// Ported from musl, which is licensed under the MIT license: // https://git.musl-libc.org/cgit/musl/tree/COPYRIGHT // // https://git.musl-libc.org/cgit/musl/tree/src/math/expmf.c // https://git.musl-libc.org/cgit/musl/tree/src/math/expm.c // TODO: Updated recently. const std = @import("../std.zig"); const math = std.math; const mem = std.mem; const expect = std.testing.expect; const expectEqual = std.testing.expectEqual; /// Returns e raised to the power of x, minus 1 (e^x - 1). This is more accurate than exp(e, x) - 1 /// when x is near 0. /// /// Special Cases: /// - expm1(+inf) = +inf /// - expm1(-inf) = -1 /// - expm1(nan) = nan pub fn expm1(x: anytype) @TypeOf(x) { const T = @TypeOf(x); return switch (T) { f32 => expm1_32(x), f64 => expm1_64(x), else => @compileError("exp1m not implemented for " ++ @typeName(T)), }; } fn expm1_32(x_: f32) f32 { if (math.isNan(x_)) return math.nan(f32); const o_threshold: f32 = 8.8721679688e+01; const ln2_hi: f32 = 6.9313812256e-01; const ln2_lo: f32 = 9.0580006145e-06; const invln2: f32 = 1.4426950216e+00; const Q1: f32 = -3.3333212137e-2; const Q2: f32 = 1.5807170421e-3; var x = x_; const ux: u32 = @bitCast(x); const hx = ux & 0x7FFFFFFF; const sign = ux >> 31; // TODO: Shouldn't need this check explicitly. if (math.isNegativeInf(x)) { return -1.0; } // |x| >= 27 * ln2 if (hx >= 0x4195B844) { // nan if (hx > 0x7F800000) { return x; } if (sign != 0) { return -1; } if (x > o_threshold) { x *= 0x1.0p127; return x; } } var hi: f32 = undefined; var lo: f32 = undefined; var c: f32 = undefined; var k: i32 = undefined; // |x| > 0.5 * ln2 if (hx > 0x3EB17218) { // |x| < 1.5 * ln2 if (hx < 0x3F851592) { if (sign == 0) { hi = x - ln2_hi; lo = ln2_lo; k = 1; } else { hi = x + ln2_hi; lo = -ln2_lo; k = -1; } } else { var kf = invln2 * x; if (sign != 0) { kf -= 0.5; } else { kf += 0.5; } k = @as(i32, @intFromFloat(kf)); const t = @as(f32, @floatFromInt(k)); hi = x - t * ln2_hi; lo = t * ln2_lo; } x = hi - lo; c = (hi - x) - lo; } // |x| < 2^(-25) else if (hx < 0x33000000) { if (hx < 0x00800000) { mem.doNotOptimizeAway(x * x); } return x; } else { k = 0; } const hfx = 0.5 * x; const hxs = x * hfx; const r1 = 1.0 + hxs * (Q1 + hxs * Q2); const t = 3.0 - r1 * hfx; var e = hxs * ((r1 - t) / (6.0 - x * t)); // c is 0 if (k == 0) { return x - (x * e - hxs); } e = x * (e - c) - c; e -= hxs; // exp(x) ~ 2^k (x_reduced - e + 1) if (k == -1) { return 0.5 * (x - e) - 0.5; } if (k == 1) { if (x < -0.25) { return -2.0 * (e - (x + 0.5)); } else { return 1.0 + 2.0 * (x - e); } } const twopk = @as(f32, @bitCast(@as(u32, @intCast((0x7F +% k) << 23)))); if (k < 0 or k > 56) { var y = x - e + 1.0; if (k == 128) { y = y * 2.0 * 0x1.0p127; } else { y = y * twopk; } return y - 1.0; } const uf: f32 = @bitCast(@as(u32, @intCast(0x7F -% k)) << 23); if (k < 23) { return (x - e + (1 - uf)) * twopk; } else { return (x - (e + uf) + 1) * twopk; } } fn expm1_64(x_: f64) f64 { if (math.isNan(x_)) return math.nan(f64); const o_threshold: f64 = 7.09782712893383973096e+02; const ln2_hi: f64 = 6.93147180369123816490e-01; const ln2_lo: f64 = 1.90821492927058770002e-10; const invln2: f64 = 1.44269504088896338700e+00; const Q1: f64 = -3.33333333333331316428e-02; const Q2: f64 = 1.58730158725481460165e-03; const Q3: f64 = -7.93650757867487942473e-05; const Q4: f64 = 4.00821782732936239552e-06; const Q5: f64 = -2.01099218183624371326e-07; var x = x_; const ux = @as(u64, @bitCast(x)); const hx = @as(u32, @intCast(ux >> 32)) & 0x7FFFFFFF; const sign = ux >> 63; if (math.isNegativeInf(x)) { return -1.0; } // |x| >= 56 * ln2 if (hx >= 0x4043687A) { // exp1md(nan) = nan if (hx > 0x7FF00000) { return x; } // exp1md(-ve) = -1 if (sign != 0) { return -1; } if (x > o_threshold) { math.raiseOverflow(); return math.inf(f64); } } var hi: f64 = undefined; var lo: f64 = undefined; var c: f64 = undefined; var k: i32 = undefined; // |x| > 0.5 * ln2 if (hx > 0x3FD62E42) { // |x| < 1.5 * ln2 if (hx < 0x3FF0A2B2) { if (sign == 0) { hi = x - ln2_hi; lo = ln2_lo; k = 1; } else { hi = x + ln2_hi; lo = -ln2_lo; k = -1; } } else { var kf = invln2 * x; if (sign != 0) { kf -= 0.5; } else { kf += 0.5; } k = @as(i32, @intFromFloat(kf)); const t = @as(f64, @floatFromInt(k)); hi = x - t * ln2_hi; lo = t * ln2_lo; } x = hi - lo; c = (hi - x) - lo; } // |x| < 2^(-54) else if (hx < 0x3C900000) { if (hx < 0x00100000) { mem.doNotOptimizeAway(@as(f32, @floatCast(x))); } return x; } else { k = 0; } const hfx = 0.5 * x; const hxs = x * hfx; const r1 = 1.0 + hxs * (Q1 + hxs * (Q2 + hxs * (Q3 + hxs * (Q4 + hxs * Q5)))); const t = 3.0 - r1 * hfx; var e = hxs * ((r1 - t) / (6.0 - x * t)); // c is 0 if (k == 0) { return x - (x * e - hxs); } e = x * (e - c) - c; e -= hxs; // exp(x) ~ 2^k (x_reduced - e + 1) if (k == -1) { return 0.5 * (x - e) - 0.5; } if (k == 1) { if (x < -0.25) { return -2.0 * (e - (x + 0.5)); } else { return 1.0 + 2.0 * (x - e); } } const twopk = @as(f64, @bitCast(@as(u64, @intCast(0x3FF +% k)) << 52)); if (k < 0 or k > 56) { var y = x - e + 1.0; if (k == 1024) { y = y * 2.0 * 0x1.0p1023; } else { y = y * twopk; } return y - 1.0; } const uf = @as(f64, @bitCast(@as(u64, @intCast(0x3FF -% k)) << 52)); if (k < 20) { return (x - e + (1 - uf)) * twopk; } else { return (x - (e + uf) + 1) * twopk; } } test "expm1_32() special" { try expect(math.isPositiveZero(expm1_32(0.0))); try expect(math.isNegativeZero(expm1_32(-0.0))); try expectEqual(expm1_32(math.ln2), 1.0); try expectEqual(expm1_32(math.inf(f32)), math.inf(f32)); try expectEqual(expm1_32(-math.inf(f32)), -1.0); try expect(math.isNan(expm1_32(math.nan(f32)))); try expect(math.isNan(expm1_32(math.snan(f32)))); } test "expm1_32() sanity" { try expectEqual(expm1_32(-0x1.0223a0p+3), -0x1.ffd6e0p-1); try expectEqual(expm1_32(0x1.161868p+2), 0x1.30712ap+6); try expectEqual(expm1_32(-0x1.0c34b4p+3), -0x1.ffe1fap-1); try expectEqual(expm1_32(-0x1.a206f0p+2), -0x1.ff4116p-1); try expectEqual(expm1_32(0x1.288bbcp+3), 0x1.4ab480p+13); // Disagrees with GCC in last bit try expectEqual(expm1_32(0x1.52efd0p-1), 0x1.e09536p-1); try expectEqual(expm1_32(-0x1.a05cc8p-2), -0x1.561c3ep-2); try expectEqual(expm1_32(0x1.1f9efap-1), 0x1.81ec4ep-1); try expectEqual(expm1_32(0x1.8c5db0p-1), 0x1.2b3364p+0); try expectEqual(expm1_32(-0x1.5b86eap-1), -0x1.f8951ap-2); } test "expm1_32() boundary" { // TODO: The last value before inf is actually 0x1.62e300p+6 -> 0x1.ff681ep+127 // try expectEqual(expm1_32(0x1.62e42ep+6), 0x1.ffff08p+127); // Last value before result is inf try expectEqual(expm1_32(0x1.62e430p+6), math.inf(f32)); // First value that gives inf try expectEqual(expm1_32(0x1.fffffep+127), math.inf(f32)); // Max input value try expectEqual(expm1_32(0x1p-149), 0x1p-149); // Min positive input value try expectEqual(expm1_32(-0x1p-149), -0x1p-149); // Min negative input value try expectEqual(expm1_32(0x1p-126), 0x1p-126); // First positive subnormal input try expectEqual(expm1_32(-0x1p-126), -0x1p-126); // First negative subnormal input try expectEqual(expm1_32(0x1.fffffep-125), 0x1.fffffep-125); // Last positive value before subnormal try expectEqual(expm1_32(-0x1.fffffep-125), -0x1.fffffep-125); // Last negative value before subnormal try expectEqual(expm1_32(-0x1.154244p+4), -0x1.fffffep-1); // Last value before result is -1 try expectEqual(expm1_32(-0x1.154246p+4), -1); // First value where result is -1 } test "expm1_64() special" { try expect(math.isPositiveZero(expm1_64(0.0))); try expect(math.isNegativeZero(expm1_64(-0.0))); try expectEqual(expm1_64(math.ln2), 1.0); try expectEqual(expm1_64(math.inf(f64)), math.inf(f64)); try expectEqual(expm1_64(-math.inf(f64)), -1.0); try expect(math.isNan(expm1_64(math.nan(f64)))); try expect(math.isNan(expm1_64(math.snan(f64)))); } test "expm1_64() sanity" { try expectEqual(expm1_64(-0x1.02239f3c6a8f1p+3), -0x1.ffd6df9b02b3ep-1); try expectEqual(expm1_64(0x1.161868e18bc67p+2), 0x1.30712ed238c04p+6); try expectEqual(expm1_64(-0x1.0c34b3e01e6e7p+3), -0x1.ffe1f94e493e7p-1); try expectEqual(expm1_64(-0x1.a206f0a19dcc4p+2), -0x1.ff4115c03f78dp-1); try expectEqual(expm1_64(0x1.288bbb0d6a1e6p+3), 0x1.4ab477496e07ep+13); try expectEqual(expm1_64(0x1.52efd0cd80497p-1), 0x1.e095382100a01p-1); try expectEqual(expm1_64(-0x1.a05cc754481d1p-2), -0x1.561c3e0582be6p-2); try expectEqual(expm1_64(0x1.1f9ef934745cbp-1), 0x1.81ec4cd4d4a8fp-1); try expectEqual(expm1_64(0x1.8c5db097f7442p-1), 0x1.2b3363a944bf7p+0); try expectEqual(expm1_64(-0x1.5b86ea8118a0ep-1), -0x1.f8951aebffbafp-2); } test "expm1_64() boundary" { try expectEqual(expm1_64(0x1.62e42fefa39efp+9), 0x1.fffffffffff2ap+1023); // Last value before result is inf try expectEqual(expm1_64(0x1.62e42fefa39f0p+9), math.inf(f64)); // First value that gives inf try expectEqual(expm1_64(0x1.fffffffffffffp+1023), math.inf(f64)); // Max input value try expectEqual(expm1_64(0x1p-1074), 0x1p-1074); // Min positive input value try expectEqual(expm1_64(-0x1p-1074), -0x1p-1074); // Min negative input value try expectEqual(expm1_64(0x1p-1022), 0x1p-1022); // First positive subnormal input try expectEqual(expm1_64(-0x1p-1022), -0x1p-1022); // First negative subnormal input try expectEqual(expm1_64(0x1.fffffffffffffp-1021), 0x1.fffffffffffffp-1021); // Last positive value before subnormal try expectEqual(expm1_64(-0x1.fffffffffffffp-1021), -0x1.fffffffffffffp-1021); // Last negative value before subnormal try expectEqual(expm1_64(-0x1.2b708872320e1p+5), -0x1.fffffffffffffp-1); // Last value before result is -1 try expectEqual(expm1_64(-0x1.2b708872320e2p+5), -1); // First value where result is -1 }