Rationale: Emulating unsupported vector types and operations can exhibit such poor performance that the user is likely better off selecting a different algorithm than relying on emulation.
Vector types and operations are introduced by importing core.simd:
import core.simd;
The types defined will all follow the naming convention:
typeNN
where type is the vector element type and NN is the number of those elements in the vector type. The type names will not be keywords.
Vector types have the property:
Property Description | |
---|---|
.array | Returns static array representation |
Vectors support the following properties based on the vector element type. The value produced is that of a vector of the same type with each element set to the value corresponding to the property value for the element type.
Property Description | |
---|---|
.min | minimum value |
.max | maximum value |
Property Description | |
---|---|
.epsilon | smallest increment to the value 1 |
.infinity | infinity value |
.max | largest representable value that is not infinity |
.min_normal | smallest representable value that is not 0 |
.nan | NaN value |
Vector types of the same size (number_of_elements * size_of_element) can be implicitly converted among each other, this is done as a reinterpret cast (a type paint). Vector types can be cast to their type, VectorBaseType.
Integers and floating point values can be implicitly converted to their vector equivalents:
int4 v = 7; v = 3 + v; // add 3 to each element in v
They cannot be accessed directly, but can be when converted to an array type:
int4 v; (cast(int*)&v)[3] = 2; // set 3rd element of the 4 int vector (cast(int[4])v)[3] = 2; // set 3rd element of the 4 int vector v.array[3] = 2; // set 3rd element of the 4 int vector v.ptr[3] = 2; // set 3rd element of the 4 int vector
If vector extensions are implemented, the version identifier D_SIMD is set.
Whether a type exists or not can be tested at compile time with an IsExpression:
static if (is(typeNN)) ... yes, it is supported ... else ... nope, use workaround ...
Whether a particular operation on a type is supported can be tested at compile time with:
float4 a,b; static if (__traits(compiles, a+b)) ... yes, add is supported for float4 ... else ... nope, use workaround ...
For runtime testing to see if certain vector instructions are available, see the functions in core.cpuid.
A typical workaround for unsupported vector operations would be to use array operations instead:
float4 a,b; static if (__traits(compiles, a/b)) c = a / b; else c[] = a[] / b[];
The vector extensions are currently implemented for the OS X 32 bit target, and all 64 bit targets.
core.simd defines the following types:
Type Name Description gcc Equivalent | ||
---|---|---|
void16 | 16 bytes of untyped data | no equivalent |
byte16 | 16 bytes | signed char __attribute__((vector_size(16))) |
ubyte16 | 16 ubytes | unsigned char __attribute__((vector_size(16))) |
short8 | 8 shorts | short __attribute__((vector_size(16))) |
ushort8 | 8 ushorts | ushort __attribute__((vector_size(16))) |
int4 | 4 ints | int __attribute__((vector_size(16))) |
uint4 | 4 uints | unsigned __attribute__((vector_size(16))) |
long2 | 2 longs | long __attribute__((vector_size(16))) |
ulong2 | 2 ulongs | unsigned long __attribute__((vector_size(16))) |
float4 | 4 floats | float __attribute__((vector_size(16))) |
double2 | 2 doubles | double __attribute__((vector_size(16))) |
void32 | 32 bytes of untyped data | no equivalent |
byte32 | 32 bytes | signed char __attribute__((vector_size(32))) |
ubyte32 | 32 ubytes | unsigned char __attribute__((vector_size(32))) |
short16 | 16 shorts | short __attribute__((vector_size(32))) |
ushort16 | 16 ushorts | ushort __attribute__((vector_size(32))) |
int8 | 8 ints | int __attribute__((vector_size(32))) |
uint8 | 8 uints | unsigned __attribute__((vector_size(32))) |
long4 | 4 longs | long __attribute__((vector_size(32))) |
ulong4 | 4 ulongs | unsigned long __attribute__((vector_size(32))) |
float8 | 8 floats | float __attribute__((vector_size(32))) |
double4 | 4 doubles | double __attribute__((vector_size(32))) |
Note: for 32 bit gcc and clang, it's long long instead of long.
Operator void16 byte16 ubyte16 short8 ushort8 int4 uint4 long2 ulong2 float4 double2 | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
= | X | X | X | X | X | X | X | X | X | X | X |
X | X | X | X | X | X | X | X | X | X | ||
X | X | X | X | X | X | X | X | X | X | ||
X | X | X | X | ||||||||
/ | X | X | |||||||||
& | X | X | X | X | X | X | X | X | |||
| | X | X | X | X | X | X | X | X | |||
^ | X | X | X | X | X | X | X | X | |||
= | X | X | X | X | X | X | X | X | X | X | |
= | X | X | X | X | X | X | X | X | X | X | |
= | X | X | X | X | |||||||
/= | X | X | |||||||||
&= | X | X | X | X | X | X | X | X | |||
|= | X | X | X | X | X | X | X | X | |||
^= | X | X | X | X | X | X | X | X | |||
== | X | X | X | X | X | X | X | X | X | X | |
!= | X | X | X | X | X | X | X | X | X | X | |
< | X | X | X | X | X | X | X | X | X | X | |
<= | X | X | X | X | X | X | X | X | X | X | |
>= | X | X | X | X | X | X | X | X | X | X | |
> | X | X | X | X | X | X | X | X | X | X | |
unary~ | X | X | X | X | X | X | X | X | |||
unary+ | X | X | X | X | X | X | X | X | X | X | |
unary- | X | X | X | X | X | X | X | X | X | X |
Operator void32 byte32 ubyte32 short16 ushort16 int8 uint8 long4 ulong4 float8 double4 | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
= | X | X | X | X | X | X | X | X | X | X | X |
X | X | X | X | X | X | X | X | X | X | ||
X | X | X | X | X | X | X | X | X | X | ||
X | X | ||||||||||
/ | X | X | |||||||||
& | X | X | X | X | X | X | X | X | |||
| | X | X | X | X | X | X | X | X | |||
^ | X | X | X | X | X | X | X | X | |||
= | X | X | X | X | X | X | X | X | X | X | |
= | X | X | X | X | X | X | X | X | X | X | |
= | X | X | |||||||||
/= | X | X | |||||||||
&= | X | X | X | X | X | X | X | X | |||
|= | X | X | X | X | X | X | X | X | |||
^= | X | X | X | X | X | X | X | X | |||
== | X | X | X | X | X | X | X | X | X | X | |
!= | X | X | X | X | X | X | X | X | X | X | |
< | X | X | X | X | X | X | X | X | X | X | |
<= | X | X | X | X | X | X | X | X | X | X | |
>= | X | X | X | X | X | X | X | X | X | X | |
> | X | X | X | X | X | X | X | X | X | X | |
unary~ | X | X | X | X | X | X | X | X | |||
unary+ | X | X | X | X | X | X | X | X | X | X | |
unary- | X | X | X | X | X | X | X | X | X | X |
Operators not listed are not supported at all.
See core.simd for the supported intrinsics. abi, Application Binary Interface, betterc, Better C
CPUs often support specialized vector types and vector operations (a.k.a. media instructions). Vector types are a fixed array of floating or integer types, and vector operations operate simultaneously on them.
Specialized type, Vector types provide access to them.
The type, VectorBaseType must be a Static Array. The VectorElementType is the unqualified element type of the static array. The dimension of the static array is the number of elements in the vector.