| // RUN: %eopt --enzyme %s | FileCheck %s |
| |
| module { |
| func.func @square(%x : f64) -> (f64, f64) { |
| %y = arith.mulf %x, %x : f64 |
| return %y, %x : f64, f64 |
| } |
| func.func @dsq(%x : f64, %dx : f64) -> (f64, f64) { |
| %r:2 = enzyme.fwddiff @square(%x, %dx) { activity=[#enzyme<activity enzyme_dup>], ret_activity=[#enzyme<activity enzyme_dupnoneed>, #enzyme<activity enzyme_dupnoneed>] } : (f64, f64) -> (f64, f64) |
| return %r#0, %r#1 : f64, f64 |
| } |
| func.func @dsq2(%x : f64, %dx : f64) -> (f64, f64, f64, f64) { |
| %r:4 = enzyme.fwddiff @square(%x, %dx) { activity=[#enzyme<activity enzyme_dup>], ret_activity=[#enzyme<activity enzyme_dup>, #enzyme<activity enzyme_dup>] } : (f64, f64) -> (f64, f64, f64, f64) |
| return %r#0, %r#1, %r#2, %r#3 : f64, f64, f64, f64 |
| } |
| } |
| |
| // CHECK: func.func @dsq(%[[arg0:.+]]: f64, %[[arg1:.+]]: f64) -> (f64, f64) { |
| // CHECK-NEXT: %[[i0:[0-9]+]]:2 = call @fwddiffesquare(%[[arg0]], %[[arg1]]) : (f64, f64) -> (f64, f64) |
| // CHECK-NEXT: return %[[i0]]#0, %[[i0]]#1 : f64, f64 |
| // CHECK-NEXT: } |
| |
| // CHECK: func.func @dsq2(%[[arg0:.+]]: f64, %[[arg1:.+]]: f64) -> (f64, f64, f64, f64) { |
| // CHECK-NEXT: %[[i0:[0-9]+]]:4 = call @fwddiffesquare_0(%[[arg0]], %[[arg1]]) : (f64, f64) -> (f64, f64, f64, f64) |
| // CHECK-NEXT: return %[[i0]]#0, %[[i0]]#1, %[[i0]]#2, %[[i0]]#3 : f64, f64, f64, f64 |
| // CHECK-NEXT: } |
| |
| // CHECK: func.func private @fwddiffesquare(%[[arg0:.+]]: f64, %[[arg1:.+]]: f64) -> (f64, f64) { |
| // CHECK-NEXT: %[[i0:.+]] = arith.mulf %[[arg1]], %[[arg0]] : f64 |
| // CHECK-NEXT: %[[i1:.+]] = arith.mulf %[[arg1]], %[[arg0]] : f64 |
| // CHECK-NEXT: %[[i2:.+]] = arith.addf %[[i0]], %[[i1]] : f64 |
| // CHECK-NEXT: %[[i3:.+]] = arith.mulf %[[arg0]], %[[arg0]] : f64 |
| // CHECK-NEXT: return %[[i2]], %[[arg1]] : f64, f64 |
| // CHECK-NEXT: } |
| |
| // CHECK: func.func private @fwddiffesquare_0(%[[arg0:.+]]: f64, %[[arg1:.+]]: f64) -> (f64, f64, f64, f64) { |
| // CHECK-NEXT: %[[i0:.+]] = arith.mulf %[[arg1]], %[[arg0]] : f64 |
| // CHECK-NEXT: %[[i1:.+]] = arith.mulf %[[arg1]], %[[arg0]] : f64 |
| // CHECK-NEXT: %[[i2:.+]] = arith.addf %[[i0]], %[[i1]] : f64 |
| // CHECK-NEXT: %[[i3:.+]] = arith.mulf %[[arg0]], %[[arg0]] : f64 |
| // CHECK-NEXT: return %[[i3]], %[[i2]], %[[arg0]], %[[arg1]] : f64, f64, f64, f64 |
| // CHECK-NEXT: } |