/* * This file is part of the StarPU Handbook. * Copyright (C) 2009--2011 Universit@'e de Bordeaux * Copyright (C) 2010, 2011, 2012, 2013, 2014 Centre National de la Recherche Scientifique * Copyright (C) 2011, 2012 Institut National de Recherche en Informatique et Automatique * See the file version.doxy for copying conditions. */ /*! \defgroup API_Codelet_And_Tasks Codelet And Tasks \brief This section describes the interface to manipulate codelets and tasks. \enum starpu_codelet_type \ingroup API_Codelet_And_Tasks Describes the type of parallel task. See \ref ParallelTasks for details. \var starpu_codelet_type::STARPU_SEQ \ingroup API_Codelet_And_Tasks (default) for classical sequential tasks. \var starpu_codelet_type::STARPU_SPMD \ingroup API_Codelet_And_Tasks for a parallel task whose threads are handled by StarPU, the code has to use starpu_combined_worker_get_size() and starpu_combined_worker_get_rank() to distribute the work. \var starpu_codelet_type::STARPU_FORKJOIN \ingroup API_Codelet_And_Tasks for a parallel task whose threads are started by the codelet function, which has to use starpu_combined_worker_get_size() to determine how many threads should be started. \enum starpu_task_status \ingroup API_Codelet_And_Tasks Task status \var starpu_task_status::STARPU_TASK_INVALID \ingroup API_Codelet_And_Tasks The task has just been initialized. \var starpu_task_status::STARPU_TASK_BLOCKED \ingroup API_Codelet_And_Tasks The task has just been submitted, and its dependencies has not been checked yet. \var starpu_task_status::STARPU_TASK_READY \ingroup API_Codelet_And_Tasks The task is ready for execution. \var starpu_task_status::STARPU_TASK_RUNNING \ingroup API_Codelet_And_Tasks The task is running on some worker. \var starpu_task_status::STARPU_TASK_FINISHED \ingroup API_Codelet_And_Tasks The task is finished executing. \var starpu_task_status::STARPU_TASK_BLOCKED_ON_TAG \ingroup API_Codelet_And_Tasks The task is waiting for a tag. \var starpu_task_status::STARPU_TASK_BLOCKED_ON_TASK \ingroup API_Codelet_And_Tasks The task is waiting for a task. \var starpu_task_status::STARPU_TASK_BLOCKED_ON_DATA \ingroup API_Codelet_And_Tasks The task is waiting for some data. \def STARPU_CPU \ingroup API_Codelet_And_Tasks This macro is used when setting the field starpu_codelet::where to specify the codelet may be executed on a CPU processing unit. \def STARPU_CUDA \ingroup API_Codelet_And_Tasks This macro is used when setting the field starpu_codelet::where to specify the codelet may be executed on a CUDA processing unit. \def STARPU_OPENCL \ingroup API_Codelet_And_Tasks This macro is used when setting the field starpu_codelet::where to specify the codelet may be executed on a OpenCL processing unit. \def STARPU_MIC \ingroup API_Codelet_And_Tasks This macro is used when setting the field starpu_codelet::where to specify the codelet may be executed on a MIC processing unit. \def STARPU_SCC \ingroup API_Codelet_And_Tasks This macro is used when setting the field starpu_codelet::where to specify the codelet may be executed on an SCC processing unit. \def STARPU_MAIN_RAM \ingroup API_Codelet_And_Tasks This macro is used when the RAM memory node is specified. \def STARPU_MULTIPLE_CPU_IMPLEMENTATIONS \deprecated \ingroup API_Codelet_And_Tasks Setting the field starpu_codelet::cpu_func with this macro indicates the codelet will have several implementations. The use of this macro is deprecated. One should always only define the field starpu_codelet::cpu_funcs. \def STARPU_MULTIPLE_CUDA_IMPLEMENTATIONS \deprecated \ingroup API_Codelet_And_Tasks Setting the field starpu_codelet::cuda_func with this macro indicates the codelet will have several implementations. The use of this macro is deprecated. One should always only define the field starpu_codelet::cuda_funcs. \def STARPU_MULTIPLE_OPENCL_IMPLEMENTATIONS \deprecated \ingroup API_Codelet_And_Tasks Setting the field starpu_codelet::opencl_func with this macro indicates the codelet will have several implementations. The use of this macro is deprecated. One should always only define the field starpu_codelet::opencl_funcs. \def STARPU_NMAXBUFS \ingroup API_Codelet_And_Tasks Defines the maximum number of buffers that tasks will be able to take as parameters. The default value is 8, it can be changed by using the configure option \ref enable-maxbuffers "--enable-maxbuffers". \def STARPU_VARIABLE_NBUFFERS \ingroup API_Codelet_And_Tasks Value to set in starpu_codelet::nbuffers to specify that the codelet can accept a variable number of buffers, specified in starpu_task::nbuffers. \def STARPU_CUDA_ASYNC Value to be set in starpu_codelet::cuda_flags to allow asynchronous CUDA kernel execution. \def STARPU_OPENCL_ASYNC Value to be set in starpu_codelet::opencl_flags to allow asynchronous OpenCL kernel execution. \typedef starpu_cpu_func_t \ingroup API_Codelet_And_Tasks CPU implementation of a codelet. \typedef starpu_cuda_func_t \ingroup API_Codelet_And_Tasks CUDA implementation of a codelet. \typedef starpu_opencl_func_t \ingroup API_Codelet_And_Tasks OpenCL implementation of a codelet. \typedef starpu_mic_func_t \ingroup API_Codelet_And_Tasks MIC implementation of a codelet. \typedef starpu_scc_func_t \ingroup API_Codelet_And_Tasks SCC implementation of a codelet. \typedef starpu_mic_kernel_t \ingroup API_Codelet_And_Tasks MIC kernel for a codelet \typedef *starpu_scc_kernel_t \ingroup API_Codelet_And_Tasks SCC kernel for a codelet \struct starpu_codelet The codelet structure describes a kernel that is possibly implemented on various targets. For compatibility, make sure to initialize the whole structure to zero, either by using explicit memset, or the function starpu_codelet_init(), or by letting the compiler implicitly do it in e.g. static storage case. \ingroup API_Codelet_And_Tasks \var uint32_t starpu_codelet::where Optional field to indicate which types of processing units are able to execute the codelet. The different values ::STARPU_CPU, ::STARPU_CUDA, ::STARPU_OPENCL can be combined to specify on which types of processing units the codelet can be executed. ::STARPU_CPU|::STARPU_CUDA for instance indicates that the codelet is implemented for both CPU cores and CUDA devices while ::STARPU_OPENCL indicates that it is only available on OpenCL devices. If the field is unset, its value will be automatically set based on the availability of the XXX_funcs fields defined below. \var int (*starpu_codelet::can_execute)(unsigned workerid, struct starpu_task *task, unsigned nimpl) Define a function which should return 1 if the worker designated by workerid can execute the nimplth implementation of the given task, 0 otherwise. \var enum starpu_codelet_type starpu_codelet::type Optional field to specify the type of the codelet. The default is ::STARPU_SEQ, i.e. usual sequential implementation. Other values (::STARPU_SPMD or ::STARPU_FORKJOIN declare that a parallel implementation is also available. See \ref ParallelTasks for details. \var int starpu_codelet::max_parallelism Optional field. If a parallel implementation is available, this denotes the maximum combined worker size that StarPU will use to execute parallel tasks for this codelet. \var starpu_cpu_func_t starpu_codelet::cpu_func \deprecated Optional field which has been made deprecated. One should use instead the field starpu_codelet::cpu_funcs. \var starpu_cuda_func_t starpu_codelet::cuda_func \deprecated Optional field which has been made deprecated. One should use instead the starpu_codelet::cuda_funcs field. \var starpu_opencl_func_t starpu_codelet::opencl_func \deprecated Optional field which has been made deprecated. One should use instead the starpu_codelet::opencl_funcs field. \var starpu_cpu_func_t starpu_codelet::cpu_funcs[STARPU_MAXIMPLEMENTATIONS] Optional array of function pointers to the CPU implementations of the codelet. It must be terminated by a NULL value. The functions prototype must be: \code{.c} void cpu_func(void *buffers[], void *cl_arg) \endcode The first argument being the array of data managed by the data management library, and the second argument is a pointer to the argument passed from the field starpu_task::cl_arg. If the field starpu_codelet::where is set, then the field starpu_codelet::cpu_funcs is ignored if ::STARPU_CPU does not appear in the field starpu_codelet::where, it must be non-null otherwise. \var char *starpu_codelet::cpu_funcs_name[STARPU_MAXIMPLEMENTATIONS] Optional array of strings which provide the name of the CPU functions referenced in the array starpu_codelet::cpu_funcs. This can be used when running on MIC devices or the SCC platform, for StarPU to simply look up the MIC function implementation through its name. \var starpu_cuda_func_t starpu_codelet::cuda_funcs[STARPU_MAXIMPLEMENTATIONS] Optional array of function pointers to the CUDA implementations of the codelet. It must be terminated by a NULL value. The functions must be host-functions written in the CUDA runtime API. Their prototype must be: \code{.c} void cuda_func(void *buffers[], void *cl_arg) \endcode If the field starpu_codelet::where is set, then the field starpu_codelet::cuda_funcs is ignored if ::STARPU_CUDA does not appear in the field starpu_codelet::where, it must be non-null otherwise. \var char starpu_codelet::cuda_flags[STARPU_MAXIMPLEMENTATIONS] Optional array of flags for CUDA execution. They specify some semantic details about CUDA kernel execution, such as asynchronous execution. \var starpu_opencl_func_t starpu_codelet::opencl_funcs[STARPU_MAXIMPLEMENTATIONS] Optional array of function pointers to the OpenCL implementations of the codelet. It must be terminated by a NULL value. The functions prototype must be: \code{.c} void opencl_func(void *buffers[], void *cl_arg) \endcode If the field starpu_codelet::where field is set, then the field starpu_codelet::opencl_funcs is ignored if ::STARPU_OPENCL does not appear in the field starpu_codelet::where, it must be non-null otherwise. \var char starpu_codelet::opencl_flags[STARPU_MAXIMPLEMENTATIONS] Optional array of flags for OpenCL execution. They specify some semantic details about OpenCL kernel execution, such as asynchronous execution. \var starpu_mic_func_t starpu_codelet::mic_funcs[STARPU_MAXIMPLEMENTATIONS] Optional array of function pointers to a function which returns the MIC implementation of the codelet. It must be terminated by a NULL value. The functions prototype must be: \code{.c} starpu_mic_kernel_t mic_func(struct starpu_codelet *cl, unsigned nimpl) \endcode If the field starpu_codelet::where is set, then the field starpu_codelet::mic_funcs is ignored if ::STARPU_MIC does not appear in the field starpu_codelet::where. It can be null if starpu_codelet::cpu_funcs_name is non-NULL, in which case StarPU will simply make a symbol lookup to get the implementation. \var starpu_scc_func_t starpu_codelet::scc_funcs[STARPU_MAXIMPLEMENTATIONS] Optional array of function pointers to a function which returns the SCC implementation of the codelet. It must be terminated by a NULL value. The functions prototype must be: \code{.c} starpu_scc_kernel_t scc_func(struct starpu_codelet *cl, unsigned nimpl) \endcode If the field starpu_codelet::where is set, then the field starpu_codelet::scc_funcs is ignored if ::STARPU_SCC does not appear in the field starpu_codelet::where. It can be null if starpu_codelet::cpu_funcs_name is non-NULL, in which case StarPU will simply make a symbol lookup to get the implementation. \var int starpu_codelet::nbuffers Specify the number of arguments taken by the codelet. These arguments are managed by the DSM and are accessed from the void *buffers[] array. The constant argument passed with the field starpu_task::cl_arg is not counted in this number. This value should not be above \ref STARPU_NMAXBUFS. It may be set to STARPU_VARIABLE_NBUFFERS to specify that the number of buffers and their access modes will be set in starpu_task::nbuffers and starpu_task::modes or starpu_task::dyn_modes, which thus permits to define codelets with a varying number of data. \var enum starpu_data_access_mode starpu_codelet::modes[STARPU_NMAXBUFS] Is an array of ::starpu_data_access_mode. It describes the required access modes to the data neeeded by the codelet (e.g. ::STARPU_RW). The number of entries in this array must be specified in the field starpu_codelet::nbuffers, and should not exceed \ref STARPU_NMAXBUFS. If unsufficient, this value can be set with the configure option \ref enable-maxbuffers "--enable-maxbuffers". \var enum starpu_data_access_mode *starpu_codelet::dyn_modes Is an array of ::starpu_data_access_mode. It describes the required access modes to the data needed by the codelet (e.g. ::STARPU_RW). The number of entries in this array must be specified in the field starpu_codelet::nbuffers. This field should be used for codelets having a number of datas greater than \ref STARPU_NMAXBUFS (see \ref SettingTheDataHandlesForATask). When defining a codelet, one should either define this field or the field starpu_codelet::modes defined above. \var unsigned starpu_codelet::specific_nodes Default value is 0. If this flag is set, StarPU will not systematically send all data to the memory node where the task will be executing, it will read the starpu_codelet::nodes or starpu_codelet::dyn_nodes array to determine, for each data, whether to send it on the memory node where the task will be executing (-1), or on a specific node (!= -1). \var int starpu_codelet::nodes[STARPU_NMAXBUFS] Optional field. When starpu_codelet::specific_nodes is 1, this specifies the memory nodes where each data should be sent to for task execution. The number of entries in this array is starpu_codelet::nbuffers, and should not exceed \ref STARPU_NMAXBUFS. \var int *starpu_codelet::dyn_nodes Optional field. When starpu_codelet::specific_nodes is 1, this specifies the memory nodes where each data should be sent to for task execution. The number of entries in this array is starpu_codelet::nbuffers. This field should be used for codelets having a number of datas greater than \ref STARPU_NMAXBUFS (see \ref SettingTheDataHandlesForATask). When defining a codelet, one should either define this field or the field starpu_codelet::nodes defined above. \var struct starpu_perfmodel *starpu_codelet::model Optional pointer to the task duration performance model associated to this codelet. This optional field is ignored when set to NULL or when its field starpu_perfmodel::symbol is not set. \var struct starpu_perfmodel *starpu_codelet::power_model Optional pointer to the task power consumption performance model associated to this codelet. This optional field is ignored when set to NULL or when its field starpu_perfmodel::field is not set. In the case of parallel codelets, this has to account for all processing units involved in the parallel execution. \var unsigned long starpu_codelet::per_worker_stats[STARPU_NMAXWORKERS] Optional array for statistics collected at runtime: this is filled by StarPU and should not be accessed directly, but for example by calling the function starpu_codelet_display_stats() (See starpu_codelet_display_stats() for details). \var const char *starpu_codelet::name Optional name of the codelet. This can be useful for debugging purposes. \fn void starpu_codelet_init(struct starpu_codelet *cl) \ingroup API_Codelet_And_Tasks Initialize \p cl with default values. Codelets should preferably be initialized statically as shown in \ref DefiningACodelet. However such a initialisation is not always possible, e.g. when using C++. \struct starpu_data_descr \ingroup API_Codelet_And_Tasks This type is used to describe a data handle along with an access mode. \var starpu_data_handle_t starpu_data_descr::handle describes a data \var enum starpu_data_access_mode starpu_data_descr::mode describes its access mode \struct starpu_task \ingroup API_Codelet_And_Tasks The structure describes a task that can be offloaded on the various processing units managed by StarPU. It instantiates a codelet. It can either be allocated dynamically with the function starpu_task_create(), or declared statically. In the latter case, the programmer has to zero the structure starpu_task and to fill the different fields properly. The indicated default values correspond to the configuration of a task allocated with starpu_task_create(). \var const char *starpu_task::name Optional name of the task. This can be useful for debugging purposes. \var struct starpu_codelet *starpu_task::cl Is a pointer to the corresponding structure starpu_codelet. This describes where the kernel should be executed, and supplies the appropriate implementations. When set to NULL, no code is executed during the tasks, such empty tasks can be useful for synchronization purposes. This field has been made deprecated. One should use instead the field starpu_task::handles to specify the data handles accessed by the task. The access modes are now defined in the field starpu_codelet::modes. \var int starpu_task::nbuffers Specifies the number of buffers. This is only used when starpu_codelet::nbuffers is STARPU_VARIABLE_NBUFFERS. \var starpu_data_handle_t starpu_task::handles[STARPU_NMAXBUFS] Is an array of ::starpu_data_handle_t. It specifies the handles to the different pieces of data accessed by the task. The number of entries in this array must be specified in the field starpu_codelet::nbuffers, and should not exceed \ref STARPU_NMAXBUFS. If unsufficient, this value can be set with the configure option \ref enable-maxbuffers "--enable-maxbuffers". \var starpu_data_handle_t *starpu_task::dyn_handles Is an array of ::starpu_data_handle_t. It specifies the handles to the different pieces of data accessed by the task. The number of entries in this array must be specified in the field starpu_codelet::nbuffers. This field should be used for tasks having a number of datas greater than \ref STARPU_NMAXBUFS (see \ref SettingTheDataHandlesForATask). When defining a task, one should either define this field or the field starpu_task::handles defined above. \var void *starpu_task::interfaces[STARPU_NMAXBUFS] The actual data pointers to the memory node where execution will happen, managed by the DSM. \var void **starpu_task::dyn_interfaces The actual data pointers to the memory node where execution will happen, managed by the DSM. Is used when the field starpu_task::dyn_handles is defined. \var enum starpu_data_access_mode starpu_task::modes[STARPU_NMAXBUFS] Is used only when starpu_codelet::nbuffers is STARPU_VARIABLE_NBUFFERS. It is an array of ::starpu_data_access_mode. It describes the required access modes to the data neeeded by the codelet (e.g. ::STARPU_RW). The number of entries in this array must be specified in the field starpu_task::nbuffers, and should not exceed \ref STARPU_NMAXBUFS. If unsufficient, this value can be set with the configure option \ref enable-maxbuffers "--enable-maxbuffers". \var enum starpu_data_access_mode *starpu_task::dyn_modes Is used only when starpu_codelet::nbuffers is STARPU_VARIABLE_NBUFFERS. It is an array of ::starpu_data_access_mode. It describes the required access modes to the data needed by the codelet (e.g. ::STARPU_RW). The number of entries in this array must be specified in the field starpu_codelet::nbuffers. This field should be used for codelets having a number of datas greater than \ref STARPU_NMAXBUFS (see \ref SettingTheDataHandlesForATask). When defining a codelet, one should either define this field or the field starpu_task::modes defined above. \var void *starpu_task::cl_arg Optional pointer which is passed to the codelet through the second argument of the codelet implementation (e.g. starpu_codelet::cpu_func or starpu_codelet::cuda_func). The default value is NULL. \var size_t starpu_task::cl_arg_size Optional field. For some specific drivers, the pointer starpu_task::cl_arg cannot not be directly given to the driver function. A buffer of size starpu_task::cl_arg_size needs to be allocated on the driver. This buffer is then filled with the starpu_task::cl_arg_size bytes starting at address starpu_task::cl_arg. In this case, the argument given to the codelet is therefore not the starpu_task::cl_arg pointer, but the address of the buffer in local store (LS) instead. This field is ignored for CPU, CUDA and OpenCL codelets, where the starpu_task::cl_arg pointer is given as such. \var unsigned starpu_task::cl_arg_free Optional field. In case starpu_task::cl_arg was allocated by the application through malloc(), setting starpu_task::cl_arg_free to 1 makes StarPU automatically call free(cl_arg) when destroying the task. This saves the user from defining a callback just for that. This is mostly useful when targetting MIC or SCC, where the codelet does not execute in the same memory space as the main thread. \var void (*starpu_task::callback_func)(void *) Optional field, the default value is NULL. This is a function pointer of prototype void (*f)(void *) which specifies a possible callback. If this pointer is non-null, the callback function is executed on the host after the execution of the task. Tasks which depend on it might already be executing. The callback is passed the value contained in the starpu_task::callback_arg field. No callback is executed if the field is set to NULL. \var void *starpu_task::callback_arg (optional) (default: NULL) Optional field, the default value is NULL. This is the pointer passed to the callback function. This field is ignored if the field starpu_task::callback_func is set to NULL. \var unsigned starpu_task::callback_arg_free Optional field. In case starpu_task::callback_arg was allocated by the application through malloc(), setting starpu_task::callback_arg_free to 1 makes StarPU automatically call free(callback_arg) when destroying the task. \var void (*starpu_task::prologue_callback_func)(void *) Optional field, the default value is NULL. This is a function pointer of prototype void (*f)(void *) which specifies a possible callback. If this pointer is non-null, the callback function is executed on the host when the task becomes ready for execution, before getting scheduled. The callback is passed the value contained in the starpu_task::prologue_callback_arg field. No callback is executed if the field is set to NULL. \var void *starpu_task::prologue_callback_arg (optional) (default: NULL) Optional field, the default value is NULL. This is the pointer passed to the prologue callback function. This field is ignored if the field starpu_task::prologue_callback_func is set to NULL. \var unsigned starpu_task::prologue_callback_arg_free Optional field. In case starpu_task::prologue_callback_arg was allocated by the application through malloc(), setting starpu_task::prologue_callback_arg_free to 1 makes StarPU automatically call free(prologue_callback_arg) when destroying the task. \var unsigned starpu_task::use_tag Optional field, the default value is 0. If set, this flag indicates that the task should be associated with the tag contained in the starpu_task::tag_id field. Tag allow the application to synchronize with the task and to express task dependencies easily. \var starpu_tag_t starpu_task::tag_id This optional field contains the tag associated to the task if the field starpu_task::use_tag is set, it is ignored otherwise. \var unsigned starpu_task::sequential_consistency If this flag is set (which is the default), sequential consistency is enforced for the data parameters of this task for which sequential consistency is enabled. Clearing this flag permits to disable sequential consistency for this task, even if data have it enabled. \var unsigned starpu_task::synchronous If this flag is set, the function starpu_task_submit() is blocking and returns only when the task has been executed (or if no worker is able to process the task). Otherwise, starpu_task_submit() returns immediately. \var int starpu_task::priority Optional field, the default value is ::STARPU_DEFAULT_PRIO. This field indicates a level of priority for the task. This is an integer value that must be set between the return values of the function starpu_sched_get_min_priority() for the least important tasks, and that of the function starpu_sched_get_max_priority() for the most important tasks (included). The ::STARPU_MIN_PRIO and ::STARPU_MAX_PRIO macros are provided for convenience and respectively returns the value of starpu_sched_get_min_priority() and starpu_sched_get_max_priority(). Default priority is ::STARPU_DEFAULT_PRIO, which is always defined as 0 in order to allow static task initialization. Scheduling strategies that take priorities into account can use this parameter to take better scheduling decisions, but the scheduling policy may also ignore it. \var unsigned starpu_task::execute_on_a_specific_worker Default value is 0. If this flag is set, StarPU will bypass the scheduler and directly affect this task to the worker specified by the field starpu_task::workerid. \var unsigned starpu_task::workerid Optional field. If the field starpu_task::execute_on_a_specific_worker is set, this field indicates the identifier of the worker that should process this task (as returned by starpu_worker_get_id()). This field is ignored if the field starpu_task::execute_on_a_specific_worker is set to 0. \var unsigned starpu_task::workerorder Optional field. If the field starpu_task::execute_on_a_specific_worker is set, this field indicates the per-worker consecutive order in which tasks should be executed on the worker. Tasks will be executed in consecutive starpu_task::workerorder values, thus ignoring the availability order or task priority. See \ref StaticScheduling for more details. This field is ignored if the field starpu_task::execute_on_a_specific_worker is set to 0. \var starpu_task_bundle_t starpu_task::bundle Optional field. The bundle that includes this task. If no bundle is used, this should be NULL. \var unsigned starpu_task::detach Optional field, default value is 1. If this flag is set, it is not possible to synchronize with the task by the means of starpu_task_wait() later on. Internal data structures are only guaranteed to be freed once starpu_task_wait() is called if the flag is not set. \var unsigned starpu_task::destroy Optional value. Default value is 0 for starpu_task_init(), and 1 for starpu_task_create(). If this flag is set, the task structure will automatically be freed, either after the execution of the callback if the task is detached, or during starpu_task_wait() otherwise. If this flag is not set, dynamically allocated data structures will not be freed until starpu_task_destroy() is called explicitly. Setting this flag for a statically allocated task structure will result in undefined behaviour. The flag is set to 1 when the task is created by calling starpu_task_create(). Note that starpu_task_wait_for_all() will not free any task. \var unsigned starpu_task::regenerate Optional field. If this flag is set, the task will be re-submitted to StarPU once it has been executed. This flag must not be set if the flag starpu_task::destroy is set. \var enum starpu_task_status starpu_task::status Optional field. Current state of the task. \var struct starpu_profiling_task_info *starpu_task::profiling_info Optional field. Profiling information for the task. \var double starpu_task::predicted Output field. Predicted duration of the task. This field is only set if the scheduling strategy uses performance models. \var double starpu_task::predicted_transfer Optional field. Predicted data transfer duration for the task in microseconds. This field is only valid if the scheduling strategy uses performance models. \var struct starpu_task *starpu_task::prev \private A pointer to the previous task. This should only be used by StarPU. \var struct starpu_task *starpu_task::next \private A pointer to the next task. This should only be used by StarPU. \var unsigned int starpu_task::mf_skip \private This is only used for tasks that use multiformat handle. This should only be used by StarPU. \var double starpu_task::flops This can be set to the number of floating points operations that the task will have to achieve. This is useful for easily getting GFlops curves from the tool starpu_perfmodel_plot, and for the hypervisor load balancing. \var void *starpu_task::starpu_private \private This is private to StarPU, do not modify. If the task is allocated by hand (without starpu_task_create()), this field should be set to NULL. \var int starpu_task::magic \private This field is set when initializing a task. The function starpu_task_submit() will fail if the field does not have the right value. This will hence avoid submitting tasks which have not been properly initialised. \var unsigned starpu_task::sched_ctx Scheduling context. \var int starpu_task::hypervisor_tag Helps the hypervisor monitor the execution of this task. \var unsigned starpu_task::scheduled Whether the scheduler has pushed the task on some queue \fn void starpu_task_init(struct starpu_task *task) \ingroup API_Codelet_And_Tasks Initialize task with default values. This function is implicitly called by starpu_task_create(). By default, tasks initialized with starpu_task_init() must be deinitialized explicitly with starpu_task_clean(). Tasks can also be initialized statically, using ::STARPU_TASK_INITIALIZER. \def STARPU_TASK_INITIALIZER \ingroup API_Codelet_And_Tasks It is possible to initialize statically allocated tasks with this value. This is equivalent to initializing a structure starpu_task with the function starpu_task_init() function. \def STARPU_TASK_GET_NBUFFERS(task) \ingroup API_Codelet_And_Tasks Return the number of buffers for this task, i.e. starpu_codelet::nbuffers, or starpu_task::nbuffers if the former is STARPU_VARIABLE_BUFFERS. \def STARPU_TASK_GET_HANDLE(task, i) \ingroup API_Codelet_And_Tasks Return the \p i th data handle of the given task. If the task is defined with a static or dynamic number of handles, will either return the \p i th element of the field starpu_task::handles or the \p i th element of the field starpu_task::dyn_handles (see \ref SettingTheDataHandlesForATask) \def STARPU_TASK_SET_HANDLE(task, handle, i) \ingroup API_Codelet_And_Tasks Set the \p i th data handle of the given task with the given dat handle. If the task is defined with a static or dynamic number of handles, will either set the \p i th element of the field starpu_task::handles or the \p i th element of the field starpu_task::dyn_handles (see \ref SettingTheDataHandlesForATask) \def STARPU_CODELET_GET_MODE(codelet, i) \ingroup API_Codelet_And_Tasks Return the access mode of the \p i th data handle of the given codelet. If the codelet is defined with a static or dynamic number of handles, will either return the \p i th element of the field starpu_codelet::modes or the \p i th element of the field starpu_codelet::dyn_modes (see \ref SettingTheDataHandlesForATask) \def STARPU_CODELET_SET_MODE(codelet, mode, i) \ingroup API_Codelet_And_Tasks Set the access mode of the \p i th data handle of the given codelet. If the codelet is defined with a static or dynamic number of handles, will either set the \p i th element of the field starpu_codelet::modes or the \p i th element of the field starpu_codelet::dyn_modes (see \ref SettingTheDataHandlesForATask) \def STARPU_TASK_GET_MODE(task, i) \ingroup API_Codelet_And_Tasks Return the access mode of the \p i th data handle of the given task. If the task is defined with a static or dynamic number of handles, will either return the \p i th element of the field starpu_task::modes or the \p i th element of the field starpu_task::dyn_modes (see \ref SettingTheDataHandlesForATask) \def STARPU_TASK_SET_MODE(task, mode, i) \ingroup API_Codelet_And_Tasks Set the access mode of the \p i th data handle of the given task. If the task is defined with a static or dynamic number of handles, will either set the \p i th element of the field starpu_task::modes or the \p i th element of the field starpu_task::dyn_modes (see \ref SettingTheDataHandlesForATask) \fn struct starpu_task *starpu_task_create(void) \ingroup API_Codelet_And_Tasks Allocate a task structure and initialize it with default values. Tasks allocated dynamically with starpu_task_create() are automatically freed when the task is terminated. This means that the task pointer can not be used any more once the task is submitted, since it can be executed at any time (unless dependencies make it wait) and thus freed at any time. If the field starpu_task::destroy is explicitly unset, the resources used by the task have to be freed by calling starpu_task_destroy(). \fn struct starpu_task *starpu_task_dup(struct starpu_task *task) \ingroup API_Codelet_And_Tasks Allocate a task structure which is the exact duplicate of the given task. \fn void starpu_task_clean(struct starpu_task *task) \ingroup API_Codelet_And_Tasks Release all the structures automatically allocated to execute task, but not the task structure itself and values set by the user remain unchanged. It is thus useful for statically allocated tasks for instance. It is also useful when users want to execute the same operation several times with as least overhead as possible. It is called automatically by starpu_task_destroy(). It has to be called only after explicitly waiting for the task or after starpu_shutdown() (waiting for the callback is not enough, since StarPU still manipulates the task after calling the callback). \fn void starpu_task_destroy(struct starpu_task *task) \ingroup API_Codelet_And_Tasks Free the resource allocated during starpu_task_create() and associated with task. This function is already called automatically after the execution of a task when the field starpu_task::destroy is set, which is the default for tasks created by starpu_task_create(). Calling this function on a statically allocated task results in an undefined behaviour. \fn int starpu_task_wait(struct starpu_task *task) \ingroup API_Codelet_And_Tasks This function blocks until \p task has been executed. It is not possible to synchronize with a task more than once. It is not possible to wait for synchronous or detached tasks. Upon successful completion, this function returns 0. Otherwise, -EINVAL indicates that the specified task was either synchronous or detached. \fn int starpu_task_submit(struct starpu_task *task) \ingroup API_Codelet_And_Tasks This function submits task to StarPU. Calling this function does not mean that the task will be executed immediately as there can be data or task (tag) dependencies that are not fulfilled yet: StarPU will take care of scheduling this task with respect to such dependencies. This function returns immediately if the field starpu_task::synchronous is set to 0, and block until the termination of the task otherwise. It is also possible to synchronize the application with asynchronous tasks by the means of tags, using the function starpu_tag_wait() function for instance. In case of success, this function returns 0, a return value of -ENODEV means that there is no worker able to process this task (e.g. there is no GPU available and this task is only implemented for CUDA devices). starpu_task_submit() can be called from anywhere, including codelet functions and callbacks, provided that the field starpu_task::synchronous is set to 0. \fn int starpu_task_submit_to_ctx(struct starpu_task *task, unsigned sched_ctx_id) \ingroup API_Codelet_And_Tasks This function submits a task to StarPU to the context sched_ctx_id . By default starpu_task_submit submits the task to a global context that is created automatically by StarPU. \fn int starpu_task_wait_for_all(void) \ingroup API_Codelet_And_Tasks This function blocks until all the tasks that were submitted (to the current context or the global one if there aren't any) are terminated. It does not destroy these tasks. \fn int starpu_task_wait_for_all_in_ctx(unsigned sched_ctx_id) \ingroup API_Codelet_And_Tasks This function waits until all the tasks that were already submitted to the context \p sched_ctx_id have been executed \fn int starpu_task_nready(void) \ingroup API_Codelet_And_Tasks TODO \fn int starpu_task_nsubmitted(void) \ingroup API_Codelet_And_Tasks Return the number of submitted tasks which have not completed yet. \fn int starpu_task_nready(void) \ingroup API_Codelet_And_Tasks Return the number of submitted tasks which are ready for execution are already executing. It thus does not include tasks waiting for dependencies. \fn struct starpu_task *starpu_task_get_current(void) \ingroup API_Codelet_And_Tasks This function returns the task currently executed by the worker, or NULL if it is called either from a thread that is not a task or simply because there is no task being executed at the moment. \fn void starpu_codelet_display_stats(struct starpu_codelet *cl) \ingroup API_Codelet_And_Tasks Output on stderr some statistics on the codelet \p cl. \fn int starpu_task_wait_for_no_ready(void) \ingroup API_Codelet_And_Tasks This function waits until there is no more ready task. \fn void starpu_task_set_implementation(struct starpu_task *task, unsigned impl) \ingroup API_Codelet_And_Tasks This function should be called by schedulers to specify the codelet implementation to be executed when executing the task. \fn unsigned starpu_task_get_implementation(struct starpu_task *task) \ingroup API_Codelet_And_Tasks This function return the codelet implementation to be executed when executing the task. \fn void starpu_create_sync_task(starpu_tag_t sync_tag, unsigned ndeps, starpu_tag_t *deps, void (*callback)(void *), void *callback_arg) \ingroup API_Codelet_And_Tasks This creates (and submits) an empty task that unlocks a tag once all its dependencies are fulfilled. */