From 5516eb7a51c0a069af0fa2737297a00795957885 Mon Sep 17 00:00:00 2001 From: Travis CI Date: Tue, 12 Dec 2017 06:28:53 +0000 Subject: [PATCH] Deploy to GitHub Pages: 61ec0b951656fb402e61c4dc519e80ba3fbc61d0 --- develop/doc/operators.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/develop/doc/operators.json b/develop/doc/operators.json index 94ab54c69ee..e30ec042549 100644 --- a/develop/doc/operators.json +++ b/develop/doc/operators.json @@ -4238,7 +4238,7 @@ "attrs" : [ ] },{ "type" : "lrn", - "comment" : "\nLocal Response Normalization Operator.\n\nThis operator comes from the paper:\n<>.\n\nThe original formula is:\n\n$$\nOutput(i, x, y) = Input(i, x, y) / \\left(\nk + \\alpha \\sum\\limits^{\\min(C, c + n/2)}_{j = \\max(0, c - n/2)}\n(Input(j, x, y))^2\n\\right)^{\\beta}\n$$\n\nFunction implementation:\n\nInputs and outpus are in NCHW format, while input.shape.ndims() equals 4.\nAnd dimensions 0 ~ 3 represent batch size, feature maps, rows,\nand columns, respectively.\n\nInput and Output in the formula above is for each map(i) of one image, and\nInput(i, x, y), Output(i, x, y) represents an element in an image.\n\nC is the number of feature maps of one image. n is a hyper-parameter\nconfigured when operator is initialized. The sum in the denominator\nis the sum of the same positions in the neighboring maps.\n \n", + "comment" : "\nLocal Response Normalization Operator.\n\nThis operator comes from the paper:\n<>.\n\nThe original formula is:\n\n$$\nOutput(i, x, y) = Input(i, x, y) / \\left(\nk + \\alpha \\sum\\limits^{\\min(C, c + n/2)}_{j = \\max(0, c - n/2)}\n(Input(j, x, y))^2\n\\right)^{\\beta}\n$$\n\nFunction implementation:\n\nInputs and outpus are in NCHW format, while input.shape.ndims() equals 4.\nAnd dimensions 0 ~ 3 represent batch size, feature maps, rows,\nand columns, respectively.\n\nInput and Output in the formula above is for each map(i) of one image, and\nInput(i, x, y), Output(i, x, y) represents an element in an image.\n\nC is the number of feature maps of one image. n is a hyper-parameter\nconfigured when operator is initialized. The sum in the denominator\nis the sum of the same positions in the neighboring maps.\n\n", "inputs" : [ { "name" : "X", -- GitLab