// RUN: mlir-opt %s -test-vector-transfer-full-partial-split | FileCheck %s // CHECK-DAG: #[[$map_p4:.*]] = affine_map<()[s0] -> (s0 + 4)> // CHECK-DAG: #[[$map_p8:.*]] = affine_map<()[s0] -> (s0 + 8)> // CHECK-DAG: #[[$map_2d_stride_1:.*]] = affine_map<(d0, d1)[s0, s1] -> (d0 * s1 + s0 + d1)> // CHECK-LABEL: split_vector_transfer_read_2d( // CHECK-SAME: %[[A:[a-zA-Z0-9]*]]: memref // CHECK-SAME: %[[i:[a-zA-Z0-9]*]]: index // CHECK-SAME: %[[j:[a-zA-Z0-9]*]]: index func @split_vector_transfer_read_2d(%A: memref, %i: index, %j: index) -> vector<4x8xf32> { %c0 = constant 0 : index %f0 = constant 0.0 : f32 // CHECK-DAG: %[[c0:.*]] = constant 0 : index // CHECK-DAG: %[[c8:.*]] = constant 8 : index // CHECK-DAG: %[[cst:.*]] = constant 0.000000e+00 : f32 // alloca for boundary full tile // CHECK: %[[alloc:.*]] = alloca() {alignment = 32 : i64} : memref<4x8xf32> // %i + 4 <= dim(%A, 0) // CHECK: %[[idx0:.*]] = affine.apply #[[$map_p4]]()[%[[i]]] // CHECK: %[[d0:.*]] = dim %[[A]], %[[c0]] : memref // CHECK: %[[cmp0:.*]] = cmpi "sle", %[[idx0]], %[[d0]] : index // %j + 8 <= dim(%A, 1) // CHECK: %[[idx1:.*]] = affine.apply #[[$map_p8]]()[%[[j]]] // CHECK: %[[cmp1:.*]] = cmpi "sle", %[[idx1]], %[[c8]] : index // are both conds true // CHECK: %[[cond:.*]] = and %[[cmp0]], %[[cmp1]] : i1 // CHECK: %[[ifres:.*]]:3 = scf.if %[[cond]] -> (memref, index, index) { // inBounds, just yield %A // CHECK: scf.yield %[[A]], %[[i]], %[[j]] : memref, index, index // CHECK: } else { // slow path, fill tmp alloc and yield a memref_casted version of it // CHECK: %[[slow:.*]] = vector.transfer_read %[[A]][%[[i]], %[[j]]], %cst : // CHECK-SAME: memref, vector<4x8xf32> // CHECK: %[[cast_alloc:.*]] = vector.type_cast %[[alloc]] : // CHECK-SAME: memref<4x8xf32> to memref> // CHECK: store %[[slow]], %[[cast_alloc]][] : memref> // CHECK: %[[yielded:.*]] = memref_cast %[[alloc]] : // CHECK-SAME: memref<4x8xf32> to memref // CHECK: scf.yield %[[yielded]], %[[c0]], %[[c0]] : // CHECK-SAME: memref, index, index // CHECK: } // CHECK: %[[res:.*]] = vector.transfer_read %[[ifres]]#0[%[[ifres]]#1, %[[ifres]]#2], %[[cst]] // CHECK_SAME: {masked = [false, false]} : memref, vector<4x8xf32> %1 = vector.transfer_read %A[%i, %j], %f0 : memref, vector<4x8xf32> // CHECK: return %[[res]] : vector<4x8xf32> return %1: vector<4x8xf32> } // CHECK-LABEL: split_vector_transfer_read_strided_2d( // CHECK-SAME: %[[A:[a-zA-Z0-9]*]]: memref // CHECK-SAME: %[[i:[a-zA-Z0-9]*]]: index // CHECK-SAME: %[[j:[a-zA-Z0-9]*]]: index func @split_vector_transfer_read_strided_2d( %A: memref<7x8xf32, offset:?, strides:[?, 1]>, %i: index, %j: index) -> vector<4x8xf32> { %c0 = constant 0 : index %f0 = constant 0.0 : f32 // CHECK-DAG: %[[c0:.*]] = constant 0 : index // CHECK-DAG: %[[c7:.*]] = constant 7 : index // CHECK-DAG: %[[c8:.*]] = constant 8 : index // CHECK-DAG: %[[cst:.*]] = constant 0.000000e+00 : f32 // alloca for boundary full tile // CHECK: %[[alloc:.*]] = alloca() {alignment = 32 : i64} : memref<4x8xf32> // %i + 4 <= dim(%A, 0) // CHECK: %[[idx0:.*]] = affine.apply #[[$map_p4]]()[%[[i]]] // CHECK: %[[cmp0:.*]] = cmpi "sle", %[[idx0]], %[[c7]] : index // %j + 8 <= dim(%A, 1) // CHECK: %[[idx1:.*]] = affine.apply #[[$map_p8]]()[%[[j]]] // CHECK: %[[cmp1:.*]] = cmpi "sle", %[[idx1]], %[[c8]] : index // are both conds true // CHECK: %[[cond:.*]] = and %[[cmp0]], %[[cmp1]] : i1 // CHECK: %[[ifres:.*]]:3 = scf.if %[[cond]] -> (memref, index, index) { // inBounds but not cast-compatible: yield a memref_casted form of %A // CHECK: %[[casted:.*]] = memref_cast %arg0 : // CHECK-SAME: memref<7x8xf32, #[[$map_2d_stride_1]]> to memref // CHECK: scf.yield %[[casted]], %[[i]], %[[j]] : // CHECK-SAME: memref, index, index // CHECK: } else { // slow path, fill tmp alloc and yield a memref_casted version of it // CHECK: %[[slow:.*]] = vector.transfer_read %[[A]][%[[i]], %[[j]]], %cst : // CHECK-SAME: memref<7x8xf32, #[[$map_2d_stride_1]]>, vector<4x8xf32> // CHECK: %[[cast_alloc:.*]] = vector.type_cast %[[alloc]] : // CHECK-SAME: memref<4x8xf32> to memref> // CHECK: store %[[slow]], %[[cast_alloc]][] : // CHECK-SAME: memref> // CHECK: %[[yielded:.*]] = memref_cast %[[alloc]] : // CHECK-SAME: memref<4x8xf32> to memref // CHECK: scf.yield %[[yielded]], %[[c0]], %[[c0]] : // CHECK-SAME: memref, index, index // CHECK: } // CHECK: %[[res:.*]] = vector.transfer_read {{.*}} {masked = [false, false]} : // CHECK-SAME: memref, vector<4x8xf32> %1 = vector.transfer_read %A[%i, %j], %f0 : memref<7x8xf32, offset:?, strides:[?, 1]>, vector<4x8xf32> // CHECK: return %[[res]] : vector<4x8xf32> return %1 : vector<4x8xf32> }