.. _Caffe-Fluid:
########################
Caffe-Fluid常用层对应表
########################
本文档梳理了Caffe常用Layer与PaddlePaddle API对应关系和差异分析。根据文档对应关系,有Caffe使用经验的用户,可根据对应关系,快速熟悉PaddlePaddle的接口使用。
.. csv-table::
:header: "序号", "Caffe Layer", "Fluid接口", "备注"
:widths: 1, 8, 8, 3
"1", "`AbsVal `_", ":ref:`cn_api_fluid_layers_abs`", "功能一致"
"2", "`Accuracy `_", ":ref:`cn_api_fluid_layers_accuracy`", "`差异对比 `_"
"3", "`ArgMax `_", ":ref:`cn_api_fluid_layers_argmax`", "`差异对比 `_"
"4", "`BatchNorm `_", ":ref:`cn_api_fluid_layers_batch_norm`", "`差异对比 `_"
"5", "`BNLL `_", ":ref:`cn_api_fluid_layers_softplus`", "功能一致"
"6", "`Concat `_", ":ref:`cn_api_fluid_layers_concat`", "功能一致"
"7", "`Convolution `_", ":ref:`cn_api_fluid_layers_conv2d`", "`差异对比 `_"
"8", "`Crop `_", ":ref:`cn_api_fluid_layers_crop`", "`差异对比 `_"
"9", "`Deconvolution `_", ":ref:`cn_api_fluid_layers_conv2d_transpose`", "`差异对比 `_"
"10", "`Dropout `_", ":ref:`cn_api_fluid_layers_dropout`", "`差异对比 `_"
"11", "`Eltwise `_", "无相应接口", "`Fluid实现 `_"
"12", "`ELU `_", ":ref:`cn_api_fluid_layers_elu`", "功能一致"
"13", "`EuclideanLoss `_", ":ref:`cn_api_fluid_layers_square_error_cost`", "`差异对比 `_"
"14", "`Exp `_", ":ref:`cn_api_fluid_layers_exp`", "`差异对比 `_"
"15", "`Flatten `_", ":ref:`cn_api_fluid_layers_reshape`", "`差异对比 `_"
"16", "`InnerProduct `_", ":ref:`cn_api_fluid_layers_fc`", "`差异对比 `_"
"17", "`Input `_", ":ref:`cn_api_fluid_layers_data`", "`差异对比 `_"
"18", "`Log `_", ":ref:`cn_api_fluid_layers_log`", "`差异对比 `_"
"19", "`LRN `_", ":ref:`cn_api_fluid_layers_lrn`", "`差异对比 `_"
"20", "`Pooling `_", ":ref:`cn_api_fluid_layers_pool2d`", "`差异对比 `_"
"21", "`Power `_", ":ref:`cn_api_fluid_layers_pow`", "`差异对比 `_"
"22", "`PReLU `_", ":ref:`cn_api_fluid_layers_prelu`", "功能一致"
"23", "`Reduction `_", "无相应接口", "`Fluid实现 `_"
"24", "`ReLU `_", ":ref:`cn_api_fluid_layers_leaky_relu`", "功能一致"
"25", "`Reshape `_", ":ref:`cn_api_fluid_layers_reshape`", "`差异对比 `_"
"26", "`SigmoidCrossEntropyLoss `_", ":ref:`cn_api_fluid_layers_sigmoid_cross_entropy_with_logits`", "`差异对比 `_"
"27", "`Sigmoid `_", ":ref:`cn_api_fluid_layers_sigmoid`", "功能一致"
"28", "`Slice `_", ":ref:`cn_api_fluid_layers_slice`", "`差异对比 `_"
"29", "`SoftmaxWithLoss `_", ":ref:`cn_api_fluid_layers_softmax_with_cross_entropy`", "`差异对比 `_"
"30", "`Softmax `_", ":ref:`cn_api_fluid_layers_softmax`", "`差异对比 `_"
"31", "`TanH `_", ":ref:`cn_api_fluid_layers_tanh`", "功能一致"
"32", "`Tile `_", ":ref:`cn_api_fluid_layers_expand`", "`差异对比 `_"