[AutoDeploy] more robust handling of attention interface and input nodes

[lucaslie]

This PR improves handling of our inputs that are provided by the cache interface:

• better switch between original two inputs and full inputs after cache metadata
• handling of case when both MLA and MHA layers are present and hence inputs should only be added once
• simplification of attention interface

Test Coverage

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[lucaslie]

/bot run

[tensorrt-cicd]

PR_Github #5411 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #5411 [ run ] completed with state SUCCESS /LLM/main/L0_MergeRequest_PR pipeline #3948 completed with status: 'FAILURE'

[lucaslie]

/bot run

[tensorrt-cicd]

PR_Github #5523 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #5523 [ run ] completed with state SUCCESS /LLM/main/L0_MergeRequest_PR pipeline #4025 completed with status: 'FAILURE'

[lucaslie]

/bot run

[tensorrt-cicd]

PR_Github #5536 [ run ] triggered by Bot

[lucaslie]

/bot run

[tensorrt-cicd]

PR_Github #5541 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #5536 [ run ] completed with state ABORTED /LLM/main/L0_MergeRequest_PR pipeline #4037 completed with status: 'FAILURE'

[tensorrt-cicd]

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[lucaslie]

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[tensorrt-cicd]

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[tensorrt-cicd]

PR_Github #5759 [ run ] completed with state SUCCESS /LLM/main/L0_MergeRequest_PR pipeline #4213 completed with status: 'FAILURE'

[lucaslie]

will be merged via https://github.com/nv-auto-deploy/TensorRT-LLM/pull/31