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error while train model with match mask_rcnn_fbnetv3g_fpn.yaml #635

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rochist opened this issue Nov 14, 2023 · 0 comments
Open

error while train model with match mask_rcnn_fbnetv3g_fpn.yaml #635

rochist opened this issue Nov 14, 2023 · 0 comments
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@rochist
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rochist commented Nov 14, 2023

I trained model with faster_rcnn_fbnetv3a_C4.yaml I exported the model to *.pt and run it on android with out any issue.
I tried to train model for smaller objects therefore I change my weight to mask_rcnn_fbnetv3g_fpn.yaml, it works perfect on python environment, but when I try to use it in android, I keep getting the error below:
FATAL EXCEPTION: Thread-2
Process: org.pytorch.demo.objectdetection, PID: 4185
com.facebook.jni.CppException: Output channel size of weight and bias must match.

                                                                                                  Debug info for handle(s): debug_handles:{-1}, was not found.
                                                                                                  
                                                                                                Exception raised from apply_impl at /home/agunapal/pytorch/aten/src/ATen/native/quantized/cpu/qconv.cpp:899 (most recent call first):
                                                                                                (no backtrace available)
                                                                                                	at org.pytorch.LiteNativePeer.forward(Native Method)
                                                                                                	at org.pytorch.Module.forward(Module.java:52)
                                                                                                	at org.pytorch.demo.objectdetection.MainActivity.run(MainActivity.java:331)
                                                                                                	at java.lang.Thread.run(Thread.java:1012)
@rochist rochist added the bug Something isn't working label Nov 14, 2023
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