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gcc/gcc/tree-vect-data-refs.c
Richard Guenther 1234614746 tree-vect-data-refs.c (vect_create_data_ref_ptr): Remove redundant calls to merge_alias_info. 
2009-05-26  Richard Guenther  <rguenther@suse.de>

	* tree-vect-data-refs.c (vect_create_data_ref_ptr): Remove
	redundant calls to merge_alias_info.
	(bump_vector_ptr): Likewise.
	* tree-ssa-copy.c (merge_alias_info): Remove.
	(replace_exp_1): Remove call to merge_alias_info.
	(propagate_tree_value): Likewise.
	(fini_copy_prop): Propagate points-to info.
	* tree-flow.h (merge_alias_info): Remove.

From-SVN: r147863
2009-05-26 08:48:02 +00:00

3483 lines
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/* Data References Analysis and Manipulation Utilities for Vectorization.
Copyright (C) 2003, 2004, 2005, 2006, 2007, 2008, 2009 Free Software
Foundation, Inc.
Contributed by Dorit Naishlos <dorit@il.ibm.com>
and Ira Rosen <irar@il.ibm.com>
This file is part of GCC.
GCC is free software; you can redistribute it and/or modify it under
the terms of the GNU General Public License as published by the Free
Software Foundation; either version 3, or (at your option) any later
version.
GCC is distributed in the hope that it will be useful, but WITHOUT ANY
WARRANTY; without even the implied warranty of MERCHANTABILITY or
FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
for more details.
You should have received a copy of the GNU General Public License
along with GCC; see the file COPYING3. If not see
<http://www.gnu.org/licenses/>. */
#include "config.h"
#include "system.h"
#include "coretypes.h"
#include "tm.h"
#include "ggc.h"
#include "tree.h"
#include "target.h"
#include "basic-block.h"
#include "diagnostic.h"
#include "tree-flow.h"
#include "tree-dump.h"
#include "cfgloop.h"
#include "expr.h"
#include "optabs.h"
#include "tree-chrec.h"
#include "tree-scalar-evolution.h"
#include "tree-vectorizer.h"
#include "toplev.h"
/* Return the smallest scalar part of STMT.
This is used to determine the vectype of the stmt. We generally set the
vectype according to the type of the result (lhs). For stmts whose
result-type is different than the type of the arguments (e.g., demotion,
promotion), vectype will be reset appropriately (later). Note that we have
to visit the smallest datatype in this function, because that determines the
VF. If the smallest datatype in the loop is present only as the rhs of a
promotion operation - we'd miss it.
Such a case, where a variable of this datatype does not appear in the lhs
anywhere in the loop, can only occur if it's an invariant: e.g.:
'int_x = (int) short_inv', which we'd expect to have been optimized away by
invariant motion. However, we cannot rely on invariant motion to always take
invariants out of the loop, and so in the case of promotion we also have to
check the rhs.
LHS_SIZE_UNIT and RHS_SIZE_UNIT contain the sizes of the corresponding
types. */
tree
vect_get_smallest_scalar_type (gimple stmt, HOST_WIDE_INT *lhs_size_unit,
HOST_WIDE_INT *rhs_size_unit)
{
tree scalar_type = gimple_expr_type (stmt);
HOST_WIDE_INT lhs, rhs;
lhs = rhs = TREE_INT_CST_LOW (TYPE_SIZE_UNIT (scalar_type));
if (is_gimple_assign (stmt)
&& (gimple_assign_cast_p (stmt)
|| gimple_assign_rhs_code (stmt) == WIDEN_MULT_EXPR
|| gimple_assign_rhs_code (stmt) == FLOAT_EXPR))
{
tree rhs_type = TREE_TYPE (gimple_assign_rhs1 (stmt));
rhs = TREE_INT_CST_LOW (TYPE_SIZE_UNIT (rhs_type));
if (rhs < lhs)
scalar_type = rhs_type;
}
*lhs_size_unit = lhs;
*rhs_size_unit = rhs;
return scalar_type;
}
/* Find the place of the data-ref in STMT in the interleaving chain that starts
from FIRST_STMT. Return -1 if the data-ref is not a part of the chain. */
int
vect_get_place_in_interleaving_chain (gimple stmt, gimple first_stmt)
{
gimple next_stmt = first_stmt;
int result = 0;
if (first_stmt != DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt)))
return -1;
while (next_stmt && next_stmt != stmt)
{
result++;
next_stmt = DR_GROUP_NEXT_DR (vinfo_for_stmt (next_stmt));
}
if (next_stmt)
return result;
else
return -1;
}
/* Function vect_insert_into_interleaving_chain.
Insert DRA into the interleaving chain of DRB according to DRA's INIT. */
static void
vect_insert_into_interleaving_chain (struct data_reference *dra,
struct data_reference *drb)
{
gimple prev, next;
tree next_init;
stmt_vec_info stmtinfo_a = vinfo_for_stmt (DR_STMT (dra));
stmt_vec_info stmtinfo_b = vinfo_for_stmt (DR_STMT (drb));
prev = DR_GROUP_FIRST_DR (stmtinfo_b);
next = DR_GROUP_NEXT_DR (vinfo_for_stmt (prev));
while (next)
{
next_init = DR_INIT (STMT_VINFO_DATA_REF (vinfo_for_stmt (next)));
if (tree_int_cst_compare (next_init, DR_INIT (dra)) > 0)
{
/* Insert here. */
DR_GROUP_NEXT_DR (vinfo_for_stmt (prev)) = DR_STMT (dra);
DR_GROUP_NEXT_DR (stmtinfo_a) = next;
return;
}
prev = next;
next = DR_GROUP_NEXT_DR (vinfo_for_stmt (prev));
}
/* We got to the end of the list. Insert here. */
DR_GROUP_NEXT_DR (vinfo_for_stmt (prev)) = DR_STMT (dra);
DR_GROUP_NEXT_DR (stmtinfo_a) = NULL;
}
/* Function vect_update_interleaving_chain.
For two data-refs DRA and DRB that are a part of a chain interleaved data
accesses, update the interleaving chain. DRB's INIT is smaller than DRA's.
There are four possible cases:
1. New stmts - both DRA and DRB are not a part of any chain:
FIRST_DR = DRB
NEXT_DR (DRB) = DRA
2. DRB is a part of a chain and DRA is not:
no need to update FIRST_DR
no need to insert DRB
insert DRA according to init
3. DRA is a part of a chain and DRB is not:
if (init of FIRST_DR > init of DRB)
FIRST_DR = DRB
NEXT(FIRST_DR) = previous FIRST_DR
else
insert DRB according to its init
4. both DRA and DRB are in some interleaving chains:
choose the chain with the smallest init of FIRST_DR
insert the nodes of the second chain into the first one. */
static void
vect_update_interleaving_chain (struct data_reference *drb,
struct data_reference *dra)
{
stmt_vec_info stmtinfo_a = vinfo_for_stmt (DR_STMT (dra));
stmt_vec_info stmtinfo_b = vinfo_for_stmt (DR_STMT (drb));
tree next_init, init_dra_chain, init_drb_chain;
gimple first_a, first_b;
tree node_init;
gimple node, prev, next, first_stmt;
/* 1. New stmts - both DRA and DRB are not a part of any chain. */
if (!DR_GROUP_FIRST_DR (stmtinfo_a) && !DR_GROUP_FIRST_DR (stmtinfo_b))
{
DR_GROUP_FIRST_DR (stmtinfo_a) = DR_STMT (drb);
DR_GROUP_FIRST_DR (stmtinfo_b) = DR_STMT (drb);
DR_GROUP_NEXT_DR (stmtinfo_b) = DR_STMT (dra);
return;
}
/* 2. DRB is a part of a chain and DRA is not. */
if (!DR_GROUP_FIRST_DR (stmtinfo_a) && DR_GROUP_FIRST_DR (stmtinfo_b))
{
DR_GROUP_FIRST_DR (stmtinfo_a) = DR_GROUP_FIRST_DR (stmtinfo_b);
/* Insert DRA into the chain of DRB. */
vect_insert_into_interleaving_chain (dra, drb);
return;
}
/* 3. DRA is a part of a chain and DRB is not. */
if (DR_GROUP_FIRST_DR (stmtinfo_a) && !DR_GROUP_FIRST_DR (stmtinfo_b))
{
gimple old_first_stmt = DR_GROUP_FIRST_DR (stmtinfo_a);
tree init_old = DR_INIT (STMT_VINFO_DATA_REF (vinfo_for_stmt (
old_first_stmt)));
gimple tmp;
if (tree_int_cst_compare (init_old, DR_INIT (drb)) > 0)
{
/* DRB's init is smaller than the init of the stmt previously marked
as the first stmt of the interleaving chain of DRA. Therefore, we
update FIRST_STMT and put DRB in the head of the list. */
DR_GROUP_FIRST_DR (stmtinfo_b) = DR_STMT (drb);
DR_GROUP_NEXT_DR (stmtinfo_b) = old_first_stmt;
/* Update all the stmts in the list to point to the new FIRST_STMT. */
tmp = old_first_stmt;
while (tmp)
{
DR_GROUP_FIRST_DR (vinfo_for_stmt (tmp)) = DR_STMT (drb);
tmp = DR_GROUP_NEXT_DR (vinfo_for_stmt (tmp));
}
}
else
{
/* Insert DRB in the list of DRA. */
vect_insert_into_interleaving_chain (drb, dra);
DR_GROUP_FIRST_DR (stmtinfo_b) = DR_GROUP_FIRST_DR (stmtinfo_a);
}
return;
}
/* 4. both DRA and DRB are in some interleaving chains. */
first_a = DR_GROUP_FIRST_DR (stmtinfo_a);
first_b = DR_GROUP_FIRST_DR (stmtinfo_b);
if (first_a == first_b)
return;
init_dra_chain = DR_INIT (STMT_VINFO_DATA_REF (vinfo_for_stmt (first_a)));
init_drb_chain = DR_INIT (STMT_VINFO_DATA_REF (vinfo_for_stmt (first_b)));
if (tree_int_cst_compare (init_dra_chain, init_drb_chain) > 0)
{
/* Insert the nodes of DRA chain into the DRB chain.
After inserting a node, continue from this node of the DRB chain (don't
start from the beginning. */
node = DR_GROUP_FIRST_DR (stmtinfo_a);
prev = DR_GROUP_FIRST_DR (stmtinfo_b);
first_stmt = first_b;
}
else
{
/* Insert the nodes of DRB chain into the DRA chain.
After inserting a node, continue from this node of the DRA chain (don't
start from the beginning. */
node = DR_GROUP_FIRST_DR (stmtinfo_b);
prev = DR_GROUP_FIRST_DR (stmtinfo_a);
first_stmt = first_a;
}
while (node)
{
node_init = DR_INIT (STMT_VINFO_DATA_REF (vinfo_for_stmt (node)));
next = DR_GROUP_NEXT_DR (vinfo_for_stmt (prev));
while (next)
{
next_init = DR_INIT (STMT_VINFO_DATA_REF (vinfo_for_stmt (next)));
if (tree_int_cst_compare (next_init, node_init) > 0)
{
/* Insert here. */
DR_GROUP_NEXT_DR (vinfo_for_stmt (prev)) = node;
DR_GROUP_NEXT_DR (vinfo_for_stmt (node)) = next;
prev = node;
break;
}
prev = next;
next = DR_GROUP_NEXT_DR (vinfo_for_stmt (prev));
}
if (!next)
{
/* We got to the end of the list. Insert here. */
DR_GROUP_NEXT_DR (vinfo_for_stmt (prev)) = node;
DR_GROUP_NEXT_DR (vinfo_for_stmt (node)) = NULL;
prev = node;
}
DR_GROUP_FIRST_DR (vinfo_for_stmt (node)) = first_stmt;
node = DR_GROUP_NEXT_DR (vinfo_for_stmt (node));
}
}
/* Function vect_equal_offsets.
Check if OFFSET1 and OFFSET2 are identical expressions. */
static bool
vect_equal_offsets (tree offset1, tree offset2)
{
bool res0, res1;
STRIP_NOPS (offset1);
STRIP_NOPS (offset2);
if (offset1 == offset2)
return true;
if (TREE_CODE (offset1) != TREE_CODE (offset2)
|| !BINARY_CLASS_P (offset1)
|| !BINARY_CLASS_P (offset2))
return false;
res0 = vect_equal_offsets (TREE_OPERAND (offset1, 0),
TREE_OPERAND (offset2, 0));
res1 = vect_equal_offsets (TREE_OPERAND (offset1, 1),
TREE_OPERAND (offset2, 1));
return (res0 && res1);
}
/* Function vect_check_interleaving.
Check if DRA and DRB are a part of interleaving. In case they are, insert
DRA and DRB in an interleaving chain. */
static bool
vect_check_interleaving (struct data_reference *dra,
struct data_reference *drb)
{
HOST_WIDE_INT type_size_a, type_size_b, diff_mod_size, step, init_a, init_b;
/* Check that the data-refs have same first location (except init) and they
are both either store or load (not load and store). */
if ((DR_BASE_ADDRESS (dra) != DR_BASE_ADDRESS (drb)
&& (TREE_CODE (DR_BASE_ADDRESS (dra)) != ADDR_EXPR
|| TREE_CODE (DR_BASE_ADDRESS (drb)) != ADDR_EXPR
|| TREE_OPERAND (DR_BASE_ADDRESS (dra), 0)
!= TREE_OPERAND (DR_BASE_ADDRESS (drb),0)))
|| !vect_equal_offsets (DR_OFFSET (dra), DR_OFFSET (drb))
|| !tree_int_cst_compare (DR_INIT (dra), DR_INIT (drb))
|| DR_IS_READ (dra) != DR_IS_READ (drb))
return false;
/* Check:
1. data-refs are of the same type
2. their steps are equal
3. the step (if greater than zero) is greater than the difference between
data-refs' inits. */
type_size_a = TREE_INT_CST_LOW (TYPE_SIZE_UNIT (TREE_TYPE (DR_REF (dra))));
type_size_b = TREE_INT_CST_LOW (TYPE_SIZE_UNIT (TREE_TYPE (DR_REF (drb))));
if (type_size_a != type_size_b
|| tree_int_cst_compare (DR_STEP (dra), DR_STEP (drb))
|| !types_compatible_p (TREE_TYPE (DR_REF (dra)),
TREE_TYPE (DR_REF (drb))))
return false;
init_a = TREE_INT_CST_LOW (DR_INIT (dra));
init_b = TREE_INT_CST_LOW (DR_INIT (drb));
step = TREE_INT_CST_LOW (DR_STEP (dra));
if (init_a > init_b)
{
/* If init_a == init_b + the size of the type * k, we have an interleaving,
and DRB is accessed before DRA. */
diff_mod_size = (init_a - init_b) % type_size_a;
if (step && (init_a - init_b) > step)
return false;
if (diff_mod_size == 0)
{
vect_update_interleaving_chain (drb, dra);
if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump, "Detected interleaving ");
print_generic_expr (vect_dump, DR_REF (dra), TDF_SLIM);
fprintf (vect_dump, " and ");
print_generic_expr (vect_dump, DR_REF (drb), TDF_SLIM);
}
return true;
}
}
else
{
/* If init_b == init_a + the size of the type * k, we have an
interleaving, and DRA is accessed before DRB. */
diff_mod_size = (init_b - init_a) % type_size_a;
if (step && (init_b - init_a) > step)
return false;
if (diff_mod_size == 0)
{
vect_update_interleaving_chain (dra, drb);
if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump, "Detected interleaving ");
print_generic_expr (vect_dump, DR_REF (dra), TDF_SLIM);
fprintf (vect_dump, " and ");
print_generic_expr (vect_dump, DR_REF (drb), TDF_SLIM);
}
return true;
}
}
return false;
}
/* Check if data references pointed by DR_I and DR_J are same or
belong to same interleaving group. Return FALSE if drs are
different, otherwise return TRUE. */
static bool
vect_same_range_drs (data_reference_p dr_i, data_reference_p dr_j)
{
gimple stmt_i = DR_STMT (dr_i);
gimple stmt_j = DR_STMT (dr_j);
if (operand_equal_p (DR_REF (dr_i), DR_REF (dr_j), 0)
|| (DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt_i))
&& DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt_j))
&& (DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt_i))
== DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt_j)))))
return true;
else
return false;
}
/* If address ranges represented by DDR_I and DDR_J are equal,
return TRUE, otherwise return FALSE. */
static bool
vect_vfa_range_equal (ddr_p ddr_i, ddr_p ddr_j)
{
if ((vect_same_range_drs (DDR_A (ddr_i), DDR_A (ddr_j))
&& vect_same_range_drs (DDR_B (ddr_i), DDR_B (ddr_j)))
|| (vect_same_range_drs (DDR_A (ddr_i), DDR_B (ddr_j))
&& vect_same_range_drs (DDR_B (ddr_i), DDR_A (ddr_j))))
return true;
else
return false;
}
/* Insert DDR into LOOP_VINFO list of ddrs that may alias and need to be
tested at run-time. Return TRUE if DDR was successfully inserted.
Return false if versioning is not supported. */
static bool
vect_mark_for_runtime_alias_test (ddr_p ddr, loop_vec_info loop_vinfo)
{
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
if ((unsigned) PARAM_VALUE (PARAM_VECT_MAX_VERSION_FOR_ALIAS_CHECKS) == 0)
return false;
if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump, "mark for run-time aliasing test between ");
print_generic_expr (vect_dump, DR_REF (DDR_A (ddr)), TDF_SLIM);
fprintf (vect_dump, " and ");
print_generic_expr (vect_dump, DR_REF (DDR_B (ddr)), TDF_SLIM);
}
if (optimize_loop_nest_for_size_p (loop))
{
if (vect_print_dump_info (REPORT_DR_DETAILS))
fprintf (vect_dump, "versioning not supported when optimizing for size.");
return false;
}
/* FORNOW: We don't support versioning with outer-loop vectorization. */
if (loop->inner)
{
if (vect_print_dump_info (REPORT_DR_DETAILS))
fprintf (vect_dump, "versioning not yet supported for outer-loops.");
return false;
}
VEC_safe_push (ddr_p, heap, LOOP_VINFO_MAY_ALIAS_DDRS (loop_vinfo), ddr);
return true;
}
/* Function vect_analyze_data_ref_dependence.
Return TRUE if there (might) exist a dependence between a memory-reference
DRA and a memory-reference DRB. When versioning for alias may check a
dependence at run-time, return FALSE. */
static bool
vect_analyze_data_ref_dependence (struct data_dependence_relation *ddr,
loop_vec_info loop_vinfo)
{
unsigned int i;
struct loop *loop = NULL;
int vectorization_factor = 0;
struct data_reference *dra = DDR_A (ddr);
struct data_reference *drb = DDR_B (ddr);
stmt_vec_info stmtinfo_a = vinfo_for_stmt (DR_STMT (dra));
stmt_vec_info stmtinfo_b = vinfo_for_stmt (DR_STMT (drb));
int dra_size = GET_MODE_SIZE (TYPE_MODE (TREE_TYPE (DR_REF (dra))));
int drb_size = GET_MODE_SIZE (TYPE_MODE (TREE_TYPE (DR_REF (drb))));
lambda_vector dist_v;
unsigned int loop_depth;
if (DDR_ARE_DEPENDENT (ddr) == chrec_known)
{
/* Independent data accesses. */
vect_check_interleaving (dra, drb);
return false;
}
if (loop_vinfo)
{
loop = LOOP_VINFO_LOOP (loop_vinfo);
vectorization_factor = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
}
if ((DR_IS_READ (dra) && DR_IS_READ (drb) && loop_vinfo) || dra == drb)
return false;
if (DDR_ARE_DEPENDENT (ddr) == chrec_dont_know)
{
if (loop_vinfo)
{
if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump, "versioning for alias required: "
"can't determine dependence between ");
print_generic_expr (vect_dump, DR_REF (dra), TDF_SLIM);
fprintf (vect_dump, " and ");
print_generic_expr (vect_dump, DR_REF (drb), TDF_SLIM);
}
/* Add to list of ddrs that need to be tested at run-time. */
return !vect_mark_for_runtime_alias_test (ddr, loop_vinfo);
}
/* When vectorizing a basic block unknown depnedence can still mean
strided access. */
if (vect_check_interleaving (dra, drb))
return false;
if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump, "can't determine dependence between ");
print_generic_expr (vect_dump, DR_REF (dra), TDF_SLIM);
fprintf (vect_dump, " and ");
print_generic_expr (vect_dump, DR_REF (drb), TDF_SLIM);
}
return true;
}
/* Versioning for alias is not yet supported for basic block SLP, and
dependence distance is unapplicable, hence, in case of known data
dependence, basic block vectorization is impossible for now. */
if (!loop_vinfo)
{
if (dra != drb && vect_check_interleaving (dra, drb))
return false;
if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump, "determined dependence between ");
print_generic_expr (vect_dump, DR_REF (dra), TDF_SLIM);
fprintf (vect_dump, " and ");
print_generic_expr (vect_dump, DR_REF (drb), TDF_SLIM);
}
return true;
}
/* Loop-based vectorization and known data dependence. */
if (DDR_NUM_DIST_VECTS (ddr) == 0)
{
if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump, "versioning for alias required: bad dist vector for ");
print_generic_expr (vect_dump, DR_REF (dra), TDF_SLIM);
fprintf (vect_dump, " and ");
print_generic_expr (vect_dump, DR_REF (drb), TDF_SLIM);
}
/* Add to list of ddrs that need to be tested at run-time. */
return !vect_mark_for_runtime_alias_test (ddr, loop_vinfo);
}
loop_depth = index_in_loop_nest (loop->num, DDR_LOOP_NEST (ddr));
for (i = 0; VEC_iterate (lambda_vector, DDR_DIST_VECTS (ddr), i, dist_v); i++)
{
int dist = dist_v[loop_depth];
if (vect_print_dump_info (REPORT_DR_DETAILS))
fprintf (vect_dump, "dependence distance = %d.", dist);
/* Same loop iteration. */
if (dist % vectorization_factor == 0 && dra_size == drb_size)
{
/* Two references with distance zero have the same alignment. */
VEC_safe_push (dr_p, heap, STMT_VINFO_SAME_ALIGN_REFS (stmtinfo_a), drb);
VEC_safe_push (dr_p, heap, STMT_VINFO_SAME_ALIGN_REFS (stmtinfo_b), dra);
if (vect_print_dump_info (REPORT_ALIGNMENT))
fprintf (vect_dump, "accesses have the same alignment.");
if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump, "dependence distance modulo vf == 0 between ");
print_generic_expr (vect_dump, DR_REF (dra), TDF_SLIM);
fprintf (vect_dump, " and ");
print_generic_expr (vect_dump, DR_REF (drb), TDF_SLIM);
}
/* For interleaving, mark that there is a read-write dependency if
necessary. We check before that one of the data-refs is store. */
if (DR_IS_READ (dra))
DR_GROUP_READ_WRITE_DEPENDENCE (stmtinfo_a) = true;
else
{
if (DR_IS_READ (drb))
DR_GROUP_READ_WRITE_DEPENDENCE (stmtinfo_b) = true;
}
continue;
}
if (abs (dist) >= vectorization_factor
|| (dist > 0 && DDR_REVERSED_P (ddr)))
{
/* Dependence distance does not create dependence, as far as
vectorization is concerned, in this case. If DDR_REVERSED_P the
order of the data-refs in DDR was reversed (to make distance
vector positive), and the actual distance is negative. */
if (vect_print_dump_info (REPORT_DR_DETAILS))
fprintf (vect_dump, "dependence distance >= VF or negative.");
continue;
}
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS))
{
fprintf (vect_dump, "not vectorized, possible dependence "
"between data-refs ");
print_generic_expr (vect_dump, DR_REF (dra), TDF_SLIM);
fprintf (vect_dump, " and ");
print_generic_expr (vect_dump, DR_REF (drb), TDF_SLIM);
}
return true;
}
return false;
}
/* Function vect_analyze_data_ref_dependences.
Examine all the data references in the loop, and make sure there do not
exist any data dependences between them. */
bool
vect_analyze_data_ref_dependences (loop_vec_info loop_vinfo,
bb_vec_info bb_vinfo)
{
unsigned int i;
VEC (ddr_p, heap) *ddrs = NULL;
struct data_dependence_relation *ddr;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_analyze_dependences ===");
if (loop_vinfo)
ddrs = LOOP_VINFO_DDRS (loop_vinfo);
else
ddrs = BB_VINFO_DDRS (bb_vinfo);
for (i = 0; VEC_iterate (ddr_p, ddrs, i, ddr); i++)
if (vect_analyze_data_ref_dependence (ddr, loop_vinfo))
return false;
return true;
}
/* Function vect_compute_data_ref_alignment
Compute the misalignment of the data reference DR.
Output:
1. If during the misalignment computation it is found that the data reference
cannot be vectorized then false is returned.
2. DR_MISALIGNMENT (DR) is defined.
FOR NOW: No analysis is actually performed. Misalignment is calculated
only for trivial cases. TODO. */
static bool
vect_compute_data_ref_alignment (struct data_reference *dr)
{
gimple stmt = DR_STMT (dr);
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
struct loop *loop = NULL;
tree ref = DR_REF (dr);
tree vectype;
tree base, base_addr;
bool base_aligned;
tree misalign;
tree aligned_to, alignment;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "vect_compute_data_ref_alignment:");
if (loop_vinfo)
loop = LOOP_VINFO_LOOP (loop_vinfo);
/* Initialize misalignment to unknown. */
SET_DR_MISALIGNMENT (dr, -1);
misalign = DR_INIT (dr);
aligned_to = DR_ALIGNED_TO (dr);
base_addr = DR_BASE_ADDRESS (dr);
vectype = STMT_VINFO_VECTYPE (stmt_info);
/* In case the dataref is in an inner-loop of the loop that is being
vectorized (LOOP), we use the base and misalignment information
relative to the outer-loop (LOOP). This is ok only if the misalignment
stays the same throughout the execution of the inner-loop, which is why
we have to check that the stride of the dataref in the inner-loop evenly
divides by the vector size. */
if (loop && nested_in_vect_loop_p (loop, stmt))
{
tree step = DR_STEP (dr);
HOST_WIDE_INT dr_step = TREE_INT_CST_LOW (step);
if (dr_step % GET_MODE_SIZE (TYPE_MODE (vectype)) == 0)
{
if (vect_print_dump_info (REPORT_ALIGNMENT))
fprintf (vect_dump, "inner step divides the vector-size.");
misalign = STMT_VINFO_DR_INIT (stmt_info);
aligned_to = STMT_VINFO_DR_ALIGNED_TO (stmt_info);
base_addr = STMT_VINFO_DR_BASE_ADDRESS (stmt_info);
}
else
{
if (vect_print_dump_info (REPORT_ALIGNMENT))
fprintf (vect_dump, "inner step doesn't divide the vector-size.");
misalign = NULL_TREE;
}
}
base = build_fold_indirect_ref (base_addr);
alignment = ssize_int (TYPE_ALIGN (vectype)/BITS_PER_UNIT);
if ((aligned_to && tree_int_cst_compare (aligned_to, alignment) < 0)
|| !misalign)
{
if (vect_print_dump_info (REPORT_ALIGNMENT))
{
fprintf (vect_dump, "Unknown alignment for access: ");
print_generic_expr (vect_dump, base, TDF_SLIM);
}
return true;
}
if ((DECL_P (base)
&& tree_int_cst_compare (ssize_int (DECL_ALIGN_UNIT (base)),
alignment) >= 0)
|| (TREE_CODE (base_addr) == SSA_NAME
&& tree_int_cst_compare (ssize_int (TYPE_ALIGN_UNIT (TREE_TYPE (
TREE_TYPE (base_addr)))),
alignment) >= 0))
base_aligned = true;
else
base_aligned = false;
if (!base_aligned)
{
/* Do not change the alignment of global variables if
flag_section_anchors is enabled. */
if (!vect_can_force_dr_alignment_p (base, TYPE_ALIGN (vectype))
|| (TREE_STATIC (base) && flag_section_anchors))
{
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "can't force alignment of ref: ");
print_generic_expr (vect_dump, ref, TDF_SLIM);
}
return true;
}
/* Force the alignment of the decl.
NOTE: This is the only change to the code we make during
the analysis phase, before deciding to vectorize the loop. */
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "force alignment");
DECL_ALIGN (base) = TYPE_ALIGN (vectype);
DECL_USER_ALIGN (base) = 1;
}
/* At this point we assume that the base is aligned. */
gcc_assert (base_aligned
|| (TREE_CODE (base) == VAR_DECL
&& DECL_ALIGN (base) >= TYPE_ALIGN (vectype)));
/* Modulo alignment. */
misalign = size_binop (FLOOR_MOD_EXPR, misalign, alignment);
if (!host_integerp (misalign, 1))
{
/* Negative or overflowed misalignment value. */
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "unexpected misalign value");
return false;
}
SET_DR_MISALIGNMENT (dr, TREE_INT_CST_LOW (misalign));
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "misalign = %d bytes of ref ", DR_MISALIGNMENT (dr));
print_generic_expr (vect_dump, ref, TDF_SLIM);
}
return true;
}
/* Function vect_compute_data_refs_alignment
Compute the misalignment of data references in the loop.
Return FALSE if a data reference is found that cannot be vectorized. */
static bool
vect_compute_data_refs_alignment (loop_vec_info loop_vinfo,
bb_vec_info bb_vinfo)
{
VEC (data_reference_p, heap) *datarefs;
struct data_reference *dr;
unsigned int i;
if (loop_vinfo)
datarefs = LOOP_VINFO_DATAREFS (loop_vinfo);
else
datarefs = BB_VINFO_DATAREFS (bb_vinfo);
for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
if (!vect_compute_data_ref_alignment (dr))
return false;
return true;
}
/* Function vect_update_misalignment_for_peel
DR - the data reference whose misalignment is to be adjusted.
DR_PEEL - the data reference whose misalignment is being made
zero in the vector loop by the peel.
NPEEL - the number of iterations in the peel loop if the misalignment
of DR_PEEL is known at compile time. */
static void
vect_update_misalignment_for_peel (struct data_reference *dr,
struct data_reference *dr_peel, int npeel)
{
unsigned int i;
VEC(dr_p,heap) *same_align_drs;
struct data_reference *current_dr;
int dr_size = GET_MODE_SIZE (TYPE_MODE (TREE_TYPE (DR_REF (dr))));
int dr_peel_size = GET_MODE_SIZE (TYPE_MODE (TREE_TYPE (DR_REF (dr_peel))));
stmt_vec_info stmt_info = vinfo_for_stmt (DR_STMT (dr));
stmt_vec_info peel_stmt_info = vinfo_for_stmt (DR_STMT (dr_peel));
/* For interleaved data accesses the step in the loop must be multiplied by
the size of the interleaving group. */
if (STMT_VINFO_STRIDED_ACCESS (stmt_info))
dr_size *= DR_GROUP_SIZE (vinfo_for_stmt (DR_GROUP_FIRST_DR (stmt_info)));
if (STMT_VINFO_STRIDED_ACCESS (peel_stmt_info))
dr_peel_size *= DR_GROUP_SIZE (peel_stmt_info);
/* It can be assumed that the data refs with the same alignment as dr_peel
are aligned in the vector loop. */
same_align_drs
= STMT_VINFO_SAME_ALIGN_REFS (vinfo_for_stmt (DR_STMT (dr_peel)));
for (i = 0; VEC_iterate (dr_p, same_align_drs, i, current_dr); i++)
{
if (current_dr != dr)
continue;
gcc_assert (DR_MISALIGNMENT (dr) / dr_size ==
DR_MISALIGNMENT (dr_peel) / dr_peel_size);
SET_DR_MISALIGNMENT (dr, 0);
return;
}
if (known_alignment_for_access_p (dr)
&& known_alignment_for_access_p (dr_peel))
{
int misal = DR_MISALIGNMENT (dr);
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
misal += npeel * dr_size;
misal %= GET_MODE_SIZE (TYPE_MODE (vectype));
SET_DR_MISALIGNMENT (dr, misal);
return;
}
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "Setting misalignment to -1.");
SET_DR_MISALIGNMENT (dr, -1);
}
/* Function vect_verify_datarefs_alignment
Return TRUE if all data references in the loop can be
handled with respect to alignment. */
bool
vect_verify_datarefs_alignment (loop_vec_info loop_vinfo, bb_vec_info bb_vinfo)
{
VEC (data_reference_p, heap) *datarefs;
struct data_reference *dr;
enum dr_alignment_support supportable_dr_alignment;
unsigned int i;
if (loop_vinfo)
datarefs = LOOP_VINFO_DATAREFS (loop_vinfo);
else
datarefs = BB_VINFO_DATAREFS (bb_vinfo);
for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
{
gimple stmt = DR_STMT (dr);
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
/* For interleaving, only the alignment of the first access matters. */
if (STMT_VINFO_STRIDED_ACCESS (stmt_info)
&& DR_GROUP_FIRST_DR (stmt_info) != stmt)
continue;
supportable_dr_alignment = vect_supportable_dr_alignment (dr);
if (!supportable_dr_alignment)
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS))
{
if (DR_IS_READ (dr))
fprintf (vect_dump,
"not vectorized: unsupported unaligned load.");
else
fprintf (vect_dump,
"not vectorized: unsupported unaligned store.");
}
return false;
}
if (supportable_dr_alignment != dr_aligned
&& vect_print_dump_info (REPORT_ALIGNMENT))
fprintf (vect_dump, "Vectorizing an unaligned access.");
}
return true;
}
/* Function vector_alignment_reachable_p
Return true if vector alignment for DR is reachable by peeling
a few loop iterations. Return false otherwise. */
static bool
vector_alignment_reachable_p (struct data_reference *dr)
{
gimple stmt = DR_STMT (dr);
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
if (STMT_VINFO_STRIDED_ACCESS (stmt_info))
{
/* For interleaved access we peel only if number of iterations in
the prolog loop ({VF - misalignment}), is a multiple of the
number of the interleaved accesses. */
int elem_size, mis_in_elements;
int nelements = TYPE_VECTOR_SUBPARTS (vectype);
/* FORNOW: handle only known alignment. */
if (!known_alignment_for_access_p (dr))
return false;
elem_size = GET_MODE_SIZE (TYPE_MODE (vectype)) / nelements;
mis_in_elements = DR_MISALIGNMENT (dr) / elem_size;
if ((nelements - mis_in_elements) % DR_GROUP_SIZE (stmt_info))
return false;
}
/* If misalignment is known at the compile time then allow peeling
only if natural alignment is reachable through peeling. */
if (known_alignment_for_access_p (dr) && !aligned_access_p (dr))
{
HOST_WIDE_INT elmsize =
int_cst_value (TYPE_SIZE_UNIT (TREE_TYPE (vectype)));
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "data size =" HOST_WIDE_INT_PRINT_DEC, elmsize);
fprintf (vect_dump, ". misalignment = %d. ", DR_MISALIGNMENT (dr));
}
if (DR_MISALIGNMENT (dr) % elmsize)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "data size does not divide the misalignment.\n");
return false;
}
}
if (!known_alignment_for_access_p (dr))
{
tree type = (TREE_TYPE (DR_REF (dr)));
tree ba = DR_BASE_OBJECT (dr);
bool is_packed = false;
if (ba)
is_packed = contains_packed_reference (ba);
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "Unknown misalignment, is_packed = %d",is_packed);
if (targetm.vectorize.vector_alignment_reachable (type, is_packed))
return true;
else
return false;
}
return true;
}
/* Function vect_enhance_data_refs_alignment
This pass will use loop versioning and loop peeling in order to enhance
the alignment of data references in the loop.
FOR NOW: we assume that whatever versioning/peeling takes place, only the
original loop is to be vectorized; Any other loops that are created by
the transformations performed in this pass - are not supposed to be
vectorized. This restriction will be relaxed.
This pass will require a cost model to guide it whether to apply peeling
or versioning or a combination of the two. For example, the scheme that
intel uses when given a loop with several memory accesses, is as follows:
choose one memory access ('p') which alignment you want to force by doing
peeling. Then, either (1) generate a loop in which 'p' is aligned and all
other accesses are not necessarily aligned, or (2) use loop versioning to
generate one loop in which all accesses are aligned, and another loop in
which only 'p' is necessarily aligned.
("Automatic Intra-Register Vectorization for the Intel Architecture",
Aart J.C. Bik, Milind Girkar, Paul M. Grey and Ximmin Tian, International
Journal of Parallel Programming, Vol. 30, No. 2, April 2002.)
Devising a cost model is the most critical aspect of this work. It will
guide us on which access to peel for, whether to use loop versioning, how
many versions to create, etc. The cost model will probably consist of
generic considerations as well as target specific considerations (on
powerpc for example, misaligned stores are more painful than misaligned
loads).
Here are the general steps involved in alignment enhancements:
-- original loop, before alignment analysis:
for (i=0; i<N; i++){
x = q[i]; # DR_MISALIGNMENT(q) = unknown
p[i] = y; # DR_MISALIGNMENT(p) = unknown
}
-- After vect_compute_data_refs_alignment:
for (i=0; i<N; i++){
x = q[i]; # DR_MISALIGNMENT(q) = 3
p[i] = y; # DR_MISALIGNMENT(p) = unknown
}
-- Possibility 1: we do loop versioning:
if (p is aligned) {
for (i=0; i<N; i++){ # loop 1A
x = q[i]; # DR_MISALIGNMENT(q) = 3
p[i] = y; # DR_MISALIGNMENT(p) = 0
}
}
else {
for (i=0; i<N; i++){ # loop 1B
x = q[i]; # DR_MISALIGNMENT(q) = 3
p[i] = y; # DR_MISALIGNMENT(p) = unaligned
}
}
-- Possibility 2: we do loop peeling:
for (i = 0; i < 3; i++){ # (scalar loop, not to be vectorized).
x = q[i];
p[i] = y;
}
for (i = 3; i < N; i++){ # loop 2A
x = q[i]; # DR_MISALIGNMENT(q) = 0
p[i] = y; # DR_MISALIGNMENT(p) = unknown
}
-- Possibility 3: combination of loop peeling and versioning:
for (i = 0; i < 3; i++){ # (scalar loop, not to be vectorized).
x = q[i];
p[i] = y;
}
if (p is aligned) {
for (i = 3; i<N; i++){ # loop 3A
x = q[i]; # DR_MISALIGNMENT(q) = 0
p[i] = y; # DR_MISALIGNMENT(p) = 0
}
}
else {
for (i = 3; i<N; i++){ # loop 3B
x = q[i]; # DR_MISALIGNMENT(q) = 0
p[i] = y; # DR_MISALIGNMENT(p) = unaligned
}
}
These loops are later passed to loop_transform to be vectorized. The
vectorizer will use the alignment information to guide the transformation
(whether to generate regular loads/stores, or with special handling for
misalignment). */
bool
vect_enhance_data_refs_alignment (loop_vec_info loop_vinfo)
{
VEC (data_reference_p, heap) *datarefs = LOOP_VINFO_DATAREFS (loop_vinfo);
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
enum dr_alignment_support supportable_dr_alignment;
struct data_reference *dr0 = NULL;
struct data_reference *dr;
unsigned int i;
bool do_peeling = false;
bool do_versioning = false;
bool stat;
gimple stmt;
stmt_vec_info stmt_info;
int vect_versioning_for_alias_required;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_enhance_data_refs_alignment ===");
/* While cost model enhancements are expected in the future, the high level
view of the code at this time is as follows:
A) If there is a misaligned write then see if peeling to align this write
can make all data references satisfy vect_supportable_dr_alignment.
If so, update data structures as needed and return true. Note that
at this time vect_supportable_dr_alignment is known to return false
for a misaligned write.
B) If peeling wasn't possible and there is a data reference with an
unknown misalignment that does not satisfy vect_supportable_dr_alignment
then see if loop versioning checks can be used to make all data
references satisfy vect_supportable_dr_alignment. If so, update
data structures as needed and return true.
C) If neither peeling nor versioning were successful then return false if
any data reference does not satisfy vect_supportable_dr_alignment.
D) Return true (all data references satisfy vect_supportable_dr_alignment).
Note, Possibility 3 above (which is peeling and versioning together) is not
being done at this time. */
/* (1) Peeling to force alignment. */
/* (1.1) Decide whether to perform peeling, and how many iterations to peel:
Considerations:
+ How many accesses will become aligned due to the peeling
- How many accesses will become unaligned due to the peeling,
and the cost of misaligned accesses.
- The cost of peeling (the extra runtime checks, the increase
in code size).
The scheme we use FORNOW: peel to force the alignment of the first
misaligned store in the loop.
Rationale: misaligned stores are not yet supported.
TODO: Use a cost model. */
for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
{
stmt = DR_STMT (dr);
stmt_info = vinfo_for_stmt (stmt);
/* For interleaving, only the alignment of the first access
matters. */
if (STMT_VINFO_STRIDED_ACCESS (stmt_info)
&& DR_GROUP_FIRST_DR (stmt_info) != stmt)
continue;
if (!DR_IS_READ (dr) && !aligned_access_p (dr))
{
do_peeling = vector_alignment_reachable_p (dr);
if (do_peeling)
dr0 = dr;
if (!do_peeling && vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "vector alignment may not be reachable");
break;
}
}
vect_versioning_for_alias_required =
(VEC_length (ddr_p, LOOP_VINFO_MAY_ALIAS_DDRS (loop_vinfo)) > 0);
/* Temporarily, if versioning for alias is required, we disable peeling
until we support peeling and versioning. Often peeling for alignment
will require peeling for loop-bound, which in turn requires that we
know how to adjust the loop ivs after the loop. */
if (vect_versioning_for_alias_required
|| !vect_can_advance_ivs_p (loop_vinfo)
|| !slpeel_can_duplicate_loop_p (loop, single_exit (loop)))
do_peeling = false;
if (do_peeling)
{
int mis;
int npeel = 0;
gimple stmt = DR_STMT (dr0);
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
int nelements = TYPE_VECTOR_SUBPARTS (vectype);
if (known_alignment_for_access_p (dr0))
{
/* Since it's known at compile time, compute the number of iterations
in the peeled loop (the peeling factor) for use in updating
DR_MISALIGNMENT values. The peeling factor is the vectorization
factor minus the misalignment as an element count. */
mis = DR_MISALIGNMENT (dr0);
mis /= GET_MODE_SIZE (TYPE_MODE (TREE_TYPE (DR_REF (dr0))));
npeel = nelements - mis;
/* For interleaved data access every iteration accesses all the
members of the group, therefore we divide the number of iterations
by the group size. */
stmt_info = vinfo_for_stmt (DR_STMT (dr0));
if (STMT_VINFO_STRIDED_ACCESS (stmt_info))
npeel /= DR_GROUP_SIZE (stmt_info);
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "Try peeling by %d", npeel);
}
/* Ensure that all data refs can be vectorized after the peel. */
for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
{
int save_misalignment;
if (dr == dr0)
continue;
stmt = DR_STMT (dr);
stmt_info = vinfo_for_stmt (stmt);
/* For interleaving, only the alignment of the first access
matters. */
if (STMT_VINFO_STRIDED_ACCESS (stmt_info)
&& DR_GROUP_FIRST_DR (stmt_info) != stmt)
continue;
save_misalignment = DR_MISALIGNMENT (dr);
vect_update_misalignment_for_peel (dr, dr0, npeel);
supportable_dr_alignment = vect_supportable_dr_alignment (dr);
SET_DR_MISALIGNMENT (dr, save_misalignment);
if (!supportable_dr_alignment)
{
do_peeling = false;
break;
}
}
if (do_peeling)
{
/* (1.2) Update the DR_MISALIGNMENT of each data reference DR_i.
If the misalignment of DR_i is identical to that of dr0 then set
DR_MISALIGNMENT (DR_i) to zero. If the misalignment of DR_i and
dr0 are known at compile time then increment DR_MISALIGNMENT (DR_i)
by the peeling factor times the element size of DR_i (MOD the
vectorization factor times the size). Otherwise, the
misalignment of DR_i must be set to unknown. */
for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
if (dr != dr0)
vect_update_misalignment_for_peel (dr, dr0, npeel);
LOOP_VINFO_UNALIGNED_DR (loop_vinfo) = dr0;
LOOP_PEELING_FOR_ALIGNMENT (loop_vinfo) = DR_MISALIGNMENT (dr0);
SET_DR_MISALIGNMENT (dr0, 0);
if (vect_print_dump_info (REPORT_ALIGNMENT))
fprintf (vect_dump, "Alignment of access forced using peeling.");
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "Peeling for alignment will be applied.");
stat = vect_verify_datarefs_alignment (loop_vinfo, NULL);
gcc_assert (stat);
return stat;
}
}
/* (2) Versioning to force alignment. */
/* Try versioning if:
1) flag_tree_vect_loop_version is TRUE
2) optimize loop for speed
3) there is at least one unsupported misaligned data ref with an unknown
misalignment, and
4) all misaligned data refs with a known misalignment are supported, and
5) the number of runtime alignment checks is within reason. */
do_versioning =
flag_tree_vect_loop_version
&& optimize_loop_nest_for_speed_p (loop)
&& (!loop->inner); /* FORNOW */
if (do_versioning)
{
for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
{
stmt = DR_STMT (dr);
stmt_info = vinfo_for_stmt (stmt);
/* For interleaving, only the alignment of the first access
matters. */
if (aligned_access_p (dr)
|| (STMT_VINFO_STRIDED_ACCESS (stmt_info)
&& DR_GROUP_FIRST_DR (stmt_info) != stmt))
continue;
supportable_dr_alignment = vect_supportable_dr_alignment (dr);
if (!supportable_dr_alignment)
{
gimple stmt;
int mask;
tree vectype;
if (known_alignment_for_access_p (dr)
|| VEC_length (gimple,
LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo))
>= (unsigned) PARAM_VALUE (PARAM_VECT_MAX_VERSION_FOR_ALIGNMENT_CHECKS))
{
do_versioning = false;
break;
}
stmt = DR_STMT (dr);
vectype = STMT_VINFO_VECTYPE (vinfo_for_stmt (stmt));
gcc_assert (vectype);
/* The rightmost bits of an aligned address must be zeros.
Construct the mask needed for this test. For example,
GET_MODE_SIZE for the vector mode V4SI is 16 bytes so the
mask must be 15 = 0xf. */
mask = GET_MODE_SIZE (TYPE_MODE (vectype)) - 1;
/* FORNOW: use the same mask to test all potentially unaligned
references in the loop. The vectorizer currently supports
a single vector size, see the reference to
GET_MODE_NUNITS (TYPE_MODE (vectype)) where the
vectorization factor is computed. */
gcc_assert (!LOOP_VINFO_PTR_MASK (loop_vinfo)
|| LOOP_VINFO_PTR_MASK (loop_vinfo) == mask);
LOOP_VINFO_PTR_MASK (loop_vinfo) = mask;
VEC_safe_push (gimple, heap,
LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo),
DR_STMT (dr));
}
}
/* Versioning requires at least one misaligned data reference. */
if (VEC_length (gimple, LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo)) == 0)
do_versioning = false;
else if (!do_versioning)
VEC_truncate (gimple, LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo), 0);
}
if (do_versioning)
{
VEC(gimple,heap) *may_misalign_stmts
= LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo);
gimple stmt;
/* It can now be assumed that the data references in the statements
in LOOP_VINFO_MAY_MISALIGN_STMTS will be aligned in the version
of the loop being vectorized. */
for (i = 0; VEC_iterate (gimple, may_misalign_stmts, i, stmt); i++)
{
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
dr = STMT_VINFO_DATA_REF (stmt_info);
SET_DR_MISALIGNMENT (dr, 0);
if (vect_print_dump_info (REPORT_ALIGNMENT))
fprintf (vect_dump, "Alignment of access forced using versioning.");
}
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "Versioning for alignment will be applied.");
/* Peeling and versioning can't be done together at this time. */
gcc_assert (! (do_peeling && do_versioning));
stat = vect_verify_datarefs_alignment (loop_vinfo, NULL);
gcc_assert (stat);
return stat;
}
/* This point is reached if neither peeling nor versioning is being done. */
gcc_assert (! (do_peeling || do_versioning));
stat = vect_verify_datarefs_alignment (loop_vinfo, NULL);
return stat;
}
/* Function vect_analyze_data_refs_alignment
Analyze the alignment of the data-references in the loop.
Return FALSE if a data reference is found that cannot be vectorized. */
bool
vect_analyze_data_refs_alignment (loop_vec_info loop_vinfo,
bb_vec_info bb_vinfo)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_analyze_data_refs_alignment ===");
if (!vect_compute_data_refs_alignment (loop_vinfo, bb_vinfo))
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS))
fprintf (vect_dump,
"not vectorized: can't calculate alignment for data ref.");
return false;
}
return true;
}
/* Analyze groups of strided accesses: check that DR belongs to a group of
strided accesses of legal size, step, etc. Detect gaps, single element
interleaving, and other special cases. Set strided access info.
Collect groups of strided stores for further use in SLP analysis. */
static bool
vect_analyze_group_access (struct data_reference *dr)
{
tree step = DR_STEP (dr);
tree scalar_type = TREE_TYPE (DR_REF (dr));
HOST_WIDE_INT type_size = TREE_INT_CST_LOW (TYPE_SIZE_UNIT (scalar_type));
gimple stmt = DR_STMT (dr);
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
bb_vec_info bb_vinfo = STMT_VINFO_BB_VINFO (stmt_info);
HOST_WIDE_INT dr_step = TREE_INT_CST_LOW (step);
HOST_WIDE_INT stride;
bool slp_impossible = false;
/* For interleaving, STRIDE is STEP counted in elements, i.e., the size of the
interleaving group (including gaps). */
stride = dr_step / type_size;
/* Not consecutive access is possible only if it is a part of interleaving. */
if (!DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt)))
{
/* Check if it this DR is a part of interleaving, and is a single
element of the group that is accessed in the loop. */
/* Gaps are supported only for loads. STEP must be a multiple of the type
size. The size of the group must be a power of 2. */
if (DR_IS_READ (dr)
&& (dr_step % type_size) == 0
&& stride > 0
&& exact_log2 (stride) != -1)
{
DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt)) = stmt;
DR_GROUP_SIZE (vinfo_for_stmt (stmt)) = stride;
if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump, "Detected single element interleaving ");
print_generic_expr (vect_dump, DR_REF (dr), TDF_SLIM);
fprintf (vect_dump, " step ");
print_generic_expr (vect_dump, step, TDF_SLIM);
}
return true;
}
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "not consecutive access");
return false;
}
if (DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt)) == stmt)
{
/* First stmt in the interleaving chain. Check the chain. */
gimple next = DR_GROUP_NEXT_DR (vinfo_for_stmt (stmt));
struct data_reference *data_ref = dr;
unsigned int count = 1;
tree next_step;
tree prev_init = DR_INIT (data_ref);
gimple prev = stmt;
HOST_WIDE_INT diff, count_in_bytes, gaps = 0;
while (next)
{
/* Skip same data-refs. In case that two or more stmts share data-ref
(supported only for loads), we vectorize only the first stmt, and
the rest get their vectorized loads from the first one. */
if (!tree_int_cst_compare (DR_INIT (data_ref),
DR_INIT (STMT_VINFO_DATA_REF (
vinfo_for_stmt (next)))))
{
if (!DR_IS_READ (data_ref))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "Two store stmts share the same dr.");
return false;
}
/* Check that there is no load-store dependencies for this loads
to prevent a case of load-store-load to the same location. */
if (DR_GROUP_READ_WRITE_DEPENDENCE (vinfo_for_stmt (next))
|| DR_GROUP_READ_WRITE_DEPENDENCE (vinfo_for_stmt (prev)))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump,
"READ_WRITE dependence in interleaving.");
return false;
}
/* For load use the same data-ref load. */
DR_GROUP_SAME_DR_STMT (vinfo_for_stmt (next)) = prev;
prev = next;
next = DR_GROUP_NEXT_DR (vinfo_for_stmt (next));
continue;
}
prev = next;
/* Check that all the accesses have the same STEP. */
next_step = DR_STEP (STMT_VINFO_DATA_REF (vinfo_for_stmt (next)));
if (tree_int_cst_compare (step, next_step))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "not consecutive access in interleaving");
return false;
}
data_ref = STMT_VINFO_DATA_REF (vinfo_for_stmt (next));
/* Check that the distance between two accesses is equal to the type
size. Otherwise, we have gaps. */
diff = (TREE_INT_CST_LOW (DR_INIT (data_ref))
- TREE_INT_CST_LOW (prev_init)) / type_size;
if (diff != 1)
{
/* FORNOW: SLP of accesses with gaps is not supported. */
slp_impossible = true;
if (!DR_IS_READ (data_ref))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "interleaved store with gaps");
return false;
}
gaps += diff - 1;
}
/* Store the gap from the previous member of the group. If there is no
gap in the access, DR_GROUP_GAP is always 1. */
DR_GROUP_GAP (vinfo_for_stmt (next)) = diff;
prev_init = DR_INIT (data_ref);
next = DR_GROUP_NEXT_DR (vinfo_for_stmt (next));
/* Count the number of data-refs in the chain. */
count++;
}
/* COUNT is the number of accesses found, we multiply it by the size of
the type to get COUNT_IN_BYTES. */
count_in_bytes = type_size * count;
/* Check that the size of the interleaving (including gaps) is not
greater than STEP. */
if (dr_step && dr_step < count_in_bytes + gaps * type_size)
{
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "interleaving size is greater than step for ");
print_generic_expr (vect_dump, DR_REF (dr), TDF_SLIM);
}
return false;
}
/* Check that the size of the interleaving is equal to STEP for stores,
i.e., that there are no gaps. */
if (dr_step && dr_step != count_in_bytes)
{
if (DR_IS_READ (dr))
{
slp_impossible = true;
/* There is a gap after the last load in the group. This gap is a
difference between the stride and the number of elements. When
there is no gap, this difference should be 0. */
DR_GROUP_GAP (vinfo_for_stmt (stmt)) = stride - count;
}
else
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "interleaved store with gaps");
return false;
}
}
/* Check that STEP is a multiple of type size. */
if (dr_step && (dr_step % type_size) != 0)
{
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "step is not a multiple of type size: step ");
print_generic_expr (vect_dump, step, TDF_SLIM);
fprintf (vect_dump, " size ");
print_generic_expr (vect_dump, TYPE_SIZE_UNIT (scalar_type),
TDF_SLIM);
}
return false;
}
/* FORNOW: we handle only interleaving that is a power of 2.
We don't fail here if it may be still possible to vectorize the
group using SLP. If not, the size of the group will be checked in
vect_analyze_operations, and the vectorization will fail. */
if (exact_log2 (stride) == -1)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "interleaving is not a power of 2");
if (slp_impossible)
return false;
}
if (stride == 0)
stride = count;
DR_GROUP_SIZE (vinfo_for_stmt (stmt)) = stride;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "Detected interleaving of size %d", (int)stride);
/* SLP: create an SLP data structure for every interleaving group of
stores for further analysis in vect_analyse_slp. */
if (!DR_IS_READ (dr) && !slp_impossible)
{
if (loop_vinfo)
VEC_safe_push (gimple, heap, LOOP_VINFO_STRIDED_STORES (loop_vinfo),
stmt);
if (bb_vinfo)
VEC_safe_push (gimple, heap, BB_VINFO_STRIDED_STORES (bb_vinfo),
stmt);
}
}
return true;
}
/* Analyze the access pattern of the data-reference DR.
In case of non-consecutive accesses call vect_analyze_group_access() to
analyze groups of strided accesses. */
static bool
vect_analyze_data_ref_access (struct data_reference *dr)
{
tree step = DR_STEP (dr);
tree scalar_type = TREE_TYPE (DR_REF (dr));
gimple stmt = DR_STMT (dr);
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
struct loop *loop = NULL;
HOST_WIDE_INT dr_step = TREE_INT_CST_LOW (step);
if (loop_vinfo)
loop = LOOP_VINFO_LOOP (loop_vinfo);
if (loop_vinfo && !step)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "bad data-ref access in loop");
return false;
}
/* Don't allow invariant accesses in loops. */
if (loop_vinfo && dr_step == 0)
return false;
if (loop && nested_in_vect_loop_p (loop, stmt))
{
/* Interleaved accesses are not yet supported within outer-loop
vectorization for references in the inner-loop. */
DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt)) = NULL;
/* For the rest of the analysis we use the outer-loop step. */
step = STMT_VINFO_DR_STEP (stmt_info);
dr_step = TREE_INT_CST_LOW (step);
if (dr_step == 0)
{
if (vect_print_dump_info (REPORT_ALIGNMENT))
fprintf (vect_dump, "zero step in outer loop.");
if (DR_IS_READ (dr))
return true;
else
return false;
}
}
/* Consecutive? */
if (!tree_int_cst_compare (step, TYPE_SIZE_UNIT (scalar_type)))
{
/* Mark that it is not interleaving. */
DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt)) = NULL;
return true;
}
if (loop && nested_in_vect_loop_p (loop, stmt))
{
if (vect_print_dump_info (REPORT_ALIGNMENT))
fprintf (vect_dump, "strided access in outer loop.");
return false;
}
/* Not consecutive access - check if it's a part of interleaving group. */
return vect_analyze_group_access (dr);
}
/* Function vect_analyze_data_ref_accesses.
Analyze the access pattern of all the data references in the loop.
FORNOW: the only access pattern that is considered vectorizable is a
simple step 1 (consecutive) access.
FORNOW: handle only arrays and pointer accesses. */
bool
vect_analyze_data_ref_accesses (loop_vec_info loop_vinfo, bb_vec_info bb_vinfo)
{
unsigned int i;
VEC (data_reference_p, heap) *datarefs;
struct data_reference *dr;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_analyze_data_ref_accesses ===");
if (loop_vinfo)
datarefs = LOOP_VINFO_DATAREFS (loop_vinfo);
else
datarefs = BB_VINFO_DATAREFS (bb_vinfo);
for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
if (!vect_analyze_data_ref_access (dr))
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS))
fprintf (vect_dump, "not vectorized: complicated access pattern.");
return false;
}
return true;
}
/* Function vect_prune_runtime_alias_test_list.
Prune a list of ddrs to be tested at run-time by versioning for alias.
Return FALSE if resulting list of ddrs is longer then allowed by
PARAM_VECT_MAX_VERSION_FOR_ALIAS_CHECKS, otherwise return TRUE. */
bool
vect_prune_runtime_alias_test_list (loop_vec_info loop_vinfo)
{
VEC (ddr_p, heap) * ddrs =
LOOP_VINFO_MAY_ALIAS_DDRS (loop_vinfo);
unsigned i, j;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_prune_runtime_alias_test_list ===");
for (i = 0; i < VEC_length (ddr_p, ddrs); )
{
bool found;
ddr_p ddr_i;
ddr_i = VEC_index (ddr_p, ddrs, i);
found = false;
for (j = 0; j < i; j++)
{
ddr_p ddr_j = VEC_index (ddr_p, ddrs, j);
if (vect_vfa_range_equal (ddr_i, ddr_j))
{
if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump, "found equal ranges ");
print_generic_expr (vect_dump, DR_REF (DDR_A (ddr_i)), TDF_SLIM);
fprintf (vect_dump, ", ");
print_generic_expr (vect_dump, DR_REF (DDR_B (ddr_i)), TDF_SLIM);
fprintf (vect_dump, " and ");
print_generic_expr (vect_dump, DR_REF (DDR_A (ddr_j)), TDF_SLIM);
fprintf (vect_dump, ", ");
print_generic_expr (vect_dump, DR_REF (DDR_B (ddr_j)), TDF_SLIM);
}
found = true;
break;
}
}
if (found)
{
VEC_ordered_remove (ddr_p, ddrs, i);
continue;
}
i++;
}
if (VEC_length (ddr_p, ddrs) >
(unsigned) PARAM_VALUE (PARAM_VECT_MAX_VERSION_FOR_ALIAS_CHECKS))
{
if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump,
"disable versioning for alias - max number of generated "
"checks exceeded.");
}
VEC_truncate (ddr_p, LOOP_VINFO_MAY_ALIAS_DDRS (loop_vinfo), 0);
return false;
}
return true;
}
/* Function vect_analyze_data_refs.
Find all the data references in the loop or basic block.
The general structure of the analysis of data refs in the vectorizer is as
follows:
1- vect_analyze_data_refs(loop/bb): call
compute_data_dependences_for_loop/bb to find and analyze all data-refs
in the loop/bb and their dependences.
2- vect_analyze_dependences(): apply dependence testing using ddrs.
3- vect_analyze_drs_alignment(): check that ref_stmt.alignment is ok.
4- vect_analyze_drs_access(): check that ref_stmt.step is ok.
*/
bool
vect_analyze_data_refs (loop_vec_info loop_vinfo, bb_vec_info bb_vinfo)
{
struct loop *loop = NULL;
basic_block bb = NULL;
unsigned int i;
VEC (data_reference_p, heap) *datarefs;
struct data_reference *dr;
tree scalar_type;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_analyze_data_refs ===\n");
if (loop_vinfo)
{
loop = LOOP_VINFO_LOOP (loop_vinfo);
compute_data_dependences_for_loop (loop, true,
&LOOP_VINFO_DATAREFS (loop_vinfo),
&LOOP_VINFO_DDRS (loop_vinfo));
datarefs = LOOP_VINFO_DATAREFS (loop_vinfo);
}
else
{
bb = BB_VINFO_BB (bb_vinfo);
compute_data_dependences_for_bb (bb, true,
&BB_VINFO_DATAREFS (bb_vinfo),
&BB_VINFO_DDRS (bb_vinfo));
datarefs = BB_VINFO_DATAREFS (bb_vinfo);
}
/* Go through the data-refs, check that the analysis succeeded. Update pointer
from stmt_vec_info struct to DR and vectype. */
for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
{
gimple stmt;
stmt_vec_info stmt_info;
basic_block bb;
tree base, offset, init;
if (!dr || !DR_REF (dr))
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS))
fprintf (vect_dump, "not vectorized: unhandled data-ref ");
return false;
}
stmt = DR_STMT (dr);
stmt_info = vinfo_for_stmt (stmt);
/* Check that analysis of the data-ref succeeded. */
if (!DR_BASE_ADDRESS (dr) || !DR_OFFSET (dr) || !DR_INIT (dr)
|| !DR_STEP (dr))
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS))
{
fprintf (vect_dump, "not vectorized: data ref analysis failed ");
print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
}
return false;
}
if (TREE_CODE (DR_BASE_ADDRESS (dr)) == INTEGER_CST)
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS))
fprintf (vect_dump, "not vectorized: base addr of dr is a "
"constant");
return false;
}
base = unshare_expr (DR_BASE_ADDRESS (dr));
offset = unshare_expr (DR_OFFSET (dr));
init = unshare_expr (DR_INIT (dr));
/* Update DR field in stmt_vec_info struct. */
bb = gimple_bb (stmt);
/* If the dataref is in an inner-loop of the loop that is considered for
for vectorization, we also want to analyze the access relative to
the outer-loop (DR contains information only relative to the
inner-most enclosing loop). We do that by building a reference to the
first location accessed by the inner-loop, and analyze it relative to
the outer-loop. */
if (loop && nested_in_vect_loop_p (loop, stmt))
{
tree outer_step, outer_base, outer_init;
HOST_WIDE_INT pbitsize, pbitpos;
tree poffset;
enum machine_mode pmode;
int punsignedp, pvolatilep;
affine_iv base_iv, offset_iv;
tree dinit;
/* Build a reference to the first location accessed by the
inner-loop: *(BASE+INIT). (The first location is actually
BASE+INIT+OFFSET, but we add OFFSET separately later). */
tree inner_base = build_fold_indirect_ref
(fold_build2 (POINTER_PLUS_EXPR,
TREE_TYPE (base), base,
fold_convert (sizetype, init)));
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "analyze in outer-loop: ");
print_generic_expr (vect_dump, inner_base, TDF_SLIM);
}
outer_base = get_inner_reference (inner_base, &pbitsize, &pbitpos,
&poffset, &pmode, &punsignedp, &pvolatilep, false);
gcc_assert (outer_base != NULL_TREE);
if (pbitpos % BITS_PER_UNIT != 0)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "failed: bit offset alignment.\n");
return false;
}
outer_base = build_fold_addr_expr (outer_base);
if (!simple_iv (loop, loop_containing_stmt (stmt), outer_base,
&base_iv, false))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "failed: evolution of base is not affine.\n");
return false;
}
if (offset)
{
if (poffset)
poffset = fold_build2 (PLUS_EXPR, TREE_TYPE (offset), offset,
poffset);
else
poffset = offset;
}
if (!poffset)
{
offset_iv.base = ssize_int (0);
offset_iv.step = ssize_int (0);
}
else if (!simple_iv (loop, loop_containing_stmt (stmt), poffset,
&offset_iv, false))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "evolution of offset is not affine.\n");
return false;
}
outer_init = ssize_int (pbitpos / BITS_PER_UNIT);
split_constant_offset (base_iv.base, &base_iv.base, &dinit);
outer_init = size_binop (PLUS_EXPR, outer_init, dinit);
split_constant_offset (offset_iv.base, &offset_iv.base, &dinit);
outer_init = size_binop (PLUS_EXPR, outer_init, dinit);
outer_step = size_binop (PLUS_EXPR,
fold_convert (ssizetype, base_iv.step),
fold_convert (ssizetype, offset_iv.step));
STMT_VINFO_DR_STEP (stmt_info) = outer_step;
/* FIXME: Use canonicalize_base_object_address (base_iv.base); */
STMT_VINFO_DR_BASE_ADDRESS (stmt_info) = base_iv.base;
STMT_VINFO_DR_INIT (stmt_info) = outer_init;
STMT_VINFO_DR_OFFSET (stmt_info) =
fold_convert (ssizetype, offset_iv.base);
STMT_VINFO_DR_ALIGNED_TO (stmt_info) =
size_int (highest_pow2_factor (offset_iv.base));
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "\touter base_address: ");
print_generic_expr (vect_dump, STMT_VINFO_DR_BASE_ADDRESS (stmt_info), TDF_SLIM);
fprintf (vect_dump, "\n\touter offset from base address: ");
print_generic_expr (vect_dump, STMT_VINFO_DR_OFFSET (stmt_info), TDF_SLIM);
fprintf (vect_dump, "\n\touter constant offset from base address: ");
print_generic_expr (vect_dump, STMT_VINFO_DR_INIT (stmt_info), TDF_SLIM);
fprintf (vect_dump, "\n\touter step: ");
print_generic_expr (vect_dump, STMT_VINFO_DR_STEP (stmt_info), TDF_SLIM);
fprintf (vect_dump, "\n\touter aligned to: ");
print_generic_expr (vect_dump, STMT_VINFO_DR_ALIGNED_TO (stmt_info), TDF_SLIM);
}
}
if (STMT_VINFO_DATA_REF (stmt_info))
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS))
{
fprintf (vect_dump,
"not vectorized: more than one data ref in stmt: ");
print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
}
return false;
}
STMT_VINFO_DATA_REF (stmt_info) = dr;
/* Set vectype for STMT. */
scalar_type = TREE_TYPE (DR_REF (dr));
STMT_VINFO_VECTYPE (stmt_info) =
get_vectype_for_scalar_type (scalar_type);
if (!STMT_VINFO_VECTYPE (stmt_info))
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOCATIONS))
{
fprintf (vect_dump,
"not vectorized: no vectype for stmt: ");
print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
fprintf (vect_dump, " scalar_type: ");
print_generic_expr (vect_dump, scalar_type, TDF_DETAILS);
}
return false;
}
}
return true;
}
/* Function vect_get_new_vect_var.
Returns a name for a new variable. The current naming scheme appends the
prefix "vect_" or "vect_p" (depending on the value of VAR_KIND) to
the name of vectorizer generated variables, and appends that to NAME if
provided. */
tree
vect_get_new_vect_var (tree type, enum vect_var_kind var_kind, const char *name)
{
const char *prefix;
tree new_vect_var;
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)
{
char* tmp = concat (prefix, name, NULL);
new_vect_var = create_tmp_var (type, tmp);
free (tmp);
}
else
new_vect_var = create_tmp_var (type, prefix);
/* Mark vector typed variable as a gimple register variable. */
if (TREE_CODE (type) == VECTOR_TYPE)
DECL_GIMPLE_REG_P (new_vect_var) = true;
return new_vect_var;
}
/* Function vect_create_addr_base_for_vector_ref.
Create an expression that computes the address of the first memory location
that will be accessed for a data reference.
Input:
STMT: The statement containing the data reference.
NEW_STMT_LIST: Must be initialized to NULL_TREE or a statement list.
OFFSET: Optional. If supplied, it is be added to the initial address.
LOOP: Specify relative to which loop-nest should the address be computed.
For example, when the dataref is in an inner-loop nested in an
outer-loop that is now being vectorized, LOOP can be either the
outer-loop, or the inner-loop. The first memory location accessed
by the following dataref ('in' points to short):
for (i=0; i<N; i++)
for (j=0; j<M; j++)
s += in[i+j]
is as follows:
if LOOP=i_loop: &in (relative to i_loop)
if LOOP=j_loop: &in+i*2B (relative to j_loop)
Output:
1. Return an SSA_NAME whose value is the address of the memory location of
the first vector of the data reference.
2. If new_stmt_list is not NULL_TREE after return then the caller must insert
these statement(s) which define the returned SSA_NAME.
FORNOW: We are only handling array accesses with step 1. */
tree
vect_create_addr_base_for_vector_ref (gimple stmt,
gimple_seq *new_stmt_list,
tree offset,
struct loop *loop)
{
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 (DR_BASE_ADDRESS (dr));
tree base_name;
tree data_ref_base_var;
tree vec_stmt;
tree addr_base, addr_expr;
tree dest;
gimple_seq seq = NULL;
tree base_offset = unshare_expr (DR_OFFSET (dr));
tree init = unshare_expr (DR_INIT (dr));
tree vect_ptr_type;
tree step = TYPE_SIZE_UNIT (TREE_TYPE (DR_REF (dr)));
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
if (loop_vinfo && loop && loop != (gimple_bb (stmt))->loop_father)
{
struct loop *outer_loop = LOOP_VINFO_LOOP (loop_vinfo);
gcc_assert (nested_in_vect_loop_p (outer_loop, stmt));
data_ref_base = unshare_expr (STMT_VINFO_DR_BASE_ADDRESS (stmt_info));
base_offset = unshare_expr (STMT_VINFO_DR_OFFSET (stmt_info));
init = unshare_expr (STMT_VINFO_DR_INIT (stmt_info));
}
if (loop_vinfo)
base_name = build_fold_indirect_ref (data_ref_base);
else
{
base_offset = ssize_int (0);
init = ssize_int (0);
base_name = build_fold_indirect_ref (unshare_expr (DR_REF (dr)));
}
data_ref_base_var = create_tmp_var (TREE_TYPE (data_ref_base), "batmp");
add_referenced_var (data_ref_base_var);
data_ref_base = force_gimple_operand (data_ref_base, &seq, true,
data_ref_base_var);
gimple_seq_add_seq (new_stmt_list, seq);
/* Create base_offset */
base_offset = size_binop (PLUS_EXPR,
fold_convert (sizetype, base_offset),
fold_convert (sizetype, init));
dest = create_tmp_var (sizetype, "base_off");
add_referenced_var (dest);
base_offset = force_gimple_operand (base_offset, &seq, true, dest);
gimple_seq_add_seq (new_stmt_list, seq);
if (offset)
{
tree tmp = create_tmp_var (sizetype, "offset");
add_referenced_var (tmp);
offset = fold_build2 (MULT_EXPR, sizetype,
fold_convert (sizetype, offset), step);
base_offset = fold_build2 (PLUS_EXPR, sizetype,
base_offset, offset);
base_offset = force_gimple_operand (base_offset, &seq, false, tmp);
gimple_seq_add_seq (new_stmt_list, seq);
}
/* base + base_offset */
if (loop_vinfo)
addr_base = fold_build2 (POINTER_PLUS_EXPR, TREE_TYPE (data_ref_base),
data_ref_base, base_offset);
else
{
if (TREE_CODE (DR_REF (dr)) == INDIRECT_REF)
addr_base = unshare_expr (TREE_OPERAND (DR_REF (dr), 0));
else
addr_base = build1 (ADDR_EXPR,
build_pointer_type (TREE_TYPE (DR_REF (dr))),
unshare_expr (DR_REF (dr)));
}
vect_ptr_type = build_pointer_type (STMT_VINFO_VECTYPE (stmt_info));
vec_stmt = fold_convert (vect_ptr_type, addr_base);
addr_expr = vect_get_new_vect_var (vect_ptr_type, vect_pointer_var,
get_name (base_name));
add_referenced_var (addr_expr);
vec_stmt = force_gimple_operand (vec_stmt, &seq, false, addr_expr);
gimple_seq_add_seq (new_stmt_list, seq);
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "created ");
print_generic_expr (vect_dump, vec_stmt, TDF_SLIM);
}
return vec_stmt;
}
/* Function vect_create_data_ref_ptr.
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
GIMPLE_ASSIGN <name, data-ref> or
GIMPLE_ASSIGN <data-ref, name>.
2. AT_LOOP: the loop where the vector memref is to be created.
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
data reference (initial addressed accessed by the data reference).
For example, for vector of type V8HI, the following code is generated:
v8hi *vp;
vp = (v8hi *)initial_address;
if OFFSET is not supplied:
initial_address = &a[init];
if OFFSET is supplied:
initial_address = &a[init + OFFSET];
Return the initial_address in INITIAL_ADDRESS.
2. If ONLY_INIT is true, just return the initial pointer. Otherwise, also
update the pointer in each iteration of the loop.
Return the increment stmt that updates the pointer in PTR_INCR.
3. Set INV_P to true if the access pattern of the data reference in the
vectorized loop is invariant. Set it to false otherwise.
4. Return the pointer. */
tree
vect_create_data_ref_ptr (gimple stmt, struct loop *at_loop,
tree offset, tree *initial_address, gimple *ptr_incr,
bool only_init, bool *inv_p)
{
tree base_name;
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
struct loop *loop = NULL;
bool nested_in_vect_loop = false;
struct loop *containing_loop = NULL;
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
tree vect_ptr_type;
tree vect_ptr;
tree new_temp;
gimple vec_stmt;
gimple_seq new_stmt_list = NULL;
edge pe = NULL;
basic_block new_bb;
tree vect_ptr_init;
struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info);
tree vptr;
gimple_stmt_iterator incr_gsi;
bool insert_after;
tree indx_before_incr, indx_after_incr;
gimple incr;
tree step;
bb_vec_info bb_vinfo = STMT_VINFO_BB_VINFO (stmt_info);
gimple_stmt_iterator gsi = gsi_for_stmt (stmt);
if (loop_vinfo)
{
loop = LOOP_VINFO_LOOP (loop_vinfo);
nested_in_vect_loop = nested_in_vect_loop_p (loop, stmt);
containing_loop = (gimple_bb (stmt))->loop_father;
pe = loop_preheader_edge (loop);
}
else
{
gcc_assert (bb_vinfo);
only_init = true;
*ptr_incr = NULL;
}
/* Check the step (evolution) of the load in LOOP, and record
whether it's invariant. */
if (nested_in_vect_loop)
step = STMT_VINFO_DR_STEP (stmt_info);
else
step = DR_STEP (STMT_VINFO_DATA_REF (stmt_info));
if (tree_int_cst_compare (step, size_zero_node) == 0)
*inv_p = true;
else
*inv_p = false;
/* Create an expression for the first address accessed by this load
in LOOP. */
base_name = build_fold_indirect_ref (unshare_expr (DR_BASE_ADDRESS (dr)));
if (vect_print_dump_info (REPORT_DETAILS))
{
tree data_ref_base = base_name;
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: ");
else if (TREE_CODE (data_ref_base) == ARRAY_REF)
fprintf (vect_dump, " vectorizing a multidimensional array ref: ");
else if (TREE_CODE (data_ref_base) == COMPONENT_REF)
fprintf (vect_dump, " vectorizing a record based array ref: ");
else if (TREE_CODE (data_ref_base) == SSA_NAME)
fprintf (vect_dump, " vectorizing a pointer ref: ");
print_generic_expr (vect_dump, base_name, TDF_SLIM);
}
/** (1) Create the new vector-pointer variable: **/
vect_ptr_type = build_pointer_type (vectype);
vect_ptr = vect_get_new_vect_var (vect_ptr_type, vect_pointer_var,
get_name (base_name));
/* If any of the data-references in the stmt group does not conflict
with the created vector data-reference use a ref-all pointer instead. */
if (STMT_VINFO_DR_GROUP_SIZE (stmt_info) > 1)
{
gimple orig_stmt = STMT_VINFO_DR_GROUP_FIRST_DR (stmt_info);
do
{
tree lhs = gimple_assign_lhs (orig_stmt);
if (!alias_sets_conflict_p (get_deref_alias_set (vect_ptr),
get_alias_set (lhs)))
{
vect_ptr_type = build_pointer_type_for_mode (vectype,
ptr_mode, true);
vect_ptr = vect_get_new_vect_var (vect_ptr_type, vect_pointer_var,
get_name (base_name));
break;
}
orig_stmt = STMT_VINFO_DR_GROUP_NEXT_DR (vinfo_for_stmt (orig_stmt));
}
while (orig_stmt);
}
add_referenced_var (vect_ptr);
/** Note: If the dataref is in an inner-loop nested in LOOP, and we are
vectorizing LOOP (i.e. outer-loop vectorization), we need to create two
def-use update cycles for the pointer: One relative to the outer-loop
(LOOP), which is what steps (3) and (4) below do. The other is relative
to the inner-loop (which is the inner-most loop containing the dataref),
and this is done be step (5) below.
When vectorizing inner-most loops, the vectorized loop (LOOP) is also the
inner-most loop, and so steps (3),(4) work the same, and step (5) is
redundant. Steps (3),(4) create the following:
vp0 = &base_addr;
LOOP: vp1 = phi(vp0,vp2)
...
...
vp2 = vp1 + step
goto LOOP
If there is an inner-loop nested in loop, then step (5) will also be
applied, and an additional update in the inner-loop will be created:
vp0 = &base_addr;
LOOP: vp1 = phi(vp0,vp2)
...
inner: vp3 = phi(vp1,vp4)
vp4 = vp3 + inner_step
if () goto inner
...
vp2 = vp1 + step
if () goto LOOP */
/** (3) Calculate the initial address the vector-pointer, and set
the vector-pointer to point to it before the loop: **/
/* Create: (&(base[init_val+offset]) in the loop preheader. */
new_temp = vect_create_addr_base_for_vector_ref (stmt, &new_stmt_list,
offset, loop);
if (new_stmt_list)
{
if (pe)
{
new_bb = gsi_insert_seq_on_edge_immediate (pe, new_stmt_list);
gcc_assert (!new_bb);
}
else
gsi_insert_seq_before (&gsi, new_stmt_list, GSI_SAME_STMT);
}
*initial_address = new_temp;
/* Create: p = (vectype *) initial_base */
vec_stmt = gimple_build_assign (vect_ptr,
fold_convert (vect_ptr_type, new_temp));
vect_ptr_init = make_ssa_name (vect_ptr, vec_stmt);
gimple_assign_set_lhs (vec_stmt, vect_ptr_init);
if (pe)
{
new_bb = gsi_insert_on_edge_immediate (pe, vec_stmt);
gcc_assert (!new_bb);
}
else
gsi_insert_before (&gsi, vec_stmt, GSI_SAME_STMT);
/** (4) Handle the updating of the vector-pointer inside the loop.
This is needed when ONLY_INIT is false, and also when AT_LOOP
is the inner-loop nested in LOOP (during outer-loop vectorization).
**/
/* No update in loop is required. */
if (only_init && (!loop_vinfo || at_loop == loop))
{
/* 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));
vptr = vect_ptr_init;
}
else
{
/* The step of the vector pointer is the Vector Size. */
tree step = TYPE_SIZE_UNIT (vectype);
/* One exception to the above is when the scalar step of the load in
LOOP is zero. In this case the step here is also zero. */
if (*inv_p)
step = size_zero_node;
standard_iv_increment_position (loop, &incr_gsi, &insert_after);
create_iv (vect_ptr_init,
fold_convert (vect_ptr_type, step),
vect_ptr, loop, &incr_gsi, insert_after,
&indx_before_incr, &indx_after_incr);
incr = gsi_stmt (incr_gsi);
set_vinfo_for_stmt (incr, new_stmt_vec_info (incr, loop_vinfo, NULL));
/* 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));
}
if (ptr_incr)
*ptr_incr = incr;
vptr = indx_before_incr;
}
if (!nested_in_vect_loop || only_init)
return vptr;
/** (5) Handle the updating of the vector-pointer inside the inner-loop
nested in LOOP, if exists: **/
gcc_assert (nested_in_vect_loop);
if (!only_init)
{
standard_iv_increment_position (containing_loop, &incr_gsi,
&insert_after);
create_iv (vptr, fold_convert (vect_ptr_type, DR_STEP (dr)), vect_ptr,
containing_loop, &incr_gsi, insert_after, &indx_before_incr,
&indx_after_incr);
incr = gsi_stmt (incr_gsi);
set_vinfo_for_stmt (incr, new_stmt_vec_info (incr, loop_vinfo, NULL));
/* 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));
}
if (ptr_incr)
*ptr_incr = incr;
return indx_before_incr;
}
else
gcc_unreachable ();
}
/* Function bump_vector_ptr
Increment a pointer (to a vector type) by vector-size. If requested,
i.e. if PTR-INCR is given, then also connect the new increment stmt
to the existing def-use update-chain of the pointer, by modifying
the PTR_INCR as illustrated below:
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 + BUMP
....
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 - optional. The stmt that updates the pointer in each iteration of
the loop. The increment amount across iterations is 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.
BUMP - optional. The offset by which to bump the pointer. If not given,
the offset is assumed to be vector_size.
Output: Return NEW_DATAREF_PTR as illustrated above.
*/
tree
bump_vector_ptr (tree dataref_ptr, gimple ptr_incr, gimple_stmt_iterator *gsi,
gimple stmt, tree bump)
{
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 ptr_var = SSA_NAME_VAR (dataref_ptr);
tree update = TYPE_SIZE_UNIT (vectype);
gimple incr_stmt;
ssa_op_iter iter;
use_operand_p use_p;
tree new_dataref_ptr;
if (bump)
update = bump;
incr_stmt = gimple_build_assign_with_ops (POINTER_PLUS_EXPR, ptr_var,
dataref_ptr, update);
new_dataref_ptr = make_ssa_name (ptr_var, incr_stmt);
gimple_assign_set_lhs (incr_stmt, new_dataref_ptr);
vect_finish_stmt_generation (stmt, incr_stmt, gsi);
/* 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));
if (!ptr_incr)
return new_dataref_ptr;
/* 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);
}
return new_dataref_ptr;
}
/* Function vect_create_destination_var.
Create a new temporary of type VECTYPE. */
tree
vect_create_destination_var (tree scalar_dest, tree vectype)
{
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 (type, kind, new_name);
add_referenced_var (vec_dest);
return vec_dest;
}
/* Function vect_strided_store_supported.
Returns TRUE is INTERLEAVE_HIGH and INTERLEAVE_LOW operations are supported,
and FALSE otherwise. */
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, optab_default);
interleave_low_optab = optab_for_tree_code (VEC_INTERLEAVE_LOW_EXPR,
vectype, optab_default);
if (!interleave_high_optab || !interleave_low_optab)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "no optab for interleave.");
return false;
}
if (optab_handler (interleave_high_optab, mode)->insn_code
== CODE_FOR_nothing
|| optab_handler (interleave_low_optab, 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. */
bool
vect_permute_store_chain (VEC(tree,heap) *dr_chain,
unsigned int length,
gimple stmt,
gimple_stmt_iterator *gsi,
VEC(tree,heap) **result_chain)
{
tree perm_dest, vect1, vect2, high, low;
gimple perm_stmt;
tree vectype = STMT_VINFO_VECTYPE (vinfo_for_stmt (stmt));
tree scalar_dest;
int i;
unsigned int j;
enum tree_code high_code, low_code;
scalar_dest = gimple_assign_lhs (stmt);
/* 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)
{
high_code = VEC_INTERLEAVE_HIGH_EXPR;
low_code = VEC_INTERLEAVE_LOW_EXPR;
}
else
{
low_code = VEC_INTERLEAVE_HIGH_EXPR;
high_code = VEC_INTERLEAVE_LOW_EXPR;
}
perm_stmt = gimple_build_assign_with_ops (high_code, perm_dest,
vect1, vect2);
high = make_ssa_name (perm_dest, perm_stmt);
gimple_assign_set_lhs (perm_stmt, high);
vect_finish_stmt_generation (stmt, perm_stmt, gsi);
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);
perm_stmt = gimple_build_assign_with_ops (low_code, perm_dest,
vect1, vect2);
low = make_ssa_name (perm_dest, perm_stmt);
gimple_assign_set_lhs (perm_stmt, low);
vect_finish_stmt_generation (stmt, perm_stmt, gsi);
VEC_replace (tree, *result_chain, 2*j+1, low);
}
dr_chain = VEC_copy (tree, heap, *result_chain);
}
return true;
}
/* Function vect_setup_realignment
This function is called when vectorizing an unaligned load using
the dr_explicit_realign[_optimized] scheme.
This function generates the following code at the loop prolog:
p = initial_addr;
x msq_init = *(floor(p)); # prolog load
realignment_token = call target_builtin;
loop:
x msq = phi (msq_init, ---)
The stmts marked with x are generated only for the case of
dr_explicit_realign_optimized.
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).
For the case of dr_explicit_realign_optimized:
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);
For the case of dr_explicit_realign:
loop:
msq = *(floor(p)); # load in loop
p' = p + (VS-1);
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.
ALIGNMENT_SUPPORT_SCHEME - which of the two misalignment handling schemes
is used.
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. */
tree
vect_setup_realignment (gimple stmt, gimple_stmt_iterator *gsi,
tree *realignment_token,
enum dr_alignment_support alignment_support_scheme,
tree init_addr,
struct loop **at_loop)
{
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;
tree scalar_dest = gimple_assign_lhs (stmt);
tree vec_dest;
gimple inc;
tree ptr;
tree data_ref;
gimple new_stmt;
basic_block new_bb;
tree msq_init = NULL_TREE;
tree new_temp;
gimple phi_stmt;
tree msq = NULL_TREE;
gimple_seq stmts = NULL;
bool inv_p;
bool compute_in_loop = false;
bool nested_in_vect_loop = nested_in_vect_loop_p (loop, stmt);
struct loop *containing_loop = (gimple_bb (stmt))->loop_father;
struct loop *loop_for_initial_load;
gcc_assert (alignment_support_scheme == dr_explicit_realign
|| alignment_support_scheme == dr_explicit_realign_optimized);
/* We need to generate three things:
1. the misalignment computation
2. the extra vector load (for the optimized realignment scheme).
3. the phi node for the two vectors from which the realignment is
done (for the optimized realignment scheme).
*/
/* 1. Determine where to generate the misalignment computation.
If INIT_ADDR is NULL_TREE, this indicates that the misalignment
calculation will be generated by this function, outside the loop (in the
preheader). Otherwise, INIT_ADDR had already been computed for us by the
caller, inside the loop.
Background: If the misalignment remains fixed throughout the iterations of
the loop, then both realignment schemes are applicable, and also the
misalignment computation can be done outside LOOP. This is because we are
vectorizing LOOP, and so the memory accesses in LOOP advance in steps that
are a multiple of VS (the Vector Size), and therefore the misalignment in
different vectorized LOOP iterations is always the same.
The problem arises only if the memory access is in an inner-loop nested
inside LOOP, which is now being vectorized using outer-loop vectorization.
This is the only case when the misalignment of the memory access may not
remain fixed throughout the iterations of the inner-loop (as explained in
detail in vect_supportable_dr_alignment). In this case, not only is the
optimized realignment scheme not applicable, but also the misalignment
computation (and generation of the realignment token that is passed to
REALIGN_LOAD) have to be done inside the loop.
In short, INIT_ADDR indicates whether we are in a COMPUTE_IN_LOOP mode
or not, which in turn determines if the misalignment is computed inside
the inner-loop, or outside LOOP. */
if (init_addr != NULL_TREE)
{
compute_in_loop = true;
gcc_assert (alignment_support_scheme == dr_explicit_realign);
}
/* 2. Determine where to generate the extra vector load.
For the optimized realignment scheme, instead of generating two vector
loads in each iteration, we generate a single extra vector load in the
preheader of the loop, and in each iteration reuse the result of the
vector load from the previous iteration. In case the memory access is in
an inner-loop nested inside LOOP, which is now being vectorized using
outer-loop vectorization, we need to determine whether this initial vector
load should be generated at the preheader of the inner-loop, or can be
generated at the preheader of LOOP. If the memory access has no evolution
in LOOP, it can be generated in the preheader of LOOP. Otherwise, it has
to be generated inside LOOP (in the preheader of the inner-loop). */
if (nested_in_vect_loop)
{
tree outerloop_step = STMT_VINFO_DR_STEP (stmt_info);
bool invariant_in_outerloop =
(tree_int_cst_compare (outerloop_step, size_zero_node) == 0);
loop_for_initial_load = (invariant_in_outerloop ? loop : loop->inner);
}
else
loop_for_initial_load = loop;
if (at_loop)
*at_loop = loop_for_initial_load;
/* 3. For the case of the optimized realignment, create the first vector
load at the loop preheader. */
if (alignment_support_scheme == dr_explicit_realign_optimized)
{
/* Create msq_init = *(floor(p1)) in the loop preheader */
gcc_assert (!compute_in_loop);
pe = loop_preheader_edge (loop_for_initial_load);
vec_dest = vect_create_destination_var (scalar_dest, vectype);
ptr = vect_create_data_ref_ptr (stmt, loop_for_initial_load, NULL_TREE,
&init_addr, &inc, true, &inv_p);
data_ref = build1 (ALIGN_INDIRECT_REF, vectype, ptr);
new_stmt = gimple_build_assign (vec_dest, data_ref);
new_temp = make_ssa_name (vec_dest, new_stmt);
gimple_assign_set_lhs (new_stmt, new_temp);
mark_symbols_for_renaming (new_stmt);
new_bb = gsi_insert_on_edge_immediate (pe, new_stmt);
gcc_assert (!new_bb);
msq_init = gimple_assign_lhs (new_stmt);
}
/* 4. Create realignment token using a target builtin, if available.
It is done either inside the containing loop, or before LOOP (as
determined above). */
if (targetm.vectorize.builtin_mask_for_load)
{
tree builtin_decl;
/* Compute INIT_ADDR - the initial addressed accessed by this memref. */
if (compute_in_loop)
gcc_assert (init_addr); /* already computed by the caller. */
else
{
/* Generate the INIT_ADDR computation outside LOOP. */
init_addr = vect_create_addr_base_for_vector_ref (stmt, &stmts,
NULL_TREE, loop);
pe = loop_preheader_edge (loop);
new_bb = gsi_insert_seq_on_edge_immediate (pe, stmts);
gcc_assert (!new_bb);
}
builtin_decl = targetm.vectorize.builtin_mask_for_load ();
new_stmt = gimple_build_call (builtin_decl, 1, init_addr);
vec_dest =
vect_create_destination_var (scalar_dest,
gimple_call_return_type (new_stmt));
new_temp = make_ssa_name (vec_dest, new_stmt);
gimple_call_set_lhs (new_stmt, new_temp);
if (compute_in_loop)
gsi_insert_before (gsi, new_stmt, GSI_SAME_STMT);
else
{
/* Generate the misalignment computation outside LOOP. */
pe = loop_preheader_edge (loop);
new_bb = gsi_insert_on_edge_immediate (pe, new_stmt);
gcc_assert (!new_bb);
}
*realignment_token = gimple_call_lhs (new_stmt);
/* 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));
}
if (alignment_support_scheme == dr_explicit_realign)
return msq;
gcc_assert (!compute_in_loop);
gcc_assert (alignment_support_scheme == dr_explicit_realign_optimized);
/* 5. Create msq = phi <msq_init, lsq> in loop */
pe = loop_preheader_edge (containing_loop);
vec_dest = vect_create_destination_var (scalar_dest, vectype);
msq = make_ssa_name (vec_dest, NULL);
phi_stmt = create_phi_node (msq, containing_loop->header);
SSA_NAME_DEF_STMT (msq) = phi_stmt;
add_phi_arg (phi_stmt, msq_init, pe);
return msq;
}
/* Function vect_strided_load_supported.
Returns TRUE is EXTRACT_EVEN and EXTRACT_ODD operations are supported,
and FALSE otherwise. */
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,
optab_default);
if (!perm_even_optab)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "no optab for perm_even.");
return false;
}
if (optab_handler (perm_even_optab, 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,
optab_default);
if (!perm_odd_optab)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "no optab for perm_odd.");
return false;
}
if (optab_handler (perm_odd_optab, 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. */
bool
vect_permute_load_chain (VEC(tree,heap) *dr_chain,
unsigned int length,
gimple stmt,
gimple_stmt_iterator *gsi,
VEC(tree,heap) **result_chain)
{
tree perm_dest, data_ref, first_vect, second_vect;
gimple perm_stmt;
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 = gimple_build_assign_with_ops (VEC_EXTRACT_EVEN_EXPR,
perm_dest, first_vect,
second_vect);
data_ref = make_ssa_name (perm_dest, perm_stmt);
gimple_assign_set_lhs (perm_stmt, data_ref);
vect_finish_stmt_generation (stmt, perm_stmt, gsi);
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 = gimple_build_assign_with_ops (VEC_EXTRACT_ODD_EXPR,
perm_dest, first_vect,
second_vect);
data_ref = make_ssa_name (perm_dest, perm_stmt);
gimple_assign_set_lhs (perm_stmt, data_ref);
vect_finish_stmt_generation (stmt, perm_stmt, gsi);
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.
*/
bool
vect_transform_strided_load (gimple stmt, VEC(tree,heap) *dr_chain, int size,
gimple_stmt_iterator *gsi)
{
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
gimple first_stmt = DR_GROUP_FIRST_DR (stmt_info);
gimple 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, gsi, &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. No need to check for the first stmt in
the group, since it always exists.
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 (next_stmt != first_stmt
&& 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
{
if (!DR_GROUP_SAME_DR_STMT (vinfo_for_stmt (next_stmt)))
{
gimple prev_stmt =
STMT_VINFO_VEC_STMT (vinfo_for_stmt (next_stmt));
gimple 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;
}
}
VEC_free (tree, heap, result_chain);
return true;
}
/* Function vect_force_dr_alignment_p.
Returns whether the alignment of a DECL can be forced to be aligned
on ALIGNMENT bit boundary. */
bool
vect_can_force_dr_alignment_p (const_tree decl, unsigned int alignment)
{
if (TREE_CODE (decl) != VAR_DECL)
return false;
if (DECL_EXTERNAL (decl))
return false;
if (TREE_ASM_WRITTEN (decl))
return false;
if (TREE_STATIC (decl))
return (alignment <= MAX_OFILE_ALIGNMENT);
else
return (alignment <= MAX_STACK_ALIGNMENT);
}
/* Function vect_supportable_dr_alignment
Return whether the data reference DR is supported with respect to its
alignment. */
enum dr_alignment_support
vect_supportable_dr_alignment (struct data_reference *dr)
{
gimple stmt = DR_STMT (dr);
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
enum machine_mode mode = TYPE_MODE (vectype);
bool invariant_in_outerloop = false;
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
struct loop *vect_loop = NULL;
bool nested_in_vect_loop = false;
if (aligned_access_p (dr))
return dr_aligned;
if (!loop_vinfo)
/* FORNOW: Misaligned accesses are supported only in loops. */
return dr_unaligned_unsupported;
vect_loop = LOOP_VINFO_LOOP (loop_vinfo);
nested_in_vect_loop = nested_in_vect_loop_p (vect_loop, stmt);
if (nested_in_vect_loop)
{
tree outerloop_step = STMT_VINFO_DR_STEP (stmt_info);
invariant_in_outerloop =
(tree_int_cst_compare (outerloop_step, size_zero_node) == 0);
}
/* Possibly unaligned access. */
/* We can choose between using the implicit realignment scheme (generating
a misaligned_move stmt) and the explicit realignment scheme (generating
aligned loads with a REALIGN_LOAD). There are two variants to the explicit
realignment scheme: optimized, and unoptimized.
We can optimize the realignment only if the step between consecutive
vector loads is equal to the vector size. Since the vector memory
accesses advance in steps of VS (Vector Size) in the vectorized loop, it
is guaranteed that the misalignment amount remains the same throughout the
execution of the vectorized loop. Therefore, we can create the
"realignment token" (the permutation mask that is passed to REALIGN_LOAD)
at the loop preheader.
However, in the case of outer-loop vectorization, when vectorizing a
memory access in the inner-loop nested within the LOOP that is now being
vectorized, while it is guaranteed that the misalignment of the
vectorized memory access will remain the same in different outer-loop
iterations, it is *not* guaranteed that is will remain the same throughout
the execution of the inner-loop. This is because the inner-loop advances
with the original scalar step (and not in steps of VS). If the inner-loop
step happens to be a multiple of VS, then the misalignment remains fixed
and we can use the optimized realignment scheme. For example:
for (i=0; i<N; i++)
for (j=0; j<M; j++)
s += a[i+j];
When vectorizing the i-loop in the above example, the step between
consecutive vector loads is 1, and so the misalignment does not remain
fixed across the execution of the inner-loop, and the realignment cannot
be optimized (as illustrated in the following pseudo vectorized loop):
for (i=0; i<N; i+=4)
for (j=0; j<M; j++){
vs += vp[i+j]; // misalignment of &vp[i+j] is {0,1,2,3,0,1,2,3,...}
// when j is {0,1,2,3,4,5,6,7,...} respectively.
// (assuming that we start from an aligned address).
}
We therefore have to use the unoptimized realignment scheme:
for (i=0; i<N; i+=4)
for (j=k; j<M; j+=4)
vs += vp[i+j]; // misalignment of &vp[i+j] is always k (assuming
// that the misalignment of the initial address is
// 0).
The loop can then be vectorized as follows:
for (k=0; k<4; k++){
rt = get_realignment_token (&vp[k]);
for (i=0; i<N; i+=4){
v1 = vp[i+k];
for (j=k; j<M; j+=4){
v2 = vp[i+j+VS-1];
va = REALIGN_LOAD <v1,v2,rt>;
vs += va;
v1 = v2;
}
}
} */
if (DR_IS_READ (dr))
{
if (optab_handler (vec_realign_load_optab, mode)->insn_code !=
CODE_FOR_nothing
&& (!targetm.vectorize.builtin_mask_for_load
|| targetm.vectorize.builtin_mask_for_load ()))
{
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
if (nested_in_vect_loop
&& (TREE_INT_CST_LOW (DR_STEP (dr))
!= GET_MODE_SIZE (TYPE_MODE (vectype))))
return dr_explicit_realign;
else
return dr_explicit_realign_optimized;
}
if (optab_handler (movmisalign_optab, mode)->insn_code !=
CODE_FOR_nothing)
/* Can't software pipeline the loads, but can at least do them. */
return dr_unaligned_supported;
}
/* Unsupported. */
return dr_unaligned_unsupported;
}
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