/* Transformation Utilities for Loop Vectorization.
- Copyright (C) 2003,2004,2005 Free Software Foundation, Inc.
+ Copyright (C) 2003,2004,2005,2006 Free Software Foundation, Inc.
Contributed by Dorit Naishlos <dorit@il.ibm.com>
This file is part of GCC.
You should have received a copy of the GNU General Public License
along with GCC; see the file COPYING. If not, write to the Free
-Software Foundation, 59 Temple Place - Suite 330, Boston, MA
-02111-1307, USA. */
+Software Foundation, 51 Franklin Street, Fifth Floor, Boston, MA
+02110-1301, USA. */
#include "config.h"
#include "system.h"
#include "coretypes.h"
#include "tm.h"
-#include "errors.h"
#include "ggc.h"
#include "tree.h"
#include "target.h"
#include "cfgloop.h"
#include "expr.h"
#include "optabs.h"
+#include "params.h"
+#include "recog.h"
#include "tree-data-ref.h"
#include "tree-chrec.h"
#include "tree-scalar-evolution.h"
#include "langhooks.h"
#include "tree-pass.h"
#include "toplev.h"
+#include "real.h"
/* Utility functions for the code transformation. */
-static bool vect_transform_stmt (tree, block_stmt_iterator *);
-static void vect_align_data_ref (tree);
+static bool vect_transform_stmt (tree, block_stmt_iterator *, bool *);
static tree vect_create_destination_var (tree, tree);
static tree vect_create_data_ref_ptr
- (tree, block_stmt_iterator *, tree, tree *, bool);
-static tree vect_create_index_for_vector_ref (loop_vec_info);
+ (tree, block_stmt_iterator *, tree, tree *, tree *, bool, tree);
static tree vect_create_addr_base_for_vector_ref (tree, tree *, tree);
+static tree vect_setup_realignment (tree, block_stmt_iterator *, tree *);
static tree vect_get_new_vect_var (tree, enum vect_var_kind, const char *);
-static tree vect_get_vec_def_for_operand (tree, tree);
-static tree vect_init_vector (tree, tree);
+static tree vect_get_vec_def_for_operand (tree, tree, tree *);
+static tree vect_init_vector (tree, tree, tree);
static void vect_finish_stmt_generation
(tree stmt, tree vec_stmt, block_stmt_iterator *bsi);
+static bool vect_is_simple_cond (tree, loop_vec_info);
+static void update_vuses_to_preheader (tree, struct loop*);
+static void vect_create_epilog_for_reduction (tree, tree, enum tree_code, tree);
+static tree get_initial_def_for_reduction (tree, tree, tree *);
/* Utility function dealing with loop peeling (not peeling itself). */
static void vect_generate_tmps_on_preheader
static tree vect_gen_niters_for_prolog_loop (loop_vec_info, tree);
static void vect_update_init_of_dr (struct data_reference *, tree niters);
static void vect_update_inits_of_drs (loop_vec_info, tree);
-static void vect_do_peeling_for_alignment (loop_vec_info, struct loops *);
-static void vect_do_peeling_for_loop_bound
- (loop_vec_info, tree *, struct loops *);
+static int vect_min_worthwhile_factor (enum tree_code);
/* Function vect_get_new_vect_var.
const char *prefix;
tree new_vect_var;
- if (var_kind == vect_simple_var)
- prefix = "vect_";
- else
+ switch (var_kind)
+ {
+ case vect_simple_var:
+ prefix = "vect_";
+ break;
+ case vect_scalar_var:
+ prefix = "stmp_";
+ break;
+ case vect_pointer_var:
prefix = "vect_p";
+ break;
+ default:
+ gcc_unreachable ();
+ }
if (name)
new_vect_var = create_tmp_var (type, concat (prefix, name, NULL));
else
new_vect_var = create_tmp_var (type, prefix);
- return new_vect_var;
-}
-
-
-/* Function vect_create_index_for_vector_ref.
-
- Create (and return) an index variable, along with it's update chain in the
- loop. This variable will be used to access a memory location in a vector
- operation.
-
- Input:
- LOOP: The loop being vectorized.
- BSI: The block_stmt_iterator where STMT is. Any new stmts created by this
- function can be added here, or in the loop pre-header.
-
- Output:
- Return an index that will be used to index a vector array. It is expected
- that a pointer to the first vector will be used as the base address for the
- indexed reference.
-
- FORNOW: we are not trying to be efficient, just creating a new index each
- time from scratch. At this time all vector references could use the same
- index.
-
- TODO: create only one index to be used by all vector references. Record
- the index in the LOOP_VINFO the first time this procedure is called and
- return it on subsequent calls. The increment of this index must be placed
- just before the conditional expression that ends the single block loop. */
-
-static tree
-vect_create_index_for_vector_ref (loop_vec_info loop_vinfo)
-{
- tree init, step;
- block_stmt_iterator incr_bsi;
- bool insert_after;
- tree indx_before_incr, indx_after_incr;
- struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
- tree incr;
-
- /* It is assumed that the base pointer used for vectorized access contains
- the address of the first vector. Therefore the index used for vectorized
- access must be initialized to zero and incremented by 1. */
-
- init = integer_zero_node;
- step = integer_one_node;
-
- standard_iv_increment_position (loop, &incr_bsi, &insert_after);
- create_iv (init, step, NULL_TREE, loop, &incr_bsi, insert_after,
- &indx_before_incr, &indx_after_incr);
- incr = bsi_stmt (incr_bsi);
- get_stmt_operands (incr);
- set_stmt_info (stmt_ann (incr), new_stmt_vec_info (incr, loop_vinfo));
+ /* Mark vector typed variable as a gimple register variable. */
+ if (TREE_CODE (type) == VECTOR_TYPE)
+ DECL_GIMPLE_REG_P (new_vect_var) = true;
- return indx_before_incr;
+ return new_vect_var;
}
{
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info);
- tree data_ref_base =
- unshare_expr (STMT_VINFO_VECT_DR_BASE_ADDRESS (stmt_info));
+ tree data_ref_base = unshare_expr (DR_BASE_ADDRESS (dr));
tree base_name = build_fold_indirect_ref (data_ref_base);
- tree ref = DR_REF (dr);
- tree scalar_type = TREE_TYPE (ref);
- tree scalar_ptr_type = build_pointer_type (scalar_type);
tree vec_stmt;
- tree new_temp;
tree addr_base, addr_expr;
tree dest, new_stmt;
- tree base_offset = unshare_expr (STMT_VINFO_VECT_INIT_OFFSET (stmt_info));
+ tree base_offset = unshare_expr (DR_OFFSET (dr));
+ tree init = unshare_expr (DR_INIT (dr));
+ tree vect_ptr_type, addr_expr2;
/* Create base_offset */
+ base_offset = size_binop (PLUS_EXPR, base_offset, init);
dest = create_tmp_var (TREE_TYPE (base_offset), "base_off");
- add_referenced_tmp_var (dest);
+ add_referenced_var (dest);
base_offset = force_gimple_operand (base_offset, &new_stmt, false, dest);
append_to_statement_list_force (new_stmt, new_stmt_list);
if (offset)
{
tree tmp = create_tmp_var (TREE_TYPE (base_offset), "offset");
- add_referenced_tmp_var (tmp);
- offset = fold (build2 (MULT_EXPR, TREE_TYPE (offset), offset,
- STMT_VINFO_VECT_STEP (stmt_info)));
- base_offset = fold (build2 (PLUS_EXPR, TREE_TYPE (base_offset),
- base_offset, offset));
+ tree step;
+
+ /* For interleaved access step we divide STEP by the size of the
+ interleaving group. */
+ if (DR_GROUP_SIZE (stmt_info))
+ step = fold_build2 (TRUNC_DIV_EXPR, TREE_TYPE (offset), DR_STEP (dr),
+ build_int_cst (TREE_TYPE (offset),
+ DR_GROUP_SIZE (stmt_info)));
+ else
+ step = DR_STEP (dr);
+
+ add_referenced_var (tmp);
+ offset = fold_build2 (MULT_EXPR, TREE_TYPE (offset), offset, step);
+ base_offset = fold_build2 (PLUS_EXPR, TREE_TYPE (base_offset),
+ base_offset, offset);
base_offset = force_gimple_operand (base_offset, &new_stmt, false, tmp);
append_to_statement_list_force (new_stmt, new_stmt_list);
}
/* base + base_offset */
- addr_base = fold (build2 (PLUS_EXPR, TREE_TYPE (data_ref_base), data_ref_base,
- base_offset));
+ addr_base = fold_build2 (PLUS_EXPR, TREE_TYPE (data_ref_base), data_ref_base,
+ base_offset);
+
+ vect_ptr_type = build_pointer_type (STMT_VINFO_VECTYPE (stmt_info));
/* addr_expr = addr_base */
- addr_expr = vect_get_new_vect_var (scalar_ptr_type, vect_pointer_var,
+ addr_expr = vect_get_new_vect_var (vect_ptr_type, vect_pointer_var,
+ get_name (base_name));
+ add_referenced_var (addr_expr);
+ vec_stmt = fold_convert (vect_ptr_type, addr_base);
+ addr_expr2 = vect_get_new_vect_var (vect_ptr_type, vect_pointer_var,
get_name (base_name));
- add_referenced_tmp_var (addr_expr);
- vec_stmt = build2 (MODIFY_EXPR, void_type_node, addr_expr, addr_base);
- new_temp = make_ssa_name (addr_expr, vec_stmt);
- TREE_OPERAND (vec_stmt, 0) = new_temp;
- append_to_statement_list_force (vec_stmt, new_stmt_list);
+ add_referenced_var (addr_expr2);
+ vec_stmt = force_gimple_operand (vec_stmt, &new_stmt, false, addr_expr2);
+ append_to_statement_list_force (new_stmt, new_stmt_list);
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "created ");
print_generic_expr (vect_dump, vec_stmt, TDF_SLIM);
}
- return new_temp;
-}
-
-
-/* Function vect_align_data_ref.
-
- Handle mislignment of a memory accesses.
-
- FORNOW: Can't handle misaligned accesses.
- Make sure that the dataref is aligned. */
-
-static void
-vect_align_data_ref (tree stmt)
-{
- stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
- struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info);
-
- /* FORNOW: can't handle misaligned accesses;
- all accesses expected to be aligned. */
- gcc_assert (aligned_access_p (dr));
+ return vec_stmt;
}
/* Function vect_create_data_ref_ptr.
- Create a memory reference expression for vector access, to be used in a
- vector load/store stmt. The reference is based on a new pointer to vector
- type (vp).
+ Create a new pointer to vector type (vp), that points to the first location
+ accessed in the loop by STMT, along with the def-use update chain to
+ appropriately advance the pointer through the loop iterations. Also set
+ aliasing information for the pointer. This vector pointer is used by the
+ callers to this function to create a memory reference expression for vector
+ load/store access.
Input:
1. STMT: a stmt that references memory. Expected to be of the form
- MODIFY_EXPR <name, data-ref> or MODIFY_EXPR <data-ref, name>.
+ GIMPLE_MODIFY_STMT <name, data-ref> or
+ GIMPLE_MODIFY_STMT <data-ref, name>.
2. BSI: block_stmt_iterator where new stmts can be added.
3. OFFSET (optional): an offset to be added to the initial address accessed
by the data-ref in STMT.
4. ONLY_INIT: indicate if vp is to be updated in the loop, or remain
pointing to the initial address.
+ 5. TYPE: if not NULL indicates the required type of the data-ref
Output:
1. Declare a new ptr to vector_type, and have it point to the base of the
Return the initial_address in INITIAL_ADDRESS.
- 2. Create a data-reference in the loop based on the new vector pointer vp,
- and using a new index variable 'idx' as follows:
-
- vp' = vp + update
-
- where if ONLY_INIT is true:
- update = zero
- and otherwise
- update = idx + vector_type_size
+ 2. If ONLY_INIT is true, just return the initial pointer. Otherwise, also
+ update the pointer in each iteration of the loop.
- Return the pointer vp'.
+ Return the increment stmt that updates the pointer in PTR_INCR.
-
- FORNOW: handle only aligned and consecutive accesses. */
+ 3. Return the pointer. */
static tree
-vect_create_data_ref_ptr (tree stmt, block_stmt_iterator *bsi, tree offset,
- tree *initial_address, bool only_init)
+vect_create_data_ref_ptr (tree stmt,
+ block_stmt_iterator *bsi ATTRIBUTE_UNUSED,
+ tree offset, tree *initial_address, tree *ptr_incr,
+ bool only_init, tree type)
{
tree base_name;
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
tree vect_ptr_type;
tree vect_ptr;
tree tag;
- v_may_def_optype v_may_defs = STMT_V_MAY_DEF_OPS (stmt);
- v_must_def_optype v_must_defs = STMT_V_MUST_DEF_OPS (stmt);
- vuse_optype vuses = STMT_VUSE_OPS (stmt);
- int nvuses, nv_may_defs, nv_must_defs;
- int i;
tree new_temp;
tree vec_stmt;
tree new_stmt_list = NULL_TREE;
- tree idx;
edge pe = loop_preheader_edge (loop);
basic_block new_bb;
tree vect_ptr_init;
- tree vectype_size;
- tree ptr_update;
- tree data_ref_ptr;
- tree type, tmp, size;
+ struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info);
- base_name = build_fold_indirect_ref (unshare_expr (
- STMT_VINFO_VECT_DR_BASE_ADDRESS (stmt_info)));
+ base_name = build_fold_indirect_ref (unshare_expr (DR_BASE_ADDRESS (dr)));
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
{
tree data_ref_base = base_name;
- fprintf (vect_dump, "create array_ref of type: ");
+ fprintf (vect_dump, "create vector-pointer variable to type: ");
print_generic_expr (vect_dump, vectype, TDF_SLIM);
if (TREE_CODE (data_ref_base) == VAR_DECL)
fprintf (vect_dump, " vectorizing a one dimensional array ref: ");
}
/** (1) Create the new vector-pointer variable: **/
-
- vect_ptr_type = build_pointer_type (vectype);
+ if (type)
+ vect_ptr_type = build_pointer_type (type);
+ else
+ vect_ptr_type = build_pointer_type (vectype);
vect_ptr = vect_get_new_vect_var (vect_ptr_type, vect_pointer_var,
get_name (base_name));
- add_referenced_tmp_var (vect_ptr);
-
-
- /** (2) Handle aliasing information of the new vector-pointer: **/
+ add_referenced_var (vect_ptr);
+
+ /** (2) Add aliasing information to the new vector-pointer:
+ (The points-to info (DR_PTR_INFO) may be defined later.) **/
- tag = STMT_VINFO_MEMTAG (stmt_info);
+ tag = DR_MEMTAG (dr);
gcc_assert (tag);
- get_var_ann (vect_ptr)->type_mem_tag = tag;
- get_var_ann (vect_ptr)->subvars = STMT_VINFO_SUBVARS (stmt_info);
- /* Mark for renaming all aliased variables
- (i.e, the may-aliases of the type-mem-tag). */
- nvuses = NUM_VUSES (vuses);
- nv_may_defs = NUM_V_MAY_DEFS (v_may_defs);
- nv_must_defs = NUM_V_MUST_DEFS (v_must_defs);
-
- for (i = 0; i < nvuses; i++)
- {
- tree use = VUSE_OP (vuses, i);
- if (TREE_CODE (use) == SSA_NAME)
- bitmap_set_bit (vars_to_rename, var_ann (SSA_NAME_VAR (use))->uid);
- }
- for (i = 0; i < nv_may_defs; i++)
- {
- tree def = V_MAY_DEF_RESULT (v_may_defs, i);
- if (TREE_CODE (def) == SSA_NAME)
- bitmap_set_bit (vars_to_rename, var_ann (SSA_NAME_VAR (def))->uid);
- }
- for (i = 0; i < nv_must_defs; i++)
- {
- tree def = V_MUST_DEF_RESULT (v_must_defs, i);
- if (TREE_CODE (def) == SSA_NAME)
- bitmap_set_bit (vars_to_rename, var_ann (SSA_NAME_VAR (def))->uid);
- }
+ /* If tag is a variable (and NOT_A_TAG) than a new symbol memory
+ tag must be created with tag added to its may alias list. */
+ if (!MTAG_P (tag))
+ new_type_alias (vect_ptr, tag, DR_REF (dr));
+ else
+ set_symbol_mem_tag (vect_ptr, tag);
+ var_ann (vect_ptr)->subvars = DR_SUBVARS (dr);
/** (3) Calculate the initial address the vector-pointer, and set
the vector-pointer to point to it before the loop: **/
/* Create: p = (vectype *) initial_base */
vec_stmt = fold_convert (vect_ptr_type, new_temp);
- vec_stmt = build2 (MODIFY_EXPR, void_type_node, vect_ptr, vec_stmt);
- new_temp = make_ssa_name (vect_ptr, vec_stmt);
- TREE_OPERAND (vec_stmt, 0) = new_temp;
+ vec_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vect_ptr, vec_stmt);
+ vect_ptr_init = make_ssa_name (vect_ptr, vec_stmt);
+ GIMPLE_STMT_OPERAND (vec_stmt, 0) = vect_ptr_init;
new_bb = bsi_insert_on_edge_immediate (pe, vec_stmt);
gcc_assert (!new_bb);
- vect_ptr_init = TREE_OPERAND (vec_stmt, 0);
/** (4) Handle the updating of the vector-pointer inside the loop: **/
if (only_init) /* No update in loop is required. */
- return vect_ptr_init;
-
- idx = vect_create_index_for_vector_ref (loop_vinfo);
-
- /* Create: update = idx * vectype_size */
- tmp = create_tmp_var (integer_type_node, "update");
- add_referenced_tmp_var (tmp);
- size = TYPE_SIZE (vect_ptr_type);
- type = lang_hooks.types.type_for_size (tree_low_cst (size, 1), 1);
- ptr_update = create_tmp_var (type, "update");
- add_referenced_tmp_var (ptr_update);
- vectype_size = TYPE_SIZE_UNIT (vectype);
- vec_stmt = build2 (MULT_EXPR, integer_type_node, idx, vectype_size);
- vec_stmt = build2 (MODIFY_EXPR, void_type_node, tmp, vec_stmt);
- new_temp = make_ssa_name (tmp, vec_stmt);
- TREE_OPERAND (vec_stmt, 0) = new_temp;
- bsi_insert_before (bsi, vec_stmt, BSI_SAME_STMT);
- vec_stmt = fold_convert (type, new_temp);
- vec_stmt = build2 (MODIFY_EXPR, void_type_node, ptr_update, vec_stmt);
- new_temp = make_ssa_name (ptr_update, vec_stmt);
- TREE_OPERAND (vec_stmt, 0) = new_temp;
- bsi_insert_before (bsi, vec_stmt, BSI_SAME_STMT);
+ {
+ /* Copy the points-to information if it exists. */
+ if (DR_PTR_INFO (dr))
+ duplicate_ssa_name_ptr_info (vect_ptr_init, DR_PTR_INFO (dr));
+ return vect_ptr_init;
+ }
+ else
+ {
+ block_stmt_iterator incr_bsi;
+ bool insert_after;
+ tree indx_before_incr, indx_after_incr;
+ tree incr;
+
+ standard_iv_increment_position (loop, &incr_bsi, &insert_after);
+ create_iv (vect_ptr_init,
+ fold_convert (vect_ptr_type, TYPE_SIZE_UNIT (vectype)),
+ NULL_TREE, loop, &incr_bsi, insert_after,
+ &indx_before_incr, &indx_after_incr);
+ incr = bsi_stmt (incr_bsi);
+ set_stmt_info (stmt_ann (incr),
+ new_stmt_vec_info (incr, loop_vinfo));
+
+ /* Copy the points-to information if it exists. */
+ if (DR_PTR_INFO (dr))
+ {
+ duplicate_ssa_name_ptr_info (indx_before_incr, DR_PTR_INFO (dr));
+ duplicate_ssa_name_ptr_info (indx_after_incr, DR_PTR_INFO (dr));
+ }
+ merge_alias_info (vect_ptr_init, indx_before_incr);
+ merge_alias_info (vect_ptr_init, indx_after_incr);
+ if (ptr_incr)
+ *ptr_incr = incr;
- /* Create: data_ref_ptr = vect_ptr_init + update */
- vec_stmt = build2 (PLUS_EXPR, vect_ptr_type, vect_ptr_init, new_temp);
- vec_stmt = build2 (MODIFY_EXPR, void_type_node, vect_ptr, vec_stmt);
- new_temp = make_ssa_name (vect_ptr, vec_stmt);
- TREE_OPERAND (vec_stmt, 0) = new_temp;
- bsi_insert_before (bsi, vec_stmt, BSI_SAME_STMT);
- data_ref_ptr = TREE_OPERAND (vec_stmt, 0);
+ return indx_before_incr;
+ }
+}
+
+
+/* Function bump_vector_ptr
+
+ Increment a pointer (to a vector type) by vector-size. Connect the new
+ increment stmt to the existing def-use update-chain of the pointer.
+
+ The pointer def-use update-chain before this function:
+ DATAREF_PTR = phi (p_0, p_2)
+ ....
+ PTR_INCR: p_2 = DATAREF_PTR + step
+
+ The pointer def-use update-chain after this function:
+ DATAREF_PTR = phi (p_0, p_2)
+ ....
+ NEW_DATAREF_PTR = DATAREF_PTR + vector_size
+ ....
+ PTR_INCR: p_2 = NEW_DATAREF_PTR + step
+
+ Input:
+ DATAREF_PTR - ssa_name of a pointer (to vector type) that is being updated
+ in the loop.
+ PTR_INCR - the stmt that updates the pointer in each iteration of the loop.
+ The increment amount across iterations is also expected to be
+ vector_size.
+ BSI - location where the new update stmt is to be placed.
+ STMT - the original scalar memory-access stmt that is being vectorized.
+
+ Output: Return NEW_DATAREF_PTR as illustrated above.
+
+*/
+
+static tree
+bump_vector_ptr (tree dataref_ptr, tree ptr_incr, block_stmt_iterator *bsi,
+ tree stmt)
+{
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info);
+ tree vectype = STMT_VINFO_VECTYPE (stmt_info);
+ tree vptr_type = TREE_TYPE (dataref_ptr);
+ tree ptr_var = SSA_NAME_VAR (dataref_ptr);
+ tree update = fold_convert (vptr_type, TYPE_SIZE_UNIT (vectype));
+ tree incr_stmt;
+ ssa_op_iter iter;
+ use_operand_p use_p;
+ tree new_dataref_ptr;
+
+ incr_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, ptr_var,
+ build2 (PLUS_EXPR, vptr_type, dataref_ptr, update));
+ new_dataref_ptr = make_ssa_name (ptr_var, incr_stmt);
+ GIMPLE_STMT_OPERAND (incr_stmt, 0) = new_dataref_ptr;
+ vect_finish_stmt_generation (stmt, incr_stmt, bsi);
+
+ /* Update the vector-pointer's cross-iteration increment. */
+ FOR_EACH_SSA_USE_OPERAND (use_p, ptr_incr, iter, SSA_OP_USE)
+ {
+ tree use = USE_FROM_PTR (use_p);
+
+ if (use == dataref_ptr)
+ SET_USE (use_p, new_dataref_ptr);
+ else
+ gcc_assert (tree_int_cst_compare (use, update) == 0);
+ }
+
+ /* Copy the points-to information if it exists. */
+ if (DR_PTR_INFO (dr))
+ duplicate_ssa_name_ptr_info (new_dataref_ptr, DR_PTR_INFO (dr));
+ merge_alias_info (new_dataref_ptr, dataref_ptr);
- return data_ref_ptr;
+ return new_dataref_ptr;
}
{
tree vec_dest;
const char *new_name;
+ tree type;
+ enum vect_var_kind kind;
+
+ kind = vectype ? vect_simple_var : vect_scalar_var;
+ type = vectype ? vectype : TREE_TYPE (scalar_dest);
gcc_assert (TREE_CODE (scalar_dest) == SSA_NAME);
new_name = get_name (scalar_dest);
if (!new_name)
new_name = "var_";
- vec_dest = vect_get_new_vect_var (vectype, vect_simple_var, new_name);
- add_referenced_tmp_var (vec_dest);
+ vec_dest = vect_get_new_vect_var (type, kind, new_name);
+ add_referenced_var (vec_dest);
return vec_dest;
}
used in the vectorization of STMT. */
static tree
-vect_init_vector (tree stmt, tree vector_var)
+vect_init_vector (tree stmt, tree vector_var, tree vector_type)
{
stmt_vec_info stmt_vinfo = vinfo_for_stmt (stmt);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_vinfo);
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
tree new_var;
tree init_stmt;
- tree vectype = STMT_VINFO_VECTYPE (stmt_vinfo);
tree vec_oprnd;
edge pe;
tree new_temp;
basic_block new_bb;
- new_var = vect_get_new_vect_var (vectype, vect_simple_var, "cst_");
- add_referenced_tmp_var (new_var);
+ new_var = vect_get_new_vect_var (vector_type, vect_simple_var, "cst_");
+ add_referenced_var (new_var);
- init_stmt = build2 (MODIFY_EXPR, vectype, new_var, vector_var);
+ init_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, new_var, vector_var);
new_temp = make_ssa_name (new_var, init_stmt);
- TREE_OPERAND (init_stmt, 0) = new_temp;
+ GIMPLE_STMT_OPERAND (init_stmt, 0) = new_temp;
pe = loop_preheader_edge (loop);
new_bb = bsi_insert_on_edge_immediate (pe, init_stmt);
gcc_assert (!new_bb);
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "created new init_stmt: ");
print_generic_expr (vect_dump, init_stmt, TDF_SLIM);
}
- vec_oprnd = TREE_OPERAND (init_stmt, 0);
+ vec_oprnd = GIMPLE_STMT_OPERAND (init_stmt, 0);
return vec_oprnd;
}
+/* Function get_initial_def_for_induction
+
+ Input:
+ STMT - a stmt that performs an induction operation in the loop.
+ IV_PHI - the initial value of the induction variable
+
+ Output:
+ Return a vector variable, initialized with the first VF values of
+ the induction variable. E.g., for an iv with IV_PHI='X' and
+ evolution S, for a vector of 4 units, we want to return:
+ [X, X + S, X + 2*S, X + 3*S]. */
+
+static tree
+get_initial_def_for_induction (tree stmt, tree iv_phi)
+{
+ stmt_vec_info stmt_vinfo = vinfo_for_stmt (stmt);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_vinfo);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ tree scalar_type = TREE_TYPE (iv_phi);
+ tree vectype = get_vectype_for_scalar_type (scalar_type);
+ int nunits = GET_MODE_NUNITS (TYPE_MODE (vectype));
+ edge pe = loop_preheader_edge (loop);
+ basic_block new_bb;
+ block_stmt_iterator bsi;
+ tree vec, vec_init, vec_step, t;
+ tree access_fn;
+ tree new_var;
+ tree new_name;
+ tree init_stmt;
+ tree induction_phi, induc_def, new_stmt, vec_def, vec_dest;
+ tree init_expr, step_expr;
+ int vf = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
+ int i;
+ bool ok;
+ int ncopies = vf / nunits;
+ tree expr;
+ stmt_vec_info phi_info = vinfo_for_stmt (iv_phi);
+
+ gcc_assert (phi_info);
+
+ if (STMT_VINFO_VEC_STMT (phi_info))
+ {
+ induction_phi = STMT_VINFO_VEC_STMT (phi_info);
+ gcc_assert (TREE_CODE (induction_phi) == PHI_NODE);
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "induction already vectorized:");
+ print_generic_expr (vect_dump, iv_phi, TDF_SLIM);
+ fprintf (vect_dump, "\n");
+ print_generic_expr (vect_dump, induction_phi, TDF_SLIM);
+ }
+
+ return PHI_RESULT (induction_phi);
+ }
+
+ gcc_assert (ncopies >= 1);
+
+ access_fn = analyze_scalar_evolution (loop, PHI_RESULT (iv_phi));
+ gcc_assert (access_fn);
+ ok = vect_is_simple_iv_evolution (loop->num, access_fn, &init_expr, &step_expr);
+ gcc_assert (ok);
+
+ /* Create the vector that holds the initial_value of the induction. */
+ new_name = init_expr;
+ t = NULL_TREE;
+ t = tree_cons (NULL_TREE, init_expr, t);
+ for (i = 1; i < nunits; i++)
+ {
+ /* Create: new_name = new_name + step_expr */
+ new_var = vect_get_new_vect_var (scalar_type, vect_scalar_var, "var_");
+ add_referenced_var (new_var);
+ init_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, new_var,
+ fold_build2 (PLUS_EXPR, scalar_type, new_name, step_expr));
+ new_name = make_ssa_name (new_var, init_stmt);
+ GIMPLE_STMT_OPERAND (init_stmt, 0) = new_name;
+
+ new_bb = bsi_insert_on_edge_immediate (pe, init_stmt);
+ gcc_assert (!new_bb);
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "created new init_stmt: ");
+ print_generic_expr (vect_dump, init_stmt, TDF_SLIM);
+ }
+ t = tree_cons (NULL_TREE, new_name, t);
+ }
+ vec = build_constructor_from_list (vectype, nreverse (t));
+ vec_init = vect_init_vector (stmt, vec, vectype);
+
+
+ /* Create the vector that holds the step of the induction. */
+ expr = build_int_cst (scalar_type, vf);
+ new_name = fold_build2 (MULT_EXPR, scalar_type, expr, step_expr);
+ t = NULL_TREE;
+ for (i = 0; i < nunits; i++)
+ t = tree_cons (NULL_TREE, unshare_expr (new_name), t);
+ vec = build_constructor_from_list (vectype, t);
+ vec_step = vect_init_vector (stmt, vec, vectype);
+
+
+ /* Create the following def-use cycle:
+ loop prolog:
+ vec_init = [X, X+S, X+2*S, X+3*S]
+ vec_step = [VF*S, VF*S, VF*S, VF*S]
+ loop:
+ vec_iv = PHI <vec_init, vec_loop>
+ ...
+ STMT
+ ...
+ vec_loop = vec_iv + vec_step; */
+
+ /* Create the induction-phi that defines the induction-operand. */
+ vec_dest = vect_get_new_vect_var (vectype, vect_simple_var, "vec_iv_");
+ add_referenced_var (vec_dest);
+ induction_phi = create_phi_node (vec_dest, loop->header);
+ set_stmt_info (get_stmt_ann (induction_phi),
+ new_stmt_vec_info (induction_phi, loop_vinfo));
+ induc_def = PHI_RESULT (induction_phi);
+
+ /* Create the iv update inside the loop */
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, NULL_TREE,
+ build2 (PLUS_EXPR, vectype, induc_def, vec_step));
+ vec_def = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = vec_def;
+ bsi = bsi_for_stmt (stmt);
+ vect_finish_stmt_generation (stmt, new_stmt, &bsi);
+
+ /* Set the arguments of the phi node: */
+ add_phi_arg (induction_phi, vec_init, loop_preheader_edge (loop));
+ add_phi_arg (induction_phi, vec_def, loop_latch_edge (loop));
+
+
+ /* In case the vectorization factor (VF) is bigger than the number
+ of elements that we can fit in a vectype (nunits), we have to generate
+ more than one vector stmt - i.e - we need to "unroll" the
+ vector stmt by a factor VF/nunits. For more details see documentation
+ in vectorizable_operation. */
+
+ if (ncopies > 1)
+ {
+ stmt_vec_info prev_stmt_vinfo;
+
+ /* Create the vector that holds the step of the induction. */
+ expr = build_int_cst (scalar_type, nunits);
+ new_name = fold_build2 (MULT_EXPR, scalar_type, expr, step_expr);
+ t = NULL_TREE;
+ for (i = 0; i < nunits; i++)
+ t = tree_cons (NULL_TREE, unshare_expr (new_name), t);
+ vec = build_constructor_from_list (vectype, t);
+ vec_step = vect_init_vector (stmt, vec, vectype);
+
+ vec_def = induc_def;
+ prev_stmt_vinfo = vinfo_for_stmt (induction_phi);
+ for (i = 1; i < ncopies; i++)
+ {
+ /* vec_i = vec_prev + vec_{step*nunits} */
+
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, NULL_TREE,
+ build2 (PLUS_EXPR, vectype, vec_def, vec_step));
+ vec_def = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = vec_def;
+ bsi = bsi_for_stmt (stmt);
+ vect_finish_stmt_generation (stmt, new_stmt, &bsi);
+
+ STMT_VINFO_RELATED_STMT (prev_stmt_vinfo) = new_stmt;
+ prev_stmt_vinfo = vinfo_for_stmt (new_stmt);
+ }
+ }
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "transform induction: created def-use cycle:");
+ print_generic_expr (vect_dump, induction_phi, TDF_SLIM);
+ fprintf (vect_dump, "\n");
+ print_generic_expr (vect_dump, SSA_NAME_DEF_STMT (vec_def), TDF_SLIM);
+ }
+
+ STMT_VINFO_VEC_STMT (phi_info) = induction_phi;
+ return induc_def;
+}
+
+
/* Function vect_get_vec_def_for_operand.
OP is an operand in STMT. This function returns a (vector) def that will be
needs to be introduced. */
static tree
-vect_get_vec_def_for_operand (tree op, tree stmt)
+vect_get_vec_def_for_operand (tree op, tree stmt, tree *scalar_def)
{
tree vec_oprnd;
tree vec_stmt;
stmt_vec_info def_stmt_info = NULL;
stmt_vec_info stmt_vinfo = vinfo_for_stmt (stmt);
tree vectype = STMT_VINFO_VECTYPE (stmt_vinfo);
- int nunits = GET_MODE_NUNITS (TYPE_MODE (vectype));
+ int nunits = TYPE_VECTOR_SUBPARTS (vectype);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_vinfo);
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
- basic_block bb;
tree vec_inv;
+ tree vec_cst;
tree t = NULL_TREE;
tree def;
int i;
+ enum vect_def_type dt;
+ bool is_simple_use;
+ tree vector_type;
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "vect_get_vec_def_for_operand: ");
print_generic_expr (vect_dump, op, TDF_SLIM);
}
- /** ===> Case 1: operand is a constant. **/
-
- if (TREE_CODE (op) == INTEGER_CST || TREE_CODE (op) == REAL_CST)
+ is_simple_use = vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt);
+ gcc_assert (is_simple_use);
+ if (vect_print_dump_info (REPORT_DETAILS))
{
- /* Create 'vect_cst_ = {cst,cst,...,cst}' */
-
- tree vec_cst;
-
- /* Build a tree with vector elements. */
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "Create vector_cst. nunits = %d", nunits);
-
- for (i = nunits - 1; i >= 0; --i)
+ if (def)
{
- t = tree_cons (NULL_TREE, op, t);
+ fprintf (vect_dump, "def = ");
+ print_generic_expr (vect_dump, def, TDF_SLIM);
+ }
+ if (def_stmt)
+ {
+ fprintf (vect_dump, " def_stmt = ");
+ print_generic_expr (vect_dump, def_stmt, TDF_SLIM);
}
- vec_cst = build_vector (vectype, t);
- return vect_init_vector (stmt, vec_cst);
- }
-
- gcc_assert (TREE_CODE (op) == SSA_NAME);
-
- /** ===> Case 2: operand is an SSA_NAME - find the stmt that defines it. **/
-
- def_stmt = SSA_NAME_DEF_STMT (op);
- def_stmt_info = vinfo_for_stmt (def_stmt);
-
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- {
- fprintf (vect_dump, "vect_get_vec_def_for_operand: def_stmt: ");
- print_generic_expr (vect_dump, def_stmt, TDF_SLIM);
}
-
- /** ==> Case 2.1: operand is defined inside the loop. **/
-
- if (def_stmt_info)
+ switch (dt)
{
- /* Get the def from the vectorized stmt. */
-
- vec_stmt = STMT_VINFO_VEC_STMT (def_stmt_info);
- gcc_assert (vec_stmt);
- vec_oprnd = TREE_OPERAND (vec_stmt, 0);
- return vec_oprnd;
- }
-
+ /* Case 1: operand is a constant. */
+ case vect_constant_def:
+ {
+ if (scalar_def)
+ *scalar_def = op;
+
+ /* Create 'vect_cst_ = {cst,cst,...,cst}' */
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "Create vector_cst. nunits = %d", nunits);
+
+ for (i = nunits - 1; i >= 0; --i)
+ {
+ t = tree_cons (NULL_TREE, op, t);
+ }
+ vector_type = get_vectype_for_scalar_type (TREE_TYPE (op));
+ vec_cst = build_vector (vector_type, t);
+
+ return vect_init_vector (stmt, vec_cst, vector_type);
+ }
+
+ /* Case 2: operand is defined outside the loop - loop invariant. */
+ case vect_invariant_def:
+ {
+ if (scalar_def)
+ *scalar_def = def;
+
+ /* Create 'vec_inv = {inv,inv,..,inv}' */
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "Create vector_inv.");
+
+ for (i = nunits - 1; i >= 0; --i)
+ {
+ t = tree_cons (NULL_TREE, def, t);
+ }
+
+ /* FIXME: use build_constructor directly. */
+ vector_type = get_vectype_for_scalar_type (TREE_TYPE (def));
+ vec_inv = build_constructor_from_list (vector_type, t);
+ return vect_init_vector (stmt, vec_inv, vector_type);
+ }
+
+ /* Case 3: operand is defined inside the loop. */
+ case vect_loop_def:
+ {
+ if (scalar_def)
+ *scalar_def = def_stmt;
+
+ /* Get the def from the vectorized stmt. */
+ def_stmt_info = vinfo_for_stmt (def_stmt);
+ vec_stmt = STMT_VINFO_VEC_STMT (def_stmt_info);
+ gcc_assert (vec_stmt);
+ vec_oprnd = GIMPLE_STMT_OPERAND (vec_stmt, 0);
+ return vec_oprnd;
+ }
+
+ /* Case 4: operand is defined by a loop header phi - reduction */
+ case vect_reduction_def:
+ {
+ gcc_assert (TREE_CODE (def_stmt) == PHI_NODE);
+
+ /* Get the def before the loop */
+ op = PHI_ARG_DEF_FROM_EDGE (def_stmt, loop_preheader_edge (loop));
+ return get_initial_def_for_reduction (stmt, op, scalar_def);
+ }
+
+ /* Case 5: operand is defined by loop-header phi - induction. */
+ case vect_induction_def:
+ {
+ gcc_assert (TREE_CODE (def_stmt) == PHI_NODE);
+
+ /* Get the def before the loop */
+ return get_initial_def_for_induction (stmt, def_stmt);
+ }
- /** ==> Case 2.2: operand is defined by the loop-header phi-node -
- it is a reduction/induction. **/
-
- bb = bb_for_stmt (def_stmt);
- if (TREE_CODE (def_stmt) == PHI_NODE && flow_bb_inside_loop_p (loop, bb))
- {
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "reduction/induction - unsupported.");
- internal_error ("no support for reduction/induction"); /* FORNOW */
+ default:
+ gcc_unreachable ();
}
+}
- /** ==> Case 2.3: operand is defined outside the loop -
- it is a loop invariant. */
-
- switch (TREE_CODE (def_stmt))
- {
- case PHI_NODE:
- def = PHI_RESULT (def_stmt);
- break;
- case MODIFY_EXPR:
- def = TREE_OPERAND (def_stmt, 0);
- break;
- case NOP_EXPR:
- def = TREE_OPERAND (def_stmt, 0);
- gcc_assert (IS_EMPTY_STMT (def_stmt));
- def = op;
- break;
- default:
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- {
- fprintf (vect_dump, "unsupported defining stmt: ");
- print_generic_expr (vect_dump, def_stmt, TDF_SLIM);
- }
- internal_error ("unsupported defining stmt");
- }
+/* Function vect_get_vec_def_for_stmt_copy
+
+ Return a vector-def for an operand. This function is used when the
+ vectorized stmt to be created (by the caller to this function) is a "copy"
+ created in case the vectorized result cannot fit in one vector, and several
+ copies of the vector-stmt are required. In this case the vector-def is
+ retrieved from the vector stmt recorded in the STMT_VINFO_RELATED_STMT field
+ of the stmt that defines VEC_OPRND.
+ DT is the type of the vector def VEC_OPRND.
+
+ Context:
+ In case the vectorization factor (VF) is bigger than the number
+ of elements that can fit in a vectype (nunits), we have to generate
+ more than one vector stmt to vectorize the scalar stmt. This situation
+ arises when there are multiple data-types operated upon in the loop; the
+ smallest data-type determines the VF, and as a result, when vectorizing
+ stmts operating on wider types we need to create 'VF/nunits' "copies" of the
+ vector stmt (each computing a vector of 'nunits' results, and together
+ computing 'VF' results in each iteration). This function is called when
+ vectorizing such a stmt (e.g. vectorizing S2 in the illustration below, in
+ which VF=16 and nunits=4, so the number of copies required is 4):
+
+ scalar stmt: vectorized into: STMT_VINFO_RELATED_STMT
+
+ S1: x = load VS1.0: vx.0 = memref0 VS1.1
+ VS1.1: vx.1 = memref1 VS1.2
+ VS1.2: vx.2 = memref2 VS1.3
+ VS1.3: vx.3 = memref3
+
+ S2: z = x + ... VSnew.0: vz0 = vx.0 + ... VSnew.1
+ VSnew.1: vz1 = vx.1 + ... VSnew.2
+ VSnew.2: vz2 = vx.2 + ... VSnew.3
+ VSnew.3: vz3 = vx.3 + ...
+
+ The vectorization of S1 is explained in vectorizable_load.
+ The vectorization of S2:
+ To create the first vector-stmt out of the 4 copies - VSnew.0 -
+ the function 'vect_get_vec_def_for_operand' is called to
+ get the relevant vector-def for each operand of S2. For operand x it
+ returns the vector-def 'vx.0'.
+
+ To create the remaining copies of the vector-stmt (VSnew.j), this
+ function is called to get the relevant vector-def for each operand. It is
+ obtained from the respective VS1.j stmt, which is recorded in the
+ STMT_VINFO_RELATED_STMT field of the stmt that defines VEC_OPRND.
+
+ For example, to obtain the vector-def 'vx.1' in order to create the
+ vector stmt 'VSnew.1', this function is called with VEC_OPRND='vx.0'.
+ Given 'vx0' we obtain the stmt that defines it ('VS1.0'); from the
+ STMT_VINFO_RELATED_STMT field of 'VS1.0' we obtain the next copy - 'VS1.1',
+ and return its def ('vx.1').
+ Overall, to create the above sequence this function will be called 3 times:
+ vx.1 = vect_get_vec_def_for_stmt_copy (dt, vx.0);
+ vx.2 = vect_get_vec_def_for_stmt_copy (dt, vx.1);
+ vx.3 = vect_get_vec_def_for_stmt_copy (dt, vx.2); */
- /* Build a tree with vector elements.
- Create 'vec_inv = {inv,inv,..,inv}' */
+static tree
+vect_get_vec_def_for_stmt_copy (enum vect_def_type dt, tree vec_oprnd)
+{
+ tree vec_stmt_for_operand;
+ stmt_vec_info def_stmt_info;
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "Create vector_inv.");
+ /* Do nothing; can reuse same def. */
+ if (dt == vect_invariant_def || dt == vect_constant_def )
+ return vec_oprnd;
- for (i = nunits - 1; i >= 0; --i)
- {
- t = tree_cons (NULL_TREE, def, t);
- }
+ vec_stmt_for_operand = SSA_NAME_DEF_STMT (vec_oprnd);
+ def_stmt_info = vinfo_for_stmt (vec_stmt_for_operand);
+ gcc_assert (def_stmt_info);
+ vec_stmt_for_operand = STMT_VINFO_RELATED_STMT (def_stmt_info);
+ gcc_assert (vec_stmt_for_operand);
+ vec_oprnd = GIMPLE_STMT_OPERAND (vec_stmt_for_operand, 0);
- vec_inv = build_constructor (vectype, t);
- return vect_init_vector (stmt, vec_inv);
+ return vec_oprnd;
}
Insert a new stmt. */
static void
-vect_finish_stmt_generation (tree stmt, tree vec_stmt, block_stmt_iterator *bsi)
+vect_finish_stmt_generation (tree stmt, tree vec_stmt,
+ block_stmt_iterator *bsi)
{
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+
bsi_insert_before (bsi, vec_stmt, BSI_SAME_STMT);
+ set_stmt_info (get_stmt_ann (vec_stmt),
+ new_stmt_vec_info (vec_stmt, loop_vinfo));
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "add new stmt: ");
print_generic_expr (vect_dump, vec_stmt, TDF_SLIM);
}
-#ifdef ENABLE_CHECKING
/* Make sure bsi points to the stmt that is being vectorized. */
gcc_assert (stmt == bsi_stmt (*bsi));
-#endif
#ifdef USE_MAPPED_LOCATION
SET_EXPR_LOCATION (vec_stmt, EXPR_LOCATION (stmt));
}
-/* Function vectorizable_assignment.
+#define ADJUST_IN_EPILOG 1
- Check if STMT performs an assignment (copy) that can be vectorized.
- If VEC_STMT is also passed, vectorize the STMT: create a vectorized
- stmt to replace it, put it in VEC_STMT, and insert it at BSI.
- Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+/* Function get_initial_def_for_reduction
-bool
-vectorizable_assignment (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
-{
- tree vec_dest;
- tree scalar_dest;
- tree op;
- tree vec_oprnd;
- stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
- tree vectype = STMT_VINFO_VECTYPE (stmt_info);
- loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
- tree new_temp;
+ Input:
+ STMT - a stmt that performs a reduction operation in the loop.
+ INIT_VAL - the initial value of the reduction variable
- /* Is vectorizable assignment? */
+ Output:
+ SCALAR_DEF - a tree that holds a value to be added to the final result
+ of the reduction (used for "ADJUST_IN_EPILOG" - see below).
+ Return a vector variable, initialized according to the operation that STMT
+ performs. This vector will be used as the initial value of the
+ vector of partial results.
+
+ Option1 ("ADJUST_IN_EPILOG"): Initialize the vector as follows:
+ add: [0,0,...,0,0]
+ mult: [1,1,...,1,1]
+ min/max: [init_val,init_val,..,init_val,init_val]
+ bit and/or: [init_val,init_val,..,init_val,init_val]
+ and when necessary (e.g. add/mult case) let the caller know
+ that it needs to adjust the result by init_val.
+
+ Option2: Initialize the vector as follows:
+ add: [0,0,...,0,init_val]
+ mult: [1,1,...,1,init_val]
+ min/max: [init_val,init_val,...,init_val]
+ bit and/or: [init_val,init_val,...,init_val]
+ and no adjustments are needed.
+
+ For example, for the following code:
+
+ s = init_val;
+ for (i=0;i<n;i++)
+ s = s + a[i];
+
+ STMT is 's = s + a[i]', and the reduction variable is 's'.
+ For a vector of 4 units, we want to return either [0,0,0,init_val],
+ or [0,0,0,0] and let the caller know that it needs to adjust
+ the result at the end by 'init_val'.
+
+ FORNOW: We use the "ADJUST_IN_EPILOG" scheme.
+ TODO: Use some cost-model to estimate which scheme is more profitable.
+*/
- if (TREE_CODE (stmt) != MODIFY_EXPR)
- return false;
+static tree
+get_initial_def_for_reduction (tree stmt, tree init_val, tree *scalar_def)
+{
+ stmt_vec_info stmt_vinfo = vinfo_for_stmt (stmt);
+ tree vectype = STMT_VINFO_VECTYPE (stmt_vinfo);
+ int nunits = GET_MODE_NUNITS (TYPE_MODE (vectype));
+ int nelements;
+ enum tree_code code = TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 1));
+ tree type = TREE_TYPE (init_val);
+ tree def;
+ tree vec, t = NULL_TREE;
+ bool need_epilog_adjust;
+ int i;
+ tree vector_type;
+
+ gcc_assert (INTEGRAL_TYPE_P (type) || SCALAR_FLOAT_TYPE_P (type));
+
+ switch (code)
+ {
+ case WIDEN_SUM_EXPR:
+ case DOT_PROD_EXPR:
+ case PLUS_EXPR:
+ if (INTEGRAL_TYPE_P (type))
+ def = build_int_cst (type, 0);
+ else
+ def = build_real (type, dconst0);
+
+#ifdef ADJUST_IN_EPILOG
+ /* All the 'nunits' elements are set to 0. The final result will be
+ adjusted by 'init_val' at the loop epilog. */
+ nelements = nunits;
+ need_epilog_adjust = true;
+#else
+ /* 'nunits - 1' elements are set to 0; The last element is set to
+ 'init_val'. No further adjustments at the epilog are needed. */
+ nelements = nunits - 1;
+ need_epilog_adjust = false;
+#endif
+ break;
- scalar_dest = TREE_OPERAND (stmt, 0);
- if (TREE_CODE (scalar_dest) != SSA_NAME)
- return false;
+ case MIN_EXPR:
+ case MAX_EXPR:
+ def = init_val;
+ nelements = nunits;
+ need_epilog_adjust = false;
+ break;
- op = TREE_OPERAND (stmt, 1);
- if (!vect_is_simple_use (op, loop_vinfo, NULL))
- {
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "use not simple.");
- return false;
- }
+ default:
+ gcc_unreachable ();
+ }
- if (!vec_stmt) /* transformation not required. */
+ for (i = nelements - 1; i >= 0; --i)
+ t = tree_cons (NULL_TREE, def, t);
+
+ if (nelements == nunits - 1)
{
- STMT_VINFO_TYPE (stmt_info) = assignment_vec_info_type;
- return true;
+ /* Set the last element of the vector. */
+ t = tree_cons (NULL_TREE, init_val, t);
+ nelements += 1;
}
+ gcc_assert (nelements == nunits);
- /** Transform. **/
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "transform assignment.");
-
- /* Handle def. */
- vec_dest = vect_create_destination_var (scalar_dest, vectype);
-
- /* Handle use. */
- op = TREE_OPERAND (stmt, 1);
- vec_oprnd = vect_get_vec_def_for_operand (op, stmt);
+ vector_type = get_vectype_for_scalar_type (TREE_TYPE (def));
+ if (TREE_CODE (init_val) == INTEGER_CST || TREE_CODE (init_val) == REAL_CST)
+ vec = build_vector (vector_type, t);
+ else
+ vec = build_constructor_from_list (vector_type, t);
+
+ if (!need_epilog_adjust)
+ *scalar_def = NULL_TREE;
+ else
+ *scalar_def = init_val;
- /* Arguments are ready. create the new vector stmt. */
- *vec_stmt = build2 (MODIFY_EXPR, vectype, vec_dest, vec_oprnd);
- new_temp = make_ssa_name (vec_dest, *vec_stmt);
- TREE_OPERAND (*vec_stmt, 0) = new_temp;
- vect_finish_stmt_generation (stmt, *vec_stmt, bsi);
-
- return true;
+ return vect_init_vector (stmt, vec, vector_type);
}
-/* Function vectorizable_operation.
-
- Check if STMT performs a binary or unary operation that can be vectorized.
- If VEC_STMT is also passed, vectorize the STMT: create a vectorized
- stmt to replace it, put it in VEC_STMT, and insert it at BSI.
- Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+/* Function vect_create_epilog_for_reduction
+
+ Create code at the loop-epilog to finalize the result of a reduction
+ computation.
+
+ VECT_DEF is a vector of partial results.
+ REDUC_CODE is the tree-code for the epilog reduction.
+ STMT is the scalar reduction stmt that is being vectorized.
+ REDUCTION_PHI is the phi-node that carries the reduction computation.
+
+ This function:
+ 1. Creates the reduction def-use cycle: sets the arguments for
+ REDUCTION_PHI:
+ The loop-entry argument is the vectorized initial-value of the reduction.
+ The loop-latch argument is VECT_DEF - the vector of partial sums.
+ 2. "Reduces" the vector of partial results VECT_DEF into a single result,
+ by applying the operation specified by REDUC_CODE if available, or by
+ other means (whole-vector shifts or a scalar loop).
+ The function also creates a new phi node at the loop exit to preserve
+ loop-closed form, as illustrated below.
+
+ The flow at the entry to this function:
+
+ loop:
+ vec_def = phi <null, null> # REDUCTION_PHI
+ VECT_DEF = vector_stmt # vectorized form of STMT
+ s_loop = scalar_stmt # (scalar) STMT
+ loop_exit:
+ s_out0 = phi <s_loop> # (scalar) EXIT_PHI
+ use <s_out0>
+ use <s_out0>
+
+ The above is transformed by this function into:
+
+ loop:
+ vec_def = phi <vec_init, VECT_DEF> # REDUCTION_PHI
+ VECT_DEF = vector_stmt # vectorized form of STMT
+ s_loop = scalar_stmt # (scalar) STMT
+ loop_exit:
+ s_out0 = phi <s_loop> # (scalar) EXIT_PHI
+ v_out1 = phi <VECT_DEF> # NEW_EXIT_PHI
+ v_out2 = reduce <v_out1>
+ s_out3 = extract_field <v_out2, 0>
+ s_out4 = adjust_result <s_out3>
+ use <s_out4>
+ use <s_out4>
+*/
-bool
-vectorizable_operation (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
+static void
+vect_create_epilog_for_reduction (tree vect_def, tree stmt,
+ enum tree_code reduc_code, tree reduction_phi)
{
- tree vec_dest;
- tree scalar_dest;
- tree operation;
- tree op0, op1 = NULL;
- tree vec_oprnd0, vec_oprnd1=NULL;
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
- tree vectype = STMT_VINFO_VECTYPE (stmt_info);
+ tree vectype;
+ enum machine_mode mode;
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
- int i;
- enum tree_code code;
- enum machine_mode vec_mode;
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ basic_block exit_bb;
+ tree scalar_dest;
+ tree scalar_type;
+ tree new_phi;
+ block_stmt_iterator exit_bsi;
+ tree vec_dest;
tree new_temp;
+ tree new_name;
+ tree epilog_stmt;
+ tree new_scalar_dest, exit_phi;
+ tree bitsize, bitpos, bytesize;
+ enum tree_code code = TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 1));
+ tree scalar_initial_def;
+ tree vec_initial_def;
+ tree orig_name;
+ imm_use_iterator imm_iter;
+ use_operand_p use_p;
+ bool extract_scalar_result;
+ tree reduction_op;
+ tree orig_stmt;
+ tree use_stmt;
+ tree operation = GIMPLE_STMT_OPERAND (stmt, 1);
int op_type;
- tree op;
- optab optab;
+
+ op_type = TREE_OPERAND_LENGTH (operation);
+ reduction_op = TREE_OPERAND (operation, op_type-1);
+ vectype = get_vectype_for_scalar_type (TREE_TYPE (reduction_op));
+ mode = TYPE_MODE (vectype);
- /* Is STMT a vectorizable binary/unary operation? */
- if (TREE_CODE (stmt) != MODIFY_EXPR)
- return false;
+ /*** 1. Create the reduction def-use cycle ***/
+
+ /* 1.1 set the loop-entry arg of the reduction-phi: */
+ /* For the case of reduction, vect_get_vec_def_for_operand returns
+ the scalar def before the loop, that defines the initial value
+ of the reduction variable. */
+ vec_initial_def = vect_get_vec_def_for_operand (reduction_op, stmt,
+ &scalar_initial_def);
+ add_phi_arg (reduction_phi, vec_initial_def, loop_preheader_edge (loop));
+
+ /* 1.2 set the loop-latch arg for the reduction-phi: */
+ add_phi_arg (reduction_phi, vect_def, loop_latch_edge (loop));
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "transform reduction: created def-use cycle:");
+ print_generic_expr (vect_dump, reduction_phi, TDF_SLIM);
+ fprintf (vect_dump, "\n");
+ print_generic_expr (vect_dump, SSA_NAME_DEF_STMT (vect_def), TDF_SLIM);
+ }
+
+
+ /*** 2. Create epilog code
+ The reduction epilog code operates across the elements of the vector
+ of partial results computed by the vectorized loop.
+ The reduction epilog code consists of:
+ step 1: compute the scalar result in a vector (v_out2)
+ step 2: extract the scalar result (s_out3) from the vector (v_out2)
+ step 3: adjust the scalar result (s_out3) if needed.
+
+ Step 1 can be accomplished using one the following three schemes:
+ (scheme 1) using reduc_code, if available.
+ (scheme 2) using whole-vector shifts, if available.
+ (scheme 3) using a scalar loop. In this case steps 1+2 above are
+ combined.
+
+ The overall epilog code looks like this:
+
+ s_out0 = phi <s_loop> # original EXIT_PHI
+ v_out1 = phi <VECT_DEF> # NEW_EXIT_PHI
+ v_out2 = reduce <v_out1> # step 1
+ s_out3 = extract_field <v_out2, 0> # step 2
+ s_out4 = adjust_result <s_out3> # step 3
+
+ (step 3 is optional, and step2 1 and 2 may be combined).
+ Lastly, the uses of s_out0 are replaced by s_out4.
+
+ ***/
+
+ /* 2.1 Create new loop-exit-phi to preserve loop-closed form:
+ v_out1 = phi <v_loop> */
+
+ exit_bb = single_exit (loop)->dest;
+ new_phi = create_phi_node (SSA_NAME_VAR (vect_def), exit_bb);
+ SET_PHI_ARG_DEF (new_phi, single_exit (loop)->dest_idx, vect_def);
+ exit_bsi = bsi_start (exit_bb);
+
+ /* 2.2 Get the relevant tree-code to use in the epilog for schemes 2,3
+ (i.e. when reduc_code is not available) and in the final adjustment code
+ (if needed). Also get the original scalar reduction variable as
+ defined in the loop. In case STMT is a "pattern-stmt" (i.e. - it
+ represents a reduction pattern), the tree-code and scalar-def are
+ taken from the original stmt that the pattern-stmt (STMT) replaces.
+ Otherwise (it is a regular reduction) - the tree-code and scalar-def
+ are taken from STMT. */
+
+ orig_stmt = STMT_VINFO_RELATED_STMT (stmt_info);
+ if (!orig_stmt)
+ {
+ /* Regular reduction */
+ orig_stmt = stmt;
+ }
+ else
+ {
+ /* Reduction pattern */
+ stmt_vec_info stmt_vinfo = vinfo_for_stmt (orig_stmt);
+ gcc_assert (STMT_VINFO_IN_PATTERN_P (stmt_vinfo));
+ gcc_assert (STMT_VINFO_RELATED_STMT (stmt_vinfo) == stmt);
+ }
+ code = TREE_CODE (GIMPLE_STMT_OPERAND (orig_stmt, 1));
+ scalar_dest = GIMPLE_STMT_OPERAND (orig_stmt, 0);
+ scalar_type = TREE_TYPE (scalar_dest);
+ new_scalar_dest = vect_create_destination_var (scalar_dest, NULL);
+ bitsize = TYPE_SIZE (scalar_type);
+ bytesize = TYPE_SIZE_UNIT (scalar_type);
+
+ /* 2.3 Create the reduction code, using one of the three schemes described
+ above. */
+
+ if (reduc_code < NUM_TREE_CODES)
+ {
+ /*** Case 1: Create:
+ v_out2 = reduc_expr <v_out1> */
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "Reduce using direct vector reduction.");
+
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+ epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
+ build1 (reduc_code, vectype, PHI_RESULT (new_phi)));
+ new_temp = make_ssa_name (vec_dest, epilog_stmt);
+ GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
+ bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+
+ extract_scalar_result = true;
+ }
+ else
+ {
+ enum tree_code shift_code = 0;
+ bool have_whole_vector_shift = true;
+ int bit_offset;
+ int element_bitsize = tree_low_cst (bitsize, 1);
+ int vec_size_in_bits = tree_low_cst (TYPE_SIZE (vectype), 1);
+ tree vec_temp;
+
+ if (vec_shr_optab->handlers[mode].insn_code != CODE_FOR_nothing)
+ shift_code = VEC_RSHIFT_EXPR;
+ else
+ have_whole_vector_shift = false;
+
+ /* Regardless of whether we have a whole vector shift, if we're
+ emulating the operation via tree-vect-generic, we don't want
+ to use it. Only the first round of the reduction is likely
+ to still be profitable via emulation. */
+ /* ??? It might be better to emit a reduction tree code here, so that
+ tree-vect-generic can expand the first round via bit tricks. */
+ if (!VECTOR_MODE_P (mode))
+ have_whole_vector_shift = false;
+ else
+ {
+ optab optab = optab_for_tree_code (code, vectype);
+ if (optab->handlers[mode].insn_code == CODE_FOR_nothing)
+ have_whole_vector_shift = false;
+ }
+
+ if (have_whole_vector_shift)
+ {
+ /*** Case 2: Create:
+ for (offset = VS/2; offset >= element_size; offset/=2)
+ {
+ Create: va' = vec_shift <va, offset>
+ Create: va = vop <va, va'>
+ } */
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "Reduce using vector shifts");
+
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+ new_temp = PHI_RESULT (new_phi);
+
+ for (bit_offset = vec_size_in_bits/2;
+ bit_offset >= element_bitsize;
+ bit_offset /= 2)
+ {
+ tree bitpos = size_int (bit_offset);
+
+ epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
+ vec_dest,
+ build2 (shift_code, vectype,
+ new_temp, bitpos));
+ new_name = make_ssa_name (vec_dest, epilog_stmt);
+ GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_name;
+ bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+
+ epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
+ vec_dest,
+ build2 (code, vectype,
+ new_name, new_temp));
+ new_temp = make_ssa_name (vec_dest, epilog_stmt);
+ GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
+ bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ }
+
+ extract_scalar_result = true;
+ }
+ else
+ {
+ tree rhs;
+
+ /*** Case 3: Create:
+ s = extract_field <v_out2, 0>
+ for (offset = element_size;
+ offset < vector_size;
+ offset += element_size;)
+ {
+ Create: s' = extract_field <v_out2, offset>
+ Create: s = op <s, s'>
+ } */
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "Reduce using scalar code. ");
+
+ vec_temp = PHI_RESULT (new_phi);
+ vec_size_in_bits = tree_low_cst (TYPE_SIZE (vectype), 1);
+ rhs = build3 (BIT_FIELD_REF, scalar_type, vec_temp, bitsize,
+ bitsize_zero_node);
+ BIT_FIELD_REF_UNSIGNED (rhs) = TYPE_UNSIGNED (scalar_type);
+ epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
+ new_scalar_dest, rhs);
+ new_temp = make_ssa_name (new_scalar_dest, epilog_stmt);
+ GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
+ bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+
+ for (bit_offset = element_bitsize;
+ bit_offset < vec_size_in_bits;
+ bit_offset += element_bitsize)
+ {
+ tree bitpos = bitsize_int (bit_offset);
+ tree rhs = build3 (BIT_FIELD_REF, scalar_type, vec_temp, bitsize,
+ bitpos);
+
+ BIT_FIELD_REF_UNSIGNED (rhs) = TYPE_UNSIGNED (scalar_type);
+ epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
+ new_scalar_dest, rhs);
+ new_name = make_ssa_name (new_scalar_dest, epilog_stmt);
+ GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_name;
+ bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+
+ epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
+ new_scalar_dest,
+ build2 (code, scalar_type, new_name, new_temp));
+ new_temp = make_ssa_name (new_scalar_dest, epilog_stmt);
+ GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
+ bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ }
+
+ extract_scalar_result = false;
+ }
+ }
+
+ /* 2.4 Extract the final scalar result. Create:
+ s_out3 = extract_field <v_out2, bitpos> */
+
+ if (extract_scalar_result)
+ {
+ tree rhs;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "extract scalar result");
+
+ if (BYTES_BIG_ENDIAN)
+ bitpos = size_binop (MULT_EXPR,
+ bitsize_int (TYPE_VECTOR_SUBPARTS (vectype) - 1),
+ TYPE_SIZE (scalar_type));
+ else
+ bitpos = bitsize_zero_node;
+
+ rhs = build3 (BIT_FIELD_REF, scalar_type, new_temp, bitsize, bitpos);
+ BIT_FIELD_REF_UNSIGNED (rhs) = TYPE_UNSIGNED (scalar_type);
+ epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
+ new_scalar_dest, rhs);
+ new_temp = make_ssa_name (new_scalar_dest, epilog_stmt);
+ GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
+ bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ }
+
+ /* 2.4 Adjust the final result by the initial value of the reduction
+ variable. (When such adjustment is not needed, then
+ 'scalar_initial_def' is zero).
+
+ Create:
+ s_out4 = scalar_expr <s_out3, scalar_initial_def> */
+
+ if (scalar_initial_def)
+ {
+ epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
+ new_scalar_dest,
+ build2 (code, scalar_type, new_temp, scalar_initial_def));
+ new_temp = make_ssa_name (new_scalar_dest, epilog_stmt);
+ GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
+ bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ }
+
+ /* 2.6 Replace uses of s_out0 with uses of s_out3 */
+
+ /* Find the loop-closed-use at the loop exit of the original scalar result.
+ (The reduction result is expected to have two immediate uses - one at the
+ latch block, and one at the loop exit). */
+ exit_phi = NULL;
+ FOR_EACH_IMM_USE_FAST (use_p, imm_iter, scalar_dest)
+ {
+ if (!flow_bb_inside_loop_p (loop, bb_for_stmt (USE_STMT (use_p))))
+ {
+ exit_phi = USE_STMT (use_p);
+ break;
+ }
+ }
+ /* We expect to have found an exit_phi because of loop-closed-ssa form. */
+ gcc_assert (exit_phi);
+ /* Replace the uses: */
+ orig_name = PHI_RESULT (exit_phi);
+ FOR_EACH_IMM_USE_STMT (use_stmt, imm_iter, orig_name)
+ FOR_EACH_IMM_USE_ON_STMT (use_p, imm_iter)
+ SET_USE (use_p, new_temp);
+}
+
+
+/* Function vectorizable_reduction.
+
+ Check if STMT performs a reduction operation that can be vectorized.
+ If VEC_STMT is also passed, vectorize the STMT: create a vectorized
+ stmt to replace it, put it in VEC_STMT, and insert it at BSI.
+ Return FALSE if not a vectorizable STMT, TRUE otherwise.
+
+ This function also handles reduction idioms (patterns) that have been
+ recognized in advance during vect_pattern_recog. In this case, STMT may be
+ of this form:
+ X = pattern_expr (arg0, arg1, ..., X)
+ and it's STMT_VINFO_RELATED_STMT points to the last stmt in the original
+ sequence that had been detected and replaced by the pattern-stmt (STMT).
+
+ In some cases of reduction patterns, the type of the reduction variable X is
+ different than the type of the other arguments of STMT.
+ In such cases, the vectype that is used when transforming STMT into a vector
+ stmt is different than the vectype that is used to determine the
+ vectorization factor, because it consists of a different number of elements
+ than the actual number of elements that are being operated upon in parallel.
+
+ For example, consider an accumulation of shorts into an int accumulator.
+ On some targets it's possible to vectorize this pattern operating on 8
+ shorts at a time (hence, the vectype for purposes of determining the
+ vectorization factor should be V8HI); on the other hand, the vectype that
+ is used to create the vector form is actually V4SI (the type of the result).
+
+ Upon entry to this function, STMT_VINFO_VECTYPE records the vectype that
+ indicates what is the actual level of parallelism (V8HI in the example), so
+ that the right vectorization factor would be derived. This vectype
+ corresponds to the type of arguments to the reduction stmt, and should *NOT*
+ be used to create the vectorized stmt. The right vectype for the vectorized
+ stmt is obtained from the type of the result X:
+ get_vectype_for_scalar_type (TREE_TYPE (X))
+
+ This means that, contrary to "regular" reductions (or "regular" stmts in
+ general), the following equation:
+ STMT_VINFO_VECTYPE == get_vectype_for_scalar_type (TREE_TYPE (X))
+ does *NOT* necessarily hold for reduction patterns. */
+
+bool
+vectorizable_reduction (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
+{
+ tree vec_dest;
+ tree scalar_dest;
+ tree op;
+ tree loop_vec_def0 = NULL_TREE, loop_vec_def1 = NULL_TREE;
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ tree vectype = STMT_VINFO_VECTYPE (stmt_info);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ tree operation;
+ enum tree_code code, orig_code, epilog_reduc_code = 0;
+ enum machine_mode vec_mode;
+ int op_type;
+ optab optab, reduc_optab;
+ tree new_temp = NULL_TREE;
+ tree def, def_stmt;
+ enum vect_def_type dt;
+ tree new_phi;
+ tree scalar_type;
+ bool is_simple_use;
+ tree orig_stmt;
+ stmt_vec_info orig_stmt_info;
+ tree expr = NULL_TREE;
+ int i;
+ int nunits = TYPE_VECTOR_SUBPARTS (vectype);
+ int ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits;
+ stmt_vec_info prev_stmt_info;
+ tree reduc_def;
+ tree new_stmt = NULL_TREE;
+ int j;
+
+ gcc_assert (ncopies >= 1);
- if (TREE_CODE (TREE_OPERAND (stmt, 0)) != SSA_NAME)
+ /* 1. Is vectorizable reduction? */
+
+ /* Not supportable if the reduction variable is used in the loop. */
+ if (STMT_VINFO_RELEVANT_P (stmt_info))
return false;
- operation = TREE_OPERAND (stmt, 1);
- code = TREE_CODE (operation);
- optab = optab_for_tree_code (code, vectype);
+ if (!STMT_VINFO_LIVE_P (stmt_info))
+ return false;
- /* Support only unary or binary operations. */
- op_type = TREE_CODE_LENGTH (code);
- if (op_type != unary_op && op_type != binary_op)
+ /* Make sure it was already recognized as a reduction computation. */
+ if (STMT_VINFO_DEF_TYPE (stmt_info) != vect_reduction_def)
+ return false;
+
+ /* 2. Has this been recognized as a reduction pattern?
+
+ Check if STMT represents a pattern that has been recognized
+ in earlier analysis stages. For stmts that represent a pattern,
+ the STMT_VINFO_RELATED_STMT field records the last stmt in
+ the original sequence that constitutes the pattern. */
+
+ orig_stmt = STMT_VINFO_RELATED_STMT (stmt_info);
+ if (orig_stmt)
{
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "num. args = %d (not unary/binary op).", op_type);
- return false;
+ orig_stmt_info = vinfo_for_stmt (orig_stmt);
+ gcc_assert (STMT_VINFO_RELATED_STMT (orig_stmt_info) == stmt);
+ gcc_assert (STMT_VINFO_IN_PATTERN_P (orig_stmt_info));
+ gcc_assert (!STMT_VINFO_IN_PATTERN_P (stmt_info));
}
+
+ /* 3. Check the operands of the operation. The first operands are defined
+ inside the loop body. The last operand is the reduction variable,
+ which is defined by the loop-header-phi. */
- for (i = 0; i < op_type; i++)
+ gcc_assert (TREE_CODE (stmt) == GIMPLE_MODIFY_STMT);
+
+ operation = GIMPLE_STMT_OPERAND (stmt, 1);
+ code = TREE_CODE (operation);
+ op_type = TREE_OPERAND_LENGTH (operation);
+ if (op_type != binary_op && op_type != ternary_op)
+ return false;
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ scalar_type = TREE_TYPE (scalar_dest);
+
+ /* All uses but the last are expected to be defined in the loop.
+ The last use is the reduction variable. */
+ for (i = 0; i < op_type-1; i++)
{
op = TREE_OPERAND (operation, i);
- if (!vect_is_simple_use (op, loop_vinfo, NULL))
- {
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "use not simple.");
- return false;
- }
- }
+ is_simple_use = vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt);
+ gcc_assert (is_simple_use);
+ if (dt != vect_loop_def
+ && dt != vect_invariant_def
+ && dt != vect_constant_def
+ && dt != vect_induction_def)
+ return false;
+ }
- /* Supportable by target? */
+ op = TREE_OPERAND (operation, i);
+ is_simple_use = vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt);
+ gcc_assert (is_simple_use);
+ gcc_assert (dt == vect_reduction_def);
+ gcc_assert (TREE_CODE (def_stmt) == PHI_NODE);
+ if (orig_stmt)
+ gcc_assert (orig_stmt == vect_is_simple_reduction (loop, def_stmt));
+ else
+ gcc_assert (stmt == vect_is_simple_reduction (loop, def_stmt));
+
+ if (STMT_VINFO_LIVE_P (vinfo_for_stmt (def_stmt)))
+ return false;
+
+ /* 4. Supportable by target? */
+
+ /* 4.1. check support for the operation in the loop */
+ optab = optab_for_tree_code (code, vectype);
if (!optab)
{
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "no optab.");
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "no optab.");
return false;
}
vec_mode = TYPE_MODE (vectype);
if (optab->handlers[(int) vec_mode].insn_code == CODE_FOR_nothing)
{
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "op not supported by target.");
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "op not supported by target.");
+ if (GET_MODE_SIZE (vec_mode) != UNITS_PER_WORD
+ || LOOP_VINFO_VECT_FACTOR (loop_vinfo)
+ < vect_min_worthwhile_factor (code))
+ return false;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "proceeding using word mode.");
+ }
+
+ /* Worthwhile without SIMD support? */
+ if (!VECTOR_MODE_P (TYPE_MODE (vectype))
+ && LOOP_VINFO_VECT_FACTOR (loop_vinfo)
+ < vect_min_worthwhile_factor (code))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "not worthwhile without SIMD support.");
return false;
}
+ /* 4.2. Check support for the epilog operation.
+
+ If STMT represents a reduction pattern, then the type of the
+ reduction variable may be different than the type of the rest
+ of the arguments. For example, consider the case of accumulation
+ of shorts into an int accumulator; The original code:
+ S1: int_a = (int) short_a;
+ orig_stmt-> S2: int_acc = plus <int_a ,int_acc>;
+
+ was replaced with:
+ STMT: int_acc = widen_sum <short_a, int_acc>
+
+ This means that:
+ 1. The tree-code that is used to create the vector operation in the
+ epilog code (that reduces the partial results) is not the
+ tree-code of STMT, but is rather the tree-code of the original
+ stmt from the pattern that STMT is replacing. I.e, in the example
+ above we want to use 'widen_sum' in the loop, but 'plus' in the
+ epilog.
+ 2. The type (mode) we use to check available target support
+ for the vector operation to be created in the *epilog*, is
+ determined by the type of the reduction variable (in the example
+ above we'd check this: plus_optab[vect_int_mode]).
+ However the type (mode) we use to check available target support
+ for the vector operation to be created *inside the loop*, is
+ determined by the type of the other arguments to STMT (in the
+ example we'd check this: widen_sum_optab[vect_short_mode]).
+
+ This is contrary to "regular" reductions, in which the types of all
+ the arguments are the same as the type of the reduction variable.
+ For "regular" reductions we can therefore use the same vector type
+ (and also the same tree-code) when generating the epilog code and
+ when generating the code inside the loop. */
+
+ if (orig_stmt)
+ {
+ /* This is a reduction pattern: get the vectype from the type of the
+ reduction variable, and get the tree-code from orig_stmt. */
+ orig_code = TREE_CODE (GIMPLE_STMT_OPERAND (orig_stmt, 1));
+ vectype = get_vectype_for_scalar_type (TREE_TYPE (def));
+ vec_mode = TYPE_MODE (vectype);
+ }
+ else
+ {
+ /* Regular reduction: use the same vectype and tree-code as used for
+ the vector code inside the loop can be used for the epilog code. */
+ orig_code = code;
+ }
+
+ if (!reduction_code_for_scalar_code (orig_code, &epilog_reduc_code))
+ return false;
+ reduc_optab = optab_for_tree_code (epilog_reduc_code, vectype);
+ if (!reduc_optab)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "no optab for reduction.");
+ epilog_reduc_code = NUM_TREE_CODES;
+ }
+ if (reduc_optab->handlers[(int) vec_mode].insn_code == CODE_FOR_nothing)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "reduc op not supported by target.");
+ epilog_reduc_code = NUM_TREE_CODES;
+ }
+
if (!vec_stmt) /* transformation not required. */
{
- STMT_VINFO_TYPE (stmt_info) = op_vec_info_type;
+ STMT_VINFO_TYPE (stmt_info) = reduc_vec_info_type;
return true;
}
/** Transform. **/
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "transform binary/unary operation.");
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform reduction.");
- /* Handle def. */
- scalar_dest = TREE_OPERAND (stmt, 0);
+ /* Create the destination vector */
vec_dest = vect_create_destination_var (scalar_dest, vectype);
- /* Handle uses. */
- op0 = TREE_OPERAND (operation, 0);
- vec_oprnd0 = vect_get_vec_def_for_operand (op0, stmt);
+ /* Create the reduction-phi that defines the reduction-operand. */
+ new_phi = create_phi_node (vec_dest, loop->header);
- if (op_type == binary_op)
+ /* In case the vectorization factor (VF) is bigger than the number
+ of elements that we can fit in a vectype (nunits), we have to generate
+ more than one vector stmt - i.e - we need to "unroll" the
+ vector stmt by a factor VF/nunits. For more details see documentation
+ in vectorizable_operation. */
+
+ prev_stmt_info = NULL;
+ for (j = 0; j < ncopies; j++)
{
- op1 = TREE_OPERAND (operation, 1);
- vec_oprnd1 = vect_get_vec_def_for_operand (op1, stmt);
+ /* Handle uses. */
+ if (j == 0)
+ {
+ op = TREE_OPERAND (operation, 0);
+ loop_vec_def0 = vect_get_vec_def_for_operand (op, stmt, NULL);
+ if (op_type == ternary_op)
+ {
+ op = TREE_OPERAND (operation, 1);
+ loop_vec_def1 = vect_get_vec_def_for_operand (op, stmt, NULL);
+ }
+
+ /* Get the vector def for the reduction variable from the phi node */
+ reduc_def = PHI_RESULT (new_phi);
+ }
+ else
+ {
+ enum vect_def_type dt = vect_unknown_def_type; /* Dummy */
+ loop_vec_def0 = vect_get_vec_def_for_stmt_copy (dt, loop_vec_def0);
+ if (op_type == ternary_op)
+ loop_vec_def1 = vect_get_vec_def_for_stmt_copy (dt, loop_vec_def1);
+
+ /* Get the vector def for the reduction variable from the vectorized
+ reduction operation generated in the previous iteration (j-1) */
+ reduc_def = GIMPLE_STMT_OPERAND (new_stmt ,0);
+ }
+
+ /* Arguments are ready. create the new vector stmt. */
+
+ if (op_type == binary_op)
+ expr = build2 (code, vectype, loop_vec_def0, reduc_def);
+ else
+ expr = build3 (code, vectype, loop_vec_def0, loop_vec_def1,
+ reduc_def);
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest, expr);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
}
-
- /* Arguments are ready. create the new vector stmt. */
-
- if (op_type == binary_op)
- *vec_stmt = build2 (MODIFY_EXPR, vectype, vec_dest,
- build2 (code, vectype, vec_oprnd0, vec_oprnd1));
- else
- *vec_stmt = build2 (MODIFY_EXPR, vectype, vec_dest,
- build1 (code, vectype, vec_oprnd0));
- new_temp = make_ssa_name (vec_dest, *vec_stmt);
- TREE_OPERAND (*vec_stmt, 0) = new_temp;
- vect_finish_stmt_generation (stmt, *vec_stmt, bsi);
-
+
+ /* Finalize the reduction-phi (set it's arguments) and create the
+ epilog reduction code. */
+ vect_create_epilog_for_reduction (new_temp, stmt, epilog_reduc_code, new_phi);
return true;
}
+/* Checks if CALL can be vectorized in type VECTYPE. Returns
+ a function declaration if the target has a vectorized version
+ of the function, or NULL_TREE if the function cannot be vectorized. */
-/* Function vectorizable_store.
+tree
+vectorizable_function (tree call, tree vectype_out, tree vectype_in)
+{
+ tree fndecl = get_callee_fndecl (call);
+ enum built_in_function code;
+
+ /* We only handle functions that do not read or clobber memory -- i.e.
+ const or novops ones. */
+ if (!(call_expr_flags (call) & (ECF_CONST | ECF_NOVOPS)))
+ return NULL_TREE;
+
+ if (!fndecl
+ || TREE_CODE (fndecl) != FUNCTION_DECL
+ || !DECL_BUILT_IN (fndecl))
+ return NULL_TREE;
+
+ code = DECL_FUNCTION_CODE (fndecl);
+ return targetm.vectorize.builtin_vectorized_function (code, vectype_out,
+ vectype_in);
+}
- Check if STMT defines a non scalar data-ref (array/pointer/structure) that
- can be vectorized.
+/* Function vectorizable_call.
+
+ Check if STMT performs a function call that can be vectorized.
If VEC_STMT is also passed, vectorize the STMT: create a vectorized
stmt to replace it, put it in VEC_STMT, and insert it at BSI.
Return FALSE if not a vectorizable STMT, TRUE otherwise. */
bool
-vectorizable_store (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
+vectorizable_call (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
{
+ tree vec_dest;
tree scalar_dest;
- tree data_ref;
- tree op;
- tree vec_oprnd1;
+ tree operation;
+ tree op, type;
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt), prev_stmt_info;
+ tree vectype_out, vectype_in;
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ tree fndecl, rhs, new_temp, def, def_stmt, rhs_type, lhs_type;
+ enum vect_def_type dt[2];
+ int ncopies, j, nargs;
+ call_expr_arg_iterator iter;
+
+ /* Is STMT a vectorizable call? */
+ if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
+ return false;
+
+ if (TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 0)) != SSA_NAME)
+ return false;
+
+ operation = GIMPLE_STMT_OPERAND (stmt, 1);
+ if (TREE_CODE (operation) != CALL_EXPR)
+ return false;
+
+ /* Process function arguments. */
+ rhs_type = NULL_TREE;
+ nargs = 0;
+ FOR_EACH_CALL_EXPR_ARG (op, iter, operation)
+ {
+ ++nargs;
+
+ /* Bail out if the function has more than two arguments, we
+ do not have interesting builtin functions to vectorize with
+ more than two arguments. */
+ if (nargs > 2)
+ return false;
+
+ /* We can only handle calls with arguments of the same type. */
+ if (rhs_type
+ && rhs_type != TREE_TYPE (op))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "argument types differ.");
+ return false;
+ }
+ rhs_type = TREE_TYPE (op);
+
+ if (!vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt[nargs]))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
+ }
+
+ /* No arguments is also not good. */
+ if (nargs == 0)
+ return false;
+
+ vectype_in = get_vectype_for_scalar_type (rhs_type);
+
+ lhs_type = TREE_TYPE (GIMPLE_STMT_OPERAND (stmt, 0));
+ vectype_out = get_vectype_for_scalar_type (lhs_type);
+
+ /* Only handle the case of vectors with the same number of elements.
+ FIXME: We need a way to handle for example the SSE2 cvtpd2dq
+ instruction which converts V2DFmode to V4SImode but only
+ using the lower half of the V4SImode result. */
+ if (TYPE_VECTOR_SUBPARTS (vectype_in) != TYPE_VECTOR_SUBPARTS (vectype_out))
+ return false;
+
+ /* For now, we only vectorize functions if a target specific builtin
+ is available. TODO -- in some cases, it might be profitable to
+ insert the calls for pieces of the vector, in order to be able
+ to vectorize other operations in the loop. */
+ fndecl = vectorizable_function (operation, vectype_out, vectype_in);
+ if (fndecl == NULL_TREE)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "function is not vectorizable.");
+
+ return false;
+ }
+
+ gcc_assert (ZERO_SSA_OPERANDS (stmt, SSA_OP_ALL_VIRTUALS));
+
+ if (!vec_stmt) /* transformation not required. */
+ {
+ STMT_VINFO_TYPE (stmt_info) = call_vec_info_type;
+ return true;
+ }
+
+ /** Transform. **/
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform operation.");
+
+ ncopies = (LOOP_VINFO_VECT_FACTOR (loop_vinfo)
+ / TYPE_VECTOR_SUBPARTS (vectype_out));
+ gcc_assert (ncopies >= 1);
+
+ /* Handle def. */
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ vec_dest = vect_create_destination_var (scalar_dest, vectype_out);
+
+ prev_stmt_info = NULL;
+ for (j = 0; j < ncopies; ++j)
+ {
+ tree new_stmt, vargs;
+ tree vec_oprnd[2];
+ int n;
+
+ /* Build argument list for the vectorized call. */
+ /* FIXME: Rewrite this so that it doesn't construct a temporary
+ list. */
+ vargs = NULL_TREE;
+ n = -1;
+ FOR_EACH_CALL_EXPR_ARG (op, iter, operation)
+ {
+ ++n;
+
+ if (j == 0)
+ vec_oprnd[n] = vect_get_vec_def_for_operand (op, stmt, NULL);
+ else
+ vec_oprnd[n] = vect_get_vec_def_for_stmt_copy (dt[n], vec_oprnd[n]);
+
+ vargs = tree_cons (NULL_TREE, vec_oprnd[n], vargs);
+ }
+ vargs = nreverse (vargs);
+
+ rhs = build_function_call_expr (fndecl, vargs);
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, NULL_TREE, vec_dest, rhs);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ }
+
+ /* The call in STMT might prevent it from being removed in dce. We however
+ cannot remove it here, due to the way the ssa name it defines is mapped
+ to the new definition. So just replace rhs of the statement with something
+ harmless. */
+ type = TREE_TYPE (scalar_dest);
+ GIMPLE_STMT_OPERAND (stmt, 1) = fold_convert (type, integer_zero_node);
+
+ return true;
+}
+
+
+/* Function vectorizable_conversion.
+
+Check if STMT performs a conversion operation, that can be vectorized.
+If VEC_STMT is also passed, vectorize the STMT: create a vectorized
+stmt to replace it, put it in VEC_STMT, and insert it at BSI.
+Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+
+bool
+vectorizable_conversion (tree stmt, block_stmt_iterator * bsi,
+ tree * vec_stmt)
+{
+ tree vec_dest;
+ tree scalar_dest;
+ tree operation;
+ tree op0;
+ tree vec_oprnd0 = NULL_TREE;
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ enum tree_code code;
+ tree new_temp;
+ tree def, def_stmt;
+ enum vect_def_type dt0;
+ tree new_stmt;
+ int nunits_in;
+ int nunits_out;
+ int ncopies, j;
+ tree vectype_out, vectype_in;
+ tree rhs_type, lhs_type;
+ tree builtin_decl;
+ stmt_vec_info prev_stmt_info;
+
+ /* Is STMT a vectorizable conversion? */
+
+ if (!STMT_VINFO_RELEVANT_P (stmt_info))
+ return false;
+
+ gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ /* FORNOW: not yet supported. */
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "value used after loop.");
+ return false;
+ }
+
+ if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
+ return false;
+
+ if (TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 0)) != SSA_NAME)
+ return false;
+
+ operation = GIMPLE_STMT_OPERAND (stmt, 1);
+ code = TREE_CODE (operation);
+ if (code != FIX_TRUNC_EXPR && code != FLOAT_EXPR)
+ return false;
+
+ /* Check types of lhs and rhs */
+ op0 = TREE_OPERAND (operation, 0);
+ rhs_type = TREE_TYPE (op0);
+ vectype_in = get_vectype_for_scalar_type (rhs_type);
+ nunits_in = TYPE_VECTOR_SUBPARTS (vectype_in);
+
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ lhs_type = TREE_TYPE (scalar_dest);
+ vectype_out = get_vectype_for_scalar_type (lhs_type);
+ gcc_assert (STMT_VINFO_VECTYPE (stmt_info) == vectype_out);
+ nunits_out = TYPE_VECTOR_SUBPARTS (vectype_out);
+
+ /* FORNOW: need to extend to support short<->float conversions as well. */
+ if (nunits_out != nunits_in)
+ return false;
+
+ /* Bail out if the types are both integral or non-integral */
+ if ((INTEGRAL_TYPE_P (rhs_type) && INTEGRAL_TYPE_P (lhs_type))
+ || (!INTEGRAL_TYPE_P (rhs_type) && !INTEGRAL_TYPE_P (lhs_type)))
+ return false;
+
+ /* Sanity check: make sure that at least one copy of the vectorized stmt
+ needs to be generated. */
+ ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits_in;
+ gcc_assert (ncopies >= 1);
+
+ if (!vect_is_simple_use (op0, loop_vinfo, &def_stmt, &def, &dt0))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
+
+ /* Supportable by target? */
+ if (!targetm.vectorize.builtin_conversion (code, vectype_in))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "op not supported by target.");
+ return false;
+ }
+
+ if (!vec_stmt) /* transformation not required. */
+ {
+ STMT_VINFO_TYPE (stmt_info) = type_conversion_vec_info_type;
+ return true;
+ }
+
+ /** Transform. **/
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform conversion.");
+
+ /* Handle def. */
+ vec_dest = vect_create_destination_var (scalar_dest, vectype_out);
+
+ prev_stmt_info = NULL;
+ for (j = 0; j < ncopies; j++)
+ {
+ tree sym;
+ ssa_op_iter iter;
+
+ if (j == 0)
+ vec_oprnd0 = vect_get_vec_def_for_operand (op0, stmt, NULL);
+ else
+ vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+
+ builtin_decl =
+ targetm.vectorize.builtin_conversion (code, vectype_in);
+ new_stmt = build_call_expr (builtin_decl, 1, vec_oprnd0);
+
+ /* Arguments are ready. create the new vector stmt. */
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
+ new_stmt);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+ FOR_EACH_SSA_TREE_OPERAND (sym, new_stmt, iter, SSA_OP_ALL_VIRTUALS)
+ {
+ if (TREE_CODE (sym) == SSA_NAME)
+ sym = SSA_NAME_VAR (sym);
+ mark_sym_for_renaming (sym);
+ }
+
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ }
+ return true;
+}
+
+
+/* Function vectorizable_assignment.
+
+ Check if STMT performs an assignment (copy) that can be vectorized.
+ If VEC_STMT is also passed, vectorize the STMT: create a vectorized
+ stmt to replace it, put it in VEC_STMT, and insert it at BSI.
+ Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+
+bool
+vectorizable_assignment (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
+{
+ tree vec_dest;
+ tree scalar_dest;
+ tree op;
+ tree vec_oprnd;
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ tree vectype = STMT_VINFO_VECTYPE (stmt_info);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ tree new_temp;
+ tree def, def_stmt;
+ enum vect_def_type dt;
+ int nunits = TYPE_VECTOR_SUBPARTS (vectype);
+ int ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits;
+
+ gcc_assert (ncopies >= 1);
+ if (ncopies > 1)
+ return false; /* FORNOW */
+
+ /* Is vectorizable assignment? */
+ if (!STMT_VINFO_RELEVANT_P (stmt_info))
+ return false;
+
+ gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+
+ if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
+ return false;
+
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ if (TREE_CODE (scalar_dest) != SSA_NAME)
+ return false;
+
+ op = GIMPLE_STMT_OPERAND (stmt, 1);
+ if (!vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
+
+ if (!vec_stmt) /* transformation not required. */
+ {
+ STMT_VINFO_TYPE (stmt_info) = assignment_vec_info_type;
+ return true;
+ }
+
+ /** Transform. **/
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform assignment.");
+
+ /* Handle def. */
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+
+ /* Handle use. */
+ op = GIMPLE_STMT_OPERAND (stmt, 1);
+ vec_oprnd = vect_get_vec_def_for_operand (op, stmt, NULL);
+
+ /* Arguments are ready. create the new vector stmt. */
+ *vec_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest, vec_oprnd);
+ new_temp = make_ssa_name (vec_dest, *vec_stmt);
+ GIMPLE_STMT_OPERAND (*vec_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, *vec_stmt, bsi);
+
+ return true;
+}
+
+
+/* Function vect_min_worthwhile_factor.
+
+ For a loop where we could vectorize the operation indicated by CODE,
+ return the minimum vectorization factor that makes it worthwhile
+ to use generic vectors. */
+static int
+vect_min_worthwhile_factor (enum tree_code code)
+{
+ switch (code)
+ {
+ case PLUS_EXPR:
+ case MINUS_EXPR:
+ case NEGATE_EXPR:
+ return 4;
+
+ case BIT_AND_EXPR:
+ case BIT_IOR_EXPR:
+ case BIT_XOR_EXPR:
+ case BIT_NOT_EXPR:
+ return 2;
+
+ default:
+ return INT_MAX;
+ }
+}
+
+
+/* Function vectorizable_operation.
+
+ Check if STMT performs a binary or unary operation that can be vectorized.
+ If VEC_STMT is also passed, vectorize the STMT: create a vectorized
+ stmt to replace it, put it in VEC_STMT, and insert it at BSI.
+ Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+
+bool
+vectorizable_operation (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
+{
+ tree vec_dest;
+ tree scalar_dest;
+ tree operation;
+ tree op0, op1 = NULL;
+ tree vec_oprnd0 = NULL_TREE, vec_oprnd1 = NULL_TREE;
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ tree vectype = STMT_VINFO_VECTYPE (stmt_info);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ enum tree_code code;
+ enum machine_mode vec_mode;
+ tree new_temp;
+ int op_type;
+ optab optab;
+ int icode;
+ enum machine_mode optab_op2_mode;
+ tree def, def_stmt;
+ enum vect_def_type dt0, dt1;
+ tree new_stmt;
+ stmt_vec_info prev_stmt_info;
+ int nunits_in = TYPE_VECTOR_SUBPARTS (vectype);
+ int nunits_out;
+ tree vectype_out;
+ int ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits_in;
+ int j;
+
+ gcc_assert (ncopies >= 1);
+
+ /* Is STMT a vectorizable binary/unary operation? */
+ if (!STMT_VINFO_RELEVANT_P (stmt_info))
+ return false;
+
+ gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ /* FORNOW: not yet supported. */
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "value used after loop.");
+ return false;
+ }
+
+ if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
+ return false;
+
+ if (TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 0)) != SSA_NAME)
+ return false;
+
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ vectype_out = get_vectype_for_scalar_type (TREE_TYPE (scalar_dest));
+ nunits_out = TYPE_VECTOR_SUBPARTS (vectype_out);
+ if (nunits_out != nunits_in)
+ return false;
+
+ operation = GIMPLE_STMT_OPERAND (stmt, 1);
+ code = TREE_CODE (operation);
+ optab = optab_for_tree_code (code, vectype);
+
+ /* Support only unary or binary operations. */
+ op_type = TREE_OPERAND_LENGTH (operation);
+ if (op_type != unary_op && op_type != binary_op)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "num. args = %d (not unary/binary op).", op_type);
+ return false;
+ }
+
+ op0 = TREE_OPERAND (operation, 0);
+ if (!vect_is_simple_use (op0, loop_vinfo, &def_stmt, &def, &dt0))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
+
+ if (op_type == binary_op)
+ {
+ op1 = TREE_OPERAND (operation, 1);
+ if (!vect_is_simple_use (op1, loop_vinfo, &def_stmt, &def, &dt1))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
+ }
+
+ /* Supportable by target? */
+ if (!optab)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "no optab.");
+ return false;
+ }
+ vec_mode = TYPE_MODE (vectype);
+ icode = (int) optab->handlers[(int) vec_mode].insn_code;
+ if (icode == CODE_FOR_nothing)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "op not supported by target.");
+ if (GET_MODE_SIZE (vec_mode) != UNITS_PER_WORD
+ || LOOP_VINFO_VECT_FACTOR (loop_vinfo)
+ < vect_min_worthwhile_factor (code))
+ return false;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "proceeding using word mode.");
+ }
+
+ /* Worthwhile without SIMD support? */
+ if (!VECTOR_MODE_P (TYPE_MODE (vectype))
+ && LOOP_VINFO_VECT_FACTOR (loop_vinfo)
+ < vect_min_worthwhile_factor (code))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "not worthwhile without SIMD support.");
+ return false;
+ }
+
+ if (code == LSHIFT_EXPR || code == RSHIFT_EXPR)
+ {
+ /* FORNOW: not yet supported. */
+ if (!VECTOR_MODE_P (vec_mode))
+ return false;
+
+ /* Invariant argument is needed for a vector shift
+ by a scalar shift operand. */
+ optab_op2_mode = insn_data[icode].operand[2].mode;
+ if (! (VECTOR_MODE_P (optab_op2_mode)
+ || dt1 == vect_constant_def
+ || dt1 == vect_invariant_def))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "operand mode requires invariant argument.");
+ return false;
+ }
+ }
+
+ if (!vec_stmt) /* transformation not required. */
+ {
+ STMT_VINFO_TYPE (stmt_info) = op_vec_info_type;
+ return true;
+ }
+
+ /** Transform. **/
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform binary/unary operation.");
+
+ /* Handle def. */
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+
+ /* In case the vectorization factor (VF) is bigger than the number
+ of elements that we can fit in a vectype (nunits), we have to generate
+ more than one vector stmt - i.e - we need to "unroll" the
+ vector stmt by a factor VF/nunits. In doing so, we record a pointer
+ from one copy of the vector stmt to the next, in the field
+ STMT_VINFO_RELATED_STMT. This is necessary in order to allow following
+ stages to find the correct vector defs to be used when vectorizing
+ stmts that use the defs of the current stmt. The example below illustrates
+ the vectorization process when VF=16 and nunits=4 (i.e - we need to create
+ 4 vectorized stmts):
+
+ before vectorization:
+ RELATED_STMT VEC_STMT
+ S1: x = memref - -
+ S2: z = x + 1 - -
+
+ step 1: vectorize stmt S1 (done in vectorizable_load. See more details
+ there):
+ RELATED_STMT VEC_STMT
+ VS1_0: vx0 = memref0 VS1_1 -
+ VS1_1: vx1 = memref1 VS1_2 -
+ VS1_2: vx2 = memref2 VS1_3 -
+ VS1_3: vx3 = memref3 - -
+ S1: x = load - VS1_0
+ S2: z = x + 1 - -
+
+ step2: vectorize stmt S2 (done here):
+ To vectorize stmt S2 we first need to find the relevant vector
+ def for the first operand 'x'. This is, as usual, obtained from
+ the vector stmt recorded in the STMT_VINFO_VEC_STMT of the stmt
+ that defines 'x' (S1). This way we find the stmt VS1_0, and the
+ relevant vector def 'vx0'. Having found 'vx0' we can generate
+ the vector stmt VS2_0, and as usual, record it in the
+ STMT_VINFO_VEC_STMT of stmt S2.
+ When creating the second copy (VS2_1), we obtain the relevant vector
+ def from the vector stmt recorded in the STMT_VINFO_RELATED_STMT of
+ stmt VS1_0. This way we find the stmt VS1_1 and the relevant
+ vector def 'vx1'. Using 'vx1' we create stmt VS2_1 and record a
+ pointer to it in the STMT_VINFO_RELATED_STMT of the vector stmt VS2_0.
+ Similarly when creating stmts VS2_2 and VS2_3. This is the resulting
+ chain of stmts and pointers:
+ RELATED_STMT VEC_STMT
+ VS1_0: vx0 = memref0 VS1_1 -
+ VS1_1: vx1 = memref1 VS1_2 -
+ VS1_2: vx2 = memref2 VS1_3 -
+ VS1_3: vx3 = memref3 - -
+ S1: x = load - VS1_0
+ VS2_0: vz0 = vx0 + v1 VS2_1 -
+ VS2_1: vz1 = vx1 + v1 VS2_2 -
+ VS2_2: vz2 = vx2 + v1 VS2_3 -
+ VS2_3: vz3 = vx3 + v1 - -
+ S2: z = x + 1 - VS2_0 */
+
+ prev_stmt_info = NULL;
+ for (j = 0; j < ncopies; j++)
+ {
+ /* Handle uses. */
+ if (j == 0)
+ {
+ vec_oprnd0 = vect_get_vec_def_for_operand (op0, stmt, NULL);
+ if (op_type == binary_op)
+ {
+ if (code == LSHIFT_EXPR || code == RSHIFT_EXPR)
+ {
+ /* Vector shl and shr insn patterns can be defined with
+ scalar operand 2 (shift operand). In this case, use
+ constant or loop invariant op1 directly, without
+ extending it to vector mode first. */
+ optab_op2_mode = insn_data[icode].operand[2].mode;
+ if (!VECTOR_MODE_P (optab_op2_mode))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "operand 1 using scalar mode.");
+ vec_oprnd1 = op1;
+ }
+ }
+ if (!vec_oprnd1)
+ vec_oprnd1 = vect_get_vec_def_for_operand (op1, stmt, NULL);
+ }
+ }
+ else
+ {
+ vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+ if (op_type == binary_op)
+ vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt1, vec_oprnd1);
+ }
+
+ /* Arguments are ready. create the new vector stmt. */
+
+ if (op_type == binary_op)
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
+ build2 (code, vectype, vec_oprnd0, vec_oprnd1));
+ else
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
+ build1 (code, vectype, vec_oprnd0));
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ }
+
+ return true;
+}
+
+
+/* Function vectorizable_type_demotion
+
+ Check if STMT performs a binary or unary operation that involves
+ type demotion, and if it can be vectorized.
+ If VEC_STMT is also passed, vectorize the STMT: create a vectorized
+ stmt to replace it, put it in VEC_STMT, and insert it at BSI.
+ Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+
+bool
+vectorizable_type_demotion (tree stmt, block_stmt_iterator *bsi,
+ tree *vec_stmt)
+{
+ tree vec_dest;
+ tree scalar_dest;
+ tree operation;
+ tree op0;
+ tree vec_oprnd0=NULL, vec_oprnd1=NULL;
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ enum tree_code code;
+ tree new_temp;
+ tree def, def_stmt;
+ enum vect_def_type dt0;
+ tree new_stmt;
+ stmt_vec_info prev_stmt_info;
+ int nunits_in;
+ int nunits_out;
+ tree vectype_out;
+ int ncopies;
+ int j;
+ tree expr;
+ tree vectype_in;
+ tree scalar_type;
+ optab optab;
+ enum machine_mode vec_mode;
+
+ /* Is STMT a vectorizable type-demotion operation? */
+
+ if (!STMT_VINFO_RELEVANT_P (stmt_info))
+ return false;
+
+ gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ /* FORNOW: not yet supported. */
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "value used after loop.");
+ return false;
+ }
+
+ if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
+ return false;
+
+ if (TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 0)) != SSA_NAME)
+ return false;
+
+ operation = GIMPLE_STMT_OPERAND (stmt, 1);
+ code = TREE_CODE (operation);
+ if (code != NOP_EXPR && code != CONVERT_EXPR)
+ return false;
+
+ op0 = TREE_OPERAND (operation, 0);
+ vectype_in = get_vectype_for_scalar_type (TREE_TYPE (op0));
+ nunits_in = TYPE_VECTOR_SUBPARTS (vectype_in);
+
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ scalar_type = TREE_TYPE (scalar_dest);
+ vectype_out = get_vectype_for_scalar_type (scalar_type);
+ nunits_out = TYPE_VECTOR_SUBPARTS (vectype_out);
+ if (nunits_in != nunits_out / 2) /* FORNOW */
+ return false;
+
+ ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits_out;
+ gcc_assert (ncopies >= 1);
+
+ if (! INTEGRAL_TYPE_P (scalar_type)
+ || !INTEGRAL_TYPE_P (TREE_TYPE (op0)))
+ return false;
+
+ /* Check the operands of the operation. */
+ if (!vect_is_simple_use (op0, loop_vinfo, &def_stmt, &def, &dt0))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
+
+ /* Supportable by target? */
+ code = VEC_PACK_MOD_EXPR;
+ optab = optab_for_tree_code (VEC_PACK_MOD_EXPR, vectype_in);
+ if (!optab)
+ return false;
+
+ vec_mode = TYPE_MODE (vectype_in);
+ if (optab->handlers[(int) vec_mode].insn_code == CODE_FOR_nothing)
+ return false;
+
+ STMT_VINFO_VECTYPE (stmt_info) = vectype_in;
+
+ if (!vec_stmt) /* transformation not required. */
+ {
+ STMT_VINFO_TYPE (stmt_info) = type_demotion_vec_info_type;
+ return true;
+ }
+
+ /** Transform. **/
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform type demotion operation. ncopies = %d.",
+ ncopies);
+
+ /* Handle def. */
+ vec_dest = vect_create_destination_var (scalar_dest, vectype_out);
+
+ /* In case the vectorization factor (VF) is bigger than the number
+ of elements that we can fit in a vectype (nunits), we have to generate
+ more than one vector stmt - i.e - we need to "unroll" the
+ vector stmt by a factor VF/nunits. */
+ prev_stmt_info = NULL;
+ for (j = 0; j < ncopies; j++)
+ {
+ /* Handle uses. */
+ if (j == 0)
+ {
+ vec_oprnd0 = vect_get_vec_def_for_operand (op0, stmt, NULL);
+ vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+ }
+ else
+ {
+ vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd1);
+ vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+ }
+
+ /* Arguments are ready. Create the new vector stmt. */
+ expr = build2 (code, vectype_out, vec_oprnd0, vec_oprnd1);
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest, expr);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ }
+
+ *vec_stmt = STMT_VINFO_VEC_STMT (stmt_info);
+ return true;
+}
+
+
+/* Function vect_gen_widened_results_half
+
+ Create a vector stmt whose code, type, number of arguments, and result
+ variable are CODE, VECTYPE, OP_TYPE, and VEC_DEST, and its arguments are
+ VEC_OPRND0 and VEC_OPRND1. The new vector stmt is to be inserted at BSI.
+ In the case that CODE is a CALL_EXPR, this means that a call to DECL
+ needs to be created (DECL is a function-decl of a target-builtin).
+ STMT is the original scalar stmt that we are vectorizing. */
+
+static tree
+vect_gen_widened_results_half (enum tree_code code, tree vectype, tree decl,
+ tree vec_oprnd0, tree vec_oprnd1, int op_type,
+ tree vec_dest, block_stmt_iterator *bsi,
+ tree stmt)
+{
+ tree expr;
+ tree new_stmt;
+ tree new_temp;
+ tree sym;
+ ssa_op_iter iter;
+
+ /* Generate half of the widened result: */
+ if (code == CALL_EXPR)
+ {
+ /* Target specific support */
+ if (op_type == binary_op)
+ expr = build_call_expr (decl, 2, vec_oprnd0, vec_oprnd1);
+ else
+ expr = build_call_expr (decl, 1, vec_oprnd0);
+ }
+ else
+ {
+ /* Generic support */
+ gcc_assert (op_type == TREE_CODE_LENGTH (code));
+ if (op_type == binary_op)
+ expr = build2 (code, vectype, vec_oprnd0, vec_oprnd1);
+ else
+ expr = build1 (code, vectype, vec_oprnd0);
+ }
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest, expr);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+
+ if (code == CALL_EXPR)
+ {
+ FOR_EACH_SSA_TREE_OPERAND (sym, new_stmt, iter, SSA_OP_ALL_VIRTUALS)
+ {
+ if (TREE_CODE (sym) == SSA_NAME)
+ sym = SSA_NAME_VAR (sym);
+ mark_sym_for_renaming (sym);
+ }
+ }
+
+ return new_stmt;
+}
+
+
+/* Function vectorizable_type_promotion
+
+ Check if STMT performs a binary or unary operation that involves
+ type promotion, and if it can be vectorized.
+ If VEC_STMT is also passed, vectorize the STMT: create a vectorized
+ stmt to replace it, put it in VEC_STMT, and insert it at BSI.
+ Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+
+bool
+vectorizable_type_promotion (tree stmt, block_stmt_iterator *bsi,
+ tree *vec_stmt)
+{
+ tree vec_dest;
+ tree scalar_dest;
+ tree operation;
+ tree op0, op1 = NULL;
+ tree vec_oprnd0=NULL, vec_oprnd1=NULL;
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ enum tree_code code, code1 = CODE_FOR_nothing, code2 = CODE_FOR_nothing;
+ tree decl1 = NULL_TREE, decl2 = NULL_TREE;
+ int op_type;
+ tree def, def_stmt;
+ enum vect_def_type dt0, dt1;
+ tree new_stmt;
+ stmt_vec_info prev_stmt_info;
+ int nunits_in;
+ int nunits_out;
+ tree vectype_out;
+ int ncopies;
+ int j;
+ tree vectype_in;
+
+ /* Is STMT a vectorizable type-promotion operation? */
+
+ if (!STMT_VINFO_RELEVANT_P (stmt_info))
+ return false;
+
+ gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ /* FORNOW: not yet supported. */
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "value used after loop.");
+ return false;
+ }
+
+ if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
+ return false;
+
+ if (TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 0)) != SSA_NAME)
+ return false;
+
+ operation = GIMPLE_STMT_OPERAND (stmt, 1);
+ code = TREE_CODE (operation);
+ if (code != NOP_EXPR && code != WIDEN_MULT_EXPR)
+ return false;
+
+ op0 = TREE_OPERAND (operation, 0);
+ vectype_in = get_vectype_for_scalar_type (TREE_TYPE (op0));
+ nunits_in = TYPE_VECTOR_SUBPARTS (vectype_in);
+ ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits_in;
+ gcc_assert (ncopies >= 1);
+
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ vectype_out = get_vectype_for_scalar_type (TREE_TYPE (scalar_dest));
+ nunits_out = TYPE_VECTOR_SUBPARTS (vectype_out);
+ if (nunits_out != nunits_in / 2) /* FORNOW */
+ return false;
+
+ if (! INTEGRAL_TYPE_P (TREE_TYPE (scalar_dest))
+ || !INTEGRAL_TYPE_P (TREE_TYPE (op0)))
+ return false;
+
+ /* Check the operands of the operation. */
+ if (!vect_is_simple_use (op0, loop_vinfo, &def_stmt, &def, &dt0))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
+
+ op_type = TREE_CODE_LENGTH (code);
+ if (op_type == binary_op)
+ {
+ op1 = TREE_OPERAND (operation, 1);
+ if (!vect_is_simple_use (op1, loop_vinfo, &def_stmt, &def, &dt1))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
+ }
+
+ /* Supportable by target? */
+ if (!supportable_widening_operation (code, stmt, vectype_in,
+ &decl1, &decl2, &code1, &code2))
+ return false;
+
+ STMT_VINFO_VECTYPE (stmt_info) = vectype_in;
+
+ if (!vec_stmt) /* transformation not required. */
+ {
+ STMT_VINFO_TYPE (stmt_info) = type_promotion_vec_info_type;
+ return true;
+ }
+
+ /** Transform. **/
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform type promotion operation. ncopies = %d.",
+ ncopies);
+
+ /* Handle def. */
+ vec_dest = vect_create_destination_var (scalar_dest, vectype_out);
+
+ /* In case the vectorization factor (VF) is bigger than the number
+ of elements that we can fit in a vectype (nunits), we have to generate
+ more than one vector stmt - i.e - we need to "unroll" the
+ vector stmt by a factor VF/nunits. */
+
+ prev_stmt_info = NULL;
+ for (j = 0; j < ncopies; j++)
+ {
+ /* Handle uses. */
+ if (j == 0)
+ {
+ vec_oprnd0 = vect_get_vec_def_for_operand (op0, stmt, NULL);
+ if (op_type == binary_op)
+ vec_oprnd1 = vect_get_vec_def_for_operand (op1, stmt, NULL);
+ }
+ else
+ {
+ vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+ if (op_type == binary_op)
+ vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt1, vec_oprnd1);
+ }
+
+ /* Arguments are ready. Create the new vector stmt. We are creating
+ two vector defs because the widened result does not fit in one vector.
+ The vectorized stmt can be expressed as a call to a taregt builtin,
+ or a using a tree-code. */
+ /* Generate first half of the widened result: */
+ new_stmt = vect_gen_widened_results_half (code1, vectype_out, decl1,
+ vec_oprnd0, vec_oprnd1, op_type, vec_dest, bsi, stmt);
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+
+ /* Generate second half of the widened result: */
+ new_stmt = vect_gen_widened_results_half (code2, vectype_out, decl2,
+ vec_oprnd0, vec_oprnd1, op_type, vec_dest, bsi, stmt);
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+
+ }
+
+ *vec_stmt = STMT_VINFO_VEC_STMT (stmt_info);
+ return true;
+}
+
+
+/* Function vect_strided_store_supported.
+
+ Returns TRUE is INTERLEAVE_HIGH and INTERLEAVE_LOW operations are supported,
+ and FALSE otherwise. */
+
+static bool
+vect_strided_store_supported (tree vectype)
+{
+ optab interleave_high_optab, interleave_low_optab;
+ int mode;
+
+ mode = (int) TYPE_MODE (vectype);
+
+ /* Check that the operation is supported. */
+ interleave_high_optab = optab_for_tree_code (VEC_INTERLEAVE_HIGH_EXPR,
+ vectype);
+ interleave_low_optab = optab_for_tree_code (VEC_INTERLEAVE_LOW_EXPR,
+ vectype);
+ if (!interleave_high_optab || !interleave_low_optab)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "no optab for interleave.");
+ return false;
+ }
+
+ if (interleave_high_optab->handlers[(int) mode].insn_code
+ == CODE_FOR_nothing
+ || interleave_low_optab->handlers[(int) mode].insn_code
+ == CODE_FOR_nothing)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "interleave op not supported by target.");
+ return false;
+ }
+ return true;
+}
+
+
+/* Function vect_permute_store_chain.
+
+ Given a chain of interleaved stores in DR_CHAIN of LENGTH that must be
+ a power of 2, generate interleave_high/low stmts to reorder the data
+ correctly for the stores. Return the final references for stores in
+ RESULT_CHAIN.
+
+ E.g., LENGTH is 4 and the scalar type is short, i.e., VF is 8.
+ The input is 4 vectors each containing 8 elements. We assign a number to each
+ element, the input sequence is:
+
+ 1st vec: 0 1 2 3 4 5 6 7
+ 2nd vec: 8 9 10 11 12 13 14 15
+ 3rd vec: 16 17 18 19 20 21 22 23
+ 4th vec: 24 25 26 27 28 29 30 31
+
+ The output sequence should be:
+
+ 1st vec: 0 8 16 24 1 9 17 25
+ 2nd vec: 2 10 18 26 3 11 19 27
+ 3rd vec: 4 12 20 28 5 13 21 30
+ 4th vec: 6 14 22 30 7 15 23 31
+
+ i.e., we interleave the contents of the four vectors in their order.
+
+ We use interleave_high/low instructions to create such output. The input of
+ each interleave_high/low operation is two vectors:
+ 1st vec 2nd vec
+ 0 1 2 3 4 5 6 7
+ the even elements of the result vector are obtained left-to-right from the
+ high/low elements of the first vector. The odd elements of the result are
+ obtained left-to-right from the high/low elements of the second vector.
+ The output of interleave_high will be: 0 4 1 5
+ and of interleave_low: 2 6 3 7
+
+
+ The permutation is done in log LENGTH stages. In each stage interleave_high
+ and interleave_low stmts are created for each pair of vectors in DR_CHAIN,
+ where the first argument is taken from the first half of DR_CHAIN and the
+ second argument from it's second half.
+ In our example,
+
+ I1: interleave_high (1st vec, 3rd vec)
+ I2: interleave_low (1st vec, 3rd vec)
+ I3: interleave_high (2nd vec, 4th vec)
+ I4: interleave_low (2nd vec, 4th vec)
+
+ The output for the first stage is:
+
+ I1: 0 16 1 17 2 18 3 19
+ I2: 4 20 5 21 6 22 7 23
+ I3: 8 24 9 25 10 26 11 27
+ I4: 12 28 13 29 14 30 15 31
+
+ The output of the second stage, i.e. the final result is:
+
+ I1: 0 8 16 24 1 9 17 25
+ I2: 2 10 18 26 3 11 19 27
+ I3: 4 12 20 28 5 13 21 30
+ I4: 6 14 22 30 7 15 23 31. */
+
+static bool
+vect_permute_store_chain (VEC(tree,heap) *dr_chain,
+ unsigned int length,
+ tree stmt,
+ block_stmt_iterator *bsi,
+ VEC(tree,heap) **result_chain)
+{
+ tree perm_dest, perm_stmt, vect1, vect2, high, low;
+ tree vectype = STMT_VINFO_VECTYPE (vinfo_for_stmt (stmt));
+ tree scalar_dest;
+ int i;
+ unsigned int j;
+ VEC(tree,heap) *first, *second;
+
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ first = VEC_alloc (tree, heap, length/2);
+ second = VEC_alloc (tree, heap, length/2);
+
+ /* Check that the operation is supported. */
+ if (!vect_strided_store_supported (vectype))
+ return false;
+
+ *result_chain = VEC_copy (tree, heap, dr_chain);
+
+ for (i = 0; i < exact_log2 (length); i++)
+ {
+ for (j = 0; j < length/2; j++)
+ {
+ vect1 = VEC_index (tree, dr_chain, j);
+ vect2 = VEC_index (tree, dr_chain, j+length/2);
+
+ /* Create interleaving stmt:
+ in the case of big endian:
+ high = interleave_high (vect1, vect2)
+ and in the case of little endian:
+ high = interleave_low (vect1, vect2). */
+ perm_dest = create_tmp_var (vectype, "vect_inter_high");
+ DECL_GIMPLE_REG_P (perm_dest) = 1;
+ add_referenced_var (perm_dest);
+ if (BYTES_BIG_ENDIAN)
+ perm_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, perm_dest,
+ build2 (VEC_INTERLEAVE_HIGH_EXPR, vectype,
+ vect1, vect2));
+ else
+ perm_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, perm_dest,
+ build2 (VEC_INTERLEAVE_LOW_EXPR, vectype,
+ vect1, vect2));
+ high = make_ssa_name (perm_dest, perm_stmt);
+ GIMPLE_STMT_OPERAND (perm_stmt, 0) = high;
+ vect_finish_stmt_generation (stmt, perm_stmt, bsi);
+ VEC_replace (tree, *result_chain, 2*j, high);
+
+ /* Create interleaving stmt:
+ in the case of big endian:
+ low = interleave_low (vect1, vect2)
+ and in the case of little endian:
+ low = interleave_high (vect1, vect2). */
+ perm_dest = create_tmp_var (vectype, "vect_inter_low");
+ DECL_GIMPLE_REG_P (perm_dest) = 1;
+ add_referenced_var (perm_dest);
+ if (BYTES_BIG_ENDIAN)
+ perm_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, perm_dest,
+ build2 (VEC_INTERLEAVE_LOW_EXPR, vectype,
+ vect1, vect2));
+ else
+ perm_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, perm_dest,
+ build2 (VEC_INTERLEAVE_HIGH_EXPR, vectype,
+ vect1, vect2));
+ low = make_ssa_name (perm_dest, perm_stmt);
+ GIMPLE_STMT_OPERAND (perm_stmt, 0) = low;
+ vect_finish_stmt_generation (stmt, perm_stmt, bsi);
+ VEC_replace (tree, *result_chain, 2*j+1, low);
+ }
+ dr_chain = VEC_copy (tree, heap, *result_chain);
+ }
+ return true;
+}
+
+
+/* Function vectorizable_store.
+
+ Check if STMT defines a non scalar data-ref (array/pointer/structure) that
+ can be vectorized.
+ If VEC_STMT is also passed, vectorize the STMT: create a vectorized
+ stmt to replace it, put it in VEC_STMT, and insert it at BSI.
+ Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+
+bool
+vectorizable_store (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
+{
+ tree scalar_dest;
+ tree data_ref;
+ tree op;
+ tree vec_oprnd = NULL_TREE;
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info), *first_dr = NULL;
+ tree vectype = STMT_VINFO_VECTYPE (stmt_info);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ enum machine_mode vec_mode;
+ tree dummy;
+ enum dr_alignment_support alignment_support_cheme;
+ ssa_op_iter iter;
+ def_operand_p def_p;
+ tree def, def_stmt;
+ enum vect_def_type dt;
+ stmt_vec_info prev_stmt_info = NULL;
+ tree dataref_ptr = NULL_TREE;
+ int nunits = TYPE_VECTOR_SUBPARTS (vectype);
+ int ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits;
+ int j;
+ tree next_stmt, first_stmt;
+ bool strided_store = false;
+ unsigned int group_size, i;
+ VEC(tree,heap) *dr_chain = NULL, *oprnds = NULL, *result_chain = NULL;
+ gcc_assert (ncopies >= 1);
+
+ /* Is vectorizable store? */
+
+ if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
+ return false;
+
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ if (TREE_CODE (scalar_dest) != ARRAY_REF
+ && TREE_CODE (scalar_dest) != INDIRECT_REF
+ && !DR_GROUP_FIRST_DR (stmt_info))
+ return false;
+
+ op = GIMPLE_STMT_OPERAND (stmt, 1);
+ if (!vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
+
+ vec_mode = TYPE_MODE (vectype);
+ /* FORNOW. In some cases can vectorize even if data-type not supported
+ (e.g. - array initialization with 0). */
+ if (mov_optab->handlers[(int)vec_mode].insn_code == CODE_FOR_nothing)
+ return false;
+
+ if (!STMT_VINFO_DATA_REF (stmt_info))
+ return false;
+
+ if (DR_GROUP_FIRST_DR (stmt_info))
+ {
+ strided_store = true;
+ if (!vect_strided_store_supported (vectype))
+ return false;
+ }
+
+ if (!vec_stmt) /* transformation not required. */
+ {
+ STMT_VINFO_TYPE (stmt_info) = store_vec_info_type;
+ return true;
+ }
+
+ /** Transform. **/
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform store. ncopies = %d",ncopies);
+
+ if (strided_store)
+ {
+ first_stmt = DR_GROUP_FIRST_DR (stmt_info);
+ first_dr = STMT_VINFO_DATA_REF (vinfo_for_stmt (first_stmt));
+ group_size = DR_GROUP_SIZE (vinfo_for_stmt (first_stmt));
+
+ DR_GROUP_STORE_COUNT (vinfo_for_stmt (first_stmt))++;
+
+ /* We vectorize all the stmts of the interleaving group when we
+ reach the last stmt in the group. */
+ if (DR_GROUP_STORE_COUNT (vinfo_for_stmt (first_stmt))
+ < DR_GROUP_SIZE (vinfo_for_stmt (first_stmt)))
+ {
+ *vec_stmt = NULL_TREE;
+ return true;
+ }
+ }
+ else
+ {
+ first_stmt = stmt;
+ first_dr = dr;
+ group_size = 1;
+ }
+
+ dr_chain = VEC_alloc (tree, heap, group_size);
+ oprnds = VEC_alloc (tree, heap, group_size);
+
+ alignment_support_cheme = vect_supportable_dr_alignment (first_dr);
+ gcc_assert (alignment_support_cheme);
+ gcc_assert (alignment_support_cheme == dr_aligned); /* FORNOW */
+
+ /* In case the vectorization factor (VF) is bigger than the number
+ of elements that we can fit in a vectype (nunits), we have to generate
+ more than one vector stmt - i.e - we need to "unroll" the
+ vector stmt by a factor VF/nunits. For more details see documentation in
+ vect_get_vec_def_for_copy_stmt. */
+
+ /* In case of interleaving (non-unit strided access):
+
+ S1: &base + 2 = x2
+ S2: &base = x0
+ S3: &base + 1 = x1
+ S4: &base + 3 = x3
+
+ We create vectorized stores starting from base address (the access of the
+ first stmt in the chain (S2 in the above example), when the last store stmt
+ of the chain (S4) is reached:
+
+ VS1: &base = vx2
+ VS2: &base + vec_size*1 = vx0
+ VS3: &base + vec_size*2 = vx1
+ VS4: &base + vec_size*3 = vx3
+
+ Then permutation statements are generated:
+
+ VS5: vx5 = VEC_INTERLEAVE_HIGH_EXPR < vx0, vx3 >
+ VS6: vx6 = VEC_INTERLEAVE_LOW_EXPR < vx0, vx3 >
+ ...
+
+ And they are put in STMT_VINFO_VEC_STMT of the corresponding scalar stmts
+ (the order of the data-refs in the output of vect_permute_store_chain
+ corresponds to the order of scalar stmts in the interleaving chain - see
+ the documentation of vect_permute_store_chain()).
+
+ In case of both multiple types and interleaving, above vector stores and
+ permutation stmts are created for every copy. The result vector stmts are
+ put in STMT_VINFO_VEC_STMT for the first copy and in the corresponding
+ STMT_VINFO_RELATED_STMT for the next copies.
+ */
+
+ prev_stmt_info = NULL;
+ for (j = 0; j < ncopies; j++)
+ {
+ tree new_stmt;
+ tree ptr_incr;
+
+ if (j == 0)
+ {
+ /* For interleaved stores we collect vectorized defs for all the
+ stores in the group in DR_CHAIN and OPRNDS. DR_CHAIN is then used
+ as an input to vect_permute_store_chain(), and OPRNDS as an input
+ to vect_get_vec_def_for_stmt_copy() for the next copy.
+ If the store is not strided, GROUP_SIZE is 1, and DR_CHAIN and
+ OPRNDS are of size 1. */
+ next_stmt = first_stmt;
+ for (i = 0; i < group_size; i++)
+ {
+ /* Since gaps are not supported for interleaved stores, GROUP_SIZE
+ is the exact number of stmts in the chain. Therefore, NEXT_STMT
+ can't be NULL_TREE. In case that there is no interleaving,
+ GROUP_SIZE is 1, and only one iteration of the loop will be
+ executed. */
+ gcc_assert (next_stmt);
+ op = GIMPLE_STMT_OPERAND (next_stmt, 1);
+ vec_oprnd = vect_get_vec_def_for_operand (op, next_stmt, NULL);
+ VEC_quick_push(tree, dr_chain, vec_oprnd);
+ VEC_quick_push(tree, oprnds, vec_oprnd);
+ next_stmt = DR_GROUP_NEXT_DR (vinfo_for_stmt (next_stmt));
+ }
+ dataref_ptr = vect_create_data_ref_ptr (first_stmt, bsi, NULL_TREE,
+ &dummy, &ptr_incr, false,
+ TREE_TYPE (vec_oprnd));
+ }
+ else
+ {
+ /* For interleaved stores we created vectorized defs for all the
+ defs stored in OPRNDS in the previous iteration (previous copy).
+ DR_CHAIN is then used as an input to vect_permute_store_chain(),
+ and OPRNDS as an input to vect_get_vec_def_for_stmt_copy() for the
+ next copy.
+ If the store is not strided, GROUP_SIZE is 1, and DR_CHAIN and
+ OPRNDS are of size 1. */
+ for (i = 0; i < group_size; i++)
+ {
+ vec_oprnd = vect_get_vec_def_for_stmt_copy (dt,
+ VEC_index (tree, oprnds, i));
+ VEC_replace(tree, dr_chain, i, vec_oprnd);
+ VEC_replace(tree, oprnds, i, vec_oprnd);
+ }
+ dataref_ptr = bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt);
+ }
+
+ if (strided_store)
+ {
+ result_chain = VEC_alloc (tree, heap, group_size);
+ /* Permute. */
+ if (!vect_permute_store_chain (dr_chain, group_size, stmt, bsi,
+ &result_chain))
+ return false;
+ }
+
+ next_stmt = first_stmt;
+ for (i = 0; i < group_size; i++)
+ {
+ /* For strided stores vectorized defs are interleaved in
+ vect_permute_store_chain(). */
+ if (strided_store)
+ vec_oprnd = VEC_index(tree, result_chain, i);
+
+ data_ref = build_fold_indirect_ref (dataref_ptr);
+ /* Arguments are ready. Create the new vector stmt. */
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, data_ref,
+ vec_oprnd);
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+
+ /* Set the VDEFs for the vector pointer. If this virtual def
+ has a use outside the loop and a loop peel is performed
+ then the def may be renamed by the peel. Mark it for
+ renaming so the later use will also be renamed. */
+ copy_virtual_operands (new_stmt, next_stmt);
+ if (j == 0)
+ {
+ /* The original store is deleted so the same SSA_NAMEs
+ can be used. */
+ FOR_EACH_SSA_TREE_OPERAND (def, next_stmt, iter, SSA_OP_VDEF)
+ {
+ SSA_NAME_DEF_STMT (def) = new_stmt;
+ mark_sym_for_renaming (SSA_NAME_VAR (def));
+ }
+
+ STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
+ }
+ else
+ {
+ /* Create new names for all the definitions created by COPY and
+ add replacement mappings for each new name. */
+ FOR_EACH_SSA_DEF_OPERAND (def_p, new_stmt, iter, SSA_OP_VDEF)
+ {
+ create_new_def_for (DEF_FROM_PTR (def_p), new_stmt, def_p);
+ mark_sym_for_renaming (SSA_NAME_VAR (DEF_FROM_PTR (def_p)));
+ }
+
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ }
+
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ next_stmt = DR_GROUP_NEXT_DR (vinfo_for_stmt (next_stmt));
+ if (!next_stmt)
+ break;
+ /* Bump the vector pointer. */
+ dataref_ptr = bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt);
+ }
+ }
+
+ return true;
+}
+
+
+/* Function vect_setup_realignment
+
+ This function is called when vectorizing an unaligned load using
+ the dr_unaligned_software_pipeline scheme.
+ This function generates the following code at the loop prolog:
+
+ p = initial_addr;
+ msq_init = *(floor(p)); # prolog load
+ realignment_token = call target_builtin;
+ loop:
+ msq = phi (msq_init, ---)
+
+ The code above sets up a new (vector) pointer, pointing to the first
+ location accessed by STMT, and a "floor-aligned" load using that pointer.
+ It also generates code to compute the "realignment-token" (if the relevant
+ target hook was defined), and creates a phi-node at the loop-header bb
+ whose arguments are the result of the prolog-load (created by this
+ function) and the result of a load that takes place in the loop (to be
+ created by the caller to this function).
+ The caller to this function uses the phi-result (msq) to create the
+ realignment code inside the loop, and sets up the missing phi argument,
+ as follows:
+
+ loop:
+ msq = phi (msq_init, lsq)
+ lsq = *(floor(p')); # load in loop
+ result = realign_load (msq, lsq, realignment_token);
+
+ Input:
+ STMT - (scalar) load stmt to be vectorized. This load accesses
+ a memory location that may be unaligned.
+ BSI - place where new code is to be inserted.
+
+ Output:
+ REALIGNMENT_TOKEN - the result of a call to the builtin_mask_for_load
+ target hook, if defined.
+ Return value - the result of the loop-header phi node. */
+
+static tree
+vect_setup_realignment (tree stmt, block_stmt_iterator *bsi,
+ tree *realignment_token)
+{
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ tree vectype = STMT_VINFO_VECTYPE (stmt_info);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ edge pe = loop_preheader_edge (loop);
+ tree scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ tree vec_dest;
+ tree init_addr;
+ tree inc;
+ tree ptr;
+ tree data_ref;
+ tree new_stmt;
+ basic_block new_bb;
+ tree msq_init;
+ tree new_temp;
+ tree phi_stmt;
+ tree msq;
+
+ /* 1. Create msq_init = *(floor(p1)) in the loop preheader */
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+ ptr = vect_create_data_ref_ptr (stmt, bsi, NULL_TREE, &init_addr, &inc, true,
+ NULL_TREE);
+ data_ref = build1 (ALIGN_INDIRECT_REF, vectype, ptr);
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest, data_ref);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ new_bb = bsi_insert_on_edge_immediate (pe, new_stmt);
+ gcc_assert (!new_bb);
+ msq_init = GIMPLE_STMT_OPERAND (new_stmt, 0);
+ copy_virtual_operands (new_stmt, stmt);
+ update_vuses_to_preheader (new_stmt, loop);
+
+ /* 2. Create permutation mask, if required, in loop preheader. */
+ if (targetm.vectorize.builtin_mask_for_load)
+ {
+ tree builtin_decl;
+
+ builtin_decl = targetm.vectorize.builtin_mask_for_load ();
+ new_stmt = build_call_expr (builtin_decl, 1, init_addr);
+ vec_dest = vect_create_destination_var (scalar_dest,
+ TREE_TYPE (new_stmt));
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
+ new_stmt);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ new_bb = bsi_insert_on_edge_immediate (pe, new_stmt);
+ gcc_assert (!new_bb);
+ *realignment_token = GIMPLE_STMT_OPERAND (new_stmt, 0);
+
+ /* The result of the CALL_EXPR to this builtin is determined from
+ the value of the parameter and no global variables are touched
+ which makes the builtin a "const" function. Requiring the
+ builtin to have the "const" attribute makes it unnecessary
+ to call mark_call_clobbered. */
+ gcc_assert (TREE_READONLY (builtin_decl));
+ }
+
+ /* 3. Create msq = phi <msq_init, lsq> in loop */
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+ msq = make_ssa_name (vec_dest, NULL_TREE);
+ phi_stmt = create_phi_node (msq, loop->header);
+ SSA_NAME_DEF_STMT (msq) = phi_stmt;
+ add_phi_arg (phi_stmt, msq_init, loop_preheader_edge (loop));
+
+ return msq;
+}
+
+
+/* Function vect_strided_load_supported.
+
+ Returns TRUE is EXTRACT_EVEN and EXTRACT_ODD operations are supported,
+ and FALSE otherwise. */
+
+static bool
+vect_strided_load_supported (tree vectype)
+{
+ optab perm_even_optab, perm_odd_optab;
+ int mode;
+
+ mode = (int) TYPE_MODE (vectype);
+
+ perm_even_optab = optab_for_tree_code (VEC_EXTRACT_EVEN_EXPR, vectype);
+ if (!perm_even_optab)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "no optab for perm_even.");
+ return false;
+ }
+
+ if (perm_even_optab->handlers[mode].insn_code == CODE_FOR_nothing)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "perm_even op not supported by target.");
+ return false;
+ }
+
+ perm_odd_optab = optab_for_tree_code (VEC_EXTRACT_ODD_EXPR, vectype);
+ if (!perm_odd_optab)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "no optab for perm_odd.");
+ return false;
+ }
+
+ if (perm_odd_optab->handlers[mode].insn_code == CODE_FOR_nothing)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "perm_odd op not supported by target.");
+ return false;
+ }
+ return true;
+}
+
+
+/* Function vect_permute_load_chain.
+
+ Given a chain of interleaved loads in DR_CHAIN of LENGTH that must be
+ a power of 2, generate extract_even/odd stmts to reorder the input data
+ correctly. Return the final references for loads in RESULT_CHAIN.
+
+ E.g., LENGTH is 4 and the scalar type is short, i.e., VF is 8.
+ The input is 4 vectors each containing 8 elements. We assign a number to each
+ element, the input sequence is:
+
+ 1st vec: 0 1 2 3 4 5 6 7
+ 2nd vec: 8 9 10 11 12 13 14 15
+ 3rd vec: 16 17 18 19 20 21 22 23
+ 4th vec: 24 25 26 27 28 29 30 31
+
+ The output sequence should be:
+
+ 1st vec: 0 4 8 12 16 20 24 28
+ 2nd vec: 1 5 9 13 17 21 25 29
+ 3rd vec: 2 6 10 14 18 22 26 30
+ 4th vec: 3 7 11 15 19 23 27 31
+
+ i.e., the first output vector should contain the first elements of each
+ interleaving group, etc.
+
+ We use extract_even/odd instructions to create such output. The input of each
+ extract_even/odd operation is two vectors
+ 1st vec 2nd vec
+ 0 1 2 3 4 5 6 7
+
+ and the output is the vector of extracted even/odd elements. The output of
+ extract_even will be: 0 2 4 6
+ and of extract_odd: 1 3 5 7
+
+
+ The permutation is done in log LENGTH stages. In each stage extract_even and
+ extract_odd stmts are created for each pair of vectors in DR_CHAIN in their
+ order. In our example,
+
+ E1: extract_even (1st vec, 2nd vec)
+ E2: extract_odd (1st vec, 2nd vec)
+ E3: extract_even (3rd vec, 4th vec)
+ E4: extract_odd (3rd vec, 4th vec)
+
+ The output for the first stage will be:
+
+ E1: 0 2 4 6 8 10 12 14
+ E2: 1 3 5 7 9 11 13 15
+ E3: 16 18 20 22 24 26 28 30
+ E4: 17 19 21 23 25 27 29 31
+
+ In order to proceed and create the correct sequence for the next stage (or
+ for the correct output, if the second stage is the last one, as in our
+ example), we first put the output of extract_even operation and then the
+ output of extract_odd in RESULT_CHAIN (which is then copied to DR_CHAIN).
+ The input for the second stage is:
+
+ 1st vec (E1): 0 2 4 6 8 10 12 14
+ 2nd vec (E3): 16 18 20 22 24 26 28 30
+ 3rd vec (E2): 1 3 5 7 9 11 13 15
+ 4th vec (E4): 17 19 21 23 25 27 29 31
+
+ The output of the second stage:
+
+ E1: 0 4 8 12 16 20 24 28
+ E2: 2 6 10 14 18 22 26 30
+ E3: 1 5 9 13 17 21 25 29
+ E4: 3 7 11 15 19 23 27 31
+
+ And RESULT_CHAIN after reordering:
+
+ 1st vec (E1): 0 4 8 12 16 20 24 28
+ 2nd vec (E3): 1 5 9 13 17 21 25 29
+ 3rd vec (E2): 2 6 10 14 18 22 26 30
+ 4th vec (E4): 3 7 11 15 19 23 27 31. */
+
+static bool
+vect_permute_load_chain (VEC(tree,heap) *dr_chain,
+ unsigned int length,
+ tree stmt,
+ block_stmt_iterator *bsi,
+ VEC(tree,heap) **result_chain)
+{
+ tree perm_dest, perm_stmt, data_ref, first_vect, second_vect;
+ tree vectype = STMT_VINFO_VECTYPE (vinfo_for_stmt (stmt));
+ int i;
+ unsigned int j;
+
+ /* Check that the operation is supported. */
+ if (!vect_strided_load_supported (vectype))
+ return false;
+
+ *result_chain = VEC_copy (tree, heap, dr_chain);
+ for (i = 0; i < exact_log2 (length); i++)
+ {
+ for (j = 0; j < length; j +=2)
+ {
+ first_vect = VEC_index (tree, dr_chain, j);
+ second_vect = VEC_index (tree, dr_chain, j+1);
+
+ /* data_ref = permute_even (first_data_ref, second_data_ref); */
+ perm_dest = create_tmp_var (vectype, "vect_perm_even");
+ DECL_GIMPLE_REG_P (perm_dest) = 1;
+ add_referenced_var (perm_dest);
+
+ perm_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, perm_dest,
+ build2 (VEC_EXTRACT_EVEN_EXPR, vectype,
+ first_vect, second_vect));
+
+ data_ref = make_ssa_name (perm_dest, perm_stmt);
+ GIMPLE_STMT_OPERAND (perm_stmt, 0) = data_ref;
+ vect_finish_stmt_generation (stmt, perm_stmt, bsi);
+ mark_symbols_for_renaming (perm_stmt);
+
+ VEC_replace (tree, *result_chain, j/2, data_ref);
+
+ /* data_ref = permute_odd (first_data_ref, second_data_ref); */
+ perm_dest = create_tmp_var (vectype, "vect_perm_odd");
+ DECL_GIMPLE_REG_P (perm_dest) = 1;
+ add_referenced_var (perm_dest);
+
+ perm_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, perm_dest,
+ build2 (VEC_EXTRACT_ODD_EXPR, vectype,
+ first_vect, second_vect));
+ data_ref = make_ssa_name (perm_dest, perm_stmt);
+ GIMPLE_STMT_OPERAND (perm_stmt, 0) = data_ref;
+ vect_finish_stmt_generation (stmt, perm_stmt, bsi);
+ mark_symbols_for_renaming (perm_stmt);
+
+ VEC_replace (tree, *result_chain, j/2+length/2, data_ref);
+ }
+ dr_chain = VEC_copy (tree, heap, *result_chain);
+ }
+ return true;
+}
+
+
+/* Function vect_transform_strided_load.
+
+ Given a chain of input interleaved data-refs (in DR_CHAIN), build statements
+ to perform their permutation and ascribe the result vectorized statements to
+ the scalar statements.
+*/
+
+static bool
+vect_transform_strided_load (tree stmt, VEC(tree,heap) *dr_chain, int size,
+ block_stmt_iterator *bsi)
+{
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ tree first_stmt = DR_GROUP_FIRST_DR (stmt_info);
+ tree next_stmt, new_stmt;
+ VEC(tree,heap) *result_chain = NULL;
+ unsigned int i, gap_count;
+ tree tmp_data_ref;
+
+ /* DR_CHAIN contains input data-refs that are a part of the interleaving.
+ RESULT_CHAIN is the output of vect_permute_load_chain, it contains permuted
+ vectors, that are ready for vector computation. */
+ result_chain = VEC_alloc (tree, heap, size);
+ /* Permute. */
+ if (!vect_permute_load_chain (dr_chain, size, stmt, bsi, &result_chain))
+ return false;
+
+ /* Put a permuted data-ref in the VECTORIZED_STMT field.
+ Since we scan the chain starting from it's first node, their order
+ corresponds the order of data-refs in RESULT_CHAIN. */
+ next_stmt = first_stmt;
+ gap_count = 1;
+ for (i = 0; VEC_iterate(tree, result_chain, i, tmp_data_ref); i++)
+ {
+ if (!next_stmt)
+ break;
+
+ /* Skip the gaps. Loads created for the gaps will be removed by dead
+ code elimination pass later.
+ DR_GROUP_GAP is the number of steps in elements from the previous
+ access (if there is no gap DR_GROUP_GAP is 1). We skip loads that
+ correspond to the gaps.
+ */
+ if (gap_count < DR_GROUP_GAP (vinfo_for_stmt (next_stmt)))
+ {
+ gap_count++;
+ continue;
+ }
+
+ while (next_stmt)
+ {
+ new_stmt = SSA_NAME_DEF_STMT (tmp_data_ref);
+ /* We assume that if VEC_STMT is not NULL, this is a case of multiple
+ copies, and we put the new vector statement in the first available
+ RELATED_STMT. */
+ if (!STMT_VINFO_VEC_STMT (vinfo_for_stmt (next_stmt)))
+ STMT_VINFO_VEC_STMT (vinfo_for_stmt (next_stmt)) = new_stmt;
+ else
+ {
+ tree prev_stmt = STMT_VINFO_VEC_STMT (vinfo_for_stmt (next_stmt));
+ tree rel_stmt = STMT_VINFO_RELATED_STMT (
+ vinfo_for_stmt (prev_stmt));
+ while (rel_stmt)
+ {
+ prev_stmt = rel_stmt;
+ rel_stmt = STMT_VINFO_RELATED_STMT (vinfo_for_stmt (rel_stmt));
+ }
+ STMT_VINFO_RELATED_STMT (vinfo_for_stmt (prev_stmt)) = new_stmt;
+ }
+ next_stmt = DR_GROUP_NEXT_DR (vinfo_for_stmt (next_stmt));
+ gap_count = 1;
+ /* If NEXT_STMT accesses the same DR as the previous statement,
+ put the same TMP_DATA_REF as its vectorized statement; otherwise
+ get the next data-ref from RESULT_CHAIN. */
+ if (!next_stmt || !DR_GROUP_SAME_DR_STMT (vinfo_for_stmt (next_stmt)))
+ break;
+ }
+ }
+ return true;
+}
+
+
+/* vectorizable_load.
+
+ Check if STMT reads a non scalar data-ref (array/pointer/structure) that
+ can be vectorized.
+ If VEC_STMT is also passed, vectorize the STMT: create a vectorized
+ stmt to replace it, put it in VEC_STMT, and insert it at BSI.
+ Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+
+bool
+vectorizable_load (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
+{
+ tree scalar_dest;
+ tree vec_dest = NULL;
+ tree data_ref = NULL;
+ tree op;
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ stmt_vec_info prev_stmt_info;
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info), *first_dr;
+ tree vectype = STMT_VINFO_VECTYPE (stmt_info);
+ tree new_temp;
+ int mode;
+ tree new_stmt = NULL_TREE;
+ tree dummy;
+ enum dr_alignment_support alignment_support_cheme;
+ tree dataref_ptr = NULL_TREE;
+ tree ptr_incr;
+ int nunits = TYPE_VECTOR_SUBPARTS (vectype);
+ int ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits;
+ int i, j, group_size;
+ tree msq = NULL_TREE, lsq;
+ tree offset = NULL_TREE;
+ tree realignment_token = NULL_TREE;
+ tree phi_stmt = NULL_TREE;
+ VEC(tree,heap) *dr_chain = NULL;
+ bool strided_load = false;
+ tree first_stmt;
+
+ /* Is vectorizable load? */
+ if (!STMT_VINFO_RELEVANT_P (stmt_info))
+ return false;
+
+ gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ /* FORNOW: not yet supported. */
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "value used after loop.");
+ return false;
+ }
+
+ if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
+ return false;
+
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ if (TREE_CODE (scalar_dest) != SSA_NAME)
+ return false;
+
+ op = GIMPLE_STMT_OPERAND (stmt, 1);
+ if (TREE_CODE (op) != ARRAY_REF
+ && TREE_CODE (op) != INDIRECT_REF
+ && !DR_GROUP_FIRST_DR (stmt_info))
+ return false;
+
+ if (!STMT_VINFO_DATA_REF (stmt_info))
+ return false;
+
+ mode = (int) TYPE_MODE (vectype);
+
+ /* FORNOW. In some cases can vectorize even if data-type not supported
+ (e.g. - data copies). */
+ if (mov_optab->handlers[mode].insn_code == CODE_FOR_nothing)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "Aligned load, but unsupported type.");
+ return false;
+ }
+
+ /* Check if the load is a part of an interleaving chain. */
+ if (DR_GROUP_FIRST_DR (stmt_info))
+ {
+ strided_load = true;
+
+ /* Check if interleaving is supported. */
+ if (!vect_strided_load_supported (vectype))
+ return false;
+ }
+
+ if (!vec_stmt) /* transformation not required. */
+ {
+ STMT_VINFO_TYPE (stmt_info) = load_vec_info_type;
+ return true;
+ }
+
+ /** Transform. **/
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform load.");
+
+ if (strided_load)
+ {
+ first_stmt = DR_GROUP_FIRST_DR (stmt_info);
+ /* Check if the chain of loads is already vectorized. */
+ if (STMT_VINFO_VEC_STMT (vinfo_for_stmt (first_stmt)))
+ {
+ *vec_stmt = STMT_VINFO_VEC_STMT (stmt_info);
+ return true;
+ }
+ first_dr = STMT_VINFO_DATA_REF (vinfo_for_stmt (first_stmt));
+ group_size = DR_GROUP_SIZE (vinfo_for_stmt (first_stmt));
+ dr_chain = VEC_alloc (tree, heap, group_size);
+ }
+ else
+ {
+ first_stmt = stmt;
+ first_dr = dr;
+ group_size = 1;
+ }
+
+ alignment_support_cheme = vect_supportable_dr_alignment (first_dr);
+ gcc_assert (alignment_support_cheme);
+
+
+ /* In case the vectorization factor (VF) is bigger than the number
+ of elements that we can fit in a vectype (nunits), we have to generate
+ more than one vector stmt - i.e - we need to "unroll" the
+ vector stmt by a factor VF/nunits. In doing so, we record a pointer
+ from one copy of the vector stmt to the next, in the field
+ STMT_VINFO_RELATED_STMT. This is necessary in order to allow following
+ stages to find the correct vector defs to be used when vectorizing
+ stmts that use the defs of the current stmt. The example below illustrates
+ the vectorization process when VF=16 and nunits=4 (i.e - we need to create
+ 4 vectorized stmts):
+
+ before vectorization:
+ RELATED_STMT VEC_STMT
+ S1: x = memref - -
+ S2: z = x + 1 - -
+
+ step 1: vectorize stmt S1:
+ We first create the vector stmt VS1_0, and, as usual, record a
+ pointer to it in the STMT_VINFO_VEC_STMT of the scalar stmt S1.
+ Next, we create the vector stmt VS1_1, and record a pointer to
+ it in the STMT_VINFO_RELATED_STMT of the vector stmt VS1_0.
+ Similarly, for VS1_2 and VS1_3. This is the resulting chain of
+ stmts and pointers:
+ RELATED_STMT VEC_STMT
+ VS1_0: vx0 = memref0 VS1_1 -
+ VS1_1: vx1 = memref1 VS1_2 -
+ VS1_2: vx2 = memref2 VS1_3 -
+ VS1_3: vx3 = memref3 - -
+ S1: x = load - VS1_0
+ S2: z = x + 1 - -
+
+ See in documentation in vect_get_vec_def_for_stmt_copy for how the
+ information we recorded in RELATED_STMT field is used to vectorize
+ stmt S2. */
+
+ /* In case of interleaving (non-unit strided access):
+
+ S1: x2 = &base + 2
+ S2: x0 = &base
+ S3: x1 = &base + 1
+ S4: x3 = &base + 3
+
+ Vectorized loads are created in the order of memory accesses
+ starting from the access of the first stmt of the chain:
+
+ VS1: vx0 = &base
+ VS2: vx1 = &base + vec_size*1
+ VS3: vx3 = &base + vec_size*2
+ VS4: vx4 = &base + vec_size*3
+
+ Then permutation statements are generated:
+
+ VS5: vx5 = VEC_EXTRACT_EVEN_EXPR < vx0, vx1 >
+ VS6: vx6 = VEC_EXTRACT_ODD_EXPR < vx0, vx1 >
+ ...
+
+ And they are put in STMT_VINFO_VEC_STMT of the corresponding scalar stmts
+ (the order of the data-refs in the output of vect_permute_load_chain
+ corresponds to the order of scalar stmts in the interleaving chain - see
+ the documentation of vect_permute_load_chain()).
+ The generation of permutation stmts and recording them in
+ STMT_VINFO_VEC_STMT is done in vect_transform_strided_load().
+
+ In case of both multiple types and interleaving, the vector loads and
+ permutation stmts above are created for every copy. The result vector stmts
+ are put in STMT_VINFO_VEC_STMT for the first copy and in the corresponding
+ STMT_VINFO_RELATED_STMT for the next copies. */
+
+ /* If the data reference is aligned (dr_aligned) or potentially unaligned
+ on a target that supports unaligned accesses (dr_unaligned_supported)
+ we generate the following code:
+ p = initial_addr;
+ indx = 0;
+ loop {
+ p = p + indx * vectype_size;
+ vec_dest = *(p);
+ indx = indx + 1;
+ }
+
+ Otherwise, the data reference is potentially unaligned on a target that
+ does not support unaligned accesses (dr_unaligned_software_pipeline) -
+ then generate the following code, in which the data in each iteration is
+ obtained by two vector loads, one from the previous iteration, and one
+ from the current iteration:
+ p1 = initial_addr;
+ msq_init = *(floor(p1))
+ p2 = initial_addr + VS - 1;
+ realignment_token = call target_builtin;
+ indx = 0;
+ loop {
+ p2 = p2 + indx * vectype_size
+ lsq = *(floor(p2))
+ vec_dest = realign_load (msq, lsq, realignment_token)
+ indx = indx + 1;
+ msq = lsq;
+ } */
+
+ if (alignment_support_cheme == dr_unaligned_software_pipeline)
+ {
+ msq = vect_setup_realignment (first_stmt, bsi, &realignment_token);
+ phi_stmt = SSA_NAME_DEF_STMT (msq);
+ offset = size_int (TYPE_VECTOR_SUBPARTS (vectype) - 1);
+ }
+
+ prev_stmt_info = NULL;
+ for (j = 0; j < ncopies; j++)
+ {
+ /* 1. Create the vector pointer update chain. */
+ if (j == 0)
+ dataref_ptr = vect_create_data_ref_ptr (first_stmt, bsi, offset, &dummy,
+ &ptr_incr, false, NULL_TREE);
+ else
+ dataref_ptr = bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt);
+
+ for (i = 0; i < group_size; i++)
+ {
+ /* 2. Create the vector-load in the loop. */
+ switch (alignment_support_cheme)
+ {
+ case dr_aligned:
+ gcc_assert (aligned_access_p (first_dr));
+ data_ref = build_fold_indirect_ref (dataref_ptr);
+ break;
+ case dr_unaligned_supported:
+ {
+ int mis = DR_MISALIGNMENT (first_dr);
+ tree tmis = (mis == -1 ? size_zero_node : size_int (mis));
+
+ gcc_assert (!aligned_access_p (first_dr));
+ tmis = size_binop (MULT_EXPR, tmis, size_int(BITS_PER_UNIT));
+ data_ref =
+ build2 (MISALIGNED_INDIRECT_REF, vectype, dataref_ptr, tmis);
+ break;
+ }
+ case dr_unaligned_software_pipeline:
+ gcc_assert (!aligned_access_p (first_dr));
+ data_ref = build1 (ALIGN_INDIRECT_REF, vectype, dataref_ptr);
+ break;
+ default:
+ gcc_unreachable ();
+ }
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
+ data_ref);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+ copy_virtual_operands (new_stmt, stmt);
+ mark_symbols_for_renaming (new_stmt);
+
+ /* 3. Handle explicit realignment if necessary/supported. */
+ if (alignment_support_cheme == dr_unaligned_software_pipeline)
+ {
+ /* Create in loop:
+ <vec_dest = realign_load (msq, lsq, realignment_token)> */
+ lsq = GIMPLE_STMT_OPERAND (new_stmt, 0);
+ if (!realignment_token)
+ realignment_token = dataref_ptr;
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+ new_stmt =
+ build3 (REALIGN_LOAD_EXPR, vectype, msq, lsq, realignment_token);
+ new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
+ new_stmt);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+ if (i == group_size - 1 && j == ncopies - 1)
+ add_phi_arg (phi_stmt, lsq, loop_latch_edge (loop));
+ msq = lsq;
+ }
+ if (strided_load)
+ VEC_quick_push (tree, dr_chain, new_temp);
+ if (i < group_size - 1)
+ dataref_ptr = bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt);
+ }
+
+ if (strided_load)
+ {
+ if (!vect_transform_strided_load (stmt, dr_chain, group_size, bsi))
+ return false;
+ *vec_stmt = STMT_VINFO_VEC_STMT (stmt_info);
+ dr_chain = VEC_alloc (tree, heap, group_size);
+ }
+ else
+ {
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ }
+ }
+
+ return true;
+}
+
+
+/* Function vectorizable_live_operation.
+
+ STMT computes a value that is used outside the loop. Check if
+ it can be supported. */
+
+bool
+vectorizable_live_operation (tree stmt,
+ block_stmt_iterator *bsi ATTRIBUTE_UNUSED,
+ tree *vec_stmt ATTRIBUTE_UNUSED)
+{
+ tree operation;
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
- struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info);
- tree vectype = STMT_VINFO_VECTYPE (stmt_info);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
- enum machine_mode vec_mode;
- tree dummy;
- enum dr_alignment_support alignment_support_cheme;
-
- /* Is vectorizable store? */
+ int i;
+ int op_type;
+ tree op;
+ tree def, def_stmt;
+ enum vect_def_type dt;
- if (TREE_CODE (stmt) != MODIFY_EXPR)
+ if (!STMT_VINFO_LIVE_P (stmt_info))
return false;
- scalar_dest = TREE_OPERAND (stmt, 0);
- if (TREE_CODE (scalar_dest) != ARRAY_REF
- && TREE_CODE (scalar_dest) != INDIRECT_REF)
+ if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
return false;
- op = TREE_OPERAND (stmt, 1);
- if (!vect_is_simple_use (op, loop_vinfo, NULL))
- {
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "use not simple.");
- return false;
- }
-
- vec_mode = TYPE_MODE (vectype);
- /* FORNOW. In some cases can vectorize even if data-type not supported
- (e.g. - array initialization with 0). */
- if (mov_optab->handlers[(int)vec_mode].insn_code == CODE_FOR_nothing)
+ if (TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 0)) != SSA_NAME)
return false;
- if (!STMT_VINFO_DATA_REF (stmt_info))
- return false;
+ operation = GIMPLE_STMT_OPERAND (stmt, 1);
+ op_type = TREE_OPERAND_LENGTH (operation);
+ /* FORNOW: support only if all uses are invariant. This means
+ that the scalar operations can remain in place, unvectorized.
+ The original last scalar value that they compute will be used. */
- if (!vec_stmt) /* transformation not required. */
+ for (i = 0; i < op_type; i++)
{
- STMT_VINFO_TYPE (stmt_info) = store_vec_info_type;
- return true;
+ op = TREE_OPERAND (operation, i);
+ if (!vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
+
+ if (dt != vect_invariant_def && dt != vect_constant_def)
+ return false;
}
- /** Transform. **/
+ /* No transformation is required for the cases we currently support. */
+ return true;
+}
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "transform store");
- alignment_support_cheme = vect_supportable_dr_alignment (dr);
- gcc_assert (alignment_support_cheme);
- gcc_assert (alignment_support_cheme == dr_aligned); /* FORNOW */
+/* Function vect_is_simple_cond.
+
+ Input:
+ LOOP - the loop that is being vectorized.
+ COND - Condition that is checked for simple use.
- /* Handle use - get the vectorized def from the defining stmt. */
- vec_oprnd1 = vect_get_vec_def_for_operand (op, stmt);
+ Returns whether a COND can be vectorized. Checks whether
+ condition operands are supportable using vec_is_simple_use. */
- /* Handle def. */
- /* FORNOW: make sure the data reference is aligned. */
- vect_align_data_ref (stmt);
- data_ref = vect_create_data_ref_ptr (stmt, bsi, NULL_TREE, &dummy, false);
- data_ref = build_fold_indirect_ref (data_ref);
+static bool
+vect_is_simple_cond (tree cond, loop_vec_info loop_vinfo)
+{
+ tree lhs, rhs;
+ tree def;
+ enum vect_def_type dt;
- /* Arguments are ready. create the new vector stmt. */
- *vec_stmt = build2 (MODIFY_EXPR, vectype, data_ref, vec_oprnd1);
- vect_finish_stmt_generation (stmt, *vec_stmt, bsi);
+ if (!COMPARISON_CLASS_P (cond))
+ return false;
+
+ lhs = TREE_OPERAND (cond, 0);
+ rhs = TREE_OPERAND (cond, 1);
+
+ if (TREE_CODE (lhs) == SSA_NAME)
+ {
+ tree lhs_def_stmt = SSA_NAME_DEF_STMT (lhs);
+ if (!vect_is_simple_use (lhs, loop_vinfo, &lhs_def_stmt, &def, &dt))
+ return false;
+ }
+ else if (TREE_CODE (lhs) != INTEGER_CST && TREE_CODE (lhs) != REAL_CST)
+ return false;
+
+ if (TREE_CODE (rhs) == SSA_NAME)
+ {
+ tree rhs_def_stmt = SSA_NAME_DEF_STMT (rhs);
+ if (!vect_is_simple_use (rhs, loop_vinfo, &rhs_def_stmt, &def, &dt))
+ return false;
+ }
+ else if (TREE_CODE (rhs) != INTEGER_CST && TREE_CODE (rhs) != REAL_CST)
+ return false;
return true;
}
+/* vectorizable_condition.
-/* vectorizable_load.
-
- Check if STMT reads a non scalar data-ref (array/pointer/structure) that
- can be vectorized.
+ Check if STMT is conditional modify expression that can be vectorized.
If VEC_STMT is also passed, vectorize the STMT: create a vectorized
- stmt to replace it, put it in VEC_STMT, and insert it at BSI.
+ stmt using VEC_COND_EXPR to replace it, put it in VEC_STMT, and insert it
+ at BSI.
+
Return FALSE if not a vectorizable STMT, TRUE otherwise. */
bool
-vectorizable_load (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
+vectorizable_condition (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
{
- tree scalar_dest;
- tree vec_dest = NULL;
- tree data_ref = NULL;
- tree op;
+ tree scalar_dest = NULL_TREE;
+ tree vec_dest = NULL_TREE;
+ tree op = NULL_TREE;
+ tree cond_expr, then_clause, else_clause;
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
- struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info);
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
+ tree vec_cond_lhs, vec_cond_rhs, vec_then_clause, vec_else_clause;
+ tree vec_compare, vec_cond_expr;
tree new_temp;
- int mode;
- tree init_addr;
- tree new_stmt;
- tree dummy;
- basic_block new_bb;
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
- struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
- edge pe = loop_preheader_edge (loop);
- enum dr_alignment_support alignment_support_cheme;
+ enum machine_mode vec_mode;
+ tree def;
+ enum vect_def_type dt;
+ int nunits = TYPE_VECTOR_SUBPARTS (vectype);
+ int ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits;
- /* Is vectorizable load? */
+ gcc_assert (ncopies >= 1);
+ if (ncopies > 1)
+ return false; /* FORNOW */
- if (TREE_CODE (stmt) != MODIFY_EXPR)
+ if (!STMT_VINFO_RELEVANT_P (stmt_info))
return false;
- scalar_dest = TREE_OPERAND (stmt, 0);
- if (TREE_CODE (scalar_dest) != SSA_NAME)
+ gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ /* FORNOW: not yet supported. */
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "value used after loop.");
+ return false;
+ }
+
+ if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
return false;
- op = TREE_OPERAND (stmt, 1);
- if (TREE_CODE (op) != ARRAY_REF && TREE_CODE (op) != INDIRECT_REF)
+ op = GIMPLE_STMT_OPERAND (stmt, 1);
+
+ if (TREE_CODE (op) != COND_EXPR)
return false;
- if (!STMT_VINFO_DATA_REF (stmt_info))
+ cond_expr = TREE_OPERAND (op, 0);
+ then_clause = TREE_OPERAND (op, 1);
+ else_clause = TREE_OPERAND (op, 2);
+
+ if (!vect_is_simple_cond (cond_expr, loop_vinfo))
return false;
- mode = (int) TYPE_MODE (vectype);
+ /* We do not handle two different vector types for the condition
+ and the values. */
+ if (TREE_TYPE (TREE_OPERAND (cond_expr, 0)) != TREE_TYPE (vectype))
+ return false;
- /* FORNOW. In some cases can vectorize even if data-type not supported
- (e.g. - data copies). */
- if (mov_optab->handlers[mode].insn_code == CODE_FOR_nothing)
+ if (TREE_CODE (then_clause) == SSA_NAME)
{
- if (vect_print_dump_info (REPORT_DETAILS, LOOP_LOC (loop_vinfo)))
- fprintf (vect_dump, "Aligned load, but unsupported type.");
- return false;
+ tree then_def_stmt = SSA_NAME_DEF_STMT (then_clause);
+ if (!vect_is_simple_use (then_clause, loop_vinfo,
+ &then_def_stmt, &def, &dt))
+ return false;
}
+ else if (TREE_CODE (then_clause) != INTEGER_CST
+ && TREE_CODE (then_clause) != REAL_CST)
+ return false;
- if (!vec_stmt) /* transformation not required. */
+ if (TREE_CODE (else_clause) == SSA_NAME)
{
- STMT_VINFO_TYPE (stmt_info) = load_vec_info_type;
- return true;
+ tree else_def_stmt = SSA_NAME_DEF_STMT (else_clause);
+ if (!vect_is_simple_use (else_clause, loop_vinfo,
+ &else_def_stmt, &def, &dt))
+ return false;
}
+ else if (TREE_CODE (else_clause) != INTEGER_CST
+ && TREE_CODE (else_clause) != REAL_CST)
+ return false;
- /** Transform. **/
-
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "transform load.");
- alignment_support_cheme = vect_supportable_dr_alignment (dr);
- gcc_assert (alignment_support_cheme);
+ vec_mode = TYPE_MODE (vectype);
- if (alignment_support_cheme == dr_aligned
- || alignment_support_cheme == dr_unaligned_supported)
+ if (!vec_stmt)
{
- /* Create:
- p = initial_addr;
- indx = 0;
- loop {
- vec_dest = *(p);
- indx = indx + 1;
- }
- */
-
- vec_dest = vect_create_destination_var (scalar_dest, vectype);
- data_ref = vect_create_data_ref_ptr (stmt, bsi, NULL_TREE, &dummy, false);
- if (aligned_access_p (dr))
- data_ref = build_fold_indirect_ref (data_ref);
- else
- {
- int mis = DR_MISALIGNMENT (dr);
- tree tmis = (mis == -1 ? size_zero_node : size_int (mis));
- tmis = size_binop (MULT_EXPR, tmis, size_int(BITS_PER_UNIT));
- data_ref = build2 (MISALIGNED_INDIRECT_REF, vectype, data_ref, tmis);
- }
- new_stmt = build2 (MODIFY_EXPR, vectype, vec_dest, data_ref);
- new_temp = make_ssa_name (vec_dest, new_stmt);
- TREE_OPERAND (new_stmt, 0) = new_temp;
- vect_finish_stmt_generation (stmt, new_stmt, bsi);
+ STMT_VINFO_TYPE (stmt_info) = condition_vec_info_type;
+ return expand_vec_cond_expr_p (op, vec_mode);
}
- else if (alignment_support_cheme == dr_unaligned_software_pipeline)
- {
- /* Create:
- p1 = initial_addr;
- msq_init = *(floor(p1))
- p2 = initial_addr + VS - 1;
- magic = have_builtin ? builtin_result : initial_address;
- indx = 0;
- loop {
- p2' = p2 + indx * vectype_size
- lsq = *(floor(p2'))
- vec_dest = realign_load (msq, lsq, magic)
- indx = indx + 1;
- msq = lsq;
- }
- */
-
- tree offset;
- tree magic;
- tree phi_stmt;
- tree msq_init;
- tree msq, lsq;
- tree dataref_ptr;
- tree params;
-
- /* <1> Create msq_init = *(floor(p1)) in the loop preheader */
- vec_dest = vect_create_destination_var (scalar_dest, vectype);
- data_ref = vect_create_data_ref_ptr (stmt, bsi, NULL_TREE,
- &init_addr, true);
- data_ref = build1 (ALIGN_INDIRECT_REF, vectype, data_ref);
- new_stmt = build2 (MODIFY_EXPR, vectype, vec_dest, data_ref);
- new_temp = make_ssa_name (vec_dest, new_stmt);
- TREE_OPERAND (new_stmt, 0) = new_temp;
- new_bb = bsi_insert_on_edge_immediate (pe, new_stmt);
- gcc_assert (!new_bb);
- msq_init = TREE_OPERAND (new_stmt, 0);
-
-
- /* <2> Create lsq = *(floor(p2')) in the loop */
- offset = build_int_cst (integer_type_node,
- GET_MODE_NUNITS (TYPE_MODE (vectype)));
- offset = int_const_binop (MINUS_EXPR, offset, integer_one_node, 1);
- vec_dest = vect_create_destination_var (scalar_dest, vectype);
- dataref_ptr = vect_create_data_ref_ptr (stmt, bsi, offset, &dummy, false);
- data_ref = build1 (ALIGN_INDIRECT_REF, vectype, dataref_ptr);
- new_stmt = build2 (MODIFY_EXPR, vectype, vec_dest, data_ref);
- new_temp = make_ssa_name (vec_dest, new_stmt);
- TREE_OPERAND (new_stmt, 0) = new_temp;
- vect_finish_stmt_generation (stmt, new_stmt, bsi);
- lsq = TREE_OPERAND (new_stmt, 0);
-
-
- /* <3> */
- if (targetm.vectorize.builtin_mask_for_load)
- {
- /* Create permutation mask, if required, in loop preheader. */
- tree builtin_decl;
- params = build_tree_list (NULL_TREE, init_addr);
- vec_dest = vect_create_destination_var (scalar_dest, vectype);
- builtin_decl = targetm.vectorize.builtin_mask_for_load ();
- new_stmt = build_function_call_expr (builtin_decl, params);
- new_stmt = build2 (MODIFY_EXPR, vectype, vec_dest, new_stmt);
- new_temp = make_ssa_name (vec_dest, new_stmt);
- TREE_OPERAND (new_stmt, 0) = new_temp;
- new_bb = bsi_insert_on_edge_immediate (pe, new_stmt);
- gcc_assert (!new_bb);
- magic = TREE_OPERAND (new_stmt, 0);
-
- /* Since we have just created a CALL_EXPR, we may need to
- rename call-clobbered variables. */
- mark_call_clobbered_vars_to_rename ();
- }
- else
- {
- /* Use current address instead of init_addr for reduced reg pressure.
- */
- magic = dataref_ptr;
- }
+ /* Transform */
- /* <4> Create msq = phi <msq_init, lsq> in loop */
- vec_dest = vect_create_destination_var (scalar_dest, vectype);
- msq = make_ssa_name (vec_dest, NULL_TREE);
- phi_stmt = create_phi_node (msq, loop->header); /* CHECKME */
- SSA_NAME_DEF_STMT (msq) = phi_stmt;
- add_phi_arg (phi_stmt, msq_init, loop_preheader_edge (loop));
- add_phi_arg (phi_stmt, lsq, loop_latch_edge (loop));
+ /* Handle def. */
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+ /* Handle cond expr. */
+ vec_cond_lhs =
+ vect_get_vec_def_for_operand (TREE_OPERAND (cond_expr, 0), stmt, NULL);
+ vec_cond_rhs =
+ vect_get_vec_def_for_operand (TREE_OPERAND (cond_expr, 1), stmt, NULL);
+ vec_then_clause = vect_get_vec_def_for_operand (then_clause, stmt, NULL);
+ vec_else_clause = vect_get_vec_def_for_operand (else_clause, stmt, NULL);
- /* <5> Create <vec_dest = realign_load (msq, lsq, magic)> in loop */
- vec_dest = vect_create_destination_var (scalar_dest, vectype);
- new_stmt = build3 (REALIGN_LOAD_EXPR, vectype, msq, lsq, magic);
- new_stmt = build2 (MODIFY_EXPR, vectype, vec_dest, new_stmt);
- new_temp = make_ssa_name (vec_dest, new_stmt);
- TREE_OPERAND (new_stmt, 0) = new_temp;
- vect_finish_stmt_generation (stmt, new_stmt, bsi);
- }
- else
- gcc_unreachable ();
+ /* Arguments are ready. create the new vector stmt. */
+ vec_compare = build2 (TREE_CODE (cond_expr), vectype,
+ vec_cond_lhs, vec_cond_rhs);
+ vec_cond_expr = build3 (VEC_COND_EXPR, vectype,
+ vec_compare, vec_then_clause, vec_else_clause);
- *vec_stmt = new_stmt;
+ *vec_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
+ vec_cond_expr);
+ new_temp = make_ssa_name (vec_dest, *vec_stmt);
+ GIMPLE_STMT_OPERAND (*vec_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, *vec_stmt, bsi);
+
return true;
}
-
/* Function vect_transform_stmt.
Create a vectorized stmt to replace STMT, and insert it at BSI. */
bool
-vect_transform_stmt (tree stmt, block_stmt_iterator *bsi)
+vect_transform_stmt (tree stmt, block_stmt_iterator *bsi, bool *strided_store)
{
bool is_store = false;
tree vec_stmt = NULL_TREE;
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ tree orig_stmt_in_pattern;
bool done;
- switch (STMT_VINFO_TYPE (stmt_info))
+ if (STMT_VINFO_RELEVANT_P (stmt_info))
{
- case op_vec_info_type:
- done = vectorizable_operation (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- break;
-
- case assignment_vec_info_type:
- done = vectorizable_assignment (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- break;
-
- case load_vec_info_type:
- done = vectorizable_load (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- break;
-
- case store_vec_info_type:
- done = vectorizable_store (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- is_store = true;
- break;
- default:
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "stmt not supported.");
- gcc_unreachable ();
+ switch (STMT_VINFO_TYPE (stmt_info))
+ {
+ case type_demotion_vec_info_type:
+ done = vectorizable_type_demotion (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case type_promotion_vec_info_type:
+ done = vectorizable_type_promotion (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case type_conversion_vec_info_type:
+ done = vectorizable_conversion (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case op_vec_info_type:
+ done = vectorizable_operation (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case assignment_vec_info_type:
+ done = vectorizable_assignment (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case load_vec_info_type:
+ done = vectorizable_load (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case store_vec_info_type:
+ done = vectorizable_store (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ if (DR_GROUP_FIRST_DR (stmt_info))
+ {
+ /* In case of interleaving, the whole chain is vectorized when the
+ last store in the chain is reached. Store stmts before the last
+ one are skipped, and there vec_stmt_info shouldn't be freed
+ meanwhile. */
+ *strided_store = true;
+ if (STMT_VINFO_VEC_STMT (stmt_info))
+ is_store = true;
+ }
+ else
+ is_store = true;
+ break;
+
+ case condition_vec_info_type:
+ done = vectorizable_condition (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case call_vec_info_type:
+ done = vectorizable_call (stmt, bsi, &vec_stmt);
+ break;
+
+ default:
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "stmt not supported.");
+ gcc_unreachable ();
+ }
+
+ gcc_assert (vec_stmt || *strided_store);
+ if (vec_stmt)
+ {
+ STMT_VINFO_VEC_STMT (stmt_info) = vec_stmt;
+ orig_stmt_in_pattern = STMT_VINFO_RELATED_STMT (stmt_info);
+ if (orig_stmt_in_pattern)
+ {
+ stmt_vec_info stmt_vinfo = vinfo_for_stmt (orig_stmt_in_pattern);
+ if (STMT_VINFO_IN_PATTERN_P (stmt_vinfo))
+ {
+ gcc_assert (STMT_VINFO_RELATED_STMT (stmt_vinfo) == stmt);
+
+ /* STMT was inserted by the vectorizer to replace a
+ computation idiom. ORIG_STMT_IN_PATTERN is a stmt in the
+ original sequence that computed this idiom. We need to
+ record a pointer to VEC_STMT in the stmt_info of
+ ORIG_STMT_IN_PATTERN. See more details in the
+ documentation of vect_pattern_recog. */
+
+ STMT_VINFO_VEC_STMT (stmt_vinfo) = vec_stmt;
+ }
+ }
+ }
}
- STMT_VINFO_VEC_STMT (stmt_info) = vec_stmt;
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ switch (STMT_VINFO_TYPE (stmt_info))
+ {
+ case reduc_vec_info_type:
+ done = vectorizable_reduction (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ default:
+ done = vectorizable_live_operation (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ }
+ }
- return is_store;
+ return is_store;
}
tree ni = unshare_expr (LOOP_VINFO_NITERS (loop_vinfo));
var = create_tmp_var (TREE_TYPE (ni), "niters");
- add_referenced_tmp_var (var);
+ add_referenced_var (var);
ni_name = force_gimple_operand (ni, &stmt, false, var);
pe = loop_preheader_edge (loop);
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
tree ni = LOOP_VINFO_NITERS (loop_vinfo);
int vf = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
- tree log_vf = build_int_cst (unsigned_type_node, exact_log2 (vf));
+ tree log_vf;
pe = loop_preheader_edge (loop);
number of iterations loop executes. */
ni_name = vect_build_loop_niters (loop_vinfo);
+ log_vf = build_int_cst (TREE_TYPE (ni), exact_log2 (vf));
/* Create: ratio = ni >> log2(vf) */
- var = create_tmp_var (TREE_TYPE (ni), "bnd");
- add_referenced_tmp_var (var);
- ratio_name = make_ssa_name (var, NULL_TREE);
- stmt = build2 (MODIFY_EXPR, void_type_node, ratio_name,
- build2 (RSHIFT_EXPR, TREE_TYPE (ni_name), ni_name, log_vf));
- SSA_NAME_DEF_STMT (ratio_name) = stmt;
+ ratio_name = fold_build2 (RSHIFT_EXPR, TREE_TYPE (ni_name), ni_name, log_vf);
+ if (!is_gimple_val (ratio_name))
+ {
+ var = create_tmp_var (TREE_TYPE (ni), "bnd");
+ add_referenced_var (var);
- pe = loop_preheader_edge (loop);
- new_bb = bsi_insert_on_edge_immediate (pe, stmt);
- gcc_assert (!new_bb);
+ ratio_name = force_gimple_operand (ratio_name, &stmt, true, var);
+ pe = loop_preheader_edge (loop);
+ new_bb = bsi_insert_on_edge_immediate (pe, stmt);
+ gcc_assert (!new_bb);
+ }
/* Create: ratio_mult_vf = ratio << log2 (vf). */
- var = create_tmp_var (TREE_TYPE (ni), "ratio_mult_vf");
- add_referenced_tmp_var (var);
- ratio_mult_vf_name = make_ssa_name (var, NULL_TREE);
- stmt = build2 (MODIFY_EXPR, void_type_node, ratio_mult_vf_name,
- build2 (LSHIFT_EXPR, TREE_TYPE (ratio_name), ratio_name, log_vf));
- SSA_NAME_DEF_STMT (ratio_mult_vf_name) = stmt;
+ ratio_mult_vf_name = fold_build2 (LSHIFT_EXPR, TREE_TYPE (ratio_name),
+ ratio_name, log_vf);
+ if (!is_gimple_val (ratio_mult_vf_name))
+ {
+ var = create_tmp_var (TREE_TYPE (ni), "ratio_mult_vf");
+ add_referenced_var (var);
- pe = loop_preheader_edge (loop);
- new_bb = bsi_insert_on_edge_immediate (pe, stmt);
- gcc_assert (!new_bb);
+ ratio_mult_vf_name = force_gimple_operand (ratio_mult_vf_name, &stmt,
+ true, var);
+ pe = loop_preheader_edge (loop);
+ new_bb = bsi_insert_on_edge_immediate (pe, stmt);
+ gcc_assert (!new_bb);
+ }
*ni_name_ptr = ni_name;
*ratio_mult_vf_name_ptr = ratio_mult_vf_name;
}
+/* Function update_vuses_to_preheader.
+
+ Input:
+ STMT - a statement with potential VUSEs.
+ LOOP - the loop whose preheader will contain STMT.
+
+ It's possible to vectorize a loop even though an SSA_NAME from a VUSE
+ appears to be defined in a VDEF in another statement in a loop.
+ One such case is when the VUSE is at the dereference of a __restricted__
+ pointer in a load and the VDEF is at the dereference of a different
+ __restricted__ pointer in a store. Vectorization may result in
+ copy_virtual_uses being called to copy the problematic VUSE to a new
+ statement that is being inserted in the loop preheader. This procedure
+ is called to change the SSA_NAME in the new statement's VUSE from the
+ SSA_NAME updated in the loop to the related SSA_NAME available on the
+ path entering the loop.
+
+ When this function is called, we have the following situation:
+
+ # vuse <name1>
+ S1: vload
+ do {
+ # name1 = phi < name0 , name2>
+
+ # vuse <name1>
+ S2: vload
+
+ # name2 = vdef <name1>
+ S3: vstore
+
+ }while...
+
+ Stmt S1 was created in the loop preheader block as part of misaligned-load
+ handling. This function fixes the name of the vuse of S1 from 'name1' to
+ 'name0'. */
+
+static void
+update_vuses_to_preheader (tree stmt, struct loop *loop)
+{
+ basic_block header_bb = loop->header;
+ edge preheader_e = loop_preheader_edge (loop);
+ ssa_op_iter iter;
+ use_operand_p use_p;
+
+ FOR_EACH_SSA_USE_OPERAND (use_p, stmt, iter, SSA_OP_VUSE)
+ {
+ tree ssa_name = USE_FROM_PTR (use_p);
+ tree def_stmt = SSA_NAME_DEF_STMT (ssa_name);
+ tree name_var = SSA_NAME_VAR (ssa_name);
+ basic_block bb = bb_for_stmt (def_stmt);
+
+ /* For a use before any definitions, def_stmt is a NOP_EXPR. */
+ if (!IS_EMPTY_STMT (def_stmt)
+ && flow_bb_inside_loop_p (loop, bb))
+ {
+ /* If the block containing the statement defining the SSA_NAME
+ is in the loop then it's necessary to find the definition
+ outside the loop using the PHI nodes of the header. */
+ tree phi;
+ bool updated = false;
+
+ for (phi = phi_nodes (header_bb); phi; phi = TREE_CHAIN (phi))
+ {
+ if (SSA_NAME_VAR (PHI_RESULT (phi)) == name_var)
+ {
+ SET_USE (use_p, PHI_ARG_DEF (phi, preheader_e->dest_idx));
+ updated = true;
+ break;
+ }
+ }
+ gcc_assert (updated);
+ }
+ }
+}
+
+
/* Function vect_update_ivs_after_vectorizer.
"Advance" the induction variables of LOOP to the value they should take
edge update_e)
{
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
- basic_block exit_bb = loop->single_exit->dest;
+ basic_block exit_bb = single_exit (loop)->dest;
tree phi, phi1;
basic_block update_bb = update_e->dest;
tree var, stmt, ni, ni_name;
block_stmt_iterator last_bsi;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "vect_update_ivs_after_vectorizer: phi: ");
+ print_generic_expr (vect_dump, phi, TDF_SLIM);
+ }
+
/* Skip virtual phi's. */
if (!is_gimple_reg (SSA_NAME_VAR (PHI_RESULT (phi))))
{
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "virtual phi. skip.");
continue;
}
+ /* Skip reduction phis. */
+ if (STMT_VINFO_DEF_TYPE (vinfo_for_stmt (phi)) == vect_reduction_def)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "reduc phi. skip.");
+ continue;
+ }
+
access_fn = analyze_scalar_evolution (loop, PHI_RESULT (phi));
gcc_assert (access_fn);
evolution_part =
init_expr = unshare_expr (initial_condition_in_loop_num (access_fn,
loop->num));
- ni = build2 (PLUS_EXPR, TREE_TYPE (init_expr),
- build2 (MULT_EXPR, TREE_TYPE (niters),
- niters, step_expr), init_expr);
+ ni = fold_build2 (PLUS_EXPR, TREE_TYPE (init_expr),
+ fold_build2 (MULT_EXPR, TREE_TYPE (init_expr),
+ fold_convert (TREE_TYPE (init_expr),
+ niters),
+ step_expr),
+ init_expr);
var = create_tmp_var (TREE_TYPE (init_expr), "tmp");
- add_referenced_tmp_var (var);
+ add_referenced_var (var);
ni_name = force_gimple_operand (ni, &stmt, false, var);
bsi_insert_before (&last_bsi, stmt, BSI_SAME_STMT);
/* Fix phi expressions in the successor bb. */
- gcc_assert (PHI_ARG_DEF_FROM_EDGE (phi1, update_e) ==
- PHI_ARG_DEF_FROM_EDGE (phi, single_succ_edge (loop->latch)));
SET_PHI_ARG_DEF (phi1, update_e->dest_idx, ni_name);
}
}
NITERS / VECTORIZATION_FACTOR times (this value is placed into RATIO). */
static void
-vect_do_peeling_for_loop_bound (loop_vec_info loop_vinfo, tree *ratio,
- struct loops *loops)
+vect_do_peeling_for_loop_bound (loop_vec_info loop_vinfo, tree *ratio)
{
-
tree ni_name, ratio_mult_vf_name;
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
struct loop *new_loop;
edge update_e;
basic_block preheader;
-#ifdef ENABLE_CHECKING
int loop_num;
-#endif
+ unsigned int th;
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
- fprintf (vect_dump, "=== vect_transtorm_for_unknown_loop_bound ===");
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "=== vect_do_peeling_for_loop_bound ===");
+
+ initialize_original_copy_tables ();
/* Generate the following variables on the preheader of original loop:
vect_generate_tmps_on_preheader (loop_vinfo, &ni_name,
&ratio_mult_vf_name, ratio);
-#ifdef ENABLE_CHECKING
loop_num = loop->num;
-#endif
- new_loop = slpeel_tree_peel_loop_to_edge (loop, loops, loop->single_exit,
- ratio_mult_vf_name, ni_name, false);
-#ifdef ENABLE_CHECKING
+ /* Threshold for vectorized loop. */
+ th = (PARAM_VALUE (PARAM_MIN_VECT_LOOP_BOUND)) *
+ LOOP_VINFO_VECT_FACTOR (loop_vinfo);
+ new_loop = slpeel_tree_peel_loop_to_edge (loop, single_exit (loop),
+ ratio_mult_vf_name, ni_name, false, th);
gcc_assert (new_loop);
gcc_assert (loop_num == loop->num);
+#ifdef ENABLE_CHECKING
slpeel_verify_cfg_after_peeling (loop, new_loop);
#endif
is on the path where the LOOP IVs are used and need to be updated. */
preheader = loop_preheader_edge (new_loop)->src;
- if (EDGE_PRED (preheader, 0)->src == loop->single_exit->dest)
+ if (EDGE_PRED (preheader, 0)->src == single_exit (loop)->dest)
update_e = EDGE_PRED (preheader, 0);
else
update_e = EDGE_PRED (preheader, 1);
/* After peeling we have to reset scalar evolution analyzer. */
scev_reset ();
- return;
+ free_original_copy_tables ();
}
prolog_niters = min ( LOOP_NITERS , (VF - addr_mis/elem_size)&(VF-1) )
(elem_size = element type size; an element is the scalar element
- whose type is the inner type of the vectype) */
+ whose type is the inner type of the vectype)
+
+ For interleaving,
+
+ prolog_niters = min ( LOOP_NITERS ,
+ (VF/group_size - addr_mis/elem_size)&(VF/group_size-1) )
+ where group_size is the size of the interleaved group.
+*/
static tree
vect_gen_niters_for_prolog_loop (loop_vec_info loop_vinfo, tree loop_niters)
stmt_vec_info stmt_info = vinfo_for_stmt (dr_stmt);
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
int vectype_align = TYPE_ALIGN (vectype) / BITS_PER_UNIT;
- tree vf_minus_1 = build_int_cst (unsigned_type_node, vf - 1);
tree niters_type = TREE_TYPE (loop_niters);
+ int group_size = 1;
+ int element_size = GET_MODE_SIZE (TYPE_MODE (TREE_TYPE (DR_REF (dr))));
+
+ if (DR_GROUP_FIRST_DR (stmt_info))
+ {
+ /* For interleaved access element size must be multiplied by the size of
+ the interleaved group. */
+ group_size = DR_GROUP_SIZE (vinfo_for_stmt (
+ DR_GROUP_FIRST_DR (stmt_info)));
+ element_size *= group_size;
+ }
pe = loop_preheader_edge (loop);
if (LOOP_PEELING_FOR_ALIGNMENT (loop_vinfo) > 0)
{
int byte_misalign = LOOP_PEELING_FOR_ALIGNMENT (loop_vinfo);
- int element_size = vectype_align/vf;
int elem_misalign = byte_misalign / element_size;
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "known alignment = %d.", byte_misalign);
- iters = build_int_cst (niters_type, (vf - elem_misalign)&(vf-1));
+ iters = build_int_cst (niters_type,
+ (vf - elem_misalign)&(vf/group_size-1));
}
else
{
tree type = lang_hooks.types.type_for_size (tree_low_cst (size, 1), 1);
tree vectype_size_minus_1 = build_int_cst (type, vectype_align - 1);
tree elem_size_log =
- build_int_cst (unsigned_type_node, exact_log2 (vectype_align/vf));
- tree vf_tree = build_int_cst (unsigned_type_node, vf);
+ build_int_cst (type, exact_log2 (vectype_align/vf));
+ tree vf_minus_1 = build_int_cst (type, vf - 1);
+ tree vf_tree = build_int_cst (type, vf);
tree byte_misalign;
tree elem_misalign;
/* Create: byte_misalign = addr & (vectype_size - 1) */
byte_misalign =
- build2 (BIT_AND_EXPR, type, start_addr, vectype_size_minus_1);
+ fold_build2 (BIT_AND_EXPR, type, start_addr, vectype_size_minus_1);
/* Create: elem_misalign = byte_misalign / element_size */
elem_misalign =
- build2 (RSHIFT_EXPR, unsigned_type_node, byte_misalign, elem_size_log);
+ fold_build2 (RSHIFT_EXPR, type, byte_misalign, elem_size_log);
/* Create: (niters_type) (VF - elem_misalign)&(VF - 1) */
- iters = build2 (MINUS_EXPR, unsigned_type_node, vf_tree, elem_misalign);
- iters = build2 (BIT_AND_EXPR, unsigned_type_node, iters, vf_minus_1);
+ iters = fold_build2 (MINUS_EXPR, type, vf_tree, elem_misalign);
+ iters = fold_build2 (BIT_AND_EXPR, type, iters, vf_minus_1);
iters = fold_convert (niters_type, iters);
}
greater than vf; since the misalignment ('iters') is at most vf, there's
no need to generate the MIN_EXPR in this case. */
if (TREE_CODE (loop_niters) != INTEGER_CST)
- iters = build2 (MIN_EXPR, niters_type, iters, loop_niters);
+ iters = fold_build2 (MIN_EXPR, niters_type, iters, loop_niters);
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "niters for prolog loop: ");
print_generic_expr (vect_dump, iters, TDF_SLIM);
}
var = create_tmp_var (niters_type, "prolog_loop_niters");
- add_referenced_tmp_var (var);
+ add_referenced_var (var);
iters_name = force_gimple_operand (iters, &stmt, false, var);
/* Insert stmt on loop preheader edge. */
NITERS iterations were peeled from LOOP. DR represents a data reference
in LOOP. This function updates the information recorded in DR to
account for the fact that the first NITERS iterations had already been
- executed. Specifically, it updates the OFFSET field of stmt_info. */
+ executed. Specifically, it updates the OFFSET field of DR. */
static void
vect_update_init_of_dr (struct data_reference *dr, tree niters)
{
- stmt_vec_info stmt_info = vinfo_for_stmt (DR_STMT (dr));
- tree offset = STMT_VINFO_VECT_INIT_OFFSET (stmt_info);
+ tree offset = DR_OFFSET (dr);
- niters = fold (build2 (MULT_EXPR, TREE_TYPE (niters), niters,
- STMT_VINFO_VECT_STEP (stmt_info)));
- offset = fold (build2 (PLUS_EXPR, TREE_TYPE (offset), offset, niters));
- STMT_VINFO_VECT_INIT_OFFSET (stmt_info) = offset;
+ niters = fold_build2 (MULT_EXPR, TREE_TYPE (niters), niters, DR_STEP (dr));
+ offset = fold_build2 (PLUS_EXPR, TREE_TYPE (offset), offset, niters);
+ DR_OFFSET (dr) = offset;
}
vect_update_inits_of_drs (loop_vec_info loop_vinfo, tree niters)
{
unsigned int i;
- varray_type loop_write_datarefs = LOOP_VINFO_DATAREF_WRITES (loop_vinfo);
- varray_type loop_read_datarefs = LOOP_VINFO_DATAREF_READS (loop_vinfo);
+ VEC (data_reference_p, heap) *datarefs = LOOP_VINFO_DATAREFS (loop_vinfo);
+ struct data_reference *dr;
if (vect_dump && (dump_flags & TDF_DETAILS))
fprintf (vect_dump, "=== vect_update_inits_of_dr ===");
- for (i = 0; i < VARRAY_ACTIVE_SIZE (loop_write_datarefs); i++)
- {
- struct data_reference *dr = VARRAY_GENERIC_PTR (loop_write_datarefs, i);
- vect_update_init_of_dr (dr, niters);
- }
-
- for (i = 0; i < VARRAY_ACTIVE_SIZE (loop_read_datarefs); i++)
- {
- struct data_reference *dr = VARRAY_GENERIC_PTR (loop_read_datarefs, i);
- vect_update_init_of_dr (dr, niters);
- }
+ for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
+ vect_update_init_of_dr (dr, niters);
}
peeling is recorded in LOOP_VINFO_UNALIGNED_DR. */
static void
-vect_do_peeling_for_alignment (loop_vec_info loop_vinfo, struct loops *loops)
+vect_do_peeling_for_alignment (loop_vec_info loop_vinfo)
{
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
tree niters_of_prolog_loop, ni_name;
tree n_iters;
struct loop *new_loop;
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_do_peeling_for_alignment ===");
+ initialize_original_copy_tables ();
+
ni_name = vect_build_loop_niters (loop_vinfo);
niters_of_prolog_loop = vect_gen_niters_for_prolog_loop (loop_vinfo, ni_name);
/* Peel the prolog loop and iterate it niters_of_prolog_loop. */
new_loop =
- slpeel_tree_peel_loop_to_edge (loop, loops, loop_preheader_edge (loop),
- niters_of_prolog_loop, ni_name, true);
-#ifdef ENABLE_CHECKING
+ slpeel_tree_peel_loop_to_edge (loop, loop_preheader_edge (loop),
+ niters_of_prolog_loop, ni_name, true, 0);
gcc_assert (new_loop);
+#ifdef ENABLE_CHECKING
slpeel_verify_cfg_after_peeling (new_loop, loop);
#endif
/* Update number of times loop executes. */
n_iters = LOOP_VINFO_NITERS (loop_vinfo);
- LOOP_VINFO_NITERS (loop_vinfo) = fold (build2 (MINUS_EXPR,
- TREE_TYPE (n_iters), n_iters, niters_of_prolog_loop));
+ LOOP_VINFO_NITERS (loop_vinfo) = fold_build2 (MINUS_EXPR,
+ TREE_TYPE (n_iters), n_iters, niters_of_prolog_loop);
/* Update the init conditions of the access functions of all data refs. */
vect_update_inits_of_drs (loop_vinfo, niters_of_prolog_loop);
/* After peeling we have to reset scalar evolution analyzer. */
scev_reset ();
- return;
+ free_original_copy_tables ();
+}
+
+
+/* Function vect_create_cond_for_align_checks.
+
+ Create a conditional expression that represents the alignment checks for
+ all of data references (array element references) whose alignment must be
+ checked at runtime.
+
+ Input:
+ LOOP_VINFO - two fields of the loop information are used.
+ LOOP_VINFO_PTR_MASK is the mask used to check the alignment.
+ LOOP_VINFO_MAY_MISALIGN_STMTS contains the refs to be checked.
+
+ Output:
+ COND_EXPR_STMT_LIST - statements needed to construct the conditional
+ expression.
+ The returned value is the conditional expression to be used in the if
+ statement that controls which version of the loop gets executed at runtime.
+
+ The algorithm makes two assumptions:
+ 1) The number of bytes "n" in a vector is a power of 2.
+ 2) An address "a" is aligned if a%n is zero and that this
+ test can be done as a&(n-1) == 0. For example, for 16
+ byte vectors the test is a&0xf == 0. */
+
+static tree
+vect_create_cond_for_align_checks (loop_vec_info loop_vinfo,
+ tree *cond_expr_stmt_list)
+{
+ VEC(tree,heap) *may_misalign_stmts
+ = LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo);
+ tree ref_stmt;
+ int mask = LOOP_VINFO_PTR_MASK (loop_vinfo);
+ tree mask_cst;
+ unsigned int i;
+ tree psize;
+ tree int_ptrsize_type;
+ char tmp_name[20];
+ tree or_tmp_name = NULL_TREE;
+ tree and_tmp, and_tmp_name, and_stmt;
+ tree ptrsize_zero;
+
+ /* Check that mask is one less than a power of 2, i.e., mask is
+ all zeros followed by all ones. */
+ gcc_assert ((mask != 0) && ((mask & (mask+1)) == 0));
+
+ /* CHECKME: what is the best integer or unsigned type to use to hold a
+ cast from a pointer value? */
+ psize = TYPE_SIZE (ptr_type_node);
+ int_ptrsize_type
+ = lang_hooks.types.type_for_size (tree_low_cst (psize, 1), 0);
+
+ /* Create expression (mask & (dr_1 || ... || dr_n)) where dr_i is the address
+ of the first vector of the i'th data reference. */
+
+ for (i = 0; VEC_iterate (tree, may_misalign_stmts, i, ref_stmt); i++)
+ {
+ tree new_stmt_list = NULL_TREE;
+ tree addr_base;
+ tree addr_tmp, addr_tmp_name, addr_stmt;
+ tree or_tmp, new_or_tmp_name, or_stmt;
+
+ /* create: addr_tmp = (int)(address_of_first_vector) */
+ addr_base = vect_create_addr_base_for_vector_ref (ref_stmt,
+ &new_stmt_list,
+ NULL_TREE);
+
+ if (new_stmt_list != NULL_TREE)
+ append_to_statement_list_force (new_stmt_list, cond_expr_stmt_list);
+
+ sprintf (tmp_name, "%s%d", "addr2int", i);
+ addr_tmp = create_tmp_var (int_ptrsize_type, tmp_name);
+ add_referenced_var (addr_tmp);
+ addr_tmp_name = make_ssa_name (addr_tmp, NULL_TREE);
+ addr_stmt = fold_convert (int_ptrsize_type, addr_base);
+ addr_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
+ addr_tmp_name, addr_stmt);
+ SSA_NAME_DEF_STMT (addr_tmp_name) = addr_stmt;
+ append_to_statement_list_force (addr_stmt, cond_expr_stmt_list);
+
+ /* The addresses are OR together. */
+
+ if (or_tmp_name != NULL_TREE)
+ {
+ /* create: or_tmp = or_tmp | addr_tmp */
+ sprintf (tmp_name, "%s%d", "orptrs", i);
+ or_tmp = create_tmp_var (int_ptrsize_type, tmp_name);
+ add_referenced_var (or_tmp);
+ new_or_tmp_name = make_ssa_name (or_tmp, NULL_TREE);
+ or_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
+ new_or_tmp_name,
+ build2 (BIT_IOR_EXPR, int_ptrsize_type,
+ or_tmp_name,
+ addr_tmp_name));
+ SSA_NAME_DEF_STMT (new_or_tmp_name) = or_stmt;
+ append_to_statement_list_force (or_stmt, cond_expr_stmt_list);
+ or_tmp_name = new_or_tmp_name;
+ }
+ else
+ or_tmp_name = addr_tmp_name;
+
+ } /* end for i */
+
+ mask_cst = build_int_cst (int_ptrsize_type, mask);
+
+ /* create: and_tmp = or_tmp & mask */
+ and_tmp = create_tmp_var (int_ptrsize_type, "andmask" );
+ add_referenced_var (and_tmp);
+ and_tmp_name = make_ssa_name (and_tmp, NULL_TREE);
+
+ and_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
+ and_tmp_name,
+ build2 (BIT_AND_EXPR, int_ptrsize_type,
+ or_tmp_name, mask_cst));
+ SSA_NAME_DEF_STMT (and_tmp_name) = and_stmt;
+ append_to_statement_list_force (and_stmt, cond_expr_stmt_list);
+
+ /* Make and_tmp the left operand of the conditional test against zero.
+ if and_tmp has a nonzero bit then some address is unaligned. */
+ ptrsize_zero = build_int_cst (int_ptrsize_type, 0);
+ return build2 (EQ_EXPR, boolean_type_node,
+ and_tmp_name, ptrsize_zero);
}
stmts in the loop, and update the loop exit condition. */
void
-vect_transform_loop (loop_vec_info loop_vinfo,
- struct loops *loops ATTRIBUTE_UNUSED)
+vect_transform_loop (loop_vec_info loop_vinfo)
{
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
basic_block *bbs = LOOP_VINFO_BBS (loop_vinfo);
int nbbs = loop->num_nodes;
- block_stmt_iterator si;
+ block_stmt_iterator si, next_si;
int i;
tree ratio = NULL;
int vectorization_factor = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
+ bool strided_store;
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vec_transform_loop ===");
-
+ /* If the loop has data references that may or may not be aligned then
+ two versions of the loop need to be generated, one which is vectorized
+ and one which isn't. A test is then generated to control which of the
+ loops is executed. The test checks for the alignment of all of the
+ data references that may or may not be aligned. */
+
+ if (VEC_length (tree, LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo)))
+ {
+ struct loop *nloop;
+ tree cond_expr;
+ tree cond_expr_stmt_list = NULL_TREE;
+ basic_block condition_bb;
+ block_stmt_iterator cond_exp_bsi;
+ basic_block merge_bb;
+ basic_block new_exit_bb;
+ edge new_exit_e, e;
+ tree orig_phi, new_phi, arg;
+ unsigned prob = 4 * REG_BR_PROB_BASE / 5;
+
+ cond_expr = vect_create_cond_for_align_checks (loop_vinfo,
+ &cond_expr_stmt_list);
+ initialize_original_copy_tables ();
+ nloop = loop_version (loop, cond_expr, &condition_bb,
+ prob, prob, REG_BR_PROB_BASE - prob, true);
+ free_original_copy_tables();
+
+ /** Loop versioning violates an assumption we try to maintain during
+ vectorization - that the loop exit block has a single predecessor.
+ After versioning, the exit block of both loop versions is the same
+ basic block (i.e. it has two predecessors). Just in order to simplify
+ following transformations in the vectorizer, we fix this situation
+ here by adding a new (empty) block on the exit-edge of the loop,
+ with the proper loop-exit phis to maintain loop-closed-form. **/
+
+ merge_bb = single_exit (loop)->dest;
+ gcc_assert (EDGE_COUNT (merge_bb->preds) == 2);
+ new_exit_bb = split_edge (single_exit (loop));
+ new_exit_e = single_exit (loop);
+ e = EDGE_SUCC (new_exit_bb, 0);
+
+ for (orig_phi = phi_nodes (merge_bb); orig_phi;
+ orig_phi = PHI_CHAIN (orig_phi))
+ {
+ new_phi = create_phi_node (SSA_NAME_VAR (PHI_RESULT (orig_phi)),
+ new_exit_bb);
+ arg = PHI_ARG_DEF_FROM_EDGE (orig_phi, e);
+ add_phi_arg (new_phi, arg, new_exit_e);
+ SET_PHI_ARG_DEF (orig_phi, e->dest_idx, PHI_RESULT (new_phi));
+ }
+
+ /** end loop-exit-fixes after versioning **/
+
+ update_ssa (TODO_update_ssa);
+ cond_exp_bsi = bsi_last (condition_bb);
+ bsi_insert_before (&cond_exp_bsi, cond_expr_stmt_list, BSI_SAME_STMT);
+ }
+
+ /* CHECKME: we wouldn't need this if we called update_ssa once
+ for all loops. */
+ bitmap_zero (vect_memsyms_to_rename);
+
/* Peel the loop if there are data refs with unknown alignment.
Only one data ref with unknown store is allowed. */
if (LOOP_PEELING_FOR_ALIGNMENT (loop_vinfo))
- vect_do_peeling_for_alignment (loop_vinfo, loops);
+ vect_do_peeling_for_alignment (loop_vinfo);
/* If the loop has a symbolic number of iterations 'n' (i.e. it's not a
compile time constant), or it is a constant that doesn't divide by the
if (!LOOP_VINFO_NITERS_KNOWN_P (loop_vinfo)
|| (LOOP_VINFO_NITERS_KNOWN_P (loop_vinfo)
&& LOOP_VINFO_INT_NITERS (loop_vinfo) % vectorization_factor != 0))
- vect_do_peeling_for_loop_bound (loop_vinfo, &ratio, loops);
+ vect_do_peeling_for_loop_bound (loop_vinfo, &ratio);
else
ratio = build_int_cst (TREE_TYPE (LOOP_VINFO_NITERS (loop_vinfo)),
LOOP_VINFO_INT_NITERS (loop_vinfo) / vectorization_factor);
gcc_assert (EDGE_COUNT (loop->header->preds) == 2);
- loop_split_edge_with (loop_preheader_edge (loop), NULL);
-
+ split_edge (loop_preheader_edge (loop));
/* FORNOW: the vectorizer supports only loops which body consist
of one basic block (header + empty latch). When the vectorizer will
stmt_vec_info stmt_info;
bool is_store;
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "------>vectorizing statement: ");
print_generic_expr (vect_dump, stmt, TDF_SLIM);
}
stmt_info = vinfo_for_stmt (stmt);
gcc_assert (stmt_info);
- if (!STMT_VINFO_RELEVANT_P (stmt_info))
+ if (!STMT_VINFO_RELEVANT_P (stmt_info)
+ && !STMT_VINFO_LIVE_P (stmt_info))
{
bsi_next (&si);
continue;
}
-#ifdef ENABLE_CHECKING
- /* FORNOW: Verify that all stmts operate on the same number of
- units and no inner unrolling is necessary. */
- gcc_assert
- (GET_MODE_NUNITS (TYPE_MODE (STMT_VINFO_VECTYPE (stmt_info)))
- == vectorization_factor);
-#endif
+
+ if ((TYPE_VECTOR_SUBPARTS (STMT_VINFO_VECTYPE (stmt_info))
+ != (unsigned HOST_WIDE_INT) vectorization_factor)
+ && vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "multiple-types.");
+
/* -------- vectorize statement ------------ */
- if (vect_print_dump_info (REPORT_DETAILS, UNKNOWN_LOC))
+ if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "transform statement.");
- is_store = vect_transform_stmt (stmt, &si);
- if (is_store)
- {
- /* free the attached stmt_vec_info and remove the stmt. */
- stmt_ann_t ann = stmt_ann (stmt);
- free (stmt_info);
- set_stmt_info (ann, NULL);
- bsi_remove (&si);
- continue;
+ strided_store = false;
+ is_store = vect_transform_stmt (stmt, &si, &strided_store);
+ if (is_store)
+ {
+ stmt_ann_t ann;
+ if (DR_GROUP_FIRST_DR (stmt_info))
+ {
+ /* Interleaving. If IS_STORE is TRUE, the vectorization of the
+ interleaving chain was completed - free all the stores in
+ the chain. */
+ tree next = DR_GROUP_FIRST_DR (stmt_info);
+ tree tmp;
+ stmt_vec_info next_stmt_info;
+
+ while (next)
+ {
+ next_si = bsi_for_stmt (next);
+ next_stmt_info = vinfo_for_stmt (next);
+ /* Free the attached stmt_vec_info and remove the stmt. */
+ ann = stmt_ann (next);
+ tmp = DR_GROUP_NEXT_DR (next_stmt_info);
+ free (next_stmt_info);
+ set_stmt_info (ann, NULL);
+ bsi_remove (&next_si, true);
+ next = tmp;
+ }
+ bsi_remove (&si, true);
+ continue;
+ }
+ else
+ {
+ /* Free the attached stmt_vec_info and remove the stmt. */
+ ann = stmt_ann (stmt);
+ free (stmt_info);
+ set_stmt_info (ann, NULL);
+ bsi_remove (&si, true);
+ continue;
+ }
}
-
bsi_next (&si);
} /* stmts in BB */
} /* BBs in loop */
slpeel_make_loop_iterate_ntimes (loop, ratio);
- if (vect_print_dump_info (REPORT_VECTORIZED_LOOPS, LOOP_LOC (loop_vinfo)))
+ mark_set_for_renaming (vect_memsyms_to_rename);
+
+ /* The memory tags and pointers in vectorized statements need to
+ have their SSA forms updated. FIXME, why can't this be delayed
+ until all the loops have been transformed? */
+ update_ssa (TODO_update_ssa);
+
+ if (vect_print_dump_info (REPORT_VECTORIZED_LOOPS))
fprintf (vect_dump, "LOOP VECTORIZED.");
}
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