> On Mon, Jun 17, 2024 at 11:25 PM Pengxuan Zheng
> <quic_pzh...@quicinc.com> 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_pzh...@quicinc.com>
> > ---
> > gcc/config/aarch64/aarch64-simd.md | 52 +++++++++++++-
> > .../gcc.target/aarch64/popcnt-udot.c | 45 ++++++++++++
> > gcc/testsuite/gcc.target/aarch64/popcnt-vec.c | 69
> > +++++++++++++++++++
> > 3 files changed, 165 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 0bb39091a38..3bdd4400408 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 +3517,56 @@ (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)
> > + {
> > + /* For V4SI and V2SI, we can generate a UDOT with a 0 accumulator
> and a
> > + 1 multiplicant. For V2DI, another UAADDLP is needed. */
> > + if (<MODE>mode == V4SImode || <MODE>mode == V2SImode
> > + || <MODE>mode == V2DImode)
>
> I think the above simplified/modified to just `<VEL>mode == SImode ||
> <VEL>mode == DImode`.
> Also s/multiplicant/multiplicand/ .
Thanks, Andrew! I have updated the patch accordingly.
https://gcc.gnu.org/pipermail/gcc-patches/2024-June/655020.html
>
> > + {
> > + machine_mode dp_mode = <bitsize> == 64 ? V2SImode : V4SImode;
> > + rtx ones = force_reg (mode, CONST1_RTX (mode));
> > + rtx zeros = CONST0_RTX (dp_mode);
> > + rtx dp = gen_reg_rtx (dp_mode);
> > + auto dp_icode = optab_handler (udot_prod_optab, mode);
> > + emit_move_insn (dp, zeros);
> > + emit_insn (GEN_FCN (dp_icode) (dp, tmp, ones, dp));
> > + if (<MODE>mode == V2DImode)
> > + {
> > + emit_insn (gen_aarch64_uaddlpv4si (operands[0], dp));
> > + DONE;
> > + }
> > + emit_move_insn (operands[0], dp);
> > + DONE;
> > + }
> > + }
> > +
> > + /* Use a sequence of UADDLPs to accumulate the counts. Each step
> doubles
> > + the element size and halves the number of elements. */
> > + do
> > + {
> > + 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;
> > + }
> > + while (mode != <MODE>mode);
> > + 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..759d34a2d10
> > --- /dev/null
> > +++ b/gcc/testsuite/gcc.target/aarch64/popcnt-udot.c
> > @@ -0,0 +1,45 @@
> > +/* { dg-do compile } */
> > +/* { dg-options "-O2 -march=armv8.2-a+dotprod -fno-vect-cost-model" }
> > +*/
> > +
> > +/* This function should produce cnt v.16b and udot. */ void bar
> > +(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, udot and uaddlp (Add Long
> > + Pairwise). */
> > +void
> > +bar1 (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 udot. */ void
> > +bar2 (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, udot and uaddlp (Add Long
> > + Pairwise). */
> > +void
> > +bar3 (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} 4 } } */
> > +/* { dg-final { scan-assembler-times {udot\t} 4 } } */
> > +/* { dg-final { scan-assembler-times {uaddlp\t} 2 } } */
> > +/* { dg-final { scan-assembler-times {ldr\tq} 3 } } */
> > +/* { dg-final { scan-assembler-times {ldr\td} 1 } } */
>
> It might be useful to use check-function-bodies instead of scan-assembler in
> this case. See gcc.target/aarch64/csinv-neg-1.c for an example.
Thanks for the suggestion. I've updated the test to use check-function-bodies
instead.
https://gcc.gnu.org/pipermail/gcc-patches/2024-June/655020.html
Thanks,
Pengxuan
>
> Thanks,
> Andrew
>
> > 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 } } */
> > --
> > 2.17.1
> >
