The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
☆1,350Apr 14, 2025Updated 11 months ago
Alternatives and similar repositories for taco
Users that are interested in taco are comparing it to the libraries listed below
Sorting:
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆144Mar 31, 2023Updated 2 years ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,003Sep 19, 2024Updated last year
- A polyhedral compiler for expressing fast and portable data parallel algorithms☆956Nov 20, 2024Updated last year
- a language for fast, portable data-parallel computation☆6,601Updated this week
- The Tensor Algebra SuperOptimizer for Deep Learning☆740Jan 26, 2023Updated 3 years ago
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,733Oct 19, 2024Updated last year
- A domain specific language to express machine learning workloads.☆1,764Apr 28, 2023Updated 2 years ago
- A massively-parallel, block-sparse tensor framework written in C++☆314Updated this week
- A lightweight high performance tensor algebra framework for modern C++☆835Jul 8, 2025Updated 8 months ago
- Open Machine Learning Compiler Framework☆13,197Updated this week
- Cyclops Tensor Framework: parallel arithmetic on multidimensional arrays☆213Jun 11, 2025Updated 9 months ago
- Library for specialized dense and sparse matrix operations, and deep learning primitives.☆945Feb 14, 2026Updated last month
- Compiler for Neural Network hardware accelerators☆3,326May 11, 2024Updated last year
- "Multi-Level Intermediate Representation" Compiler Infrastructure☆1,765Apr 22, 2021Updated 4 years ago
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,661Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,442Updated this week
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆606Jun 19, 2025Updated 9 months ago
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,770Mar 13, 2026Updated last week
- C++ tensors with broadcasting and lazy computing☆3,712Jan 29, 2026Updated last month
- High-performance automatic differentiation of LLVM and MLIR.☆1,561Updated this week
- ☆423Feb 24, 2026Updated 3 weeks ago
- A language for computing on sparse systems☆458May 17, 2019Updated 6 years ago
- High-Performance Tensor Transpose library☆205May 13, 2023Updated 2 years ago
- HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing (FPGA'19 Best Paper)☆340Apr 20, 2024Updated last year
- A code generator for array-based code on CPUs and GPUs☆626Mar 12, 2026Updated last week
- BLAS-like Library Instantiation Software Framework☆2,613Nov 11, 2025Updated 4 months ago
- Automatic Schedule Exploration and Optimization Framework for Tensor Computations☆183Apr 25, 2022Updated 3 years ago
- nGraph has moved to OpenVINO☆1,341Oct 15, 2020Updated 5 years ago
- Programmable CUDA/C++ GPU Graph Analytics☆1,071Feb 28, 2026Updated 3 weeks ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,543Updated this week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆983Mar 13, 2026Updated last week
- The Legion Parallel Programming System☆752Dec 17, 2025Updated 3 months ago
- An open-source efficient deep learning framework/compiler, written in python.☆738Sep 4, 2025Updated 6 months ago
- ☆1,653Sep 11, 2018Updated 7 years ago
- A library of GPU kernels for sparse matrix operations.☆283Nov 24, 2020Updated 5 years ago
- [ARCHIVED] Cooperative primitives for CUDA C++. See https://github.com/NVIDIA/cccl☆1,821Oct 9, 2023Updated 2 years ago
- common in-memory tensor structure☆1,177Jan 26, 2026Updated last month
- Efficient GPU kernels for block-sparse matrix multiplication and convolution☆1,064Jun 8, 2023Updated 2 years ago
- Circuit IR Compilers and Tools☆2,065Updated this week