LudovicoYIN commented on code in PR #18878:
URL: https://github.com/apache/tvm/pull/18878#discussion_r2893473972
##########
tests/python/relax/test_frontend_onnx.py:
##########
@@ -2700,6 +2700,30 @@ def verify_tile(in_shape, repeats, out_shape):
verify_tile(x.shape, repeats, z_array.shape)
[email protected]("dynamic_input", [True, False])
+def test_tile_dynamic_repeats(dynamic_input):
+ x = np.random.rand(2, 3).astype(np.float32)
+ repeats = np.array([2, 2], dtype=np.int64)
+ out_shape = np.tile(x, repeats).shape
+
+ input_shape = ["?", "?"] if dynamic_input else list(x.shape)
+ output_shape = ["?" for _ in out_shape] if dynamic_input else
list(out_shape)
+
+ node = helper.make_node("Tile", inputs=["input", "repeats"],
outputs=["out"])
+ graph = helper.make_graph(
+ [node],
+ "tile_dynamic_repeats_test",
+ inputs=[
+ helper.make_tensor_value_info("input", TensorProto.FLOAT,
input_shape),
+ helper.make_tensor_value_info("repeats", TensorProto.INT64,
[len(repeats)]),
+ ],
+ outputs=[helper.make_tensor_value_info("out", TensorProto.FLOAT,
output_shape)],
+ )
+ model = helper.make_model(graph, producer_name="tile_dynamic_repeats_test")
+
+ check_correctness(model, inputs={"input": x, "repeats": repeats}, opset=13)
Review Comment:
I expanded the test coverage for dynamic Tile repeats.
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