1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2019 Google LLC 2*4bdc9457SAndroid Build Coastguard Worker// 3*4bdc9457SAndroid Build Coastguard Worker// This source code is licensed under the BSD-style license found in the 4*4bdc9457SAndroid Build Coastguard Worker// LICENSE file in the root directory of this source tree. 5*4bdc9457SAndroid Build Coastguard Worker 6*4bdc9457SAndroid Build Coastguard Workerdisplay=hexadecimal !; 7*4bdc9457SAndroid Build Coastguard Workerprint("***IEEE FP32***"); 8*4bdc9457SAndroid Build Coastguard Workerprint("log2(e) =", round(log2(exp(1)), single, RN)); 9*4bdc9457SAndroid Build Coastguard Workerminus_ln2_hi = round(-log(2), single, RN); 10*4bdc9457SAndroid Build Coastguard Workerminus_ln2_lo = round(-log(2) - minus_ln2_hi, single, RN); 11*4bdc9457SAndroid Build Coastguard Workerprint("-log(2):hi =", minus_ln2_hi); 12*4bdc9457SAndroid Build Coastguard Workerprint("-log(2):lo =", minus_ln2_lo); 13*4bdc9457SAndroid Build Coastguard Worker 14*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/2, single, RN); 15*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/2, single, RN); 16*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/2 = ", lb); 17*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/2 =", ub); 18*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|1,2,3,4,5|], [|SG...|], [lb; ub], relative, 1); 19*4bdc9457SAndroid Build Coastguard Workerprint("Degree-5 P[exp(x)] with 1 constraint on [-log(2)/2, log(2)/2] =", horner(P)); 20*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 21*4bdc9457SAndroid Build Coastguard Worker 22*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/2, single, RN); 23*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/2, single, RN); 24*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/2 = ", lb); 25*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/2 =", ub); 26*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|2,3,4,5|], [|SG...|], [lb; ub], relative, 1+x); 27*4bdc9457SAndroid Build Coastguard Workerprint("Degree-5 P[exp(x)] with 1+x constraint on [-log(2)/2, log(2)/2] =", horner(P)); 28*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 29*4bdc9457SAndroid Build Coastguard Worker 30*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/8, single, RN); 31*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/8, single, RN); 32*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/8 =", lb); 33*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/8 =", ub); 34*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|2,3,4|], [|SG...|], [lb; ub], relative, 1+x); 35*4bdc9457SAndroid Build Coastguard Workerprint("Degree-4 P[exp(x)] with 1+x constraint on [-log(2)/8, log(2)/8] =", horner(P)); 36*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 37*4bdc9457SAndroid Build Coastguard Worker 38*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/16, single, RN); 39*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/16, single, RN); 40*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/16 =", lb); 41*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/16 =", ub); 42*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|1,2,3,4|], [|SG...|], [lb; ub], relative, 1); 43*4bdc9457SAndroid Build Coastguard Workerprint("Degree-4 P[exp(x)] with 1 constraint on [-log(2)/16, log(2)/16] =", horner(P)); 44*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 45*4bdc9457SAndroid Build Coastguard Worker 46*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/16, single, RN); 47*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/16, single, RN); 48*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/16 =", lb); 49*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/16 =", ub); 50*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|2,3,4|], [|SG...|], [lb; ub], relative, 1+x); 51*4bdc9457SAndroid Build Coastguard Workerprint("Degree-4 P[exp(x)] with 1+x constraint on [-log(2)/16, log(2)/16] =", horner(P)); 52*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 53*4bdc9457SAndroid Build Coastguard Worker 54*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/16, single, RN); 55*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/16, single, RN); 56*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/16 =", lb); 57*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/16 =", ub); 58*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|1,2,3|], [|SG...|], [lb; ub], relative, 1); 59*4bdc9457SAndroid Build Coastguard Workerprint("Degree-3 P[exp(x)] with 1 constraint on [-log(2)/16, log(2)/16] =", horner(P)); 60*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 61*4bdc9457SAndroid Build Coastguard Worker 62*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/16, single, RN); 63*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/16, single, RN); 64*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/16 =", lb); 65*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/16 =", ub); 66*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|2,3|], [|SG...|], [lb; ub], relative, 1+x); 67*4bdc9457SAndroid Build Coastguard Workerprint("Degree-3 P[exp(x)] with 1+x constraint on [-log(2)/16, log(2)/16] =", horner(P)); 68*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 69*4bdc9457SAndroid Build Coastguard Worker 70*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/32, single, RN); 71*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/32, single, RN); 72*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/32 =", lb); 73*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/32 =", ub); 74*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|2,3|], [|SG...|], [lb; ub], relative, 1+x); 75*4bdc9457SAndroid Build Coastguard Workerprint("Degree-3 P[exp(x)] with 1+x constraint on [-log(2)/32, log(2)/32] =", horner(P)); 76*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 77*4bdc9457SAndroid Build Coastguard Worker 78*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/64, single, RN); 79*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/64, single, RN); 80*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/64 =", lb); 81*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/64 =", ub); 82*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|1,2|], [|SG...|], [lb; ub], relative, 1); 83*4bdc9457SAndroid Build Coastguard Workerprint("Degree-2 P[exp(x)] with 1+x constraint on [-log(2)/64, log(2)/64] =", horner(P)); 84*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 85*4bdc9457SAndroid Build Coastguard Worker 86*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/128, single, RN); 87*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/128, single, RN); 88*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/128 =", lb); 89*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/128 =", ub); 90*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|1,2|], [|SG...|], [lb; ub], relative, 1); 91*4bdc9457SAndroid Build Coastguard Workerprint("Degree-2 P[exp(x)] with 1 constraint on [-log(2)/128, log(2)/128] =", horner(P)); 92*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 93*4bdc9457SAndroid Build Coastguard Worker 94*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/128, single, RN); 95*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/128, single, RN); 96*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/128 =", lb); 97*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/128 =", ub); 98*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|2|], [|SG...|], [lb; ub], relative, 1+x); 99*4bdc9457SAndroid Build Coastguard Workerprint("Degree-2 P[exp(x)] with 1+x constraint on [-log(2)/128, log(2)/128] =", horner(P)); 100*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 101*4bdc9457SAndroid Build Coastguard Worker 102*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/2048, single, RN); 103*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/2048, single, RN); 104*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/2048 =", lb); 105*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/2048 =", ub); 106*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|0,1|], [|SG...|], [lb; ub], relative); 107*4bdc9457SAndroid Build Coastguard Workerprint("Degree-1 P[exp(x)] with 1 constraint on [-log(2)/2048, log(2)/2048] =", horner(P)); 108*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), single, RU)); 109*4bdc9457SAndroid Build Coastguard Worker 110*4bdc9457SAndroid Build Coastguard Workerprint("***IEEE FP16***"); 111*4bdc9457SAndroid Build Coastguard Workerprint("log2(e) =", round(log2(exp(1)), halfprecision, RN)); 112*4bdc9457SAndroid Build Coastguard Workerminus_ln2_hi = round(-log(2), halfprecision, RN); 113*4bdc9457SAndroid Build Coastguard Workerminus_ln2_lo = round(-log(2) - minus_ln2_hi, halfprecision, RN); 114*4bdc9457SAndroid Build Coastguard Workerprint("-log(2):hi =", minus_ln2_hi); 115*4bdc9457SAndroid Build Coastguard Workerprint("-log(2):lo =", minus_ln2_lo); 116*4bdc9457SAndroid Build Coastguard Worker 117*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/2, halfprecision, RN); 118*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/2, halfprecision, RN); 119*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/2 = ", lb); 120*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/2 =", ub); 121*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|1,2|], [|HP...|], [lb; ub], relative, 1); 122*4bdc9457SAndroid Build Coastguard Workerprint("Degree-2 P[exp(x)] with 1 constraint on [-log(2)/2, log(2)/2] =", horner(P)); 123*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), halfprecision, RU)); 124*4bdc9457SAndroid Build Coastguard Worker 125*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/2, halfprecision, RN); 126*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/2, halfprecision, RN); 127*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/2 = ", lb); 128*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/2 =", ub); 129*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|1,2,3|], [|HP...|], [lb; ub], relative, 1); 130*4bdc9457SAndroid Build Coastguard Workerprint("Degree-3 P[exp(x)] with 1 constraint on [-log(2)/2, log(2)/2] =", horner(P)); 131*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), halfprecision, RU)); 132*4bdc9457SAndroid Build Coastguard Worker 133*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/2, single, RN); 134*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/2, single, RN); 135*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/2 = ", lb); 136*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/2 =", ub); 137*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|1,2|], [|SG...|], [lb; ub], relative, 1); 138*4bdc9457SAndroid Build Coastguard Workerprint("Degree-2 P[exp(x)] with 1 constraint on [-log(2)/2, log(2)/2] =", horner(P)); 139*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), halfprecision, RU)); 140*4bdc9457SAndroid Build Coastguard Worker 141*4bdc9457SAndroid Build Coastguard Workerlb = round(-log(2)/2, single, RN); 142*4bdc9457SAndroid Build Coastguard Workerub = round(log(2)/2, single, RN); 143*4bdc9457SAndroid Build Coastguard Workerprint("-log(2)/2 = ", lb); 144*4bdc9457SAndroid Build Coastguard Workerprint("+log(2)/2 =", ub); 145*4bdc9457SAndroid Build Coastguard WorkerP = fpminimax(exp(x), [|1,2,3|], [|SG...|], [lb; ub], relative, 1); 146*4bdc9457SAndroid Build Coastguard Workerprint("Degree-3 P[exp(x)] with 1 constraint on [-log(2)/2, log(2)/2] =", horner(P)); 147*4bdc9457SAndroid Build Coastguard Workerprint("relative error =", round(dirtyinfnorm(P / exp(x) - 1, [lb; ub]), halfprecision, RU)); 148*4bdc9457SAndroid Build Coastguard Worker 149