diff --git a/caffe2fluid/doc/ReadMe.md b/caffe2fluid/doc/ReadMe.md
index 9b6a42f4f210c22d40f9390d3924944e1886604d..320cc7916f6ad25833c44da22d69c714b0a64798 100644
--- a/caffe2fluid/doc/ReadMe.md
+++ b/caffe2fluid/doc/ReadMe.md
@@ -15,7 +15,7 @@
 | 8    | [Crop](http://caffe.berkeleyvision.org/tutorial/layers/crop.html) | [fluid.layers.crop](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-51-crop) | [差异对比](Crop.md) |
 | 9    | [Deconvolution](http://caffe.berkeleyvision.org/tutorial/layers/deconvolution.html) | [fluid.layers.conv2d_transpose](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-46-conv2d_transpose) | [差异对比](Deconvolution.md) |
 | 10   | [Dropout](http://caffe.berkeleyvision.org/tutorial/layers/dropout.html) | [fluid.layers.dropout](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-56-dropout) | [差异对比](Dropout.md) |
-| 11   | [Eltwise](http://caffe.berkeleyvision.org/tutorial/layers/eltwise.html) | 无相应接口                                                      | [Paddle实现](https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/Eltwise.md) |
+| 11   | [Eltwise](http://caffe.berkeleyvision.org/tutorial/layers/eltwise.html) | 无相应接口                                                      | [Paddle实现方法](https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/Eltwise.md) |
 | 12   | [ELU](http://caffe.berkeleyvision.org/tutorial/layers/elu.html) | [fluid.layers.elu](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-68-elu) | 功能一致                                                     |
 | 13   | [EuclideanLoss](http://caffe.berkeleyvision.org/tutorial/layers/euclideanloss.html) | [fluid.layers.square_error_cost](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-167-square_error_cost) | [差异对比](EuclideanLoss.md) |
 | 14   | [Exp](http://caffe.berkeleyvision.org/tutorial/layers/exp.html) | [fluid.layers.exp](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-186-exp) | [差异对比](Exp.md) |
@@ -27,7 +27,7 @@
 | 20   | [Pooling](http://caffe.berkeleyvision.org/tutorial/layers/pooling.html) | [fluid.layers.pool2d](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-115-pool2d) | [差异对比](Pooling.md) |
 | 21   | [Power](http://caffe.berkeleyvision.org/tutorial/layers/power.html) | [fluid.layers.pow](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-117-pow) | [差异对比](Power.md) |
 | 22   | [PReLU](http://caffe.berkeleyvision.org/tutorial/layers/prelu.html) | [fluid.layers.prelu](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-118-prelu) | 功能一致                                                     |
-| 23   | [Reduction](http://caffe.berkeleyvision.org/tutorial/layers/reduction.html) | 无相应接口                                                      | [Paddle实现](https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/Reduction.md) |
+| 23   | [Reduction](http://caffe.berkeleyvision.org/tutorial/layers/reduction.html) | 无相应接口                                                      | [Paddle实现方法](https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/Reduction.md) |
 | 24   | [ReLU](http://caffe.berkeleyvision.org/tutorial/layers/relu.html) | [fluid.layers.leaky_relu](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-128-relu)                                                            | 功能一致 |
 | 25   | [Reshape](http://caffe.berkeleyvision.org/tutorial/layers/reshape.html) | [fluid.layers.reshape](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-130-reshape) | [差异对比](Reshape.md) |
 | 26   | [SigmoidCrossEntropyLoss](http://caffe.berkeleyvision.org/tutorial/layers/sigmoidcrossentropyloss.html) | [fluid.layers.sigmoid_cross_entropy_with_logits](http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#permalink-158-sigmoid_cross_entropy_with_logits) | [差异对比](SigmoidCrossEntropyLoss.md) |