microsoft / TileFusion
TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.
☆84Updated this week
Alternatives and similar repositories for TileFusion:
Users that are interested in TileFusion are comparing it to the libraries listed below
- ☆78Updated 5 months ago
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆106Updated 9 months ago
- ☆57Updated last week
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆181Updated 3 months ago
- DeeperGEMM: crazy optimized version☆68Updated this week
- Framework to reduce autotune overhead to zero for well known deployments.☆68Updated 2 weeks ago
- extensible collectives library in triton☆85Updated last month
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆34Updated last week
- Standalone Flash Attention v2 kernel without libtorch dependency☆108Updated 7 months ago
- A lightweight design for computation-communication overlap.☆35Updated last week
- FractalTensor is a programming framework that introduces a novel approach to organizing data in deep neural networks (DNNs) as a list of …☆26Updated 4 months ago
- ☆68Updated last week
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆74Updated last month
- Artifacts of EVT ASPLOS'24☆24Updated last year
- ☆70Updated 4 months ago
- Implement Flash Attention using Cute.☆78Updated 4 months ago
- ☆19Updated 7 months ago
- Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.☆61Updated 7 months ago
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆50Updated 9 months ago
- ☆93Updated 7 months ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆91Updated this week
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆78Updated 5 months ago
- A language and compiler for irregular tensor programs.☆138Updated 5 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆87Updated this week
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆43Updated last month
- ☆66Updated 2 weeks ago
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆120Updated this week
- ☆104Updated last month
- Triton to TVM transpiler.☆19Updated 6 months ago
- GPTQ inference TVM kernel☆38Updated last year