Qualcomm-AI-research / dynamic-sparsityLinks
☆13Updated 6 months ago
Alternatives and similar repositories for dynamic-sparsity
Users that are interested in dynamic-sparsity are comparing it to the libraries listed below
Sorting:
- ☆10Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆57Updated 6 months ago
- ☆15Updated last year
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆47Updated last month
- The official implementation of the DAC 2024 paper GQA-LUT☆20Updated 9 months ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆97Updated 3 months ago
- A curated list for Efficient Large Language Models☆11Updated last year
- ☆151Updated last year
- ☆41Updated last year
- Framework to reduce autotune overhead to zero for well known deployments.☆82Updated last week
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆53Updated last year
- Complete GPU residency for ML.☆44Updated this week
- ☆15Updated 2 years ago
- ☆23Updated last month
- ☆52Updated last year
- Torch2Chip (MLSys, 2024)☆54Updated 5 months ago
- ☆29Updated last year
- Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…☆59Updated 2 years ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆31Updated 7 months ago
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆27Updated last year
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆138Updated 2 years ago
- ☆28Updated 2 months ago
- Artifacts of EVT ASPLOS'24☆26Updated last year
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆33Updated last year
- ☆25Updated 2 years ago
- ☆71Updated last year
- FRAME: Fast Roofline Analytical Modeling and Estimation☆38Updated last year
- Modified version of PyTorch able to work with changes to GPGPU-Sim☆56Updated 2 years ago
- This repository contains companion software for the Colfax Research paper "Categorical Foundations for CuTe Layouts".☆29Updated this week
- GPTQ inference TVM kernel☆40Updated last year