mlir/test/Dialect/Vector/vector-transferop-opt.mlir

// RUN: mlir-opt %s -test-vector-transferop-opt | FileCheck %s

// CHECK-LABEL: func @forward_dead_store
//   CHECK-NOT:   vector.transfer_write
//   CHECK-NOT:   vector.transfer_read
//       CHECK:   scf.for
//       CHECK:   }
//       CHECK:   vector.transfer_write
//       CHECK:   return
func @forward_dead_store(%arg0: i1, %arg1 : memref<4x4xf32>,
  %v0 : vector<1x4xf32>, %v1 : vector<1x4xf32>, %i : index) {
  %c1 = arith.constant 1 : index
  %c4 = arith.constant 4 : index
  %c0 = arith.constant 0 : index
  %cf0 = arith.constant 0.0 : f32
  vector.transfer_write %v0, %arg1[%c1, %c0] {in_bounds = [true, true]} :
    vector<1x4xf32>, memref<4x4xf32>
  %0 = vector.transfer_read %arg1[%c1, %c0], %cf0 {in_bounds = [true, true]} :
    memref<4x4xf32>, vector<1x4xf32>
  %x = scf.for %i0 = %c0 to %c4 step %c1 iter_args(%acc = %0)
    -> (vector<1x4xf32>) {
    %1 = arith.addf %acc, %acc : vector<1x4xf32>
    scf.yield %1 : vector<1x4xf32>
  }
  vector.transfer_write %x, %arg1[%c1, %c0] {in_bounds = [true, true]} :
    vector<1x4xf32>, memref<4x4xf32>
  return
}

// CHECK-LABEL: func @forward_nested
//       CHECK:   vector.transfer_write
//       CHECK:   vector.transfer_write
//       CHECK:   scf.if
//   CHECK-NOT:     vector.transfer_read
//       CHECK:   }
//       CHECK:   vector.transfer_write
//       CHECK:   return
func @forward_nested(%arg0: i1, %arg1 : memref<4x4xf32>, %v0 : vector<1x4xf32>,
  %v1 : vector<1x4xf32>, %i : index) {
  %c0 = arith.constant 0 : index
  %c1 = arith.constant 1 : index
  %cf0 = arith.constant 0.0 : f32
  vector.transfer_write %v1, %arg1[%i, %c0] {in_bounds = [true, true]} :
    vector<1x4xf32>, memref<4x4xf32>
  vector.transfer_write %v0, %arg1[%c1, %c0] {in_bounds = [true, true]} :
    vector<1x4xf32>, memref<4x4xf32>
  %x = scf.if %arg0 -> (vector<1x4xf32>) {
    %0 = vector.transfer_read %arg1[%c1, %c0], %cf0 {in_bounds = [true, true]} :
      memref<4x4xf32>, vector<1x4xf32>
    scf.yield %0 : vector<1x4xf32>
  } else {
    scf.yield %v1 : vector<1x4xf32>
  }
  vector.transfer_write %x, %arg1[%c0, %c0] {in_bounds = [true, true]} :
    vector<1x4xf32>, memref<4x4xf32>
  return
}

// Negative test, the transfer_write in the scf.if region block the store to
// load forwarding because we don't recursively look into the region to realize
// that the transfer_write cannot reach the transfer_read.
// CHECK-LABEL: func @forward_nested_negative
//       CHECK:   vector.transfer_write
//       CHECK:   scf.if
//       CHECK:     vector.transfer_read
//       CHECK:   } else {
//       CHECK:     vector.transfer_write
//       CHECK:   }
//       CHECK:   vector.transfer_write
//       CHECK:   return
func @forward_nested_negative(%arg0: i1, %arg1 : memref<4x4xf32>,
  %v0 : vector<1x4xf32>, %v1 : vector<1x4xf32>, %i : index) {
  %c0 = arith.constant 0 : index
  %c1 = arith.constant 1 : index
  %cf0 = arith.constant 0.0 : f32
  vector.transfer_write %v0, %arg1[%c1, %c0] {in_bounds = [true, true]} :
    vector<1x4xf32>, memref<4x4xf32>
  %x = scf.if %arg0 -> (vector<1x4xf32>) {
    %0 = vector.transfer_read %arg1[%c1, %c0], %cf0 {in_bounds = [true, true]} :
      memref<4x4xf32>, vector<1x4xf32>
    scf.yield %0 : vector<1x4xf32>
  } else {
    vector.transfer_write %v1, %arg1[%i, %c0] {in_bounds = [true, true]} :
      vector<1x4xf32>, memref<4x4xf32>
    scf.yield %v1 : vector<1x4xf32>
  }
  vector.transfer_write %x, %arg1[%c0, %i] {in_bounds = [true, true]} :
    vector<1x4xf32>, memref<4x4xf32>
  return
}

// CHECK-LABEL: func @dead_store_region
//       CHECK:   vector.transfer_write
//       CHECK:   scf.if
//       CHECK:   } else {
//       CHECK:     vector.transfer_read
//       CHECK:   }
//       CHECK:   scf.if
//   CHECK-NOT:     vector.transfer_write
//       CHECK:   }
//       CHECK:   vector.transfer_write
//   CHECK-NOT:   vector.transfer_write
//       CHECK:   vector.transfer_read
//       CHECK:   return
func @dead_store_region(%arg0: i1, %arg1 : memref<4x4xf32>,
  %v0 : vector<1x4xf32>, %v1 : vector<1x4xf32>, %i : index)
  -> (vector<1x4xf32>) {
  %c0 = arith.constant 0 : index
  %c1 = arith.constant 1 : index
  %cf0 = arith.constant 0.0 : f32
  vector.transfer_write %v0, %arg1[%c1, %c0] {in_bounds = [true, true]} :
    vector<1x4xf32>, memref<4x4xf32>
  %x = scf.if %arg0 -> (vector<1x4xf32>) {
    scf.yield %v1 : vector<1x4xf32>
  } else {
    %0 = vector.transfer_read %arg1[%i, %c0], %cf0 {in_bounds = [true, true]} :
      memref<4x4xf32>, vector<1x4xf32>
    scf.yield %0 : vector<1x4xf32>
  }
  scf.if %arg0 {
    vector.transfer_write %v0, %arg1[%c1, %c0] {in_bounds = [true, true]} :
      vector<1x4xf32>, memref<4x4xf32>
  }
  vector.transfer_write %x, %arg1[%c1, %c0] {in_bounds = [true, true]} :
    vector<1x4xf32>, memref<4x4xf32>
  vector.transfer_write %x, %arg1[%c1, %c0] {in_bounds = [true, true]} :
    vector<1x4xf32>, memref<4x4xf32>
  %1 = vector.transfer_read %arg1[%i, %c0], %cf0 {in_bounds = [true, true]} :
    memref<4x4xf32>, vector<1x4xf32>
  return %1 : vector<1x4xf32>
}

// CHECK-LABEL: func @dead_store_negative
//       CHECK:   scf.if
//       CHECK:     vector.transfer_write
//       CHECK:     vector.transfer_read
//       CHECK:   } else {
//       CHECK:   }
//       CHECK:   vector.transfer_write
//       CHECK:   return
func @dead_store_negative(%arg0: i1, %arg1 : memref<4x4xf32>,
  %v0 :vector<1x4xf32>, %v1 : vector<1x4xf32>, %i : index) {
  %c0 = arith.constant 0 : index
  %c1 = arith.constant 1 : index
  %cf0 = arith.constant 0.0 : f32
  %x = scf.if %arg0 -> (vector<1x4xf32>) {
    vector.transfer_write %v0, %arg1[%c1, %c0] {in_bounds = [true, true]} :
      vector<1x4xf32>, memref<4x4xf32>
    %0 = vector.transfer_read %arg1[%i, %c0], %cf0 {in_bounds = [true, true]} :
      memref<4x4xf32>, vector<1x4xf32>
    scf.yield %0 : vector<1x4xf32>
  } else {
    scf.yield %v1 : vector<1x4xf32>
  }
  vector.transfer_write %x, %arg1[%c1, %c0] {in_bounds = [true, true]} :
    vector<1x4xf32>, memref<4x4xf32>
  return
}

// CHECK-LABEL: func @dead_store_nested_region
//       CHECK:   scf.if
//       CHECK:     vector.transfer_read
//       CHECK:     scf.if
//   CHECK-NOT:       vector.transfer_write
//       CHECK:     }
//       CHECK:     vector.transfer_write
//       CHECK:   }
//       CHECK:   return
func @dead_store_nested_region(%arg0: i1, %arg1: i1, %arg2 : memref<4x4xf32>,
  %v0 : vector<1x4xf32>, %v1 : vector<1x4xf32>, %i : index) {
  %c0 = arith.constant 0 : index
  %c1 = arith.constant 1 : index
  %cf0 = arith.constant 0.0 : f32
  scf.if %arg0 {
    %0 = vector.transfer_read %arg2[%i, %c0], %cf0 {in_bounds = [true, true]} :
      memref<4x4xf32>, vector<1x4xf32>
    scf.if %arg1 {
      vector.transfer_write %v1, %arg2[%c1, %c0] {in_bounds = [true, true]} :
        vector<1x4xf32>, memref<4x4xf32>
    }
    vector.transfer_write %v0, %arg2[%c1, %c0] {in_bounds = [true, true]} :
      vector<1x4xf32>, memref<4x4xf32>
  }
  return
}