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'tss' node connection? about nats-bench HOT 3 CLOSED

d-x-y avatar d-x-y commented on August 19, 2024
'tss' node connection?

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D-X-Y avatar D-X-Y commented on August 19, 2024

Thanks for your questions. nor_conv_3x3 indicates a 3-by-3 convolution, the connection between node-0 and node-1 is implicitly shown in this string.
Specifically, |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2| indicates the topology of a cell with three nodes: |nor_conv_3x3~0| and |nor_conv_3x3~0|avg_pool_3x3~1| and |skip_connect~0|nor_conv_3x3~1|skip_connect~2|.

  • |nor_conv_3x3~0| means the tensor of node-1 is 3-by-3-conv( input of this cell (indicated as 0) )
  • |nor_conv_3x3~0|avg_pool_3x3~1| means the tensor of node-2 is 3-by-3-conv( input of this cell ) plus pool( node-1 ).

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LicharYuan avatar LicharYuan commented on August 19, 2024

I see. Thanks for the reply!

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D-X-Y avatar D-X-Y commented on August 19, 2024

U are welcome~

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