| | <! |
| |
|
| | 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. |
| | |
| |
|
| | # Custom Layers and Utilities |
| |
|
| | This page lists all the custom layers used by the library, as well as the utility functions it provides for modeling. |
| |
|
| | Most of those are only useful if you are studying the code of the models in the library. |
| |
|
| |
|
| | ## Pytorch custom modules |
| |
|
| | [[autodoc]] pytorch_utils.Conv1D |
| |
|
| | [[autodoc]] modeling_utils.PoolerStartLogits |
| | - forward |
| |
|
| | [[autodoc]] modeling_utils.PoolerEndLogits |
| | - forward |
| |
|
| | [[autodoc]] modeling_utils.PoolerAnswerClass |
| | - forward |
| |
|
| | [[autodoc]] modeling_utils.SquadHeadOutput |
| |
|
| | [[autodoc]] modeling_utils.SQuADHead |
| | - forward |
| |
|
| | [[autodoc]] modeling_utils.SequenceSummary |
| | - forward |
| |
|
| | ## PyTorch Helper Functions |
| |
|
| | [[autodoc]] pytorch_utils.apply_chunking_to_forward |
| |
|
| | [[autodoc]] pytorch_utils.find_pruneable_heads_and_indices |
| |
|
| | [[autodoc]] pytorch_utils.prune_layer |
| |
|
| | [[autodoc]] pytorch_utils.prune_conv1d_layer |
| |
|
| | [[autodoc]] pytorch_utils.prune_linear_layer |
| |
|
| | ## TensorFlow custom layers |
| |
|
| | [[autodoc]] modeling_tf_utils.TFConv1D |
| |
|
| | [[autodoc]] modeling_tf_utils.TFSharedEmbeddings |
| | - call |
| |
|
| | [[autodoc]] modeling_tf_utils.TFSequenceSummary |
| |
|
| | ## TensorFlow loss functions |
| |
|
| | [[autodoc]] modeling_tf_utils.TFCausalLanguageModelingLoss |
| |
|
| | [[autodoc]] modeling_tf_utils.TFMaskedLanguageModelingLoss |
| |
|
| | [[autodoc]] modeling_tf_utils.TFMultipleChoiceLoss |
| |
|
| | [[autodoc]] modeling_tf_utils.TFQuestionAnsweringLoss |
| |
|
| | [[autodoc]] modeling_tf_utils.TFSequenceClassificationLoss |
| |
|
| | [[autodoc]] modeling_tf_utils.TFTokenClassificationLoss |
| |
|
| | ## TensorFlow Helper Functions |
| |
|
| | [[autodoc]] modeling_tf_utils.get_initializer |
| |
|
| | [[autodoc]] modeling_tf_utils.keras_serializable |
| |
|
| | [[autodoc]] modeling_tf_utils.shape_list |
| |
|
