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Does your model produce different results each time it is run? #43

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atonyo11 opened this issue Nov 22, 2023 · 4 comments
Open

Does your model produce different results each time it is run? #43

atonyo11 opened this issue Nov 22, 2023 · 4 comments

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@atonyo11
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Hi author.
Does your model produce different results each time it is run?

@ycmin95
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ycmin95 commented Dec 11, 2023

In our experiments, it will produce the deterministic result with the same random seed. As you can find in the code, we fix most of random seeds.

@atonyo11
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Thank you for your reply. But I run with the default code (uncomment loss_weights: SeqCTC: 1.0, ConvCTC: 1.0 for VAC), but I got different result each time.

@ycmin95
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ycmin95 commented Dec 12, 2023

It may depend on the environment and the device, thus I couldn't provide clear answer to this question.

@ycmin95
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ycmin95 commented Dec 12, 2023

It may depend on the environment and the device, thus I couldn't provide clear answer to this question.

For more information: REPRODUCIBILITY

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