| { |
| "architecture": "Shared option MLP with mean/max set pooling", |
| "features": [ |
| "lives/3", |
| "pellets_left/244", |
| "to_junction/10", |
| "frightened_seconds_left/6", |
| "ghost_distance/15", |
| "ghost_present", |
| "ghost_coming", |
| "edible_distance/15", |
| "edible_present", |
| "nearby_pellets/6", |
| "food_distance/40", |
| "food_present", |
| "power_distance/25", |
| "power_present", |
| "is_back" |
| ], |
| "parameters": 17601, |
| "dtype": "float32", |
| "train_rows": 4096, |
| "validation_rows": 512, |
| "seed": 42, |
| "epochs": 100, |
| "selected_epoch": 90, |
| "batch": 128, |
| "lr": 0.001, |
| "weight_decay": 0.0001, |
| "gpu": "NVIDIA GB10", |
| "training_seconds": 8.578686994034797, |
| "validation_teacher_agreement": 0.501953125, |
| "validation_ce": 1.0931470394134521, |
| "permutation_max_error": 2.086162567138672e-07, |
| "note": "Standalone structured-feature supervised baseline; not an LLM fine-tune", |
| "history": [ |
| { |
| "epoch": 10, |
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| { |
| "epoch": 40, |
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| { |
| "epoch": 50, |
| "validation_ce": 1.0967185497283936, |
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| { |
| "epoch": 60, |
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| { |
| "epoch": 70, |
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| { |
| "epoch": 80, |
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| { |
| "epoch": 90, |
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| { |
| "epoch": 100, |
| "validation_ce": 1.0964969396591187, |
| "teacher_agreement": 0.51171875 |
| } |
| ] |
| } |
