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Update profiler tool to support gpt2 and longformer models (microsoft…
…#6011) * support gpt2 and longformer in profiler tool * rename bert_profiler to profiler * Add --basic_optimization to allow user to use basic level of graph optimization * Add --kernel_time_only to filter kernel time and exclude fence time * Add --threshold to filter nodes that with low run time percentage.
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