https://github.com/robmarkcole/torchserve-example
https://github.com/robmarkcole/torchserve-example
Last synced: about 1 year ago
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- Host: GitHub
- URL: https://github.com/robmarkcole/torchserve-example
- Owner: robmarkcole
- Created: 2021-07-12T06:49:34.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2021-07-12T06:50:35.000Z (almost 5 years ago)
- Last Synced: 2025-03-25T00:07:48.196Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 39 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# torchserve-demo
- [torchserve](https://pytorch.org/serve/) developed by aws/facebook
- Summary: very little work to go from trained model to deployment. Note that the default endpoints are limited to classification, object detection and segmentation.
## Pretrained models
A number of image classification/segmentation models are at https://pytorch.org/serve/model_zoo.html
## AWS deployment
- Neuron? https://awsdocs-neuron.readthedocs-hosted.com/en/latest/neuron-intro/get-started.html
- Sagemaker https://github.com/aws-samples/amazon-sagemaker-endpoint-deployment-of-fastai-model-with-torchserve