Upload config.cfg

config.cfg

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+[paths]
+train = "data/relations_0401_train.spacy"
+dev = "data/relations_0401_dev.spacy"
+raw = null
+init_tok2vec = null
+vectors = null
+
+[system]
+seed = 342
+gpu_allocator = "pytorch"
+
+[nlp]
+lang = "en"
+pipeline = ["transformer","relation_extractor"]
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+batch_size = 1000
+
+[components]
+
+[components.relation_extractor]
+factory = "relation_extractor"
+threshold = 0.5
+
+[components.relation_extractor.model]
+@architectures = "rel_model.v1"
+
+[components.relation_extractor.model.classification_layer]
+@architectures = "rel_classification_layer.v1"
+nI = null
+nO = null
+
+[components.relation_extractor.model.create_instance_tensor]
+@architectures = "rel_instance_tensor.v1"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.relation_extractor.model.create_instance_tensor.get_instances]
+@misc = "rel_instance_generator.v1"
+max_length = 50
+
+[components.relation_extractor.model.create_instance_tensor.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.v1"
+name = "timhbach/Team-Gryffindor-bert-base-finetuned-NER-creditcardcontract"
+
+[components.transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 64
+stride = 48
+
+[components.transformer.model.tokenizer_config]
+use_fast = true
+
+[corpora]
+
+[corpora.dev]
+@readers = "Gold_ents_Corpus.v1"
+file = ${paths.dev}
+
+[corpora.train]
+@readers = "Gold_ents_Corpus.v1"
+file = ${paths.train}
+
+[training]
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+accumulate_gradient = 1
+patience = 1600000
+max_epochs = 0
+max_steps = 1000
+eval_frequency = 100
+frozen_components = []
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+before_to_disk = null
+annotating_components = []
+
+[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]
+rel_micro_p = 0.0
+rel_micro_r = 0.0
+rel_micro_f = 1.0
+
+[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]