An experimental technique for efficiently exploring neural architectures.
☆492Aug 19, 2017Updated 8 years ago
Alternatives and similar repositories for SMASH
Users that are interested in SMASH are comparing it to the libraries listed below
Sorting:
- TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"☆1,580Jun 18, 2019Updated 6 years ago
- Implementation of Progressive Neural Architecture Search in Keras and Tensorflow☆118Feb 11, 2019Updated 7 years ago
- Differentiable architecture search for convolutional and recurrent networks☆3,993Jan 3, 2021Updated 5 years ago
- PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"☆2,726Jul 6, 2023Updated 2 years ago
- 2.86% and 15.85% on CIFAR-10 and CIFAR-100☆297Oct 9, 2018Updated 7 years ago
- Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.☆111Jun 12, 2018Updated 7 years ago
- PyTorch implementation of PNASNet-5 on ImageNet☆320Aug 4, 2022Updated 3 years ago
- Neural Architecture Optimization☆284Jan 11, 2021Updated 5 years ago
- ☆58May 26, 2016Updated 9 years ago
- Pytorch implementation of "Forward Thinking: Building and Training Neural Networks One Layer at a Time"☆65Jun 14, 2017Updated 8 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆395Dec 14, 2020Updated 5 years ago
- Accelerate Neural Net Training by Progressively Freezing Layers☆212Aug 15, 2018Updated 7 years ago
- Tools for PyTorch☆224Aug 10, 2022Updated 3 years ago
- Training Very Deep Neural Networks Without Skip-Connections☆589Jun 9, 2018Updated 7 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated last year
- PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM☆1,264Feb 12, 2022Updated 4 years ago
- Implementation of "GANs for Biological Image Synthesis"☆95Nov 27, 2017Updated 8 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,588Apr 24, 2022Updated 3 years ago
- Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"☆181Jan 15, 2018Updated 8 years ago
- Support powerful visual logging in PyTorch.☆104Aug 18, 2017Updated 8 years ago
- Decoupled Neural Interfaces using Synthetic Gradients for PyTorch☆239Jan 12, 2019Updated 7 years ago
- Tutorials and implementations for "Self-normalizing networks"☆1,589Dec 9, 2025Updated 3 months ago
- Efficient Architecture Search by Network Transformation, in AAAI 2018☆167Jun 4, 2019Updated 6 years ago
- Code for "The Reversible Residual Network: Backpropagation Without Storing Activations"☆362Jun 19, 2018Updated 7 years ago
- Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020☆22Nov 15, 2020Updated 5 years ago
- Write PyTorch code at the level of individual examples, then run it efficiently on minibatches.☆485Feb 12, 2022Updated 4 years ago
- DeepArchitect: Automatically Designing and Training Deep Architectures☆145Oct 1, 2019Updated 6 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆364Feb 18, 2020Updated 6 years ago
- supercell☆192Oct 9, 2017Updated 8 years ago
- Code release for paper "Random Search and Reproducibility for NAS"☆167Jul 1, 2019Updated 6 years ago
- Malmo Collaborative AI Challenge - Team Pig Catcher☆66May 22, 2017Updated 8 years ago
- Pytorch implementation of bytenet from "Neural Machine Translation in Linear Time" paper☆46Dec 19, 2017Updated 8 years ago
- ☆92May 23, 2017Updated 8 years ago
- Inferring and Executing Programs for Visual Reasoning☆803Aug 30, 2021Updated 4 years ago
- Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)☆2,111Jan 4, 2022Updated 4 years ago
- PyTorch implementation of Value Iteration Networks (VIN): Clean, Simple and Modular. Visualization in Visdom.☆225Mar 29, 2017Updated 8 years ago
- ☆138Jul 18, 2017Updated 8 years ago
- Implements an infinite sum of poisson-weighted convolutions☆27Aug 22, 2018Updated 7 years ago
- FractalNet implementation in Keras: Ultra-Deep Neural Networks without Residuals☆157Sep 17, 2017Updated 8 years ago