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将图片文字方向模型部署为serving服务。
模型参考文档:https://github.com/PaddlePaddle/PaddleClas/blob/release/2.5/docs/zh_CN/models/PULC/PULC_text_image_orientation.md
对方向分类模型进行了微调,inference模型预测正常。
部署参考文档:https://github.c…
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## Bug Report
### System information
- **OS Platform and Distribution**: macOS
- **TensorFlow Serving installed from**: binary
- **TensorFlow version**: 2.14.1
### Describe the problem
We us…
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Hey there,
I am trying to export the model used in the Onsets to Frames model in order to serve it using TensorFlowJS.
This model is created as an estimator, so I am using the export_saved_model f…
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I'm training BERT for NER fine-tuning (starting from [this](https://github.com/kyzhouhzau/BERT-NER) example) using the estimator `TPUEstimator`. This normally works ok. When adding the [BestExporter](…
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I am getting an error when trying to predict from ONNX model (TensorFlow based Object Detection). When I call the api-serving Rest API, I get the following error
`b'{"error":"Shape [640, 640, 3], req…
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## Background
To train or serve large models with limited GPU memory resources, we can utilize the huge amount of available CPU memory by swapping tensors between CPU and GPU. In this project, we are…
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I'd like to publish an HTTP REST or GRPC API with TF serving for a BERT model fine-tuned on the SQuAD dataset. I tried two approaches but unfortunately both of them failed.
1.) Convert the files in…
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### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.15.1
### Custom code
Yes
### OS platform and distribution
Linux; Wi…
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It is unclear precisely what the SavedModel inputs and outputs should look like for the Mask RCNN model, once frozen and exported in a Servable format.
What should the inputs and outputs of the Sav…
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### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 18.04
- TensorFlow installation (pip package or built from source): pip
- TensorFlow library (version, …