Use a lot bigger batch size

pmd.py

@@ -93,9 +93,11 @@ class DatasetsLoader(BaseLoader):
         self.dataset_name = dataset_name
         self.config_name = config_name
         self.num_proc = num_proc
-        # In order to not have memory explode we define a batch size per proc
-        self.batch_size_per_proc = batch_size // self.num_proc
-        assert self.batch_size_per_proc >= 1
+        # # In order to not have memory explode we define a batch size per proc
+        # self.batch_size_per_proc = batch_size // self.num_proc
+        # assert self.batch_size_per_proc >= 1
+
+        self.batch_size_per_proc = batch_size
 
     @abstractmethod
     def cast_to_pmd_features(self, row: Dict) -> List[Dict[str, Any]]: