Documentation

Init.Data.Float.Float

structure Float :

64-bit floating-point numbers.

Float corresponds to the IEEE 754 binary64 format (double in C or f64 in Rust). Floating-point numbers are a finite representation of a subset of the real numbers, extended with extra “sentinel” values that represent undefined and infinite results as well as separate positive and negative zeroes. Arithmetic on floating-point numbers approximates the corresponding operations on the real numbers by rounding the results to numbers that are representable, propagating error and infinite values.

Floating-point numbers include subnormal numbers. Their special values are:

  • NaN, which denotes a class of “not a number” values that result from operations such as dividing zero by zero, and
  • Inf and -Inf, which represent positive and infinities that result from dividing non-zero values by zero.

Like other low-level types, Float is special-cased by the Lean compiler to correspond to the C double type. From the point of view of Lean's logic, Float is equivalent to Float.Model (via the functions Float.toModel and Float.ofModel), which is itself a subtype of UInt64. Some of the operations on Float are defined in terms of their Float.Model counterparts, while others are opaque to Lean's kernel.

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    def instDecidableEqFloat.decEq (x✝ x✝¹ : Float) :
    Decidable (x✝ = x✝¹)
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      @[extern lean_float_add]
      def Float.add :
      FloatFloatFloat

      Adds two 64-bit floating-point numbers according to IEEE 754. Typically used via the + operator.

      This function has a logical model in terms of Float.Model. It is compiled to the C addition operator.

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        @[extern lean_float_sub]
        def Float.sub :
        FloatFloatFloat

        Subtracts 64-bit floating-point numbers according to IEEE 754. Typically used via the - operator.

        This function has a logical model in terms of Float.Model. It is compiled to the C subtraction operator.

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          @[extern lean_float_mul]
          def Float.mul :
          FloatFloatFloat

          Multiplies 64-bit floating-point numbers according to IEEE 754. Typically used via the * operator.

          This function has a logical model in terms of Float.Model. It is compiled to the C multiplication operator.

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            @[extern lean_float_div]
            def Float.div :
            FloatFloatFloat

            Divides 64-bit floating-point numbers according to IEEE 754. Typically used via the / operator.

            In Lean, division by zero typically yields zero. For Float, it instead yields either Inf, -Inf, or NaN.

            This function has a logical model in terms of Float.Model. It is compiled to the C division operator.

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              @[extern lean_float_negate]

              Negates 64-bit floating-point numbers according to IEEE 754. Typically used via the - prefix operator.

              This function has a logical model in terms of Float.Model. It is compiled to the C negation operator.

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                @[extern lean_float_decLt]
                def Float.lt :
                FloatFloatBool

                Strict inequality of floating-point numbers. Typically used via the < operator.

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                  @[extern lean_float_decLe]
                  def Float.le :
                  FloatFloatBool

                  Non-strict inequality of floating-point numbers. Typically used via the operator.

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                    @[extern lean_float_of_bits]

                    Bit-for-bit conversion from UInt64. Interprets a UInt64 as a Float, ignoring the numeric value and treating the UInt64's bit pattern as a Float.

                    Floats and UInt64s have the same endianness on all supported platforms. IEEE 754 very precisely specifies the bit layout of floats.

                    This function has a logical model in terms of Float.Model.

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                      @[extern lean_float_to_bits]

                      Bit-for-bit conversion to UInt64. Interprets a Float as a UInt64, ignoring the numeric value and treating the Float's bit pattern as a UInt64.

                      Floats and UInt64s have the same endianness on all supported platforms. IEEE 754 very precisely specifies the bit layout of floats.

                      This function is distinct from Float.toUInt64, which attempts to preserve the numeric value rather than reinterpreting the bit pattern.

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                        @[instance_reducible]
                        instance instLTFloat :
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                        @[instance_reducible]
                        instance instLEFloat :
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                        @[extern lean_float_beq]
                        def Float.beq (a b : Float) :

                        Checks whether two floating-point numbers are equal according to IEEE 754.

                        Floating-point equality does not correspond with propositional equality. In particular, it is not reflexive since NaN != NaN, and it is not a congruence because 0.0 == -0.0, but 1.0 / 0.0 != 1.0 / -0.0.

                        This function does not reduce in the kernel. It is compiled to the C equality operator.

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                          @[instance_reducible, extern lean_float_decLt]
                          instance Float.decLt (a b : Float) :
                          Decidable (a < b)

                          Compares two floating point numbers for strict inequality.

                          This function does not reduce in the kernel. It is compiled to the C inequality operator.

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                          @[instance_reducible, extern lean_float_decLe]
                          instance Float.decLe (a b : Float) :

                          Compares two floating point numbers for non-strict inequality.

                          This function does not reduce in the kernel. It is compiled to the C inequality operator.

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                          @[extern lean_float_to_string]

                          Converts a floating-point number to a string.

                          This function does not reduce in the kernel.

                          @[extern lean_float_to_uint8]

                          Converts a floating-point number to an 8-bit unsigned integer.

                          If the given Float is non-negative, truncates the value to a positive integer, rounding down and clamping to the range of UInt8. Returns 0 if the Float is negative or NaN, and returns the largest UInt8 value (i.e. UInt8.size - 1) if the float is larger than it.

                          This function has a logical model in terms of Float.Model.

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                            @[extern lean_float_to_uint16]

                            Converts a floating-point number to a 16-bit unsigned integer.

                            If the given Float is non-negative, truncates the value to a positive integer, rounding down and clamping to the range of UInt16. Returns 0 if the Float is negative or NaN, and returns the largest UInt16 value (i.e. UInt16.size - 1) if the float is larger than it.

                            This function has a logical model in terms of Float.Model.

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                              @[extern lean_float_to_uint32]

                              Converts a floating-point number to a 32-bit unsigned integer.

                              If the given Float is non-negative, truncates the value to a positive integer, rounding down and clamping to the range of UInt32. Returns 0 if the Float is negative or NaN, and returns the largest UInt32 value (i.e. UInt32.size - 1) if the float is larger than it.

                              This function has a logical model in terms of Float.Model.

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                                @[extern lean_float_to_uint64]

                                Converts a floating-point number to a 64-bit unsigned integer.

                                If the given Float is non-negative, truncates the value to a positive integer, rounding down and clamping to the range of UInt64. Returns 0 if the Float is negative or NaN, and returns the largest UInt64 value (i.e. UInt64.size - 1) if the float is larger than it.

                                This function has a logical model in terms of Float.Model.

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                                  @[extern lean_float_to_usize]

                                  Converts a floating-point number to a word-sized unsigned integer.

                                  If the given Float is non-negative, truncates the value to a positive integer, rounding down and clamping to the range of USize. Returns 0 if the Float is negative or NaN, and returns the largest USize value (i.e. USize.size - 1) if the float is larger than it.

                                  This function has a logical model in terms of Float.Model.

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                                    @[extern lean_float_isnan]

                                    Checks whether a floating point number is NaN (“not a number”) value.

                                    NaN values result from operations that might otherwise be errors, such as dividing zero by zero.

                                    This function has a logical model in terms of Float.Model. It is compiled to the C operator isnan.

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                                      @[extern lean_float_isfinite]

                                      Checks whether a floating-point number is finite, that is, whether it is normal, subnormal, or zero, but not infinite or NaN.

                                      This function has a logical model in terms of Float.Model. It is compiled to the C operator isfinite.

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                                        @[extern lean_float_isinf]

                                        Checks whether a floating-point number is a positive or negative infinite number, but not a finite number or NaN.

                                        This function has a logical model in terms of Float.Model. It is compiled to the C operator isinf.

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                                          @[extern lean_float_frexp]

                                          Splits the given float x into a significand/exponent pair (s, i) such that x = s * 2^i where s ∈ (-1;-0.5] ∪ [0.5; 1). Returns an undefined value if x is not finite.

                                          This function does not reduce in the kernel. It is implemented in compiled code by the C function frexp.

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                                          @[extern lean_uint8_to_float]

                                          Obtains the Float whose value is the same as the given UInt8.

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                                            @[extern lean_uint16_to_float]

                                            Obtains the Float whose value is the same as the given UInt16.

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                                              @[extern lean_uint32_to_float]

                                              Obtains the Float whose value is the same as the given UInt32.

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                                                @[extern lean_uint64_to_float]

                                                Obtains a Float whose value is near the given UInt64.

                                                It will be exactly the value of the given UInt64 if such a Float exists. If no such Float exists, the returned value will either be the smallest Float that is larger than the given value, or the largest Float that is smaller than the given value.

                                                This function has a logical model in terms of Float.Model, but is overridden at runtime with an efficient implementation.

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                                                  @[extern lean_usize_to_float]

                                                  Obtains a Float whose value is near the given USize.

                                                  It will be exactly the value of the given USize if such a Float exists. If no such Float exists, the returned value will either be the smallest Float that is larger than the given value, or the largest Float that is smaller than the given value.

                                                  This function has a logical model in terms of Float.Model, but is overridden at runtime with an efficient implementation.

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                                                    @[extern sin]
                                                    opaque Float.sin :

                                                    Computes the sine of a floating-point number in radians.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function sin.

                                                    @[extern cos]
                                                    opaque Float.cos :

                                                    Computes the cosine of a floating-point number in radians.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function cos.

                                                    @[extern tan]
                                                    opaque Float.tan :

                                                    Computes the tangent of a floating-point number in radians.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function tan.

                                                    @[extern asin]
                                                    opaque Float.asin :

                                                    Computes the arc sine (inverse sine) of a floating-point number in radians.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function asin.

                                                    @[extern acos]
                                                    opaque Float.acos :

                                                    Computes the arc cosine (inverse cosine) of a floating-point number in radians.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function acos.

                                                    @[extern atan]
                                                    opaque Float.atan :

                                                    Computes the arc tangent (inverse tangent) of a floating-point number in radians.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function atan.

                                                    @[extern atan2]
                                                    opaque Float.atan2 (y x : Float) :

                                                    Computes the arc tangent (inverse tangent) of y / x in radians, in the range π. The signs of the arguments determine the quadrant of the result.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function atan2.

                                                    @[extern sinh]
                                                    opaque Float.sinh :

                                                    Computes the hyperbolic sine of a floating-point number.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function sinh.

                                                    @[extern cosh]
                                                    opaque Float.cosh :

                                                    Computes the hyperbolic cosine of a floating-point number.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function cosh.

                                                    @[extern tanh]
                                                    opaque Float.tanh :

                                                    Computes the hyperbolic tangent of a floating-point number.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function tanh.

                                                    @[extern asinh]
                                                    opaque Float.asinh :

                                                    Computes the hyperbolic arc sine (inverse sine) of a floating-point number.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function asinh.

                                                    @[extern acosh]
                                                    opaque Float.acosh :

                                                    Computes the hyperbolic arc cosine (inverse cosine) of a floating-point number.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function acosh.

                                                    @[extern atanh]
                                                    opaque Float.atanh :

                                                    Computes the hyperbolic arc tangent (inverse tangent) of a floating-point number.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function atanh.

                                                    @[extern exp]
                                                    opaque Float.exp (x : Float) :

                                                    Computes the exponential e^x of a floating-point number.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function exp.

                                                    @[extern exp2]
                                                    opaque Float.exp2 (x : Float) :

                                                    Computes the base-2 exponential 2^x of a floating-point number.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function exp2.

                                                    @[extern log]
                                                    opaque Float.log (x : Float) :

                                                    Computes the natural logarithm ln x of a floating-point number.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function log.

                                                    @[extern log2]
                                                    opaque Float.log2 :

                                                    Computes the base-2 logarithm of a floating-point number.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function log2.

                                                    @[extern log10]
                                                    opaque Float.log10 :

                                                    Computes the base-10 logarithm of a floating-point number.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function log10.

                                                    @[extern pow]
                                                    opaque Float.pow :
                                                    FloatFloatFloat

                                                    Raises one floating-point number to the power of another. Typically used via the ^ operator.

                                                    This function does not reduce in the kernel. It is implemented in compiled code by the C function pow.

                                                    @[extern sqrt]

                                                    Computes the square root of a floating-point number.

                                                    This function has a logical model in terms of Float.Model. It is implemented in compiled code by the C function sqrt.

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                                                      @[extern cbrt]
                                                      opaque Float.cbrt :

                                                      Computes the cube root of a floating-point number.

                                                      This function does not reduce in the kernel. It is implemented in compiled code by the C function cbrt.

                                                      @[extern ceil]
                                                      opaque Float.ceil :

                                                      Computes the ceiling of a floating-point number, which is the smallest integer that's no smaller than the given number.

                                                      This function does not reduce in the kernel. It is implemented in compiled code by the C function ceil.

                                                      Examples:

                                                      @[extern floor]
                                                      opaque Float.floor :

                                                      Computes the floor of a floating-point number, which is the largest integer that's no larger than the given number.

                                                      This function does not reduce in the kernel. It is implemented in compiled code by the C function floor.

                                                      Examples:

                                                      @[extern round]
                                                      opaque Float.round :

                                                      Rounds to the nearest integer, rounding away from zero at half-way points.

                                                      This function does not reduce in the kernel. It is implemented in compiled code by the C function round.

                                                      @[extern fabs]

                                                      Computes the absolute value of a floating-point number.

                                                      This function has a logical model in terms of Float.Model. It is implemented in compiled code by the C function fabs.

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                                                        @[extern lean_float_scaleb]
                                                        opaque Float.scaleB (x : Float) (i : Int) :

                                                        Efficiently computes x * 2^i.

                                                        This function does not reduce in the kernel.