| { | |
| "dataset_reader": { | |
| "type": "conll2003", | |
| "tag_label": "ner", | |
| "token_indexers": { | |
| "tokens": { | |
| "type": "single_id", | |
| "lowercase_tokens": true | |
| } | |
| } | |
| }, | |
| "model": { | |
| "type": "simple_tagger", | |
| "calculate_span_f1": true, | |
| "encoder": { | |
| "type": "lstm", | |
| "hidden_size": 4, | |
| "input_size": 2, | |
| "num_layers": 1 | |
| }, | |
| "label_encoding": "IOB1", | |
| "text_field_embedder": { | |
| "token_embedders": { | |
| "tokens": { | |
| "type": "embedding", | |
| "embedding_dim": 100, | |
| "pretrained_file": "allennlp/tests/fixtures/embeddings/glove.6B.100d.sample.txt.gz", | |
| "projection_dim": 2, | |
| "trainable": true | |
| } | |
| } | |
| } | |
| }, | |
| "train_data_path": "allennlp/tests/fixtures/data/conll2003.txt", | |
| "validation_data_path": "allennlp/tests/fixtures/data/conll2003.txt", | |
| "trainer": { | |
| "cuda_device": -1, | |
| "grad_norm": 1, | |
| "num_epochs": 1, | |
| "optimizer": { | |
| "type": "adadelta", | |
| "lr": 1e-06, | |
| "rho": 0.95 | |
| }, | |
| "patience": 500 | |
| }, | |
| "data_loader": { | |
| "batch_sampler": { | |
| "type": "bucket", | |
| "batch_size": 80, | |
| "padding_noise": 0 | |
| } | |
| }, | |
| "validation_dataset_reader": { | |
| "type": "conll2003", | |
| "tag_label": "ner", | |
| "token_indexers": { | |
| "tokens": { | |
| "type": "single_id", | |
| "lowercase_tokens": true, | |
| "namespace": "test_tokens" | |
| } | |
| } | |
| } | |
| } | |