A memory efficient DLRM training solution using ColossalAI
☆108Nov 22, 2022Updated 3 years ago
Alternatives and similar repositories for CachedEmbedding
Users that are interested in CachedEmbedding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Elixir: Train a Large Language Model on a Small GPU Cluster☆16Jun 8, 2023Updated 3 years ago
- PSTensor provides a way to hack the memory management of tensors in TensorFlow and PyTorch by defining your own C++ Tensor Class.☆10Feb 10, 2022Updated 4 years ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆124Nov 27, 2024Updated last year
- Artifact of ASPLOS'23 paper entitled: GRACE: A Scalable Graph-Based Approach to Accelerating Recommendation Model Inference☆19Mar 5, 2023Updated 3 years ago
- GPT Demo with hybrid distributed training☆10Dec 1, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Performance benchmarking with ColossalAI☆39Jul 6, 2022Updated 4 years ago
- Depict GPU memory footprint during DNN training of PyTorch☆11Nov 17, 2022Updated 3 years ago
- ☆31Feb 22, 2024Updated 2 years ago
- Large-scale model inference.☆629Sep 12, 2023Updated 2 years ago
- Poise source code repo☆12Aug 12, 2020Updated 5 years ago
- ☆18Nov 1, 2021Updated 4 years ago
- Scalable PaLM implementation of PyTorch☆190Dec 19, 2022Updated 3 years ago
- Examples of training models with hybrid parallelism using ColossalAI☆339Mar 23, 2023Updated 3 years ago
- Torch Distributed Experimental☆117Aug 5, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A collection of models built with ColossalAI☆33Nov 22, 2022Updated 3 years ago
- A Web-Based Visualization Tool for Biclustering of Multivariate Time Series☆10Feb 17, 2023Updated 3 years ago
- HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…☆208May 22, 2026Updated last month
- HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training☆1,067Mar 12, 2026Updated 4 months ago
- Sharing the codebase and steps for artifact evaluation for ISCA 2023 paper☆16Feb 20, 2024Updated 2 years ago
- ☆22Nov 20, 2020Updated 5 years ago
- Accelerating Recommender model training by leveraging popular choices -- VLDB 2022☆31Sep 15, 2024Updated last year
- http://vlsiarch.eecs.harvard.edu/research/recommendation/☆134Sep 15, 2022Updated 3 years ago
- High performance distributed framework for training deep learning recommendation models based on PyTorch.☆414Updated this week
- 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.
- Sky Computing: Accelerating Geo-distributed Computing in Federated Learning☆90Nov 22, 2022Updated 3 years ago
- A simple demonstration of how PyTorch autograd works☆16Sep 23, 2021Updated 4 years ago
- Set of datasets for the deep learning recommendation model (DLRM).☆51Dec 21, 2022Updated 3 years ago
- [ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Y…☆34Mar 15, 2023Updated 3 years ago
- Manages vllm-nccl dependency☆18Jun 3, 2024Updated 2 years ago
- Implementation of AAAI 2022 Paper: Go wider instead of deeper☆32Oct 27, 2022Updated 3 years ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Dec 26, 2023Updated 2 years ago
- Containerization and deployment scripts for remote-index-server and workflows to generate monolithic index for github.com/llvm/llvm-proje…☆25Updated this week
- WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.☆17Aug 4, 2022Updated 3 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.
- Pytorch domain library for recommendation systems☆2,585Updated this week
- Code for paper "Engineering a High-Performance GPU B-Tree" accepted to PPoPP 2019☆57Jun 27, 2022Updated 4 years ago
- PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.☆304Aug 17, 2023Updated 2 years ago
- End to End steps for adding custom ops in PyTorch.☆24Aug 20, 2020Updated 5 years ago
- Visualize the Expert Parallelism Load Balancer☆19Mar 15, 2025Updated last year
- ☆30Sep 4, 2023Updated 2 years ago
- A parameter server implement with MPI.☆11Nov 15, 2017Updated 8 years ago