Remove bpr solution

Author: krystianfranus

configs/baselines/method/bpr.yaml

@@ -11,4 +11,4 @@ project_name: "MyProject"
 tags: ["${now:%Y-%m-%d}"]
 list_size: 5
 split_date: "2019/04/09"
-user_history_size: 5
+user_history_size: 10

configs/baselines/method/simple.yaml

@@ -10,7 +10,7 @@ early_stopping:
   _target_: lightning.pytorch.callbacks.EarlyStopping
   monitor: "auroc/val"
   mode: "max"
-  patience: 5
+  patience: 10
 
 # rich_model_summary:
 #  _target_: lightning.pytorch.callbacks.RichModelSummary

configs/data_processing/config.yaml

@@ -16,4 +16,5 @@ hydra:
     dir: .
 
 project_name: "MyProject"
+tags: ["${now:%Y-%m-%d}"]
 data_processing_task_id: null

configs/training/callbacks/default.yaml

@@ -9,10 +9,16 @@ datamodule:
   pin_memory: true
 
 model:
-  embed_size: 128
+  embed_size: 64
+  user_history_based: false
   lr: 0.0005
 
 trainer:
   accelerator: "gpu"
   devices: 1
-  max_epochs: 10
+  max_epochs: 50
+
+callbacks:
+  early_stopping:
+    patience: 10
+  

configs/training/config.yaml

@@ -0,0 +1,24 @@
+# @package _global_
+
+defaults:
+  - override /datamodule: simple.yaml
+  - override /model: simple_mf.yaml
+
+datamodule:
+  num_workers: 7
+  pin_memory: true
+
+model:
+  embed_size: 64
+  user_history_based: true
+  lr: 0.005
+
+trainer:
+  accelerator: "gpu"
+  devices: 1
+  max_epochs: 50
+
+callbacks:
+  early_stopping:
+    patience: 10
+