Add viterbi decode (#35778)
* add viterbi decode cpu kernel * add viterbi decoder api in paddle.text * add a data buffer once to avoid create many small pieces of data buffer frequently * fix viterbi max_seq_length bug * fix seq_len=1 bug * fix device context * move split out of for loop * remove INVERSE_SUB * remove 2 GET_CAST_MASK * remove 1 loop * remove Functor * add to_static deploy code * use MAX_FUNC instead of ELE_MAX * add MaxFunctor * impl max_func * remove MaxFunctor * remove cast op * use REGISTER_OP_WITHOUT_GRADIENT * add viterbi cuda kernel * add FIX_BLOCKDIM_CASE macro * add MKL add, mul; add get data mask * add arange mkl impl * add CPU Argmax * add cpu gather * use EXECUTE_MKL_ELEMENT_BINARY_OP instead of some ADD, MUL * use SameDimsBinaryOP instead of EXECUTE_MKL_ELEMENT_BINARY_OP * use SAME_DIMS_ELEMENT_BINARY_OP * add SimpleBroadcastBinaryOP * use int instead of int64_t to accelerate * optimize SimpleBroadcastBinaryOP * optimize SimpleBroadcastBinaryOP * optimize performance in both single thread and multithread situation * remove useless line * remove useless code * add CREATE_TENSOR_BUFFER macro * add INIT_REQUIRED_TENSOR macro * add comment * fix windows ci * add viterbi unittest * remove cuda add functor * remove cuda equal * remove a template function * fix windows ci * fix windows dtype * remove some template instance * remove useless header file * remove some blockdim * remove transpose impl * accelerate cpu performance on single thread situation * viterbi_decode->crf_decode * rename crf params name * add viterbi api test * remove useless import * add enable_static * use viterbi decoder * fix viterbi len=1 * fix viterbi unittest * remove useless comments * reconstruct viterbi decode * remove ADD,SUB,MUL structure * fix coverage * remove CREATE_TENSOR * add name args * crf.py->ops.py; with_start_stop_tag->include_start_end_tag * update crf_decode en docs * fix viterbi decode en docs * fix some review comments * add FIXED_BLOCK_DIM_CASE in cuda * push_back->emplace_back * crf_decode->viterbi_decode; include_start_end_tag->include_bos_eos_tag * paddle.text.ops.viterbi_decode->paddle.text.viterbi_decode * fix viterbi_decode en docs
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