diff options
Diffstat (limited to 'config-model/src/test/cfg/application/onnx_probe/files/create_dynamic_model.py')
| -rwxr-xr-x | config-model/src/test/cfg/application/onnx_probe/files/create_dynamic_model.py | 19 |
1 files changed, 19 insertions, 0 deletions
diff --git a/config-model/src/test/cfg/application/onnx_probe/files/create_dynamic_model.py b/config-model/src/test/cfg/application/onnx_probe/files/create_dynamic_model.py new file mode 100755 index 00000000000..b493e394ee4 --- /dev/null +++ b/config-model/src/test/cfg/application/onnx_probe/files/create_dynamic_model.py @@ -0,0 +1,19 @@ +# Copyright Yahoo. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. + +import onnx +import numpy as np +from onnx import helper, TensorProto + +INPUT_1 = helper.make_tensor_value_info('input1', TensorProto.FLOAT, ["batch", 2]) +INPUT_2 = helper.make_tensor_value_info('input2', TensorProto.FLOAT, ["batch", 2]) +OUTPUT = helper.make_tensor_value_info('out', TensorProto.FLOAT, ["batch", "dim1", "dim2"]) + +SHAPE = helper.make_tensor('shape', TensorProto.INT64, dims=[3], vals=np.array([1,2,2]).astype(np.int64)) + +nodes = [ + helper.make_node('Concat', ['input1', 'input2'], ['concat'], axis=1), + helper.make_node('Reshape', ['concat', 'shape'], ['out']), +] +graph_def = helper.make_graph(nodes, 'simple_scoring', [INPUT_1, INPUT_2], [OUTPUT], [SHAPE]) +model_def = helper.make_model(graph_def, producer_name='create_dynamic_model.py', opset_imports=[onnx.OperatorSetIdProto(version=12)]) +onnx.save(model_def, 'dynamic_model_2.onnx') |