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How to Parallelize Transformer Model for Machine Translation on 8 GPUs?

I am attempting to perform machine translation using a transformer model in a manner almost identical to the original article. While the model works reasonably well, it requires greater computational resources. To address this, I ran the model on a computer with 8 GPU processors, but I lack experience in this area.
I tried to make the necessary adjustments for parallelization: