// RUN: mlir-hlo-opt -lhlo-copy-removal %s -o - | FileCheck %s // CHECK-LABEL: func @remove_simple func @remove_simple(%arg0: memref<2x2xf32>) { %0 = alloc() {temp = true} : memref<2x2xf32> "lmhlo.copy"(%0, %arg0) : (memref<2x2xf32>, memref<2x2xf32>) -> () dealloc %0 : memref<2x2xf32> // CHECK-NEXT: "lmhlo.terminator"() : () -> () "lmhlo.terminator"() : () -> () } // ----- // CHECK-LABEL: func @remove_without_dealloc func @remove_without_dealloc(%arg0: memref<2x2xf32>) { %0 = alloc() {temp = true} : memref<2x2xf32> "lmhlo.copy"(%0, %arg0) : (memref<2x2xf32>, memref<2x2xf32>) -> () // CHECK-NEXT: "lmhlo.terminator"() : () -> () "lmhlo.terminator"() : () -> () } // ----- // CHECK-LABEL: func @replace_dependency func @replace_dependency(%arg0: memref<2x2xf32>, %arg1: memref<2x2xf32>) { %0 = alloc() {temp = true} : memref<2x2xf32> "lmhlo.exponential"(%arg0, %0) : (memref<2x2xf32>, memref<2x2xf32>) -> () // CHECK-NEXT: "lmhlo.exponential"(%arg0, %arg1) : (memref<2x2xf32>, memref<2x2xf32>) -> () "lmhlo.copy"(%0, %arg1) : (memref<2x2xf32>, memref<2x2xf32>) -> () dealloc %0 : memref<2x2xf32> // CHECK-NEXT: "lmhlo.terminator"() : () -> () "lmhlo.terminator"() : () -> () } // ----- // CHECK-LABEL: func @keep_copies func @keep_copies(%arg0: memref<2x2xf32>, %arg1: memref<2x2xf32>) { // CHECK-NEXT: "lmhlo.copy"(%arg0, %arg1) : (memref<2x2xf32>, memref<2x2xf32>) -> () "lmhlo.copy"(%arg0, %arg1) : (memref<2x2xf32>, memref<2x2xf32>) -> () // CHECK-NEXT: "lmhlo.terminator"() : () -> () "lmhlo.terminator"() : () -> () } // ----- // CHECK-LABEL: func @must_not_be_removed func @must_not_be_removed(%arg0: memref<2x2xf32>, %arg1: memref<2x2xf32>, %arg2: memref<2x2xf32>) { // CHECK-NEXT: %[[ALLOC:.*]] = alloc() {temp = true} : memref<2x2xf32> %0 = alloc() {temp = true} : memref<2x2xf32> // CHECK-NEXT: "lmhlo.exponential"(%arg0, %[[ALLOC]]) : (memref<2x2xf32>, memref<2x2xf32>) -> () "lmhlo.exponential"(%arg0, %0) : (memref<2x2xf32>, memref<2x2xf32>) -> () // CHECK-NEXT: "lmhlo.exponential"(%arg1, %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () "lmhlo.exponential"(%arg1, %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () // CHECK-NEXT: "lmhlo.copy"(%[[ALLOC]], %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () "lmhlo.copy"(%0, %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () dealloc %0 : memref<2x2xf32> "lmhlo.terminator"() : () -> () } // ----- // CHECK-LABEL: func @must_be_removed_first func @must_be_removed_first(%arg0: memref<2x2xf32>, %arg1: memref<2x2xf32>, %arg2: memref<2x2xf32>) { %0 = alloc() {temp = true} : memref<2x2xf32> // CHECK-NEXT: "lmhlo.exponential"(%arg1, %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () "lmhlo.exponential"(%arg1, %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () // CHECK-NEXT: "lmhlo.exponential"(%arg0, %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () "lmhlo.exponential"(%arg0, %0) : (memref<2x2xf32>, memref<2x2xf32>) -> () "lmhlo.copy"(%0, %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () dealloc %0 : memref<2x2xf32> "lmhlo.terminator"() : () -> () } // ----- // CHECK-LABEL: func @must_be_removed_second func @must_be_removed_second(%arg0: memref<2x2xf32>, %arg1: memref<2x2xf32>, %arg2: memref<2x2xf32>) { %0 = alloc() {temp = true} : memref<2x2xf32> // CHECK-NEXT: "lmhlo.exponential"(%arg0, %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () "lmhlo.exponential"(%arg0, %0) : (memref<2x2xf32>, memref<2x2xf32>) -> () "lmhlo.copy"(%0, %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () // CHECK-NEXT: "lmhlo.exponential"(%arg1, %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () "lmhlo.exponential"(%arg1, %arg2) : (memref<2x2xf32>, memref<2x2xf32>) -> () dealloc %0 : memref<2x2xf32> "lmhlo.terminator"() : () -> () }