from cymem.cymem cimport Pool from libc.stdint cimport uint32_t from libc.stdint cimport uint64_t from libcpp.pair cimport pair from libcpp.queue cimport priority_queue from libcpp.vector cimport vector from ...typedefs cimport class_t, weight_t, hash_t ctypedef pair[weight_t, size_t] Entry ctypedef priority_queue[Entry] Queue ctypedef int (*trans_func_t)(void* dest, void* src, class_t clas, void* x) except -1 ctypedef void* (*init_func_t)(Pool mem, int n, void* extra_args) except NULL ctypedef int (*del_func_t)(Pool mem, void* state, void* extra_args) except -1 ctypedef int (*finish_func_t)(void* state, void* extra_args) except -1 ctypedef hash_t (*hash_func_t)(void* state, void* x) except 0 cdef struct _State: void* content class_t* hist weight_t score weight_t loss int i int t bint is_done cdef class Beam: cdef Pool mem cdef class_t nr_class cdef class_t width cdef class_t size cdef public weight_t min_density cdef int t cdef readonly bint is_done cdef list histories cdef list _parent_histories cdef weight_t** scores cdef int** is_valid cdef weight_t** costs cdef _State* _parents cdef _State* _states cdef del_func_t del_func cdef int _fill(self, Queue* q, weight_t** scores, int** is_valid) except -1 cdef inline void* at(self, int i) nogil: return self._states[i].content cdef int initialize(self, init_func_t init_func, del_func_t del_func, int n, void* extra_args) except -1 cdef int advance(self, trans_func_t transition_func, hash_func_t hash_func, void* extra_args) except -1 cdef int check_done(self, finish_func_t finish_func, void* extra_args) except -1 cdef inline void set_cell(self, int i, int j, weight_t score, int is_valid, weight_t cost) nogil: self.scores[i][j] = score self.is_valid[i][j] = is_valid self.costs[i][j] = cost cdef int set_row(self, int i, const weight_t* scores, const int* is_valid, const weight_t* costs) except -1 cdef int set_table(self, weight_t** scores, int** is_valid, weight_t** costs) except -1 cdef class MaxViolation: cdef Pool mem cdef weight_t cost cdef weight_t delta cdef readonly weight_t p_score cdef readonly weight_t g_score cdef readonly double Z cdef readonly double gZ cdef class_t n cdef readonly list p_hist cdef readonly list g_hist cdef readonly list p_probs cdef readonly list g_probs cpdef int check(self, Beam pred, Beam gold) except -1 cpdef int check_crf(self, Beam pred, Beam gold) except -1