The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
☆1,365Apr 14, 2025Updated last year
Alternatives and similar repositories for taco
Users that are interested in taco are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆145Mar 31, 2023Updated 3 years ago
- A polyhedral compiler for expressing fast and portable data parallel algorithms☆961Jul 21, 2026Updated 2 weeks ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,002Sep 19, 2024Updated last year
- a language for fast, portable data-parallel computation☆6,575Updated this week
- The Tensor Algebra SuperOptimizer for Deep Learning☆743Jan 26, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,771Oct 19, 2024Updated last year
- A domain specific language to express machine learning workloads.☆1,767Apr 28, 2023Updated 3 years ago
- A massively-parallel, block-sparse tensor framework written in C++☆323Jul 18, 2026Updated 3 weeks ago
- Open Machine Learning Compiler Framework☆13,660Updated this week
- Cyclops Tensor Framework: parallel arithmetic on multidimensional arrays☆216Jul 27, 2026Updated last week
- A lightweight high performance tensor algebra framework for modern C++☆843Jul 8, 2025Updated last year
- Library for specialized dense and sparse matrix operations, and deep learning primitives.☆973Updated this week
- Compiler for Neural Network hardware accelerators☆3,321May 11, 2024Updated 2 years ago
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,882Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- "Multi-Level Intermediate Representation" Compiler Infrastructure☆1,767Apr 22, 2021Updated 5 years ago
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆624Jun 19, 2025Updated last year
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,880Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆10,214Updated this week
- C++ tensors with broadcasting and lazy computing☆3,757Jul 15, 2026Updated 3 weeks ago
- High-performance automatic differentiation of LLVM and MLIR.☆1,670Updated this week
- ☆420Feb 24, 2026Updated 5 months ago
- High-Performance Tensor Transpose library☆205May 13, 2023Updated 3 years ago
- A code generator for array-based code on CPUs and GPUs☆635Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A language for computing on sparse systems☆459May 17, 2019Updated 7 years ago
- HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing (FPGA'19 Best Paper)☆338Apr 20, 2024Updated 2 years ago
- BLAS-like Library Instantiation Software Framework☆2,672Jul 10, 2026Updated 3 weeks ago
- nGraph has moved to OpenVINO☆1,344Oct 15, 2020Updated 5 years ago
- Programmable CUDA/C++ GPU Graph Analytics☆1,096Feb 28, 2026Updated 5 months ago
- Automatic Schedule Exploration and Optimization Framework for Tensor Computations☆184Apr 25, 2022Updated 4 years ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,579Updated this week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆1,039Updated this week
- The Legion Parallel Programming System☆767Jul 2, 2026Updated last month
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- An open-source efficient deep learning framework/compiler, written in python.☆744Sep 4, 2025Updated 11 months ago
- ☆1,649Sep 11, 2018Updated 7 years ago
- A library of GPU kernels for sparse matrix operations.☆289Nov 24, 2020Updated 5 years ago
- [ARCHIVED] Cooperative primitives for CUDA C++. See https://github.com/NVIDIA/cccl☆1,841Oct 9, 2023Updated 2 years ago
- Efficient GPU kernels for block-sparse matrix multiplication and convolution☆1,069Jun 8, 2023Updated 3 years ago
- A C++ library for efficient tensor network calculations☆404Apr 30, 2024Updated 2 years ago
- A language and compiler for irregular tensor programs.☆152Jul 16, 2026Updated 3 weeks ago