chore: add post-build artifact files for 1.12.0 release

build_artifacts/v1/v1.12/v1.12.0/CHANGELOG-cpu.md

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+# Change log: 1.12.0(cpu)
+
+## Upgrades: 
+
+Package | Previous Version | Current Version
+---|---|---
+python|3.10.14|3.10.16
+altair|5.4.1|5.5.0
+ipython|8.27.0|8.30.0
+amazon-q-developer-jupyterlab-ext|3.2.0|3.4.5
+jupyter-ai|2.23.0|2.28.1
+amazon-sagemaker-jupyter-ai-q-developer|1.0.9|1.0.14
+jupyter-scheduler|2.7.1|2.10.0
+amazon-sagemaker-jupyter-scheduler|3.1.5|3.1.7
+amazon_sagemaker_sql_editor|0.1.11|0.1.13
+libmamba|1.5.9|1.5.11
+jupyterlab-git|0.50.1|0.50.2
+matplotlib|3.9.2|3.9.3
+python-gssapi|1.8.3|1.9.0
+sagemaker-code-editor|1.1.0|1.1.5
+sagemaker-jupyterlab-emr-extension|0.3.3|0.3.4
+uvicorn|0.30.6|0.32.1

build_artifacts/v1/v1.12/v1.12.0/CHANGELOG-gpu.md

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+# Change log: 1.12.0(gpu)
+
+## Upgrades: 
+
+Package | Previous Version | Current Version
+---|---|---
+python|3.10.14|3.10.16
+altair|5.4.1|5.5.0
+ipython|8.27.0|8.30.0
+amazon-q-developer-jupyterlab-ext|3.2.0|3.4.5
+jupyter-ai|2.23.0|2.28.1
+amazon-sagemaker-jupyter-ai-q-developer|1.0.9|1.0.14
+jupyter-scheduler|2.7.1|2.10.0
+amazon-sagemaker-jupyter-scheduler|3.1.5|3.1.7
+amazon_sagemaker_sql_editor|0.1.11|0.1.13
+libmamba|1.5.9|1.5.11
+jupyterlab-git|0.50.1|0.50.2
+matplotlib|3.9.2|3.9.3
+python-gssapi|1.8.3|1.9.0
+sagemaker-code-editor|1.1.0|1.1.5
+sagemaker-jupyterlab-emr-extension|0.3.3|0.3.4
+uvicorn|0.30.6|0.32.1

build_artifacts/v1/v1.12/v1.12.0/RELEASE.md

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+# Release notes: 1.12.0
+
+Package | gpu| cpu
+---|---|---
+python|3.10.16|3.10.16
+numpy|1.26.4|1.26.4
+jinja2|3.1.4|3.1.4
+altair|5.5.0|5.5.0
+boto3|1.34.162|1.34.162
+ipython|8.30.0|8.30.0
+jupyter-lsp|2.2.5|2.2.5
+jupyterlab|4.1.6|4.1.6
+amazon-q-developer-jupyterlab-ext|3.4.5|3.4.5
+langchain|0.2.5|0.2.5
+jupyter-ai|2.28.1|2.28.1
+amazon-sagemaker-jupyter-ai-q-developer|1.0.14|1.0.14
+jupyter-scheduler|2.10.0|2.10.0
+amazon-sagemaker-jupyter-scheduler|3.1.7|3.1.7
+pandas|2.1.4|2.1.4
+amazon-sagemaker-sql-magic|0.1.3|0.1.3
+jupyterlab-lsp|5.0.3|5.0.3
+amazon_sagemaker_sql_editor|0.1.13|0.1.13
+scipy|1.11.4|1.11.4
+scikit-learn|1.4.2|1.4.2
+pip|23.3.2|23.3.2
+torchvision|0.15.2|0.15.2
+autogluon|0.8.3|0.8.3
+ipywidgets|8.1.5|8.1.5
+notebook|7.1.3|7.1.3
+jupyter|1.1.1|1.1.1
+aws-glue-sessions|1.0.7|1.0.7
+libmamba|1.5.11|1.5.11
+conda|23.11.0|23.11.0
+fastapi|0.110.3|0.110.3
+jupyter-collaboration|1.1.0|1.1.0
+jupyter-dash|0.4.2|0.4.2
+jupyter-server-proxy|4.4.0|4.4.0
+jupyterlab-git|0.50.2|0.50.2
+keras|2.14.0|2.15.0
+langchain-aws|0.1.18|0.1.18
+matplotlib|3.9.3|3.9.3
+nodejs|18.20.3|18.20.3
+py-xgboost-gpu|1.7.6| 
+thrift_sasl|0.4.3|0.4.3
+pyhive|0.7.0|0.7.0
+python-gssapi|1.9.0|1.9.0
+python-lsp-server|1.12.0|1.12.0
+pytorch-gpu|2.0.0| 
+sagemaker-code-editor|1.1.5|1.1.5
+sagemaker-headless-execution-driver|0.0.13|0.0.13
+sagemaker-jupyterlab-emr-extension|0.3.4|0.3.4
+sagemaker-jupyterlab-extension|0.3.2|0.3.2
+sagemaker-kernel-wrapper|0.0.4|0.0.4
+sagemaker-python-sdk|2.227.0|2.227.0
+sagemaker-studio-analytics-extension|0.1.2|0.1.2
+sasl|0.3.1|0.3.1
+supervisor|4.2.5|4.2.5
+tensorflow-gpu|2.14.0| 
+uvicorn|0.32.1|0.32.1
+pytorch| |2.0.0
+py-xgboost-cpu| |1.7.6
+tensorflow| |2.15.0