xref: /aosp_15_r20/external/XNNPACK/src/math/exp.sollya (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
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