uiuc-arc / felixLinks
Optimize tensor program fast with Felix, a gradient descent autotuner.
☆29Updated last year
Alternatives and similar repositories for felix
Users that are interested in felix are comparing it to the libraries listed below
Sorting:
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆40Updated 9 months ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆141Updated 2 years ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆120Updated 3 years ago
- Artifacts of EVT ASPLOS'24☆28Updated last year
- play gemm with tvm☆93Updated 2 years ago
- TileFlow is a performance analysis tool based on Timeloop for fusion dataflows☆66Updated last year
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆56Updated last year
- OSDI 2023 Welder, deeplearning compiler☆31Updated 2 years ago
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆56Updated 2 years ago
- Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"☆25Updated 2 years ago
- Triton to TVM transpiler.☆22Updated last year
- Benchmark Framework for Buddy Projects☆55Updated 2 months ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆91Updated 3 years ago
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆51Updated last year
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆191Updated 11 months ago
- ☆164Updated last year
- ☆40Updated 5 years ago
- DietCode Code Release☆65Updated 3 years ago
- FractalTensor is a programming framework that introduces a novel approach to organizing data in deep neural networks (DNNs) as a list of …☆31Updated last year
- Automatic Schedule Exploration and Optimization Framework for Tensor Computations☆183Updated 3 years ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆104Updated 6 months ago
- study of Ampere' Sparse Matmul☆18Updated 5 years ago
- ☆19Updated last year
- ☆17Updated 10 months ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆59Updated 9 months ago
- ☆110Updated last year
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆122Updated 3 years ago
- ☆24Updated 2 years ago
- ☆94Updated 3 years ago
- A Winograd Minimal Filter Implementation in CUDA☆28Updated 4 years ago