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authorSzabolcs Nagy <szabolcs.nagy@arm.com>2018-06-05 16:15:27 +0100
committerSzabolcs Nagy <szabolcs.nagy@arm.com>2018-06-06 16:17:19 +0100
commitd69e504577169c5f75803f1b97a42822898a78b3 (patch)
tree6196f61c3386e50ad8257d6a1f21c90ef39dddb8 /math/log2.c
parenta7711a35d57cae0c9fcf0cd61903bbf4701240cf (diff)
downloadarm-optimized-routines-d69e504577169c5f75803f1b97a42822898a78b3.tar.gz
Add new log2 implementation
Similar algorithm is used as in log, but there are more operations (and more error) due to the 1/ln2 multiplier. There is separate code path when fma instruction is not available for computing x/c - 1 precisely, for which the table size is doubled, and to compute (x/c - 1)/ln2 precisely. The worst case error is 0.547 ULP (0.55 without fma), the read only global data size is 1168 bytes (2192 without fma). The non-nearest rounding error is less than 1 ULP. Improvements on Cortex-A72 compared to current glibc master: log latency: 2.04x log thruput: 1.87x
Diffstat (limited to 'math/log2.c')
-rw-r--r--math/log2.c144
1 files changed, 144 insertions, 0 deletions
diff --git a/math/log2.c b/math/log2.c
new file mode 100644
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+++ b/math/log2.c
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+/*
+ * Double-precision log2(x) function.
+ *
+ * Copyright (c) 2018, Arm Limited.
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include <math.h>
+#include <stdint.h>
+#include "math_config.h"
+
+#define T __log2_data.tab
+#define T2 __log2_data.tab2
+#define B __log2_data.poly1
+#define A __log2_data.poly
+#define InvLn2hi __log2_data.invln2hi
+#define InvLn2lo __log2_data.invln2lo
+#define N (1 << LOG2_TABLE_BITS)
+#define OFF 0x3fe6000000000000
+
+static inline uint32_t
+top16 (double x)
+{
+ return asuint64 (x) >> 48;
+}
+
+double
+log2 (double x)
+{
+ /* double_t for better performance on targets with FLT_EVAL_METHOD==2. */
+ double_t z, r, r2, r4, y, invc, logc, kd, hi, lo, t1, t2, t3, p;
+ uint64_t ix, iz, tmp;
+ uint32_t top;
+ int k, i;
+
+ ix = asuint64 (x);
+ top = top16 (x);
+
+#if LOG2_POLY1_ORDER == 11
+# define LO asuint64 (1.0 - 0x1.5b51p-5)
+# define HI asuint64 (1.0 + 0x1.6ab2p-5)
+#endif
+ if (unlikely (ix - LO < HI - LO))
+ {
+ /* Handle close to 1.0 inputs separately. */
+ /* Fix sign of zero with downward rounding when x==1. */
+ if (WANT_ROUNDING && unlikely (ix == asuint64 (1.0)))
+ return 0;
+ r = x - 1.0;
+#if HAVE_FAST_FMA
+ hi = r*InvLn2hi;
+ lo = r*InvLn2lo + fma (r, InvLn2hi, -hi);
+#else
+ double_t rhi, rlo;
+ rhi = asdouble (asuint64 (r) & -1ULL<<32);
+ rlo = r - rhi;
+ hi = rhi*InvLn2hi;
+ lo = rlo*InvLn2hi + r*InvLn2lo;
+#endif
+ r2 = r * r; /* rounding error: 0x1p-62. */
+ r4 = r2 * r2;
+#if LOG2_POLY1_ORDER == 11
+ /* Worst-case error is less than 0.54 ULP (0.55 ULP without fma). */
+ p = r2*(B[0] + r*B[1]);
+ y = hi + p;
+ lo += hi - y + p;
+ lo += r4*(B[2] + r*B[3] + r2*(B[4] + r*B[5])
+ + r4*(B[6] + r*B[7] + r2*(B[8] + r*B[9])));
+ y += lo;
+#endif
+ return y;
+ }
+ if (unlikely (top - 0x0010 >= 0x7ff0 - 0x0010))
+ {
+ /* x < 0x1p-1022 or inf or nan. */
+ if (ix * 2 == 0)
+ return __math_divzero (1);
+ if (ix == asuint64 (INFINITY)) /* log(inf) == inf. */
+ return x;
+ if ((top & 0x8000) || (top & 0x7ff0) == 0x7ff0)
+ return __math_invalid (x);
+ /* x is subnormal, normalize it. */
+ ix = asuint64 (x * 0x1p52);
+ ix -= 52ULL << 52;
+ }
+
+ /* x = 2^k z; where z is in range [OFF,2*OFF) and exact.
+ The range is split into N subintervals.
+ The ith subinterval contains z and c is near its center. */
+ tmp = ix - OFF;
+ i = (tmp >> (52 - LOG2_TABLE_BITS)) % N;
+ k = (int64_t) tmp >> 52; /* arithmetic shift */
+ iz = ix - (tmp & 0xfffULL << 52);
+ invc = T[i].invc;
+ logc = T[i].logc;
+ z = asdouble (iz);
+ kd = (double_t) k;
+
+ /* log2(x) = log2(z/c) + log2(c) + k. */
+ /* r ~= z/c - 1, |r| < 1/(2*N). */
+#if HAVE_FAST_FMA
+ /* rounding error: 0x1p-55/N. */
+ r = fma (z, invc, -1.0);
+ t1 = r*InvLn2hi;
+ t2 = r*InvLn2lo + fma (r, InvLn2hi, -t1);
+#else
+ double_t rhi, rlo;
+ /* rounding error: 0x1p-55/N + 0x1p-65. */
+ r = (z - T2[i].chi - T2[i].clo)*invc;
+ rhi = asdouble (asuint64 (r) & -1ULL << 32);
+ rlo = r - rhi;
+ t1 = rhi*InvLn2hi;
+ t2 = rlo*InvLn2hi + r*InvLn2lo;
+#endif
+
+ /* hi + lo = r/ln2 + log2(c) + k. */
+ t3 = kd + logc;
+ hi = t3 + t1;
+ lo = t3 - hi + t1 + t2;
+
+ /* log2(r+1) = r/ln2 + r^2*poly(r). */
+ /* Evaluation is optimized assuming superscalar pipelined execution. */
+ r2 = r * r; /* rounding error: 0x1p-54/N^2. */
+ r4 = r2 * r2;
+#if LOG2_POLY_ORDER == 7
+ /* Worst-case error if |y| > 0x1p-4: 0.547 ULP (0.550 ULP without fma).
+ ~ 0.5 + 2/N/ln2 + abs-poly-error*0x1p56 ULP (+ 0.003 ULP without fma). */
+ p = A[0] + r*A[1] + r2*(A[2] + r*A[3]) + r4*(A[4] + r*A[5]);
+ y = lo + r2*p + hi;
+#endif
+ return y;
+}