// RUN: mlir-opt -convert-scf-to-openmp -split-input-file %s | FileCheck %s // CHECK: omp.declare_reduction @[[$REDF:.*]] : f32 // CHECK: init // CHECK: %[[INIT:.*]] = llvm.mlir.constant(0.000000e+00 : f32) // CHECK: omp.yield(%[[INIT]] : f32) // CHECK: combiner // CHECK: ^{{.*}}(%[[ARG0:.*]]: f32, %[[ARG1:.*]]: f32) // CHECK: %[[RES:.*]] = arith.addf %[[ARG0]], %[[ARG1]] // CHECK: omp.yield(%[[RES]] : f32) // CHECK: atomic // CHECK: ^{{.*}}(%[[ARG0:.*]]: !llvm.ptr, %[[ARG1:.*]]: !llvm.ptr): // CHECK: %[[RHS:.*]] = llvm.load %[[ARG1]] : !llvm.ptr -> f32 // CHECK: llvm.atomicrmw fadd %[[ARG0]], %[[RHS]] monotonic // CHECK-LABEL: @reduction1 func.func @reduction1(%arg0 : index, %arg1 : index, %arg2 : index, %arg3 : index, %arg4 : index) { // CHECK: %[[CST:.*]] = arith.constant 0.0 // CHECK: %[[ONE:.*]] = llvm.mlir.constant(1 // CHECK: %[[BUF:.*]] = llvm.alloca %[[ONE]] x f32 // CHECK: llvm.store %[[CST]], %[[BUF]] %step = arith.constant 1 : index %zero = arith.constant 0.0 : f32 // CHECK: omp.parallel // CHECK: omp.wsloop // CHECK-SAME: reduction(@[[$REDF]] %[[BUF]] -> %[[PVT_BUF:[a-z0-9]+]] // CHECK: omp.loop_nest // CHECK: memref.alloca_scope scf.parallel (%i0, %i1) = (%arg0, %arg1) to (%arg2, %arg3) step (%arg4, %step) init (%zero) -> (f32) { // CHECK: %[[CST_INNER:.*]] = arith.constant 1.0 %one = arith.constant 1.0 : f32 // CHECK: %[[PVT_VAL:.*]] = llvm.load %[[PVT_BUF]] : !llvm.ptr -> f32 // CHECK: %[[ADD_RESULT:.*]] = arith.addf %[[PVT_VAL]], %[[CST_INNER]] : f32 // CHECK: llvm.store %[[ADD_RESULT]], %[[PVT_BUF]] : f32, !llvm.ptr scf.reduce(%one : f32) { ^bb0(%lhs : f32, %rhs: f32): %res = arith.addf %lhs, %rhs : f32 scf.reduce.return %res : f32 } // CHECK: omp.yield } // CHECK: omp.terminator // CHECK: llvm.load %[[BUF]] return } // ----- // Only check the declaration here, the rest is same as above. // CHECK: omp.declare_reduction @{{.*}} : f32 // CHECK: init // CHECK: %[[INIT:.*]] = llvm.mlir.constant(1.000000e+00 : f32) // CHECK: omp.yield(%[[INIT]] : f32) // CHECK: combiner // CHECK: ^{{.*}}(%[[ARG0:.*]]: f32, %[[ARG1:.*]]: f32) // CHECK: %[[RES:.*]] = arith.mulf %[[ARG0]], %[[ARG1]] // CHECK: omp.yield(%[[RES]] : f32) // CHECK-NOT: atomic // CHECK-LABEL: @reduction2 func.func @reduction2(%arg0 : index, %arg1 : index, %arg2 : index, %arg3 : index, %arg4 : index) { %step = arith.constant 1 : index %zero = arith.constant 0.0 : f32 scf.parallel (%i0, %i1) = (%arg0, %arg1) to (%arg2, %arg3) step (%arg4, %step) init (%zero) -> (f32) { %one = arith.constant 1.0 : f32 scf.reduce(%one : f32) { ^bb0(%lhs : f32, %rhs: f32): %res = arith.mulf %lhs, %rhs : f32 scf.reduce.return %res : f32 } } return } // ----- // Check the generation of declaration for arith.muli. // Mostly, the same check as above, except for the types, // the name of the op and the init value. // CHECK: omp.declare_reduction @[[$REDI:.*]] : i32 // CHECK: init // CHECK: %[[INIT:.*]] = llvm.mlir.constant(1 : i32) // CHECK: omp.yield(%[[INIT]] : i32) // CHECK: combiner // CHECK: ^{{.*}}(%[[ARG0:.*]]: i32, %[[ARG1:.*]]: i32) // CHECK: %[[RES:.*]] = arith.muli %[[ARG0]], %[[ARG1]] // CHECK: omp.yield(%[[RES]] : i32) // CHECK-NOT: atomic // CHECK-LABEL: @reduction_muli func.func @reduction_muli(%arg0 : index, %arg1 : index, %arg2 : index, %arg3 : index, %arg4 : index) { %step = arith.constant 1 : index %one = arith.constant 1 : i32 // CHECK: %[[RED_VAR:.*]] = llvm.alloca %{{.*}} x i32 : (i64) -> !llvm.ptr // CHECK: omp.wsloop reduction(@[[$REDI]] %[[RED_VAR]] -> %[[RED_PVT_VAR:.*]] : !llvm.ptr) // CHECK: omp.loop_nest scf.parallel (%i0, %i1) = (%arg0, %arg1) to (%arg2, %arg3) step (%arg4, %step) init (%one) -> (i32) { // CHECK: %[[C2:.*]] = arith.constant 2 : i32 %pow2 = arith.constant 2 : i32 // CHECK: %[[RED_PVT_VAL:.*]] = llvm.load %[[RED_PVT_VAR]] : !llvm.ptr -> i32 // CHECK: %[[MUL_RESULT:.*]] = arith.muli %[[RED_PVT_VAL]], %[[C2]] : i32 // CHECK: llvm.store %[[MUL_RESULT]], %[[RED_PVT_VAR]] : i32, !llvm.ptr scf.reduce(%pow2 : i32) { ^bb0(%lhs : i32, %rhs: i32): %res = arith.muli %lhs, %rhs : i32 scf.reduce.return %res : i32 } } return } // ----- // Only check the declaration here, the rest is same as above. // CHECK: omp.declare_reduction @{{.*}} : f32 // CHECK: init // CHECK: %[[INIT:.*]] = llvm.mlir.constant(-3.4 // CHECK: omp.yield(%[[INIT]] : f32) // CHECK: combiner // CHECK: ^{{.*}}(%[[ARG0:.*]]: f32, %[[ARG1:.*]]: f32) // CHECK: %[[CMP:.*]] = arith.cmpf oge, %[[ARG0]], %[[ARG1]] // CHECK: %[[RES:.*]] = arith.select %[[CMP]], %[[ARG0]], %[[ARG1]] // CHECK: omp.yield(%[[RES]] : f32) // CHECK-NOT: atomic // CHECK-LABEL: @reduction3 func.func @reduction3(%arg0 : index, %arg1 : index, %arg2 : index, %arg3 : index, %arg4 : index) { %step = arith.constant 1 : index %zero = arith.constant 0.0 : f32 scf.parallel (%i0, %i1) = (%arg0, %arg1) to (%arg2, %arg3) step (%arg4, %step) init (%zero) -> (f32) { %one = arith.constant 1.0 : f32 scf.reduce(%one : f32) { ^bb0(%lhs : f32, %rhs: f32): %cmp = arith.cmpf oge, %lhs, %rhs : f32 %res = arith.select %cmp, %lhs, %rhs : f32 scf.reduce.return %res : f32 } } return } // ----- // CHECK: omp.declare_reduction @[[$REDF1:.*]] : f32 // CHECK: init // CHECK: %[[INIT:.*]] = llvm.mlir.constant(-3.4 // CHECK: omp.yield(%[[INIT]] : f32) // CHECK: combiner // CHECK: ^{{.*}}(%[[ARG0:.*]]: f32, %[[ARG1:.*]]: f32) // CHECK: %[[CMP:.*]] = arith.cmpf oge, %[[ARG0]], %[[ARG1]] // CHECK: %[[RES:.*]] = arith.select %[[CMP]], %[[ARG0]], %[[ARG1]] // CHECK: omp.yield(%[[RES]] : f32) // CHECK-NOT: atomic // CHECK: omp.declare_reduction @[[$REDF2:.*]] : i64 // CHECK: init // CHECK: %[[INIT:.*]] = llvm.mlir.constant // CHECK: omp.yield(%[[INIT]] : i64) // CHECK: combiner // CHECK: ^{{.*}}(%[[ARG0:.*]]: i64, %[[ARG1:.*]]: i64) // CHECK: %[[CMP:.*]] = arith.cmpi slt, %[[ARG0]], %[[ARG1]] // CHECK: %[[RES:.*]] = arith.select %[[CMP]], %[[ARG1]], %[[ARG0]] // CHECK: omp.yield(%[[RES]] : i64) // CHECK: atomic // CHECK: ^{{.*}}(%[[ARG0:.*]]: !llvm.ptr, %[[ARG1:.*]]: !llvm.ptr): // CHECK: %[[RHS:.*]] = llvm.load %[[ARG1]] : !llvm.ptr -> i64 // CHECK: llvm.atomicrmw max %[[ARG0]], %[[RHS]] monotonic // CHECK-LABEL: @reduction4 func.func @reduction4(%arg0 : index, %arg1 : index, %arg2 : index, %arg3 : index, %arg4 : index) -> (f32, i64) { %step = arith.constant 1 : index // CHECK: %[[ZERO:.*]] = arith.constant 0.0 %zero = arith.constant 0.0 : f32 // CHECK: %[[IONE:.*]] = arith.constant 1 %ione = arith.constant 1 : i64 // CHECK: %[[BUF1:.*]] = llvm.alloca %{{.*}} x f32 // CHECK: llvm.store %[[ZERO]], %[[BUF1]] // CHECK: %[[BUF2:.*]] = llvm.alloca %{{.*}} x i64 // CHECK: llvm.store %[[IONE]], %[[BUF2]] // CHECK: omp.parallel // CHECK: omp.wsloop // CHECK-SAME: reduction(@[[$REDF1]] %[[BUF1]] -> %[[PVT_BUF1:[a-z0-9]+]] // CHECK-SAME: @[[$REDF2]] %[[BUF2]] -> %[[PVT_BUF2:[a-z0-9]+]] // CHECK: omp.loop_nest // CHECK: memref.alloca_scope %res:2 = scf.parallel (%i0, %i1) = (%arg0, %arg1) to (%arg2, %arg3) step (%arg4, %step) init (%zero, %ione) -> (f32, i64) { // CHECK: %[[CST_ONE:.*]] = arith.constant 1.0{{.*}} : f32 %one = arith.constant 1.0 : f32 // CHECK: %[[CST_INT_ONE:.*]] = arith.fptosi %1 = arith.fptosi %one : f32 to i64 // CHECK: %[[PVT_VAL1:.*]] = llvm.load %[[PVT_BUF1]] : !llvm.ptr -> f32 // CHECK: %[[TEMP1:.*]] = arith.cmpf oge, %[[PVT_VAL1]], %[[CST_ONE]] : f32 // CHECK: %[[CMP_VAL1:.*]] = arith.select %[[TEMP1]], %[[PVT_VAL1]], %[[CST_ONE]] : f32 // CHECK: llvm.store %[[CMP_VAL1]], %[[PVT_BUF1]] : f32, !llvm.ptr // CHECK: %[[PVT_VAL2:.*]] = llvm.load %[[PVT_BUF2]] : !llvm.ptr -> i64 // CHECK: %[[TEMP2:.*]] = arith.cmpi slt, %[[PVT_VAL2]], %[[CST_INT_ONE]] : i64 // CHECK: %[[CMP_VAL2:.*]] = arith.select %[[TEMP2]], %[[CST_INT_ONE]], %[[PVT_VAL2]] : i64 // CHECK: llvm.store %[[CMP_VAL2]], %[[PVT_BUF2]] : i64, !llvm.ptr scf.reduce(%one, %1 : f32, i64) { ^bb0(%lhs : f32, %rhs: f32): %cmp = arith.cmpf oge, %lhs, %rhs : f32 %res = arith.select %cmp, %lhs, %rhs : f32 scf.reduce.return %res : f32 }, { ^bb1(%lhs: i64, %rhs: i64): %cmp = arith.cmpi slt, %lhs, %rhs : i64 %res = arith.select %cmp, %rhs, %lhs : i64 scf.reduce.return %res : i64 } // CHECK: omp.yield } // CHECK: omp.terminator // CHECK: %[[RES1:.*]] = llvm.load %[[BUF1]] : !llvm.ptr -> f32 // CHECK: %[[RES2:.*]] = llvm.load %[[BUF2]] : !llvm.ptr -> i64 // CHECK: return %[[RES1]], %[[RES2]] return %res#0, %res#1 : f32, i64 }