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: f64 = 416f64

Maximum representable value

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pub const MIN: f64 = -416f64

Minimum representable value

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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 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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impl Abs for e4m3

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fn abs(x: Self) -> Self

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fn __expand_abs( scope: &mut Scope, x: Self::ExpandType, ) -> ExpandElementTyped<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 Clamp for e4m3

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fn clamp(input: Self, min_value: Self, max_value: Self) -> Self

Clamp the input value between the max and min values provided.
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fn __expand_clamp( scope: &mut Scope, input: Self::ExpandType, min_value: Self::ExpandType, max_value: Self::ExpandType, ) -> Self::ExpandType

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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 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<StorageType>

Return the element type to use on GPU

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fn from_const_value(value: ConstantScalarValue) -> Self

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fn as_type(_scope: &Scope) -> StorageType

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

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: ExpandElement) -> 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() -> u32

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fn type_size_bits() -> u32

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fn packing_factor() -> u32

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fn __expand_type_size(scope: &Scope) -> u32

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fn __expand_type_size_bits(scope: &Scope) -> u32

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fn __expand_packing_factor(scope: &Scope) -> u32

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impl CubeType for e4m3

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type ExpandType = ExpandElementTyped<e4m3>

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fn into_mut(scope: &mut Scope, expand: Self::ExpandType) -> Self::ExpandType

Wrapper around the init method, necessary to type inference.
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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 ExpandElementIntoMut for e4m3

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impl From<e4m3> for ExpandElementTyped<e4m3>

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fn from(value: e4m3) -> Self

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

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fn from(_value: e4m3) -> Variable

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

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fn __expand_runtime_method(self, scope: &mut Scope) -> ExpandElementTyped<Self>

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fn runtime(self) -> Self

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impl Max for e4m3

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fn max(self, _rhs: Self) -> Self

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fn __expand_max( scope: &mut Scope, lhs: ExpandElementTyped<Self>, rhs: ExpandElementTyped<Self>, ) -> ExpandElementTyped<Self>

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impl Min for e4m3

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fn min(self, _rhs: Self) -> Self

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fn __expand_min( scope: &mut Scope, lhs: ExpandElementTyped<Self>, rhs: ExpandElementTyped<Self>, ) -> ExpandElementTyped<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 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 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 Numeric for e4m3

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fn min_value() -> Self

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fn max_value() -> Self

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fn __expand_min_value(scope: &mut Scope) -> <Self as CubeType>::ExpandType

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fn __expand_max_value(scope: &mut Scope) -> <Self as CubeType>::ExpandType

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fn from_int(val: i64) -> Self

Create a new constant numeric. Read more
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fn from_vec<const D: usize>(_vec: [u32; D]) -> Self

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fn __expand_from_int( scope: &mut Scope, val: ExpandElementTyped<i64>, ) -> <Self as CubeType>::ExpandType

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impl PartialEq for e4m3

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

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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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 Remainder for e4m3

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fn rem(self, _rhs: Self) -> Self

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

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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 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 Zeroable for e4m3

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fn zeroed() -> Self

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impl Copy for e4m3

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impl Pod for e4m3

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impl StructuralPartialEq for e4m3

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 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> 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: &mut Scope, value: ExpandElementTyped<From>, ) -> <Self as CubeType>::ExpandType

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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> 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<P> CubeDebug for P
where P: CubePrimitive,

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fn set_debug_name(&self, scope: &mut 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<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
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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> LaunchArg for T

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type RuntimeArg<'a, R: Runtime> = ScalarArg<T>

The runtime argument for the kernel.
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type CompilationArg = ScalarCompilationArg<T>

Compilation argument.
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fn compilation_arg<'a, R>( _runtime_arg: &'a <T as LaunchArg>::RuntimeArg<'a, R>, ) -> <T as LaunchArg>::CompilationArg
where R: Runtime,

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fn expand( arg: &ScalarCompilationArg<T>, builder: &mut KernelBuilder, ) -> ExpandElementTyped<T>

Register an input variable during compilation that fill the KernelBuilder.
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fn expand_output( arg: &Self::CompilationArg, builder: &mut KernelBuilder, ) -> <Self as CubeType>::ExpandType

Register an output variable during compilation that fill the KernelBuilder.
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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 __expand_reinterpret<From: CubePrimitive>( scope: &mut Scope, value: ExpandElementTyped<From>, ) -> <Self as CubeType>::ExpandType

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impl<E> ScalarArgSettings for E
where E: CubeScalar,

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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( _: &ScalarCompilationArg<Self>, builder: &mut KernelBuilder, ) -> ExpandElementTyped<Self>

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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<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more
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fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more
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impl<T> AnyBitPattern for T
where T: Pod,

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impl<E> CubeScalar for E

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

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impl<T> NoUninit for T
where T: Pod,