livepeer / livepeer/lpms

Tensorflow CUDA runtime initialization error when loading model on certain GPUs

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Description

CUDA runtime implicit initialization on GPU:0 failed. Status: device kernel image is invalid

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Research direction

Start by reproducing the TensorFlow model-loading failure on a GPU that reports the CUDA runtime initialization error. Investigate the model-loading entry point and GPU runtime configuration; done means model loading succeeds on the affected GPU without the invalid device-kernel-image error.

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Assessment

Tech stack
tensorflow
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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