yabufarha / ms-tcn

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Size of temporal receptive field #26

Closed basavaraj-hampiholi closed 3 years ago

basavaraj-hampiholi commented 4 years ago

Hello,

I see that the temporal receptive field size of single stage is 2047 as you are using only 10(L) layers. Since you are only passing the output probabilities(without additional features) to the next stage, I think the temporal receptive field size does not increase due to multi-stages. So, the temporal receptive field size of the entire network is 2047 irrespective of number of stages?

Please clarify my understanding.

Thank you, Raj

yabufarha commented 4 years ago

Dear Raj,

whether you pass probabilities or features, the receptive field increases as you add more stages.

Best, Yazan

basavaraj-hampiholi commented 4 years ago

Thanks for clarification Yazan

Best, Raj