NVIDIA / NVIDIA/TensorRT

使用TRT量化的int8模型做推理,偶尔会报如下错误,这是什么原因

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Module:Quantization
Dominant language
C++
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Description

[TRT] [E] IExecutionContext::enqueueV3: Error Code 1: Myelin ([executor.cpp:myelinGraphLoad:836] Called with an already loaded binary graph.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reproducing the intermittent failure at IExecutionContext::enqueueV3 with the INT8 model and collect the TensorRT, Myelin, CUDA, and GPU context details. Compare successful and failing runs to identify what causes Myelin to load an already loaded binary graph. Done means documenting a reproducible cause and an actionable fix or workaround.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
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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