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      1 /*
      2  * Copyright (C) 2017 The Android Open Source Project
      3  *
      4  * Licensed under the Apache License, Version 2.0 (the "License");
      5  * you may not use this file except in compliance with the License.
      6  * You may obtain a copy of the License at
      7  *
      8  *      http://www.apache.org/licenses/LICENSE-2.0
      9  *
     10  * Unless required by applicable law or agreed to in writing, software
     11  * distributed under the License is distributed on an "AS IS" BASIS,
     12  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
     13  * See the License for the specific language governing permissions and
     14  * limitations under the License.
     15  */
     16 
     17 /**
     18  * Functional tests for SIMD vectorization. Note that this class provides a mere
     19  * functional test, not a precise numerical verifier.
     20  */
     21 public class Main {
     22 
     23   static float[] a;
     24 
     25   //
     26   // Arithmetic operations.
     27   //
     28 
     29   /// CHECK-START: void Main.add(float) loop_optimization (before)
     30   /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none
     31   /// CHECK-DAG: ArraySet loop:<<Loop>>      outer_loop:none
     32   //
     33   /// CHECK-START-{ARM64,MIPS64}: void Main.add(float) loop_optimization (after)
     34   /// CHECK-DAG: VecLoad  loop:<<Loop:B\d+>> outer_loop:none
     35   /// CHECK-DAG: VecAdd   loop:<<Loop>>      outer_loop:none
     36   /// CHECK-DAG: VecStore loop:<<Loop>>      outer_loop:none
     37   static void add(float x) {
     38     for (int i = 0; i < 128; i++)
     39       a[i] += x;
     40   }
     41 
     42   /// CHECK-START: void Main.sub(float) loop_optimization (before)
     43   /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none
     44   /// CHECK-DAG: ArraySet loop:<<Loop>>      outer_loop:none
     45   //
     46   /// CHECK-START-{ARM64,MIPS64}: void Main.sub(float) loop_optimization (after)
     47   /// CHECK-DAG: VecLoad  loop:<<Loop:B\d+>> outer_loop:none
     48   /// CHECK-DAG: VecSub   loop:<<Loop>>      outer_loop:none
     49   /// CHECK-DAG: VecStore loop:<<Loop>>      outer_loop:none
     50   static void sub(float x) {
     51     for (int i = 0; i < 128; i++)
     52       a[i] -= x;
     53   }
     54 
     55   /// CHECK-START: void Main.mul(float) loop_optimization (before)
     56   /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none
     57   /// CHECK-DAG: ArraySet loop:<<Loop>>      outer_loop:none
     58   //
     59   /// CHECK-START-{ARM64,MIPS64}: void Main.mul(float) loop_optimization (after)
     60   /// CHECK-DAG: VecLoad  loop:<<Loop:B\d+>> outer_loop:none
     61   /// CHECK-DAG: VecMul   loop:<<Loop>>      outer_loop:none
     62   /// CHECK-DAG: VecStore loop:<<Loop>>      outer_loop:none
     63   static void mul(float x) {
     64     for (int i = 0; i < 128; i++)
     65       a[i] *= x;
     66   }
     67 
     68   /// CHECK-START: void Main.div(float) loop_optimization (before)
     69   /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none
     70   /// CHECK-DAG: ArraySet loop:<<Loop>>      outer_loop:none
     71   //
     72   /// CHECK-START-{ARM64,MIPS64}: void Main.div(float) loop_optimization (after)
     73   /// CHECK-DAG: VecLoad  loop:<<Loop:B\d+>> outer_loop:none
     74   /// CHECK-DAG: VecDiv   loop:<<Loop>>      outer_loop:none
     75   /// CHECK-DAG: VecStore loop:<<Loop>>      outer_loop:none
     76   static void div(float x) {
     77     for (int i = 0; i < 128; i++)
     78       a[i] /= x;
     79   }
     80 
     81   /// CHECK-START: void Main.neg() loop_optimization (before)
     82   /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none
     83   /// CHECK-DAG: ArraySet loop:<<Loop>>      outer_loop:none
     84   //
     85   /// CHECK-START-{ARM64,MIPS64}: void Main.neg() loop_optimization (after)
     86   /// CHECK-DAG: VecLoad  loop:<<Loop:B\d+>> outer_loop:none
     87   /// CHECK-DAG: VecNeg   loop:<<Loop>>      outer_loop:none
     88   /// CHECK-DAG: VecStore loop:<<Loop>>      outer_loop:none
     89   static void neg() {
     90     for (int i = 0; i < 128; i++)
     91       a[i] = -a[i];
     92   }
     93 
     94   /// CHECK-START: void Main.abs() loop_optimization (before)
     95   /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none
     96   /// CHECK-DAG: ArraySet loop:<<Loop>>      outer_loop:none
     97   //
     98   /// CHECK-START-{ARM64,MIPS64}: void Main.abs() loop_optimization (after)
     99   /// CHECK-DAG: VecLoad  loop:<<Loop:B\d+>> outer_loop:none
    100   /// CHECK-DAG: VecAbs   loop:<<Loop>>      outer_loop:none
    101   /// CHECK-DAG: VecStore loop:<<Loop>>      outer_loop:none
    102   static void abs() {
    103     for (int i = 0; i < 128; i++)
    104       a[i] = Math.abs(a[i]);
    105   }
    106 
    107   /// CHECK-START: void Main.conv(int[]) loop_optimization (before)
    108   /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none
    109   /// CHECK-DAG: ArraySet loop:<<Loop>>      outer_loop:none
    110   //
    111   /// CHECK-START-{ARM64,MIPS64}: void Main.conv(int[]) loop_optimization (after)
    112   /// CHECK-DAG: VecLoad  loop:<<Loop:B\d+>> outer_loop:none
    113   /// CHECK-DAG: VecCnv   loop:<<Loop>>      outer_loop:none
    114   /// CHECK-DAG: VecStore loop:<<Loop>>      outer_loop:none
    115   static void conv(int[] b) {
    116     for (int i = 0; i < 128; i++)
    117       a[i] = b[i];
    118   }
    119 
    120   //
    121   // Loop bounds.
    122   //
    123 
    124   static void bounds() {
    125     for (int i = 1; i < 127; i++)
    126       a[i] += 11;
    127   }
    128 
    129   //
    130   // Test Driver.
    131   //
    132 
    133   public static void main(String[] args) {
    134     // Set up.
    135     a = new float[128];
    136     for (int i = 0; i < 128; i++) {
    137       a[i] = i;
    138     }
    139     // Arithmetic operations.
    140     add(2.0f);
    141     for (int i = 0; i < 128; i++) {
    142       expectEquals(i + 2, a[i], "add");
    143     }
    144     sub(2.0f);
    145     for (int i = 0; i < 128; i++) {
    146       expectEquals(i, a[i], "sub");
    147     }
    148     mul(2.0f);
    149     for (int i = 0; i < 128; i++) {
    150       expectEquals(i + i, a[i], "mul");
    151     }
    152     div(2.0f);
    153     for (int i = 0; i < 128; i++) {
    154       expectEquals(i, a[i], "div");
    155     }
    156     neg();
    157     for (int i = 0; i < 128; i++) {
    158       expectEquals(-i, a[i], "neg");
    159     }
    160     // Loop bounds.
    161     bounds();
    162     expectEquals(0, a[0], "bounds0");
    163     for (int i = 1; i < 127; i++) {
    164       expectEquals(11 - i, a[i], "bounds");
    165     }
    166     expectEquals(-127, a[127], "bounds127");
    167     // Abs.
    168     abs();
    169     expectEquals(0, a[0], "abs0");
    170     for (int i = 1; i <= 11; i++) {
    171       expectEquals(11 - i, a[i], "abs_lo");
    172     }
    173     for (int i = 12; i < 127; i++) {
    174       expectEquals(i - 11, a[i], "abs_hi");
    175     }
    176     expectEquals(127, a[127], "abs127");
    177     // Conversion.
    178     int[] b = new int[128];
    179     for (int i = 0; i < 128; i++) {
    180       b[i] = 1000 * i;
    181     }
    182     conv(b);
    183     for (int i = 1; i < 127; i++) {
    184       expectEquals(1000.0f * i, a[i], "conv");
    185     }
    186     // Done.
    187     System.out.println("passed");
    188   }
    189 
    190   private static void expectEquals(float expected, float result, String action) {
    191     if (expected != result) {
    192       throw new Error("Expected: " + expected + ", found: " + result + " for " + action);
    193     }
    194   }
    195 }
    196