| { | |
| "model": "GlyphForge Conditional VAE", | |
| "parameters": 9504, | |
| "latent_dimensions": 8, | |
| "best_epoch": 158, | |
| "test": { | |
| "reconstruction_mse": 0.023938464456134373, | |
| "mean_kl": 0.3978222034595631, | |
| "examples": 270 | |
| }, | |
| "generation": { | |
| "judge_accuracy": 0.9990000128746033, | |
| "judge_accuracy_by_class": { | |
| "0": 1.0, | |
| "1": 0.9900000095367432, | |
| "2": 1.0, | |
| "3": 1.0, | |
| "4": 1.0, | |
| "5": 1.0, | |
| "6": 1.0, | |
| "7": 1.0, | |
| "8": 1.0, | |
| "9": 1.0 | |
| }, | |
| "mean_pixel_variance_by_class": { | |
| "0": 0.0066222199238836765, | |
| "1": 0.01683112047612667, | |
| "2": 0.012290791608393192, | |
| "3": 0.010615515522658825, | |
| "4": 0.011259874328970909, | |
| "5": 0.011659887619316578, | |
| "6": 0.010034985840320587, | |
| "7": 0.012352265417575836, | |
| "8": 0.011395774781703949, | |
| "9": 0.011373817920684814 | |
| }, | |
| "samples": 1000 | |
| }, | |
| "judge": "Tiny Vision labels-only student, 98.52% real-image test accuracy" | |
| } |