masahi commented on code in PR #13621:
URL: https://github.com/apache/tvm/pull/13621#discussion_r1071618299
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src/meta_schedule/space_generator/space_generator.cc:
##########
@@ -93,6 +103,10 @@ void SpaceGeneratorNode::InitializeWithTuneContext(const
TuneContext& context) {
default_sch_rules = ScheduleRule::DefaultVNNI();
default_postprocs = Postproc::DefaultVNNI();
default_mutator_probs = Mutator::DefaultVNNI();
+ } else if (kind == "avx512") {
+ default_sch_rules = ScheduleRule::DefaultAVX512();
+ default_postprocs = Postproc::DefaultVNNI();
Review Comment:
Rename `DefaultVNNI` to `DefaultCPUTensorization`
##########
src/meta_schedule/schedule_rule/schedule_rule.cc:
##########
@@ -130,6 +130,51 @@ Array<ScheduleRule> ScheduleRule::DefaultVNNI() {
};
}
+Array<ScheduleRule> ScheduleRule::DefaultAVX512() {
Review Comment:
Unify `DefaultVNNI` and this function.
##########
tests/python/unittest/test_meta_schedule_trace_apply.py:
##########
@@ -25,6 +25,9 @@
from tvm.target import Target
Review Comment:
Please remove change from this file, since VNNI vs AVX512 difference doesn't
matter for this unittest.
##########
tests/python/unittest/test_tir_schedule_analysis.py:
##########
@@ -41,6 +41,71 @@
from tvm.te import create_prim_func
Review Comment:
Also remove change from this file
##########
src/meta_schedule/space_generator/space_generator.cc:
##########
@@ -93,6 +103,10 @@ void SpaceGeneratorNode::InitializeWithTuneContext(const
TuneContext& context) {
default_sch_rules = ScheduleRule::DefaultVNNI();
default_postprocs = Postproc::DefaultVNNI();
default_mutator_probs = Mutator::DefaultVNNI();
+ } else if (kind == "avx512") {
+ default_sch_rules = ScheduleRule::DefaultAVX512();
+ default_postprocs = Postproc::DefaultVNNI();
+ default_mutator_probs = Mutator::DefaultVNNI();
Review Comment:
Remove `DefaultVNNI` and use `DefaultLLVM` (they are the same) for both VNNI
and AVX512
##########
src/meta_schedule/space_generator/space_generator.cc:
##########
@@ -73,6 +81,8 @@ void SpaceGeneratorNode::InitializeWithTuneContext(const
TuneContext& context) {
Array<ScheduleRule> default_sch_rules;
Array<Postproc> default_postprocs;
Map<Mutator, FloatImm> default_mutator_probs;
+ // TODO(vvchernov): check if need separated ScheduleRule, Postproc, Mutator
Review Comment:
seperated -> dedicated
##########
tests/python/unittest/test_meta_schedule_16x4_integration.py:
##########
@@ -28,6 +28,7 @@
from tvm.tir.schedule import BlockRV, Schedule
Review Comment:
Let's rename it to `test_meta_schedule_cpu_dot_product.py`
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