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Add semantic script, trainer (#16834)

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* Add first draft

* Improve script and README

* Improve README

* Apply suggestions from code review

* Improve script, add link to resulting model

* Add corresponding test

* Adjust learning rate
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NielsRogge
2022-04-27 10:12:18 +02:00
committed by GitHub
parent a4a88fa09f
commit 479fdc4925
5 changed files with 603 additions and 19 deletions
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examples/pytorch/README.md
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@@ -44,6 +44,7 @@ Coming soon!
| [**`multi-lingual speech-recognition`**](https://github.com/huggingface/transformers/tree/main/examples/pytorch/speech-recognition) | Common Voice | ✅ | - |✅ | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/multi_lingual_speech_recognition.ipynb)
| [**`audio-classification`**](https://github.com/huggingface/transformers/tree/main/examples/pytorch/audio-classification) | SUPERB KS | ✅ | - |✅ | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/audio_classification.ipynb)
| [**`image-classification`**](https://github.com/huggingface/transformers/tree/main/examples/pytorch/image-classification) | CIFAR-10 | ✅ | ✅ |✅ | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/image_classification.ipynb)
| [**`semantic-segmentation`**](https://github.com/huggingface/transformers/tree/main/examples/pytorch/semantic-segmentation) | SCENE_PARSE_150 | ✅ | ✅ |✅ | /
## Running quick tests