diff --git a/module/device/connection.py b/module/device/connection.py
index 6610000d4..cbe709598 100644
--- a/module/device/connection.py
+++ b/module/device/connection.py
@@ -34,7 +34,7 @@ def retry(func):
         for _ in range(RETRY_TRIES):
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle
diff --git a/module/device/method/adb.py b/module/device/method/adb.py
index f699b7309..e6d2bde40 100644
--- a/module/device/method/adb.py
+++ b/module/device/method/adb.py
@@ -27,7 +27,7 @@ def retry(func):
         for _ in range(RETRY_TRIES):
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle
diff --git a/module/device/method/ascreencap.py b/module/device/method/ascreencap.py
index 24ba9902c..f793ff411 100644
--- a/module/device/method/ascreencap.py
+++ b/module/device/method/ascreencap.py
@@ -1,4 +1,5 @@
 import os
+import time
 from functools import wraps
 
 import lz4.block
@@ -27,7 +28,7 @@ def retry(func):
         for _ in range(RETRY_TRIES):
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle
diff --git a/module/device/method/droidcast.py b/module/device/method/droidcast.py
index 43dad33cc..a8fe50d20 100644
--- a/module/device/method/droidcast.py
+++ b/module/device/method/droidcast.py
@@ -1,3 +1,4 @@
+import time
 import typing as t
 from functools import wraps
 
@@ -30,7 +31,7 @@ def retry(func):
         for _ in range(RETRY_TRIES):
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle
diff --git a/module/device/method/hermit.py b/module/device/method/hermit.py
index 8b1da67ab..3fe6b05ba 100644
--- a/module/device/method/hermit.py
+++ b/module/device/method/hermit.py
@@ -1,4 +1,5 @@
 import json
+import time
 from functools import wraps
 
 import requests
@@ -29,7 +30,7 @@ def retry(func):
         for _ in range(RETRY_TRIES):
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle
diff --git a/module/device/method/ldopengl.py b/module/device/method/ldopengl.py
index 4e4687173..bcaa5e3b4 100644
--- a/module/device/method/ldopengl.py
+++ b/module/device/method/ldopengl.py
@@ -145,7 +145,7 @@ def retry(func):
         for _ in range(RETRY_TRIES):
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle
diff --git a/module/device/method/maatouch.py b/module/device/method/maatouch.py
index cff9cedae..146cf7fa2 100644
--- a/module/device/method/maatouch.py
+++ b/module/device/method/maatouch.py
@@ -30,7 +30,7 @@ def retry(func):
         for _ in range(RETRY_TRIES):
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle
diff --git a/module/device/method/minitouch.py b/module/device/method/minitouch.py
index f23dcdf55..d97c2ca88 100644
--- a/module/device/method/minitouch.py
+++ b/module/device/method/minitouch.py
@@ -383,7 +383,7 @@ def retry(func):
         for _ in range(RETRY_TRIES):
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle
diff --git a/module/device/method/nemu_ipc.py b/module/device/method/nemu_ipc.py
index b1ab61a79..f2053c589 100644
--- a/module/device/method/nemu_ipc.py
+++ b/module/device/method/nemu_ipc.py
@@ -2,6 +2,7 @@ import ctypes
 import json
 import os
 import sys
+import time
 from functools import wraps
 
 import cv2
@@ -163,9 +164,14 @@ def retry(func):
         """
         init = None
         for _ in range(RETRY_TRIES):
+            # Extend timeout on retries
+            if func.__name__ == 'screenshot':
+                timeout = retry_sleep(_)
+                if timeout > 0:
+                    kwargs['timeout'] = timeout
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle
@@ -360,6 +366,10 @@ class NemuIpcImpl:
     @retry
     def screenshot(self, timeout=0.5):
         """
+        Args:
+            timeout: Timout in seconds to call nemu_ipc
+                Will be dynamically extended by `@retry`
+
         Returns:
             np.ndarray: Image array in RGBA color space
                 Note that image is upside down
@@ -562,8 +572,7 @@ class NemuIpc(Platform):
         logger.info('nemu_ipc released')
 
     def screenshot_nemu_ipc(self):
-        timeout = max(self._screenshot_interval.limit - 0.01, 0.15)
-        image = self.nemu_ipc.screenshot(timeout=timeout)
+        image = self.nemu_ipc.screenshot()
 
         image = cv2.cvtColor(image, cv2.COLOR_BGRA2BGR)
         cv2.flip(image, 0, dst=image)
diff --git a/module/device/method/scrcpy/scrcpy.py b/module/device/method/scrcpy/scrcpy.py
index d666a11ae..a4d5afb2a 100644
--- a/module/device/method/scrcpy/scrcpy.py
+++ b/module/device/method/scrcpy/scrcpy.py
@@ -26,7 +26,7 @@ def retry(func):
         for _ in range(RETRY_TRIES):
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle
diff --git a/module/device/method/uiautomator_2.py b/module/device/method/uiautomator_2.py
index d5d4e951d..5fa41801a 100644
--- a/module/device/method/uiautomator_2.py
+++ b/module/device/method/uiautomator_2.py
@@ -1,3 +1,4 @@
+import time
 import typing as t
 from dataclasses import dataclass
 from functools import wraps
@@ -28,7 +29,7 @@ def retry(func):
         for _ in range(RETRY_TRIES):
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle
diff --git a/module/device/method/utils.py b/module/device/method/utils.py
index dc8e7ae3b..ad8d72bd4 100644
--- a/module/device/method/utils.py
+++ b/module/device/method/utils.py
@@ -154,16 +154,16 @@ class ImageTruncated(Exception):
 def retry_sleep(trial):
     # First trial
     if trial == 0:
-        pass
+        return 0
     # Failed once, fast retry
     elif trial == 1:
-        pass
+        return 0
     # Failed twice
     elif trial == 2:
-        time.sleep(1)
+        return 1
     # Failed more
     else:
-        time.sleep(RETRY_DELAY)
+        return RETRY_DELAY
 
 
 def handle_adb_error(e):
diff --git a/module/device/method/wsa.py b/module/device/method/wsa.py
index 6ae1c6028..0a6018cec 100644
--- a/module/device/method/wsa.py
+++ b/module/device/method/wsa.py
@@ -1,4 +1,5 @@
 import re
+import time
 from functools import wraps
 
 from adbutils.errors import AdbError
@@ -21,7 +22,7 @@ def retry(func):
         for _ in range(RETRY_TRIES):
             try:
                 if callable(init):
-                    retry_sleep(_)
+                    time.sleep(retry_sleep(_))
                     init()
                 return func(self, *args, **kwargs)
             # Can't handle