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e4m3

Struct e4m3 

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pub struct e4m3(/* private fields */);
Expand description

A 8-bit floating point type with 4 exponent bits and 3 mantissa bits.

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impl e4m3

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pub const MAX: e4m3

Maximum representable value

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pub const MIN: e4m3

Minimum representable value

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pub const EPSILON: e4m3

the difference between 1.0 and the next largest representable number.

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pub const MIN_POSITIVE: e4m3

Minimum representable value

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pub const DIGITS: u32 = F8E4M3::DIGITS

Approximate number of significant digits in base 10

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pub const MANTISSA_DIGITS: u32 = F8E4M3::MANTISSA_DIGITS

Number of mantissa digits

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pub const MAX_10_EXP: i32 = F8E4M3::MAX_10_EXP

Maximum possible normal power of 10 exponent

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pub const MAX_EXP: i32 = F8E4M3::MAX_EXP

Maximum possible normal power of 2 exponent

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pub const MIN_10_EXP: i32 = F8E4M3::MIN_10_EXP

Minimum possible normal power of 10 exponent

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pub const MIN_EXP: i32 = F8E4M3::MIN_EXP

Minimum possible normal power of 2 exponent

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pub const RADIX: u32 = 2

The radix, or base, of the floating-point representation.

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pub const NAN: e4m3

nan

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pub const ZERO: e4m3

Zero

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pub const NEG_ZERO: e4m3

Negative Zero

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pub const ONE: e4m3

One

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pub const fn from_bits(bits: u8) -> e4m3

Constructs a e4m3 value from the raw bits.

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pub const fn from_f32(value: f32) -> e4m3

Constructs a e4m3 value from a 32-bit floating point value.

This operation is lossy. If the 32-bit value is too large to fit, ±∞ will result. NaN values are preserved. Subnormal values that are too tiny to be represented will result in ±0. All other values are truncated and rounded to the nearest representable value.

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pub const fn from_f64(value: f64) -> e4m3

Constructs a e4m3 value from a 64-bit floating point value.

This operation is lossy. If the 64-bit value is to large to fit, ±∞ will result. NaN values are preserved. 64-bit subnormal values are too tiny to be represented and result in ±0. Exponents that underflow the minimum exponent will result in subnormals or ±0. All other values are truncated and rounded to the nearest representable value.

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pub const fn to_bits(self) -> u8

Converts a e4m3 into the underlying bit representation.

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pub const fn to_f32(self) -> f32

Converts a e4m3 value into an f32 value.

This conversion is lossless as all values can be represented exactly in f32.

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pub fn is_nan(self) -> bool

check if an e4m3 value is Nan

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pub const fn to_f64(self) -> f64

Converts a e4m3 value into an f64 value.

This conversion is lossless as all values can be represented exactly in f64.

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pub fn total_cmp(self, other: e4m3) -> Ordering

Compares e4m3 values

Trait Implementations§

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impl Abs for e4m3

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fn abs(self) -> Self

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fn __expand_abs(scope: &Scope, x: NativeExpand<Self>) -> NativeExpand<Self>

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impl Add for e4m3

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type Output = e4m3

The resulting type after applying the + operator.
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fn add(self, rhs: e4m3) -> <e4m3 as Add>::Output

Performs the + operation. Read more
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impl AddAssign for e4m3

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fn add_assign(&mut self, rhs: e4m3)

Performs the += operation. Read more
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impl Clone for e4m3

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fn clone(&self) -> e4m3

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Copy for e4m3

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impl CubeDebug for e4m3

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fn set_debug_name(&self, scope: &Scope, name: &'static str)

Set the debug name of this type’s expansion. Should do nothing for types that don’t appear at runtime
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impl CubeElement for e4m3

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fn type_name() -> &'static str

Returns the name of the type.
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fn as_bytes(slice: &[Self]) -> &[u8]

Convert a slice of elements to a slice of bytes.
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fn from_bytes(bytes: &[u8]) -> &[Self]

Convert a slice of bytes to a slice of elements.
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fn cube_type() -> StorageType

Element representation for cubecl.
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fn maximum_value() -> Self

Highest possible value
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fn minimum_value() -> Self

Lowest possible value
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impl CubePrimitive for e4m3

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fn as_type_native() -> Option<Type>

Return the element type to use on GPU

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type Scalar = e4m3

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type Size = Const<1>

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type WithScalar<S: Scalar> = S

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fn from_const_value(value: ConstantValue) -> Self

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fn as_type() -> Type

Return the element type to use on GPU.
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fn as_type_native_unchecked() -> Type

Native or static element type.
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fn size() -> Option<usize>

Only native element types have a size.
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fn size_bits() -> Option<usize>

Only native element types have a size.
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fn size_bits_unchecked() -> usize

Only native element types have a size.
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fn from_expand_elem(elem: Value) -> Self::ExpandType

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fn into_lit_unchecked(self) -> Self

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fn supported_uses<R: Runtime>(client: &ComputeClient<R>) -> EnumSet<TypeUsage>

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fn type_size() -> usize

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fn type_size_bits() -> usize

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fn packing_factor() -> usize

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fn vector_size() -> usize

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fn __expand_as_type(_scope: &Scope) -> Type

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fn __expand_type_size(scope: &Scope) -> usize

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fn __expand_type_size_bits(scope: &Scope) -> usize

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fn __expand_packing_factor(scope: &Scope) -> usize

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fn __expand_vector_size(scope: &Scope) -> usize

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impl CubeType for e4m3

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impl Debug for e4m3

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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
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impl Default for e4m3

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fn default() -> e4m3

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for e4m3

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fn deserialize<__D>( __deserializer: __D, ) -> Result<e4m3, <__D as Deserializer<'de>>::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Display for e4m3

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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
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impl Div for e4m3

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type Output = e4m3

The resulting type after applying the / operator.
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fn div(self, rhs: e4m3) -> <e4m3 as Div>::Output

Performs the / operation. Read more
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impl DivAssign for e4m3

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fn div_assign(&mut self, rhs: e4m3)

Performs the /= operation. Read more
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impl FloatBits for e4m3

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type Bits = u8

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fn __expand_from_bits( scope: &Scope, bits: NativeExpand<Self::Bits>, ) -> NativeExpand<Self>

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fn __expand_to_bits( scope: &Scope, this: NativeExpand<Self>, ) -> NativeExpand<Self::Bits>

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impl From<F8E4M3> for e4m3

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fn from(value: F8E4M3) -> e4m3

Converts to this type from the input type.
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impl From<e4m3> for NativeExpand<e4m3>

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fn from(value: e4m3) -> Self

Converts to this type from the input type.
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impl IntoExpand for e4m3

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type Expand = NativeExpand<e4m3>

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fn into_expand(self, _scope: &Scope) -> Self::Expand

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impl IntoRuntime for e4m3

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fn __expand_runtime_method(self, _scope: &Scope) -> NativeExpand<Self>

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fn runtime(self) -> Self

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impl Mul for e4m3

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type Output = e4m3

The resulting type after applying the * operator.
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fn mul(self, rhs: e4m3) -> <e4m3 as Mul>::Output

Performs the * operation. Read more
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impl MulAssign for e4m3

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fn mul_assign(&mut self, rhs: e4m3)

Performs the *= operation. Read more
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impl NativeAssign for e4m3

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fn elem_init_mut(scope: &Scope, elem: Value) -> Value

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impl Neg for e4m3

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type Output = e4m3

The resulting type after applying the - operator.
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fn neg(self) -> <e4m3 as Neg>::Output

Performs the unary - operation. Read more
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impl Num for e4m3

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type FromStrRadixErr = ParseFloatError

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fn from_str_radix( src: &str, radix: u32, ) -> Result<e4m3, <e4m3 as Num>::FromStrRadixErr>

Convert from a string and radix (typically 2..=36). Read more
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impl NumCast for e4m3

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fn from<T>(n: T) -> Option<e4m3>
where T: ToPrimitive,

Creates a number from another value that can be converted into a primitive via the ToPrimitive trait. If the source value cannot be represented by the target type, then None is returned. Read more
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impl One for e4m3

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fn one() -> e4m3

Returns the multiplicative identity element of Self, 1. Read more
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fn is_one(&self) -> bool

Returns true if self is equal to the multiplicative identity. Read more
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fn set_one(&mut self)

Sets self to the multiplicative identity element of Self, 1.
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impl PartialEq for e4m3

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fn eq(&self, other: &e4m3) -> bool

Equality operator ==. Read more
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fn ne(&self, other: &Rhs) -> bool

Inequality operator !=. Read more
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impl PartialOrd for e4m3

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fn partial_cmp(&self, other: &e4m3) -> Option<Ordering>

This method returns an ordering between self and other values if one exists. Read more
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fn lt(&self, other: &Rhs) -> bool

Tests less than (for self and other) and is used by the < operator. Read more
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fn le(&self, other: &Rhs) -> bool

Tests less than or equal to (for self and other) and is used by the <= operator. Read more
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fn gt(&self, other: &Rhs) -> bool

Tests greater than (for self and other) and is used by the > operator. Read more
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fn ge(&self, other: &Rhs) -> bool

Tests greater than or equal to (for self and other) and is used by the >= operator. Read more
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impl Pod for e4m3

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impl Rem for e4m3

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type Output = e4m3

The resulting type after applying the % operator.
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fn rem(self, rhs: e4m3) -> <e4m3 as Rem>::Output

Performs the % operation. Read more
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impl RemAssign for e4m3

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fn rem_assign(&mut self, rhs: e4m3)

Performs the %= operation. Read more
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impl Scalar for e4m3

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impl Serialize for e4m3

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fn serialize<__S>( &self, __serializer: __S, ) -> Result<<__S as Serializer>::Ok, <__S as Serializer>::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more
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impl StructuralPartialEq for e4m3

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impl Sub for e4m3

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type Output = e4m3

The resulting type after applying the - operator.
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fn sub(self, rhs: e4m3) -> <e4m3 as Sub>::Output

Performs the - operation. Read more
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impl SubAssign for e4m3

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fn sub_assign(&mut self, rhs: e4m3)

Performs the -= operation. Read more
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impl ToPrimitive for e4m3

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fn to_i64(&self) -> Option<i64>

Converts the value of self to an i64. If the value cannot be represented by an i64, then None is returned.
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fn to_u64(&self) -> Option<u64>

Converts the value of self to a u64. If the value cannot be represented by a u64, then None is returned.
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fn to_f32(&self) -> Option<f32>

Converts the value of self to an f32. Overflows may map to positive or negative inifinity, otherwise None is returned if the value cannot be represented by an f32.
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fn to_f64(&self) -> Option<f64>

Converts the value of self to an f64. Overflows may map to positive or negative inifinity, otherwise None is returned if the value cannot be represented by an f64. Read more
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fn to_isize(&self) -> Option<isize>

Converts the value of self to an isize. If the value cannot be represented by an isize, then None is returned.
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fn to_i8(&self) -> Option<i8>

Converts the value of self to an i8. If the value cannot be represented by an i8, then None is returned.
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fn to_i16(&self) -> Option<i16>

Converts the value of self to an i16. If the value cannot be represented by an i16, then None is returned.
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fn to_i32(&self) -> Option<i32>

Converts the value of self to an i32. If the value cannot be represented by an i32, then None is returned.
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fn to_i128(&self) -> Option<i128>

Converts the value of self to an i128. If the value cannot be represented by an i128 (i64 under the default implementation), then None is returned. Read more
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fn to_usize(&self) -> Option<usize>

Converts the value of self to a usize. If the value cannot be represented by a usize, then None is returned.
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fn to_u8(&self) -> Option<u8>

Converts the value of self to a u8. If the value cannot be represented by a u8, then None is returned.
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fn to_u16(&self) -> Option<u16>

Converts the value of self to a u16. If the value cannot be represented by a u16, then None is returned.
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fn to_u32(&self) -> Option<u32>

Converts the value of self to a u32. If the value cannot be represented by a u32, then None is returned.
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fn to_u128(&self) -> Option<u128>

Converts the value of self to a u128. If the value cannot be represented by a u128 (u64 under the default implementation), then None is returned. Read more
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impl VectorSum for e4m3

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fn vector_sum(self) -> Self::Scalar

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fn __expand_vector_sum( scope: &Scope, x: NativeExpand<Self>, ) -> NativeExpand<Self::Scalar>

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impl Zero for e4m3

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fn zero() -> e4m3

Returns the additive identity element of Self, 0. Read more
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fn is_zero(&self) -> bool

Returns true if self is equal to the additive identity.
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fn set_zero(&mut self)

Sets self to the additive identity element of Self, 0.
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impl Zeroable for e4m3

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fn zeroed() -> Self

Auto Trait Implementations§

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impl Freeze for e4m3

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impl RefUnwindSafe for e4m3

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impl Send for e4m3

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impl Sync for e4m3

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impl Unpin for e4m3

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impl UnsafeUnpin for e4m3

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impl UnwindSafe for e4m3

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> AnyBitPattern for T
where T: Pod,

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impl<T> Assign for T
where T: CubePrimitive,

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fn __expand_assign_method(&mut self, _scope: &Scope, value: T)

Assign value to self in scope.
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<P> Cast for P
where P: CubePrimitive,

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fn cast_from<From>(_value: From) -> P
where From: CubePrimitive,

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fn __expand_cast_from<From: CubePrimitive>( scope: &Scope, value: NativeExpand<From>, ) -> <Self as CubeType>::ExpandType

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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impl<T> CheckedBitPattern for T
where T: AnyBitPattern,

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type Bits = T

Self must have the same layout as the specified Bits except for the possible invalid bit patterns being checked during is_valid_bit_pattern.
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fn is_valid_bit_pattern(_bits: &T) -> bool

If this function returns true, then it must be valid to reinterpret bits as &Self.
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impl<T> CloneExpand for T
where T: Clone,

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> CubeAdd for T
where T: Add<Output = T> + CubePrimitive + IntoRuntime,

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fn __expand_add_method( self, scope: &Scope, rhs: NativeExpand<Self>, ) -> NativeExpand<Self>

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fn __expand_add( scope: &Scope, lhs: NativeExpand<Self>, rhs: NativeExpand<Self>, ) -> NativeExpand<Self>

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impl<T> CubeAddAssign for T

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fn __expand_add_assign( scope: &Scope, lhs: &mut NativeExpand<Self>, rhs: NativeExpand<Self>, )

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impl<T> CubeDiv for T
where T: Div<Output = T> + CubePrimitive + IntoRuntime,

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fn __expand_div_method( self, scope: &Scope, rhs: NativeExpand<Self>, ) -> NativeExpand<Self>

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fn __expand_div( scope: &Scope, lhs: NativeExpand<Self>, rhs: NativeExpand<Self>, ) -> NativeExpand<Self>

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impl<T> CubeDivAssign for T

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fn __expand_div_assign( scope: &Scope, lhs: &mut NativeExpand<Self>, rhs: NativeExpand<Self>, )

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impl<T> CubeMul for T
where T: Mul<Output = T> + CubePrimitive + IntoRuntime,

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fn __expand_mul_method( self, scope: &Scope, rhs: NativeExpand<Self>, ) -> NativeExpand<Self>

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fn __expand_mul( scope: &Scope, lhs: NativeExpand<Self>, rhs: NativeExpand<Self>, ) -> NativeExpand<Self>

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impl<T> CubeMulAssign for T

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fn __expand_mul_assign( scope: &Scope, lhs: &mut NativeExpand<Self>, rhs: NativeExpand<Self>, )

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impl<T> CubeNeg for T
where T: Neg<Output = T> + CubePrimitive + Into<Value>,

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fn __expand_neg_method(self, scope: &Scope) -> NativeExpand<Self>

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fn __expand_neg(scope: &Scope, lhs: NativeExpand<Self>) -> NativeExpand<Self>

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impl<T> CubePartialOrd for T

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fn __expand_partial_cmp( scope: &Scope, lhs: &Self::ExpandType, rhs: &Self::ExpandType, ) -> OptionExpand<Ordering>

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fn __expand_lt( scope: &Scope, lhs: &Self::ExpandType, rhs: &Self::ExpandType, ) -> NativeExpand<bool>

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fn __expand_le( scope: &Scope, lhs: &Self::ExpandType, rhs: &Self::ExpandType, ) -> NativeExpand<bool>

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fn __expand_gt( scope: &Scope, lhs: &Self::ExpandType, rhs: &Self::ExpandType, ) -> NativeExpand<bool>

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fn __expand_ge( scope: &Scope, lhs: &Self::ExpandType, rhs: &Self::ExpandType, ) -> NativeExpand<bool>

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impl<T> CubeRem for T
where T: Rem<Output = T> + CubePrimitive + IntoRuntime,

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fn __expand_rem_method( self, scope: &Scope, rhs: NativeExpand<Self>, ) -> NativeExpand<Self>

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fn __expand_rem( scope: &Scope, lhs: NativeExpand<Self>, rhs: NativeExpand<Self>, ) -> NativeExpand<Self>

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impl<T> CubeRemAssign for T

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fn __expand_rem_assign( scope: &Scope, lhs: &mut NativeExpand<Self>, rhs: NativeExpand<Self>, )

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impl<T> CubeSub for T
where T: Sub<Output = T> + CubePrimitive + IntoRuntime,

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fn __expand_sub_method( self, scope: &Scope, rhs: NativeExpand<Self>, ) -> NativeExpand<Self>

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fn __expand_sub( scope: &Scope, lhs: NativeExpand<Self>, rhs: NativeExpand<Self>, ) -> NativeExpand<Self>

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impl<T> CubeSubAssign for T

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impl<T> DefaultExpand for T

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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoComptime for T

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fn comptime(self) -> Self

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> NativeCubeType for T
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impl<T> NoUninit for T
where T: Pod,

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impl<T> NumAssign for T
where T: Num + NumAssignOps,

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impl<T, Rhs> NumAssignOps<Rhs> for T
where T: AddAssign<Rhs> + SubAssign<Rhs> + MulAssign<Rhs> + DivAssign<Rhs> + RemAssign<Rhs>,

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impl<T, Rhs, Output> NumOps<Rhs, Output> for T
where T: Sub<Rhs, Output = Output> + Mul<Rhs, Output = Output> + Div<Rhs, Output = Output> + Add<Rhs, Output = Output> + Rem<Rhs, Output = Output>,

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impl<P> Reinterpret for P
where P: CubePrimitive,

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fn reinterpret<From: CubePrimitive>(value: From) -> Self

Reinterpret the bits of another primitive as this primitive without conversion.
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fn reinterpret_vectorization<From: CubePrimitive>() -> usize

Calculates the expected vectorization for the reinterpret target
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fn __expand_reinterpret<From: CubePrimitive>( scope: &Scope, value: NativeExpand<From>, ) -> <Self as CubeType>::ExpandType

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fn __expand_reinterpret_vectorization<From: CubePrimitive>( scope: &Scope, ) -> usize

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impl<T> RuntimeAssign for T
where T: CubePrimitive + IntoExpand<Expand = NativeExpand<T>>,

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fn init_mut(&self, scope: &Scope) -> NativeExpand<T>

Create a new mutable variable of this type in scope.
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impl<E> ScalarArgSettings for E
where E: ScalarArgType,

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fn register<R>(&self, launcher: &mut KernelLauncher<R>)
where R: Runtime,

Register the information to the KernelLauncher.
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fn expand_scalar(builder: &mut KernelBuilder) -> NativeExpand<Self>

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impl<E> ScalarArgType for E
where E: CubeElement + Scalar + NumCast,

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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T> ToString for T
where T: Display + ?Sized,

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fn to_string(&self) -> String

Converts the given value to a String. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> TuneInputs for T
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type At<'a> = T

The concrete input type at lifetime 'a.
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impl<T> ZeroExpand for T
where T: CubeType + Zero + IntoRuntime,