              "echo ON > /proc/acpi/bbswitch\n"
              "## create container\n"
              "nvidia-docker run -tid -p 8888:8888 \\ \n"
              "\t--hostname deepfakes-gpu --name deepfakes-gpu \\ \n"
              "\t-v {path}:/srv \\ \n"
              "\t-v /tmp/.X11-unix:/tmp/.X11-unix \\ \n"
              "\t-e DISPLAY=unix$DISPLAY \\ \n"
              "\t-e AUDIO_GID=`getent group audio | cut -d: -f3` \\ \n"
              "\t-e VIDEO_GID=`getent group video | cut -d: -f3` \\ \n"
              "\t-e GID=`id -g` \\ \n"
 
</s> remove             "\t-v {path}:/srv \\ \n"
 </s> add             f"\t-v {path}:/srv \\ \n" </s> remove             "\t-v {path}:/srv \\ \n"
 </s> add             f"\t-v {path}:/srv \\ \n" </s> remove             "\t-v {path}:/srv \\ \n"
 </s> add             f"\t-v {path}:/srv \\ \n" </s> remove             "docker exec deepfakes-gpu python /srv/faceswap.py gui\n".format(
                path=os.path.dirname(os.path.realpath(__file__))))
 </s> add             "docker exec deepfakes-gpu python /srv/faceswap.py gui\n") </s> remove             "docker exec -it deepfakes-cpu bash".format(
                path=os.path.dirname(os.path.realpath(__file__))))
 </s> add             "docker exec -it deepfakes-cpu bash")
            f"\t-v {path}:/srv \\ \n"
              "echo ON > /proc/acpi/bbswitch\n"
              "## create container\n"
              "nvidia-docker run -tid -p 8888:8888 \\ \n"
              "\t--hostname deepfakes-gpu --name deepfakes-gpu \\ \n"
            f"\t-v {path}:/srv \\ \n"
              "\t-v /tmp/.X11-unix:/tmp/.X11-unix \\ \n"
              "\t-e DISPLAY=unix$DISPLAY \\ \n"
              "\t-e AUDIO_GID=`getent group audio | cut -d: -f3` \\ \n"
              "\t-e VIDEO_GID=`getent group video | cut -d: -f3` \\ \n"
              "\t-e GID=`id -g` \\ \n"
keep keep keep keep replace keep keep keep keep keep
 Update code to support Tensorflow versions up to 2.8 (#1213)

* Update maximum tf version in setup + requirements

* - bump max version of tf version in launcher
- standardise tf version check

* update keras get_custom_objects  for tf>2.6

* bugfix: force black text in GUI file dialogs (linux)

* dssim loss - Move to stock tf.ssim function

* Update optimizer imports for compatibility

* fix logging for tf2.8

* Fix GUI graphing for TF2.8

* update tests

* bump requirements.txt versions

* Remove limit on nvidia-ml-py

* Graphing bugfixes
  - Prevent live graph from displaying if data not yet available

* bugfix: Live graph. Collect loss labels correctly

* fix: live graph - swallow inconsistent loss errors

* Bugfix: Prevent live graph from clearing during training

* Fix graphing for AMD 
setup.py