Update training packaging pipeline's docker files - #20853
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### Description Similar to #20786 . The last PR was able to update all pipelines and all docker files. This is a follow-up to that PR. ### Motivation and Context 1. To extract the common part as a reusable build infra among different ONNX Runtime projects. 2. Avoid hitting docker hub's limit: 429 Too Many Requests - Server message: toomanyrequests: You have reached your pull rate limit. You may increase the limit by authenticating and upgrading: https://www.docker.com/increase-rate-limit
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Description
Similar to #20786 . The last PR was able to update all pipelines and all docker files. This is a follow-up to that PR.
Motivation and Context