// Special Cases: // // - ln(+inf) = +inf // - ln(0) = -inf // - ln(x) = nan if x < 0 // - ln(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 ln(x: var) @typeOf(x) { const T = @typeOf(x); switch (@typeId(T)) { TypeId.ComptimeFloat => { return @typeOf(1.0)(ln_64(x)); }, TypeId.Float => { return switch (T) { f32 => ln_32(x), f64 => ln_64(x), else => @compileError("ln not implemented for " ++ @typeName(T)), }; }, TypeId.ComptimeInt => { return @typeOf(1)(math.floor(ln_64(f64(x)))); }, TypeId.Int => { return T(math.floor(ln_64(f64(x)))); }, else => @compileError("ln not implemented for " ++ @typeName(T)), } } pub fn ln_32(x_: f32) f32 { @setFloatMode(this, @import("builtin").FloatMode.Strict); const ln2_hi: f32 = 6.9313812256e-01; const ln2_lo: f32 = 9.0580006145e-06; 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 ix = @bitCast(u32, x); 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); } // subnormal, scale x 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 += @intCast(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; const dk = @intToFloat(f32, k); return s * (hfsq + R) + dk * ln2_lo - hfsq + f + dk * ln2_hi; } pub fn ln_64(x_: f64) f64 { @setFloatMode(this, @import("builtin").FloatMode.Strict); const ln2_hi: f64 = 6.93147180369123816490e-01; const ln2_lo: f64 = 1.90821492927058770002e-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 = @intCast(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 = @intCast(u32, @bitCast(u64, ix) >> 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 += @intCast(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; const dk = @intToFloat(f64, k); return s * (hfsq + R) + dk * ln2_lo - hfsq + f + dk * ln2_hi; } test "math.ln" { assert(ln(f32(0.2)) == ln_32(0.2)); assert(ln(f64(0.2)) == ln_64(0.2)); } test "math.ln32" { const epsilon = 0.000001; assert(math.approxEq(f32, ln_32(0.2), -1.609438, epsilon)); assert(math.approxEq(f32, ln_32(0.8923), -0.113953, epsilon)); assert(math.approxEq(f32, ln_32(1.5), 0.405465, epsilon)); assert(math.approxEq(f32, ln_32(37.45), 3.623007, epsilon)); assert(math.approxEq(f32, ln_32(89.123), 4.490017, epsilon)); assert(math.approxEq(f32, ln_32(123123.234375), 11.720941, epsilon)); } test "math.ln64" { const epsilon = 0.000001; assert(math.approxEq(f64, ln_64(0.2), -1.609438, epsilon)); assert(math.approxEq(f64, ln_64(0.8923), -0.113953, epsilon)); assert(math.approxEq(f64, ln_64(1.5), 0.405465, epsilon)); assert(math.approxEq(f64, ln_64(37.45), 3.623007, epsilon)); assert(math.approxEq(f64, ln_64(89.123), 4.490017, epsilon)); assert(math.approxEq(f64, ln_64(123123.234375), 11.720941, epsilon)); } test "math.ln32.special" { assert(math.isPositiveInf(ln_32(math.inf(f32)))); assert(math.isNegativeInf(ln_32(0.0))); assert(math.isNan(ln_32(-1.0))); assert(math.isNan(ln_32(math.nan(f32)))); } test "math.ln64.special" { assert(math.isPositiveInf(ln_64(math.inf(f64)))); assert(math.isNegativeInf(ln_64(0.0))); assert(math.isNan(ln_64(-1.0))); assert(math.isNan(ln_64(math.nan(f64)))); }