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// Copyright 2017 The TensorFlow Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
// =============================================================================
#include "tensorflow/core/framework/node_def_builder.h"
#include "tensorflow/core/framework/op.h"
#include "tensorflow/core/framework/shape_inference_testutil.h"
#include "tensorflow/core/framework/tensor.h"
#include "tensorflow/core/framework/tensor_testutil.h"
#include "tensorflow/core/lib/core/status_test_util.h"
#include "tensorflow/core/platform/test.h"
namespace tensorflow {
TEST(ModelOpsTest, CreateTreeVariable_ShapeFn) {
ShapeInferenceTestOp op("CreateTreeVariable");
INFER_OK(op, "[1];[1]", "");
}
TEST(ModelOpsTest, TreeSerialize_ShapeFn) {
ShapeInferenceTestOp op("TreeSerialize");
INFER_OK(op, "[1]", "[]");
}
TEST(ModelOpsTest, TreeDeserialize_ShapeFn) {
ShapeInferenceTestOp op("TreeDeserialize");
INFER_OK(op, "[1];[1]", "");
}
TEST(ModelOpsTest, TreeSize_ShapeFn) {
ShapeInferenceTestOp op("TreeSize");
INFER_OK(op, "[1]", "[]");
}
TEST(ModelOpsTest, TreePredictionsV4_ShapeFn) {
ShapeInferenceTestOp op("TreePredictionsV4");
TF_ASSERT_OK(NodeDefBuilder("test", "TreePredictionsV4")
.Input("a", 0, DT_RESOURCE)
.Input("b", 1, DT_FLOAT)
.Input("c", 2, DT_INT64)
.Input("d", 3, DT_FLOAT)
.Input("e", 5, DT_INT64)
.Attr("input_spec", "")
.Attr("params", "")
.Finalize(&op.node_def));
// num_points = 2, sparse shape not known
INFER_OK(op, "?;[2,3];?;?;?", "[d1_0,?]");
// num_points = 2, sparse and dense shape rank known and > 1
INFER_OK(op, "?;[2,3];?;?;[10,11]", "[d1_0,?]");
// num_points = 2, sparse shape rank known and > 1
INFER_OK(op, "?;?;?;?;[10,11]", "[?,?]");
}
TEST(ModelOpsTest, FeatureUsageCounts_ShapeFn) {
ShapeInferenceTestOp op("FeatureUsageCounts");
INFER_OK(op, "[1]", "[?]");
}
} // namespace tensorflow
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