Extensions
Forms
6 (6 EVEX)
Data
Intel XED v2026.08.23

VFMADD231PH computes op2 × op3 + op1 for each half-precision element and rounds once: the destination is the addend, so it is the form that accumulates, acc += x × y, with one factor from memory or broadcast from a single half. VFMADD132PH covers the FP16 family and its masking, VFMADD231PS explains the three digits for singles, and VADDPH the format and the CPUID bits. Under a merge mask the unselected elements keep the addend, which is why both GCC 14 and Clang 23 compile _mm512_mask3_fmadd_ph(a, b, c, k), which must keep c, to it.

Dot products in halves

A sum of products held in a half quickly runs out of precision: only integers up to 2048 are exact (Intel’s optimization manual, Section 18.5.2), so past that an addition of 1 is lost. At -O2 with -march=x86-64-v4 -mavx512fp16, a dot product over two _Float16 arrays shows how the compilers keep C’s order of additions: GCC multiplies 32 pairs at a time with VMULPH and then adds the products one by one with VADDSH, so nothing is fused; Clang keeps a chain of scalar FMAs (VFMADD231SH and VFMADD132SH) reading b from memory. Only with -ffast-math do both accumulate with VFMADD231PH, GCC in two zmm accumulators and Clang in four ymm ones, and reduce them with VADDPH at the end.

AVX10.2 adds VDPPHPS for this case: it multiplies pairs of halves and accumulates them into singles, with round to nearest even, output denormals flushed and MXCSR neither read nor written.

AMD’s Zen 5 guide does not list AVX512-FP16, and this site’s recorded cases include none of VFMADD231PH.

Forms

Every encoding of VFMADD231PH that Intel XED knows, one row per XED instruction form (iform). How to read the notation.
InstructionEncodingRequires
VFMADD231PH xmm {k}{z}, xmm, xmm VFMADD231PH_XMMf16_MASKmskw_XMMf16_XMMf16_AVX512EVEX.128.66.MAP6.W0 B8 /rAVX10.1 or AVX512_FP16 + AVX512VL
VFMADD231PH xmm {k}{z}, xmm, m128/m16bcst VFMADD231PH_XMMf16_MASKmskw_XMMf16_MEMf16_AVX512EVEX.128.66.MAP6.W0 B8 /rAVX10.1 or AVX512_FP16 + AVX512VL
VFMADD231PH ymm {k}{z}, ymm, ymm VFMADD231PH_YMMf16_MASKmskw_YMMf16_YMMf16_AVX512EVEX.256.66.MAP6.W0 B8 /rAVX10.1 or AVX512_FP16 + AVX512VL
VFMADD231PH ymm {k}{z}, ymm, m256/m16bcst VFMADD231PH_YMMf16_MASKmskw_YMMf16_MEMf16_AVX512EVEX.256.66.MAP6.W0 B8 /rAVX10.1 or AVX512_FP16 + AVX512VL
VFMADD231PH zmm {k}{z}, zmm, zmm, {er} VFMADD231PH_ZMMf16_MASKmskw_ZMMf16_ZMMf16_AVX512EVEX.512.66.MAP6.W0 B8 /rAVX10.1 or AVX512_FP16
VFMADD231PH zmm {k}{z}, zmm, m512/m16bcst VFMADD231PH_ZMMf16_MASKmskw_ZMMf16_MEMf16_AVX512EVEX.512.66.MAP6.W0 B8 /rAVX10.1 or AVX512_FP16

Latency and throughput

What the scheduling models of LLVM 23.1.2 give for each form, not measurements: latency / reciprocal throughput in cycles, the ports under them. A row is a model, or models that agree; a dash, a form that its processors lack. Memory forms: latency from the address, ports without the load and store units. Which processors each model covers.
Modelxmm {k}{z}, xmm, xmmno mask
ymm {k}{z}, ymm, ymmno mask
xmm {k}{z}, xmm, xmmwith a mask, zeroing
ymm {k}{z}, ymm, ymmwith a mask, zeroing
xmm {k}{z}, xmm, m128/m16bcst
ymm {k}{z}, ymm, m256/m16bcst
zmm {k}{z}, zmm, zmm, {er}no mask, with {er}zmm {k}{z}, zmm, zmm, {er}with a mask, zeroingzmm {k}{z}, zmm, m512/m16bcst
Sapphire Rapids5 / 0.5p016 / 0.5p0112 / 0.5p015 / 1p06 / 1p012 / 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.

Element-wise: each half of the result comes from the half in the same place in each source.
VFMADD231PH: element by elementResult half i comes from half i of xmm1, xmm2 and xmm3. Result halves 7 to 0: r7, unchanged (bit 6 of k1 is 0), r5, r4, r3, r2, r1, r0.01234567xmm1a01234567xmm2b01234567xmm3or m128c11111110k1r0r1r2r3r4r5r7xmm1

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. The sources are drawn above the result, each element in its own column.

Result half i comes from half i of xmm1, xmm2 and xmm3. Result halves 7 to 0: r7, unchanged (bit 6 of k1 is 0), r5, r4, r3, r2, r1, r0.

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 = zmm1.f16[i]
        b = zmm2.f16[i]
        c = src3.f16[i]
        zmm1.f16[i] = fmadd(b, c, a)
    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 up

Not run on a processor: none of these processors has AVX512-FP16. The tests check its arithmetic against MPFR.

Operands

What each form reads and writes, as Intel XED records it: the operands of its syntax, in order, and the implicit ones that the syntax does not name. How to read.
OperandKindAction
VFMADD231PH xmm {k}{z}, xmm, xmm/m128/m16bcst VFMADD231PH ymm {k}{z}, ymm, ymm/m256/m16bcst VFMADD231PH zmm {k}{z}, zmm, zmm/m512/m16bcst, {er}
xmm, ymm, zmmexplicitread, write (masked)
{k}explicitread (write mask)
xmm, ymm, zmmexplicitread
xmm/m128/m16bcst, ymm/m256/m16bcst, zmm/m512/m16bcstexplicitread

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 VFMADD231PH, 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.

IntrinsicCompiles to
_mm_fmadd_ph __m128h _mm_fmadd_ph(__m128h __A, __m128h __B, __m128h __C)

VFMADD231PH xmm, xmm, xmm EVEX.128 -mavx512fp16 -mavx512vlwhen __C is already in the destination register

_mm_mask3_fmadd_ph __m128h _mm_mask3_fmadd_ph(__m128h __A, __m128h __B, __m128h __C, __mmask8 __U)

VFMADD231PH xmm {k}, xmm, xmm EVEX.128 -mavx512fp16 -mavx512vl

_mm_maskz_fmadd_ph __m128h _mm_maskz_fmadd_ph(__mmask8 __U, __m128h __A, __m128h __B, __m128h __C)

VFMADD231PH xmm {k}{z}, xmm, xmm EVEX.128 -mavx512fp16 -mavx512vlwhen __C is already in the destination register

_mm256_fmadd_ph __m256h _mm256_fmadd_ph(__m256h __A, __m256h __B, __m256h __C)

VFMADD231PH ymm, ymm, ymm EVEX.256 -mavx512fp16 -mavx512vlwhen __C is already in the destination register

_mm256_mask3_fmadd_ph __m256h _mm256_mask3_fmadd_ph(__m256h __A, __m256h __B, __m256h __C, __mmask16 __U)

VFMADD231PH ymm {k}, ymm, ymm EVEX.256 -mavx512fp16 -mavx512vl

_mm256_maskz_fmadd_ph __m256h _mm256_maskz_fmadd_ph(__mmask16 __U, __m256h __A, __m256h __B, __m256h __C)

VFMADD231PH ymm {k}{z}, ymm, ymm EVEX.256 -mavx512fp16 -mavx512vlwhen __C is already in the destination register

_mm512_fmadd_ph __m512h _mm512_fmadd_ph(__m512h __A, __m512h __B, __m512h __C)

VFMADD231PH zmm, zmm, zmm EVEX.512 -mavx512fp16when __C is already in the destination register

_mm512_fmadd_round_ph __m512h _mm512_fmadd_round_ph(__m512h A, __m512h B, __m512h C, const int R)

VFMADD231PH zmm, zmm, zmm, {er} EVEX.512 -mavx512fp16when C is already in the destination register

_mm512_mask3_fmadd_ph __m512h _mm512_mask3_fmadd_ph(__m512h __A, __m512h __B, __m512h __C, __mmask32 __U)

VFMADD231PH zmm {k}, zmm, zmm EVEX.512 -mavx512fp16

_mm512_mask3_fmadd_round_ph __m512h _mm512_mask3_fmadd_round_ph(__m512h A, __m512h B, __m512h C, __mmask32 U, const int R)

VFMADD231PH zmm {k}, zmm, zmm, {er} EVEX.512 -mavx512fp16

_mm512_maskz_fmadd_ph __m512h _mm512_maskz_fmadd_ph(__mmask32 __U, __m512h __A, __m512h __B, __m512h __C)

VFMADD231PH zmm {k}{z}, zmm, zmm EVEX.512 -mavx512fp16when __C is already in the destination register

_mm512_maskz_fmadd_round_ph __m512h _mm512_maskz_fmadd_round_ph(__mmask32 U, __m512h A, __m512h B, __m512h C, const int R)

VFMADD231PH zmm {k}{z}, zmm, zmm, {er} EVEX.512 -mavx512fp16when C is already in the destination register

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.

CPUID requirements and processors of the XED ISA sets above. Alternatives are separated by “or”; processors follow XED’s chip model, whose AMD processors end with Zen 2, and the CPU data of this site for Zen 3 to Zen 6.
ISA setCPUIDProcessors
AVX512_FP16_128

AVX10.1
CPUID.(EAX=07H,ECX=1):EDX[19] AVX10
CPUID.(EAX=24H,ECX=0):EBX[7:0] ≥ 1 AVX10 version

or

AVX512_FP16 + AVX512VL
CPUID.(EAX=07H,ECX=0):EDX[23] AVX512_FP16
CPUID.(EAX=07H,ECX=0):EBX[31] AVX512VL

Nova Lake, Sapphire Rapids, Emerald Rapids, Granite Rapids, Diamond Rapids, Zen 6
AVX512_FP16_256
Same as AVX512_FP16_128Same as AVX512_FP16_128
AVX512_FP16_512

AVX10.1
CPUID.(EAX=07H,ECX=1):EDX[19] AVX10
CPUID.(EAX=24H,ECX=0):EBX[7:0] ≥ 1 AVX10 version

or

AVX512_FP16
CPUID.(EAX=07H,ECX=0):EDX[23] AVX512_FP16

Same as AVX512_FP16_128

More AVX10.1 instructions

All 686 AVX10.1 instructions

Sources

  1. Intel XED v2026.08.23 (commit 0bcb6237345c): forms, encodings, operands, flags, exception classes, attributes, ISA sets, CPUID bits and chip model.
  2. The CPU data of x86-64.net: Zen 3 to Zen 6, from GCC’s -march feature sets and AMD’s Processor Programming References, which the page of each processor cites.
  3. 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.
  4. LLVM 23.1.2's x86 scheduling models (commit 85ac56026243): the latency, reciprocal throughput and ports of each form, as llvm-mca reports them.
  5. Intel Advanced Vector Extensions 10.2 Architecture Specification, revision 7.0 (361050-007, April 2026)
  6. Intel 64 and IA-32 Architectures Software Developer's Manual, Volume 2 (325383-093, September 2026): Volume 2C, page 5-214 (VF[,N]MADD[132,213,231]PH)
  7. Intel 64 and IA-32 Architectures Optimization Reference Manual, Volume 1 (248966-051, October 2026)
  8. 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.