[libc-commits] [libc] [libc] Optimize BigInt→decimal in IntegerToString (PR #123580)
via libc-commits
libc-commits at lists.llvm.org
Tue Jan 21 07:01:23 PST 2025
================
@@ -164,6 +164,168 @@ template <size_t radix> using Custom = details::Fmt<radix>;
} // namespace radix
+// Extract the low-order decimal digit from a value of integer type T. The
+// returned value is the digit itself, from 0 to 9. The input value is passed
+// by reference, and modified by dividing by 10, so that iterating this
+// function extracts all the digits of the original number one at a time from
+// low to high.
+template <typename T, cpp::enable_if_t<cpp::is_integral_v<T>, int> = 0>
+LIBC_INLINE uint8_t extract_decimal_digit(T &value) {
+ const uint8_t digit(static_cast<uint8_t>(value % 10));
+ // For built-in integer types, we assume that an adequately fast division is
+ // available. If hardware division isn't implemented, then with a divisor
+ // known at compile time the compiler might be able to generate an optimized
+ // sequence instead.
+ value /= 10;
+ return digit;
+}
+
+// A specialization of extract_decimal_digit for the BigInt type in big_int.h,
+// avoiding the use of general-purpose BigInt division which is very slow.
+template <typename T, cpp::enable_if_t<is_big_int_v<T>, int> = 0>
+LIBC_INLINE uint8_t extract_decimal_digit(T &value) {
+ // There are two essential ways you can turn n into (n/10,n%10). One is
+ // ordinary integer division. The other is a modular-arithmetic approach in
+ // which you first compute n%10 by bit twiddling, then subtract it off to get
+ // a value that is definitely a multiple of 10. Then you divide that by 10 in
+ // two steps: shift right to divide off a factor of 2, and then divide off a
+ // factor of 5 by multiplying by the modular inverse of 5 mod 2^BITS. (That
+ // last step only works if you know there's no remainder, which is why you
+ // had to subtract off the output digit first.)
+ //
+ // Either approach can be made to work in linear time. This code uses the
+ // modular-arithmetic technique, because the other approach either does a lot
+ // of integer divisions (requiring a fast hardware divider), or else uses a
+ // "multiply by an approximation to the reciprocal" technique which depends
+ // on careful error analysis which might go wrong in an untested edge case.
+
+ using Word = typename T::word_type;
+
+ // Find the remainder (value % 10). We do this by breaking up the input
+ // integer into chunks of size WORD_SIZE/2, so that the sum of them doesn't
+ // overflow a Word. Then we sum all the half-words times 6, except the bottom
+ // one, which is added to that sum without scaling.
+ //
+ // Why 6? Because you can imagine that the original number had the form
+ //
+ // halfwords[0] + K*halfwords[1] + K^2*halfwords[2] + ...
+ //
+ // where K = 2^(WORD_SIZE/2). Since WORD_SIZE is expected to be a multiple of
+ // 8, that makes WORD_SIZE/2 a multiple of 4, so that K is a power of 16. And
+ // all powers of 16 (larger than 1) are congruent to 6 mod 10, by induction:
+ // 16 itself is, and 6^2=36 is also congruent to 6.
+ Word acc_remainder = 0;
+ const Word HALFWORD_BITS = T::WORD_SIZE / 2;
+ const Word HALFWORD_MASK = ((Word(1) << HALFWORD_BITS) - 1);
+ // Sum both halves of all words except the low one.
+ for (size_t i = 1; i < T::WORD_COUNT; i++) {
+ acc_remainder += value.val[i] >> HALFWORD_BITS;
+ acc_remainder += value.val[i] & HALFWORD_MASK;
+ }
+ // Add the high half of the low word. Then we have everything that needs to
+ // be multiplied by 6, so do that.
+ acc_remainder += value.val[0] >> HALFWORD_BITS;
+ acc_remainder *= 6;
+ // Having multiplied it by 6, add the lowest half-word, and then reduce mod
+ // 10 by normal integer division to finish.
+ acc_remainder += value.val[0] & HALFWORD_MASK;
+ uint8_t digit = acc_remainder % 10;
+
+ // Now we have the output digit. Subtract it from the input value, and shift
+ // right to divide by 2.
+ value -= digit;
+ value >>= 1;
+
+ // Now all that's left is to multiply by the inverse of 5 mod 2^BITS. No
+ // matter what the value of BITS, the inverse of 5 has the very convenient
+ // form 0xCCCC...CCCD, with as many C hex digits in the middle as necessary.
+ //
+ // We could construct a second BigInt with all words 0xCCCCCCCCCCCCCCCC,
+ // increment the bottom word, and call a general-purpose multiply function.
+ // But we can do better, by taking advantage of the regularity: we can do
+ // this particular operation in linear time, whereas a general multiplier
+ // would take superlinear time (quadratic in small cases).
+ //
+ // To begin with, instead of computing n*0xCCCC...CCCD, we'll compute
+ // n*0xCCCC...CCCC and then add it to the original n. Then all the words of
+ // the multiplier have the same value 0xCCCCCCCCCCCCCCCC, which I'll just
+ // denote as C. If we also write t = 2^WORD_SIZE, and imagine (as an example)
+ // that the input number has three words x,y,z with x being the low word,
+ // then we're computing
+ //
+ // (x + y t + z t^2) * (C + C t + C t^2)
+ //
+ // = x C + y C t + z C t^2
+ // + x C t + y C t^2 + z C t^3
+ // + x C t^2 + y C t^3 + z C t^4
+ //
+ // but we're working mod t^3, so the high-order terms vanish and this becomes
+ //
+ // x C + y C t + z C t^2
+ // + x C t + y C t^2
+ // + x C t^2
+ //
+ // = x C + (x+y) C t + (x+y+z) C t^2
+ //
+ // So all you have to do is to work from the low word of the integer upwards,
+ // accumulating C times the sum of all the words you've seen so far to get
+ // x*C, (x+y)*C, (x+y+z)*C and so on. In each step you add another product to
+ // the accumulator, and add the accumulator to the corresponding word of the
+ // original number (so that we end up with value*CCCD, not just value*CCCC).
+ //
+ // If you do that literally, then your accumulator has to be three words
+ // wide, because the sum of words can overflow into a second word, and
+ // multiplying by C adds another word. But we can do slightly better by
+ // breaking each product word*C up into a bottom half and a top half. If we
+ // write x*C = xl + xh*t, and similarly for y and z, then our sum becomes
+ //
+ // (xl + xh t) + (yl + yh t) t + (zl + zh t) t^2
+ // + (xl + xh t) t + (yl + yh t) t^2
+ // + (xl + xh t) t^2
+ //
+ // and if you expand out again, collect terms, and discard t^3 terms, you get
+ //
+ // (xl)
+ // + (xl + xh + yl) t
+ // + (xl + xh + yl + yh + zl) t^2
+ //
+ // in which each coefficient is the sum of all the low words of the products
+ // up to _and including_ the current word, plus all the high words up to but
+ // _not_ including the current word. So now you only have to retain two words
+ // of sum instead of three.
+ //
+ // We do this entire procedure in a single in-place pass over the input
+ // number, reading each word to make its product with C and then adding the
+ // low word of the accumulator to it.
+ const Word C = (Word(0) - 1) / 5 * 4; // calculate 0xCCCC as 4/5 of 0xFFFF
----------------
lntue wrote:
`constexpr`?
Also will this expression have issues with integer promotion when `Word` is smaller than 32 bits?
https://github.com/llvm/llvm-project/pull/123580
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