>, %[[SRC:.+]]: memref, // CHECK-SAME: %[[OFF1:.+]]: index, %[[OFF2:.+]]: index, %[[OFF3:.+]]: index, // CHECK-SAME: %[[INDICES:.+]]: vector<8x16xindex>, %[[MASK:.+]]: vector<8x16xi1>) { // CHECK-NOT: memref.extract_strided_metadata %[[SRC]] // CHECK-COUNT2: arith.muli {{.*}} : index // CHECK-COUNT2: arith.addi {{.*}} : index // CHECK: %[[SPLAT:.+]] = vector.broadcast {{.*}}: index to vector<8x16xindex> // CHECK: %[[LIN_IDX:.+]] = arith.addi %[[SPLAT]], %[[INDICES]] : vector<8x16xindex> // CHECK: %[[BASE:.+]] = memref.extract_aligned_pointer_as_index %[[SRC]] : memref -> index // CHECK: %[[BASE_I64:.+]] = arith.index_cast %[[BASE]] : index to i64 // CHECK: xegpu.store %[[VAL]], %[[BASE_I64]]{{\[}}%[[LIN_IDX]]{{\]}}, %[[MASK]] : vector<8x16xf32>, i64, vector<8x16xindex>, vector<8x16xi1> // CHECK: gpu.return } // ----- gpu.module @xevm_module { gpu.func @non_unit_inner_stride_1D( %vec: vector<8xf32>, %source: memref<32xf32, strided<[?], offset: ?>>, %off: index, %indices: vector<8xindex>, %mask: vector<8xi1>) { vector.scatter %source[%off][%indices], %mask, %vec : memref<32xf32, strided<[?], offset: ?>>, vector<8xindex>, vector<8xi1>, vector<8xf32> gpu.return } // CHECK-LABEL: @non_unit_inner_stride_1D( // CHECK-SAME: %[[VAL:.+]]: vector<8xf32>, %[[SRC:.+]]: memref<32xf32, strided<[?], offset: ?>>, // CHECK-SAME: %[[OFF1:.+]]: index, // CHECK-SAME: %[[INDICES:.+]]: vector<8xindex>, %[[MASK:.+]]: vector<8xi1>) { // CHECK: %[[BB:.+]], %[[M_OFF:.+]], %[[SZ:.+]], %[[STRIDE:.+]] = memref.extract_strided_metadata %[[SRC]] // CHECK: arith.muli %[[OFF1]], %[[STRIDE]] : index // CHECK: arith.addi {{.*}} : index // CHECK: %[[STRD_VEC:.+]] = vector.broadcast %[[STRIDE]] : index to vector<8xindex> // CHECK: %[[STRD_INDICES:.+]] = arith.muli %[[STRD_VEC:.+]], %[[INDICES]] : vector<8xindex> // CHECK: %[[SPLAT:.+]] = vector.broadcast {{.*}}: index to vector<8xindex> // CHECK: %[[LIN_IDX:.+]] = arith.addi %[[SPLAT]], %[[STRD_INDICES]] : vector<8xindex> // CHECK: %[[BASE:.+]] = memref.extract_aligned_pointer_as_index %[[SRC]] : memref<32xf32, strided<[?], offset: ?>> -> index // CHECK: %[[BASE_I64:.+]] = arith.index_cast %[[BASE]] : index to i64 // CHECK: xegpu.store %[[VAL]], %[[BASE_I64]]{{\[}}%[[LIN_IDX]]{{\]}}, %[[MASK]] : vector<8xf32>, i64, vector<8xindex>, vector<8xi1> // CHECK: gpu.return } // ----- gpu.module @xevm_module { gpu.func @non_unit_inner_stride_3D( %vec: vector<8xf32>, %source: memref<4x8x32xf32, strided<[?, 128, 2], offset: ?>>, %off0: index, %off1: index, %off2: index, %indices: vector<8xindex>, %mask: vector<8xi1>) { vector.scatter %source[%off0, %off1, %off2][%indices], %mask, %vec : memref<4x8x32xf32, strided<[?, 128, 2], offset: ?>>, vector<8xindex>, vector<8xi1>, vector<8xf32> gpu.return } // CHECK-LABEL: @non_unit_inner_stride_3D( // CHECK-SAME: %[[VAL:.+]]: vector<8xf32>, %[[SRC:.+]]: memref<4x8x32xf32, strided<[?, 128, 2], offset: ?>>, // CHECK-SAME: %[[OFF0:.+]]: index, %[[OFF1:.+]]: index, %[[OFF2:.+]]: index, // CHECK-SAME: %[[INDICES:.+]]: vector<8xindex>, %[[MASK:.+]]: vector<8xi1>) { // CHECK: %[[BB:.+]], %[[M_OFF:.+]], %[[SIZES:.+]]:3, %[[STRIDES:.+]]:3 = memref.extract_strided_metadata %[[SRC]] // CHECK: arith.muli %[[OFF0]], %[[STRIDES]]#0 : index // CHECK: arith.addi {{.*}} : index // CHECK-COUNT2: arith.muli {{.*}} : index // CHECK-COUNT2: arith.addi {{.*}} : index // CHECK: %[[STRD_INDICES:.+]] = arith.muli {{.*}}%[[INDICES]]{{.*}} : vector<8xindex> // CHECK: %[[SPLAT:.+]] = vector.broadcast {{.*}} : index to vector<8xindex> // CHECK: %[[LIN_IDX:.+]] = arith.addi %[[SPLAT]], %[[STRD_INDICES]] : vector<8xindex> // CHECK: %[[BASE:.+]] = memref.extract_aligned_pointer_as_index %[[SRC]] : memref<4x8x32xf32, strided<[?, 128, 2], offset: ?>> -> index // CHECK: %[[BASE_I64:.+]] = arith.index_cast %[[BASE]] : index to i64 // CHECK: xegpu.store %[[VAL]], %[[BASE_I64]]{{\[}}%[[LIN_IDX]]{{\]}}, %[[MASK]] : vector<8xf32>, i64, vector<8xindex>, vector<8xi1> // CHECK: gpu.return } // ----- gpu.module @xevm_module { gpu.func @scatter_into_subview(%vals: vector<8xf16>, %source: memref<4096x4096xf16>, %memref_off: index, %off1: index, %off2: index, %indices: vector<8xindex>, %mask: vector<8xi1>) { %subview = memref.subview %source[%memref_off, %memref_off] [256, 256] [1, 1] : memref<4096x4096xf16> to memref<256x256xf16, strided<[4096, 1], offset: ?>> vector.scatter %subview[%off1, %off2][%indices], %mask, %vals : memref<256x256xf16, strided<[4096, 1], offset: ?>>, vector<8xindex>, vector<8xi1>, vector<8xf16> gpu.return } // CHECK-LABEL: @scatter_into_subview( // CHECK-SAME: %[[VALS:.+]]: vector<8xf16>, // CHECK-SAME: %[[SRC:.+]]: memref<4096x4096xf16>, // CHECK-SAME: %[[MEMREF_OFF:.+]]: index, %[[OFF1:.+]]: index, %[[OFF2:.+]]: index, // CHECK-SAME: %[[INDICES:.+]]: vector<8xindex>, %[[MASK:.+]]: vector<8xi1>) { // CHECK: %[[SUBVIEW:.+]] = memref.subview %[[SRC]][%[[MEMREF_OFF]], %[[MEMREF_OFF]]] [256, 256] [1, 1] // CHECK: %[[BB:.+]], %[[OFFSET:.+]],{{.*}},{{.*}} = memref.extract_strided_metadata %[[SUBVIEW]] : memref<256x256xf16, strided<[4096, 1], offset: ?>> -> memref, index, index, index, index, index // CHECK: arith.muli {{.*}}%[[OFF1]]{{.*}} : index // CHECK: arith.addi %[[OFFSET]]{{.*}} : index // CHECK: %[[BASE_OFF:.+]] = arith.addi {{.*}}%[[OFF2]]{{.*}} : index // CHECK: %[[SPLAT:.+]] = vector.broadcast %[[BASE_OFF]] : index to vector<8xindex> // CHECK: %[[LIN:.+]] = arith.addi %[[SPLAT]], %[[INDICES]] : vector<8xindex> // CHECK: %[[BASE_IDX:.+]] = memref.extract_aligned_pointer_as_index %[[SUBVIEW]] : memref<256x256xf16, strided<[4096, 1], offset: ?>> -> index // CHECK: %[[BASE_I64:.+]] = arith.index_cast %[[BASE_IDX]] : index to i64 // CHECK: xegpu.store %[[VALS]], %[[BASE_I64]]{{\[}}%[[LIN]]{{\]}}, %[[MASK]] : vector<8xf16>, i64, vector<8xindex>, vector<8xi1> // CHECK: gpu.return }