Add v3.12.0 changelog, setup.py and version bump

CHANGELOG.md

@@ -1,5 +1,23 @@
 # Changelog
 
+## v3.12.0 (2026-10-19)
+
+### Features
+- Add g7 instance support to the nvidia-device-plugin and aws-efa-k8s-device-plugin (#447)
+- Grant the inference operator access to `InferenceGatewayConfig` via RBAC (#463)
+
+### Bug Fixes and Other Changes
+- Stabilize integration cluster tests (#469)
+- Add compatibility with the Kubernetes Python client 37.x for `list-cluster` (#469)
+- Load Kubernetes credentials for `hyp create ray-dashboard-connection` through `load_kubeconfig` (#458)
+
+### Helm Chart Changes
+- Upgrade the inference operator to v3.7 with configurable logging priority (#464)
+- Update the inference-operator subchart to v3.6 (chart 2.6.0) (#461)
+- Bump the hyperpod-inference-operator subchart reference to 2.7.0 (#466)
+- Upgrade the GPU operator subchart from v26.3.1 to v26.7.0 (#467)
+- Release Health Monitoring Agent 1.0.2710.0_1.0.501.0 with bug fixes and CVE fixes (#468)
+
 ## v3.11.0 (2026-09-02)
 
 ### Features

pyproject.toml

@@ -5,7 +5,7 @@ build-backend = "setuptools.build_meta"
 [project]
 dynamic = ["dependencies"]
 name = "sagemaker-hyperpod"
-version = "3.11.0"
+version = "3.12.0"
 description = "Amazon SageMaker HyperPod SDK and CLI"
 readme = "README.md"
 requires-python = ">=3.8"

setup.py

@@ -47,7 +47,7 @@
 setup(
     data_files=sagemaker_hyperpod_recipes,
     name="sagemaker-hyperpod",
-    version="3.11.0",
+    version="3.12.0",
     description="Amazon SageMaker HyperPod SDK and CLI",
     long_description=open("README.md").read(),
     long_description_content_type="text/markdown",