1*795d594fSAndroid Build Coastguard Worker /* 2*795d594fSAndroid Build Coastguard Worker * Copyright (C) 2017 The Android Open Source Project 3*795d594fSAndroid Build Coastguard Worker * 4*795d594fSAndroid Build Coastguard Worker * Licensed under the Apache License, Version 2.0 (the "License"); 5*795d594fSAndroid Build Coastguard Worker * you may not use this file except in compliance with the License. 6*795d594fSAndroid Build Coastguard Worker * You may obtain a copy of the License at 7*795d594fSAndroid Build Coastguard Worker * 8*795d594fSAndroid Build Coastguard Worker * http://www.apache.org/licenses/LICENSE-2.0 9*795d594fSAndroid Build Coastguard Worker * 10*795d594fSAndroid Build Coastguard Worker * Unless required by applicable law or agreed to in writing, software 11*795d594fSAndroid Build Coastguard Worker * distributed under the License is distributed on an "AS IS" BASIS, 12*795d594fSAndroid Build Coastguard Worker * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13*795d594fSAndroid Build Coastguard Worker * See the License for the specific language governing permissions and 14*795d594fSAndroid Build Coastguard Worker * limitations under the License. 15*795d594fSAndroid Build Coastguard Worker */ 16*795d594fSAndroid Build Coastguard Worker 17*795d594fSAndroid Build Coastguard Worker /** 18*795d594fSAndroid Build Coastguard Worker * Functional tests for SIMD vectorization. Note that this class provides a mere 19*795d594fSAndroid Build Coastguard Worker * functional test, not a precise numerical verifier. 20*795d594fSAndroid Build Coastguard Worker */ 21*795d594fSAndroid Build Coastguard Worker public class SimdFloat { 22*795d594fSAndroid Build Coastguard Worker 23*795d594fSAndroid Build Coastguard Worker static float[] a; 24*795d594fSAndroid Build Coastguard Worker 25*795d594fSAndroid Build Coastguard Worker // 26*795d594fSAndroid Build Coastguard Worker // Arithmetic operations. 27*795d594fSAndroid Build Coastguard Worker // 28*795d594fSAndroid Build Coastguard Worker 29*795d594fSAndroid Build Coastguard Worker /// CHECK-START: void SimdFloat.add(float) loop_optimization (before) 30*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none 31*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArraySet loop:<<Loop>> outer_loop:none 32*795d594fSAndroid Build Coastguard Worker // 33*795d594fSAndroid Build Coastguard Worker /// CHECK-START-ARM64: void SimdFloat.add(float) loop_optimization (after) 34*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecLoad loop:<<Loop:B\d+>> outer_loop:none 35*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecAdd loop:<<Loop>> outer_loop:none 36*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecStore loop:<<Loop>> outer_loop:none add(float x)37*795d594fSAndroid Build Coastguard Worker static void add(float x) { 38*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) 39*795d594fSAndroid Build Coastguard Worker a[i] += x; 40*795d594fSAndroid Build Coastguard Worker } 41*795d594fSAndroid Build Coastguard Worker 42*795d594fSAndroid Build Coastguard Worker /// CHECK-START: void SimdFloat.sub(float) loop_optimization (before) 43*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none 44*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArraySet loop:<<Loop>> outer_loop:none 45*795d594fSAndroid Build Coastguard Worker // 46*795d594fSAndroid Build Coastguard Worker /// CHECK-START-ARM64: void SimdFloat.sub(float) loop_optimization (after) 47*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecLoad loop:<<Loop:B\d+>> outer_loop:none 48*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecSub loop:<<Loop>> outer_loop:none 49*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecStore loop:<<Loop>> outer_loop:none sub(float x)50*795d594fSAndroid Build Coastguard Worker static void sub(float x) { 51*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) 52*795d594fSAndroid Build Coastguard Worker a[i] -= x; 53*795d594fSAndroid Build Coastguard Worker } 54*795d594fSAndroid Build Coastguard Worker 55*795d594fSAndroid Build Coastguard Worker /// CHECK-START: void SimdFloat.mul(float) loop_optimization (before) 56*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none 57*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArraySet loop:<<Loop>> outer_loop:none 58*795d594fSAndroid Build Coastguard Worker // 59*795d594fSAndroid Build Coastguard Worker /// CHECK-START-ARM64: void SimdFloat.mul(float) loop_optimization (after) 60*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecLoad loop:<<Loop:B\d+>> outer_loop:none 61*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecMul loop:<<Loop>> outer_loop:none 62*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecStore loop:<<Loop>> outer_loop:none mul(float x)63*795d594fSAndroid Build Coastguard Worker static void mul(float x) { 64*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) 65*795d594fSAndroid Build Coastguard Worker a[i] *= x; 66*795d594fSAndroid Build Coastguard Worker } 67*795d594fSAndroid Build Coastguard Worker 68*795d594fSAndroid Build Coastguard Worker /// CHECK-START: void SimdFloat.div(float) loop_optimization (before) 69*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none 70*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArraySet loop:<<Loop>> outer_loop:none 71*795d594fSAndroid Build Coastguard Worker // 72*795d594fSAndroid Build Coastguard Worker /// CHECK-START-ARM64: void SimdFloat.div(float) loop_optimization (after) 73*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecLoad loop:<<Loop:B\d+>> outer_loop:none 74*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecDiv loop:<<Loop>> outer_loop:none 75*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecStore loop:<<Loop>> outer_loop:none div(float x)76*795d594fSAndroid Build Coastguard Worker static void div(float x) { 77*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) 78*795d594fSAndroid Build Coastguard Worker a[i] /= x; 79*795d594fSAndroid Build Coastguard Worker } 80*795d594fSAndroid Build Coastguard Worker 81*795d594fSAndroid Build Coastguard Worker /// CHECK-START: void SimdFloat.neg() loop_optimization (before) 82*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none 83*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArraySet loop:<<Loop>> outer_loop:none 84*795d594fSAndroid Build Coastguard Worker // 85*795d594fSAndroid Build Coastguard Worker /// CHECK-START-ARM64: void SimdFloat.neg() loop_optimization (after) 86*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecLoad loop:<<Loop:B\d+>> outer_loop:none 87*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecNeg loop:<<Loop>> outer_loop:none 88*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecStore loop:<<Loop>> outer_loop:none neg()89*795d594fSAndroid Build Coastguard Worker static void neg() { 90*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) 91*795d594fSAndroid Build Coastguard Worker a[i] = -a[i]; 92*795d594fSAndroid Build Coastguard Worker } 93*795d594fSAndroid Build Coastguard Worker 94*795d594fSAndroid Build Coastguard Worker /// CHECK-START: void SimdFloat.abs() loop_optimization (before) 95*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none 96*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArraySet loop:<<Loop>> outer_loop:none 97*795d594fSAndroid Build Coastguard Worker // 98*795d594fSAndroid Build Coastguard Worker /// CHECK-START-ARM64: void SimdFloat.abs() loop_optimization (after) 99*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecLoad loop:<<Loop:B\d+>> outer_loop:none 100*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecAbs loop:<<Loop>> outer_loop:none 101*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecStore loop:<<Loop>> outer_loop:none abs()102*795d594fSAndroid Build Coastguard Worker static void abs() { 103*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) 104*795d594fSAndroid Build Coastguard Worker a[i] = Math.abs(a[i]); 105*795d594fSAndroid Build Coastguard Worker } 106*795d594fSAndroid Build Coastguard Worker 107*795d594fSAndroid Build Coastguard Worker /// CHECK-START: void SimdFloat.conv(int[]) loop_optimization (before) 108*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArrayGet loop:<<Loop:B\d+>> outer_loop:none 109*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: ArraySet loop:<<Loop>> outer_loop:none 110*795d594fSAndroid Build Coastguard Worker // 111*795d594fSAndroid Build Coastguard Worker /// CHECK-START-ARM64: void SimdFloat.conv(int[]) loop_optimization (after) 112*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecLoad loop:<<Loop:B\d+>> outer_loop:none 113*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecCnv loop:<<Loop>> outer_loop:none 114*795d594fSAndroid Build Coastguard Worker /// CHECK-DAG: VecStore loop:<<Loop>> outer_loop:none conv(int[] b)115*795d594fSAndroid Build Coastguard Worker static void conv(int[] b) { 116*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) 117*795d594fSAndroid Build Coastguard Worker a[i] = b[i]; 118*795d594fSAndroid Build Coastguard Worker } 119*795d594fSAndroid Build Coastguard Worker 120*795d594fSAndroid Build Coastguard Worker // 121*795d594fSAndroid Build Coastguard Worker // Loop bounds. 122*795d594fSAndroid Build Coastguard Worker // 123*795d594fSAndroid Build Coastguard Worker bounds()124*795d594fSAndroid Build Coastguard Worker static void bounds() { 125*795d594fSAndroid Build Coastguard Worker for (int i = 1; i < 127; i++) 126*795d594fSAndroid Build Coastguard Worker a[i] += 11; 127*795d594fSAndroid Build Coastguard Worker } 128*795d594fSAndroid Build Coastguard Worker 129*795d594fSAndroid Build Coastguard Worker // 130*795d594fSAndroid Build Coastguard Worker // Test Driver. 131*795d594fSAndroid Build Coastguard Worker // 132*795d594fSAndroid Build Coastguard Worker main()133*795d594fSAndroid Build Coastguard Worker public static void main() { 134*795d594fSAndroid Build Coastguard Worker // Set up. 135*795d594fSAndroid Build Coastguard Worker a = new float[128]; 136*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) { 137*795d594fSAndroid Build Coastguard Worker a[i] = i; 138*795d594fSAndroid Build Coastguard Worker } 139*795d594fSAndroid Build Coastguard Worker // Arithmetic operations. 140*795d594fSAndroid Build Coastguard Worker add(2.0f); 141*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) { 142*795d594fSAndroid Build Coastguard Worker expectEquals(i + 2, a[i], "add"); 143*795d594fSAndroid Build Coastguard Worker } 144*795d594fSAndroid Build Coastguard Worker sub(2.0f); 145*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) { 146*795d594fSAndroid Build Coastguard Worker expectEquals(i, a[i], "sub"); 147*795d594fSAndroid Build Coastguard Worker } 148*795d594fSAndroid Build Coastguard Worker mul(2.0f); 149*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) { 150*795d594fSAndroid Build Coastguard Worker expectEquals(i + i, a[i], "mul"); 151*795d594fSAndroid Build Coastguard Worker } 152*795d594fSAndroid Build Coastguard Worker div(2.0f); 153*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) { 154*795d594fSAndroid Build Coastguard Worker expectEquals(i, a[i], "div"); 155*795d594fSAndroid Build Coastguard Worker } 156*795d594fSAndroid Build Coastguard Worker neg(); 157*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) { 158*795d594fSAndroid Build Coastguard Worker expectEquals(-i, a[i], "neg"); 159*795d594fSAndroid Build Coastguard Worker } 160*795d594fSAndroid Build Coastguard Worker // Loop bounds. 161*795d594fSAndroid Build Coastguard Worker bounds(); 162*795d594fSAndroid Build Coastguard Worker expectEquals(0, a[0], "bounds0"); 163*795d594fSAndroid Build Coastguard Worker for (int i = 1; i < 127; i++) { 164*795d594fSAndroid Build Coastguard Worker expectEquals(11 - i, a[i], "bounds"); 165*795d594fSAndroid Build Coastguard Worker } 166*795d594fSAndroid Build Coastguard Worker expectEquals(-127, a[127], "bounds127"); 167*795d594fSAndroid Build Coastguard Worker // Abs. 168*795d594fSAndroid Build Coastguard Worker abs(); 169*795d594fSAndroid Build Coastguard Worker expectEquals(0, a[0], "abs0"); 170*795d594fSAndroid Build Coastguard Worker for (int i = 1; i <= 11; i++) { 171*795d594fSAndroid Build Coastguard Worker expectEquals(11 - i, a[i], "abs_lo"); 172*795d594fSAndroid Build Coastguard Worker } 173*795d594fSAndroid Build Coastguard Worker for (int i = 12; i < 127; i++) { 174*795d594fSAndroid Build Coastguard Worker expectEquals(i - 11, a[i], "abs_hi"); 175*795d594fSAndroid Build Coastguard Worker } 176*795d594fSAndroid Build Coastguard Worker expectEquals(127, a[127], "abs127"); 177*795d594fSAndroid Build Coastguard Worker // Conversion. 178*795d594fSAndroid Build Coastguard Worker int[] b = new int[128]; 179*795d594fSAndroid Build Coastguard Worker for (int i = 0; i < 128; i++) { 180*795d594fSAndroid Build Coastguard Worker b[i] = 1000 * i; 181*795d594fSAndroid Build Coastguard Worker } 182*795d594fSAndroid Build Coastguard Worker conv(b); 183*795d594fSAndroid Build Coastguard Worker for (int i = 1; i < 127; i++) { 184*795d594fSAndroid Build Coastguard Worker expectEquals(1000.0f * i, a[i], "conv"); 185*795d594fSAndroid Build Coastguard Worker } 186*795d594fSAndroid Build Coastguard Worker // Done. 187*795d594fSAndroid Build Coastguard Worker System.out.println("SimdFloat passed"); 188*795d594fSAndroid Build Coastguard Worker } 189*795d594fSAndroid Build Coastguard Worker expectEquals(float expected, float result, String action)190*795d594fSAndroid Build Coastguard Worker private static void expectEquals(float expected, float result, String action) { 191*795d594fSAndroid Build Coastguard Worker if (expected != result) { 192*795d594fSAndroid Build Coastguard Worker throw new Error("Expected: " + expected + ", found: " + result + " for " + action); 193*795d594fSAndroid Build Coastguard Worker } 194*795d594fSAndroid Build Coastguard Worker } 195*795d594fSAndroid Build Coastguard Worker } 196