inplace_abn
by mapillary
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
AI summary
Memory optimizer
An optimization technique to reduce memory usage in deep neural networks during training
- stars
- 1.3K
- forks
- 187
- watching
- 39
Similar projects
Found by comparing what the projects do, not just their names.
Memory optimizer
A tool for optimizing deep learning models to reduce memory usage without sacrificing performance
Memory Optimizer
An optimization library for reducing memory usage in PyTorch neural networks
Memory optimizer for deep learning models
A lightweight wrapper around PyTorch to prevent CUDA out-of-memory errors and optimize model execution
Inference optimizer
A deep learning method for optimizing convolutional neural networks by reducing computational cost while improving regularization and inference efficiency.
brml/climin181
Optimizer
A Python package for gradient-based function optimization in machine learning
Model optimizer
Enables the creation of smaller neural network models through efficient pruning and quantization techniques
Neural network optimizer
An implementation of an optimization algorithm for training neural networks in machine learning environments.
AutoML pipeline tool
Automated machine learning tool for tabular data pipelines
Memory optimizer
A JAX transform that simplifies the training of large language models by reducing memory usage through low-rank adaptation.
Graph Neural Network Optimizer
Analyzes and optimizes the performance of graph neural networks using gradient boosting and various aggregation models.
Memory optimizer
A programming language designed to optimize memory usage through long-term storage of data
Neural architecture optimizer
An implementation of DARTS, a method for automatically designing neural network architectures.
Optimization layer
A PyTorch module that adds differentiable optimization as a layer to neural networks
Optimiser
An optimisation method that minimises the difference between FEA output and data in Abaqus models
Cell selection optimizer
A reinforcement learning-based system for optimizing multi-cell selection in wireless networks
