Lines Matching refs:model

105      * Gets the supported operations in a model.
107      * getSupportedOperations indicates which operations of a model are fully
111      * @param model A model whose operations--and their corresponding operands--
117      *     - INVALID_ARGUMENT if provided model is invalid
123     getSupportedOperations_1_2(Model model)
129      * There are two types of cache file descriptors provided to the driver: model cache
136      * The model cache is for caching security-sensitive data such as compiled
138      * to the model cache may affect the driver's execution behavior, and a malicious
140      * the driver must always check whether the model cache is corrupted before
141      * preparing the model from cache.
144      * implementation needs to cache a single prepared model. Returning 0 for both types
157      * @return numModelCache An unsigned integer indicating how many files for model cache
158      *                       the driver needs to cache a single prepared model. It must
161      *                      the driver needs to cache a single prepared model. It must
168      * Asynchronously creates a prepared model for execution and optionally saves it
172      * representations to a model for execution, possibly including
173      * transformations on the constant data, optimization on the model's graph,
174      * or compilation into the device's native binary format. The model itself
178      * the prepared model to cache files for faster model compilation time
179      * when the same model preparation is requested in the future. There are
180      * two types of cache file handles provided to the driver: model cache
191      * The model is prepared asynchronously with respect to the caller. The
193      * related to preparing the model (as opposed to saving the prepared model to
197      * prepareModel function that are related to preparing the model are valid and
199      * to prepare the model in the background, and immediately return from
205      * When the asynchronous task has finished preparing the model, it must
207      * prepareModel. If the model was prepared successfully, the callback object
209      * produced IPreparedModel object. If an error occurred preparing the model,
213      * Optionally, the driver may save the prepared model to cache during the
215      * not affect the status of preparing the model. Even if the input arguments
217      * the prepareModel function must finish preparing the model. The driver
221      * The only information that may be unknown to the model at this stage is
224      * the prepared model may only be finished when it is paired with a set of
225      * inputs to the model. Note that the same prepared model object may be
229      * Multiple threads may call prepareModel on the same model concurrently.
231      * @param model The model to be prepared for execution.
233      *     model.
247      *     identifying the prepared model. The same token will be provided when retrieving
248      *     the prepared model from the cache files with prepareModelFromCache.
255      *     preparing the model for execution and the prepared model if
257      *     must be called exactly once, even if the model could not be prepared.
258      * @return status Error status of launching a task which prepares the model
264      *       model is invalid
266     prepareModel_1_2(Model model, ExecutionPreference preference,
273      * Creates a prepared model from cache files for execution.
275      * prepareModelFromCache is used to retrieve a prepared model directly from
276      * cache files to avoid slow model compilation time. There are
277      * two types of cache file handles provided to the driver: model cache
288      * The model is prepared asynchronously with respect to the caller. The
298      * asynchronous task to prepare the model in the background, and immediately return
304      * When the asynchronous task has finished preparing the model, it must
306      * prepareModelFromCache. If the model was prepared successfully, the
309      * the model, the callback object must be invoked with the appropriate
312      * The only information that may be unknown to the model at this stage is
315      * the prepared model may only be finished when it is paired with a set of
316      * inputs to the model. Note that the same prepared model object may be
329      *     identifying the prepared model. It is the same token provided when saving
335      *     preparing the model for execution and the prepared model if
337      *     must be called exactly once, even if the model could not be prepared.
338      * @return status Error status of launching a task which prepares the model