diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 50a714155367575b12ac0e8f1ae3556efc0826c0..a991863f2e9d972bf66de606567b2e6753c4ca14 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -76,8 +76,6 @@ stages:
         - python -V  # Print out python version for debugging
         - pip install --progress-bar off -r requirements.txt
         - pip install .
-        # FIXME: we should start from a docker iamge that already has LibGL setup
-        - apt update && apt install libgl1-mesa-glx -y && rm -rf /var/lib/apt/lists/*  
 
     script: 
         - ./run_tests.py
@@ -164,8 +162,9 @@ stages:
         - GLKWS=$CI_KITWARE_SECRET openssl enc -aes-256-cbc -pbkdf2 -md SHA512 -pass env:GLKWS -d -a -in dev/ci_secret_gpg_key.pgp.enc | $GPG_EXECUTABLE --import 
         - $GPG_EXECUTABLE --list-keys  || echo "first one fails for some reason"
         - $GPG_EXECUTABLE --list-keys  
+        - pip install requests[security] twine 
         # The publish script only builds wheels and does gpg signing if TAG_AND_UPLOAD is False
-        - MB_PYTHON_TAG=$MB_PYTHON_TAG USE_GPG=True GPG_KEYID=$GPG_KEYID TWINE_PASSWORD=$TWINE_PASSWORD TWINE_USERNAME=$TWINE_USERNAME GPG_EXECUTABLE=$GPG_EXECUTABLE DEPLOY_BRANCH=release TAG_AND_UPLOAD=False ./publish.sh 
+        - MB_PYTHON_TAG=$MB_PYTHON_TAG DO_GPG=True GPG_KEYID=$GPG_KEYID TWINE_PASSWORD=$TWINE_PASSWORD TWINE_USERNAME=$TWINE_USERNAME GPG_EXECUTABLE=$GPG_EXECUTABLE DEPLOY_BRANCH=release DO_TAG=False DO_UPLOAD=False ./publish.sh 
 
     artifacts:
         paths:
@@ -208,7 +207,7 @@ stages:
         - pip install six pyopenssl ndg-httpsclient pyasn1 -U 
         - pip install requests[security] twine 
         # Execute the publish script for real this time
-        - MB_PYTHON_TAG=$MB_PYTHON_TAG USE_GPG=True GPG_KEYID=$GPG_KEYID TWINE_PASSWORD=$TWINE_PASSWORD TWINE_USERNAME=$TWINE_USERNAME GPG_EXECUTABLE=$GPG_EXECUTABLE CURRENT_BRANCH=release DEPLOY_BRANCH=release TAG_AND_UPLOAD=yes ./publish.sh 
+        - MB_PYTHON_TAG=$MB_PYTHON_TAG DO_GPG=True GPG_KEYID=$GPG_KEYID TWINE_PASSWORD=$TWINE_PASSWORD TWINE_USERNAME=$TWINE_USERNAME GPG_EXECUTABLE=$GPG_EXECUTABLE CURRENT_BRANCH=release DEPLOY_BRANCH=release DO_TAG=True DO_UPLOAD=True ./publish.sh 
         # Have the server git-tag the release and push the tags
         - VERSION=$(python -c "import setup; print(setup.VERSION)")
         # do sed twice to handle the case of https clone with and without a read token
@@ -237,13 +236,13 @@ build/cp38-cp38-linux:
     <<: 
         - *build_template
     image:
-        python:3.8
+        gitlab.kitware.com:4567/computer-vision/ci-docker/gl-python:3.8
 
 test_full/cp38-cp38-linux:
     <<: 
         - *test_full_template
     image:
-        python:3.8
+        gitlab.kitware.com:4567/computer-vision/ci-docker/gl-python:3.8
 
 
 # for universal builds we only need to gpg sign once
@@ -251,13 +250,13 @@ gpgsign/cp38-cp38-linux:
     <<: 
         - *gpgsign_template
     image:
-        python:3.8
+        gitlab.kitware.com:4567/computer-vision/ci-docker/gl-python:3.8
 
 deploy/cp38-cp38-linux:
     <<: 
         - *deploy_template
     image:
-        python:3.8
+        gitlab.kitware.com:4567/computer-vision/ci-docker/gl-python:3.8
 
 
 # ---------------
@@ -267,13 +266,13 @@ build/cp37-cp37m-linux:
     <<: 
         - *build_template
     image:
-        python:3.7
+        gitlab.kitware.com:4567/computer-vision/ci-docker/gl-python:3.7
 
 test_full/cp37-cp37m-linux:
     <<: 
         - *test_full_template
     image:
-        python:3.7
+        gitlab.kitware.com:4567/computer-vision/ci-docker/gl-python:3.7
 
 
 # ---------------
@@ -283,23 +282,23 @@ build/cp36-cp36m-linux:
     <<: 
         - *build_template
     image:
-        python:3.6
+        gitlab.kitware.com:4567/computer-vision/ci-docker/gl-python:3.6
 
 test_full/cp36-cp36m-linux:
     <<: 
         - *test_full_template
     image:
-        python:3.6
+        gitlab.kitware.com:4567/computer-vision/ci-docker/gl-python:3.6
 
 #gpgsign/cp36-cp36m-linux:
 #    <<: 
 #        - *gpgsign_template
 #    image:
-#        python:3.6
+#        gitlab.kitware.com:4567/computer-vision/ci-docker/gl-python:3.6
 
 #deploy/cp36-cp36m-linux:
 #    <<: 
 #        - *deploy_template
 #    image:
-#        python:3.6
+#        gitlab.kitware.com:4567/computer-vision/ci-docker/gl-python:3.6
 
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9473db9b93476455452b811b23ff1b2c1868c034..4a543da17211b1021752da5d058bca1e000db69c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,7 +4,10 @@ This changelog follows the specifications detailed in: [Keep a Changelog](https:
 This project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html), although we have not yet reached a `1.0.0` release.
 
 
-## Version 0.5.14 - Unreleased
+## Version 0.5.15 - Unreleased
+
+
+## Version 0.5.14 - Released 2021-01-21
 
 
 ### Deprecated
diff --git a/netharn/__init__.py b/netharn/__init__.py
index 427c4c2d50f7ef5034776631dfd4bc00be53a612..cc7c5ef59400dc0e462a2dc9aeeed07acc9c60f3 100644
--- a/netharn/__init__.py
+++ b/netharn/__init__.py
@@ -4,7 +4,7 @@
 mkinit netharn --noattrs --dry
 mkinit netharn --noattrs
 """
-__version__ = '0.5.14'
+__version__ = '0.5.15'
 
 try:
     # PIL 7.0.0 removed PIL_VERSION, which breaks torchvision, monkey patch it
diff --git a/netharn/fit_harn.py b/netharn/fit_harn.py
index 3f641a090d7b91f99aa2481ecc315b3a2b3aaa25..f30bc6e4e51cef03a64229f1b8e0619d2ac4a9a8 100644
--- a/netharn/fit_harn.py
+++ b/netharn/fit_harn.py
@@ -2100,8 +2100,9 @@ class CoreMixin(object):
         if harn.preferences['log_resources']:
             usage = util.resource_usage()
             key = 'ram'
-            value = usage['ram_percent']
-            harn.log_value(tag + ' epoch ' + key, value, harn.epoch)
+            if 'ram_percent' in usage:
+                value = usage['ram_percent']
+                harn.log_value(tag + ' epoch ' + key, value, harn.epoch)
             harn.debug(ub.repr2(usage, nl=1))
 
         prog.refresh()
diff --git a/super_setup.py b/super_setup.py
index 77e747ad5bb770d8d23717b35c873270eb10c8ee..cd8aa644fad94f22909c66a134451a7c746f66a5 100755
--- a/super_setup.py
+++ b/super_setup.py
@@ -768,7 +768,7 @@ def determine_code_dpath():
 DEVEL_REPOS = [
     # The util libs
     {
-        'name': 'kwarray', 'branch': 'dev/0.5.14', 'remote': 'public',
+        'name': 'kwarray', 'branch': 'dev/0.5.15', 'remote': 'public',
         'remotes': {'public': 'git@gitlab.kitware.com:computer-vision/kwarray.git'},
     },
     {
@@ -804,13 +804,13 @@ DEVEL_REPOS = [
         'remotes': {'public': 'git@gitlab.kitware.com:utils/scriptconfig.git'},
     },
     {
-        'name': 'ndsampler', 'branch': 'dev/0.5.12', 'remote': 'public',
+        'name': 'ndsampler', 'branch': 'dev/0.5.14', 'remote': 'public',
         'remotes': {'public': 'git@gitlab.kitware.com:computer-vision/ndsampler.git'},
     },
 
     # netharn - training harness
     {
-        'name': 'netharn', 'branch': 'dev/0.5.14', 'remote': 'public',
+        'name': 'netharn', 'branch': 'dev/0.5.15', 'remote': 'public',
         'remotes': {'public': 'git@gitlab.kitware.com:computer-vision/netharn.git'},
     },
 ]