| { |
| "model_parameters": { |
| "vocab_size": 787, |
| "N": 6, |
| "d_model": 256, |
| "d_ff": 2048, |
| "H": 8, |
| "dropout": 0.1 |
| }, |
| "control_ranges": { |
| "Egc": [ |
| -86, |
| 86 |
| ], |
| "Egb": [ |
| -87, |
| 87 |
| ], |
| "Eea": [ |
| -33, |
| 33 |
| ], |
| "Eat": [ |
| -15, |
| 15 |
| ], |
| "Nc": [ |
| -20, |
| 20 |
| ], |
| "EPS": [ |
| -51, |
| 51 |
| ], |
| "Ei": [ |
| -45, |
| 45 |
| ], |
| "Xc": [ |
| -41, |
| 41 |
| ] |
| }, |
| "initialization": { |
| "source_model_parameters": { |
| "vocab_size": 102, |
| "N": 6, |
| "d_model": 256, |
| "d_ff": 2048, |
| "H": 8, |
| "dropout": 0.1 |
| }, |
| "loaded_tensors": 258, |
| "randomly_initialized_tensors": [ |
| "generator.proj.bias", |
| "generator.proj.weight", |
| "src_embed.0.lut.weight", |
| "tgt_embed.0.lut.weight" |
| ] |
| }, |
| "best_epoch": 7, |
| "best_valid_nll": 1.0740462712092977, |
| "history": [ |
| { |
| "epoch": 1, |
| "train_nll": 0.4001046397001366, |
| "valid_nll": 1.1691341886524127 |
| }, |
| { |
| "epoch": 2, |
| "train_nll": 0.20935184885564267, |
| "valid_nll": 1.2250727920262847 |
| }, |
| { |
| "epoch": 3, |
| "train_nll": 0.1799837162392324, |
| "valid_nll": 1.203550871665359 |
| }, |
| { |
| "epoch": 4, |
| "train_nll": 0.1625040992593177, |
| "valid_nll": 1.1592993346042566 |
| }, |
| { |
| "epoch": 5, |
| "train_nll": 0.14981824498221571, |
| "valid_nll": 1.1696538470969007 |
| }, |
| { |
| "epoch": 6, |
| "train_nll": 0.14050288035990963, |
| "valid_nll": 1.1980752255786582 |
| }, |
| { |
| "epoch": 7, |
| "train_nll": 0.13263638268426964, |
| "valid_nll": 1.0740462712092977 |
| }, |
| { |
| "epoch": 8, |
| "train_nll": 0.125997236210437, |
| "valid_nll": 1.0892458209714595 |
| }, |
| { |
| "epoch": 9, |
| "train_nll": 0.12003581032395527, |
| "valid_nll": 1.1086516005051001 |
| }, |
| { |
| "epoch": 10, |
| "train_nll": 0.11488247974711449, |
| "valid_nll": 1.1837406366467242 |
| } |
| ], |
| "sampling_alpha": 0.0, |
| "train_examples": 152036, |
| "validation_examples": 362, |
| "model_label": "Molecular Optimization Transformer polymer-adapted" |
| } |
|
|