| Using the GNU Compiler Collection (GCC): Half-Precision |
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On ARM and AArch64 targets, GCC supports half-precision (16-bit) floating
point via the __fp16 type defined in the ARM C Language Extensions.
On ARM systems, you must enable this type explicitly with the
-mfp16-format command-line option in order to use it.
ARM targets support two incompatible representations for half-precision floating-point values. You must choose one of the representations and use it consistently in your program.
Specifying -mfp16-format=ieee selects the IEEE 754-2008 format. This format can represent normalized values in the range of 2^{-14} to 65504. There are 11 bits of significand precision, approximately 3 decimal digits.
Specifying -mfp16-format=alternative selects the ARM alternative format. This representation is similar to the IEEE format, but does not support infinities or NaNs. Instead, the range of exponents is extended, so that this format can represent normalized values in the range of 2^{-14} to 131008.
The GCC port for AArch64 only supports the IEEE 754-2008 format, and does not require use of the -mfp16-format command-line option.
The __fp16 type may only be used as an argument to intrinsics defined
in <arm_fp16.h>, or as a storage format. For purposes of
arithmetic and other operations, __fp16 values in C or C++
expressions are automatically promoted to float.
The ARM target provides hardware support for conversions between
__fp16 and float values
as an extension to VFP and NEON (Advanced SIMD), and from ARMv8 provides
hardware support for conversions between __fp16 and double
values. GCC generates code using these hardware instructions if you
compile with options to select an FPU that provides them;
for example, -mfpu=neon-fp16 -mfloat-abi=softfp,
in addition to the -mfp16-format option to select
a half-precision format.
Language-level support for the __fp16 data type is
independent of whether GCC generates code using hardware floating-point
instructions. In cases where hardware support is not specified, GCC
implements conversions between __fp16 and other types as library
calls.
It is recommended that portable code use the _Float16 type defined
by ISO/IEC TS 18661-3:2015. See Floating Types.
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