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def test(name, input0, input1, input2, output0, input0_data, input1_data, input2_data, output_data):
model = Model().Operation("SELECT_V2_EX", input0, input1, input2).To(output0)
example = Example({
input0: input0_data,
input1: input1_data,
input2: input2_data,
output0: output_data,
}, model=model, name=name)
test(
name="float",
input0=Input("input0", "TENSOR_BOOL8", "{1, 1, 1, 4}"),
input1=Input("input1", "TENSOR_FLOAT32", "{1, 1, 1, 4}"),
input2=Input("input2", "TENSOR_FLOAT32", "{1, 1, 1, 4}"),
output0=Output("output0", "TENSOR_FLOAT32", "{1, 1, 1, 4}"),
input0_data=[True, False, True, False],
input1_data=[1, 2, 3, 4],
input2_data=[5, 6, 7, 8],
output_data=[1, 6, 3, 8],
)
test(
name="broadcast_1d_single_value",
input0=Input("input0", "TENSOR_BOOL8", "{1}"),
input1=Input("input1", "TENSOR_FLOAT32", "{1, 2, 2, 1}"),
input2=Input("input2", "TENSOR_FLOAT32", "{1, 2, 2, 1}"),
output0=Output("output0", "TENSOR_FLOAT32", "{1, 2, 2,1 }"),
input0_data=[False],
input1_data=[1, 2, 3, 4],
input2_data=[5, 6, 7, 8],
output_data=[5, 6, 7, 8],
)
test(
name="broadcast_less_4d",
input0=Input("input0", "TENSOR_BOOL8", "{1, 2}"),
input1=Input("input1", "TENSOR_FLOAT32", "{1, 2, 2}"),
input2=Input("input2", "TENSOR_FLOAT32", "{1, 2, 2}"),
output0=Output("output0", "TENSOR_FLOAT32", "{1, 2, 2}"),
input0_data=[False, True],
input1_data=[1, 2, 3, 4],
input2_data=[5, 6, 7, 8],
output_data=[5, 2, 7, 4],
)
test(
name="broadcast_2d_one",
input0=Input("input0", "TENSOR_BOOL8", "{1, 1}"),
input1=Input("input1", "TENSOR_FLOAT32", "{1, 1, 2, 2}"),
input2=Input("input2", "TENSOR_FLOAT32", "{1, 1, 2, 2}"),
output0=Output("output0", "TENSOR_FLOAT32", "{1, 1, 2, 2}"),
input0_data=[False],
input1_data=[1, 2, 3, 4],
input2_data=[5, 6, 7, 8],
output_data=[5, 6, 7, 8],
)
test(
name="broadcast_2d_two",
input0=Input("input0", "TENSOR_BOOL8", "{1, 2}"),
input1=Input("input1", "TENSOR_FLOAT32", "{1, 2, 2}"),
input2=Input("input2", "TENSOR_FLOAT32", "{1, 2, 1}"),
output0=Output("output0", "TENSOR_FLOAT32", "{1, 2, 2}"),
input0_data=[False, True],
input1_data=[1, 2, 3, 4],
input2_data=[5, 6], # 5 5 6 6
output_data=[5, 2, 6, 4],
)
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