diff --git a/.gitignore b/.gitignore
index e649f55..9681806 100644
--- a/.gitignore
+++ b/.gitignore
@@ -103,8 +103,6 @@ venv.bak/
 # mypy
 .mypy_cache/
 
-*/TensorFlow_benchmark/src/*
-
 */.vscode/*
 .vscode/settings.json
 
diff --git a/Makefile b/Makefile
index 2de2625..85f2eaf 100644
--- a/Makefile
+++ b/Makefile
@@ -4,7 +4,7 @@ include .dev_env
 
 cookiecutter:
 ifdef subscription_id
-	cd ../ && cookiecutter AMLDistCC --no-input \
+	cd ../ && cookiecutter DistributedDeepLearning --no-input \
 	 subscription_id=${subscription_id} \
 	 resource_group=mstestdistrg \
 	 data=/mnt/imagenet_test \
diff --git a/{{cookiecutter.project_name}}/TensorFlow_benchmark/src/.gitkeep b/{{cookiecutter.project_name}}/TensorFlow_benchmark/src/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/{{cookiecutter.project_name}}/control/src/aml_compute.py b/{{cookiecutter.project_name}}/control/src/aml_compute.py
index 58539a9..978375b 100644
--- a/{{cookiecutter.project_name}}/control/src/aml_compute.py
+++ b/{{cookiecutter.project_name}}/control/src/aml_compute.py
@@ -79,7 +79,7 @@ def _prepare_environment_definition(dependencies_file, distributed):
     env_def.python.conda_dependencies = conda_dep
     env_def.docker.enabled = True
     env_def.docker.gpu_support = True
-    env_def.docker.base_image = azureml.core.runconfig.DEFAULT_GPU_IMAGE
+    env_def.docker.base_image = "mcr.microsoft.com/azureml/base-gpu:intelmpi2018.3-cuda9.0-cudnn7-ubuntu16.04"
     env_def.docker.shm_size = "8g"
     env_def.environment_variables["NCCL_SOCKET_IFNAME"] = "eth0"
     env_def.environment_variables["NCCL_IB_DISABLE"] = 1
@@ -371,7 +371,7 @@ class TFExperimentCLI(ExperimentCLI):
             script_params,
             node_count=node_count,
             process_count_per_node=process_count_per_node,
-            docker_args=docker_args,
+            docker_args=docker_args
         )
         # TEMPORARY HACK: Bugs with AML necessitate the code below, once fixed remove
         estimator.conda_dependencies.remove_pip_package("horovod==0.15.2")