ucb-bar / autocompLinks
Autocomp: AI-Driven Code Optimizer for Tensor Accelerators
☆70Updated last week
Alternatives and similar repositories for autocomp
Users that are interested in autocomp are comparing it to the libraries listed below
Sorting:
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Updated 2 years ago
- A unified programming framework for high and portable performance across FPGAs and GPUs☆11Updated 10 months ago
- Torch2Chip (MLSys, 2024)☆55Updated 10 months ago
- ☆14Updated 4 years ago
- Multi-target compiler for Sum-Product Networks, based on MLIR and LLVM.☆25Updated last year
- Differentiable Combinatorial Scheduling at Scale (ICML'24). Mingju Liu, Yingjie Li, Jiaqi Yin, Zhiru Zhang, Cunxi Yu.☆22Updated last year
- ☆13Updated 2 years ago
- ☆22Updated 11 months ago
- FRAME: Fast Roofline Analytical Modeling and Estimation☆39Updated 2 years ago
- HeteroHalide: From Image Processing DSL to Efficient FPGA Acceleration☆15Updated 5 years ago
- A novel spatial accelerator for horizontal diffusion weather stencil computation, as described in ICS 2023 paper by Singh et al. (https:/…☆22Updated 2 years ago
- EQueue Dialect☆42Updated 4 years ago
- UniSparse: An Intermediate Language for General Sparse Format Customization (OOPSLA'24)☆33Updated last year
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆106Updated 7 months ago
- TVM for Tenstorrent ASICs☆28Updated 5 months ago
- Buda Compiler Backend for Tenstorrent devices☆30Updated 10 months ago
- 📥 🎯 (1,4/4) an MLIR-based toolchain with Vitis HLS LLVM input/output targeting FPGAs.☆15Updated 3 years ago
- This repository contains companion software for the Colfax Research paper "Categorical Foundations for CuTe Layouts".☆103Updated 4 months ago
- ☆41Updated 4 months ago
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Updated 6 years ago
- TileFlow is a performance analysis tool based on Timeloop for fusion dataflows☆66Updated last year
- Benchmark PyTorch Custom Operators☆14Updated 2 years ago
- Artifacts of EVT ASPLOS'24☆28Updated last year
- A PIM instrumentation, compilation, execution, simulation, and evaluation repository for BLIMP-style architectures.☆18Updated 3 years ago
- SparseP is the first open-source Sparse Matrix Vector Multiplication (SpMV) software package for real-world Processing-In-Memory (PIM) ar…☆77Updated 3 years ago
- Machine-Learning Accelerator System Exploration Tools☆198Updated this week
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆142Updated 2 years ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆39Updated 10 months ago
- DOSA: Differentiable Model-Based One-Loop Search for DNN Accelerators☆18Updated last year
- ☆123Updated this week