chg: Update to 2020.3.19 multitask model

Author: ivyleavedtoadflax

deep_reference_parser/__version__.py

@@ -7,4 +7,4 @@
 __license__ = "MIT"
 __splitter_model_version__ = "2020.3.6_splitting"
 __parser_model_version__ = "2020.3.8_parsing"
-__multitask_model_version__ = "2020.3.18_multitask"
+__multitask_model_version__ = "2020.3.19_multitask"

deep_reference_parser/configs/2020.3.18_multitask.ini renamed to deep_reference_parser/configs/2020.3.19_multitask.ini

@@ -1,10 +1,6 @@
 [DEFAULT]
-version = 2020.3.18_multitask
-description = Multitask model trained on a combination of Reach and Rodrigues 
-    data. The Rodrigues data have been concatenated into a single continuous
-    document and then cut into sequences of length=line_length, so that the
-    Rodrigues data and Reach data have the same lengths without need for much
-    padding or truncating.
+version = 2020.3.19_multitask
+description = Same as 2020.3.13 but with adam rather than rmsprop
 deep_reference_parser_version = b61de984f95be36445287c40af4e65a403637692
 
 [data]
@@ -16,13 +12,13 @@ data_path = data/
 respect_line_endings = 0
 respect_doc_endings = 1
 line_limit = 150
-policy_train = data/multitask/2020.3.18_multitask_train.tsv
-policy_test = data/multitask/2020.3.18_multitask_test.tsv
-policy_valid = data/multitask/2020.3.18_multitask_valid.tsv
+policy_train = data/multitask/2020.3.19_multitask_train.tsv
+policy_test = data/multitask/2020.3.19_multitask_test.tsv
+policy_valid = datamultitask/2020.3.19_multitask_valid.tsv
 s3_slug = https://datalabs-public.s3.eu-west-2.amazonaws.com/deep_reference_parser/
 
 [build]
-output_path = models/multitask/2020.3.18_multitask/
+output_path = models/multitask/2020.3.19_multitask/
 output = crf
 word_embeddings = embeddings/2020.1.1-wellcome-embeddings-300.txt
 pretrained_embedding = 0
@@ -31,7 +27,7 @@ lstm_hidden = 400
 word_embedding_size = 300
 char_embedding_size = 100
 char_embedding_type = BILSTM
-optimizer = adam
+optimizer = rmsprop
 
 [train]
 epochs = 60