Model Size Evaluation on Fashion MNIST (test)
127Model Size (kB)CTM
Evaluation Results
| Method | Links | |
|---|---|---|
| CTMClauses per class=250, Weight Precision=32-bit real-valued weights2019.05 | 127 | |
| Logistic Circuit (real-valued)Type=real-valued, Weight Precision=32-bit real-valued weights2019.05 | 1,768 | |
| CTMClauses per class=8000, Weight Precision=32-bit real-valued weights2019.05 | 2,109 | |
| Logistic Circuit (binary)Type=binary, Weight Precision=32-bit real-valued weights2019.05 | 2,156 | |
| TMClauses per class=4000, Weight Precision=32-bit real-valued weights2019.05 | 7,657 | |
| CNNArchitecture=3 conv. layers, Weight Precision=32-bit real-valued weights2019.05 | 8,784 | |
| ResNetWeight Precision=32-bit real-valued weights2019.05 | 19,352 |