AKG (Auto Kernel Generator) is an optimizer for operators in Deep Learning Networks, which provides the ability to automatically fuse ops with specific patterns.
☆258Aug 7, 2026Updated this week
Alternatives and similar repositories for akg
Users that are interested in akg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MindSpore course☆62Feb 27, 2022Updated 4 years ago
- MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.☆4,700Jul 29, 2024Updated 2 years ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆125Oct 26, 2022Updated 3 years 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
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆931Dec 30, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Automatic Schedule Exploration and Optimization Framework for Tensor Computations☆184Apr 25, 2022Updated 4 years ago
- ☆193Mar 28, 2023Updated 3 years ago
- A model compilation solution for various hardware☆476Aug 20, 2025Updated 11 months ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆743Jan 26, 2023Updated 3 years ago
- Symbolic Expression and Statement Module for new DSLs☆207Oct 6, 2020Updated 5 years ago
- Bridging polyhedral analysis tools to the MLIR framework☆119Sep 9, 2023Updated 2 years ago
- A home for the final text of all TVM RFCs.☆111Sep 24, 2024Updated last year
- A language and compiler for irregular tensor programs.☆152Jul 16, 2026Updated 3 weeks ago
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆624Jun 19, 2025Updated last year
- 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.
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆534Jan 15, 2025Updated last year
- Pluto: An automatic polyhedral parallelizer and locality optimizer☆337May 6, 2026Updated 3 months ago
- ☆421Feb 24, 2026Updated 5 months ago
- ☆13Nov 25, 2019Updated 6 years ago
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,771Oct 19, 2024Updated last year
- Shared Middle-Layer for Triton Compilation☆341Dec 5, 2025Updated 8 months ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆126Jun 23, 2022Updated 4 years ago
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,880Updated this week
- Polyhedral Parallel Code Generation (source repository: http://repo.or.cz/ppcg.git)☆133Jul 22, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆749Updated this week
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆201Apr 27, 2022Updated 4 years ago
- ☆101Nov 4, 2022Updated 3 years ago
- heterogeneity-aware-lowering-and-optimization☆259Jan 20, 2024Updated 2 years ago
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆479Mar 15, 2024Updated 2 years ago
- An open-source efficient deep learning framework/compiler, written in python.☆744Sep 4, 2025Updated 11 months ago
- MegCC是一个运行时超轻量,高效,移植简单的深度学习模型编译器☆483Oct 23, 2024Updated last year
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆117Updated this week
- ☆249Jul 27, 2025Updated last year
- 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.
- HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing (FPGA'19 Best Paper)☆338Apr 20, 2024Updated 2 years ago
- HeteroHalide: From Image Processing DSL to Efficient FPGA Acceleration☆15Sep 14, 2020Updated 5 years ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆145Mar 31, 2023Updated 3 years ago
- A Easy-to-understand TensorOp Matmul Tutorial☆450Mar 5, 2026Updated 5 months ago
- Open Machine Learning Compiler Framework☆13,662Updated this week
- ☆43Apr 25, 2024Updated 2 years ago
- A library for syntactically rewriting Python programs, pronounced (sinner).☆66Feb 22, 2022Updated 4 years ago