Table 4.

Overview of the CNN architecture.

Name	Patch Size/Stride	Output Size
Conv 1	$3\times 3∕1$	$32\times 128\times 64$
Conv 2	$3\times 3∕1$	$32\times 128\times 64$
Max Pool 3	$3\times 3∕2$	$32\times 64\times 32$
Residual 4	$3\times 3∕1$	$32\times 64\times 32$
Residual 5	$3\times 3∕1$	$32\times 64\times 32$
Residual 6	$3\times 3∕2$	$64\times 32\times 16$
Residual 7	$3\times 3∕1$	$64\times 32\times 16$
Residual 8	$3\times 3∕2$	$128\times 16\times 8$
Residual 9	$3\times 3∕1$	$128\times 16\times 8$
Dense 10		128
Batch and $l_2$ normalization		128