SageMaker training implementation for computer vision to offload JPEG decoding and augmentations on GPUs using NVIDIA DALI — allowing you to compare and reduce training time by addressing CPU bottlenecks caused by increasing data pre-processing load. Performance bottlenecks identified with SageMaker Debugger.
☆21Jul 13, 2021Updated 4 years ago
Alternatives and similar repositories for sagemaker-cv-preprocessing-training-performance
Users that are interested in sagemaker-cv-preprocessing-training-performance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository shows how to train an object detection algorithm with Detectron2 on Amazon SageMaker☆29Sep 11, 2021Updated 4 years ago
- ☆14Dec 20, 2023Updated 2 years ago
- The source code including python files, config files, Dockerfile etc. for the SageMaker demo presented at the AWS London Summit 2018☆14Jun 26, 2018Updated 8 years ago
- Pickle decompiler plugin for Radare2☆18Aug 6, 2023Updated 2 years ago
- Examples showing use of NGC containers and models withing Amazon SageMaker☆17Oct 4, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Hosting code-server on Amazon SageMaker☆56Oct 7, 2023Updated 2 years ago
- ☆15Oct 8, 2023Updated 2 years ago
- ☆24Jan 13, 2025Updated last year
- Use the two different methods (deepspeed and SageMaker model parallelism library) to fine tune llama model on Sagemaker. Then deploy the …☆24Aug 1, 2023Updated 2 years ago
- A high performance data access library for machine learning tasks☆74Nov 24, 2023Updated 2 years ago
- This repository contains notebooks showing how to perform mixed precision training in tf.keras 2.0☆12Dec 15, 2019Updated 6 years ago
- Sagemaker Studio Docker UI Extension☆11Apr 17, 2024Updated 2 years ago
- In this repository, we will present techniques to detect covariate drift, and demonstrate how to incorporate your own custom drift detect…☆12May 26, 2021Updated 5 years ago
- Basic notebook checks. Do they run? Do they contain lint?☆17Sep 26, 2025Updated 9 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆28Oct 3, 2023Updated 2 years ago
- ☆15Mar 15, 2021Updated 5 years ago
- ☆29Sep 4, 2023Updated 2 years ago
- Multiple ML.NET approaches regarding the architecture/design of the code☆11Apr 6, 2019Updated 7 years ago
- In this repo, we show how to host two computer vision models trained using the TensorFlow framework under one SageMaker multi-model endpo…☆12Jun 8, 2021Updated 5 years ago
- Examples for TensorFlow Weight Normalization☆14Apr 19, 2019Updated 7 years ago
- Contains Python code for my Imbalanced-Classification training course!☆37Jan 6, 2021Updated 5 years ago
- Cool DIY robots for your amazing project☆12Oct 22, 2020Updated 5 years ago
- ☆12Dec 20, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- POC In a box guide material for Amazon Personalize☆35Sep 17, 2020Updated 5 years ago
- Have you ever dreamed of declaring the same function multiple times?☆12May 21, 2024Updated 2 years ago
- A rust implementation of Counterfacutual Regret Minimization☆10Nov 27, 2021Updated 4 years ago
- Low effort scraping Python's pickle format in Rust. It is to complete pickle parsing as BeautifulSoup was to complete HTML parsing.☆27May 25, 2024Updated 2 years ago
- Python implementations of counterfactual regret minimization exercises found here: http://modelai.gettysburg.edu/2013/cfr/☆10Apr 27, 2017Updated 9 years ago
- Implementation of Image Classification using Visual Transformers in Amazon SageMaker based on the ideas from research paper - Visual Tran…☆18Dec 28, 2020Updated 5 years ago
- A Stepfunctions driven workflow to use Amazon Rekognition to scan incoming images through a set of business rules and police apply polici…☆14Aug 22, 2018Updated 7 years ago
- An Online Algorithm for Constrained Face Clustering in Videos☆12Oct 7, 2018Updated 7 years ago
- A small library to help parse and manipulate ASP.NET QueryString parameters in C#☆10Jul 25, 2015Updated 10 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- R interface to TensorFlow 2.x SIG-Addons☆20Sep 19, 2023Updated 2 years ago
- A demo of using Amazon Forecast AI service to continuously training model and generating forecast as new data comes in. It will be easy t…☆13May 27, 2021Updated 5 years ago
- Port of Detectron2 to train/deploy model on Amazon Sagemaker☆16Mar 5, 2021Updated 5 years ago
- Machine learning strategy that trains the model using "everything and the kitchen sink": fundamentals, technical indicators, returns, pri…☆14Apr 23, 2024Updated 2 years ago
- Find people to follow☆10Mar 31, 2018Updated 8 years ago
- ☆46Aug 4, 2025Updated 10 months ago
- Python Swing Trading☆15Jan 23, 2019Updated 7 years ago