Paddle 1.8 与 Paddle 2.0 API映射表¶

本文档基于Paddle 1.8 梳理了常用API与Paddle 2.0对应关系。你可以根据对应关系，快速熟悉Paddle 2.0的接口使用。

注解

2.0版本将会是一个长期维护的版本，我们将会发布新增二位版本号版本进行功能增强、以及性能优化，通过发布新增三位版本号版本进行bugfix。
我们还会继续维护1.8版本，但仅限于严重的bugfix。

注解

其中，迁移工具能否转换，是指使用迁移工具能否直接对PaddlePaddle 1.8的API进行迁移，了解更多关于迁移工具的内容，请参考版本迁移工具

序号	PaddlePaddle 1.8 API	PaddlePaddle 2.0 API	迁移工具能否转换
0	paddle.fluid.BuildStrategy	paddle.static.BuildStrategy	True
1	paddle.fluid.CompiledProgram	paddle.static.CompiledProgram	True
2	paddle.fluid.cpu_places	paddle.static.cpu_places	True
3	paddle.fluid.CPUPlace	paddle.CPUPlace	True
4	paddle.fluid.cuda_places	paddle.static.cuda_places	True
5	paddle.fluid.CUDAPinnedPlace	paddle.CUDAPinnedPlace	True
6	paddle.fluid.CUDAPlace	paddle.CUDAPlace	True
7	paddle.fluid.default_main_program	paddle.static.default_main_program	True
8	paddle.fluid.default_startup_program	paddle.static.default_startup_program	True
9	paddle.fluid.disable_dygraph	paddle.enable_static	True
10	paddle.fluid.embedding	paddle.nn.functional.embedding(动态图), paddle.static.nn.embedding(静态图)	False
11	paddle.fluid.enable_dygraph	paddle.disable_static	True
12	paddle.fluid.enable_imperative	paddle.disable_static	True
13	paddle.fluid.ExecutionStrategy	paddle.static.ExecutionStrategy	True
14	paddle.fluid.Executor	paddle.static.Executor	True
15	paddle.fluid.global_scope	paddle.static.global_scope	True
16	paddle.fluid.gradients	paddle.static.gradients	True
17	paddle.fluid.in_dygraph_mode	paddle.in_dynamic_mode	True
18	paddle.fluid.is_compiled_with_cuda	paddle.is_compiled_with_cuda	True
19	paddle.fluid.load	paddle.static.load	True
21	paddle.fluid.name_scope	paddle.static.name_scope	True
22	paddle.fluid.one_hot	paddle.nn.functional.one_hot	False
23	paddle.fluid.ParallelExecutor	paddle.static.ParallelExecutor	True
24	paddle.fluid.ParamAttr	paddle.ParamAttr	True
25	paddle.fluid.Program	paddle.static.Program	True
26	paddle.fluid.program_guard	paddle.static.program_guard	True
27	paddle.fluid.require_version	paddle.utils.require_version	True
28	paddle.fluid.save	paddle.save	False
29	paddle.fluid.scope_guard	paddle.static.scope_guard	True
30	paddle.fluid.Variable	paddle.static.Variable	True
31	paddle.fluid.WeightNormParamAttr	paddle.static.WeightNormParamAttr	True
32	paddle.fluid.backward.append_backward	paddle.static.append_backward	True
33	paddle.fluid.backward.gradients	paddle.static.gradients	True
34	paddle.fluid.clip.GradientClipByGlobalNorm	paddle.nn.ClipGradByGlobalNorm	False
35	paddle.fluid.clip.GradientClipByNorm	paddle.nn.ClipGradByNorm	False
36	paddle.fluid.clip.GradientClipByValue	paddle.nn.ClipGradByValue	False
37	paddle.fluid.dataset.InMemoryDataset	paddle.distributed.InMemoryDataset	True
38	paddle.fluid.dataset.QueueDataset	paddle.distributed.QueueDataset	True
39	paddle.fluid.dygraph.BatchNorm	paddle.nn.BatchNorm1D, paddle.nn.BatchNorm2D, paddle.nn.BatchNorm3D	True
40	paddle.fluid.dygraph.BCELoss	paddle.nn.BCELoss	True
41	paddle.fluid.dygraph.BilinearTensorProduct	paddle.nn.Bilinear	True
42	paddle.fluid.dygraph.Conv2D	paddle.nn.Conv2D	True
43	paddle.fluid.dygraph.Conv2DTranspose	paddle.nn.Conv2DTranspose	False
44	paddle.fluid.dygraph.Conv3D	paddle.nn.Conv3D	True
45	paddle.fluid.dygraph.Conv3DTranspose	paddle.nn.Conv3DTranspose	True
46	paddle.fluid.dygraph.CosineDecay	paddle.optimizer.lr.CosineAnnealingDecay	False
47	paddle.fluid.dygraph.DataParallel	paddle.DataParallel	True
48	paddle.fluid.dygraph.disable_dygraph	paddle.enable_static	True
49	paddle.fluid.dygraph.Dropout	paddle.nn.Dropout, paddle.nn.Dropout2D, paddle.nn.Dropout3D	False
50	paddle.fluid.dygraph.Embedding	paddle.nn.Embedding	False
51	paddle.fluid.dygraph.enable_dygraph	paddle.disable_static	True
52	paddle.fluid.dygraph.enable_imperative	paddle.disable_static	True
53	paddle.fluid.dygraph.grad	paddle.grad	True
54	paddle.fluid.dygraph.GroupNorm	paddle.nn.GroupNorm	True
55	paddle.fluid.dygraph.InstanceNorm	paddle.nn.InstanceNorm1D, paddle.nn.InstanceNorm2D, paddle.nn.InstanceNorm3D	False
56	paddle.fluid.dygraph.L1Loss	paddle.nn.L1Loss	True
57	paddle.fluid.dygraph.Layer	paddle.nn.Layer	True
58	paddle.fluid.dygraph.LayerList	paddle.nn.LayerList	True
59	paddle.fluid.dygraph.LayerNorm	paddle.nn.LayerNorm	False
60	paddle.fluid.dygraph.Linear	paddle.nn.Linear	True
61	paddle.fluid.dygraph.load_dygraph	paddle.load	True
62	paddle.fluid.dygraph.MSELoss	paddle.nn.MSELoss	True
63	paddle.fluid.dygraph.NaturalExpDecay	paddle.optimizer.lr.NaturalExpDecay	False
64	paddle.fluid.dygraph.NLLLoss	paddle.nn.NLLLoss	True
65	paddle.fluid.dygraph.NoamDecay	paddle.optimizer.lr.NoamDecay	False
66	paddle.fluid.dygraph.ParameterList	paddle.nn.ParameterList	True
67	paddle.fluid.dygraph.no_grad	paddle.no_grad	True
68	paddle.fluid.dygraph.PolynomialDecay	paddle.optimizer.lr.PolynomialDecay	False
69	paddle.fluid.dygraph.Pool2D	paddle.nn.MaxPool2D, paddle.nn.AvgPool2D	False
70	paddle.fluid.dygraph.PRelu	paddle.nn.PReLU	False
71	paddle.fluid.dygraph.ProgramTranslator	paddle.jit.ProgramTranslator	True
72	paddle.fluid.dygraph.Sequential	paddle.nn.Sequential	True
73	paddle.fluid.dygraph.SpectralNorm	paddle.nn.SpectralNorm	True
74	paddle.fluid.dygraph.to_variable	paddle.to_tensor	True
75	paddle.fluid.dygraph.TracedLayer	paddle.jit.TracedLayer	True
76	paddle.fluid.executor.Executor	paddle.static.Executor	True
77	paddle.fluid.executor.global_scope	paddle.static.global_scope	True
78	paddle.fluid.executor.scope_guard	paddle.static.scope_guard	True
79	paddle.fluid.initializer.Bilinear	paddle.nn.initializer.Bilinear	True
80	paddle.fluid.initializer.BilinearInitializer	paddle.nn.initializer.Bilinear	True
81	paddle.fluid.initializer.Constant	paddle.nn.initializer.Constant	True
82	paddle.fluid.initializer.ConstantInitializer	paddle.nn.initializer.Constant	True
83	paddle.fluid.initializer.MSRA	paddle.nn.initializer.KaimingNormal, paddle.nn.initializer.KaimingUniform	False
84	paddle.fluid.initializer.MSRAInitializer	paddle.nn.initializer.KaimingNormal, paddle.nn.initializer.KaimingUniform	False
85	paddle.fluid.initializer.Normal	paddle.nn.initializer.Normal	True
86	paddle.fluid.initializer.NormalInitializer	paddle.nn.initializer.Normal	True
87	paddle.fluid.initializer.NumpyArrayInitializer	paddle.nn.initializer.Assign	True
88	paddle.fluid.initializer.TruncatedNormal	paddle.nn.initializer.TruncatedNormal	False
89	paddle.fluid.initializer.TruncatedNormalInitializer	paddle.nn.initializer.TruncatedNormal	False
90	paddle.fluid.initializer.Uniform	paddle.nn.initializer.Uniform	True
91	paddle.fluid.initializer.UniformInitializer	paddle.nn.initializer.Uniform	True
92	paddle.fluid.initializer.Xavier	paddle.nn.initializer.XavierNormal, paddle.nn.initializer.XavierUniform	False
93	paddle.fluid.initializer.XavierInitializer	paddle.nn.initializer.XavierNormal, paddle.nn.initializer.XavierUniform	False
94	paddle.fluid.io.DataLoader	paddle.io.DataLoader	True
95	paddle.fluid.io.load	paddle.static.load	True
96	paddle.fluid.io.load_inference_model	paddle.static.load_inference_model	True
97	paddle.fluid.io.load_program_state	paddle.static.load_program_state	True
98	paddle.fluid.io.save	paddle.save, paddle.static.save	False
99	paddle.fluid.io.save_inference_model	paddle.static.save_inference_model	True
100	paddle.fluid.io.set_program_state	paddle.static.set_program_state	True
101	paddle.fluid.layers.abs	paddle.abs	True
102	paddle.fluid.layers.accuracy	paddle.metric.accuracy	True
103	paddle.fluid.layers.acos	paddle.acos	True
104	paddle.fluid.layers.adaptive_pool2d	paddle.nn.functional.adaptive_avg_pool2d, paddle.nn.functional.adaptive_max_pool2d	False
105	paddle.fluid.layers.adaptive_pool3d	paddle.nn.functional.adaptive_max_pool3d, paddle.nn.functional.adaptive_avg_pool3d	False
106	paddle.fluid.layers.embedding	paddle.nn.functional.embedding(动态图), paddle.static.nn.embedding(静态图)	False
107	paddle.fluid.layers.addmm	paddle.addmm	True
108	paddle.fluid.layers.affine_grid	paddle.nn.functional.affine_grid	True
109	paddle.fluid.layers.allclose	paddle.allclose	True
110	paddle.fluid.layers.arange	paddle.arange	True
111	paddle.fluid.layers.argmax	paddle.argmax	True
112	paddle.fluid.layers.argmin	paddle.argmin	True
113	paddle.fluid.layers.argsort	paddle.argsort	True
114	paddle.fluid.layers.asin	paddle.asin	True
115	paddle.fluid.layers.atan	paddle.atan	True
116	paddle.fluid.layers.auc	paddle.metric.Auc	True
117	paddle.fluid.layers.batch_norm	paddle.static.nn.batch_norm	False
118	paddle.fluid.layers.bilinear_tensor_product	paddle.nn.functional.bilinear	True
119	paddle.fluid.layers.bmm	paddle.bmm	True
120	paddle.fluid.layers.case	paddle.static.nn.case	True
121	paddle.fluid.layers.cast	paddle.cast	True
122	paddle.fluid.layers.Categorical	paddle.distribution.Categorical	True
123	paddle.fluid.layers.ceil	paddle.ceil	True
124	paddle.fluid.layers.chunk_eval	paddle.metric.chunk_eval	True
125	paddle.fluid.layers.clamp	paddle.clip	False
126	paddle.fluid.layers.clip_by_norm	paddle.nn.clip_by_norm	False
127	paddle.fluid.layers.concat	paddle.concat	True
128	paddle.fluid.layers.cond	paddle.static.nn.cond	True
129	paddle.fluid.layers.conv2d	paddle.nn.functional.conv2d(动态图), paddle.static.nn.conv2d(静态图),	False
130	paddle.fluid.layers.conv2d_transpose	paddle.nn.functional.conv2d_transpose(动态图), paddle.static.nn.conv2d_transpose(静态图)	False
131	paddle.fluid.layers.conv3d	paddle.nn.functional.conv3d(动态图), paddle.static.nn.conv3d(静态图)	False
132	paddle.fluid.layers.conv3d_transpose	paddle.nn.functional.conv3d_transpose(动态图), paddle.static.nn.conv3d_transpose(静态图)	False
133	paddle.fluid.layers.cos	paddle.cos	True
134	paddle.fluid.layers.cos_sim	paddle.nn.functional.cosine_similarity	True
135	paddle.fluid.layers.create_parameter	paddle.create_parameter	True
136	paddle.fluid.layers.crf_decoding	paddle.static.nn.crf_decoding	True
137	paddle.fluid.layers.crop	paddle.crop	True
138	paddle.fluid.layers.cross	paddle.cross	True
139	paddle.fluid.layers.cumsum	paddle.cumsum	False
140	paddle.fluid.layers.data	paddle.static.data	True
141	paddle.fluid.layers.data_norm	paddle.static.nn.data_norm	True
142	paddle.fluid.layers.deformable_conv	paddle.static.nn.deform_conv2d	False
143	paddle.fluid.layers.diag	paddle.diag	False
144	paddle.fluid.layers.diag_embed	paddle.nn.functional.diag_embed	True
145	paddle.fluid.layers.dice_loss	paddle.nn.functional.dice_loss	True
146	paddle.fluid.layers.dist	paddle.dist	True
147	paddle.fluid.layers.dot	paddle.dot	True
148	paddle.fluid.layers.dropout	paddle.nn.functional.dropout, paddle.nn.functional.dropout2d, paddle.nn.functional.dropout3d	False
149	paddle.fluid.layers.dynamic_gru	paddle.nn.GRU	False
150	paddle.fluid.layers.dynamic_decode	paddle.nn.dynamic_decode	True
151	paddle.fluid.layers.elementwise_add	paddle.add	True
152	paddle.fluid.layers.elementwise_div	paddle.divide	True
153	paddle.fluid.layers.elementwise_equal	paddle.equal	True
154	paddle.fluid.layers.elementwise_floordiv	paddle.floor_divide	True
155	paddle.fluid.layers.elementwise_max	paddle.maximum	True
156	paddle.fluid.layers.elementwise_min	paddle.minimum	True
157	paddle.fluid.layers.elementwise_mod	paddle.mod	True
158	paddle.fluid.layers.elementwise_mul	paddle.multiply	True
159	paddle.fluid.layers.elu	paddle.nn.functional.elu	True
160	paddle.fluid.layers.embedding	paddle.nn.functional.embedding(动态图), paddle.static.nn.embedding(静态图)	True
161	paddle.fluid.layers.erf	paddle.erf	True
162	paddle.fluid.layers.exp	paddle.exp	True
163	paddle.fluid.layers.expand	paddle.expand	False
164	paddle.fluid.layers.expand_as	paddle.expand_as	True
165	paddle.fluid.layers.exponential_decay	paddle.optimizer.lr.ExponentialDecay	False
166	paddle.fluid.layers.eye	paddle.eye	True
167	paddle.fluid.layers.fc	paddle.nn.functional.linear(动态图), paddle.static.nn.fc(静态图)	True
168	paddle.fluid.layers.flatten	paddle.flatten	False
169	paddle.fluid.layers.flip	paddle.flip	True
170	paddle.fluid.layers.floor	paddle.floor	True
171	paddle.fluid.layers.full_like	paddle.full_like	True
172	paddle.fluid.layers.gather	paddle.gather	True
173	paddle.fluid.layers.gather_nd	paddle.gather_nd	True
174	paddle.fluid.layers.gelu	paddle.nn.functional.gelu	True
175	paddle.fluid.layers.greater_equal	paddle.greater_equal	True
176	paddle.fluid.layers.greater_than	paddle.greater_than	True
177	paddle.fluid.layers.group_norm	paddle.static.nn.group_norm	True
178	paddle.fluid.layers.GRUCell	paddle.nn.GRUCell	False
179	paddle.fluid.layers.hard_shrink	paddle.nn.functional.hardshrink	True
180	paddle.fluid.layers.hard_sigmoid	paddle.nn.functional.hardsigmoid	True
181	paddle.fluid.layers.hard_swish	paddle.nn.functional.hardswish	True
182	paddle.fluid.layers.has_inf	paddle.isinf	False
183	paddle.fluid.layers.has_nan	paddle.isnan	False
184	paddle.fluid.layers.hsigmoid	paddle.nn.functional.hsigmoid_loss	False
185	paddle.fluid.layers.increment	paddle.increment	True
186	paddle.fluid.layers.inverse_time_decay	paddle.optimizer.lr.InverseTimeDecay	False
187	paddle.fluid.layers.index_select	paddle.index_select	True
188	paddle.fluid.layers.instance_norm	paddle.static.nn.instance_norm	False
189	paddle.fluid.layers.interpolate	paddle.nn.functional.interpolate	False
190	paddle.fluid.layers.is_empty	paddle.is_empty	True
191	paddle.fluid.layers.isfinite	paddle.isfinite	True
192	paddle.fluid.layers.kldiv_loss	paddle.nn.functional.kl_div	True
193	paddle.fluid.layers.kron	paddle.kron	True
194	paddle.fluid.layers.label_smooth	paddle.nn.functional.label_smooth	True
195	paddle.fluid.layers.layer_norm	paddle.static.nn.layer_norm	True
196	paddle.fluid.layers.leaky_relu	paddle.nn.functional.leaky_relu	True
197	paddle.fluid.layers.less_equal	paddle.less_equal	True
198	paddle.fluid.layers.less_than	paddle.less_than	True
199	paddle.fluid.layers.linspace	paddle.linspace	True
200	paddle.fluid.layers.log	paddle.log	True
201	paddle.fluid.layers.log1p	paddle.log1p	True
202	paddle.fluid.layers.log_loss	paddle.nn.functional.log_loss	True
203	paddle.fluid.layers.log_softmax	paddle.nn.functional.log_softmax	True
204	paddle.fluid.layers.logical_and	paddle.logical_and	True
205	paddle.fluid.layers.logical_not	paddle.logical_not	True
206	paddle.fluid.layers.logical_or	paddle.logical_or	True
207	paddle.fluid.layers.logical_xor	paddle.logical_xor	True
208	paddle.fluid.layers.logsigmoid	paddle.nn.functional.log_sigmoid	True
209	paddle.fluid.layers.logsumexp	paddle.logsumexp	True
210	paddle.fluid.layers.lrn	paddle.nn.functional.local_response_norm	True
211	paddle.fluid.layers.lstm	paddle.nn.LSTM	False
212	paddle.fluid.layers.margin_rank_loss	paddle.nn.functional.margin_ranking_loss	False
213	paddle.fluid.layers.maxout	paddle.nn.functional.maxout	True
214	paddle.fluid.layers.mean_iou	paddle.metric.mean_iou	True
215	paddle.fluid.layers.meshgrid	paddle.meshgrid	True
216	paddle.fluid.layers.mse_loss	paddle.nn.functional.mse_loss	True
217	paddle.fluid.layers.mul	paddle.matmul	False
218	paddle.fluid.layers.multi_box_head	paddle.static.nn.multi_box_head	True
219	paddle.fluid.layers.multiplex	paddle.multiplex	True
220	paddle.fluid.layers.nce	paddle.static.nn.nce	True
221	paddle.fluid.layers.nonzero	paddle.nonzero	True
222	paddle.fluid.layers.Normal	paddle.distribution.Normal	True
223	paddle.fluid.layers.not_equal	paddle.not_equal	True
224	paddle.fluid.layers.npair_loss	paddle.nn.functional.npair_loss	True
225	paddle.fluid.layers.one_hot	paddle.nn.functional.one_hot	False
226	paddle.fluid.layers.ones	paddle.ones	True
227	paddle.fluid.layers.ones_like	paddle.ones_like	True
228	paddle.fluid.layers.pad2d	paddle.nn.functional.pad	False
229	paddle.fluid.layers.piecewise_decay	paddle.optimizer.lr.PiecewiseDecay	False
230	paddle.fluid.layers.pixel_shuffle	paddle.nn.functional.pixel_shuffle	True
231	paddle.fluid.layers.pool2d	paddle.nn.functional.avg_pool2d, paddle.nn.functional.max_pool2d	False
232	paddle.fluid.layers.pool3d	paddle.nn.functional.avg_pool3d, paddle.nn.functional.max_pool3d	False
233	paddle.fluid.layers.pow	paddle.pow	True
234	paddle.fluid.layers.prelu	paddle.nn.functional.prelu(动态图), paddle.static.nn.prelu(静态图)	True
235	paddle.fluid.layers.Print	paddle.static.Print	True
236	paddle.fluid.layers.py_func	paddle.static.py_func	True
237	paddle.fluid.layers.randint	paddle.randint	True
238	paddle.fluid.layers.randn	paddle.randn	True
239	paddle.fluid.layers.random_crop	paddle.vision.RandomCrop	False
240	paddle.fluid.layers.randperm	paddle.randperm	True
241	paddle.fluid.layers.rank	paddle.rank	True
242	paddle.fluid.layers.reciprocal	paddle.reciprocal	True
243	paddle.fluid.layers.reduce_all	paddle.all	True
244	paddle.fluid.layers.reduce_any	paddle.any	True
245	paddle.fluid.layers.reduce_max	paddle.max	True
246	paddle.fluid.layers.reduce_mean	paddle.mean	True
247	paddle.fluid.layers.reduce_min	paddle.min	True
248	paddle.fluid.layers.reduce_prod	paddle.prod	True
249	paddle.fluid.layers.reduce_sum	paddle.sum	True
250	paddle.fluid.layers.relu	paddle.nn.functional.relu	True
251	paddle.fluid.layers.relu6	paddle.nn.functional.relu6	False
252	paddle.fluid.layers.reshape	paddle.reshape	True
253	paddle.fluid.layers.rnn	paddle.nn.RNN	False
254	paddle.fluid.layers.roll	paddle.roll	True
255	paddle.fluid.layers.round	paddle.round	True
256	paddle.fluid.layers.rsqrt	paddle.rsqrt	True
257	paddle.fluid.layers.RNNCell	paddle.nn.RNNCellBase	False
258	paddle.fluid.layers.scale	paddle.scale	True
259	paddle.fluid.layers.scatter	paddle.scatter	True
260	paddle.fluid.layers.scatter_nd_add	paddle.scatter_nd_add	True
261	paddle.fluid.layers.scatter_nd	paddle.scatter_nd	True
262	paddle.fluid.layers.selu	paddle.nn.functional.selu	True
263	paddle.fluid.layers.shape	paddle.shape	True
264	paddle.fluid.layers.shard_index	paddle.shard_index	True
265	paddle.fluid.layers.sigmoid	paddle.nn.functional.sigmoid	True
266	paddle.fluid.layers.sigmoid_cross_entropy_with_logits	paddle.nn.functional.binary_cross_entropy	False
267	paddle.fluid.layers.sigmoid_focal_loss	paddle.nn.functional.sigmoid_focal_loss	True
268	paddle.fluid.layers.sign	paddle.sign	True
269	paddle.fluid.layers.sin	paddle.sin	True
270	paddle.fluid.layers.size	paddle.numel	True
271	paddle.fluid.layers.slice	paddle.slice	True
272	paddle.fluid.layers.smooth_l1	paddle.nn.functional.smooth_l1_loss	False
273	paddle.fluid.layers.softmax	paddle.nn.functional.softmax	True
274	paddle.fluid.layers.softmax_with_cross_entropy	paddle.nn.functional.cross_entropy	True
275	paddle.fluid.layers.softplus	paddle.nn.functional.softplus	True
276	paddle.fluid.layers.softshrink	paddle.nn.functional.softshrink	True
277	paddle.fluid.layers.softsign	paddle.nn.functional.softsign	True
278	paddle.fluid.layers.spectral_norm	paddle.static.nn.spectral_norm	True
279	paddle.fluid.layers.split	paddle.split	True
280	paddle.fluid.layers.sqrt	paddle.sqrt	True
281	paddle.fluid.layers.square	paddle.square	True
282	paddle.fluid.layers.square_error_cost	paddle.nn.functional.square_error_cost	True
283	paddle.fluid.layers.squeeze	paddle.squeeze	True
284	paddle.fluid.layers.stack	paddle.stack	True
285	paddle.fluid.layers.stanh	paddle.stanh	True
286	paddle.fluid.layers.strided_slice	paddle.strided_slice	True
287	paddle.fluid.layers.sums	paddle.add_n	True
288	paddle.fluid.layers.swish	paddle.nn.functional.swish	True
289	paddle.fluid.layers.switch_case	paddle.static.nn.switch_case	True
290	paddle.fluid.layers.t	paddle.t	True
291	paddle.fluid.layers.tanh	paddle.tanh	True
292	paddle.fluid.layers.tanh_shrink	paddle.nn.functional.tanhshrink	True
293	paddle.fluid.layers.thresholded_relu	paddle.nn.functional.thresholded_relu	True
294	paddle.fluid.layers.topk	paddle.topk	True
295	paddle.fluid.layers.trace	paddle.trace	True
296	paddle.fluid.layers.transpose	paddle.transpose	True
297	paddle.fluid.layers.tril	paddle.tril	True
298	paddle.fluid.layers.triu	paddle.triu	True
299	paddle.fluid.layers.unfold	paddle.nn.functional.unfold	True
300	paddle.fluid.layers.Uniform	paddle.distribution.Uniform	True
301	paddle.fluid.layers.unique	paddle.unique	True
302	paddle.fluid.layers.unsqueeze	paddle.unsqueeze	True
303	paddle.fluid.layers.unstack	paddle.unstack	True
304	paddle.fluid.layers.warpctc	paddle.nn.functional.ctc_loss	False
305	paddle.fluid.layers.where	paddle.where	False
306	paddle.fluid.layers.while_loop	paddle.static.nn.while_loop	True
307	paddle.fluid.layers.zeros	paddle.zeros	True
308	paddle.fluid.layers.zeros_like	paddle.zeros_like	True
309	paddle.fluid.metrics.Accuracy	paddle.metric.Accuracy	True
310	paddle.fluid.metrics.Precision	paddle.metric.Precision	True
311	paddle.fluid.metrics.Recall	paddle.metric.Recall	True
312	paddle.fluid.optimizer.Adadelta	paddle.optimizer.Adadelta	True
313	paddle.fluid.optimizer.AdadeltaOptimizer	paddle.optimizer.Adadelta	True
314	paddle.fluid.optimizer.Adagrad	paddle.optimizer.Adagrad	True
315	paddle.fluid.optimizer.AdagradOptimizer	paddle.optimizer.Adagrad	True
316	paddle.fluid.optimizer.Adam	paddle.optimizer.Adam	True
317	paddle.fluid.optimizer.Adamax	paddle.optimizer.Adamax	True
318	paddle.fluid.optimizer.AdamaxOptimizer	paddle.optimizer.Adamax	True
319	paddle.fluid.optimizer.AdamOptimizer	paddle.optimizer.Adam	True
320	paddle.fluid.optimizer.Momentum	paddle.optimizer.Momentum	True
321	paddle.fluid.optimizer.MomentumOptimizer	paddle.optimizer.Momentum	True
322	paddle.fluid.optimizer.RMSPropOptimizer	paddle.optimizer.RMSProp	True
323	paddle.fluid.optimizer.SGD	paddle.optimizer.SGD	True
324	paddle.fluid.optimizer.SGDOptimizer	paddle.optimizer.SGD	True
325	paddle.fluid.regularizer.L1Decay	paddle.regularizer.L1Decay	True
326	paddle.fluid.regularizer.L1DecayRegularizer	paddle.regularizer.L1Decay	True
327	paddle.fluid.regularizer.L2Decay	paddle.regularizer.L2Decay	True
328	paddle.fluid.regularizer.L2DecayRegularizer	paddle.regularizer.L2Decay	True
329	paddle.fluid.unique_name.generate	paddle.utils.unique_name.generate	True
330	paddle.fluid.unique_name.guard	paddle.utils.unique_name.guar	True
331	paddle.fluid.layers.matmul	paddle.matmul	True
332	paddle.fluid.layers.clip	paddle.clip	True
333	paddle.fluid.data	paddle.static.data	True
334	paddle.fluid.layers.load	paddle.load	False
335	paddle.fluid.dygraph.InverseTimeDecay	paddle.optimizer.lr.InverseTimeDecay	False
336	paddle.fluid.metrics.Auc	paddle.metric.Auc	False
337	paddle.fluid.dygraph.ExponentialDecay	paddle.optimizer.lr.ExponentialDecay	False
338	paddle.fluid.layers.full	paddle.full	True
339	paddle.fluid.layers.elementwise_sub	paddle.subtract	False
340	paddle.fluid.dygraph.PiecewiseDecay	paddle.optimizer.lr.PiecewiseDecay	False
341	paddle.fluid.unique_name.switch	paddle.utils.unique_name.switch	True
342	paddle.fluid.layers.fill_constant	paddle.full	True
343	paddle.fluid.layers.equal	paddle.equal	True
344	paddle.fluid.layers.mean	paddle.mean	True
345	paddle.fluid.dygraph.save_dygraph	paddle.save	True
346	paddle.fluid.layers.yolo_box	paddle.vision.ops.yolo_box	True
347	paddle.fluid.layers.yolov3_loss	paddle.vision.ops.yolo_loss	True
348	paddle.fluid.dygraph.ParallelEnv	paddle.distributed.ParallelEnv	True
349	paddle.fluid.dygraph.GRUUnit	paddle.nn.GRUCell	True
350	paddle.fluid.layers.row_conv	paddle.static.nn.row_conv	True
351	paddle.fluid.layers.pad	paddle.nn.functional.pad	False
352	paddle.fluid.layers.cross_entropy	paddle.nn.functional.cross_entropy	True
353	paddle.fluid.layers.range	paddle.arange	True
354	paddle.fluid.layers.DynamicRNN	paddle.nn.RNN	False
355	paddle.fluid.layers.BeamSearchDecoder	paddle.nn.BeamSearchDecoder	True
356	paddle.fluid.layers.elementwise_pow	paddle.pow	True
357	paddle.fluid.layers.assign	paddle.assign	True
358	paddle.fluid.layers.dynamic_lstmp	paddle.nn.LSTM	False
359	paddle.fluid.layers.lstm_unit	paddle.nn.LSTMCell	False
360	paddle.fluid.layers.LSTMCell	paddle.nn.LSTMCell	False
361	paddle.fluid.optimizer.RMSProp	paddle.optimizer.RMSProp	True
362	paddle.fluid.layers.gru_unit	paddle.nn.GRUCell	False