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Diffstat (limited to 'tensorflow/core/framework/attr_value_util.h')
-rw-r--r-- | tensorflow/core/framework/attr_value_util.h | 83 |
1 files changed, 83 insertions, 0 deletions
diff --git a/tensorflow/core/framework/attr_value_util.h b/tensorflow/core/framework/attr_value_util.h new file mode 100644 index 0000000000..1faf74a327 --- /dev/null +++ b/tensorflow/core/framework/attr_value_util.h @@ -0,0 +1,83 @@ +#ifndef TENSORFLOW_FRAMEWORK_ATTR_VALUE_UTIL_H_ +#define TENSORFLOW_FRAMEWORK_ATTR_VALUE_UTIL_H_ + +#include <string> +#include "tensorflow/core/framework/attr_value.pb.h" +#include "tensorflow/core/framework/types.h" +#include "tensorflow/core/public/tensor.h" +#include "tensorflow/core/public/tensor_shape.h" +#include "tensorflow/core/public/status.h" +#include "tensorflow/core/lib/core/stringpiece.h" +#include "tensorflow/core/lib/gtl/array_slice.h" + +namespace tensorflow { + +// A human-readable rendering of attr_value, that is more concise than a +// text-format proto. +string SummarizeAttrValue(const AttrValue& attr_value); + +// Generates an error if attr_value doesn't have the indicated attr type. +Status AttrValueHasType(const AttrValue& attr_value, StringPiece type); + +// Converts a text proto value from "text" into the the field of *out +// indicated by "type" (e.g. from the type field of an AttrDef). +// Examples: +// * If type:"int" and text:"-14", then *out is set to "i: -14" +// * If type:"list(string)" and text:"['foo', 'bar']", +// then *out is set to "list { s: ['foo', 'bar'] }" +// Returns true on success. +bool ParseAttrValue(StringPiece type, StringPiece text, AttrValue* out); + +// Sets *out based on the type of value. +void SetAttrValue(const string& value, AttrValue* out); +void SetAttrValue(const char* value, AttrValue* out); +void SetAttrValue(StringPiece value, AttrValue* out); +void SetAttrValue(int64 value, AttrValue* out); +void SetAttrValue(int32 value, AttrValue* out); +void SetAttrValue(float value, AttrValue* out); +void SetAttrValue(double value, AttrValue* out); +void SetAttrValue(bool value, AttrValue* out); +void SetAttrValue(DataType value, AttrValue* out); +void SetAttrValue(const TensorShape& value, AttrValue* out); +void SetAttrValue(const Tensor& value, AttrValue* out); +void SetAttrValue(const TensorProto& value, AttrValue* out); +void SetAttrValue(const NameAttrList& value, AttrValue* out); + +void SetAttrValue(gtl::ArraySlice<string> value, AttrValue* out); +void SetAttrValue(gtl::ArraySlice<const char*> value, AttrValue* out); +void SetAttrValue(gtl::ArraySlice<int64> value, AttrValue* out); +void SetAttrValue(gtl::ArraySlice<int32> value, AttrValue* out); +void SetAttrValue(gtl::ArraySlice<float> value, AttrValue* out); +void SetAttrValue(gtl::ArraySlice<double> value, AttrValue* out); +void SetAttrValue(gtl::ArraySlice<bool> value, AttrValue* out); +void SetAttrValue(const std::vector<bool>& value, AttrValue* out); +void SetAttrValue(std::initializer_list<bool> value, AttrValue* out); +void SetAttrValue(DataTypeSlice value, AttrValue* out); +void SetAttrValue(gtl::ArraySlice<TensorShape> value, AttrValue* out); +void SetAttrValue(gtl::ArraySlice<Tensor> value, AttrValue* out); +void SetAttrValue(gtl::ArraySlice<TensorProto> value, AttrValue* out); + +inline void SetAttrValue(const AttrValue& value, AttrValue* out) { + *out = value; +} + +// Returns true if a and b have the same value. +// NOTE: May return false negatives for tensor values. +bool AreAttrValuesEqual(const AttrValue& a, const AttrValue& b); + +// Returns true if "val" has a placeholder. +bool HasPlaceHolder(const AttrValue& val); + +// SubstitutePlaceholders recursively replaces placeholders in 'value' +// with an attr value by calling SubstituteFunc. Returns true iff all +// placeholders in "value" are replaced with a value. +// +// SubstituteFunc is given a placeholder string. If the placeholder is +// unknown, SubstituteFunc returns false. Otherwise, overwrites the +// attr value and returns true. +typedef std::function<bool(const string&, AttrValue*)> SubstituteFunc; +bool SubstitutePlaceholders(SubstituteFunc substitute, AttrValue* value); + +} // namespace tensorflow + +#endif // TENSORFLOW_FRAMEWORK_ATTR_VALUE_UTIL_H_ |