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A4_4210036_Yasir
AI417UPM/A4_4210036_Yasir
A4_4210036_Yasir is a machine learning model from AI417UPM. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Two FashionMNIST classifiers for AI417 Deep Learning - Assignment 4.
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Public
Updated Feb 23, 2026
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19.3 MB
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At a glance
- Access
- Public
- Created
- Feb 23, 2026
- Updated
- Feb 23, 2026
- SHA
- f21b92f7
Model card
From the Hugging Face model README
A4_4210036_Yasir
Two FashionMNIST classifiers for AI417 Deep Learning - Assignment 4.
Models
- DummyNet — A simple 3-layer feedforward network (784 → 512 → 128 → 10)
- VanillaNet — A deeper 5-layer feedforward network with SiLU activations (784 → 2048 → 1024 → 512 → 256 → 10)
Usage
from huggingface_hub import snapshot_download
import torch as tr
repo = snapshot_download('AI417UPM/A4_4210036_Yasir')
# Load DummyNet
model = tr.hub.load(repo, 'DummyNet', source='local')
model.eval()
preds = model(tr.randn(10000, 784))
# Load VanillaNet
model = tr.hub.load(repo, 'VanillaNet', source='local')
model.eval()
preds = model(tr.randn(10000, 784))
Files
| File | Description |
|---|---|
dummy.py | DummyNet architecture |
vanilla.py | VanillaNet architecture |
dummy-weights.bin | Trained DummyNet weights |
vanilla-weights.bin | Trained VanillaNet weights |
hubconf.py | PyTorch Hub configuration |
- Created
- Feb 23, 2026
- Updated
- Feb 23, 2026