[v3] Add pattern to convert vector shift + bitwise and + multiply to vector compare in some cases.

Message ID 20221220122323.3863293-1-manolis.tsamis@vrull.eu
State Committed
Commit c4638cc4164ee572868dbb4f1a66dc7cfd34b8ba
Headers
Series [v3] Add pattern to convert vector shift + bitwise and + multiply to vector compare in some cases. |

Commit Message

Manolis Tsamis Dec. 20, 2022, 12:23 p.m. UTC
  When using SWAR (SIMD in a register) techniques a comparison operation within
such a register can be made by using a combination of shifts, bitwise and and
multiplication. If code using this scheme is vectorized then there is potential
to replace all these operations with a single vector comparison, by reinterpreting
the vector types to match the width of the SWAR register.

For example, for the test function packed_cmp_16_32, the original generated code is:

        ldr     q0, [x0]
        add     w1, w1, 1
        ushr    v0.4s, v0.4s, 15
        and     v0.16b, v0.16b, v2.16b
        shl     v1.4s, v0.4s, 16
        sub     v0.4s, v1.4s, v0.4s
        str     q0, [x0], 16
        cmp     w2, w1
        bhi     .L20

with this pattern the above can be optimized to:

        ldr     q0, [x0]
        add     w1, w1, 1
        cmlt    v0.8h, v0.8h, #0
        str     q0, [x0], 16
        cmp     w2, w1
        bhi     .L20

The effect is similar for x86-64.

gcc/ChangeLog:

	* match.pd: Simplify vector shift + bit_and + multiply in some cases.

gcc/testsuite/ChangeLog:

	* gcc.target/aarch64/swar_to_vec_cmp.c: New test.

Signed-off-by: Manolis Tsamis <manolis.tsamis@vrull.eu>

---

Changes in v3:
        - Changed pattern to use vec_cond_expr.
        - Changed pattern to work with VLA vector.
        - Added both expand_vec_cmp_expr_p and
          expand_vec_cond_expr_p check.
        - Fixed type compatibility issues.

 gcc/match.pd                                  | 61 ++++++++++++++++
 .../gcc.target/aarch64/swar_to_vec_cmp.c      | 72 +++++++++++++++++++
 2 files changed, 133 insertions(+)
 create mode 100644 gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
  

Comments

Manolis Tsamis Dec. 20, 2022, 12:31 p.m. UTC | #1
On Tue, Dec 20, 2022 at 2:23 PM Manolis Tsamis <manolis.tsamis@vrull.eu> wrote:
>
> When using SWAR (SIMD in a register) techniques a comparison operation within
> such a register can be made by using a combination of shifts, bitwise and and
> multiplication. If code using this scheme is vectorized then there is potential
> to replace all these operations with a single vector comparison, by reinterpreting
> the vector types to match the width of the SWAR register.
>
> For example, for the test function packed_cmp_16_32, the original generated code is:
>
>         ldr     q0, [x0]
>         add     w1, w1, 1
>         ushr    v0.4s, v0.4s, 15
>         and     v0.16b, v0.16b, v2.16b
>         shl     v1.4s, v0.4s, 16
>         sub     v0.4s, v1.4s, v0.4s
>         str     q0, [x0], 16
>         cmp     w2, w1
>         bhi     .L20
>
> with this pattern the above can be optimized to:
>
>         ldr     q0, [x0]
>         add     w1, w1, 1
>         cmlt    v0.8h, v0.8h, #0
>         str     q0, [x0], 16
>         cmp     w2, w1
>         bhi     .L20
>
> The effect is similar for x86-64.
>
> gcc/ChangeLog:
>
>         * match.pd: Simplify vector shift + bit_and + multiply in some cases.
>
> gcc/testsuite/ChangeLog:
>
>         * gcc.target/aarch64/swar_to_vec_cmp.c: New test.
>
> Signed-off-by: Manolis Tsamis <manolis.tsamis@vrull.eu>
>
> ---
>
> Changes in v3:
>         - Changed pattern to use vec_cond_expr.
>         - Changed pattern to work with VLA vector.
>         - Added both expand_vec_cmp_expr_p and
>           expand_vec_cond_expr_p check.
>         - Fixed type compatibility issues.
>
>  gcc/match.pd                                  | 61 ++++++++++++++++
>  .../gcc.target/aarch64/swar_to_vec_cmp.c      | 72 +++++++++++++++++++
>  2 files changed, 133 insertions(+)
>  create mode 100644 gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
>
> diff --git a/gcc/match.pd b/gcc/match.pd
> index 67a0a682f31..320437f8aa3 100644
> --- a/gcc/match.pd
> +++ b/gcc/match.pd
> @@ -301,6 +301,67 @@ DEFINE_INT_AND_FLOAT_ROUND_FN (RINT)
>      (view_convert (bit_and:itype (view_convert @0)
>                                  (ne @1 { build_zero_cst (type); })))))))
>
> +/* In SWAR (SIMD within a register) code a signed comparison of packed data
> +   can be constructed with a particular combination of shift, bitwise and,
> +   and multiplication by constants.  If that code is vectorized we can
> +   convert this pattern into a more efficient vector comparison.  */
> +(simplify
> + (mult (bit_and (rshift @0 uniform_integer_cst_p@1)
> +           uniform_integer_cst_p@2)
> +    uniform_integer_cst_p@3)
> + (with {
> +   tree rshift_cst = uniform_integer_cst_p (@1);
> +   tree bit_and_cst = uniform_integer_cst_p (@2);
> +   tree mult_cst = uniform_integer_cst_p (@3);
> +  }
> +  /* Make sure we're working with vectors and uniform vector constants.  */
> +  (if (VECTOR_TYPE_P (type)
> +       && tree_fits_uhwi_p (rshift_cst)
> +       && tree_fits_uhwi_p (mult_cst)
> +       && tree_fits_uhwi_p (bit_and_cst))
> +   /* Compute what constants would be needed for this to represent a packed
> +      comparison based on the shift amount denoted by RSHIFT_CST.  */
> +   (with {
> +     HOST_WIDE_INT vec_elem_bits = vector_element_bits (type);
> +     poly_int64 vec_nelts = TYPE_VECTOR_SUBPARTS (type);
> +     poly_int64 vec_bits = vec_elem_bits * vec_nelts;
> +     unsigned HOST_WIDE_INT cmp_bits_i, bit_and_i, mult_i;
> +     unsigned HOST_WIDE_INT target_mult_i, target_bit_and_i;
> +     cmp_bits_i = tree_to_uhwi (rshift_cst) + 1;
> +     mult_i = tree_to_uhwi (mult_cst);
> +     target_mult_i = (HOST_WIDE_INT_1U << cmp_bits_i) - 1;
> +     bit_and_i = tree_to_uhwi (bit_and_cst);
> +     target_bit_and_i = 0;
> +
> +     /* The bit pattern in BIT_AND_I should be a mask for the least
> +       significant bit of each packed element that is CMP_BITS wide.  */
> +     for (unsigned i = 0; i < vec_elem_bits / cmp_bits_i; i++)
> +       target_bit_and_i = (target_bit_and_i << cmp_bits_i) | 1U;
> +    }
> +    (if ((exact_log2 (cmp_bits_i)) >= 0
> +        && cmp_bits_i < HOST_BITS_PER_WIDE_INT
> +        && multiple_p (vec_bits, cmp_bits_i)
> +        && vec_elem_bits <= HOST_BITS_PER_WIDE_INT
> +        && target_mult_i == mult_i
> +        && target_bit_and_i == bit_and_i)
> +     /* Compute the vector shape for the comparison and check if the target is
> +       able to expand the comparison with that type.  */
> +     (with {
> +       /* We're doing a signed comparison.  */
> +       tree cmp_type = build_nonstandard_integer_type (cmp_bits_i, 0);
> +       poly_int64 vector_type_nelts = exact_div (vec_bits, cmp_bits_i);
> +       tree vec_cmp_type = build_vector_type (cmp_type, vector_type_nelts);
> +       tree vec_truth_type = truth_type_for (vec_cmp_type);
> +       tree zeros = build_zero_cst (vec_cmp_type);
> +       tree ones = build_all_ones_cst (vec_cmp_type);
> +      }
> +      (if (expand_vec_cmp_expr_p (vec_cmp_type, vec_truth_type, LT_EXPR)
> +          && expand_vec_cond_expr_p (vec_cmp_type, vec_truth_type, LT_EXPR))
> +       (view_convert:type (vec_cond (lt:vec_truth_type
> +                                    (view_convert:vec_cmp_type @0)
> +                                    { zeros; })
> +                          { ones; } { zeros; })))))))))
> +

I have added the additional expand_vec_cond_expr_p check and also changed
the less_than expression to be (lt:vec_truth_type ...) because
otherwise there were
type issues when running GCC with -fchecking.

As per my previous comment I haven't replaced uniform_integer_cst_p with
VECTOR_CST because the vectorized shift doesn't use a VECTOR_CST but
rather a scalar constant. I don't know if I can assume that the
constant will always
be a scalar value. If that is the case and it is preferable to replace
the use of
uniform_integer_cst_p with a combination of VECTOR_CST and INTEGER_CST
please let me know and I will do so.

Thanks,
Manolis

>  (for cmp (gt ge lt le)
>       outp (convert convert negate negate)
>       outn (negate negate convert convert)
> diff --git a/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c b/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
> new file mode 100644
> index 00000000000..26f9ad9ef28
> --- /dev/null
> +++ b/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
> @@ -0,0 +1,72 @@
> +/* { dg-do compile } */
> +/* { dg-options "-O2 -ftree-vectorize" } */
> +
> +typedef unsigned char uint8_t;
> +typedef unsigned short uint16_t;
> +typedef unsigned int uint32_t;
> +
> +/* 8-bit SWAR tests.  */
> +
> +static uint8_t packed_cmp_8_8(uint8_t a)
> +{
> +  return ((a >> 7) & 0x1U) * 0xffU;
> +}
> +
> +/* 16-bit SWAR tests.  */
> +
> +static uint16_t packed_cmp_8_16(uint16_t a)
> +{
> +  return ((a >> 7) & 0x101U) * 0xffU;
> +}
> +
> +static uint16_t packed_cmp_16_16(uint16_t a)
> +{
> +  return ((a >> 15) & 0x1U) * 0xffffU;
> +}
> +
> +/* 32-bit SWAR tests.  */
> +
> +static uint32_t packed_cmp_8_32(uint32_t a)
> +{
> +  return ((a >> 7) & 0x1010101U) * 0xffU;
> +}
> +
> +static uint32_t packed_cmp_16_32(uint32_t a)
> +{
> +  return ((a >> 15) & 0x10001U) * 0xffffU;
> +}
> +
> +static uint32_t packed_cmp_32_32(uint32_t a)
> +{
> +  return ((a >> 31) & 0x1U) * 0xffffffffU;
> +}
> +
> +/* Driver function to test the vectorized code generated for the different
> +   packed_cmp variants.  */
> +
> +#define VECTORIZED_PACKED_CMP(T, FUNC)         \
> +  void vectorized_cmp_##FUNC(T* a, int n)      \
> +  {                                            \
> +    n = (n / 32) * 32;                         \
> +    for(int i = 0; i < n; i += 4)              \
> +    {                                          \
> +      a[i + 0] = FUNC(a[i + 0]);               \
> +      a[i + 1] = FUNC(a[i + 1]);               \
> +      a[i + 2] = FUNC(a[i + 2]);               \
> +      a[i + 3] = FUNC(a[i + 3]);               \
> +    }                                          \
> +  }
> +
> +VECTORIZED_PACKED_CMP(uint8_t, packed_cmp_8_8);
> +
> +VECTORIZED_PACKED_CMP(uint16_t, packed_cmp_8_16);
> +VECTORIZED_PACKED_CMP(uint16_t, packed_cmp_16_16);
> +
> +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_8_32);
> +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_16_32);
> +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_32_32);
> +
> +/* { dg-final { scan-assembler {\tcmlt\t} } } */
> +/* { dg-final { scan-assembler-not {\tushr\t} } } */
> +/* { dg-final { scan-assembler-not {\tshl\t} } } */
> +/* { dg-final { scan-assembler-not {\tmul\t} } } */
> --
> 2.34.1
>
  
Manolis Tsamis Jan. 11, 2023, 1:51 p.m. UTC | #2
Hi Richard and Tamar,

I just wanted to ping you about this patch. Is there a chance to get
this into GCC13?

Thanks,
Manolis

On Tue, Dec 20, 2022 at 2:31 PM Manolis Tsamis <manolis.tsamis@vrull.eu> wrote:
>
> On Tue, Dec 20, 2022 at 2:23 PM Manolis Tsamis <manolis.tsamis@vrull.eu> wrote:
> >
> > When using SWAR (SIMD in a register) techniques a comparison operation within
> > such a register can be made by using a combination of shifts, bitwise and and
> > multiplication. If code using this scheme is vectorized then there is potential
> > to replace all these operations with a single vector comparison, by reinterpreting
> > the vector types to match the width of the SWAR register.
> >
> > For example, for the test function packed_cmp_16_32, the original generated code is:
> >
> >         ldr     q0, [x0]
> >         add     w1, w1, 1
> >         ushr    v0.4s, v0.4s, 15
> >         and     v0.16b, v0.16b, v2.16b
> >         shl     v1.4s, v0.4s, 16
> >         sub     v0.4s, v1.4s, v0.4s
> >         str     q0, [x0], 16
> >         cmp     w2, w1
> >         bhi     .L20
> >
> > with this pattern the above can be optimized to:
> >
> >         ldr     q0, [x0]
> >         add     w1, w1, 1
> >         cmlt    v0.8h, v0.8h, #0
> >         str     q0, [x0], 16
> >         cmp     w2, w1
> >         bhi     .L20
> >
> > The effect is similar for x86-64.
> >
> > gcc/ChangeLog:
> >
> >         * match.pd: Simplify vector shift + bit_and + multiply in some cases.
> >
> > gcc/testsuite/ChangeLog:
> >
> >         * gcc.target/aarch64/swar_to_vec_cmp.c: New test.
> >
> > Signed-off-by: Manolis Tsamis <manolis.tsamis@vrull.eu>
> >
> > ---
> >
> > Changes in v3:
> >         - Changed pattern to use vec_cond_expr.
> >         - Changed pattern to work with VLA vector.
> >         - Added both expand_vec_cmp_expr_p and
> >           expand_vec_cond_expr_p check.
> >         - Fixed type compatibility issues.
> >
> >  gcc/match.pd                                  | 61 ++++++++++++++++
> >  .../gcc.target/aarch64/swar_to_vec_cmp.c      | 72 +++++++++++++++++++
> >  2 files changed, 133 insertions(+)
> >  create mode 100644 gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
> >
> > diff --git a/gcc/match.pd b/gcc/match.pd
> > index 67a0a682f31..320437f8aa3 100644
> > --- a/gcc/match.pd
> > +++ b/gcc/match.pd
> > @@ -301,6 +301,67 @@ DEFINE_INT_AND_FLOAT_ROUND_FN (RINT)
> >      (view_convert (bit_and:itype (view_convert @0)
> >                                  (ne @1 { build_zero_cst (type); })))))))
> >
> > +/* In SWAR (SIMD within a register) code a signed comparison of packed data
> > +   can be constructed with a particular combination of shift, bitwise and,
> > +   and multiplication by constants.  If that code is vectorized we can
> > +   convert this pattern into a more efficient vector comparison.  */
> > +(simplify
> > + (mult (bit_and (rshift @0 uniform_integer_cst_p@1)
> > +           uniform_integer_cst_p@2)
> > +    uniform_integer_cst_p@3)
> > + (with {
> > +   tree rshift_cst = uniform_integer_cst_p (@1);
> > +   tree bit_and_cst = uniform_integer_cst_p (@2);
> > +   tree mult_cst = uniform_integer_cst_p (@3);
> > +  }
> > +  /* Make sure we're working with vectors and uniform vector constants.  */
> > +  (if (VECTOR_TYPE_P (type)
> > +       && tree_fits_uhwi_p (rshift_cst)
> > +       && tree_fits_uhwi_p (mult_cst)
> > +       && tree_fits_uhwi_p (bit_and_cst))
> > +   /* Compute what constants would be needed for this to represent a packed
> > +      comparison based on the shift amount denoted by RSHIFT_CST.  */
> > +   (with {
> > +     HOST_WIDE_INT vec_elem_bits = vector_element_bits (type);
> > +     poly_int64 vec_nelts = TYPE_VECTOR_SUBPARTS (type);
> > +     poly_int64 vec_bits = vec_elem_bits * vec_nelts;
> > +     unsigned HOST_WIDE_INT cmp_bits_i, bit_and_i, mult_i;
> > +     unsigned HOST_WIDE_INT target_mult_i, target_bit_and_i;
> > +     cmp_bits_i = tree_to_uhwi (rshift_cst) + 1;
> > +     mult_i = tree_to_uhwi (mult_cst);
> > +     target_mult_i = (HOST_WIDE_INT_1U << cmp_bits_i) - 1;
> > +     bit_and_i = tree_to_uhwi (bit_and_cst);
> > +     target_bit_and_i = 0;
> > +
> > +     /* The bit pattern in BIT_AND_I should be a mask for the least
> > +       significant bit of each packed element that is CMP_BITS wide.  */
> > +     for (unsigned i = 0; i < vec_elem_bits / cmp_bits_i; i++)
> > +       target_bit_and_i = (target_bit_and_i << cmp_bits_i) | 1U;
> > +    }
> > +    (if ((exact_log2 (cmp_bits_i)) >= 0
> > +        && cmp_bits_i < HOST_BITS_PER_WIDE_INT
> > +        && multiple_p (vec_bits, cmp_bits_i)
> > +        && vec_elem_bits <= HOST_BITS_PER_WIDE_INT
> > +        && target_mult_i == mult_i
> > +        && target_bit_and_i == bit_and_i)
> > +     /* Compute the vector shape for the comparison and check if the target is
> > +       able to expand the comparison with that type.  */
> > +     (with {
> > +       /* We're doing a signed comparison.  */
> > +       tree cmp_type = build_nonstandard_integer_type (cmp_bits_i, 0);
> > +       poly_int64 vector_type_nelts = exact_div (vec_bits, cmp_bits_i);
> > +       tree vec_cmp_type = build_vector_type (cmp_type, vector_type_nelts);
> > +       tree vec_truth_type = truth_type_for (vec_cmp_type);
> > +       tree zeros = build_zero_cst (vec_cmp_type);
> > +       tree ones = build_all_ones_cst (vec_cmp_type);
> > +      }
> > +      (if (expand_vec_cmp_expr_p (vec_cmp_type, vec_truth_type, LT_EXPR)
> > +          && expand_vec_cond_expr_p (vec_cmp_type, vec_truth_type, LT_EXPR))
> > +       (view_convert:type (vec_cond (lt:vec_truth_type
> > +                                    (view_convert:vec_cmp_type @0)
> > +                                    { zeros; })
> > +                          { ones; } { zeros; })))))))))
> > +
>
> I have added the additional expand_vec_cond_expr_p check and also changed
> the less_than expression to be (lt:vec_truth_type ...) because
> otherwise there were
> type issues when running GCC with -fchecking.
>
> As per my previous comment I haven't replaced uniform_integer_cst_p with
> VECTOR_CST because the vectorized shift doesn't use a VECTOR_CST but
> rather a scalar constant. I don't know if I can assume that the
> constant will always
> be a scalar value. If that is the case and it is preferable to replace
> the use of
> uniform_integer_cst_p with a combination of VECTOR_CST and INTEGER_CST
> please let me know and I will do so.
>
> Thanks,
> Manolis
>
> >  (for cmp (gt ge lt le)
> >       outp (convert convert negate negate)
> >       outn (negate negate convert convert)
> > diff --git a/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c b/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
> > new file mode 100644
> > index 00000000000..26f9ad9ef28
> > --- /dev/null
> > +++ b/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
> > @@ -0,0 +1,72 @@
> > +/* { dg-do compile } */
> > +/* { dg-options "-O2 -ftree-vectorize" } */
> > +
> > +typedef unsigned char uint8_t;
> > +typedef unsigned short uint16_t;
> > +typedef unsigned int uint32_t;
> > +
> > +/* 8-bit SWAR tests.  */
> > +
> > +static uint8_t packed_cmp_8_8(uint8_t a)
> > +{
> > +  return ((a >> 7) & 0x1U) * 0xffU;
> > +}
> > +
> > +/* 16-bit SWAR tests.  */
> > +
> > +static uint16_t packed_cmp_8_16(uint16_t a)
> > +{
> > +  return ((a >> 7) & 0x101U) * 0xffU;
> > +}
> > +
> > +static uint16_t packed_cmp_16_16(uint16_t a)
> > +{
> > +  return ((a >> 15) & 0x1U) * 0xffffU;
> > +}
> > +
> > +/* 32-bit SWAR tests.  */
> > +
> > +static uint32_t packed_cmp_8_32(uint32_t a)
> > +{
> > +  return ((a >> 7) & 0x1010101U) * 0xffU;
> > +}
> > +
> > +static uint32_t packed_cmp_16_32(uint32_t a)
> > +{
> > +  return ((a >> 15) & 0x10001U) * 0xffffU;
> > +}
> > +
> > +static uint32_t packed_cmp_32_32(uint32_t a)
> > +{
> > +  return ((a >> 31) & 0x1U) * 0xffffffffU;
> > +}
> > +
> > +/* Driver function to test the vectorized code generated for the different
> > +   packed_cmp variants.  */
> > +
> > +#define VECTORIZED_PACKED_CMP(T, FUNC)         \
> > +  void vectorized_cmp_##FUNC(T* a, int n)      \
> > +  {                                            \
> > +    n = (n / 32) * 32;                         \
> > +    for(int i = 0; i < n; i += 4)              \
> > +    {                                          \
> > +      a[i + 0] = FUNC(a[i + 0]);               \
> > +      a[i + 1] = FUNC(a[i + 1]);               \
> > +      a[i + 2] = FUNC(a[i + 2]);               \
> > +      a[i + 3] = FUNC(a[i + 3]);               \
> > +    }                                          \
> > +  }
> > +
> > +VECTORIZED_PACKED_CMP(uint8_t, packed_cmp_8_8);
> > +
> > +VECTORIZED_PACKED_CMP(uint16_t, packed_cmp_8_16);
> > +VECTORIZED_PACKED_CMP(uint16_t, packed_cmp_16_16);
> > +
> > +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_8_32);
> > +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_16_32);
> > +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_32_32);
> > +
> > +/* { dg-final { scan-assembler {\tcmlt\t} } } */
> > +/* { dg-final { scan-assembler-not {\tushr\t} } } */
> > +/* { dg-final { scan-assembler-not {\tshl\t} } } */
> > +/* { dg-final { scan-assembler-not {\tmul\t} } } */
> > --
> > 2.34.1
> >
  
Richard Biener May 9, 2023, 7:11 a.m. UTC | #3
On Tue, Dec 20, 2022 at 1:23 PM Manolis Tsamis <manolis.tsamis@vrull.eu> wrote:
>
> When using SWAR (SIMD in a register) techniques a comparison operation within
> such a register can be made by using a combination of shifts, bitwise and and
> multiplication. If code using this scheme is vectorized then there is potential
> to replace all these operations with a single vector comparison, by reinterpreting
> the vector types to match the width of the SWAR register.
>
> For example, for the test function packed_cmp_16_32, the original generated code is:
>
>         ldr     q0, [x0]
>         add     w1, w1, 1
>         ushr    v0.4s, v0.4s, 15
>         and     v0.16b, v0.16b, v2.16b
>         shl     v1.4s, v0.4s, 16
>         sub     v0.4s, v1.4s, v0.4s
>         str     q0, [x0], 16
>         cmp     w2, w1
>         bhi     .L20
>
> with this pattern the above can be optimized to:
>
>         ldr     q0, [x0]
>         add     w1, w1, 1
>         cmlt    v0.8h, v0.8h, #0
>         str     q0, [x0], 16
>         cmp     w2, w1
>         bhi     .L20
>
> The effect is similar for x86-64.
>
> gcc/ChangeLog:
>
>         * match.pd: Simplify vector shift + bit_and + multiply in some cases.
>
> gcc/testsuite/ChangeLog:
>
>         * gcc.target/aarch64/swar_to_vec_cmp.c: New test.

OK if it still bootstraps/tests OK.

Thanks,
Richard.

> Signed-off-by: Manolis Tsamis <manolis.tsamis@vrull.eu>
>
> ---
>
> Changes in v3:
>         - Changed pattern to use vec_cond_expr.
>         - Changed pattern to work with VLA vector.
>         - Added both expand_vec_cmp_expr_p and
>           expand_vec_cond_expr_p check.
>         - Fixed type compatibility issues.
>
>  gcc/match.pd                                  | 61 ++++++++++++++++
>  .../gcc.target/aarch64/swar_to_vec_cmp.c      | 72 +++++++++++++++++++
>  2 files changed, 133 insertions(+)
>  create mode 100644 gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
>
> diff --git a/gcc/match.pd b/gcc/match.pd
> index 67a0a682f31..320437f8aa3 100644
> --- a/gcc/match.pd
> +++ b/gcc/match.pd
> @@ -301,6 +301,67 @@ DEFINE_INT_AND_FLOAT_ROUND_FN (RINT)
>      (view_convert (bit_and:itype (view_convert @0)
>                                  (ne @1 { build_zero_cst (type); })))))))
>
> +/* In SWAR (SIMD within a register) code a signed comparison of packed data
> +   can be constructed with a particular combination of shift, bitwise and,
> +   and multiplication by constants.  If that code is vectorized we can
> +   convert this pattern into a more efficient vector comparison.  */
> +(simplify
> + (mult (bit_and (rshift @0 uniform_integer_cst_p@1)
> +           uniform_integer_cst_p@2)
> +    uniform_integer_cst_p@3)
> + (with {
> +   tree rshift_cst = uniform_integer_cst_p (@1);
> +   tree bit_and_cst = uniform_integer_cst_p (@2);
> +   tree mult_cst = uniform_integer_cst_p (@3);
> +  }
> +  /* Make sure we're working with vectors and uniform vector constants.  */
> +  (if (VECTOR_TYPE_P (type)
> +       && tree_fits_uhwi_p (rshift_cst)
> +       && tree_fits_uhwi_p (mult_cst)
> +       && tree_fits_uhwi_p (bit_and_cst))
> +   /* Compute what constants would be needed for this to represent a packed
> +      comparison based on the shift amount denoted by RSHIFT_CST.  */
> +   (with {
> +     HOST_WIDE_INT vec_elem_bits = vector_element_bits (type);
> +     poly_int64 vec_nelts = TYPE_VECTOR_SUBPARTS (type);
> +     poly_int64 vec_bits = vec_elem_bits * vec_nelts;
> +     unsigned HOST_WIDE_INT cmp_bits_i, bit_and_i, mult_i;
> +     unsigned HOST_WIDE_INT target_mult_i, target_bit_and_i;
> +     cmp_bits_i = tree_to_uhwi (rshift_cst) + 1;
> +     mult_i = tree_to_uhwi (mult_cst);
> +     target_mult_i = (HOST_WIDE_INT_1U << cmp_bits_i) - 1;
> +     bit_and_i = tree_to_uhwi (bit_and_cst);
> +     target_bit_and_i = 0;
> +
> +     /* The bit pattern in BIT_AND_I should be a mask for the least
> +       significant bit of each packed element that is CMP_BITS wide.  */
> +     for (unsigned i = 0; i < vec_elem_bits / cmp_bits_i; i++)
> +       target_bit_and_i = (target_bit_and_i << cmp_bits_i) | 1U;
> +    }
> +    (if ((exact_log2 (cmp_bits_i)) >= 0
> +        && cmp_bits_i < HOST_BITS_PER_WIDE_INT
> +        && multiple_p (vec_bits, cmp_bits_i)
> +        && vec_elem_bits <= HOST_BITS_PER_WIDE_INT
> +        && target_mult_i == mult_i
> +        && target_bit_and_i == bit_and_i)
> +     /* Compute the vector shape for the comparison and check if the target is
> +       able to expand the comparison with that type.  */
> +     (with {
> +       /* We're doing a signed comparison.  */
> +       tree cmp_type = build_nonstandard_integer_type (cmp_bits_i, 0);
> +       poly_int64 vector_type_nelts = exact_div (vec_bits, cmp_bits_i);
> +       tree vec_cmp_type = build_vector_type (cmp_type, vector_type_nelts);
> +       tree vec_truth_type = truth_type_for (vec_cmp_type);
> +       tree zeros = build_zero_cst (vec_cmp_type);
> +       tree ones = build_all_ones_cst (vec_cmp_type);
> +      }
> +      (if (expand_vec_cmp_expr_p (vec_cmp_type, vec_truth_type, LT_EXPR)
> +          && expand_vec_cond_expr_p (vec_cmp_type, vec_truth_type, LT_EXPR))
> +       (view_convert:type (vec_cond (lt:vec_truth_type
> +                                    (view_convert:vec_cmp_type @0)
> +                                    { zeros; })
> +                          { ones; } { zeros; })))))))))
> +
>  (for cmp (gt ge lt le)
>       outp (convert convert negate negate)
>       outn (negate negate convert convert)
> diff --git a/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c b/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
> new file mode 100644
> index 00000000000..26f9ad9ef28
> --- /dev/null
> +++ b/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
> @@ -0,0 +1,72 @@
> +/* { dg-do compile } */
> +/* { dg-options "-O2 -ftree-vectorize" } */
> +
> +typedef unsigned char uint8_t;
> +typedef unsigned short uint16_t;
> +typedef unsigned int uint32_t;
> +
> +/* 8-bit SWAR tests.  */
> +
> +static uint8_t packed_cmp_8_8(uint8_t a)
> +{
> +  return ((a >> 7) & 0x1U) * 0xffU;
> +}
> +
> +/* 16-bit SWAR tests.  */
> +
> +static uint16_t packed_cmp_8_16(uint16_t a)
> +{
> +  return ((a >> 7) & 0x101U) * 0xffU;
> +}
> +
> +static uint16_t packed_cmp_16_16(uint16_t a)
> +{
> +  return ((a >> 15) & 0x1U) * 0xffffU;
> +}
> +
> +/* 32-bit SWAR tests.  */
> +
> +static uint32_t packed_cmp_8_32(uint32_t a)
> +{
> +  return ((a >> 7) & 0x1010101U) * 0xffU;
> +}
> +
> +static uint32_t packed_cmp_16_32(uint32_t a)
> +{
> +  return ((a >> 15) & 0x10001U) * 0xffffU;
> +}
> +
> +static uint32_t packed_cmp_32_32(uint32_t a)
> +{
> +  return ((a >> 31) & 0x1U) * 0xffffffffU;
> +}
> +
> +/* Driver function to test the vectorized code generated for the different
> +   packed_cmp variants.  */
> +
> +#define VECTORIZED_PACKED_CMP(T, FUNC)         \
> +  void vectorized_cmp_##FUNC(T* a, int n)      \
> +  {                                            \
> +    n = (n / 32) * 32;                         \
> +    for(int i = 0; i < n; i += 4)              \
> +    {                                          \
> +      a[i + 0] = FUNC(a[i + 0]);               \
> +      a[i + 1] = FUNC(a[i + 1]);               \
> +      a[i + 2] = FUNC(a[i + 2]);               \
> +      a[i + 3] = FUNC(a[i + 3]);               \
> +    }                                          \
> +  }
> +
> +VECTORIZED_PACKED_CMP(uint8_t, packed_cmp_8_8);
> +
> +VECTORIZED_PACKED_CMP(uint16_t, packed_cmp_8_16);
> +VECTORIZED_PACKED_CMP(uint16_t, packed_cmp_16_16);
> +
> +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_8_32);
> +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_16_32);
> +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_32_32);
> +
> +/* { dg-final { scan-assembler {\tcmlt\t} } } */
> +/* { dg-final { scan-assembler-not {\tushr\t} } } */
> +/* { dg-final { scan-assembler-not {\tshl\t} } } */
> +/* { dg-final { scan-assembler-not {\tmul\t} } } */
> --
> 2.34.1
>
  
Philipp Tomsich May 11, 2023, 8:01 p.m. UTC | #4
Bootstrapped and reg-tested overnight for x86 and aarch64.
Applied to master, thanks!

Philipp.

On Tue, 9 May 2023 at 09:13, Richard Biener <richard.guenther@gmail.com> wrote:
>
> On Tue, Dec 20, 2022 at 1:23 PM Manolis Tsamis <manolis.tsamis@vrull.eu> wrote:
> >
> > When using SWAR (SIMD in a register) techniques a comparison operation within
> > such a register can be made by using a combination of shifts, bitwise and and
> > multiplication. If code using this scheme is vectorized then there is potential
> > to replace all these operations with a single vector comparison, by reinterpreting
> > the vector types to match the width of the SWAR register.
> >
> > For example, for the test function packed_cmp_16_32, the original generated code is:
> >
> >         ldr     q0, [x0]
> >         add     w1, w1, 1
> >         ushr    v0.4s, v0.4s, 15
> >         and     v0.16b, v0.16b, v2.16b
> >         shl     v1.4s, v0.4s, 16
> >         sub     v0.4s, v1.4s, v0.4s
> >         str     q0, [x0], 16
> >         cmp     w2, w1
> >         bhi     .L20
> >
> > with this pattern the above can be optimized to:
> >
> >         ldr     q0, [x0]
> >         add     w1, w1, 1
> >         cmlt    v0.8h, v0.8h, #0
> >         str     q0, [x0], 16
> >         cmp     w2, w1
> >         bhi     .L20
> >
> > The effect is similar for x86-64.
> >
> > gcc/ChangeLog:
> >
> >         * match.pd: Simplify vector shift + bit_and + multiply in some cases.
> >
> > gcc/testsuite/ChangeLog:
> >
> >         * gcc.target/aarch64/swar_to_vec_cmp.c: New test.
>
> OK if it still bootstraps/tests OK.
>
> Thanks,
> Richard.
>
> > Signed-off-by: Manolis Tsamis <manolis.tsamis@vrull.eu>
> >
> > ---
> >
> > Changes in v3:
> >         - Changed pattern to use vec_cond_expr.
> >         - Changed pattern to work with VLA vector.
> >         - Added both expand_vec_cmp_expr_p and
> >           expand_vec_cond_expr_p check.
> >         - Fixed type compatibility issues.
> >
> >  gcc/match.pd                                  | 61 ++++++++++++++++
> >  .../gcc.target/aarch64/swar_to_vec_cmp.c      | 72 +++++++++++++++++++
> >  2 files changed, 133 insertions(+)
> >  create mode 100644 gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
> >
> > diff --git a/gcc/match.pd b/gcc/match.pd
> > index 67a0a682f31..320437f8aa3 100644
> > --- a/gcc/match.pd
> > +++ b/gcc/match.pd
> > @@ -301,6 +301,67 @@ DEFINE_INT_AND_FLOAT_ROUND_FN (RINT)
> >      (view_convert (bit_and:itype (view_convert @0)
> >                                  (ne @1 { build_zero_cst (type); })))))))
> >
> > +/* In SWAR (SIMD within a register) code a signed comparison of packed data
> > +   can be constructed with a particular combination of shift, bitwise and,
> > +   and multiplication by constants.  If that code is vectorized we can
> > +   convert this pattern into a more efficient vector comparison.  */
> > +(simplify
> > + (mult (bit_and (rshift @0 uniform_integer_cst_p@1)
> > +           uniform_integer_cst_p@2)
> > +    uniform_integer_cst_p@3)
> > + (with {
> > +   tree rshift_cst = uniform_integer_cst_p (@1);
> > +   tree bit_and_cst = uniform_integer_cst_p (@2);
> > +   tree mult_cst = uniform_integer_cst_p (@3);
> > +  }
> > +  /* Make sure we're working with vectors and uniform vector constants.  */
> > +  (if (VECTOR_TYPE_P (type)
> > +       && tree_fits_uhwi_p (rshift_cst)
> > +       && tree_fits_uhwi_p (mult_cst)
> > +       && tree_fits_uhwi_p (bit_and_cst))
> > +   /* Compute what constants would be needed for this to represent a packed
> > +      comparison based on the shift amount denoted by RSHIFT_CST.  */
> > +   (with {
> > +     HOST_WIDE_INT vec_elem_bits = vector_element_bits (type);
> > +     poly_int64 vec_nelts = TYPE_VECTOR_SUBPARTS (type);
> > +     poly_int64 vec_bits = vec_elem_bits * vec_nelts;
> > +     unsigned HOST_WIDE_INT cmp_bits_i, bit_and_i, mult_i;
> > +     unsigned HOST_WIDE_INT target_mult_i, target_bit_and_i;
> > +     cmp_bits_i = tree_to_uhwi (rshift_cst) + 1;
> > +     mult_i = tree_to_uhwi (mult_cst);
> > +     target_mult_i = (HOST_WIDE_INT_1U << cmp_bits_i) - 1;
> > +     bit_and_i = tree_to_uhwi (bit_and_cst);
> > +     target_bit_and_i = 0;
> > +
> > +     /* The bit pattern in BIT_AND_I should be a mask for the least
> > +       significant bit of each packed element that is CMP_BITS wide.  */
> > +     for (unsigned i = 0; i < vec_elem_bits / cmp_bits_i; i++)
> > +       target_bit_and_i = (target_bit_and_i << cmp_bits_i) | 1U;
> > +    }
> > +    (if ((exact_log2 (cmp_bits_i)) >= 0
> > +        && cmp_bits_i < HOST_BITS_PER_WIDE_INT
> > +        && multiple_p (vec_bits, cmp_bits_i)
> > +        && vec_elem_bits <= HOST_BITS_PER_WIDE_INT
> > +        && target_mult_i == mult_i
> > +        && target_bit_and_i == bit_and_i)
> > +     /* Compute the vector shape for the comparison and check if the target is
> > +       able to expand the comparison with that type.  */
> > +     (with {
> > +       /* We're doing a signed comparison.  */
> > +       tree cmp_type = build_nonstandard_integer_type (cmp_bits_i, 0);
> > +       poly_int64 vector_type_nelts = exact_div (vec_bits, cmp_bits_i);
> > +       tree vec_cmp_type = build_vector_type (cmp_type, vector_type_nelts);
> > +       tree vec_truth_type = truth_type_for (vec_cmp_type);
> > +       tree zeros = build_zero_cst (vec_cmp_type);
> > +       tree ones = build_all_ones_cst (vec_cmp_type);
> > +      }
> > +      (if (expand_vec_cmp_expr_p (vec_cmp_type, vec_truth_type, LT_EXPR)
> > +          && expand_vec_cond_expr_p (vec_cmp_type, vec_truth_type, LT_EXPR))
> > +       (view_convert:type (vec_cond (lt:vec_truth_type
> > +                                    (view_convert:vec_cmp_type @0)
> > +                                    { zeros; })
> > +                          { ones; } { zeros; })))))))))
> > +
> >  (for cmp (gt ge lt le)
> >       outp (convert convert negate negate)
> >       outn (negate negate convert convert)
> > diff --git a/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c b/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
> > new file mode 100644
> > index 00000000000..26f9ad9ef28
> > --- /dev/null
> > +++ b/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
> > @@ -0,0 +1,72 @@
> > +/* { dg-do compile } */
> > +/* { dg-options "-O2 -ftree-vectorize" } */
> > +
> > +typedef unsigned char uint8_t;
> > +typedef unsigned short uint16_t;
> > +typedef unsigned int uint32_t;
> > +
> > +/* 8-bit SWAR tests.  */
> > +
> > +static uint8_t packed_cmp_8_8(uint8_t a)
> > +{
> > +  return ((a >> 7) & 0x1U) * 0xffU;
> > +}
> > +
> > +/* 16-bit SWAR tests.  */
> > +
> > +static uint16_t packed_cmp_8_16(uint16_t a)
> > +{
> > +  return ((a >> 7) & 0x101U) * 0xffU;
> > +}
> > +
> > +static uint16_t packed_cmp_16_16(uint16_t a)
> > +{
> > +  return ((a >> 15) & 0x1U) * 0xffffU;
> > +}
> > +
> > +/* 32-bit SWAR tests.  */
> > +
> > +static uint32_t packed_cmp_8_32(uint32_t a)
> > +{
> > +  return ((a >> 7) & 0x1010101U) * 0xffU;
> > +}
> > +
> > +static uint32_t packed_cmp_16_32(uint32_t a)
> > +{
> > +  return ((a >> 15) & 0x10001U) * 0xffffU;
> > +}
> > +
> > +static uint32_t packed_cmp_32_32(uint32_t a)
> > +{
> > +  return ((a >> 31) & 0x1U) * 0xffffffffU;
> > +}
> > +
> > +/* Driver function to test the vectorized code generated for the different
> > +   packed_cmp variants.  */
> > +
> > +#define VECTORIZED_PACKED_CMP(T, FUNC)         \
> > +  void vectorized_cmp_##FUNC(T* a, int n)      \
> > +  {                                            \
> > +    n = (n / 32) * 32;                         \
> > +    for(int i = 0; i < n; i += 4)              \
> > +    {                                          \
> > +      a[i + 0] = FUNC(a[i + 0]);               \
> > +      a[i + 1] = FUNC(a[i + 1]);               \
> > +      a[i + 2] = FUNC(a[i + 2]);               \
> > +      a[i + 3] = FUNC(a[i + 3]);               \
> > +    }                                          \
> > +  }
> > +
> > +VECTORIZED_PACKED_CMP(uint8_t, packed_cmp_8_8);
> > +
> > +VECTORIZED_PACKED_CMP(uint16_t, packed_cmp_8_16);
> > +VECTORIZED_PACKED_CMP(uint16_t, packed_cmp_16_16);
> > +
> > +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_8_32);
> > +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_16_32);
> > +VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_32_32);
> > +
> > +/* { dg-final { scan-assembler {\tcmlt\t} } } */
> > +/* { dg-final { scan-assembler-not {\tushr\t} } } */
> > +/* { dg-final { scan-assembler-not {\tshl\t} } } */
> > +/* { dg-final { scan-assembler-not {\tmul\t} } } */
> > --
> > 2.34.1
> >
  

Patch

diff --git a/gcc/match.pd b/gcc/match.pd
index 67a0a682f31..320437f8aa3 100644
--- a/gcc/match.pd
+++ b/gcc/match.pd
@@ -301,6 +301,67 @@  DEFINE_INT_AND_FLOAT_ROUND_FN (RINT)
     (view_convert (bit_and:itype (view_convert @0)
 				 (ne @1 { build_zero_cst (type); })))))))
 
+/* In SWAR (SIMD within a register) code a signed comparison of packed data
+   can be constructed with a particular combination of shift, bitwise and,
+   and multiplication by constants.  If that code is vectorized we can
+   convert this pattern into a more efficient vector comparison.  */
+(simplify
+ (mult (bit_and (rshift @0 uniform_integer_cst_p@1)
+	    uniform_integer_cst_p@2)
+    uniform_integer_cst_p@3)
+ (with {
+   tree rshift_cst = uniform_integer_cst_p (@1);
+   tree bit_and_cst = uniform_integer_cst_p (@2);
+   tree mult_cst = uniform_integer_cst_p (@3);
+  }
+  /* Make sure we're working with vectors and uniform vector constants.  */
+  (if (VECTOR_TYPE_P (type)
+       && tree_fits_uhwi_p (rshift_cst)
+       && tree_fits_uhwi_p (mult_cst)
+       && tree_fits_uhwi_p (bit_and_cst))
+   /* Compute what constants would be needed for this to represent a packed
+      comparison based on the shift amount denoted by RSHIFT_CST.  */
+   (with {
+     HOST_WIDE_INT vec_elem_bits = vector_element_bits (type);
+     poly_int64 vec_nelts = TYPE_VECTOR_SUBPARTS (type);
+     poly_int64 vec_bits = vec_elem_bits * vec_nelts;
+     unsigned HOST_WIDE_INT cmp_bits_i, bit_and_i, mult_i;
+     unsigned HOST_WIDE_INT target_mult_i, target_bit_and_i;
+     cmp_bits_i = tree_to_uhwi (rshift_cst) + 1;
+     mult_i = tree_to_uhwi (mult_cst);
+     target_mult_i = (HOST_WIDE_INT_1U << cmp_bits_i) - 1;
+     bit_and_i = tree_to_uhwi (bit_and_cst);
+     target_bit_and_i = 0;
+
+     /* The bit pattern in BIT_AND_I should be a mask for the least
+	significant bit of each packed element that is CMP_BITS wide.  */
+     for (unsigned i = 0; i < vec_elem_bits / cmp_bits_i; i++)
+       target_bit_and_i = (target_bit_and_i << cmp_bits_i) | 1U;
+    }
+    (if ((exact_log2 (cmp_bits_i)) >= 0
+	 && cmp_bits_i < HOST_BITS_PER_WIDE_INT
+	 && multiple_p (vec_bits, cmp_bits_i)
+	 && vec_elem_bits <= HOST_BITS_PER_WIDE_INT
+	 && target_mult_i == mult_i
+	 && target_bit_and_i == bit_and_i)
+     /* Compute the vector shape for the comparison and check if the target is
+	able to expand the comparison with that type.  */
+     (with {
+       /* We're doing a signed comparison.  */
+       tree cmp_type = build_nonstandard_integer_type (cmp_bits_i, 0);
+       poly_int64 vector_type_nelts = exact_div (vec_bits, cmp_bits_i);
+       tree vec_cmp_type = build_vector_type (cmp_type, vector_type_nelts);
+       tree vec_truth_type = truth_type_for (vec_cmp_type);
+       tree zeros = build_zero_cst (vec_cmp_type);
+       tree ones = build_all_ones_cst (vec_cmp_type);
+      }
+      (if (expand_vec_cmp_expr_p (vec_cmp_type, vec_truth_type, LT_EXPR)
+	   && expand_vec_cond_expr_p (vec_cmp_type, vec_truth_type, LT_EXPR))
+       (view_convert:type (vec_cond (lt:vec_truth_type
+				     (view_convert:vec_cmp_type @0)
+				     { zeros; })
+			   { ones; } { zeros; })))))))))
+
 (for cmp (gt ge lt le)
      outp (convert convert negate negate)
      outn (negate negate convert convert)
diff --git a/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c b/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
new file mode 100644
index 00000000000..26f9ad9ef28
--- /dev/null
+++ b/gcc/testsuite/gcc.target/aarch64/swar_to_vec_cmp.c
@@ -0,0 +1,72 @@ 
+/* { dg-do compile } */
+/* { dg-options "-O2 -ftree-vectorize" } */
+
+typedef unsigned char uint8_t;
+typedef unsigned short uint16_t;
+typedef unsigned int uint32_t;
+
+/* 8-bit SWAR tests.  */
+
+static uint8_t packed_cmp_8_8(uint8_t a)
+{
+  return ((a >> 7) & 0x1U) * 0xffU;
+}
+
+/* 16-bit SWAR tests.  */
+
+static uint16_t packed_cmp_8_16(uint16_t a)
+{
+  return ((a >> 7) & 0x101U) * 0xffU;
+}
+
+static uint16_t packed_cmp_16_16(uint16_t a)
+{
+  return ((a >> 15) & 0x1U) * 0xffffU;
+}
+
+/* 32-bit SWAR tests.  */
+
+static uint32_t packed_cmp_8_32(uint32_t a)
+{
+  return ((a >> 7) & 0x1010101U) * 0xffU;
+}
+
+static uint32_t packed_cmp_16_32(uint32_t a)
+{
+  return ((a >> 15) & 0x10001U) * 0xffffU;
+}
+
+static uint32_t packed_cmp_32_32(uint32_t a)
+{
+  return ((a >> 31) & 0x1U) * 0xffffffffU;
+}
+
+/* Driver function to test the vectorized code generated for the different
+   packed_cmp variants.  */
+
+#define VECTORIZED_PACKED_CMP(T, FUNC)  	\
+  void vectorized_cmp_##FUNC(T* a, int n)	\
+  {						\
+    n = (n / 32) * 32;				\
+    for(int i = 0; i < n; i += 4)		\
+    {						\
+      a[i + 0] = FUNC(a[i + 0]);		\
+      a[i + 1] = FUNC(a[i + 1]);		\
+      a[i + 2] = FUNC(a[i + 2]);		\
+      a[i + 3] = FUNC(a[i + 3]);		\
+    }						\
+  }
+
+VECTORIZED_PACKED_CMP(uint8_t, packed_cmp_8_8);
+
+VECTORIZED_PACKED_CMP(uint16_t, packed_cmp_8_16);
+VECTORIZED_PACKED_CMP(uint16_t, packed_cmp_16_16);
+
+VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_8_32);
+VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_16_32);
+VECTORIZED_PACKED_CMP(uint32_t, packed_cmp_32_32);
+
+/* { dg-final { scan-assembler {\tcmlt\t} } } */
+/* { dg-final { scan-assembler-not {\tushr\t} } } */
+/* { dg-final { scan-assembler-not {\tshl\t} } } */
+/* { dg-final { scan-assembler-not {\tmul\t} } } */