I understand you want to use small/medium/large VM sizes for Azure Lab Services in Japan-east region. There is no limitation and you have this option when creating your lab. Like any VM it is possible to run into capacity issues, in that case you may need to temporarily use a different size. I check and was able to setup Labs with these sizes in the Japan-east region. Please try and let me know if you run into any issues.
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