| { | |
| "paths": { | |
| "train": "\"./procare_referrer_organisation_train.spacy\"", | |
| "dev": "\"./procare_referrer_organisation_dev.spacy\"", | |
| "vectors": "null", | |
| "init_tok2vec": "null" | |
| }, | |
| "system": { | |
| "gpu_allocator": "null", | |
| "seed": "0" | |
| }, | |
| "nlp": { | |
| "lang": "\"en\"", | |
| "pipeline": "[\"textcat_multilabel\"]", | |
| "batch_size": "1000", | |
| "disabled": "[]", | |
| "before_creation": "null", | |
| "after_creation": "null", | |
| "after_pipeline_creation": "null", | |
| "tokenizer": "{\"@tokenizers\":\"spacy.Tokenizer.v1\"}" | |
| }, | |
| "components": {}, | |
| "components.textcat_multilabel": { | |
| "factory": "\"textcat_multilabel\"", | |
| "scorer": "{\"@scorers\":\"spacy.textcat_multilabel_scorer.v2\"}", | |
| "threshold": "0.5" | |
| }, | |
| "components.textcat_multilabel.model": { | |
| "@architectures": "\"spacy.TextCatBOW.v2\"", | |
| "exclusive_classes": "false", | |
| "ngram_size": "1", | |
| "no_output_layer": "false", | |
| "no": "null" | |
| }, | |
| "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": { | |
| "dev_corpus": "\"corpora.dev\"", | |
| "train_corpus": "\"corpora.train\"", | |
| "seed": "${system.seed}", | |
| "gpu_allocator": "${system.gpu_allocator}", | |
| "dropout": "0.1", | |
| "accumulate_gradient": "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_words.v1\"", | |
| "discard_oversize": "false", | |
| "tolerance": "0.2", | |
| "get_length": "null" | |
| }, | |
| "training.batcher.size": { | |
| "@schedules": "\"compounding.v1\"", | |
| "start": "100", | |
| "stop": "1000", | |
| "compound": "1.001", | |
| "t": "0.0" | |
| }, | |
| "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", | |
| "learn_rate": "0.001" | |
| }, | |
| "training.score_weights": { | |
| "cats_score": "1.0", | |
| "cats_score_desc": "null", | |
| "cats_micro_p": "null", | |
| "cats_micro_r": "null", | |
| "cats_micro_f": "null", | |
| "cats_macro_p": "null", | |
| "cats_macro_r": "null", | |
| "cats_macro_f": "null", | |
| "cats_macro_auc": "null", | |
| "cats_f_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": {} | |
| } |