Kipok / understanding-momentumLinks
Code for the paper "Understanding the Role of Momentum in Stochastic Gradient Methods"
☆14Updated 5 years ago
Alternatives and similar repositories for understanding-momentum
Users that are interested in understanding-momentum are comparing it to the libraries listed below
Sorting:
- Implementation for <Neural Similarity Learning> in NeurIPS'19.☆33Updated 4 years ago
- SSL using PyTorch☆49Updated 5 years ago
- ☆23Updated 4 years ago
- Colab notebooks for d2l-book☆11Updated 5 years ago
- Partially Adaptive Momentum Estimation method in the paper "Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep …☆39Updated 2 years ago
- ☆13Updated 7 years ago
- Code for BlockSwap (ICLR 2020).☆33Updated 4 years ago
- A Keras inspired training utility for PyTorch☆38Updated 6 years ago
- Easy Multiprocessing for Python☆43Updated 4 years ago
- Exploiting Uncertainty of Loss Landscape for Stochastic Optimization☆15Updated 6 years ago
- A pytorch based classification experiments template☆46Updated 4 years ago
- A simple middleware to improving GPU utilization then speedup online inference.☆19Updated 4 years ago
- "Learning Rate Dropout" in PyTorch☆34Updated 5 years ago
- Meta-SGD Algorithms Implementation☆22Updated 11 months ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆17Updated 4 years ago
- ☆39Updated 6 years ago
- Reversible Recurrent Neural Network Pytorch Implementation☆21Updated 7 years ago
- NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for class imbalance).☆33Updated 5 years ago
- Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks☆18Updated 5 years ago
- Various implementations and experimentation for deep neural network model compression☆24Updated 6 years ago
- Official Pytorch Implementation for the paper 'SUPER-ADAM: Faster and Universal Framework of Adaptive Gradients'☆17Updated 3 years ago
- PyTorch Examples repo for "ReZero is All You Need: Fast Convergence at Large Depth"☆61Updated 11 months ago
- A pytorch implementation of Information Bottleneck GAN☆28Updated 6 years ago
- Reference implementation of the PAL optimizer☆20Updated 4 years ago
- ☆34Updated 6 years ago
- Implementation of Spectral Leakage and Rethinking the Kernel Size in CNNs in Pytorch☆14Updated 4 years ago
- Implementation of tools to control and monitor layer rotation in different DL libraries☆40Updated 5 years ago
- AdaX: Adaptive Gradient Descent with Exponential Long Term Momery☆34Updated 5 years ago
- Repository for the code of the paper "Neural Networks Regularization Through Class-wise Invariant Representation Learning".☆12Updated 7 years ago
- Code release for paper "A Modulation Module for Multi-task Learning with Applications in Image Retrieval"☆32Updated 6 years ago