UofT-EcoSystem / BPPSA-openLinks
The (open-source part of) code to reproduce "BPPSA: Scaling Back-propagation by Parallel Scan Algorithm".
☆12Updated 4 years ago
Alternatives and similar repositories for BPPSA-open
Users that are interested in BPPSA-open are comparing it to the libraries listed below
Sorting:
- Benchmark PyTorch Custom Operators☆14Updated 2 years ago
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Updated 2 years ago
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆23Updated 5 years ago
- ☆17Updated last month
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Updated 6 years ago
- ☆23Updated 3 months ago
- Code released to accompany the ISCA paper: "T4: Compiling Sequential Code for Effective Speculative Parallelization in Hardware"☆28Updated 3 years ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networks☆15Updated 5 years ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆24Updated 6 months ago
- ☆13Updated 2 years ago
- ☆21Updated 3 years ago
- ☆42Updated 2 years ago
- An Attention Superoptimizer☆22Updated 10 months ago
- ☆41Updated 5 years ago
- ☆92Updated 3 years ago
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated last year
- ☆14Updated 3 weeks ago
- GPU Performance Advisor☆65Updated 3 years ago
- Re-implementation of the TASO compiler using equality saturation☆136Updated 4 years ago
- ☆31Updated 3 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…☆59Updated 3 years ago
- A schedule language for large model training☆151Updated 3 months ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Updated last year
- ☆83Updated 2 years ago
- Distributed SDDMM Kernel☆11Updated 3 years ago
- TiledLower is a Dataflow Analysis and Codegen Framework written in Rust.☆14Updated last year
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76Updated 4 years ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆38Updated 8 months ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆141Updated 2 years ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆32Updated 9 months ago