fuvty / DeSCo
The official implementation of WSDM'24 paper <DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting>
☆15Updated last year
Alternatives and similar repositories for DeSCo:
Users that are interested in DeSCo are comparing it to the libraries listed below
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆30Updated 3 weeks ago
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆25Updated 9 months ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆35Updated last week
- ☆107Updated 3 years ago
- [Mlsys'22] Understanding gnn computational graph: A coordinated computation, io, and memory perspective☆18Updated last year
- Code Repository of Evaluating Quantized Large Language Models☆119Updated 6 months ago
- Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…☆61Updated 2 years ago
- PyTorch-Based Fast and Efficient Processing for Various Machine Learning Applications with Diverse Sparsity☆107Updated last week
- The official code for DATE'23 paper <CLAP: Locality Aware and Parallel Triangle Counting with Content Addressable Memory>☆20Updated last month
- SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆28Updated 7 months ago
- Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"☆13Updated 8 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆45Updated 4 months ago
- This repo contains the code for studying the interplay between quantization and sparsity methods☆15Updated 3 weeks ago
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆16Updated 3 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆35Updated 9 months ago
- [ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Y…☆32Updated 2 years ago
- ☆39Updated 8 months ago
- ☆42Updated 2 years ago
- Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"☆24Updated 2 years ago
- ☆19Updated 3 years ago
- ICLR 2021☆47Updated 4 years ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆48Updated 2 years ago
- The official implementation of the DAC 2024 paper GQA-LUT☆14Updated 3 months ago
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆83Updated 6 months ago
- Code release for AdapMoE accepted by ICCAD 2024☆15Updated 2 weeks ago
- ☆46Updated 2 years ago
- A sparse attention kernel supporting mix sparse patterns☆168Updated last month
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆59Updated 5 months ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆41Updated last year
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆31Updated 3 months ago