parasj / checkmate
Training neural networks in TensorFlow 2.0 with 5x less memory
☆131Updated 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☆126Updated 4 years ago
- System for automated integration of deep learning backends.☆48Updated 2 years ago
- ☆142Updated 3 months ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆135Updated 2 years ago
- A schedule language for large model training☆146Updated 10 months ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆121Updated 2 years ago
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆50Updated 9 months ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆197Updated 3 years ago
- Memory Optimizations for Deep Learning (ICML 2023)☆64Updated last year
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆132Updated last year
- ☆43Updated last year
- 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
- A library of GPU kernels for sparse matrix operations.☆264Updated 4 years ago
- CUDA templates for tile-sparse matrix multiplication based on CUTLASS.☆51Updated 7 years ago
- pytorch-profiler☆51Updated last year
- A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.☆102Updated this week
- ☆72Updated 4 years ago
- A library for syntactically rewriting Python programs, pronounced (sinner).☆69Updated 3 years ago
- ☆165Updated 10 months ago
- ☆79Updated 2 years ago
- ☆104Updated 8 months ago
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆76Updated 4 years ago
- A tensor-aware point-to-point communication primitive for machine learning☆257Updated 2 years ago
- Benchmark scripts for TVM☆74Updated 3 years ago
- FTPipe and related pipeline model parallelism research.☆41Updated last year
- extensible collectives library in triton☆86Updated last month
- This repository contains the results and code for the MLPerf™ Training v1.0 benchmark.☆38Updated last year
- DietCode Code Release☆63Updated 2 years ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆38Updated 2 years ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆84Updated last week