Accelerating Recommender model training by leveraging popular choices -- VLDB 2022
☆30Sep 15, 2024Updated 2 years ago
Alternatives and similar repositories for Accelerating-RecSys-Training
Users that are interested in Accelerating-RecSys-Training are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Set of datasets for the deep learning recommendation model (DLRM).☆51Dec 21, 2022Updated 3 years ago
- Enabling pure data parallel training of DLRM via caching and prefetching☆17Oct 29, 2021Updated 4 years ago
- Sharing the codebase and steps for artifact evaluation for ISCA 2023 paper☆16Feb 20, 2024Updated 2 years ago
- [VLDB'23] A Skew-Resistant Index for Processing-in-Memory☆29Jan 5, 2026Updated 9 months ago
- ☆74Jan 23, 2021Updated 5 years 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.
- Graph accelerator on FPGAs and ASICs☆11Aug 16, 2018Updated 8 years ago
- This repo is to collect the state-of-the-art GNN hardware acceleration paper☆55Jun 8, 2021Updated 5 years ago
- ☆20Jun 1, 2023Updated 3 years ago
- Time-based Sequence Model for Personalization and Recommendation Systems☆48Aug 26, 2021Updated 5 years ago
- Code repository for the SOSP'25 paper DCP: Addressing Input Dynamism In Long-Context Training via Dynamic Context Parallelism.☆23Nov 28, 2025Updated 10 months ago
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆51May 23, 2023Updated 3 years ago
- ☆27Aug 19, 2022Updated 4 years ago
- MultiPIM: A Detailed and Configurable Multi-Stack Processing-In-Memory Simulator☆58Jun 12, 2021Updated 5 years ago
- ☆24Oct 15, 2021Updated 4 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.
- ☆116Jul 3, 2021Updated 5 years ago
- ☆31Feb 22, 2024Updated 2 years ago
- [NeurIPS 2022] DreamShard: Generalizable Embedding Table Placement for Recommender Systems☆28Mar 24, 2023Updated 3 years ago
- [KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systems☆22Mar 24, 2023Updated 3 years ago
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆43Jul 10, 2024Updated 2 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 3 years ago
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆30Feb 12, 2022Updated 4 years ago
- TLB Benchmarks☆35Sep 11, 2017Updated 9 years ago
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆14Jan 9, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization☆11Aug 12, 2020Updated 6 years ago
- http://vlsiarch.eecs.harvard.edu/research/recommendation/☆134Sep 15, 2022Updated 4 years ago
- A tracing tool to analyze the I/O behavior of a program.☆12Sep 25, 2019Updated 7 years ago
- ☆11Jan 11, 2024Updated 2 years ago
- ML Input Data Processing as a Service. This repository contains the source code for Cachew (built on top of TensorFlow).☆42Sep 10, 2024Updated 2 years ago
- ☆38Jan 15, 2021Updated 5 years ago
- CIFAR-10 image classification of imbalanced data using bottleneck features extracted from the autoencoder.☆10Sep 26, 2019Updated 7 years ago
- ☆32May 31, 2023Updated 3 years ago
- Massively parallel DBSCAN algorithm implemented in CUDA along with a KD-Tree for searching neighbors.☆13Sep 21, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆21Jun 4, 2023Updated 3 years ago
- QCRAFT AutoScheduler: a library that allows users to automatically schedule the execution of their own quantum circuits, improving effici…☆18Oct 28, 2025Updated 11 months ago
- We present a set of all-reduce compatible gradient compression algorithms which significantly reduce the communication overhead while mai…☆10Nov 14, 2021Updated 4 years ago
- ☆14Apr 6, 2025Updated last year
- Large scale graph learning on a single machine.☆170Feb 25, 2025Updated last year
- ☆12Aug 22, 2023Updated 3 years ago
- ATC23 AE☆45May 11, 2023Updated 3 years ago