Minor bugfixes

- A typo is fixed in config.json - "self.self.scorer" typo is fixed in single_model_trainer.py - Added an environmental variable thing for debugging cuda errors to main.py

Author: Aunavin1

config/config.json

@@ -2,7 +2,7 @@
  "dataset_properties": {
  "data_path": "./data/turkish_test.DUMP",
  "batch_size": 32,
- "stop_word_path": "D:/Anaconda3/nltk_data/corpora/stopwords/turkish",
+ "stop_word_path": "./data/stopwords/turkish",
  "embedding_vector": "fasttext.tr.300d",
  "vector_cache": "./data/fasttext",
  "pretrained_embedding_path": "./data/fasttext/wiki.tr",
@@ -120,12 +120,12 @@
  "training_properties": {
  "learner": "lstmcrf",
  "task": "ner",
- "optimizer": "Padam",
+ "optimizer": "SGD",
  "learning_rate": 0.05,
  "final_learning_rate": 0.1,
  "scheduler_type": "cos",
  "amsgrad": true,
- "amsbound0": false,
+ "amsbound": false,
  "partial_adam": 0.25,
  "weight_decay": 0,
  "momentum": 0.9,

main.py

@@ -19,6 +19,8 @@
 from training.trainer import Trainer
 from utils.utils import save_vocabulary
 
+os.environ['CUDA_LAUNCH_BLOCKING'] = "1"
+
 logging.config.fileConfig(fname='./config/config.logger', disable_existing_loggers=False)
 logger = logging.getLogger("Main")
 

training/single_model_trainer.py

@@ -119,7 +119,7 @@ def train_iters(self, model, checkpoint=None):
  input=self.dev_iter,
  criterion=criterion,
  save_path=self.save_path,
- scorer=self.self.scorer)
+ scorer=self.scorer)
  if best_vali_acc < vali_accuracy:
  best_vali_loss = vali_loss
  best_vali_acc = vali_accuracy