A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster
☆160Apr 20, 2024Updated last year
Alternatives and similar repositories for HybridBackend
Users that are interested in HybridBackend are comparing it to the libraries listed below
Sorting:
- DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foun…☆1,170Jan 21, 2025Updated last year
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆271Mar 31, 2023Updated 2 years ago
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆921Dec 30, 2024Updated last year
- TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.☆98Apr 22, 2023Updated 2 years ago
- HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training☆1,052Mar 12, 2026Updated last week
- HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…☆197Feb 27, 2026Updated 3 weeks ago
- a TensorFlow-based distributed training framework optimized for large-scale sparse data.☆333Dec 23, 2025Updated 2 months ago
- Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.☆635Sep 4, 2025Updated 6 months ago
- High performance distributed framework for training deep learning recommendation models based on PyTorch.☆411Jun 14, 2025Updated 9 months ago
- ☆223Jun 15, 2023Updated 2 years ago
- DeepRec Extension is an easy-to-use, stable and efficient large-scale distributed training system based on DeepRec.☆12May 17, 2024Updated last year
- A high-performance serving system for DeepRec based on TensorFlow Serving.☆19Nov 15, 2023Updated 2 years ago
- Depict GPU memory footprint during DNN training of PyTorch☆11Nov 17, 2022Updated 3 years ago
- A high performance and generic framework for distributed DNN training☆3,718Oct 3, 2023Updated 2 years ago
- An industrial deep learning framework for high-dimension sparse data☆4,308Sep 25, 2024Updated last year
- Pytorch domain library for recommendation systems☆2,490Updated this week
- GPU-scheduler-for-deep-learning☆209Nov 5, 2020Updated 5 years ago
- A TensorFlow Extension: GPU performance tools for TensorFlow.☆26Jul 27, 2023Updated 2 years ago
- A lightweight parameter server interface☆1,561Mar 2, 2026Updated 2 weeks ago
- embedx 是基于 c++ 开发的、完全自研的分布式 embedding 训练和推理框架。它目前支持 图模型、深度排序、召回模型和图与排序、图与召回的联合训练模型等☆314May 27, 2024Updated last year
- Run your deep learning workloads on Kubernetes more easily and efficiently.☆531Mar 4, 2024Updated 2 years ago
- ☆41Sep 25, 2021Updated 4 years ago
- ☆23Apr 25, 2023Updated 2 years ago
- tensorflow源码阅读笔记☆191Sep 18, 2018Updated 7 years ago
- GLake: optimizing GPU memory management and IO transmission.☆498Mar 24, 2025Updated 11 months ago
- ☆33Jun 6, 2023Updated 2 years ago
- distributed-embeddings is a library for building large embedding based models in Tensorflow 2.☆47Oct 17, 2023Updated 2 years ago
- A recommendation model kernel optimizing system☆12Jun 5, 2025Updated 9 months ago
- Simple Distributed Deep Learning on TensorFlow☆134Feb 5, 2026Updated last month
- Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.☆223Mar 14, 2018Updated 8 years ago
- RDMA and SHARP plugins for nccl library☆224Jan 12, 2026Updated 2 months ago
- deepx_core是一个专注于张量计算/深度学习的基础库☆382Apr 15, 2025Updated 11 months ago
- A framework for large scale recommendation algorithms.☆2,292Dec 19, 2025Updated 3 months ago
- ☆105Sep 9, 2024Updated last year
- Large batch training of CTR models based on DeepCTR with CowClip.☆174Feb 8, 2023Updated 3 years ago
- Efficient Neural Interaction Functions Search for Collaborative Filtering☆18Feb 15, 2020Updated 6 years ago
- Bagua Speeds up PyTorch☆884Aug 1, 2024Updated last year
- ☆128Jul 6, 2021Updated 4 years ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,543Updated this week