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[1/3,v3] RISC-V: Add vector type of BFloat16 format

Message ID 20240711071028.9044-1-wangfeng@eswincomputing.com
State New
Headers show
Series [1/3,v3] RISC-V: Add vector type of BFloat16 format | expand

Commit Message

wangfeng@eswincomputing.com July 11, 2024, 7:10 a.m. UTC
v3: Rebase
v2: Rebase
The vector type of BFloat16 format is added in this patch,
subsequent extensions to zvfbfmin and zvfwma need to be based
on this patch.

Signed-off-by: Feng Wang <wangfeng@eswincomputing.com>
gcc/ChangeLog:

	* config/riscv/genrvv-type-indexer.cc (bfloat16_type):
	    Generate bf16 vector_type and scalar_type in DEF_RVV_TYPE_INDEX.
	(bfloat16_wide_type): Ditto.
	(same_ratio_eew_bf16_type): Ditto.
	(main): Ditto.
	* config/riscv/riscv-modes.def (ADJUST_BYTESIZE):
	(RVV_WHOLE_MODES): Add vector type for BFloat16.
	(RVV_FRACT_MODE): Ditto.
	(RVV_NF4_MODES): Ditto.
	(RVV_NF8_MODES): Ditto.
	(RVV_NF2_MODES): Ditto.
	* config/riscv/riscv-vector-builtins-types.def (vbfloat16mf4_t):
	(vbfloat16mf2_t): Add builtin vector type for BFloat16.
	(vbfloat16m1_t): Ditto.
	(vbfloat16m2_t): Ditto.
	(vbfloat16m4_t): Ditto.
	(vbfloat16m8_t): Ditto.
	(vbfloat16mf4x2_t): Ditto.
	(vbfloat16mf4x3_t): Ditto.
	(vbfloat16mf4x4_t): Ditto.
	(vbfloat16mf4x5_t): Ditto.
	(vbfloat16mf4x6_t): Ditto.
	(vbfloat16mf4x7_t): Ditto.
	(vbfloat16mf4x8_t): Ditto.
	(vbfloat16mf2x2_t): Ditto.
	(vbfloat16mf2x3_t): Ditto.
	(vbfloat16mf2x4_t): Ditto.
	(vbfloat16mf2x5_t): Ditto.
	(vbfloat16mf2x6_t): Ditto.
	(vbfloat16mf2x7_t): Ditto.
	(vbfloat16mf2x8_t): Ditto.
	(vbfloat16m1x2_t): Ditto.
	(vbfloat16m1x3_t): Ditto.
	(vbfloat16m1x4_t): Ditto.
	(vbfloat16m1x5_t): Ditto.
	(vbfloat16m1x6_t): Ditto.
	(vbfloat16m1x7_t): Ditto.
	(vbfloat16m1x8_t): Ditto.
	(vbfloat16m2x2_t): Ditto.
	(vbfloat16m2x3_t): Ditto.
	(vbfloat16m2x4_t): Ditto.
	(vbfloat16m4x2_t): Ditto.
	* config/riscv/riscv-vector-builtins.cc (check_required_extensions):
	    Add required_ext checking for BFloat16.
	* config/riscv/riscv-vector-builtins.def (vbfloat16mf4_t):
	    Add vector_type for BFloat16 in builtins.def.
	(vbfloat16mf4x2_t): Ditto.
	(vbfloat16mf4x3_t): Ditto.
	(vbfloat16mf4x4_t): Ditto.
	(vbfloat16mf4x5_t): Ditto.
	(vbfloat16mf4x6_t): Ditto.
	(vbfloat16mf4x7_t): Ditto.
	(vbfloat16mf4x8_t): Ditto.
	(vbfloat16mf2_t): Ditto.
	(vbfloat16mf2x2_t): Ditto.
	(vbfloat16mf2x3_t): Ditto.
	(vbfloat16mf2x4_t): Ditto.
	(vbfloat16mf2x5_t): Ditto.
	(vbfloat16mf2x6_t): Ditto.
	(vbfloat16mf2x7_t): Ditto.
	(vbfloat16mf2x8_t): Ditto.
	(vbfloat16m1_t): Ditto.
	(vbfloat16m1x2_t): Ditto.
	(vbfloat16m1x3_t): Ditto.
	(vbfloat16m1x4_t): Ditto.
	(vbfloat16m1x5_t): Ditto.
	(vbfloat16m1x6_t): Ditto.
	(vbfloat16m1x7_t): Ditto.
	(vbfloat16m1x8_t): Ditto.
	(vbfloat16m2_t): Ditto.
	(vbfloat16m2x2_t): Ditto.
	(vbfloat16m2x3_t): Ditto.
	(vbfloat16m2x4_t): Ditto.
	(vbfloat16m4_t): Ditto.
	(vbfloat16m4x2_t): Ditto.
	(vbfloat16m8_t): Ditto.
	(double_trunc_bfloat_scalar): Add scalar_type def for BFloat16.
	(double_trunc_bfloat_vector): Add vector_type def for BFloat16.
	* config/riscv/riscv-vector-builtins.h (RVV_REQUIRE_ELEN_BF_16):
	    Add required defination of BFloat16 ext.
	* config/riscv/riscv-vector-switch.def (ENTRY):
	    Add vector_type information for BFloat16.
	(TUPLE_ENTRY): Add tuple vector_type information for BFloat16.

---
 gcc/config/riscv/genrvv-type-indexer.cc       | 115 ++++++++++++++++++
 gcc/config/riscv/riscv-modes.def              |  30 ++++-
 .../riscv/riscv-vector-builtins-types.def     |  50 ++++++++
 gcc/config/riscv/riscv-vector-builtins.cc     |   7 +-
 gcc/config/riscv/riscv-vector-builtins.def    |  55 ++++++++-
 gcc/config/riscv/riscv-vector-builtins.h      |   1 +
 gcc/config/riscv/riscv-vector-switch.def      |  36 ++++++
 7 files changed, 291 insertions(+), 3 deletions(-)

Comments

Kito Cheng July 11, 2024, 7:26 a.m. UTC | #1
OK for this patch set, I know you already got LGTM from JuZhe or me
before, so just an explicitly ack to let you know it's still OK once
CI is passed.

On Thu, Jul 11, 2024 at 3:11 PM Feng Wang <wangfeng@eswincomputing.com> wrote:
>
> v3: Rebase
> v2: Rebase
> The vector type of BFloat16 format is added in this patch,
> subsequent extensions to zvfbfmin and zvfwma need to be based
> on this patch.
>
> Signed-off-by: Feng Wang <wangfeng@eswincomputing.com>
> gcc/ChangeLog:
>
>         * config/riscv/genrvv-type-indexer.cc (bfloat16_type):
>             Generate bf16 vector_type and scalar_type in DEF_RVV_TYPE_INDEX.
>         (bfloat16_wide_type): Ditto.
>         (same_ratio_eew_bf16_type): Ditto.
>         (main): Ditto.
>         * config/riscv/riscv-modes.def (ADJUST_BYTESIZE):
>         (RVV_WHOLE_MODES): Add vector type for BFloat16.
>         (RVV_FRACT_MODE): Ditto.
>         (RVV_NF4_MODES): Ditto.
>         (RVV_NF8_MODES): Ditto.
>         (RVV_NF2_MODES): Ditto.
>         * config/riscv/riscv-vector-builtins-types.def (vbfloat16mf4_t):
>         (vbfloat16mf2_t): Add builtin vector type for BFloat16.
>         (vbfloat16m1_t): Ditto.
>         (vbfloat16m2_t): Ditto.
>         (vbfloat16m4_t): Ditto.
>         (vbfloat16m8_t): Ditto.
>         (vbfloat16mf4x2_t): Ditto.
>         (vbfloat16mf4x3_t): Ditto.
>         (vbfloat16mf4x4_t): Ditto.
>         (vbfloat16mf4x5_t): Ditto.
>         (vbfloat16mf4x6_t): Ditto.
>         (vbfloat16mf4x7_t): Ditto.
>         (vbfloat16mf4x8_t): Ditto.
>         (vbfloat16mf2x2_t): Ditto.
>         (vbfloat16mf2x3_t): Ditto.
>         (vbfloat16mf2x4_t): Ditto.
>         (vbfloat16mf2x5_t): Ditto.
>         (vbfloat16mf2x6_t): Ditto.
>         (vbfloat16mf2x7_t): Ditto.
>         (vbfloat16mf2x8_t): Ditto.
>         (vbfloat16m1x2_t): Ditto.
>         (vbfloat16m1x3_t): Ditto.
>         (vbfloat16m1x4_t): Ditto.
>         (vbfloat16m1x5_t): Ditto.
>         (vbfloat16m1x6_t): Ditto.
>         (vbfloat16m1x7_t): Ditto.
>         (vbfloat16m1x8_t): Ditto.
>         (vbfloat16m2x2_t): Ditto.
>         (vbfloat16m2x3_t): Ditto.
>         (vbfloat16m2x4_t): Ditto.
>         (vbfloat16m4x2_t): Ditto.
>         * config/riscv/riscv-vector-builtins.cc (check_required_extensions):
>             Add required_ext checking for BFloat16.
>         * config/riscv/riscv-vector-builtins.def (vbfloat16mf4_t):
>             Add vector_type for BFloat16 in builtins.def.
>         (vbfloat16mf4x2_t): Ditto.
>         (vbfloat16mf4x3_t): Ditto.
>         (vbfloat16mf4x4_t): Ditto.
>         (vbfloat16mf4x5_t): Ditto.
>         (vbfloat16mf4x6_t): Ditto.
>         (vbfloat16mf4x7_t): Ditto.
>         (vbfloat16mf4x8_t): Ditto.
>         (vbfloat16mf2_t): Ditto.
>         (vbfloat16mf2x2_t): Ditto.
>         (vbfloat16mf2x3_t): Ditto.
>         (vbfloat16mf2x4_t): Ditto.
>         (vbfloat16mf2x5_t): Ditto.
>         (vbfloat16mf2x6_t): Ditto.
>         (vbfloat16mf2x7_t): Ditto.
>         (vbfloat16mf2x8_t): Ditto.
>         (vbfloat16m1_t): Ditto.
>         (vbfloat16m1x2_t): Ditto.
>         (vbfloat16m1x3_t): Ditto.
>         (vbfloat16m1x4_t): Ditto.
>         (vbfloat16m1x5_t): Ditto.
>         (vbfloat16m1x6_t): Ditto.
>         (vbfloat16m1x7_t): Ditto.
>         (vbfloat16m1x8_t): Ditto.
>         (vbfloat16m2_t): Ditto.
>         (vbfloat16m2x2_t): Ditto.
>         (vbfloat16m2x3_t): Ditto.
>         (vbfloat16m2x4_t): Ditto.
>         (vbfloat16m4_t): Ditto.
>         (vbfloat16m4x2_t): Ditto.
>         (vbfloat16m8_t): Ditto.
>         (double_trunc_bfloat_scalar): Add scalar_type def for BFloat16.
>         (double_trunc_bfloat_vector): Add vector_type def for BFloat16.
>         * config/riscv/riscv-vector-builtins.h (RVV_REQUIRE_ELEN_BF_16):
>             Add required defination of BFloat16 ext.
>         * config/riscv/riscv-vector-switch.def (ENTRY):
>             Add vector_type information for BFloat16.
>         (TUPLE_ENTRY): Add tuple vector_type information for BFloat16.
>
> ---
>  gcc/config/riscv/genrvv-type-indexer.cc       | 115 ++++++++++++++++++
>  gcc/config/riscv/riscv-modes.def              |  30 ++++-
>  .../riscv/riscv-vector-builtins-types.def     |  50 ++++++++
>  gcc/config/riscv/riscv-vector-builtins.cc     |   7 +-
>  gcc/config/riscv/riscv-vector-builtins.def    |  55 ++++++++-
>  gcc/config/riscv/riscv-vector-builtins.h      |   1 +
>  gcc/config/riscv/riscv-vector-switch.def      |  36 ++++++
>  7 files changed, 291 insertions(+), 3 deletions(-)
>
> diff --git a/gcc/config/riscv/genrvv-type-indexer.cc b/gcc/config/riscv/genrvv-type-indexer.cc
> index 27cbd14982c..8626ddeaaa8 100644
> --- a/gcc/config/riscv/genrvv-type-indexer.cc
> +++ b/gcc/config/riscv/genrvv-type-indexer.cc
> @@ -117,6 +117,42 @@ inttype (unsigned sew, int lmul_log2, unsigned nf, bool unsigned_p)
>    return mode.str ();
>  }
>
> +std::string
> +bfloat16_type (int lmul_log2)
> +{
> +  if (!valid_type (16, lmul_log2, /*float_t*/ true))
> +    return "INVALID";
> +
> +  std::stringstream mode;
> +  mode << "vbfloat16" << to_lmul (lmul_log2) << "_t";
> +  return mode.str ();
> +}
> +
> +std::string
> +bfloat16_wide_type (int lmul_log2)
> +{
> +  if (!valid_type (32, lmul_log2, /*float_t*/ true))
> +    return "INVALID";
> +
> +  std::stringstream mode;
> +  mode << "vfloat32" << to_lmul (lmul_log2) << "_t";
> +  return mode.str ();
> +}
> +
> +std::string
> +bfloat16_type (int lmul_log2, unsigned nf)
> +{
> +  if (!valid_type (16, lmul_log2, nf, /*float_t*/ true))
> +    return "INVALID";
> +
> +  std::stringstream mode;
> +  mode << "vbfloat16" << to_lmul (lmul_log2);
> +  if (nf > 1)
> +    mode << "x" << nf;
> +  mode << "_t";
> +  return mode.str ();
> +}
> +
>  std::string
>  floattype (unsigned sew, int lmul_log2)
>  {
> @@ -182,6 +218,15 @@ same_ratio_eew_type (unsigned sew, int lmul_log2, unsigned eew, bool unsigned_p,
>      return inttype (eew, elmul_log2, unsigned_p);
>  }
>
> +std::string
> +same_ratio_eew_bf16_type (unsigned sew, int lmul_log2)
> +{
> +  if (sew != 32)
> +    return "INVALID";
> +  int elmul_log2 = lmul_log2 - 1;
> +  return bfloat16_type (elmul_log2);
> +}
> +
>  int
>  main (int argc, const char **argv)
>  {
> @@ -215,6 +260,8 @@ main (int argc, const char **argv)
>        fprintf (fp, "  /*DOUBLE_TRUNC_SIGNED*/ INVALID,\n");
>        fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED*/ INVALID,\n");
>        fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED_SCALAR*/ INVALID,\n");
> +      fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ INVALID,\n");
> +      fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ INVALID,\n");
>        fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ INVALID,\n");
>        fprintf (fp, "  /*FLOAT*/ INVALID,\n");
>        fprintf (fp, "  /*LMUL1*/ INVALID,\n");
> @@ -294,6 +341,8 @@ main (int argc, const char **argv)
>                        same_ratio_eew_type (sew, lmul_log2, sew / 2, true,
>                                             false)
>                          .c_str ());
> +           fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ INVALID,\n");
> +           fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ INVALID,\n");
>             fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ %s,\n",
>                      same_ratio_eew_type (sew, lmul_log2, sew / 2, false, true)
>                        .c_str ());
> @@ -341,6 +390,68 @@ main (int argc, const char **argv)
>                      inttype (sew, lmul_log2, 1, unsigned_p).c_str ());
>             fprintf (fp, ")\n");
>           }
> +  // Build for vbfloat16
> +  for (int lmul_log2 : {-2, -1, 0, 1, 2, 3})
> +    for (unsigned nf : {1, 2, 3, 4, 5, 6, 7, 8})
> +      {
> +       if (!valid_type (16, lmul_log2, nf, /*float_t*/ true))
> +         continue;
> +
> +       fprintf (fp, "DEF_RVV_TYPE_INDEX (\n");
> +       fprintf (fp, "  /*VECTOR*/ %s,\n",
> +                bfloat16_type (lmul_log2, nf).c_str ());
> +       fprintf (fp, "  /*MASK*/ %s,\n", maskmode (16, lmul_log2).c_str ());
> +       fprintf (fp, "  /*SIGNED*/ %s,\n",
> +                inttype (16, lmul_log2, /*unsigned_p*/ false).c_str ());
> +       fprintf (fp, "  /*UNSIGNED*/ %s,\n",
> +                inttype (16, lmul_log2, /*unsigned_p*/ true).c_str ());
> +       for (unsigned eew : {8, 16, 32, 64})
> +         fprintf (
> +           fp, "  /*EEW%d_INDEX*/ %s,\n", eew,
> +           same_ratio_eew_type (16, lmul_log2, eew, true, false).c_str ());
> +       fprintf (fp, "  /*SHIFT*/ INVALID,\n");
> +       fprintf (fp, "  /*DOUBLE_TRUNC*/ %s,\n",
> +                same_ratio_eew_type (16, lmul_log2, 8, false, true).c_str ());
> +       fprintf (fp, "  /*QUAD_TRUNC*/ INVALID,\n");
> +       fprintf (fp, "  /*OCT_TRUNC*/ INVALID,\n");
> +       fprintf (fp, "  /*DOUBLE_TRUNC_SCALAR*/ %s,\n",
> +                same_ratio_eew_type (16, lmul_log2, 8, false, true).c_str ());
> +       fprintf (fp, "  /*DOUBLE_TRUNC_SIGNED*/ %s,\n",
> +                same_ratio_eew_type (16, lmul_log2, 8, false, false).c_str ());
> +       fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED*/ %s,\n",
> +                same_ratio_eew_type (16, lmul_log2, 8, true, false).c_str ());
> +       fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED_SCALAR*/ INVALID,\n");
> +       fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ INVALID,\n");
> +       fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ INVALID,\n");
> +       fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ %s,\n",
> +                same_ratio_eew_type (16, lmul_log2, 8, false, true).c_str ());
> +       fprintf (fp, "  /*FLOAT*/ INVALID,\n");
> +       fprintf (fp, "  /*LMUL1*/ %s,\n",
> +                bfloat16_type (/*lmul_log2*/ 0).c_str ());
> +       fprintf (fp, "  /*WLMUL1*/ %s,\n",
> +                bfloat16_wide_type (/*lmul_log2*/ 0).c_str ());
> +       for (unsigned eew : {8, 16, 32, 64})
> +         fprintf (fp, "  /*EEW%d_INTERPRET*/ INVALID,\n", eew);
> +
> +       for (unsigned boolsize : BOOL_SIZE_LIST)
> +         fprintf (fp, "  /*BOOL%d_INTERPRET*/ INVALID,\n", boolsize);
> +
> +       for (unsigned eew : EEW_SIZE_LIST)
> +         fprintf (fp, "  /*SIGNED_EEW%d_LMUL1_INTERPRET*/ INVALID,\n", eew);
> +
> +       for (unsigned eew : EEW_SIZE_LIST)
> +         fprintf (fp, "  /*UNSIGNED_EEW%d_LMUL1_INTERPRET*/ INVALID,\n", eew);
> +
> +       for (unsigned lmul_log2_offset : {1, 2, 3, 4, 5, 6})
> +         {
> +           unsigned multiple_of_lmul = 1 << lmul_log2_offset;
> +           fprintf (fp, "  /*X%d_VLMUL_EXT*/ %s,\n", multiple_of_lmul,
> +                    bfloat16_type (lmul_log2 + lmul_log2_offset).c_str ());
> +         }
> +       fprintf (fp, "  /*TUPLE_SUBPART*/ %s\n",
> +                bfloat16_type (lmul_log2, 1U).c_str ());
> +       fprintf (fp, ")\n");
> +      }
>    // Build for vfloat
>    for (unsigned sew : {16, 32, 64})
>      for (int lmul_log2 : {-3, -2, -1, 0, 1, 2, 3})
> @@ -378,6 +489,10 @@ main (int argc, const char **argv)
>                    same_ratio_eew_type (sew, lmul_log2, sew / 2, true, false)
>                      .c_str ());
>           fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED_SCALAR*/ INVALID,\n");
> +         fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ %s,\n",
> +                  same_ratio_eew_bf16_type (sew, lmul_log2).c_str ());
> +         fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ %s,\n",
> +                  same_ratio_eew_bf16_type (sew, lmul_log2).c_str ());
>           fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ %s,\n",
>                    same_ratio_eew_type (sew, lmul_log2, sew / 2, false, true)
>                      .c_str ());
> diff --git a/gcc/config/riscv/riscv-modes.def b/gcc/config/riscv/riscv-modes.def
> index 6de4e440298..b0a78f72754 100644
> --- a/gcc/config/riscv/riscv-modes.def
> +++ b/gcc/config/riscv/riscv-modes.def
> @@ -93,6 +93,7 @@ ADJUST_BYTESIZE (RVVMF64BI, riscv_v_adjust_bytesize (RVVMF64BImode, 1));
>     |DF   |RVVM1DF|RVVM2DF|RVVM4DF|RVVM8DF|N/A     |N/A     |N/A     |
>     |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|RVVMF2SF|N/A     |N/A     |
>     |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|RVVMF4HF|N/A     |
> +   |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|RVVMF4BF|N/A     |
>
>  There are the following data types for ELEN = 32.
>
> @@ -101,11 +102,13 @@ There are the following data types for ELEN = 32.
>     |HI   |RVVM1HI|RVVM2HI|RVVM4HI|RVVM8HI|RVVMF2HI|N/A     |N/A     |
>     |QI   |RVVM1QI|RVVM2QI|RVVM4QI|RVVM8QI|RVVMF2QI|RVVMF4QI|N/A     |
>     |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|N/A     |N/A     |N/A     |
> -   |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|N/A     |N/A     |  */
> +   |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|N/A     |N/A     |
> +   |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|N/A     |N/A     |  */
>
>  #define RVV_WHOLE_MODES(LMUL)                                                  \
>    VECTOR_MODE_WITH_PREFIX (RVVM, INT, QI, LMUL, 0);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM, INT, HI, LMUL, 0);                            \
> +  VECTOR_MODE_WITH_PREFIX (RVVM, FLOAT, BF, LMUL, 0);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM, FLOAT, HF, LMUL, 0);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM, INT, SI, LMUL, 0);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM, FLOAT, SF, LMUL, 0);                          \
> @@ -120,6 +123,8 @@ There are the following data types for ELEN = 32.
>                  riscv_v_adjust_nunits (RVVM##LMUL##SImode, false, LMUL, 1));  \
>    ADJUST_NUNITS (RVVM##LMUL##DI,                                               \
>                  riscv_v_adjust_nunits (RVVM##LMUL##DImode, false, LMUL, 1));  \
> +  ADJUST_NUNITS (RVVM##LMUL##BF,                                               \
> +                riscv_v_adjust_nunits (RVVM##LMUL##BFmode, false, LMUL, 1));  \
>    ADJUST_NUNITS (RVVM##LMUL##HF,                                               \
>                  riscv_v_adjust_nunits (RVVM##LMUL##HFmode, false, LMUL, 1));  \
>    ADJUST_NUNITS (RVVM##LMUL##SF,                                               \
> @@ -131,6 +136,7 @@ There are the following data types for ELEN = 32.
>    ADJUST_ALIGNMENT (RVVM##LMUL##HI, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM##LMUL##SI, 4);                                        \
>    ADJUST_ALIGNMENT (RVVM##LMUL##DI, 8);                                        \
> +  ADJUST_ALIGNMENT (RVVM##LMUL##BF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM##LMUL##HF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM##LMUL##SF, 4);                                        \
>    ADJUST_ALIGNMENT (RVVM##LMUL##DF, 8);
> @@ -153,6 +159,8 @@ RVV_FRACT_MODE (INT, QI, 4, 1)
>  RVV_FRACT_MODE (INT, QI, 8, 1)
>  RVV_FRACT_MODE (INT, HI, 2, 2)
>  RVV_FRACT_MODE (INT, HI, 4, 2)
> +RVV_FRACT_MODE (FLOAT, BF, 2, 2)
> +RVV_FRACT_MODE (FLOAT, BF, 4, 2)
>  RVV_FRACT_MODE (FLOAT, HF, 2, 2)
>  RVV_FRACT_MODE (FLOAT, HF, 4, 2)
>  RVV_FRACT_MODE (INT, SI, 2, 4)
> @@ -174,6 +182,9 @@ RVV_FRACT_MODE (FLOAT, SF, 2, 4)
>    VECTOR_MODE_WITH_PREFIX (RVVMF4x, INT, HI, NF, 1);                           \
>    VECTOR_MODE_WITH_PREFIX (RVVMF2x, INT, HI, NF, 1);                           \
>    VECTOR_MODE_WITH_PREFIX (RVVM1x, INT, HI, NF, 1);                            \
> +  VECTOR_MODE_WITH_PREFIX (RVVMF4x, FLOAT, BF, NF, 1);                         \
> +  VECTOR_MODE_WITH_PREFIX (RVVMF2x, FLOAT, BF, NF, 1);                         \
> +  VECTOR_MODE_WITH_PREFIX (RVVM1x, FLOAT, BF, NF, 1);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVMF4x, FLOAT, HF, NF, 1);                         \
>    VECTOR_MODE_WITH_PREFIX (RVVMF2x, FLOAT, HF, NF, 1);                         \
>    VECTOR_MODE_WITH_PREFIX (RVVM1x, FLOAT, HF, NF, 1);                          \
> @@ -198,6 +209,12 @@ RVV_FRACT_MODE (FLOAT, SF, 2, 4)
>                  riscv_v_adjust_nunits (RVVMF2x##NF##HImode, true, 2, NF));    \
>    ADJUST_NUNITS (RVVM1x##NF##HI,                                               \
>                  riscv_v_adjust_nunits (RVVM1x##NF##HImode, false, 1, NF));    \
> +  ADJUST_NUNITS (RVVMF4x##NF##BF,                                              \
> +                riscv_v_adjust_nunits (RVVMF4x##NF##BFmode, true, 4, NF));    \
> +  ADJUST_NUNITS (RVVMF2x##NF##BF,                                              \
> +                riscv_v_adjust_nunits (RVVMF2x##NF##BFmode, true, 2, NF));    \
> +  ADJUST_NUNITS (RVVM1x##NF##BF,                                               \
> +                riscv_v_adjust_nunits (RVVM1x##NF##BFmode, false, 1, NF));    \
>    ADJUST_NUNITS (RVVMF4x##NF##HF,                                              \
>                  riscv_v_adjust_nunits (RVVMF4x##NF##HFmode, true, 4, NF));    \
>    ADJUST_NUNITS (RVVMF2x##NF##HF,                                              \
> @@ -224,6 +241,9 @@ RVV_FRACT_MODE (FLOAT, SF, 2, 4)
>    ADJUST_ALIGNMENT (RVVMF4x##NF##HI, 2);                                       \
>    ADJUST_ALIGNMENT (RVVMF2x##NF##HI, 2);                                       \
>    ADJUST_ALIGNMENT (RVVM1x##NF##HI, 2);                                        \
> +  ADJUST_ALIGNMENT (RVVMF4x##NF##BF, 2);                                       \
> +  ADJUST_ALIGNMENT (RVVMF2x##NF##BF, 2);                                       \
> +  ADJUST_ALIGNMENT (RVVM1x##NF##BF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVMF4x##NF##HF, 2);                                       \
>    ADJUST_ALIGNMENT (RVVMF2x##NF##HF, 2);                                       \
>    ADJUST_ALIGNMENT (RVVM1x##NF##HF, 2);                                        \
> @@ -245,6 +265,7 @@ RVV_NF8_MODES (2)
>  #define RVV_NF4_MODES(NF)                                                      \
>    VECTOR_MODE_WITH_PREFIX (RVVM2x, INT, QI, NF, 1);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM2x, INT, HI, NF, 1);                            \
> +  VECTOR_MODE_WITH_PREFIX (RVVM2x, FLOAT, BF, NF, 1);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM2x, FLOAT, HF, NF, 1);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM2x, INT, SI, NF, 1);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM2x, FLOAT, SF, NF, 1);                          \
> @@ -255,6 +276,8 @@ RVV_NF8_MODES (2)
>                  riscv_v_adjust_nunits (RVVM2x##NF##QImode, false, 2, NF));    \
>    ADJUST_NUNITS (RVVM2x##NF##HI,                                               \
>                  riscv_v_adjust_nunits (RVVM2x##NF##HImode, false, 2, NF));    \
> +  ADJUST_NUNITS (RVVM2x##NF##BF,                                               \
> +                riscv_v_adjust_nunits (RVVM2x##NF##BFmode, false, 2, NF));    \
>    ADJUST_NUNITS (RVVM2x##NF##HF,                                               \
>                  riscv_v_adjust_nunits (RVVM2x##NF##HFmode, false, 2, NF));    \
>    ADJUST_NUNITS (RVVM2x##NF##SI,                                               \
> @@ -268,6 +291,7 @@ RVV_NF8_MODES (2)
>                                                                                 \
>    ADJUST_ALIGNMENT (RVVM2x##NF##QI, 1);                                        \
>    ADJUST_ALIGNMENT (RVVM2x##NF##HI, 2);                                        \
> +  ADJUST_ALIGNMENT (RVVM2x##NF##BF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM2x##NF##HF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM2x##NF##SI, 4);                                        \
>    ADJUST_ALIGNMENT (RVVM2x##NF##SF, 4);                                        \
> @@ -281,6 +305,7 @@ RVV_NF4_MODES (4)
>  #define RVV_NF2_MODES(NF)                                                      \
>    VECTOR_MODE_WITH_PREFIX (RVVM4x, INT, QI, NF, 1);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM4x, INT, HI, NF, 1);                            \
> +  VECTOR_MODE_WITH_PREFIX (RVVM4x, FLOAT, BF, NF, 1);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM4x, FLOAT, HF, NF, 1);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM4x, INT, SI, NF, 1);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM4x, FLOAT, SF, NF, 1);                          \
> @@ -291,6 +316,8 @@ RVV_NF4_MODES (4)
>                  riscv_v_adjust_nunits (RVVM4x##NF##QImode, false, 4, NF));    \
>    ADJUST_NUNITS (RVVM4x##NF##HI,                                               \
>                  riscv_v_adjust_nunits (RVVM4x##NF##HImode, false, 4, NF));    \
> +  ADJUST_NUNITS (RVVM4x##NF##BF,                                               \
> +                riscv_v_adjust_nunits (RVVM4x##NF##BFmode, false, 4, NF));    \
>    ADJUST_NUNITS (RVVM4x##NF##HF,                                               \
>                  riscv_v_adjust_nunits (RVVM4x##NF##HFmode, false, 4, NF));    \
>    ADJUST_NUNITS (RVVM4x##NF##SI,                                               \
> @@ -304,6 +331,7 @@ RVV_NF4_MODES (4)
>                                                                                 \
>    ADJUST_ALIGNMENT (RVVM4x##NF##QI, 1);                                        \
>    ADJUST_ALIGNMENT (RVVM4x##NF##HI, 2);                                        \
> +  ADJUST_ALIGNMENT (RVVM4x##NF##BF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM4x##NF##HF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM4x##NF##SI, 4);                                        \
>    ADJUST_ALIGNMENT (RVVM4x##NF##SF, 4);                                        \
> diff --git a/gcc/config/riscv/riscv-vector-builtins-types.def b/gcc/config/riscv/riscv-vector-builtins-types.def
> index 61019a56844..e7fca4cca79 100644
> --- a/gcc/config/riscv/riscv-vector-builtins-types.def
> +++ b/gcc/config/riscv/riscv-vector-builtins-types.def
> @@ -397,6 +397,13 @@ DEF_RVV_U_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_U_OPS (vuint64m4_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_U_OPS (vuint64m8_t, RVV_REQUIRE_ELEN_64)
>
> +DEF_RVV_F_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_F_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_F_OPS (vbfloat16m1_t,  RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_F_OPS (vbfloat16m2_t,  RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_F_OPS (vbfloat16m4_t,  RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_F_OPS (vbfloat16m8_t,  RVV_REQUIRE_ELEN_BF_16)
> +
>  DEF_RVV_F_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_F_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_F_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
> @@ -999,6 +1006,11 @@ DEF_RVV_X2_VLMUL_EXT_OPS (vuint32m4_t, 0)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vuint64m4_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16m2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16m4_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
> @@ -1040,6 +1052,10 @@ DEF_RVV_X4_VLMUL_EXT_OPS (vuint32m1_t, 0)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vuint32m2_t, 0)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16m2_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
> @@ -1070,6 +1086,9 @@ DEF_RVV_X8_VLMUL_EXT_OPS (vuint16m1_t, 0)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vuint32mf2_t, RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vuint32m1_t, 0)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_X8_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X8_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X8_VLMUL_EXT_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
> @@ -1089,6 +1108,8 @@ DEF_RVV_X16_VLMUL_EXT_OPS (vuint8mf2_t, 0)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vuint16mf4_t, RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vuint16mf2_t, 0)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vuint32mf2_t, RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X16_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X16_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vfloat32mf2_t, RVV_REQUIRE_ELEN_FP_32 | RVV_REQUIRE_MIN_VLEN_64)
> @@ -1099,6 +1120,7 @@ DEF_RVV_X32_VLMUL_EXT_OPS (vint16mf4_t, RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X32_VLMUL_EXT_OPS (vuint8mf8_t, RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X32_VLMUL_EXT_OPS (vuint8mf4_t, 0)
>  DEF_RVV_X32_VLMUL_EXT_OPS (vuint16mf4_t, RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X32_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X32_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>
>  DEF_RVV_X64_VLMUL_EXT_OPS (vint8mf8_t, RVV_REQUIRE_MIN_VLEN_64)
> @@ -1112,6 +1134,7 @@ DEF_RVV_LMUL1_OPS (vuint8m1_t, 0)
>  DEF_RVV_LMUL1_OPS (vuint16m1_t, 0)
>  DEF_RVV_LMUL1_OPS (vuint32m1_t, 0)
>  DEF_RVV_LMUL1_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_LMUL1_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_LMUL1_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_LMUL1_OPS (vfloat32m1_t, RVV_REQUIRE_ELEN_FP_32)
>  DEF_RVV_LMUL1_OPS (vfloat64m1_t, RVV_REQUIRE_ELEN_FP_64)
> @@ -1124,6 +1147,7 @@ DEF_RVV_LMUL2_OPS (vuint8m2_t, 0)
>  DEF_RVV_LMUL2_OPS (vuint16m2_t, 0)
>  DEF_RVV_LMUL2_OPS (vuint32m2_t, 0)
>  DEF_RVV_LMUL2_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_LMUL2_OPS (vbfloat16m2_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_LMUL2_OPS (vfloat16m2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_LMUL2_OPS (vfloat32m2_t, RVV_REQUIRE_ELEN_FP_32)
>  DEF_RVV_LMUL2_OPS (vfloat64m2_t, RVV_REQUIRE_ELEN_FP_64)
> @@ -1137,6 +1161,7 @@ DEF_RVV_LMUL4_OPS (vuint16m4_t, 0)
>  DEF_RVV_LMUL4_OPS (vuint32m4_t, 0)
>  DEF_RVV_LMUL4_OPS (vuint64m4_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_LMUL4_OPS (vfloat16m4_t, RVV_REQUIRE_ELEN_FP_16)
> +DEF_RVV_LMUL4_OPS (vbfloat16m4_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_LMUL4_OPS (vfloat32m4_t, RVV_REQUIRE_ELEN_FP_32)
>  DEF_RVV_LMUL4_OPS (vfloat64m4_t, RVV_REQUIRE_ELEN_FP_64)
>
> @@ -1312,6 +1337,31 @@ DEF_RVV_TUPLE_OPS (vint64m2x4_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_TUPLE_OPS (vuint64m2x4_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_TUPLE_OPS (vint64m4x2_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_TUPLE_OPS (vuint64m4x2_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x2_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x3_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x5_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x6_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x7_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x8_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x3_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x4_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x5_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x6_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x7_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x8_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x3_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x4_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x5_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x6_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x7_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x8_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m2x2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m2x3_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m2x4_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m4x2_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_TUPLE_OPS (vfloat16mf4x2_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_TUPLE_OPS (vfloat16mf4x3_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_TUPLE_OPS (vfloat16mf4x4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
> diff --git a/gcc/config/riscv/riscv-vector-builtins.cc b/gcc/config/riscv/riscv-vector-builtins.cc
> index c08d87a2680..720436dfbc9 100644
> --- a/gcc/config/riscv/riscv-vector-builtins.cc
> +++ b/gcc/config/riscv/riscv-vector-builtins.cc
> @@ -2808,7 +2808,8 @@ static CONSTEXPR const function_type_info function_types[] = {
>    VECTOR, MASK, SIGNED, UNSIGNED, EEW8_INDEX, EEW16_INDEX, EEW32_INDEX,        \
>    EEW64_INDEX, SHIFT, DOUBLE_TRUNC, QUAD_TRUNC, OCT_TRUNC,                     \
>    DOUBLE_TRUNC_SCALAR, DOUBLE_TRUNC_SIGNED, DOUBLE_TRUNC_UNSIGNED,             \
> -  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,      \
> +  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_BFLOAT_SCALAR,                    \
> +  DOUBLE_TRUNC_BFLOAT, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,               \
>    EEW8_INTERPRET, EEW16_INTERPRET, EEW32_INTERPRET, EEW64_INTERPRET,           \
>    BOOL1_INTERPRET, BOOL2_INTERPRET, BOOL4_INTERPRET, BOOL8_INTERPRET,          \
>    BOOL16_INTERPRET, BOOL32_INTERPRET, BOOL64_INTERPRET,                        \
> @@ -2845,6 +2846,8 @@ static CONSTEXPR const function_type_info function_types[] = {
>      VECTOR_TYPE_##DOUBLE_TRUNC_SIGNED,                                         \
>      VECTOR_TYPE_##DOUBLE_TRUNC_UNSIGNED,                                       \
>      VECTOR_TYPE_##DOUBLE_TRUNC_UNSIGNED_SCALAR,                                \
> +    VECTOR_TYPE_##DOUBLE_TRUNC_BFLOAT_SCALAR,                                  \
> +    VECTOR_TYPE_##DOUBLE_TRUNC_BFLOAT,                                         \
>      VECTOR_TYPE_##DOUBLE_TRUNC_FLOAT,                                          \
>      VECTOR_TYPE_##FLOAT,                                                       \
>      VECTOR_TYPE_##LMUL1,                                                       \
> @@ -3284,6 +3287,8 @@ check_required_extensions (const function_instance &instance)
>
>    uint64_t riscv_isa_flags = 0;
>
> +  if (TARGET_VECTOR_ELEN_BF_16)
> +    riscv_isa_flags |= RVV_REQUIRE_ELEN_BF_16;
>    if (TARGET_VECTOR_ELEN_FP_16)
>      riscv_isa_flags |= RVV_REQUIRE_ELEN_FP_16;
>    if (TARGET_VECTOR_ELEN_FP_32)
> diff --git a/gcc/config/riscv/riscv-vector-builtins.def b/gcc/config/riscv/riscv-vector-builtins.def
> index 784b54c81a4..97f329d11eb 100644
> --- a/gcc/config/riscv/riscv-vector-builtins.def
> +++ b/gcc/config/riscv/riscv-vector-builtins.def
> @@ -72,7 +72,8 @@ along with GCC; see the file COPYING3.  If not see
>    VECTOR, MASK, SIGNED, UNSIGNED, EEW8_INDEX, EEW16_INDEX, EEW32_INDEX,        \
>    EEW64_INDEX, SHIFT, DOUBLE_TRUNC, QUAD_TRUNC, OCT_TRUNC,                     \
>    DOUBLE_TRUNC_SCALAR, DOUBLE_TRUNC_SIGNED, DOUBLE_TRUNC_UNSIGNED,             \
> -  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,      \
> +  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_BFLOAT_SCALAR,                    \
> +  DOUBLE_TRUNC_BFLOAT, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,               \
>    EEW8_INTERPRET, EEW16_INTERPRET, EEW32_INTERPRET, EEW64_INTERPRET,           \
>    BOOL1_INTERPRET, BOOL2_INTERPRET, BOOL4_INTERPRET, BOOL8_INTERPRET,          \
>    BOOL16_INTERPRET, BOOL32_INTERPRET, BOOL64_INTERPRET,                        \
> @@ -436,6 +437,56 @@ DEF_RVV_TYPE (vint64m8_t, 15, __rvv_int64m8_t, int64, RVVM8DI, _i64m8, _i64,
>  DEF_RVV_TYPE (vuint64m8_t, 16, __rvv_uint64m8_t, uint64, RVVM8DI, _u64m8, _u64,
>               _e64m8)
>
> +/* Enabled if TARGET_VECTOR_ELEN_BF_16 && (TARGET_ZVFBFMIN or TARGET_ZVFBFWMA).  */
> +/* LMUL = 1/4. */
> +DEF_RVV_TYPE (vbfloat16mf4_t, 19, __rvv_bfloat16mf4_t, bfloat16, RVVMF4BF, _bf16mf4,
> +             _bf16, _e16mf4)
> +/* Define tuple types for SEW = 16, LMUL = MF4.  */
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x2_t, 21, __rvv_bfloat16mf4x2_t, vbfloat16mf4_t, bfloat16, 2, _bf16mf4x2)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x3_t, 21, __rvv_bfloat16mf4x3_t, vbfloat16mf4_t, bfloat16, 3, _bf16mf4x3)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x4_t, 21, __rvv_bfloat16mf4x4_t, vbfloat16mf4_t, bfloat16, 4, _bf16mf4x4)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x5_t, 21, __rvv_bfloat16mf4x5_t, vbfloat16mf4_t, bfloat16, 5, _bf16mf4x5)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x6_t, 21, __rvv_bfloat16mf4x6_t, vbfloat16mf4_t, bfloat16, 6, _bf16mf4x6)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x7_t, 21, __rvv_bfloat16mf4x7_t, vbfloat16mf4_t, bfloat16, 7, _bf16mf4x7)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x8_t, 21, __rvv_bfloat16mf4x8_t, vbfloat16mf4_t, bfloat16, 8, _bf16mf4x8)
> +/* LMUL = 1/2. */
> +DEF_RVV_TYPE (vbfloat16mf2_t, 19, __rvv_bfloat16mf2_t, bfloat16, RVVMF2BF, _bf16mf2,
> +             _bf16, _e16mf2)
> +/* Define tuple types for SEW = 16, LMUL = MF2.  */
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x2_t, 21, __rvv_bfloat16mf2x2_t, vbfloat16mf2_t, bfloat16, 2, _bf16mf2x2)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x3_t, 21, __rvv_bfloat16mf2x3_t, vbfloat16mf2_t, bfloat16, 3, _bf16mf2x3)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x4_t, 21, __rvv_bfloat16mf2x4_t, vbfloat16mf2_t, bfloat16, 4, _bf16mf2x4)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x5_t, 21, __rvv_bfloat16mf2x5_t, vbfloat16mf2_t, bfloat16, 5, _bf16mf2x5)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x6_t, 21, __rvv_bfloat16mf2x6_t, vbfloat16mf2_t, bfloat16, 6, _bf16mf2x6)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x7_t, 21, __rvv_bfloat16mf2x7_t, vbfloat16mf2_t, bfloat16, 7, _bf16mf2x7)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x8_t, 21, __rvv_bfloat16mf2x8_t, vbfloat16mf2_t, bfloat16, 8, _bf16mf2x8)
> +/* LMUL = 1.  */
> +DEF_RVV_TYPE (vbfloat16m1_t, 18, __rvv_bfloat16m1_t, bfloat16, RVVM1BF, _bf16m1,
> +             _bf16, _e16m1)
> +/* Define tuple types for SEW = 16, LMUL = M1.  */
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x2_t, 20, __rvv_bfloat16m1x2_t, vbfloat16m1_t, bfloat16, 2, _bf16m1x2)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x3_t, 20, __rvv_bfloat16m1x3_t, vbfloat16m1_t, bfloat16, 3, _bf16m1x3)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x4_t, 20, __rvv_bfloat16m1x4_t, vbfloat16m1_t, bfloat16, 4, _bf16m1x4)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x5_t, 20, __rvv_bfloat16m1x5_t, vbfloat16m1_t, bfloat16, 5, _bf16m1x5)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x6_t, 20, __rvv_bfloat16m1x6_t, vbfloat16m1_t, bfloat16, 6, _bf16m1x6)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x7_t, 20, __rvv_bfloat16m1x7_t, vbfloat16m1_t, bfloat16, 7, _bf16m1x7)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x8_t, 20, __rvv_bfloat16m1x8_t, vbfloat16m1_t, bfloat16, 8, _bf16m1x8)
> +/* LMUL = 2.  */
> +DEF_RVV_TYPE (vbfloat16m2_t, 18, __rvv_bfloat16m2_t, bfloat16, RVVM2BF, _bf16m2,
> +             _bf16, _e16m2)
> +/* Define tuple types for SEW = 16, LMUL = M2.  */
> +DEF_RVV_TUPLE_TYPE (vbfloat16m2x2_t, 20, __rvv_bfloat16m2x2_t, vbfloat16m2_t, bfloat16, 2, _bf16m2x2)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m2x3_t, 20, __rvv_bfloat16m2x3_t, vbfloat16m2_t, bfloat16, 3, _bf16m2x3)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m2x4_t, 20, __rvv_bfloat16m2x4_t, vbfloat16m2_t, bfloat16, 4, _bf16m2x4)
> +/* LMUL = 4.  */
> +DEF_RVV_TYPE (vbfloat16m4_t, 18, __rvv_bfloat16m4_t, bfloat16, RVVM4BF, _bf16m4,
> +             _bf16, _e16m4)
> +/* Define tuple types for SEW = 16, LMUL = M4.  */
> +DEF_RVV_TUPLE_TYPE (vbfloat16m4x2_t, 20, __rvv_bfloat16m4x2_t, vbfloat16m4_t, bfloat16, 2, _bf16m4x2)
> +/* LMUL = 8.  */
> +DEF_RVV_TYPE (vbfloat16m8_t, 18, __rvv_bfloat16m8_t, bfloat16, RVVM8BF, _bf16m8,
> +             _bf16, _e16m8)
> +
>  /* Enabled if TARGET_VECTOR_ELEN_FP_16 && (TARGET_ZVFH or TARGET_ZVFHMIN).  */
>  /* LMUL = 1/4.  */
>  DEF_RVV_TYPE (vfloat16mf4_t, 18, __rvv_float16mf4_t, float16, RVVMF4HF, _f16mf4,
> @@ -630,6 +681,8 @@ DEF_RVV_BASE_TYPE (double_trunc_scalar, get_scalar_type (type_idx))
>  DEF_RVV_BASE_TYPE (double_trunc_signed_vector, get_vector_type (type_idx))
>  DEF_RVV_BASE_TYPE (double_trunc_unsigned_vector, get_vector_type (type_idx))
>  DEF_RVV_BASE_TYPE (double_trunc_unsigned_scalar, get_scalar_type (type_idx))
> +DEF_RVV_BASE_TYPE (double_trunc_bfloat_scalar, get_scalar_type (type_idx))
> +DEF_RVV_BASE_TYPE (double_trunc_bfloat_vector, get_vector_type (type_idx))
>  DEF_RVV_BASE_TYPE (double_trunc_float_vector, get_vector_type (type_idx))
>  DEF_RVV_BASE_TYPE (float_vector, get_vector_type (type_idx))
>  DEF_RVV_BASE_TYPE (lmul1_vector, get_vector_type (type_idx))
> diff --git a/gcc/config/riscv/riscv-vector-builtins.h b/gcc/config/riscv/riscv-vector-builtins.h
> index 05d18ae1322..56dbe2cf0e2 100644
> --- a/gcc/config/riscv/riscv-vector-builtins.h
> +++ b/gcc/config/riscv/riscv-vector-builtins.h
> @@ -109,6 +109,7 @@ static const unsigned int CP_WRITE_CSR = 1U << 5;
>  #define RVV_REQUIRE_FULL_V (1 << 4) /* Require Full 'V' extension.  */
>  #define RVV_REQUIRE_MIN_VLEN_64 (1 << 5)       /* Require TARGET_MIN_VLEN >= 64.  */
>  #define RVV_REQUIRE_ELEN_FP_16 (1 << 6) /* Require FP ELEN >= 32.  */
> +#define RVV_REQUIRE_ELEN_BF_16 (1 << 7) /* Require BF16.  */
>
>  /* Enumerates the required extensions.  */
>  enum required_ext
> diff --git a/gcc/config/riscv/riscv-vector-switch.def b/gcc/config/riscv/riscv-vector-switch.def
> index 452283b7416..de72e415fe8 100644
> --- a/gcc/config/riscv/riscv-vector-switch.def
> +++ b/gcc/config/riscv/riscv-vector-switch.def
> @@ -43,6 +43,7 @@ Encode SEW and LMUL into data types.
>     |DF   |RVVM1DF|RVVM2DF|RVVM4DF|RVVM8DF|N/A     |N/A     |N/A     |
>     |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|RVVMF2SF|N/A     |N/A     |
>     |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|RVVMF4HF|N/A     |
> +   |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|RVVMF4BF|N/A     |
>
>  There are the following data types for ELEN = 32.
>
> @@ -52,6 +53,7 @@ There are the following data types for ELEN = 32.
>    |QI   |RVVM1QI|RVVM2QI|RVVM4QI|RVVM8QI|RVVMF2QI|RVVMF4QI|N/A     |
>    |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|N/A     |N/A     |N/A     |
>    |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|N/A     |N/A     |
> +  |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|N/A     |N/A     |
>
>  Encode the ratio of SEW/LMUL into the mask types.
>     There are the following mask types.
> @@ -93,6 +95,14 @@ ENTRY (RVVM1HI, true, LMUL_1, 16)
>  ENTRY (RVVMF2HI, !TARGET_XTHEADVECTOR, LMUL_F2, 32)
>  ENTRY (RVVMF4HI, TARGET_MIN_VLEN > 32 && !TARGET_XTHEADVECTOR, LMUL_F4, 64)
>
> +/* Disable modes if TARGET_MIN_VLEN == 32 or !TARGET_VECTOR_ELEN_BF_16.  */
> +ENTRY (RVVM8BF, TARGET_VECTOR_ELEN_BF_16, LMUL_8, 2)
> +ENTRY (RVVM4BF, TARGET_VECTOR_ELEN_BF_16, LMUL_4, 4)
> +ENTRY (RVVM2BF, TARGET_VECTOR_ELEN_BF_16, LMUL_2, 8)
> +ENTRY (RVVM1BF, TARGET_VECTOR_ELEN_BF_16, LMUL_1, 16)
> +ENTRY (RVVMF2BF, TARGET_VECTOR_ELEN_BF_16, LMUL_F2, 32)
> +ENTRY (RVVMF4BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, LMUL_F4, 64)
> +
>  /* Disable modes if TARGET_MIN_VLEN == 32 or !TARGET_VECTOR_ELEN_FP_16.  */
>  ENTRY (RVVM8HF, TARGET_VECTOR_ELEN_FP_16, LMUL_8, 2)
>  ENTRY (RVVM4HF, TARGET_VECTOR_ELEN_FP_16, LMUL_4, 4)
> @@ -198,6 +208,32 @@ TUPLE_ENTRY (RVVM1x2HI, true, RVVM1HI, 2, LMUL_1, 16)
>  TUPLE_ENTRY (RVVMF2x2HI, !TARGET_XTHEADVECTOR, RVVMF2HI, 2, LMUL_F2, 32)
>  TUPLE_ENTRY (RVVMF4x2HI, TARGET_MIN_VLEN > 32 && !TARGET_XTHEADVECTOR, RVVMF4HI, 2, LMUL_F4, 64)
>
> +TUPLE_ENTRY (RVVM1x8BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 8, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x8BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 8, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x8BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 8, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM1x7BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 7, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x7BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 7, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x7BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 7, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM1x6BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 6, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x6BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 6, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x6BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 6, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM1x5BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 5, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x5BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 5, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x5BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 5, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM2x4BF, TARGET_VECTOR_ELEN_BF_16, RVVM2BF, 4, LMUL_2, 8)
> +TUPLE_ENTRY (RVVM1x4BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 4, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x4BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 4, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x4BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 4, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM2x3BF, TARGET_VECTOR_ELEN_BF_16, RVVM2BF, 3, LMUL_2, 8)
> +TUPLE_ENTRY (RVVM1x3BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 3, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x3BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 3, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x3BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 3, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM4x2BF, TARGET_VECTOR_ELEN_BF_16, RVVM4BF, 2, LMUL_4, 4)
> +TUPLE_ENTRY (RVVM2x2BF, TARGET_VECTOR_ELEN_BF_16, RVVM2BF, 2, LMUL_2, 8)
> +TUPLE_ENTRY (RVVM1x2BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 2, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x2BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 2, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x2BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 2, LMUL_F4, 64)
> +
>  TUPLE_ENTRY (RVVM1x8HF, TARGET_VECTOR_ELEN_FP_16, RVVM1HF, 8, LMUL_1, 16)
>  TUPLE_ENTRY (RVVMF2x8HF, TARGET_VECTOR_ELEN_FP_16 && !TARGET_XTHEADVECTOR, RVVMF2HF, 8, LMUL_F2, 32)
>  TUPLE_ENTRY (RVVMF4x8HF, TARGET_VECTOR_ELEN_FP_16 && TARGET_MIN_VLEN > 32 && !TARGET_XTHEADVECTOR, RVVMF4HF, 8, LMUL_F4, 64)
> --
> 2.17.1
>
钟居哲 July 11, 2024, 10:01 a.m. UTC | #2
Yes. LGTM from myside too. you can commit it as long as you pass the CI



juzhe.zhong@rivai.ai
 
From: Kito Cheng
Date: 2024-07-11 15:26
To: Feng Wang
CC: gcc-patches; juzhe.zhong; jinma.contrib
Subject: Re: [PATCH 1/3 v3] RISC-V: Add vector type of BFloat16 format
OK for this patch set, I know you already got LGTM from JuZhe or me
before, so just an explicitly ack to let you know it's still OK once
CI is passed.
 
On Thu, Jul 11, 2024 at 3:11 PM Feng Wang <wangfeng@eswincomputing.com> wrote:
>
> v3: Rebase
> v2: Rebase
> The vector type of BFloat16 format is added in this patch,
> subsequent extensions to zvfbfmin and zvfwma need to be based
> on this patch.
>
> Signed-off-by: Feng Wang <wangfeng@eswincomputing.com>
> gcc/ChangeLog:
>
>         * config/riscv/genrvv-type-indexer.cc (bfloat16_type):
>             Generate bf16 vector_type and scalar_type in DEF_RVV_TYPE_INDEX.
>         (bfloat16_wide_type): Ditto.
>         (same_ratio_eew_bf16_type): Ditto.
>         (main): Ditto.
>         * config/riscv/riscv-modes.def (ADJUST_BYTESIZE):
>         (RVV_WHOLE_MODES): Add vector type for BFloat16.
>         (RVV_FRACT_MODE): Ditto.
>         (RVV_NF4_MODES): Ditto.
>         (RVV_NF8_MODES): Ditto.
>         (RVV_NF2_MODES): Ditto.
>         * config/riscv/riscv-vector-builtins-types.def (vbfloat16mf4_t):
>         (vbfloat16mf2_t): Add builtin vector type for BFloat16.
>         (vbfloat16m1_t): Ditto.
>         (vbfloat16m2_t): Ditto.
>         (vbfloat16m4_t): Ditto.
>         (vbfloat16m8_t): Ditto.
>         (vbfloat16mf4x2_t): Ditto.
>         (vbfloat16mf4x3_t): Ditto.
>         (vbfloat16mf4x4_t): Ditto.
>         (vbfloat16mf4x5_t): Ditto.
>         (vbfloat16mf4x6_t): Ditto.
>         (vbfloat16mf4x7_t): Ditto.
>         (vbfloat16mf4x8_t): Ditto.
>         (vbfloat16mf2x2_t): Ditto.
>         (vbfloat16mf2x3_t): Ditto.
>         (vbfloat16mf2x4_t): Ditto.
>         (vbfloat16mf2x5_t): Ditto.
>         (vbfloat16mf2x6_t): Ditto.
>         (vbfloat16mf2x7_t): Ditto.
>         (vbfloat16mf2x8_t): Ditto.
>         (vbfloat16m1x2_t): Ditto.
>         (vbfloat16m1x3_t): Ditto.
>         (vbfloat16m1x4_t): Ditto.
>         (vbfloat16m1x5_t): Ditto.
>         (vbfloat16m1x6_t): Ditto.
>         (vbfloat16m1x7_t): Ditto.
>         (vbfloat16m1x8_t): Ditto.
>         (vbfloat16m2x2_t): Ditto.
>         (vbfloat16m2x3_t): Ditto.
>         (vbfloat16m2x4_t): Ditto.
>         (vbfloat16m4x2_t): Ditto.
>         * config/riscv/riscv-vector-builtins.cc (check_required_extensions):
>             Add required_ext checking for BFloat16.
>         * config/riscv/riscv-vector-builtins.def (vbfloat16mf4_t):
>             Add vector_type for BFloat16 in builtins.def.
>         (vbfloat16mf4x2_t): Ditto.
>         (vbfloat16mf4x3_t): Ditto.
>         (vbfloat16mf4x4_t): Ditto.
>         (vbfloat16mf4x5_t): Ditto.
>         (vbfloat16mf4x6_t): Ditto.
>         (vbfloat16mf4x7_t): Ditto.
>         (vbfloat16mf4x8_t): Ditto.
>         (vbfloat16mf2_t): Ditto.
>         (vbfloat16mf2x2_t): Ditto.
>         (vbfloat16mf2x3_t): Ditto.
>         (vbfloat16mf2x4_t): Ditto.
>         (vbfloat16mf2x5_t): Ditto.
>         (vbfloat16mf2x6_t): Ditto.
>         (vbfloat16mf2x7_t): Ditto.
>         (vbfloat16mf2x8_t): Ditto.
>         (vbfloat16m1_t): Ditto.
>         (vbfloat16m1x2_t): Ditto.
>         (vbfloat16m1x3_t): Ditto.
>         (vbfloat16m1x4_t): Ditto.
>         (vbfloat16m1x5_t): Ditto.
>         (vbfloat16m1x6_t): Ditto.
>         (vbfloat16m1x7_t): Ditto.
>         (vbfloat16m1x8_t): Ditto.
>         (vbfloat16m2_t): Ditto.
>         (vbfloat16m2x2_t): Ditto.
>         (vbfloat16m2x3_t): Ditto.
>         (vbfloat16m2x4_t): Ditto.
>         (vbfloat16m4_t): Ditto.
>         (vbfloat16m4x2_t): Ditto.
>         (vbfloat16m8_t): Ditto.
>         (double_trunc_bfloat_scalar): Add scalar_type def for BFloat16.
>         (double_trunc_bfloat_vector): Add vector_type def for BFloat16.
>         * config/riscv/riscv-vector-builtins.h (RVV_REQUIRE_ELEN_BF_16):
>             Add required defination of BFloat16 ext.
>         * config/riscv/riscv-vector-switch.def (ENTRY):
>             Add vector_type information for BFloat16.
>         (TUPLE_ENTRY): Add tuple vector_type information for BFloat16.
>
> ---
>  gcc/config/riscv/genrvv-type-indexer.cc       | 115 ++++++++++++++++++
>  gcc/config/riscv/riscv-modes.def              |  30 ++++-
>  .../riscv/riscv-vector-builtins-types.def     |  50 ++++++++
>  gcc/config/riscv/riscv-vector-builtins.cc     |   7 +-
>  gcc/config/riscv/riscv-vector-builtins.def    |  55 ++++++++-
>  gcc/config/riscv/riscv-vector-builtins.h      |   1 +
>  gcc/config/riscv/riscv-vector-switch.def      |  36 ++++++
>  7 files changed, 291 insertions(+), 3 deletions(-)
>
> diff --git a/gcc/config/riscv/genrvv-type-indexer.cc b/gcc/config/riscv/genrvv-type-indexer.cc
> index 27cbd14982c..8626ddeaaa8 100644
> --- a/gcc/config/riscv/genrvv-type-indexer.cc
> +++ b/gcc/config/riscv/genrvv-type-indexer.cc
> @@ -117,6 +117,42 @@ inttype (unsigned sew, int lmul_log2, unsigned nf, bool unsigned_p)
>    return mode.str ();
>  }
>
> +std::string
> +bfloat16_type (int lmul_log2)
> +{
> +  if (!valid_type (16, lmul_log2, /*float_t*/ true))
> +    return "INVALID";
> +
> +  std::stringstream mode;
> +  mode << "vbfloat16" << to_lmul (lmul_log2) << "_t";
> +  return mode.str ();
> +}
> +
> +std::string
> +bfloat16_wide_type (int lmul_log2)
> +{
> +  if (!valid_type (32, lmul_log2, /*float_t*/ true))
> +    return "INVALID";
> +
> +  std::stringstream mode;
> +  mode << "vfloat32" << to_lmul (lmul_log2) << "_t";
> +  return mode.str ();
> +}
> +
> +std::string
> +bfloat16_type (int lmul_log2, unsigned nf)
> +{
> +  if (!valid_type (16, lmul_log2, nf, /*float_t*/ true))
> +    return "INVALID";
> +
> +  std::stringstream mode;
> +  mode << "vbfloat16" << to_lmul (lmul_log2);
> +  if (nf > 1)
> +    mode << "x" << nf;
> +  mode << "_t";
> +  return mode.str ();
> +}
> +
>  std::string
>  floattype (unsigned sew, int lmul_log2)
>  {
> @@ -182,6 +218,15 @@ same_ratio_eew_type (unsigned sew, int lmul_log2, unsigned eew, bool unsigned_p,
>      return inttype (eew, elmul_log2, unsigned_p);
>  }
>
> +std::string
> +same_ratio_eew_bf16_type (unsigned sew, int lmul_log2)
> +{
> +  if (sew != 32)
> +    return "INVALID";
> +  int elmul_log2 = lmul_log2 - 1;
> +  return bfloat16_type (elmul_log2);
> +}
> +
>  int
>  main (int argc, const char **argv)
>  {
> @@ -215,6 +260,8 @@ main (int argc, const char **argv)
>        fprintf (fp, "  /*DOUBLE_TRUNC_SIGNED*/ INVALID,\n");
>        fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED*/ INVALID,\n");
>        fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED_SCALAR*/ INVALID,\n");
> +      fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ INVALID,\n");
> +      fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ INVALID,\n");
>        fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ INVALID,\n");
>        fprintf (fp, "  /*FLOAT*/ INVALID,\n");
>        fprintf (fp, "  /*LMUL1*/ INVALID,\n");
> @@ -294,6 +341,8 @@ main (int argc, const char **argv)
>                        same_ratio_eew_type (sew, lmul_log2, sew / 2, true,
>                                             false)
>                          .c_str ());
> +           fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ INVALID,\n");
> +           fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ INVALID,\n");
>             fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ %s,\n",
>                      same_ratio_eew_type (sew, lmul_log2, sew / 2, false, true)
>                        .c_str ());
> @@ -341,6 +390,68 @@ main (int argc, const char **argv)
>                      inttype (sew, lmul_log2, 1, unsigned_p).c_str ());
>             fprintf (fp, ")\n");
>           }
> +  // Build for vbfloat16
> +  for (int lmul_log2 : {-2, -1, 0, 1, 2, 3})
> +    for (unsigned nf : {1, 2, 3, 4, 5, 6, 7, 8})
> +      {
> +       if (!valid_type (16, lmul_log2, nf, /*float_t*/ true))
> +         continue;
> +
> +       fprintf (fp, "DEF_RVV_TYPE_INDEX (\n");
> +       fprintf (fp, "  /*VECTOR*/ %s,\n",
> +                bfloat16_type (lmul_log2, nf).c_str ());
> +       fprintf (fp, "  /*MASK*/ %s,\n", maskmode (16, lmul_log2).c_str ());
> +       fprintf (fp, "  /*SIGNED*/ %s,\n",
> +                inttype (16, lmul_log2, /*unsigned_p*/ false).c_str ());
> +       fprintf (fp, "  /*UNSIGNED*/ %s,\n",
> +                inttype (16, lmul_log2, /*unsigned_p*/ true).c_str ());
> +       for (unsigned eew : {8, 16, 32, 64})
> +         fprintf (
> +           fp, "  /*EEW%d_INDEX*/ %s,\n", eew,
> +           same_ratio_eew_type (16, lmul_log2, eew, true, false).c_str ());
> +       fprintf (fp, "  /*SHIFT*/ INVALID,\n");
> +       fprintf (fp, "  /*DOUBLE_TRUNC*/ %s,\n",
> +                same_ratio_eew_type (16, lmul_log2, 8, false, true).c_str ());
> +       fprintf (fp, "  /*QUAD_TRUNC*/ INVALID,\n");
> +       fprintf (fp, "  /*OCT_TRUNC*/ INVALID,\n");
> +       fprintf (fp, "  /*DOUBLE_TRUNC_SCALAR*/ %s,\n",
> +                same_ratio_eew_type (16, lmul_log2, 8, false, true).c_str ());
> +       fprintf (fp, "  /*DOUBLE_TRUNC_SIGNED*/ %s,\n",
> +                same_ratio_eew_type (16, lmul_log2, 8, false, false).c_str ());
> +       fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED*/ %s,\n",
> +                same_ratio_eew_type (16, lmul_log2, 8, true, false).c_str ());
> +       fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED_SCALAR*/ INVALID,\n");
> +       fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ INVALID,\n");
> +       fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ INVALID,\n");
> +       fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ %s,\n",
> +                same_ratio_eew_type (16, lmul_log2, 8, false, true).c_str ());
> +       fprintf (fp, "  /*FLOAT*/ INVALID,\n");
> +       fprintf (fp, "  /*LMUL1*/ %s,\n",
> +                bfloat16_type (/*lmul_log2*/ 0).c_str ());
> +       fprintf (fp, "  /*WLMUL1*/ %s,\n",
> +                bfloat16_wide_type (/*lmul_log2*/ 0).c_str ());
> +       for (unsigned eew : {8, 16, 32, 64})
> +         fprintf (fp, "  /*EEW%d_INTERPRET*/ INVALID,\n", eew);
> +
> +       for (unsigned boolsize : BOOL_SIZE_LIST)
> +         fprintf (fp, "  /*BOOL%d_INTERPRET*/ INVALID,\n", boolsize);
> +
> +       for (unsigned eew : EEW_SIZE_LIST)
> +         fprintf (fp, "  /*SIGNED_EEW%d_LMUL1_INTERPRET*/ INVALID,\n", eew);
> +
> +       for (unsigned eew : EEW_SIZE_LIST)
> +         fprintf (fp, "  /*UNSIGNED_EEW%d_LMUL1_INTERPRET*/ INVALID,\n", eew);
> +
> +       for (unsigned lmul_log2_offset : {1, 2, 3, 4, 5, 6})
> +         {
> +           unsigned multiple_of_lmul = 1 << lmul_log2_offset;
> +           fprintf (fp, "  /*X%d_VLMUL_EXT*/ %s,\n", multiple_of_lmul,
> +                    bfloat16_type (lmul_log2 + lmul_log2_offset).c_str ());
> +         }
> +       fprintf (fp, "  /*TUPLE_SUBPART*/ %s\n",
> +                bfloat16_type (lmul_log2, 1U).c_str ());
> +       fprintf (fp, ")\n");
> +      }
>    // Build for vfloat
>    for (unsigned sew : {16, 32, 64})
>      for (int lmul_log2 : {-3, -2, -1, 0, 1, 2, 3})
> @@ -378,6 +489,10 @@ main (int argc, const char **argv)
>                    same_ratio_eew_type (sew, lmul_log2, sew / 2, true, false)
>                      .c_str ());
>           fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED_SCALAR*/ INVALID,\n");
> +         fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ %s,\n",
> +                  same_ratio_eew_bf16_type (sew, lmul_log2).c_str ());
> +         fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ %s,\n",
> +                  same_ratio_eew_bf16_type (sew, lmul_log2).c_str ());
>           fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ %s,\n",
>                    same_ratio_eew_type (sew, lmul_log2, sew / 2, false, true)
>                      .c_str ());
> diff --git a/gcc/config/riscv/riscv-modes.def b/gcc/config/riscv/riscv-modes.def
> index 6de4e440298..b0a78f72754 100644
> --- a/gcc/config/riscv/riscv-modes.def
> +++ b/gcc/config/riscv/riscv-modes.def
> @@ -93,6 +93,7 @@ ADJUST_BYTESIZE (RVVMF64BI, riscv_v_adjust_bytesize (RVVMF64BImode, 1));
>     |DF   |RVVM1DF|RVVM2DF|RVVM4DF|RVVM8DF|N/A     |N/A     |N/A     |
>     |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|RVVMF2SF|N/A     |N/A     |
>     |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|RVVMF4HF|N/A     |
> +   |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|RVVMF4BF|N/A     |
>
>  There are the following data types for ELEN = 32.
>
> @@ -101,11 +102,13 @@ There are the following data types for ELEN = 32.
>     |HI   |RVVM1HI|RVVM2HI|RVVM4HI|RVVM8HI|RVVMF2HI|N/A     |N/A     |
>     |QI   |RVVM1QI|RVVM2QI|RVVM4QI|RVVM8QI|RVVMF2QI|RVVMF4QI|N/A     |
>     |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|N/A     |N/A     |N/A     |
> -   |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|N/A     |N/A     |  */
> +   |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|N/A     |N/A     |
> +   |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|N/A     |N/A     |  */
>
>  #define RVV_WHOLE_MODES(LMUL)                                                  \
>    VECTOR_MODE_WITH_PREFIX (RVVM, INT, QI, LMUL, 0);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM, INT, HI, LMUL, 0);                            \
> +  VECTOR_MODE_WITH_PREFIX (RVVM, FLOAT, BF, LMUL, 0);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM, FLOAT, HF, LMUL, 0);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM, INT, SI, LMUL, 0);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM, FLOAT, SF, LMUL, 0);                          \
> @@ -120,6 +123,8 @@ There are the following data types for ELEN = 32.
>                  riscv_v_adjust_nunits (RVVM##LMUL##SImode, false, LMUL, 1));  \
>    ADJUST_NUNITS (RVVM##LMUL##DI,                                               \
>                  riscv_v_adjust_nunits (RVVM##LMUL##DImode, false, LMUL, 1));  \
> +  ADJUST_NUNITS (RVVM##LMUL##BF,                                               \
> +                riscv_v_adjust_nunits (RVVM##LMUL##BFmode, false, LMUL, 1));  \
>    ADJUST_NUNITS (RVVM##LMUL##HF,                                               \
>                  riscv_v_adjust_nunits (RVVM##LMUL##HFmode, false, LMUL, 1));  \
>    ADJUST_NUNITS (RVVM##LMUL##SF,                                               \
> @@ -131,6 +136,7 @@ There are the following data types for ELEN = 32.
>    ADJUST_ALIGNMENT (RVVM##LMUL##HI, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM##LMUL##SI, 4);                                        \
>    ADJUST_ALIGNMENT (RVVM##LMUL##DI, 8);                                        \
> +  ADJUST_ALIGNMENT (RVVM##LMUL##BF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM##LMUL##HF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM##LMUL##SF, 4);                                        \
>    ADJUST_ALIGNMENT (RVVM##LMUL##DF, 8);
> @@ -153,6 +159,8 @@ RVV_FRACT_MODE (INT, QI, 4, 1)
>  RVV_FRACT_MODE (INT, QI, 8, 1)
>  RVV_FRACT_MODE (INT, HI, 2, 2)
>  RVV_FRACT_MODE (INT, HI, 4, 2)
> +RVV_FRACT_MODE (FLOAT, BF, 2, 2)
> +RVV_FRACT_MODE (FLOAT, BF, 4, 2)
>  RVV_FRACT_MODE (FLOAT, HF, 2, 2)
>  RVV_FRACT_MODE (FLOAT, HF, 4, 2)
>  RVV_FRACT_MODE (INT, SI, 2, 4)
> @@ -174,6 +182,9 @@ RVV_FRACT_MODE (FLOAT, SF, 2, 4)
>    VECTOR_MODE_WITH_PREFIX (RVVMF4x, INT, HI, NF, 1);                           \
>    VECTOR_MODE_WITH_PREFIX (RVVMF2x, INT, HI, NF, 1);                           \
>    VECTOR_MODE_WITH_PREFIX (RVVM1x, INT, HI, NF, 1);                            \
> +  VECTOR_MODE_WITH_PREFIX (RVVMF4x, FLOAT, BF, NF, 1);                         \
> +  VECTOR_MODE_WITH_PREFIX (RVVMF2x, FLOAT, BF, NF, 1);                         \
> +  VECTOR_MODE_WITH_PREFIX (RVVM1x, FLOAT, BF, NF, 1);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVMF4x, FLOAT, HF, NF, 1);                         \
>    VECTOR_MODE_WITH_PREFIX (RVVMF2x, FLOAT, HF, NF, 1);                         \
>    VECTOR_MODE_WITH_PREFIX (RVVM1x, FLOAT, HF, NF, 1);                          \
> @@ -198,6 +209,12 @@ RVV_FRACT_MODE (FLOAT, SF, 2, 4)
>                  riscv_v_adjust_nunits (RVVMF2x##NF##HImode, true, 2, NF));    \
>    ADJUST_NUNITS (RVVM1x##NF##HI,                                               \
>                  riscv_v_adjust_nunits (RVVM1x##NF##HImode, false, 1, NF));    \
> +  ADJUST_NUNITS (RVVMF4x##NF##BF,                                              \
> +                riscv_v_adjust_nunits (RVVMF4x##NF##BFmode, true, 4, NF));    \
> +  ADJUST_NUNITS (RVVMF2x##NF##BF,                                              \
> +                riscv_v_adjust_nunits (RVVMF2x##NF##BFmode, true, 2, NF));    \
> +  ADJUST_NUNITS (RVVM1x##NF##BF,                                               \
> +                riscv_v_adjust_nunits (RVVM1x##NF##BFmode, false, 1, NF));    \
>    ADJUST_NUNITS (RVVMF4x##NF##HF,                                              \
>                  riscv_v_adjust_nunits (RVVMF4x##NF##HFmode, true, 4, NF));    \
>    ADJUST_NUNITS (RVVMF2x##NF##HF,                                              \
> @@ -224,6 +241,9 @@ RVV_FRACT_MODE (FLOAT, SF, 2, 4)
>    ADJUST_ALIGNMENT (RVVMF4x##NF##HI, 2);                                       \
>    ADJUST_ALIGNMENT (RVVMF2x##NF##HI, 2);                                       \
>    ADJUST_ALIGNMENT (RVVM1x##NF##HI, 2);                                        \
> +  ADJUST_ALIGNMENT (RVVMF4x##NF##BF, 2);                                       \
> +  ADJUST_ALIGNMENT (RVVMF2x##NF##BF, 2);                                       \
> +  ADJUST_ALIGNMENT (RVVM1x##NF##BF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVMF4x##NF##HF, 2);                                       \
>    ADJUST_ALIGNMENT (RVVMF2x##NF##HF, 2);                                       \
>    ADJUST_ALIGNMENT (RVVM1x##NF##HF, 2);                                        \
> @@ -245,6 +265,7 @@ RVV_NF8_MODES (2)
>  #define RVV_NF4_MODES(NF)                                                      \
>    VECTOR_MODE_WITH_PREFIX (RVVM2x, INT, QI, NF, 1);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM2x, INT, HI, NF, 1);                            \
> +  VECTOR_MODE_WITH_PREFIX (RVVM2x, FLOAT, BF, NF, 1);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM2x, FLOAT, HF, NF, 1);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM2x, INT, SI, NF, 1);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM2x, FLOAT, SF, NF, 1);                          \
> @@ -255,6 +276,8 @@ RVV_NF8_MODES (2)
>                  riscv_v_adjust_nunits (RVVM2x##NF##QImode, false, 2, NF));    \
>    ADJUST_NUNITS (RVVM2x##NF##HI,                                               \
>                  riscv_v_adjust_nunits (RVVM2x##NF##HImode, false, 2, NF));    \
> +  ADJUST_NUNITS (RVVM2x##NF##BF,                                               \
> +                riscv_v_adjust_nunits (RVVM2x##NF##BFmode, false, 2, NF));    \
>    ADJUST_NUNITS (RVVM2x##NF##HF,                                               \
>                  riscv_v_adjust_nunits (RVVM2x##NF##HFmode, false, 2, NF));    \
>    ADJUST_NUNITS (RVVM2x##NF##SI,                                               \
> @@ -268,6 +291,7 @@ RVV_NF8_MODES (2)
>                                                                                 \
>    ADJUST_ALIGNMENT (RVVM2x##NF##QI, 1);                                        \
>    ADJUST_ALIGNMENT (RVVM2x##NF##HI, 2);                                        \
> +  ADJUST_ALIGNMENT (RVVM2x##NF##BF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM2x##NF##HF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM2x##NF##SI, 4);                                        \
>    ADJUST_ALIGNMENT (RVVM2x##NF##SF, 4);                                        \
> @@ -281,6 +305,7 @@ RVV_NF4_MODES (4)
>  #define RVV_NF2_MODES(NF)                                                      \
>    VECTOR_MODE_WITH_PREFIX (RVVM4x, INT, QI, NF, 1);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM4x, INT, HI, NF, 1);                            \
> +  VECTOR_MODE_WITH_PREFIX (RVVM4x, FLOAT, BF, NF, 1);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM4x, FLOAT, HF, NF, 1);                          \
>    VECTOR_MODE_WITH_PREFIX (RVVM4x, INT, SI, NF, 1);                            \
>    VECTOR_MODE_WITH_PREFIX (RVVM4x, FLOAT, SF, NF, 1);                          \
> @@ -291,6 +316,8 @@ RVV_NF4_MODES (4)
>                  riscv_v_adjust_nunits (RVVM4x##NF##QImode, false, 4, NF));    \
>    ADJUST_NUNITS (RVVM4x##NF##HI,                                               \
>                  riscv_v_adjust_nunits (RVVM4x##NF##HImode, false, 4, NF));    \
> +  ADJUST_NUNITS (RVVM4x##NF##BF,                                               \
> +                riscv_v_adjust_nunits (RVVM4x##NF##BFmode, false, 4, NF));    \
>    ADJUST_NUNITS (RVVM4x##NF##HF,                                               \
>                  riscv_v_adjust_nunits (RVVM4x##NF##HFmode, false, 4, NF));    \
>    ADJUST_NUNITS (RVVM4x##NF##SI,                                               \
> @@ -304,6 +331,7 @@ RVV_NF4_MODES (4)
>                                                                                 \
>    ADJUST_ALIGNMENT (RVVM4x##NF##QI, 1);                                        \
>    ADJUST_ALIGNMENT (RVVM4x##NF##HI, 2);                                        \
> +  ADJUST_ALIGNMENT (RVVM4x##NF##BF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM4x##NF##HF, 2);                                        \
>    ADJUST_ALIGNMENT (RVVM4x##NF##SI, 4);                                        \
>    ADJUST_ALIGNMENT (RVVM4x##NF##SF, 4);                                        \
> diff --git a/gcc/config/riscv/riscv-vector-builtins-types.def b/gcc/config/riscv/riscv-vector-builtins-types.def
> index 61019a56844..e7fca4cca79 100644
> --- a/gcc/config/riscv/riscv-vector-builtins-types.def
> +++ b/gcc/config/riscv/riscv-vector-builtins-types.def
> @@ -397,6 +397,13 @@ DEF_RVV_U_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_U_OPS (vuint64m4_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_U_OPS (vuint64m8_t, RVV_REQUIRE_ELEN_64)
>
> +DEF_RVV_F_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_F_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_F_OPS (vbfloat16m1_t,  RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_F_OPS (vbfloat16m2_t,  RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_F_OPS (vbfloat16m4_t,  RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_F_OPS (vbfloat16m8_t,  RVV_REQUIRE_ELEN_BF_16)
> +
>  DEF_RVV_F_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_F_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_F_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
> @@ -999,6 +1006,11 @@ DEF_RVV_X2_VLMUL_EXT_OPS (vuint32m4_t, 0)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vuint64m4_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16m2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16m4_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_X2_VLMUL_EXT_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
> @@ -1040,6 +1052,10 @@ DEF_RVV_X4_VLMUL_EXT_OPS (vuint32m1_t, 0)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vuint32m2_t, 0)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16m2_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_X4_VLMUL_EXT_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
> @@ -1070,6 +1086,9 @@ DEF_RVV_X8_VLMUL_EXT_OPS (vuint16m1_t, 0)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vuint32mf2_t, RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vuint32m1_t, 0)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_X8_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X8_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_X8_VLMUL_EXT_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_X8_VLMUL_EXT_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
> @@ -1089,6 +1108,8 @@ DEF_RVV_X16_VLMUL_EXT_OPS (vuint8mf2_t, 0)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vuint16mf4_t, RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vuint16mf2_t, 0)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vuint32mf2_t, RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X16_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X16_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_X16_VLMUL_EXT_OPS (vfloat32mf2_t, RVV_REQUIRE_ELEN_FP_32 | RVV_REQUIRE_MIN_VLEN_64)
> @@ -1099,6 +1120,7 @@ DEF_RVV_X32_VLMUL_EXT_OPS (vint16mf4_t, RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X32_VLMUL_EXT_OPS (vuint8mf8_t, RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X32_VLMUL_EXT_OPS (vuint8mf4_t, 0)
>  DEF_RVV_X32_VLMUL_EXT_OPS (vuint16mf4_t, RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_X32_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_X32_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>
>  DEF_RVV_X64_VLMUL_EXT_OPS (vint8mf8_t, RVV_REQUIRE_MIN_VLEN_64)
> @@ -1112,6 +1134,7 @@ DEF_RVV_LMUL1_OPS (vuint8m1_t, 0)
>  DEF_RVV_LMUL1_OPS (vuint16m1_t, 0)
>  DEF_RVV_LMUL1_OPS (vuint32m1_t, 0)
>  DEF_RVV_LMUL1_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_LMUL1_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_LMUL1_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_LMUL1_OPS (vfloat32m1_t, RVV_REQUIRE_ELEN_FP_32)
>  DEF_RVV_LMUL1_OPS (vfloat64m1_t, RVV_REQUIRE_ELEN_FP_64)
> @@ -1124,6 +1147,7 @@ DEF_RVV_LMUL2_OPS (vuint8m2_t, 0)
>  DEF_RVV_LMUL2_OPS (vuint16m2_t, 0)
>  DEF_RVV_LMUL2_OPS (vuint32m2_t, 0)
>  DEF_RVV_LMUL2_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_LMUL2_OPS (vbfloat16m2_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_LMUL2_OPS (vfloat16m2_t, RVV_REQUIRE_ELEN_FP_16)
>  DEF_RVV_LMUL2_OPS (vfloat32m2_t, RVV_REQUIRE_ELEN_FP_32)
>  DEF_RVV_LMUL2_OPS (vfloat64m2_t, RVV_REQUIRE_ELEN_FP_64)
> @@ -1137,6 +1161,7 @@ DEF_RVV_LMUL4_OPS (vuint16m4_t, 0)
>  DEF_RVV_LMUL4_OPS (vuint32m4_t, 0)
>  DEF_RVV_LMUL4_OPS (vuint64m4_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_LMUL4_OPS (vfloat16m4_t, RVV_REQUIRE_ELEN_FP_16)
> +DEF_RVV_LMUL4_OPS (vbfloat16m4_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_LMUL4_OPS (vfloat32m4_t, RVV_REQUIRE_ELEN_FP_32)
>  DEF_RVV_LMUL4_OPS (vfloat64m4_t, RVV_REQUIRE_ELEN_FP_64)
>
> @@ -1312,6 +1337,31 @@ DEF_RVV_TUPLE_OPS (vint64m2x4_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_TUPLE_OPS (vuint64m2x4_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_TUPLE_OPS (vint64m4x2_t, RVV_REQUIRE_ELEN_64)
>  DEF_RVV_TUPLE_OPS (vuint64m4x2_t, RVV_REQUIRE_ELEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x2_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x3_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x5_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x6_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x7_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf4x8_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x3_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x4_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x5_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x6_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x7_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16mf2x8_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x3_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x4_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x5_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x6_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x7_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m1x8_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m2x2_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m2x3_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m2x4_t, RVV_REQUIRE_ELEN_BF_16)
> +DEF_RVV_TUPLE_OPS (vbfloat16m4x2_t, RVV_REQUIRE_ELEN_BF_16)
>  DEF_RVV_TUPLE_OPS (vfloat16mf4x2_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_TUPLE_OPS (vfloat16mf4x3_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
>  DEF_RVV_TUPLE_OPS (vfloat16mf4x4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
> diff --git a/gcc/config/riscv/riscv-vector-builtins.cc b/gcc/config/riscv/riscv-vector-builtins.cc
> index c08d87a2680..720436dfbc9 100644
> --- a/gcc/config/riscv/riscv-vector-builtins.cc
> +++ b/gcc/config/riscv/riscv-vector-builtins.cc
> @@ -2808,7 +2808,8 @@ static CONSTEXPR const function_type_info function_types[] = {
>    VECTOR, MASK, SIGNED, UNSIGNED, EEW8_INDEX, EEW16_INDEX, EEW32_INDEX,        \
>    EEW64_INDEX, SHIFT, DOUBLE_TRUNC, QUAD_TRUNC, OCT_TRUNC,                     \
>    DOUBLE_TRUNC_SCALAR, DOUBLE_TRUNC_SIGNED, DOUBLE_TRUNC_UNSIGNED,             \
> -  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,      \
> +  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_BFLOAT_SCALAR,                    \
> +  DOUBLE_TRUNC_BFLOAT, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,               \
>    EEW8_INTERPRET, EEW16_INTERPRET, EEW32_INTERPRET, EEW64_INTERPRET,           \
>    BOOL1_INTERPRET, BOOL2_INTERPRET, BOOL4_INTERPRET, BOOL8_INTERPRET,          \
>    BOOL16_INTERPRET, BOOL32_INTERPRET, BOOL64_INTERPRET,                        \
> @@ -2845,6 +2846,8 @@ static CONSTEXPR const function_type_info function_types[] = {
>      VECTOR_TYPE_##DOUBLE_TRUNC_SIGNED,                                         \
>      VECTOR_TYPE_##DOUBLE_TRUNC_UNSIGNED,                                       \
>      VECTOR_TYPE_##DOUBLE_TRUNC_UNSIGNED_SCALAR,                                \
> +    VECTOR_TYPE_##DOUBLE_TRUNC_BFLOAT_SCALAR,                                  \
> +    VECTOR_TYPE_##DOUBLE_TRUNC_BFLOAT,                                         \
>      VECTOR_TYPE_##DOUBLE_TRUNC_FLOAT,                                          \
>      VECTOR_TYPE_##FLOAT,                                                       \
>      VECTOR_TYPE_##LMUL1,                                                       \
> @@ -3284,6 +3287,8 @@ check_required_extensions (const function_instance &instance)
>
>    uint64_t riscv_isa_flags = 0;
>
> +  if (TARGET_VECTOR_ELEN_BF_16)
> +    riscv_isa_flags |= RVV_REQUIRE_ELEN_BF_16;
>    if (TARGET_VECTOR_ELEN_FP_16)
>      riscv_isa_flags |= RVV_REQUIRE_ELEN_FP_16;
>    if (TARGET_VECTOR_ELEN_FP_32)
> diff --git a/gcc/config/riscv/riscv-vector-builtins.def b/gcc/config/riscv/riscv-vector-builtins.def
> index 784b54c81a4..97f329d11eb 100644
> --- a/gcc/config/riscv/riscv-vector-builtins.def
> +++ b/gcc/config/riscv/riscv-vector-builtins.def
> @@ -72,7 +72,8 @@ along with GCC; see the file COPYING3.  If not see
>    VECTOR, MASK, SIGNED, UNSIGNED, EEW8_INDEX, EEW16_INDEX, EEW32_INDEX,        \
>    EEW64_INDEX, SHIFT, DOUBLE_TRUNC, QUAD_TRUNC, OCT_TRUNC,                     \
>    DOUBLE_TRUNC_SCALAR, DOUBLE_TRUNC_SIGNED, DOUBLE_TRUNC_UNSIGNED,             \
> -  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,      \
> +  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_BFLOAT_SCALAR,                    \
> +  DOUBLE_TRUNC_BFLOAT, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,               \
>    EEW8_INTERPRET, EEW16_INTERPRET, EEW32_INTERPRET, EEW64_INTERPRET,           \
>    BOOL1_INTERPRET, BOOL2_INTERPRET, BOOL4_INTERPRET, BOOL8_INTERPRET,          \
>    BOOL16_INTERPRET, BOOL32_INTERPRET, BOOL64_INTERPRET,                        \
> @@ -436,6 +437,56 @@ DEF_RVV_TYPE (vint64m8_t, 15, __rvv_int64m8_t, int64, RVVM8DI, _i64m8, _i64,
>  DEF_RVV_TYPE (vuint64m8_t, 16, __rvv_uint64m8_t, uint64, RVVM8DI, _u64m8, _u64,
>               _e64m8)
>
> +/* Enabled if TARGET_VECTOR_ELEN_BF_16 && (TARGET_ZVFBFMIN or TARGET_ZVFBFWMA).  */
> +/* LMUL = 1/4. */
> +DEF_RVV_TYPE (vbfloat16mf4_t, 19, __rvv_bfloat16mf4_t, bfloat16, RVVMF4BF, _bf16mf4,
> +             _bf16, _e16mf4)
> +/* Define tuple types for SEW = 16, LMUL = MF4.  */
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x2_t, 21, __rvv_bfloat16mf4x2_t, vbfloat16mf4_t, bfloat16, 2, _bf16mf4x2)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x3_t, 21, __rvv_bfloat16mf4x3_t, vbfloat16mf4_t, bfloat16, 3, _bf16mf4x3)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x4_t, 21, __rvv_bfloat16mf4x4_t, vbfloat16mf4_t, bfloat16, 4, _bf16mf4x4)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x5_t, 21, __rvv_bfloat16mf4x5_t, vbfloat16mf4_t, bfloat16, 5, _bf16mf4x5)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x6_t, 21, __rvv_bfloat16mf4x6_t, vbfloat16mf4_t, bfloat16, 6, _bf16mf4x6)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x7_t, 21, __rvv_bfloat16mf4x7_t, vbfloat16mf4_t, bfloat16, 7, _bf16mf4x7)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf4x8_t, 21, __rvv_bfloat16mf4x8_t, vbfloat16mf4_t, bfloat16, 8, _bf16mf4x8)
> +/* LMUL = 1/2. */
> +DEF_RVV_TYPE (vbfloat16mf2_t, 19, __rvv_bfloat16mf2_t, bfloat16, RVVMF2BF, _bf16mf2,
> +             _bf16, _e16mf2)
> +/* Define tuple types for SEW = 16, LMUL = MF2.  */
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x2_t, 21, __rvv_bfloat16mf2x2_t, vbfloat16mf2_t, bfloat16, 2, _bf16mf2x2)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x3_t, 21, __rvv_bfloat16mf2x3_t, vbfloat16mf2_t, bfloat16, 3, _bf16mf2x3)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x4_t, 21, __rvv_bfloat16mf2x4_t, vbfloat16mf2_t, bfloat16, 4, _bf16mf2x4)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x5_t, 21, __rvv_bfloat16mf2x5_t, vbfloat16mf2_t, bfloat16, 5, _bf16mf2x5)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x6_t, 21, __rvv_bfloat16mf2x6_t, vbfloat16mf2_t, bfloat16, 6, _bf16mf2x6)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x7_t, 21, __rvv_bfloat16mf2x7_t, vbfloat16mf2_t, bfloat16, 7, _bf16mf2x7)
> +DEF_RVV_TUPLE_TYPE (vbfloat16mf2x8_t, 21, __rvv_bfloat16mf2x8_t, vbfloat16mf2_t, bfloat16, 8, _bf16mf2x8)
> +/* LMUL = 1.  */
> +DEF_RVV_TYPE (vbfloat16m1_t, 18, __rvv_bfloat16m1_t, bfloat16, RVVM1BF, _bf16m1,
> +             _bf16, _e16m1)
> +/* Define tuple types for SEW = 16, LMUL = M1.  */
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x2_t, 20, __rvv_bfloat16m1x2_t, vbfloat16m1_t, bfloat16, 2, _bf16m1x2)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x3_t, 20, __rvv_bfloat16m1x3_t, vbfloat16m1_t, bfloat16, 3, _bf16m1x3)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x4_t, 20, __rvv_bfloat16m1x4_t, vbfloat16m1_t, bfloat16, 4, _bf16m1x4)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x5_t, 20, __rvv_bfloat16m1x5_t, vbfloat16m1_t, bfloat16, 5, _bf16m1x5)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x6_t, 20, __rvv_bfloat16m1x6_t, vbfloat16m1_t, bfloat16, 6, _bf16m1x6)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x7_t, 20, __rvv_bfloat16m1x7_t, vbfloat16m1_t, bfloat16, 7, _bf16m1x7)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m1x8_t, 20, __rvv_bfloat16m1x8_t, vbfloat16m1_t, bfloat16, 8, _bf16m1x8)
> +/* LMUL = 2.  */
> +DEF_RVV_TYPE (vbfloat16m2_t, 18, __rvv_bfloat16m2_t, bfloat16, RVVM2BF, _bf16m2,
> +             _bf16, _e16m2)
> +/* Define tuple types for SEW = 16, LMUL = M2.  */
> +DEF_RVV_TUPLE_TYPE (vbfloat16m2x2_t, 20, __rvv_bfloat16m2x2_t, vbfloat16m2_t, bfloat16, 2, _bf16m2x2)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m2x3_t, 20, __rvv_bfloat16m2x3_t, vbfloat16m2_t, bfloat16, 3, _bf16m2x3)
> +DEF_RVV_TUPLE_TYPE (vbfloat16m2x4_t, 20, __rvv_bfloat16m2x4_t, vbfloat16m2_t, bfloat16, 4, _bf16m2x4)
> +/* LMUL = 4.  */
> +DEF_RVV_TYPE (vbfloat16m4_t, 18, __rvv_bfloat16m4_t, bfloat16, RVVM4BF, _bf16m4,
> +             _bf16, _e16m4)
> +/* Define tuple types for SEW = 16, LMUL = M4.  */
> +DEF_RVV_TUPLE_TYPE (vbfloat16m4x2_t, 20, __rvv_bfloat16m4x2_t, vbfloat16m4_t, bfloat16, 2, _bf16m4x2)
> +/* LMUL = 8.  */
> +DEF_RVV_TYPE (vbfloat16m8_t, 18, __rvv_bfloat16m8_t, bfloat16, RVVM8BF, _bf16m8,
> +             _bf16, _e16m8)
> +
>  /* Enabled if TARGET_VECTOR_ELEN_FP_16 && (TARGET_ZVFH or TARGET_ZVFHMIN).  */
>  /* LMUL = 1/4.  */
>  DEF_RVV_TYPE (vfloat16mf4_t, 18, __rvv_float16mf4_t, float16, RVVMF4HF, _f16mf4,
> @@ -630,6 +681,8 @@ DEF_RVV_BASE_TYPE (double_trunc_scalar, get_scalar_type (type_idx))
>  DEF_RVV_BASE_TYPE (double_trunc_signed_vector, get_vector_type (type_idx))
>  DEF_RVV_BASE_TYPE (double_trunc_unsigned_vector, get_vector_type (type_idx))
>  DEF_RVV_BASE_TYPE (double_trunc_unsigned_scalar, get_scalar_type (type_idx))
> +DEF_RVV_BASE_TYPE (double_trunc_bfloat_scalar, get_scalar_type (type_idx))
> +DEF_RVV_BASE_TYPE (double_trunc_bfloat_vector, get_vector_type (type_idx))
>  DEF_RVV_BASE_TYPE (double_trunc_float_vector, get_vector_type (type_idx))
>  DEF_RVV_BASE_TYPE (float_vector, get_vector_type (type_idx))
>  DEF_RVV_BASE_TYPE (lmul1_vector, get_vector_type (type_idx))
> diff --git a/gcc/config/riscv/riscv-vector-builtins.h b/gcc/config/riscv/riscv-vector-builtins.h
> index 05d18ae1322..56dbe2cf0e2 100644
> --- a/gcc/config/riscv/riscv-vector-builtins.h
> +++ b/gcc/config/riscv/riscv-vector-builtins.h
> @@ -109,6 +109,7 @@ static const unsigned int CP_WRITE_CSR = 1U << 5;
>  #define RVV_REQUIRE_FULL_V (1 << 4) /* Require Full 'V' extension.  */
>  #define RVV_REQUIRE_MIN_VLEN_64 (1 << 5)       /* Require TARGET_MIN_VLEN >= 64.  */
>  #define RVV_REQUIRE_ELEN_FP_16 (1 << 6) /* Require FP ELEN >= 32.  */
> +#define RVV_REQUIRE_ELEN_BF_16 (1 << 7) /* Require BF16.  */
>
>  /* Enumerates the required extensions.  */
>  enum required_ext
> diff --git a/gcc/config/riscv/riscv-vector-switch.def b/gcc/config/riscv/riscv-vector-switch.def
> index 452283b7416..de72e415fe8 100644
> --- a/gcc/config/riscv/riscv-vector-switch.def
> +++ b/gcc/config/riscv/riscv-vector-switch.def
> @@ -43,6 +43,7 @@ Encode SEW and LMUL into data types.
>     |DF   |RVVM1DF|RVVM2DF|RVVM4DF|RVVM8DF|N/A     |N/A     |N/A     |
>     |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|RVVMF2SF|N/A     |N/A     |
>     |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|RVVMF4HF|N/A     |
> +   |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|RVVMF4BF|N/A     |
>
>  There are the following data types for ELEN = 32.
>
> @@ -52,6 +53,7 @@ There are the following data types for ELEN = 32.
>    |QI   |RVVM1QI|RVVM2QI|RVVM4QI|RVVM8QI|RVVMF2QI|RVVMF4QI|N/A     |
>    |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|N/A     |N/A     |N/A     |
>    |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|N/A     |N/A     |
> +  |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|N/A     |N/A     |
>
>  Encode the ratio of SEW/LMUL into the mask types.
>     There are the following mask types.
> @@ -93,6 +95,14 @@ ENTRY (RVVM1HI, true, LMUL_1, 16)
>  ENTRY (RVVMF2HI, !TARGET_XTHEADVECTOR, LMUL_F2, 32)
>  ENTRY (RVVMF4HI, TARGET_MIN_VLEN > 32 && !TARGET_XTHEADVECTOR, LMUL_F4, 64)
>
> +/* Disable modes if TARGET_MIN_VLEN == 32 or !TARGET_VECTOR_ELEN_BF_16.  */
> +ENTRY (RVVM8BF, TARGET_VECTOR_ELEN_BF_16, LMUL_8, 2)
> +ENTRY (RVVM4BF, TARGET_VECTOR_ELEN_BF_16, LMUL_4, 4)
> +ENTRY (RVVM2BF, TARGET_VECTOR_ELEN_BF_16, LMUL_2, 8)
> +ENTRY (RVVM1BF, TARGET_VECTOR_ELEN_BF_16, LMUL_1, 16)
> +ENTRY (RVVMF2BF, TARGET_VECTOR_ELEN_BF_16, LMUL_F2, 32)
> +ENTRY (RVVMF4BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, LMUL_F4, 64)
> +
>  /* Disable modes if TARGET_MIN_VLEN == 32 or !TARGET_VECTOR_ELEN_FP_16.  */
>  ENTRY (RVVM8HF, TARGET_VECTOR_ELEN_FP_16, LMUL_8, 2)
>  ENTRY (RVVM4HF, TARGET_VECTOR_ELEN_FP_16, LMUL_4, 4)
> @@ -198,6 +208,32 @@ TUPLE_ENTRY (RVVM1x2HI, true, RVVM1HI, 2, LMUL_1, 16)
>  TUPLE_ENTRY (RVVMF2x2HI, !TARGET_XTHEADVECTOR, RVVMF2HI, 2, LMUL_F2, 32)
>  TUPLE_ENTRY (RVVMF4x2HI, TARGET_MIN_VLEN > 32 && !TARGET_XTHEADVECTOR, RVVMF4HI, 2, LMUL_F4, 64)
>
> +TUPLE_ENTRY (RVVM1x8BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 8, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x8BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 8, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x8BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 8, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM1x7BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 7, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x7BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 7, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x7BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 7, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM1x6BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 6, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x6BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 6, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x6BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 6, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM1x5BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 5, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x5BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 5, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x5BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 5, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM2x4BF, TARGET_VECTOR_ELEN_BF_16, RVVM2BF, 4, LMUL_2, 8)
> +TUPLE_ENTRY (RVVM1x4BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 4, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x4BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 4, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x4BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 4, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM2x3BF, TARGET_VECTOR_ELEN_BF_16, RVVM2BF, 3, LMUL_2, 8)
> +TUPLE_ENTRY (RVVM1x3BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 3, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x3BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 3, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x3BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 3, LMUL_F4, 64)
> +TUPLE_ENTRY (RVVM4x2BF, TARGET_VECTOR_ELEN_BF_16, RVVM4BF, 2, LMUL_4, 4)
> +TUPLE_ENTRY (RVVM2x2BF, TARGET_VECTOR_ELEN_BF_16, RVVM2BF, 2, LMUL_2, 8)
> +TUPLE_ENTRY (RVVM1x2BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 2, LMUL_1, 16)
> +TUPLE_ENTRY (RVVMF2x2BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 2, LMUL_F2, 32)
> +TUPLE_ENTRY (RVVMF4x2BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 2, LMUL_F4, 64)
> +
>  TUPLE_ENTRY (RVVM1x8HF, TARGET_VECTOR_ELEN_FP_16, RVVM1HF, 8, LMUL_1, 16)
>  TUPLE_ENTRY (RVVMF2x8HF, TARGET_VECTOR_ELEN_FP_16 && !TARGET_XTHEADVECTOR, RVVMF2HF, 8, LMUL_F2, 32)
>  TUPLE_ENTRY (RVVMF4x8HF, TARGET_VECTOR_ELEN_FP_16 && TARGET_MIN_VLEN > 32 && !TARGET_XTHEADVECTOR, RVVMF4HF, 8, LMUL_F4, 64)
> --
> 2.17.1
>
Jeff Law July 11, 2024, 10:17 p.m. UTC | #3
On 7/11/24 1:26 AM, Kito Cheng wrote:
> OK for this patch set, I know you already got LGTM from JuZhe or me
> before, so just an explicitly ack to let you know it's still OK once
> CI is passed.
The tabs vs spaces problem pointed out by the linter should be fixed. 
The other lint issues probably should be left as-is.

Given fixing tabs vs spaces is NFC, I'm fine with Feng fixing those and 
committing the result rather than doing another review round on the 
first patch in this series.

jeff
diff mbox series

Patch

diff --git a/gcc/config/riscv/genrvv-type-indexer.cc b/gcc/config/riscv/genrvv-type-indexer.cc
index 27cbd14982c..8626ddeaaa8 100644
--- a/gcc/config/riscv/genrvv-type-indexer.cc
+++ b/gcc/config/riscv/genrvv-type-indexer.cc
@@ -117,6 +117,42 @@  inttype (unsigned sew, int lmul_log2, unsigned nf, bool unsigned_p)
   return mode.str ();
 }
 
+std::string
+bfloat16_type (int lmul_log2)
+{
+  if (!valid_type (16, lmul_log2, /*float_t*/ true))
+    return "INVALID";
+
+  std::stringstream mode;
+  mode << "vbfloat16" << to_lmul (lmul_log2) << "_t";
+  return mode.str ();
+}
+
+std::string
+bfloat16_wide_type (int lmul_log2)
+{
+  if (!valid_type (32, lmul_log2, /*float_t*/ true))
+    return "INVALID";
+
+  std::stringstream mode;
+  mode << "vfloat32" << to_lmul (lmul_log2) << "_t";
+  return mode.str ();
+}
+
+std::string
+bfloat16_type (int lmul_log2, unsigned nf)
+{
+  if (!valid_type (16, lmul_log2, nf, /*float_t*/ true))
+    return "INVALID";
+
+  std::stringstream mode;
+  mode << "vbfloat16" << to_lmul (lmul_log2);
+  if (nf > 1)
+    mode << "x" << nf;
+  mode << "_t";
+  return mode.str ();
+}
+
 std::string
 floattype (unsigned sew, int lmul_log2)
 {
@@ -182,6 +218,15 @@  same_ratio_eew_type (unsigned sew, int lmul_log2, unsigned eew, bool unsigned_p,
     return inttype (eew, elmul_log2, unsigned_p);
 }
 
+std::string
+same_ratio_eew_bf16_type (unsigned sew, int lmul_log2)
+{
+  if (sew != 32)
+    return "INVALID";
+  int elmul_log2 = lmul_log2 - 1;
+  return bfloat16_type (elmul_log2);
+}
+
 int
 main (int argc, const char **argv)
 {
@@ -215,6 +260,8 @@  main (int argc, const char **argv)
       fprintf (fp, "  /*DOUBLE_TRUNC_SIGNED*/ INVALID,\n");
       fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED*/ INVALID,\n");
       fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED_SCALAR*/ INVALID,\n");
+      fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ INVALID,\n");
+      fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ INVALID,\n");
       fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ INVALID,\n");
       fprintf (fp, "  /*FLOAT*/ INVALID,\n");
       fprintf (fp, "  /*LMUL1*/ INVALID,\n");
@@ -294,6 +341,8 @@  main (int argc, const char **argv)
 		       same_ratio_eew_type (sew, lmul_log2, sew / 2, true,
 					    false)
 			 .c_str ());
+	    fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ INVALID,\n");
+	    fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ INVALID,\n");
 	    fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ %s,\n",
 		     same_ratio_eew_type (sew, lmul_log2, sew / 2, false, true)
 		       .c_str ());
@@ -341,6 +390,68 @@  main (int argc, const char **argv)
 		     inttype (sew, lmul_log2, 1, unsigned_p).c_str ());
 	    fprintf (fp, ")\n");
 	  }
+  // Build for vbfloat16
+  for (int lmul_log2 : {-2, -1, 0, 1, 2, 3})
+    for (unsigned nf : {1, 2, 3, 4, 5, 6, 7, 8})
+      {
+	if (!valid_type (16, lmul_log2, nf, /*float_t*/ true))
+	  continue;
+
+	fprintf (fp, "DEF_RVV_TYPE_INDEX (\n");
+	fprintf (fp, "  /*VECTOR*/ %s,\n",
+		 bfloat16_type (lmul_log2, nf).c_str ());
+	fprintf (fp, "  /*MASK*/ %s,\n", maskmode (16, lmul_log2).c_str ());
+	fprintf (fp, "  /*SIGNED*/ %s,\n",
+		 inttype (16, lmul_log2, /*unsigned_p*/ false).c_str ());
+	fprintf (fp, "  /*UNSIGNED*/ %s,\n",
+		 inttype (16, lmul_log2, /*unsigned_p*/ true).c_str ());
+	for (unsigned eew : {8, 16, 32, 64})
+	  fprintf (
+	    fp, "  /*EEW%d_INDEX*/ %s,\n", eew,
+	    same_ratio_eew_type (16, lmul_log2, eew, true, false).c_str ());
+	fprintf (fp, "  /*SHIFT*/ INVALID,\n");
+	fprintf (fp, "  /*DOUBLE_TRUNC*/ %s,\n",
+		 same_ratio_eew_type (16, lmul_log2, 8, false, true).c_str ());
+	fprintf (fp, "  /*QUAD_TRUNC*/ INVALID,\n");
+	fprintf (fp, "  /*OCT_TRUNC*/ INVALID,\n");
+	fprintf (fp, "  /*DOUBLE_TRUNC_SCALAR*/ %s,\n",
+		 same_ratio_eew_type (16, lmul_log2, 8, false, true).c_str ());
+	fprintf (fp, "  /*DOUBLE_TRUNC_SIGNED*/ %s,\n",
+		 same_ratio_eew_type (16, lmul_log2, 8, false, false).c_str ());
+	fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED*/ %s,\n",
+		 same_ratio_eew_type (16, lmul_log2, 8, true, false).c_str ());
+	fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED_SCALAR*/ INVALID,\n");
+	fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ INVALID,\n");
+	fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ INVALID,\n");
+	fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ %s,\n",
+		 same_ratio_eew_type (16, lmul_log2, 8, false, true).c_str ());
+	fprintf (fp, "  /*FLOAT*/ INVALID,\n");
+	fprintf (fp, "  /*LMUL1*/ %s,\n",
+		 bfloat16_type (/*lmul_log2*/ 0).c_str ());
+	fprintf (fp, "  /*WLMUL1*/ %s,\n",
+		 bfloat16_wide_type (/*lmul_log2*/ 0).c_str ());
+	for (unsigned eew : {8, 16, 32, 64})
+	  fprintf (fp, "  /*EEW%d_INTERPRET*/ INVALID,\n", eew);
+
+	for (unsigned boolsize : BOOL_SIZE_LIST)
+	  fprintf (fp, "  /*BOOL%d_INTERPRET*/ INVALID,\n", boolsize);
+
+	for (unsigned eew : EEW_SIZE_LIST)
+	  fprintf (fp, "  /*SIGNED_EEW%d_LMUL1_INTERPRET*/ INVALID,\n", eew);
+
+	for (unsigned eew : EEW_SIZE_LIST)
+	  fprintf (fp, "  /*UNSIGNED_EEW%d_LMUL1_INTERPRET*/ INVALID,\n", eew);
+
+	for (unsigned lmul_log2_offset : {1, 2, 3, 4, 5, 6})
+	  {
+	    unsigned multiple_of_lmul = 1 << lmul_log2_offset;
+	    fprintf (fp, "  /*X%d_VLMUL_EXT*/ %s,\n", multiple_of_lmul,
+		     bfloat16_type (lmul_log2 + lmul_log2_offset).c_str ());
+	  }
+	fprintf (fp, "  /*TUPLE_SUBPART*/ %s\n",
+		 bfloat16_type (lmul_log2, 1U).c_str ());
+	fprintf (fp, ")\n");
+      }
   // Build for vfloat
   for (unsigned sew : {16, 32, 64})
     for (int lmul_log2 : {-3, -2, -1, 0, 1, 2, 3})
@@ -378,6 +489,10 @@  main (int argc, const char **argv)
 		   same_ratio_eew_type (sew, lmul_log2, sew / 2, true, false)
 		     .c_str ());
 	  fprintf (fp, "  /*DOUBLE_TRUNC_UNSIGNED_SCALAR*/ INVALID,\n");
+	  fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT_SCALAR*/ %s,\n",
+		   same_ratio_eew_bf16_type (sew, lmul_log2).c_str ());
+	  fprintf (fp, "  /*DOUBLE_TRUNC_BFLOAT*/ %s,\n",
+		   same_ratio_eew_bf16_type (sew, lmul_log2).c_str ());
 	  fprintf (fp, "  /*DOUBLE_TRUNC_FLOAT*/ %s,\n",
 		   same_ratio_eew_type (sew, lmul_log2, sew / 2, false, true)
 		     .c_str ());
diff --git a/gcc/config/riscv/riscv-modes.def b/gcc/config/riscv/riscv-modes.def
index 6de4e440298..b0a78f72754 100644
--- a/gcc/config/riscv/riscv-modes.def
+++ b/gcc/config/riscv/riscv-modes.def
@@ -93,6 +93,7 @@  ADJUST_BYTESIZE (RVVMF64BI, riscv_v_adjust_bytesize (RVVMF64BImode, 1));
    |DF   |RVVM1DF|RVVM2DF|RVVM4DF|RVVM8DF|N/A     |N/A     |N/A     |
    |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|RVVMF2SF|N/A     |N/A     |
    |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|RVVMF4HF|N/A     |
+   |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|RVVMF4BF|N/A     |
 
 There are the following data types for ELEN = 32.
 
@@ -101,11 +102,13 @@  There are the following data types for ELEN = 32.
    |HI   |RVVM1HI|RVVM2HI|RVVM4HI|RVVM8HI|RVVMF2HI|N/A     |N/A     |
    |QI   |RVVM1QI|RVVM2QI|RVVM4QI|RVVM8QI|RVVMF2QI|RVVMF4QI|N/A     |
    |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|N/A     |N/A     |N/A     |
-   |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|N/A     |N/A     |  */
+   |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|N/A     |N/A     |
+   |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|N/A     |N/A     |  */
 
 #define RVV_WHOLE_MODES(LMUL)                                                  \
   VECTOR_MODE_WITH_PREFIX (RVVM, INT, QI, LMUL, 0);                            \
   VECTOR_MODE_WITH_PREFIX (RVVM, INT, HI, LMUL, 0);                            \
+  VECTOR_MODE_WITH_PREFIX (RVVM, FLOAT, BF, LMUL, 0);                          \
   VECTOR_MODE_WITH_PREFIX (RVVM, FLOAT, HF, LMUL, 0);                          \
   VECTOR_MODE_WITH_PREFIX (RVVM, INT, SI, LMUL, 0);                            \
   VECTOR_MODE_WITH_PREFIX (RVVM, FLOAT, SF, LMUL, 0);                          \
@@ -120,6 +123,8 @@  There are the following data types for ELEN = 32.
 		 riscv_v_adjust_nunits (RVVM##LMUL##SImode, false, LMUL, 1));  \
   ADJUST_NUNITS (RVVM##LMUL##DI,                                               \
 		 riscv_v_adjust_nunits (RVVM##LMUL##DImode, false, LMUL, 1));  \
+  ADJUST_NUNITS (RVVM##LMUL##BF,                                               \
+		 riscv_v_adjust_nunits (RVVM##LMUL##BFmode, false, LMUL, 1));  \
   ADJUST_NUNITS (RVVM##LMUL##HF,                                               \
 		 riscv_v_adjust_nunits (RVVM##LMUL##HFmode, false, LMUL, 1));  \
   ADJUST_NUNITS (RVVM##LMUL##SF,                                               \
@@ -131,6 +136,7 @@  There are the following data types for ELEN = 32.
   ADJUST_ALIGNMENT (RVVM##LMUL##HI, 2);                                        \
   ADJUST_ALIGNMENT (RVVM##LMUL##SI, 4);                                        \
   ADJUST_ALIGNMENT (RVVM##LMUL##DI, 8);                                        \
+  ADJUST_ALIGNMENT (RVVM##LMUL##BF, 2);                                        \
   ADJUST_ALIGNMENT (RVVM##LMUL##HF, 2);                                        \
   ADJUST_ALIGNMENT (RVVM##LMUL##SF, 4);                                        \
   ADJUST_ALIGNMENT (RVVM##LMUL##DF, 8);
@@ -153,6 +159,8 @@  RVV_FRACT_MODE (INT, QI, 4, 1)
 RVV_FRACT_MODE (INT, QI, 8, 1)
 RVV_FRACT_MODE (INT, HI, 2, 2)
 RVV_FRACT_MODE (INT, HI, 4, 2)
+RVV_FRACT_MODE (FLOAT, BF, 2, 2)
+RVV_FRACT_MODE (FLOAT, BF, 4, 2)
 RVV_FRACT_MODE (FLOAT, HF, 2, 2)
 RVV_FRACT_MODE (FLOAT, HF, 4, 2)
 RVV_FRACT_MODE (INT, SI, 2, 4)
@@ -174,6 +182,9 @@  RVV_FRACT_MODE (FLOAT, SF, 2, 4)
   VECTOR_MODE_WITH_PREFIX (RVVMF4x, INT, HI, NF, 1);                           \
   VECTOR_MODE_WITH_PREFIX (RVVMF2x, INT, HI, NF, 1);                           \
   VECTOR_MODE_WITH_PREFIX (RVVM1x, INT, HI, NF, 1);                            \
+  VECTOR_MODE_WITH_PREFIX (RVVMF4x, FLOAT, BF, NF, 1);                         \
+  VECTOR_MODE_WITH_PREFIX (RVVMF2x, FLOAT, BF, NF, 1);                         \
+  VECTOR_MODE_WITH_PREFIX (RVVM1x, FLOAT, BF, NF, 1);                          \
   VECTOR_MODE_WITH_PREFIX (RVVMF4x, FLOAT, HF, NF, 1);                         \
   VECTOR_MODE_WITH_PREFIX (RVVMF2x, FLOAT, HF, NF, 1);                         \
   VECTOR_MODE_WITH_PREFIX (RVVM1x, FLOAT, HF, NF, 1);                          \
@@ -198,6 +209,12 @@  RVV_FRACT_MODE (FLOAT, SF, 2, 4)
 		 riscv_v_adjust_nunits (RVVMF2x##NF##HImode, true, 2, NF));    \
   ADJUST_NUNITS (RVVM1x##NF##HI,                                               \
 		 riscv_v_adjust_nunits (RVVM1x##NF##HImode, false, 1, NF));    \
+  ADJUST_NUNITS (RVVMF4x##NF##BF,                                              \
+		 riscv_v_adjust_nunits (RVVMF4x##NF##BFmode, true, 4, NF));    \
+  ADJUST_NUNITS (RVVMF2x##NF##BF,                                              \
+		 riscv_v_adjust_nunits (RVVMF2x##NF##BFmode, true, 2, NF));    \
+  ADJUST_NUNITS (RVVM1x##NF##BF,                                               \
+		 riscv_v_adjust_nunits (RVVM1x##NF##BFmode, false, 1, NF));    \
   ADJUST_NUNITS (RVVMF4x##NF##HF,                                              \
 		 riscv_v_adjust_nunits (RVVMF4x##NF##HFmode, true, 4, NF));    \
   ADJUST_NUNITS (RVVMF2x##NF##HF,                                              \
@@ -224,6 +241,9 @@  RVV_FRACT_MODE (FLOAT, SF, 2, 4)
   ADJUST_ALIGNMENT (RVVMF4x##NF##HI, 2);                                       \
   ADJUST_ALIGNMENT (RVVMF2x##NF##HI, 2);                                       \
   ADJUST_ALIGNMENT (RVVM1x##NF##HI, 2);                                        \
+  ADJUST_ALIGNMENT (RVVMF4x##NF##BF, 2);                                       \
+  ADJUST_ALIGNMENT (RVVMF2x##NF##BF, 2);                                       \
+  ADJUST_ALIGNMENT (RVVM1x##NF##BF, 2);                                        \
   ADJUST_ALIGNMENT (RVVMF4x##NF##HF, 2);                                       \
   ADJUST_ALIGNMENT (RVVMF2x##NF##HF, 2);                                       \
   ADJUST_ALIGNMENT (RVVM1x##NF##HF, 2);                                        \
@@ -245,6 +265,7 @@  RVV_NF8_MODES (2)
 #define RVV_NF4_MODES(NF)                                                      \
   VECTOR_MODE_WITH_PREFIX (RVVM2x, INT, QI, NF, 1);                            \
   VECTOR_MODE_WITH_PREFIX (RVVM2x, INT, HI, NF, 1);                            \
+  VECTOR_MODE_WITH_PREFIX (RVVM2x, FLOAT, BF, NF, 1);                          \
   VECTOR_MODE_WITH_PREFIX (RVVM2x, FLOAT, HF, NF, 1);                          \
   VECTOR_MODE_WITH_PREFIX (RVVM2x, INT, SI, NF, 1);                            \
   VECTOR_MODE_WITH_PREFIX (RVVM2x, FLOAT, SF, NF, 1);                          \
@@ -255,6 +276,8 @@  RVV_NF8_MODES (2)
 		 riscv_v_adjust_nunits (RVVM2x##NF##QImode, false, 2, NF));    \
   ADJUST_NUNITS (RVVM2x##NF##HI,                                               \
 		 riscv_v_adjust_nunits (RVVM2x##NF##HImode, false, 2, NF));    \
+  ADJUST_NUNITS (RVVM2x##NF##BF,                                               \
+		 riscv_v_adjust_nunits (RVVM2x##NF##BFmode, false, 2, NF));    \
   ADJUST_NUNITS (RVVM2x##NF##HF,                                               \
 		 riscv_v_adjust_nunits (RVVM2x##NF##HFmode, false, 2, NF));    \
   ADJUST_NUNITS (RVVM2x##NF##SI,                                               \
@@ -268,6 +291,7 @@  RVV_NF8_MODES (2)
                                                                                \
   ADJUST_ALIGNMENT (RVVM2x##NF##QI, 1);                                        \
   ADJUST_ALIGNMENT (RVVM2x##NF##HI, 2);                                        \
+  ADJUST_ALIGNMENT (RVVM2x##NF##BF, 2);                                        \
   ADJUST_ALIGNMENT (RVVM2x##NF##HF, 2);                                        \
   ADJUST_ALIGNMENT (RVVM2x##NF##SI, 4);                                        \
   ADJUST_ALIGNMENT (RVVM2x##NF##SF, 4);                                        \
@@ -281,6 +305,7 @@  RVV_NF4_MODES (4)
 #define RVV_NF2_MODES(NF)                                                      \
   VECTOR_MODE_WITH_PREFIX (RVVM4x, INT, QI, NF, 1);                            \
   VECTOR_MODE_WITH_PREFIX (RVVM4x, INT, HI, NF, 1);                            \
+  VECTOR_MODE_WITH_PREFIX (RVVM4x, FLOAT, BF, NF, 1);                          \
   VECTOR_MODE_WITH_PREFIX (RVVM4x, FLOAT, HF, NF, 1);                          \
   VECTOR_MODE_WITH_PREFIX (RVVM4x, INT, SI, NF, 1);                            \
   VECTOR_MODE_WITH_PREFIX (RVVM4x, FLOAT, SF, NF, 1);                          \
@@ -291,6 +316,8 @@  RVV_NF4_MODES (4)
 		 riscv_v_adjust_nunits (RVVM4x##NF##QImode, false, 4, NF));    \
   ADJUST_NUNITS (RVVM4x##NF##HI,                                               \
 		 riscv_v_adjust_nunits (RVVM4x##NF##HImode, false, 4, NF));    \
+  ADJUST_NUNITS (RVVM4x##NF##BF,                                               \
+		 riscv_v_adjust_nunits (RVVM4x##NF##BFmode, false, 4, NF));    \
   ADJUST_NUNITS (RVVM4x##NF##HF,                                               \
 		 riscv_v_adjust_nunits (RVVM4x##NF##HFmode, false, 4, NF));    \
   ADJUST_NUNITS (RVVM4x##NF##SI,                                               \
@@ -304,6 +331,7 @@  RVV_NF4_MODES (4)
                                                                                \
   ADJUST_ALIGNMENT (RVVM4x##NF##QI, 1);                                        \
   ADJUST_ALIGNMENT (RVVM4x##NF##HI, 2);                                        \
+  ADJUST_ALIGNMENT (RVVM4x##NF##BF, 2);                                        \
   ADJUST_ALIGNMENT (RVVM4x##NF##HF, 2);                                        \
   ADJUST_ALIGNMENT (RVVM4x##NF##SI, 4);                                        \
   ADJUST_ALIGNMENT (RVVM4x##NF##SF, 4);                                        \
diff --git a/gcc/config/riscv/riscv-vector-builtins-types.def b/gcc/config/riscv/riscv-vector-builtins-types.def
index 61019a56844..e7fca4cca79 100644
--- a/gcc/config/riscv/riscv-vector-builtins-types.def
+++ b/gcc/config/riscv/riscv-vector-builtins-types.def
@@ -397,6 +397,13 @@  DEF_RVV_U_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
 DEF_RVV_U_OPS (vuint64m4_t, RVV_REQUIRE_ELEN_64)
 DEF_RVV_U_OPS (vuint64m8_t, RVV_REQUIRE_ELEN_64)
 
+DEF_RVV_F_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_F_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_F_OPS (vbfloat16m1_t,  RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_F_OPS (vbfloat16m2_t,  RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_F_OPS (vbfloat16m4_t,  RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_F_OPS (vbfloat16m8_t,  RVV_REQUIRE_ELEN_BF_16)
+
 DEF_RVV_F_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_F_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
 DEF_RVV_F_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
@@ -999,6 +1006,11 @@  DEF_RVV_X2_VLMUL_EXT_OPS (vuint32m4_t, 0)
 DEF_RVV_X2_VLMUL_EXT_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
 DEF_RVV_X2_VLMUL_EXT_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
 DEF_RVV_X2_VLMUL_EXT_OPS (vuint64m4_t, RVV_REQUIRE_ELEN_64)
+DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16m2_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_X2_VLMUL_EXT_OPS (vbfloat16m4_t, RVV_REQUIRE_ELEN_BF_16)
 DEF_RVV_X2_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_X2_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
 DEF_RVV_X2_VLMUL_EXT_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
@@ -1040,6 +1052,10 @@  DEF_RVV_X4_VLMUL_EXT_OPS (vuint32m1_t, 0)
 DEF_RVV_X4_VLMUL_EXT_OPS (vuint32m2_t, 0)
 DEF_RVV_X4_VLMUL_EXT_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
 DEF_RVV_X4_VLMUL_EXT_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
+DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_X4_VLMUL_EXT_OPS (vbfloat16m2_t, RVV_REQUIRE_ELEN_BF_16)
 DEF_RVV_X4_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_X4_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
 DEF_RVV_X4_VLMUL_EXT_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
@@ -1070,6 +1086,9 @@  DEF_RVV_X8_VLMUL_EXT_OPS (vuint16m1_t, 0)
 DEF_RVV_X8_VLMUL_EXT_OPS (vuint32mf2_t, RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_X8_VLMUL_EXT_OPS (vuint32m1_t, 0)
 DEF_RVV_X8_VLMUL_EXT_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
+DEF_RVV_X8_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_X8_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_X8_VLMUL_EXT_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
 DEF_RVV_X8_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_X8_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
 DEF_RVV_X8_VLMUL_EXT_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
@@ -1089,6 +1108,8 @@  DEF_RVV_X16_VLMUL_EXT_OPS (vuint8mf2_t, 0)
 DEF_RVV_X16_VLMUL_EXT_OPS (vuint16mf4_t, RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_X16_VLMUL_EXT_OPS (vuint16mf2_t, 0)
 DEF_RVV_X16_VLMUL_EXT_OPS (vuint32mf2_t, RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_X16_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_X16_VLMUL_EXT_OPS (vbfloat16mf2_t, RVV_REQUIRE_ELEN_BF_16)
 DEF_RVV_X16_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_X16_VLMUL_EXT_OPS (vfloat16mf2_t, RVV_REQUIRE_ELEN_FP_16)
 DEF_RVV_X16_VLMUL_EXT_OPS (vfloat32mf2_t, RVV_REQUIRE_ELEN_FP_32 | RVV_REQUIRE_MIN_VLEN_64)
@@ -1099,6 +1120,7 @@  DEF_RVV_X32_VLMUL_EXT_OPS (vint16mf4_t, RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_X32_VLMUL_EXT_OPS (vuint8mf8_t, RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_X32_VLMUL_EXT_OPS (vuint8mf4_t, 0)
 DEF_RVV_X32_VLMUL_EXT_OPS (vuint16mf4_t, RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_X32_VLMUL_EXT_OPS (vbfloat16mf4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_X32_VLMUL_EXT_OPS (vfloat16mf4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
 
 DEF_RVV_X64_VLMUL_EXT_OPS (vint8mf8_t, RVV_REQUIRE_MIN_VLEN_64)
@@ -1112,6 +1134,7 @@  DEF_RVV_LMUL1_OPS (vuint8m1_t, 0)
 DEF_RVV_LMUL1_OPS (vuint16m1_t, 0)
 DEF_RVV_LMUL1_OPS (vuint32m1_t, 0)
 DEF_RVV_LMUL1_OPS (vuint64m1_t, RVV_REQUIRE_ELEN_64)
+DEF_RVV_LMUL1_OPS (vbfloat16m1_t, RVV_REQUIRE_ELEN_BF_16)
 DEF_RVV_LMUL1_OPS (vfloat16m1_t, RVV_REQUIRE_ELEN_FP_16)
 DEF_RVV_LMUL1_OPS (vfloat32m1_t, RVV_REQUIRE_ELEN_FP_32)
 DEF_RVV_LMUL1_OPS (vfloat64m1_t, RVV_REQUIRE_ELEN_FP_64)
@@ -1124,6 +1147,7 @@  DEF_RVV_LMUL2_OPS (vuint8m2_t, 0)
 DEF_RVV_LMUL2_OPS (vuint16m2_t, 0)
 DEF_RVV_LMUL2_OPS (vuint32m2_t, 0)
 DEF_RVV_LMUL2_OPS (vuint64m2_t, RVV_REQUIRE_ELEN_64)
+DEF_RVV_LMUL2_OPS (vbfloat16m2_t, RVV_REQUIRE_ELEN_BF_16)
 DEF_RVV_LMUL2_OPS (vfloat16m2_t, RVV_REQUIRE_ELEN_FP_16)
 DEF_RVV_LMUL2_OPS (vfloat32m2_t, RVV_REQUIRE_ELEN_FP_32)
 DEF_RVV_LMUL2_OPS (vfloat64m2_t, RVV_REQUIRE_ELEN_FP_64)
@@ -1137,6 +1161,7 @@  DEF_RVV_LMUL4_OPS (vuint16m4_t, 0)
 DEF_RVV_LMUL4_OPS (vuint32m4_t, 0)
 DEF_RVV_LMUL4_OPS (vuint64m4_t, RVV_REQUIRE_ELEN_64)
 DEF_RVV_LMUL4_OPS (vfloat16m4_t, RVV_REQUIRE_ELEN_FP_16)
+DEF_RVV_LMUL4_OPS (vbfloat16m4_t, RVV_REQUIRE_ELEN_BF_16)
 DEF_RVV_LMUL4_OPS (vfloat32m4_t, RVV_REQUIRE_ELEN_FP_32)
 DEF_RVV_LMUL4_OPS (vfloat64m4_t, RVV_REQUIRE_ELEN_FP_64)
 
@@ -1312,6 +1337,31 @@  DEF_RVV_TUPLE_OPS (vint64m2x4_t, RVV_REQUIRE_ELEN_64)
 DEF_RVV_TUPLE_OPS (vuint64m2x4_t, RVV_REQUIRE_ELEN_64)
 DEF_RVV_TUPLE_OPS (vint64m4x2_t, RVV_REQUIRE_ELEN_64)
 DEF_RVV_TUPLE_OPS (vuint64m4x2_t, RVV_REQUIRE_ELEN_64)
+DEF_RVV_TUPLE_OPS (vbfloat16mf4x2_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_TUPLE_OPS (vbfloat16mf4x3_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_TUPLE_OPS (vbfloat16mf4x4_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_TUPLE_OPS (vbfloat16mf4x5_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_TUPLE_OPS (vbfloat16mf4x6_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_TUPLE_OPS (vbfloat16mf4x7_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_TUPLE_OPS (vbfloat16mf4x8_t, RVV_REQUIRE_ELEN_BF_16 | RVV_REQUIRE_MIN_VLEN_64)
+DEF_RVV_TUPLE_OPS (vbfloat16mf2x2_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16mf2x3_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16mf2x4_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16mf2x5_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16mf2x6_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16mf2x7_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16mf2x8_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16m1x2_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16m1x3_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16m1x4_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16m1x5_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16m1x6_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16m1x7_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16m1x8_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16m2x2_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16m2x3_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16m2x4_t, RVV_REQUIRE_ELEN_BF_16)
+DEF_RVV_TUPLE_OPS (vbfloat16m4x2_t, RVV_REQUIRE_ELEN_BF_16)
 DEF_RVV_TUPLE_OPS (vfloat16mf4x2_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_TUPLE_OPS (vfloat16mf4x3_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
 DEF_RVV_TUPLE_OPS (vfloat16mf4x4_t, RVV_REQUIRE_ELEN_FP_16 | RVV_REQUIRE_MIN_VLEN_64)
diff --git a/gcc/config/riscv/riscv-vector-builtins.cc b/gcc/config/riscv/riscv-vector-builtins.cc
index c08d87a2680..720436dfbc9 100644
--- a/gcc/config/riscv/riscv-vector-builtins.cc
+++ b/gcc/config/riscv/riscv-vector-builtins.cc
@@ -2808,7 +2808,8 @@  static CONSTEXPR const function_type_info function_types[] = {
   VECTOR, MASK, SIGNED, UNSIGNED, EEW8_INDEX, EEW16_INDEX, EEW32_INDEX,        \
   EEW64_INDEX, SHIFT, DOUBLE_TRUNC, QUAD_TRUNC, OCT_TRUNC,                     \
   DOUBLE_TRUNC_SCALAR, DOUBLE_TRUNC_SIGNED, DOUBLE_TRUNC_UNSIGNED,             \
-  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,      \
+  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_BFLOAT_SCALAR,                    \
+  DOUBLE_TRUNC_BFLOAT, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,               \
   EEW8_INTERPRET, EEW16_INTERPRET, EEW32_INTERPRET, EEW64_INTERPRET,           \
   BOOL1_INTERPRET, BOOL2_INTERPRET, BOOL4_INTERPRET, BOOL8_INTERPRET,          \
   BOOL16_INTERPRET, BOOL32_INTERPRET, BOOL64_INTERPRET,                        \
@@ -2845,6 +2846,8 @@  static CONSTEXPR const function_type_info function_types[] = {
     VECTOR_TYPE_##DOUBLE_TRUNC_SIGNED,                                         \
     VECTOR_TYPE_##DOUBLE_TRUNC_UNSIGNED,                                       \
     VECTOR_TYPE_##DOUBLE_TRUNC_UNSIGNED_SCALAR,                                \
+    VECTOR_TYPE_##DOUBLE_TRUNC_BFLOAT_SCALAR,                                  \
+    VECTOR_TYPE_##DOUBLE_TRUNC_BFLOAT,                                         \
     VECTOR_TYPE_##DOUBLE_TRUNC_FLOAT,                                          \
     VECTOR_TYPE_##FLOAT,                                                       \
     VECTOR_TYPE_##LMUL1,                                                       \
@@ -3284,6 +3287,8 @@  check_required_extensions (const function_instance &instance)
 
   uint64_t riscv_isa_flags = 0;
 
+  if (TARGET_VECTOR_ELEN_BF_16)
+    riscv_isa_flags |= RVV_REQUIRE_ELEN_BF_16;
   if (TARGET_VECTOR_ELEN_FP_16)
     riscv_isa_flags |= RVV_REQUIRE_ELEN_FP_16;
   if (TARGET_VECTOR_ELEN_FP_32)
diff --git a/gcc/config/riscv/riscv-vector-builtins.def b/gcc/config/riscv/riscv-vector-builtins.def
index 784b54c81a4..97f329d11eb 100644
--- a/gcc/config/riscv/riscv-vector-builtins.def
+++ b/gcc/config/riscv/riscv-vector-builtins.def
@@ -72,7 +72,8 @@  along with GCC; see the file COPYING3.  If not see
   VECTOR, MASK, SIGNED, UNSIGNED, EEW8_INDEX, EEW16_INDEX, EEW32_INDEX,        \
   EEW64_INDEX, SHIFT, DOUBLE_TRUNC, QUAD_TRUNC, OCT_TRUNC,                     \
   DOUBLE_TRUNC_SCALAR, DOUBLE_TRUNC_SIGNED, DOUBLE_TRUNC_UNSIGNED,             \
-  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,      \
+  DOUBLE_TRUNC_UNSIGNED_SCALAR, DOUBLE_TRUNC_BFLOAT_SCALAR,                    \
+  DOUBLE_TRUNC_BFLOAT, DOUBLE_TRUNC_FLOAT, FLOAT, LMUL1, WLMUL1,               \
   EEW8_INTERPRET, EEW16_INTERPRET, EEW32_INTERPRET, EEW64_INTERPRET,           \
   BOOL1_INTERPRET, BOOL2_INTERPRET, BOOL4_INTERPRET, BOOL8_INTERPRET,          \
   BOOL16_INTERPRET, BOOL32_INTERPRET, BOOL64_INTERPRET,                        \
@@ -436,6 +437,56 @@  DEF_RVV_TYPE (vint64m8_t, 15, __rvv_int64m8_t, int64, RVVM8DI, _i64m8, _i64,
 DEF_RVV_TYPE (vuint64m8_t, 16, __rvv_uint64m8_t, uint64, RVVM8DI, _u64m8, _u64,
 	      _e64m8)
 
+/* Enabled if TARGET_VECTOR_ELEN_BF_16 && (TARGET_ZVFBFMIN or TARGET_ZVFBFWMA).  */
+/* LMUL = 1/4. */
+DEF_RVV_TYPE (vbfloat16mf4_t, 19, __rvv_bfloat16mf4_t, bfloat16, RVVMF4BF, _bf16mf4,
+	      _bf16, _e16mf4)
+/* Define tuple types for SEW = 16, LMUL = MF4.  */
+DEF_RVV_TUPLE_TYPE (vbfloat16mf4x2_t, 21, __rvv_bfloat16mf4x2_t, vbfloat16mf4_t, bfloat16, 2, _bf16mf4x2)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf4x3_t, 21, __rvv_bfloat16mf4x3_t, vbfloat16mf4_t, bfloat16, 3, _bf16mf4x3)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf4x4_t, 21, __rvv_bfloat16mf4x4_t, vbfloat16mf4_t, bfloat16, 4, _bf16mf4x4)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf4x5_t, 21, __rvv_bfloat16mf4x5_t, vbfloat16mf4_t, bfloat16, 5, _bf16mf4x5)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf4x6_t, 21, __rvv_bfloat16mf4x6_t, vbfloat16mf4_t, bfloat16, 6, _bf16mf4x6)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf4x7_t, 21, __rvv_bfloat16mf4x7_t, vbfloat16mf4_t, bfloat16, 7, _bf16mf4x7)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf4x8_t, 21, __rvv_bfloat16mf4x8_t, vbfloat16mf4_t, bfloat16, 8, _bf16mf4x8)
+/* LMUL = 1/2. */
+DEF_RVV_TYPE (vbfloat16mf2_t, 19, __rvv_bfloat16mf2_t, bfloat16, RVVMF2BF, _bf16mf2,
+	      _bf16, _e16mf2)
+/* Define tuple types for SEW = 16, LMUL = MF2.  */
+DEF_RVV_TUPLE_TYPE (vbfloat16mf2x2_t, 21, __rvv_bfloat16mf2x2_t, vbfloat16mf2_t, bfloat16, 2, _bf16mf2x2)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf2x3_t, 21, __rvv_bfloat16mf2x3_t, vbfloat16mf2_t, bfloat16, 3, _bf16mf2x3)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf2x4_t, 21, __rvv_bfloat16mf2x4_t, vbfloat16mf2_t, bfloat16, 4, _bf16mf2x4)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf2x5_t, 21, __rvv_bfloat16mf2x5_t, vbfloat16mf2_t, bfloat16, 5, _bf16mf2x5)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf2x6_t, 21, __rvv_bfloat16mf2x6_t, vbfloat16mf2_t, bfloat16, 6, _bf16mf2x6)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf2x7_t, 21, __rvv_bfloat16mf2x7_t, vbfloat16mf2_t, bfloat16, 7, _bf16mf2x7)
+DEF_RVV_TUPLE_TYPE (vbfloat16mf2x8_t, 21, __rvv_bfloat16mf2x8_t, vbfloat16mf2_t, bfloat16, 8, _bf16mf2x8)
+/* LMUL = 1.  */
+DEF_RVV_TYPE (vbfloat16m1_t, 18, __rvv_bfloat16m1_t, bfloat16, RVVM1BF, _bf16m1,
+	      _bf16, _e16m1)
+/* Define tuple types for SEW = 16, LMUL = M1.  */
+DEF_RVV_TUPLE_TYPE (vbfloat16m1x2_t, 20, __rvv_bfloat16m1x2_t, vbfloat16m1_t, bfloat16, 2, _bf16m1x2)
+DEF_RVV_TUPLE_TYPE (vbfloat16m1x3_t, 20, __rvv_bfloat16m1x3_t, vbfloat16m1_t, bfloat16, 3, _bf16m1x3)
+DEF_RVV_TUPLE_TYPE (vbfloat16m1x4_t, 20, __rvv_bfloat16m1x4_t, vbfloat16m1_t, bfloat16, 4, _bf16m1x4)
+DEF_RVV_TUPLE_TYPE (vbfloat16m1x5_t, 20, __rvv_bfloat16m1x5_t, vbfloat16m1_t, bfloat16, 5, _bf16m1x5)
+DEF_RVV_TUPLE_TYPE (vbfloat16m1x6_t, 20, __rvv_bfloat16m1x6_t, vbfloat16m1_t, bfloat16, 6, _bf16m1x6)
+DEF_RVV_TUPLE_TYPE (vbfloat16m1x7_t, 20, __rvv_bfloat16m1x7_t, vbfloat16m1_t, bfloat16, 7, _bf16m1x7)
+DEF_RVV_TUPLE_TYPE (vbfloat16m1x8_t, 20, __rvv_bfloat16m1x8_t, vbfloat16m1_t, bfloat16, 8, _bf16m1x8)
+/* LMUL = 2.  */
+DEF_RVV_TYPE (vbfloat16m2_t, 18, __rvv_bfloat16m2_t, bfloat16, RVVM2BF, _bf16m2,
+	      _bf16, _e16m2)
+/* Define tuple types for SEW = 16, LMUL = M2.  */
+DEF_RVV_TUPLE_TYPE (vbfloat16m2x2_t, 20, __rvv_bfloat16m2x2_t, vbfloat16m2_t, bfloat16, 2, _bf16m2x2)
+DEF_RVV_TUPLE_TYPE (vbfloat16m2x3_t, 20, __rvv_bfloat16m2x3_t, vbfloat16m2_t, bfloat16, 3, _bf16m2x3)
+DEF_RVV_TUPLE_TYPE (vbfloat16m2x4_t, 20, __rvv_bfloat16m2x4_t, vbfloat16m2_t, bfloat16, 4, _bf16m2x4)
+/* LMUL = 4.  */
+DEF_RVV_TYPE (vbfloat16m4_t, 18, __rvv_bfloat16m4_t, bfloat16, RVVM4BF, _bf16m4,
+	      _bf16, _e16m4)
+/* Define tuple types for SEW = 16, LMUL = M4.  */
+DEF_RVV_TUPLE_TYPE (vbfloat16m4x2_t, 20, __rvv_bfloat16m4x2_t, vbfloat16m4_t, bfloat16, 2, _bf16m4x2)
+/* LMUL = 8.  */
+DEF_RVV_TYPE (vbfloat16m8_t, 18, __rvv_bfloat16m8_t, bfloat16, RVVM8BF, _bf16m8,
+	      _bf16, _e16m8)
+
 /* Enabled if TARGET_VECTOR_ELEN_FP_16 && (TARGET_ZVFH or TARGET_ZVFHMIN).  */
 /* LMUL = 1/4.  */
 DEF_RVV_TYPE (vfloat16mf4_t, 18, __rvv_float16mf4_t, float16, RVVMF4HF, _f16mf4,
@@ -630,6 +681,8 @@  DEF_RVV_BASE_TYPE (double_trunc_scalar, get_scalar_type (type_idx))
 DEF_RVV_BASE_TYPE (double_trunc_signed_vector, get_vector_type (type_idx))
 DEF_RVV_BASE_TYPE (double_trunc_unsigned_vector, get_vector_type (type_idx))
 DEF_RVV_BASE_TYPE (double_trunc_unsigned_scalar, get_scalar_type (type_idx))
+DEF_RVV_BASE_TYPE (double_trunc_bfloat_scalar, get_scalar_type (type_idx))
+DEF_RVV_BASE_TYPE (double_trunc_bfloat_vector, get_vector_type (type_idx))
 DEF_RVV_BASE_TYPE (double_trunc_float_vector, get_vector_type (type_idx))
 DEF_RVV_BASE_TYPE (float_vector, get_vector_type (type_idx))
 DEF_RVV_BASE_TYPE (lmul1_vector, get_vector_type (type_idx))
diff --git a/gcc/config/riscv/riscv-vector-builtins.h b/gcc/config/riscv/riscv-vector-builtins.h
index 05d18ae1322..56dbe2cf0e2 100644
--- a/gcc/config/riscv/riscv-vector-builtins.h
+++ b/gcc/config/riscv/riscv-vector-builtins.h
@@ -109,6 +109,7 @@  static const unsigned int CP_WRITE_CSR = 1U << 5;
 #define RVV_REQUIRE_FULL_V (1 << 4) /* Require Full 'V' extension.  */
 #define RVV_REQUIRE_MIN_VLEN_64 (1 << 5)	/* Require TARGET_MIN_VLEN >= 64.  */
 #define RVV_REQUIRE_ELEN_FP_16 (1 << 6) /* Require FP ELEN >= 32.  */
+#define RVV_REQUIRE_ELEN_BF_16 (1 << 7) /* Require BF16.  */
 
 /* Enumerates the required extensions.  */
 enum required_ext
diff --git a/gcc/config/riscv/riscv-vector-switch.def b/gcc/config/riscv/riscv-vector-switch.def
index 452283b7416..de72e415fe8 100644
--- a/gcc/config/riscv/riscv-vector-switch.def
+++ b/gcc/config/riscv/riscv-vector-switch.def
@@ -43,6 +43,7 @@  Encode SEW and LMUL into data types.
    |DF   |RVVM1DF|RVVM2DF|RVVM4DF|RVVM8DF|N/A     |N/A     |N/A     |
    |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|RVVMF2SF|N/A     |N/A     |
    |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|RVVMF4HF|N/A     |
+   |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|RVVMF4BF|N/A     |
 
 There are the following data types for ELEN = 32.
 
@@ -52,6 +53,7 @@  There are the following data types for ELEN = 32.
   |QI   |RVVM1QI|RVVM2QI|RVVM4QI|RVVM8QI|RVVMF2QI|RVVMF4QI|N/A     |
   |SF   |RVVM1SF|RVVM2SF|RVVM4SF|RVVM8SF|N/A     |N/A     |N/A     |
   |HF   |RVVM1HF|RVVM2HF|RVVM4HF|RVVM8HF|RVVMF2HF|N/A     |N/A     |
+  |BF   |RVVM1BF|RVVM2BF|RVVM4BF|RVVM8BF|RVVMF2BF|N/A     |N/A     |
 
 Encode the ratio of SEW/LMUL into the mask types.
    There are the following mask types.
@@ -93,6 +95,14 @@  ENTRY (RVVM1HI, true, LMUL_1, 16)
 ENTRY (RVVMF2HI, !TARGET_XTHEADVECTOR, LMUL_F2, 32)
 ENTRY (RVVMF4HI, TARGET_MIN_VLEN > 32 && !TARGET_XTHEADVECTOR, LMUL_F4, 64)
 
+/* Disable modes if TARGET_MIN_VLEN == 32 or !TARGET_VECTOR_ELEN_BF_16.  */
+ENTRY (RVVM8BF, TARGET_VECTOR_ELEN_BF_16, LMUL_8, 2)
+ENTRY (RVVM4BF, TARGET_VECTOR_ELEN_BF_16, LMUL_4, 4)
+ENTRY (RVVM2BF, TARGET_VECTOR_ELEN_BF_16, LMUL_2, 8)
+ENTRY (RVVM1BF, TARGET_VECTOR_ELEN_BF_16, LMUL_1, 16)
+ENTRY (RVVMF2BF, TARGET_VECTOR_ELEN_BF_16, LMUL_F2, 32)
+ENTRY (RVVMF4BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, LMUL_F4, 64)
+
 /* Disable modes if TARGET_MIN_VLEN == 32 or !TARGET_VECTOR_ELEN_FP_16.  */
 ENTRY (RVVM8HF, TARGET_VECTOR_ELEN_FP_16, LMUL_8, 2)
 ENTRY (RVVM4HF, TARGET_VECTOR_ELEN_FP_16, LMUL_4, 4)
@@ -198,6 +208,32 @@  TUPLE_ENTRY (RVVM1x2HI, true, RVVM1HI, 2, LMUL_1, 16)
 TUPLE_ENTRY (RVVMF2x2HI, !TARGET_XTHEADVECTOR, RVVMF2HI, 2, LMUL_F2, 32)
 TUPLE_ENTRY (RVVMF4x2HI, TARGET_MIN_VLEN > 32 && !TARGET_XTHEADVECTOR, RVVMF4HI, 2, LMUL_F4, 64)
 
+TUPLE_ENTRY (RVVM1x8BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 8, LMUL_1, 16)
+TUPLE_ENTRY (RVVMF2x8BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 8, LMUL_F2, 32)
+TUPLE_ENTRY (RVVMF4x8BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 8, LMUL_F4, 64)
+TUPLE_ENTRY (RVVM1x7BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 7, LMUL_1, 16)
+TUPLE_ENTRY (RVVMF2x7BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 7, LMUL_F2, 32)
+TUPLE_ENTRY (RVVMF4x7BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 7, LMUL_F4, 64)
+TUPLE_ENTRY (RVVM1x6BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 6, LMUL_1, 16)
+TUPLE_ENTRY (RVVMF2x6BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 6, LMUL_F2, 32)
+TUPLE_ENTRY (RVVMF4x6BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 6, LMUL_F4, 64)
+TUPLE_ENTRY (RVVM1x5BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 5, LMUL_1, 16)
+TUPLE_ENTRY (RVVMF2x5BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 5, LMUL_F2, 32)
+TUPLE_ENTRY (RVVMF4x5BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 5, LMUL_F4, 64)
+TUPLE_ENTRY (RVVM2x4BF, TARGET_VECTOR_ELEN_BF_16, RVVM2BF, 4, LMUL_2, 8)
+TUPLE_ENTRY (RVVM1x4BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 4, LMUL_1, 16)
+TUPLE_ENTRY (RVVMF2x4BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 4, LMUL_F2, 32)
+TUPLE_ENTRY (RVVMF4x4BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 4, LMUL_F4, 64)
+TUPLE_ENTRY (RVVM2x3BF, TARGET_VECTOR_ELEN_BF_16, RVVM2BF, 3, LMUL_2, 8)
+TUPLE_ENTRY (RVVM1x3BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 3, LMUL_1, 16)
+TUPLE_ENTRY (RVVMF2x3BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 3, LMUL_F2, 32)
+TUPLE_ENTRY (RVVMF4x3BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 3, LMUL_F4, 64)
+TUPLE_ENTRY (RVVM4x2BF, TARGET_VECTOR_ELEN_BF_16, RVVM4BF, 2, LMUL_4, 4)
+TUPLE_ENTRY (RVVM2x2BF, TARGET_VECTOR_ELEN_BF_16, RVVM2BF, 2, LMUL_2, 8)
+TUPLE_ENTRY (RVVM1x2BF, TARGET_VECTOR_ELEN_BF_16, RVVM1BF, 2, LMUL_1, 16)
+TUPLE_ENTRY (RVVMF2x2BF, TARGET_VECTOR_ELEN_BF_16, RVVMF2BF, 2, LMUL_F2, 32)
+TUPLE_ENTRY (RVVMF4x2BF, TARGET_VECTOR_ELEN_BF_16 && TARGET_MIN_VLEN > 32, RVVMF4BF, 2, LMUL_F4, 64)
+
 TUPLE_ENTRY (RVVM1x8HF, TARGET_VECTOR_ELEN_FP_16, RVVM1HF, 8, LMUL_1, 16)
 TUPLE_ENTRY (RVVMF2x8HF, TARGET_VECTOR_ELEN_FP_16 && !TARGET_XTHEADVECTOR, RVVMF2HF, 8, LMUL_F2, 32)
 TUPLE_ENTRY (RVVMF4x8HF, TARGET_VECTOR_ELEN_FP_16 && TARGET_MIN_VLEN > 32 && !TARGET_XTHEADVECTOR, RVVMF4HF, 8, LMUL_F4, 64)