Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks".
Key parameters and specifications
Key parameters and specifications
Parameter
Value
Language
Python
Category
Model Development
Subcategory
Architecture
Stars
927
Forks
135
Contributors
1
Created date
2018-11-21
Updated date
2026-09-19
Stars in 1 day
0
Stars in 7 days
0
Rank
12,589
Previous rank
12,507
Rank change
-82
7-day stars rank
13,497
Previous 7-day stars rank
13,507
7-day stars rank change
10
Total stars rank
11,799
Previous total stars rank
11,782
Total stars rank change
-17
Country
China
README summary
Slimmable Networks An open source framework for slimmable training on tasks of ImageNet classification and COCO detection, which has enabled numerous projects. Slimmable Neural Networks ICLR 2019 Paper | OpenReview | Detection | Model Zoo Illustration of slimmable neural networks. The same model can run at different widths (number of active channels), permitting instant and adaptive accuracy-efficiency trade-offs. Universally Slimmable Networks and Improved Training Techniques ICCV 2019 Paper | Model Zoo Illustration of universally slimmable networks. The same model can run at
**arbitrary** widths. AutoSlim: Towards One-Shot Architecture Search for Channel Numbers NeurIPS 2019 Workshop Paper | Model Zoo AutoSlimming MobileNet v1, MobileNet v2, MNasNet and ResNet-50: the optimized number of channels under **each** computational budget (FLOPs). Slimmable Model Zoo **Slimmable Neural Networks** | Model | Switches (Widths) | Top-1 Err. 9 | 569M 325M 150M 41M | a6285db | | S-MobileNet v2 | 1. 3 | 301M 209M 97M 59M | 0593ffd | | S-ShuffleNet | 2. 8 | 524M 138M 38M | 1427f66 | | S-ResNet-50 | 1. 1G 278M | 3fca9cc | **Universally
slimmable networks and slimmable training is straightforward: Switchable batchnorm and slimmable layers are implemented in . Slimmable training is implemented in these lines in . 0 Attribution-NonCommercial International The software is for educaitonal and academic research purpose only.
Frequently asked questions
How many stars and forks are recorded?
JiahuiYu/slimmable_networks has 927 stars and 135 forks.
What is the repository rank?
JiahuiYu/slimmable_networks is ranked 12,589.
What language and category are recorded?
JiahuiYu/slimmable_networks has 927 stars, uses Python and belongs to Model Development.
Which repository is closest in rank?
JiahuiYu/slimmable_networks is compared with microsoft/tf-gnn-samples, ranked 12,588 with 928 stars.
README
Slimmable Networks
An open source framework for slimmable training on tasks of ImageNet classification and COCO detection, which has enabled numerous projects. 1, 2, 3
Illustration of slimmable neural networks. The same model can run at different widths (number of active channels), permitting instant and adaptive accuracy-efficiency trade-offs.
