layer | resnet18 | resnet34 | resnet50 | resnet101 |
---|---|---|---|---|
conv1 | 7 | 7 | 7 | 7 |
maxpool | 11 | 11 | 11 | 11 |
layer1 | 43 | 59 | 35 | 35 |
layer2 | 99 | 179 | 91 | 91 |
layer3 | 211 | 547 | 267 | 811 |
layer4 | 435 | 899 | 427 | 971 |
- Problem: Building an expressive, tractable and scalable image model which can be used in downstream tasks like image generation, reconstruction, compression etc.
- Link to the paper
- Scan the image, one row at a time and one pixel at a time (within each row).
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import web | |
import json | |
urls = ( | |
'/', 'index', | |
'/random', 'random', | |
'/dump', 'dump' | |
) |