| { | |
| "paths": { | |
| "train": "null", | |
| "dev": "null", | |
| "vectors": "null", | |
| "init_tok2vec": "null" | |
| }, | |
| "system": { | |
| "gpu_allocator": "\"pytorch\"", | |
| "seed": "0" | |
| }, | |
| "nlp": { | |
| "lang": "\"en\"", | |
| "pipeline": "[\"transformer\",\"ner\"]", | |
| "batch_size": "128", | |
| "disabled": "[]", | |
| "before_creation": "null", | |
| "after_creation": "null", | |
| "after_pipeline_creation": "null", | |
| "tokenizer": "{\"@tokenizers\":\"spacy.Tokenizer.v1\"}", | |
| "vectors": "{\"@vectors\":\"spacy.Vectors.v1\"}" | |
| }, | |
| "components": {}, | |
| "components.ner": { | |
| "factory": "\"ner\"", | |
| "incorrect_spans_key": "null", | |
| "moves": "null", | |
| "scorer": "{\"@scorers\":\"spacy.ner_scorer.v1\"}", | |
| "update_with_oracle_cut_size": "100" | |
| }, | |
| "components.ner.model": { | |
| "@architectures": "\"spacy.TransitionBasedParser.v2\"", | |
| "state_type": "\"ner\"", | |
| "extra_state_tokens": "false", | |
| "hidden_width": "64", | |
| "maxout_pieces": "2", | |
| "use_upper": "false", | |
| "no": "null" | |
| }, | |
| "components.ner.model.tok2vec": { | |
| "@architectures": "\"spacy-transformers.TransformerListener.v1\"", | |
| "grad_factor": "1.0", | |
| "pooling": "{\"@layers\":\"reduce_mean.v1\"}", | |
| "upstream": "\"*\"" | |
| }, | |
| "components.transformer": { | |
| "factory": "\"transformer\"", | |
| "max_batch_items": "4096", | |
| "set_extra_annotations": "{\"@annotation_setters\":\"spacy-transformers.null_annotation_setter.v1\"}" | |
| }, | |
| "components.transformer.model": { | |
| "@architectures": "\"spacy-transformers.TransformerModel.v3\"", | |
| "name": "\"roberta-base\"", | |
| "mixed_precision": "false" | |
| }, | |
| "components.transformer.model.get_spans": { | |
| "@span_getters": "\"spacy-transformers.strided_spans.v1\"", | |
| "window": "128", | |
| "stride": "96" | |
| }, | |
| "components.transformer.model.grad_scaler_config": {}, | |
| "components.transformer.model.tokenizer_config": { | |
| "use_fast": "true" | |
| }, | |
| "components.transformer.model.transformer_config": {}, | |
| "corpora": {}, | |
| "corpora.dev": { | |
| "@readers": "\"spacy.Corpus.v1\"", | |
| "path": "${paths.dev}", | |
| "max_length": "0", | |
| "gold_preproc": "false", | |
| "limit": "0", | |
| "augmenter": "null" | |
| }, | |
| "corpora.train": { | |
| "@readers": "\"spacy.Corpus.v1\"", | |
| "path": "${paths.train}", | |
| "max_length": "0", | |
| "gold_preproc": "false", | |
| "limit": "0", | |
| "augmenter": "null" | |
| }, | |
| "training": { | |
| "accumulate_gradient": "3", | |
| "dev_corpus": "\"corpora.dev\"", | |
| "train_corpus": "\"corpora.train\"", | |
| "seed": "${system.seed}", | |
| "gpu_allocator": "${system.gpu_allocator}", | |
| "dropout": "0.1", | |
| "patience": "1600", | |
| "max_epochs": "0", | |
| "max_steps": "20000", | |
| "eval_frequency": "200", | |
| "frozen_components": "[]", | |
| "annotating_components": "[]", | |
| "before_to_disk": "null", | |
| "before_update": "null" | |
| }, | |
| "training.batcher": { | |
| "@batchers": "\"spacy.batch_by_padded.v1\"", | |
| "discard_oversize": "true", | |
| "size": "2000", | |
| "buffer": "256", | |
| "get_length": "null" | |
| }, | |
| "training.logger": { | |
| "@loggers": "\"spacy.ConsoleLogger.v1\"", | |
| "progress_bar": "false" | |
| }, | |
| "training.optimizer": { | |
| "@optimizers": "\"Adam.v1\"", | |
| "beta1": "0.9", | |
| "beta2": "0.999", | |
| "l2_is_weight_decay": "true", | |
| "l2": "0.01", | |
| "grad_clip": "1.0", | |
| "use_averages": "false", | |
| "eps": "0.00000001" | |
| }, | |
| "training.optimizer.learn_rate": { | |
| "@schedules": "\"warmup_linear.v1\"", | |
| "warmup_steps": "250", | |
| "total_steps": "20000", | |
| "initial_rate": "0.00005" | |
| }, | |
| "training.score_weights": { | |
| "ents_f": "1.0", | |
| "ents_p": "0.0", | |
| "ents_r": "0.0", | |
| "ents_per_type": "null" | |
| }, | |
| "pretraining": {}, | |
| "initialize": { | |
| "vectors": "${paths.vectors}", | |
| "init_tok2vec": "${paths.init_tok2vec}", | |
| "vocab_data": "null", | |
| "lookups": "null", | |
| "before_init": "null", | |
| "after_init": "null" | |
| }, | |
| "initialize.components": {}, | |
| "initialize.tokenizer": {} | |
| } |