[feat]: Allow for a settable end-of-sequence/padding token in max throughput benchmark.

[FrankD412]

This PR adds the ability to specify the EOS + PAD identifiers when running the throughput benchmark via trtllm-bench. The throughput subcommand is currently our primary way to interact with the PyTorch backend so all related work is going through this subcommand and there are cases where we need to be able to ignore/not ignore the EOS.

[FrankD412]

/bot run

[tensorrt-cicd]

PR_Github #3636 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #3636 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #2571 completed with status: 'SUCCESS'

[FrankD412]

/bot --reuse-pipeline

[github-actions]

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[nvpohanh]

/bot run

[tensorrt-cicd]

PR_Github #3776 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #3776 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #2673 completed with status: 'FAILURE'

[FrankD412]

/bot run

[tensorrt-cicd]

PR_Github #3899 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #3899 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #2765 completed with status: 'SUCCESS'