Deployment Containers

Base Containers

When you launch a Deployment, it runs inside a Docker container (often referred to as a runtime. Any Docker image hosted in a public or private container registry can be used as the Deployment's runtime. Additionally, Gradient includes several popular runtimes out of the box:

Popular Containers

Name	Description	Container Tag	URL
TensorFlow	TensorFlow Serving	tensorflow/serving:latest-gpu	DockerHub
ONNX	Based on the official ONNX community project	paperspace/onnx	DockerHub
TensorRT	NVIDIA's optimized runtime	paperspace/tensorrt	DockerHub

Other Containers

Name	Description	Container Tag	URL
Flask	A basic Python web server framework	paperspace/flask	DockerHub

Also see Custom Deployment Containers

Custom Deployment Containers