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Invalid argument: ensemble 'ensemble' depends on 'tensorrt_llm' which has no loaded version. Model 'tensorrt_llm' loading failed with error

Open nikhilcms opened this issue 1 year ago • 5 comments

Hello,

can anyone explain how did you solved below error ?: E0625 08:07:38.858565 1073 model_repository_manager.cc:579] Invalid argument: ensemble 'ensemble' depends on 'tensorrt_llm' which has no loaded version. Model 'tensorrt_llm' loading failed with error: version 1 is at UNAVAILABLE state: Invalid argument: unable to find backend library for backend '${triton_backend}', try specifying runtime on the model configuration.;

using tensorrt_backend=0.10.0 I have generated engine file and trying to deploy model using below command:

tritonserver --model-repository=path-to-tensorrt-engine --model-control-mode=explicit --load-model=preprocessing --load-model=postprocessing --load-model=tensorrt_llm --load-model=tensorrt_llm_bls --load-model=ensemble --log-verbose=2 --log-info=1 --log-warning=1 --log-error=1

nikhilcms avatar Jul 21 '24 17:07 nikhilcms

Same problem

penPenf28 avatar Jul 25 '24 06:07 penPenf28

Facing the same issue with 0.11.0 of tensorrt_llm_backend

manickavela29 avatar Aug 01 '24 11:08 manickavela29

Inside tesorrt_llm dir, open config.pbtxt file and change backend from ${triton_backend} to tensorrtllm

nikhilcms avatar Aug 01 '24 12:08 nikhilcms

this worked, Thanks

manickavela29 avatar Sep 01 '24 06:09 manickavela29

This issue is stale because it has been open 30 days with no activity. Remove stale label or comment or this will be closed in 15 days."

github-actions[bot] avatar Oct 02 '24 02:10 github-actions[bot]