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/* Copyright 2015 Google Inc. 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/cc/ops/const_op.h"
#include "tensorflow/core/framework/types.h"
#include "tensorflow/core/graph/node_builder.h"
#include "tensorflow/core/lib/core/errors.h"
namespace tensorflow {
namespace ops {
namespace {
const string& OpName() {
static const string kOpName = "Const";
return kOpName;
}
} // namespace
#define DEFINE_CONST_SCALAR(TYPE) \
Node* Const(TYPE s, const GraphDefBuilder::Options& options) { \
return Const(gtl::ArraySlice<TYPE>(&s, 1), TensorShape({}), options); \
}
#define DEFINE_CONST_VECTOR(TYPE) \
Node* Const(gtl::ArraySlice<TYPE> v, \
const GraphDefBuilder::Options& options) { \
return Const(v, TensorShape({static_cast<int64>(v.size())}), options); \
}
#define DEFINE_CONST_TENSOR(TYPE, ...) \
Node* Const(gtl::ArraySlice<TYPE> t, const TensorShape& shape, \
const GraphDefBuilder::Options& options) { \
if (options.HaveError()) return nullptr; \
NodeBuilder node_builder(options.GetNameForOp(OpName()), OpName(), \
options.op_registry()); \
const DataType dt = DataTypeToEnum<TYPE>::v(); \
if (t.size() == 1) { \
TensorProto proto; \
proto.set_dtype(dt); \
shape.AsProto(proto.mutable_tensor_shape()); \
__VA_ARGS__; \
node_builder.Attr("dtype", dt).Attr("value", proto); \
} else { \
Tensor tensor(dt, shape); \
if (tensor.NumElements() != static_cast<int64>(t.size())) { \
options.UpdateStatus(errors::InvalidArgument( \
t.size(), " values provided to Const() != ", tensor.NumElements(), \
" elements for shape ", shape.ShortDebugString())); \
} else { \
std::copy_n(t.data(), t.size(), tensor.flat<TYPE>().data()); \
node_builder.Attr("dtype", dt).Attr("value", tensor); \
} \
} \
return options.FinalizeBuilder(&node_builder); \
}
#define DEFINE_CONST_IMPL(TYPE, ...) \
DEFINE_CONST_SCALAR(TYPE) \
DEFINE_CONST_VECTOR(TYPE) \
DEFINE_CONST_TENSOR(TYPE, __VA_ARGS__)
#define DEFINE_CONST(TYPE, FIELD) \
DEFINE_CONST_IMPL(TYPE, proto.add_##FIELD(*t.begin());)
DEFINE_CONST(float, float_val);
DEFINE_CONST(double, double_val);
DEFINE_CONST(int32, int_val);
DEFINE_CONST(uint8, int_val);
DEFINE_CONST(int16, int_val);
DEFINE_CONST(int8, int_val);
DEFINE_CONST(int64, int64_val);
DEFINE_CONST(bool, bool_val);
DEFINE_CONST_IMPL(complex64, proto.add_scomplex_val(t.begin()->real());
proto.add_scomplex_val(t.begin()->imag()););
Node* Const(StringPiece s, const GraphDefBuilder::Options& options) {
if (options.HaveError()) return nullptr;
NodeBuilder node_builder(options.GetNameForOp(OpName()), OpName(),
options.op_registry());
TensorProto proto;
proto.set_dtype(DT_STRING);
TensorShape({}).AsProto(proto.mutable_tensor_shape());
proto.add_string_val(s.data(), s.size());
node_builder.Attr("dtype", DT_STRING).Attr("value", proto);
return options.FinalizeBuilder(&node_builder);
}
DEFINE_CONST_VECTOR(string)
DEFINE_CONST_TENSOR(string, proto.add_string_val(*t.begin());)
#undef DEFINE_CONST
#undef DEFINE_CONST_IMPL
#undef DEFINE_CONST_TENSOR
#undef DEFINE_CONST_VECTOR
#undef DEFINE_CONST_SCALAR
Node* Const(const Tensor& t, const GraphDefBuilder::Options& options) {
if (options.HaveError()) return nullptr;
NodeBuilder node_builder(options.GetNameForOp(OpName()), OpName(),
options.op_registry());
node_builder.Attr("dtype", t.dtype()).Attr("value", t);
return options.FinalizeBuilder(&node_builder);
}
Node* Const(const TensorProto& proto, const GraphDefBuilder::Options& options) {
if (options.HaveError()) return nullptr;
NodeBuilder node_builder(options.GetNameForOp(OpName()), OpName(),
options.op_registry());
node_builder.Attr("dtype", proto.dtype()).Attr("value", proto);
return options.FinalizeBuilder(&node_builder);
}
} // namespace ops
} // namespace tensorflow
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