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Could you please help analyze what went wrong with the reproduction process #14
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Hi @uiloatoat I checked again but everting on my side is working fine. I can think of few things.
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Dear @Mr-TalhaIlyas:
The results after training are as follows:
There is still a gap between this result and your implement. Could you please help to check whether the setting of loss is feasible? Are there any other factors affecting the results? Your work inspires us a lot. Looking forward to your guidance. Thank you again! |
@Mr-TalhaIlyas
Hello! Thank you for opening up the source code for such an exciting work. I encountered some issues while replicating your TSFD work.
The evaluation matrix obtained through replication is as follows:
When using the weight file
model.h5
you provided, the results are as followsWe have carefully checked every step of the code and configured it according to the suggestions in your paper. But the results are still disappointing as shown in the above table. We noticed that the loss did not fully converge. Currently,
epoch
is set to 150. May I ask if this result is caused by a too smallepoch
? If so, how much shouldepoch
be set appropriately? If not, do you have any suggestions?I would be extremely grateful if you could provide some suggestions to help reproduce successfully. thank you!
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