copy-removal.mlir
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// RUN: mlir-opt -copy-removal -split-input-file %s | FileCheck %s
// All linalg copies except the linalg.copy(%1, %9) must be removed since the
// defining operation of %1 and its DeallocOp have been defined in another block.
// CHECK-LABEL: func @nested_region_control_flow_div_nested
func @nested_region_control_flow_div_nested(%arg0: index, %arg1: index) -> memref<?x?xf32> {
%0 = cmpi "eq", %arg0, %arg1 : index
%1 = alloc(%arg0, %arg0) : memref<?x?xf32>
// CHECK: %{{.*}} = scf.if
%2 = scf.if %0 -> (memref<?x?xf32>) {
// CHECK: %[[PERCENT3:.*]] = scf.if
%3 = scf.if %0 -> (memref<?x?xf32>) {
%c0_0 = constant 0 : index
%7 = dim %1, %c0_0 : memref<?x?xf32>
%c1_1 = constant 1 : index
%8 = dim %1, %c1_1 : memref<?x?xf32>
%9 = alloc(%7, %8) : memref<?x?xf32>
// CHECK: linalg.copy({{.*}}, %[[PERCENT9:.*]])
linalg.copy(%1, %9) : memref<?x?xf32>, memref<?x?xf32>
// CHECK: scf.yield %[[PERCENT9]]
scf.yield %9 : memref<?x?xf32>
} else {
// CHECK: %[[PERCENT7:.*]] = alloc
%7 = alloc(%arg0, %arg1) : memref<?x?xf32>
%c0_0 = constant 0 : index
%8 = dim %7, %c0_0 : memref<?x?xf32>
%c1_1 = constant 1 : index
%9 = dim %7, %c1_1 : memref<?x?xf32>
// CHECK-NOT: %{{.*}} = alloc
// CHECK-NOT: linalg.copy(%[[PERCENT7]], %{{.*}})
// CHECK-NOT: dealloc %[[PERCENT7]]
%10 = alloc(%8, %9) : memref<?x?xf32>
linalg.copy(%7, %10) : memref<?x?xf32>, memref<?x?xf32>
dealloc %7 : memref<?x?xf32>
// CHECK: scf.yield %[[PERCENT7]]
scf.yield %10 : memref<?x?xf32>
}
%c0 = constant 0 : index
%4 = dim %3, %c0 : memref<?x?xf32>
%c1 = constant 1 : index
%5 = dim %3, %c1 : memref<?x?xf32>
// CHECK-NOT: %{{.*}} = alloc
// CHECK-NOT: linalg.copy(%[[PERCENT3]], %{{.*}})
// CHECK-NOT: dealloc %[[PERCENT3]]
%6 = alloc(%4, %5) : memref<?x?xf32>
linalg.copy(%3, %6) : memref<?x?xf32>, memref<?x?xf32>
dealloc %3 : memref<?x?xf32>
// CHECK: scf.yield %[[PERCENT3]]
scf.yield %6 : memref<?x?xf32>
} else {
// CHECK: %[[PERCENT3:.*]] = alloc
%3 = alloc(%arg1, %arg1) : memref<?x?xf32>
%c0 = constant 0 : index
%4 = dim %3, %c0 : memref<?x?xf32>
%c1 = constant 1 : index
%5 = dim %3, %c1 : memref<?x?xf32>
// CHECK-NOT: %{{.*}} = alloc
// CHECK-NOT: linalg.copy(%[[PERCENT3]], %{{.*}})
// CHECK-NOT: dealloc %[[PERCENT3]]
%6 = alloc(%4, %5) : memref<?x?xf32>
linalg.copy(%3, %6) : memref<?x?xf32>, memref<?x?xf32>
dealloc %3 : memref<?x?xf32>
// CHECK: scf.yield %[[PERCENT3]]
scf.yield %6 : memref<?x?xf32>
}
dealloc %1 : memref<?x?xf32>
return %2 : memref<?x?xf32>
}
// -----
// CHECK-LABEL: func @simple_test
func @simple_test() -> memref<5xf32> {
%temp = alloc() : memref<5xf32>
%ret = alloc() : memref<5xf32>
linalg.copy(%ret, %temp) : memref<5xf32>, memref<5xf32>
dealloc %ret : memref<5xf32>
return %temp : memref<5xf32>
}
// CHECK-SAME: () -> memref<5xf32>
// CHECK-NEXT: %[[ret:.*]] = alloc()
// CHECK-NOT: linalg.copy(%[[ret]], %{{.*}})
// CHECK-NOT: dealloc %[[ret]]
// CHECK: return %[[ret]]
// -----
// It is legal to remove the copy operation that %ret has a usage before the copy
// operation. The allocation of %temp and the deallocation of %ret should be also
// removed.
// CHECK-LABEL: func @test_with_ret_usage_before_copy
func @test_with_ret_usage_before_copy() -> memref<5xf32> {
%ret = alloc() : memref<5xf32>
%temp = alloc() : memref<5xf32>
%c0 = constant 0 : index
%dimension = dim %ret, %c0 : memref<5xf32>
linalg.copy(%ret, %temp) : memref<5xf32>, memref<5xf32>
dealloc %ret : memref<5xf32>
return %temp : memref<5xf32>
}
// CHECK-NEXT: %[[ret:.*]] = alloc()
// CHECK-NOT: %{{.*}} = alloc
// CHECK-NEXT: %{{.*}} = constant
// CHECK-NEXT: %[[DIM:.*]] = dim %[[ret]]
// CHECK-NOT: linalg.copy(%[[ret]], %{{.*}})
// CHECK-NOT: dealloc %[[ret]]
// CHECK: return %[[ret]]
// -----
// It is illegal to remove a copy operation that %ret has a usage after copy
// operation.
// CHECK-LABEL: func @test_with_ret_usage_after_copy
func @test_with_ret_usage_after_copy() -> memref<5xf32> {
%ret = alloc() : memref<5xf32>
%temp = alloc() : memref<5xf32>
// CHECK: linalg.copy
linalg.copy(%ret, %temp) : memref<5xf32>, memref<5xf32>
%c0 = constant 0 : index
%dimension = dim %ret, %c0 : memref<5xf32>
dealloc %ret : memref<5xf32>
return %temp : memref<5xf32>
}
// -----
// It is illegal to remove a copy operation that %temp has a usage before copy
// operation.
// CHECK-LABEL: func @test_with_temp_usage_before_copy
func @test_with_temp_usage_before_copy() -> memref<5xf32> {
%ret = alloc() : memref<5xf32>
%temp = alloc() : memref<5xf32>
%c0 = constant 0 : index
%dimension = dim %temp, %c0 : memref<5xf32>
// CHECK: linalg.copy
linalg.copy(%ret, %temp) : memref<5xf32>, memref<5xf32>
dealloc %ret : memref<5xf32>
return %temp : memref<5xf32>
}
// -----
// It is legal to remove the copy operation that %temp has a usage after the copy
// operation. The allocation of %temp and the deallocation of %ret should be also
// removed.
#map0 = affine_map<(d0) -> (d0)>
// CHECK-LABEL: func @test_with_temp_usage_after_copy
func @test_with_temp_usage_after_copy() -> memref<5xf32> {
%ret = alloc() : memref<5xf32>
%res = alloc() : memref<5xf32>
%temp = alloc() : memref<5xf32>
linalg.copy(%ret, %temp) : memref<5xf32>, memref<5xf32>
linalg.generic {
args_in = 1 : i64,
args_out = 1 : i64,
indexing_maps = [#map0, #map0],
iterator_types = ["parallel"]} %temp, %res {
^bb0(%gen1_arg0: f32, %gen1_arg1: f32):
%tmp1 = exp %gen1_arg0 : f32
linalg.yield %tmp1 : f32
}: memref<5xf32>, memref<5xf32>
dealloc %ret : memref<5xf32>
return %temp : memref<5xf32>
}
// CHECK-NEXT: %[[ret:.*]] = alloc()
// CHECK-NEXT: %[[res:.*]] = alloc()
// CHECK-NOT: %{{.*}} = alloc()
// CHECK-NOT: linalg.copy
// CHECK-NOT: dealloc %[[ret]]
// CHECK: return %[[ret]]
// -----
// CHECK-LABEL: func @make_allocation
func @make_allocation() -> memref<5xf32> {
%mem = alloc() : memref<5xf32>
return %mem : memref<5xf32>
}
// CHECK-LABEL: func @test_with_function_call
func @test_with_function_call() -> memref<5xf32> {
// CHECK-NEXT: %[[ret:.*]] = call @make_allocation() : () -> memref<5xf32>
%ret = call @make_allocation() : () -> (memref<5xf32>)
// CHECK-NOT: %{{.*}} = alloc
// CHECK-NOT: linalg.copy(%[[ret]], %{{.*}})
// CHECK-NOT: dealloc %[[ret]]
%temp = alloc() : memref<5xf32>
linalg.copy(%ret, %temp) : memref<5xf32>, memref<5xf32>
dealloc %ret : memref<5xf32>
// CHECK: return %[[ret]]
return %temp : memref<5xf32>
}
// -----
// CHECK-LABEL: func @multiple_deallocs_in_different_blocks
func @multiple_deallocs_in_different_blocks(%cond : i1) -> memref<5xf32> {
// CHECK-NEXT: %[[PERCENT0:.*]] = alloc()
%0 = alloc() : memref<5xf32>
cond_br %cond, ^bb1, ^bb2
^bb1:
dealloc %0 : memref<5xf32>
// CHECK: br ^[[BB3:.*]](%[[PERCENT0]]
br ^bb3(%0 : memref<5xf32>)
^bb2:
// CHECK-NOT: %{{.*}} = alloc
// CHECK-NOT: linalg.copy(%[[PERCENT0]], %{{.*}})
// CHECK-NOT: dealloc %[[PERCENT0]]
%temp = alloc() : memref<5xf32>
linalg.copy(%0, %temp) : memref<5xf32>, memref<5xf32>
dealloc %0 : memref<5xf32>
// CHECK: br ^[[BB3]](%[[PERCENT0]]
br ^bb3(%temp : memref<5xf32>)
^bb3(%res : memref<5xf32>):
return %res : memref<5xf32>
}
// -----
#map0 = affine_map<(d0) -> (d0)>
// CHECK-LABEL: func @test_ReuseCopyTargetAsSource
func @test_ReuseCopyTargetAsSource(%arg0: memref<2xf32>, %result: memref<2xf32>){
// CHECK-SAME: (%[[ARG0:.*]]: memref<2xf32>, %[[RES:.*]]: memref<2xf32>)
// CHECK-NOT: %{{.*}} = alloc
%temp = alloc() : memref<2xf32>
// CHECK-NEXT: linalg.generic
// CHECK-SAME: %[[ARG0]], %[[RES]]
// CHECK-NOT: linalg.copy(%{{.*}}, %[[RES]])
// CHECK-NOT: dealloc %{{.*}}
linalg.generic {
args_in = 1 : i64,
args_out = 1 : i64,
indexing_maps = [#map0, #map0],
iterator_types = ["parallel"]} %arg0, %temp {
^bb0(%gen2_arg0: f32, %gen2_arg1: f32):
%tmp2 = exp %gen2_arg0 : f32
linalg.yield %tmp2 : f32
}: memref<2xf32>, memref<2xf32>
"linalg.copy"(%temp, %result) : (memref<2xf32>, memref<2xf32>) -> ()
dealloc %temp : memref<2xf32>
// CHECK: return
return
}
// -----
// Copy operation must not be removed since an operation writes to %to value
// before copy.
#map0 = affine_map<(d0) -> (d0)>
// CHECK-LABEL: func @test_ReuseCopyTargetAsSource
func @test_ReuseCopyTargetAsSource(%arg0: memref<2xf32>){
%to = alloc() : memref<2xf32>
%temp = alloc() : memref<2xf32>
linalg.generic {
args_in = 1 : i64,
args_out = 1 : i64,
indexing_maps = [#map0, #map0],
iterator_types = ["parallel"]} %arg0, %temp {
^bb0(%gen1_arg0: f32, %gen1_arg1: f32):
%tmp1 = exp %gen1_arg0 : f32
linalg.yield %tmp1 : f32
}: memref<2xf32>, memref<2xf32>
linalg.generic {
args_in = 1 : i64,
args_out = 1 : i64,
indexing_maps = [#map0, #map0],
iterator_types = ["parallel"]} %arg0, %to {
^bb0(%gen2_arg0: f32, %gen2_arg1: f32):
%tmp2 = exp %gen2_arg0 : f32
linalg.yield %tmp2 : f32
}: memref<2xf32>, memref<2xf32>
// CHECK: linalg.copy
"linalg.copy"(%temp, %to) : (memref<2xf32>, memref<2xf32>) -> ()
dealloc %temp : memref<2xf32>
return
}