Model size breakdown.
| Ensemble scheme | No. of PixelHop filter parameters | No. of selected channels | No. of soft classifier parameters | No. of ensemble classifier parameters | Total No. of parameters |
|---|---|---|---|---|---|
| 2 × 2 × 3 only | 12 × 12 | 4 | 76k | 40 | 76.2k |
| 3 × 3 × 3 only | 27 × 27 | 4 | 76k | 40 | 76.8k |
| 4 × 4 × 3 only | 48 × 48 | 4 | 76k | 40 | 78.3k |
| ensemble (2&3) | 873 | 8 | 152k | 40 | 152.9k |
| ensemble (3&4) | 3033 | 8 | 152k | 40 | 155k |
| ensemble (2&4) | 2448 | 8 | 152k | 40 | 154.4k |
| ensemble (all) | 3177 | 12 | 228k | 40 | 231.2k |
| Ensemble scheme | No. of PixelHop filter parameters | No. of selected channels | No. of soft classifier parameters | No. of ensemble classifier parameters | Total No. of parameters |
|---|---|---|---|---|---|
| 2 × 2 × 3 only | 12 × 12 | 4 | 76k | 40 | 76.2k |
| 3 × 3 × 3 only | 27 × 27 | 4 | 76k | 40 | 76.8k |
| 4 × 4 × 3 only | 48 × 48 | 4 | 76k | 40 | 78.3k |
| ensemble (2&3) | 873 | 8 | 152k | 40 | 152.9k |
| ensemble (3&4) | 3033 | 8 | 152k | 40 | 155k |
| ensemble (2&4) | 2448 | 8 | 152k | 40 | 154.4k |
| ensemble (all) | 3177 | 12 | 228k | 40 | 231.2k |
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