peteryuX / pcdarts-tf2
PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.
☆27Updated last year
Alternatives and similar repositories for pcdarts-tf2:
Users that are interested in pcdarts-tf2 are comparing it to the libraries listed below
- Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"☆58Updated 4 years ago
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆77Updated 3 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆174Updated last year
- Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055☆83Updated 5 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆76Updated 3 years ago
- Pytorch implementation of SNAS☆75Updated 6 years ago
- ☆46Updated 5 years ago
- Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)☆166Updated 3 years ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆245Updated 3 years ago
- Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)☆33Updated 5 years ago
- Global Sparse Momentum SGD for pruning very deep neural networks☆43Updated 2 years ago
- [CVPR2020] CARS: Continuous Evolution for Efficient Neural Architecture Search☆104Updated 4 years ago
- [ICLR 2020] NAS evaluation is frustratingly hard☆149Updated last year
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆222Updated 4 years ago
- PyTorch implementation for GAL.☆55Updated 4 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆149Updated 4 years ago
- [CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning☆92Updated 2 years ago
- Tensorflow code for Differentiable architecture search☆72Updated 6 years ago
- PyTorch implementation of "Single-Path NAS: Device-Aware Efficient ConvNet Design"☆36Updated 2 years ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆104Updated 3 years ago
- Codes of Centripetal SGD☆63Updated 2 years ago
- Differentiable architecture search for convolutional and recurrent networks☆68Updated 5 years ago
- Neural architecture search(NAS)☆14Updated 5 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆294Updated 4 years ago
- ☆165Updated last year
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆436Updated 4 years ago
- Pytorch Implementation of Neural Architecture Optimization☆113Updated 3 years ago
- ☆262Updated 5 years ago
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆114Updated 4 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆157Updated 4 years ago