/* Transformation Utilities for Loop Vectorization.
- Copyright (C) 2003,2004,2005,2006 Free Software Foundation, Inc.
+ Copyright (C) 2003, 2004, 2005, 2006, 2007 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 "cfgloop.h"
#include "expr.h"
#include "optabs.h"
+#include "params.h"
#include "recog.h"
#include "tree-data-ref.h"
#include "tree-chrec.h"
static bool vect_transform_stmt (tree, block_stmt_iterator *, bool *);
static tree vect_create_destination_var (tree, tree);
static tree vect_create_data_ref_ptr
- (tree, block_stmt_iterator *, tree, tree *, tree *, bool, tree);
-static tree vect_create_addr_base_for_vector_ref (tree, tree *, tree);
-static tree vect_setup_realignment (tree, block_stmt_iterator *, tree *);
+ (tree, struct loop*, tree, tree *, tree *, bool, tree, bool *);
+static tree vect_create_addr_base_for_vector_ref
+ (tree, tree *, tree, struct loop *);
static tree vect_get_new_vect_var (tree, enum vect_var_kind, const char *);
static tree vect_get_vec_def_for_operand (tree, tree, tree *);
-static tree vect_init_vector (tree, tree, tree);
+static tree vect_init_vector (tree, tree, tree, block_stmt_iterator *);
static void vect_finish_stmt_generation
- (tree stmt, tree vec_stmt, block_stmt_iterator *bsi);
+ (tree stmt, tree vec_stmt, block_stmt_iterator *);
static bool vect_is_simple_cond (tree, loop_vec_info);
-static void update_vuses_to_preheader (tree, struct loop*);
static void vect_create_epilog_for_reduction (tree, tree, enum tree_code, tree);
static tree get_initial_def_for_reduction (tree, tree, tree *);
static int vect_min_worthwhile_factor (enum tree_code);
+static int
+cost_for_stmt (tree stmt)
+{
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+
+ switch (STMT_VINFO_TYPE (stmt_info))
+ {
+ case load_vec_info_type:
+ return TARG_SCALAR_LOAD_COST;
+ case store_vec_info_type:
+ return TARG_SCALAR_STORE_COST;
+ case op_vec_info_type:
+ case condition_vec_info_type:
+ case assignment_vec_info_type:
+ case reduc_vec_info_type:
+ case induc_vec_info_type:
+ case type_promotion_vec_info_type:
+ case type_demotion_vec_info_type:
+ case type_conversion_vec_info_type:
+ case call_vec_info_type:
+ return TARG_SCALAR_STMT_COST;
+ case undef_vec_info_type:
+ default:
+ gcc_unreachable ();
+ }
+}
+
+
+/* Function vect_estimate_min_profitable_iters
+
+ Return the number of iterations required for the vector version of the
+ loop to be profitable relative to the cost of the scalar version of the
+ loop.
+
+ TODO: Take profile info into account before making vectorization
+ decisions, if available. */
+
+int
+vect_estimate_min_profitable_iters (loop_vec_info loop_vinfo)
+{
+ int i;
+ int min_profitable_iters;
+ int peel_iters_prologue;
+ int peel_iters_epilogue;
+ int vec_inside_cost = 0;
+ int vec_outside_cost = 0;
+ int scalar_single_iter_cost = 0;
+ int vf = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ basic_block *bbs = LOOP_VINFO_BBS (loop_vinfo);
+ int nbbs = loop->num_nodes;
+ int byte_misalign;
+ int innerloop_iters = 0, factor;
+
+ /* Cost model disabled. */
+ if (!flag_vect_cost_model)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "cost model disabled.");
+ return 0;
+ }
+
+ /* Requires loop versioning tests to handle misalignment.
+ FIXME: Make cost depend on number of stmts in may_misalign list. */
+
+ if (VEC_length (tree, LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo)))
+ {
+ vec_outside_cost += TARG_COND_BRANCH_COST;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "cost model: Adding cost of checks for loop "
+ "versioning.\n");
+ }
+
+ /* Count statements in scalar loop. Using this as scalar cost for a single
+ iteration for now.
+
+ TODO: Add outer loop support.
+
+ TODO: Consider assigning different costs to different scalar
+ statements. */
+
+ /* FORNOW. */
+ if (loop->inner)
+ innerloop_iters = 50; /* FIXME */
+
+ for (i = 0; i < nbbs; i++)
+ {
+ block_stmt_iterator si;
+ basic_block bb = bbs[i];
+
+ if (bb->loop_father == loop->inner)
+ factor = innerloop_iters;
+ else
+ factor = 1;
+
+ for (si = bsi_start (bb); !bsi_end_p (si); bsi_next (&si))
+ {
+ tree stmt = bsi_stmt (si);
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
+ if (!STMT_VINFO_RELEVANT_P (stmt_info)
+ && !STMT_VINFO_LIVE_P (stmt_info))
+ continue;
+ scalar_single_iter_cost += cost_for_stmt (stmt) * factor;
+ vec_inside_cost += STMT_VINFO_INSIDE_OF_LOOP_COST (stmt_info) * factor;
+ /* FIXME: for stmts in the inner-loop in outer-loop vectorization,
+ some of the "outside" costs are generated inside the outer-loop. */
+ vec_outside_cost += STMT_VINFO_OUTSIDE_OF_LOOP_COST (stmt_info);
+ }
+ }
+
+ /* Add additional cost for the peeled instructions in prologue and epilogue
+ loop.
+
+ FORNOW: If we dont know the value of peel_iters for prologue or epilogue
+ at compile-time - we assume it's (vf-1)/2 (the worst would be vf-1).
+
+ TODO: Build an expression that represents peel_iters for prologue and
+ epilogue to be used in a run-time test. */
+
+ byte_misalign = LOOP_PEELING_FOR_ALIGNMENT (loop_vinfo);
+
+ if (byte_misalign < 0)
+ {
+ peel_iters_prologue = (vf - 1)/2;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "cost model: "
+ "prologue peel iters set to (vf-1)/2.");
+
+ /* If peeling for alignment is unknown, loop bound of main loop becomes
+ unknown. */
+ peel_iters_epilogue = (vf - 1)/2;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "cost model: "
+ "epilogue peel iters set to (vf-1)/2 because "
+ "peeling for alignment is unknown .");
+ }
+ else
+ {
+ if (byte_misalign)
+ {
+ struct data_reference *dr = LOOP_VINFO_UNALIGNED_DR (loop_vinfo);
+ int element_size = GET_MODE_SIZE (TYPE_MODE (TREE_TYPE (DR_REF (dr))));
+ tree vectype = STMT_VINFO_VECTYPE (vinfo_for_stmt (DR_STMT (dr)));
+ int nelements = TYPE_VECTOR_SUBPARTS (vectype);
+
+ peel_iters_prologue = nelements - (byte_misalign / element_size);
+ }
+ else
+ peel_iters_prologue = 0;
+
+ if (!LOOP_VINFO_NITERS_KNOWN_P (loop_vinfo))
+ {
+ peel_iters_epilogue = (vf - 1)/2;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "cost model: "
+ "epilogue peel iters set to (vf-1)/2 because "
+ "loop iterations are unknown .");
+ }
+ else
+ {
+ int niters = LOOP_VINFO_INT_NITERS (loop_vinfo);
+ peel_iters_prologue = niters < peel_iters_prologue ?
+ niters : peel_iters_prologue;
+ peel_iters_epilogue = (niters - peel_iters_prologue) % vf;
+ }
+ }
+
+ /* Requires a prologue loop when peeling to handle misalignment. Add cost of
+ two guards, one for the peeled loop and one for the vector loop. */
+
+ if (peel_iters_prologue)
+ {
+ vec_outside_cost += 2 * TARG_COND_BRANCH_COST;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "cost model: Adding cost of checks for "
+ "prologue.\n");
+ }
+
+ /* Requires an epilogue loop to finish up remaining iterations after vector
+ loop. Add cost of two guards, one for the peeled loop and one for the
+ vector loop. */
+
+ if (peel_iters_epilogue
+ || !LOOP_VINFO_NITERS_KNOWN_P (loop_vinfo)
+ || LOOP_VINFO_INT_NITERS (loop_vinfo) % vf)
+ {
+ vec_outside_cost += 2 * TARG_COND_BRANCH_COST;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "cost model : Adding cost of checks for "
+ "epilogue.\n");
+ }
+
+ vec_outside_cost += (peel_iters_prologue * scalar_single_iter_cost)
+ + (peel_iters_epilogue * scalar_single_iter_cost);
+
+ /* Allow targets add additional (outside-of-loop) costs. FORNOW, the only
+ information we provide for the target is whether testing against the
+ threshold involves a runtime test. */
+ if (targetm.vectorize.builtin_vectorization_cost)
+ {
+ bool runtime_test = false;
+
+ /* If the number of iterations is unknown, or the
+ peeling-for-misalignment amount is unknown, we eill have to generate
+ a runtime test to test the loop count against the threshold. */
+ if (!LOOP_VINFO_NITERS_KNOWN_P (loop_vinfo)
+ || (byte_misalign < 0))
+ runtime_test = true;
+ vec_outside_cost +=
+ targetm.vectorize.builtin_vectorization_cost (runtime_test);
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "cost model : Adding target out-of-loop cost = %d",
+ targetm.vectorize.builtin_vectorization_cost (runtime_test));
+ }
+
+ /* Calculate number of iterations required to make the vector version
+ profitable, relative to the loop bodies only. The following condition
+ must hold true: ((SIC*VF)-VIC)*niters > VOC*VF, where
+ SIC = scalar iteration cost, VIC = vector iteration cost,
+ VOC = vector outside cost and VF = vectorization factor. */
+
+ if ((scalar_single_iter_cost * vf) > vec_inside_cost)
+ {
+ if (vec_outside_cost == 0)
+ min_profitable_iters = 1;
+ else
+ {
+ min_profitable_iters = (vec_outside_cost * vf)
+ / ((scalar_single_iter_cost * vf)
+ - vec_inside_cost);
+
+ if ((scalar_single_iter_cost * vf * min_profitable_iters)
+ <= ((vec_inside_cost * min_profitable_iters)
+ + (vec_outside_cost * vf)))
+ min_profitable_iters++;
+ }
+ }
+ /* vector version will never be profitable. */
+ else
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "cost model: vector iteration cost = %d "
+ "is divisible by scalar iteration cost = %d by a factor "
+ "greater than or equal to the vectorization factor = %d .",
+ vec_inside_cost, scalar_single_iter_cost, vf);
+ return -1;
+ }
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "Cost model analysis: \n");
+ fprintf (vect_dump, " Vector inside of loop cost: %d\n",
+ vec_inside_cost);
+ fprintf (vect_dump, " Vector outside of loop cost: %d\n",
+ vec_outside_cost);
+ fprintf (vect_dump, " Scalar cost: %d\n", scalar_single_iter_cost);
+ fprintf (vect_dump, " prologue iterations: %d\n",
+ peel_iters_prologue);
+ fprintf (vect_dump, " epilogue iterations: %d\n",
+ peel_iters_epilogue);
+ fprintf (vect_dump, " Calculated minimum iters for profitability: %d\n",
+ min_profitable_iters);
+ fprintf (vect_dump, " Actual minimum iters for profitability: %d\n",
+ min_profitable_iters < vf ? vf : min_profitable_iters);
+ }
+
+ min_profitable_iters =
+ min_profitable_iters < vf ? vf : min_profitable_iters;
+
+ /* Because the condition we create is:
+ if (niters <= min_profitable_iters)
+ then skip the vectorized loop. */
+ min_profitable_iters--;
+ return min_profitable_iters;
+}
+
+
+/* TODO: Close dependency between vect_model_*_cost and vectorizable_*
+ functions. Design better to avoid maintenance issues. */
+
+/* Function vect_model_reduction_cost.
+
+ Models cost for a reduction operation, including the vector ops
+ generated within the strip-mine loop, the initial definition before
+ the loop, and the epilogue code that must be generated. */
+
+static void
+vect_model_reduction_cost (stmt_vec_info stmt_info, enum tree_code reduc_code,
+ int ncopies)
+{
+ int outer_cost = 0;
+ enum tree_code code;
+ optab optab;
+ tree vectype;
+ tree orig_stmt;
+ tree reduction_op;
+ enum machine_mode mode;
+ tree operation = GIMPLE_STMT_OPERAND (STMT_VINFO_STMT (stmt_info), 1);
+ int op_type = TREE_CODE_LENGTH (TREE_CODE (operation));
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+
+ /* Cost of reduction op inside loop. */
+ STMT_VINFO_INSIDE_OF_LOOP_COST (stmt_info) += ncopies * TARG_VEC_STMT_COST;
+
+ reduction_op = TREE_OPERAND (operation, op_type-1);
+ vectype = get_vectype_for_scalar_type (TREE_TYPE (reduction_op));
+ mode = TYPE_MODE (vectype);
+ orig_stmt = STMT_VINFO_RELATED_STMT (stmt_info);
+
+ if (!orig_stmt)
+ orig_stmt = STMT_VINFO_STMT (stmt_info);
+
+ code = TREE_CODE (GIMPLE_STMT_OPERAND (orig_stmt, 1));
+
+ /* Add in cost for initial definition. */
+ outer_cost += TARG_SCALAR_TO_VEC_COST;
+
+ /* Determine cost of epilogue code.
+
+ We have a reduction operator that will reduce the vector in one statement.
+ Also requires scalar extract. */
+
+ if (!nested_in_vect_loop_p (loop, orig_stmt))
+ {
+ if (reduc_code < NUM_TREE_CODES)
+ outer_cost += TARG_VEC_STMT_COST + TARG_VEC_TO_SCALAR_COST;
+ else
+ {
+ int vec_size_in_bits = tree_low_cst (TYPE_SIZE (vectype), 1);
+ tree bitsize =
+ TYPE_SIZE (TREE_TYPE ( GIMPLE_STMT_OPERAND (orig_stmt, 0)));
+ int element_bitsize = tree_low_cst (bitsize, 1);
+ int nelements = vec_size_in_bits / element_bitsize;
+
+ optab = optab_for_tree_code (code, vectype);
+
+ /* We have a whole vector shift available. */
+ if (VECTOR_MODE_P (mode)
+ && optab_handler (optab, mode)->insn_code != CODE_FOR_nothing
+ && optab_handler (vec_shr_optab, mode)->insn_code != CODE_FOR_nothing)
+ /* Final reduction via vector shifts and the reduction operator. Also
+ requires scalar extract. */
+ outer_cost += ((exact_log2(nelements) * 2) * TARG_VEC_STMT_COST
+ + TARG_VEC_TO_SCALAR_COST);
+ else
+ /* Use extracts and reduction op for final reduction. For N elements,
+ we have N extracts and N-1 reduction ops. */
+ outer_cost += ((nelements + nelements - 1) * TARG_VEC_STMT_COST);
+ }
+ }
+
+ STMT_VINFO_OUTSIDE_OF_LOOP_COST (stmt_info) = outer_cost;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "vect_model_reduction_cost: inside_cost = %d, "
+ "outside_cost = %d .", STMT_VINFO_INSIDE_OF_LOOP_COST (stmt_info),
+ STMT_VINFO_OUTSIDE_OF_LOOP_COST (stmt_info));
+}
+
+
+/* Function vect_model_induction_cost.
+
+ Models cost for induction operations. */
+
+static void
+vect_model_induction_cost (stmt_vec_info stmt_info, int ncopies)
+{
+ /* loop cost for vec_loop. */
+ STMT_VINFO_INSIDE_OF_LOOP_COST (stmt_info) = ncopies * TARG_VEC_STMT_COST;
+ /* prologue cost for vec_init and vec_step. */
+ STMT_VINFO_OUTSIDE_OF_LOOP_COST (stmt_info) = 2 * TARG_SCALAR_TO_VEC_COST;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "vect_model_induction_cost: inside_cost = %d, "
+ "outside_cost = %d .", STMT_VINFO_INSIDE_OF_LOOP_COST (stmt_info),
+ STMT_VINFO_OUTSIDE_OF_LOOP_COST (stmt_info));
+}
+
+
+/* Function vect_model_simple_cost.
+
+ Models cost for simple operations, i.e. those that only emit ncopies of a
+ single op. Right now, this does not account for multiple insns that could
+ be generated for the single vector op. We will handle that shortly. */
+
+static void
+vect_model_simple_cost (stmt_vec_info stmt_info, int ncopies, enum vect_def_type *dt)
+{
+ int i;
+
+ STMT_VINFO_INSIDE_OF_LOOP_COST (stmt_info) = ncopies * TARG_VEC_STMT_COST;
+
+ /* FORNOW: Assuming maximum 2 args per stmts. */
+ for (i=0; i<2; i++)
+ {
+ if (dt[i] == vect_constant_def || dt[i] == vect_invariant_def)
+ STMT_VINFO_OUTSIDE_OF_LOOP_COST (stmt_info) += TARG_SCALAR_TO_VEC_COST;
+ }
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "vect_model_simple_cost: inside_cost = %d, "
+ "outside_cost = %d .", STMT_VINFO_INSIDE_OF_LOOP_COST (stmt_info),
+ STMT_VINFO_OUTSIDE_OF_LOOP_COST (stmt_info));
+}
+
+
+/* Function vect_cost_strided_group_size
+
+ For strided load or store, return the group_size only if it is the first
+ load or store of a group, else return 1. This ensures that group size is
+ only returned once per group. */
+
+static int
+vect_cost_strided_group_size (stmt_vec_info stmt_info)
+{
+ tree first_stmt = DR_GROUP_FIRST_DR (stmt_info);
+
+ if (first_stmt == STMT_VINFO_STMT (stmt_info))
+ return DR_GROUP_SIZE (stmt_info);
+
+ return 1;
+}
+
+
+/* Function vect_model_store_cost
+
+ Models cost for stores. In the case of strided accesses, one access
+ has the overhead of the strided access attributed to it. */
+
+static void
+vect_model_store_cost (stmt_vec_info stmt_info, int ncopies, enum vect_def_type dt)
+{
+ int cost = 0;
+ int group_size;
+
+ if (dt == vect_constant_def || dt == vect_invariant_def)
+ STMT_VINFO_OUTSIDE_OF_LOOP_COST (stmt_info) = TARG_SCALAR_TO_VEC_COST;
+
+ /* Strided access? */
+ if (DR_GROUP_FIRST_DR (stmt_info))
+ group_size = vect_cost_strided_group_size (stmt_info);
+ /* Not a strided access. */
+ else
+ group_size = 1;
+
+ /* Is this an access in a group of stores, which provide strided access?
+ If so, add in the cost of the permutes. */
+ if (group_size > 1)
+ {
+ /* Uses a high and low interleave operation for each needed permute. */
+ cost = ncopies * exact_log2(group_size) * group_size
+ * TARG_VEC_STMT_COST;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "vect_model_store_cost: strided group_size = %d .",
+ group_size);
+
+ }
+
+ /* Costs of the stores. */
+ cost += ncopies * TARG_VEC_STORE_COST;
+
+ STMT_VINFO_INSIDE_OF_LOOP_COST (stmt_info) = cost;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "vect_model_store_cost: inside_cost = %d, "
+ "outside_cost = %d .", STMT_VINFO_INSIDE_OF_LOOP_COST (stmt_info),
+ STMT_VINFO_OUTSIDE_OF_LOOP_COST (stmt_info));
+}
+
+
+/* Function vect_model_load_cost
+
+ Models cost for loads. In the case of strided accesses, the last access
+ has the overhead of the strided access attributed to it. Since unaligned
+ accesses are supported for loads, we also account for the costs of the
+ access scheme chosen. */
+
+static void
+vect_model_load_cost (stmt_vec_info stmt_info, int ncopies)
+
+{
+ int inner_cost = 0;
+ int group_size;
+ int alignment_support_cheme;
+ tree first_stmt;
+ struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info), *first_dr;
+
+ /* Strided accesses? */
+ first_stmt = DR_GROUP_FIRST_DR (stmt_info);
+ if (first_stmt)
+ {
+ group_size = vect_cost_strided_group_size (stmt_info);
+ first_dr = STMT_VINFO_DATA_REF (vinfo_for_stmt (first_stmt));
+ }
+ /* Not a strided access. */
+ else
+ {
+ group_size = 1;
+ first_dr = dr;
+ }
+
+ alignment_support_cheme = vect_supportable_dr_alignment (first_dr);
+
+ /* Is this an access in a group of loads providing strided access?
+ If so, add in the cost of the permutes. */
+ if (group_size > 1)
+ {
+ /* Uses an even and odd extract operations for each needed permute. */
+ inner_cost = ncopies * exact_log2(group_size) * group_size
+ * TARG_VEC_STMT_COST;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "vect_model_load_cost: strided group_size = %d .",
+ group_size);
+
+ }
+
+ /* The loads themselves. */
+ switch (alignment_support_cheme)
+ {
+ case dr_aligned:
+ {
+ inner_cost += ncopies * TARG_VEC_LOAD_COST;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "vect_model_load_cost: aligned.");
+
+ break;
+ }
+ case dr_unaligned_supported:
+ {
+ /* Here, we assign an additional cost for the unaligned load. */
+ inner_cost += ncopies * TARG_VEC_UNALIGNED_LOAD_COST;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "vect_model_load_cost: unaligned supported by "
+ "hardware.");
+
+ break;
+ }
+ case dr_explicit_realign:
+ {
+ inner_cost += ncopies * (2*TARG_VEC_LOAD_COST + TARG_VEC_STMT_COST);
+
+ /* FIXME: If the misalignment remains fixed across the iterations of
+ the containing loop, the following cost should be added to the
+ outside costs. */
+ if (targetm.vectorize.builtin_mask_for_load)
+ inner_cost += TARG_VEC_STMT_COST;
+
+ break;
+ }
+ case dr_explicit_realign_optimized:
+ {
+ int outer_cost = 0;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "vect_model_load_cost: unaligned software "
+ "pipelined.");
+
+ /* Unaligned software pipeline has a load of an address, an initial
+ load, and possibly a mask operation to "prime" the loop. However,
+ if this is an access in a group of loads, which provide strided
+ access, then the above cost should only be considered for one
+ access in the group. Inside the loop, there is a load op
+ and a realignment op. */
+
+ if ((!DR_GROUP_FIRST_DR (stmt_info)) || group_size > 1)
+ {
+ outer_cost = 2*TARG_VEC_STMT_COST;
+ if (targetm.vectorize.builtin_mask_for_load)
+ outer_cost += TARG_VEC_STMT_COST;
+ }
+
+ STMT_VINFO_OUTSIDE_OF_LOOP_COST (stmt_info) = outer_cost;
+
+ inner_cost += ncopies * (TARG_VEC_LOAD_COST + TARG_VEC_STMT_COST);
+
+ break;
+ }
+
+ default:
+ gcc_unreachable ();
+ }
+
+ STMT_VINFO_INSIDE_OF_LOOP_COST (stmt_info) = inner_cost;
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "vect_model_load_cost: inside_cost = %d, "
+ "outside_cost = %d .", STMT_VINFO_INSIDE_OF_LOOP_COST (stmt_info),
+ STMT_VINFO_OUTSIDE_OF_LOOP_COST (stmt_info));
+
+}
+
+
/* Function vect_get_new_vect_var.
Returns a name for a new variable. The current naming scheme appends the
}
if (name)
- new_vect_var = create_tmp_var (type, concat (prefix, name, NULL));
+ {
+ char* tmp = concat (prefix, name, NULL);
+ new_vect_var = create_tmp_var (type, tmp);
+ free (tmp);
+ }
else
new_vect_var = create_tmp_var (type, prefix);
+ /* Mark vector typed variable as a gimple register variable. */
+ if (TREE_CODE (type) == VECTOR_TYPE)
+ DECL_GIMPLE_REG_P (new_vect_var) = true;
+
return new_vect_var;
}
STMT: The statement containing the data reference.
NEW_STMT_LIST: Must be initialized to NULL_TREE or a statement list.
OFFSET: Optional. If supplied, it is be added to the initial address.
+ LOOP: Specify relative to which loop-nest should the address be computed.
+ For example, when the dataref is in an inner-loop nested in an
+ outer-loop that is now being vectorized, LOOP can be either the
+ outer-loop, or the inner-loop. The first memory location accessed
+ by the following dataref ('in' points to short):
+
+ for (i=0; i<N; i++)
+ for (j=0; j<M; j++)
+ s += in[i+j]
+
+ is as follows:
+ if LOOP=i_loop: &in (relative to i_loop)
+ if LOOP=j_loop: &in+i*2B (relative to j_loop)
Output:
1. Return an SSA_NAME whose value is the address of the memory location of
static tree
vect_create_addr_base_for_vector_ref (tree stmt,
tree *new_stmt_list,
- tree offset)
+ tree offset,
+ struct loop *loop)
{
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info);
+ struct loop *containing_loop = (bb_for_stmt (stmt))->loop_father;
tree data_ref_base = unshare_expr (DR_BASE_ADDRESS (dr));
- tree base_name = build_fold_indirect_ref (data_ref_base);
+ tree base_name;
+ tree data_ref_base_var;
+ tree new_base_stmt;
tree vec_stmt;
tree addr_base, addr_expr;
tree dest, new_stmt;
tree base_offset = unshare_expr (DR_OFFSET (dr));
tree init = unshare_expr (DR_INIT (dr));
tree vect_ptr_type, addr_expr2;
+ tree step = TYPE_SIZE_UNIT (TREE_TYPE (DR_REF (dr)));
+
+ gcc_assert (loop);
+ if (loop != containing_loop)
+ {
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+
+ gcc_assert (nested_in_vect_loop_p (loop, stmt));
+
+ data_ref_base = unshare_expr (STMT_VINFO_DR_BASE_ADDRESS (stmt_info));
+ base_offset = unshare_expr (STMT_VINFO_DR_OFFSET (stmt_info));
+ init = unshare_expr (STMT_VINFO_DR_INIT (stmt_info));
+ }
+
+ /* Create data_ref_base */
+ base_name = build_fold_indirect_ref (data_ref_base);
+ data_ref_base_var = create_tmp_var (TREE_TYPE (data_ref_base), "batmp");
+ add_referenced_var (data_ref_base_var);
+ data_ref_base = force_gimple_operand (data_ref_base, &new_base_stmt,
+ true, data_ref_base_var);
+ append_to_statement_list_force(new_base_stmt, new_stmt_list);
/* Create base_offset */
base_offset = size_binop (PLUS_EXPR, base_offset, init);
+ base_offset = fold_convert (sizetype, base_offset);
dest = create_tmp_var (TREE_TYPE (base_offset), "base_off");
add_referenced_var (dest);
- base_offset = force_gimple_operand (base_offset, &new_stmt, false, dest);
+ base_offset = force_gimple_operand (base_offset, &new_stmt, true, dest);
append_to_statement_list_force (new_stmt, new_stmt_list);
if (offset)
{
- tree tmp = create_tmp_var (TREE_TYPE (base_offset), "offset");
- tree step;
-
- /* For interleaved access step we divide STEP by the size of the
- interleaving group. */
- if (DR_GROUP_SIZE (stmt_info))
- step = fold_build2 (TRUNC_DIV_EXPR, TREE_TYPE (offset), DR_STEP (dr),
- build_int_cst (TREE_TYPE (offset),
- DR_GROUP_SIZE (stmt_info)));
- else
- step = DR_STEP (dr);
+ tree tmp = create_tmp_var (sizetype, "offset");
add_referenced_var (tmp);
offset = fold_build2 (MULT_EXPR, TREE_TYPE (offset), offset, step);
base_offset = fold_build2 (PLUS_EXPR, TREE_TYPE (base_offset),
base_offset, offset);
- base_offset = force_gimple_operand (base_offset, &new_stmt, false, tmp);
+ base_offset = force_gimple_operand (base_offset, &new_stmt, false, tmp);
append_to_statement_list_force (new_stmt, new_stmt_list);
}
/* base + base_offset */
- addr_base = fold_build2 (PLUS_EXPR, TREE_TYPE (data_ref_base), data_ref_base,
- base_offset);
+ addr_base = fold_build2 (POINTER_PLUS_EXPR, TREE_TYPE (data_ref_base),
+ data_ref_base, base_offset);
vect_ptr_type = build_pointer_type (STMT_VINFO_VECTYPE (stmt_info));
accessed in the loop by STMT, along with the def-use update chain to
appropriately advance the pointer through the loop iterations. Also set
aliasing information for the pointer. This vector pointer is used by the
- callers to this function to create a memory reference expression for vector
+ callers to this function to create a memory reference expression for vector
load/store access.
Input:
1. STMT: a stmt that references memory. Expected to be of the form
GIMPLE_MODIFY_STMT <name, data-ref> or
GIMPLE_MODIFY_STMT <data-ref, name>.
- 2. BSI: block_stmt_iterator where new stmts can be added.
+ 2. AT_LOOP: the loop where the vector memref is to be created.
3. OFFSET (optional): an offset to be added to the initial address accessed
by the data-ref in STMT.
4. ONLY_INIT: indicate if vp is to be updated in the loop, or remain
Return the increment stmt that updates the pointer in PTR_INCR.
- 3. Return the pointer. */
+ 3. Set INV_P to true if the access pattern of the data reference in the
+ vectorized loop is invariant. Set it to false otherwise.
+
+ 4. Return the pointer. */
static tree
-vect_create_data_ref_ptr (tree stmt,
- block_stmt_iterator *bsi ATTRIBUTE_UNUSED,
+vect_create_data_ref_ptr (tree stmt, struct loop *at_loop,
tree offset, tree *initial_address, tree *ptr_incr,
- bool only_init, tree type)
+ bool only_init, tree type, bool *inv_p)
{
tree base_name;
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ bool nested_in_vect_loop = nested_in_vect_loop_p (loop, stmt);
+ struct loop *containing_loop = (bb_for_stmt (stmt))->loop_father;
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
tree vect_ptr_type;
tree vect_ptr;
tree new_temp;
tree vec_stmt;
tree new_stmt_list = NULL_TREE;
- edge pe = loop_preheader_edge (loop);
+ edge pe;
basic_block new_bb;
tree vect_ptr_init;
struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info);
+ tree vptr;
+ block_stmt_iterator incr_bsi;
+ bool insert_after;
+ tree indx_before_incr, indx_after_incr;
+ tree incr;
+ tree step;
+
+ /* Check the step (evolution) of the load in LOOP, and record
+ whether it's invariant. */
+ if (nested_in_vect_loop)
+ step = STMT_VINFO_DR_STEP (stmt_info);
+ else
+ step = DR_STEP (STMT_VINFO_DATA_REF (stmt_info));
+
+ if (tree_int_cst_compare (step, size_zero_node) == 0)
+ *inv_p = true;
+ else
+ *inv_p = false;
+ /* Create an expression for the first address accessed by this load
+ in LOOP. */
base_name = build_fold_indirect_ref (unshare_expr (DR_BASE_ADDRESS (dr)));
if (vect_print_dump_info (REPORT_DETAILS))
/** (2) Add aliasing information to the new vector-pointer:
(The points-to info (DR_PTR_INFO) may be defined later.) **/
- tag = DR_MEMTAG (dr);
+ tag = DR_SYMBOL_TAG (dr);
gcc_assert (tag);
/* If tag is a variable (and NOT_A_TAG) than a new symbol memory
if (!MTAG_P (tag))
new_type_alias (vect_ptr, tag, DR_REF (dr));
else
- var_ann (vect_ptr)->symbol_mem_tag = tag;
+ set_symbol_mem_tag (vect_ptr, tag);
var_ann (vect_ptr)->subvars = DR_SUBVARS (dr);
+ /** Note: If the dataref is in an inner-loop nested in LOOP, and we are
+ vectorizing LOOP (i.e. outer-loop vectorization), we need to create two
+ def-use update cycles for the pointer: One relative to the outer-loop
+ (LOOP), which is what steps (3) and (4) below do. The other is relative
+ to the inner-loop (which is the inner-most loop containing the dataref),
+ and this is done be step (5) below.
+
+ When vectorizing inner-most loops, the vectorized loop (LOOP) is also the
+ inner-most loop, and so steps (3),(4) work the same, and step (5) is
+ redundant. Steps (3),(4) create the following:
+
+ vp0 = &base_addr;
+ LOOP: vp1 = phi(vp0,vp2)
+ ...
+ ...
+ vp2 = vp1 + step
+ goto LOOP
+
+ If there is an inner-loop nested in loop, then step (5) will also be
+ applied, and an additional update in the inner-loop will be created:
+
+ vp0 = &base_addr;
+ LOOP: vp1 = phi(vp0,vp2)
+ ...
+ inner: vp3 = phi(vp1,vp4)
+ vp4 = vp3 + inner_step
+ if () goto inner
+ ...
+ vp2 = vp1 + step
+ if () goto LOOP */
+
/** (3) Calculate the initial address the vector-pointer, and set
the vector-pointer to point to it before the loop: **/
/* Create: (&(base[init_val+offset]) in the loop preheader. */
+
new_temp = vect_create_addr_base_for_vector_ref (stmt, &new_stmt_list,
- offset);
+ offset, loop);
pe = loop_preheader_edge (loop);
new_bb = bsi_insert_on_edge_immediate (pe, new_stmt_list);
gcc_assert (!new_bb);
/* Create: p = (vectype *) initial_base */
vec_stmt = fold_convert (vect_ptr_type, new_temp);
- vec_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vect_ptr, vec_stmt);
+ vec_stmt = build_gimple_modify_stmt (vect_ptr, vec_stmt);
vect_ptr_init = make_ssa_name (vect_ptr, vec_stmt);
GIMPLE_STMT_OPERAND (vec_stmt, 0) = vect_ptr_init;
new_bb = bsi_insert_on_edge_immediate (pe, vec_stmt);
gcc_assert (!new_bb);
- /** (4) Handle the updating of the vector-pointer inside the loop: **/
+ /** (4) Handle the updating of the vector-pointer inside the loop.
+ This is needed when ONLY_INIT is false, and also when AT_LOOP
+ is the inner-loop nested in LOOP (during outer-loop vectorization).
+ **/
- if (only_init) /* No update in loop is required. */
+ if (only_init && at_loop == loop) /* No update in loop is required. */
{
/* Copy the points-to information if it exists. */
if (DR_PTR_INFO (dr))
duplicate_ssa_name_ptr_info (vect_ptr_init, DR_PTR_INFO (dr));
- return vect_ptr_init;
+ vptr = vect_ptr_init;
}
else
{
- block_stmt_iterator incr_bsi;
- bool insert_after;
- tree indx_before_incr, indx_after_incr;
- tree incr;
+ /* The step of the vector pointer is the Vector Size. */
+ tree step = TYPE_SIZE_UNIT (vectype);
+ /* One exception to the above is when the scalar step of the load in
+ LOOP is zero. In this case the step here is also zero. */
+ if (*inv_p)
+ step = size_zero_node;
standard_iv_increment_position (loop, &incr_bsi, &insert_after);
+
create_iv (vect_ptr_init,
- fold_convert (vect_ptr_type, TYPE_SIZE_UNIT (vectype)),
+ fold_convert (vect_ptr_type, step),
NULL_TREE, loop, &incr_bsi, insert_after,
&indx_before_incr, &indx_after_incr);
incr = bsi_stmt (incr_bsi);
if (ptr_incr)
*ptr_incr = incr;
- return indx_before_incr;
+ vptr = indx_before_incr;
}
+
+ if (!nested_in_vect_loop || only_init)
+ return vptr;
+
+
+ /** (5) Handle the updating of the vector-pointer inside the inner-loop
+ nested in LOOP, if exists: **/
+
+ gcc_assert (nested_in_vect_loop);
+ if (!only_init)
+ {
+ standard_iv_increment_position (containing_loop, &incr_bsi,
+ &insert_after);
+ create_iv (vptr, fold_convert (vect_ptr_type, DR_STEP (dr)), NULL_TREE,
+ containing_loop, &incr_bsi, insert_after, &indx_before_incr,
+ &indx_after_incr);
+ incr = bsi_stmt (incr_bsi);
+ set_stmt_info (stmt_ann (incr), new_stmt_vec_info (incr, loop_vinfo));
+
+ /* Copy the points-to information if it exists. */
+ if (DR_PTR_INFO (dr))
+ {
+ duplicate_ssa_name_ptr_info (indx_before_incr, DR_PTR_INFO (dr));
+ duplicate_ssa_name_ptr_info (indx_after_incr, DR_PTR_INFO (dr));
+ }
+ merge_alias_info (vect_ptr_init, indx_before_incr);
+ merge_alias_info (vect_ptr_init, indx_after_incr);
+ if (ptr_incr)
+ *ptr_incr = incr;
+
+ return indx_before_incr;
+ }
+ else
+ gcc_unreachable ();
}
/* Function bump_vector_ptr
- Increment a pointer (to a vector type) by vector-size. Connect the new
- increment stmt to the existing def-use update-chain of the pointer.
+ Increment a pointer (to a vector type) by vector-size. If requested,
+ i.e. if PTR-INCR is given, then also connect the new increment stmt
+ to the existing def-use update-chain of the pointer, by modifying
+ the PTR_INCR as illustrated below:
The pointer def-use update-chain before this function:
DATAREF_PTR = phi (p_0, p_2)
The pointer def-use update-chain after this function:
DATAREF_PTR = phi (p_0, p_2)
....
- NEW_DATAREF_PTR = DATAREF_PTR + vector_size
+ NEW_DATAREF_PTR = DATAREF_PTR + BUMP
....
PTR_INCR: p_2 = NEW_DATAREF_PTR + step
Input:
DATAREF_PTR - ssa_name of a pointer (to vector type) that is being updated
in the loop.
- PTR_INCR - the stmt that updates the pointer in each iteration of the loop.
- The increment amount across iterations is also expected to be
- vector_size.
+ PTR_INCR - optional. The stmt that updates the pointer in each iteration of
+ the loop. The increment amount across iterations is expected
+ to be vector_size.
BSI - location where the new update stmt is to be placed.
STMT - the original scalar memory-access stmt that is being vectorized.
+ BUMP - optional. The offset by which to bump the pointer. If not given,
+ the offset is assumed to be vector_size.
Output: Return NEW_DATAREF_PTR as illustrated above.
static tree
bump_vector_ptr (tree dataref_ptr, tree ptr_incr, block_stmt_iterator *bsi,
- tree stmt)
+ tree stmt, tree bump)
{
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info);
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
tree vptr_type = TREE_TYPE (dataref_ptr);
tree ptr_var = SSA_NAME_VAR (dataref_ptr);
- tree update = fold_convert (vptr_type, TYPE_SIZE_UNIT (vectype));
+ tree update = TYPE_SIZE_UNIT (vectype);
tree incr_stmt;
ssa_op_iter iter;
use_operand_p use_p;
tree new_dataref_ptr;
- incr_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, ptr_var,
- build2 (PLUS_EXPR, vptr_type, dataref_ptr, update));
+ if (bump)
+ update = bump;
+
+ incr_stmt = build_gimple_modify_stmt (ptr_var,
+ build2 (POINTER_PLUS_EXPR, vptr_type,
+ dataref_ptr, update));
new_dataref_ptr = make_ssa_name (ptr_var, incr_stmt);
GIMPLE_STMT_OPERAND (incr_stmt, 0) = new_dataref_ptr;
vect_finish_stmt_generation (stmt, incr_stmt, bsi);
+ /* Copy the points-to information if it exists. */
+ if (DR_PTR_INFO (dr))
+ duplicate_ssa_name_ptr_info (new_dataref_ptr, DR_PTR_INFO (dr));
+ merge_alias_info (new_dataref_ptr, dataref_ptr);
+
+ if (!ptr_incr)
+ return new_dataref_ptr;
+
/* Update the vector-pointer's cross-iteration increment. */
FOR_EACH_SSA_USE_OPERAND (use_p, ptr_incr, iter, SSA_OP_USE)
{
gcc_assert (tree_int_cst_compare (use, update) == 0);
}
- /* Copy the points-to information if it exists. */
- if (DR_PTR_INFO (dr))
- duplicate_ssa_name_ptr_info (new_dataref_ptr, DR_PTR_INFO (dr));
- merge_alias_info (new_dataref_ptr, dataref_ptr);
-
return new_dataref_ptr;
}
new_name = get_name (scalar_dest);
if (!new_name)
new_name = "var_";
- vec_dest = vect_get_new_vect_var (type, vect_simple_var, new_name);
+ vec_dest = vect_get_new_vect_var (type, kind, new_name);
add_referenced_var (vec_dest);
return vec_dest;
/* Function vect_init_vector.
Insert a new stmt (INIT_STMT) that initializes a new vector variable with
- the vector elements of VECTOR_VAR. Return the DEF of INIT_STMT. It will be
- used in the vectorization of STMT. */
+ the vector elements of VECTOR_VAR. Place the initialization at BSI if it
+ is not NULL. Otherwise, place the initialization at the loop preheader.
+ Return the DEF of INIT_STMT.
+ It will be used in the vectorization of STMT. */
static tree
-vect_init_vector (tree stmt, tree vector_var, tree vector_type)
+vect_init_vector (tree stmt, tree vector_var, tree vector_type,
+ block_stmt_iterator *bsi)
{
stmt_vec_info stmt_vinfo = vinfo_for_stmt (stmt);
- loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_vinfo);
- struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
tree new_var;
tree init_stmt;
tree vec_oprnd;
new_var = vect_get_new_vect_var (vector_type, vect_simple_var, "cst_");
add_referenced_var (new_var);
-
- init_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, new_var, vector_var);
+ init_stmt = build_gimple_modify_stmt (new_var, vector_var);
new_temp = make_ssa_name (new_var, init_stmt);
GIMPLE_STMT_OPERAND (init_stmt, 0) = new_temp;
- pe = loop_preheader_edge (loop);
- new_bb = bsi_insert_on_edge_immediate (pe, init_stmt);
- gcc_assert (!new_bb);
+ if (bsi)
+ vect_finish_stmt_generation (stmt, init_stmt, bsi);
+ else
+ {
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_vinfo);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+
+ if (nested_in_vect_loop_p (loop, stmt))
+ loop = loop->inner;
+ pe = loop_preheader_edge (loop);
+ new_bb = bsi_insert_on_edge_immediate (pe, init_stmt);
+ gcc_assert (!new_bb);
+ }
if (vect_print_dump_info (REPORT_DETAILS))
{
}
+/* Function get_initial_def_for_induction
+
+ Input:
+ STMT - a stmt that performs an induction operation in the loop.
+ IV_PHI - the initial value of the induction variable
+
+ Output:
+ Return a vector variable, initialized with the first VF values of
+ the induction variable. E.g., for an iv with IV_PHI='X' and
+ evolution S, for a vector of 4 units, we want to return:
+ [X, X + S, X + 2*S, X + 3*S]. */
+
+static tree
+get_initial_def_for_induction (tree iv_phi)
+{
+ stmt_vec_info stmt_vinfo = vinfo_for_stmt (iv_phi);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_vinfo);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ tree scalar_type = TREE_TYPE (PHI_RESULT_TREE (iv_phi));
+ tree vectype = get_vectype_for_scalar_type (scalar_type);
+ int nunits = TYPE_VECTOR_SUBPARTS (vectype);
+ edge pe = loop_preheader_edge (loop);
+ struct loop *iv_loop;
+ basic_block new_bb;
+ tree vec, vec_init, vec_step, t;
+ tree access_fn;
+ tree new_var;
+ tree new_name;
+ tree init_stmt;
+ tree induction_phi, induc_def, new_stmt, vec_def, vec_dest;
+ tree init_expr, step_expr;
+ int vf = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
+ int i;
+ bool ok;
+ int ncopies = vf / nunits;
+ tree expr;
+ stmt_vec_info phi_info = vinfo_for_stmt (iv_phi);
+ bool nested_in_vect_loop = false;
+ tree stmts;
+ imm_use_iterator imm_iter;
+ use_operand_p use_p;
+ tree exit_phi;
+ edge latch_e;
+ tree loop_arg;
+ block_stmt_iterator si;
+ basic_block bb = bb_for_stmt (iv_phi);
+
+ gcc_assert (phi_info);
+ gcc_assert (ncopies >= 1);
+
+ /* Find the first insertion point in the BB. */
+ si = bsi_after_labels (bb);
+
+ if (INTEGRAL_TYPE_P (scalar_type))
+ step_expr = build_int_cst (scalar_type, 0);
+ else
+ step_expr = build_real (scalar_type, dconst0);
+
+ /* Is phi in an inner-loop, while vectorizing an enclosing outer-loop? */
+ if (nested_in_vect_loop_p (loop, iv_phi))
+ {
+ nested_in_vect_loop = true;
+ iv_loop = loop->inner;
+ }
+ else
+ iv_loop = loop;
+ gcc_assert (iv_loop == (bb_for_stmt (iv_phi))->loop_father);
+
+ latch_e = loop_latch_edge (iv_loop);
+ loop_arg = PHI_ARG_DEF_FROM_EDGE (iv_phi, latch_e);
+
+ access_fn = analyze_scalar_evolution (iv_loop, PHI_RESULT (iv_phi));
+ gcc_assert (access_fn);
+ ok = vect_is_simple_iv_evolution (iv_loop->num, access_fn,
+ &init_expr, &step_expr);
+ gcc_assert (ok);
+ pe = loop_preheader_edge (iv_loop);
+
+ /* Create the vector that holds the initial_value of the induction. */
+ if (nested_in_vect_loop)
+ {
+ /* iv_loop is nested in the loop to be vectorized. init_expr had already
+ been created during vectorization of previous stmts; We obtain it from
+ the STMT_VINFO_VEC_STMT of the defining stmt. */
+ tree iv_def = PHI_ARG_DEF_FROM_EDGE (iv_phi, loop_preheader_edge (iv_loop));
+ vec_init = vect_get_vec_def_for_operand (iv_def, iv_phi, NULL);
+ }
+ else
+ {
+ /* iv_loop is the loop to be vectorized. Create:
+ vec_init = [X, X+S, X+2*S, X+3*S] (S = step_expr, X = init_expr) */
+ new_var = vect_get_new_vect_var (scalar_type, vect_scalar_var, "var_");
+ add_referenced_var (new_var);
+
+ new_name = force_gimple_operand (init_expr, &stmts, false, new_var);
+ if (stmts)
+ {
+ new_bb = bsi_insert_on_edge_immediate (pe, stmts);
+ gcc_assert (!new_bb);
+ }
+
+ t = NULL_TREE;
+ t = tree_cons (NULL_TREE, init_expr, t);
+ for (i = 1; i < nunits; i++)
+ {
+ tree tmp;
+
+ /* Create: new_name_i = new_name + step_expr */
+ tmp = fold_build2 (PLUS_EXPR, scalar_type, new_name, step_expr);
+ init_stmt = build_gimple_modify_stmt (new_var, tmp);
+ new_name = make_ssa_name (new_var, init_stmt);
+ GIMPLE_STMT_OPERAND (init_stmt, 0) = new_name;
+
+ new_bb = bsi_insert_on_edge_immediate (pe, init_stmt);
+ gcc_assert (!new_bb);
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "created new init_stmt: ");
+ print_generic_expr (vect_dump, init_stmt, TDF_SLIM);
+ }
+ t = tree_cons (NULL_TREE, new_name, t);
+ }
+ /* Create a vector from [new_name_0, new_name_1, ..., new_name_nunits-1] */
+ vec = build_constructor_from_list (vectype, nreverse (t));
+ vec_init = vect_init_vector (iv_phi, vec, vectype, NULL);
+ }
+
+
+ /* Create the vector that holds the step of the induction. */
+ if (nested_in_vect_loop)
+ /* iv_loop is nested in the loop to be vectorized. Generate:
+ vec_step = [S, S, S, S] */
+ new_name = step_expr;
+ else
+ {
+ /* iv_loop is the loop to be vectorized. Generate:
+ vec_step = [VF*S, VF*S, VF*S, VF*S] */
+ expr = build_int_cst (scalar_type, vf);
+ new_name = fold_build2 (MULT_EXPR, scalar_type, expr, step_expr);
+ }
+
+ t = NULL_TREE;
+ for (i = 0; i < nunits; i++)
+ t = tree_cons (NULL_TREE, unshare_expr (new_name), t);
+ vec = build_constructor_from_list (vectype, t);
+ vec_step = vect_init_vector (iv_phi, vec, vectype, NULL);
+
+
+ /* Create the following def-use cycle:
+ loop prolog:
+ vec_init = ...
+ vec_step = ...
+ loop:
+ vec_iv = PHI <vec_init, vec_loop>
+ ...
+ STMT
+ ...
+ vec_loop = vec_iv + vec_step; */
+
+ /* Create the induction-phi that defines the induction-operand. */
+ vec_dest = vect_get_new_vect_var (vectype, vect_simple_var, "vec_iv_");
+ add_referenced_var (vec_dest);
+ induction_phi = create_phi_node (vec_dest, iv_loop->header);
+ set_stmt_info (get_stmt_ann (induction_phi),
+ new_stmt_vec_info (induction_phi, loop_vinfo));
+ induc_def = PHI_RESULT (induction_phi);
+
+ /* Create the iv update inside the loop */
+ new_stmt = build_gimple_modify_stmt (NULL_TREE,
+ build2 (PLUS_EXPR, vectype,
+ induc_def, vec_step));
+ vec_def = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = vec_def;
+ bsi_insert_before (&si, new_stmt, BSI_SAME_STMT);
+ set_stmt_info (get_stmt_ann (new_stmt),
+ new_stmt_vec_info (new_stmt, loop_vinfo));
+
+ /* Set the arguments of the phi node: */
+ add_phi_arg (induction_phi, vec_init, pe);
+ add_phi_arg (induction_phi, vec_def, loop_latch_edge (iv_loop));
+
+
+ /* In case that vectorization factor (VF) is bigger than the number
+ of elements that we can fit in a vectype (nunits), we have to generate
+ more than one vector stmt - i.e - we need to "unroll" the
+ vector stmt by a factor VF/nunits. For more details see documentation
+ in vectorizable_operation. */
+
+ if (ncopies > 1)
+ {
+ stmt_vec_info prev_stmt_vinfo;
+ /* FORNOW. This restriction should be relaxed. */
+ gcc_assert (!nested_in_vect_loop);
+
+ /* Create the vector that holds the step of the induction. */
+ expr = build_int_cst (scalar_type, nunits);
+ new_name = fold_build2 (MULT_EXPR, scalar_type, expr, step_expr);
+ t = NULL_TREE;
+ for (i = 0; i < nunits; i++)
+ t = tree_cons (NULL_TREE, unshare_expr (new_name), t);
+ vec = build_constructor_from_list (vectype, t);
+ vec_step = vect_init_vector (iv_phi, vec, vectype, NULL);
+
+ vec_def = induc_def;
+ prev_stmt_vinfo = vinfo_for_stmt (induction_phi);
+ for (i = 1; i < ncopies; i++)
+ {
+ tree tmp;
+
+ /* vec_i = vec_prev + vec_step */
+ tmp = build2 (PLUS_EXPR, vectype, vec_def, vec_step);
+ new_stmt = build_gimple_modify_stmt (NULL_TREE, tmp);
+ vec_def = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = vec_def;
+ bsi_insert_before (&si, new_stmt, BSI_SAME_STMT);
+ set_stmt_info (get_stmt_ann (new_stmt),
+ new_stmt_vec_info (new_stmt, loop_vinfo));
+ STMT_VINFO_RELATED_STMT (prev_stmt_vinfo) = new_stmt;
+ prev_stmt_vinfo = vinfo_for_stmt (new_stmt);
+ }
+ }
+
+ if (nested_in_vect_loop)
+ {
+ /* Find the loop-closed exit-phi of the induction, and record
+ the final vector of induction results: */
+ exit_phi = NULL;
+ FOR_EACH_IMM_USE_FAST (use_p, imm_iter, loop_arg)
+ {
+ if (!flow_bb_inside_loop_p (iv_loop, bb_for_stmt (USE_STMT (use_p))))
+ {
+ exit_phi = USE_STMT (use_p);
+ break;
+ }
+ }
+ if (exit_phi)
+ {
+ stmt_vec_info stmt_vinfo = vinfo_for_stmt (exit_phi);
+ /* FORNOW. Currently not supporting the case that an inner-loop induction
+ is not used in the outer-loop (i.e. only outside the outer-loop). */
+ gcc_assert (STMT_VINFO_RELEVANT_P (stmt_vinfo)
+ && !STMT_VINFO_LIVE_P (stmt_vinfo));
+
+ STMT_VINFO_VEC_STMT (stmt_vinfo) = new_stmt;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "vector of inductions after inner-loop:");
+ print_generic_expr (vect_dump, new_stmt, TDF_SLIM);
+ }
+ }
+ }
+
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "transform induction: created def-use cycle:");
+ print_generic_expr (vect_dump, induction_phi, TDF_SLIM);
+ fprintf (vect_dump, "\n");
+ print_generic_expr (vect_dump, SSA_NAME_DEF_STMT (vec_def), TDF_SLIM);
+ }
+
+ STMT_VINFO_VEC_STMT (phi_info) = induction_phi;
+ return induc_def;
+}
+
+
/* Function vect_get_vec_def_for_operand.
OP is an operand in STMT. This function returns a (vector) def that will be
tree vectype = STMT_VINFO_VECTYPE (stmt_vinfo);
int nunits = TYPE_VECTOR_SUBPARTS (vectype);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_vinfo);
- struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
tree vec_inv;
tree vec_cst;
tree t = NULL_TREE;
vector_type = get_vectype_for_scalar_type (TREE_TYPE (op));
vec_cst = build_vector (vector_type, t);
- return vect_init_vector (stmt, vec_cst, vector_type);
+ return vect_init_vector (stmt, vec_cst, vector_type, NULL);
}
/* Case 2: operand is defined outside the loop - loop invariant. */
/* FIXME: use build_constructor directly. */
vector_type = get_vectype_for_scalar_type (TREE_TYPE (def));
vec_inv = build_constructor_from_list (vector_type, t);
- return vect_init_vector (stmt, vec_inv, vector_type);
+ return vect_init_vector (stmt, vec_inv, vector_type, NULL);
}
/* Case 3: operand is defined inside the loop. */
def_stmt_info = vinfo_for_stmt (def_stmt);
vec_stmt = STMT_VINFO_VEC_STMT (def_stmt_info);
gcc_assert (vec_stmt);
- vec_oprnd = GIMPLE_STMT_OPERAND (vec_stmt, 0);
+ if (TREE_CODE (vec_stmt) == PHI_NODE)
+ vec_oprnd = PHI_RESULT (vec_stmt);
+ else
+ vec_oprnd = GIMPLE_STMT_OPERAND (vec_stmt, 0);
return vec_oprnd;
}
/* Case 4: operand is defined by a loop header phi - reduction */
case vect_reduction_def:
{
+ struct loop *loop;
+
gcc_assert (TREE_CODE (def_stmt) == PHI_NODE);
+ loop = (bb_for_stmt (def_stmt))->loop_father;
/* Get the def before the loop */
op = PHI_ARG_DEF_FROM_EDGE (def_stmt, loop_preheader_edge (loop));
/* Case 5: operand is defined by loop-header phi - induction. */
case vect_induction_def:
{
- if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "induction - unsupported.");
- internal_error ("no support for induction"); /* FORNOW */
+ gcc_assert (TREE_CODE (def_stmt) == PHI_NODE);
+
+ /* Get the def from the vectorized stmt. */
+ def_stmt_info = vinfo_for_stmt (def_stmt);
+ vec_stmt = STMT_VINFO_VEC_STMT (def_stmt_info);
+ gcc_assert (vec_stmt && (TREE_CODE (vec_stmt) == PHI_NODE));
+ vec_oprnd = PHI_RESULT (vec_stmt);
+ return vec_oprnd;
}
default:
vectorized stmt to be created (by the caller to this function) is a "copy"
created in case the vectorized result cannot fit in one vector, and several
copies of the vector-stmt are required. In this case the vector-def is
- retrieved from the vector stmt recorded in the STMT_VINFO_RELATED_STMT field
+ retrieved from the vector stmt recorded in the STMT_VINFO_RELATED_STMT field
of the stmt that defines VEC_OPRND.
DT is the type of the vector def VEC_OPRND.
vector stmt (each computing a vector of 'nunits' results, and together
computing 'VF' results in each iteration). This function is called when
vectorizing such a stmt (e.g. vectorizing S2 in the illustration below, in
- which VF=16 and nuniti=4, so the number of copies required is 4):
+ which VF=16 and nunits=4, so the number of copies required is 4):
scalar stmt: vectorized into: STMT_VINFO_RELATED_STMT
tree vec_stmt_for_operand;
stmt_vec_info def_stmt_info;
- if (dt == vect_invariant_def || dt == vect_constant_def)
- {
- /* Do nothing; can reuse same def. */ ;
- return vec_oprnd;
- }
+ /* Do nothing; can reuse same def. */
+ if (dt == vect_invariant_def || dt == vect_constant_def )
+ return vec_oprnd;
vec_stmt_for_operand = SSA_NAME_DEF_STMT (vec_oprnd);
def_stmt_info = vinfo_for_stmt (vec_stmt_for_operand);
vec_stmt_for_operand = STMT_VINFO_RELATED_STMT (def_stmt_info);
gcc_assert (vec_stmt_for_operand);
vec_oprnd = GIMPLE_STMT_OPERAND (vec_stmt_for_operand, 0);
-
return vec_oprnd;
}
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ gcc_assert (stmt == bsi_stmt (*bsi));
+ gcc_assert (TREE_CODE (stmt) != LABEL_EXPR);
+
bsi_insert_before (bsi, vec_stmt, BSI_SAME_STMT);
+
set_stmt_info (get_stmt_ann (vec_stmt),
new_stmt_vec_info (vec_stmt, loop_vinfo));
}
-#define ADJUST_IN_EPILOG 1
-
/* Function get_initial_def_for_reduction
Input:
INIT_VAL - the initial value of the reduction variable
Output:
- SCALAR_DEF - a tree that holds a value to be added to the final result
- of the reduction (used for "ADJUST_IN_EPILOG" - see below).
+ ADJUSTMENT_DEF - a tree that holds a value to be added to the final result
+ of the reduction (used for adjusting the epilog - see below).
Return a vector variable, initialized according to the operation that STMT
- performs. This vector will be used as the initial value of the
- vector of partial results.
+ performs. This vector will be used as the initial value of the
+ vector of partial results.
- Option1 ("ADJUST_IN_EPILOG"): Initialize the vector as follows:
+ Option1 (adjust in epilog): Initialize the vector as follows:
add: [0,0,...,0,0]
mult: [1,1,...,1,1]
min/max: [init_val,init_val,..,init_val,init_val]
bit and/or: [init_val,init_val,..,init_val,init_val]
- and when necessary (e.g. add/mult case) let the caller know
+ and when necessary (e.g. add/mult case) let the caller know
that it needs to adjust the result by init_val.
Option2: Initialize the vector as follows:
or [0,0,0,0] and let the caller know that it needs to adjust
the result at the end by 'init_val'.
- FORNOW: We use the "ADJUST_IN_EPILOG" scheme.
- TODO: Use some cost-model to estimate which scheme is more profitable.
-*/
+ FORNOW, we are using the 'adjust in epilog' scheme, because this way the
+ initialization vector is simpler (same element in all entries).
+ A cost model should help decide between these two schemes. */
static tree
-get_initial_def_for_reduction (tree stmt, tree init_val, tree *scalar_def)
+get_initial_def_for_reduction (tree stmt, tree init_val, tree *adjustment_def)
{
stmt_vec_info stmt_vinfo = vinfo_for_stmt (stmt);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_vinfo);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
tree vectype = STMT_VINFO_VECTYPE (stmt_vinfo);
- int nunits = GET_MODE_NUNITS (TYPE_MODE (vectype));
- int nelements;
+ int nunits = TYPE_VECTOR_SUBPARTS (vectype);
enum tree_code code = TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 1));
tree type = TREE_TYPE (init_val);
- tree def;
- tree vec, t = NULL_TREE;
- bool need_epilog_adjust;
+ tree vecdef;
+ tree def_for_init;
+ tree init_def;
+ tree t = NULL_TREE;
int i;
tree vector_type;
+ bool nested_in_vect_loop = false;
gcc_assert (INTEGRAL_TYPE_P (type) || SCALAR_FLOAT_TYPE_P (type));
+ if (nested_in_vect_loop_p (loop, stmt))
+ nested_in_vect_loop = true;
+ else
+ gcc_assert (loop == (bb_for_stmt (stmt))->loop_father);
+
+ vecdef = vect_get_vec_def_for_operand (init_val, stmt, NULL);
switch (code)
{
case WIDEN_SUM_EXPR:
case DOT_PROD_EXPR:
case PLUS_EXPR:
+ if (nested_in_vect_loop)
+ *adjustment_def = vecdef;
+ else
+ *adjustment_def = init_val;
+ /* Create a vector of zeros for init_def. */
if (INTEGRAL_TYPE_P (type))
- def = build_int_cst (type, 0);
+ def_for_init = build_int_cst (type, 0);
else
- def = build_real (type, dconst0);
-
-#ifdef ADJUST_IN_EPILOG
- /* All the 'nunits' elements are set to 0. The final result will be
- adjusted by 'init_val' at the loop epilog. */
- nelements = nunits;
- need_epilog_adjust = true;
-#else
- /* 'nunits - 1' elements are set to 0; The last element is set to
- 'init_val'. No further adjustments at the epilog are needed. */
- nelements = nunits - 1;
- need_epilog_adjust = false;
-#endif
+ def_for_init = build_real (type, dconst0);
+ for (i = nunits - 1; i >= 0; --i)
+ t = tree_cons (NULL_TREE, def_for_init, t);
+ vector_type = get_vectype_for_scalar_type (TREE_TYPE (def_for_init));
+ init_def = build_vector (vector_type, t);
break;
case MIN_EXPR:
case MAX_EXPR:
- def = init_val;
- nelements = nunits;
- need_epilog_adjust = false;
+ *adjustment_def = NULL_TREE;
+ init_def = vecdef;
break;
default:
gcc_unreachable ();
}
- for (i = nelements - 1; i >= 0; --i)
- t = tree_cons (NULL_TREE, def, t);
-
- if (nelements == nunits - 1)
- {
- /* Set the last element of the vector. */
- t = tree_cons (NULL_TREE, init_val, t);
- nelements += 1;
- }
- gcc_assert (nelements == nunits);
-
- vector_type = get_vectype_for_scalar_type (TREE_TYPE (def));
- if (TREE_CODE (init_val) == INTEGER_CST || TREE_CODE (init_val) == REAL_CST)
- vec = build_vector (vector_type, t);
- else
- vec = build_constructor_from_list (vector_type, t);
-
- if (!need_epilog_adjust)
- *scalar_def = NULL_TREE;
- else
- *scalar_def = init_val;
-
- return vect_init_vector (stmt, vec, vector_type);
+ return init_def;
}
REDUCTION_PHI is the phi-node that carries the reduction computation.
This function:
- 1. Creates the reduction def-use cycle: sets the the arguments for
+ 1. Creates the reduction def-use cycle: sets the arguments for
REDUCTION_PHI:
The loop-entry argument is the vectorized initial-value of the reduction.
The loop-latch argument is VECT_DEF - the vector of partial sums.
loop:
vec_def = phi <null, null> # REDUCTION_PHI
- VECT_DEF = vector_stmt # vectorized form of STMT
+ VECT_DEF = vector_stmt # vectorized form of STMT
s_loop = scalar_stmt # (scalar) STMT
loop_exit:
s_out0 = phi <s_loop> # (scalar) EXIT_PHI
tree new_phi;
block_stmt_iterator exit_bsi;
tree vec_dest;
- tree new_temp;
+ tree new_temp = NULL_TREE;
tree new_name;
- tree epilog_stmt;
- tree new_scalar_dest, exit_phi;
+ tree epilog_stmt = NULL_TREE;
+ tree new_scalar_dest, exit_phi, new_dest;
tree bitsize, bitpos, bytesize;
enum tree_code code = TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 1));
- tree scalar_initial_def;
+ tree adjustment_def;
tree vec_initial_def;
tree orig_name;
imm_use_iterator imm_iter;
use_operand_p use_p;
- bool extract_scalar_result;
- tree reduction_op;
+ bool extract_scalar_result = false;
+ tree reduction_op, expr;
tree orig_stmt;
tree use_stmt;
tree operation = GIMPLE_STMT_OPERAND (stmt, 1);
+ bool nested_in_vect_loop = false;
int op_type;
+ VEC(tree,heap) *phis = NULL;
+ int i;
+
+ if (nested_in_vect_loop_p (loop, stmt))
+ {
+ loop = loop->inner;
+ nested_in_vect_loop = true;
+ }
- op_type = TREE_CODE_LENGTH (TREE_CODE (operation));
+ op_type = TREE_OPERAND_LENGTH (operation);
reduction_op = TREE_OPERAND (operation, op_type-1);
vectype = get_vectype_for_scalar_type (TREE_TYPE (reduction_op));
mode = TYPE_MODE (vectype);
the scalar def before the loop, that defines the initial value
of the reduction variable. */
vec_initial_def = vect_get_vec_def_for_operand (reduction_op, stmt,
- &scalar_initial_def);
+ &adjustment_def);
add_phi_arg (reduction_phi, vec_initial_def, loop_preheader_edge (loop));
/* 1.2 set the loop-latch arg for the reduction-phi: */
exit_bb = single_exit (loop)->dest;
new_phi = create_phi_node (SSA_NAME_VAR (vect_def), exit_bb);
SET_PHI_ARG_DEF (new_phi, single_exit (loop)->dest_idx, vect_def);
- exit_bsi = bsi_start (exit_bb);
+ exit_bsi = bsi_after_labels (exit_bb);
/* 2.2 Get the relevant tree-code to use in the epilog for schemes 2,3
- (i.e. when reduc_code is not available) and in the final adjustment code
- (if needed). Also get the original scalar reduction variable as
+ (i.e. when reduc_code is not available) and in the final adjustment
+ code (if needed). Also get the original scalar reduction variable as
defined in the loop. In case STMT is a "pattern-stmt" (i.e. - it
represents a reduction pattern), the tree-code and scalar-def are
taken from the original stmt that the pattern-stmt (STMT) replaces.
bitsize = TYPE_SIZE (scalar_type);
bytesize = TYPE_SIZE_UNIT (scalar_type);
+
+ /* In case this is a reduction in an inner-loop while vectorizing an outer
+ loop - we don't need to extract a single scalar result at the end of the
+ inner-loop. The final vector of partial results will be used in the
+ vectorized outer-loop, or reduced to a scalar result at the end of the
+ outer-loop. */
+ if (nested_in_vect_loop)
+ goto vect_finalize_reduction;
+
/* 2.3 Create the reduction code, using one of the three schemes described
above. */
if (reduc_code < NUM_TREE_CODES)
{
+ tree tmp;
+
/*** Case 1: Create:
v_out2 = reduc_expr <v_out1> */
fprintf (vect_dump, "Reduce using direct vector reduction.");
vec_dest = vect_create_destination_var (scalar_dest, vectype);
- epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
- build1 (reduc_code, vectype, PHI_RESULT (new_phi)));
+ tmp = build1 (reduc_code, vectype, PHI_RESULT (new_phi));
+ epilog_stmt = build_gimple_modify_stmt (vec_dest, tmp);
new_temp = make_ssa_name (vec_dest, epilog_stmt);
GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
- bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ bsi_insert_before (&exit_bsi, epilog_stmt, BSI_SAME_STMT);
extract_scalar_result = true;
}
int vec_size_in_bits = tree_low_cst (TYPE_SIZE (vectype), 1);
tree vec_temp;
- if (vec_shr_optab->handlers[mode].insn_code != CODE_FOR_nothing)
+ if (optab_handler (vec_shr_optab, mode)->insn_code != CODE_FOR_nothing)
shift_code = VEC_RSHIFT_EXPR;
else
have_whole_vector_shift = false;
else
{
optab optab = optab_for_tree_code (code, vectype);
- if (optab->handlers[mode].insn_code == CODE_FOR_nothing)
+ if (optab_handler (optab, mode)->insn_code == CODE_FOR_nothing)
have_whole_vector_shift = false;
}
bit_offset /= 2)
{
tree bitpos = size_int (bit_offset);
-
- epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
- vec_dest,
- build2 (shift_code, vectype,
- new_temp, bitpos));
+ tree tmp = build2 (shift_code, vectype, new_temp, bitpos);
+ epilog_stmt = build_gimple_modify_stmt (vec_dest, tmp);
new_name = make_ssa_name (vec_dest, epilog_stmt);
GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_name;
- bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ bsi_insert_before (&exit_bsi, epilog_stmt, BSI_SAME_STMT);
- epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
- vec_dest,
- build2 (code, vectype,
- new_name, new_temp));
+ tmp = build2 (code, vectype, new_name, new_temp);
+ epilog_stmt = build_gimple_modify_stmt (vec_dest, tmp);
new_temp = make_ssa_name (vec_dest, epilog_stmt);
GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
- bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ bsi_insert_before (&exit_bsi, epilog_stmt, BSI_SAME_STMT);
}
extract_scalar_result = true;
rhs = build3 (BIT_FIELD_REF, scalar_type, vec_temp, bitsize,
bitsize_zero_node);
BIT_FIELD_REF_UNSIGNED (rhs) = TYPE_UNSIGNED (scalar_type);
- epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
- new_scalar_dest, rhs);
+ epilog_stmt = build_gimple_modify_stmt (new_scalar_dest, rhs);
new_temp = make_ssa_name (new_scalar_dest, epilog_stmt);
GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
- bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ bsi_insert_before (&exit_bsi, epilog_stmt, BSI_SAME_STMT);
for (bit_offset = element_bitsize;
bit_offset < vec_size_in_bits;
bit_offset += element_bitsize)
{
+ tree tmp;
tree bitpos = bitsize_int (bit_offset);
tree rhs = build3 (BIT_FIELD_REF, scalar_type, vec_temp, bitsize,
bitpos);
BIT_FIELD_REF_UNSIGNED (rhs) = TYPE_UNSIGNED (scalar_type);
- epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
- new_scalar_dest, rhs);
+ epilog_stmt = build_gimple_modify_stmt (new_scalar_dest, rhs);
new_name = make_ssa_name (new_scalar_dest, epilog_stmt);
GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_name;
- bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ bsi_insert_before (&exit_bsi, epilog_stmt, BSI_SAME_STMT);
- epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
- new_scalar_dest,
- build2 (code, scalar_type, new_name, new_temp));
+ tmp = build2 (code, scalar_type, new_name, new_temp);
+ epilog_stmt = build_gimple_modify_stmt (new_scalar_dest, tmp);
new_temp = make_ssa_name (new_scalar_dest, epilog_stmt);
GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
- bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ bsi_insert_before (&exit_bsi, epilog_stmt, BSI_SAME_STMT);
}
extract_scalar_result = false;
{
tree rhs;
+ gcc_assert (!nested_in_vect_loop);
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "extract scalar result");
rhs = build3 (BIT_FIELD_REF, scalar_type, new_temp, bitsize, bitpos);
BIT_FIELD_REF_UNSIGNED (rhs) = TYPE_UNSIGNED (scalar_type);
- epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
- new_scalar_dest, rhs);
+ epilog_stmt = build_gimple_modify_stmt (new_scalar_dest, rhs);
new_temp = make_ssa_name (new_scalar_dest, epilog_stmt);
GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
- bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ bsi_insert_before (&exit_bsi, epilog_stmt, BSI_SAME_STMT);
}
- /* 2.4 Adjust the final result by the initial value of the reduction
+vect_finalize_reduction:
+
+ /* 2.5 Adjust the final result by the initial value of the reduction
variable. (When such adjustment is not needed, then
- 'scalar_initial_def' is zero).
+ 'adjustment_def' is zero). For example, if code is PLUS we create:
+ new_temp = loop_exit_def + adjustment_def */
- Create:
- s_out4 = scalar_expr <s_out3, scalar_initial_def> */
-
- if (scalar_initial_def)
+ if (adjustment_def)
{
- epilog_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
- new_scalar_dest,
- build2 (code, scalar_type, new_temp, scalar_initial_def));
- new_temp = make_ssa_name (new_scalar_dest, epilog_stmt);
+ if (nested_in_vect_loop)
+ {
+ gcc_assert (TREE_CODE (TREE_TYPE (adjustment_def)) == VECTOR_TYPE);
+ expr = build2 (code, vectype, PHI_RESULT (new_phi), adjustment_def);
+ new_dest = vect_create_destination_var (scalar_dest, vectype);
+ }
+ else
+ {
+ gcc_assert (TREE_CODE (TREE_TYPE (adjustment_def)) != VECTOR_TYPE);
+ expr = build2 (code, scalar_type, new_temp, adjustment_def);
+ new_dest = vect_create_destination_var (scalar_dest, scalar_type);
+ }
+ epilog_stmt = build_gimple_modify_stmt (new_dest, expr);
+ new_temp = make_ssa_name (new_dest, epilog_stmt);
GIMPLE_STMT_OPERAND (epilog_stmt, 0) = new_temp;
- bsi_insert_after (&exit_bsi, epilog_stmt, BSI_NEW_STMT);
+ bsi_insert_before (&exit_bsi, epilog_stmt, BSI_SAME_STMT);
}
- /* 2.6 Replace uses of s_out0 with uses of s_out3 */
- /* Find the loop-closed-use at the loop exit of the original scalar result.
+ /* 2.6 Handle the loop-exit phi */
+
+ /* Replace uses of s_out0 with uses of s_out3:
+ Find the loop-closed-use at the loop exit of the original scalar result.
(The reduction result is expected to have two immediate uses - one at the
latch block, and one at the loop exit). */
- exit_phi = NULL;
+ phis = VEC_alloc (tree, heap, 10);
FOR_EACH_IMM_USE_FAST (use_p, imm_iter, scalar_dest)
{
if (!flow_bb_inside_loop_p (loop, bb_for_stmt (USE_STMT (use_p))))
{
exit_phi = USE_STMT (use_p);
- break;
+ VEC_quick_push (tree, phis, exit_phi);
}
}
/* We expect to have found an exit_phi because of loop-closed-ssa form. */
- gcc_assert (exit_phi);
- /* Replace the uses: */
- orig_name = PHI_RESULT (exit_phi);
- FOR_EACH_IMM_USE_STMT (use_stmt, imm_iter, orig_name)
- FOR_EACH_IMM_USE_ON_STMT (use_p, imm_iter)
- SET_USE (use_p, new_temp);
+ gcc_assert (!VEC_empty (tree, phis));
+
+ for (i = 0; VEC_iterate (tree, phis, i, exit_phi); i++)
+ {
+ if (nested_in_vect_loop)
+ {
+ stmt_vec_info stmt_vinfo = vinfo_for_stmt (exit_phi);
+
+ /* FORNOW. Currently not supporting the case that an inner-loop reduction
+ is not used in the outer-loop (but only outside the outer-loop). */
+ gcc_assert (STMT_VINFO_RELEVANT_P (stmt_vinfo)
+ && !STMT_VINFO_LIVE_P (stmt_vinfo));
+
+ epilog_stmt = adjustment_def ? epilog_stmt : new_phi;
+ STMT_VINFO_VEC_STMT (stmt_vinfo) = epilog_stmt;
+ set_stmt_info (get_stmt_ann (epilog_stmt),
+ new_stmt_vec_info (epilog_stmt, loop_vinfo));
+ continue;
+ }
+
+ /* Replace the uses: */
+ orig_name = PHI_RESULT (exit_phi);
+ FOR_EACH_IMM_USE_STMT (use_stmt, imm_iter, orig_name)
+ FOR_EACH_IMM_USE_ON_STMT (use_p, imm_iter)
+ SET_USE (use_p, new_temp);
+ }
+ VEC_free (tree, heap, phis);
}
and it's STMT_VINFO_RELATED_STMT points to the last stmt in the original
sequence that had been detected and replaced by the pattern-stmt (STMT).
- In some cases of reduction patterns, the type of the reduction variable X is
+ In some cases of reduction patterns, the type of the reduction variable X is
different than the type of the other arguments of STMT.
In such cases, the vectype that is used when transforming STMT into a vector
- stmt is different than the vectype that is used to determine the
+ stmt is different than the vectype that is used to determine the
vectorization factor, because it consists of a different number of elements
than the actual number of elements that are being operated upon in parallel.
- For example, consider an accumulation of shorts into an int accumulator.
+ For example, consider an accumulation of shorts into an int accumulator.
On some targets it's possible to vectorize this pattern operating on 8
shorts at a time (hence, the vectype for purposes of determining the
vectorization factor should be V8HI); on the other hand, the vectype that
- is used to create the vector form is actually V4SI (the type of the result).
+ is used to create the vector form is actually V4SI (the type of the result).
- Upon entry to this function, STMT_VINFO_VECTYPE records the vectype that
- indicates what is the actual level of parallelism (V8HI in the example), so
- that the right vectorization factor would be derived. This vectype
- corresponds to the type of arguments to the reduction stmt, and should *NOT*
+ Upon entry to this function, STMT_VINFO_VECTYPE records the vectype that
+ indicates what is the actual level of parallelism (V8HI in the example), so
+ that the right vectorization factor would be derived. This vectype
+ corresponds to the type of arguments to the reduction stmt, and should *NOT*
be used to create the vectorized stmt. The right vectype for the vectorized
- stmt is obtained from the type of the result X:
+ stmt is obtained from the type of the result X:
get_vectype_for_scalar_type (TREE_TYPE (X))
- This means that, contrary to "regular" reductions (or "regular" stmts in
+ This means that, contrary to "regular" reductions (or "regular" stmts in
general), the following equation:
STMT_VINFO_VECTYPE == get_vectype_for_scalar_type (TREE_TYPE (X))
does *NOT* necessarily hold for reduction patterns. */
tree new_stmt = NULL_TREE;
int j;
+ if (nested_in_vect_loop_p (loop, stmt))
+ {
+ loop = loop->inner;
+ /* FORNOW. This restriction should be relaxed. */
+ if (ncopies > 1)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "multiple types in nested loop.");
+ return false;
+ }
+ }
+
gcc_assert (ncopies >= 1);
/* 1. Is vectorizable reduction? */
/* Not supportable if the reduction variable is used in the loop. */
- if (STMT_VINFO_RELEVANT_P (stmt_info))
+ if (STMT_VINFO_RELEVANT (stmt_info) > vect_used_in_outer)
return false;
- if (!STMT_VINFO_LIVE_P (stmt_info))
+ /* Reductions that are not used even in an enclosing outer-loop,
+ are expected to be "live" (used out of the loop). */
+ if (STMT_VINFO_RELEVANT (stmt_info) == vect_unused_in_loop
+ && !STMT_VINFO_LIVE_P (stmt_info))
return false;
/* Make sure it was already recognized as a reduction computation. */
operation = GIMPLE_STMT_OPERAND (stmt, 1);
code = TREE_CODE (operation);
- op_type = TREE_CODE_LENGTH (code);
+ op_type = TREE_OPERAND_LENGTH (operation);
if (op_type != binary_op && op_type != ternary_op)
return false;
scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
op = TREE_OPERAND (operation, i);
is_simple_use = vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt);
gcc_assert (is_simple_use);
- gcc_assert (dt == vect_loop_def || dt == vect_invariant_def ||
- dt == vect_constant_def);
+ if (dt != vect_loop_def
+ && dt != vect_invariant_def
+ && dt != vect_constant_def
+ && dt != vect_induction_def)
+ return false;
}
op = TREE_OPERAND (operation, i);
gcc_assert (dt == vect_reduction_def);
gcc_assert (TREE_CODE (def_stmt) == PHI_NODE);
if (orig_stmt)
- gcc_assert (orig_stmt == vect_is_simple_reduction (loop, def_stmt));
+ gcc_assert (orig_stmt == vect_is_simple_reduction (loop_vinfo, def_stmt));
else
- gcc_assert (stmt == vect_is_simple_reduction (loop, def_stmt));
+ gcc_assert (stmt == vect_is_simple_reduction (loop_vinfo, def_stmt));
if (STMT_VINFO_LIVE_P (vinfo_for_stmt (def_stmt)))
return false;
return false;
}
vec_mode = TYPE_MODE (vectype);
- if (optab->handlers[(int) vec_mode].insn_code == CODE_FOR_nothing)
+ if (optab_handler (optab, vec_mode)->insn_code == CODE_FOR_nothing)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "op not supported by target.");
fprintf (vect_dump, "no optab for reduction.");
epilog_reduc_code = NUM_TREE_CODES;
}
- if (reduc_optab->handlers[(int) vec_mode].insn_code == CODE_FOR_nothing)
+ if (optab_handler (reduc_optab, vec_mode)->insn_code == CODE_FOR_nothing)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "reduc op not supported by target.");
if (!vec_stmt) /* transformation not required. */
{
STMT_VINFO_TYPE (stmt_info) = reduc_vec_info_type;
+ vect_model_reduction_cost (stmt_info, epilog_reduc_code, ncopies);
+ return true;
+ }
+
+ /** Transform. **/
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform reduction.");
+
+ /* Create the destination vector */
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+
+ /* Create the reduction-phi that defines the reduction-operand. */
+ new_phi = create_phi_node (vec_dest, loop->header);
+
+ /* In case the vectorization factor (VF) is bigger than the number
+ of elements that we can fit in a vectype (nunits), we have to generate
+ more than one vector stmt - i.e - we need to "unroll" the
+ vector stmt by a factor VF/nunits. For more details see documentation
+ in vectorizable_operation. */
+
+ prev_stmt_info = NULL;
+ for (j = 0; j < ncopies; j++)
+ {
+ /* Handle uses. */
+ if (j == 0)
+ {
+ op = TREE_OPERAND (operation, 0);
+ loop_vec_def0 = vect_get_vec_def_for_operand (op, stmt, NULL);
+ if (op_type == ternary_op)
+ {
+ op = TREE_OPERAND (operation, 1);
+ loop_vec_def1 = vect_get_vec_def_for_operand (op, stmt, NULL);
+ }
+
+ /* Get the vector def for the reduction variable from the phi node */
+ reduc_def = PHI_RESULT (new_phi);
+ }
+ else
+ {
+ enum vect_def_type dt = vect_unknown_def_type; /* Dummy */
+ loop_vec_def0 = vect_get_vec_def_for_stmt_copy (dt, loop_vec_def0);
+ if (op_type == ternary_op)
+ loop_vec_def1 = vect_get_vec_def_for_stmt_copy (dt, loop_vec_def1);
+
+ /* Get the vector def for the reduction variable from the vectorized
+ reduction operation generated in the previous iteration (j-1) */
+ reduc_def = GIMPLE_STMT_OPERAND (new_stmt ,0);
+ }
+
+ /* Arguments are ready. create the new vector stmt. */
+ if (op_type == binary_op)
+ expr = build2 (code, vectype, loop_vec_def0, reduc_def);
+ else
+ expr = build3 (code, vectype, loop_vec_def0, loop_vec_def1,
+ reduc_def);
+ new_stmt = build_gimple_modify_stmt (vec_dest, expr);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ }
+
+ /* Finalize the reduction-phi (set it's arguments) and create the
+ epilog reduction code. */
+ vect_create_epilog_for_reduction (new_temp, stmt, epilog_reduc_code, new_phi);
+ return true;
+}
+
+/* Checks if CALL can be vectorized in type VECTYPE. Returns
+ a function declaration if the target has a vectorized version
+ of the function, or NULL_TREE if the function cannot be vectorized. */
+
+tree
+vectorizable_function (tree call, tree vectype_out, tree vectype_in)
+{
+ tree fndecl = get_callee_fndecl (call);
+ enum built_in_function code;
+
+ /* We only handle functions that do not read or clobber memory -- i.e.
+ const or novops ones. */
+ if (!(call_expr_flags (call) & (ECF_CONST | ECF_NOVOPS)))
+ return NULL_TREE;
+
+ if (!fndecl
+ || TREE_CODE (fndecl) != FUNCTION_DECL
+ || !DECL_BUILT_IN (fndecl))
+ return NULL_TREE;
+
+ code = DECL_FUNCTION_CODE (fndecl);
+ return targetm.vectorize.builtin_vectorized_function (code, vectype_out,
+ vectype_in);
+}
+
+/* Function vectorizable_call.
+
+ Check if STMT performs a function call that can be vectorized.
+ If VEC_STMT is also passed, vectorize the STMT: create a vectorized
+ stmt to replace it, put it in VEC_STMT, and insert it at BSI.
+ Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+
+bool
+vectorizable_call (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
+{
+ tree vec_dest;
+ tree scalar_dest;
+ tree operation;
+ tree op, type;
+ tree vec_oprnd0 = NULL_TREE, vec_oprnd1 = NULL_TREE;
+ stmt_vec_info stmt_info = vinfo_for_stmt (stmt), prev_stmt_info;
+ tree vectype_out, vectype_in;
+ int nunits_in;
+ int nunits_out;
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ tree fndecl, rhs, new_temp, def, def_stmt, rhs_type, lhs_type;
+ enum vect_def_type dt[2] = {vect_unknown_def_type, vect_unknown_def_type};
+ tree new_stmt;
+ int ncopies, j, nargs;
+ call_expr_arg_iterator iter;
+ tree vargs;
+ enum { NARROW, NONE, WIDEN } modifier;
+
+ if (!STMT_VINFO_RELEVANT_P (stmt_info))
+ return false;
+
+ if (STMT_VINFO_DEF_TYPE (stmt_info) != vect_loop_def)
+ return false;
+
+ /* FORNOW: not yet supported. */
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "value used after loop.");
+ return false;
+ }
+
+ /* Is STMT a vectorizable call? */
+ if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
+ return false;
+
+ if (TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 0)) != SSA_NAME)
+ return false;
+
+ operation = GIMPLE_STMT_OPERAND (stmt, 1);
+ if (TREE_CODE (operation) != CALL_EXPR)
+ return false;
+
+ /* Process function arguments. */
+ rhs_type = NULL_TREE;
+ nargs = 0;
+ FOR_EACH_CALL_EXPR_ARG (op, iter, operation)
+ {
+ /* Bail out if the function has more than two arguments, we
+ do not have interesting builtin functions to vectorize with
+ more than two arguments. */
+ if (nargs >= 2)
+ return false;
+
+ /* We can only handle calls with arguments of the same type. */
+ if (rhs_type
+ && rhs_type != TREE_TYPE (op))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "argument types differ.");
+ return false;
+ }
+ rhs_type = TREE_TYPE (op);
+
+ if (!vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt[nargs]))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
+
+ ++nargs;
+ }
+
+ /* No arguments is also not good. */
+ if (nargs == 0)
+ return false;
+
+ vectype_in = get_vectype_for_scalar_type (rhs_type);
+ nunits_in = TYPE_VECTOR_SUBPARTS (vectype_in);
+
+ lhs_type = TREE_TYPE (GIMPLE_STMT_OPERAND (stmt, 0));
+ vectype_out = get_vectype_for_scalar_type (lhs_type);
+ nunits_out = TYPE_VECTOR_SUBPARTS (vectype_out);
+
+ /* FORNOW */
+ if (nunits_in == nunits_out / 2)
+ modifier = NARROW;
+ else if (nunits_out == nunits_in)
+ modifier = NONE;
+ else if (nunits_out == nunits_in / 2)
+ modifier = WIDEN;
+ else
+ return false;
+
+ /* For now, we only vectorize functions if a target specific builtin
+ is available. TODO -- in some cases, it might be profitable to
+ insert the calls for pieces of the vector, in order to be able
+ to vectorize other operations in the loop. */
+ fndecl = vectorizable_function (operation, vectype_out, vectype_in);
+ if (fndecl == NULL_TREE)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "function is not vectorizable.");
+
+ return false;
+ }
+
+ gcc_assert (ZERO_SSA_OPERANDS (stmt, SSA_OP_ALL_VIRTUALS));
+
+ if (modifier == NARROW)
+ ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits_out;
+ else
+ ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits_in;
+
+ /* Sanity check: make sure that at least one copy of the vectorized stmt
+ needs to be generated. */
+ gcc_assert (ncopies >= 1);
+
+ /* FORNOW. This restriction should be relaxed. */
+ if (nested_in_vect_loop_p (loop, stmt) && ncopies > 1)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "multiple types in nested loop.");
+ return false;
+ }
+
+ if (!vec_stmt) /* transformation not required. */
+ {
+ STMT_VINFO_TYPE (stmt_info) = call_vec_info_type;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "=== vectorizable_call ===");
+ vect_model_simple_cost (stmt_info, ncopies, dt);
return true;
}
/** Transform. **/
- if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "transform reduction.");
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform operation.");
+
+ /* FORNOW. This restriction should be relaxed. */
+ if (nested_in_vect_loop_p (loop, stmt) && ncopies > 1)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "multiple types in nested loop.");
+ return false;
+ }
+
+ /* Handle def. */
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ vec_dest = vect_create_destination_var (scalar_dest, vectype_out);
+
+ prev_stmt_info = NULL;
+ switch (modifier)
+ {
+ case NONE:
+ for (j = 0; j < ncopies; ++j)
+ {
+ /* Build argument list for the vectorized call. */
+ /* FIXME: Rewrite this so that it doesn't
+ construct a temporary list. */
+ vargs = NULL_TREE;
+ nargs = 0;
+ FOR_EACH_CALL_EXPR_ARG (op, iter, operation)
+ {
+ if (j == 0)
+ vec_oprnd0
+ = vect_get_vec_def_for_operand (op, stmt, NULL);
+ else
+ vec_oprnd0
+ = vect_get_vec_def_for_stmt_copy (dt[nargs], vec_oprnd0);
+
+ vargs = tree_cons (NULL_TREE, vec_oprnd0, vargs);
+
+ ++nargs;
+ }
+ vargs = nreverse (vargs);
+
+ rhs = build_function_call_expr (fndecl, vargs);
+ new_stmt = build_gimple_modify_stmt (vec_dest, rhs);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ }
+
+ break;
+
+ case NARROW:
+ for (j = 0; j < ncopies; ++j)
+ {
+ /* Build argument list for the vectorized call. */
+ /* FIXME: Rewrite this so that it doesn't
+ construct a temporary list. */
+ vargs = NULL_TREE;
+ nargs = 0;
+ FOR_EACH_CALL_EXPR_ARG (op, iter, operation)
+ {
+ if (j == 0)
+ {
+ vec_oprnd0
+ = vect_get_vec_def_for_operand (op, stmt, NULL);
+ vec_oprnd1
+ = vect_get_vec_def_for_stmt_copy (dt[nargs], vec_oprnd0);
+ }
+ else
+ {
+ vec_oprnd0
+ = vect_get_vec_def_for_stmt_copy (dt[nargs], vec_oprnd1);
+ vec_oprnd1
+ = vect_get_vec_def_for_stmt_copy (dt[nargs], vec_oprnd0);
+ }
+
+ vargs = tree_cons (NULL_TREE, vec_oprnd0, vargs);
+ vargs = tree_cons (NULL_TREE, vec_oprnd1, vargs);
- /* Create the destination vector */
- vec_dest = vect_create_destination_var (scalar_dest, vectype);
+ ++nargs;
+ }
+ vargs = nreverse (vargs);
- /* Create the reduction-phi that defines the reduction-operand. */
- new_phi = create_phi_node (vec_dest, loop->header);
+ rhs = build_function_call_expr (fndecl, vargs);
+ new_stmt = build_gimple_modify_stmt (vec_dest, rhs);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
- /* In case the vectorization factor (VF) is bigger than the number
- of elements that we can fit in a vectype (nunits), we have to generate
- more than one vector stmt - i.e - we need to "unroll" the
- vector stmt by a factor VF/nunits. For more details see documentation
- in vectorizable_operation. */
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
- prev_stmt_info = NULL;
- for (j = 0; j < ncopies; j++)
- {
- /* Handle uses. */
- if (j == 0)
- {
- op = TREE_OPERAND (operation, 0);
- loop_vec_def0 = vect_get_vec_def_for_operand (op, stmt, NULL);
- if (op_type == ternary_op)
- {
- op = TREE_OPERAND (operation, 1);
- loop_vec_def1 = vect_get_vec_def_for_operand (op, stmt, NULL);
- }
-
- /* Get the vector def for the reduction variable from the phi node */
- reduc_def = PHI_RESULT (new_phi);
- }
- else
- {
- enum vect_def_type dt = vect_unknown_def_type; /* Dummy */
- loop_vec_def0 = vect_get_vec_def_for_stmt_copy (dt, loop_vec_def0);
- if (op_type == ternary_op)
- loop_vec_def1 = vect_get_vec_def_for_stmt_copy (dt, loop_vec_def1);
-
- /* Get the vector def for the reduction variable from the vectorized
- reduction operation generated in the previous iteration (j-1) */
- reduc_def = GIMPLE_STMT_OPERAND (new_stmt ,0);
- }
-
- /* Arguments are ready. create the new vector stmt. */
-
- if (op_type == binary_op)
- expr = build2 (code, vectype, loop_vec_def0, reduc_def);
- else
- expr = build3 (code, vectype, loop_vec_def0, loop_vec_def1,
- reduc_def);
- new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest, expr);
- new_temp = make_ssa_name (vec_dest, new_stmt);
- GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
- vect_finish_stmt_generation (stmt, new_stmt, bsi);
-
- if (j == 0)
- STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
- else
- STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
- prev_stmt_info = vinfo_for_stmt (new_stmt);
- }
-
- /* Finalize the reduction-phi (set it's arguments) and create the
- epilog reduction code. */
- vect_create_epilog_for_reduction (new_temp, stmt, epilog_reduc_code, new_phi);
- return true;
-}
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
-/* Checks if CALL can be vectorized in type VECTYPE. Returns
- true if the target has a vectorized version of the function,
- or false if the function cannot be vectorized. */
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ }
-bool
-vectorizable_function (tree call, tree vectype)
-{
- tree fndecl = get_callee_fndecl (call);
+ *vec_stmt = STMT_VINFO_VEC_STMT (stmt_info);
- /* We only handle functions that do not read or clobber memory -- i.e.
- const or novops ones. */
- if (!(call_expr_flags (call) & (ECF_CONST | ECF_NOVOPS)))
- return false;
+ break;
- if (!fndecl
- || TREE_CODE (fndecl) != FUNCTION_DECL
- || !DECL_BUILT_IN (fndecl))
- return false;
+ case WIDEN:
+ /* No current target implements this case. */
+ return false;
+ }
- if (targetm.vectorize.builtin_vectorized_function (DECL_FUNCTION_CODE (fndecl), vectype))
- return true;
+ /* The call in STMT might prevent it from being removed in dce.
+ We however cannot remove it here, due to the way the ssa name
+ it defines is mapped to the new definition. So just replace
+ rhs of the statement with something harmless. */
+ type = TREE_TYPE (scalar_dest);
+ GIMPLE_STMT_OPERAND (stmt, 1) = fold_convert (type, integer_zero_node);
+ update_stmt (stmt);
- return false;
+ return true;
}
-/* Returns an expression that performs a call to vectorized version
- of FNDECL in type VECTYPE, with the arguments given by ARGS.
- If extra statements need to be generated, they are inserted
- before BSI. */
+
+/* Function vect_gen_widened_results_half
+
+ Create a vector stmt whose code, type, number of arguments, and result
+ variable are CODE, VECTYPE, OP_TYPE, and VEC_DEST, and its arguments are
+ VEC_OPRND0 and VEC_OPRND1. The new vector stmt is to be inserted at BSI.
+ In the case that CODE is a CALL_EXPR, this means that a call to DECL
+ needs to be created (DECL is a function-decl of a target-builtin).
+ STMT is the original scalar stmt that we are vectorizing. */
static tree
-build_vectorized_function_call (tree fndecl,
- tree vectype, tree args)
-{
- tree vfndecl;
- enum built_in_function code = DECL_FUNCTION_CODE (fndecl);
+vect_gen_widened_results_half (enum tree_code code, tree vectype, tree decl,
+ tree vec_oprnd0, tree vec_oprnd1, int op_type,
+ tree vec_dest, block_stmt_iterator *bsi,
+ tree stmt)
+{
+ tree expr;
+ tree new_stmt;
+ tree new_temp;
+ tree sym;
+ ssa_op_iter iter;
+
+ /* Generate half of the widened result: */
+ if (code == CALL_EXPR)
+ {
+ /* Target specific support */
+ if (op_type == binary_op)
+ expr = build_call_expr (decl, 2, vec_oprnd0, vec_oprnd1);
+ else
+ expr = build_call_expr (decl, 1, vec_oprnd0);
+ }
+ else
+ {
+ /* Generic support */
+ gcc_assert (op_type == TREE_CODE_LENGTH (code));
+ if (op_type == binary_op)
+ expr = build2 (code, vectype, vec_oprnd0, vec_oprnd1);
+ else
+ expr = build1 (code, vectype, vec_oprnd0);
+ }
+ new_stmt = build_gimple_modify_stmt (vec_dest, expr);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
- /* The target specific builtin should be available. */
- vfndecl = targetm.vectorize.builtin_vectorized_function (code, vectype);
- gcc_assert (vfndecl != NULL_TREE);
+ if (code == CALL_EXPR)
+ {
+ FOR_EACH_SSA_TREE_OPERAND (sym, new_stmt, iter, SSA_OP_ALL_VIRTUALS)
+ {
+ if (TREE_CODE (sym) == SSA_NAME)
+ sym = SSA_NAME_VAR (sym);
+ mark_sym_for_renaming (sym);
+ }
+ }
- return build_function_call_expr (vfndecl, args);
+ return new_stmt;
}
-/* Function vectorizable_call.
- Check if STMT performs a function call that can be vectorized.
- If VEC_STMT is also passed, vectorize the STMT: create a vectorized
- stmt to replace it, put it in VEC_STMT, and insert it at BSI.
- Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+/* Function vectorizable_conversion.
+
+Check if STMT performs a conversion operation, that can be vectorized.
+If VEC_STMT is also passed, vectorize the STMT: create a vectorized
+stmt to replace it, put it in VEC_STMT, and insert it at BSI.
+Return FALSE if not a vectorizable STMT, TRUE otherwise. */
bool
-vectorizable_call (tree stmt, block_stmt_iterator *bsi, tree *vec_stmt)
+vectorizable_conversion (tree stmt, block_stmt_iterator * bsi,
+ tree * vec_stmt)
{
tree vec_dest;
tree scalar_dest;
tree operation;
- tree op, args, type;
- tree vec_oprnd, vargs, *pvargs_end;
+ tree op0;
+ tree vec_oprnd0 = NULL_TREE, vec_oprnd1 = NULL_TREE;
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
- tree vectype = STMT_VINFO_VECTYPE (stmt_info);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
- tree fndecl, rhs, new_temp, def, def_stmt;
- enum vect_def_type dt;
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ enum tree_code code, code1 = ERROR_MARK, code2 = ERROR_MARK;
+ tree decl1 = NULL_TREE, decl2 = NULL_TREE;
+ tree new_temp;
+ tree def, def_stmt;
+ enum vect_def_type dt0;
+ tree new_stmt;
+ stmt_vec_info prev_stmt_info;
+ int nunits_in;
+ int nunits_out;
+ tree vectype_out, vectype_in;
+ int ncopies, j;
+ tree expr;
+ tree rhs_type, lhs_type;
+ tree builtin_decl;
+ enum { NARROW, NONE, WIDEN } modifier;
+
+ /* Is STMT a vectorizable conversion? */
+
+ if (!STMT_VINFO_RELEVANT_P (stmt_info))
+ return false;
+
+ if (STMT_VINFO_DEF_TYPE (stmt_info) != vect_loop_def)
+ return false;
+
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ /* FORNOW: not yet supported. */
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "value used after loop.");
+ return false;
+ }
- /* Is STMT a vectorizable call? */
if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
return false;
return false;
operation = GIMPLE_STMT_OPERAND (stmt, 1);
- if (TREE_CODE (operation) != CALL_EXPR)
+ code = TREE_CODE (operation);
+ if (code != FIX_TRUNC_EXPR && code != FLOAT_EXPR)
return false;
-
- /* For now, we only vectorize functions if a target specific builtin
- is available. TODO -- in some cases, it might be profitable to
- insert the calls for pieces of the vector, in order to be able
- to vectorize other operations in the loop. */
- if (!vectorizable_function (operation, vectype))
+
+ /* Check types of lhs and rhs */
+ op0 = TREE_OPERAND (operation, 0);
+ rhs_type = TREE_TYPE (op0);
+ vectype_in = get_vectype_for_scalar_type (rhs_type);
+ nunits_in = TYPE_VECTOR_SUBPARTS (vectype_in);
+
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
+ lhs_type = TREE_TYPE (scalar_dest);
+ vectype_out = get_vectype_for_scalar_type (lhs_type);
+ nunits_out = TYPE_VECTOR_SUBPARTS (vectype_out);
+
+ /* FORNOW */
+ if (nunits_in == nunits_out / 2)
+ modifier = NARROW;
+ else if (nunits_out == nunits_in)
+ modifier = NONE;
+ else if (nunits_out == nunits_in / 2)
+ modifier = WIDEN;
+ else
+ return false;
+
+ if (modifier == NONE)
+ gcc_assert (STMT_VINFO_VECTYPE (stmt_info) == vectype_out);
+
+ /* Bail out if the types are both integral or non-integral */
+ if ((INTEGRAL_TYPE_P (rhs_type) && INTEGRAL_TYPE_P (lhs_type))
+ || (!INTEGRAL_TYPE_P (rhs_type) && !INTEGRAL_TYPE_P (lhs_type)))
+ return false;
+
+ if (modifier == NARROW)
+ ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits_out;
+ else
+ ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits_in;
+
+ /* Sanity check: make sure that at least one copy of the vectorized stmt
+ needs to be generated. */
+ gcc_assert (ncopies >= 1);
+
+ /* FORNOW. This restriction should be relaxed. */
+ if (nested_in_vect_loop_p (loop, stmt) && ncopies > 1)
{
if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "function is not vectorizable.");
-
+ fprintf (vect_dump, "multiple types in nested loop.");
return false;
}
- gcc_assert (!stmt_references_memory_p (stmt));
- for (args = TREE_OPERAND (operation, 1); args; args = TREE_CHAIN (args))
+ /* Check the operands of the operation. */
+ if (!vect_is_simple_use (op0, loop_vinfo, &def_stmt, &def, &dt0))
{
- op = TREE_VALUE (args);
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "use not simple.");
+ return false;
+ }
- if (!vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt))
- {
- if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "use not simple.");
- return false;
- }
+ /* Supportable by target? */
+ if ((modifier == NONE
+ && !targetm.vectorize.builtin_conversion (code, vectype_in))
+ || (modifier == WIDEN
+ && !supportable_widening_operation (code, stmt, vectype_in,
+ &decl1, &decl2,
+ &code1, &code2))
+ || (modifier == NARROW
+ && !supportable_narrowing_operation (code, stmt, vectype_in,
+ &code1)))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "op not supported by target.");
+ return false;
}
- if (!vec_stmt) /* transformation not required. */
+ if (modifier != NONE)
+ STMT_VINFO_VECTYPE (stmt_info) = vectype_in;
+
+ if (!vec_stmt) /* transformation not required. */
{
- STMT_VINFO_TYPE (stmt_info) = call_vec_info_type;
+ STMT_VINFO_TYPE (stmt_info) = type_conversion_vec_info_type;
return true;
}
/** Transform. **/
-
if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "transform operation.");
+ fprintf (vect_dump, "transform conversion.");
/* Handle def. */
- scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
- vec_dest = vect_create_destination_var (scalar_dest, vectype);
+ vec_dest = vect_create_destination_var (scalar_dest, vectype_out);
- /* Handle uses. */
- vargs = NULL_TREE;
- pvargs_end = &vargs;
- for (args = TREE_OPERAND (operation, 1); args; args = TREE_CHAIN (args))
+ prev_stmt_info = NULL;
+ switch (modifier)
{
- op = TREE_VALUE (args);
- vec_oprnd = vect_get_vec_def_for_operand (op, stmt, NULL);
-
- *pvargs_end = tree_cons (NULL_TREE, vec_oprnd, NULL_TREE);
- pvargs_end = &TREE_CHAIN (*pvargs_end);
- }
+ case NONE:
+ for (j = 0; j < ncopies; j++)
+ {
+ tree sym;
+ ssa_op_iter iter;
+
+ if (j == 0)
+ vec_oprnd0 = vect_get_vec_def_for_operand (op0, stmt, NULL);
+ else
+ vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+
+ builtin_decl =
+ targetm.vectorize.builtin_conversion (code, vectype_in);
+ new_stmt = build_call_expr (builtin_decl, 1, vec_oprnd0);
+
+ /* Arguments are ready. create the new vector stmt. */
+ new_stmt = build_gimple_modify_stmt (vec_dest, new_stmt);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+ FOR_EACH_SSA_TREE_OPERAND (sym, new_stmt, iter, SSA_OP_ALL_VIRTUALS)
+ {
+ if (TREE_CODE (sym) == SSA_NAME)
+ sym = SSA_NAME_VAR (sym);
+ mark_sym_for_renaming (sym);
+ }
+
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ }
+ break;
+
+ case WIDEN:
+ /* In case the vectorization factor (VF) is bigger than the number
+ of elements that we can fit in a vectype (nunits), we have to
+ generate more than one vector stmt - i.e - we need to "unroll"
+ the vector stmt by a factor VF/nunits. */
+ for (j = 0; j < ncopies; j++)
+ {
+ if (j == 0)
+ vec_oprnd0 = vect_get_vec_def_for_operand (op0, stmt, NULL);
+ else
+ vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+
+ STMT_VINFO_VECTYPE (stmt_info) = vectype_in;
+
+ /* Generate first half of the widened result: */
+ new_stmt
+ = vect_gen_widened_results_half (code1, vectype_out, decl1,
+ vec_oprnd0, vec_oprnd1,
+ unary_op, vec_dest, bsi, stmt);
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+
+ /* Generate second half of the widened result: */
+ new_stmt
+ = vect_gen_widened_results_half (code2, vectype_out, decl2,
+ vec_oprnd0, vec_oprnd1,
+ unary_op, vec_dest, bsi, stmt);
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ }
+ break;
+
+ case NARROW:
+ /* In case the vectorization factor (VF) is bigger than the number
+ of elements that we can fit in a vectype (nunits), we have to
+ generate more than one vector stmt - i.e - we need to "unroll"
+ the vector stmt by a factor VF/nunits. */
+ for (j = 0; j < ncopies; j++)
+ {
+ /* Handle uses. */
+ if (j == 0)
+ {
+ vec_oprnd0 = vect_get_vec_def_for_operand (op0, stmt, NULL);
+ vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+ }
+ else
+ {
+ vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd1);
+ vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+ }
- fndecl = get_callee_fndecl (operation);
- rhs = build_vectorized_function_call (fndecl, vectype, vargs);
- *vec_stmt = build2 (GIMPLE_MODIFY_STMT, vectype, vec_dest, rhs);
- new_temp = make_ssa_name (vec_dest, *vec_stmt);
- GIMPLE_STMT_OPERAND (*vec_stmt, 0) = new_temp;
+ /* Arguments are ready. Create the new vector stmt. */
+ expr = build2 (code1, vectype_out, vec_oprnd0, vec_oprnd1);
+ new_stmt = build_gimple_modify_stmt (vec_dest, expr);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
- vect_finish_stmt_generation (stmt, *vec_stmt, bsi);
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
- /* The call in STMT might prevent it from being removed in dce. We however
- cannot remove it here, due to the way the ssa name it defines is mapped
- to the new definition. So just replace rhs of the statement with something
- harmless. */
- type = TREE_TYPE (scalar_dest);
- TREE_OPERAND (stmt, 1) = fold_convert (type, integer_zero_node);
+ prev_stmt_info = vinfo_for_stmt (new_stmt);
+ }
+ *vec_stmt = STMT_VINFO_VEC_STMT (stmt_info);
+ }
return true;
}
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
tree new_temp;
tree def, def_stmt;
- enum vect_def_type dt;
+ enum vect_def_type dt[2] = {vect_unknown_def_type, vect_unknown_def_type};
int nunits = TYPE_VECTOR_SUBPARTS (vectype);
int ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits;
if (ncopies > 1)
return false; /* FORNOW */
- /* Is vectorizable assignment? */
if (!STMT_VINFO_RELEVANT_P (stmt_info))
return false;
- gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+ if (STMT_VINFO_DEF_TYPE (stmt_info) != vect_loop_def)
+ return false;
+
+ /* FORNOW: not yet supported. */
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "value used after loop.");
+ return false;
+ }
+ /* Is vectorizable assignment? */
if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
return false;
return false;
op = GIMPLE_STMT_OPERAND (stmt, 1);
- if (!vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt))
+ if (!vect_is_simple_use (op, loop_vinfo, &def_stmt, &def, &dt[0]))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "use not simple.");
if (!vec_stmt) /* transformation not required. */
{
STMT_VINFO_TYPE (stmt_info) = assignment_vec_info_type;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "=== vectorizable_assignment ===");
+ vect_model_simple_cost (stmt_info, ncopies, dt);
return true;
}
vec_oprnd = vect_get_vec_def_for_operand (op, stmt, NULL);
/* Arguments are ready. create the new vector stmt. */
- *vec_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest, vec_oprnd);
+ *vec_stmt = build_gimple_modify_stmt (vec_dest, vec_oprnd);
new_temp = make_ssa_name (vec_dest, *vec_stmt);
GIMPLE_STMT_OPERAND (*vec_stmt, 0) = new_temp;
vect_finish_stmt_generation (stmt, *vec_stmt, bsi);
}
+/* Function vectorizable_induction
+
+ Check if PHI performs an induction computation that can be vectorized.
+ If VEC_STMT is also passed, vectorize the induction PHI: create a vectorized
+ phi to replace it, put it in VEC_STMT, and add it to the same basic block.
+ Return FALSE if not a vectorizable STMT, TRUE otherwise. */
+
+bool
+vectorizable_induction (tree phi, block_stmt_iterator *bsi ATTRIBUTE_UNUSED,
+ tree *vec_stmt)
+{
+ stmt_vec_info stmt_info = vinfo_for_stmt (phi);
+ tree vectype = STMT_VINFO_VECTYPE (stmt_info);
+ loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ int nunits = TYPE_VECTOR_SUBPARTS (vectype);
+ int ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits;
+ tree vec_def;
+
+ gcc_assert (ncopies >= 1);
+
+ if (!STMT_VINFO_RELEVANT_P (stmt_info))
+ return false;
+
+ gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_induction_def);
+
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ /* FORNOW: not yet supported. */
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "value used after loop.");
+ return false;
+ }
+
+ if (TREE_CODE (phi) != PHI_NODE)
+ return false;
+
+ if (!vec_stmt) /* transformation not required. */
+ {
+ STMT_VINFO_TYPE (stmt_info) = induc_vec_info_type;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "=== vectorizable_induction ===");
+ vect_model_induction_cost (stmt_info, ncopies);
+ return true;
+ }
+
+ /** Transform. **/
+
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform induction phi.");
+
+ vec_def = get_initial_def_for_induction (phi);
+ *vec_stmt = SSA_NAME_DEF_STMT (vec_def);
+ return true;
+}
+
+
/* Function vectorizable_operation.
Check if STMT performs a binary or unary operation that can be vectorized.
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
enum tree_code code;
enum machine_mode vec_mode;
tree new_temp;
int icode;
enum machine_mode optab_op2_mode;
tree def, def_stmt;
- enum vect_def_type dt0, dt1;
+ enum vect_def_type dt[2] = {vect_unknown_def_type, vect_unknown_def_type};
tree new_stmt;
stmt_vec_info prev_stmt_info;
int nunits_in = TYPE_VECTOR_SUBPARTS (vectype);
int j;
gcc_assert (ncopies >= 1);
+ /* FORNOW. This restriction should be relaxed. */
+ if (nested_in_vect_loop_p (loop, stmt) && ncopies > 1)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "multiple types in nested loop.");
+ return false;
+ }
- /* Is STMT a vectorizable binary/unary operation? */
if (!STMT_VINFO_RELEVANT_P (stmt_info))
return false;
- gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+ if (STMT_VINFO_DEF_TYPE (stmt_info) != vect_loop_def)
+ return false;
+ /* FORNOW: not yet supported. */
if (STMT_VINFO_LIVE_P (stmt_info))
{
- /* FORNOW: not yet supported. */
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "value used after loop.");
return false;
}
+ /* Is STMT a vectorizable binary/unary operation? */
if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
return false;
operation = GIMPLE_STMT_OPERAND (stmt, 1);
code = TREE_CODE (operation);
+
+ /* For pointer addition, we should use the normal plus for
+ the vector addition. */
+ if (code == POINTER_PLUS_EXPR)
+ code = PLUS_EXPR;
+
optab = optab_for_tree_code (code, vectype);
/* Support only unary or binary operations. */
- op_type = TREE_CODE_LENGTH (code);
+ op_type = TREE_OPERAND_LENGTH (operation);
if (op_type != unary_op && op_type != binary_op)
{
if (vect_print_dump_info (REPORT_DETAILS))
}
op0 = TREE_OPERAND (operation, 0);
- if (!vect_is_simple_use (op0, loop_vinfo, &def_stmt, &def, &dt0))
+ if (!vect_is_simple_use (op0, loop_vinfo, &def_stmt, &def, &dt[0]))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "use not simple.");
return false;
}
-
+
if (op_type == binary_op)
{
op1 = TREE_OPERAND (operation, 1);
- if (!vect_is_simple_use (op1, loop_vinfo, &def_stmt, &def, &dt1))
+ if (!vect_is_simple_use (op1, loop_vinfo, &def_stmt, &def, &dt[1]))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "use not simple.");
return false;
}
vec_mode = TYPE_MODE (vectype);
- icode = (int) optab->handlers[(int) vec_mode].insn_code;
+ icode = (int) optab_handler (optab, vec_mode)->insn_code;
if (icode == CODE_FOR_nothing)
{
if (vect_print_dump_info (REPORT_DETAILS))
by a scalar shift operand. */
optab_op2_mode = insn_data[icode].operand[2].mode;
if (! (VECTOR_MODE_P (optab_op2_mode)
- || dt1 == vect_constant_def
- || dt1 == vect_invariant_def))
+ || dt[1] == vect_constant_def
+ || dt[1] == vect_invariant_def))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "operand mode requires invariant argument.");
if (!vec_stmt) /* transformation not required. */
{
STMT_VINFO_TYPE (stmt_info) = op_vec_info_type;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "=== vectorizable_operation ===");
+ vect_model_simple_cost (stmt_info, ncopies, dt);
return true;
}
stmts that use the defs of the current stmt. The example below illustrates
the vectorization process when VF=16 and nunits=4 (i.e - we need to create
4 vectorized stmts):
-
+
before vectorization:
RELATED_STMT VEC_STMT
S1: x = memref - -
S2: z = x + 1 - -
-
+
step 1: vectorize stmt S1 (done in vectorizable_load. See more details
there):
RELATED_STMT VEC_STMT
VS1_3: vx3 = memref3 - -
S1: x = load - VS1_0
S2: z = x + 1 - -
-
+
step2: vectorize stmt S2 (done here):
To vectorize stmt S2 we first need to find the relevant vector
def for the first operand 'x'. This is, as usual, obtained from
VS2_2: vz2 = vx2 + v1 VS2_3 -
VS2_3: vz3 = vx3 + v1 - -
S2: z = x + 1 - VS2_0 */
-
+
prev_stmt_info = NULL;
for (j = 0; j < ncopies; j++)
{
}
else
{
- vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+ vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt[0], vec_oprnd0);
if (op_type == binary_op)
- vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt1, vec_oprnd1);
+ vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt[1], vec_oprnd1);
}
/* Arguments are ready. create the new vector stmt. */
-
+
if (op_type == binary_op)
- new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
+ new_stmt = build_gimple_modify_stmt (vec_dest,
build2 (code, vectype, vec_oprnd0, vec_oprnd1));
else
- new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
+ new_stmt = build_gimple_modify_stmt (vec_dest,
build1 (code, vectype, vec_oprnd0));
new_temp = make_ssa_name (vec_dest, new_stmt);
GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
vect_finish_stmt_generation (stmt, new_stmt, bsi);
-
+
if (j == 0)
STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
else
/* Function vectorizable_type_demotion
-
+
Check if STMT performs a binary or unary operation that involves
type demotion, and if it can be vectorized.
If VEC_STMT is also passed, vectorize the STMT: create a vectorized
stmt to replace it, put it in VEC_STMT, and insert it at BSI.
Return FALSE if not a vectorizable STMT, TRUE otherwise. */
-
+
bool
vectorizable_type_demotion (tree stmt, block_stmt_iterator *bsi,
- tree *vec_stmt)
+ tree *vec_stmt)
{
tree vec_dest;
tree scalar_dest;
tree vec_oprnd0=NULL, vec_oprnd1=NULL;
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
- enum tree_code code;
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ enum tree_code code, code1 = ERROR_MARK;
tree new_temp;
tree def, def_stmt;
- enum vect_def_type dt0;
+ enum vect_def_type dt[2] = {vect_unknown_def_type, vect_unknown_def_type};
tree new_stmt;
stmt_vec_info prev_stmt_info;
int nunits_in;
int j;
tree expr;
tree vectype_in;
- tree scalar_type;
- optab optab;
- enum machine_mode vec_mode;
-
- /* Is STMT a vectorizable type-demotion operation? */
-
+
if (!STMT_VINFO_RELEVANT_P (stmt_info))
return false;
-
- gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
-
+
+ if (STMT_VINFO_DEF_TYPE (stmt_info) != vect_loop_def)
+ return false;
+
+ /* FORNOW: not yet supported. */
if (STMT_VINFO_LIVE_P (stmt_info))
{
- /* FORNOW: not yet supported. */
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "value used after loop.");
return false;
}
-
+
+ /* Is STMT a vectorizable type-demotion operation? */
if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
return false;
-
+
if (TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 0)) != SSA_NAME)
return false;
-
+
operation = GIMPLE_STMT_OPERAND (stmt, 1);
code = TREE_CODE (operation);
if (code != NOP_EXPR && code != CONVERT_EXPR)
return false;
-
+
op0 = TREE_OPERAND (operation, 0);
vectype_in = get_vectype_for_scalar_type (TREE_TYPE (op0));
nunits_in = TYPE_VECTOR_SUBPARTS (vectype_in);
-
+
scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
- scalar_type = TREE_TYPE (scalar_dest);
- vectype_out = get_vectype_for_scalar_type (scalar_type);
+ vectype_out = get_vectype_for_scalar_type (TREE_TYPE (scalar_dest));
nunits_out = TYPE_VECTOR_SUBPARTS (vectype_out);
if (nunits_in != nunits_out / 2) /* FORNOW */
return false;
-
+
ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits_out;
gcc_assert (ncopies >= 1);
-
+ /* FORNOW. This restriction should be relaxed. */
+ if (nested_in_vect_loop_p (loop, stmt) && ncopies > 1)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "multiple types in nested loop.");
+ return false;
+ }
+
+ if (! ((INTEGRAL_TYPE_P (TREE_TYPE (scalar_dest))
+ && INTEGRAL_TYPE_P (TREE_TYPE (op0)))
+ || (SCALAR_FLOAT_TYPE_P (TREE_TYPE (scalar_dest))
+ && SCALAR_FLOAT_TYPE_P (TREE_TYPE (op0))
+ && (code == NOP_EXPR || code == CONVERT_EXPR))))
+ return false;
+
/* Check the operands of the operation. */
- if (!vect_is_simple_use (op0, loop_vinfo, &def_stmt, &def, &dt0))
+ if (!vect_is_simple_use (op0, loop_vinfo, &def_stmt, &def, &dt[0]))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "use not simple.");
return false;
}
-
+
/* Supportable by target? */
- code = VEC_PACK_MOD_EXPR;
- optab = optab_for_tree_code (VEC_PACK_MOD_EXPR, vectype_in);
- if (!optab)
+ if (!supportable_narrowing_operation (code, stmt, vectype_in, &code1))
return false;
-
- vec_mode = TYPE_MODE (vectype_in);
- if (optab->handlers[(int) vec_mode].insn_code == CODE_FOR_nothing)
- return false;
-
+
STMT_VINFO_VECTYPE (stmt_info) = vectype_in;
-
+
if (!vec_stmt) /* transformation not required. */
{
STMT_VINFO_TYPE (stmt_info) = type_demotion_vec_info_type;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "=== vectorizable_demotion ===");
+ vect_model_simple_cost (stmt_info, ncopies, dt);
return true;
}
-
+
/** Transform. **/
-
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "transform type demotion operation. ncopies = %d.",
- ncopies);
-
+ ncopies);
+
/* Handle def. */
vec_dest = vect_create_destination_var (scalar_dest, vectype_out);
/* Handle uses. */
if (j == 0)
{
- enum vect_def_type dt = vect_unknown_def_type; /* Dummy */
vec_oprnd0 = vect_get_vec_def_for_operand (op0, stmt, NULL);
- vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt, vec_oprnd0);
+ vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt[0], vec_oprnd0);
}
else
{
- vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd1);
- vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+ vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt[0], vec_oprnd1);
+ vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt[0], vec_oprnd0);
}
-
+
/* Arguments are ready. Create the new vector stmt. */
- expr = build2 (code, vectype_out, vec_oprnd0, vec_oprnd1);
- new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest, expr);
+ expr = build2 (code1, vectype_out, vec_oprnd0, vec_oprnd1);
+ new_stmt = build_gimple_modify_stmt (vec_dest, expr);
new_temp = make_ssa_name (vec_dest, new_stmt);
GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
vect_finish_stmt_generation (stmt, new_stmt, bsi);
-
+
if (j == 0)
STMT_VINFO_VEC_STMT (stmt_info) = new_stmt;
else
STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
-
+
prev_stmt_info = vinfo_for_stmt (new_stmt);
}
-
+
*vec_stmt = STMT_VINFO_VEC_STMT (stmt_info);
return true;
}
-/* Function vect_gen_widened_results_half
-
- Create a vector stmt whose code, type, number of arguments, and result
- variable are CODE, VECTYPE, OP_TYPE, and VEC_DEST, and its arguments are
- VEC_OPRND0 and VEC_OPRND1. The new vector stmt is to be inserted at BSI.
- In the case that CODE is a CALL_EXPR, this means that a call to DECL
- needs to be created (DECL is a function-decl of a target-builtin).
- STMT is the original scalar stmt that we are vectorizing. */
-
-static tree
-vect_gen_widened_results_half (enum tree_code code, tree vectype, tree decl,
- tree vec_oprnd0, tree vec_oprnd1, int op_type,
- tree vec_dest, block_stmt_iterator *bsi,
- tree stmt)
-{
- tree vec_params;
- tree expr;
- tree new_stmt;
- tree new_temp;
- tree sym;
- ssa_op_iter iter;
-
- /* Generate half of the widened result: */
- if (code == CALL_EXPR)
- {
- /* Target specific support */
- vec_params = build_tree_list (NULL_TREE, vec_oprnd0);
- if (op_type == binary_op)
- vec_params = tree_cons (NULL_TREE, vec_oprnd1, vec_params);
- expr = build_function_call_expr (decl, vec_params);
- }
- else
- {
- /* Generic support */
- gcc_assert (op_type == TREE_CODE_LENGTH (code));
- if (op_type == binary_op)
- expr = build2 (code, vectype, vec_oprnd0, vec_oprnd1);
- else
- expr = build1 (code, vectype, vec_oprnd0);
- }
- new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest, expr);
- new_temp = make_ssa_name (vec_dest, new_stmt);
- GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
- vect_finish_stmt_generation (stmt, new_stmt, bsi);
-
- if (code == CALL_EXPR)
- {
- FOR_EACH_SSA_TREE_OPERAND (sym, new_stmt, iter, SSA_OP_ALL_VIRTUALS)
- {
- if (TREE_CODE (sym) == SSA_NAME)
- sym = SSA_NAME_VAR (sym);
- mark_sym_for_renaming (sym);
- }
- }
-
- return new_stmt;
-}
-
-
/* Function vectorizable_type_promotion
Check if STMT performs a binary or unary operation that involves
tree vec_oprnd0=NULL, vec_oprnd1=NULL;
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
- enum tree_code code, code1 = CODE_FOR_nothing, code2 = CODE_FOR_nothing;
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ enum tree_code code, code1 = ERROR_MARK, code2 = ERROR_MARK;
tree decl1 = NULL_TREE, decl2 = NULL_TREE;
int op_type;
tree def, def_stmt;
- enum vect_def_type dt0, dt1;
+ enum vect_def_type dt[2] = {vect_unknown_def_type, vect_unknown_def_type};
tree new_stmt;
stmt_vec_info prev_stmt_info;
int nunits_in;
int j;
tree vectype_in;
- /* Is STMT a vectorizable type-promotion operation? */
-
if (!STMT_VINFO_RELEVANT_P (stmt_info))
return false;
- gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+ if (STMT_VINFO_DEF_TYPE (stmt_info) != vect_loop_def)
+ return false;
+ /* FORNOW: not yet supported. */
if (STMT_VINFO_LIVE_P (stmt_info))
{
- /* FORNOW: not yet supported. */
if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "value used after loop.");
+ fprintf (vect_dump, "value used after loop.");
return false;
}
+ /* Is STMT a vectorizable type-promotion operation? */
if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
return false;
operation = GIMPLE_STMT_OPERAND (stmt, 1);
code = TREE_CODE (operation);
- if (code != NOP_EXPR && code != WIDEN_MULT_EXPR)
+ if (code != NOP_EXPR && code != CONVERT_EXPR
+ && code != WIDEN_MULT_EXPR)
return false;
op0 = TREE_OPERAND (operation, 0);
vectype_in = get_vectype_for_scalar_type (TREE_TYPE (op0));
nunits_in = TYPE_VECTOR_SUBPARTS (vectype_in);
- ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits_in;
- gcc_assert (ncopies >= 1);
scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
vectype_out = get_vectype_for_scalar_type (TREE_TYPE (scalar_dest));
if (nunits_out != nunits_in / 2) /* FORNOW */
return false;
+ ncopies = LOOP_VINFO_VECT_FACTOR (loop_vinfo) / nunits_in;
+ gcc_assert (ncopies >= 1);
+ /* FORNOW. This restriction should be relaxed. */
+ if (nested_in_vect_loop_p (loop, stmt) && ncopies > 1)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "multiple types in nested loop.");
+ return false;
+ }
+
+ if (! ((INTEGRAL_TYPE_P (TREE_TYPE (scalar_dest))
+ && INTEGRAL_TYPE_P (TREE_TYPE (op0)))
+ || (SCALAR_FLOAT_TYPE_P (TREE_TYPE (scalar_dest))
+ && SCALAR_FLOAT_TYPE_P (TREE_TYPE (op0))
+ && (code == CONVERT_EXPR || code == NOP_EXPR))))
+ return false;
+
/* Check the operands of the operation. */
- if (!vect_is_simple_use (op0, loop_vinfo, &def_stmt, &def, &dt0))
+ if (!vect_is_simple_use (op0, loop_vinfo, &def_stmt, &def, &dt[0]))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "use not simple.");
if (op_type == binary_op)
{
op1 = TREE_OPERAND (operation, 1);
- if (!vect_is_simple_use (op1, loop_vinfo, &def_stmt, &def, &dt1))
+ if (!vect_is_simple_use (op1, loop_vinfo, &def_stmt, &def, &dt[1]))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "use not simple.");
if (!vec_stmt) /* transformation not required. */
{
STMT_VINFO_TYPE (stmt_info) = type_promotion_vec_info_type;
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "=== vectorizable_promotion ===");
+ vect_model_simple_cost (stmt_info, 2*ncopies, dt);
return true;
}
}
else
{
- vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt0, vec_oprnd0);
+ vec_oprnd0 = vect_get_vec_def_for_stmt_copy (dt[0], vec_oprnd0);
if (op_type == binary_op)
- vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt1, vec_oprnd1);
+ vec_oprnd1 = vect_get_vec_def_for_stmt_copy (dt[1], vec_oprnd1);
}
/* Arguments are ready. Create the new vector stmt. We are creating
return false;
}
- if (interleave_high_optab->handlers[(int) mode].insn_code
+ if (optab_handler (interleave_high_optab, mode)->insn_code
== CODE_FOR_nothing
- || interleave_low_optab->handlers[(int) mode].insn_code
+ || optab_handler (interleave_low_optab, mode)->insn_code
== CODE_FOR_nothing)
{
if (vect_print_dump_info (REPORT_DETAILS))
{
tree perm_dest, perm_stmt, vect1, vect2, high, low;
tree vectype = STMT_VINFO_VECTYPE (vinfo_for_stmt (stmt));
- tree scalar_dest;
+ tree scalar_dest, tmp;
int i;
unsigned int j;
VEC(tree,heap) *first, *second;
- scalar_dest = TREE_OPERAND (stmt, 0);
+ scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
first = VEC_alloc (tree, heap, length/2);
second = VEC_alloc (tree, heap, length/2);
vect1 = VEC_index (tree, dr_chain, j);
vect2 = VEC_index (tree, dr_chain, j+length/2);
- /* high = interleave_high (vect1, vect2); */
+ /* Create interleaving stmt:
+ in the case of big endian:
+ high = interleave_high (vect1, vect2)
+ and in the case of little endian:
+ high = interleave_low (vect1, vect2). */
perm_dest = create_tmp_var (vectype, "vect_inter_high");
+ DECL_GIMPLE_REG_P (perm_dest) = 1;
add_referenced_var (perm_dest);
- perm_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, perm_dest,
- build2 (VEC_INTERLEAVE_HIGH_EXPR, vectype, vect1,
- vect2));
+ if (BYTES_BIG_ENDIAN)
+ tmp = build2 (VEC_INTERLEAVE_HIGH_EXPR, vectype, vect1, vect2);
+ else
+ tmp = build2 (VEC_INTERLEAVE_LOW_EXPR, vectype, vect1, vect2);
+ perm_stmt = build_gimple_modify_stmt (perm_dest, tmp);
high = make_ssa_name (perm_dest, perm_stmt);
GIMPLE_STMT_OPERAND (perm_stmt, 0) = high;
vect_finish_stmt_generation (stmt, perm_stmt, bsi);
VEC_replace (tree, *result_chain, 2*j, high);
- /* low = interleave_low (vect1, vect2); */
+ /* Create interleaving stmt:
+ in the case of big endian:
+ low = interleave_low (vect1, vect2)
+ and in the case of little endian:
+ low = interleave_high (vect1, vect2). */
perm_dest = create_tmp_var (vectype, "vect_inter_low");
+ DECL_GIMPLE_REG_P (perm_dest) = 1;
add_referenced_var (perm_dest);
- perm_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, perm_dest,
- build2 (VEC_INTERLEAVE_LOW_EXPR, vectype, vect1,
- vect2));
+ if (BYTES_BIG_ENDIAN)
+ tmp = build2 (VEC_INTERLEAVE_LOW_EXPR, vectype, vect1, vect2);
+ else
+ tmp = build2 (VEC_INTERLEAVE_HIGH_EXPR, vectype, vect1, vect2);
+ perm_stmt = build_gimple_modify_stmt (perm_dest, tmp);
low = make_ssa_name (perm_dest, perm_stmt);
GIMPLE_STMT_OPERAND (perm_stmt, 0) = low;
vect_finish_stmt_generation (stmt, perm_stmt, bsi);
struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info), *first_dr = NULL;
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
enum machine_mode vec_mode;
tree dummy;
- enum dr_alignment_support alignment_support_cheme;
- ssa_op_iter iter;
- def_operand_p def_p;
+ enum dr_alignment_support alignment_support_scheme;
tree def, def_stmt;
enum vect_def_type dt;
stmt_vec_info prev_stmt_info = NULL;
bool strided_store = false;
unsigned int group_size, i;
VEC(tree,heap) *dr_chain = NULL, *oprnds = NULL, *result_chain = NULL;
+ bool inv_p;
+
gcc_assert (ncopies >= 1);
+ /* FORNOW. This restriction should be relaxed. */
+ if (nested_in_vect_loop_p (loop, stmt) && ncopies > 1)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "multiple types in nested loop.");
+ return false;
+ }
+
+ if (!STMT_VINFO_RELEVANT_P (stmt_info))
+ return false;
+
+ if (STMT_VINFO_DEF_TYPE (stmt_info) != vect_loop_def)
+ return false;
+
+ if (STMT_VINFO_LIVE_P (stmt_info))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "value used after loop.");
+ return false;
+ }
+
/* Is vectorizable store? */
if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
vec_mode = TYPE_MODE (vectype);
/* FORNOW. In some cases can vectorize even if data-type not supported
(e.g. - array initialization with 0). */
- if (mov_optab->handlers[(int)vec_mode].insn_code == CODE_FOR_nothing)
+ if (optab_handler (mov_optab, (int)vec_mode)->insn_code == CODE_FOR_nothing)
return false;
if (!STMT_VINFO_DATA_REF (stmt_info))
if (!vec_stmt) /* transformation not required. */
{
STMT_VINFO_TYPE (stmt_info) = store_vec_info_type;
+ vect_model_store_cost (stmt_info, ncopies, dt);
return true;
}
/** Transform. **/
- if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "transform store. ncopies = %d",ncopies);
-
if (strided_store)
{
first_stmt = DR_GROUP_FIRST_DR (stmt_info);
DR_GROUP_STORE_COUNT (vinfo_for_stmt (first_stmt))++;
+ /* FORNOW */
+ gcc_assert (!nested_in_vect_loop_p (loop, stmt));
+
/* We vectorize all the stmts of the interleaving group when we
reach the last stmt in the group. */
if (DR_GROUP_STORE_COUNT (vinfo_for_stmt (first_stmt))
group_size = 1;
}
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform store. ncopies = %d",ncopies);
+
dr_chain = VEC_alloc (tree, heap, group_size);
oprnds = VEC_alloc (tree, heap, group_size);
- alignment_support_cheme = vect_supportable_dr_alignment (first_dr);
- gcc_assert (alignment_support_cheme);
- gcc_assert (alignment_support_cheme == dr_aligned); /* FORNOW */
+ alignment_support_scheme = vect_supportable_dr_alignment (first_dr);
+ gcc_assert (alignment_support_scheme);
+ gcc_assert (alignment_support_scheme == dr_aligned); /* FORNOW */
/* In case the vectorization factor (VF) is bigger than the number
of elements that we can fit in a vectype (nunits), we have to generate
S3: &base + 1 = x1
S4: &base + 3 = x3
- We create vectorized storess starting from base address (the access of the
+ We create vectorized stores starting from base address (the access of the
first stmt in the chain (S2 in the above example), when the last store stmt
of the chain (S4) is reached:
as an input to vect_permute_store_chain(), and OPRNDS as an input
to vect_get_vec_def_for_stmt_copy() for the next copy.
If the store is not strided, GROUP_SIZE is 1, and DR_CHAIN and
- OPRNDS are of size 1.
- */
+ OPRNDS are of size 1. */
next_stmt = first_stmt;
for (i = 0; i < group_size; i++)
{
is the exact number of stmts in the chain. Therefore, NEXT_STMT
can't be NULL_TREE. In case that there is no interleaving,
GROUP_SIZE is 1, and only one iteration of the loop will be
- executed.
- */
+ executed. */
gcc_assert (next_stmt);
op = GIMPLE_STMT_OPERAND (next_stmt, 1);
vec_oprnd = vect_get_vec_def_for_operand (op, next_stmt, NULL);
VEC_quick_push(tree, oprnds, vec_oprnd);
next_stmt = DR_GROUP_NEXT_DR (vinfo_for_stmt (next_stmt));
}
- dataref_ptr = vect_create_data_ref_ptr (first_stmt, bsi, NULL_TREE,
+ dataref_ptr = vect_create_data_ref_ptr (first_stmt, NULL, NULL_TREE,
&dummy, &ptr_incr, false,
- TREE_TYPE (vec_oprnd));
+ TREE_TYPE (vec_oprnd), &inv_p);
+ gcc_assert (!inv_p);
}
else
{
/* For interleaved stores we created vectorized defs for all the
defs stored in OPRNDS in the previous iteration (previous copy).
DR_CHAIN is then used as an input to vect_permute_store_chain(),
- and OPRNDS as an input to vect_get_vec_def_for_stmt_copy() for the
+ and OPRNDS as an input to vect_get_vec_def_for_stmt_copy() for the
next copy.
If the store is not strided, GROUP_SIZE is 1, and DR_CHAIN and
- OPRNDS are of size 1.
- */
+ OPRNDS are of size 1. */
for (i = 0; i < group_size; i++)
{
vec_oprnd = vect_get_vec_def_for_stmt_copy (dt,
VEC_replace(tree, dr_chain, i, vec_oprnd);
VEC_replace(tree, oprnds, i, vec_oprnd);
}
- dataref_ptr = bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt);
+ dataref_ptr =
+ bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt, NULL_TREE);
}
if (strided_store)
data_ref = build_fold_indirect_ref (dataref_ptr);
/* Arguments are ready. Create the new vector stmt. */
- new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, data_ref,
- vec_oprnd);
+ new_stmt = build_gimple_modify_stmt (data_ref, vec_oprnd);
vect_finish_stmt_generation (stmt, new_stmt, bsi);
-
- /* Set the V_MAY_DEFS for the vector pointer. If this virtual def has a
- use outside the loop and a loop peel is performed then the def may be
- renamed by the peel. Mark it for renaming so the later use will also
- be renamed. */
- copy_virtual_operands (new_stmt, next_stmt);
- if (j == 0)
- {
- /* The original store is deleted so the same SSA_NAMEs can be used.
- */
- FOR_EACH_SSA_TREE_OPERAND (def, next_stmt, iter, SSA_OP_VMAYDEF)
- {
- SSA_NAME_DEF_STMT (def) = new_stmt;
- mark_sym_for_renaming (SSA_NAME_VAR (def));
- }
-
- STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
- }
- else
- {
- /* Create new names for all the definitions created by COPY and
- add replacement mappings for each new name. */
- FOR_EACH_SSA_DEF_OPERAND (def_p, new_stmt, iter, SSA_OP_VMAYDEF)
- {
- create_new_def_for (DEF_FROM_PTR (def_p), new_stmt, def_p);
- mark_sym_for_renaming (SSA_NAME_VAR (DEF_FROM_PTR (def_p)));
- }
-
- STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
- }
+ mark_symbols_for_renaming (new_stmt);
+
+ if (j == 0)
+ STMT_VINFO_VEC_STMT (stmt_info) = *vec_stmt = new_stmt;
+ else
+ STMT_VINFO_RELATED_STMT (prev_stmt_info) = new_stmt;
prev_stmt_info = vinfo_for_stmt (new_stmt);
- next_stmt = DR_GROUP_NEXT_DR (vinfo_for_stmt (next_stmt));
+ next_stmt = DR_GROUP_NEXT_DR (vinfo_for_stmt (next_stmt));
if (!next_stmt)
break;
/* Bump the vector pointer. */
- dataref_ptr = bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt);
+ dataref_ptr =
+ bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt, NULL_TREE);
}
}
/* Function vect_setup_realignment
This function is called when vectorizing an unaligned load using
- the dr_unaligned_software_pipeline scheme.
+ the dr_explicit_realign[_optimized] scheme.
This function generates the following code at the loop prolog:
p = initial_addr;
- msq_init = *(floor(p)); # prolog load
+ x msq_init = *(floor(p)); # prolog load
realignment_token = call target_builtin;
loop:
- msq = phi (msq_init, ---)
+ x msq = phi (msq_init, ---)
+
+ The stmts marked with x are generated only for the case of
+ dr_explicit_realign_optimized.
The code above sets up a new (vector) pointer, pointing to the first
location accessed by STMT, and a "floor-aligned" load using that pointer.
whose arguments are the result of the prolog-load (created by this
function) and the result of a load that takes place in the loop (to be
created by the caller to this function).
+
+ For the case of dr_explicit_realign_optimized:
The caller to this function uses the phi-result (msq) to create the
realignment code inside the loop, and sets up the missing phi argument,
as follows:
-
loop:
msq = phi (msq_init, lsq)
lsq = *(floor(p')); # load in loop
result = realign_load (msq, lsq, realignment_token);
+ For the case of dr_explicit_realign:
+ loop:
+ msq = *(floor(p)); # load in loop
+ p' = p + (VS-1);
+ lsq = *(floor(p')); # load in loop
+ result = realign_load (msq, lsq, realignment_token);
+
Input:
STMT - (scalar) load stmt to be vectorized. This load accesses
a memory location that may be unaligned.
BSI - place where new code is to be inserted.
+ ALIGNMENT_SUPPORT_SCHEME - which of the two misalignment handling schemes
+ is used.
Output:
REALIGNMENT_TOKEN - the result of a call to the builtin_mask_for_load
static tree
vect_setup_realignment (tree stmt, block_stmt_iterator *bsi,
- tree *realignment_token)
+ tree *realignment_token,
+ enum dr_alignment_support alignment_support_scheme,
+ tree init_addr,
+ struct loop **at_loop)
{
stmt_vec_info stmt_info = vinfo_for_stmt (stmt);
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
- edge pe = loop_preheader_edge (loop);
- tree scalar_dest = TREE_OPERAND (stmt, 0);
+ edge pe;
+ tree scalar_dest = GIMPLE_STMT_OPERAND (stmt, 0);
tree vec_dest;
- tree init_addr;
tree inc;
tree ptr;
tree data_ref;
tree new_stmt;
basic_block new_bb;
- tree msq_init;
+ tree msq_init = NULL_TREE;
tree new_temp;
tree phi_stmt;
- tree msq;
+ tree msq = NULL_TREE;
+ tree stmts = NULL_TREE;
+ bool inv_p;
+ bool compute_in_loop = false;
+ bool nested_in_vect_loop = nested_in_vect_loop_p (loop, stmt);
+ struct loop *containing_loop = (bb_for_stmt (stmt))->loop_father;
+ struct loop *loop_for_initial_load;
+
+ gcc_assert (alignment_support_scheme == dr_explicit_realign
+ || alignment_support_scheme == dr_explicit_realign_optimized);
+
+ /* We need to generate three things:
+ 1. the misalignment computation
+ 2. the extra vector load (for the optimized realignment scheme).
+ 3. the phi node for the two vectors from which the realignment is
+ done (for the optimized realignment scheme).
+ */
+
+ /* 1. Determine where to generate the misalignment computation.
+
+ If INIT_ADDR is NULL_TREE, this indicates that the misalignment
+ calculation will be generated by this function, outside the loop (in the
+ preheader). Otherwise, INIT_ADDR had already been computed for us by the
+ caller, inside the loop.
+
+ Background: If the misalignment remains fixed throughout the iterations of
+ the loop, then both realignment schemes are applicable, and also the
+ misalignment computation can be done outside LOOP. This is because we are
+ vectorizing LOOP, and so the memory accesses in LOOP advance in steps that
+ are a multiple of VS (the Vector Size), and therefore the misalignment in
+ different vectorized LOOP iterations is always the same.
+ The problem arises only if the memory access is in an inner-loop nested
+ inside LOOP, which is now being vectorized using outer-loop vectorization.
+ This is the only case when the misalignment of the memory access may not
+ remain fixed throughout the iterations of the inner-loop (as explained in
+ detail in vect_supportable_dr_alignment). In this case, not only is the
+ optimized realignment scheme not applicable, but also the misalignment
+ computation (and generation of the realignment token that is passed to
+ REALIGN_LOAD) have to be done inside the loop.
+
+ In short, INIT_ADDR indicates whether we are in a COMPUTE_IN_LOOP mode
+ or not, which in turn determines if the misalignment is computed inside
+ the inner-loop, or outside LOOP. */
+
+ if (init_addr != NULL_TREE)
+ {
+ compute_in_loop = true;
+ gcc_assert (alignment_support_scheme == dr_explicit_realign);
+ }
- /* 1. Create msq_init = *(floor(p1)) in the loop preheader */
- vec_dest = vect_create_destination_var (scalar_dest, vectype);
- ptr = vect_create_data_ref_ptr (stmt, bsi, NULL_TREE, &init_addr, &inc, true,
- NULL_TREE);
- data_ref = build1 (ALIGN_INDIRECT_REF, vectype, ptr);
- new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest, data_ref);
- new_temp = make_ssa_name (vec_dest, new_stmt);
- GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
- new_bb = bsi_insert_on_edge_immediate (pe, new_stmt);
- gcc_assert (!new_bb);
- msq_init = GIMPLE_STMT_OPERAND (new_stmt, 0);
- copy_virtual_operands (new_stmt, stmt);
- update_vuses_to_preheader (new_stmt, loop);
- /* 2. Create permutation mask, if required, in loop preheader. */
+ /* 2. Determine where to generate the extra vector load.
+
+ For the optimized realignment scheme, instead of generating two vector
+ loads in each iteration, we generate a single extra vector load in the
+ preheader of the loop, and in each iteration reuse the result of the
+ vector load from the previous iteration. In case the memory access is in
+ an inner-loop nested inside LOOP, which is now being vectorized using
+ outer-loop vectorization, we need to determine whether this initial vector
+ load should be generated at the preheader of the inner-loop, or can be
+ generated at the preheader of LOOP. If the memory access has no evolution
+ in LOOP, it can be generated in the preheader of LOOP. Otherwise, it has
+ to be generated inside LOOP (in the preheader of the inner-loop). */
+
+ if (nested_in_vect_loop)
+ {
+ tree outerloop_step = STMT_VINFO_DR_STEP (stmt_info);
+ bool invariant_in_outerloop =
+ (tree_int_cst_compare (outerloop_step, size_zero_node) == 0);
+ loop_for_initial_load = (invariant_in_outerloop ? loop : loop->inner);
+ }
+ else
+ loop_for_initial_load = loop;
+ if (at_loop)
+ *at_loop = loop_for_initial_load;
+
+ /* 3. For the case of the optimized realignment, create the first vector
+ load at the loop preheader. */
+
+ if (alignment_support_scheme == dr_explicit_realign_optimized)
+ {
+ /* Create msq_init = *(floor(p1)) in the loop preheader */
+
+ gcc_assert (!compute_in_loop);
+ pe = loop_preheader_edge (loop_for_initial_load);
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+ ptr = vect_create_data_ref_ptr (stmt, loop_for_initial_load, NULL_TREE,
+ &init_addr, &inc, true, NULL_TREE, &inv_p);
+ data_ref = build1 (ALIGN_INDIRECT_REF, vectype, ptr);
+ new_stmt = build_gimple_modify_stmt (vec_dest, data_ref);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ new_bb = bsi_insert_on_edge_immediate (pe, new_stmt);
+ gcc_assert (!new_bb);
+ msq_init = GIMPLE_STMT_OPERAND (new_stmt, 0);
+ }
+
+ /* 4. Create realignment token using a target builtin, if available.
+ It is done either inside the containing loop, or before LOOP (as
+ determined above). */
+
if (targetm.vectorize.builtin_mask_for_load)
{
tree builtin_decl;
- tree params = build_tree_list (NULL_TREE, init_addr);
+
+ /* Compute INIT_ADDR - the initial addressed accessed by this memref. */
+ if (compute_in_loop)
+ gcc_assert (init_addr); /* already computed by the caller. */
+ else
+ {
+ /* Generate the INIT_ADDR computation outside LOOP. */
+ init_addr = vect_create_addr_base_for_vector_ref (stmt, &stmts,
+ NULL_TREE, loop);
+ pe = loop_preheader_edge (loop);
+ new_bb = bsi_insert_on_edge_immediate (pe, stmts);
+ gcc_assert (!new_bb);
+ }
builtin_decl = targetm.vectorize.builtin_mask_for_load ();
- new_stmt = build_function_call_expr (builtin_decl, params);
+ new_stmt = build_call_expr (builtin_decl, 1, init_addr);
vec_dest = vect_create_destination_var (scalar_dest,
TREE_TYPE (new_stmt));
- new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
- new_stmt);
+ new_stmt = build_gimple_modify_stmt (vec_dest, new_stmt);
new_temp = make_ssa_name (vec_dest, new_stmt);
GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
- new_bb = bsi_insert_on_edge_immediate (pe, new_stmt);
- gcc_assert (!new_bb);
+
+ if (compute_in_loop)
+ bsi_insert_before (bsi, new_stmt, BSI_SAME_STMT);
+ else
+ {
+ /* Generate the misalignment computation outside LOOP. */
+ pe = loop_preheader_edge (loop);
+ new_bb = bsi_insert_on_edge_immediate (pe, new_stmt);
+ gcc_assert (!new_bb);
+ }
+
*realignment_token = GIMPLE_STMT_OPERAND (new_stmt, 0);
/* The result of the CALL_EXPR to this builtin is determined from
gcc_assert (TREE_READONLY (builtin_decl));
}
- /* 3. Create msq = phi <msq_init, lsq> in loop */
+ if (alignment_support_scheme == dr_explicit_realign)
+ return msq;
+
+ gcc_assert (!compute_in_loop);
+ gcc_assert (alignment_support_scheme == dr_explicit_realign_optimized);
+
+
+ /* 5. Create msq = phi <msq_init, lsq> in loop */
+
+ pe = loop_preheader_edge (containing_loop);
vec_dest = vect_create_destination_var (scalar_dest, vectype);
msq = make_ssa_name (vec_dest, NULL_TREE);
- phi_stmt = create_phi_node (msq, loop->header);
+ phi_stmt = create_phi_node (msq, containing_loop->header);
SSA_NAME_DEF_STMT (msq) = phi_stmt;
- add_phi_arg (phi_stmt, msq_init, loop_preheader_edge (loop));
+ add_phi_arg (phi_stmt, msq_init, pe);
return msq;
}
return false;
}
- if (perm_even_optab->handlers[mode].insn_code == CODE_FOR_nothing)
+ if (optab_handler (perm_even_optab, mode)->insn_code == CODE_FOR_nothing)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "perm_even op not supported by target.");
return false;
}
- if (perm_odd_optab->handlers[mode].insn_code == CODE_FOR_nothing)
+ if (optab_handler (perm_odd_optab, mode)->insn_code == CODE_FOR_nothing)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "perm_odd op not supported by target.");
{
tree perm_dest, perm_stmt, data_ref, first_vect, second_vect;
tree vectype = STMT_VINFO_VECTYPE (vinfo_for_stmt (stmt));
+ tree tmp;
int i;
unsigned int j;
/* data_ref = permute_even (first_data_ref, second_data_ref); */
perm_dest = create_tmp_var (vectype, "vect_perm_even");
+ DECL_GIMPLE_REG_P (perm_dest) = 1;
add_referenced_var (perm_dest);
-
- perm_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, perm_dest,
- build2 (VEC_EXTRACT_EVEN_EXPR, vectype,
- first_vect, second_vect));
+
+ tmp = build2 (VEC_EXTRACT_EVEN_EXPR, vectype,
+ first_vect, second_vect);
+ perm_stmt = build_gimple_modify_stmt (perm_dest, tmp);
data_ref = make_ssa_name (perm_dest, perm_stmt);
GIMPLE_STMT_OPERAND (perm_stmt, 0) = data_ref;
vect_finish_stmt_generation (stmt, perm_stmt, bsi);
- mark_new_vars_to_rename (perm_stmt);
+ mark_symbols_for_renaming (perm_stmt);
VEC_replace (tree, *result_chain, j/2, data_ref);
/* data_ref = permute_odd (first_data_ref, second_data_ref); */
perm_dest = create_tmp_var (vectype, "vect_perm_odd");
+ DECL_GIMPLE_REG_P (perm_dest) = 1;
add_referenced_var (perm_dest);
- perm_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, perm_dest,
- build2 (VEC_EXTRACT_ODD_EXPR, vectype,
- first_vect, second_vect));
+ tmp = build2 (VEC_EXTRACT_ODD_EXPR, vectype,
+ first_vect, second_vect);
+ perm_stmt = build_gimple_modify_stmt (perm_dest, tmp);
data_ref = make_ssa_name (perm_dest, perm_stmt);
GIMPLE_STMT_OPERAND (perm_stmt, 0) = data_ref;
vect_finish_stmt_generation (stmt, perm_stmt, bsi);
- mark_new_vars_to_rename (perm_stmt);
+ mark_symbols_for_renaming (perm_stmt);
VEC_replace (tree, *result_chain, j/2+length/2, data_ref);
}
corresponds the order of data-refs in RESULT_CHAIN. */
next_stmt = first_stmt;
gap_count = 1;
- for (i = 0; VEC_iterate(tree, result_chain, i, tmp_data_ref); i++)
+ for (i = 0; VEC_iterate (tree, result_chain, i, tmp_data_ref); i++)
{
if (!next_stmt)
break;
stmt_vec_info prev_stmt_info;
loop_vec_info loop_vinfo = STMT_VINFO_LOOP_VINFO (stmt_info);
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ struct loop *containing_loop = (bb_for_stmt (stmt))->loop_father;
+ bool nested_in_vect_loop = nested_in_vect_loop_p (loop, stmt);
struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info), *first_dr;
tree vectype = STMT_VINFO_VECTYPE (stmt_info);
tree new_temp;
int mode;
tree new_stmt = NULL_TREE;
tree dummy;
- enum dr_alignment_support alignment_support_cheme;
+ enum dr_alignment_support alignment_support_scheme;
tree dataref_ptr = NULL_TREE;
tree ptr_incr;
int nunits = TYPE_VECTOR_SUBPARTS (vectype);
tree msq = NULL_TREE, lsq;
tree offset = NULL_TREE;
tree realignment_token = NULL_TREE;
- tree phi_stmt = NULL_TREE;
+ tree phi = NULL_TREE;
VEC(tree,heap) *dr_chain = NULL;
bool strided_load = false;
tree first_stmt;
+ tree scalar_type;
+ bool inv_p;
+ bool compute_in_loop = false;
+ struct loop *at_loop;
+
+ gcc_assert (ncopies >= 1);
+
+ /* FORNOW. This restriction should be relaxed. */
+ if (nested_in_vect_loop && ncopies > 1)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "multiple types in nested loop.");
+ return false;
+ }
- /* Is vectorizable load? */
if (!STMT_VINFO_RELEVANT_P (stmt_info))
return false;
- gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+ if (STMT_VINFO_DEF_TYPE (stmt_info) != vect_loop_def)
+ return false;
+ /* FORNOW: not yet supported. */
if (STMT_VINFO_LIVE_P (stmt_info))
{
- /* FORNOW: not yet supported. */
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "value used after loop.");
return false;
}
+ /* Is vectorizable load? */
if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
return false;
if (!STMT_VINFO_DATA_REF (stmt_info))
return false;
+ scalar_type = TREE_TYPE (DR_REF (dr));
mode = (int) TYPE_MODE (vectype);
/* FORNOW. In some cases can vectorize even if data-type not supported
(e.g. - data copies). */
- if (mov_optab->handlers[mode].insn_code == CODE_FOR_nothing)
+ if (optab_handler (mov_optab, mode)->insn_code == CODE_FOR_nothing)
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "Aligned load, but unsupported type.");
if (DR_GROUP_FIRST_DR (stmt_info))
{
strided_load = true;
+ /* FORNOW */
+ gcc_assert (! nested_in_vect_loop);
/* Check if interleaving is supported. */
if (!vect_strided_load_supported (vectype))
if (!vec_stmt) /* transformation not required. */
{
STMT_VINFO_TYPE (stmt_info) = load_vec_info_type;
+ vect_model_load_cost (stmt_info, ncopies);
return true;
}
- /** Transform. **/
-
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "transform load.");
+ /** Transform. **/
+
if (strided_load)
{
first_stmt = DR_GROUP_FIRST_DR (stmt_info);
group_size = 1;
}
- alignment_support_cheme = vect_supportable_dr_alignment (first_dr);
- gcc_assert (alignment_support_cheme);
-
+ alignment_support_scheme = vect_supportable_dr_alignment (first_dr);
+ gcc_assert (alignment_support_scheme);
/* In case the vectorization factor (VF) is bigger than the number
of elements that we can fit in a vectype (nunits), we have to generate
}
Otherwise, the data reference is potentially unaligned on a target that
- does not support unaligned accesses (dr_unaligned_software_pipeline) -
+ does not support unaligned accesses (dr_explicit_realign_optimized) -
then generate the following code, in which the data in each iteration is
obtained by two vector loads, one from the previous iteration, and one
from the current iteration:
msq = lsq;
} */
- if (alignment_support_cheme == dr_unaligned_software_pipeline)
+ /* If the misalignment remains the same throughout the execution of the
+ loop, we can create the init_addr and permutation mask at the loop
+ preheader. Otherwise, it needs to be created inside the loop.
+ This can only occur when vectorizing memory accesses in the inner-loop
+ nested within an outer-loop that is being vectorized. */
+
+ if (nested_in_vect_loop_p (loop, stmt)
+ && (TREE_INT_CST_LOW (DR_STEP (dr)) % UNITS_PER_SIMD_WORD != 0))
{
- msq = vect_setup_realignment (first_stmt, bsi, &realignment_token);
- phi_stmt = SSA_NAME_DEF_STMT (msq);
- offset = size_int (TYPE_VECTOR_SUBPARTS (vectype) - 1);
+ gcc_assert (alignment_support_scheme != dr_explicit_realign_optimized);
+ compute_in_loop = true;
+ }
+
+ if ((alignment_support_scheme == dr_explicit_realign_optimized
+ || alignment_support_scheme == dr_explicit_realign)
+ && !compute_in_loop)
+ {
+ msq = vect_setup_realignment (first_stmt, bsi, &realignment_token,
+ alignment_support_scheme, NULL_TREE,
+ &at_loop);
+ if (alignment_support_scheme == dr_explicit_realign_optimized)
+ {
+ phi = SSA_NAME_DEF_STMT (msq);
+ offset = size_int (TYPE_VECTOR_SUBPARTS (vectype) - 1);
+ }
}
+ else
+ at_loop = loop;
prev_stmt_info = NULL;
for (j = 0; j < ncopies; j++)
{
/* 1. Create the vector pointer update chain. */
if (j == 0)
- dataref_ptr = vect_create_data_ref_ptr (first_stmt, bsi, offset, &dummy,
- &ptr_incr, false, NULL_TREE);
+ dataref_ptr = vect_create_data_ref_ptr (first_stmt,
+ at_loop, offset,
+ &dummy, &ptr_incr, false,
+ NULL_TREE, &inv_p);
else
- dataref_ptr = bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt);
+ dataref_ptr =
+ bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt, NULL_TREE);
for (i = 0; i < group_size; i++)
{
/* 2. Create the vector-load in the loop. */
- switch (alignment_support_cheme)
+ switch (alignment_support_scheme)
{
case dr_aligned:
gcc_assert (aligned_access_p (first_dr));
int mis = DR_MISALIGNMENT (first_dr);
tree tmis = (mis == -1 ? size_zero_node : size_int (mis));
- gcc_assert (!aligned_access_p (first_dr));
tmis = size_binop (MULT_EXPR, tmis, size_int(BITS_PER_UNIT));
data_ref =
build2 (MISALIGNED_INDIRECT_REF, vectype, dataref_ptr, tmis);
break;
}
- case dr_unaligned_software_pipeline:
- gcc_assert (!aligned_access_p (first_dr));
+ case dr_explicit_realign:
+ {
+ tree ptr, bump;
+ tree vs_minus_1 = size_int (TYPE_VECTOR_SUBPARTS (vectype) - 1);
+
+ if (compute_in_loop)
+ msq = vect_setup_realignment (first_stmt, bsi,
+ &realignment_token,
+ dr_explicit_realign,
+ dataref_ptr, NULL);
+
+ data_ref = build1 (ALIGN_INDIRECT_REF, vectype, dataref_ptr);
+ vec_dest = vect_create_destination_var (scalar_dest, vectype);
+ new_stmt = build_gimple_modify_stmt (vec_dest, data_ref);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+ copy_virtual_operands (new_stmt, stmt);
+ mark_symbols_for_renaming (new_stmt);
+ msq = new_temp;
+
+ bump = size_binop (MULT_EXPR, vs_minus_1,
+ TYPE_SIZE_UNIT (scalar_type));
+ ptr = bump_vector_ptr (dataref_ptr, NULL_TREE, bsi, stmt, bump);
+ data_ref = build1 (ALIGN_INDIRECT_REF, vectype, ptr);
+ break;
+ }
+ case dr_explicit_realign_optimized:
data_ref = build1 (ALIGN_INDIRECT_REF, vectype, dataref_ptr);
break;
default:
gcc_unreachable ();
}
vec_dest = vect_create_destination_var (scalar_dest, vectype);
- new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
- data_ref);
+ new_stmt = build_gimple_modify_stmt (vec_dest, data_ref);
new_temp = make_ssa_name (vec_dest, new_stmt);
GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
vect_finish_stmt_generation (stmt, new_stmt, bsi);
- copy_virtual_operands (new_stmt, stmt);
- mark_new_vars_to_rename (new_stmt);
+ mark_symbols_for_renaming (new_stmt);
- /* 3. Handle explicit realignment if necessary/supported. */
- if (alignment_support_cheme == dr_unaligned_software_pipeline)
+ /* 3. Handle explicit realignment if necessary/supported. Create in
+ loop: vec_dest = realign_load (msq, lsq, realignment_token) */
+ if (alignment_support_scheme == dr_explicit_realign_optimized
+ || alignment_support_scheme == dr_explicit_realign)
{
- /* Create in loop:
- <vec_dest = realign_load (msq, lsq, realignment_token)> */
lsq = GIMPLE_STMT_OPERAND (new_stmt, 0);
if (!realignment_token)
realignment_token = dataref_ptr;
vec_dest = vect_create_destination_var (scalar_dest, vectype);
- new_stmt =
- build3 (REALIGN_LOAD_EXPR, vectype, msq, lsq, realignment_token);
- new_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
- new_stmt);
+ new_stmt = build3 (REALIGN_LOAD_EXPR, vectype, msq, lsq,
+ realignment_token);
+ new_stmt = build_gimple_modify_stmt (vec_dest, new_stmt);
new_temp = make_ssa_name (vec_dest, new_stmt);
GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
vect_finish_stmt_generation (stmt, new_stmt, bsi);
- if (i == group_size - 1 && j == ncopies - 1)
- add_phi_arg (phi_stmt, lsq, loop_latch_edge (loop));
- msq = lsq;
+
+ if (alignment_support_scheme == dr_explicit_realign_optimized)
+ {
+ if (i == group_size - 1 && j == ncopies - 1)
+ add_phi_arg (phi, lsq, loop_latch_edge (containing_loop));
+ msq = lsq;
+ }
+ }
+
+ /* 4. Handle invariant-load. */
+ if (inv_p)
+ {
+ gcc_assert (!strided_load);
+ gcc_assert (nested_in_vect_loop_p (loop, stmt));
+ if (j == 0)
+ {
+ int k;
+ tree t = NULL_TREE;
+ tree vec_inv, bitpos, bitsize = TYPE_SIZE (scalar_type);
+
+ /* CHECKME: bitpos depends on endianess? */
+ bitpos = bitsize_zero_node;
+ vec_inv = build3 (BIT_FIELD_REF, scalar_type, new_temp,
+ bitsize, bitpos);
+ BIT_FIELD_REF_UNSIGNED (vec_inv) =
+ TYPE_UNSIGNED (scalar_type);
+ vec_dest =
+ vect_create_destination_var (scalar_dest, NULL_TREE);
+ new_stmt = build_gimple_modify_stmt (vec_dest, vec_inv);
+ new_temp = make_ssa_name (vec_dest, new_stmt);
+ GIMPLE_STMT_OPERAND (new_stmt, 0) = new_temp;
+ vect_finish_stmt_generation (stmt, new_stmt, bsi);
+
+ for (k = nunits - 1; k >= 0; --k)
+ t = tree_cons (NULL_TREE, new_temp, t);
+ /* FIXME: use build_constructor directly. */
+ vec_inv = build_constructor_from_list (vectype, t);
+ new_temp = vect_init_vector (stmt, vec_inv, vectype, bsi);
+ new_stmt = SSA_NAME_DEF_STMT (new_temp);
+ }
+ else
+ gcc_unreachable (); /* FORNOW. */
}
+
if (strided_load)
VEC_quick_push (tree, dr_chain, new_temp);
if (i < group_size - 1)
- dataref_ptr = bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt);
+ dataref_ptr =
+ bump_vector_ptr (dataref_ptr, ptr_incr, bsi, stmt, NULL_TREE);
}
if (strided_load)
tree operation;
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);
int i;
- enum tree_code code;
int op_type;
tree op;
tree def, def_stmt;
enum vect_def_type dt;
- if (!STMT_VINFO_LIVE_P (stmt_info))
+ gcc_assert (STMT_VINFO_LIVE_P (stmt_info));
+
+ if (STMT_VINFO_DEF_TYPE (stmt_info) == vect_reduction_def)
return false;
if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
if (TREE_CODE (GIMPLE_STMT_OPERAND (stmt, 0)) != SSA_NAME)
return false;
- operation = GIMPLE_STMT_OPERAND (stmt, 1);
- code = TREE_CODE (operation);
+ /* FORNOW. CHECKME. */
+ if (nested_in_vect_loop_p (loop, stmt))
+ return false;
- op_type = TREE_CODE_LENGTH (code);
+ operation = GIMPLE_STMT_OPERAND (stmt, 1);
+ op_type = TREE_OPERAND_LENGTH (operation);
/* FORNOW: support only if all uses are invariant. This means
that the scalar operations can remain in place, unvectorized.
if (!vect_is_simple_use (lhs, loop_vinfo, &lhs_def_stmt, &def, &dt))
return false;
}
- else if (TREE_CODE (lhs) != INTEGER_CST && TREE_CODE (lhs) != REAL_CST)
+ else if (TREE_CODE (lhs) != INTEGER_CST && TREE_CODE (lhs) != REAL_CST
+ && TREE_CODE (lhs) != FIXED_CST)
return false;
if (TREE_CODE (rhs) == SSA_NAME)
if (!vect_is_simple_use (rhs, loop_vinfo, &rhs_def_stmt, &def, &dt))
return false;
}
- else if (TREE_CODE (rhs) != INTEGER_CST && TREE_CODE (rhs) != REAL_CST)
+ else if (TREE_CODE (rhs) != INTEGER_CST && TREE_CODE (rhs) != REAL_CST
+ && TREE_CODE (rhs) != FIXED_CST)
return false;
return true;
if (!STMT_VINFO_RELEVANT_P (stmt_info))
return false;
- gcc_assert (STMT_VINFO_DEF_TYPE (stmt_info) == vect_loop_def);
+ if (STMT_VINFO_DEF_TYPE (stmt_info) != vect_loop_def)
+ return false;
+ /* FORNOW: not yet supported. */
if (STMT_VINFO_LIVE_P (stmt_info))
{
- /* FORNOW: not yet supported. */
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "value used after loop.");
return false;
}
+ /* Is vectorizable conditional operation? */
if (TREE_CODE (stmt) != GIMPLE_MODIFY_STMT)
return false;
return false;
}
else if (TREE_CODE (then_clause) != INTEGER_CST
- && TREE_CODE (then_clause) != REAL_CST)
+ && TREE_CODE (then_clause) != REAL_CST
+ && TREE_CODE (then_clause) != FIXED_CST)
return false;
if (TREE_CODE (else_clause) == SSA_NAME)
return false;
}
else if (TREE_CODE (else_clause) != INTEGER_CST
- && TREE_CODE (else_clause) != REAL_CST)
+ && TREE_CODE (else_clause) != REAL_CST
+ && TREE_CODE (else_clause) != FIXED_CST)
return false;
vec_cond_expr = build3 (VEC_COND_EXPR, vectype,
vec_compare, vec_then_clause, vec_else_clause);
- *vec_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node, vec_dest,
- vec_cond_expr);
+ *vec_stmt = build_gimple_modify_stmt (vec_dest, vec_cond_expr);
new_temp = make_ssa_name (vec_dest, *vec_stmt);
GIMPLE_STMT_OPERAND (*vec_stmt, 0) = new_temp;
vect_finish_stmt_generation (stmt, *vec_stmt, bsi);
tree orig_stmt_in_pattern;
bool done;
- if (STMT_VINFO_RELEVANT_P (stmt_info))
+ switch (STMT_VINFO_TYPE (stmt_info))
{
- switch (STMT_VINFO_TYPE (stmt_info))
- {
- case type_demotion_vec_info_type:
- done = vectorizable_type_demotion (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- break;
-
- case type_promotion_vec_info_type:
- done = vectorizable_type_promotion (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- break;
-
- case op_vec_info_type:
- done = vectorizable_operation (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- break;
-
- case assignment_vec_info_type:
- done = vectorizable_assignment (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- break;
-
- case load_vec_info_type:
- done = vectorizable_load (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- break;
-
- case store_vec_info_type:
- done = vectorizable_store (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- if (DR_GROUP_FIRST_DR (stmt_info))
- {
- /* In case of interleaving, the whole chain is vectorized when the
- last store in the chain is reached. Store stmts before the last
- one are skipped, and there vec_stmt_info shouldn't be freed
- meanwhile. */
- *strided_store = true;
- if (STMT_VINFO_VEC_STMT (stmt_info))
- is_store = true;
+ case type_demotion_vec_info_type:
+ done = vectorizable_type_demotion (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case type_promotion_vec_info_type:
+ done = vectorizable_type_promotion (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case type_conversion_vec_info_type:
+ done = vectorizable_conversion (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case induc_vec_info_type:
+ done = vectorizable_induction (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case op_vec_info_type:
+ done = vectorizable_operation (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case assignment_vec_info_type:
+ done = vectorizable_assignment (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case load_vec_info_type:
+ done = vectorizable_load (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
+
+ case store_vec_info_type:
+ done = vectorizable_store (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ if (DR_GROUP_FIRST_DR (stmt_info))
+ {
+ /* In case of interleaving, the whole chain is vectorized when the
+ last store in the chain is reached. Store stmts before the last
+ one are skipped, and there vec_stmt_info shouldn't be freed
+ meanwhile. */
+ *strided_store = true;
+ if (STMT_VINFO_VEC_STMT (stmt_info))
+ is_store = true;
}
- else
- is_store = true;
- break;
+ else
+ is_store = true;
+ break;
- case condition_vec_info_type:
- done = vectorizable_condition (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- break;
+ case condition_vec_info_type:
+ done = vectorizable_condition (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
- case call_vec_info_type:
- done = vectorizable_call (stmt, bsi, &vec_stmt);
- break;
+ case call_vec_info_type:
+ done = vectorizable_call (stmt, bsi, &vec_stmt);
+ break;
- default:
- if (vect_print_dump_info (REPORT_DETAILS))
- fprintf (vect_dump, "stmt not supported.");
- gcc_unreachable ();
- }
+ case reduc_vec_info_type:
+ done = vectorizable_reduction (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ break;
- gcc_assert (vec_stmt || *strided_store);
- if (vec_stmt)
+ default:
+ if (!STMT_VINFO_LIVE_P (stmt_info))
{
- STMT_VINFO_VEC_STMT (stmt_info) = vec_stmt;
- orig_stmt_in_pattern = STMT_VINFO_RELATED_STMT (stmt_info);
- if (orig_stmt_in_pattern)
- {
- stmt_vec_info stmt_vinfo = vinfo_for_stmt (orig_stmt_in_pattern);
- if (STMT_VINFO_IN_PATTERN_P (stmt_vinfo))
- {
- gcc_assert (STMT_VINFO_RELATED_STMT (stmt_vinfo) == stmt);
-
- /* STMT was inserted by the vectorizer to replace a
- computation idiom. ORIG_STMT_IN_PATTERN is a stmt in the
- original sequence that computed this idiom. We need to
- record a pointer to VEC_STMT in the stmt_info of
- ORIG_STMT_IN_PATTERN. See more details in the
- documentation of vect_pattern_recog. */
-
- STMT_VINFO_VEC_STMT (stmt_vinfo) = vec_stmt;
- }
- }
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "stmt not supported.");
+ gcc_unreachable ();
}
}
- if (STMT_VINFO_LIVE_P (stmt_info))
+ if (STMT_VINFO_LIVE_P (stmt_info)
+ && STMT_VINFO_TYPE (stmt_info) != reduc_vec_info_type)
{
- switch (STMT_VINFO_TYPE (stmt_info))
- {
- case reduc_vec_info_type:
- done = vectorizable_reduction (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- break;
+ done = vectorizable_live_operation (stmt, bsi, &vec_stmt);
+ gcc_assert (done);
+ }
- default:
- done = vectorizable_live_operation (stmt, bsi, &vec_stmt);
- gcc_assert (done);
- }
+ if (vec_stmt)
+ {
+ STMT_VINFO_VEC_STMT (stmt_info) = vec_stmt;
+ orig_stmt_in_pattern = STMT_VINFO_RELATED_STMT (stmt_info);
+ if (orig_stmt_in_pattern)
+ {
+ stmt_vec_info stmt_vinfo = vinfo_for_stmt (orig_stmt_in_pattern);
+ /* STMT was inserted by the vectorizer to replace a computation idiom.
+ ORIG_STMT_IN_PATTERN is a stmt in the original sequence that
+ computed this idiom. We need to record a pointer to VEC_STMT in
+ the stmt_info of ORIG_STMT_IN_PATTERN. See more details in the
+ documentation of vect_pattern_recog. */
+ if (STMT_VINFO_IN_PATTERN_P (stmt_vinfo))
+ {
+ gcc_assert (STMT_VINFO_RELATED_STMT (stmt_vinfo) == stmt);
+ STMT_VINFO_VEC_STMT (stmt_vinfo) = vec_stmt;
+ }
+ }
}
return is_store;
}
-/* Function update_vuses_to_preheader.
-
- Input:
- STMT - a statement with potential VUSEs.
- LOOP - the loop whose preheader will contain STMT.
-
- It's possible to vectorize a loop even though an SSA_NAME from a VUSE
- appears to be defined in a V_MAY_DEF in another statement in a loop.
- One such case is when the VUSE is at the dereference of a __restricted__
- pointer in a load and the V_MAY_DEF is at the dereference of a different
- __restricted__ pointer in a store. Vectorization may result in
- copy_virtual_uses being called to copy the problematic VUSE to a new
- statement that is being inserted in the loop preheader. This procedure
- is called to change the SSA_NAME in the new statement's VUSE from the
- SSA_NAME updated in the loop to the related SSA_NAME available on the
- path entering the loop.
-
- When this function is called, we have the following situation:
-
- # vuse <name1>
- S1: vload
- do {
- # name1 = phi < name0 , name2>
-
- # vuse <name1>
- S2: vload
-
- # name2 = vdef <name1>
- S3: vstore
-
- }while...
-
- Stmt S1 was created in the loop preheader block as part of misaligned-load
- handling. This function fixes the name of the vuse of S1 from 'name1' to
- 'name0'. */
-
-static void
-update_vuses_to_preheader (tree stmt, struct loop *loop)
-{
- basic_block header_bb = loop->header;
- edge preheader_e = loop_preheader_edge (loop);
- ssa_op_iter iter;
- use_operand_p use_p;
-
- FOR_EACH_SSA_USE_OPERAND (use_p, stmt, iter, SSA_OP_VUSE)
- {
- tree ssa_name = USE_FROM_PTR (use_p);
- tree def_stmt = SSA_NAME_DEF_STMT (ssa_name);
- tree name_var = SSA_NAME_VAR (ssa_name);
- basic_block bb = bb_for_stmt (def_stmt);
-
- /* For a use before any definitions, def_stmt is a NOP_EXPR. */
- if (!IS_EMPTY_STMT (def_stmt)
- && flow_bb_inside_loop_p (loop, bb))
- {
- /* If the block containing the statement defining the SSA_NAME
- is in the loop then it's necessary to find the definition
- outside the loop using the PHI nodes of the header. */
- tree phi;
- bool updated = false;
-
- for (phi = phi_nodes (header_bb); phi; phi = TREE_CHAIN (phi))
- {
- if (SSA_NAME_VAR (PHI_RESULT (phi)) == name_var)
- {
- SET_USE (use_p, PHI_ARG_DEF (phi, preheader_e->dest_idx));
- updated = true;
- break;
- }
- }
- gcc_assert (updated);
- }
- }
-}
-
-
/* Function vect_update_ivs_after_vectorizer.
"Advance" the induction variables of LOOP to the value they should take
tree evolution_part;
tree init_expr;
tree step_expr;
- tree var, stmt, ni, ni_name;
+ tree var, ni, ni_name;
block_stmt_iterator last_bsi;
if (vect_print_dump_info (REPORT_DETAILS))
init_expr = unshare_expr (initial_condition_in_loop_num (access_fn,
loop->num));
- ni = fold_build2 (PLUS_EXPR, TREE_TYPE (init_expr),
- fold_build2 (MULT_EXPR, TREE_TYPE (init_expr),
- fold_convert (TREE_TYPE (init_expr),
- niters),
- step_expr),
- init_expr);
+ if (POINTER_TYPE_P (TREE_TYPE (init_expr)))
+ ni = fold_build2 (POINTER_PLUS_EXPR, TREE_TYPE (init_expr),
+ init_expr,
+ fold_convert (sizetype,
+ fold_build2 (MULT_EXPR, TREE_TYPE (niters),
+ niters, step_expr)));
+ else
+ ni = fold_build2 (PLUS_EXPR, TREE_TYPE (init_expr),
+ fold_build2 (MULT_EXPR, TREE_TYPE (init_expr),
+ fold_convert (TREE_TYPE (init_expr),
+ niters),
+ step_expr),
+ init_expr);
+
+
var = create_tmp_var (TREE_TYPE (init_expr), "tmp");
add_referenced_var (var);
- ni_name = force_gimple_operand (ni, &stmt, false, var);
-
- /* Insert stmt into exit_bb. */
last_bsi = bsi_last (exit_bb);
- if (stmt)
- bsi_insert_before (&last_bsi, stmt, BSI_SAME_STMT);
-
+ ni_name = force_gimple_operand_bsi (&last_bsi, ni, false, var,
+ true, BSI_SAME_STMT);
+
/* Fix phi expressions in the successor bb. */
SET_PHI_ARG_DEF (phi1, update_e->dest_idx, ni_name);
}
edge update_e;
basic_block preheader;
int loop_num;
+ unsigned int th;
+ int min_scalar_loop_bound;
+ int min_profitable_iters;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_do_peeling_for_loop_bound ===");
&ratio_mult_vf_name, ratio);
loop_num = loop->num;
+
+ /* Analyze cost to set threshhold for vectorized loop. */
+ min_profitable_iters = LOOP_VINFO_COST_MODEL_MIN_ITERS (loop_vinfo);
+ min_scalar_loop_bound = (PARAM_VALUE (PARAM_MIN_VECT_LOOP_BOUND))
+ * LOOP_VINFO_VECT_FACTOR (loop_vinfo);
+
+ /* Use the cost model only if it is more conservative than user specified
+ threshold. */
+
+ th = (unsigned) min_scalar_loop_bound;
+ if (min_profitable_iters
+ && (!min_scalar_loop_bound
+ || min_profitable_iters > min_scalar_loop_bound))
+ th = (unsigned) min_profitable_iters;
+
+ if (min_profitable_iters
+ && !LOOP_VINFO_NITERS_KNOWN_P (loop_vinfo)
+ && vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "vectorization may not be profitable.");
+
new_loop = slpeel_tree_peel_loop_to_edge (loop, single_exit (loop),
- ratio_mult_vf_name, ni_name, false);
+ ratio_mult_vf_name, ni_name, false,
+ th);
gcc_assert (new_loop);
gcc_assert (loop_num == loop->num);
#ifdef ENABLE_CHECKING
prolog_niters = min ( LOOP_NITERS ,
(VF/group_size - addr_mis/elem_size)&(VF/group_size-1) )
where group_size is the size of the interleaved group.
-*/
+
+ The above formulas assume that VF == number of elements in the vector. This
+ may not hold when there are multiple-types in the loop.
+ In this case, for some data-references in the loop the VF does not represent
+ the number of elements that fit in the vector. Therefore, instead of VF we
+ use TYPE_VECTOR_SUBPARTS. */
static tree
vect_gen_niters_for_prolog_loop (loop_vec_info loop_vinfo, tree loop_niters)
{
struct data_reference *dr = LOOP_VINFO_UNALIGNED_DR (loop_vinfo);
- int vf = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
tree var, stmt;
tree iters, iters_name;
tree niters_type = TREE_TYPE (loop_niters);
int group_size = 1;
int element_size = GET_MODE_SIZE (TYPE_MODE (TREE_TYPE (DR_REF (dr))));
+ int nelements = TYPE_VECTOR_SUBPARTS (vectype);
if (DR_GROUP_FIRST_DR (stmt_info))
{
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "known alignment = %d.", byte_misalign);
iters = build_int_cst (niters_type,
- (vf - elem_misalign)&(vf/group_size-1));
+ (nelements - elem_misalign)&(nelements/group_size-1));
}
else
{
tree new_stmts = NULL_TREE;
- tree start_addr =
- vect_create_addr_base_for_vector_ref (dr_stmt, &new_stmts, NULL_TREE);
+ tree start_addr = vect_create_addr_base_for_vector_ref (dr_stmt,
+ &new_stmts, NULL_TREE, loop);
tree ptr_type = TREE_TYPE (start_addr);
tree size = TYPE_SIZE (ptr_type);
tree type = lang_hooks.types.type_for_size (tree_low_cst (size, 1), 1);
tree vectype_size_minus_1 = build_int_cst (type, vectype_align - 1);
tree elem_size_log =
- build_int_cst (type, exact_log2 (vectype_align/vf));
- tree vf_minus_1 = build_int_cst (type, vf - 1);
- tree vf_tree = build_int_cst (type, vf);
+ build_int_cst (type, exact_log2 (vectype_align/nelements));
+ tree nelements_minus_1 = build_int_cst (type, nelements - 1);
+ tree nelements_tree = build_int_cst (type, nelements);
tree byte_misalign;
tree elem_misalign;
/* Create: byte_misalign = addr & (vectype_size - 1) */
byte_misalign =
- fold_build2 (BIT_AND_EXPR, type, start_addr, vectype_size_minus_1);
+ fold_build2 (BIT_AND_EXPR, type, fold_convert (type, start_addr), vectype_size_minus_1);
/* Create: elem_misalign = byte_misalign / element_size */
elem_misalign =
fold_build2 (RSHIFT_EXPR, type, byte_misalign, elem_size_log);
- /* Create: (niters_type) (VF - elem_misalign)&(VF - 1) */
- iters = fold_build2 (MINUS_EXPR, type, vf_tree, elem_misalign);
- iters = fold_build2 (BIT_AND_EXPR, type, iters, vf_minus_1);
+ /* Create: (niters_type) (nelements - elem_misalign)&(nelements - 1) */
+ iters = fold_build2 (MINUS_EXPR, type, nelements_tree, elem_misalign);
+ iters = fold_build2 (BIT_AND_EXPR, type, iters, nelements_minus_1);
iters = fold_convert (niters_type, iters);
}
NITERS iterations were peeled from the loop represented by LOOP_VINFO.
This function updates the information recorded for the data references in
the loop to account for the fact that the first NITERS iterations had
- already been executed. Specifically, it updates the initial_condition of the
- access_function of all the data_references in the loop. */
+ already been executed. Specifically, it updates the initial_condition of
+ the access_function of all the data_references in the loop. */
static void
vect_update_inits_of_drs (loop_vec_info loop_vinfo, tree niters)
VEC (data_reference_p, heap) *datarefs = LOOP_VINFO_DATAREFS (loop_vinfo);
struct data_reference *dr;
- if (vect_dump && (dump_flags & TDF_DETAILS))
+ if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vect_update_inits_of_dr ===");
for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
/* Peel the prolog loop and iterate it niters_of_prolog_loop. */
new_loop =
slpeel_tree_peel_loop_to_edge (loop, loop_preheader_edge (loop),
- niters_of_prolog_loop, ni_name, true);
+ niters_of_prolog_loop, ni_name, true, 0);
gcc_assert (new_loop);
#ifdef ENABLE_CHECKING
slpeel_verify_cfg_after_peeling (new_loop, loop);
vect_create_cond_for_align_checks (loop_vec_info loop_vinfo,
tree *cond_expr_stmt_list)
{
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
VEC(tree,heap) *may_misalign_stmts
= LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo);
- tree ref_stmt;
+ tree ref_stmt, tmp;
int mask = LOOP_VINFO_PTR_MASK (loop_vinfo);
tree mask_cst;
unsigned int i;
/* create: addr_tmp = (int)(address_of_first_vector) */
addr_base = vect_create_addr_base_for_vector_ref (ref_stmt,
- &new_stmt_list,
- NULL_TREE);
+ &new_stmt_list, NULL_TREE, loop);
if (new_stmt_list != NULL_TREE)
append_to_statement_list_force (new_stmt_list, cond_expr_stmt_list);
add_referenced_var (addr_tmp);
addr_tmp_name = make_ssa_name (addr_tmp, NULL_TREE);
addr_stmt = fold_convert (int_ptrsize_type, addr_base);
- addr_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
- addr_tmp_name, addr_stmt);
+ addr_stmt = build_gimple_modify_stmt (addr_tmp_name, addr_stmt);
SSA_NAME_DEF_STMT (addr_tmp_name) = addr_stmt;
append_to_statement_list_force (addr_stmt, cond_expr_stmt_list);
or_tmp = create_tmp_var (int_ptrsize_type, tmp_name);
add_referenced_var (or_tmp);
new_or_tmp_name = make_ssa_name (or_tmp, NULL_TREE);
- or_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
- new_or_tmp_name,
- build2 (BIT_IOR_EXPR, int_ptrsize_type,
- or_tmp_name,
- addr_tmp_name));
+ tmp = build2 (BIT_IOR_EXPR, int_ptrsize_type,
+ or_tmp_name, addr_tmp_name);
+ or_stmt = build_gimple_modify_stmt (new_or_tmp_name, tmp);
SSA_NAME_DEF_STMT (new_or_tmp_name) = or_stmt;
append_to_statement_list_force (or_stmt, cond_expr_stmt_list);
or_tmp_name = new_or_tmp_name;
add_referenced_var (and_tmp);
and_tmp_name = make_ssa_name (and_tmp, NULL_TREE);
- and_stmt = build2 (GIMPLE_MODIFY_STMT, void_type_node,
- and_tmp_name,
- build2 (BIT_AND_EXPR, int_ptrsize_type,
- or_tmp_name, mask_cst));
+ tmp = build2 (BIT_AND_EXPR, int_ptrsize_type, or_tmp_name, mask_cst);
+ and_stmt = build_gimple_modify_stmt (and_tmp_name, tmp);
SSA_NAME_DEF_STMT (and_tmp_name) = and_stmt;
append_to_statement_list_force (and_stmt, cond_expr_stmt_list);
and_tmp_name, ptrsize_zero);
}
+/* Function vect_vfa_segment_size.
+
+ Create an expression that computes the size of segment
+ that will be accessed for a data reference. The functions takes into
+ account that realignment loads may access one more vector.
+
+ Input:
+ DR: The data reference.
+ VECT_FACTOR: vectorization factor.
+
+ Return an expression whose value is the size of segment which will be
+ accessed by DR. */
+
+static tree
+vect_vfa_segment_size (struct data_reference *dr, tree vect_factor)
+{
+ tree segment_length;
+
+ if (vect_supportable_dr_alignment (dr) == dr_explicit_realign_optimized)
+ {
+ tree vector_size =
+ build_int_cst (integer_type_node,
+ GET_MODE_SIZE (TYPE_MODE (STMT_VINFO_VECTYPE
+ (vinfo_for_stmt (DR_STMT (dr))))));
+
+ segment_length =
+ fold_convert (sizetype,
+ fold_build2 (PLUS_EXPR, integer_type_node,
+ fold_build2 (MULT_EXPR, integer_type_node, DR_STEP (dr),
+ vect_factor),
+ vector_size));
+ }
+ else
+ {
+ segment_length =
+ fold_convert (sizetype,
+ fold_build2 (MULT_EXPR, integer_type_node, DR_STEP (dr),
+ vect_factor));
+ }
+
+ return segment_length;
+}
+
+/* Function vect_create_cond_for_alias_checks.
+
+ Create a conditional expression that represents the run-time checks for
+ overlapping of address ranges represented by a list of data references
+ relations passed as input.
+
+ Input:
+ COND_EXPR - input conditional expression. New conditions will be chained
+ with logical and operation.
+ LOOP_VINFO - field LOOP_VINFO_MAY_ALIAS_STMTS contains the list of ddrs
+ to be checked.
+
+ Output:
+ COND_EXPR - conditional expression.
+ COND_EXPR_STMT_LIST - statements needed to construct the conditional
+ expression.
+ The returned value is the conditional expression to be used in the if
+ statement that controls which version of the loop gets executed at runtime.
+*/
+
+static void
+vect_create_cond_for_alias_checks (loop_vec_info loop_vinfo,
+ tree * cond_expr,
+ tree * cond_expr_stmt_list)
+{
+ struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
+ VEC (ddr_p, heap) * may_alias_ddrs =
+ LOOP_VINFO_MAY_ALIAS_DDRS (loop_vinfo);
+ tree vect_factor =
+ build_int_cst (integer_type_node, LOOP_VINFO_VECT_FACTOR (loop_vinfo));
+
+ ddr_p ddr;
+ unsigned int i;
+ tree part_cond_expr;
+
+ /* Create expression
+ ((store_ptr_0 + store_segment_length_0) < load_ptr_0)
+ || (load_ptr_0 + load_segment_length_0) < store_ptr_0))
+ &&
+ ...
+ &&
+ ((store_ptr_n + store_segment_length_n) < load_ptr_n)
+ || (load_ptr_n + load_segment_length_n) < store_ptr_n)) */
+
+ if (VEC_empty (ddr_p, may_alias_ddrs))
+ return;
+
+ for (i = 0; VEC_iterate (ddr_p, may_alias_ddrs, i, ddr); i++)
+ {
+ tree stmt_a = DR_STMT (DDR_A (ddr));
+ tree stmt_b = DR_STMT (DDR_B (ddr));
+
+ tree addr_base_a =
+ vect_create_addr_base_for_vector_ref (stmt_a, cond_expr_stmt_list,
+ NULL_TREE, loop);
+ tree addr_base_b =
+ vect_create_addr_base_for_vector_ref (stmt_b, cond_expr_stmt_list,
+ NULL_TREE, loop);
+
+ tree segment_length_a = vect_vfa_segment_size (DDR_A (ddr), vect_factor);
+ tree segment_length_b = vect_vfa_segment_size (DDR_B (ddr), vect_factor);
+
+ if (vect_print_dump_info (REPORT_DR_DETAILS))
+ {
+ fprintf (vect_dump,
+ "create runtime check for data references ");
+ 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);
+ }
+
+
+ part_cond_expr =
+ fold_build2 (TRUTH_OR_EXPR, boolean_type_node,
+ fold_build2 (LT_EXPR, boolean_type_node,
+ fold_build2 (POINTER_PLUS_EXPR, TREE_TYPE (addr_base_a),
+ addr_base_a,
+ segment_length_a),
+ addr_base_b),
+ fold_build2 (LT_EXPR, boolean_type_node,
+ fold_build2 (POINTER_PLUS_EXPR, TREE_TYPE (addr_base_b),
+ addr_base_b,
+ segment_length_b),
+ addr_base_a));
+
+ if (*cond_expr)
+ *cond_expr = fold_build2 (TRUTH_AND_EXPR, boolean_type_node,
+ *cond_expr, part_cond_expr);
+ else
+ *cond_expr = part_cond_expr;
+ }
+ if (vect_print_dump_info (REPORT_VECTORIZED_LOOPS))
+ fprintf (vect_dump, "created %u versioning for alias checks.\n",
+ VEC_length (ddr_p, may_alias_ddrs));
+
+}
/* Function vect_transform_loop.
struct loop *loop = LOOP_VINFO_LOOP (loop_vinfo);
basic_block *bbs = LOOP_VINFO_BBS (loop_vinfo);
int nbbs = loop->num_nodes;
- block_stmt_iterator si;
+ block_stmt_iterator si, next_si;
int i;
tree ratio = NULL;
int vectorization_factor = LOOP_VINFO_VECT_FACTOR (loop_vinfo);
- bitmap_iterator bi;
- unsigned int j;
bool strided_store;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "=== vec_transform_loop ===");
- /* If the loop has data references that may or may not be aligned then
+ /* If the loop has data references that may or may not be aligned or/and
+ has data reference relations whose independence was not proven then
two versions of the loop need to be generated, one which is vectorized
and one which isn't. A test is then generated to control which of the
loops is executed. The test checks for the alignment of all of the
- data references that may or may not be aligned. */
+ data references that may or may not be aligned. An additional
+ sequence of runtime tests is generated for each pairs of DDRs whose
+ independence was not proven. The vectorized version of loop is
+ executed only if both alias and alignment tests are passed. */
- if (VEC_length (tree, LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo)))
+ if (VEC_length (tree, LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo))
+ || VEC_length (ddr_p, LOOP_VINFO_MAY_ALIAS_DDRS (loop_vinfo)))
{
struct loop *nloop;
- tree cond_expr;
+ tree cond_expr = NULL_TREE;
tree cond_expr_stmt_list = NULL_TREE;
basic_block condition_bb;
block_stmt_iterator cond_exp_bsi;
basic_block new_exit_bb;
edge new_exit_e, e;
tree orig_phi, new_phi, arg;
+ unsigned prob = 4 * REG_BR_PROB_BASE / 5;
+ tree gimplify_stmt_list;
- cond_expr = vect_create_cond_for_align_checks (loop_vinfo,
+ if (VEC_length (tree, LOOP_VINFO_MAY_MISALIGN_STMTS (loop_vinfo)))
+ cond_expr =
+ vect_create_cond_for_align_checks (loop_vinfo, &cond_expr_stmt_list);
+
+ if (VEC_length (ddr_p, LOOP_VINFO_MAY_ALIAS_DDRS (loop_vinfo)))
+ vect_create_cond_for_alias_checks (loop_vinfo, &cond_expr,
&cond_expr_stmt_list);
+
+ cond_expr =
+ fold_build2 (NE_EXPR, boolean_type_node, cond_expr, integer_zero_node);
+ cond_expr =
+ force_gimple_operand (cond_expr, &gimplify_stmt_list, true,
+ NULL_TREE);
+ append_to_statement_list (gimplify_stmt_list, &cond_expr_stmt_list);
+
initialize_original_copy_tables ();
- nloop = loop_version (loop, cond_expr, &condition_bb, true);
+ nloop = loop_version (loop, cond_expr, &condition_bb,
+ prob, prob, REG_BR_PROB_BASE - prob, true);
free_original_copy_tables();
/** Loop versioning violates an assumption we try to maintain during
/* CHECKME: we wouldn't need this if we called update_ssa once
for all loops. */
- bitmap_zero (vect_vnames_to_rename);
+ bitmap_zero (vect_memsyms_to_rename);
/* Peel the loop if there are data refs with unknown alignment.
Only one data ref with unknown store is allowed. */
for (i = 0; i < nbbs; i++)
{
basic_block bb = bbs[i];
+ stmt_vec_info stmt_info;
+ tree phi;
+
+ for (phi = phi_nodes (bb); phi; phi = PHI_CHAIN (phi))
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ {
+ fprintf (vect_dump, "------>vectorizing phi: ");
+ print_generic_expr (vect_dump, phi, TDF_SLIM);
+ }
+ stmt_info = vinfo_for_stmt (phi);
+ if (!stmt_info)
+ continue;
+ if (!STMT_VINFO_RELEVANT_P (stmt_info)
+ && !STMT_VINFO_LIVE_P (stmt_info))
+ continue;
+
+ if ((TYPE_VECTOR_SUBPARTS (STMT_VINFO_VECTYPE (stmt_info))
+ != (unsigned HOST_WIDE_INT) vectorization_factor)
+ && vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "multiple-types.");
+
+ if (STMT_VINFO_DEF_TYPE (stmt_info) == vect_induction_def)
+ {
+ if (vect_print_dump_info (REPORT_DETAILS))
+ fprintf (vect_dump, "transform phi.");
+ vect_transform_stmt (phi, NULL, NULL);
+ }
+ }
for (si = bsi_start (bb); !bsi_end_p (si);)
{
tree stmt = bsi_stmt (si);
- stmt_vec_info stmt_info;
bool is_store;
if (vect_print_dump_info (REPORT_DETAILS))
fprintf (vect_dump, "------>vectorizing statement: ");
print_generic_expr (vect_dump, stmt, TDF_SLIM);
}
+
stmt_info = vinfo_for_stmt (stmt);
- gcc_assert (stmt_info);
+
+ /* vector stmts created in the outer-loop during vectorization of
+ stmts in an inner-loop may not have a stmt_info, and do not
+ need to be vectorized. */
+ if (!stmt_info)
+ {
+ bsi_next (&si);
+ continue;
+ }
+
if (!STMT_VINFO_RELEVANT_P (stmt_info)
&& !STMT_VINFO_LIVE_P (stmt_info))
{
continue;
}
+ gcc_assert (STMT_VINFO_VECTYPE (stmt_info));
if ((TYPE_VECTOR_SUBPARTS (STMT_VINFO_VECTYPE (stmt_info))
!= (unsigned HOST_WIDE_INT) vectorization_factor)
&& vect_print_dump_info (REPORT_DETAILS))
while (next)
{
+ next_si = bsi_for_stmt (next);
next_stmt_info = vinfo_for_stmt (next);
/* Free the attached stmt_vec_info and remove the stmt. */
ann = stmt_ann (next);
tmp = DR_GROUP_NEXT_DR (next_stmt_info);
free (next_stmt_info);
set_stmt_info (ann, NULL);
+ bsi_remove (&next_si, true);
next = tmp;
}
bsi_remove (&si, true);
continue;
}
}
- else
- {
- if (strided_store)
- {
- /* This is case of skipped interleaved store. We don't free
- its stmt_vec_info. */
- bsi_remove (&si, true);
- continue;
- }
- }
bsi_next (&si);
} /* stmts in BB */
} /* BBs in loop */
slpeel_make_loop_iterate_ntimes (loop, ratio);
- EXECUTE_IF_SET_IN_BITMAP (vect_vnames_to_rename, 0, j, bi)
- mark_sym_for_renaming (SSA_NAME_VAR (ssa_name (j)));
+ mark_set_for_renaming (vect_memsyms_to_rename);
/* The memory tags and pointers in vectorized statements need to
have their SSA forms updated. FIXME, why can't this be delayed
if (vect_print_dump_info (REPORT_VECTORIZED_LOOPS))
fprintf (vect_dump, "LOOP VECTORIZED.");
+ if (loop->inner && vect_print_dump_info (REPORT_VECTORIZED_LOOPS))
+ fprintf (vect_dump, "OUTER LOOP VECTORIZED.");
}
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