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jeremybenn |
/* Linear Loop transforms
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Copyright (C) 2003, 2004, 2005, 2007, 2008, 2009, 2010
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Free Software Foundation, Inc.
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Contributed by Daniel Berlin <dberlin@dberlin.org>.
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This file is part of GCC.
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GCC is free software; you can redistribute it and/or modify it under
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the terms of the GNU General Public License as published by the Free
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Software Foundation; either version 3, or (at your option) any later
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version.
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GCC is distributed in the hope that it will be useful, but WITHOUT ANY
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WARRANTY; without even the implied warranty of MERCHANTABILITY or
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FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
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for more details.
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You should have received a copy of the GNU General Public License
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along with GCC; see the file COPYING3. If not see
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<http://www.gnu.org/licenses/>. */
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#include "config.h"
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#include "system.h"
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#include "coretypes.h"
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#include "tm.h"
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#include "ggc.h"
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#include "tree.h"
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#include "target.h"
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#include "rtl.h"
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#include "basic-block.h"
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#include "diagnostic.h"
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#include "obstack.h"
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#include "tree-flow.h"
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#include "tree-dump.h"
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#include "timevar.h"
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#include "cfgloop.h"
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#include "expr.h"
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#include "optabs.h"
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#include "tree-chrec.h"
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#include "tree-data-ref.h"
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#include "tree-scalar-evolution.h"
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#include "tree-pass.h"
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#include "lambda.h"
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/* Linear loop transforms include any composition of interchange,
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scaling, skewing, and reversal. They are used to change the
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iteration order of loop nests in order to optimize data locality of
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traversals, or remove dependences that prevent
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parallelization/vectorization/etc.
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TODO: Determine reuse vectors/matrix and use it to determine optimal
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transform matrix for locality purposes.
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TODO: Completion of partial transforms. */
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/* Gather statistics for loop interchange. LOOP is the loop being
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considered. The first loop in the considered loop nest is
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FIRST_LOOP, and consequently, the index of the considered loop is
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obtained by LOOP->DEPTH - FIRST_LOOP->DEPTH
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Initializes:
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- DEPENDENCE_STEPS the sum of all the data dependence distances
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carried by loop LOOP,
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- NB_DEPS_NOT_CARRIED_BY_LOOP the number of dependence relations
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for which the loop LOOP is not carrying any dependence,
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- ACCESS_STRIDES the sum of all the strides in LOOP.
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Example: for the following loop,
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| loop_1 runs 1335 times
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| loop_2 runs 1335 times
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| A[{{0, +, 1}_1, +, 1335}_2]
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| B[{{0, +, 1}_1, +, 1335}_2]
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| endloop_2
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| A[{0, +, 1336}_1]
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| endloop_1
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gather_interchange_stats (in loop_1) will return
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DEPENDENCE_STEPS = 3002
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NB_DEPS_NOT_CARRIED_BY_LOOP = 5
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ACCESS_STRIDES = 10694
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gather_interchange_stats (in loop_2) will return
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DEPENDENCE_STEPS = 3000
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NB_DEPS_NOT_CARRIED_BY_LOOP = 7
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ACCESS_STRIDES = 8010
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*/
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static void
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gather_interchange_stats (VEC (ddr_p, heap) *dependence_relations ATTRIBUTE_UNUSED,
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VEC (data_reference_p, heap) *datarefs ATTRIBUTE_UNUSED,
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struct loop *loop ATTRIBUTE_UNUSED,
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struct loop *first_loop ATTRIBUTE_UNUSED,
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unsigned int *dependence_steps ATTRIBUTE_UNUSED,
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unsigned int *nb_deps_not_carried_by_loop ATTRIBUTE_UNUSED,
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double_int *access_strides ATTRIBUTE_UNUSED)
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{
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unsigned int i, j;
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struct data_dependence_relation *ddr;
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struct data_reference *dr;
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*dependence_steps = 0;
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*nb_deps_not_carried_by_loop = 0;
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*access_strides = double_int_zero;
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for (i = 0; VEC_iterate (ddr_p, dependence_relations, i, ddr); i++)
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{
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/* If we don't know anything about this dependence, or the distance
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vector is NULL, or there is no dependence, then there is no reuse of
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data. */
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if (DDR_ARE_DEPENDENT (ddr) == chrec_dont_know
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|| DDR_ARE_DEPENDENT (ddr) == chrec_known
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|| DDR_NUM_DIST_VECTS (ddr) == 0)
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continue;
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for (j = 0; j < DDR_NUM_DIST_VECTS (ddr); j++)
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{
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int dist = DDR_DIST_VECT (ddr, j)[loop_depth (loop) - loop_depth (first_loop)];
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if (dist == 0)
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(*nb_deps_not_carried_by_loop) += 1;
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else if (dist < 0)
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(*dependence_steps) += -dist;
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else
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(*dependence_steps) += dist;
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}
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}
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/* Compute the access strides. */
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for (i = 0; VEC_iterate (data_reference_p, datarefs, i, dr); i++)
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{
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unsigned int it;
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tree ref = DR_REF (dr);
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gimple stmt = DR_STMT (dr);
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struct loop *stmt_loop = loop_containing_stmt (stmt);
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struct loop *inner_loop = first_loop->inner;
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if (inner_loop != stmt_loop
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&& !flow_loop_nested_p (inner_loop, stmt_loop))
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continue;
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for (it = 0; it < DR_NUM_DIMENSIONS (dr);
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it++, ref = TREE_OPERAND (ref, 0))
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{
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int num = am_vector_index_for_loop (DR_ACCESS_MATRIX (dr), loop->num);
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int istride = AM_GET_ACCESS_MATRIX_ELEMENT (DR_ACCESS_MATRIX (dr), it, num);
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tree array_size = TYPE_SIZE (TREE_TYPE (ref));
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double_int dstride;
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if (array_size == NULL_TREE
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|| TREE_CODE (array_size) != INTEGER_CST)
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continue;
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dstride = double_int_mul (tree_to_double_int (array_size),
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shwi_to_double_int (istride));
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(*access_strides) = double_int_add (*access_strides, dstride);
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}
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}
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}
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/* Attempt to apply interchange transformations to TRANS to maximize the
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spatial and temporal locality of the loop.
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Returns the new transform matrix. The smaller the reuse vector
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distances in the inner loops, the fewer the cache misses.
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FIRST_LOOP is the loop->num of the first loop in the analyzed loop
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nest. */
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static lambda_trans_matrix
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try_interchange_loops (lambda_trans_matrix trans,
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unsigned int depth,
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VEC (ddr_p, heap) *dependence_relations,
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VEC (data_reference_p, heap) *datarefs,
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struct loop *first_loop)
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{
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bool res;
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struct loop *loop_i;
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struct loop *loop_j;
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unsigned int dependence_steps_i, dependence_steps_j;
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double_int access_strides_i, access_strides_j;
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double_int small, large, nb_iter;
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double_int l1_cache_size, l2_cache_size;
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int cmp;
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unsigned int nb_deps_not_carried_by_i, nb_deps_not_carried_by_j;
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struct data_dependence_relation *ddr;
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if (VEC_length (ddr_p, dependence_relations) == 0)
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return trans;
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/* When there is an unknown relation in the dependence_relations, we
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know that it is no worth looking at this loop nest: give up. */
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ddr = VEC_index (ddr_p, dependence_relations, 0);
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if (ddr == NULL || DDR_ARE_DEPENDENT (ddr) == chrec_dont_know)
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return trans;
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l1_cache_size = uhwi_to_double_int (L1_CACHE_SIZE * 1024);
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l2_cache_size = uhwi_to_double_int (L2_CACHE_SIZE * 1024);
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/* LOOP_I is always the outer loop. */
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for (loop_j = first_loop->inner;
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loop_j;
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loop_j = loop_j->inner)
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for (loop_i = first_loop;
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loop_depth (loop_i) < loop_depth (loop_j);
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loop_i = loop_i->inner)
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{
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gather_interchange_stats (dependence_relations, datarefs,
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loop_i, first_loop,
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&dependence_steps_i,
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&nb_deps_not_carried_by_i,
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&access_strides_i);
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gather_interchange_stats (dependence_relations, datarefs,
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loop_j, first_loop,
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&dependence_steps_j,
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&nb_deps_not_carried_by_j,
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&access_strides_j);
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/* Heuristics for loop interchange profitability:
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0. Don't transform if the smallest stride is larger than
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the L2 cache, or if the largest stride multiplied by the
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number of iterations is smaller than the L1 cache.
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1. (spatial locality) Inner loops should have smallest
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dependence steps.
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2. (spatial locality) Inner loops should contain more
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dependence relations not carried by the loop.
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3. (temporal locality) Inner loops should have smallest
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array access strides.
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*/
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cmp = double_int_ucmp (access_strides_i, access_strides_j);
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small = cmp < 0 ? access_strides_i : access_strides_j;
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large = cmp < 0 ? access_strides_j : access_strides_i;
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if (double_int_ucmp (small, l2_cache_size) > 0)
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continue;
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res = cmp < 0 ?
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estimated_loop_iterations (loop_j, false, &nb_iter):
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estimated_loop_iterations (loop_i, false, &nb_iter);
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if (res
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&& double_int_ucmp (double_int_mul (large, nb_iter),
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l1_cache_size) < 0)
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continue;
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if (dependence_steps_i < dependence_steps_j
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|| nb_deps_not_carried_by_i > nb_deps_not_carried_by_j
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|| cmp < 0)
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{
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lambda_matrix_row_exchange (LTM_MATRIX (trans),
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loop_depth (loop_i) - loop_depth (first_loop),
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loop_depth (loop_j) - loop_depth (first_loop));
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/* Validate the resulting matrix. When the transformation
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is not valid, reverse to the previous transformation. */
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if (!lambda_transform_legal_p (trans, depth, dependence_relations))
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lambda_matrix_row_exchange (LTM_MATRIX (trans),
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loop_depth (loop_i) - loop_depth (first_loop),
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loop_depth (loop_j) - loop_depth (first_loop));
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| 268 |
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}
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| 269 |
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}
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| 270 |
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| 271 |
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return trans;
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}
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| 273 |
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| 274 |
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/* Return the number of nested loops in LOOP_NEST, or 0 if the loops
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are not perfectly nested. */
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| 276 |
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| 277 |
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unsigned int
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| 278 |
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perfect_loop_nest_depth (struct loop *loop_nest)
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| 279 |
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{
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| 280 |
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struct loop *temp;
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| 281 |
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unsigned int depth = 1;
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| 282 |
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| 283 |
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/* If it's not a loop nest, we don't want it. We also don't handle
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| 284 |
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sibling loops properly, which are loops of the following form:
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| 285 |
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| 286 |
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| for (i = 0; i < 50; i++)
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| 287 |
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| {
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| 288 |
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| for (j = 0; j < 50; j++)
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| 289 |
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| {
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| 290 |
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| ...
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| 291 |
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| }
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| 292 |
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| for (j = 0; j < 50; j++)
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| 293 |
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| {
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| 294 |
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| ...
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| 295 |
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| }
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| 296 |
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| }
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| 297 |
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*/
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| 298 |
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| 299 |
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if (!loop_nest->inner || !single_exit (loop_nest))
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| 300 |
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return 0;
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| 301 |
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| 302 |
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for (temp = loop_nest->inner; temp; temp = temp->inner)
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| 303 |
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{
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| 304 |
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/* If we have a sibling loop or multiple exit edges, jump ship. */
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| 305 |
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if (temp->next || !single_exit (temp))
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| 306 |
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return 0;
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| 307 |
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| 308 |
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depth++;
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| 309 |
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}
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| 310 |
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| 311 |
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return depth;
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| 312 |
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}
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| 313 |
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| 314 |
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/* Perform a set of linear transforms on loops. */
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| 315 |
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| 316 |
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void
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| 317 |
|
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linear_transform_loops (void)
|
| 318 |
|
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{
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| 319 |
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bool modified = false;
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| 320 |
|
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loop_iterator li;
|
| 321 |
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VEC(tree,heap) *oldivs = NULL;
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| 322 |
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VEC(tree,heap) *invariants = NULL;
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| 323 |
|
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VEC(tree,heap) *lambda_parameters = NULL;
|
| 324 |
|
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VEC(gimple,heap) *remove_ivs = VEC_alloc (gimple, heap, 3);
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| 325 |
|
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struct loop *loop_nest;
|
| 326 |
|
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gimple oldiv_stmt;
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| 327 |
|
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unsigned i;
|
| 328 |
|
|
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| 329 |
|
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FOR_EACH_LOOP (li, loop_nest, 0)
|
| 330 |
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{
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| 331 |
|
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unsigned int depth = 0;
|
| 332 |
|
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VEC (ddr_p, heap) *dependence_relations;
|
| 333 |
|
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VEC (data_reference_p, heap) *datarefs;
|
| 334 |
|
|
|
| 335 |
|
|
lambda_loopnest before, after;
|
| 336 |
|
|
lambda_trans_matrix trans;
|
| 337 |
|
|
struct obstack lambda_obstack;
|
| 338 |
|
|
struct loop *loop;
|
| 339 |
|
|
VEC(loop_p,heap) *nest;
|
| 340 |
|
|
|
| 341 |
|
|
depth = perfect_loop_nest_depth (loop_nest);
|
| 342 |
|
|
if (depth == 0)
|
| 343 |
|
|
continue;
|
| 344 |
|
|
|
| 345 |
|
|
nest = VEC_alloc (loop_p, heap, 3);
|
| 346 |
|
|
for (loop = loop_nest; loop; loop = loop->inner)
|
| 347 |
|
|
VEC_safe_push (loop_p, heap, nest, loop);
|
| 348 |
|
|
|
| 349 |
|
|
gcc_obstack_init (&lambda_obstack);
|
| 350 |
|
|
VEC_truncate (tree, oldivs, 0);
|
| 351 |
|
|
VEC_truncate (tree, invariants, 0);
|
| 352 |
|
|
VEC_truncate (tree, lambda_parameters, 0);
|
| 353 |
|
|
|
| 354 |
|
|
datarefs = VEC_alloc (data_reference_p, heap, 10);
|
| 355 |
|
|
dependence_relations = VEC_alloc (ddr_p, heap, 10 * 10);
|
| 356 |
|
|
if (!compute_data_dependences_for_loop (loop_nest, true, &datarefs,
|
| 357 |
|
|
&dependence_relations))
|
| 358 |
|
|
goto free_and_continue;
|
| 359 |
|
|
|
| 360 |
|
|
lambda_collect_parameters (datarefs, &lambda_parameters);
|
| 361 |
|
|
if (!lambda_compute_access_matrices (datarefs, lambda_parameters, nest))
|
| 362 |
|
|
goto free_and_continue;
|
| 363 |
|
|
|
| 364 |
|
|
if (dump_file && (dump_flags & TDF_DETAILS))
|
| 365 |
|
|
dump_ddrs (dump_file, dependence_relations);
|
| 366 |
|
|
|
| 367 |
|
|
/* Build the transformation matrix. */
|
| 368 |
|
|
trans = lambda_trans_matrix_new (depth, depth);
|
| 369 |
|
|
lambda_matrix_id (LTM_MATRIX (trans), depth);
|
| 370 |
|
|
trans = try_interchange_loops (trans, depth, dependence_relations,
|
| 371 |
|
|
datarefs, loop_nest);
|
| 372 |
|
|
|
| 373 |
|
|
if (lambda_trans_matrix_id_p (trans))
|
| 374 |
|
|
{
|
| 375 |
|
|
if (dump_file)
|
| 376 |
|
|
fprintf (dump_file, "Won't transform loop. Optimal transform is the identity transform\n");
|
| 377 |
|
|
goto free_and_continue;
|
| 378 |
|
|
}
|
| 379 |
|
|
|
| 380 |
|
|
/* Check whether the transformation is legal. */
|
| 381 |
|
|
if (!lambda_transform_legal_p (trans, depth, dependence_relations))
|
| 382 |
|
|
{
|
| 383 |
|
|
if (dump_file)
|
| 384 |
|
|
fprintf (dump_file, "Can't transform loop, transform is illegal:\n");
|
| 385 |
|
|
goto free_and_continue;
|
| 386 |
|
|
}
|
| 387 |
|
|
|
| 388 |
|
|
before = gcc_loopnest_to_lambda_loopnest (loop_nest, &oldivs,
|
| 389 |
|
|
&invariants, &lambda_obstack);
|
| 390 |
|
|
|
| 391 |
|
|
if (!before)
|
| 392 |
|
|
goto free_and_continue;
|
| 393 |
|
|
|
| 394 |
|
|
if (dump_file)
|
| 395 |
|
|
{
|
| 396 |
|
|
fprintf (dump_file, "Before:\n");
|
| 397 |
|
|
print_lambda_loopnest (dump_file, before, 'i');
|
| 398 |
|
|
}
|
| 399 |
|
|
|
| 400 |
|
|
after = lambda_loopnest_transform (before, trans, &lambda_obstack);
|
| 401 |
|
|
|
| 402 |
|
|
if (dump_file)
|
| 403 |
|
|
{
|
| 404 |
|
|
fprintf (dump_file, "After:\n");
|
| 405 |
|
|
print_lambda_loopnest (dump_file, after, 'u');
|
| 406 |
|
|
}
|
| 407 |
|
|
|
| 408 |
|
|
lambda_loopnest_to_gcc_loopnest (loop_nest, oldivs, invariants,
|
| 409 |
|
|
&remove_ivs,
|
| 410 |
|
|
after, trans, &lambda_obstack);
|
| 411 |
|
|
modified = true;
|
| 412 |
|
|
|
| 413 |
|
|
if (dump_file)
|
| 414 |
|
|
fprintf (dump_file, "Successfully transformed loop.\n");
|
| 415 |
|
|
|
| 416 |
|
|
free_and_continue:
|
| 417 |
|
|
obstack_free (&lambda_obstack, NULL);
|
| 418 |
|
|
free_dependence_relations (dependence_relations);
|
| 419 |
|
|
free_data_refs (datarefs);
|
| 420 |
|
|
VEC_free (loop_p, heap, nest);
|
| 421 |
|
|
}
|
| 422 |
|
|
|
| 423 |
|
|
for (i = 0; VEC_iterate (gimple, remove_ivs, i, oldiv_stmt); i++)
|
| 424 |
|
|
remove_iv (oldiv_stmt);
|
| 425 |
|
|
|
| 426 |
|
|
VEC_free (tree, heap, oldivs);
|
| 427 |
|
|
VEC_free (tree, heap, invariants);
|
| 428 |
|
|
VEC_free (gimple, heap, remove_ivs);
|
| 429 |
|
|
scev_reset ();
|
| 430 |
|
|
|
| 431 |
|
|
if (modified)
|
| 432 |
|
|
rewrite_into_loop_closed_ssa (NULL, TODO_update_ssa_full_phi);
|
| 433 |
|
|
}
|