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docs: clarify GPU detection uses separate container in journal
Updated journal entry #16 to specify nvidia/cuda container spawning. Version bump: 3.3.2 -> 3.3.3
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@@ -50,4 +50,4 @@ This journal tracks substantive work on documents, diagrams, and documentation c
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**Result**: Changed watchtower image from containrrr/watchtower:latest to nickfedor/watchtower:latest in compose.yml, new image is actively maintained and compatible with latest Docker versions, bumped version to 3.3.1
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16. **Task - Cleanup startup scripts**: Removed obsolete nvidia-smi script and renumbered ensure_groups<br>
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**Result**: Deleted 01_nvidia-smi.sh (GPU detection handled in jupyterhub_config.py), renamed 02_ensure_groups.py to 01_ensure_groups.py for sequential ordering, bumped version to 3.3.2
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**Result**: Deleted 01_nvidia-smi.sh (GPU detection now uses separate nvidia/cuda container spawned by jupyterhub_config.py), renamed 02_ensure_groups.py to 01_ensure_groups.py for sequential ordering, bumped version to 3.3.2
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@@ -3,7 +3,7 @@ PROJECT_NAME="stellars-jupyterhub-ds"
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PROJECT_DESCRIPTION="Multi-user JupyterHub 4 deployment platform with data science stack, GPU auto-detection, NativeAuthenticator, and isolated per-user environments spawned via DockerSpawner"
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# Version
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VERSION="3.3.2_cuda-12.9.1_jh-5.4.2"
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VERSION="3.3.3_cuda-12.9.1_jh-5.4.2"
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VERSION_COMMENT="Updated watchtower to maintained fork (nickfedor/watchtower), configuration-agnostic volume management, admin notification broadcast, privileged user docker.sock access"
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RELEASE_TAG="RELEASE_3.2.11"
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RELEASE_DATE="2025-11-09"
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