Always use up-to-date and supported container images in Dockerfiles and configuration files. Before specifying a base image or version: 1. Verify the image hasn't been deprecated 2. Confirm the specified version is available in repositories 3. Consider cross-platform compatibility requirements For example, instead of: ```dockerfile FROM cosdt/cann:${ASCEND_VERSION} AS ascend-build-arm64 ``` Use the recommended current alternative: ```dockerfile FROM ascendai/cann:${ASCEND_VERSION} AS ascend-build-arm64 ``` Similarly, when updating dependency versions like ROCm, verify availability and compatibility with your base OS image: ```dockerfile # Check if this version exists with your base image before specifying ARG ROCM_VERSION=6.3.2 ``` When the desired version isn't available with your current base image, consider updating the base image itself (e.g., moving from centos-7 to almalinux-8 for newer ROCm versions).