update gitignore

.gitignore

@@ -1,31 +1,64 @@
+#-----------------
+# Data
+#----------------
 Data/*
+Code/Training/GLUE/GLUE_data/*
+Code/Training/STS/data/*
+Code/Training/Summarization/data/*
+Code/Training/QA/UnsupervisedQA/data/*
+Code/Training/Embedding/data/*
+
+
+#----------------
+# Weird stuff
+#---------------
+.ipynb_checkpoints
+.DS_Store
+__pycache__
+*.pyc
+*.tar.gz
+
+
+#--------------------
+# Model checkpoints
+#-------------------
 Code/Training/-/bert_singleGPU/models/*
+Code/Training/-/bert_multiGPU/MegatronLM/model_checkpoints/*
+Code/Training/models/*
+Code/Search/models/*
+
+
+#-------------------
+# Training output
+#-------------------
 Code/Training/-/bert_singleGPU/pretraining_output_fullfat/*
 Code/Training/-/bert_singleGPU/pretraining_output_megafat/*
-Code/Training/-/bert_multiGPU/MegatronLM/model_checkpoints/*
-Code/Training/-/bert_multiGPU/MegatronLM/cache/*
-Code/Training/-/bert_multiGPU/MegatronLM/tensorboard/*
-Code/Training/cache/*
 Code/Training/output/*
-Code/Training/runs/*
-Code/Training/models/*
-Code/Training/GLUE/GLUE_data/*
 Code/Training/GLUE/output/*
-Code/Training/GLUE/runs/*
 Code/Training/STS/output/*
-Code/Training/STS/data/*
-Code/Training/Summarization/data/*
 Code/Training/Summarization/output/*
 Code/Training/NER/output/*
-Code/Training/NER/runs/*
-Code/Training/QA/UnsupervisedQA/data/*
 Code/Training/Classification/output/*
+
+
+#----------------
+# Cache
+#----------------
+Code/Training/-/bert_multiGPU/MegatronLM/cache/*
+Code/Training/cache/*
+
+
+#---------------
+# Tensorboard
+#---------------
+Code/Training/runs/*
+Code/Training/GLUE/runs/*
+Code/Training/NER/runs/*
 Code/Training/Classification/runs/*
+Code/Training/Embedding/runs/*
+
+#-------------------
+# Other
+#-------------------
 Code/-/transformers/*
 Code/-/bertsearch/*
-Code/Search/models/*
-.ipynb_checkpoints
-.DS_Store
-__pycache__
-*.pyc
-*.tar.gz