reformat utils

enhancer/utils/config.py

@@ -1,10 +1,9 @@
 from dataclasses import dataclass
 
+
 @dataclass
 class Files:
-    train_clean : str
+    train_clean: str
-    train_noisy : str
+    train_noisy: str
-    test_clean : str
+    test_clean: str
-    test_noisy : str
+    test_noisy: str
-
-

enhancer/utils/random.py

@@ -3,17 +3,16 @@ import random
 import torch
 
 
-
+def create_unique_rng(epoch: int):
-def create_unique_rng(epoch:int):
     """create unique random number generator for each (worker_id,epoch) combination"""
 
     rng = random.Random()
 
-    global_seed = int(os.environ.get("PL_GLOBAL_SEED","0"))
+    global_seed = int(os.environ.get("PL_GLOBAL_SEED", "0"))
-    global_rank = int(os.environ.get('GLOBAL_RANK',"0"))
+    global_rank = int(os.environ.get("GLOBAL_RANK", "0"))
-    local_rank = int(os.environ.get('LOCAL_RANK',"0"))
+    local_rank = int(os.environ.get("LOCAL_RANK", "0"))
-    node_rank = int(os.environ.get('NODE_RANK',"0"))
+    node_rank = int(os.environ.get("NODE_RANK", "0"))
-    world_size = int(os.environ.get('WORLD_SIZE',"0"))
+    world_size = int(os.environ.get("WORLD_SIZE", "0"))
 
     worker_info = torch.utils.data.get_worker_info()
     if worker_info is not None:
@@ -24,17 +23,13 @@ def create_unique_rng(epoch:int):
         worker_id = 0
 
     seed = (
-            global_seed
+        global_seed
-            + worker_id
+        + worker_id
-            + local_rank * num_workers
+        + local_rank * num_workers
-            + node_rank * num_workers * global_rank
+        + node_rank * num_workers * global_rank
-            + epoch * num_workers * world_size
+        + epoch * num_workers * world_size
-        )
+    )
 
     rng.seed(seed)
 
     return rng
-
-
-
-

enhancer/utils/utils.py

@@ -1,19 +1,24 @@
-
 import os
 from typing import Optional
 from enhancer.utils.config import Files
 
-def check_files(root_dir:str, files:Files):
 
-    path_variables = [member_var for member_var in dir(files) if not member_var.startswith('__')]
+def check_files(root_dir: str, files: Files):
+
+    path_variables = [
+        member_var
+        for member_var in dir(files)
+        if not member_var.startswith("__")
+    ]
     for variable in path_variables:
-        path = getattr(files,variable)
+        path = getattr(files, variable)
-        if not os.path.isdir(os.path.join(root_dir,path)):
+        if not os.path.isdir(os.path.join(root_dir, path)):
             raise ValueError(f"Invalid {path}, is not a directory")
 
-    return files,root_dir
+    return files, root_dir
 
-def merge_dict(default_dict:dict, custom:Optional[dict]=None):
+
+def merge_dict(default_dict: dict, custom: Optional[dict] = None):
     params = dict(default_dict)
     if custom:
         params.update(custom)