| <! |
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|
| 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. |
| |
|
|
| # Exporting 🤗 Transformers models to ONNX |
|
|
| 🤗 Transformers provides a `transformers.onnx` package that enables you to |
| convert model checkpoints to an ONNX graph by leveraging configuration objects. |
|
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| See the [guide](../serialization) on exporting 🤗 Transformers models for more |
| details. |
|
|
| ## ONNX Configurations |
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|
| We provide three abstract classes that you should inherit from, depending on the |
| type of model architecture you wish to export: |
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| * Encoder-based models inherit from [`~onnx.config.OnnxConfig`] |
| * Decoder-based models inherit from [`~onnx.config.OnnxConfigWithPast`] |
| * Encoder-decoder models inherit from [`~onnx.config.OnnxSeq2SeqConfigWithPast`] |
|
|
| ### OnnxConfig |
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| [[autodoc]] onnx.config.OnnxConfig |
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| ### OnnxConfigWithPast |
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| [[autodoc]] onnx.config.OnnxConfigWithPast |
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| ### OnnxSeq2SeqConfigWithPast |
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| [[autodoc]] onnx.config.OnnxSeq2SeqConfigWithPast |
|
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| ## ONNX Features |
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|
| Each ONNX configuration is associated with a set of _features_ that enable you |
| to export models for different types of topologies or tasks. |
|
|
| ### FeaturesManager |
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| [[autodoc]] onnx.features.FeaturesManager |
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|
