// RUN: mlir-opt %s -test-linalg-elementwise-fusion-patterns=fuse-generic-ops-control -split-input-file | FileCheck %s #map0 = affine_map<(d0, d1) -> (d0, d1)> #binary2Dpointwise = { indexing_maps = [#map0, #map0, #map0], iterator_types = ["parallel", "parallel"] } #ternary2Dpointwise = { indexing_maps = [#map0, #map0, #map0, #map0], iterator_types = ["parallel", "parallel"] } func.func @test_fusion_limit( %arg0 : tensor, %arg1 : tensor, %arg2 : tensor, %arg3 : tensor, %arg4 : tensor, %arg5 : tensor) -> tensor { %c0 = arith.constant 0 : index %c1 = arith.constant 1 : index %d0 = tensor.dim %arg0, %c0 : tensor %d1 = tensor.dim %arg0, %c1 : tensor %init = tensor.empty(%d0, %d1) : tensor %0 = linalg.generic #binary2Dpointwise ins(%arg0, %arg1 : tensor, tensor) outs(%init : tensor) { ^bb0(%arg6 : f32, %arg7 : f32, %arg8 : f32): %1 = arith.mulf %arg6, %arg7 : f32 linalg.yield %1 : f32 } -> tensor %2 = linalg.generic #binary2Dpointwise ins(%arg2, %arg3 : tensor, tensor) outs(%init : tensor) { ^bb0(%arg6 : f32, %arg7 : f32, %arg8 : f32): %3 = arith.mulf %arg6, %arg7 : f32 linalg.yield %3 : f32 } -> tensor %4 = linalg.generic #binary2Dpointwise ins(%arg4, %arg5 : tensor, tensor) outs(%init : tensor) { ^bb0(%arg6 : f32, %arg7 : f32, %arg8 : f32): %5 = arith.mulf %arg6, %arg7 : f32 linalg.yield %5 : f32 } -> tensor %6 = linalg.generic #ternary2Dpointwise ins(%0, %2, %4 : tensor, tensor, tensor) outs(%init : tensor) { ^bb0(%arg6 : f32, %arg7 : f32, %arg8 : f32, %arg9 : f32): %7 = arith.addf %arg6, %arg7 : f32 %8 = arith.addf %7, %arg8 : f32 linalg.yield %8 : f32 } -> tensor return %6 : tensor } // CHECK-LABEL: func @test_fusion_limit // CHECK-SAME: %[[ARG0:[a-zA-z0-9_]+]]: tensor // CHECK-SAME: %[[ARG1:[a-zA-z0-9_]+]]: tensor // CHECK-SAME: %[[ARG2:[a-zA-z0-9_]+]]: tensor // CHECK-SAME: %[[ARG3:[a-zA-z0-9_]+]]: tensor // CHECK-SAME: %[[ARG4:[a-zA-z0-9_]+]]: tensor // CHECK-SAME: %[[ARG5:[a-zA-z0-9_]+]]: tensor // CHECK: %[[OP1:.+]] = linalg.generic {{.+}} ins(%[[ARG2]], %[[ARG3]] // CHECK: %[[OP2:.+]] = linalg.generic {{.+}} ins(%[[ARG4]], %[[ARG5]] // CHECK: %[[OP3:.+]] = linalg.generic {{.+}} ins(%[[ARG0]], %[[ARG1]], %[[OP1]], %[[OP2]] // CHECK: return %[[OP3]]