fixing the run and model scripts for running the BingBertSquad #58
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After refactoring the running scripts, we missed to pass the local_rank argument that the Transformer kernel requires to run on multiple GPUs. I add it to the transformer_kernel configuration. Also the torch.distributed needs to be initialized before the model is created in nvidia_run_squad_deepspeed.py, otherwise, it fails when running the baseline. The rest of the changes is due to the formatting!