diff --git a/clearml/binding/environ_bind.py b/clearml/binding/environ_bind.py
index dbf53540..3969b6b6 100644
--- a/clearml/binding/environ_bind.py
+++ b/clearml/binding/environ_bind.py
@@ -1,7 +1,5 @@
 import os
-from functools import partial
 from time import sleep
-from multiprocessing import pool
 import six
 
 from ..config import TASK_LOG_ENVIRONMENT, running_remotely, config
@@ -63,34 +61,11 @@ class EnvironmentBind(object):
         cls._current_task.connect(env_param, cls._environment_section)
 
 
-class SimpleQueueWrapper(object):
-    def __init__(self, task, simple_queue):
-        self.__current_task = task
-        self.__simple_queue = simple_queue
-
-    def __getattr__(self, attr):
-        if attr in ["__simple_queue", "__current_task"]:
-            return self.__dict__.get(attr)
-
-        if attr == "put":
-            def _patched_put(*a_args, **a_kwargs):
-                try:
-                    task = self.__current_task
-                    # noinspection PyProtectedMember
-                    task._at_exit()
-                except:  # noqa
-                    pass
-                return getattr(self.__simple_queue, "put")(*a_args, **a_kwargs)
-
-            return _patched_put
-
-        return getattr(self.__simple_queue, attr)
-
-
 class PatchOsFork(object):
     _original_fork = None
     _current_task = None
     _original_process_run = None
+    _original_process_terminate = None
 
     @classmethod
     def patch_fork(cls, task):
@@ -120,26 +95,11 @@ class PatchOsFork(object):
             from multiprocessing.process import BaseProcess
             PatchOsFork._original_process_run = BaseProcess.run
             BaseProcess.run = PatchOsFork._patched_process_run
+            PatchOsFork._original_process_terminate = BaseProcess.terminate
+            BaseProcess.terminate = PatchOsFork._patched_process_terminate
         except:  # noqa
             pass
 
-    @staticmethod
-    def _patched_pool_worker(original_worker, *args, **kwargs):
-        if not PatchOsFork._current_task:
-            return original_worker(*args, **kwargs)
-
-        try:
-            if len(args) >= 2 and hasattr(args[1], "put"):
-                args = list(args)
-                args[1] = SimpleQueueWrapper(PatchOsFork._current_task, args[1])
-                args = tuple(args)
-            elif "outqueue" in kwargs and hasattr(kwargs["outqueue"], "put"):
-                kwargs["outqueue"] = SimpleQueueWrapper(PatchOsFork._current_task, kwargs["outqueue"])
-        except:  # noqa
-            pass
-
-        return original_worker(*args, **kwargs)
-
     @staticmethod
     def _patched_process_run(self, *args, **kwargs):
         if not PatchOsFork._current_task:
@@ -151,17 +111,6 @@ class PatchOsFork(object):
         except:  # noqa
             task = None
 
-        # check if this is Process Pool function
-        if hasattr(self, "_target"):
-            # Now we have to patch Pool, because pool terminates subprocess directly after
-            # the return value of the pool worker function is pushed into the queue,
-            # which means it will terminate the process before we finish running our "atexit" call
-            try:
-                if self._target == pool.worker:  # noqa
-                    self._target = partial(PatchOsFork._patched_pool_worker, pool.worker)  # noqa
-            except:  # noqa
-                pass
-
         try:
             return PatchOsFork._original_process_run(self, *args, **kwargs)
         finally:
@@ -173,6 +122,18 @@ class PatchOsFork(object):
             except:  # noqa
                 pass
 
+    @staticmethod
+    def _patched_process_terminate(self, *args, **kwargs):
+        if PatchOsFork._current_task:
+            # force creating a Task
+            try:
+                # noinspection PyProtectedMember
+                PatchOsFork._current_task._at_exit()
+            except:  # noqa
+                pass
+
+        return PatchOsFork._original_process_terminate(self, *args, **kwargs)
+
     @staticmethod
     def _patched_fork(*args, **kwargs):
         if not PatchOsFork._current_task: