A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture
☆519Jan 15, 2025Updated last year
Alternatives and similar repositories for compiler-and-arch
Users that are interested in compiler-and-arch are comparing it to the libraries listed below
Sorting:
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆121Oct 26, 2022Updated 3 years ago
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,733Oct 19, 2024Updated last year
- A Easy-to-understand TensorOp Matmul Tutorial☆410Feb 11, 2026Updated 3 weeks ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆125Jun 23, 2022Updated 3 years ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆143Mar 31, 2023Updated 2 years ago
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆695Updated this week
- compiler learning resources collect.☆2,684Mar 19, 2025Updated 11 months ago
- A schedule language for large model training☆152Aug 21, 2025Updated 6 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆56May 29, 2024Updated last year
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,655Jan 21, 2026Updated last month
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆194Jan 28, 2025Updated last year
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆199Apr 27, 2022Updated 3 years ago
- Hands-On Practical MLIR Tutorial☆723Oct 20, 2023Updated 2 years ago
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆751Aug 6, 2025Updated 6 months ago
- The Next-gen Language & Compiler Powering Efficient Hardware Design☆36Jan 16, 2025Updated last year
- Berkeley's Spatial Array Generator☆1,225Updated this week
- Shared Middle-Layer for Triton Compilation☆329Dec 5, 2025Updated 2 months ago
- ☆95Nov 4, 2022Updated 3 years ago
- A model compilation solution for various hardware☆464Aug 20, 2025Updated 6 months ago
- play gemm with tvm☆92Jul 22, 2023Updated 2 years ago
- Yet another toy CPU.☆93Dec 10, 2023Updated 2 years ago
- ☆262Jul 11, 2024Updated last year
- An open-source efficient deep learning framework/compiler, written in python.☆737Sep 4, 2025Updated 6 months ago
- A language and compiler for irregular tensor programs.☆152Nov 29, 2024Updated last year
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,006Sep 19, 2024Updated last year
- Automatic Schedule Exploration and Optimization Framework for Tensor Computations☆182Apr 25, 2022Updated 3 years ago
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆2,145Feb 23, 2026Updated last week
- Timeloop performs modeling, mapping and code-generation for tensor algebra workloads on various accelerator architectures.☆459Feb 19, 2026Updated last week
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆50Jul 23, 2024Updated last year
- ☆88May 31, 2025Updated 9 months ago
- ☆657Jan 13, 2021Updated 5 years ago
- Artifacts of EVT ASPLOS'24☆29Mar 6, 2024Updated last year
- Bridging polyhedral analysis tools to the MLIR framework☆119Sep 9, 2023Updated 2 years ago
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆605Jun 19, 2025Updated 8 months ago
- Allo Accelerator Design and Programming Framework (PLDI'24)☆352Feb 8, 2026Updated 3 weeks ago
- ☆224Oct 24, 2025Updated 4 months ago
- An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation…☆87Apr 28, 2024Updated last year
- ☆84Dec 2, 2022Updated 3 years ago
- A group of students who are interested in Compilers, and they want to improve themselves together.☆25Aug 23, 2022Updated 3 years ago