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a5bf5374
编写于
4月 17, 2019
作者:
J
Jason
提交者:
GitHub
4月 17, 2019
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tensorflow2fluid/doc/ReadMe.md
浏览文件 @
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...
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@@ -47,102 +47,102 @@
| 41 |
[
tf.is_finite
](
https://www.tensorflow.org/api_docs/python/tf/is_finite
)
|
[
fluid.layers.isfinite
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#isfinite
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.math.is_finite.md
)
|
| 42 |
[
tf.layers.batch_normalization
](
https://www.tensorflow.org/api_docs/python/tf/layers/batch_normalization
)
|
[
fluid.layers.batch_norm
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.batch_norm
)
| 功能一致 |
| 43 |
[
tf.layers.conv2d
](
https://www.tensorflow.org/api_docs/python/tf/layers/conv2d
)
|
[
fluid.layers.conv2d
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.conv2d
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.layers.conv2d.md
)
|
| 4
5
|
[
tf.layers.dense
](
https://www.tensorflow.org/api_docs/python/tf/layers/dense
)
|
[
fluid.layers.fc
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#fc
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.layers.dense.md
)
|
| 4
6
|
[
tf.layers.dropout
](
https://www.tensorflow.org/api_docs/python/tf/layers/dropout
)
|
[
fluid.layers.dropout
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#dropout
)
| 功能一致 |
| 4
7
|
[
tf.layers.Dropout
](
https://www.tensorflow.org/api_docs/python/tf/layers/Dropout
)
|
[
fluid.layers.dropout
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#dropout
)
| 功能一致 |
| 4
8
|
[
tf.layers.flatten
](
https://www.tensorflow.org/api_docs/python/tf/layers/flatten
)
|
[
fluid.layers.flatten
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.flatten
)
| 功能一致 |
| 4
9
|
[
tf.less
](
https://www.tensorflow.org/api_docs/python/tf/less
)
|
[
运算符<
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/compare_op.md
)
| 功能一致 |
|
50
|
[
tf.less_equal
](
https://www.tensorflow.org/api_docs/python/tf/less_equal
)
|
[
运算符<=
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/compare_op.md
)
| 功能一致 |
| 5
1
|
[
tf.log
](
https://www.tensorflow.org/api_docs/python/tf/log
)
|
[
fluid.layers.log
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.log
)
| 功能一致 |
| 5
2
|
[
tf.logical_and
](
https://www.tensorflow.org/api_docs/python/tf/logical_and
)
|
[
fluid.layers.logical_and
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#logical_and
)
| 功能一致 |
| 5
3
|
[
tf.logical_not
](
https://www.tensorflow.org/api_docs/python/tf/logical_not
)
|
[
fluid.layers.logical_not
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#logical_not
)
| 功能一致 |
| 5
4
|
[
tf.logical_or
](
https://www.tensorflow.org/api_docs/python/tf/logical_or
)
|
[
fluid.layers.logical_or
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#logical_or
)
| 功能一致 |
| 5
5 |
[
tf.losses.mean_squared_error
](
https://www.tensorflow.org/api_docs/python/tf/losses/mean_squared_error
)
|
[
fluid.layers.square_error_cost
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#square_error_cost
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.losses.mean_and_squared_error.md
)
|
| 5
6
|
[
tf.losses.sigmoid_cross_entropy
](
https://www.tensorflow.org/api_docs/python/tf/losses/sigmoid_cross_entropy
)
|
[
fluid.layers.sigmoid_cross_entropy_with_logits
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sigmoid_cross_entropy_with_logits
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.losses.sigmoid_cross_entropy.md
)
|
| 5
7
|
[
tf.losses.softmax_cross_entropy
](
https://www.tensorflow.org/api_docs/python/tf/losses/softmax_cross_entropy
)
|
[
fluid.layers.softmax_with_cross_entropy
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.softmax_with_cross_entropy
)
| 功能一致 |
| 5
8
|
[
tf.matmul
](
https://www.tensorflow.org/api_docs/python/tf/matmul
)
|
[
fluid.layers.matmul
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#matmul
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.matmul.md
)
|
| 5
9
|
[
tf.maximum
](
https://www.tensorflow.org/api_docs/python/tf/maximum
)
|
[
fluid.layers.elementwise_max
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.elementwise_max
)
| 功能一致 |
|
60
|
[
tf.metrics.accuracy
](
https://www.tensorflow.org/api_docs/python/tf/metrics/accuracy
)
|
[
fluid.layers.accuracy
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.accuracy
)
| 功能一致 |
| 6
1
|
[
tf.metrics.mean
](
https://www.tensorflow.org/api_docs/python/tf/metrics/mean
)
|
[
fluid.layers.mean
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#mean
)
| 功能一致 |
| 6
2
|
[
tf.minimum
](
https://www.tensorflow.org/api_docs/python/tf/minimum
)
|
[
fluid.layers.elementwise_min
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#elementwise_min
)
| 功能一致 |
| 6
3
|
[
tf.multiply
](
https://www.tensorflow.org/api_docs/python/tf/multiply
)
|
[
fluid.layers.elementwise_mul
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#elementwise_mul
)
| 功能一致 |
| 6
4
|
[
tf.nn.avg_pool
](
https://www.tensorflow.org/api_docs/python/tf/nn/avg_pool
)
|
[
fluid.layers.pool2d
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.pool2d
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.avg_pool.md
)
|
| 6
5
|
[
tf.nn.batch_normalization
](
https://www.tensorflow.org/api_docs/python/tf/nn/batch_normalization
)
|
[
fluid.layers.batch_norm
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.batch_norm
)
| 功能一致 |
| 6
6
|
[
tf.nn.bidirectional_dynamic_rnn
](
https://www.tensorflow.org/api_docs/python/tf/nn/bidirectional_dynamic_rnn
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.bidirectional_dynamic_rnn.md
)
|
| 6
7
|
[
tf.nn.conv2d
](
https://www.tensorflow.org/api_docs/python/tf/nn/conv2d
)
|
[
fluid.layers.conv2d
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.conv2d
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.conv2d.md
)
|
| 6
8
|
[
tf.nn.conv2d_transpose
](
https://www.tensorflow.org/api_docs/python/tf/nn/conv2d_transpose
)
|
[
fluid.layers.conv2d_transpose
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.conv2d_transpose
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.conv2d_transpose.md
)
|
| 6
9
|
[
tf.nn.conv3d_transpose
](
https://www.tensorflow.org/api_docs/python/tf/nn/conv3d_transpose
)
|
[
fluid.layers.conv3d_transpose
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.conv2d_transpose
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.conv3d_transpose.md
)
|
|
70
|
[
tf.nn.depthwise_conv2d
](
https://www.tensorflow.org/api_docs/python/tf/nn/depthwise_conv2d
)
|
[
fluid.layers.conv2d
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.conv2d
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.depthwise_conv2d.md
)
|
| 7
1
|
[
tf.nn.dynamic_rnn
](
https://www.tensorflow.org/api_docs/python/tf/nn/dynamic_rnn
)
|
[
fluid.layers.DynamicRNN
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#DynamicRNN
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.dynamic_rnn.md
)
|
| 7
2
|
[
tf.nn.l2_normalize
](
https://www.tensorflow.org/api_docs/python/tf/nn/l2_normalize
)
|
[
fluid.layers.l2_normalize
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#l2_normalize
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.l2_normalize.md
)
|
| 7
3
|
[
tf.nn.leaky_relu
](
https://www.tensorflow.org/api_docs/python/tf/nn/leaky_relu
)
|
[
fluid.layers.leaky_relu
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.leaky_relu
)
| 功能一致 |
| 7
4
|
[
tf.nn.lrn
](
https://www.tensorflow.org/api_docs/python/tf/nn/lrn
)
|
[
fluid.layers.lrn
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.lrn
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.lrn.md
)
|
| 7
5
|
[
tf.nn.max_pool
](
https://www.tensorflow.org/api_docs/python/tf/nn/max_pool
)
|
[
fluid.layers.pool2d
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.pool2d
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.max_pool.md
)
|
| 7
7
|
[
tf.nn.relu
](
https://www.tensorflow.org/api_docs/python/tf/nn/relu
)
|
[
fluid.layers.relu
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#relu
)
| 功能一致 |
| 7
8
|
[
tf.nn.relu6
](
https://www.tensorflow.org/api_docs/python/tf/nn/relu6
)
|
[
fluid.layers.relu6
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.relu6
)
| 功能一致 |
| 7
9
|
[
tf.nn.rnn_cell.LSTMCell
](
https://www.tensorflow.org/api_docs/python/tf/nn/rnn_cell/LSTMCell
)
|
[
fluid.layers.lstm_unit
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#lstm_unit
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.rnn_cell.LSTMCell.md
)
|
|
80
|
[
tf.nn.separable_conv2d
](
https://www.tensorflow.org/api_docs/python/tf/nn/separable_conv2d
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.separable_conv2d.md
)
|
|
81
|
[
tf.nn.sigmoid
](
https://www.tensorflow.org/api_docs/python/tf/nn/sigmoid
)
|
[
fluid.layers.sigmoid
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sigmoid
)
| 功能一致 |
| 8
2
|
[
tf.nn.sigmoid_cross_entropy_with_logits
](
https://www.tensorflow.org/api_docs/python/tf/nn/sigmoid_cross_entropy_with_logits
)
|
[
fluid.layers.sigmoid_cross_entropy_with_logits
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sigmoid_cross_entropy_with_logits
)
| 功能一致 |
| 8
3 |
[
tf.nn.softmax
](
https://www.tensorflow.org/api_docs/python/tf/nn/softmax
)
|
[
fluid.layers.softmax
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#softmax
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.softmax.md
)
|
| 8
4
|
[
tf.nn.softmax_cross_entropy_with_logits
](
https://www.tensorflow.org/api_docs/python/tf/nn/softmax_cross_entropy_with_logits
)
|
[
fluid.layers.softmax_with_cross_entropy
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#softmax_with_cross_entropy
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.softmax_cross_entropy_with_logits.md
)
|
| 8
5
|
[
tf.nn.softplus
](
https://www.tensorflow.org/api_docs/python/tf/nn/softplus
)
|
[
fluid.layers.softplus
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#softplus
)
| 功能一致 |
| 8
6
|
[
tf.nn.softsign
](
https://www.tensorflow.org/api_docs/python/tf/nn/softsign
)
|
[
fluid.layers.softsign
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.softsign
)
| 功能一致 |
| 8
7
|
[
tf.nn.tanh
](
https://www.tensorflow.org/api_docs/python/tf/nn/tanh
)
|
[
fluid.layers.tanh
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#tanh
)
| 功能一致 |
| 8
8
|
[
tf.one_hot
](
https://www.tensorflow.org/api_docs/python/tf/one_hot
)
|
[
fluid.layers.one_hot
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.one_hot
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.one_hot.md
)
|
| 8
9
|
[
tf.ones
](
https://www.tensorflow.org/api_docs/python/tf/ones
)
|
[
fluid.layers.ones
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#ones
)
| 功能一致 |
|
90
|
[
tf.ones_initializer
](
https://www.tensorflow.org/api_docs/python/tf/ones_initializer
)
|
[
fluid.initializer.Constant
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/initializer_cn.html#constant
)
| 功能一致 |
|
91
|
[
tf.pad
](
https://www.tensorflow.org/api_docs/python/tf/pad
)
|
[
fluid.layers.pad
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#pad
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.pad.md
)
|
| 9
2
|
[
tf.placeholder
](
https://www.tensorflow.org/api_docs/python/tf/placeholder
)
|
[
fluid.layers.data
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.data
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.placeholder.md
)
|
| 9
3 |
[
tf.pow
](
https://www.tensorflow.org/api_docs/python/tf/pow
)
|
[
fluid.layers.pow
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#pow
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.pow.md
)
|
| 9
4
|
[
tf.print
](
https://www.tensorflow.org/api_docs/python/tf/print
)
|
[
fluid.layers.print
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#print
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.print.md
)
|
| 9
5
|
[
tf.py_func
](
https://www.tensorflow.org/api_docs/python/tf/py_func
)
|
[
fluid.layers.py_func
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.py_func
)
| 功能一致 |
| 9
6
|
[
tf.random_normal
](
https://www.tensorflow.org/api_docs/python/tf/random_normal
)
|
[
fluid.layers.gaussian_random
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.gaussian_random
)
| 功能一致 |
| 9
7
|
[
tf.random_normal_initializer
](
https://www.tensorflow.org/api_docs/python/tf/random_normal_initializer
)
|
[
fluid.initializer.Normal
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/initializer_cn.html#normal
)
| 功能一致 |
| 9
8
|
[
tf.random_uniform
](
https://www.tensorflow.org/api_docs/python/tf/random_uniform
)
|
[
fluid.layers.uniform_random
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.uniform_random
)
| 功能一致 |
| 9
9
|
[
tf.random_uniform_initializer
](
https://www.tensorflow.org/api_docs/python/tf/random_uniform_initializer
)
|
[
fluid.initializer.UniformInitializer
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/initializer_cn.html#uniforminitializer
)
| 功能一致 |
|
100
|
[
tf.reduce_logsumexp
](
https://www.tensorflow.org/api_docs/python/tf/reduce_logsumexp
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.reduce_logsumexp.md
)
|
|
101
|
[
tf.reduce_max
](
https://www.tensorflow.org/api_docs/python/tf/reduce_max
)
|
[
fluid.layers.reduce_max
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#reduce_max
)
| 功能一致 |
| 10
2
|
[
tf.reduce_mean
](
https://www.tensorflow.org/api_docs/python/tf/reduce_mean
)
|
[
fluid.layers.reduce_mean
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#reduce_mean
)
| 功能一致 |
| 10
3
|
[
tf.reduce_min
](
https://www.tensorflow.org/api_docs/python/tf/reduce_min
)
|
[
fluid.layers.reduce_min
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#reduce_min
)
| 功能一致 |
| 10
4
|
[
tf.reduce_sum
](
https://www.tensorflow.org/api_docs/python/tf/reduce_sum
)
|
[
fluid.layers.reduce_sum
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#reduce_sum
)
| 功能一致 |
| 10
5
|
[
tf.reshape
](
https://www.tensorflow.org/api_docs/python/tf/reshape
)
|
[
fluid.layers.reshape
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.reshape
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.reshape.md
)
|
| 10
6
|
[
tf.reverse
](
https://www.tensorflow.org/api_docs/python/tf/reverse
)
|
[
fluid.layers.reverse
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#reverse
)
| 功能一致 |
| 10
8
|
[
tf.reverse_sequence
](
https://www.tensorflow.org/api_docs/python/tf/reverse_sequence
)
|
[
fluid.layers.sequence_reverse
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sequence_reverse
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.reverse_sequence.md
)
|
| 10
9
|
[
tf.reverse_v2
](
https://www.tensorflow.org/api_docs/python/tf/reverse_v2
)
|
[
fluid.layers.reverse
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.reverse
)
| 功能一致 |
| 1
10
|
[
tf.round
](
https://www.tensorflow.org/api_docs/python/tf/round
)
|
[
fluid.layers.round
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.round
)
| 功能一致 |
| 1
11
|
[
tf.rsqrt
](
https://www.tensorflow.org/api_docs/python/tf/rsqrt
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.math.rsqrt.md
)
|
| 1
12
|
[
tf.scalar_mul
](
https://www.tensorflow.org/api_docs/python/tf/scalar_mul
)
|
[
fluid.layers.scale
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#scale
)
| 功能一致 |
| 11
3
|
[
tf.scatter_update
](
https://www.tensorflow.org/api_docs/python/tf/scatter_update
)
|
[
fluid.layers.scatter
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#scatter
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.scatter_update.md
)
|
| 11
4
|
[
tf.sequence_mask
](
https://www.tensorflow.org/api_docs/python/tf/sequence_mask
)
|
[
fluid.layers.sequence_mask
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sequence_mask
)
| 功能一致 |
| 11
5
|
[
tf.shape
](
https://www.tensorflow.org/api_docs/python/tf/shape
)
|
[
fluid.layers.shape
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#shape
)
| 功能一致 |
| 11
6
|
[
tf.sigmoid
](
https://www.tensorflow.org/api_docs/python/tf/sigmoid
)
|
[
fluid.layers.sigmoid
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sigmoid
)
| 功能一致 |
| 11
7
|
[
tf.sin
](
https://www.tensorflow.org/api_docs/python/tf/sin
)
|
[
fluid.layers.sin
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.sin
)
| 功能一致 |
| 11
8
|
[
tf.slice
](
https://www.tensorflow.org/api_docs/python/tf/slice
)
|
[
fluid.layers.slice
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#slice
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.slice.md
)
|
| 1
20
|
[
tf.split
](
https://www.tensorflow.org/api_docs/python/tf/split
)
|
[
fluid.layers.split
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#split
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.split.md
)
|
| 1
21
|
[
tf.sqrt
](
https://www.tensorflow.org/api_docs/python/tf/sqrt
)
|
[
fluid.layers.sqrt
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sqrt
)
| 功能一致 |
| 1
22
|
[
tf.square
](
https://www.tensorflow.org/api_docs/python/tf/square
)
|
[
fluid.layers.square
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.square
)
| 功能一致 |
| 1
23
|
[
tf.squared_difference
](
https://www.tensorflow.org/api_docs/python/tf/squared_difference
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.squared_difference.md
)
|
| 12
4
|
[
tf.squeeze
](
https://www.tensorflow.org/api_docs/python/tf/squeeze
)
|
[
fluid.layers.squeeze
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#squeeze
)
| 功能一致 |
| 12
5
|
[
tf.stack
](
https://www.tensorflow.org/api_docs/python/tf/stack
)
|
[
fluid.layers.stack
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#stack
)
| 功能一致 |
| 12
6
|
[
tf.stop_gradient
](
https://www.tensorflow.org/api_docs/python/tf/stop_gradient
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.stop_gradient.md
)
|
| 12
7
|
[
tf.subtract
](
https://www.tensorflow.org/api_docs/python/tf/subtract
)
|
[
fluid.layers.elementwise_sub
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.elementwise_sub
)
| 功能一致 |
| 12
8
|
[
tf.tanh
](
https://www.tensorflow.org/api_docs/python/tf/tanh
)
|
[
fluid.layers.tanh
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#tanh
)
| 功能一致 |
| 12
9
|
[
tf.tile
](
https://www.tensorflow.org/api_docs/python/tf/tile
)
|
[
fluid.layers.expand
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.expand
)
| 功能一致 |
| 1
30
|
[
tf.top_k
](
https://www.tensorflow.org/api_docs/python/tf/top_k
)
|
[
fluid.layers.topk
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.topk
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.top_k.md
)
|
| 1
31
|
[
tf.train.AdagradOptimizer
](
https://www.tensorflow.org/api_docs/python/tf/train/AdagradOptimizer
)
|
[
fluid.optimizer.AdagradOptimizer
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.optimizer.AdagradOptimizer
)
| 功能一致 |
| 1
32
|
[
tf.train.AdamOptimizer
](
https://www.tensorflow.org/api_docs/python/tf/train/AdamOptimizer
)
|
[
fluid.optimizer.Adam
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.optimizer.Adam
)
| 功能一致 |
| 1
33
|
[
tf.train.exponential_decay
](
https://www.tensorflow.org/api_docs/python/tf/train/exponential_decay
)
|
[
fluid.layers.exponential_decay
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.exponential_decay
)
| 功能一致 |
| 13
4
|
[
tf.train.GradientDescentOptimizer
](
https://www.tensorflow.org/api_docs/python/tf/train/GradientDescentOptimizer
)
|
[
fluid.optimizer.SGDOptimizer
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/optimizer_cn.html#sgdoptimizer
)
| 功能一致 |
| 13
5
|
[
tf.train.MomentumOptimizer
](
https://www.tensorflow.org/api_docs/python/tf/train/MomentumOptimizer
)
|
[
fluid.optimizer.MomentumOptimizer
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/optimizer_cn.html#momentumoptimizer
)
| 功能一致 |
| 13
6
|
[
tf.train.polynomial_decay
](
https://www.tensorflow.org/api_docs/python/tf/train/polynomial_decay
)
|
[
fluid.layers.polynomial_decay
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.polynomial_decay
)
| 功能一致 |
| 13
7
|
[
tf.train.RMSPropOptimizer
](
https://www.tensorflow.org/api_docs/python/tf/train/RMSPropOptimizer
)
|
[
fluid.optimizer.RMSPropOptimizer
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.optimizer.RMSPropOptimizer
)
| 功能一致 |
| 13
8
|
[
tf.transpose
](
https://www.tensorflow.org/api_docs/python/tf/transpose
)
|
[
fluid.layers.transpose
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.transpose
)
| 功能一致 |
| 13
9
|
[
tf.truediv
](
https://www.tensorflow.org/api_docs/python/tf/truediv
)
|
[
fluid.layers.elementwise_div
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.elementwise_div
)
| 功能一致 |
| 1
40
|
[
tf.truncated_normal
](
https://www.tensorflow.org/api_docs/python/tf/truncated_normal
)
|
[
fluid.initializer.TruncatedNormal
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/initializer_cn.html#truncatednormal
)
| 功能一致 |
| 1
41
|
[
tf.truncated_normal_initializer
](
https://www.tensorflow.org/api_docs/python/tf/truncated_normal_initializer
)
|
[
fluid.initializer.TruncatedNormal
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.initializer.TruncatedNormal
)
| 功能一致 |
| 1
42
|
[
tf.unstack
](
https://www.tensorflow.org/api_docs/python/tf/unstack
)
|
[
fluid.layers.unstack
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.unstack
)
| 功能一致 |
| 1
43
|
[
tf.Variable
](
https://www.tensorflow.org/api_docs/python/tf/Variable
)
|
[
fluid.layers.create_parameter
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#create_parameter
)
| 功能一致 |
| 14
4
|
[
tf.while_loop
](
https://www.tensorflow.org/api_docs/python/tf/while_loop
)
|
[
fluid.layers.While
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#While
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.while_loop.md
)
|
| 14
5
|
[
tf.zeros
](
https://www.tensorflow.org/api_docs/python/tf/zeros
)
|
[
fluid.layers.zeros
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#zeros
)
| 功能一致 |
| 14
6
|
[
tf.zeros_initializer
](
https://www.tensorflow.org/api_docs/python/tf/zeros_initializer
)
|
[
fluid.initializer.Constant
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/initializer_cn.html#constant
)
| 功能一致 |
| 4
4
|
[
tf.layers.dense
](
https://www.tensorflow.org/api_docs/python/tf/layers/dense
)
|
[
fluid.layers.fc
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#fc
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.layers.dense.md
)
|
| 4
5
|
[
tf.layers.dropout
](
https://www.tensorflow.org/api_docs/python/tf/layers/dropout
)
|
[
fluid.layers.dropout
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#dropout
)
| 功能一致 |
| 4
6
|
[
tf.layers.Dropout
](
https://www.tensorflow.org/api_docs/python/tf/layers/Dropout
)
|
[
fluid.layers.dropout
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#dropout
)
| 功能一致 |
| 4
7
|
[
tf.layers.flatten
](
https://www.tensorflow.org/api_docs/python/tf/layers/flatten
)
|
[
fluid.layers.flatten
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.flatten
)
| 功能一致 |
| 4
8
|
[
tf.less
](
https://www.tensorflow.org/api_docs/python/tf/less
)
|
[
运算符<
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/compare_op.md
)
| 功能一致 |
|
49
|
[
tf.less_equal
](
https://www.tensorflow.org/api_docs/python/tf/less_equal
)
|
[
运算符<=
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/compare_op.md
)
| 功能一致 |
| 5
0
|
[
tf.log
](
https://www.tensorflow.org/api_docs/python/tf/log
)
|
[
fluid.layers.log
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.log
)
| 功能一致 |
| 5
1
|
[
tf.logical_and
](
https://www.tensorflow.org/api_docs/python/tf/logical_and
)
|
[
fluid.layers.logical_and
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#logical_and
)
| 功能一致 |
| 5
2
|
[
tf.logical_not
](
https://www.tensorflow.org/api_docs/python/tf/logical_not
)
|
[
fluid.layers.logical_not
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#logical_not
)
| 功能一致 |
| 5
3
|
[
tf.logical_or
](
https://www.tensorflow.org/api_docs/python/tf/logical_or
)
|
[
fluid.layers.logical_or
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#logical_or
)
| 功能一致 |
| 5
4 |
[
tf.losses.mean_squared_error
](
https://www.tensorflow.org/api_docs/python/tf/losses/mean_squared_error
)
|
[
fluid.layers.square_error_cost
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#square_error_cost
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.losses.mean_and_squared_error.md
)
|
| 5
5
|
[
tf.losses.sigmoid_cross_entropy
](
https://www.tensorflow.org/api_docs/python/tf/losses/sigmoid_cross_entropy
)
|
[
fluid.layers.sigmoid_cross_entropy_with_logits
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sigmoid_cross_entropy_with_logits
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.losses.sigmoid_cross_entropy.md
)
|
| 5
6
|
[
tf.losses.softmax_cross_entropy
](
https://www.tensorflow.org/api_docs/python/tf/losses/softmax_cross_entropy
)
|
[
fluid.layers.softmax_with_cross_entropy
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.softmax_with_cross_entropy
)
| 功能一致 |
| 5
7
|
[
tf.matmul
](
https://www.tensorflow.org/api_docs/python/tf/matmul
)
|
[
fluid.layers.matmul
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#matmul
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.matmul.md
)
|
| 5
8
|
[
tf.maximum
](
https://www.tensorflow.org/api_docs/python/tf/maximum
)
|
[
fluid.layers.elementwise_max
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.elementwise_max
)
| 功能一致 |
|
59
|
[
tf.metrics.accuracy
](
https://www.tensorflow.org/api_docs/python/tf/metrics/accuracy
)
|
[
fluid.layers.accuracy
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.accuracy
)
| 功能一致 |
| 6
0
|
[
tf.metrics.mean
](
https://www.tensorflow.org/api_docs/python/tf/metrics/mean
)
|
[
fluid.layers.mean
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#mean
)
| 功能一致 |
| 6
1
|
[
tf.minimum
](
https://www.tensorflow.org/api_docs/python/tf/minimum
)
|
[
fluid.layers.elementwise_min
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#elementwise_min
)
| 功能一致 |
| 6
2
|
[
tf.multiply
](
https://www.tensorflow.org/api_docs/python/tf/multiply
)
|
[
fluid.layers.elementwise_mul
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#elementwise_mul
)
| 功能一致 |
| 6
3
|
[
tf.nn.avg_pool
](
https://www.tensorflow.org/api_docs/python/tf/nn/avg_pool
)
|
[
fluid.layers.pool2d
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.pool2d
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.avg_pool.md
)
|
| 6
4
|
[
tf.nn.batch_normalization
](
https://www.tensorflow.org/api_docs/python/tf/nn/batch_normalization
)
|
[
fluid.layers.batch_norm
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.batch_norm
)
| 功能一致 |
| 6
5
|
[
tf.nn.bidirectional_dynamic_rnn
](
https://www.tensorflow.org/api_docs/python/tf/nn/bidirectional_dynamic_rnn
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.bidirectional_dynamic_rnn.md
)
|
| 6
6
|
[
tf.nn.conv2d
](
https://www.tensorflow.org/api_docs/python/tf/nn/conv2d
)
|
[
fluid.layers.conv2d
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.conv2d
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.conv2d.md
)
|
| 6
7
|
[
tf.nn.conv2d_transpose
](
https://www.tensorflow.org/api_docs/python/tf/nn/conv2d_transpose
)
|
[
fluid.layers.conv2d_transpose
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.conv2d_transpose
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.conv2d_transpose.md
)
|
| 6
8
|
[
tf.nn.conv3d_transpose
](
https://www.tensorflow.org/api_docs/python/tf/nn/conv3d_transpose
)
|
[
fluid.layers.conv3d_transpose
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.conv2d_transpose
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.conv3d_transpose.md
)
|
|
69
|
[
tf.nn.depthwise_conv2d
](
https://www.tensorflow.org/api_docs/python/tf/nn/depthwise_conv2d
)
|
[
fluid.layers.conv2d
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.conv2d
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.depthwise_conv2d.md
)
|
| 7
0
|
[
tf.nn.dynamic_rnn
](
https://www.tensorflow.org/api_docs/python/tf/nn/dynamic_rnn
)
|
[
fluid.layers.DynamicRNN
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#DynamicRNN
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.dynamic_rnn.md
)
|
| 7
1
|
[
tf.nn.l2_normalize
](
https://www.tensorflow.org/api_docs/python/tf/nn/l2_normalize
)
|
[
fluid.layers.l2_normalize
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#l2_normalize
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.l2_normalize.md
)
|
| 7
2
|
[
tf.nn.leaky_relu
](
https://www.tensorflow.org/api_docs/python/tf/nn/leaky_relu
)
|
[
fluid.layers.leaky_relu
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.leaky_relu
)
| 功能一致 |
| 7
3
|
[
tf.nn.lrn
](
https://www.tensorflow.org/api_docs/python/tf/nn/lrn
)
|
[
fluid.layers.lrn
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.lrn
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.lrn.md
)
|
| 7
4
|
[
tf.nn.max_pool
](
https://www.tensorflow.org/api_docs/python/tf/nn/max_pool
)
|
[
fluid.layers.pool2d
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.pool2d
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.max_pool.md
)
|
| 7
5
|
[
tf.nn.relu
](
https://www.tensorflow.org/api_docs/python/tf/nn/relu
)
|
[
fluid.layers.relu
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#relu
)
| 功能一致 |
| 7
6
|
[
tf.nn.relu6
](
https://www.tensorflow.org/api_docs/python/tf/nn/relu6
)
|
[
fluid.layers.relu6
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.relu6
)
| 功能一致 |
| 7
7
|
[
tf.nn.rnn_cell.LSTMCell
](
https://www.tensorflow.org/api_docs/python/tf/nn/rnn_cell/LSTMCell
)
|
[
fluid.layers.lstm_unit
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#lstm_unit
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.rnn_cell.LSTMCell.md
)
|
|
78
|
[
tf.nn.separable_conv2d
](
https://www.tensorflow.org/api_docs/python/tf/nn/separable_conv2d
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.separable_conv2d.md
)
|
|
79
|
[
tf.nn.sigmoid
](
https://www.tensorflow.org/api_docs/python/tf/nn/sigmoid
)
|
[
fluid.layers.sigmoid
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sigmoid
)
| 功能一致 |
| 8
0
|
[
tf.nn.sigmoid_cross_entropy_with_logits
](
https://www.tensorflow.org/api_docs/python/tf/nn/sigmoid_cross_entropy_with_logits
)
|
[
fluid.layers.sigmoid_cross_entropy_with_logits
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sigmoid_cross_entropy_with_logits
)
| 功能一致 |
| 8
1 |
[
tf.nn.softmax
](
https://www.tensorflow.org/api_docs/python/tf/nn/softmax
)
|
[
fluid.layers.softmax
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#softmax
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.softmax.md
)
|
| 8
2
|
[
tf.nn.softmax_cross_entropy_with_logits
](
https://www.tensorflow.org/api_docs/python/tf/nn/softmax_cross_entropy_with_logits
)
|
[
fluid.layers.softmax_with_cross_entropy
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#softmax_with_cross_entropy
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.softmax_cross_entropy_with_logits.md
)
|
| 8
3
|
[
tf.nn.softplus
](
https://www.tensorflow.org/api_docs/python/tf/nn/softplus
)
|
[
fluid.layers.softplus
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#softplus
)
| 功能一致 |
| 8
4
|
[
tf.nn.softsign
](
https://www.tensorflow.org/api_docs/python/tf/nn/softsign
)
|
[
fluid.layers.softsign
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.softsign
)
| 功能一致 |
| 8
5
|
[
tf.nn.tanh
](
https://www.tensorflow.org/api_docs/python/tf/nn/tanh
)
|
[
fluid.layers.tanh
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#tanh
)
| 功能一致 |
| 8
6
|
[
tf.one_hot
](
https://www.tensorflow.org/api_docs/python/tf/one_hot
)
|
[
fluid.layers.one_hot
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.one_hot
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.one_hot.md
)
|
| 8
7
|
[
tf.ones
](
https://www.tensorflow.org/api_docs/python/tf/ones
)
|
[
fluid.layers.ones
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#ones
)
| 功能一致 |
|
88
|
[
tf.ones_initializer
](
https://www.tensorflow.org/api_docs/python/tf/ones_initializer
)
|
[
fluid.initializer.Constant
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/initializer_cn.html#constant
)
| 功能一致 |
|
89
|
[
tf.pad
](
https://www.tensorflow.org/api_docs/python/tf/pad
)
|
[
fluid.layers.pad
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#pad
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.pad.md
)
|
| 9
0
|
[
tf.placeholder
](
https://www.tensorflow.org/api_docs/python/tf/placeholder
)
|
[
fluid.layers.data
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.data
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.placeholder.md
)
|
| 9
1 |
[
tf.pow
](
https://www.tensorflow.org/api_docs/python/tf/pow
)
|
[
fluid.layers.pow
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#pow
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.pow.md
)
|
| 9
2
|
[
tf.print
](
https://www.tensorflow.org/api_docs/python/tf/print
)
|
[
fluid.layers.print
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#print
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.print.md
)
|
| 9
3
|
[
tf.py_func
](
https://www.tensorflow.org/api_docs/python/tf/py_func
)
|
[
fluid.layers.py_func
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.py_func
)
| 功能一致 |
| 9
4
|
[
tf.random_normal
](
https://www.tensorflow.org/api_docs/python/tf/random_normal
)
|
[
fluid.layers.gaussian_random
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.gaussian_random
)
| 功能一致 |
| 9
5
|
[
tf.random_normal_initializer
](
https://www.tensorflow.org/api_docs/python/tf/random_normal_initializer
)
|
[
fluid.initializer.Normal
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/initializer_cn.html#normal
)
| 功能一致 |
| 9
6
|
[
tf.random_uniform
](
https://www.tensorflow.org/api_docs/python/tf/random_uniform
)
|
[
fluid.layers.uniform_random
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.uniform_random
)
| 功能一致 |
| 9
7
|
[
tf.random_uniform_initializer
](
https://www.tensorflow.org/api_docs/python/tf/random_uniform_initializer
)
|
[
fluid.initializer.UniformInitializer
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/initializer_cn.html#uniforminitializer
)
| 功能一致 |
|
98
|
[
tf.reduce_logsumexp
](
https://www.tensorflow.org/api_docs/python/tf/reduce_logsumexp
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.reduce_logsumexp.md
)
|
|
99
|
[
tf.reduce_max
](
https://www.tensorflow.org/api_docs/python/tf/reduce_max
)
|
[
fluid.layers.reduce_max
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#reduce_max
)
| 功能一致 |
| 10
0
|
[
tf.reduce_mean
](
https://www.tensorflow.org/api_docs/python/tf/reduce_mean
)
|
[
fluid.layers.reduce_mean
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#reduce_mean
)
| 功能一致 |
| 10
1
|
[
tf.reduce_min
](
https://www.tensorflow.org/api_docs/python/tf/reduce_min
)
|
[
fluid.layers.reduce_min
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#reduce_min
)
| 功能一致 |
| 10
2
|
[
tf.reduce_sum
](
https://www.tensorflow.org/api_docs/python/tf/reduce_sum
)
|
[
fluid.layers.reduce_sum
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#reduce_sum
)
| 功能一致 |
| 10
3
|
[
tf.reshape
](
https://www.tensorflow.org/api_docs/python/tf/reshape
)
|
[
fluid.layers.reshape
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.reshape
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.reshape.md
)
|
| 10
4
|
[
tf.reverse
](
https://www.tensorflow.org/api_docs/python/tf/reverse
)
|
[
fluid.layers.reverse
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#reverse
)
| 功能一致 |
| 10
5
|
[
tf.reverse_sequence
](
https://www.tensorflow.org/api_docs/python/tf/reverse_sequence
)
|
[
fluid.layers.sequence_reverse
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sequence_reverse
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.reverse_sequence.md
)
|
| 10
6
|
[
tf.reverse_v2
](
https://www.tensorflow.org/api_docs/python/tf/reverse_v2
)
|
[
fluid.layers.reverse
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.reverse
)
| 功能一致 |
| 1
07
|
[
tf.round
](
https://www.tensorflow.org/api_docs/python/tf/round
)
|
[
fluid.layers.round
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.round
)
| 功能一致 |
| 1
08
|
[
tf.rsqrt
](
https://www.tensorflow.org/api_docs/python/tf/rsqrt
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.math.rsqrt.md
)
|
| 1
09
|
[
tf.scalar_mul
](
https://www.tensorflow.org/api_docs/python/tf/scalar_mul
)
|
[
fluid.layers.scale
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#scale
)
| 功能一致 |
| 11
0
|
[
tf.scatter_update
](
https://www.tensorflow.org/api_docs/python/tf/scatter_update
)
|
[
fluid.layers.scatter
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#scatter
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.scatter_update.md
)
|
| 11
1
|
[
tf.sequence_mask
](
https://www.tensorflow.org/api_docs/python/tf/sequence_mask
)
|
[
fluid.layers.sequence_mask
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sequence_mask
)
| 功能一致 |
| 11
2
|
[
tf.shape
](
https://www.tensorflow.org/api_docs/python/tf/shape
)
|
[
fluid.layers.shape
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#shape
)
| 功能一致 |
| 11
3
|
[
tf.sigmoid
](
https://www.tensorflow.org/api_docs/python/tf/sigmoid
)
|
[
fluid.layers.sigmoid
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sigmoid
)
| 功能一致 |
| 11
4
|
[
tf.sin
](
https://www.tensorflow.org/api_docs/python/tf/sin
)
|
[
fluid.layers.sin
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.sin
)
| 功能一致 |
| 11
5
|
[
tf.slice
](
https://www.tensorflow.org/api_docs/python/tf/slice
)
|
[
fluid.layers.slice
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#slice
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.slice.md
)
|
| 1
16
|
[
tf.split
](
https://www.tensorflow.org/api_docs/python/tf/split
)
|
[
fluid.layers.split
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#split
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.split.md
)
|
| 1
17
|
[
tf.sqrt
](
https://www.tensorflow.org/api_docs/python/tf/sqrt
)
|
[
fluid.layers.sqrt
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#sqrt
)
| 功能一致 |
| 1
18
|
[
tf.square
](
https://www.tensorflow.org/api_docs/python/tf/square
)
|
[
fluid.layers.square
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.square
)
| 功能一致 |
| 1
19
|
[
tf.squared_difference
](
https://www.tensorflow.org/api_docs/python/tf/squared_difference
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.squared_difference.md
)
|
| 12
0
|
[
tf.squeeze
](
https://www.tensorflow.org/api_docs/python/tf/squeeze
)
|
[
fluid.layers.squeeze
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#squeeze
)
| 功能一致 |
| 12
1
|
[
tf.stack
](
https://www.tensorflow.org/api_docs/python/tf/stack
)
|
[
fluid.layers.stack
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#stack
)
| 功能一致 |
| 12
2
|
[
tf.stop_gradient
](
https://www.tensorflow.org/api_docs/python/tf/stop_gradient
)
| 无相应接口 |
[
Paddle实现方法
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.stop_gradient.md
)
|
| 12
3
|
[
tf.subtract
](
https://www.tensorflow.org/api_docs/python/tf/subtract
)
|
[
fluid.layers.elementwise_sub
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.elementwise_sub
)
| 功能一致 |
| 12
4
|
[
tf.tanh
](
https://www.tensorflow.org/api_docs/python/tf/tanh
)
|
[
fluid.layers.tanh
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#tanh
)
| 功能一致 |
| 12
5
|
[
tf.tile
](
https://www.tensorflow.org/api_docs/python/tf/tile
)
|
[
fluid.layers.expand
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.expand
)
| 功能一致 |
| 1
26
|
[
tf.top_k
](
https://www.tensorflow.org/api_docs/python/tf/top_k
)
|
[
fluid.layers.topk
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.topk
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.nn.top_k.md
)
|
| 1
27
|
[
tf.train.AdagradOptimizer
](
https://www.tensorflow.org/api_docs/python/tf/train/AdagradOptimizer
)
|
[
fluid.optimizer.AdagradOptimizer
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.optimizer.AdagradOptimizer
)
| 功能一致 |
| 1
28
|
[
tf.train.AdamOptimizer
](
https://www.tensorflow.org/api_docs/python/tf/train/AdamOptimizer
)
|
[
fluid.optimizer.Adam
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.optimizer.Adam
)
| 功能一致 |
| 1
29
|
[
tf.train.exponential_decay
](
https://www.tensorflow.org/api_docs/python/tf/train/exponential_decay
)
|
[
fluid.layers.exponential_decay
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.exponential_decay
)
| 功能一致 |
| 13
0
|
[
tf.train.GradientDescentOptimizer
](
https://www.tensorflow.org/api_docs/python/tf/train/GradientDescentOptimizer
)
|
[
fluid.optimizer.SGDOptimizer
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/optimizer_cn.html#sgdoptimizer
)
| 功能一致 |
| 13
1
|
[
tf.train.MomentumOptimizer
](
https://www.tensorflow.org/api_docs/python/tf/train/MomentumOptimizer
)
|
[
fluid.optimizer.MomentumOptimizer
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/optimizer_cn.html#momentumoptimizer
)
| 功能一致 |
| 13
2
|
[
tf.train.polynomial_decay
](
https://www.tensorflow.org/api_docs/python/tf/train/polynomial_decay
)
|
[
fluid.layers.polynomial_decay
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.polynomial_decay
)
| 功能一致 |
| 13
3
|
[
tf.train.RMSPropOptimizer
](
https://www.tensorflow.org/api_docs/python/tf/train/RMSPropOptimizer
)
|
[
fluid.optimizer.RMSPropOptimizer
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.optimizer.RMSPropOptimizer
)
| 功能一致 |
| 13
4
|
[
tf.transpose
](
https://www.tensorflow.org/api_docs/python/tf/transpose
)
|
[
fluid.layers.transpose
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.transpose
)
| 功能一致 |
| 13
5
|
[
tf.truediv
](
https://www.tensorflow.org/api_docs/python/tf/truediv
)
|
[
fluid.layers.elementwise_div
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.elementwise_div
)
| 功能一致 |
| 1
36
|
[
tf.truncated_normal
](
https://www.tensorflow.org/api_docs/python/tf/truncated_normal
)
|
[
fluid.initializer.TruncatedNormal
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/initializer_cn.html#truncatednormal
)
| 功能一致 |
| 1
37
|
[
tf.truncated_normal_initializer
](
https://www.tensorflow.org/api_docs/python/tf/truncated_normal_initializer
)
|
[
fluid.initializer.TruncatedNormal
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.initializer.TruncatedNormal
)
| 功能一致 |
| 1
38
|
[
tf.unstack
](
https://www.tensorflow.org/api_docs/python/tf/unstack
)
|
[
fluid.layers.unstack
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#paddle.fluid.layers.unstack
)
| 功能一致 |
| 1
39
|
[
tf.Variable
](
https://www.tensorflow.org/api_docs/python/tf/Variable
)
|
[
fluid.layers.create_parameter
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#create_parameter
)
| 功能一致 |
| 14
0
|
[
tf.while_loop
](
https://www.tensorflow.org/api_docs/python/tf/while_loop
)
|
[
fluid.layers.While
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#While
)
|
[
差异对比
](
https://github.com/PaddlePaddle/X2Paddle/blob/master/tensorflow2fluid/doc/tf.while_loop.md
)
|
| 14
1
|
[
tf.zeros
](
https://www.tensorflow.org/api_docs/python/tf/zeros
)
|
[
fluid.layers.zeros
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/layers_cn.html#zeros
)
| 功能一致 |
| 14
2
|
[
tf.zeros_initializer
](
https://www.tensorflow.org/api_docs/python/tf/zeros_initializer
)
|
[
fluid.initializer.Constant
](
http://paddlepaddle.org/documentation/docs/zh/1.3/api_cn/initializer_cn.html#constant
)
| 功能一致 |
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