xxyux / SpInfer
SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs
☆44Updated last month
Alternatives and similar repositories for SpInfer
Users that are interested in SpInfer are comparing it to the libraries listed below
Sorting:
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆34Updated 3 weeks ago
- ☆68Updated 3 weeks ago
- ☆58Updated 3 weeks ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆50Updated 11 months ago
- ☆19Updated 7 months ago
- Artifacts of EVT ASPLOS'24☆24Updated last year
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆65Updated 9 months ago
- Implement Flash Attention using Cute.☆82Updated 4 months ago
- ☆55Updated last year
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆51Updated last year
- ☆70Updated 3 months ago
- ☆54Updated last year
- ☆17Updated last month
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆88Updated 2 years ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆35Updated last month
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆38Updated 4 months ago
- ☆39Updated 11 months ago
- A practical way of learning Swizzle☆19Updated 3 months ago
- ☆31Updated 10 months ago
- ☆144Updated 9 months ago
- Tutorials of Extending and importing TVM with CMAKE Include dependency.☆13Updated 7 months ago
- ThrillerFlow is a Dataflow Analysis and Codegen Framework written in Rust.☆14Updated 5 months ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆25Updated 3 months ago
- study of Ampere' Sparse Matmul☆18Updated 4 years ago
- A lightweight design for computation-communication overlap.☆113Updated last week
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆85Updated this week
- Quantized Attention on GPU☆45Updated 5 months ago
- DeeperGEMM: crazy optimized version☆69Updated last week
- play gemm with tvm☆91Updated last year
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆76Updated this week