ptillet / torch-blocksparse
Block-sparse primitives for PyTorch
☆148Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for torch-blocksparse
- Butterfly matrix multiplication in PyTorch☆164Updated last year
- Low Precision Arithmetic Simulation in PyTorch☆264Updated 5 months ago
- Implementation of a Transformer, but completely in Triton☆248Updated 2 years ago
- PyTorch implementation of L2L execution algorithm☆106Updated last year
- Research and development for optimizing transformers☆124Updated 3 years ago
- CUDA templates for tile-sparse matrix multiplication based on CUTLASS.☆49Updated 6 years ago
- Customized matrix multiplication kernels☆53Updated 2 years ago
- ☆192Updated last year
- Training neural networks in TensorFlow 2.0 with 5x less memory☆128Updated 2 years ago
- Fast Block Sparse Matrices for Pytorch☆545Updated 3 years ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆328Updated 3 months ago
- ☆147Updated 4 months ago
- A library of GPU kernels for sparse matrix operations.☆246Updated 3 years ago
- MONeT framework for reducing memory consumption of DNN training☆173Updated 3 years ago
- Structured matrices for compressing neural networks☆67Updated last year
- Programmable Neural Network Compression☆146Updated 2 years ago
- Code for paper "SWALP: Stochastic Weight Averaging forLow-Precision Training".☆62Updated 5 years ago
- End-to-end training of sparse deep neural networks with little-to-no performance loss.☆317Updated last year
- Slicing a PyTorch Tensor Into Parallel Shards☆296Updated 3 years ago
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆99Updated 3 years ago
- [Prototype] Tools for the concurrent manipulation of variably sized Tensors.☆253Updated last year
- CUDA kernels for generalized matrix-multiplication in PyTorch☆79Updated 3 years ago
- pytorch-profiler☆49Updated last year
- Distributed K-FAC Preconditioner for PyTorch☆80Updated this week
- ☆143Updated last year
- A Re-implementation of Fixed-update Initialization☆151Updated 5 years ago
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆129Updated last year
- [JMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion☆40Updated 3 years ago
- This is a Tensor Train based compression library to compress sparse embedding tables used in large-scale machine learning models such as …☆192Updated 2 years ago
- Memory Optimizations for Deep Learning (ICML 2023)☆59Updated 7 months ago