Instruction
VMULPH
Multiplies packed half-precision values.
- Extensions
- Forms
- 6 (6 EVEX)
- Data
- Intel XED v2026.08.23
VMULPH multiplies half-precision values element by element, 32 per zmm
register, rounding each product once by MXCSR.RC or, on the 512-bit
register form, by {er}. It has opcode 59h in EVEX map 5, that of
MULPS, and reports invalid, overflow, underflow, precision and denormal;
VADDPH covers the format, the CPUID bits and the
encoding, and VMULPS the single-precision form.
Squares overflow early
The largest finite half is 65504, so any half above about 255.9 has a square that overflows to infinity. Intel’s optimization manual warns that 16-bit integers converted to halves land where squaring, as a correlation does, goes to infinity, and suggests scaling them by 1/256 after the conversion, which keeps both 128^2 and (2/256)^2 in the normal range (Section 18.5.7).
In our builds
At -O2 with -march=x86-64-v4 -mavx512fp16, GCC 14 and Clang 23 compile
c[i] = a[i] * b[i] over global _Float16 arrays to VMULPH, GCC on zmm
and Clang on ymm registers; a[i] * 2 becomes vaddph x, x, x, which
gives the same result, while a[i] * 0.5f16 stays a VMULPH. A multiply
followed by an add contracts into a fused multiply-add, as for singles:
GCC fuses even across two statements, giving
VFMADD132PH, and Clang only within one expression,
giving VFMADD213PH, with VMULPH and VADDPH for the
two-statement form.
Without AVX512-FP16, as with -march=znver5, both widen the halves with
VCVTPH2PS, multiply singles and narrow the product
with VCVTPS2PH under MXCSR’s rounding. That gives
VMULPH’s result: the product of two halves has at most 22 significant
bits and fits a single exactly, so only the narrowing rounds. AMD’s Zen
5 guide does not list AVX512-FP16, and this site’s recorded cases
include none of VMULPH.
In the optimization guide
What the optimization guide says about VMULPH, a line per claim. Each links to the claim in the guide, with its sources and where they differ.
Golden Cove and Raptor Cove
- Vectors, AVX-512 and AMX: AVX-512 FP16 adds and multiplies 32 half-precision values per 512-bit register with a latency of four cycles; division and square root take about 31. sources differ
Forms
| Instruction | Encoding | Requires |
|---|---|---|
VMULPH xmm {k}{z}, xmm, xmm
VMULPH_XMMf16_MASKmskw_XMMf16_XMMf16_AVX512 | EVEX.128.NP.MAP5.W0 59 /r | AVX10.1 or AVX512_FP16 + AVX512VL |
VMULPH xmm {k}{z}, xmm, m128/m16bcst
VMULPH_XMMf16_MASKmskw_XMMf16_MEMf16_AVX512 | EVEX.128.NP.MAP5.W0 59 /r | AVX10.1 or AVX512_FP16 + AVX512VL |
VMULPH ymm {k}{z}, ymm, ymm
VMULPH_YMMf16_MASKmskw_YMMf16_YMMf16_AVX512 | EVEX.256.NP.MAP5.W0 59 /r | AVX10.1 or AVX512_FP16 + AVX512VL |
VMULPH ymm {k}{z}, ymm, m256/m16bcst
VMULPH_YMMf16_MASKmskw_YMMf16_MEMf16_AVX512 | EVEX.256.NP.MAP5.W0 59 /r | AVX10.1 or AVX512_FP16 + AVX512VL |
VMULPH zmm {k}{z}, zmm, zmm, {er}
VMULPH_ZMMf16_MASKmskw_ZMMf16_ZMMf16_AVX512 | EVEX.512.NP.MAP5.W0 59 /r | AVX10.1 or AVX512_FP16 |
VMULPH zmm {k}{z}, zmm, m512/m16bcst
VMULPH_ZMMf16_MASKmskw_ZMMf16_MEMf16_AVX512 | EVEX.512.NP.MAP5.W0 59 /r | AVX10.1 or AVX512_FP16 |
Latency and throughput
| Model | xmm {k}{z}, xmm, xmmno maskymm {k}{z}, ymm, ymmno mask | xmm {k}{z}, xmm, xmmwith a mask, zeroingymm {k}{z}, ymm, ymmwith a mask, zeroing | xmm {k}{z}, xmm, m128/m16bcstymm {k}{z}, ymm, m256/m16bcst | zmm {k}{z}, zmm, zmm, {er}no mask, with {er} | zmm {k}{z}, zmm, zmm, {er}with a mask, zeroing | zmm {k}{z}, zmm, m512/m16bcst |
|---|---|---|---|---|---|---|
| Sapphire Rapids | 5 / 0.5p01 | 6 / 0.5p01 | 12 / 0.5p01 | 5 / 1p0 | 6 / 1p0 | 12 / 1p0 |
Data flow
Where the elements of the sources go, element 0 on the right; results that depend on a control value are drawn for an example. How to read.
Every half works alike: 8, 16 and 32 halves in the xmm, ymm and zmm forms. The forms write under a mask: where its bit is 0, the element keeps its old value, or zeroes it with {z}. With m16bcst, one half from memory stands for every element of the last source.
Result half i comes from half i of xmm2 and xmm3. Result halves 7 to 0: a7×b7, unchanged (bit 6 of k1 is 0), a5×b5, a4×b4, a3×b3, a2×b2, a1×b1, a0×b0.
Operation
What the forms do, in pseudocode that our tests run against results recorded on real processors. How to read.
for i in range(VL // 16):
if k1[i]:
a = zmm2.f16[i]
b = src3.f16[i]
zmm1.f16[i] = mul(a, b)
elif zeroing:
zmm1.f16[i] = 0
# else: zmm1.f16[i] keeps its value
# m16bcst: src3.f16[i] is the m16 for every i
# {er}: the form's rounding, not MXCSR.RC, and no flags
# zmm1 is zeroed from bit VL upNot run on a processor: none of these processors has AVX512-FP16. The tests check its arithmetic against MPFR.
Operands
| Operand | Kind | Action |
|---|---|---|
VMULPH xmm {k}{z}, xmm, xmm/m128/m16bcst VMULPH ymm {k}{z}, ymm, ymm/m256/m16bcst VMULPH zmm {k}{z}, zmm, zmm/m512/m16bcst, {er} | ||
xmm, ymm, zmm | explicit | write (masked) |
{k} | explicit | read (write mask) |
xmm, ymm, zmm | explicit | read |
xmm/m128/m16bcst, ymm/m256/m16bcst, zmm/m512/m16bcst | explicit | read |
Flags
None: XED records no flag that the forms test or change.
Exceptions
The exception class is XED's name for the set of exception conditions that a form follows. How to read.
- All forms
AVX512-E2
Attributes
What else XED records about the forms. How to read.
- All forms
- write masking; follows MXCSR
- Memory forms
- embedded broadcast (tuple Full); memory fault suppression
Intrinsics
The C intrinsics of Clang 23.1.2 that compile to VMULPH, each with the form it compiles to and the Clang options it needs. The forms come from compiling every intrinsic and decoding the result with Intel XED; all intrinsics A–Z explains the method.
| Intrinsic | Compiles to |
|---|---|
_mm_mul_ph
__m128h _mm_mul_ph(__m128h __A, __m128h __B) |
|
_mm_mask_mul_ph
__m128h _mm_mask_mul_ph(__m128h __W, __mmask8 __U, __m128h __A, __m128h __B) |
|
_mm_maskz_mul_ph
__m128h _mm_maskz_mul_ph(__mmask8 __U, __m128h __A, __m128h __B) |
|
_mm256_mul_ph
__m256h _mm256_mul_ph(__m256h __A, __m256h __B) |
|
_mm256_mask_mul_ph
__m256h _mm256_mask_mul_ph(__m256h __W, __mmask16 __U, __m256h __A, __m256h __B) |
|
_mm256_maskz_mul_ph
__m256h _mm256_maskz_mul_ph(__mmask16 __U, __m256h __A, __m256h __B) |
|
_mm512_mul_ph
__m512h _mm512_mul_ph(__m512h __A, __m512h __B) |
|
_mm512_mul_round_ph
__m512h _mm512_mul_round_ph(__m512h A, __m512h B, const int R) |
|
_mm512_mask_mul_ph
__m512h _mm512_mask_mul_ph(__m512h __W, __mmask32 __U, __m512h __A, __m512h __B) |
|
_mm512_mask_mul_round_ph
__m512h _mm512_mask_mul_round_ph(__m512h W, __mmask32 U, __m512h A, __m512h B, const int R) |
|
_mm512_maskz_mul_ph
__m512h _mm512_maskz_mul_ph(__mmask32 __U, __m512h __A, __m512h __B) |
|
_mm512_maskz_mul_round_ph
__m512h _mm512_maskz_mul_round_ph(__mmask32 U, __m512h A, __m512h B, const int R) |
|
CPUID and processors
Each form belongs to an XED ISA set. A form can be used when the processor reports every CPUID bit of one of its ISA set's alternatives.
| ISA set | CPUID | Processors |
|---|---|---|
AVX512_FP16_128 | AVX10.1 or AVX512_FP16 + AVX512VL | Nova Lake, Sapphire Rapids, Emerald Rapids, Granite Rapids, Diamond Rapids, Zen 6 |
AVX512_FP16_256 | Same as AVX512_FP16_128 | Same as AVX512_FP16_128 |
AVX512_FP16_512 | AVX10.1 or AVX512_FP16 | Same as AVX512_FP16_128 |
More AVX10.1 instructions
Sources
- Intel XED v2026.08.23 (commit
0bcb6237345c): forms, encodings, operands, flags, exception classes, attributes, ISA sets, CPUID bits and chip model. - The CPU data of x86-64.net: Zen 3 to Zen 6, from GCC’s
-marchfeature sets and AMD’s Processor Programming References, which the page of each processor cites. - Clang's x86 intrinsic headers, LLVM 23.1.2 (commit
85ac56026243): the intrinsics, their signatures and doc comments, and the Clang of that release, which compiled each of them. - LLVM 23.1.2's x86 scheduling models (commit
85ac56026243): the latency, reciprocal throughput and ports of each form, as llvm-mca reports them. - Intel Advanced Vector Extensions 10.2 Architecture Specification, revision 7.0 (361050-007, April 2026)
- Intel 64 and IA-32 Architectures Software Developer's Manual, Volume 2 (325383-093, September 2026): Volume 2C, page 5-430 (VMULPH)
- Intel 64 and IA-32 Architectures Optimization Reference Manual, Volume 1 (248966-051, October 2026)
- Software Optimization Guide for the AMD Zen5 Microarchitecture (58455, rev. 1.00, August 2024), Wayback Machine copy of AMD's ZIP
The tables are derived from Intel XED, Copyright Intel Corporation, licensed under the Apache License 2.0; x86-64.net converted and reformatted them. The intrinsics and their signatures come from Clang and the timings from LLVM's scheduling models, both part of the LLVM Project, licensed under the Apache License 2.0 with LLVM Exceptions. The text is our own.