microsoft / SparTALinks
☆150Updated last year
Alternatives and similar repositories for SparTA
Users that are interested in SparTA are comparing it to the libraries listed below
Sorting:
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆216Updated last year
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆52Updated last year
- A lightweight design for computation-communication overlap.☆154Updated last month
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆137Updated 2 years ago
- ☆64Updated last year
- nnScaler: Compiling DNN models for Parallel Training☆114Updated this week
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆56Updated last week
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆89Updated 2 years ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆50Updated 4 months ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆67Updated 4 months ago
- play gemm with tvm☆91Updated 2 years ago
- This repository contains integer operators on GPUs for PyTorch.☆208Updated last year
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆260Updated 2 weeks ago
- LLM Inference analyzer for different hardware platforms☆80Updated 3 weeks ago
- ☆96Updated 10 months ago
- ☆75Updated 4 years ago
- ☆227Updated last year
- ☆80Updated 2 years ago
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆113Updated last year
- Complete GPU residency for ML.☆37Updated this week
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆50Updated last year
- ☆49Updated last year
- ☆109Updated 8 months ago
- ☆16Updated 2 years ago
- Implement Flash Attention using Cute.☆92Updated 7 months ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆42Updated 7 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆106Updated 2 months ago
- ☆65Updated last year
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆183Updated 6 months ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆38Updated 4 months ago