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[TRTLLM-6904][feat] add timing metrics for input processing and multimodal encoding - #20739

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yechank-nvidia:feat/mm-encoder-metrics-20261021
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[TRTLLM-6904][feat] add timing metrics for input processing and multimodal encoding#20739
yechank-nvidia wants to merge 7 commits into
NVIDIA:mainfrom
yechank-nvidia:feat/mm-encoder-metrics-20261021

[TRTLLM-6904][test] register input timing tests in the CPU list

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