1 | //===-- Implementation of expk function ----------------------------------===// |
2 | // |
3 | // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
4 | // See https://llvm.org/LICENSE.txt for license information. |
5 | // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
6 | // |
7 | //===----------------------------------------------------------------------===// |
8 | |
9 | #include "expk.h" |
10 | #include "src/__support/CPP/bit.h" |
11 | #include "src/__support/common.h" |
12 | #include "src/__support/fixed_point/fx_bits.h" |
13 | |
14 | namespace LIBC_NAMESPACE { |
15 | |
16 | namespace { |
17 | |
18 | // Look up tables for exp(hi) and exp(mid). |
19 | // Generated with Sollya: |
20 | // > for i from 0 to 23 do { |
21 | // hi = i - 11; |
22 | // e_hi = nearestint(exp(hi) * 2^15) * 2^-15; |
23 | // print(e_hi, "k,"); |
24 | // }; |
25 | static constexpr accum EXP_HI[24] = { |
26 | 0x1p-15k, 0x1p-15k, 0x1p-13k, 0x1.6p-12k, |
27 | 0x1.ep-11k, 0x1.44p-9k, 0x1.bap-8k, 0x1.2cp-6k, |
28 | 0x1.97cp-5k, 0x1.153p-3k, 0x1.78b8p-2k, 0x1p0k, |
29 | 0x1.5bf1p1k, 0x1.d8e68p2k, 0x1.415e6p4k, 0x1.b4c9p5k, |
30 | 0x1.28d388p7k, 0x1.936dc6p8k, 0x1.1228858p10k, 0x1.749ea7cp11k, |
31 | 0x1.fa7157cp12k, 0x1.5829dcf8p14k, 0x1.d3c4489p15k, ACCUM_MAX, |
32 | }; |
33 | |
34 | // Generated with Sollya: |
35 | // > for i from 0 to 15 do { |
36 | // m = i/16 - 0.0625; |
37 | // e_m = nearestint(exp(m) * 2^15) * 2^-15; |
38 | // print(e_m, "k,"); |
39 | // }; |
40 | static constexpr accum EXP_MID[16] = { |
41 | 0x1.e0fcp-1k, 0x1p0k, 0x1.1082p0k, 0x1.2216p0k, |
42 | 0x1.34ccp0k, 0x1.48b6p0k, 0x1.5deap0k, 0x1.747ap0k, |
43 | 0x1.8c8p0k, 0x1.a612p0k, 0x1.c14cp0k, 0x1.de46p0k, |
44 | 0x1.fd1ep0k, 0x1.0efap1k, 0x1.2074p1k, 0x1.330ep1k, |
45 | }; |
46 | |
47 | } // anonymous namespace |
48 | |
49 | LLVM_LIBC_FUNCTION(accum, expk, (accum x)) { |
50 | using FXRep = fixed_point::FXRep<accum>; |
51 | using StorageType = typename FXRep::StorageType; |
52 | // Output overflow |
53 | // > floor(log(2^16) * 2^15) * 2^-15 |
54 | if (LIBC_UNLIKELY(x >= 0x1.62e4p3k)) |
55 | return FXRep::MAX(); |
56 | // Lower bound where exp(x) -> 0: |
57 | // floor(log(2^-16) * 2^15) * 2^-15 |
58 | if (LIBC_UNLIKELY(x <= -0x1.62e44p3k)) |
59 | return FXRep::ZERO(); |
60 | |
61 | // Current range of x: |
62 | // -0x1.62e4p3 <= x <= 0x1.62e3cp3 |
63 | // Range reduction: |
64 | // x = hi + mid + lo, |
65 | // where: |
66 | // hi is an integer |
67 | // mid * 2^4 is an integer |
68 | // |lo| <= 2^-5. |
69 | // Then exp(x) = exp(hi + mid + lo) = exp(hi) * exp(mid) * exp(lo) |
70 | // ~ exp(hi) * exp(mid) * (1 + lo + lo^2 / 2) |
71 | // with relative errors < |lo|^3/2 <= 2^-16. |
72 | // exp(hi) and exp(mid) are extracted from small lookup tables. |
73 | |
74 | // Round-to-nearest 1/16, tie-to-(+Int): |
75 | constexpr accum ONE_THIRTY_SECOND = 0x1.0p-5k; |
76 | // x_rounded = floor(x + 1/16). |
77 | accum x_rounded = ((x + ONE_THIRTY_SECOND) >> (FXRep::FRACTION_LEN - 4)) |
78 | << (FXRep::FRACTION_LEN - 4); |
79 | accum lo = x - x_rounded; |
80 | |
81 | // Range of x_rounded: |
82 | // x_rounded >= floor((-0x1.62e4p3 + 0x1.0p-5) * 2^4) * 2^-4 |
83 | // = -0x1.62p3 = -11.0625 |
84 | // To get the indices, we shift the values so that it start with 0. |
85 | // Range of indices: 0 <= indices <= 355. |
86 | StorageType indices = cpp::bit_cast<StorageType>((x_rounded + 0x1.62p3k) >> |
87 | (FXRep::FRACTION_LEN - 4)); |
88 | // So we have the following relation: |
89 | // indices = (hi + mid + 177/16) * 16 |
90 | // That implies: |
91 | // hi + mid = indices/16 - 11.0625 |
92 | // So for lookup tables, we can use the upper 4 bits to get: |
93 | // exp( floor(indices / 16) - 11 ) |
94 | // and lower 4 bits for: |
95 | // exp( (indices - floor(indices)) - 0.0625 ) |
96 | accum exp_hi = EXP_HI[indices >> 4]; |
97 | accum exp_mid = EXP_MID[indices & 0xf]; |
98 | // exp(x) ~ exp(hi) * exp(mid) * (1 + lo); |
99 | accum l1 = 0x1.0p0k + (lo >> 1); // = 1 + lo / 2 |
100 | accum l2 = 0x1.0p0k + lo * l1; // = 1 + lo * (1 + lo / 2) = 1 + lo + lo^2/2 |
101 | return (exp_hi * (exp_mid * l2)); |
102 | } |
103 | |
104 | } // namespace LIBC_NAMESPACE |
105 | |