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AI-TensorFlow-Libtensorflow

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lib/AI/TensorFlow/Libtensorflow/Manual/CAPI.pod view on Meta::CPAN

                                            TF_Status* s);

=head2 TF_TensorSpecDataType

=over 2

  Returns the dtype associated with the TensorSpec.

=back

  /* From <tensorflow/c/experimental/saved_model/public/tensor_spec.h> */
  TF_CAPI_EXPORT extern TF_DataType TF_TensorSpecDataType(
      const TF_TensorSpec* spec);

=head2 TF_TensorSpecShape

=over 2

  Returns the shape associated with the TensorSpec. The returned Shape is not
  owned by the caller. Caller must not call TF_DeleteShape on the returned
  shape.

=back

  /* From <tensorflow/c/experimental/saved_model/public/tensor_spec.h> */
  TF_CAPI_EXPORT extern const TF_Shape* TF_TensorSpecShape(
      const TF_TensorSpec* spec);

=head2 TF_InitPlugin

=over 2

  /// Initializes a TensorFlow plugin.
  ///
  /// Must be implemented by the plugin DSO. It is called by TensorFlow runtime.

lib/AI/TensorFlow/Libtensorflow/Manual/CAPI.pod view on Meta::CPAN

   dirname - A directory filepath that the SavedModel is at.
   ctx - A TFE_Context containing optional load/TF runtime options.
         `ctx` must outlive the returned TF_SavedModel pointer.
   status - Set to OK on success and an appropriate error on failure.
  Returns:
   If status is not OK, returns nullptr. Otherwise, returns a newly created
   TF_SavedModel instance. It must be deleted by calling TF_DeleteSavedModel.

=back

  /* From <tensorflow/c/experimental/saved_model/public/saved_model_api.h> */
  TF_CAPI_EXPORT extern TF_SavedModel* TF_LoadSavedModel(const char* dirname,
                                                         TFE_Context* ctx,
                                                         TF_Status* status);

=head2 TF_LoadSavedModelWithTags

=over 2

  Load a SavedModel from `dirname`.

lib/AI/TensorFlow/Libtensorflow/Manual/CAPI.pod view on Meta::CPAN

   tags - char* array of SavedModel tags. We will load the metagraph matching
          the tags.
   tags_len - number of elements in the `tags` array.
   status - Set to OK on success and an appropriate error on failure.
  Returns:
   If status is not OK, returns nullptr. Otherwise, returns a newly created
   TF_SavedModel instance. It must be deleted by calling TF_DeleteSavedModel.

=back

  /* From <tensorflow/c/experimental/saved_model/public/saved_model_api.h> */
  TF_CAPI_EXPORT extern TF_SavedModel* TF_LoadSavedModelWithTags(
      const char* dirname, TFE_Context* ctx, const char* const* tags,
      int tags_len, TF_Status* status);

=head2 TF_DeleteSavedModel

=over 2

  Deletes a TF_SavedModel, and frees any resources owned by it.

=back

  /* From <tensorflow/c/experimental/saved_model/public/saved_model_api.h> */
  TF_CAPI_EXPORT extern void TF_DeleteSavedModel(TF_SavedModel* model);

=head2 TF_GetSavedModelConcreteFunction

=over 2

  Retrieve a function from the TF2 SavedModel via function path.
  
  Params:
   model - The TF2 SavedModel to load a function from.

lib/AI/TensorFlow/Libtensorflow/Manual/CAPI.pod view on Meta::CPAN

                   python tf.module before moving this out of experimental.
   status - Set to OK on success and an appropriate error on failure.
  Returns:
   If status is not OK, returns nullptr. Otherwise, returns a
   TF_ConcreteFunction instance. The lifetime of this instance is
   "conceptually" bound to `model`. Once `model` is deleted, all
   `TF_ConcreteFunctions` retrieved from it are invalid, and have been deleted.

=back

  /* From <tensorflow/c/experimental/saved_model/public/saved_model_api.h> */
  TF_CAPI_EXPORT extern TF_ConcreteFunction* TF_GetSavedModelConcreteFunction(
      TF_SavedModel* model, const char* function_path, TF_Status* status);

=head2 TF_GetSavedModelSignatureDefFunction

=over 2

  Retrieve a function from the TF SavedModel via a SignatureDef key.
  
  Params:

lib/AI/TensorFlow/Libtensorflow/Manual/CAPI.pod view on Meta::CPAN

                       https://github.com/tensorflow/tensorflow/blob/69b08900b1e991d84bce31f3b404f5ed768f339f/tensorflow/core/protobuf/meta_graph.proto#L89
   status - Set to OK on success and an appropriate error on failure.
  Returns:
   If status is not OK, returns nullptr. Otherwise, returns a
   TF_SignatureDefFunction instance. Once `model` is deleted, all
   `TF_SignatureDefFunctions` retrieved from it are invalid, and have been
   deleted.

=back

  /* From <tensorflow/c/experimental/saved_model/public/saved_model_api.h> */
  TF_CAPI_EXPORT extern TF_SignatureDefFunction*
  TF_GetSavedModelSignatureDefFunction(TF_SavedModel* model,
                                       const char* signature_def_key,
                                       TF_Status* status);

=head2 TF_ConcreteFunctionGetMetadata

=over 2

  Returns FunctionMetadata associated with `func`. Metadata's lifetime is
  bound to `func`, which is bound to the TF_SavedModel it was loaded from.

=back

  /* From <tensorflow/c/experimental/saved_model/public/concrete_function.h> */
  TF_CAPI_EXPORT extern TF_FunctionMetadata* TF_ConcreteFunctionGetMetadata(
      TF_ConcreteFunction* func);

=head2 TF_ConcreteFunctionMakeCallOp

=over 2

  Returns a TFE_Op suitable for executing this function. Caller must provide
  all function inputs in `inputs`, and must not add any additional inputs on
  the returned op. (i.e. don't call TFE_OpAddInput or TFE_OpAddInputList).

lib/AI/TensorFlow/Libtensorflow/Manual/CAPI.pod view on Meta::CPAN

  TODO(bmzhao): Remove this function in a subsequent change; Design + implement
  a Function Execution interface for ConcreteFunction that accepts a tagged
  union of types (tensorflow::Value). This effectively requires moving much of
  the implementation of function.py/def_function.py to C++, and exposing a
  high-level API here. A strawman for what this interface could look like:
  TF_Value* TF_ExecuteFunction(TFE_Context*, TF_ConcreteFunction*, TF_Value*
  inputs, int num_inputs, TF_Status* status);

=back

  /* From <tensorflow/c/experimental/saved_model/public/concrete_function.h> */
  TF_CAPI_EXPORT extern TFE_Op* TF_ConcreteFunctionMakeCallOp(
      TF_ConcreteFunction* func, TFE_TensorHandle** inputs, int num_inputs,
      TF_Status* status);

=head2 TF_SignatureDefParamName

=over 2

  Returns the name of the given parameter. The caller is not responsible for
  freeing the returned char*.

=back

  /* From <tensorflow/c/experimental/saved_model/public/signature_def_param.h> */
  TF_CAPI_EXPORT extern const char* TF_SignatureDefParamName(
      const TF_SignatureDefParam* param);

=head2 TF_SignatureDefParamTensorSpec

=over 2

  Returns the TensorSpec associated with the given parameter. The caller is
  not reponsible for freeing the returned TF_TensorSpec*.

=back

  /* From <tensorflow/c/experimental/saved_model/public/signature_def_param.h> */
  TF_CAPI_EXPORT extern const TF_TensorSpec* TF_SignatureDefParamTensorSpec(
      const TF_SignatureDefParam* param);

=head2 TF_SignatureDefFunctionGetMetadata

=over 2

  Returns FunctionMetadata associated with `func`. Metadata's lifetime is
  bound to `func`, which is bound to the TF_SavedModel it was loaded from.

=back

  /* From <tensorflow/c/experimental/saved_model/public/signature_def_function.h> */
  TF_CAPI_EXPORT extern TF_SignatureDefFunctionMetadata*
  TF_SignatureDefFunctionGetMetadata(TF_SignatureDefFunction* func);

=head2 TF_SignatureDefFunctionMakeCallOp

=over 2

  Returns a TFE_Op suitable for executing this function. Caller must provide
  all function inputs in `inputs`, and must not add any additional inputs on
  the returned op. (i.e. don't call TFE_OpAddInput or TFE_OpAddInputList).
  The caller is responsible for deleting the returned TFE_Op. If op
  construction fails, `status` will be non-OK and the returned pointer will be
  null.

=back

  /* From <tensorflow/c/experimental/saved_model/public/signature_def_function.h> */
  TF_CAPI_EXPORT extern TFE_Op* TF_SignatureDefFunctionMakeCallOp(
      TF_SignatureDefFunction* func, TFE_TensorHandle** inputs, int num_inputs,
      TF_Status* status);

=head2 TF_ConcreteFunctionListSize

=over 2

  Returns the size of `list`.

=back

  /* From <tensorflow/c/experimental/saved_model/public/concrete_function_list.h> */
  TF_CAPI_EXPORT extern size_t TF_ConcreteFunctionListSize(
      TF_ConcreteFunctionList* list);

=head2 TF_ConcreteFunctionListGet

=over 2

  Returns the `i`th TF_ConcreteFunction in the list.

=back

  /* From <tensorflow/c/experimental/saved_model/public/concrete_function_list.h> */
  TF_CAPI_EXPORT extern TF_ConcreteFunction* TF_ConcreteFunctionListGet(
      TF_ConcreteFunctionList* list, int i);

=head2 TF_DeleteConcreteFunctionList

=over 2

  Deletes `list`.

=back

  /* From <tensorflow/c/experimental/saved_model/public/concrete_function_list.h> */
  TF_CAPI_EXPORT extern void TF_DeleteConcreteFunctionList(
      TF_ConcreteFunctionList* list);

=head2 TF_SignatureDefParamListSize

=over 2

  Returns the size of `list`.

=back

  /* From <tensorflow/c/experimental/saved_model/public/signature_def_param_list.h> */
  TF_CAPI_EXPORT extern size_t TF_SignatureDefParamListSize(
      const TF_SignatureDefParamList* list);

=head2 TF_SignatureDefParamListGet

=over 2

  Returns the `i`th TF_SignatureDefParam in the list.

=back

  /* From <tensorflow/c/experimental/saved_model/public/signature_def_param_list.h> */
  TF_CAPI_EXPORT extern const TF_SignatureDefParam* TF_SignatureDefParamListGet(
      const TF_SignatureDefParamList* list, int i);

=head2 TF_SignatureDefFunctionMetadataArgs

=over 2

  Retrieves the arguments of the SignatureDefFunction. The caller is not
  responsible for freeing the returned pointer.

=back

  /* From <tensorflow/c/experimental/saved_model/public/signature_def_function_metadata.h> */
  TF_CAPI_EXPORT extern const TF_SignatureDefParamList*
  TF_SignatureDefFunctionMetadataArgs(
      const TF_SignatureDefFunctionMetadata* list);

=head2 TF_SignatureDefFunctionMetadataReturns

=over 2

  Retrieves the returns of the SignatureDefFunction. The caller is not
  responsible for freeing the returned pointer.

=back

  /* From <tensorflow/c/experimental/saved_model/public/signature_def_function_metadata.h> */
  TF_CAPI_EXPORT extern const TF_SignatureDefParamList*
  TF_SignatureDefFunctionMetadataReturns(
      const TF_SignatureDefFunctionMetadata* list);

=head2 TF_EnableXLACompilation

=over 2

  When `enable` is true, set
  tensorflow.ConfigProto.OptimizerOptions.global_jit_level to ON_1, and also

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