byte_pair_encoding.hpp
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1 /*
2  * SPDX-FileCopyrightText: Copyright (c) 2022-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
3  * SPDX-License-Identifier: Apache-2.0
4  */
5 #pragma once
6 
7 #include <cudf/column/column.hpp>
9 #include <cudf/scalar/scalar.hpp>
12 #include <cudf/utilities/export.hpp>
14 
15 namespace CUDF_EXPORT nvtext {
16 
32  struct bpe_merge_pairs_impl;
33 
41  bpe_merge_pairs(std::unique_ptr<cudf::column>&& input,
44 
55 
56  ~bpe_merge_pairs();
58 
59  private:
60  friend bpe_merge_pairs_impl const* get_bpe_merge_pairs_impl(bpe_merge_pairs const&);
61  bpe_merge_pairs_impl* impl{};
62 };
63 
89 std::unique_ptr<bpe_merge_pairs> load_merge_pairs(
90  cudf::strings_column_view const& merge_pairs,
93 
121 std::unique_ptr<cudf::column> byte_pair_encoding(
122  cudf::strings_column_view const& input,
123  bpe_merge_pairs const& merges_pairs,
124  cudf::string_scalar const& separator = cudf::string_scalar(" "),
127  // end of group
129 } // namespace CUDF_EXPORT nvtext
An owning class to represent a string in device memory.
Definition: scalar.hpp:411
Given a column-view of strings type, an instance of this class provides a wrapper on this compound co...
Class definition for cudf::column.
column view class definitions
APIs for querying the default CUDA stream and per-thread default stream status.
rmm::cuda_stream_view const get_default_stream()
Get the current default stream.
rmm::device_async_resource_ref get_current_device_resource_ref()
Get the current device memory resource reference.
cuda::mr::resource_ref< cuda::mr::device_accessible > device_async_resource_ref
std::unique_ptr< bpe_merge_pairs > load_merge_pairs(cudf::strings_column_view const &merge_pairs, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=cudf::get_current_device_resource_ref())
Create a nvtext::bpe_merge_pairs from a strings column.
std::unique_ptr< cudf::column > byte_pair_encoding(cudf::strings_column_view const &input, bpe_merge_pairs const &merges_pairs, cudf::string_scalar const &separator=cudf::string_scalar(" "), rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=cudf::get_current_device_resource_ref())
Byte pair encode the input strings.
APIs for getting and setting the current device memory resource.
NVText APIs.
Class definitions for cudf::scalar.
Class definition for cudf::strings_column_view.
The table of merge pairs for the BPE encoder.
bpe_merge_pairs(cudf::strings_column_view const &input, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=cudf::get_current_device_resource_ref())
Construct a new bpe merge pairs object.
bpe_merge_pairs(std::unique_ptr< cudf::column > &&input, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=cudf::get_current_device_resource_ref())
Construct a new bpe merge pairs object.