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[v6] aarch64: Add vector popcount besides QImode [PR113859]

Message ID 20240628004850.9805-1-quic_pzheng@quicinc.com
State New
Headers show
Series [v6] aarch64: Add vector popcount besides QImode [PR113859] | expand

Commit Message

Pengxuan Zheng (QUIC) June 28, 2024, 12:48 a.m. UTC
This patch improves GCC’s vectorization of __builtin_popcount for aarch64 target
by adding popcount patterns for vector modes besides QImode, i.e., HImode,
SImode and DImode.

With this patch, we now generate the following for V8HI:
  cnt     v1.16b, v0.16b
  uaddlp  v2.8h, v1.16b

For V4HI, we generate:
  cnt     v1.8b, v0.8b
  uaddlp  v2.4h, v1.8b

For V4SI, we generate:
  cnt     v1.16b, v0.16b
  uaddlp  v2.8h, v1.16b
  uaddlp  v3.4s, v2.8h

For V4SI with TARGET_DOTPROD, we generate the following instead:
  movi    v0.4s, #0
  movi    v1.16b, #1
  cnt     v3.16b, v2.16b
  udot    v0.4s, v3.16b, v1.16b

For V2SI, we generate:
  cnt     v1.8b, v.8b
  uaddlp  v2.4h, v1.8b
  uaddlp  v3.2s, v2.4h

For V2SI with TARGET_DOTPROD, we generate the following instead:
  movi    v0.8b, #0
  movi    v1.8b, #1
  cnt     v3.8b, v2.8b
  udot    v0.2s, v3.8b, v1.8b

For V2DI, we generate:
  cnt     v1.16b, v.16b
  uaddlp  v2.8h, v1.16b
  uaddlp  v3.4s, v2.8h
  uaddlp  v4.2d, v3.4s

For V4SI with TARGET_DOTPROD, we generate the following instead:
  movi    v0.4s, #0
  movi    v1.16b, #1
  cnt     v3.16b, v2.16b
  udot    v0.4s, v3.16b, v1.16b
  uaddlp  v0.2d, v0.4s

	PR target/113859

gcc/ChangeLog:

	* config/aarch64/aarch64-simd.md (aarch64_<su>addlp<mode>): Rename to...
	(@aarch64_<su>addlp<mode>): ... This.
	(popcount<mode>2): New define_expand.

gcc/testsuite/ChangeLog:

	* gcc.target/aarch64/popcnt-udot.c: New test.
	* gcc.target/aarch64/popcnt-vec.c: New test.

Signed-off-by: Pengxuan Zheng <quic_pzheng@quicinc.com>
---
 gcc/config/aarch64/aarch64-simd.md            | 41 ++++++++++-
 .../gcc.target/aarch64/popcnt-udot.c          | 58 ++++++++++++++++
 gcc/testsuite/gcc.target/aarch64/popcnt-vec.c | 69 +++++++++++++++++++
 3 files changed, 167 insertions(+), 1 deletion(-)
 create mode 100644 gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
 create mode 100644 gcc/testsuite/gcc.target/aarch64/popcnt-vec.c

Comments

Tejas Belagod June 28, 2024, 6:52 a.m. UTC | #1
On 6/28/24 6:18 AM, Pengxuan Zheng wrote:
> This patch improves GCC’s vectorization of __builtin_popcount for aarch64 target
> by adding popcount patterns for vector modes besides QImode, i.e., HImode,
> SImode and DImode.
> 
> With this patch, we now generate the following for V8HI:
>    cnt     v1.16b, v0.16b
>    uaddlp  v2.8h, v1.16b
> 
> For V4HI, we generate:
>    cnt     v1.8b, v0.8b
>    uaddlp  v2.4h, v1.8b
> 
> For V4SI, we generate:
>    cnt     v1.16b, v0.16b
>    uaddlp  v2.8h, v1.16b
>    uaddlp  v3.4s, v2.8h
> 
> For V4SI with TARGET_DOTPROD, we generate the following instead:
>    movi    v0.4s, #0
>    movi    v1.16b, #1
>    cnt     v3.16b, v2.16b
>    udot    v0.4s, v3.16b, v1.16b
> 
> For V2SI, we generate:
>    cnt     v1.8b, v.8b
>    uaddlp  v2.4h, v1.8b
>    uaddlp  v3.2s, v2.4h
> 
> For V2SI with TARGET_DOTPROD, we generate the following instead:
>    movi    v0.8b, #0
>    movi    v1.8b, #1
>    cnt     v3.8b, v2.8b
>    udot    v0.2s, v3.8b, v1.8b
> 
> For V2DI, we generate:
>    cnt     v1.16b, v.16b
>    uaddlp  v2.8h, v1.16b
>    uaddlp  v3.4s, v2.8h
>    uaddlp  v4.2d, v3.4s
> 
> For V4SI with TARGET_DOTPROD, we generate the following instead:
>    movi    v0.4s, #0
>    movi    v1.16b, #1
>    cnt     v3.16b, v2.16b
>    udot    v0.4s, v3.16b, v1.16b
>    uaddlp  v0.2d, v0.4s
> 
> 	PR target/113859
> 
> gcc/ChangeLog:
> 
> 	* config/aarch64/aarch64-simd.md (aarch64_<su>addlp<mode>): Rename to...
> 	(@aarch64_<su>addlp<mode>): ... This.
> 	(popcount<mode>2): New define_expand.
> 
> gcc/testsuite/ChangeLog:
> 
> 	* gcc.target/aarch64/popcnt-udot.c: New test.
> 	* gcc.target/aarch64/popcnt-vec.c: New test.
> 
> Signed-off-by: Pengxuan Zheng <quic_pzheng@quicinc.com>
> ---
>   gcc/config/aarch64/aarch64-simd.md            | 41 ++++++++++-
>   .../gcc.target/aarch64/popcnt-udot.c          | 58 ++++++++++++++++
>   gcc/testsuite/gcc.target/aarch64/popcnt-vec.c | 69 +++++++++++++++++++
>   3 files changed, 167 insertions(+), 1 deletion(-)
>   create mode 100644 gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
>   create mode 100644 gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
> 
> diff --git a/gcc/config/aarch64/aarch64-simd.md b/gcc/config/aarch64/aarch64-simd.md
> index 01b084d8ccb..afdf3ec7873 100644
> --- a/gcc/config/aarch64/aarch64-simd.md
> +++ b/gcc/config/aarch64/aarch64-simd.md
> @@ -3461,7 +3461,7 @@ (define_insn "*aarch64_<su>addlv<VDQV_L:mode>_ze<GPI:mode>"
>     [(set_attr "type" "neon_reduc_add<VDQV_L:q>")]
>   )
>   
> -(define_expand "aarch64_<su>addlp<mode>"
> +(define_expand "@aarch64_<su>addlp<mode>"
>     [(set (match_operand:<VDBLW> 0 "register_operand")
>   	(plus:<VDBLW>
>   	  (vec_select:<VDBLW>
> @@ -3517,6 +3517,45 @@ (define_insn "popcount<mode>2<vczle><vczbe>"
>     [(set_attr "type" "neon_cnt<q>")]
>   )
>   
> +(define_expand "popcount<mode>2"
> +  [(set (match_operand:VDQHSD 0 "register_operand")
> +        (popcount:VDQHSD (match_operand:VDQHSD 1 "register_operand")))]
> +  "TARGET_SIMD"
> +  {
> +    /* Generate a byte popcount. */

A couple of formatting nits. Two spaces before end of comment.

> +    machine_mode mode = <bitsize> == 64 ? V8QImode : V16QImode;
> +    rtx tmp = gen_reg_rtx (mode);
> +    auto icode = optab_handler (popcount_optab, mode);
> +    emit_insn (GEN_FCN (icode) (tmp, gen_lowpart (mode, operands[1])));
> +
> +    if (TARGET_DOTPROD
> +        && (<VEL>mode == SImode || <VEL>mode == DImode))
> +      {
> +        /* For V4SI and V2SI, we can generate a UDOT with a 0 accumulator and a
> +           1 multiplicand. For V2DI, another UAADDLP is needed. */

Likewise.

> +        rtx ones = force_reg (mode, CONST1_RTX (mode));
> +        auto icode = optab_handler (udot_prod_optab, mode);
> +        mode = <bitsize> == 64 ? V2SImode : V4SImode;
> +        rtx dest = mode == <MODE>mode ? operands[0] : gen_reg_rtx (mode);
> +        rtx zeros = force_reg (mode, CONST0_RTX (mode));
> +        emit_insn (GEN_FCN (icode) (dest, tmp, ones, zeros));
> +        tmp = dest;
> +      }
> +
> +    /* Use a sequence of UADDLPs to accumulate the counts. Each step doubles
> +       the element size and halves the number of elements. */

Likewise. Also two spaces after the dot before a new sentence.

You could run your patch through gcc/contrib/check_GNU_style.sh to check 
for formatting nits.

Thanks,
Tejas.

> +    while (mode != <MODE>mode)
> +      {
> +        auto icode = code_for_aarch64_addlp (ZERO_EXTEND, GET_MODE (tmp));
> +        mode = insn_data[icode].operand[0].mode;
> +        rtx dest = mode == <MODE>mode ? operands[0] : gen_reg_rtx (mode);
> +        emit_insn (GEN_FCN (icode) (dest, tmp));
> +        tmp = dest;
> +      }
> +    DONE;
> +  }
> +)
> +
>   ;; 'across lanes' max and min ops.
>   
>   ;; Template for outputting a scalar, so we can create __builtins which can be
> diff --git a/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c b/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
> new file mode 100644
> index 00000000000..f6a968dae95
> --- /dev/null
> +++ b/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
> @@ -0,0 +1,58 @@
> +/* { dg-do compile } */
> +/* { dg-options "-O2 -march=armv8.2-a+dotprod -fno-vect-cost-model -fno-schedule-insns -fno-schedule-insns2" } */
> +
> +/*
> +** bar:
> +**	movi	v([0-9]+).16b, 0x1
> +**	movi	v([0-9]+).4s, 0
> +**	ldr	q([0-9]+), \[x0\]
> +**	cnt	v([0-9]+).16b, v\3.16b
> +**	udot	v\2.4s, v\4.16b, v\1.16b
> +**	str	q\2, \[x1\]
> +**	ret
> +*/
> +void
> +bar (unsigned int *__restrict b, unsigned int *__restrict d)
> +{
> +  d[0] = __builtin_popcount (b[0]);
> +  d[1] = __builtin_popcount (b[1]);
> +  d[2] = __builtin_popcount (b[2]);
> +  d[3] = __builtin_popcount (b[3]);
> +}
> +
> +/*
> +** bar1:
> +**	movi	v([0-9]+).8b, 0x1
> +**	movi	v([0-9]+).2s, 0
> +**	ldr	d([0-9]+), \[x0\]
> +**	cnt	v([0-9]+).8b, v\3.8b
> +**	udot	v\2.2s, v\4.8b, v\1.8b
> +**	str	d\2, \[x1\]
> +**	ret
> +*/
> +void
> +bar1 (unsigned int *__restrict b, unsigned int *__restrict d)
> +{
> +  d[0] = __builtin_popcount (b[0]);
> +  d[1] = __builtin_popcount (b[1]);
> +}
> +
> +/*
> +** bar2:
> +**	movi	v([0-9]+).16b, 0x1
> +**	movi	v([0-9]+).4s, 0
> +**	ldr	q([0-9]+), \[x0\]
> +**	cnt	v([0-9]+).16b, v\3.16b
> +**	udot	v\2.4s, v\4.16b, v\1.16b
> +**	uaddlp	v\2.2d, v\2.4s
> +**	str	q\2, \[x1\]
> +**	ret
> +*/
> +void
> +bar2 (unsigned long long *__restrict b, unsigned long long *__restrict d)
> +{
> +  d[0] = __builtin_popcountll (b[0]);
> +  d[1] = __builtin_popcountll (b[1]);
> +}
> +
> +/* { dg-final { check-function-bodies "**" "" "" } } */
> diff --git a/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c b/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
> new file mode 100644
> index 00000000000..0c4926d7ca8
> --- /dev/null
> +++ b/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
> @@ -0,0 +1,69 @@
> +/* { dg-do compile } */
> +/* { dg-options "-O2 -fno-vect-cost-model" } */
> +
> +/* This function should produce cnt v.16b. */
> +void
> +bar (unsigned char *__restrict b, unsigned char *__restrict d)
> +{
> +  for (int i = 0; i < 1024; i++)
> +    d[i] = __builtin_popcount (b[i]);
> +}
> +
> +/* This function should produce cnt v.16b and uaddlp (Add Long Pairwise). */
> +void
> +bar1 (unsigned short *__restrict b, unsigned short *__restrict d)
> +{
> +  for (int i = 0; i < 1024; i++)
> +    d[i] = __builtin_popcount (b[i]);
> +}
> +
> +/* This function should produce cnt v.16b and 2 uaddlp (Add Long Pairwise). */
> +void
> +bar2 (unsigned int *__restrict b, unsigned int *__restrict d)
> +{
> +  for (int i = 0; i < 1024; i++)
> +    d[i] = __builtin_popcount (b[i]);
> +}
> +
> +/* This function should produce cnt v.16b and 3 uaddlp (Add Long Pairwise). */
> +void
> +bar3 (unsigned long long *__restrict b, unsigned long long *__restrict d)
> +{
> +  for (int i = 0; i < 1024; i++)
> +    d[i] = __builtin_popcountll (b[i]);
> +}
> +
> +/* SLP
> +   This function should produce cnt v.8b and uaddlp (Add Long Pairwise). */
> +void
> +bar4 (unsigned short *__restrict b, unsigned short *__restrict d)
> +{
> +  d[0] = __builtin_popcount (b[0]);
> +  d[1] = __builtin_popcount (b[1]);
> +  d[2] = __builtin_popcount (b[2]);
> +  d[3] = __builtin_popcount (b[3]);
> +}
> +
> +/* SLP
> +   This function should produce cnt v.8b and 2 uaddlp (Add Long Pairwise). */
> +void
> +bar5 (unsigned int *__restrict b, unsigned int *__restrict d)
> +{
> +  d[0] = __builtin_popcount (b[0]);
> +  d[1] = __builtin_popcount (b[1]);
> +}
> +
> +/* SLP
> +   This function should produce cnt v.16b and 3 uaddlp (Add Long Pairwise). */
> +void
> +bar6 (unsigned long long *__restrict b, unsigned long long *__restrict d)
> +{
> +  d[0] = __builtin_popcountll (b[0]);
> +  d[1] = __builtin_popcountll (b[1]);
> +}
> +
> +/* { dg-final { scan-assembler-not {\tbl\tpopcount} } } */
> +/* { dg-final { scan-assembler-times {cnt\t} 7 } } */
> +/* { dg-final { scan-assembler-times {uaddlp\t} 12 } } */
> +/* { dg-final { scan-assembler-times {ldr\tq} 5 } } */
> +/* { dg-final { scan-assembler-times {ldr\td} 2 } } */
Pengxuan Zheng (QUIC) June 28, 2024, 5:27 p.m. UTC | #2
> On 6/28/24 6:18 AM, Pengxuan Zheng wrote:
> > This patch improves GCC’s vectorization of __builtin_popcount for
> > aarch64 target by adding popcount patterns for vector modes besides
> > QImode, i.e., HImode, SImode and DImode.
> >
> > With this patch, we now generate the following for V8HI:
> >    cnt     v1.16b, v0.16b
> >    uaddlp  v2.8h, v1.16b
> >
> > For V4HI, we generate:
> >    cnt     v1.8b, v0.8b
> >    uaddlp  v2.4h, v1.8b
> >
> > For V4SI, we generate:
> >    cnt     v1.16b, v0.16b
> >    uaddlp  v2.8h, v1.16b
> >    uaddlp  v3.4s, v2.8h
> >
> > For V4SI with TARGET_DOTPROD, we generate the following instead:
> >    movi    v0.4s, #0
> >    movi    v1.16b, #1
> >    cnt     v3.16b, v2.16b
> >    udot    v0.4s, v3.16b, v1.16b
> >
> > For V2SI, we generate:
> >    cnt     v1.8b, v.8b
> >    uaddlp  v2.4h, v1.8b
> >    uaddlp  v3.2s, v2.4h
> >
> > For V2SI with TARGET_DOTPROD, we generate the following instead:
> >    movi    v0.8b, #0
> >    movi    v1.8b, #1
> >    cnt     v3.8b, v2.8b
> >    udot    v0.2s, v3.8b, v1.8b
> >
> > For V2DI, we generate:
> >    cnt     v1.16b, v.16b
> >    uaddlp  v2.8h, v1.16b
> >    uaddlp  v3.4s, v2.8h
> >    uaddlp  v4.2d, v3.4s
> >
> > For V4SI with TARGET_DOTPROD, we generate the following instead:
> >    movi    v0.4s, #0
> >    movi    v1.16b, #1
> >    cnt     v3.16b, v2.16b
> >    udot    v0.4s, v3.16b, v1.16b
> >    uaddlp  v0.2d, v0.4s
> >
> > 	PR target/113859
> >
> > gcc/ChangeLog:
> >
> > 	* config/aarch64/aarch64-simd.md (aarch64_<su>addlp<mode>):
> Rename to...
> > 	(@aarch64_<su>addlp<mode>): ... This.
> > 	(popcount<mode>2): New define_expand.
> >
> > gcc/testsuite/ChangeLog:
> >
> > 	* gcc.target/aarch64/popcnt-udot.c: New test.
> > 	* gcc.target/aarch64/popcnt-vec.c: New test.
> >
> > Signed-off-by: Pengxuan Zheng <quic_pzheng@quicinc.com>
> > ---
> >   gcc/config/aarch64/aarch64-simd.md            | 41 ++++++++++-
> >   .../gcc.target/aarch64/popcnt-udot.c          | 58 ++++++++++++++++
> >   gcc/testsuite/gcc.target/aarch64/popcnt-vec.c | 69 +++++++++++++++++++
> >   3 files changed, 167 insertions(+), 1 deletion(-)
> >   create mode 100644 gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
> >   create mode 100644 gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
> >
> > diff --git a/gcc/config/aarch64/aarch64-simd.md
> > b/gcc/config/aarch64/aarch64-simd.md
> > index 01b084d8ccb..afdf3ec7873 100644
> > --- a/gcc/config/aarch64/aarch64-simd.md
> > +++ b/gcc/config/aarch64/aarch64-simd.md
> > @@ -3461,7 +3461,7 @@ (define_insn
> "*aarch64_<su>addlv<VDQV_L:mode>_ze<GPI:mode>"
> >     [(set_attr "type" "neon_reduc_add<VDQV_L:q>")]
> >   )
> >
> > -(define_expand "aarch64_<su>addlp<mode>"
> > +(define_expand "@aarch64_<su>addlp<mode>"
> >     [(set (match_operand:<VDBLW> 0 "register_operand")
> >   	(plus:<VDBLW>
> >   	  (vec_select:<VDBLW>
> > @@ -3517,6 +3517,45 @@ (define_insn
> "popcount<mode>2<vczle><vczbe>"
> >     [(set_attr "type" "neon_cnt<q>")]
> >   )
> >
> > +(define_expand "popcount<mode>2"
> > +  [(set (match_operand:VDQHSD 0 "register_operand")
> > +        (popcount:VDQHSD (match_operand:VDQHSD 1
> > +"register_operand")))]
> > +  "TARGET_SIMD"
> > +  {
> > +    /* Generate a byte popcount. */
> 
> A couple of formatting nits. Two spaces before end of comment.

I noticed this in other places, but didn't realize it's intentional. Glad you pointed this out!

> 
> > +    machine_mode mode = <bitsize> == 64 ? V8QImode : V16QImode;
> > +    rtx tmp = gen_reg_rtx (mode);
> > +    auto icode = optab_handler (popcount_optab, mode);
> > +    emit_insn (GEN_FCN (icode) (tmp, gen_lowpart (mode,
> > + operands[1])));
> > +
> > +    if (TARGET_DOTPROD
> > +        && (<VEL>mode == SImode || <VEL>mode == DImode))
> > +      {
> > +        /* For V4SI and V2SI, we can generate a UDOT with a 0 accumulator
> and a
> > +           1 multiplicand. For V2DI, another UAADDLP is needed. */
> 
> Likewise.
> 
> > +        rtx ones = force_reg (mode, CONST1_RTX (mode));
> > +        auto icode = optab_handler (udot_prod_optab, mode);
> > +        mode = <bitsize> == 64 ? V2SImode : V4SImode;
> > +        rtx dest = mode == <MODE>mode ? operands[0] : gen_reg_rtx
> (mode);
> > +        rtx zeros = force_reg (mode, CONST0_RTX (mode));
> > +        emit_insn (GEN_FCN (icode) (dest, tmp, ones, zeros));
> > +        tmp = dest;
> > +      }
> > +
> > +    /* Use a sequence of UADDLPs to accumulate the counts. Each step
> doubles
> > +       the element size and halves the number of elements. */
> 
> Likewise. Also two spaces after the dot before a new sentence.
> 
> You could run your patch through gcc/contrib/check_GNU_style.sh to check
> for formatting nits.

Thanks for the info, Tejas. I just tried running gcc/contrib/check_GNU_style.sh on the file I changed, but it didn't seem to warn this. Maybe I am not using it correctly?

Anyway, here's the updated version. Please let me know if you notice anything else.
https://gcc.gnu.org/pipermail/gcc-patches/2024-June/655991.html

Thanks,
Pengxuan
> 
> Thanks,
> Tejas.
> 
> > +    while (mode != <MODE>mode)
> > +      {
> > +        auto icode = code_for_aarch64_addlp (ZERO_EXTEND, GET_MODE
> (tmp));
> > +        mode = insn_data[icode].operand[0].mode;
> > +        rtx dest = mode == <MODE>mode ? operands[0] : gen_reg_rtx
> (mode);
> > +        emit_insn (GEN_FCN (icode) (dest, tmp));
> > +        tmp = dest;
> > +      }
> > +    DONE;
> > +  }
> > +)
> > +
> >   ;; 'across lanes' max and min ops.
> >
> >   ;; Template for outputting a scalar, so we can create __builtins
> > which can be diff --git
> > a/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
> > b/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
> > new file mode 100644
> > index 00000000000..f6a968dae95
> > --- /dev/null
> > +++ b/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
> > @@ -0,0 +1,58 @@
> > +/* { dg-do compile } */
> > +/* { dg-options "-O2 -march=armv8.2-a+dotprod -fno-vect-cost-model
> > +-fno-schedule-insns -fno-schedule-insns2" } */
> > +
> > +/*
> > +** bar:
> > +**	movi	v([0-9]+).16b, 0x1
> > +**	movi	v([0-9]+).4s, 0
> > +**	ldr	q([0-9]+), \[x0\]
> > +**	cnt	v([0-9]+).16b, v\3.16b
> > +**	udot	v\2.4s, v\4.16b, v\1.16b
> > +**	str	q\2, \[x1\]
> > +**	ret
> > +*/
> > +void
> > +bar (unsigned int *__restrict b, unsigned int *__restrict d) {
> > +  d[0] = __builtin_popcount (b[0]);
> > +  d[1] = __builtin_popcount (b[1]);
> > +  d[2] = __builtin_popcount (b[2]);
> > +  d[3] = __builtin_popcount (b[3]);
> > +}
> > +
> > +/*
> > +** bar1:
> > +**	movi	v([0-9]+).8b, 0x1
> > +**	movi	v([0-9]+).2s, 0
> > +**	ldr	d([0-9]+), \[x0\]
> > +**	cnt	v([0-9]+).8b, v\3.8b
> > +**	udot	v\2.2s, v\4.8b, v\1.8b
> > +**	str	d\2, \[x1\]
> > +**	ret
> > +*/
> > +void
> > +bar1 (unsigned int *__restrict b, unsigned int *__restrict d) {
> > +  d[0] = __builtin_popcount (b[0]);
> > +  d[1] = __builtin_popcount (b[1]);
> > +}
> > +
> > +/*
> > +** bar2:
> > +**	movi	v([0-9]+).16b, 0x1
> > +**	movi	v([0-9]+).4s, 0
> > +**	ldr	q([0-9]+), \[x0\]
> > +**	cnt	v([0-9]+).16b, v\3.16b
> > +**	udot	v\2.4s, v\4.16b, v\1.16b
> > +**	uaddlp	v\2.2d, v\2.4s
> > +**	str	q\2, \[x1\]
> > +**	ret
> > +*/
> > +void
> > +bar2 (unsigned long long *__restrict b, unsigned long long
> > +*__restrict d) {
> > +  d[0] = __builtin_popcountll (b[0]);
> > +  d[1] = __builtin_popcountll (b[1]); }
> > +
> > +/* { dg-final { check-function-bodies "**" "" "" } } */
> > diff --git a/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
> > b/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
> > new file mode 100644
> > index 00000000000..0c4926d7ca8
> > --- /dev/null
> > +++ b/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
> > @@ -0,0 +1,69 @@
> > +/* { dg-do compile } */
> > +/* { dg-options "-O2 -fno-vect-cost-model" } */
> > +
> > +/* This function should produce cnt v.16b. */ void bar (unsigned char
> > +*__restrict b, unsigned char *__restrict d) {
> > +  for (int i = 0; i < 1024; i++)
> > +    d[i] = __builtin_popcount (b[i]); }
> > +
> > +/* This function should produce cnt v.16b and uaddlp (Add Long
> > +Pairwise). */ void
> > +bar1 (unsigned short *__restrict b, unsigned short *__restrict d) {
> > +  for (int i = 0; i < 1024; i++)
> > +    d[i] = __builtin_popcount (b[i]); }
> > +
> > +/* This function should produce cnt v.16b and 2 uaddlp (Add Long
> > +Pairwise). */ void
> > +bar2 (unsigned int *__restrict b, unsigned int *__restrict d) {
> > +  for (int i = 0; i < 1024; i++)
> > +    d[i] = __builtin_popcount (b[i]); }
> > +
> > +/* This function should produce cnt v.16b and 3 uaddlp (Add Long
> > +Pairwise). */ void
> > +bar3 (unsigned long long *__restrict b, unsigned long long
> > +*__restrict d) {
> > +  for (int i = 0; i < 1024; i++)
> > +    d[i] = __builtin_popcountll (b[i]); }
> > +
> > +/* SLP
> > +   This function should produce cnt v.8b and uaddlp (Add Long
> > +Pairwise). */ void
> > +bar4 (unsigned short *__restrict b, unsigned short *__restrict d) {
> > +  d[0] = __builtin_popcount (b[0]);
> > +  d[1] = __builtin_popcount (b[1]);
> > +  d[2] = __builtin_popcount (b[2]);
> > +  d[3] = __builtin_popcount (b[3]);
> > +}
> > +
> > +/* SLP
> > +   This function should produce cnt v.8b and 2 uaddlp (Add Long
> > +Pairwise). */ void
> > +bar5 (unsigned int *__restrict b, unsigned int *__restrict d) {
> > +  d[0] = __builtin_popcount (b[0]);
> > +  d[1] = __builtin_popcount (b[1]);
> > +}
> > +
> > +/* SLP
> > +   This function should produce cnt v.16b and 3 uaddlp (Add Long
> > +Pairwise). */ void
> > +bar6 (unsigned long long *__restrict b, unsigned long long
> > +*__restrict d) {
> > +  d[0] = __builtin_popcountll (b[0]);
> > +  d[1] = __builtin_popcountll (b[1]); }
> > +
> > +/* { dg-final { scan-assembler-not {\tbl\tpopcount} } } */
> > +/* { dg-final { scan-assembler-times {cnt\t} 7 } } */
> > +/* { dg-final { scan-assembler-times {uaddlp\t} 12 } } */
> > +/* { dg-final { scan-assembler-times {ldr\tq} 5 } } */
> > +/* { dg-final { scan-assembler-times {ldr\td} 2 } } */
Pengxuan Zheng (QUIC) June 28, 2024, 6:15 p.m. UTC | #3
> > On 6/28/24 6:18 AM, Pengxuan Zheng wrote:
> > > This patch improves GCC’s vectorization of __builtin_popcount for
> > > aarch64 target by adding popcount patterns for vector modes besides
> > > QImode, i.e., HImode, SImode and DImode.
> > >
> > > With this patch, we now generate the following for V8HI:
> > >    cnt     v1.16b, v0.16b
> > >    uaddlp  v2.8h, v1.16b
> > >
> > > For V4HI, we generate:
> > >    cnt     v1.8b, v0.8b
> > >    uaddlp  v2.4h, v1.8b
> > >
> > > For V4SI, we generate:
> > >    cnt     v1.16b, v0.16b
> > >    uaddlp  v2.8h, v1.16b
> > >    uaddlp  v3.4s, v2.8h
> > >
> > > For V4SI with TARGET_DOTPROD, we generate the following instead:
> > >    movi    v0.4s, #0
> > >    movi    v1.16b, #1
> > >    cnt     v3.16b, v2.16b
> > >    udot    v0.4s, v3.16b, v1.16b
> > >
> > > For V2SI, we generate:
> > >    cnt     v1.8b, v.8b
> > >    uaddlp  v2.4h, v1.8b
> > >    uaddlp  v3.2s, v2.4h
> > >
> > > For V2SI with TARGET_DOTPROD, we generate the following instead:
> > >    movi    v0.8b, #0
> > >    movi    v1.8b, #1
> > >    cnt     v3.8b, v2.8b
> > >    udot    v0.2s, v3.8b, v1.8b
> > >
> > > For V2DI, we generate:
> > >    cnt     v1.16b, v.16b
> > >    uaddlp  v2.8h, v1.16b
> > >    uaddlp  v3.4s, v2.8h
> > >    uaddlp  v4.2d, v3.4s
> > >
> > > For V4SI with TARGET_DOTPROD, we generate the following instead:
> > >    movi    v0.4s, #0
> > >    movi    v1.16b, #1
> > >    cnt     v3.16b, v2.16b
> > >    udot    v0.4s, v3.16b, v1.16b
> > >    uaddlp  v0.2d, v0.4s
> > >
> > > 	PR target/113859
> > >
> > > gcc/ChangeLog:
> > >
> > > 	* config/aarch64/aarch64-simd.md (aarch64_<su>addlp<mode>):
> > Rename to...
> > > 	(@aarch64_<su>addlp<mode>): ... This.
> > > 	(popcount<mode>2): New define_expand.
> > >
> > > gcc/testsuite/ChangeLog:
> > >
> > > 	* gcc.target/aarch64/popcnt-udot.c: New test.
> > > 	* gcc.target/aarch64/popcnt-vec.c: New test.
> > >
> > > Signed-off-by: Pengxuan Zheng <quic_pzheng@quicinc.com>
> > > ---
> > >   gcc/config/aarch64/aarch64-simd.md            | 41 ++++++++++-
> > >   .../gcc.target/aarch64/popcnt-udot.c          | 58 ++++++++++++++++
> > >   gcc/testsuite/gcc.target/aarch64/popcnt-vec.c | 69
> +++++++++++++++++++
> > >   3 files changed, 167 insertions(+), 1 deletion(-)
> > >   create mode 100644 gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
> > >   create mode 100644 gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
> > >
> > > diff --git a/gcc/config/aarch64/aarch64-simd.md
> > > b/gcc/config/aarch64/aarch64-simd.md
> > > index 01b084d8ccb..afdf3ec7873 100644
> > > --- a/gcc/config/aarch64/aarch64-simd.md
> > > +++ b/gcc/config/aarch64/aarch64-simd.md
> > > @@ -3461,7 +3461,7 @@ (define_insn
> > "*aarch64_<su>addlv<VDQV_L:mode>_ze<GPI:mode>"
> > >     [(set_attr "type" "neon_reduc_add<VDQV_L:q>")]
> > >   )
> > >
> > > -(define_expand "aarch64_<su>addlp<mode>"
> > > +(define_expand "@aarch64_<su>addlp<mode>"
> > >     [(set (match_operand:<VDBLW> 0 "register_operand")
> > >   	(plus:<VDBLW>
> > >   	  (vec_select:<VDBLW>
> > > @@ -3517,6 +3517,45 @@ (define_insn
> > "popcount<mode>2<vczle><vczbe>"
> > >     [(set_attr "type" "neon_cnt<q>")]
> > >   )
> > >
> > > +(define_expand "popcount<mode>2"
> > > +  [(set (match_operand:VDQHSD 0 "register_operand")
> > > +        (popcount:VDQHSD (match_operand:VDQHSD 1
> > > +"register_operand")))]
> > > +  "TARGET_SIMD"
> > > +  {
> > > +    /* Generate a byte popcount. */
> >
> > A couple of formatting nits. Two spaces before end of comment.
> 
> I noticed this in other places, but didn't realize it's intentional. Glad you
> pointed this out!
> 
> >
> > > +    machine_mode mode = <bitsize> == 64 ? V8QImode : V16QImode;
> > > +    rtx tmp = gen_reg_rtx (mode);
> > > +    auto icode = optab_handler (popcount_optab, mode);
> > > +    emit_insn (GEN_FCN (icode) (tmp, gen_lowpart (mode,
> > > + operands[1])));
> > > +
> > > +    if (TARGET_DOTPROD
> > > +        && (<VEL>mode == SImode || <VEL>mode == DImode))
> > > +      {
> > > +        /* For V4SI and V2SI, we can generate a UDOT with a 0
> > > + accumulator
> > and a
> > > +           1 multiplicand. For V2DI, another UAADDLP is needed. */
> >
> > Likewise.
> >
> > > +        rtx ones = force_reg (mode, CONST1_RTX (mode));
> > > +        auto icode = optab_handler (udot_prod_optab, mode);
> > > +        mode = <bitsize> == 64 ? V2SImode : V4SImode;
> > > +        rtx dest = mode == <MODE>mode ? operands[0] : gen_reg_rtx
> > (mode);
> > > +        rtx zeros = force_reg (mode, CONST0_RTX (mode));
> > > +        emit_insn (GEN_FCN (icode) (dest, tmp, ones, zeros));
> > > +        tmp = dest;
> > > +      }
> > > +
> > > +    /* Use a sequence of UADDLPs to accumulate the counts. Each
> > > + step
> > doubles
> > > +       the element size and halves the number of elements. */
> >
> > Likewise. Also two spaces after the dot before a new sentence.
> >
> > You could run your patch through gcc/contrib/check_GNU_style.sh to
> > check for formatting nits.
> 
> Thanks for the info, Tejas. I just tried running gcc/contrib/check_GNU_style.sh
> on the file I changed, but it didn't seem to warn this. Maybe I am not using it
> correctly?

Just realized that the script should be run on the patch file instead. I've fixed a few more tab/space warnings caught by the script. Here's the latest version.

https://gcc.gnu.org/pipermail/gcc-patches/2024-June/655994.html

Thanks,
Pengxuan
> 
> Anyway, here's the updated version. Please let me know if you notice anything
> else.
> https://gcc.gnu.org/pipermail/gcc-patches/2024-June/655991.html
> 
> Thanks,
> Pengxuan
> >
> > Thanks,
> > Tejas.
> >
> > > +    while (mode != <MODE>mode)
> > > +      {
> > > +        auto icode = code_for_aarch64_addlp (ZERO_EXTEND, GET_MODE
> > (tmp));
> > > +        mode = insn_data[icode].operand[0].mode;
> > > +        rtx dest = mode == <MODE>mode ? operands[0] : gen_reg_rtx
> > (mode);
> > > +        emit_insn (GEN_FCN (icode) (dest, tmp));
> > > +        tmp = dest;
> > > +      }
> > > +    DONE;
> > > +  }
> > > +)
> > > +
> > >   ;; 'across lanes' max and min ops.
> > >
> > >   ;; Template for outputting a scalar, so we can create __builtins
> > > which can be diff --git
> > > a/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
> > > b/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
> > > new file mode 100644
> > > index 00000000000..f6a968dae95
> > > --- /dev/null
> > > +++ b/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
> > > @@ -0,0 +1,58 @@
> > > +/* { dg-do compile } */
> > > +/* { dg-options "-O2 -march=armv8.2-a+dotprod -fno-vect-cost-model
> > > +-fno-schedule-insns -fno-schedule-insns2" } */
> > > +
> > > +/*
> > > +** bar:
> > > +**	movi	v([0-9]+).16b, 0x1
> > > +**	movi	v([0-9]+).4s, 0
> > > +**	ldr	q([0-9]+), \[x0\]
> > > +**	cnt	v([0-9]+).16b, v\3.16b
> > > +**	udot	v\2.4s, v\4.16b, v\1.16b
> > > +**	str	q\2, \[x1\]
> > > +**	ret
> > > +*/
> > > +void
> > > +bar (unsigned int *__restrict b, unsigned int *__restrict d) {
> > > +  d[0] = __builtin_popcount (b[0]);
> > > +  d[1] = __builtin_popcount (b[1]);
> > > +  d[2] = __builtin_popcount (b[2]);
> > > +  d[3] = __builtin_popcount (b[3]); }
> > > +
> > > +/*
> > > +** bar1:
> > > +**	movi	v([0-9]+).8b, 0x1
> > > +**	movi	v([0-9]+).2s, 0
> > > +**	ldr	d([0-9]+), \[x0\]
> > > +**	cnt	v([0-9]+).8b, v\3.8b
> > > +**	udot	v\2.2s, v\4.8b, v\1.8b
> > > +**	str	d\2, \[x1\]
> > > +**	ret
> > > +*/
> > > +void
> > > +bar1 (unsigned int *__restrict b, unsigned int *__restrict d) {
> > > +  d[0] = __builtin_popcount (b[0]);
> > > +  d[1] = __builtin_popcount (b[1]); }
> > > +
> > > +/*
> > > +** bar2:
> > > +**	movi	v([0-9]+).16b, 0x1
> > > +**	movi	v([0-9]+).4s, 0
> > > +**	ldr	q([0-9]+), \[x0\]
> > > +**	cnt	v([0-9]+).16b, v\3.16b
> > > +**	udot	v\2.4s, v\4.16b, v\1.16b
> > > +**	uaddlp	v\2.2d, v\2.4s
> > > +**	str	q\2, \[x1\]
> > > +**	ret
> > > +*/
> > > +void
> > > +bar2 (unsigned long long *__restrict b, unsigned long long
> > > +*__restrict d) {
> > > +  d[0] = __builtin_popcountll (b[0]);
> > > +  d[1] = __builtin_popcountll (b[1]); }
> > > +
> > > +/* { dg-final { check-function-bodies "**" "" "" } } */
> > > diff --git a/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
> > > b/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
> > > new file mode 100644
> > > index 00000000000..0c4926d7ca8
> > > --- /dev/null
> > > +++ b/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
> > > @@ -0,0 +1,69 @@
> > > +/* { dg-do compile } */
> > > +/* { dg-options "-O2 -fno-vect-cost-model" } */
> > > +
> > > +/* This function should produce cnt v.16b. */ void bar (unsigned
> > > +char *__restrict b, unsigned char *__restrict d) {
> > > +  for (int i = 0; i < 1024; i++)
> > > +    d[i] = __builtin_popcount (b[i]); }
> > > +
> > > +/* This function should produce cnt v.16b and uaddlp (Add Long
> > > +Pairwise). */ void
> > > +bar1 (unsigned short *__restrict b, unsigned short *__restrict d) {
> > > +  for (int i = 0; i < 1024; i++)
> > > +    d[i] = __builtin_popcount (b[i]); }
> > > +
> > > +/* This function should produce cnt v.16b and 2 uaddlp (Add Long
> > > +Pairwise). */ void
> > > +bar2 (unsigned int *__restrict b, unsigned int *__restrict d) {
> > > +  for (int i = 0; i < 1024; i++)
> > > +    d[i] = __builtin_popcount (b[i]); }
> > > +
> > > +/* This function should produce cnt v.16b and 3 uaddlp (Add Long
> > > +Pairwise). */ void
> > > +bar3 (unsigned long long *__restrict b, unsigned long long
> > > +*__restrict d) {
> > > +  for (int i = 0; i < 1024; i++)
> > > +    d[i] = __builtin_popcountll (b[i]); }
> > > +
> > > +/* SLP
> > > +   This function should produce cnt v.8b and uaddlp (Add Long
> > > +Pairwise). */ void
> > > +bar4 (unsigned short *__restrict b, unsigned short *__restrict d) {
> > > +  d[0] = __builtin_popcount (b[0]);
> > > +  d[1] = __builtin_popcount (b[1]);
> > > +  d[2] = __builtin_popcount (b[2]);
> > > +  d[3] = __builtin_popcount (b[3]); }
> > > +
> > > +/* SLP
> > > +   This function should produce cnt v.8b and 2 uaddlp (Add Long
> > > +Pairwise). */ void
> > > +bar5 (unsigned int *__restrict b, unsigned int *__restrict d) {
> > > +  d[0] = __builtin_popcount (b[0]);
> > > +  d[1] = __builtin_popcount (b[1]); }
> > > +
> > > +/* SLP
> > > +   This function should produce cnt v.16b and 3 uaddlp (Add Long
> > > +Pairwise). */ void
> > > +bar6 (unsigned long long *__restrict b, unsigned long long
> > > +*__restrict d) {
> > > +  d[0] = __builtin_popcountll (b[0]);
> > > +  d[1] = __builtin_popcountll (b[1]); }
> > > +
> > > +/* { dg-final { scan-assembler-not {\tbl\tpopcount} } } */
> > > +/* { dg-final { scan-assembler-times {cnt\t} 7 } } */
> > > +/* { dg-final { scan-assembler-times {uaddlp\t} 12 } } */
> > > +/* { dg-final { scan-assembler-times {ldr\tq} 5 } } */
> > > +/* { dg-final { scan-assembler-times {ldr\td} 2 } } */
diff mbox series

Patch

diff --git a/gcc/config/aarch64/aarch64-simd.md b/gcc/config/aarch64/aarch64-simd.md
index 01b084d8ccb..afdf3ec7873 100644
--- a/gcc/config/aarch64/aarch64-simd.md
+++ b/gcc/config/aarch64/aarch64-simd.md
@@ -3461,7 +3461,7 @@  (define_insn "*aarch64_<su>addlv<VDQV_L:mode>_ze<GPI:mode>"
   [(set_attr "type" "neon_reduc_add<VDQV_L:q>")]
 )
 
-(define_expand "aarch64_<su>addlp<mode>"
+(define_expand "@aarch64_<su>addlp<mode>"
   [(set (match_operand:<VDBLW> 0 "register_operand")
 	(plus:<VDBLW>
 	  (vec_select:<VDBLW>
@@ -3517,6 +3517,45 @@  (define_insn "popcount<mode>2<vczle><vczbe>"
   [(set_attr "type" "neon_cnt<q>")]
 )
 
+(define_expand "popcount<mode>2"
+  [(set (match_operand:VDQHSD 0 "register_operand")
+        (popcount:VDQHSD (match_operand:VDQHSD 1 "register_operand")))]
+  "TARGET_SIMD"
+  {
+    /* Generate a byte popcount. */
+    machine_mode mode = <bitsize> == 64 ? V8QImode : V16QImode;
+    rtx tmp = gen_reg_rtx (mode);
+    auto icode = optab_handler (popcount_optab, mode);
+    emit_insn (GEN_FCN (icode) (tmp, gen_lowpart (mode, operands[1])));
+
+    if (TARGET_DOTPROD
+        && (<VEL>mode == SImode || <VEL>mode == DImode))
+      {
+        /* For V4SI and V2SI, we can generate a UDOT with a 0 accumulator and a
+           1 multiplicand. For V2DI, another UAADDLP is needed. */
+        rtx ones = force_reg (mode, CONST1_RTX (mode));
+        auto icode = optab_handler (udot_prod_optab, mode);
+        mode = <bitsize> == 64 ? V2SImode : V4SImode;
+        rtx dest = mode == <MODE>mode ? operands[0] : gen_reg_rtx (mode);
+        rtx zeros = force_reg (mode, CONST0_RTX (mode));
+        emit_insn (GEN_FCN (icode) (dest, tmp, ones, zeros));
+        tmp = dest;
+      }
+
+    /* Use a sequence of UADDLPs to accumulate the counts. Each step doubles
+       the element size and halves the number of elements. */
+    while (mode != <MODE>mode)
+      {
+        auto icode = code_for_aarch64_addlp (ZERO_EXTEND, GET_MODE (tmp));
+        mode = insn_data[icode].operand[0].mode;
+        rtx dest = mode == <MODE>mode ? operands[0] : gen_reg_rtx (mode);
+        emit_insn (GEN_FCN (icode) (dest, tmp));
+        tmp = dest;
+      }
+    DONE;
+  }
+)
+
 ;; 'across lanes' max and min ops.
 
 ;; Template for outputting a scalar, so we can create __builtins which can be
diff --git a/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c b/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
new file mode 100644
index 00000000000..f6a968dae95
--- /dev/null
+++ b/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
@@ -0,0 +1,58 @@ 
+/* { dg-do compile } */
+/* { dg-options "-O2 -march=armv8.2-a+dotprod -fno-vect-cost-model -fno-schedule-insns -fno-schedule-insns2" } */
+
+/*
+** bar:
+**	movi	v([0-9]+).16b, 0x1
+**	movi	v([0-9]+).4s, 0
+**	ldr	q([0-9]+), \[x0\]
+**	cnt	v([0-9]+).16b, v\3.16b
+**	udot	v\2.4s, v\4.16b, v\1.16b
+**	str	q\2, \[x1\]
+**	ret
+*/
+void
+bar (unsigned int *__restrict b, unsigned int *__restrict d)
+{
+  d[0] = __builtin_popcount (b[0]);
+  d[1] = __builtin_popcount (b[1]);
+  d[2] = __builtin_popcount (b[2]);
+  d[3] = __builtin_popcount (b[3]);
+}
+
+/*
+** bar1:
+**	movi	v([0-9]+).8b, 0x1
+**	movi	v([0-9]+).2s, 0
+**	ldr	d([0-9]+), \[x0\]
+**	cnt	v([0-9]+).8b, v\3.8b
+**	udot	v\2.2s, v\4.8b, v\1.8b
+**	str	d\2, \[x1\]
+**	ret
+*/
+void
+bar1 (unsigned int *__restrict b, unsigned int *__restrict d)
+{
+  d[0] = __builtin_popcount (b[0]);
+  d[1] = __builtin_popcount (b[1]);
+}
+
+/*
+** bar2:
+**	movi	v([0-9]+).16b, 0x1
+**	movi	v([0-9]+).4s, 0
+**	ldr	q([0-9]+), \[x0\]
+**	cnt	v([0-9]+).16b, v\3.16b
+**	udot	v\2.4s, v\4.16b, v\1.16b
+**	uaddlp	v\2.2d, v\2.4s
+**	str	q\2, \[x1\]
+**	ret
+*/
+void
+bar2 (unsigned long long *__restrict b, unsigned long long *__restrict d)
+{
+  d[0] = __builtin_popcountll (b[0]);
+  d[1] = __builtin_popcountll (b[1]);
+}
+
+/* { dg-final { check-function-bodies "**" "" "" } } */
diff --git a/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c b/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
new file mode 100644
index 00000000000..0c4926d7ca8
--- /dev/null
+++ b/gcc/testsuite/gcc.target/aarch64/popcnt-vec.c
@@ -0,0 +1,69 @@ 
+/* { dg-do compile } */
+/* { dg-options "-O2 -fno-vect-cost-model" } */
+
+/* This function should produce cnt v.16b. */
+void
+bar (unsigned char *__restrict b, unsigned char *__restrict d)
+{
+  for (int i = 0; i < 1024; i++)
+    d[i] = __builtin_popcount (b[i]);
+}
+
+/* This function should produce cnt v.16b and uaddlp (Add Long Pairwise). */
+void
+bar1 (unsigned short *__restrict b, unsigned short *__restrict d)
+{
+  for (int i = 0; i < 1024; i++)
+    d[i] = __builtin_popcount (b[i]);
+}
+
+/* This function should produce cnt v.16b and 2 uaddlp (Add Long Pairwise). */
+void
+bar2 (unsigned int *__restrict b, unsigned int *__restrict d)
+{
+  for (int i = 0; i < 1024; i++)
+    d[i] = __builtin_popcount (b[i]);
+}
+
+/* This function should produce cnt v.16b and 3 uaddlp (Add Long Pairwise). */
+void
+bar3 (unsigned long long *__restrict b, unsigned long long *__restrict d)
+{
+  for (int i = 0; i < 1024; i++)
+    d[i] = __builtin_popcountll (b[i]);
+}
+
+/* SLP
+   This function should produce cnt v.8b and uaddlp (Add Long Pairwise). */
+void
+bar4 (unsigned short *__restrict b, unsigned short *__restrict d)
+{
+  d[0] = __builtin_popcount (b[0]);
+  d[1] = __builtin_popcount (b[1]);
+  d[2] = __builtin_popcount (b[2]);
+  d[3] = __builtin_popcount (b[3]);
+}
+
+/* SLP
+   This function should produce cnt v.8b and 2 uaddlp (Add Long Pairwise). */
+void
+bar5 (unsigned int *__restrict b, unsigned int *__restrict d)
+{
+  d[0] = __builtin_popcount (b[0]);
+  d[1] = __builtin_popcount (b[1]);
+}
+
+/* SLP
+   This function should produce cnt v.16b and 3 uaddlp (Add Long Pairwise). */
+void
+bar6 (unsigned long long *__restrict b, unsigned long long *__restrict d)
+{
+  d[0] = __builtin_popcountll (b[0]);
+  d[1] = __builtin_popcountll (b[1]);
+}
+
+/* { dg-final { scan-assembler-not {\tbl\tpopcount} } } */
+/* { dg-final { scan-assembler-times {cnt\t} 7 } } */
+/* { dg-final { scan-assembler-times {uaddlp\t} 12 } } */
+/* { dg-final { scan-assembler-times {ldr\tq} 5 } } */
+/* { dg-final { scan-assembler-times {ldr\td} 2 } } */