Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
32 changes: 16 additions & 16 deletions src/tir/schedule/primitive/reduction.cc
Original file line number Diff line number Diff line change
Expand Up @@ -64,6 +64,21 @@ class DecomposeReductionBlockReplacer : public StmtMutator {
ObjectPtr<BlockNode> p_new_block = CopyOnWrite(block);
p_new_block->name_hint = p_new_block->name_hint + "_update";
p_new_block->init = NullOpt;
// Add write regions back to read regions in update block.
Array<BufferRegion> new_reads;
std::unordered_set<const BufferNode*> read_bufs;
for (const BufferRegion& read_access : block->reads) {
read_bufs.insert(read_access->buffer.get());
}
for (const BufferRegion& write_access : block->writes) {
if (read_bufs.find(write_access->buffer.get()) == read_bufs.end()) {
new_reads.push_back(write_access);
}
}
for (const BufferRegion& read_access : block->reads) {
new_reads.push_back(read_access);
}
p_new_block->reads = new_reads;
new_reduction_block_ = Block(p_new_block);
return new_reduction_block_;
} else {
Expand Down Expand Up @@ -284,22 +299,7 @@ StmtSRef DecomposeReduction(ScheduleState self, const StmtSRef& block_sref,
/*body=*/body);
}
body = Substitute(body, loop_var_map);
// Step 6. Add write regions back to read regions in update block.
Array<BufferRegion> new_reads;
std::unordered_set<const BufferNode*> read_bufs;
for (const BufferRegion& read_access : block->reads) {
read_bufs.insert(read_access->buffer.get());
}
for (const BufferRegion& write_access : block->writes) {
if (read_bufs.find(write_access->buffer.get()) == read_bufs.end()) {
new_reads.push_back(write_access);
}
}
for (const BufferRegion& read_access : block->reads) {
new_reads.push_back(read_access);
}
(const_cast<BlockNode*>(block))->reads = std::move(new_reads);
// Step 7. Mutate IR
// Step 6. Mutate IR
const BlockNode* old_scope_root = TVM_SREF_TO_BLOCK(old_scope_root, scope_root_sref);
Block new_scope_root{nullptr};
Block new_reduction_block{nullptr};
Expand Down
12 changes: 12 additions & 0 deletions tests/python/unittest/test_tir_schedule_reduction.py
Original file line number Diff line number Diff line change
Expand Up @@ -282,5 +282,17 @@ def test_reduction_decompose_with_different_for_kind():
verify_trace_roundtrip(s, mod=colsum_with_vectorization)


def test_decompose_reduction_ref_hash_check():
mod = tvm.IRModule.from_expr(matmul)
mod_bak = mod
hash_before = tvm.ir.structural_hash(mod_bak)
s = tir.Schedule(mod["main"], debug_mask="all")
C = s.get_block("update")
i, j, k = s.get_loops(C)
s.decompose_reduction(C, k)
hash_after = tvm.ir.structural_hash(mod_bak)
assert hash_before == hash_after


if __name__ == "__main__":
sys.exit(pytest.main([__file__] + sys.argv[1:]))