/* * Copyright (C) 2016 The Android Open Source Project * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ /** * Regression tests for loop optimizations. */ public class Main { private static native void ensureJitCompiled(Class cls, String methodName); /// CHECK-START: int Main.earlyExitFirst(int) loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: int Main.earlyExitFirst(int) loop_optimization (after) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none static int earlyExitFirst(int m) { int k = 0; for (int i = 0; i < 10; i++) { if (i == m) { return k; } k++; } return k; } /// CHECK-START: int Main.earlyExitLast(int) loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: int Main.earlyExitLast(int) loop_optimization (after) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none static int earlyExitLast(int m) { int k = 0; for (int i = 0; i < 10; i++) { k++; if (i == m) { return k; } } return k; } /// CHECK-START: int Main.earlyExitNested() loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:<> /// CHECK-DAG: Phi loop:<> outer_loop:<> // /// CHECK-START: int Main.earlyExitNested() loop_optimization (after) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: int Main.earlyExitNested() loop_optimization (after) /// CHECK-NOT: Phi loop:{{B\d+}} outer_loop:{{B\d+}} static int earlyExitNested() { int offset = 0; for (int i = 0; i < 2; i++) { int start = offset; // This loop can be removed. for (int j = 0; j < 2; j++) { offset++; } if (i == 1) { return start; } } return 0; } // Regression test for b/33774618: transfer operations involving // narrowing linear induction should be done correctly. // /// CHECK-START: int Main.transferNarrowWrap() loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: int Main.transferNarrowWrap() loop_optimization (after) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none static int transferNarrowWrap() { short x = 0; int w = 10; int v = 3; for (int i = 0; i < 10; i++) { v = w + 1; // transfer on wrap-around w = x; // wrap-around x += 2; // narrowing linear } return v; } // Regression test for b/33774618: transfer operations involving // narrowing linear induction should be done correctly // (currently rejected, could be improved). // /// CHECK-START: int Main.polynomialShort() loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: int Main.polynomialShort() loop_optimization (after) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none static int polynomialShort() { int x = 0; for (short i = 0; i < 10; i++) { x = x - i; // polynomial on narrowing linear } return x; } // Regression test for b/33774618: transfer operations involving // narrowing linear induction should be done correctly // (currently rejected, could be improved). // /// CHECK-START: int Main.polynomialIntFromLong() loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: int Main.polynomialIntFromLong() loop_optimization (after) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none static int polynomialIntFromLong() { int x = 0; for (long i = 0; i < 10; i++) { x = x - (int) i; // polynomial on narrowing linear } return x; } /// CHECK-START: int Main.polynomialInt() loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: int Main.polynomialInt() loop_optimization (after) /// CHECK-NOT: Phi // /// CHECK-START: int Main.polynomialInt() instruction_simplifier$after_bce (after) /// CHECK-DAG: <> IntConstant -45 loop:none /// CHECK-DAG: Return [<>] loop:none static int polynomialInt() { int x = 0; for (int i = 0; i < 10; i++) { x = x - i; } return x; } // Regression test for b/34779592 (found with fuzz testing): overflow for last value // of division truncates to zero, for multiplication it simply truncates. // /// CHECK-START: int Main.geoIntDivLastValue(int) loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: int Main.geoIntDivLastValue(int) loop_optimization (after) /// CHECK-NOT: Phi // /// CHECK-START: int Main.geoIntDivLastValue(int) instruction_simplifier$after_bce (after) /// CHECK-DAG: <> IntConstant 0 loop:none /// CHECK-DAG: Return [<>] loop:none static int geoIntDivLastValue(int x) { for (int i = 0; i < 2; i++) { x /= 1081788608; } return x; } /// CHECK-START: int Main.geoIntMulLastValue(int) loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: int Main.geoIntMulLastValue(int) loop_optimization (after) /// CHECK-NOT: Phi // /// CHECK-START: int Main.geoIntMulLastValue(int) instruction_simplifier$after_bce (after) /// CHECK-DAG: <> ParameterValue loop:none /// CHECK-DAG: <> IntConstant -194211840 loop:none /// CHECK-DAG: <> Mul [<>,<>] loop:none /// CHECK-DAG: Return [<>] loop:none static int geoIntMulLastValue(int x) { for (int i = 0; i < 2; i++) { x *= 1081788608; } return x; } /// CHECK-START: long Main.geoLongDivLastValue(long) loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: long Main.geoLongDivLastValue(long) loop_optimization (after) /// CHECK-NOT: Phi // /// CHECK-START: long Main.geoLongDivLastValue(long) instruction_simplifier$after_bce (after) /// CHECK-DAG: <> LongConstant 0 loop:none /// CHECK-DAG: Return [<>] loop:none // // Tests overflow in the divisor (while updating intermediate result). static long geoLongDivLastValue(long x) { for (int i = 0; i < 10; i++) { x /= 1081788608; } return x; } /// CHECK-START: long Main.geoLongDivLastValue() loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: long Main.geoLongDivLastValue() loop_optimization (after) /// CHECK-NOT: Phi // /// CHECK-START: long Main.geoLongDivLastValue() instruction_simplifier$after_bce (after) /// CHECK-DAG: <> LongConstant 0 loop:none /// CHECK-DAG: Return [<>] loop:none // // Tests overflow in the divisor (while updating base). static long geoLongDivLastValue() { long x = -1; for (int i2 = 0; i2 < 2; i2++) { x /= (Long.MAX_VALUE); } return x; } /// CHECK-START: long Main.geoLongMulLastValue(long) loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: long Main.geoLongMulLastValue(long) loop_optimization (after) /// CHECK-NOT: Phi // /// CHECK-START: long Main.geoLongMulLastValue(long) instruction_simplifier$after_bce (after) /// CHECK-DAG: <> ParameterValue loop:none /// CHECK-DAG: <> LongConstant -8070450532247928832 loop:none /// CHECK-DAG: <> Mul [<>,<>] loop:none /// CHECK-DAG: Return [<>] loop:none static long geoLongMulLastValue(long x) { for (int i = 0; i < 10; i++) { x *= 1081788608; } return x; } // If vectorized, the narrowing subscript should not cause // type inconsistencies in the synthesized code. static void narrowingSubscript(float[] a) { float val = 2.0f; for (long i = 0; i < a.length; i++) { a[(int) i] += val; } } // If vectorized, invariant stride should be recognized // as a reduction, not a unit stride in outer loop. static void reduc(int[] xx, int[] yy) { for (int i0 = 0; i0 < 2; i0++) { for (int i1 = 0; i1 < 469; i1++) { xx[i0] -= (++yy[i1]); } } } /// CHECK-START: void Main.string2Bytes(char[], java.lang.String) loop_optimization (before) /// CHECK-DAG: ArrayGet loop:<> outer_loop:none /// CHECK-DAG: ArraySet loop:<> outer_loop:none // /// CHECK-START-ARM: void Main.string2Bytes(char[], java.lang.String) loop_optimization (after) /// CHECK-NOT: VecLoad // /// CHECK-START-ARM64: void Main.string2Bytes(char[], java.lang.String) loop_optimization (after) /// CHECK-IF: hasIsaFeature("sve") // // TODO: Support CharAt for SVE. /// CHECK-NOT: VecLoad // /// CHECK-ELSE: // /// CHECK-DAG: VecLoad loop:<> outer_loop:none /// CHECK-DAG: VecStore loop:<> outer_loop:none // /// CHECK-FI: // // NOTE: should correctly deal with compressed and uncompressed cases. private static void string2Bytes(char[] a, String b) { int min = Math.min(a.length, b.length()); for (int i = 0; i < min; i++) { a[i] = b.charAt(i); } } /// CHECK-START-ARM: void Main.$noinline$stringToShorts(short[], java.lang.String) loop_optimization (after) /// CHECK-NOT: VecLoad /// CHECK-START-ARM64: void Main.$noinline$stringToShorts(short[], java.lang.String) loop_optimization (after) /// CHECK-IF: hasIsaFeature("sve") // // TODO: Support CharAt for SVE. /// CHECK-NOT: VecLoad // /// CHECK-ELSE: // /// CHECK-DAG: VecLoad loop:<> outer_loop:none /// CHECK-DAG: VecStore loop:<> outer_loop:none // /// CHECK-FI: private static void $noinline$stringToShorts(short[] dest, String src) { int min = Math.min(dest.length, src.length()); for (int i = 0; i < min; ++i) { dest[i] = (short) src.charAt(i); } } // A strange function that does not inline. private static void $noinline$foo(boolean x, int n) { if (n < 0) throw new Error("oh no"); if (n > 100) { $noinline$foo(!x, n - 1); $noinline$foo(!x, n - 2); $noinline$foo(!x, n - 3); $noinline$foo(!x, n - 4); } } // A loop with environment uses of x (the terminating condition). As exposed by bug // b/37247891, the loop can be unrolled, but should handle the (unlikely, but clearly // not impossible) environment uses of the terminating condition in a correct manner. private static void envUsesInCond() { boolean x = false; for (int i = 0; !(x = i >= 1); i++) { $noinline$foo(true, i); } } /// CHECK-START: void Main.oneBoth(short[], char[]) loop_optimization (before) /// CHECK-DAG: <> IntConstant 1 loop:none /// CHECK-DAG: <> Phi loop:<> outer_loop:none /// CHECK-DAG: ArraySet [{{l\d+}},<>,<>] loop:<> outer_loop:none /// CHECK-DAG: ArraySet [{{l\d+}},<>,<>] loop:<> outer_loop:none // /// CHECK-START-ARM: void Main.oneBoth(short[], char[]) loop_optimization (after) /// CHECK-DAG: <> IntConstant 1 loop:none /// CHECK-DAG: <> VecReplicateScalar [<>] loop:none /// CHECK-DAG: VecStore [{{l\d+}},<>,<>] loop:<> outer_loop:none /// CHECK-DAG: VecStore [{{l\d+}},<>,<>] loop:<> outer_loop:none // /// CHECK-START-ARM64: void Main.oneBoth(short[], char[]) loop_optimization (after) /// CHECK-DAG: <> IntConstant 1 loop:none /// CHECK-IF: hasIsaFeature("sve") // /// CHECK-DAG: <> VecReplicateScalar [<>,{{j\d+}}] loop:none /// CHECK-DAG: <> VecPredWhile loop:<> outer_loop:none /// CHECK-DAG: VecStore [{{l\d+}},<>,<>,<>] loop:<> outer_loop:none /// CHECK-DAG: VecStore [{{l\d+}},<>,<>,<>] loop:<> outer_loop:none // /// CHECK-ELSE: // /// CHECK-DAG: <> VecReplicateScalar [<>] loop:none /// CHECK-DAG: VecStore [{{l\d+}},<>,<>] loop:<> outer_loop:none /// CHECK-DAG: VecStore [{{l\d+}},<>,<>] loop:<> outer_loop:none // /// CHECK-FI: // // Bug b/37764324: integral same-length packed types can be mixed freely. private static void oneBoth(short[] a, char[] b) { for (int i = 0; i < Math.min(a.length, b.length); i++) { a[i] = 1; b[i] = 1; } } // Bug b/37768917: potential dynamic BCE vs. loop optimizations // case should be deal with correctly (used to DCHECK fail). private static void arrayInTripCount(int[] a, byte[] b, int n) { for (int k = 0; k < n; k++) { for (int i = 0, u = a[0]; i < u; i++) { b[i] += 2; } } } /// CHECK-START: void Main.typeConv(byte[], byte[]) loop_optimization (before) /// CHECK-DAG: <> IntConstant 1 loop:none /// CHECK-DAG: <> Phi loop:<> outer_loop:none /// CHECK-DAG: <> ArrayGet [{{l\d+}},<>] loop:<> outer_loop:none /// CHECK-DAG: <> Add [<>,<>] loop:<> outer_loop:none /// CHECK-DAG: <> TypeConversion [<>] loop:<> outer_loop:none /// CHECK-DAG: ArraySet [{{l\d+}},<>,<>] loop:<> outer_loop:none // /// CHECK-START-ARM: void Main.typeConv(byte[], byte[]) loop_optimization (after) /// CHECK-DAG: <> IntConstant 1 loop:none /// CHECK-DAG: <> VecReplicateScalar [<>] loop:none /// CHECK-DAG: <> VecLoad [{{l\d+}},<>] loop:<> outer_loop:none /// CHECK-DAG: <> VecAdd [<>,<>] loop:<> outer_loop:none /// CHECK-DAG: VecStore [{{l\d+}},<>,<>] loop:<> outer_loop:none /// CHECK-DAG: <> ArrayGet [{{l\d+}},<>] loop:<> outer_loop:none /// CHECK-DAG: <> Add [<>,<>] loop:<> outer_loop:none /// CHECK-DAG: <> TypeConversion [<>] loop:<> outer_loop:none /// CHECK-DAG: ArraySet [{{l\d+}},<>,<>] loop:<> outer_loop:none // /// CHECK-START-ARM64: void Main.typeConv(byte[], byte[]) loop_optimization (after) /// CHECK-DAG: <> IntConstant 1 loop:none /// CHECK-IF: hasIsaFeature("sve") // /// CHECK-DAG: <> VecReplicateScalar [<>,{{j\d+}}] loop:none /// CHECK-DAG: <> VecPredWhile loop:<> outer_loop:none /// CHECK-DAG: <> VecLoad [{{l\d+}},<>,<>] loop:<> outer_loop:none /// CHECK-DAG: <> VecAdd [<>,<>,<>] loop:<> outer_loop:none /// CHECK-DAG: VecStore [{{l\d+}},<>,<>,<>] loop:<> outer_loop:none // /// CHECK-ELSE: // /// CHECK-DAG: <> VecReplicateScalar [<>] loop:none /// CHECK-DAG: <> VecLoad [{{l\d+}},<>] loop:<> outer_loop:none /// CHECK-DAG: <> VecAdd [<>,<>] loop:<> outer_loop:none /// CHECK-DAG: VecStore [{{l\d+}},<>,<>] loop:<> outer_loop:none /// CHECK-DAG: <> ArrayGet [{{l\d+}},<>] loop:<> outer_loop:none /// CHECK-DAG: <> Add [<>,<>] loop:<> outer_loop:none /// CHECK-DAG: <> TypeConversion [<>] loop:<> outer_loop:none /// CHECK-DAG: ArraySet [{{l\d+}},<>,<>] loop:<> outer_loop:none // /// CHECK-FI: // // Scalar code in cleanup loop uses correct byte type on array get and type conversion. private static void typeConv(byte[] a, byte[] b) { int len = Math.min(a.length, b.length); for (int i = 0; i < len; i++) { a[i] = (byte) (b[i] + 1); } } // Environment of an instruction, removed during SimplifyInduction, should be adjusted. // /// CHECK-START: void Main.inductionMax(int[]) loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-START: void Main.inductionMax(int[]) loop_optimization (after) /// CHECK-NOT: Phi private static void inductionMax(int[] a) { int s = 0; for (int i = 0; i < 10; i++) { s = Math.max(s, 5); } } /// CHECK-START: int Main.feedsIntoDeopt(int[]) loop_optimization (before) /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none /// CHECK-DAG: Phi loop:<> outer_loop:none // /// CHECK-EVAL: "<>" != "<>" // /// CHECK-START: int Main.feedsIntoDeopt(int[]) loop_optimization (after) /// CHECK-DAG: Phi loop:{{B\d+}} outer_loop:none /// CHECK-NOT: Phi static int feedsIntoDeopt(int[] a) { // Reduction should be removed. int r = 0; for (int i = 0; i < 100; i++) { r += 10; } // Even though uses feed into deopts of BCE. for (int i = 1; i < 100; i++) { a[i] = a[i - 1]; } return r; } static int absCanBeNegative(int x) { int a[] = { 1, 2, 3 }; int y = 0; for (int i = Math.abs(x); i < a.length; i++) { y += a[i]; } return y; } // b/65478356: sum up 2-dim array. static int sum(int[][] a) { int sum = 0; for (int y = 0; y < a.length; y++) { int[] aa = a[y]; for (int x = 0; x < aa.length; x++) { sum += aa[x]; } } return sum; } // Large loop body should not break unrolling computation. static void largeBody(int[] x) { for (int i = 0; i < 100; i++) { x[i] = x[i] * 1 + x[i] * 2 + x[i] * 3 + x[i] * 4 + x[i] * 5 + x[i] * 6 + x[i] * 7 + x[i] * 8 + x[i] * 9 + x[i] * 10 + x[i] * 11 + x[i] * 12 + x[i] * 13 + x[i] * 14 + x[i] * 15 + x[i] * 1 + x[i] * 2 + x[i] * 3 + x[i] * 4 + x[i] * 5 + x[i] * 6 + x[i] * 7 + x[i] * 8 + x[i] * 9 + x[i] * 10 + x[i] * 11 + x[i] * 12 + x[i] * 13 + x[i] * 14 + x[i] * 15 + x[i] * 1 + x[i] * 2 + x[i] * 3 + x[i] * 4 + x[i] * 5; } } // Mixed of 16-bit and 8-bit array references. static void castAndNarrow(byte[] x, char[] y) { for (int i = 0; i < x.length; i++) { x[i] = (byte) ((short) y[i] + 1); } } // Avoid bad scheduler-SIMD interaction. static int doNotMoveSIMD() { int sum = 0; for (int j = 0; j <= 8; j++) { int[] a = new int[17]; // a[i] = 0; // ConstructorFence ? for (int i = 0; i < a.length; i++) { a[i] += 1; // a[i] = 1; } for (int i = 0; i < a.length; i++) { sum += a[i]; // expect a[i] = 1; } } return sum; } // Ensure spilling saves full SIMD values. private static final int reduction32Values(int[] a, int[] b, int[] c, int[] d) { int s0 = 0; int s1 = 0; int s2 = 0; int s3 = 0; int s4 = 0; int s5 = 0; int s6 = 0; int s7 = 0; int s8 = 0; int s9 = 0; int s10 = 0; int s11 = 0; int s12 = 0; int s13 = 0; int s14 = 0; int s15 = 0; int s16 = 0; int s17 = 0; int s18 = 0; int s19 = 0; int s20 = 0; int s21 = 0; int s22 = 0; int s23 = 0; int s24 = 0; int s25 = 0; int s26 = 0; int s27 = 0; int s28 = 0; int s29 = 0; int s30 = 0; int s31 = 0; for (int i = 1; i < 100; i++) { s0 += a[i]; s1 += b[i]; s2 += c[i]; s3 += d[i]; s4 += a[i]; s5 += b[i]; s6 += c[i]; s7 += d[i]; s8 += a[i]; s9 += b[i]; s10 += c[i]; s11 += d[i]; s12 += a[i]; s13 += b[i]; s14 += c[i]; s15 += d[i]; s16 += a[i]; s17 += b[i]; s18 += c[i]; s19 += d[i]; s20 += a[i]; s21 += b[i]; s22 += c[i]; s23 += d[i]; s24 += a[i]; s25 += b[i]; s26 += c[i]; s27 += d[i]; s28 += a[i]; s29 += b[i]; s30 += c[i]; s31 += d[i]; } return s0 + s1 + s2 + s3 + s4 + s5 + s6 + s7 + s8 + s9 + s10 + s11 + s12 + s13 + s14 + s15 + s16 + s17 + s18 + s19 + s20 + s21 + s22 + s23 + s24 + s25 + s26 + s27 + s28 + s29 + s30 + s31; } // Ensure spilling saves regular FP values correctly when the graph HasSIMD() // is true. /// CHECK-START-ARM64: float Main.$noinline$ensureSlowPathFPSpillFill(float[], float[], float[], float[], int[]) loop_optimization (after) // // Both regular and SIMD accesses are present. /// CHECK-DAG: VecLoad /// CHECK-DAG: ArrayGet private static final float $noinline$ensureSlowPathFPSpillFill(float[] a, float[] b, float[] c, float[] d, int[] e) { // This loop should be vectorized so the graph->HasSIMD() will be true. // A power-of-2 number of iterations is chosen to avoid peeling/unrolling interference. for (int i = 0; i < 64; i++) { // The actual values of the array elements don't matter, just the // presence of a SIMD loop. e[i]++; } float f0 = 0; float f1 = 0; float f2 = 0; float f3 = 0; float f4 = 0; float f5 = 0; float f6 = 0; float f7 = 0; float f8 = 0; float f9 = 0; float f10 = 0; float f11 = 0; float f12 = 0; float f13 = 0; float f14 = 0; float f15 = 0; float f16 = 0; float f17 = 0; float f18 = 0; float f19 = 0; float f20 = 0; float f21 = 0; float f22 = 0; float f23 = 0; float f24 = 0; float f25 = 0; float f26 = 0; float f27 = 0; float f28 = 0; float f29 = 0; float f30 = 0; float f31 = 0; for (int i = 0; i < 100; i++) { f0 += a[i]; f1 += b[i]; f2 += c[i]; f3 += d[i]; f4 += a[i]; f5 += b[i]; f6 += c[i]; f7 += d[i]; f8 += a[i]; f9 += b[i]; f10 += c[i]; f11 += d[i]; f12 += a[i]; f13 += b[i]; f14 += c[i]; f15 += d[i]; f16 += a[i]; f17 += b[i]; f18 += c[i]; f19 += d[i]; f20 += a[i]; f21 += b[i]; f22 += c[i]; f23 += d[i]; f24 += a[i]; f25 += b[i]; f26 += c[i]; f27 += d[i]; f28 += a[i]; f29 += b[i]; f30 += c[i]; f31 += d[i]; } return f0 + f1 + f2 + f3 + f4 + f5 + f6 + f7 + f8 + f9 + f10 + f11 + f12 + f13 + f14 + f15 + f16 + f17 + f18 + f19 + f20 + f21 + f22 + f23 + f24 + f25 + f26 + f27 + f28 + f29 + f30 + f31; } public static int reductionIntoReplication() { int[] a = { 1, 2, 3, 4 }; int x = 0; for (int i = 0; i < 4; i++) { x += a[i]; } for (int i = 0; i < 4; i++) { a[i] = x; } return a[3]; } // Dot product and SAD vectorization idioms used to have a bug when some // instruction in the loop was visited twice causing a compiler crash. // It happened when two vectorization idioms' matched patterns had a common // sub-expression. // Idioms common sub-expression bug: DotProduct and ArraySet. // /// CHECK-START-ARM64: int Main.testDotProdAndSet(byte[], byte[], byte[]) loop_optimization (after) /// CHECK-DAG: VecDotProd /// CHECK-DAG: VecStore public static final int testDotProdAndSet(byte[] a, byte[] b, byte[] c) { int s = 1; for (int i = 0; i < b.length; i++) { int temp = a[i] * b[i]; c[i]= (byte)temp; s += temp; } return s - 1; } // Idioms common sub-expression bug: DotProduct and DotProduct. // /// CHECK-START-ARM64: int Main.testDotProdAndDotProd(byte[], byte[]) loop_optimization (after) /// CHECK-DAG: VecDotProd /// CHECK-DAG: VecDotProd public static final int testDotProdAndDotProd(byte[] a, byte[] b) { int s0 = 1; int s1 = 1; for (int i = 0; i < b.length; i++) { int temp = a[i] * b[i]; s0 += temp; s1 += temp; } return s0 + s1; } // Idioms common sub-expression bug: SAD and ArraySet. // /// CHECK-START-ARM: int Main.testSADAndSet(int[], int[], int[]) loop_optimization (after) /// CHECK-DAG: VecSADAccumulate /// CHECK-DAG: VecStore // /// CHECK-START-ARM64: int Main.testSADAndSet(int[], int[], int[]) loop_optimization (after) /// CHECK-IF: hasIsaFeature("sve") // // VecSADAccumulate is not supported for SVE. /// CHECK-NOT: VecSADAccumulate // /// CHECK-ELSE: // /// CHECK-DAG: VecSADAccumulate /// CHECK-DAG: VecStore // /// CHECK-FI: public static int testSADAndSet(int[] x, int[] y, int[] z) { int min_length = Math.min(x.length, y.length); int sad = 0; for (int i = 0; i < min_length; i++) { int temp = Math.abs(x[i] - y[i]); z[i] = temp; sad += temp; } return sad; } // Idioms common sub-expression bug: SAD and SAD. /// CHECK-START-ARM: int Main.testSADAndSAD(int[], int[]) loop_optimization (after) /// CHECK-DAG: VecSADAccumulate /// CHECK-DAG: VecSADAccumulate // /// CHECK-START-ARM64: int Main.testSADAndSAD(int[], int[]) loop_optimization (after) /// CHECK-IF: hasIsaFeature("sve") // // VecSADAccumulate is not supported for SVE. /// CHECK-NOT: VecSADAccumulate // /// CHECK-ELSE: // /// CHECK-DAG: VecSADAccumulate /// CHECK-DAG: VecSADAccumulate // /// CHECK-FI: public static final int testSADAndSAD(int[] x, int[] y) { int s0 = 1; int s1 = 1; for (int i = 0; i < x.length; i++) { int temp = Math.abs(x[i] - y[i]); s0 += temp; s1 += temp; } return s0 + s1; } // Idioms common sub-expression bug: DotProd and DotProd with extra mul. // /// CHECK-START-ARM64: int Main.testDotProdAndDotProdExtraMul0(byte[], byte[]) loop_optimization (after) /// CHECK-DAG: VecMul /// CHECK-DAG: VecDotProd /// CHECK-DAG: VecDotProd public static final int testDotProdAndDotProdExtraMul0(byte[] a, byte[] b) { int s0 = 1; int s1 = 1; for (int i = 0; i < b.length; i++) { int temp0 = a[i] * b[i]; int temp1 = (byte)(temp0) * a[i]; s0 += temp1; s1 += temp0; } return s0 + s1; } // Idioms common sub-expression bug: DotProd and DotProd with extra mul (reversed order). // /// CHECK-START-ARM64: int Main.testDotProdAndDotProdExtraMul1(byte[], byte[]) loop_optimization (after) /// CHECK-DAG: VecMul /// CHECK-DAG: VecDotProd /// CHECK-DAG: VecDotProd public static final int testDotProdAndDotProdExtraMul1(byte[] a, byte[] b) { int s0 = 1; int s1 = 1; for (int i = 0; i < b.length; i++) { int temp0 = a[i] * b[i]; int temp1 = (byte)(temp0) * a[i]; s0 += temp0; s1 += temp1; } return s0 + s1; } // Idioms common sub-expression bug: SAD and SAD with extra abs. // /// CHECK-START-ARM: int Main.testSADAndSADExtraAbs0(int[], int[]) loop_optimization (after) /// CHECK-DAG: VecSub /// CHECK-DAG: VecAbs /// CHECK-DAG: VecSADAccumulate /// CHECK-DAG: VecSADAccumulate // /// CHECK-START-ARM64: int Main.testSADAndSADExtraAbs0(int[], int[]) loop_optimization (after) /// CHECK-IF: hasIsaFeature("sve") // // VecSADAccumulate is not supported for SVE. /// CHECK-NOT: VecSADAccumulate // /// CHECK-ELSE: // /// CHECK-DAG: VecSub /// CHECK-DAG: VecAbs /// CHECK-DAG: VecSADAccumulate /// CHECK-DAG: VecSADAccumulate // /// CHECK-FI: public static final int testSADAndSADExtraAbs0(int[] x, int[] y) { int s0 = 1; int s1 = 1; for (int i = 0; i < x.length; i++) { int temp0 = Math.abs(x[i] - y[i]); int temp1 = Math.abs(temp0 - y[i]); s0 += temp1; s1 += temp0; } return s0 + s1; } // Idioms common sub-expression bug: SAD and SAD with extra abs (reversed order). // /// CHECK-START-ARM: int Main.testSADAndSADExtraAbs1(int[], int[]) loop_optimization (after) /// CHECK-DAG: VecSub /// CHECK-DAG: VecAbs /// CHECK-DAG: VecSADAccumulate /// CHECK-DAG: VecSADAccumulate // /// CHECK-START-ARM64: int Main.testSADAndSADExtraAbs1(int[], int[]) loop_optimization (after) /// CHECK-IF: hasIsaFeature("sve") // // VecSADAccumulate is not supported for SVE. /// CHECK-NOT: VecSADAccumulate // /// CHECK-ELSE: // /// CHECK-DAG: VecSub /// CHECK-DAG: VecAbs /// CHECK-DAG: VecSADAccumulate /// CHECK-DAG: VecSADAccumulate // /// CHECK-FI: public static final int testSADAndSADExtraAbs1(int[] x, int[] y) { int s0 = 1; int s1 = 1; for (int i = 0; i < x.length; i++) { int temp0 = Math.abs(x[i] - y[i]); int temp1 = Math.abs(temp0 - y[i]); s0 += temp0; s1 += temp1; } return s0 + s1; } // Idioms common sub-expression bug: SAD and DotProd combined. // /// CHECK-START-ARM64: int Main.testSADAndDotProdCombined0(byte[], byte[]) loop_optimization (after) /// CHECK-IF: hasIsaFeature("sve") // // VecSADAccumulate is not supported for SVE. /// CHECK-NOT: VecSADAccumulate // /// CHECK-ELSE: // /// CHECK-DAG: VecSub /// CHECK-DAG: VecSADAccumulate /// CHECK-DAG: VecDotProd // /// CHECK-FI: public static final int testSADAndDotProdCombined0(byte[] x, byte[] y) { int s0 = 1; int s1 = 1; for (int i = 0; i < x.length; i++) { int temp0 = x[i] - y[i]; int temp1 = Math.abs(temp0); int temp2 = x[i] * (byte)(temp0); s0 += temp1; s1 += temp2; } return s0 + s1; } // Idioms common sub-expression bug: SAD and DotProd combined (reversed order). /// CHECK-START-ARM64: int Main.testSADAndDotProdCombined1(byte[], byte[]) loop_optimization (after) /// CHECK-IF: hasIsaFeature("sve") // // VecSADAccumulate is not supported for SVE. /// CHECK-NOT: VecSADAccumulate // /// CHECK-ELSE: // /// CHECK-DAG: VecSub /// CHECK-DAG: VecSADAccumulate /// CHECK-DAG: VecDotProd // /// CHECK-FI: public static final int testSADAndDotProdCombined1(byte[] x, byte[] y) { int s0 = 1; int s1 = 1; for (int i = 0; i < x.length; i++) { int temp0 = x[i] - y[i]; int temp1 = Math.abs(temp0); int temp2 = x[i] * (byte)(temp0); s0 += temp2; s1 += temp1; } return s0 + s1; } public static final int ARRAY_SIZE = 512; private static byte[] createAndInitByteArray(int x) { byte[] a = new byte[ARRAY_SIZE]; for (int i = 0; i < a.length; i++) { a[i] = (byte)((~i) + x); } return a; } private static int[] createAndInitIntArray(int x) { int[] a = new int[ARRAY_SIZE]; for (int i = 0; i < a.length; i++) { a[i] = (~i) + x; } return a; } public static void main(String[] args) { System.loadLibrary(args[0]); expectEquals(10, earlyExitFirst(-1)); for (int i = 0; i <= 10; i++) { expectEquals(i, earlyExitFirst(i)); } expectEquals(10, earlyExitFirst(11)); expectEquals(10, earlyExitLast(-1)); for (int i = 0; i < 10; i++) { expectEquals(i + 1, earlyExitLast(i)); } expectEquals(10, earlyExitLast(10)); expectEquals(10, earlyExitLast(11)); expectEquals(2, earlyExitNested()); expectEquals(17, transferNarrowWrap()); expectEquals(-45, polynomialShort()); expectEquals(-45, polynomialIntFromLong()); expectEquals(-45, polynomialInt()); expectEquals(0, geoIntDivLastValue(0)); expectEquals(0, geoIntDivLastValue(1)); expectEquals(0, geoIntDivLastValue(2)); expectEquals(0, geoIntDivLastValue(1081788608)); expectEquals(0, geoIntDivLastValue(-1081788608)); expectEquals(0, geoIntDivLastValue(2147483647)); expectEquals(0, geoIntDivLastValue(-2147483648)); expectEquals( 0, geoIntMulLastValue(0)); expectEquals( -194211840, geoIntMulLastValue(1)); expectEquals( -388423680, geoIntMulLastValue(2)); expectEquals(-1041498112, geoIntMulLastValue(1081788608)); expectEquals( 1041498112, geoIntMulLastValue(-1081788608)); expectEquals( 194211840, geoIntMulLastValue(2147483647)); expectEquals( 0, geoIntMulLastValue(-2147483648)); expectEquals(0L, geoLongDivLastValue(0L)); expectEquals(0L, geoLongDivLastValue(1L)); expectEquals(0L, geoLongDivLastValue(2L)); expectEquals(0L, geoLongDivLastValue(1081788608L)); expectEquals(0L, geoLongDivLastValue(-1081788608L)); expectEquals(0L, geoLongDivLastValue(2147483647L)); expectEquals(0L, geoLongDivLastValue(-2147483648L)); expectEquals(0L, geoLongDivLastValue(9223372036854775807L)); expectEquals(0L, geoLongDivLastValue(-9223372036854775808L)); expectEquals(0L, geoLongDivLastValue()); expectEquals( 0L, geoLongMulLastValue(0L)); expectEquals(-8070450532247928832L, geoLongMulLastValue(1L)); expectEquals( 2305843009213693952L, geoLongMulLastValue(2L)); expectEquals( 0L, geoLongMulLastValue(1081788608L)); expectEquals( 0L, geoLongMulLastValue(-1081788608L)); expectEquals( 8070450532247928832L, geoLongMulLastValue(2147483647L)); expectEquals( 0L, geoLongMulLastValue(-2147483648L)); expectEquals( 8070450532247928832L, geoLongMulLastValue(9223372036854775807L)); expectEquals( 0L, geoLongMulLastValue(-9223372036854775808L)); float[] a = new float[16]; narrowingSubscript(a); for (int i = 0; i < 16; i++) { expectEquals(2.0f, a[i]); } int[] xx = new int[2]; int[] yy = new int[469]; reduc(xx, yy); expectEquals(-469, xx[0]); expectEquals(-938, xx[1]); for (int i = 0; i < 469; i++) { expectEquals(2, yy[i]); } char[] aa = new char[23]; String bb = "hello world how are you"; string2Bytes(aa, bb); for (int i = 0; i < aa.length; i++) { expectEquals(aa[i], bb.charAt(i)); } String cc = "\u1010\u2020llo world how are y\u3030\u4040"; string2Bytes(aa, cc); for (int i = 0; i < aa.length; i++) { expectEquals(aa[i], cc.charAt(i)); } short[] s2s = new short[12]; $noinline$stringToShorts(s2s, "abcdefghijkl"); for (int i = 0; i < s2s.length; ++i) { expectEquals((short) "abcdefghijkl".charAt(i), s2s[i]); } envUsesInCond(); short[] dd = new short[23]; oneBoth(dd, aa); for (int i = 0; i < aa.length; i++) { expectEquals(aa[i], 1); expectEquals(dd[i], 1); } xx[0] = 10; byte[] bt = new byte[10]; arrayInTripCount(xx, bt, 20); for (int i = 0; i < bt.length; i++) { expectEquals(40, bt[i]); } byte[] b1 = new byte[259]; // few extra iterations byte[] b2 = new byte[259]; for (int i = 0; i < 259; i++) { b1[i] = 0; b2[i] = (byte) i; } typeConv(b1, b2); for (int i = 0; i < 259; i++) { expectEquals((byte)(i + 1), b1[i]); } inductionMax(yy); int[] f = new int[100]; f[0] = 11; expectEquals(1000, feedsIntoDeopt(f)); for (int i = 0; i < 100; i++) { expectEquals(11, f[i]); } expectEquals(0, absCanBeNegative(-3)); expectEquals(3, absCanBeNegative(-2)); expectEquals(5, absCanBeNegative(-1)); expectEquals(6, absCanBeNegative(0)); expectEquals(5, absCanBeNegative(1)); expectEquals(3, absCanBeNegative(2)); expectEquals(0, absCanBeNegative(3)); expectEquals(0, absCanBeNegative(Integer.MAX_VALUE)); // Abs(min_int) = min_int. int verify = 0; try { absCanBeNegative(Integer.MIN_VALUE); verify = 1; } catch (ArrayIndexOutOfBoundsException e) { verify = 2; } expectEquals(2, verify); int[][] x = new int[128][128]; for (int i = 0; i < 128; i++) { for (int j = 0; j < 128; j++) { x[i][j] = -i - j; } } expectEquals(-2080768, sum(x)); largeBody(f); for (int i = 0; i < 100; i++) { expectEquals(2805, f[i]); } char[] cx = new char[259]; for (int i = 0; i < 259; i++) { cx[i] = (char) (i - 100); } castAndNarrow(b1, cx); for (int i = 0; i < 259; i++) { expectEquals((byte)((short) cx[i] + 1), b1[i]); } expectEquals(153, doNotMoveSIMD()); // This test exposed SIMDization issues on x86 and x86_64 // so we make sure the test runs with JIT enabled. ensureJitCompiled(Main.class, "reduction32Values"); { int[] a1 = new int[100]; int[] a2 = new int[100]; int[] a3 = new int[100]; int[] a4 = new int[100]; for (int i = 0; i < 100; i++) { a1[i] = i; a2[i] = 1; a3[i] = 100 - i; a4[i] = i % 16; } expectEquals(85800, reduction32Values(a1, a2, a3, a4)); } { float[] a1 = new float[100]; float[] a2 = new float[100]; float[] a3 = new float[100]; float[] a4 = new float[100]; int[] a5 = new int[100]; for (int i = 0; i < 100; i++) { a1[i] = (float)i; a2[i] = (float)1; a3[i] = (float)(100 - i); a4[i] = (i % 16); } expectEquals(86608.0f, $noinline$ensureSlowPathFPSpillFill(a1, a2, a3, a4, a5)); } expectEquals(10, reductionIntoReplication()); { byte[] b_a = createAndInitByteArray(1); byte[] b_b = createAndInitByteArray(2); byte[] b_c = createAndInitByteArray(3); expectEquals(2731008, testDotProdAndSet(b_a, b_b, b_c)); } { byte[] b_a = createAndInitByteArray(1); byte[] b_b = createAndInitByteArray(2); expectEquals(5462018, testDotProdAndDotProd(b_a, b_b)); } { int[] i_a = createAndInitIntArray(1); int[] i_b = createAndInitIntArray(2); int[] i_c = createAndInitIntArray(3); expectEquals(512, testSADAndSet(i_a, i_b, i_c)); } { int[] i_a = createAndInitIntArray(1); int[] i_b = createAndInitIntArray(2); expectEquals(1026, testSADAndSAD(i_a, i_b)); } { byte[] b_a = createAndInitByteArray(1); byte[] b_b = createAndInitByteArray(2); expectEquals(2731266, testDotProdAndDotProdExtraMul0(b_a, b_b)); } { byte[] b_a = createAndInitByteArray(1); byte[] b_b = createAndInitByteArray(2); expectEquals(2731266, testDotProdAndDotProdExtraMul1(b_a, b_b)); } { int[] i_a = createAndInitIntArray(1); int[] i_b = createAndInitIntArray(2); expectEquals(131330, testSADAndSADExtraAbs0(i_a, i_b)); } { int[] i_a = createAndInitIntArray(1); int[] i_b = createAndInitIntArray(2); expectEquals(131330, testSADAndSADExtraAbs1(i_a, i_b)); } { byte[] b_a = createAndInitByteArray(1); byte[] b_b = createAndInitByteArray(2); expectEquals(1278, testSADAndDotProdCombined0(b_a, b_b)); } { byte[] b_a = createAndInitByteArray(1); byte[] b_b = createAndInitByteArray(2); expectEquals(1278, testSADAndDotProdCombined1(b_a, b_b)); } System.out.println("passed"); } private static void expectEquals(int expected, int result) { if (expected != result) { throw new Error("Expected: " + expected + ", found: " + result); } } private static void expectEquals(long expected, long result) { if (expected != result) { throw new Error("Expected: " + expected + ", found: " + result); } } private static void expectEquals(float expected, float result) { if (expected != result) { throw new Error("Expected: " + expected + ", found: " + result); } } }