Table 1.

Detailed properties of parameters for all layers.

Block	Layers	Output Size	Operator	Height	Width	Depth	No.
Input	Input	$496\times 496\times 3$	-	-	-	-	-
Conv1		$496\times 496\times 36$	conv	3	3	3	36
CliqueBlock1	$X_{1-4}^{\left(1\right)}$	$496\times 496\times 36$	conv	3	3	36	36
TD1 ( transition down)		$248\times 248\times 36$	conv	1	1	36	36
		$248\times 248\times 36$	avp	2	2	-	-
CliqueBlock2	$X_{1-4}^{\left(2\right)}$	$248\times 248\times 36$	conv	3	3	36	36
TD2		$124\times 124\times 36$	conv	1	1	36	36
		$124\times 124\times 36$	avp	2	2	-	-
CliqueBlock3	$X_{1-4}^{\left(3\right)}$	$124\times 124\times 36$	conv	3	3	36	36
TU1		$248\times 248\times 36$	deconv	3	3	36	36
CliqueBlock4	$X_{1-4}^{\left(4\right)}$	$248\times 248\times 36$	conv	3	3	36	36
TU2		$496\times 496\times 36$	deconv	3	3	36	36
CliqueBlock5	$X_{1-4}^{\left(5\right)}$	$496\times 496\times 36$	conv	3	3	36	36
Conv2		$496\times 496\times 36$	conv	1	1	36	2
Output		$496\times 496\times 2$	-	-	-	-	-