openai / blocksparseLinks
Efficient GPU kernels for block-sparse matrix multiplication and convolution
☆1,062Updated 2 years ago
Alternatives and similar repositories for blocksparse
Users that are interested in blocksparse are comparing it to the libraries listed below
Sorting:
- ATen: A TENsor library for C++11☆705Updated 5 years ago
- Fast Block Sparse Matrices for Pytorch☆547Updated 4 years ago
- A GPipe implementation in PyTorch☆857Updated last year
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,459Updated this week
- Collective communications library with various primitives for multi-machine training.☆1,364Updated this week
- A domain specific language to express machine learning workloads.☆1,760Updated 2 years ago
- Block-sparse primitives for PyTorch☆160Updated 4 years ago
- Mesh TensorFlow: Model Parallelism Made Easier☆1,620Updated last year
- A GPU performance profiling tool for PyTorch models☆508Updated 4 years ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆730Updated 2 years ago
- ☆599Updated 7 years ago
- Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"☆1,590Updated 5 years ago
- Tutorial for building a custom CUDA function for Pytorch☆518Updated 6 years ago
- Open single and half precision gemm implementations☆392Updated 2 years ago
- PyTorch elastic training☆729Updated 3 years ago
- common in-memory tensor structure☆1,087Updated 2 weeks ago
- Guide for building custom op for TensorFlow☆382Updated 2 years ago
- A CUDNN minimal deep learning training code sample using LeNet.☆269Updated 2 years ago
- TVM integration into PyTorch☆454Updated 5 years ago
- C++ extensions in PyTorch☆1,152Updated 3 months ago
- Benchmarking Deep Learning operations on different hardware☆1,097Updated 4 years ago
- A performant and modular runtime for TensorFlow☆759Updated last month
- PyTorch layer-by-layer model profiler☆606Updated 4 years ago
- A library of GPU kernels for sparse matrix operations.☆275Updated 4 years ago
- Library for faster pinned CPU <-> GPU transfer in Pytorch☆685Updated 5 years ago
- A tensor-aware point-to-point communication primitive for machine learning☆274Updated 2 months ago
- ☆393Updated 2 years ago
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆988Updated this week
- A simple memory manager for CUDA designed to help Deep Learning frameworks manage memory☆298Updated 6 years ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆335Updated last year