/* Analysis Utilities for Loop Vectorization.
- Copyright (C) 2003, 2004, 2005, 2006, 2007 Free Software Foundation, Inc.
+ Copyright (C) 2003, 2004, 2005, 2006, 2007, 2008 Free Software
+ Foundation, Inc.
Contributed by Dorit Naishlos <dorit@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 2, or (at your option) any later
+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
for more details.
You should have received a copy of the GNU General Public License
-along with GCC; see the file COPYING. If not, write to the Free
-Software Foundation, 51 Franklin Street, Fifth Floor, Boston, MA
-02110-1301, USA. */
+along with GCC; see the file COPYING3. If not see
+<http://www.gnu.org/licenses/>. */
#include "config.h"
#include "system.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-scalar-evolution.h"
#include "tree-vectorizer.h"
#include "toplev.h"
+#include "recog.h"
-/* Main analysis functions. */
-static loop_vec_info vect_analyze_loop_form (struct loop *);
-static bool vect_analyze_data_refs (loop_vec_info);
-static bool vect_mark_stmts_to_be_vectorized (loop_vec_info);
-static void vect_analyze_scalar_cycles (loop_vec_info);
-static bool vect_analyze_data_ref_accesses (loop_vec_info);
-static bool vect_analyze_data_ref_dependences (loop_vec_info);
-static bool vect_analyze_data_refs_alignment (loop_vec_info);
-static bool vect_compute_data_refs_alignment (loop_vec_info);
-static bool vect_enhance_data_refs_alignment (loop_vec_info);
-static bool vect_analyze_operations (loop_vec_info);
-static bool vect_determine_vectorization_factor (loop_vec_info);
-
-/* Utility functions for the analyses. */
-static bool exist_non_indexing_operands_for_use_p (tree, tree);
-static tree vect_get_loop_niters (struct loop *, tree *);
-static bool vect_analyze_data_ref_dependence
- (struct data_dependence_relation *, loop_vec_info);
-static bool vect_compute_data_ref_alignment (struct data_reference *);
-static bool vect_analyze_data_ref_access (struct data_reference *);
static bool vect_can_advance_ivs_p (loop_vec_info);
-static void vect_update_misalignment_for_peel
- (struct data_reference *, struct data_reference *, int npeel);
+
+/* 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;
+}
+
/* Function vect_determine_vectorization_factor
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
basic_block *bbs = LOOP_VINFO_BBS (loop_vinfo);
int nbbs = loop->num_nodes;
- block_stmt_iterator si;
+ gimple_stmt_iterator si;
unsigned int vectorization_factor = 0;
tree scalar_type;
- tree phi;
+ gimple phi;
tree vectype;
unsigned int nunits;
stmt_vec_info stmt_info;
int i;
+ HOST_WIDE_INT dummy;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_determine_vectorization_factor ===");
{
basic_block bb = bbs[i];
- for (phi = phi_nodes (bb); phi; phi = PHI_CHAIN (phi))
+ for (si = gsi_start_phis (bb); !gsi_end_p (si); gsi_next (&si))
{
+ phi = gsi_stmt (si);
stmt_info = vinfo_for_stmt (phi);
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "==> examining phi: ");
- print_generic_expr (vect_dump, phi, TDF_SLIM);
+ print_gimple_stmt (vect_dump, phi, 0, TDF_SLIM);
}
gcc_assert (stmt_info);
}
}
- for (si = bsi_start (bb); !bsi_end_p (si); bsi_next (&si))
+ for (si = gsi_start_bb (bb); !gsi_end_p (si); gsi_next (&si))
{
- tree stmt = bsi_stmt (si);
+ gimple stmt = gsi_stmt (si);
stmt_info = vinfo_for_stmt (stmt);
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "==> examining statement: ");
- print_generic_expr (vect_dump, stmt, TDF_SLIM);
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
}
gcc_assert (stmt_info);
continue;
}
- if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
+ if (gimple_get_lhs (stmt) == NULL_TREE)
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
{
fprintf (vect_dump, "not vectorized: irregular stmt.");
- print_generic_expr (vect_dump, stmt, TDF_SLIM);
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
}
return false;
}
- if (!GIMPLE_STMT_P (stmt)
- && VECTOR_MODE_P (TYPE_MODE (TREE_TYPE (stmt))))
+ if (VECTOR_MODE_P (TYPE_MODE (gimple_expr_type (stmt))))
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
{
fprintf (vect_dump, "not vectorized: vector stmt in loop:");
- print_generic_expr (vect_dump, stmt, TDF_SLIM);
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
}
return false;
}
}
else
{
+
gcc_assert (! STMT_VINFO_DATA_REF (stmt_info)
&& !is_pattern_stmt_p (stmt_info));
- /* We 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 here.
- However, in such a case, that a variable of this datatype
- does not appear in the lhs anywhere in the loop, it shouldn't
- affect the vectorization factor. */
- scalar_type = TREE_TYPE (GIMPLE_STMT_OPERAND (stmt, 0));
-
+ scalar_type = vect_get_smallest_scalar_type (stmt, &dummy,
+ &dummy);
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "get vectype for scalar type: ");
}
+/* SLP costs are calculated according to SLP instance unrolling factor (i.e.,
+ the number of created vector stmts depends on the unrolling factor). However,
+ the actual number of vector stmts for every SLP node depends on VF which is
+ set later in vect_analyze_operations(). Hence, SLP costs should be updated.
+ In this function we assume that the inside costs calculated in
+ vect_model_xxx_cost are linear in ncopies. */
+
+static void
+vect_update_slp_costs_according_to_vf (loop_vec_info loop_vinfo)
+{
+ unsigned int i, vf = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
+ VEC (slp_instance, heap) *slp_instances = LOOP_VINFO_SLP_INSTANCES (loop_vinfo);
+ slp_instance instance;
+
+ if (vect_print_dump_info (REPORT_SLP))
+ fprintf (vect_dump, "=== vect_update_slp_costs_according_to_vf ===");
+
+ for (i = 0; VEC_iterate (slp_instance, slp_instances, i, instance); i++)
+ /* We assume that costs are linear in ncopies. */
+ SLP_INSTANCE_INSIDE_OF_LOOP_COST (instance) *= vf
+ / SLP_INSTANCE_UNROLLING_FACTOR (instance);
+}
+
+
/* Function vect_analyze_operations.
Scan the loop stmts and make sure they are all vectorizable. */
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
basic_block *bbs = LOOP_VINFO_BBS (loop_vinfo);
int nbbs = loop->num_nodes;
- block_stmt_iterator si;
+ gimple_stmt_iterator si;
unsigned int vectorization_factor = 0;
int i;
bool ok;
- tree phi;
+ gimple phi;
stmt_vec_info stmt_info;
bool need_to_vectorize = false;
int min_profitable_iters;
int min_scalar_loop_bound;
unsigned int th;
+ bool only_slp_in_loop = true;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_analyze_operations ===");
{
basic_block bb = bbs[i];
- for (phi = phi_nodes (bb); phi; phi = PHI_CHAIN (phi))
+ for (si = gsi_start_phis (bb); !gsi_end_p (si); gsi_next (&si))
{
+ phi = gsi_stmt (si);
ok = true;
stmt_info = vinfo_for_stmt (phi);
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "examining phi: ");
- print_generic_expr (vect_dump, phi, TDF_SLIM);
+ print_gimple_stmt (vect_dump, phi, 0, TDF_SLIM);
+ }
+
+ if (! is_loop_header_bb_p (bb))
+ {
+ /* inner-loop loop-closed exit phi in outer-loop vectorization
+ (i.e. a phi in the tail of the outer-loop).
+ FORNOW: we currently don't support the case that these phis
+ are not used in the outerloop, cause this case requires
+ to actually do something here. */
+ if (!STMT_VINFO_RELEVANT_P (stmt_info)
+ || STMT_VINFO_LIVE_P (stmt_info))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump,
+ "Unsupported loop-closed phi in outer-loop.");
+ return false;
+ }
+ continue;
}
gcc_assert (stmt_info);
{
fprintf (vect_dump,
"not vectorized: relevant phi not supported: ");
- print_generic_expr (vect_dump, phi, TDF_SLIM);
+ print_gimple_stmt (vect_dump, phi, 0, TDF_SLIM);
}
return false;
}
}
- for (si = bsi_start (bb); !bsi_end_p (si); bsi_next (&si))
+ for (si = gsi_start_bb (bb); !gsi_end_p (si); gsi_next (&si))
{
- tree stmt = bsi_stmt (si);
+ gimple stmt = gsi_stmt (si);
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
- enum vect_def_type relevance = STMT_VINFO_RELEVANT (stmt_info);
+ enum vect_relevant relevance = STMT_VINFO_RELEVANT (stmt_info);
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "==> examining statement: ");
- print_generic_expr (vect_dump, stmt, TDF_SLIM);
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
}
gcc_assert (stmt_info);
break;
case vect_reduction_def:
- gcc_assert (relevance == vect_unused_in_loop);
+ gcc_assert (relevance == vect_used_in_outer
+ || relevance == vect_used_in_outer_by_reduction
+ || relevance == vect_unused_in_loop);
break;
case vect_induction_def:
if (STMT_VINFO_RELEVANT_P (stmt_info))
{
- gcc_assert (GIMPLE_STMT_P (stmt)
- || !VECTOR_MODE_P (TYPE_MODE (TREE_TYPE (stmt))));
+ gcc_assert (!VECTOR_MODE_P (TYPE_MODE (gimple_expr_type (stmt))));
gcc_assert (STMT_VINFO_VECTYPE (stmt_info));
need_to_vectorize = true;
}
- ok = (vectorizable_type_promotion (stmt, NULL, NULL)
- || vectorizable_type_demotion (stmt, NULL, NULL)
- || vectorizable_conversion (stmt, NULL, NULL)
- || vectorizable_operation (stmt, NULL, NULL)
- || vectorizable_assignment (stmt, NULL, NULL)
- || vectorizable_load (stmt, NULL, NULL)
+ ok = true;
+ if (STMT_VINFO_RELEVANT_P (stmt_info)
+ || STMT_VINFO_DEF_TYPE (stmt_info) == vect_reduction_def)
+ ok = (vectorizable_type_promotion (stmt, NULL, NULL, NULL)
+ || vectorizable_type_demotion (stmt, NULL, NULL, NULL)
+ || vectorizable_conversion (stmt, NULL, NULL, NULL)
+ || vectorizable_operation (stmt, NULL, NULL, NULL)
+ || vectorizable_assignment (stmt, NULL, NULL, NULL)
+ || vectorizable_load (stmt, NULL, NULL, NULL, NULL)
|| vectorizable_call (stmt, NULL, NULL)
- || vectorizable_store (stmt, NULL, NULL)
+ || vectorizable_store (stmt, NULL, NULL, NULL)
|| vectorizable_condition (stmt, NULL, NULL)
|| vectorizable_reduction (stmt, NULL, NULL));
+ if (!ok)
+ {
+ if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
+ {
+ fprintf (vect_dump, "not vectorized: relevant stmt not ");
+ fprintf (vect_dump, "supported: ");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+ return false;
+ }
+
/* Stmts that are (also) "live" (i.e. - that are used out of the loop)
need extra handling, except for vectorizable reductions. */
if (STMT_VINFO_LIVE_P (stmt_info)
&& STMT_VINFO_TYPE (stmt_info) != reduc_vec_info_type)
- ok |= vectorizable_live_operation (stmt, NULL, NULL);
+ ok = vectorizable_live_operation (stmt, NULL, NULL);
if (!ok)
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
{
- fprintf (vect_dump, "not vectorized: stmt not supported: ");
- print_generic_expr (vect_dump, stmt, TDF_SLIM);
+ fprintf (vect_dump, "not vectorized: live stmt not ");
+ fprintf (vect_dump, "supported: ");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
}
return false;
}
+
+ if (!PURE_SLP_STMT (stmt_info))
+ {
+ /* STMT needs loop-based vectorization. */
+ only_slp_in_loop = false;
+
+ /* Groups of strided accesses whose size is not a power of 2 are
+ not vectorizable yet using loop-vectorization. Therefore, if
+ this stmt feeds non-SLP-able stmts (i.e., this stmt has to be
+ both SLPed and loop-based vectorized), the loop cannot be
+ vectorized. */
+ if (STMT_VINFO_STRIDED_ACCESS (stmt_info)
+ && exact_log2 (DR_GROUP_SIZE (vinfo_for_stmt (
+ DR_GROUP_FIRST_DR (stmt_info)))) == -1)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "not vectorized: the size of group "
+ "of strided accesses is not a power of 2");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+ return false;
+ }
+ }
} /* stmts in bb */
} /* bbs */
return false;
}
+ /* If all the stmts in the loop can be SLPed, we perform only SLP, and
+ vectorization factor of the loop is the unrolling factor required by the
+ SLP instances. If that unrolling factor is 1, we say, that we perform
+ pure SLP on loop - cross iteration parallelism is not exploited. */
+ if (only_slp_in_loop)
+ vectorization_factor = LOOP_VINFO_SLP_UNROLLING_FACTOR (loop_vinfo);
+ else
+ vectorization_factor = least_common_multiple (vectorization_factor,
+ LOOP_VINFO_SLP_UNROLLING_FACTOR (loop_vinfo));
+
+ LOOP_VINFO_VECT_FACTOR (loop_vinfo) = vectorization_factor;
+
if (LOOP_VINFO_NITERS_KNOWN_P (loop_vinfo)
&& vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump,
/* Analyze cost. Decide if worth while to vectorize. */
+ /* Once VF is set, SLP costs should be updated since the number of created
+ vector stmts depends on VF. */
+ vect_update_slp_costs_according_to_vf (loop_vinfo);
+
min_profitable_iters = vect_estimate_min_profitable_iters (loop_vinfo);
+ LOOP_VINFO_COST_MODEL_MIN_ITERS (loop_vinfo) = min_profitable_iters;
if (min_profitable_iters < 0)
{
return false;
}
- min_scalar_loop_bound = (PARAM_VALUE (PARAM_MIN_VECT_LOOP_BOUND))
- * vectorization_factor;
+ min_scalar_loop_bound = ((PARAM_VALUE (PARAM_MIN_VECT_LOOP_BOUND)
+ * vectorization_factor) - 1);
/* Use the cost model only if it is more conservative than user specified
threshold. */
th = (unsigned) min_profitable_iters;
if (LOOP_VINFO_NITERS_KNOWN_P (loop_vinfo)
- && LOOP_VINFO_INT_NITERS (loop_vinfo) < th)
+ && LOOP_VINFO_INT_NITERS (loop_vinfo) <= th)
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
fprintf (vect_dump, "not vectorized: vectorization not "
used in STMT for anything other than indexing an array. */
static bool
-exist_non_indexing_operands_for_use_p (tree use, tree stmt)
+exist_non_indexing_operands_for_use_p (tree use, gimple stmt)
{
tree operand;
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
Therefore, all we need to check is if STMT falls into the
first case, and whether var corresponds to USE. */
- if (TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 0)) == SSA_NAME)
+ if (TREE_CODE (gimple_assign_lhs (stmt)) == SSA_NAME)
return false;
- operand = GIMPLE_STMT_OPERAND (stmt, 1);
+ if (!gimple_assign_copy_p (stmt))
+ return false;
+ operand = gimple_assign_rhs1 (stmt);
if (TREE_CODE (operand) != SSA_NAME)
return false;
}
-/* Function vect_analyze_scalar_cycles.
-
- Examine the cross iteration def-use cycles of scalar variables, by
- analyzing the loop (scalar) PHIs; Classify each cycle as one of the
- following: invariant, induction, reduction, unknown.
-
- Some forms of scalar cycles are not yet supported.
-
- Example1: reduction: (unsupported yet)
-
- loop1:
- for (i=0; i<N; i++)
- sum += a[i];
-
- Example2: induction: (unsupported yet)
-
- loop2:
- for (i=0; i<N; i++)
- a[i] = i;
-
- Note: the following loop *is* vectorizable:
-
- loop3:
- for (i=0; i<N; i++)
- a[i] = b[i];
-
- even though it has a def-use cycle caused by the induction variable i:
-
- loop: i_2 = PHI (i_0, i_1)
- a[i_2] = ...;
- i_1 = i_2 + 1;
- GOTO loop;
+/* Function vect_analyze_scalar_cycles_1.
- because the def-use cycle in loop3 is considered "not relevant" - i.e.,
- it does not need to be vectorized because it is only used for array
- indexing (see 'mark_stmts_to_be_vectorized'). The def-use cycle in
- loop2 on the other hand is relevant (it is being written to memory).
-*/
+ Examine the cross iteration def-use cycles of scalar variables
+ in LOOP. LOOP_VINFO represents the loop that is now being
+ considered for vectorization (can be LOOP, or an outer-loop
+ enclosing LOOP). */
static void
-vect_analyze_scalar_cycles (loop_vec_info loop_vinfo)
+vect_analyze_scalar_cycles_1 (loop_vec_info loop_vinfo, struct loop *loop)
{
- tree phi;
- struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
basic_block bb = loop->header;
tree dumy;
- VEC(tree,heap) *worklist = VEC_alloc (tree, heap, 64);
+ VEC(gimple,heap) *worklist = VEC_alloc (gimple, heap, 64);
+ gimple_stmt_iterator gsi;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_analyze_scalar_cycles ===");
/* First - identify all inductions. */
- for (phi = phi_nodes (bb); phi; phi = PHI_CHAIN (phi))
+ for (gsi = gsi_start_phis (bb); !gsi_end_p (gsi); gsi_next (&gsi))
{
+ gimple phi = gsi_stmt (gsi);
tree access_fn = NULL;
tree def = PHI_RESULT (phi);
stmt_vec_info stmt_vinfo = vinfo_for_stmt (phi);
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "Analyze phi: ");
- print_generic_expr (vect_dump, phi, TDF_SLIM);
+ print_gimple_stmt (vect_dump, phi, 0, TDF_SLIM);
}
/* Skip virtual phi's. The data dependences that are associated with
if (!access_fn
|| !vect_is_simple_iv_evolution (loop->num, access_fn, &dumy, &dumy))
{
- VEC_safe_push (tree, heap, worklist, phi);
+ VEC_safe_push (gimple, heap, worklist, phi);
continue;
}
/* Second - identify all reductions. */
- while (VEC_length (tree, worklist) > 0)
+ while (VEC_length (gimple, worklist) > 0)
{
- tree phi = VEC_pop (tree, worklist);
+ gimple phi = VEC_pop (gimple, worklist);
tree def = PHI_RESULT (phi);
stmt_vec_info stmt_vinfo = vinfo_for_stmt (phi);
- tree reduc_stmt;
+ gimple reduc_stmt;
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "Analyze phi: ");
- print_generic_expr (vect_dump, phi, TDF_SLIM);
+ print_gimple_stmt (vect_dump, phi, 0, TDF_SLIM);
}
gcc_assert (is_gimple_reg (SSA_NAME_VAR (def)));
gcc_assert (STMT_VINFO_DEF_TYPE (stmt_vinfo) == vect_unknown_def_type);
- reduc_stmt = vect_is_simple_reduction (loop, phi);
+ reduc_stmt = vect_is_simple_reduction (loop_vinfo, phi);
if (reduc_stmt)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "Unknown def-use cycle pattern.");
}
- VEC_free (tree, heap, worklist);
+ VEC_free (gimple, heap, worklist);
return;
}
+/* Function vect_analyze_scalar_cycles.
+
+ Examine the cross iteration def-use cycles of scalar variables, by
+ analyzing the loop-header PHIs of scalar variables; Classify each
+ cycle as one of the following: invariant, induction, reduction, unknown.
+ We do that for the loop represented by LOOP_VINFO, and also to its
+ inner-loop, if exists.
+ Examples for scalar cycles:
+
+ Example1: reduction:
+
+ loop1:
+ for (i=0; i<N; i++)
+ sum += a[i];
+
+ Example2: induction:
+
+ loop2:
+ for (i=0; i<N; i++)
+ a[i] = i; */
+
+static void
+vect_analyze_scalar_cycles (loop_vec_info loop_vinfo)
+{
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+
+ vect_analyze_scalar_cycles_1 (loop_vinfo, loop);
+
+ /* When vectorizing an outer-loop, the inner-loop is executed sequentially.
+ Reductions in such inner-loop therefore have different properties than
+ the reductions in the nest that gets vectorized:
+ 1. When vectorized, they are executed in the same order as in the original
+ scalar loop, so we can't change the order of computation when
+ vectorizing them.
+ 2. FIXME: Inner-loop reductions can be used in the inner-loop, so the
+ current checks are too strict. */
+
+ if (loop->inner)
+ vect_analyze_scalar_cycles_1 (loop_vinfo, loop->inner);
+}
+
+
+/* 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. */
+
+static 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. */
vect_insert_into_interleaving_chain (struct data_reference *dra,
struct data_reference *drb)
{
- tree prev, next, next_init;
+ 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));
/* 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_TREE;
+ DR_GROUP_NEXT_DR (stmtinfo_a) = NULL;
}
{
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, first_a, first_b;
- tree node, prev, next, node_init, first_stmt;
+ 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))
/* 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))
{
- tree old_first_stmt = DR_GROUP_FIRST_DR (stmtinfo_a);
+ 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)));
- tree tmp;
+ gimple tmp;
if (tree_int_cst_compare (init_old, DR_INIT (drb)) > 0)
{
{
/* 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_TREE;
+ DR_GROUP_NEXT_DR (vinfo_for_stmt (node)) = NULL;
prev = node;
}
DR_GROUP_FIRST_DR (vinfo_for_stmt (node)) = first_stmt;
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)))
+ || tree_int_cst_compare (DR_STEP (dra), DR_STEP (drb))
+ || !types_compatible_p (TREE_TYPE (DR_REF (dra)),
+ TREE_TYPE (DR_REF (drb))))
return;
init_a = TREE_INT_CST_LOW (DR_INIT (dra));
}
}
+/* 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. */
+ 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,
if (DDR_ARE_DEPENDENT (ddr) == chrec_dont_know)
{
- if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
+ if (vect_print_dump_info (REPORT_DR_DETAILS))
{
fprintf (vect_dump,
- "not vectorized: can't determine dependence between ");
+ "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);
}
- return true;
+ /* Add to list of ddrs that need to be tested at run-time. */
+ return !vect_mark_for_runtime_alias_test (ddr, loop_vinfo);
}
if (DDR_NUM_DIST_VECTS (ddr) == 0)
{
- if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
+ if (vect_print_dump_info (REPORT_DR_DETAILS))
{
- fprintf (vect_dump, "not vectorized: bad dist vector for ");
+ 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);
}
- return true;
+ /* 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));
continue;
}
- if (abs (dist) >= vectorization_factor)
+ 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. */
+ /* 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.");
+ fprintf (vect_dump, "dependence distance >= VF or negative.");
continue;
}
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
{
fprintf (vect_dump,
- "not vectorized: possible dependence between data-refs ");
+ "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 false;
}
-
/* Function vect_analyze_data_ref_dependences.
Examine all the data references in the loop, and make sure there do not
vect_analyze_data_ref_dependences (loop_vec_info loop_vinfo)
{
unsigned int i;
- VEC (ddr_p, heap) *ddrs = LOOP_VINFO_DDRS (loop_vinfo);
+ VEC (ddr_p, heap) * ddrs = LOOP_VINFO_DDRS (loop_vinfo);
struct data_dependence_relation *ddr;
if (vect_print_dump_info (REPORT_DETAILS))
static bool
vect_compute_data_ref_alignment (struct data_reference *dr)
{
- tree stmt = DR_STMT (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 = LOOP_VINFO_LOOP (loop_vinfo);
tree ref = DR_REF (dr);
tree vectype;
tree base, base_addr;
misalign = DR_INIT (dr);
aligned_to = DR_ALIGNED_TO (dr);
base_addr = DR_BASE_ADDRESS (dr);
- base = build_fold_indirect_ref (base_addr);
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 (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 (tree_int_cst_compare (aligned_to, alignment) < 0)
+ if ((aligned_to && tree_int_cst_compare (aligned_to, alignment) < 0)
+ || !misalign)
{
- if (vect_print_dump_info (REPORT_DETAILS))
+ if (vect_print_dump_info (REPORT_ALIGNMENT))
{
fprintf (vect_dump, "Unknown alignment for access: ");
print_generic_expr (vect_dump, base, TDF_SLIM);
/* For interleaved data accesses the step in the loop must be multiplied by
the size of the interleaving group. */
- if (DR_GROUP_FIRST_DR (stmt_info))
+ if (STMT_VINFO_STRIDED_ACCESS (stmt_info))
dr_size *= DR_GROUP_SIZE (vinfo_for_stmt (DR_GROUP_FIRST_DR (stmt_info)));
- if (DR_GROUP_FIRST_DR (peel_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
&& known_alignment_for_access_p (dr_peel))
{
int misal = DR_MISALIGNMENT (dr);
+ tree vectype = STMT_VINFO_VECTYPE (stmt_info);
misal += npeel * dr_size;
- misal %= UNITS_PER_SIMD_WORD;
+ misal %= GET_MODE_SIZE (TYPE_MODE (vectype));
SET_DR_MISALIGNMENT (dr, misal);
return;
}
for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
{
- tree stmt = DR_STMT (dr);
+ 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 (DR_GROUP_FIRST_DR (stmt_info)
+ if (STMT_VINFO_STRIDED_ACCESS (stmt_info)
&& DR_GROUP_FIRST_DR (stmt_info) != stmt)
continue;
}
+/* 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
bool do_peeling = false;
bool do_versioning = false;
bool stat;
- tree stmt;
+ 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 ===");
/* For interleaving, only the alignment of the first access
matters. */
- if (DR_GROUP_FIRST_DR (stmt_info)
+ if (STMT_VINFO_STRIDED_ACCESS (stmt_info)
&& DR_GROUP_FIRST_DR (stmt_info) != stmt)
continue;
if (!DR_IS_READ (dr) && !aligned_access_p (dr))
{
- if (DR_GROUP_FIRST_DR (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;
- tree vectype = STMT_VINFO_VECTYPE (stmt_info);
- int nelements = TYPE_VECTOR_SUBPARTS (vectype);
-
- /* FORNOW: handle only known alignment. */
- if (!known_alignment_for_access_p (dr))
- {
- do_peeling = false;
- break;
- }
-
- elem_size = UNITS_PER_SIMD_WORD / nelements;
- mis_in_elements = DR_MISALIGNMENT (dr) / elem_size;
-
- if ((nelements - mis_in_elements) % DR_GROUP_SIZE (stmt_info))
- {
- do_peeling = false;
- break;
- }
- }
- dr0 = dr;
- do_peeling = true;
+ 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;
}
}
- /* 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_can_advance_ivs_p (loop_vinfo)
+ 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;
{
int mis;
int npeel = 0;
- tree stmt = DR_STMT (dr0);
+ 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);
members of the group, therefore we divide the number of iterations
by the group size. */
stmt_info = vinfo_for_stmt (DR_STMT (dr0));
- if (DR_GROUP_FIRST_DR (stmt_info))
+ if (STMT_VINFO_STRIDED_ACCESS (stmt_info))
npeel /= DR_GROUP_SIZE (stmt_info);
if (vect_print_dump_info (REPORT_DETAILS))
stmt_info = vinfo_for_stmt (stmt);
/* For interleaving, only the alignment of the first access
matters. */
- if (DR_GROUP_FIRST_DR (stmt_info)
+ if (STMT_VINFO_STRIDED_ACCESS (stmt_info)
&& DR_GROUP_FIRST_DR (stmt_info) != stmt)
continue;
/* Try versioning if:
1) flag_tree_vect_loop_version is TRUE
- 2) optimize_size is FALSE
+ 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_size);
+ do_versioning =
+ flag_tree_vect_loop_version
+ && optimize_loop_nest_for_speed_p (loop)
+ && (!loop->inner); /* FORNOW */
if (do_versioning)
{
/* For interleaving, only the alignment of the first access
matters. */
if (aligned_access_p (dr)
- || (DR_GROUP_FIRST_DR (stmt_info)
+ || (STMT_VINFO_STRIDED_ACCESS (stmt_info)
&& DR_GROUP_FIRST_DR (stmt_info) != stmt))
continue;
if (!supportable_dr_alignment)
{
- tree stmt;
+ gimple stmt;
int mask;
tree vectype;
if (known_alignment_for_access_p (dr)
- || VEC_length (tree,
+ || VEC_length (gimple,
LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo))
- >= (unsigned) PARAM_VALUE (PARAM_VECT_MAX_VERSION_CHECKS))
+ >= (unsigned) PARAM_VALUE (PARAM_VECT_MAX_VERSION_FOR_ALIGNMENT_CHECKS))
{
do_versioning = false;
break;
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 (tree, heap,
+ 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 (tree, LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo)) == 0)
+ if (VEC_length (gimple, LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo)) == 0)
do_versioning = false;
else if (!do_versioning)
- VEC_truncate (tree, LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo), 0);
+ VEC_truncate (gimple, LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo), 0);
}
if (do_versioning)
{
- VEC(tree,heap) *may_misalign_stmts
+ VEC(gimple,heap) *may_misalign_stmts
= LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo);
- tree stmt;
+ 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 (tree, may_misalign_stmts, i, stmt); i++)
+ 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);
}
-/* Function vect_analyze_data_ref_access.
-
- Analyze the access pattern of the data-reference DR. For now, a data access
- has to be consecutive to be considered vectorizable. */
+/* 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_data_ref_access (struct data_reference *dr)
+vect_analyze_group_access (struct data_reference *dr)
{
tree step = DR_STEP (dr);
- HOST_WIDE_INT dr_step = TREE_INT_CST_LOW (step);
tree scalar_type = TREE_TYPE (DR_REF (dr));
HOST_WIDE_INT type_size = TREE_INT_CST_LOW (TYPE_SIZE_UNIT (scalar_type));
- tree stmt = DR_STMT (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);
+ 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). */
- HOST_WIDE_INT stride = dr_step / type_size;
-
- if (!step)
- {
- if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "bad data-ref access");
- 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_TREE;
- return true;
- }
+ 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)))
if (DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt)) == stmt)
{
/* First stmt in the interleaving chain. Check the chain. */
- tree next = DR_GROUP_NEXT_DR (vinfo_for_stmt (stmt));
+ 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);
- tree prev = stmt;
+ gimple prev = stmt;
HOST_WIDE_INT diff, count_in_bytes;
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)))))
- {
+ {
+ /* 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;
+ return false;
}
- /* Check that there is no load-store dependencies for this loads
+ /* 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,
+ 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;
+ /* 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;
+ 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;
- }
+ /* 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 (!DR_IS_READ (data_ref) && diff != 1)
+ 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)
{
- if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "interleaved store with gaps");
- return false;
+ /* 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;
+ }
}
- /* Store the gap from the previous member of the group. If there is no
+
+ /* 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;
+ 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++;
- }
+ 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 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 is not greater than STEP. */
- if (dr_step < count_in_bytes)
+ if (dr_step < count_in_bytes)
+ {
+ 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 != 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 % 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;
+ }
+ 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)
+ VEC_safe_push (gimple, heap, LOOP_VINFO_STRIDED_STORES (loop_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 = LOOP_VINFO_LOOP (loop_vinfo);
+ HOST_WIDE_INT dr_step = TREE_INT_CST_LOW (step);
+
+ if (!step)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "bad data-ref access");
+ return false;
+ }
+
+ /* Don't allow invariant accesses. */
+ if (dr_step == 0)
+ return false;
+
+ if (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 (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. */
+
+static bool
+vect_analyze_data_ref_accesses (loop_vec_info loop_vinfo)
+{
+ unsigned int i;
+ VEC (data_reference_p, heap) *datarefs = LOOP_VINFO_DATAREFS (loop_vinfo);
+ struct data_reference *dr;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "=== vect_analyze_data_ref_accesses ===");
+
+ 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_LOOPS))
+ 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. */
+
+static 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))
{
- fprintf (vect_dump, "interleaving size is greater than step for ");
- print_generic_expr (vect_dump, DR_REF (dr), TDF_SLIM);
+ 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;
+}
+
+/* Recursively free the memory allocated for the SLP tree rooted at NODE. */
+
+static void
+vect_free_slp_tree (slp_tree node)
+{
+ if (!node)
+ return;
+
+ if (SLP_TREE_LEFT (node))
+ vect_free_slp_tree (SLP_TREE_LEFT (node));
+
+ if (SLP_TREE_RIGHT (node))
+ vect_free_slp_tree (SLP_TREE_RIGHT (node));
+
+ VEC_free (gimple, heap, SLP_TREE_SCALAR_STMTS (node));
+
+ if (SLP_TREE_VEC_STMTS (node))
+ VEC_free (gimple, heap, SLP_TREE_VEC_STMTS (node));
+
+ free (node);
+}
+
+
+/* Free the memory allocated for the SLP instance. */
+
+void
+vect_free_slp_instance (slp_instance instance)
+{
+ vect_free_slp_tree (SLP_INSTANCE_TREE (instance));
+ VEC_free (int, heap, SLP_INSTANCE_LOAD_PERMUTATION (instance));
+ VEC_free (slp_tree, heap, SLP_INSTANCE_LOADS (instance));
+}
+
+
+/* Get the defs for the rhs of STMT (collect them in DEF_STMTS0/1), check that
+ they are of a legal type and that they match the defs of the first stmt of
+ the SLP group (stored in FIRST_STMT_...). */
+
+static bool
+vect_get_and_check_slp_defs (loop_vec_info loop_vinfo, slp_tree slp_node,
+ gimple stmt, VEC (gimple, heap) **def_stmts0,
+ VEC (gimple, heap) **def_stmts1,
+ enum vect_def_type *first_stmt_dt0,
+ enum vect_def_type *first_stmt_dt1,
+ tree *first_stmt_def0_type,
+ tree *first_stmt_def1_type,
+ tree *first_stmt_const_oprnd,
+ int ncopies_for_cost,
+ bool *pattern0, bool *pattern1)
+{
+ tree oprnd;
+ unsigned int i, number_of_oprnds;
+ tree def;
+ gimple def_stmt;
+ enum vect_def_type dt[2] = {vect_unknown_def_type, vect_unknown_def_type};
+ stmt_vec_info stmt_info =
+ vinfo_for_stmt (VEC_index (gimple, SLP_TREE_SCALAR_STMTS (slp_node), 0));
+ enum gimple_rhs_class rhs_class;
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+
+ rhs_class = get_gimple_rhs_class (gimple_assign_rhs_code (stmt));
+ number_of_oprnds = gimple_num_ops (stmt) - 1; /* RHS only */
+
+ for (i = 0; i < number_of_oprnds; i++)
+ {
+ oprnd = gimple_op (stmt, i + 1);
+
+ if (!vect_is_simple_use (oprnd, loop_vinfo, &def_stmt, &def, &dt[i])
+ || (!def_stmt && dt[i] != vect_constant_def))
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump, "Build SLP failed: can't find def for ");
+ print_generic_expr (vect_dump, oprnd, 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_IS_READ (dr) && dr_step != count_in_bytes)
+ /* Check if DEF_STMT is a part of a pattern and get the def stmt from
+ the pattern. Check that all the stmts of the node are in the
+ pattern. */
+ if (def_stmt && gimple_bb (def_stmt)
+ && flow_bb_inside_loop_p (loop, gimple_bb (def_stmt))
+ && vinfo_for_stmt (def_stmt)
+ && STMT_VINFO_IN_PATTERN_P (vinfo_for_stmt (def_stmt)))
+ {
+ if (!*first_stmt_dt0)
+ *pattern0 = true;
+ else
+ {
+ if (i == 1 && !*first_stmt_dt1)
+ *pattern1 = true;
+ else if ((i == 0 && !*pattern0) || (i == 1 && !*pattern1))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "Build SLP failed: some of the stmts"
+ " are in a pattern, and others are not ");
+ print_generic_expr (vect_dump, oprnd, TDF_SLIM);
+ }
+
+ return false;
+ }
+ }
+
+ def_stmt = STMT_VINFO_RELATED_STMT (vinfo_for_stmt (def_stmt));
+ dt[i] = STMT_VINFO_DEF_TYPE (vinfo_for_stmt (def_stmt));
+
+ if (*dt == vect_unknown_def_type)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "Unsupported pattern.");
+ return false;
+ }
+
+ switch (gimple_code (def_stmt))
+ {
+ case GIMPLE_PHI:
+ def = gimple_phi_result (def_stmt);
+ break;
+
+ case GIMPLE_ASSIGN:
+ def = gimple_assign_lhs (def_stmt);
+ break;
+
+ default:
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "unsupported defining stmt: ");
+ return false;
+ }
+ }
+
+ if (!*first_stmt_dt0)
+ {
+ /* op0 of the first stmt of the group - store its info. */
+ *first_stmt_dt0 = dt[i];
+ if (def)
+ *first_stmt_def0_type = TREE_TYPE (def);
+ else
+ *first_stmt_const_oprnd = oprnd;
+
+ /* Analyze costs (for the first stmt of the group only). */
+ if (rhs_class != GIMPLE_SINGLE_RHS)
+ /* Not memory operation (we don't call this functions for loads). */
+ vect_model_simple_cost (stmt_info, ncopies_for_cost, dt, slp_node);
+ else
+ /* Store. */
+ vect_model_store_cost (stmt_info, ncopies_for_cost, dt[0], slp_node);
+ }
+
+ else
+ {
+ if (!*first_stmt_dt1 && i == 1)
+ {
+ /* op1 of the first stmt of the group - store its info. */
+ *first_stmt_dt1 = dt[i];
+ if (def)
+ *first_stmt_def1_type = TREE_TYPE (def);
+ else
+ {
+ /* We assume that the stmt contains only one constant
+ operand. We fail otherwise, to be on the safe side. */
+ if (*first_stmt_const_oprnd)
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ fprintf (vect_dump, "Build SLP failed: two constant "
+ "oprnds in stmt");
+ return false;
+ }
+ *first_stmt_const_oprnd = oprnd;
+ }
+ }
+ else
+ {
+ /* Not first stmt of the group, check that the def-stmt/s match
+ the def-stmt/s of the first stmt. */
+ if ((i == 0
+ && (*first_stmt_dt0 != dt[i]
+ || (*first_stmt_def0_type && def
+ && *first_stmt_def0_type != TREE_TYPE (def))))
+ || (i == 1
+ && (*first_stmt_dt1 != dt[i]
+ || (*first_stmt_def1_type && def
+ && *first_stmt_def1_type != TREE_TYPE (def))))
+ || (!def
+ && TREE_TYPE (*first_stmt_const_oprnd)
+ != TREE_TYPE (oprnd)))
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ fprintf (vect_dump, "Build SLP failed: different types ");
+
+ return false;
+ }
+ }
+ }
+
+ /* Check the types of the definitions. */
+ switch (dt[i])
{
- if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "interleaved store with gaps");
+ case vect_constant_def:
+ case vect_invariant_def:
+ break;
+
+ case vect_loop_def:
+ if (i == 0)
+ VEC_safe_push (gimple, heap, *def_stmts0, def_stmt);
+ else
+ VEC_safe_push (gimple, heap, *def_stmts1, def_stmt);
+ break;
+
+ default:
+ /* FORNOW: Not supported. */
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump, "Build SLP failed: illegal type of def ");
+ print_generic_expr (vect_dump, def, TDF_SLIM);
+ }
+
return false;
}
+ }
- /* Check that STEP is a multiple of type size. */
- if ((dr_step % type_size) != 0)
+ return true;
+}
+
+
+/* Recursively build an SLP tree starting from NODE.
+ Fail (and return FALSE) if def-stmts are not isomorphic, require data
+ permutation or are of unsupported types of operation. Otherwise, return
+ TRUE. */
+
+static bool
+vect_build_slp_tree (loop_vec_info loop_vinfo, slp_tree *node,
+ unsigned int group_size,
+ int *inside_cost, int *outside_cost,
+ int ncopies_for_cost, unsigned int *max_nunits,
+ VEC (int, heap) **load_permutation,
+ VEC (slp_tree, heap) **loads)
+{
+ VEC (gimple, heap) *def_stmts0 = VEC_alloc (gimple, heap, group_size);
+ VEC (gimple, heap) *def_stmts1 = VEC_alloc (gimple, heap, group_size);
+ unsigned int i;
+ VEC (gimple, heap) *stmts = SLP_TREE_SCALAR_STMTS (*node);
+ gimple stmt = VEC_index (gimple, stmts, 0);
+ enum vect_def_type first_stmt_dt0 = 0, first_stmt_dt1 = 0;
+ enum tree_code first_stmt_code = 0, rhs_code;
+ tree first_stmt_def1_type = NULL_TREE, first_stmt_def0_type = NULL_TREE;
+ tree lhs;
+ bool stop_recursion = false, need_same_oprnds = false;
+ tree vectype, scalar_type, first_op1 = NULL_TREE;
+ unsigned int vectorization_factor = 0, ncopies;
+ optab optab;
+ int icode;
+ enum machine_mode optab_op2_mode;
+ enum machine_mode vec_mode;
+ tree first_stmt_const_oprnd = NULL_TREE;
+ struct data_reference *first_dr;
+ bool pattern0 = false, pattern1 = false;
+ HOST_WIDE_INT dummy;
+ bool permutation = false;
+ unsigned int load_place;
+ gimple first_load;
+
+ /* For every stmt in NODE find its def stmt/s. */
+ for (i = 0; VEC_iterate (gimple, stmts, i, stmt); i++)
+ {
+ if (vect_print_dump_info (REPORT_SLP))
{
- if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "Build SLP for ");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+
+ lhs = gimple_get_lhs (stmt);
+ if (lhs == NULL_TREE)
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump,
+ "Build SLP failed: not GIMPLE_ASSIGN nor GIMPLE_CALL");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+
+ return false;
+ }
+
+ scalar_type = vect_get_smallest_scalar_type (stmt, &dummy, &dummy);
+ vectype = get_vectype_for_scalar_type (scalar_type);
+ if (!vectype)
+ {
+ if (vect_print_dump_info (REPORT_SLP))
{
- 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);
+ fprintf (vect_dump, "Build SLP failed: unsupported data-type ");
+ print_generic_expr (vect_dump, scalar_type, TDF_SLIM);
+ }
+ return false;
+ }
+
+ gcc_assert (LOOP_VINFO_VECT_FACTOR (loop_vinfo));
+ vectorization_factor = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
+ ncopies = vectorization_factor / TYPE_VECTOR_SUBPARTS (vectype);
+ if (ncopies > 1 && vect_print_dump_info (REPORT_SLP))
+ fprintf (vect_dump, "SLP with multiple types ");
+
+ /* In case of multiple types we need to detect the smallest type. */
+ if (*max_nunits < TYPE_VECTOR_SUBPARTS (vectype))
+ *max_nunits = TYPE_VECTOR_SUBPARTS (vectype);
+
+ if (is_gimple_call (stmt))
+ rhs_code = CALL_EXPR;
+ else
+ rhs_code = gimple_assign_rhs_code (stmt);
+
+ /* Check the operation. */
+ if (i == 0)
+ {
+ first_stmt_code = rhs_code;
+
+ /* Shift arguments should be equal in all the packed stmts for a
+ vector shift with scalar shift operand. */
+ if (rhs_code == LSHIFT_EXPR || rhs_code == RSHIFT_EXPR
+ || rhs_code == LROTATE_EXPR
+ || rhs_code == RROTATE_EXPR)
+ {
+ vec_mode = TYPE_MODE (vectype);
+
+ /* First see if we have a vector/vector shift. */
+ optab = optab_for_tree_code (rhs_code, vectype,
+ optab_vector);
+
+ if (!optab
+ || (optab->handlers[(int) vec_mode].insn_code
+ == CODE_FOR_nothing))
+ {
+ /* No vector/vector shift, try for a vector/scalar shift. */
+ optab = optab_for_tree_code (rhs_code, vectype,
+ optab_scalar);
+
+ if (!optab)
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ fprintf (vect_dump, "Build SLP failed: no optab.");
+ return false;
+ }
+ icode = (int) optab->handlers[(int) vec_mode].insn_code;
+ if (icode == CODE_FOR_nothing)
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ fprintf (vect_dump, "Build SLP failed: "
+ "op not supported by target.");
+ return false;
+ }
+ optab_op2_mode = insn_data[icode].operand[2].mode;
+ if (!VECTOR_MODE_P (optab_op2_mode))
+ {
+ need_same_oprnds = true;
+ first_op1 = gimple_assign_rhs2 (stmt);
+ }
+ }
+ }
+ }
+ else
+ {
+ if (first_stmt_code != rhs_code
+ && (first_stmt_code != IMAGPART_EXPR
+ || rhs_code != REALPART_EXPR)
+ && (first_stmt_code != REALPART_EXPR
+ || rhs_code != IMAGPART_EXPR))
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump,
+ "Build SLP failed: different operation in stmt ");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+
+ return false;
+ }
+
+ if (need_same_oprnds
+ && !operand_equal_p (first_op1, gimple_assign_rhs2 (stmt), 0))
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump,
+ "Build SLP failed: different shift arguments in ");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+
+ return false;
+ }
+ }
+
+ /* Strided store or load. */
+ if (STMT_VINFO_STRIDED_ACCESS (vinfo_for_stmt (stmt)))
+ {
+ if (REFERENCE_CLASS_P (lhs))
+ {
+ /* Store. */
+ if (!vect_get_and_check_slp_defs (loop_vinfo, *node, stmt,
+ &def_stmts0, &def_stmts1,
+ &first_stmt_dt0,
+ &first_stmt_dt1,
+ &first_stmt_def0_type,
+ &first_stmt_def1_type,
+ &first_stmt_const_oprnd,
+ ncopies_for_cost,
+ &pattern0, &pattern1))
+ return false;
+ }
+ else
+ {
+ /* Load. */
+ /* FORNOW: Check that there is no gap between the loads. */
+ if ((DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt)) == stmt
+ && DR_GROUP_GAP (vinfo_for_stmt (stmt)) != 0)
+ || (DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt)) != stmt
+ && DR_GROUP_GAP (vinfo_for_stmt (stmt)) != 1))
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump, "Build SLP failed: strided "
+ "loads have gaps ");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+
+ return false;
+ }
+
+ first_load = DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt));
+
+ if (first_load == stmt)
+ {
+ first_dr = STMT_VINFO_DATA_REF (vinfo_for_stmt (stmt));
+ if (vect_supportable_dr_alignment (first_dr)
+ == dr_unaligned_unsupported)
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump, "Build SLP failed: unsupported "
+ "unaligned load ");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+
+ return false;
+ }
+
+ /* Analyze costs (for the first stmt in the group). */
+ vect_model_load_cost (vinfo_for_stmt (stmt),
+ ncopies_for_cost, *node);
+ }
+
+ /* Store the place of this load in the interleaving chain. In
+ case that permutation is needed we later decide if a specific
+ permutation is supported. */
+ load_place = vect_get_place_in_interleaving_chain (stmt,
+ first_load);
+ if (load_place != i)
+ permutation = true;
+
+ VEC_safe_push (int, heap, *load_permutation, load_place);
+
+ /* We stop the tree when we reach a group of loads. */
+ stop_recursion = true;
+ continue;
+ }
+ } /* Strided access. */
+ else
+ {
+ if (TREE_CODE_CLASS (rhs_code) == tcc_reference)
+ {
+ /* Not strided load. */
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump, "Build SLP failed: not strided load ");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+
+ /* FORNOW: Not strided loads are not supported. */
+ return false;
+ }
+
+ /* Not memory operation. */
+ if (TREE_CODE_CLASS (rhs_code) != tcc_binary
+ && TREE_CODE_CLASS (rhs_code) != tcc_unary)
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump, "Build SLP failed: operation");
+ fprintf (vect_dump, " unsupported ");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+
+ return false;
+ }
+
+ /* Find the def-stmts. */
+ if (!vect_get_and_check_slp_defs (loop_vinfo, *node, stmt,
+ &def_stmts0, &def_stmts1,
+ &first_stmt_dt0, &first_stmt_dt1,
+ &first_stmt_def0_type,
+ &first_stmt_def1_type,
+ &first_stmt_const_oprnd,
+ ncopies_for_cost,
+ &pattern0, &pattern1))
+ return false;
+ }
+ }
+
+ /* Add the costs of the node to the overall instance costs. */
+ *inside_cost += SLP_TREE_INSIDE_OF_LOOP_COST (*node);
+ *outside_cost += SLP_TREE_OUTSIDE_OF_LOOP_COST (*node);
+
+ /* Strided loads were reached - stop the recursion. */
+ if (stop_recursion)
+ {
+ if (permutation)
+ {
+ VEC_safe_push (slp_tree, heap, *loads, *node);
+ *inside_cost += TARG_VEC_PERMUTE_COST * group_size;
+ }
+
+ return true;
+ }
+
+ /* Create SLP_TREE nodes for the definition node/s. */
+ if (first_stmt_dt0 == vect_loop_def)
+ {
+ slp_tree left_node = XNEW (struct _slp_tree);
+ SLP_TREE_SCALAR_STMTS (left_node) = def_stmts0;
+ SLP_TREE_VEC_STMTS (left_node) = NULL;
+ SLP_TREE_LEFT (left_node) = NULL;
+ SLP_TREE_RIGHT (left_node) = NULL;
+ SLP_TREE_OUTSIDE_OF_LOOP_COST (left_node) = 0;
+ SLP_TREE_INSIDE_OF_LOOP_COST (left_node) = 0;
+ if (!vect_build_slp_tree (loop_vinfo, &left_node, group_size,
+ inside_cost, outside_cost, ncopies_for_cost,
+ max_nunits, load_permutation, loads))
+ return false;
+
+ SLP_TREE_LEFT (*node) = left_node;
+ }
+
+ if (first_stmt_dt1 == vect_loop_def)
+ {
+ slp_tree right_node = XNEW (struct _slp_tree);
+ SLP_TREE_SCALAR_STMTS (right_node) = def_stmts1;
+ SLP_TREE_VEC_STMTS (right_node) = NULL;
+ SLP_TREE_LEFT (right_node) = NULL;
+ SLP_TREE_RIGHT (right_node) = NULL;
+ SLP_TREE_OUTSIDE_OF_LOOP_COST (right_node) = 0;
+ SLP_TREE_INSIDE_OF_LOOP_COST (right_node) = 0;
+ if (!vect_build_slp_tree (loop_vinfo, &right_node, group_size,
+ inside_cost, outside_cost, ncopies_for_cost,
+ max_nunits, load_permutation, loads))
+ return false;
+
+ SLP_TREE_RIGHT (*node) = right_node;
+ }
+
+ return true;
+}
+
+
+static void
+vect_print_slp_tree (slp_tree node)
+{
+ int i;
+ gimple stmt;
+
+ if (!node)
+ return;
+
+ fprintf (vect_dump, "node ");
+ for (i = 0; VEC_iterate (gimple, SLP_TREE_SCALAR_STMTS (node), i, stmt); i++)
+ {
+ fprintf (vect_dump, "\n\tstmt %d ", i);
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+ fprintf (vect_dump, "\n");
+
+ vect_print_slp_tree (SLP_TREE_LEFT (node));
+ vect_print_slp_tree (SLP_TREE_RIGHT (node));
+}
+
+
+/* Mark the tree rooted at NODE with MARK (PURE_SLP or HYBRID).
+ If MARK is HYBRID, it refers to a specific stmt in NODE (the stmt at index
+ J). Otherwise, MARK is PURE_SLP and J is -1, which indicates that all the
+ stmts in NODE are to be marked. */
+
+static void
+vect_mark_slp_stmts (slp_tree node, enum slp_vect_type mark, int j)
+{
+ int i;
+ gimple stmt;
+
+ if (!node)
+ return;
+
+ for (i = 0; VEC_iterate (gimple, SLP_TREE_SCALAR_STMTS (node), i, stmt); i++)
+ if (j < 0 || i == j)
+ STMT_SLP_TYPE (vinfo_for_stmt (stmt)) = mark;
+
+ vect_mark_slp_stmts (SLP_TREE_LEFT (node), mark, j);
+ vect_mark_slp_stmts (SLP_TREE_RIGHT (node), mark, j);
+}
+
+
+/* Check if the permutation required by the SLP INSTANCE is supported.
+ Reorganize the SLP nodes stored in SLP_INSTANCE_LOADS if needed. */
+
+static bool
+vect_supported_slp_permutation_p (slp_instance instance)
+{
+ slp_tree node = VEC_index (slp_tree, SLP_INSTANCE_LOADS (instance), 0);
+ gimple stmt = VEC_index (gimple, SLP_TREE_SCALAR_STMTS (node), 0);
+ gimple first_load = DR_GROUP_FIRST_DR (vinfo_for_stmt (stmt));
+ VEC (slp_tree, heap) *sorted_loads = NULL;
+ int index;
+ slp_tree *tmp_loads = NULL;
+ int group_size = SLP_INSTANCE_GROUP_SIZE (instance), i, j;
+ slp_tree load;
+
+ /* FORNOW: The only supported loads permutation is loads from the same
+ location in all the loads in the node, when the data-refs in
+ nodes of LOADS constitute an interleaving chain.
+ Sort the nodes according to the order of accesses in the chain. */
+ tmp_loads = (slp_tree *) xmalloc (sizeof (slp_tree) * group_size);
+ for (i = 0, j = 0;
+ VEC_iterate (int, SLP_INSTANCE_LOAD_PERMUTATION (instance), i, index)
+ && VEC_iterate (slp_tree, SLP_INSTANCE_LOADS (instance), j, load);
+ i += group_size, j++)
+ {
+ gimple scalar_stmt = VEC_index (gimple, SLP_TREE_SCALAR_STMTS (load), 0);
+ /* Check that the loads are all in the same interleaving chain. */
+ if (DR_GROUP_FIRST_DR (vinfo_for_stmt (scalar_stmt)) != first_load)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "Build SLP failed: unsupported data "
+ "permutation ");
+ print_gimple_stmt (vect_dump, scalar_stmt, 0, TDF_SLIM);
+ }
+
+ free (tmp_loads);
+ return false;
+ }
+
+ tmp_loads[index] = load;
+ }
+
+ sorted_loads = VEC_alloc (slp_tree, heap, group_size);
+ for (i = 0; i < group_size; i++)
+ VEC_safe_push (slp_tree, heap, sorted_loads, tmp_loads[i]);
+
+ VEC_free (slp_tree, heap, SLP_INSTANCE_LOADS (instance));
+ SLP_INSTANCE_LOADS (instance) = sorted_loads;
+ free (tmp_loads);
+
+ if (!vect_transform_slp_perm_load (stmt, NULL, NULL,
+ SLP_INSTANCE_UNROLLING_FACTOR (instance),
+ instance, true))
+ return false;
+
+ return true;
+}
+
+
+/* Check if the required load permutation is supported.
+ LOAD_PERMUTATION contains a list of indices of the loads.
+ In SLP this permutation is relative to the order of strided stores that are
+ the base of the SLP instance. */
+
+static bool
+vect_supported_load_permutation_p (slp_instance slp_instn, int group_size,
+ VEC (int, heap) *load_permutation)
+{
+ int i = 0, j, prev = -1, next, k;
+ bool supported;
+
+ /* FORNOW: permutations are only supported for loop-aware SLP. */
+ if (!slp_instn)
+ return false;
+
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump, "Load permutation ");
+ for (i = 0; VEC_iterate (int, load_permutation, i, next); i++)
+ fprintf (vect_dump, "%d ", next);
+ }
+
+ /* FORNOW: the only supported permutation is 0..01..1.. of length equal to
+ GROUP_SIZE and where each sequence of same drs is of GROUP_SIZE length as
+ well. */
+ if (VEC_length (int, load_permutation)
+ != (unsigned int) (group_size * group_size))
+ return false;
+
+ supported = true;
+ for (j = 0; j < group_size; j++)
+ {
+ for (i = j * group_size, k = 0;
+ VEC_iterate (int, load_permutation, i, next) && k < group_size;
+ i++, k++)
+ {
+ if (i != j * group_size && next != prev)
+ {
+ supported = false;
+ break;
+ }
+
+ prev = next;
+ }
+ }
+
+ if (supported && i == group_size * group_size
+ && vect_supported_slp_permutation_p (slp_instn))
+ return true;
+
+ return false;
+}
+
+
+/* Find the first load in the loop that belongs to INSTANCE.
+ When loads are in several SLP nodes, there can be a case in which the first
+ load does not appear in the first SLP node to be transformed, causing
+ incorrect order of statements. Since we generate all the loads together,
+ they must be inserted before the first load of the SLP instance and not
+ before the first load of the first node of the instance. */
+static gimple
+vect_find_first_load_in_slp_instance (slp_instance instance)
+{
+ int i, j;
+ slp_tree load_node;
+ gimple first_load = NULL, load;
+
+ for (i = 0;
+ VEC_iterate (slp_tree, SLP_INSTANCE_LOADS (instance), i, load_node);
+ i++)
+ for (j = 0;
+ VEC_iterate (gimple, SLP_TREE_SCALAR_STMTS (load_node), j, load);
+ j++)
+ first_load = get_earlier_stmt (load, first_load);
+
+ return first_load;
+}
+
+
+/* Analyze an SLP instance starting from a group of strided stores. Call
+ vect_build_slp_tree to build a tree of packed stmts if possible.
+ Return FALSE if it's impossible to SLP any stmt in the loop. */
+
+static bool
+vect_analyze_slp_instance (loop_vec_info loop_vinfo, gimple stmt)
+{
+ slp_instance new_instance;
+ slp_tree node = XNEW (struct _slp_tree);
+ unsigned int group_size = DR_GROUP_SIZE (vinfo_for_stmt (stmt));
+ unsigned int unrolling_factor = 1, nunits;
+ tree vectype, scalar_type;
+ gimple next;
+ unsigned int vectorization_factor = 0, ncopies;
+ bool slp_impossible = false;
+ int inside_cost = 0, outside_cost = 0, ncopies_for_cost;
+ unsigned int max_nunits = 0;
+ VEC (int, heap) *load_permutation;
+ VEC (slp_tree, heap) *loads;
+
+ scalar_type = TREE_TYPE (DR_REF (STMT_VINFO_DATA_REF (
+ vinfo_for_stmt (stmt))));
+ vectype = get_vectype_for_scalar_type (scalar_type);
+ if (!vectype)
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump, "Build SLP failed: unsupported data-type ");
+ print_generic_expr (vect_dump, scalar_type, TDF_SLIM);
+ }
+ return false;
+ }
+
+ nunits = TYPE_VECTOR_SUBPARTS (vectype);
+ vectorization_factor = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
+ ncopies = vectorization_factor / nunits;
+
+ /* Create a node (a root of the SLP tree) for the packed strided stores. */
+ SLP_TREE_SCALAR_STMTS (node) = VEC_alloc (gimple, heap, group_size);
+ next = stmt;
+ /* Collect the stores and store them in SLP_TREE_SCALAR_STMTS. */
+ while (next)
+ {
+ VEC_safe_push (gimple, heap, SLP_TREE_SCALAR_STMTS (node), next);
+ next = DR_GROUP_NEXT_DR (vinfo_for_stmt (next));
+ }
+
+ SLP_TREE_VEC_STMTS (node) = NULL;
+ SLP_TREE_NUMBER_OF_VEC_STMTS (node) = 0;
+ SLP_TREE_LEFT (node) = NULL;
+ SLP_TREE_RIGHT (node) = NULL;
+ SLP_TREE_OUTSIDE_OF_LOOP_COST (node) = 0;
+ SLP_TREE_INSIDE_OF_LOOP_COST (node) = 0;
+
+ /* Calculate the unrolling factor. */
+ unrolling_factor = least_common_multiple (nunits, group_size) / group_size;
+
+ /* Calculate the number of vector stmts to create based on the unrolling
+ factor (number of vectors is 1 if NUNITS >= GROUP_SIZE, and is
+ GROUP_SIZE / NUNITS otherwise. */
+ ncopies_for_cost = unrolling_factor * group_size / nunits;
+
+ load_permutation = VEC_alloc (int, heap, group_size * group_size);
+ loads = VEC_alloc (slp_tree, heap, group_size);
+
+ /* Build the tree for the SLP instance. */
+ if (vect_build_slp_tree (loop_vinfo, &node, group_size, &inside_cost,
+ &outside_cost, ncopies_for_cost, &max_nunits,
+ &load_permutation, &loads))
+ {
+ /* Create a new SLP instance. */
+ new_instance = XNEW (struct _slp_instance);
+ SLP_INSTANCE_TREE (new_instance) = node;
+ SLP_INSTANCE_GROUP_SIZE (new_instance) = group_size;
+ /* Calculate the unrolling factor based on the smallest type in the
+ loop. */
+ if (max_nunits > nunits)
+ unrolling_factor = least_common_multiple (max_nunits, group_size)
+ / group_size;
+
+ SLP_INSTANCE_UNROLLING_FACTOR (new_instance) = unrolling_factor;
+ SLP_INSTANCE_OUTSIDE_OF_LOOP_COST (new_instance) = outside_cost;
+ SLP_INSTANCE_INSIDE_OF_LOOP_COST (new_instance) = inside_cost;
+ SLP_INSTANCE_LOADS (new_instance) = loads;
+ SLP_INSTANCE_FIRST_LOAD_STMT (new_instance) = NULL;
+ SLP_INSTANCE_LOAD_PERMUTATION (new_instance) = load_permutation;
+ if (VEC_length (slp_tree, loads))
+ {
+ if (!vect_supported_load_permutation_p (new_instance, group_size,
+ load_permutation))
+ {
+ if (vect_print_dump_info (REPORT_SLP))
+ {
+ fprintf (vect_dump, "Build SLP failed: unsupported load "
+ "permutation ");
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
+ }
+
+ vect_free_slp_instance (new_instance);
+ return false;
}
- return false;
- }
- /* FORNOW: we handle only interleaving that is a power of 2. */
- if (exact_log2 (stride) == -1)
- {
- if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "interleaving is not a power of 2");
- return false;
- }
- DR_GROUP_SIZE (vinfo_for_stmt (stmt)) = stride;
- }
- return true;
-}
+ SLP_INSTANCE_FIRST_LOAD_STMT (new_instance)
+ = vect_find_first_load_in_slp_instance (new_instance);
+ }
+ else
+ VEC_free (int, heap, SLP_INSTANCE_LOAD_PERMUTATION (new_instance));
+ VEC_safe_push (slp_instance, heap, LOOP_VINFO_SLP_INSTANCES (loop_vinfo),
+ new_instance);
+ if (vect_print_dump_info (REPORT_SLP))
+ vect_print_slp_tree (node);
-/* Function vect_analyze_data_ref_accesses.
+ return true;
+ }
- Analyze the access pattern of all the data references in the loop.
+ /* Failed to SLP. */
+ /* Free the allocated memory. */
+ vect_free_slp_tree (node);
+ VEC_free (int, heap, load_permutation);
+ VEC_free (slp_tree, heap, loads);
+
+ if (slp_impossible)
+ return false;
- FORNOW: the only access pattern that is considered vectorizable is a
- simple step 1 (consecutive) access.
+ /* SLP failed for this instance, but it is still possible to SLP other stmts
+ in the loop. */
+ return true;
+}
- FORNOW: handle only arrays and pointer accesses. */
+
+/* Check if there are stmts in the loop can be vectorized using SLP. Build SLP
+ trees of packed scalar stmts if SLP is possible. */
static bool
-vect_analyze_data_ref_accesses (loop_vec_info loop_vinfo)
+vect_analyze_slp (loop_vec_info loop_vinfo)
{
unsigned int i;
- VEC (data_reference_p, heap) *datarefs = LOOP_VINFO_DATAREFS (loop_vinfo);
- struct data_reference *dr;
+ VEC (gimple, heap) *strided_stores = LOOP_VINFO_STRIDED_STORES (loop_vinfo);
+ gimple store;
- if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "=== vect_analyze_data_ref_accesses ===");
+ if (vect_print_dump_info (REPORT_SLP))
+ fprintf (vect_dump, "=== vect_analyze_slp ===");
- for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
- if (!vect_analyze_data_ref_access (dr))
+ for (i = 0; VEC_iterate (gimple, strided_stores, i, store); i++)
+ if (!vect_analyze_slp_instance (loop_vinfo, store))
{
- if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
- fprintf (vect_dump, "not vectorized: complicated access pattern.");
+ /* SLP failed. No instance can be SLPed in the loop. */
+ if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
+ fprintf (vect_dump, "SLP failed.");
+
return false;
}
}
+/* For each possible SLP instance decide whether to SLP it and calculate overall
+ unrolling factor needed to SLP the loop. */
+
+static void
+vect_make_slp_decision (loop_vec_info loop_vinfo)
+{
+ unsigned int i, unrolling_factor = 1;
+ VEC (slp_instance, heap) *slp_instances = LOOP_VINFO_SLP_INSTANCES (loop_vinfo);
+ slp_instance instance;
+ int decided_to_slp = 0;
+
+ if (vect_print_dump_info (REPORT_SLP))
+ fprintf (vect_dump, "=== vect_make_slp_decision ===");
+
+ for (i = 0; VEC_iterate (slp_instance, slp_instances, i, instance); i++)
+ {
+ /* FORNOW: SLP if you can. */
+ if (unrolling_factor < SLP_INSTANCE_UNROLLING_FACTOR (instance))
+ unrolling_factor = SLP_INSTANCE_UNROLLING_FACTOR (instance);
+
+ /* Mark all the stmts that belong to INSTANCE as PURE_SLP stmts. Later we
+ call vect_detect_hybrid_slp () to find stmts that need hybrid SLP and
+ loop-based vectorization. Such stmts will be marked as HYBRID. */
+ vect_mark_slp_stmts (SLP_INSTANCE_TREE (instance), pure_slp, -1);
+ decided_to_slp++;
+ }
+
+ LOOP_VINFO_SLP_UNROLLING_FACTOR (loop_vinfo) = unrolling_factor;
+
+ if (decided_to_slp && vect_print_dump_info (REPORT_SLP))
+ fprintf (vect_dump, "Decided to SLP %d instances. Unrolling factor %d",
+ decided_to_slp, unrolling_factor);
+}
+
+
+/* Find stmts that must be both vectorized and SLPed (since they feed stmts that
+ can't be SLPed) in the tree rooted at NODE. Mark such stmts as HYBRID. */
+
+static void
+vect_detect_hybrid_slp_stmts (slp_tree node)
+{
+ int i;
+ gimple stmt;
+ imm_use_iterator imm_iter;
+ gimple use_stmt;
+
+ if (!node)
+ return;
+
+ for (i = 0; VEC_iterate (gimple, SLP_TREE_SCALAR_STMTS (node), i, stmt); i++)
+ if (PURE_SLP_STMT (vinfo_for_stmt (stmt))
+ && TREE_CODE (gimple_op (stmt, 0)) == SSA_NAME)
+ FOR_EACH_IMM_USE_STMT (use_stmt, imm_iter, gimple_op (stmt, 0))
+ if (vinfo_for_stmt (use_stmt)
+ && !STMT_SLP_TYPE (vinfo_for_stmt (use_stmt))
+ && STMT_VINFO_RELEVANT (vinfo_for_stmt (use_stmt)))
+ vect_mark_slp_stmts (node, hybrid, i);
+
+ vect_detect_hybrid_slp_stmts (SLP_TREE_LEFT (node));
+ vect_detect_hybrid_slp_stmts (SLP_TREE_RIGHT (node));
+}
+
+
+/* Find stmts that must be both vectorized and SLPed. */
+
+static void
+vect_detect_hybrid_slp (loop_vec_info loop_vinfo)
+{
+ unsigned int i;
+ VEC (slp_instance, heap) *slp_instances = LOOP_VINFO_SLP_INSTANCES (loop_vinfo);
+ slp_instance instance;
+
+ if (vect_print_dump_info (REPORT_SLP))
+ fprintf (vect_dump, "=== vect_detect_hybrid_slp ===");
+
+ for (i = 0; VEC_iterate (slp_instance, slp_instances, i, instance); i++)
+ vect_detect_hybrid_slp_stmts (SLP_INSTANCE_TREE (instance));
+}
+
+
/* Function vect_analyze_data_refs.
Find all the data references in the loop.
for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
{
- tree stmt;
+ gimple stmt;
stmt_vec_info stmt_info;
+ basic_block bb;
+ tree base, offset, init;
if (!dr || !DR_REF (dr))
{
fprintf (vect_dump, "not vectorized: unhandled data-ref ");
return false;
}
-
- /* Update DR field in stmt_vec_info struct. */
+
stmt = DR_STMT (dr);
stmt_info = vinfo_for_stmt (stmt);
- if (STMT_VINFO_DATA_REF (stmt_info))
- {
- if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
- {
- fprintf (vect_dump,
- "not vectorized: more than one data ref in stmt: ");
- print_generic_expr (vect_dump, stmt, TDF_SLIM);
- }
- return false;
- }
- STMT_VINFO_DATA_REF (stmt_info) = dr;
-
/* Check that analysis of the data-ref succeeded. */
if (!DR_BASE_ADDRESS (dr) || !DR_OFFSET (dr) || !DR_INIT (dr)
- || !DR_STEP (dr))
+ || !DR_STEP (dr))
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
{
fprintf (vect_dump, "not vectorized: data ref analysis failed ");
- print_generic_expr (vect_dump, stmt, TDF_SLIM);
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
}
return false;
}
}
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 (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, 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, 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_LOOPS))
+ {
+ 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) =
{
fprintf (vect_dump,
"not vectorized: no vectype for stmt: ");
- print_generic_expr (vect_dump, stmt, TDF_SLIM);
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
fprintf (vect_dump, " scalar_type: ");
print_generic_expr (vect_dump, scalar_type, TDF_DETAILS);
}
Mark STMT as "relevant for vectorization" and add it to WORKLIST. */
static void
-vect_mark_relevant (VEC(tree,heap) **worklist, tree stmt,
+vect_mark_relevant (VEC(gimple,heap) **worklist, gimple stmt,
enum vect_relevant relevant, bool live_p)
{
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
if (STMT_VINFO_IN_PATTERN_P (stmt_info))
{
- tree pattern_stmt;
+ gimple pattern_stmt;
/* This is the last stmt in a sequence that was detected as a
pattern that can potentially be vectorized. Don't mark the stmt
- as relevant/live because it's not going to vectorized.
+ as relevant/live because it's not going to be vectorized.
Instead mark the pattern-stmt that replaces it. */
+
+ pattern_stmt = STMT_VINFO_RELATED_STMT (stmt_info);
+
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "last stmt in pattern. don't mark relevant/live.");
- pattern_stmt = STMT_VINFO_RELATED_STMT (stmt_info);
stmt_info = vinfo_for_stmt (pattern_stmt);
gcc_assert (STMT_VINFO_RELATED_STMT (stmt_info) == stmt);
save_relevant = STMT_VINFO_RELEVANT (stmt_info);
return;
}
- VEC_safe_push (tree, heap, *worklist, stmt);
+ VEC_safe_push (gimple, heap, *worklist, stmt);
}
CHECKME: what other side effects would the vectorizer allow? */
static bool
-vect_stmt_relevant_p (tree stmt, loop_vec_info loop_vinfo,
+vect_stmt_relevant_p (gimple stmt, loop_vec_info loop_vinfo,
enum vect_relevant *relevant, bool *live_p)
{
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
*live_p = false;
/* cond stmt other than loop exit cond. */
- if (is_ctrl_stmt (stmt) && (stmt != LOOP_VINFO_EXIT_COND (loop_vinfo)))
+ if (is_ctrl_stmt (stmt)
+ && STMT_VINFO_TYPE (vinfo_for_stmt (stmt)) != loop_exit_ctrl_vec_info_type)
*relevant = vect_used_in_loop;
/* changing memory. */
- if (TREE_CODE (stmt) != PHI_NODE)
+ if (gimple_code (stmt) != GIMPLE_PHI)
if (!ZERO_SSA_OPERANDS (stmt, SSA_OP_VIRTUAL_DEFS))
{
if (vect_print_dump_info (REPORT_DETAILS))
{
FOR_EACH_IMM_USE_FAST (use_p, imm_iter, DEF_FROM_PTR (def_p))
{
- basic_block bb = bb_for_stmt (USE_STMT (use_p));
+ basic_block bb = gimple_bb (USE_STMT (use_p));
if (!flow_bb_inside_loop_p (loop, bb))
{
if (vect_print_dump_info (REPORT_DETAILS))
/* We expect all such uses to be in the loop exit phis
(because of loop closed form) */
- gcc_assert (TREE_CODE (USE_STMT (use_p)) == PHI_NODE);
+ gcc_assert (gimple_code (USE_STMT (use_p)) == GIMPLE_PHI);
gcc_assert (bb == single_exit (loop)->dest);
*live_p = true;
Inputs:
- a USE in STMT in a loop represented by LOOP_VINFO
- LIVE_P, RELEVANT - enum values to be set in the STMT_VINFO of the stmt
- that defined USE. This is dont by calling mark_relevant and passing it
- the WORKLIST (to add DEF_STMT to the WORKlist in case itis relevant).
+ that defined USE. This is done by calling mark_relevant and passing it
+ the WORKLIST (to add DEF_STMT to the WORKLIST in case it is relevant).
Outputs:
Generally, LIVE_P and RELEVANT are used to define the liveness and
of the respective DEF_STMT is left unchanged.
- case 2: If STMT is a reduction phi and DEF_STMT is a reduction stmt, we
skip DEF_STMT cause it had already been processed.
+ - case 3: If DEF_STMT and STMT are in different nests, then "relevant" will
+ be modified accordingly.
Return true if everything is as expected. Return false otherwise. */
static bool
-process_use (tree stmt, tree use, loop_vec_info loop_vinfo, bool live_p,
- enum vect_relevant relevant, VEC(tree,heap) **worklist)
+process_use (gimple stmt, tree use, loop_vec_info loop_vinfo, bool live_p,
+ enum vect_relevant relevant, VEC(gimple,heap) **worklist)
{
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
stmt_vec_info stmt_vinfo = vinfo_for_stmt (stmt);
stmt_vec_info dstmt_vinfo;
- basic_block def_bb;
- tree def, def_stmt;
+ basic_block bb, def_bb;
+ tree def;
+ gimple def_stmt;
enum vect_def_type dt;
/* case 1: we are only interested in uses that need to be vectorized. Uses
return false;
}
- if (!def_stmt || IS_EMPTY_STMT (def_stmt))
+ if (!def_stmt || gimple_nop_p (def_stmt))
return true;
- def_bb = bb_for_stmt (def_stmt);
+ def_bb = gimple_bb (def_stmt);
if (!flow_bb_inside_loop_p (loop, def_bb))
- return true;
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "def_stmt is out of loop.");
+ return true;
+ }
- /* case 2: A reduction phi defining a reduction stmt (DEF_STMT). DEF_STMT
- must have already been processed, so we just check that everything is as
- expected, and we are done. */
+ /* case 2: A reduction phi (STMT) defined by a reduction stmt (DEF_STMT).
+ DEF_STMT must have already been processed, because this should be the
+ only way that STMT, which is a reduction-phi, was put in the worklist,
+ as there should be no other uses for DEF_STMT in the loop. So we just
+ check that everything is as expected, and we are done. */
dstmt_vinfo = vinfo_for_stmt (def_stmt);
- if (TREE_CODE (stmt) == PHI_NODE
+ bb = gimple_bb (stmt);
+ if (gimple_code (stmt) == GIMPLE_PHI
&& STMT_VINFO_DEF_TYPE (stmt_vinfo) == vect_reduction_def
- && TREE_CODE (def_stmt) != PHI_NODE
- && STMT_VINFO_DEF_TYPE (dstmt_vinfo) == vect_reduction_def)
+ && gimple_code (def_stmt) != GIMPLE_PHI
+ && STMT_VINFO_DEF_TYPE (dstmt_vinfo) == vect_reduction_def
+ && bb->loop_father == def_bb->loop_father)
{
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "reduc-stmt defining reduc-phi in the same nest.");
if (STMT_VINFO_IN_PATTERN_P (dstmt_vinfo))
dstmt_vinfo = vinfo_for_stmt (STMT_VINFO_RELATED_STMT (dstmt_vinfo));
gcc_assert (STMT_VINFO_RELEVANT (dstmt_vinfo) < vect_used_by_reduction);
return true;
}
+ /* case 3a: outer-loop stmt defining an inner-loop stmt:
+ outer-loop-header-bb:
+ d = def_stmt
+ inner-loop:
+ stmt # use (d)
+ outer-loop-tail-bb:
+ ... */
+ if (flow_loop_nested_p (def_bb->loop_father, bb->loop_father))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "outer-loop def-stmt defining inner-loop stmt.");
+ switch (relevant)
+ {
+ case vect_unused_in_loop:
+ relevant = (STMT_VINFO_DEF_TYPE (stmt_vinfo) == vect_reduction_def) ?
+ vect_used_by_reduction : vect_unused_in_loop;
+ break;
+ case vect_used_in_outer_by_reduction:
+ relevant = vect_used_by_reduction;
+ break;
+ case vect_used_in_outer:
+ relevant = vect_used_in_loop;
+ break;
+ case vect_used_by_reduction:
+ case vect_used_in_loop:
+ break;
+
+ default:
+ gcc_unreachable ();
+ }
+ }
+
+ /* case 3b: inner-loop stmt defining an outer-loop stmt:
+ outer-loop-header-bb:
+ ...
+ inner-loop:
+ d = def_stmt
+ outer-loop-tail-bb:
+ stmt # use (d) */
+ else if (flow_loop_nested_p (bb->loop_father, def_bb->loop_father))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "inner-loop def-stmt defining outer-loop stmt.");
+ switch (relevant)
+ {
+ case vect_unused_in_loop:
+ relevant = (STMT_VINFO_DEF_TYPE (stmt_vinfo) == vect_reduction_def) ?
+ vect_used_in_outer_by_reduction : vect_unused_in_loop;
+ break;
+
+ case vect_used_in_outer_by_reduction:
+ case vect_used_in_outer:
+ break;
+
+ case vect_used_by_reduction:
+ relevant = vect_used_in_outer_by_reduction;
+ break;
+
+ case vect_used_in_loop:
+ relevant = vect_used_in_outer;
+ break;
+
+ default:
+ gcc_unreachable ();
+ }
+ }
+
vect_mark_relevant (worklist, def_stmt, relevant, live_p);
return true;
}
static bool
vect_mark_stmts_to_be_vectorized (loop_vec_info loop_vinfo)
{
- VEC(tree,heap) *worklist;
+ VEC(gimple,heap) *worklist;
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
basic_block *bbs = LOOP_VINFO_BBS (loop_vinfo);
unsigned int nbbs = loop->num_nodes;
- block_stmt_iterator si;
- tree stmt;
- stmt_ann_t ann;
+ gimple_stmt_iterator si;
+ gimple stmt;
unsigned int i;
stmt_vec_info stmt_vinfo;
basic_block bb;
- tree phi;
+ gimple phi;
bool live_p;
enum vect_relevant relevant;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_mark_stmts_to_be_vectorized ===");
- worklist = VEC_alloc (tree, heap, 64);
+ worklist = VEC_alloc (gimple, heap, 64);
/* 1. Init worklist. */
for (i = 0; i < nbbs; i++)
{
bb = bbs[i];
- for (phi = phi_nodes (bb); phi; phi = PHI_CHAIN (phi))
+ for (si = gsi_start_phis (bb); !gsi_end_p (si); gsi_next (&si))
{
+ phi = gsi_stmt (si);
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "init: phi relevant? ");
- print_generic_expr (vect_dump, phi, TDF_SLIM);
+ print_gimple_stmt (vect_dump, phi, 0, TDF_SLIM);
}
if (vect_stmt_relevant_p (phi, loop_vinfo, &relevant, &live_p))
vect_mark_relevant (&worklist, phi, relevant, live_p);
}
- for (si = bsi_start (bb); !bsi_end_p (si); bsi_next (&si))
+ for (si = gsi_start_bb (bb); !gsi_end_p (si); gsi_next (&si))
{
- stmt = bsi_stmt (si);
+ stmt = gsi_stmt (si);
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "init: stmt relevant? ");
- print_generic_expr (vect_dump, stmt, TDF_SLIM);
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
}
if (vect_stmt_relevant_p (stmt, loop_vinfo, &relevant, &live_p))
}
/* 2. Process_worklist */
- while (VEC_length (tree, worklist) > 0)
+ while (VEC_length (gimple, worklist) > 0)
{
use_operand_p use_p;
ssa_op_iter iter;
- stmt = VEC_pop (tree, worklist);
+ stmt = VEC_pop (gimple, worklist);
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "worklist: examine stmt: ");
- print_generic_expr (vect_dump, stmt, TDF_SLIM);
+ print_gimple_stmt (vect_dump, stmt, 0, TDF_SLIM);
}
/* Examine the USEs of STMT. For each USE, mark the stmt that defines it
(DEF_STMT) as relevant/irrelevant and live/dead according to the
liveness and relevance properties of STMT. */
- ann = stmt_ann (stmt);
stmt_vinfo = vinfo_for_stmt (stmt);
relevant = STMT_VINFO_RELEVANT (stmt_vinfo);
live_p = STMT_VINFO_LIVE_P (stmt_vinfo);
identify stmts that are used solely by a reduction, and therefore the
order of the results that they produce does not have to be kept.
- Reduction phis are expected to be used by a reduction stmt; Other
- reduction stmts are expected to be unused in the loop. These are the
- expected values of "relevant" for reduction phis/stmts in the loop:
+ Reduction phis are expected to be used by a reduction stmt, or by
+ in an outer loop; Other reduction stmts are expected to be
+ in the loop, and possibly used by a stmt in an outer loop.
+ Here are the expected values of "relevant" for reduction phis/stmts:
relevance: phi stmt
vect_unused_in_loop ok
+ vect_used_in_outer_by_reduction ok ok
+ vect_used_in_outer ok ok
vect_used_by_reduction ok
vect_used_in_loop */
if (STMT_VINFO_DEF_TYPE (stmt_vinfo) == vect_reduction_def)
{
- switch (relevant)
+ enum vect_relevant tmp_relevant = relevant;
+ switch (tmp_relevant)
{
case vect_unused_in_loop:
- gcc_assert (TREE_CODE (stmt) != PHI_NODE);
+ gcc_assert (gimple_code (stmt) != GIMPLE_PHI);
+ relevant = vect_used_by_reduction;
+ break;
+
+ case vect_used_in_outer_by_reduction:
+ case vect_used_in_outer:
+ gcc_assert (gimple_code (stmt) != GIMPLE_ASSIGN
+ || (gimple_assign_rhs_code (stmt) != WIDEN_SUM_EXPR
+ && (gimple_assign_rhs_code (stmt)
+ != DOT_PROD_EXPR)));
break;
+
case vect_used_by_reduction:
- if (TREE_CODE (stmt) == PHI_NODE)
+ if (gimple_code (stmt) == GIMPLE_PHI)
break;
+ /* fall through */
case vect_used_in_loop:
default:
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "unsupported use of reduction.");
- VEC_free (tree, heap, worklist);
+ VEC_free (gimple, heap, worklist);
return false;
}
- relevant = vect_used_by_reduction;
live_p = false;
}
tree op = USE_FROM_PTR (use_p);
if (!process_use (stmt, op, loop_vinfo, live_p, relevant, &worklist))
{
- VEC_free (tree, heap, worklist);
+ VEC_free (gimple, heap, worklist);
return false;
}
}
} /* while worklist */
- VEC_free (tree, heap, worklist);
+ VEC_free (gimple, heap, worklist);
return true;
}
{
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
basic_block bb = loop->header;
- tree phi;
+ gimple phi;
+ gimple_stmt_iterator gsi;
/* Analyze phi functions of the loop header. */
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "vect_can_advance_ivs_p:");
- for (phi = phi_nodes (bb); phi; phi = PHI_CHAIN (phi))
+ for (gsi = gsi_start_phis (bb); !gsi_end_p (gsi); gsi_next (&gsi))
{
tree access_fn = NULL;
tree evolution_part;
+ phi = gsi_stmt (gsi);
if (vect_print_dump_info (REPORT_DETAILS))
{
fprintf (vect_dump, "Analyze phi: ");
- print_generic_expr (vect_dump, phi, TDF_SLIM);
+ print_gimple_stmt (vect_dump, phi, 0, TDF_SLIM);
}
/* Skip virtual phi's. The data dependences that are associated with
can be constructed, place it in NUMBER_OF_ITERATIONS.
Return the loop exit condition. */
-static tree
+static gimple
vect_get_loop_niters (struct loop *loop, tree *number_of_iterations)
{
tree niters;
}
+/* Function vect_analyze_loop_1.
+
+ Apply a set of analyses on LOOP, and create a loop_vec_info struct
+ for it. The different analyses will record information in the
+ loop_vec_info struct. This is a subset of the analyses applied in
+ vect_analyze_loop, to be applied on an inner-loop nested in the loop
+ that is now considered for (outer-loop) vectorization. */
+
+static loop_vec_info
+vect_analyze_loop_1 (struct loop *loop)
+{
+ loop_vec_info loop_vinfo;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "===== analyze_loop_nest_1 =====");
+
+ /* Check the CFG characteristics of the loop (nesting, entry/exit, etc. */
+
+ loop_vinfo = vect_analyze_loop_form (loop);
+ if (!loop_vinfo)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "bad inner-loop form.");
+ return NULL;
+ }
+
+ return loop_vinfo;
+}
+
+
/* Function vect_analyze_loop_form.
- Verify the following restrictions (some may be relaxed in the future):
- - it's an inner-most loop
- - number of BBs = 2 (which are the loop header and the latch)
+ Verify that certain CFG restrictions hold, including:
- the loop has a pre-header
- the loop has a single entry and exit
- the loop exit condition is simple enough, and the number of iterations
can be analyzed (a countable loop). */
-static loop_vec_info
+loop_vec_info
vect_analyze_loop_form (struct loop *loop)
{
loop_vec_info loop_vinfo;
- tree loop_cond;
+ gimple loop_cond;
tree number_of_iterations = NULL;
+ loop_vec_info inner_loop_vinfo = NULL;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_analyze_loop_form ===");
- if (loop->inner)
+ /* Different restrictions apply when we are considering an inner-most loop,
+ vs. an outer (nested) loop.
+ (FORNOW. May want to relax some of these restrictions in the future). */
+
+ if (!loop->inner)
{
- if (vect_print_dump_info (REPORT_OUTER_LOOPS))
- fprintf (vect_dump, "not vectorized: nested loop.");
+ /* Inner-most loop. We currently require that the number of BBs is
+ exactly 2 (the header and latch). Vectorizable inner-most loops
+ look like this:
+
+ (pre-header)
+ |
+ header <--------+
+ | | |
+ | +--> latch --+
+ |
+ (exit-bb) */
+
+ if (loop->num_nodes != 2)
+ {
+ if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
+ fprintf (vect_dump, "not vectorized: too many BBs in loop.");
+ return NULL;
+ }
+
+ if (empty_block_p (loop->header))
+ {
+ if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
+ fprintf (vect_dump, "not vectorized: empty loop.");
return NULL;
}
+ }
+ else
+ {
+ struct loop *innerloop = loop->inner;
+ edge backedge, entryedge;
+
+ /* Nested loop. We currently require that the loop is doubly-nested,
+ contains a single inner loop, and the number of BBs is exactly 5.
+ Vectorizable outer-loops look like this:
+
+ (pre-header)
+ |
+ header <---+
+ | |
+ inner-loop |
+ | |
+ tail ------+
+ |
+ (exit-bb)
+
+ The inner-loop has the properties expected of inner-most loops
+ as described above. */
+
+ if ((loop->inner)->inner || (loop->inner)->next)
+ {
+ if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
+ fprintf (vect_dump, "not vectorized: multiple nested loops.");
+ return NULL;
+ }
+
+ /* Analyze the inner-loop. */
+ inner_loop_vinfo = vect_analyze_loop_1 (loop->inner);
+ if (!inner_loop_vinfo)
+ {
+ if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
+ fprintf (vect_dump, "not vectorized: Bad inner loop.");
+ return NULL;
+ }
+
+ if (!expr_invariant_in_loop_p (loop,
+ LOOP_VINFO_NITERS (inner_loop_vinfo)))
+ {
+ if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
+ fprintf (vect_dump,
+ "not vectorized: inner-loop count not invariant.");
+ destroy_loop_vec_info (inner_loop_vinfo, true);
+ return NULL;
+ }
+
+ if (loop->num_nodes != 5)
+ {
+ if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
+ fprintf (vect_dump, "not vectorized: too many BBs in loop.");
+ destroy_loop_vec_info (inner_loop_vinfo, true);
+ return NULL;
+ }
+
+ gcc_assert (EDGE_COUNT (innerloop->header->preds) == 2);
+ backedge = EDGE_PRED (innerloop->header, 1);
+ entryedge = EDGE_PRED (innerloop->header, 0);
+ if (EDGE_PRED (innerloop->header, 0)->src == innerloop->latch)
+ {
+ backedge = EDGE_PRED (innerloop->header, 0);
+ entryedge = EDGE_PRED (innerloop->header, 1);
+ }
+
+ if (entryedge->src != loop->header
+ || !single_exit (innerloop)
+ || single_exit (innerloop)->dest != EDGE_PRED (loop->latch, 0)->src)
+ {
+ if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
+ fprintf (vect_dump, "not vectorized: unsupported outerloop form.");
+ destroy_loop_vec_info (inner_loop_vinfo, true);
+ return NULL;
+ }
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "Considering outer-loop vectorization.");
+ }
if (!single_exit (loop)
- || loop->num_nodes != 2
|| EDGE_COUNT (loop->header->preds) != 2)
{
if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
{
if (!single_exit (loop))
fprintf (vect_dump, "not vectorized: multiple exits.");
- else if (loop->num_nodes != 2)
- fprintf (vect_dump, "not vectorized: too many BBs in loop.");
else if (EDGE_COUNT (loop->header->preds) != 2)
fprintf (vect_dump, "not vectorized: too many incoming edges.");
}
-
+ if (inner_loop_vinfo)
+ destroy_loop_vec_info (inner_loop_vinfo, true);
return NULL;
}
{
if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
fprintf (vect_dump, "not vectorized: unexpected loop form.");
+ if (inner_loop_vinfo)
+ destroy_loop_vec_info (inner_loop_vinfo, true);
return NULL;
}
{
if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
fprintf (vect_dump, "not vectorized: abnormal loop exit edge.");
+ if (inner_loop_vinfo)
+ destroy_loop_vec_info (inner_loop_vinfo, true);
return NULL;
}
}
- if (empty_block_p (loop->header))
- {
- if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
- fprintf (vect_dump, "not vectorized: empty loop.");
- return NULL;
- }
-
loop_cond = vect_get_loop_niters (loop, &number_of_iterations);
if (!loop_cond)
{
if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
fprintf (vect_dump, "not vectorized: complicated exit condition.");
+ if (inner_loop_vinfo)
+ destroy_loop_vec_info (inner_loop_vinfo, true);
return NULL;
}
if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
fprintf (vect_dump,
"not vectorized: number of iterations cannot be computed.");
+ if (inner_loop_vinfo)
+ destroy_loop_vec_info (inner_loop_vinfo, true);
return NULL;
}
{
if (vect_print_dump_info (REPORT_BAD_FORM_LOOPS))
fprintf (vect_dump, "Infinite number of iterations.");
- return false;
+ if (inner_loop_vinfo)
+ destroy_loop_vec_info (inner_loop_vinfo, true);
+ return NULL;
}
if (!NITERS_KNOWN_P (number_of_iterations))
{
if (vect_print_dump_info (REPORT_UNVECTORIZED_LOOPS))
fprintf (vect_dump, "not vectorized: number of iterations = 0.");
+ if (inner_loop_vinfo)
+ destroy_loop_vec_info (inner_loop_vinfo, false);
return NULL;
}
loop_vinfo = new_loop_vec_info (loop);
LOOP_VINFO_NITERS (loop_vinfo) = number_of_iterations;
- LOOP_VINFO_EXIT_COND (loop_vinfo) = loop_cond;
+ LOOP_VINFO_NITERS_UNCHANGED (loop_vinfo) = number_of_iterations;
+
+ STMT_VINFO_TYPE (vinfo_for_stmt (loop_cond)) = loop_exit_ctrl_vec_info_type;
+
+ /* CHECKME: May want to keep it around it in the future. */
+ if (inner_loop_vinfo)
+ destroy_loop_vec_info (inner_loop_vinfo, false);
gcc_assert (!loop->aux);
loop->aux = loop_vinfo;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "===== analyze_loop_nest =====");
+ if (loop_outer (loop)
+ && loop_vec_info_for_loop (loop_outer (loop))
+ && LOOP_VINFO_VECTORIZABLE_P (loop_vec_info_for_loop (loop_outer (loop))))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "outer-loop already vectorized.");
+ return NULL;
+ }
+
/* Check the CFG characteristics of the loop (nesting, entry/exit, etc. */
loop_vinfo = vect_analyze_loop_form (loop);
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "bad data references.");
- destroy_loop_vec_info (loop_vinfo);
+ destroy_loop_vec_info (loop_vinfo, true);
return NULL;
}
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "unexpected pattern.");
- destroy_loop_vec_info (loop_vinfo);
+ destroy_loop_vec_info (loop_vinfo, true);
return NULL;
}
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "bad data alignment.");
- destroy_loop_vec_info (loop_vinfo);
+ destroy_loop_vec_info (loop_vinfo, true);
return NULL;
}
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "can't determine vectorization factor.");
- destroy_loop_vec_info (loop_vinfo);
+ destroy_loop_vec_info (loop_vinfo, true);
return NULL;
}
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "bad data dependence.");
- destroy_loop_vec_info (loop_vinfo);
+ destroy_loop_vec_info (loop_vinfo, true);
return NULL;
}
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "bad data access.");
- destroy_loop_vec_info (loop_vinfo);
+ destroy_loop_vec_info (loop_vinfo, true);
+ return NULL;
+ }
+
+ /* Prune the list of ddrs to be tested at run-time by versioning for alias.
+ It is important to call pruning after vect_analyze_data_ref_accesses,
+ since we use grouping information gathered by interleaving analysis. */
+ ok = vect_prune_runtime_alias_test_list (loop_vinfo);
+ if (!ok)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "too long list of versioning for alias "
+ "run-time tests.");
+ destroy_loop_vec_info (loop_vinfo, true);
return NULL;
}
+ /* Check the SLP opportunities in the loop, analyze and build SLP trees. */
+ ok = vect_analyze_slp (loop_vinfo);
+ if (ok)
+ {
+ /* Decide which possible SLP instances to SLP. */
+ vect_make_slp_decision (loop_vinfo);
+
+ /* Find stmts that need to be both vectorized and SLPed. */
+ vect_detect_hybrid_slp (loop_vinfo);
+ }
+
/* This pass will decide on using loop versioning and/or loop peeling in
order to enhance the alignment of data references in the loop. */
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "bad data alignment.");
- destroy_loop_vec_info (loop_vinfo);
+ destroy_loop_vec_info (loop_vinfo, true);
return NULL;
}
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "bad operation or unsupported loop bound.");
- destroy_loop_vec_info (loop_vinfo);
+ destroy_loop_vec_info (loop_vinfo, true);
return NULL;
}
OSDN Git Service
