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wanghq21 / MICN

Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)
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Regarding the kernel size of the isometric convolution #11

Open linfeng-du opened 1 year ago

linfeng-du commented 1 year ago

In the paper it is said that the kernel size of the isometric convolution is set to equal the input sequence length. However from the code, kernel_size=(seq_len + pred_len + ksize - ksize % 2) // ksize. Is this intended?

linfeng-du commented 1 year ago

Ah I seem to get it. Isometric convolution is applied after downsampling so the sequence length is already reduced. Here is to calculate the sequence length after downsampling. May the author confirm if that's correct? Thanks!