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Serve, optimize and scale PyTorch models in production

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### 🐛 Describe the bug The results obtained by running in different environments vary greatly - run in macbook pro 2019 metal - run in the same metal, but use...

triaged_wait

## Description Please read our [CONTRIBUTING.md](https://github.com/pytorch/serve/blob/master/CONTRIBUTING.md) prior to creating your first pull request. Please include a summary of the feature or issue being fixed. Please also include relevant motivation and...

bug

### 📚 The doc issue Where is list of supported data type? How could I return numy-array, tensor, or bytes in postprocess()? ### Suggest a potential alternative/fix _No response_

documentation

## Description After a bug occurred to me while running over Windows, I found out that there are a lot places in the code where there is a path join...

windows
p1

I am deploying a model using torchserve. It was easily deployed on Tesla K80 GPU. But now when i shifted it to newer GPU Nvidia A30. I am getting this...

help wanted

Signed-off-by: jagadeesh ## Description Fixes security context issue while installing TS helm chart. The model-server user own the `/home/model-server` path where the volume is being mounted. Fixes #1337 TS install...

Signed-off-by: jagadeesh ## Description Kubernetes hpa object API version upgrade from v2beta1 to v2beta2. V1beta1 will be deprecated from 1.22+ Kubernetes version. Gif of pod autoscaling ![hpa](https://user-images.githubusercontent.com/46392704/183107083-264821b5-bfd7-4619-8285-3ee95624a91f.gif) ## Type of...

## Description Please read our [CONTRIBUTING.md](https://github.com/pytorch/serve/blob/master/CONTRIBUTING.md) prior to creating your first pull request. Please include a summary of the feature or issue being fixed. Please also include relevant motivation and...

enhancement
p0

Signed-off-by: jagadeesh ## Description Updated the PV creation steps for TS kubernetes with aws-efs-csi-driver as efs-provisioner is not maintained anymore. ## Type of change Please delete options that are not...

### 🐛 Describe the bug Please note that this is related to https://github.com/pytorch/serve/blob/master/docs/configuration.md#config-model I have a config file in the config section below. In the serve logs I can see...

invalid
support