Update README.md
Browse files
README.md
CHANGED
|
@@ -1,12 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
# micromind checkpoints for MNIST
|
| 2 |
|
| 3 |
This repository contains checkpoints for the MNIST dataset for the following networks:
|
| 4 |
|
| 5 |
| Model | Top 1 Accuracy | Top 5 Accuracy |
|
| 6 |
| ------------------ |---------------- | -------------- |
|
| 7 |
-
| `PhiNet(alpha=0.5, beta=1, t_zero=6, num_layers=4, resolution=28)` | 98.
|
| 8 |
-
| `PhiNet(alpha=0.75, beta=1, t_zero=6, num_layers=5, resolution=28)` |
|
| 9 |
-
| `PhiNet(alpha=0.35, beta=1, t_zero=6, num_layers=7, resolution=28)` | 98.
|
|
|
|
|
|
|
| 10 |
|
| 11 |
To download and use this repo:
|
| 12 |
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
datasets:
|
| 4 |
+
- mnist
|
| 5 |
+
language:
|
| 6 |
+
- en
|
| 7 |
+
pipeline_tag: image-classification
|
| 8 |
+
---
|
| 9 |
# micromind checkpoints for MNIST
|
| 10 |
|
| 11 |
This repository contains checkpoints for the MNIST dataset for the following networks:
|
| 12 |
|
| 13 |
| Model | Top 1 Accuracy | Top 5 Accuracy |
|
| 14 |
| ------------------ |---------------- | -------------- |
|
| 15 |
+
| `PhiNet(alpha=0.5, beta=1, t_zero=6, num_layers=4, resolution=28)` | 98.96% | 100% |
|
| 16 |
+
| `PhiNet(alpha=0.75, beta=1, t_zero=6, num_layers=5, resolution=28)` | 99.03% | 99.98% |
|
| 17 |
+
| `PhiNet(alpha=0.35, beta=1, t_zero=6, num_layers=7, resolution=28)` | 98.72% | 99.99% |
|
| 18 |
+
| `PhiNet(alpha=0.25, beta=1, t_zero=6, num_layers=7, resolution=28)` | 98.84% | 99.99% |
|
| 19 |
+
| `PhiNet(alpha=0.25, beta=1, t_zero=5, num_layers=7, resolution=28)` | 98.76% | 99.97% |
|
| 20 |
|
| 21 |
To download and use this repo:
|
| 22 |
|