GPU-FPGA-Recommendation-System

FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters

Stars

14

Forks

4

Language

C++

Last Updated

Dec 18, 2023

Similar Repos
Repo Language Stars Description Updated At
HTML 11 Large-Scale Graph Inference May 28, 2022
Python 116 Large-scale model inference. Aug 28, 2022
Python 9 Large-scale spatial inference with Tensorflow. Dec 17, 2021
Python 767 A framework for large scale recommendation algorithms. Oct 06, 2022
Python 365 Optimizing AlphaFold Training and Inference on GPU Clusters Aug 11, 2022
Shell 2 Simple large scale inference for 3d conv-nets Oct 09, 2021
Python 2 cw-nets: built for inference against large scale geotiffs Oct 21, 2019
R 10 :herb: :bread: Large scale ancestry inference from PCA data May 23, 2023
C++ 3 Large hybrid CPU/GPU sorting network using CUDA and MPI Jan 25, 2022
R 4 MC-CBN performs large-scale inference on conjunctive Bayesian networks Feb 05, 2022
C 6 Program for large scale parent pair inference (in salmon, etc.) Aug 02, 2022
Go 15 GPU analyzer for Kubernetes GPU clusters Sep 23, 2021
None 7 (CVPR 2023) Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur Apr 14, 2023
Cuda 359 MegBA: A GPU-Based Distributed Library for Large-Scale Bundle Adjustment Apr 25, 2023
Jupyter Notebook 2 Light-weighted neural network inference for object detection on small-scale FPGA board Jan 15, 2022
C++ 2 High-performance DLA implementation for growing large-scale clusters on 3D models Jan 28, 2023
Python 7 zol (& fai): large-scale targeted detection and evolutionary investigation of gene clusters. May 06, 2023
Verilog 5 Typhoon GPU on FPGA May 01, 2022
Jupyter Notebook 2 Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA Jul 20, 2022
Jupyter Notebook 734 Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA Apr 27, 2023
Jupyter Notebook 3 AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications Aug 21, 2023
Shell 836 Tools for building GPU clusters Aug 10, 2022
C++ 3 FPGA implementation of a GPU May 17, 2021
C 6 Large scale optimization Apr 24, 2022
JavaScript 11 Intel/Hybrid/NVIDIA GPU Switch and show GPU status Jun 04, 2022
Python 28 Recommendation algorithms for large graphs Apr 08, 2023
PHP 2 Hybrid Recommendation Engine for finding similar items Nov 04, 2020
Vue 275 Cruise Control Frontend (CCFE): Single Page Web Application to Manage Large Scale of Kafka Clusters Aug 09, 2022
Jupyter Notebook 7 An FPGA Accelerator for Transformer Inference Jun 13, 2022
None 2 Accelerating MSM Operations on GPU/FPGA Jun 29, 2022
C 44 FPGA GPU design for DE1-SoC Jul 31, 2022
R 3 A heuristic method for fast BCR clonal family inference from large-scale AIRR-seq data Mar 06, 2024
Python 28 Large Scale BERT Distillation Apr 22, 2022
Python 2 CURENT Large-Scale Testbed Apr 27, 2023
Python 9 Large Scale Search Index Jan 06, 2023
Python 109 Accelerating Inference for Recommendation Systems (WSDM'21) Apr 10, 2023
Python 38 A highly scalable, user-interactive tool for the large scale analysis of Biosynthetic Gene Clusters data Apr 19, 2023
C++ 3 An Optimized, Easy-to-use, Open-source GPU Solver for Large-scale Inverse Homogenization Problems Apr 24, 2023
None 2 An Optimized, Easy-to-use, Open-source GPU Solver for Large-scale Inverse Homogenization Problems Jul 16, 2023
Verilog 22 Centaur, a framework for hybrid CPU-FPGA databases May 25, 2022
Jupyter Notebook 225 1st Solution for 2019-CIKM-Analyticup: Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation May 11, 2023
Go 4 Manage large fleets of Kubernetes clusters Feb 14, 2022
Go 1181 Manage large fleets of Kubernetes clusters Aug 21, 2022
None 3 Manage large fleets of Kubernetes clusters Apr 08, 2021
Java 2 Scan for large clusters of entities Oct 07, 2021
Python 7 MISO: Exploiting Multi-Instance GPU Capability on Multi-Tenant GPU Clusters Apr 30, 2023
JavaScript 5 A gpu clusters status monitoring tool online. Nov 25, 2022
Go 46 ASIC/FPGA/GPU resistant CPU mining algorithm. Apr 26, 2023
Python 2 A toolkit to efficiently create large-scale, simulated Kubernetes clusters for testing and benchmarking applications using … Aug 22, 2023
None 32 An index of causal inference based recommendation algorithms. Apr 16, 2023