const math = @import("index.zig"); const assert = @import("../debug.zig").assert; const expo2 = @import("_expo2.zig").expo2; pub fn tanh(x: var) -> @typeOf(x) { const T = @typeOf(x); switch (T) { f32 => @inlineCall(tanhf, x), f64 => @inlineCall(tanhd, x), else => @compileError("tanh not implemented for " ++ @typeName(T)), } } // tanh(x) = (exp(x) - exp(-x)) / (exp(x) + exp(-x)) // = (exp(2x) - 1) / (exp(2x) - 1 + 2) // = (1 - exp(-2x)) / (exp(-2x) - 1 + 2) fn tanhf(x: f32) -> f32 { const u = @bitCast(u32, x); const ux = u & 0x7FFFFFFF; const ax = @bitCast(f32, ux); var t: f32 = undefined; // |x| < log(3) / 2 ~= 0.5493 or nan if (ux > 0x3F0C9F54) { // |x| > 10 if (ux > 0x41200000) { t = 1.0 + 0 / x; } else { t = math.expm1(2 * x); t = 1 - 2 / (t + 2); } } // |x| > log(5 / 3) / 2 ~= 0.2554 else if (ux > 0x3E82C578) { t = math.expm1(2 * x); t = t / (t + 2); } // |x| >= 0x1.0p-126 else if (ux >= 0x00800000) { t = math.expm1(-2 * x); t = -t / (t + 2); } // |x| is subnormal else { math.forceEval(x * x); t = x; } if (u >> 31 != 0) { -t } else { t } } fn tanhd(x: f64) -> f64 { const u = @bitCast(u64, x); const w = u32(u >> 32); const ax = @bitCast(f64, u & (@maxValue(u64) >> 1)); var t: f64 = undefined; // |x| < log(3) / 2 ~= 0.5493 or nan if (w > 0x3Fe193EA) { // |x| > 20 or nan if (w > 0x40340000) { t = 1.0 + 0 / x; } else { t = math.expm1(2 * x); t = 1 - 2 / (t + 2); } } // |x| > log(5 / 3) / 2 ~= 0.2554 else if (w > 0x3FD058AE) { t = math.expm1(2 * x); t = t / (t + 2); } // |x| >= 0x1.0p-1022 else if (w >= 0x00100000) { t = math.expm1(-2 * x); t = -t / (t + 2); } // |x| is subnormal else { math.forceEval(f32(x)); t = x; } if (u >> 63 != 0) { -t } else { t } } test "tanh" { assert(tanh(f32(1.5)) == tanhf(1.5)); assert(tanh(f64(1.5)) == tanhd(1.5)); } test "tanhf" { const epsilon = 0.000001; assert(math.approxEq(f32, tanhf(0.0), 0.0, epsilon)); assert(math.approxEq(f32, tanhf(0.2), 0.197375, epsilon)); assert(math.approxEq(f32, tanhf(0.8923), 0.712528, epsilon)); assert(math.approxEq(f32, tanhf(1.5), 0.905148, epsilon)); assert(math.approxEq(f32, tanhf(37.45), 1.0, epsilon)); } test "tanhd" { const epsilon = 0.000001; assert(math.approxEq(f64, tanhd(0.0), 0.0, epsilon)); assert(math.approxEq(f64, tanhd(0.2), 0.197375, epsilon)); assert(math.approxEq(f64, tanhd(0.8923), 0.712528, epsilon)); assert(math.approxEq(f64, tanhd(1.5), 0.905148, epsilon)); assert(math.approxEq(f64, tanhd(37.45), 1.0, epsilon)); }