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Container image takes more memory.can someone help me to reduce the size?
There are a number of sites on the net providing some recommendations on reducing the size of images. Here are a couple that seem to have reasonable guidance:
Tips to Reduce Docker Image Size
Reduce Docker Image Size
Do have a look to see if those are helpful for you.