File: bert_model_handler.h

package info (click to toggle)
chromium 139.0.7258.127-1
  • links: PTS, VCS
  • area: main
  • in suites:
  • size: 6,122,068 kB
  • sloc: cpp: 35,100,771; ansic: 7,163,530; javascript: 4,103,002; python: 1,436,920; asm: 946,517; xml: 746,709; pascal: 187,653; perl: 88,691; sh: 88,436; objc: 79,953; sql: 51,488; cs: 44,583; fortran: 24,137; makefile: 22,147; tcl: 15,277; php: 13,980; yacc: 8,984; ruby: 7,485; awk: 3,720; lisp: 3,096; lex: 1,327; ada: 727; jsp: 228; sed: 36
file content (35 lines) | stat: -rw-r--r-- 1,386 bytes parent folder | download | duplicates (3)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
// Copyright 2021 The Chromium Authors
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.

#ifndef COMPONENTS_OPTIMIZATION_GUIDE_CORE_INFERENCE_BERT_MODEL_HANDLER_H_
#define COMPONENTS_OPTIMIZATION_GUIDE_CORE_INFERENCE_BERT_MODEL_HANDLER_H_

#include "base/task/sequenced_task_runner.h"
#include "components/optimization_guide/core/inference/model_handler.h"
#include "third_party/tflite_support/src/tensorflow_lite_support/cc/task/core/category.h"

namespace optimization_guide {

// An implementation of a ModelHandler that executes BERT models.
//
// Note that sentencepiece tokenizers are not supported by Chromium's copy of
// the TFLite Support library.
class BertModelHandler
    : public ModelHandler<std::vector<tflite::task::core::Category>,
                          const std::string&> {
 public:
  BertModelHandler(
      OptimizationGuideModelProvider* model_provider,
      scoped_refptr<base::SequencedTaskRunner> background_task_runner,
      proto::OptimizationTarget optimization_target,
      const std::optional<proto::Any>& model_metadata);
  ~BertModelHandler() override;

  BertModelHandler(const BertModelHandler&) = delete;
  BertModelHandler& operator=(const BertModelHandler&) = delete;
};

}  // namespace optimization_guide

#endif  // COMPONENTS_OPTIMIZATION_GUIDE_CORE_INFERENCE_BERT_MODEL_HANDLER_H_