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[Fix] Add ConstantNode to IsAtomic (apache#5457)
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* add constantnode to atomic

* Add ToANormalForm to FoldConstant
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zhiics committed Jun 17, 2020
1 parent baabee5 commit e0a20a2
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1 change: 1 addition & 0 deletions src/relay/pass/fold_constant.cc
Original file line number Diff line number Diff line change
Expand Up @@ -184,6 +184,7 @@ class ConstantFolder : public ExprMutator {
// Constant evaluate a expression.
Expr ConstEvaluate(Expr expr) {
std::vector<transform::Pass> passes = {transform::FuseOps(0),
transform::ToANormalForm(),
transform::InferType()};
Function func;
if (expr.as<FunctionNode>()) {
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19 changes: 19 additions & 0 deletions tests/python/relay/test_pass_fold_constant.py
Original file line number Diff line number Diff line change
Expand Up @@ -29,6 +29,25 @@ def run_opt_pass(expr, opt_pass):
return entry if isinstance(expr, relay.Function) else entry.body


def test_concatenate_const():
def before():
data = tvm.nd.array(np.array([1.0, 2.0, 3.0]))
const = relay.const(data)
concat = relay.op.concatenate([const, const], axis=0)
func = relay.Function([], concat)
return func

def expected():
data = tvm.nd.array(np.array([1.0, 2.0, 3.0, 1.0, 2.0, 3.0]))
const = relay.const(data)
func = relay.Function([], const)
return func

zz = run_opt_pass(before(), transform.FoldConstant())
zexpected = run_opt_pass(expected(), transform.InferType())
assert tvm.ir.structural_equal(zz, zexpected)


def test_fold_const():
c_data = np.array([1, 2, 3]).astype("float32")
t = relay.TensorType([1, 2, 3], "float32")
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