roastduck / FreeTensor
A language and compiler for irregular tensor programs.
☆138Updated 4 months ago
Alternatives and similar repositories for FreeTensor:
Users that are interested in FreeTensor are comparing it to the libraries listed below
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆180Updated 2 months ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆134Updated 2 years ago
- An extension library of WMMA API (Tensor Core API)☆95Updated 9 months ago
- Unified compiler/runtime for interfacing with PyTorch Dynamo.☆99Updated last month
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆50Updated 8 months ago
- ☆94Updated 11 months ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆119Updated 2 years ago
- Triton to TVM transpiler.☆19Updated 6 months ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆80Updated this week
- ☆97Updated last month
- play gemm with tvm☆90Updated last year
- TPP experimentation on MLIR for linear algebra☆127Updated this week
- ☆43Updated 4 years ago
- Shared Middle-Layer for Triton Compilation☆243Updated this week
- MLIR-based partitioning system☆80Updated this week
- CUDA Matrix Multiplication Optimization☆179Updated 8 months ago
- DietCode Code Release☆62Updated 2 years ago
- An experimental CPU backend for Triton (https//github.com/openai/triton)☆40Updated 3 weeks ago
- ☆50Updated last year
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆85Updated 2 years ago
- Standalone Flash Attention v2 kernel without libtorch dependency☆108Updated 7 months ago
- ☆76Updated 5 months ago
- Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.☆60Updated 7 months ago
- Artifacts of EVT ASPLOS'24☆23Updated last year
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆103Updated 9 months ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆33Updated 2 weeks ago
- IREE's PyTorch Frontend, based on Torch Dynamo.☆76Updated this week
- MatMul Performance Benchmarks for a Single CPU Core comparing both hand engineered and codegen kernels.☆130Updated last year
- Benchmark code for the "Online normalizer calculation for softmax" paper☆90Updated 6 years ago
- A lightweight, Pythonic, frontend for MLIR☆81Updated last year