; REQUIRES: asserts ; RUN: opt < %s -passes=loop-interchange -verify-dom-info -verify-loop-info \ ; RUN: -disable-output -debug 2>&1 | FileCheck %s @a = dso_local global [256 x [256 x float]] zeroinitializer, align 4 @b = dso_local global [20 x [20 x [20 x i32]]] zeroinitializer, align 4 ;; for (int n = 0; n < 100; ++n) ;; for (int i = 0; i < 256; ++i) ;; for (int j = 1; j < 256; ++j) ;; a[j - 1][i] += a[j][i]; ;; ;; The direction vector of `a` is [* = <]. We can interchange the innermost ;; two loops, The direction vector after interchanging will be [* < =]. ; CHECK: Dependency matrix before interchange: ; CHECK-NEXT: * = < ; CHECK-NEXT: * = = ; CHECK-NEXT: Processing InnerLoopId = 2 and OuterLoopId = 1 ; CHECK-NEXT: Checking if loops are tightly nested ; CHECK-NEXT: Checking instructions in Loop header and Loop latch ; CHECK-NEXT: Loops are perfectly nested ; CHECK-NEXT: Loops are legal to interchange define void @all_eq_lt() { entry: br label %for.n.header for.n.header: %n = phi i32 [ 0, %entry ], [ %n.inc, %for.n.latch ] br label %for.i.header for.i.header: %i = phi i32 [ 0, %for.n.header ], [ %i.inc, %for.i.latch ] br label %for.j for.j: %j = phi i32 [ 1, %for.i.header ], [ %j.inc, %for.j ] %j.dec = sub nsw i32 %j, 1 %idx.store = getelementptr inbounds [256 x [256 x float]], ptr @a, i32 0, i32 %j.dec, i32 %i %idx.load = getelementptr inbounds [256 x [256 x float]], ptr @a, i32 0, i32 %j, i32 %i %0 = load float, ptr %idx.load, align 4 %1 = load float, ptr %idx.store, align 4 %add = fadd fast float %0, %1 store float %add, ptr %idx.store, align 4 %j.inc = add nuw nsw i32 %j, 1 %cmp.j = icmp slt i32 %j.inc, 256 br i1 %cmp.j, label %for.j, label %for.i.latch for.i.latch: %i.inc = add nuw nsw i32 %i, 1 %cmp.i = icmp slt i32 %i.inc, 256 br i1 %cmp.i, label %for.i.header, label %for.n.latch for.n.latch: %n.inc = add nuw nsw i32 %n, 1 %cmp.n = icmp slt i32 %n.inc, 100 br i1 %cmp.n, label %for.n.header, label %exit exit: ret void } ;; for (int i = 0; i < 256; ++i) ;; for (int j = 1; j < 256; ++j) ;; a[j - 1][i] = a[j][255 - i]; ;; ;; The direction vector of `a` is [* <]. We cannot interchange the loops ;; because we must handle a `*` dependence conservatively. ; CHECK: Dependency matrix before interchange: ; CHECK-NEXT: * < ; CHECK-NEXT: Processing InnerLoopId = 1 and OuterLoopId = 0 ; CHECK-NEXT: Failed interchange InnerLoopId = 1 and OuterLoopId = 0 due to dependence ; CHECK-NEXT: Not interchanging loops. Cannot prove legality. define void @all_lt() { entry: br label %for.i.header for.i.header: %i = phi i32 [ 0, %entry ], [ %i.inc, %for.i.latch ] %i.rev = sub nsw i32 255, %i br label %for.j for.j: %j = phi i32 [ 1, %for.i.header ], [ %j.inc, %for.j ] %j.dec = sub nsw i32 %j, 1 %idx.store = getelementptr inbounds [256 x [256 x float]], ptr @a, i32 0, i32 %j.dec, i32 %i %idx.load = getelementptr inbounds [256 x [256 x float]], ptr @a, i32 0, i32 %j, i32 %i.rev %0 = load float, ptr %idx.load, align 4 store float %0, ptr %idx.store, align 4 %j.inc = add nuw nsw i32 %j, 1 %cmp.j = icmp slt i32 %j.inc, 256 br i1 %cmp.j, label %for.j, label %for.i.latch for.i.latch: %i.inc = add nuw nsw i32 %i, 1 %cmp.i = icmp slt i32 %i.inc, 256 br i1 %cmp.i, label %for.i.header, label %exit exit: ret void } ;; for (int i = 0; i < 255; ++i) ;; for (int j = 1; j < 256; ++j) ;; a[j][i] = a[j - 1][i + 1]; ;; ;; The direciton vector of `a` is [< >]. We cannot interchange the loops ;; because the read/write order for `a` cannot be changed. ; CHECK: Dependency matrix before interchange: ; CHECK-NEXT: < > ; CHECK-NEXT: Processing InnerLoopId = 1 and OuterLoopId = 0 ; CHECK-NEXT: Failed interchange InnerLoopId = 1 and OuterLoopId = 0 due to dependence ; CHECK-NEXT: Not interchanging loops. Cannot prove legality. define void @lt_gt() { entry: br label %for.i.header for.i.header: %i = phi i32 [ 0, %entry ], [ %i.inc, %for.i.latch ] %i.inc = add nuw nsw i32 %i, 1 br label %for.j for.j: %j = phi i32 [ 1, %for.i.header ], [ %j.inc, %for.j ] %j.dec = sub nsw i32 %j, 1 %idx.store = getelementptr inbounds [256 x [256 x float]], ptr @a, i32 0, i32 %j, i32 %i %idx.load = getelementptr inbounds [256 x [256 x float]], ptr @a, i32 0, i32 %j.dec, i32 %i.inc %0 = load float, ptr %idx.load, align 4 store float %0, ptr %idx.store, align 4 %j.inc = add nuw nsw i32 %j, 1 %cmp.j = icmp slt i32 %j.inc, 256 br i1 %cmp.j, label %for.j, label %for.i.latch for.i.latch: %cmp.i = icmp slt i32 %i.inc, 255 br i1 %cmp.i, label %for.i.header, label %exit exit: ret void } ;; for (int i = 0; i < 20; i++) ;; for (int j = 0; j < 20; j++) ;; for (int k = 0; k < 19; k++) ;; b[i][j][k] = b[i][5][k + 1]; ;; ;; The direction vector of `b` is [= * <]. We cannot interchange all the loops. ; CHECK: Dependency matrix before interchange: ; CHECK-NEXT: = * < ; CHECK-NEXT: Processing InnerLoopId = 2 and OuterLoopId = 1 ; CHECK-NEXT: Failed interchange InnerLoopId = 2 and OuterLoopId = 1 due to dependence ; CHECK-NEXT: Not interchanging loops. Cannot prove legality. ; CHECK-NEXT: Processing InnerLoopId = 1 and OuterLoopId = 0 ; CHECK-NEXT: Failed interchange InnerLoopId = 1 and OuterLoopId = 0 due to dependence ; CHECK-NEXT: Not interchanging loops. Cannot prove legality. define void @eq_all_lt() { entry: br label %for.i.header for.i.header: %i = phi i32 [ 0, %entry ], [ %i.inc, %for.i.latch ] br label %for.j.header for.j.header: %j = phi i32 [ 0, %for.i.header ], [ %j.inc, %for.j.latch ] br label %for.k for.k: %k = phi i32 [ 0, %for.j.header ], [ %k.inc, %for.k ] %k.inc = add nuw nsw i32 %k, 1 %idx.store = getelementptr inbounds [20 x [20 x [20 x i32]]], ptr @b, i32 0, i32 %i, i32 %j, i32 %k %idx.load = getelementptr inbounds [20 x [20 x [20 x i32]]], ptr @b, i32 0, i32 %i, i32 5, i32 %k.inc %0 = load i32, ptr %idx.load, align 4 store i32 %0, ptr %idx.store, align 4 %cmp.k = icmp slt i32 %k.inc, 19 br i1 %cmp.k, label %for.k, label %for.j.latch for.j.latch: %j.inc = add nuw nsw i32 %j, 1 %cmp.j = icmp slt i32 %j.inc, 20 br i1 %cmp.j, label %for.j.header, label %for.i.latch for.i.latch: %i.inc = add nuw nsw i32 %i, 1 %cmp.i = icmp slt i32 %i.inc, 20 br i1 %cmp.i, label %for.i.header, label %exit exit: ret void }