parasj / checkmate
Training neural networks in TensorFlow 2.0 with 5x less memory
☆130Updated 3 years ago
Alternatives and similar repositories for checkmate:
Users that are interested in checkmate are comparing it to the libraries listed below
- Research and development for optimizing transformers☆125Updated 4 years ago
- CUDA templates for tile-sparse matrix multiplication based on CUTLASS.☆51Updated 7 years ago
- System for automated integration of deep learning backends.☆47Updated 2 years ago
- Memory Optimizations for Deep Learning (ICML 2023)☆62Updated last year
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆135Updated 2 years ago
- ☆43Updated last year
- ☆141Updated 2 months ago
- FTPipe and related pipeline model parallelism research.☆41Updated last year
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆119Updated 2 years ago
- A library of GPU kernels for sparse matrix operations.☆262Updated 4 years ago
- This repository contains the results and code for the MLPerf™ Training v1.0 benchmark.☆38Updated last year
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆197Updated 2 years ago
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆105Updated 9 months ago
- Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …☆65Updated 3 years ago
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆132Updated last year
- ☆72Updated 3 years ago
- A schedule language for large model training☆145Updated 10 months ago
- ☆94Updated 11 months ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆38Updated 2 years ago
- ☆103Updated 7 months ago
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆50Updated 8 months ago
- ☆23Updated 4 months ago
- ☆78Updated 2 years ago
- ☆91Updated 2 years ago
- A self-contained version of the tutorial which can be easily cloned and viewed by others.☆24Updated 5 years ago
- extensible collectives library in triton☆85Updated 2 weeks ago
- Benchmark scripts for TVM☆74Updated 3 years ago
- Automatic Schedule Exploration and Optimization Framework for Tensor Computations☆176Updated 2 years ago
- DietCode Code Release☆63Updated 2 years ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆80Updated last week