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authorRichard Sandiford <richard.sandiford@arm.com>2021-11-10 12:31:01 +0000
committerRichard Sandiford <richard.sandiford@arm.com>2021-11-10 12:31:01 +0000
commit5720a9d5beacb558c1ddccbbfef9f9e4f91b14cf (patch)
tree3f728ad5f83db3e244ed18b3efb52e90f059de6b /gcc/tree-vectorizer.c
parent772d76acb5aead98eb3c47a78363d867287d5e77 (diff)
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vect: Hookize better_loop_vinfo_p
One of the things we want to do on AArch64 is compare vector loops side-by-side and pick the best one. For some targets, we want this to be based on issue rates as well as the usual latency-based costs (at least for loops with relatively high iteration counts). The current approach to doing this is: when costing vectorisation candidate A, try to guess what the other main candidate B will look like and adjust A's latency-based cost up or down based on the likely difference between A and B's issue rates. This effectively means that we try to cost parts of B at the same time as A, without actually being able to see B. This is needlessly indirect and complex. It was a compromise due to the code being added (too) late in the GCC 11 cycle, so that target-independent changes weren't possible. The target-independent code already compares two candidate loop_vec_infos side-by-side, so that information about A and B above are available directly. This patch creates a way for targets to hook into this comparison. The AArch64 code can therefore hook into better_main_loop_than_p to compare issue rates. If the issue rate comparison isn't decisive, the code can fall back to the normal latency-based comparison instead. gcc/ * tree-vectorizer.h (vector_costs::better_main_loop_than_p) (vector_costs::better_epilogue_loop_than_p) (vector_costs::compare_inside_loop_cost) (vector_costs::compare_outside_loop_cost): Likewise. * tree-vectorizer.c (vector_costs::better_main_loop_than_p) (vector_costs::better_epilogue_loop_than_p) (vector_costs::compare_inside_loop_cost) (vector_costs::compare_outside_loop_cost): New functions, containing code moved from... * tree-vect-loop.c (vect_better_loop_vinfo_p): ...here.
Diffstat (limited to 'gcc/tree-vectorizer.c')
-rw-r--r--gcc/tree-vectorizer.c204
1 files changed, 204 insertions, 0 deletions
diff --git a/gcc/tree-vectorizer.c b/gcc/tree-vectorizer.c
index 9ef76ce..dcbb2a3 100644
--- a/gcc/tree-vectorizer.c
+++ b/gcc/tree-vectorizer.c
@@ -1744,3 +1744,207 @@ vector_costs::adjust_cost_for_freq (stmt_vec_info stmt_info,
}
return cost;
}
+
+/* See the comment above the declaration for details. */
+
+bool
+vector_costs::better_main_loop_than_p (const vector_costs *other) const
+{
+ int diff = compare_inside_loop_cost (other);
+ if (diff != 0)
+ return diff < 0;
+
+ /* If there's nothing to choose between the loop bodies, see whether
+ there's a difference in the prologue and epilogue costs. */
+ diff = compare_outside_loop_cost (other);
+ if (diff != 0)
+ return diff < 0;
+
+ return false;
+}
+
+
+/* See the comment above the declaration for details. */
+
+bool
+vector_costs::better_epilogue_loop_than_p (const vector_costs *other,
+ loop_vec_info main_loop) const
+{
+ loop_vec_info this_loop_vinfo = as_a<loop_vec_info> (this->m_vinfo);
+ loop_vec_info other_loop_vinfo = as_a<loop_vec_info> (other->m_vinfo);
+
+ poly_int64 this_vf = LOOP_VINFO_VECT_FACTOR (this_loop_vinfo);
+ poly_int64 other_vf = LOOP_VINFO_VECT_FACTOR (other_loop_vinfo);
+
+ poly_uint64 main_poly_vf = LOOP_VINFO_VECT_FACTOR (main_loop);
+ unsigned HOST_WIDE_INT main_vf;
+ unsigned HOST_WIDE_INT other_factor, this_factor, other_cost, this_cost;
+ /* If we can determine how many iterations are left for the epilogue
+ loop, that is if both the main loop's vectorization factor and number
+ of iterations are constant, then we use them to calculate the cost of
+ the epilogue loop together with a 'likely value' for the epilogues
+ vectorization factor. Otherwise we use the main loop's vectorization
+ factor and the maximum poly value for the epilogue's. If the target
+ has not provided with a sensible upper bound poly vectorization
+ factors are likely to be favored over constant ones. */
+ if (main_poly_vf.is_constant (&main_vf)
+ && LOOP_VINFO_NITERS_KNOWN_P (main_loop))
+ {
+ unsigned HOST_WIDE_INT niters
+ = LOOP_VINFO_INT_NITERS (main_loop) % main_vf;
+ HOST_WIDE_INT other_likely_vf
+ = estimated_poly_value (other_vf, POLY_VALUE_LIKELY);
+ HOST_WIDE_INT this_likely_vf
+ = estimated_poly_value (this_vf, POLY_VALUE_LIKELY);
+
+ /* If the epilogue is using partial vectors we account for the
+ partial iteration here too. */
+ other_factor = niters / other_likely_vf;
+ if (LOOP_VINFO_USING_PARTIAL_VECTORS_P (other_loop_vinfo)
+ && niters % other_likely_vf != 0)
+ other_factor++;
+
+ this_factor = niters / this_likely_vf;
+ if (LOOP_VINFO_USING_PARTIAL_VECTORS_P (this_loop_vinfo)
+ && niters % this_likely_vf != 0)
+ this_factor++;
+ }
+ else
+ {
+ unsigned HOST_WIDE_INT main_vf_max
+ = estimated_poly_value (main_poly_vf, POLY_VALUE_MAX);
+
+ other_factor = main_vf_max / estimated_poly_value (other_vf,
+ POLY_VALUE_MAX);
+ this_factor = main_vf_max / estimated_poly_value (this_vf,
+ POLY_VALUE_MAX);
+
+ /* If the loop is not using partial vectors then it will iterate one
+ time less than one that does. It is safe to subtract one here,
+ because the main loop's vf is always at least 2x bigger than that
+ of an epilogue. */
+ if (!LOOP_VINFO_USING_PARTIAL_VECTORS_P (other_loop_vinfo))
+ other_factor -= 1;
+ if (!LOOP_VINFO_USING_PARTIAL_VECTORS_P (this_loop_vinfo))
+ this_factor -= 1;
+ }
+
+ /* Compute the costs by multiplying the inside costs with the factor and
+ add the outside costs for a more complete picture. The factor is the
+ amount of times we are expecting to iterate this epilogue. */
+ other_cost = other->body_cost () * other_factor;
+ this_cost = this->body_cost () * this_factor;
+ other_cost += other->outside_cost ();
+ this_cost += this->outside_cost ();
+ return this_cost < other_cost;
+}
+
+/* A <=>-style subroutine of better_main_loop_than_p. Check whether we can
+ determine the return value of better_main_loop_than_p by comparing the
+ inside (loop body) costs of THIS and OTHER. Return:
+
+ * -1 if better_main_loop_than_p should return true.
+ * 1 if better_main_loop_than_p should return false.
+ * 0 if we can't decide. */
+
+int
+vector_costs::compare_inside_loop_cost (const vector_costs *other) const
+{
+ loop_vec_info this_loop_vinfo = as_a<loop_vec_info> (this->m_vinfo);
+ loop_vec_info other_loop_vinfo = as_a<loop_vec_info> (other->m_vinfo);
+
+ struct loop *loop = LOOP_VINFO_LOOP (this_loop_vinfo);
+ gcc_assert (LOOP_VINFO_LOOP (other_loop_vinfo) == loop);
+
+ poly_int64 this_vf = LOOP_VINFO_VECT_FACTOR (this_loop_vinfo);
+ poly_int64 other_vf = LOOP_VINFO_VECT_FACTOR (other_loop_vinfo);
+
+ /* Limit the VFs to what is likely to be the maximum number of iterations,
+ to handle cases in which at least one loop_vinfo is fully-masked. */
+ HOST_WIDE_INT estimated_max_niter = likely_max_stmt_executions_int (loop);
+ if (estimated_max_niter != -1)
+ {
+ if (known_le (estimated_max_niter, this_vf))
+ this_vf = estimated_max_niter;
+ if (known_le (estimated_max_niter, other_vf))
+ other_vf = estimated_max_niter;
+ }
+
+ /* Check whether the (fractional) cost per scalar iteration is lower or
+ higher: this_inside_cost / this_vf vs. other_inside_cost / other_vf. */
+ poly_int64 rel_this = this_loop_vinfo->vector_costs->body_cost () * other_vf;
+ poly_int64 rel_other
+ = other_loop_vinfo->vector_costs->body_cost () * this_vf;
+
+ HOST_WIDE_INT est_rel_this_min
+ = estimated_poly_value (rel_this, POLY_VALUE_MIN);
+ HOST_WIDE_INT est_rel_this_max
+ = estimated_poly_value (rel_this, POLY_VALUE_MAX);
+
+ HOST_WIDE_INT est_rel_other_min
+ = estimated_poly_value (rel_other, POLY_VALUE_MIN);
+ HOST_WIDE_INT est_rel_other_max
+ = estimated_poly_value (rel_other, POLY_VALUE_MAX);
+
+ /* Check first if we can make out an unambigous total order from the minimum
+ and maximum estimates. */
+ if (est_rel_this_min < est_rel_other_min
+ && est_rel_this_max < est_rel_other_max)
+ return -1;
+
+ if (est_rel_other_min < est_rel_this_min
+ && est_rel_other_max < est_rel_this_max)
+ return 1;
+
+ /* When other_loop_vinfo uses a variable vectorization factor,
+ we know that it has a lower cost for at least one runtime VF.
+ However, we don't know how likely that VF is.
+
+ One option would be to compare the costs for the estimated VFs.
+ The problem is that that can put too much pressure on the cost
+ model. E.g. if the estimated VF is also the lowest possible VF,
+ and if other_loop_vinfo is 1 unit worse than this_loop_vinfo
+ for the estimated VF, we'd then choose this_loop_vinfo even
+ though (a) this_loop_vinfo might not actually be better than
+ other_loop_vinfo for that VF and (b) it would be significantly
+ worse at larger VFs.
+
+ Here we go for a hacky compromise: pick this_loop_vinfo if it is
+ no more expensive than other_loop_vinfo even after doubling the
+ estimated other_loop_vinfo VF. For all but trivial loops, this
+ ensures that we only pick this_loop_vinfo if it is significantly
+ better than other_loop_vinfo at the estimated VF. */
+ if (est_rel_other_min != est_rel_this_min
+ || est_rel_other_max != est_rel_this_max)
+ {
+ HOST_WIDE_INT est_rel_this_likely
+ = estimated_poly_value (rel_this, POLY_VALUE_LIKELY);
+ HOST_WIDE_INT est_rel_other_likely
+ = estimated_poly_value (rel_other, POLY_VALUE_LIKELY);
+
+ return est_rel_this_likely * 2 <= est_rel_other_likely ? -1 : 1;
+ }
+
+ return 0;
+}
+
+/* A <=>-style subroutine of better_main_loop_than_p, used when there is
+ nothing to choose between the inside (loop body) costs of THIS and OTHER.
+ Check whether we can determine the return value of better_main_loop_than_p
+ by comparing the outside (prologue and epilogue) costs of THIS and OTHER.
+ Return:
+
+ * -1 if better_main_loop_than_p should return true.
+ * 1 if better_main_loop_than_p should return false.
+ * 0 if we can't decide. */
+
+int
+vector_costs::compare_outside_loop_cost (const vector_costs *other) const
+{
+ auto this_outside_cost = this->outside_cost ();
+ auto other_outside_cost = other->outside_cost ();
+ if (this_outside_cost != other_outside_cost)
+ return this_outside_cost < other_outside_cost ? -1 : 1;
+
+ return 0;
+}