TorchServe - Learn Data Science with Travis

Serving PyTorch models with TorchServe 🔥

Towards Data Science

TorchServe is the ML model serving framework developed by PyTorch. This post explains how to train and serve a CNN transfer learning model.

TorchServe & Flask for Image Style Transfer

Towards Data Science

An example of web app backed by TorchServe model server Image by author. Exposing an ML model as decoupled model server is way more scalable, extensible and maintainable pattern. In the previous post...

Deploy models and create custom handlers in Torchserve 🚀

Towards Data Science

In this tutorial we will deploy deep learning models in PyTorch using TorchServe

TorchScript

PyTorch documentation

Creating TorchScript Code Mixing Tracing and Scripting TorchScript Language Built-in Functions and Modules PyTorch Functions and Modules Python Functions and Modules Python Language Reference Comparis...

torch.orgqr

PyTorch documentation

Alias for torch.linalg.householder_product() .

torch.pinverse

PyTorch documentation

Alias for torch.linalg.pinv()

PyTorch Levels Up Its Serving Game with TorchServe

Towards Data Science

In recent years, PyTorch has largely overtaken Tensorflow as the machine learning model training framework that is preferred for research-leaning data scientists. There are a few reasons for this…

torch.det

PyTorch documentation

Alias for torch.linalg.det()

Serving a PyTorch Model with FastAPI and Docker

Towards AI

Member-only story Serving a PyTorch Model with FastAPI and Docker Learn how to develop a complete Machine Learning Service Marcello Politi · Follow Published in Towards AI · 8 min read · Just now -- S...

Exploring TorchRe-ID — a Person Re-identification based Python Library.

Python in Plain English

Exploring TorchRe-ID — a Person Re-identification-based Python Library. Introduction Person re-identification (re-ID) is a crucial task in computer vision and has numerous applications in surveillanc...

Torch Points3D — A unifying framework for deep learning on point clouds

Towards Data Science

We present Torch Points3D, the torchvision of point cloud data: a flexible and extensible framework for researchers and engineers alike working on point cloud-based machine vision.