SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization
☆11Aug 12, 2020Updated 5 years ago
Alternatives and similar repositories for SGQuant
Users that are interested in SGQuant are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Mar 14, 2023Updated 3 years ago
- PyTorch Codes for Haar Graph Pooling☆11Feb 16, 2023Updated 3 years ago
- NATSA is the first near-data-processing accelerator for time series analysis based on the Matrix Profile (SCRIMP) algorithm. NATSA exploi…☆16Jun 14, 2023Updated 2 years ago
- GNNear: Accelerating Full-Batch Training of Graph NeuralNetworks with Near-Memory Processing☆16Sep 15, 2022Updated 3 years ago
- [FPGA 2020] Open sourced implementation for the ACM/SIGDA FPGA '20 paper titled "GraphACT: Accelerating GCN Training on CPU-FPGA Heteroge…☆19Mar 6, 2021Updated 5 years ago
- including compiler to encode DGL GNN model to instructions, runtime software to transfer data and control the accelerator, and hardware v…☆14Nov 19, 2023Updated 2 years ago
- [HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design☆39Mar 30, 2022Updated 3 years ago
- Implementation of "Binary Graph Convolutional Network", CVPR 2021, and TPAMI 2024.☆26Apr 8, 2024Updated last year
- An Interpretable Self-Attention Network with block-attention and attention-attribution.☆12Sep 22, 2023Updated 2 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 2 years ago
- Implementation of paper "GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platform".☆12Jun 25, 2020Updated 5 years ago
- CIFAR-10 image classification of imbalanced data using bottleneck features extracted from the autoencoder.☆10Sep 26, 2019Updated 6 years ago
- Interpretable model of sub-cellular RNA localization.☆12Dec 19, 2022Updated 3 years 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
- python codes for iDNA-ABF: multi-scale deep biological language learning model for the accurate and interpretable prediction of DNA methy…☆15May 6, 2024Updated last year
- Rhetorical sentence classification using LLMs☆11Oct 26, 2025Updated 4 months ago
- ☆18Dec 5, 2024Updated last year
- Neural architecture search utilizes the evolution algorithm and the GNN predictor.☆10Jul 25, 2024Updated last year
- ☆14Dec 18, 2024Updated last year
- Automatic ReLU Reduction☆15Dec 20, 2023Updated 2 years ago
- ☆12Aug 22, 2023Updated 2 years ago
- Cell2location paper - Comprehensive mapping of tissue cell architecture via integrated single cell and spatial transcriptomics☆15Nov 26, 2022Updated 3 years ago
- GraphQL Rust resolvers + Deno Deploy = 🚀☆19Apr 27, 2023Updated 2 years ago
- ☆10May 16, 2020Updated 5 years ago
- docker:dind with NVIDIA GPU support via NVIDIA container toolkit☆13Mar 4, 2026Updated 2 weeks ago
- a demo for openmp , by Jidor☆13Mar 25, 2019Updated 6 years ago
- Joint text classification on multiple levels with multiple labels, using a multi-head attention mechanism to wire two prediction tasks to…☆16Oct 17, 2020Updated 5 years ago
- Code and data repository associated with the respiratory resistance sensitivity discrimination manuscript.☆10Nov 20, 2025Updated 4 months ago
- ☆17Jan 2, 2025Updated last year
- Explainable deep hypergraph learning modeling the peptide secondary structure prediction☆13Feb 27, 2023Updated 3 years ago
- Multi-Teacher Distillation for Protein embedding☆12May 31, 2024Updated last year
- ☆10Mar 19, 2020Updated 6 years ago
- Code for "Fusion Label Enhancement for Multi-Label Learning" in IJCAI-ECAI 2022.☆10Apr 4, 2023Updated 2 years ago
- ☆36Jun 29, 2022Updated 3 years ago
- MultiscaleGraphSignalTransforms.jl is a collection of software tools written in the Julia programming language for graph signal processin…☆12Mar 15, 2026Updated last week
- Code for "Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification", arXiv 2024☆14Jun 24, 2024Updated last year
- Official Pytorch implementation of TargetNet, Bioinformatics 2022☆14Apr 9, 2022Updated 3 years ago
- FSelector R package☆12Aug 22, 2023Updated 2 years ago
- ☆12Jun 21, 2025Updated 9 months ago