On Tue, 20 Jun 2023, juzhe.zh...@rivai.ai wrote:

> From: Ju-Zhe Zhong <juzhe.zh...@rivai.ai>
> 
> This patch is apply LEN_MASK_{LOAD,STORE} into vectorizer.
> I refactor gimple IR build to make codes look cleaner.
> 
> gcc/ChangeLog:
> 
>         * internal-fn.cc (expand_partial_store_optab_fn): Add 
> LEN_MASK_{LOAD,STORE} vectorizer support.
>         (internal_load_fn_p): Ditto.
>         (internal_store_fn_p): Ditto.
>         (internal_fn_mask_index): Ditto.
>         (internal_fn_stored_value_index): Ditto.
>         (internal_len_load_store_bias): Ditto.
>         * optabs-query.cc (can_vec_mask_load_store_p): Ditto.
>         (get_len_load_store_mode): Ditto.
>         * tree-vect-stmts.cc (check_load_store_for_partial_vectors): Ditto.
>         (get_all_ones_mask): New function.
>         (vectorizable_store): Add LEN_MASK_{LOAD,STORE} vectorizer support.
>         (vectorizable_load): Ditto.
> 
> ---
>  gcc/internal-fn.cc     |  35 +++++-
>  gcc/optabs-query.cc    |  25 +++-
>  gcc/tree-vect-stmts.cc | 259 +++++++++++++++++++++++++----------------
>  3 files changed, 213 insertions(+), 106 deletions(-)
> 
> diff --git a/gcc/internal-fn.cc b/gcc/internal-fn.cc
> index c911ae790cb..e10c21de5f1 100644
> --- a/gcc/internal-fn.cc
> +++ b/gcc/internal-fn.cc
> @@ -2949,7 +2949,7 @@ expand_partial_load_optab_fn (internal_fn, gcall *stmt, 
> convert_optab optab)
>   * OPTAB.  */
>  
>  static void
> -expand_partial_store_optab_fn (internal_fn, gcall *stmt, convert_optab optab)
> +expand_partial_store_optab_fn (internal_fn ifn, gcall *stmt, convert_optab 
> optab)
>  {
>    class expand_operand ops[5];
>    tree type, lhs, rhs, maskt, biast;
> @@ -2957,7 +2957,7 @@ expand_partial_store_optab_fn (internal_fn, gcall 
> *stmt, convert_optab optab)
>    insn_code icode;
>  
>    maskt = gimple_call_arg (stmt, 2);
> -  rhs = gimple_call_arg (stmt, 3);
> +  rhs = gimple_call_arg (stmt, internal_fn_stored_value_index (ifn));
>    type = TREE_TYPE (rhs);
>    lhs = expand_call_mem_ref (type, stmt, 0);
>  
> @@ -4435,6 +4435,7 @@ internal_load_fn_p (internal_fn fn)
>      case IFN_GATHER_LOAD:
>      case IFN_MASK_GATHER_LOAD:
>      case IFN_LEN_LOAD:
> +    case IFN_LEN_MASK_LOAD:
>        return true;
>  
>      default:
> @@ -4455,6 +4456,7 @@ internal_store_fn_p (internal_fn fn)
>      case IFN_SCATTER_STORE:
>      case IFN_MASK_SCATTER_STORE:
>      case IFN_LEN_STORE:
> +    case IFN_LEN_MASK_STORE:
>        return true;
>  
>      default:
> @@ -4494,6 +4496,10 @@ internal_fn_mask_index (internal_fn fn)
>      case IFN_MASK_STORE_LANES:
>        return 2;
>  
> +    case IFN_LEN_MASK_LOAD:
> +    case IFN_LEN_MASK_STORE:
> +      return 3;
> +
>      case IFN_MASK_GATHER_LOAD:
>      case IFN_MASK_SCATTER_STORE:
>        return 4;
> @@ -4519,6 +4525,9 @@ internal_fn_stored_value_index (internal_fn fn)
>      case IFN_LEN_STORE:
>        return 3;
>  
> +    case IFN_LEN_MASK_STORE:
> +      return 4;
> +
>      default:
>        return -1;
>      }
> @@ -4583,13 +4592,31 @@ internal_len_load_store_bias (internal_fn ifn, 
> machine_mode mode)
>  {
>    optab optab = direct_internal_fn_optab (ifn);
>    insn_code icode = direct_optab_handler (optab, mode);
> +  int bias_argno = 3;
> +  if (icode == CODE_FOR_nothing)
> +    {
> +      machine_mode mask_mode
> +     = targetm.vectorize.get_mask_mode (mode).require ();
> +      if (ifn == IFN_LEN_LOAD)
> +     {
> +       /* Try LEN_MASK_LOAD.  */
> +       optab = direct_internal_fn_optab (IFN_LEN_MASK_LOAD);
> +     }
> +      else
> +     {
> +       /* Try LEN_MASK_STORE.  */
> +       optab = direct_internal_fn_optab (IFN_LEN_MASK_STORE);
> +     }
> +      icode = convert_optab_handler (optab, mode, mask_mode);
> +      bias_argno = 4;
> +    }
>  
>    if (icode != CODE_FOR_nothing)
>      {
>        /* For now we only support biases of 0 or -1.  Try both of them.  */
> -      if (insn_operand_matches (icode, 3, GEN_INT (0)))
> +      if (insn_operand_matches (icode, bias_argno, GEN_INT (0)))
>       return 0;
> -      if (insn_operand_matches (icode, 3, GEN_INT (-1)))
> +      if (insn_operand_matches (icode, bias_argno, GEN_INT (-1)))
>       return -1;
>      }
>  
> diff --git a/gcc/optabs-query.cc b/gcc/optabs-query.cc
> index 276f8408dd7..4394d391200 100644
> --- a/gcc/optabs-query.cc
> +++ b/gcc/optabs-query.cc
> @@ -566,11 +566,14 @@ can_vec_mask_load_store_p (machine_mode mode,
>                          bool is_load)
>  {
>    optab op = is_load ? maskload_optab : maskstore_optab;
> +  optab len_op = is_load ? len_maskload_optab : len_maskstore_optab;
>    machine_mode vmode;
>  
>    /* If mode is vector mode, check it directly.  */
>    if (VECTOR_MODE_P (mode))
> -    return convert_optab_handler (op, mode, mask_mode) != CODE_FOR_nothing;
> +    return convert_optab_handler (op, mode, mask_mode) != CODE_FOR_nothing
> +        || convert_optab_handler (len_op, mode, mask_mode)
> +             != CODE_FOR_nothing;
>  
>    /* Otherwise, return true if there is some vector mode with
>       the mask load/store supported.  */
> @@ -584,7 +587,9 @@ can_vec_mask_load_store_p (machine_mode mode,
>    vmode = targetm.vectorize.preferred_simd_mode (smode);
>    if (VECTOR_MODE_P (vmode)
>        && targetm.vectorize.get_mask_mode (vmode).exists (&mask_mode)
> -      && convert_optab_handler (op, vmode, mask_mode) != CODE_FOR_nothing)
> +      && (convert_optab_handler (op, vmode, mask_mode) != CODE_FOR_nothing
> +       || convert_optab_handler (len_op, vmode, mask_mode)
> +            != CODE_FOR_nothing))
>      return true;
>  
>    auto_vector_modes vector_modes;
> @@ -592,7 +597,9 @@ can_vec_mask_load_store_p (machine_mode mode,
>    for (machine_mode base_mode : vector_modes)
>      if (related_vector_mode (base_mode, smode).exists (&vmode)
>       && targetm.vectorize.get_mask_mode (vmode).exists (&mask_mode)
> -     && convert_optab_handler (op, vmode, mask_mode) != CODE_FOR_nothing)
> +     && (convert_optab_handler (op, vmode, mask_mode) != CODE_FOR_nothing
> +         || convert_optab_handler (len_op, vmode, mask_mode)
> +              != CODE_FOR_nothing))
>        return true;
>    return false;
>  }
> @@ -608,17 +615,27 @@ opt_machine_mode
>  get_len_load_store_mode (machine_mode mode, bool is_load)
>  {
>    optab op = is_load ? len_load_optab : len_store_optab;
> +  optab masked_op = is_load ? len_maskload_optab : len_maskstore_optab;
>    gcc_assert (VECTOR_MODE_P (mode));
>  
>    /* Check if length in lanes supported for this mode directly.  */
>    if (direct_optab_handler (op, mode))
>      return mode;
>  
> +  /* Check if length in lanes supported by len_maskload/store.  */
> +  machine_mode mask_mode;
> +  if (targetm.vectorize.get_mask_mode (mode).exists (&mask_mode)
> +      && convert_optab_handler (masked_op, mode, mask_mode) != 
> CODE_FOR_nothing)
> +    return mode;
> +
>    /* Check if length in bytes supported for same vector size VnQI.  */
>    machine_mode vmode;
>    poly_uint64 nunits = GET_MODE_SIZE (mode);
>    if (related_vector_mode (mode, QImode, nunits).exists (&vmode)
> -      && direct_optab_handler (op, vmode))
> +      && (direct_optab_handler (op, vmode)
> +       || (targetm.vectorize.get_mask_mode (vmode).exists (&mask_mode)
> +           && convert_optab_handler (masked_op, vmode, mask_mode)
> +                != CODE_FOR_nothing)))
>      return vmode;
>  
>    return opt_machine_mode ();
> diff --git a/gcc/tree-vect-stmts.cc b/gcc/tree-vect-stmts.cc
> index 056a0ecb2be..45bc1e4b5bc 100644
> --- a/gcc/tree-vect-stmts.cc
> +++ b/gcc/tree-vect-stmts.cc
> @@ -1819,16 +1819,17 @@ check_load_store_for_partial_vectors (loop_vec_info 
> loop_vinfo, tree vectype,
>    poly_uint64 nunits = TYPE_VECTOR_SUBPARTS (vectype);
>    poly_uint64 vf = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
>    machine_mode mask_mode;
> +  machine_mode vmode;
>    bool using_partial_vectors_p = false;
>    if (targetm.vectorize.get_mask_mode (vecmode).exists (&mask_mode)
> -      && can_vec_mask_load_store_p (vecmode, mask_mode, is_load))
> +      && can_vec_mask_load_store_p (vecmode, mask_mode, is_load)
> +      && !get_len_load_store_mode (vecmode, is_load).exists (&vmode))
>      {
>        nvectors = group_memory_nvectors (group_size * vf, nunits);
>        vect_record_loop_mask (loop_vinfo, masks, nvectors, vectype, 
> scalar_mask);
>        using_partial_vectors_p = true;
>      }
>  
> -  machine_mode vmode;
>    if (get_len_load_store_mode (vecmode, is_load).exists (&vmode))
>      {
>        nvectors = group_memory_nvectors (group_size * vf, nunits);

Can you instead swap both checks and do an else if for the mask case?
If we ever record both len and mask we will fail the vectorization
anyway.

> @@ -2809,6 +2810,17 @@ vect_build_zero_merge_argument (vec_info *vinfo,
>    return vect_init_vector (vinfo, stmt_info, merge, vectype, NULL);
>  }
>  
> +/* Get all-ones vector mask for corresponding maskmode.  */
> +
> +static tree
> +get_all_ones_mask (machine_mode maskmode)
> +{
> +  poly_uint64 nunits = GET_MODE_NUNITS (maskmode);
> +  tree masktype = build_truth_vector_type_for_mode (nunits, maskmode);
> +  tree mask = build_int_cst (TREE_TYPE (masktype), 1);

I think you want build_all_ones_cst (masktype), using '1' looks wrong
at least.  The alternative is constant_boolean_node (true, masktype).

> +  return build_vector_from_val (masktype, mask);
> +}
> +
>  /* Build a gather load call while vectorizing STMT_INFO.  Insert new
>     instructions before GSI and add them to VEC_STMT.  GS_INFO describes
>     the gather load operation.  If the load is conditional, MASK is the
> @@ -8945,56 +8957,80 @@ vectorizable_store (vec_info *vinfo,
>               }
>  
>             /* Arguments are ready.  Create the new vector stmt.  */
> -           if (final_mask)
> +           if (final_mask || loop_lens)
>               {

I've seen the later refactoring patch but it seems garbled white-space
wise (this is also a case where context diffs would make review easier).

As said I'd like to see

        if (loop_lens)
          ... produce 'len' argument ...

        if ((loop_lens || final_mask)
            && use-len-mask)
          ..
        else if (loop_lens && use-len)
          ..
        else if (final_mask && use-mask)
          ..

maybe it is that, but it's hard to identify :/  It would be nice
to do the optab queries only once and compute a
partial_or_mask_vector_ifn in the analysis phase when we register 
lens/masks
so we don't have to re-do that.  Like the

+                           if (targetm.vectorize.get_mask_mode 
(vmode).exists (
+                                 &maskmode)
+                               && can_vec_mask_load_store_p (vmode, 
maskmode,
+                                                             false))

stuff.  If we arrive here we know we can code-generate with lengths
if loop_lens and with masks when final_mask (and with both when both).
What we don't easily know is whether we have to use
LEN_MASK_LOAD when just 'final_mask' or just 'loop_lens' and that's
something we should know as well in a more easy way.  With a
partial_or_mask_vector_ifn we could just switch () on that.

That said, your patch seems to at least commpute the len only once
(this original patch, not the unreadable "refactoring").

Richard.

> +               gcall *call;
>                 tree ptr = build_int_cst (ref_type, align * BITS_PER_UNIT);
> -               gcall *call
> -                 = gimple_build_call_internal (IFN_MASK_STORE, 4,
> -                                               dataref_ptr, ptr,
> -                                               final_mask, vec_oprnd);
> -               gimple_call_set_nothrow (call, true);
> -               vect_finish_stmt_generation (vinfo, stmt_info, call, gsi);
> -               new_stmt = call;
> -             }
> -           else if (loop_lens)
> -             {
>                 machine_mode vmode = TYPE_MODE (vectype);
> -               opt_machine_mode new_ovmode
> -                 = get_len_load_store_mode (vmode, false);
> -               machine_mode new_vmode = new_ovmode.require ();
> -               unsigned factor
> -                 = (new_ovmode == vmode) ? 1 : GET_MODE_UNIT_SIZE (vmode);
> -               tree final_len
> -                 = vect_get_loop_len (loop_vinfo, gsi, loop_lens,
> -                                      vec_num * ncopies, vectype,
> -                                      vec_num * j + i, factor);
> -               tree ptr = build_int_cst (ref_type, align * BITS_PER_UNIT);
> -               /* Need conversion if it's wrapped with VnQI.  */
> -               if (vmode != new_vmode)
> +               machine_mode new_vmode = vmode;
> +
> +               if (get_len_load_store_mode (vmode, false)
> +                     .exists (&new_vmode))
>                   {
> -                   tree new_vtype
> -                     = build_vector_type_for_mode (unsigned_intQI_type_node,
> -                                                   new_vmode);
> -                   tree var
> -                     = vect_get_new_ssa_name (new_vtype, vect_simple_var);
> -                   vec_oprnd
> -                     = build1 (VIEW_CONVERT_EXPR, new_vtype, vec_oprnd);
> -                   gassign *new_stmt
> -                     = gimple_build_assign (var, VIEW_CONVERT_EXPR,
> -                                            vec_oprnd);
> -                   vect_finish_stmt_generation (vinfo, stmt_info, new_stmt,
> -                                                gsi);
> -                   vec_oprnd = var;
> -                 }
> +                   tree final_len;
> +                   machine_mode maskmode;
> +                   unsigned factor = (new_vmode == vmode)
> +                                       ? 1
> +                                       : GET_MODE_UNIT_SIZE (vmode);
> +                   if (loop_lens)
> +                     final_len
> +                       = vect_get_loop_len (loop_vinfo, gsi, loop_lens,
> +                                            vec_num * ncopies, vectype,
> +                                            vec_num * j + i, factor);
> +                   else
> +                     {
> +                       tree iv_type = LOOP_VINFO_RGROUP_IV_TYPE (loop_vinfo);
> +                       final_len
> +                         = build_int_cst (iv_type,
> +                                          TYPE_VECTOR_SUBPARTS (vectype));
> +                     }
>  
> -               signed char biasval =
> -                 LOOP_VINFO_PARTIAL_LOAD_STORE_BIAS (loop_vinfo);
> +                   /* Need conversion if it's wrapped with VnQI.  */
> +                   if (vmode != new_vmode)
> +                     {
> +                       tree new_vtype = build_vector_type_for_mode (
> +                         unsigned_intQI_type_node, new_vmode);
> +                       tree var = vect_get_new_ssa_name (new_vtype,
> +                                                         vect_simple_var);
> +                       vec_oprnd
> +                         = build1 (VIEW_CONVERT_EXPR, new_vtype, vec_oprnd);
> +                       gassign *new_stmt
> +                         = gimple_build_assign (var, VIEW_CONVERT_EXPR,
> +                                                vec_oprnd);
> +                       vect_finish_stmt_generation (vinfo, stmt_info,
> +                                                    new_stmt, gsi);
> +                       vec_oprnd = var;
> +                     }
> +                   signed char biasval
> +                     = LOOP_VINFO_PARTIAL_LOAD_STORE_BIAS (loop_vinfo);
> +
> +                   tree bias = build_int_cst (intQI_type_node, biasval);
>  
> -               tree bias = build_int_cst (intQI_type_node, biasval);
> -               gcall *call
> -                 = gimple_build_call_internal (IFN_LEN_STORE, 5, dataref_ptr,
> -                                               ptr, final_len, vec_oprnd,
> -                                               bias);
> +                   if (targetm.vectorize.get_mask_mode (vmode).exists (
> +                         &maskmode)
> +                       && can_vec_mask_load_store_p (vmode, maskmode, false))
> +                     {
> +                       if (!final_mask)
> +                         final_mask = get_all_ones_mask (maskmode);
> +                       call
> +                         = gimple_build_call_internal (IFN_LEN_MASK_STORE, 6,
> +                                                       dataref_ptr, ptr,
> +                                                       final_len, final_mask,
> +                                                       vec_oprnd, bias);
> +                     }
> +                   else
> +                     call = gimple_build_call_internal (IFN_LEN_STORE, 5,
> +                                                        dataref_ptr, ptr,
> +                                                        final_len, vec_oprnd,
> +                                                        bias);
> +                 }
> +               else
> +                 {
> +                   gcc_assert (final_mask);
> +                   call = gimple_build_call_internal (IFN_MASK_STORE, 4,
> +                                                      dataref_ptr, ptr,
> +                                                      final_mask, vec_oprnd);
> +                 }
>                 gimple_call_set_nothrow (call, true);
>                 vect_finish_stmt_generation (vinfo, stmt_info, call, gsi);
>                 new_stmt = call;
> @@ -10304,63 +10340,90 @@ vectorizable_load (vec_info *vinfo,
>                                             align, misalign);
>                   align = least_bit_hwi (misalign | align);
>  
> -                 if (final_mask)
> +                 if (final_mask
> +                     || (loop_lens && memory_access_type != VMAT_INVARIANT))
>                     {
> -                     tree ptr = build_int_cst (ref_type,
> -                                               align * BITS_PER_UNIT);
> -                     gcall *call
> -                       = gimple_build_call_internal (IFN_MASK_LOAD, 3,
> -                                                     dataref_ptr, ptr,
> -                                                     final_mask);
> -                     gimple_call_set_nothrow (call, true);
> -                     new_stmt = call;
> -                     data_ref = NULL_TREE;
> -                   }
> -                 else if (loop_lens && memory_access_type != VMAT_INVARIANT)
> -                   {
> -                     machine_mode vmode = TYPE_MODE (vectype);
> -                     opt_machine_mode new_ovmode
> -                       = get_len_load_store_mode (vmode, true);
> -                     machine_mode new_vmode = new_ovmode.require ();
> -                     unsigned factor = (new_ovmode == vmode)
> -                                         ? 1
> -                                         : GET_MODE_UNIT_SIZE (vmode);
> -                     tree final_len
> -                       = vect_get_loop_len (loop_vinfo, gsi, loop_lens,
> -                                            vec_num * ncopies, vectype,
> -                                            vec_num * j + i, factor);
> +                     gcall *call;
>                       tree ptr
>                         = build_int_cst (ref_type, align * BITS_PER_UNIT);
> +                     machine_mode vmode = TYPE_MODE (vectype);
> +                     machine_mode new_vmode = vmode;
> +                     if (get_len_load_store_mode (vmode, true)
> +                           .exists (&new_vmode))
> +                       {
> +                         tree final_len;
> +                         machine_mode maskmode;
> +                         tree qi_type = unsigned_intQI_type_node;
> +                         signed char biasval
> +                           = LOOP_VINFO_PARTIAL_LOAD_STORE_BIAS (loop_vinfo);
> +                         tree bias
> +                           = build_int_cst (intQI_type_node, biasval);
> +                         unsigned factor = (new_vmode == vmode)
> +                                             ? 1
> +                                             : GET_MODE_UNIT_SIZE (vmode);
> +                         if (loop_lens)
> +                           final_len
> +                             = vect_get_loop_len (loop_vinfo, gsi, loop_lens,
> +                                                  vec_num * ncopies, vectype,
> +                                                  vec_num * j + i, factor);
> +                         else
> +                           {
> +                             tree iv_type
> +                               = LOOP_VINFO_RGROUP_IV_TYPE (loop_vinfo);
> +                             final_len = build_int_cst (
> +                               iv_type, TYPE_VECTOR_SUBPARTS (vectype));
> +                           }
>  
> -                     tree qi_type = unsigned_intQI_type_node;
> -
> -                     signed char biasval =
> -                       LOOP_VINFO_PARTIAL_LOAD_STORE_BIAS (loop_vinfo);
> -
> -                     tree bias = build_int_cst (intQI_type_node, biasval);
> -
> -                     gcall *call
> -                       = gimple_build_call_internal (IFN_LEN_LOAD, 4,
> -                                                     dataref_ptr, ptr,
> -                                                     final_len, bias);
> -                     gimple_call_set_nothrow (call, true);
> -                     new_stmt = call;
> -                     data_ref = NULL_TREE;
> -
> -                     /* Need conversion if it's wrapped with VnQI.  */
> -                     if (vmode != new_vmode)
> +                         if (targetm.vectorize.get_mask_mode (vmode).exists (
> +                               &maskmode)
> +                             && can_vec_mask_load_store_p (vmode, maskmode,
> +                                                           false))
> +                           {
> +                             if (!final_mask)
> +                               final_mask = get_all_ones_mask (maskmode);
> +                             call = gimple_build_call_internal (
> +                               IFN_LEN_MASK_LOAD, 5, dataref_ptr, ptr,
> +                               final_len, final_mask, bias);
> +                           }
> +                         else
> +                           {
> +                             call
> +                               = gimple_build_call_internal (IFN_LEN_LOAD, 4,
> +                                                             dataref_ptr,
> +                                                             ptr, final_len,
> +                                                             bias);
> +                           }
> +                         gimple_call_set_nothrow (call, true);
> +                         new_stmt = call;
> +                         data_ref = NULL_TREE;
> +                         /* Need conversion if it's wrapped with VnQI.  */
> +                         if (vmode != new_vmode)
> +                           {
> +                             tree new_vtype
> +                               = build_vector_type_for_mode (qi_type,
> +                                                             new_vmode);
> +                             tree var
> +                               = vect_get_new_ssa_name (new_vtype,
> +                                                        vect_simple_var);
> +                             gimple_set_lhs (call, var);
> +                             vect_finish_stmt_generation (vinfo, stmt_info,
> +                                                          call, gsi);
> +                             tree op
> +                               = build1 (VIEW_CONVERT_EXPR, vectype, var);
> +                             new_stmt
> +                               = gimple_build_assign (vec_dest,
> +                                                      VIEW_CONVERT_EXPR, op);
> +                           }
> +                       }
> +                     else
>                         {
> -                         tree new_vtype
> -                           = build_vector_type_for_mode (qi_type, new_vmode);
> -                         tree var = vect_get_new_ssa_name (new_vtype,
> -                                                           vect_simple_var);
> -                         gimple_set_lhs (call, var);
> -                         vect_finish_stmt_generation (vinfo, stmt_info, call,
> -                                                      gsi);
> -                         tree op = build1 (VIEW_CONVERT_EXPR, vectype, var);
> -                         new_stmt
> -                           = gimple_build_assign (vec_dest,
> -                                                  VIEW_CONVERT_EXPR, op);
> +                         gcc_assert (final_mask);
> +                         call = gimple_build_call_internal (IFN_MASK_LOAD, 3,
> +                                                            dataref_ptr, ptr,
> +                                                            final_mask);
> +                         gimple_call_set_nothrow (call, true);
> +                         new_stmt = call;
> +                         data_ref = NULL_TREE;
>                         }
>                     }
>                   else
> 

-- 
Richard Biener <rguent...@suse.de>
SUSE Software Solutions Germany GmbH, Frankenstrasse 146, 90461 Nuernberg,
Germany; GF: Ivo Totev, Andrew Myers, Andrew McDonald, Boudien Moerman;
HRB 36809 (AG Nuernberg)

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