Releases: NVIDIA/k8s-device-plugin
v0.15.0
The NVIDIA GPU Device Plugin v0.15.0 release includes the following major changes:
Consolidated the NVIDIA GPU Device Plugin and NVIDIA GPU Feature Discovery repositories
Since the NVIDIA GPU Device Plugin and GPU Feature Discovery (GFD) components are often used together, we have consolidated the repositories. The primary goal was to streamline the development and release process and functionality remains unchanged. The user facing changes are as follows:
- The two components will use the same version, meaning that the GFD version jumps from
v0.8.2
tov0.15.0
. - The two components use the same container image, meaning that instead of
nvcr.io/nvidia/gpu-feature-discovery
is to be usednvcr.io/nvidia/k8s-device-plugin
. Note that this may mean that thegpu-feature-discovery
command needs to be explicitly specified.
In order to facilitate the transition for users that rely on a standalone GFD deployment, this release includes a gpu-feature-discovery
helm chart in the device plugin helm repository.
Added experimental support for GPU partitioning using MPS.
This release of the NVIDIA GPU Device Plugin includes experiemental support for GPU sharing using CUDA MPS. Feedback on this feature is appreciated.
This functionality is not production ready and includes a number of known issues including:
- The device plugin may show as started before it is ready to allocate shared GPUs while waiting for the CUDA MPS control daemon to come online.
- There is no synchronization between the CUDA MPS control daemon and the GPU Device Plugin under restarts or configuration changes. This means that workloads may crash if they lose access to shared resources controlled by the CUDA MPS control daemon.
- MPS is only supported for full GPUs.
- It is not possible to "combine" MPS GPU requests to allow for access to more memory by a single container.
Deprecation Notice
The following table shows a set of new CUDA driver and runtime version labels and their existing equivalents. The existing labels should be considered deprecated and will be removed in a future release.
New Label | Deprecated Label |
---|---|
nvidia.com/cuda.driver-version.major |
nvidia.com/cuda.driver.major |
nvidia.com/cuda.driver-version.minor |
nvidia.com/cuda.driver.minor |
nvidia.com/cuda.driver-version.revision |
nvidia.com/cuda.driver.rev |
nvidia.com/cuda.driver-version.full |
|
nvidia.com/cuda.runtime-version.major |
nvidia.com/cuda.runtime.major |
nvidia.com/cuda.runtime-version.minor |
nvidia.com/cuda.runtime.minor |
nvidia.com/cuda.runtime-version.full |
Full Changelog: v0.14.0...v0.15.0
Changes since v0.15.0-rc.2
- Moved
nvidia-device-plugin.yml
static deployment at the root of the repository todeployments/static/nvidia-device-plugin.yml
. - Simplify PCI device clases in NFD worker configuration.
- Update CUDA base image version to 12.4.1.
- Switch to Ubuntu22.04-based CUDA image for default image.
- Add new CUDA driver and runtime version labels to align with other NFD version labels.
- Update NFD dependency to v0.15.3.
v0.15.0-rc.2
- Bump CUDA base image version to 12.3.2
- Add
cdi-cri
device list strategy. This uses the CDIDevices CRI field to request CDI devices instead of annotations. - Set MPS memory limit by device index and not device UUID. This is a workaround for an issue where
these limits are not applied for devices if set by UUID. - Update MPS sharing to disallow requests for multiple devices if MPS sharing is configured.
- Set mps device memory limit by index.
- Explicitly set sharing.mps.failRequestsGreaterThanOne = true.
- Run tail -f for each MPS daemon to output logs.
- Enforce replica limits for MPS sharing.
v0.15.0-rc.1
- Import GPU Feature Discovery into the GPU Device Plugin repo. This means that the same version and container image is used for both components.
- Add tooling to create a kind cluster for local development and testing.
- Update
go-gpuallocator
dependency to migrate away from the deprecatedgpu-monitoring-tools
NVML bindings. - Remove
legacyDaemonsetAPI
config option. This was only required for k8s versions < 1.16. - Add support for MPS sharing.
- Bump CUDA base image version to 12.3.1
v0.15.0-rc.2
What's changed
- Bump CUDA base image version to 12.3.2
- Add
cdi-cri
device list strategy. This uses the CDIDevices CRI field to request CDI devices instead of annotations. - Set MPS memory limit by device index and not device UUID. This is a workaround for an issue where
these limits are not applied for devices if set by UUID. - Update MPS sharing to disallow requests for multiple devices if MPS sharing is configured.
- Set mps device memory limit by index.
- Explicitly set sharing.mps.failRequestsGreaterThanOne = true.
- Run tail -f for each MPS daemon to output logs.
- Enforce replica limits for MPS sharing.
v0.14.5
What's Changed
- Update the nvidia-container-toolkit go dependency. This fixes a bug in CDI spec generation on systems were
lib -> usr/lib
symlinks exist. - Update the CUDA base images to 12.3.2
Full Changelog: v0.14.4...v0.14.5
v0.15.0-rc.1
What's Changed
- Import GPU Feature Discovery into the GPU Device Plugin repo. This means that the same version and container image is used for both components.
- Add tooling to create a kind cluster for local development and testing.
- Update
go-gpuallocator
dependency to migrate away from the deprecatedgpu-monitoring-tools
NVML bindings. - Remove
legacyDaemonsetAPI
config option. This was only required for k8s versions < 1.16. - Add support for MPS sharing.
- Bump CUDA base image version to 12.3.1
Full Changelog: v0.14.0...v0.15.0-rc.1
v0.14.4
What's Changed
- Update to refactored go-gpuallocator code. This permanently fixes the NVML_NVLINK_MAX_LINKS value addressed in a
hotfix in v0.14.3. This also addresses a bug due to uninitialized NVML when calling go-gpuallocator.
Full Changelog: v0.14.3...v0.14.4
v0.14.3
Bug fixes
- Patched vendored
NVML_NVLINK_MAX_LINKS
to 18 to support devices with 18 NVLinks
Dependency updates
- Bumped CUDA base images version to 12.3.0
Full Changelog: v0.14.2...v0.14.3
v0.14.2
v0.14.1
This release fixes bugs and bumps dependencies.
Bug fixes
- Fixed parsing of
deviceListStrategy
in device plugin config (#410)
Dependency Updates
- Updated CUDA Base Image to 12.2.0
- Update GPU Feature Discovery version to
v0.8.1
- Update Node Feature Discovery to
v0.13.2
- Updated Go dependencies.
Full Changelog: v0.14.0...v0.14.1
v0.14.0
Full Changelog: v0.13.0...v0.14.0
Changes
- Promote
v0.14.0-rc.3
tov0.14.0
- Bumped
nvidia-container-toolkit
dependency to latest version for newer CDI spec generation code - Updated GFD subchart to version v0.8.0
Changes from v0.14.0-rc.3
- Removed the
--cdi-enabled
config option and instead trigger CDI injection based oncdi-annotation
strategy. - Bumped
go-nvlib
dependency to latest version to support new MIG profiles. - Added
cdi-annotation-prefix
config option to control how CDI annotations are generated. - Renamed
driver-root-ctr-path
config option added inv0.14.0-rc.1
tocontainer-driver-root
. - Updated GFD subchart to version v0.8.0-rc.2
Changes from v0.14.0-rc.2
- Fix bug from v0.14.0-rc.1 when using cdi-enabled=false
Changes from v0.14.0-rc.1
- Added --cdi-enabled flag to GPU Device Plugin. With this enabled, the device plugin will generate CDI specifications for available NVIDIA devices. Allocation will add CDI anntiations (
cdi.k8s.io/*
) to the response. These are read by a CDI-enabled runtime to make the required modifications to a container being created. - Updated GFD subchard to version 0.8.0-rc.1
- Bumped Golang version to 1.20.1
- Bumped CUDA base images version to 12.1.0
- Switched to klog for logging
- Added a static deployment file for Microshift
Note:
The container image nvcr.io/nvidia/k8s-device-plugin-v0.14.0-ubi8
contains the following high-severity CVEs:
- CVE-2023-0286 - Vulnerability found in os package type (rpm) - openssl-libs
- CVE-2023-24329 - Vulnerability found in os package type (rpm) - platform-python and python3-libs
v0.14.0-rc.3
Full Changelog: v0.14.0-rc.2...v0.14.0-rc.3
Changes
- Removed the
--cdi-enabled
config option and instead trigger CDI injection based oncdi-annotation
strategy. - Bumped
go-nvlib
dependency to latest version to support new MIG profiles. - Added
cdi-annotation-prefix
config option to control how CDI annotations are generated. - Renamed
driver-root-ctr-path
config option added inv0.14.0-rc.1
tocontainer-driver-root
. - Updated GFD subchart to version v0.8.0-rc.2