diff --git a/cnn-aseg-demo/deeplearn_utils/DeepImageSynth.pyc b/cnn-aseg-demo/deeplearn_utils/DeepImageSynth.pyc deleted file mode 100644 index 1519309cbbf..00000000000 Binary files a/cnn-aseg-demo/deeplearn_utils/DeepImageSynth.pyc and /dev/null differ diff --git a/cnn-aseg-demo/deeplearn_utils/__init__.pyc b/cnn-aseg-demo/deeplearn_utils/__init__.pyc deleted file mode 100644 index b333941dd8a..00000000000 Binary files a/cnn-aseg-demo/deeplearn_utils/__init__.pyc and /dev/null differ diff --git a/cnn-aseg-demo/deeplearn_utils/__pycache__/__init__.cpython-35.pyc b/cnn-aseg-demo/deeplearn_utils/__pycache__/__init__.cpython-35.pyc deleted file mode 100644 index 4087d91f601..00000000000 Binary files a/cnn-aseg-demo/deeplearn_utils/__pycache__/__init__.cpython-35.pyc and /dev/null differ diff --git a/cnn-aseg-demo/deeplearn_utils/unet_model.pyc b/cnn-aseg-demo/deeplearn_utils/unet_model.pyc deleted file mode 100644 index fc262d82794..00000000000 Binary files a/cnn-aseg-demo/deeplearn_utils/unet_model.pyc and /dev/null differ diff --git a/deeplearn_utils/DeepImageSynth.pyc b/deeplearn_utils/DeepImageSynth.pyc deleted file mode 100644 index 191f8915fe1..00000000000 Binary files a/deeplearn_utils/DeepImageSynth.pyc and /dev/null differ diff --git a/deeplearn_utils/__init__.pyc b/deeplearn_utils/__init__.pyc deleted file mode 100644 index ab330420b6b..00000000000 Binary files a/deeplearn_utils/__init__.pyc and /dev/null differ diff --git a/deeplearn_utils/unet_model.pyc b/deeplearn_utils/unet_model.pyc deleted file mode 100644 index 58ccc51d6b0..00000000000 Binary files a/deeplearn_utils/unet_model.pyc and /dev/null differ