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28 changes: 26 additions & 2 deletions src/relay/transforms/eliminate_common_subexpr.cc
Original file line number Diff line number Diff line change
Expand Up @@ -65,8 +65,7 @@ class CommonSubexprEliminator : public MixedModeMutator {
continue;
}
for (size_t i = 0; i < new_call->args.size(); i++) {
if (!new_call->args[i].same_as(candidate->args[i]) &&
!IsEqualScalar(new_call->args[i], candidate->args[i])) {
if (!IsEquivalent(new_call->args[i], candidate->args[i])) {
is_equivalent = false;
break;
}
Expand Down Expand Up @@ -105,6 +104,31 @@ class CommonSubexprEliminator : public MixedModeMutator {

std::unordered_map<Expr, std::vector<Expr>, ObjectPtrHash, ObjectPtrEqual> expr_map_;
runtime::TypedPackedFunc<bool(Expr)> fskip_;

private:
bool IsEquivalent(const Expr& arg, const Expr& candidate_arg) {
if (arg->IsInstance<TupleNode>() && candidate_arg->IsInstance<TupleNode>()) {
const TupleNode* arg_node = arg.as<TupleNode>();
const TupleNode* candidate_arg_node = candidate_arg.as<TupleNode>();

if (arg_node->fields.size() != candidate_arg_node->fields.size()) {
return false;
}

for (size_t i = 0; i < arg_node->fields.size(); i++) {
if (!arg_node->fields[i].same_as(candidate_arg_node->fields[i]) &&
!IsEqualScalar(arg_node->fields[i], candidate_arg_node->fields[i])) {
return false;
}
}
} else {
if (!arg.same_as(candidate_arg) && !IsEqualScalar(arg, candidate_arg)) {
return false;
}
}

return true;
}
};

Expr EliminateCommonSubexpr(const Expr& expr, PackedFunc callback) {
Expand Down
33 changes: 31 additions & 2 deletions tests/python/relay/test_pass_eliminate_common_subexpr.py
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,7 @@
# specific language governing permissions and limitations
# under the License.
"""Test eliminate common subexpr pass"""
import numpy as np
import tvm
from tvm import te

Expand Down Expand Up @@ -116,6 +117,34 @@ def expected():
assert tvm.ir.structural_equal(z, expected())


def test_tuple_arg():
def before():
x = relay.var("x", shape=(1, 16))
y1 = relay.nn.relu(x)
y2 = relay.nn.relu(x)
y1 = relay.add(y1, relay.const(1.0, "float32"))
y2 = relay.add(y2, relay.const(1.0, "float32"))
c0 = relay.const(np.ones((1, 16)), "float32")
y1 = relay.concatenate([y1, c0], axis=0)
y2 = relay.concatenate([y2, c0], axis=0)
y = relay.add(y1, y2)
f = relay.Function([x], y)
return f

def expected():
x = relay.var("x", shape=(1, 16))
y = relay.nn.relu(x)
y = relay.add(y, relay.const(1.0, "float32"))
c0 = relay.const(np.ones((1, 16)), "float32")
y = relay.concatenate([y, c0], axis=0)
y = relay.add(y, y)
f = relay.Function([x], y)
return run_opt_pass(f, transform.InferType())

z = before()
z = run_opt_pass(z, transform.EliminateCommonSubexpr())
assert tvm.ir.structural_equal(z, expected())


if __name__ == "__main__":
test_simple()
test_callback()
tvm.testing.main()