uiuc-arc / felixLinks
Optimize tensor program fast with Felix, a gradient descent autotuner.
☆27Updated last year
Alternatives and similar repositories for felix
Users that are interested in felix are comparing it to the libraries listed below
Sorting:
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆138Updated 2 years ago
- Triton to TVM transpiler.☆21Updated 9 months ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆37Updated 3 months ago
- FractalTensor is a programming framework that introduces a novel approach to organizing data in deep neural networks (DNNs) as a list of …☆27Updated 6 months ago
- TileFlow is a performance analysis tool based on Timeloop for fusion dataflows☆62Updated last year
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆113Updated 2 years ago
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆52Updated last year
- Artifacts of EVT ASPLOS'24☆26Updated last year
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆27Updated 5 months ago
- play gemm with tvm☆91Updated last year
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆52Updated last year
- ☆39Updated 5 years ago
- DietCode Code Release☆64Updated 2 years ago
- OSDI 2023 Welder, deeplearning compiler☆20Updated last year
- A language and compiler for irregular tensor programs.☆147Updated 7 months ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆90Updated 2 weeks ago
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆50Updated 11 months ago
- PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.☆110Updated 7 months ago
- ☆102Updated last year
- study of Ampere' Sparse Matmul☆18Updated 4 years ago
- An MLIR-based toy DL compiler for TVM Relay.☆58Updated 2 years ago
- ☆19Updated 9 months ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆121Updated 3 years ago
- The quantitative performance comparison among DL compilers on CNN models.☆74Updated 4 years ago
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆183Updated 5 months ago
- Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"☆25Updated 2 years ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆50Updated 3 months ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆89Updated 2 years ago
- ☆149Updated 11 months ago
- TiledKernel is a code generation library based on macro kernels and memory hierarchy graph data structure.☆19Updated last year