[GitHub] squidszyd opened a new issue #12876: Crashes when calling `MXPredFree(handle)`

[GitBox <gi...@apache.org>]

squidszyd opened a new issue #12876: Crashes when calling `MXPredFree(handle)`
URL: https://github.com/apache/incubator-mxnet/issues/12876
 
 
   I encounter `Segmentation Fault` issue when I call `MXPredFree` api to release prediction handler.
   
   Inside my program, there are two threads. The data thread loads data into buffer and the main thread looks for available data(batch size = B) in that buffer and select corresponding handler (initialized with batch size B) to do prediction. Note that when I call `MXPredForward`, there is a lock that ensure only one thread is calling it. (As far as I know, `MXPred` api is not thread-safe)
   
   When I stop the program, the main thread starts to loop through every handler and call `MXPredFree` to release them. However, there are chances (not every time) that my program crashes. I find that the crash happens at deconstruction of `vector<NDArray>` when the API calls `delete static_cast<MXAPIPredictor*>(handle)`.
   
   So, under what condition could this happen? Hope someone can help me with this.

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