UofT-EcoSystem / BPPSA-open
The (open-source part of) code to reproduce "BPPSA: Scaling Back-propagation by Parallel Scan Algorithm".
☆13Updated 3 years ago
Alternatives and similar repositories for BPPSA-open:
Users that are interested in BPPSA-open are comparing it to the libraries listed below
- ☆23Updated 3 months ago
- ColTraIn HBFP Training Emulator☆16Updated 2 years ago
- Code released to accompany the ISCA paper: "T4: Compiling Sequential Code for Effective Speculative Parallelization in Hardware"☆28Updated 3 years ago
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆24Updated 4 years ago
- Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…☆61Updated 2 years ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networks☆14Updated 4 years ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆19Updated 3 weeks ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆135Updated last year
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆51Updated 7 months ago
- ☆44Updated last year
- Re-implementation of the TASO compiler using equality saturation☆124Updated 3 years ago
- ☆21Updated last year
- An IR for efficiently simulating distributed ML computation.☆28Updated last year
- Benchmark PyTorch Custom Operators☆13Updated last year
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 2 months ago
- Artifacts of EVT ASPLOS'24☆23Updated 11 months ago
- Code for paper "Design Principles for Sparse Matrix Multiplication on the GPU" accepted to Euro-Par 2018☆73Updated 4 years ago
- CUDA templates for tile-sparse matrix multiplication based on CUTLASS.☆50Updated 7 years ago
- Multi-GPU dynamic scheduler using PGAS style cross-GPU communication☆28Updated last year
- The quantitative performance comparison among DL compilers on CNN models.☆75Updated 4 years ago
- An optimizing compiler for decision tree ensemble inference.☆17Updated this week
- DietCode Code Release☆61Updated 2 years ago
- ☆13Updated 3 years ago
- ☆75Updated 2 years ago
- ☆30Updated 2 years ago
- Implementation of TSM2L and TSM2R -- High-Performance Tall-and-Skinny Matrix-Matrix Multiplication Algorithms for CUDA☆32Updated 4 years ago
- ☆89Updated 10 months ago
- Optimize tensor program fast with Felix, a gradient descent autotuner.☆24Updated 10 months ago
- MLIR-based partitioning system☆67Updated this week
- TiledKernel is a code generation library based on macro kernels and memory hierarchy graph data structure.☆19Updated 9 months ago