TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.
Example use of AWS batch
Configuration with AWS step functions and lambdas which initiates processing from activity state
Serverless application to monitor an AWS Batch architecture through dashboards.
AWS Blog post code for running feature-extraction on images using AWS Batch and Cloud Development Kit (CDK).
This repository contains a CDK project that deploys a fully automated language analysis pipeline.
LambdaCron - serverless cron tool
A simple demo of using Airflow to submit AWS Batch jobs
Executor plugin interfacing Covalent with AWS Batch
A project that demonstrates the use of AWS Batch to create IIIF tiles and manifests. It is used for VTDLP Derivative Service
Infrastructure template and Jupyter notebooks for running RoseTTAFold on AWS Batch.
An advanced yet simple system to run your background tasks and workflows
Run a Kedro project on AWS Batch
An app that summarizes daily AI/ML papers and delivers key insights using Graph RAG.
A multilayer LSTM network with MXNet.
Executor plugins interfacing Covalent with various AWS compute platforms
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