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50 lines
1.1 KiB
Cython
50 lines
1.1 KiB
Cython
from libc.string cimport memset, memcpy
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from libc.stdlib cimport calloc, free, realloc
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from thinc.typedefs cimport weight_t, class_t, hash_t
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from ._state cimport StateC
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cdef struct SizesC:
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int states
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int classes
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int hiddens
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int pieces
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int feats
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int embed_width
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cdef struct WeightsC:
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const float* feat_weights
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const float* feat_bias
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const float* hidden_bias
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const float* hidden_weights
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const float* vectors
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cdef struct ActivationsC:
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int* token_ids
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float* vectors
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float* unmaxed
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float* scores
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float* hiddens
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int* is_valid
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int _curr_size
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int _max_size
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cdef WeightsC get_c_weights(model) except *
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cdef SizesC get_c_sizes(model, int batch_size) except *
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cdef void resize_activations(ActivationsC* A, SizesC n) nogil
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cdef void predict_states(ActivationsC* A, StateC** states,
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const WeightsC* W, SizesC n) nogil
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cdef int arg_max_if_valid(const weight_t* scores, const int* is_valid, int n) nogil
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cdef void cpu_log_loss(float* d_scores,
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const float* costs, const int* is_valid, const float* scores, int O) nogil
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