// Special Cases: // // - log2(+inf) = +inf // - log2(0) = -inf // - log2(x) = nan if x < 0 // - log2(nan) = nan const std = @import("../index.zig"); const math = std.math; const assert = std.debug.assert; const builtin = @import("builtin"); const TypeId = builtin.TypeId; pub fn log2(x: var) @typeOf(x) { const T = @typeOf(x); switch (@typeId(T)) { TypeId.FloatLiteral => { return @typeOf(1.0)(log2_64(x)); }, TypeId.Float => { return switch (T) { f32 => log2_32(x), f64 => log2_64(x), else => @compileError("log2 not implemented for " ++ @typeName(T)), }; }, TypeId.IntLiteral => comptime { var result = 0; var x_shifted = x; while (b: { x_shifted >>= 1; break :b x_shifted != 0; }) : (result += 1) {} return result; }, TypeId.Int => { return math.log2_int(T, x); }, else => @compileError("log2 not implemented for " ++ @typeName(T)), } } pub fn log2_32(x_: f32) f32 { const ivln2hi: f32 = 1.4428710938e+00; const ivln2lo: f32 = -1.7605285393e-04; const Lg1: f32 = 0xaaaaaa.0p-24; const Lg2: f32 = 0xccce13.0p-25; const Lg3: f32 = 0x91e9ee.0p-25; const Lg4: f32 = 0xf89e26.0p-26; var x = x_; var u = @bitCast(u32, x); var ix = u; var k: i32 = 0; // x < 2^(-126) if (ix < 0x00800000 or ix >> 31 != 0) { // log(+-0) = -inf if (ix << 1 == 0) { return -math.inf(f32); } // log(-#) = nan if (ix >> 31 != 0) { return math.nan(f32); } k -= 25; x *= 0x1.0p25; ix = @bitCast(u32, x); } else if (ix >= 0x7F800000) { return x; } else if (ix == 0x3F800000) { return 0; } // x into [sqrt(2) / 2, sqrt(2)] ix += 0x3F800000 - 0x3F3504F3; k += i32(ix >> 23) - 0x7F; ix = (ix & 0x007FFFFF) + 0x3F3504F3; x = @bitCast(f32, ix); const f = x - 1.0; const s = f / (2.0 + f); const z = s * s; const w = z * z; const t1 = w * (Lg2 + w * Lg4); const t2 = z * (Lg1 + w * Lg3); const R = t2 + t1; const hfsq = 0.5 * f * f; var hi = f - hfsq; u = @bitCast(u32, hi); u &= 0xFFFFF000; hi = @bitCast(f32, u); const lo = f - hi - hfsq + s * (hfsq + R); return (lo + hi) * ivln2lo + lo * ivln2hi + hi * ivln2hi + f32(k); } pub fn log2_64(x_: f64) f64 { const ivln2hi: f64 = 1.44269504072144627571e+00; const ivln2lo: f64 = 1.67517131648865118353e-10; const Lg1: f64 = 6.666666666666735130e-01; const Lg2: f64 = 3.999999999940941908e-01; const Lg3: f64 = 2.857142874366239149e-01; const Lg4: f64 = 2.222219843214978396e-01; const Lg5: f64 = 1.818357216161805012e-01; const Lg6: f64 = 1.531383769920937332e-01; const Lg7: f64 = 1.479819860511658591e-01; var x = x_; var ix = @bitCast(u64, x); var hx = u32(ix >> 32); var k: i32 = 0; if (hx < 0x00100000 or hx >> 31 != 0) { // log(+-0) = -inf if (ix << 1 == 0) { return -math.inf(f64); } // log(-#) = nan if (hx >> 31 != 0) { return math.nan(f64); } // subnormal, scale x k -= 54; x *= 0x1.0p54; hx = u32(@bitCast(u64, x) >> 32); } else if (hx >= 0x7FF00000) { return x; } else if (hx == 0x3FF00000 and ix << 32 == 0) { return 0; } // x into [sqrt(2) / 2, sqrt(2)] hx += 0x3FF00000 - 0x3FE6A09E; k += i32(hx >> 20) - 0x3FF; hx = (hx & 0x000FFFFF) + 0x3FE6A09E; ix = (u64(hx) << 32) | (ix & 0xFFFFFFFF); x = @bitCast(f64, ix); const f = x - 1.0; const hfsq = 0.5 * f * f; const s = f / (2.0 + f); const z = s * s; const w = z * z; const t1 = w * (Lg2 + w * (Lg4 + w * Lg6)); const t2 = z * (Lg1 + w * (Lg3 + w * (Lg5 + w * Lg7))); const R = t2 + t1; // hi + lo = f - hfsq + s * (hfsq + R) ~ log(1 + f) var hi = f - hfsq; var hii = @bitCast(u64, hi); hii &= u64(@maxValue(u64)) << 32; hi = @bitCast(f64, hii); const lo = f - hi - hfsq + s * (hfsq + R); var val_hi = hi * ivln2hi; var val_lo = (lo + hi) * ivln2lo + lo * ivln2hi; // spadd(val_hi, val_lo, y) const y = f64(k); const ww = y + val_hi; val_lo += (y - ww) + val_hi; val_hi = ww; return val_lo + val_hi; } test "math.log2" { assert(log2(f32(0.2)) == log2_32(0.2)); assert(log2(f64(0.2)) == log2_64(0.2)); } test "math.log2_32" { const epsilon = 0.000001; assert(math.approxEq(f32, log2_32(0.2), -2.321928, epsilon)); assert(math.approxEq(f32, log2_32(0.8923), -0.164399, epsilon)); assert(math.approxEq(f32, log2_32(1.5), 0.584962, epsilon)); assert(math.approxEq(f32, log2_32(37.45), 5.226894, epsilon)); assert(math.approxEq(f32, log2_32(123123.234375), 16.909744, epsilon)); } test "math.log2_64" { const epsilon = 0.000001; assert(math.approxEq(f64, log2_64(0.2), -2.321928, epsilon)); assert(math.approxEq(f64, log2_64(0.8923), -0.164399, epsilon)); assert(math.approxEq(f64, log2_64(1.5), 0.584962, epsilon)); assert(math.approxEq(f64, log2_64(37.45), 5.226894, epsilon)); assert(math.approxEq(f64, log2_64(123123.234375), 16.909744, epsilon)); } test "math.log2_32.special" { assert(math.isPositiveInf(log2_32(math.inf(f32)))); assert(math.isNegativeInf(log2_32(0.0))); assert(math.isNan(log2_32(-1.0))); assert(math.isNan(log2_32(math.nan(f32)))); } test "math.log2_64.special" { assert(math.isPositiveInf(log2_64(math.inf(f64)))); assert(math.isNegativeInf(log2_64(0.0))); assert(math.isNan(log2_64(-1.0))); assert(math.isNan(log2_64(math.nan(f64)))); }