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This project forked from leaderj1001/bag-of-mlp
Bag of MLP
License: MIT License
bag-of-mlp's Introduction
Bag-of-MLP
Reference
- MLP-Mixer: An all-MLP Architecture for Vision, MLPMixer
- Organization: Google Research, Brain Team
- ResMLP: Feedforward networks for image classification with data-efficient training, ResMLP
- Organization: Facebook AI, Sorbonne University, Inria
- gMLP: Pay Attention to MLPs, gMLP
- Organization: Google Research, Brain Team
Summary
- ResMLP
- gMLP
Experiments
| Model |
Dataset |
# of layers |
Patch |
Hidden |
Params (M) |
Acc (%) |
| ResNet50 baseline (ref) |
CIFAR10 |
|
|
|
23.5M |
93.62 % |
| MLPMixer (S/32) |
CIFAR10 |
8 |
32 |
512 |
18.4M |
wip |
| ResMLP |
CIFAR10 |
12 |
32 |
512 |
26.8M |
wip |
| gMLP |
CIFAR10 |
20 |
16 |
256 |
19.7M |
85.74 % |
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