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GPT-fast benchmark: remove Embedding layer from model size (#125901)

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linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 2, 2, linux.g5.4xlarge.nvidia.gpu, mem_leak_check)
succeeded May 10, 2024 in 1h 8m 33s