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| // Copyright 2025 The ODML Authors. | |
| // | |
| // Licensed under the Apache License, Version 2.0 (the "License"); | |
| // you may not use this file except in compliance with the License. | |
| // You may obtain a copy of the License at | |
| // | |
| // http://www.apache.org/licenses/LICENSE-2.0 | |
| // | |
| // Unless required by applicable law or agreed to in writing, software | |
| // distributed under the License is distributed on an "AS IS" BASIS, | |
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| // See the License for the specific language governing permissions and | |
| // limitations under the License. | |
| namespace litert::lm { | |
| // Util function for combining multiple ExecutorVisionData into a single | |
| // ExecutorVisionData, by concatenating the vision embeddings in a single | |
| // tensor buffer. | |
| // | |
| // Specifically, if the elements of input ExecutorVisionData have TensorBuffer | |
| // with shapes, | |
| // [batch_size, num_token_1, feature_dim]. | |
| // [batch_size, num_token_2, feature_dim]. | |
| // ... | |
| // [batch_size, num_token_n, feature_dim]. | |
| // The output ExecutorVisionData will have TensorBuffer with shape, | |
| // [batch_size, 1, num_token_1 + num_token_2 + ... + num_token_n, | |
| // feature_dim]. | |
| // | |
| // Or if the elements of input ExecutorVisionData have TensorBuffer | |
| // with shapes, | |
| // [batch_size, dim1, num_token_1, feature_dim]. | |
| // [batch_size, dim1, num_token_2, feature_dim]. | |
| // ... | |
| // [batch_size, dim1, num_token_n, feature_dim]. | |
| // The output ExecutorVisionData will have TensorBuffer with shape, | |
| // [batch_size, dim1, num_token_1 + num_token_2 + ... + num_token_n, | |
| // feature_dim]. | |
| absl::StatusOr<ExecutorVisionData> CombineExecutorVisionData( | |
| std::vector<ExecutorVisionData>& executor_data); | |
| // Util function for combining multiple ExecutorAudioData into a single | |
| // ExecutorAudioData, by concatenating the audio embeddings in a single tensor | |
| // buffer. | |
| // | |
| // Specifically, if the elements of input ExecutorAudioData have TensorBuffer | |
| // with shapes, | |
| // [batch_size, num_token_1, feature_dim]. | |
| // [batch_size, num_token_2, feature_dim]. | |
| // ... | |
| // [batch_size, num_token_n, feature_dim]. | |
| // The output ExecutorAudioData will have TensorBuffer with shape, | |
| // [batch_size, num_token_1 + num_token_2 + ... + num_token_n, feature_dim]. | |
| absl::StatusOr<ExecutorAudioData> CombineExecutorAudioData( | |
| std::vector<ExecutorAudioData>& executor_data); | |
| } // namespace litert::lm | |