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99d3f089
编写于
8月 15, 2018
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minqiyang
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python/paddle/fluid/tests/unittests/test_reduce_op.py
+2
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python/paddle/fluid/tests/unittests/test_registry.py
python/paddle/fluid/tests/unittests/test_registry.py
+2
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python/paddle/fluid/tests/unittests/test_regularizer.py
python/paddle/fluid/tests/unittests/test_regularizer.py
+2
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python/paddle/fluid/tests/unittests/test_reorder_lod_tensor.py
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python/paddle/fluid/tests/unittests/test_reshape_op.py
python/paddle/fluid/tests/unittests/test_reshape_op.py
+2
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python/paddle/fluid/tests/unittests/test_reverse_op.py
python/paddle/fluid/tests/unittests/test_reverse_op.py
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python/paddle/fluid/tests/unittests/test_rmsprop_op.py
python/paddle/fluid/tests/unittests/test_rmsprop_op.py
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python/paddle/fluid/tests/unittests/test_rnn_memory_helper_op.py
...paddle/fluid/tests/unittests/test_rnn_memory_helper_op.py
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python/paddle/fluid/tests/unittests/test_roi_pool_op.py
python/paddle/fluid/tests/unittests/test_roi_pool_op.py
+2
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python/paddle/fluid/tests/unittests/test_row_conv_op.py
python/paddle/fluid/tests/unittests/test_row_conv_op.py
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python/paddle/fluid/tests/unittests/test_rpn_target_assign_op.py
...paddle/fluid/tests/unittests/test_rpn_target_assign_op.py
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python/paddle/fluid/tests/unittests/test_scale_op.py
python/paddle/fluid/tests/unittests/test_scale_op.py
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python/paddle/fluid/tests/unittests/test_scatter_op.py
python/paddle/fluid/tests/unittests/test_scatter_op.py
+2
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python/paddle/fluid/tests/unittests/test_scope.py
python/paddle/fluid/tests/unittests/test_scope.py
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python/paddle/fluid/tests/unittests/test_selected_rows.py
python/paddle/fluid/tests/unittests/test_selected_rows.py
+2
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python/paddle/fluid/tests/unittests/test_seq_concat_op.py
python/paddle/fluid/tests/unittests/test_seq_concat_op.py
+2
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python/paddle/fluid/tests/unittests/test_seq_conv.py
python/paddle/fluid/tests/unittests/test_seq_conv.py
+2
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python/paddle/fluid/tests/unittests/test_seq_pool.py
python/paddle/fluid/tests/unittests/test_seq_pool.py
+2
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python/paddle/fluid/tests/unittests/test_sequence_erase_op.py
...on/paddle/fluid/tests/unittests/test_sequence_erase_op.py
+2
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python/paddle/fluid/tests/unittests/test_sequence_expand.py
python/paddle/fluid/tests/unittests/test_sequence_expand.py
+2
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python/paddle/fluid/tests/unittests/test_sequence_reshape.py
python/paddle/fluid/tests/unittests/test_sequence_reshape.py
+2
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python/paddle/fluid/tests/unittests/test_sequence_slice_op.py
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python/paddle/fluid/tests/unittests/test_sequence_softmax_op.py
.../paddle/fluid/tests/unittests/test_sequence_softmax_op.py
+2
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python/paddle/fluid/tests/unittests/test_sgd_op.py
python/paddle/fluid/tests/unittests/test_sgd_op.py
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python/paddle/fluid/tests/unittests/test_shape_op.py
python/paddle/fluid/tests/unittests/test_shape_op.py
+2
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python/paddle/fluid/tests/unittests/test_shrink_rnn_memory.py
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python/paddle/fluid/tests/unittests/test_sigmoid_cross_entropy_with_logits_op.py
...ts/unittests/test_sigmoid_cross_entropy_with_logits_op.py
+2
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python/paddle/fluid/tests/unittests/test_sign_op.py
python/paddle/fluid/tests/unittests/test_sign_op.py
+2
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python/paddle/fluid/tests/unittests/test_slice_op.py
python/paddle/fluid/tests/unittests/test_slice_op.py
+2
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python/paddle/fluid/tests/unittests/test_slice_var.py
python/paddle/fluid/tests/unittests/test_slice_var.py
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python/paddle/fluid/tests/unittests/test_smooth_l1_loss_op.py
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+2
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python/paddle/fluid/tests/unittests/test_softmax_op.py
python/paddle/fluid/tests/unittests/test_softmax_op.py
+2
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python/paddle/fluid/tests/unittests/test_softmax_with_cross_entropy_op.py
...uid/tests/unittests/test_softmax_with_cross_entropy_op.py
+2
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python/paddle/fluid/tests/unittests/test_split_and_merge_lod_tensor_op.py
...uid/tests/unittests/test_split_and_merge_lod_tensor_op.py
+2
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python/paddle/fluid/tests/unittests/test_split_ids_op.py
python/paddle/fluid/tests/unittests/test_split_ids_op.py
+2
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python/paddle/fluid/tests/unittests/test_split_op.py
python/paddle/fluid/tests/unittests/test_split_op.py
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python/paddle/fluid/tests/unittests/test_split_selected_rows_op.py
...ddle/fluid/tests/unittests/test_split_selected_rows_op.py
+2
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python/paddle/fluid/tests/unittests/test_spp_op.py
python/paddle/fluid/tests/unittests/test_spp_op.py
+2
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python/paddle/fluid/tests/unittests/test_squared_l2_distance_op.py
...ddle/fluid/tests/unittests/test_squared_l2_distance_op.py
+2
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python/paddle/fluid/tests/unittests/test_squared_l2_norm_op.py
...n/paddle/fluid/tests/unittests/test_squared_l2_norm_op.py
+2
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python/paddle/fluid/tests/unittests/test_squeeze_op.py
python/paddle/fluid/tests/unittests/test_squeeze_op.py
+2
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python/paddle/fluid/tests/unittests/test_sum_mkldnn_op.py
python/paddle/fluid/tests/unittests/test_sum_mkldnn_op.py
+2
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python/paddle/fluid/tests/unittests/test_sum_op.py
python/paddle/fluid/tests/unittests/test_sum_op.py
+2
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python/paddle/fluid/tests/unittests/test_switch.py
python/paddle/fluid/tests/unittests/test_switch.py
+2
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python/paddle/fluid/tests/unittests/test_target_assign_op.py
python/paddle/fluid/tests/unittests/test_target_assign_op.py
+2
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python/paddle/fluid/tests/unittests/test_tensor.py
python/paddle/fluid/tests/unittests/test_tensor.py
+2
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python/paddle/fluid/tests/unittests/test_top_k_op.py
python/paddle/fluid/tests/unittests/test_top_k_op.py
+2
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python/paddle/fluid/tests/unittests/test_transpose_op.py
python/paddle/fluid/tests/unittests/test_transpose_op.py
+2
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python/paddle/fluid/tests/unittests/test_uniform_random_batch_size_like_op.py
...tests/unittests/test_uniform_random_batch_size_like_op.py
+2
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python/paddle/fluid/tests/unittests/test_uniform_random_op.py
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+2
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python/paddle/fluid/tests/unittests/test_unique_name.py
python/paddle/fluid/tests/unittests/test_unique_name.py
+2
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python/paddle/fluid/tests/unittests/test_unpool_op.py
python/paddle/fluid/tests/unittests/test_unpool_op.py
+2
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python/paddle/fluid/tests/unittests/test_unsqueeze_op.py
python/paddle/fluid/tests/unittests/test_unsqueeze_op.py
+2
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python/paddle/fluid/tests/unittests/test_variable.py
python/paddle/fluid/tests/unittests/test_variable.py
+2
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python/paddle/fluid/tests/unittests/test_version.py
python/paddle/fluid/tests/unittests/test_version.py
+2
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python/paddle/fluid/tests/unittests/test_warpctc_op.py
python/paddle/fluid/tests/unittests/test_warpctc_op.py
+2
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python/paddle/fluid/tests/unittests/test_weight_normalization.py
...paddle/fluid/tests/unittests/test_weight_normalization.py
+2
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python/paddle/fluid/tests/unittests/test_while_op.py
python/paddle/fluid/tests/unittests/test_while_op.py
+2
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python/paddle/fluid/tests/unittests/testsuite.py
python/paddle/fluid/tests/unittests/testsuite.py
+2
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python/paddle/fluid/tests/unittests/transformer_model.py
python/paddle/fluid/tests/unittests/transformer_model.py
+2
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python/paddle/fluid/trainer.py
python/paddle/fluid/trainer.py
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python/paddle/fluid/transpiler/__init__.py
python/paddle/fluid/transpiler/__init__.py
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python/paddle/fluid/transpiler/details/__init__.py
python/paddle/fluid/transpiler/details/__init__.py
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python/paddle/fluid/transpiler/details/program_utils.py
python/paddle/fluid/transpiler/details/program_utils.py
+2
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python/paddle/fluid/transpiler/details/ufind.py
python/paddle/fluid/transpiler/details/ufind.py
+2
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python/paddle/fluid/transpiler/distribute_transpiler.py
python/paddle/fluid/transpiler/distribute_transpiler.py
+2
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python/paddle/fluid/transpiler/inference_transpiler.py
python/paddle/fluid/transpiler/inference_transpiler.py
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python/paddle/fluid/transpiler/memory_optimization_transpiler.py
...paddle/fluid/transpiler/memory_optimization_transpiler.py
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python/paddle/fluid/transpiler/ps_dispatcher.py
python/paddle/fluid/transpiler/ps_dispatcher.py
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python/paddle/fluid/unique_name.py
python/paddle/fluid/unique_name.py
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未找到文件。
python/paddle/dataset/cifar.py
浏览文件 @
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...
...
@@ -28,6 +28,8 @@ images per class.
"""
from
__future__
import
print_function
import
itertools
import
numpy
import
paddle.dataset.common
...
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python/paddle/dataset/common.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
requests
import
hashlib
import
os
...
...
python/paddle/dataset/conll05.py
浏览文件 @
99d3f089
...
...
@@ -20,6 +20,8 @@ dataset. And a pre-trained word vector model based on Wikipedia corpus is used
to initialize SRL model.
"""
from
__future__
import
print_function
import
tarfile
import
gzip
import
itertools
...
...
python/paddle/dataset/flowers.py
浏览文件 @
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...
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@@ -28,6 +28,9 @@ Graphics and Image Processing (2008)
http://www.robots.ox.ac.uk/~vgg/publications/papers/nilsback08.{pdf,ps.gz}.
"""
from
__future__
import
print_function
import
itertools
import
functools
from
.common
import
download
...
...
python/paddle/dataset/image.py
浏览文件 @
99d3f089
...
...
@@ -29,6 +29,9 @@ the image layout as follows.
formats can be used for training. Noted that, the format should
be keep consistent between the training and inference peroid.
"""
from
__future__
import
print_function
import
numpy
as
np
try
:
import
cv2
...
...
python/paddle/dataset/imdb.py
浏览文件 @
99d3f089
...
...
@@ -20,6 +20,8 @@ of 25,000 highly polar movie reviews for training, and 25,000 for testing.
Besides, this module also provides API for building dictionary.
"""
from
__future__
import
print_function
import
paddle.dataset.common
import
collections
import
tarfile
...
...
python/paddle/dataset/imikolov.py
浏览文件 @
99d3f089
...
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@@ -18,6 +18,9 @@ This module will download dataset from
http://www.fit.vutbr.cz/~imikolov/rnnlm/ and parse training set and test set
into paddle reader creators.
"""
from
__future__
import
print_function
import
paddle.dataset.common
import
collections
import
tarfile
...
...
python/paddle/dataset/mnist.py
浏览文件 @
99d3f089
...
...
@@ -17,6 +17,9 @@ MNIST dataset.
This module will download dataset from http://yann.lecun.com/exdb/mnist/ and
parse training set and test set into paddle reader creators.
"""
from
__future__
import
print_function
import
paddle.dataset.common
import
subprocess
import
numpy
...
...
python/paddle/dataset/movielens.py
浏览文件 @
99d3f089
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@@ -22,6 +22,8 @@ set and test set into paddle reader creators.
"""
from
__future__
import
print_function
import
zipfile
import
paddle.dataset.common
import
re
...
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python/paddle/dataset/mq2007.py
浏览文件 @
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@@ -23,6 +23,8 @@ http://research.microsoft.com/en-us/um/beijing/projects/letor/LETOR4.0/Data/MQ20
"""
from
__future__
import
print_function
import
os
import
functools
import
rarfile
...
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python/paddle/dataset/sentiment.py
浏览文件 @
99d3f089
...
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@@ -20,6 +20,8 @@ The script fetch and preprocess movie_reviews data set that provided by NLTK
TODO(yuyang18): Complete dataset.
"""
from
__future__
import
print_function
import
six
import
collections
from
itertools
import
chain
...
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python/paddle/dataset/tests/cifar_test.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle.dataset.cifar
import
unittest
...
...
python/paddle/dataset/tests/common_test.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle.dataset.common
import
unittest
import
tempfile
...
...
python/paddle/dataset/tests/flowers_test.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle.dataset.flowers
import
unittest
...
...
python/paddle/dataset/tests/imdb_test.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle.dataset.imdb
import
unittest
import
re
...
...
python/paddle/dataset/tests/imikolov_test.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle.dataset.imikolov
import
unittest
...
...
python/paddle/dataset/tests/mnist_test.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle.dataset.mnist
import
unittest
...
...
python/paddle/dataset/tests/mq2007_test.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle.dataset.mq2007
import
unittest
...
...
python/paddle/dataset/tests/test_image.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
unittest
import
numpy
as
np
...
...
python/paddle/dataset/tests/test_sentiment.py
浏览文件 @
99d3f089
...
...
@@ -15,6 +15,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
unittest
import
nltk
import
paddle.dataset.sentiment
as
st
...
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python/paddle/dataset/tests/voc2012_test.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle.dataset.voc2012
import
unittest
...
...
python/paddle/dataset/tests/wmt16_test.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle.dataset.wmt16
import
unittest
...
...
python/paddle/dataset/uci_housing.py
浏览文件 @
99d3f089
...
...
@@ -19,7 +19,7 @@ https://archive.ics.uci.edu/ml/machine-learning-databases/housing/ and
parse training set and test set into paddle reader creators.
"""
import
os
from
__future__
import
print_function
import
numpy
as
np
import
six
...
...
python/paddle/dataset/voc2012.py
浏览文件 @
99d3f089
...
...
@@ -19,6 +19,8 @@ to training/test sets has been maintained. The total number of images
with segmentation has been increased from 7,062 to 9,993.
"""
from
__future__
import
print_function
import
tarfile
import
io
import
numpy
as
np
...
...
python/paddle/dataset/wmt14.py
浏览文件 @
99d3f089
...
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@@ -19,6 +19,9 @@ http://paddlepaddle.cdn.bcebos.com/demo/wmt_shrinked_data/wmt14.tgz and
parse training set and test set into paddle reader creators.
"""
from
__future__
import
print_function
import
six
import
tarfile
import
gzip
...
...
python/paddle/dataset/wmt16.py
浏览文件 @
99d3f089
...
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@@ -28,6 +28,8 @@ Multi30K: Multilingual English-German Image Descriptions.
}
"""
from
__future__
import
print_function
import
os
import
six
import
tarfile
...
...
python/paddle/fluid/average.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
numpy
as
np
import
warnings
"""
...
...
python/paddle/fluid/backward.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
paddle.fluid
import
framework
as
framework
from
.
import
core
import
collections
...
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python/paddle/fluid/clip.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
copy
import
six
...
...
python/paddle/fluid/concurrency.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
.layers.control_flow
import
BlockGuard
,
equal
from
.framework
import
Operator
from
.layer_helper
import
LayerHelper
,
unique_name
...
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python/paddle/fluid/contrib/__init__.py
浏览文件 @
99d3f089
...
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@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
.
import
decoder
from
.decoder
import
*
from
.
import
memory_usage_calc
...
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python/paddle/fluid/contrib/decoder/__init__.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
.
import
beam_search_decoder
from
.beam_search_decoder
import
*
...
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python/paddle/fluid/contrib/decoder/beam_search_decoder.py
浏览文件 @
99d3f089
...
...
@@ -20,6 +20,8 @@ without using the low level API such as while ops.
This API is still under active development and may change drastically.
"""
from
__future__
import
print_function
import
contextlib
import
numpy
as
np
import
six
...
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python/paddle/fluid/contrib/memory_usage_calc.py
浏览文件 @
99d3f089
...
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@@ -20,6 +20,8 @@ batch size to fully utilize a GPU.
This API is still under active development and may change drastically.
"""
from
__future__
import
print_function
import
six
from
..
import
core
...
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python/paddle/fluid/data_feeder.py
浏览文件 @
99d3f089
...
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@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
.
import
core
import
numpy
import
os
...
...
python/paddle/fluid/debugger.py
浏览文件 @
99d3f089
...
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@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
sys
import
six
import
re
...
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python/paddle/fluid/default_scope_funcs.py
浏览文件 @
99d3f089
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...
@@ -26,6 +26,8 @@ A `scoped_function` will take a `function` as input. That function will be
invoked in a new local scope.
"""
from
__future__
import
print_function
import
paddle.fluid.core
import
threading
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python/paddle/fluid/evaluator.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
warnings
import
numpy
as
np
...
...
python/paddle/fluid/executor.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
numpy
as
np
import
contextlib
import
six
...
...
python/paddle/fluid/framework.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
collections
import
contextlib
import
re
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...
python/paddle/fluid/graphviz.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
os
import
random
import
six
...
...
python/paddle/fluid/inferencer.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
contextlib
from
.
import
core
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...
python/paddle/fluid/initializer.py
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99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
.
import
framework
import
numpy
as
np
import
contextlib
...
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python/paddle/fluid/io.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
os
import
errno
import
time
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...
python/paddle/fluid/layer_helper.py
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99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
copy
import
itertools
import
six
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...
python/paddle/fluid/layers/__init__.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
.
import
ops
from
.ops
import
*
from
.
import
nn
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python/paddle/fluid/layers/control_flow.py
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...
...
@@ -11,6 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
contextlib
from
.layer_function_generator
import
autodoc
,
templatedoc
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...
python/paddle/fluid/layers/detection.py
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...
...
@@ -15,6 +15,8 @@
All layers just related to the detection neural network.
"""
from
__future__
import
print_function
from
.layer_function_generator
import
generate_layer_fn
from
.layer_function_generator
import
autodoc
,
templatedoc
from
..layer_helper
import
LayerHelper
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...
python/paddle/fluid/layers/device.py
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...
...
@@ -15,6 +15,8 @@
All util layers.
"""
from
__future__
import
print_function
from
.layer_function_generator
import
autodoc
from
..framework
import
unique_name
from
..layer_helper
import
LayerHelper
...
...
python/paddle/fluid/layers/io.py
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...
...
@@ -11,6 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
contextlib
import
multiprocessing
import
six
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...
python/paddle/fluid/layers/layer_function_generator.py
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...
...
@@ -11,6 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
re
import
functools
import
warnings
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...
python/paddle/fluid/layers/learning_rate_scheduler.py
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...
@@ -20,6 +20,8 @@ User can also implement their own learning_rate_decay
strategy according to this module.
"""
from
__future__
import
print_function
from
.
import
control_flow
from
.
import
nn
from
.
import
ops
...
...
@@ -72,10 +74,10 @@ def noam_decay(d_model, warmup_steps):
def
exponential_decay
(
learning_rate
,
decay_steps
,
decay_rate
,
staircase
=
False
):
"""
Applies exponential decay to the learning rate.
Applies exponential decay to the learning rate.
When training a model, it is often recommended to lower the learning rate as the
training progresses. By using this function, the learning rate will be decayed by
When training a model, it is often recommended to lower the learning rate as the
training progresses. By using this function, the learning rate will be decayed by
'decay_rate' every 'decay_steps' steps.
>>> if staircase == True:
...
...
@@ -148,8 +150,8 @@ def inverse_time_decay(learning_rate, decay_steps, decay_rate, staircase=False):
"""
Applies inverse time decay to the initial learning rate.
When training a model, it is often recommended to lower the learning rate as the
training progresses. By using this function, an inverse decay function will be
When training a model, it is often recommended to lower the learning rate as the
training progresses. By using this function, an inverse decay function will be
applied to the initial learning rate.
>>> if staircase == True:
...
...
python/paddle/fluid/layers/math_op_patch.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
..framework
import
Variable
,
unique_name
from
.layer_function_generator
import
OpProtoHolder
from
..initializer
import
force_init_on_cpu
...
...
python/paddle/fluid/layers/metric_op.py
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...
...
@@ -15,6 +15,8 @@
All layers just related to metric.
"""
from
__future__
import
print_function
import
warnings
from
..layer_helper
import
LayerHelper
from
..initializer
import
Normal
,
Constant
...
...
@@ -81,9 +83,9 @@ def auc(input, label, curve='ROC', num_thresholds=200, topk=1):
**Area Under the Curve (AUC) Layer**
This implementation computes the AUC according to forward output and label.
It is used very widely in binary classification evaluation.
It is used very widely in binary classification evaluation.
Note: If input label contains values other than 0 and 1, it will be cast
Note: If input label contains values other than 0 and 1, it will be cast
to `bool`. Find the relevant definitions `here <https://en.wikipedia.org
\
/wiki/Receiver_operating_characteristic#Area_under_the_curve>`_.
...
...
@@ -93,14 +95,14 @@ def auc(input, label, curve='ROC', num_thresholds=200, topk=1):
2. PR: Precision Recall
Args:
input(Variable): A floating-point 2D Variable, values are in the range
[0, 1]. Each row is sorted in descending order. This
input should be the output of topk. Typically, this
input(Variable): A floating-point 2D Variable, values are in the range
[0, 1]. Each row is sorted in descending order. This
input should be the output of topk. Typically, this
Variable indicates the probability of each label.
label(Variable): A 2D int Variable indicating the label of the training
label(Variable): A 2D int Variable indicating the label of the training
data. The height is batch size and width is always 1.
curve(str): Curve type, can be 'ROC' or 'PR'. Default 'ROC'.
num_thresholds(int): The number of thresholds to use when discretizing
num_thresholds(int): The number of thresholds to use when discretizing
the roc curve. Default 200.
topk(int): only topk number of prediction output will be used for auc.
...
...
@@ -109,7 +111,7 @@ def auc(input, label, curve='ROC', num_thresholds=200, topk=1):
Examples:
.. code-block:: python
# network is a binary classification model and label the ground truth
prediction = network(image, is_infer=True)
auc_out=fluid.layers.auc(input=prediction, label=label)
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python/paddle/fluid/layers/nn.py
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...
...
@@ -11,24 +11,12 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Copyright (c ) 2018 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
All layers just related to the neural network.
"""
from
__future__
import
print_function
from
..layer_helper
import
LayerHelper
from
..initializer
import
Normal
,
Constant
from
..framework
import
Variable
...
...
@@ -1319,15 +1307,15 @@ def sequence_softmax(input, param_attr=None, bias_attr=None, use_cudnn=True):
def
softmax
(
input
,
param_attr
=
None
,
bias_attr
=
None
,
use_cudnn
=
True
,
name
=
None
):
"""
The input of the softmax operator is a tensor of any rank. The output tensor
The input of the softmax operator is a tensor of any rank. The output tensor
has the same shape as the input.
The input tensor will first be logically flattened to a 2-D matrix. The matrix's
second dimension(row length) is as same as the last dimension of the input
tensor, and the first dimension(column length) is the product of all other
dimensions of the input tensor. For each row of the matrix, the softmax operator
squashes the K-dimensional(K is the width of the matrix, which is also the size
of the input tensor's last dimension) vector of arbitrary real values to a
The input tensor will first be logically flattened to a 2-D matrix. The matrix's
second dimension(row length) is as same as the last dimension of the input
tensor, and the first dimension(column length) is the product of all other
dimensions of the input tensor. For each row of the matrix, the softmax operator
squashes the K-dimensional(K is the width of the matrix, which is also the size
of the input tensor's last dimension) vector of arbitrary real values to a
K-dimensional vector of real values in the range [0, 1] that add up to 1.
It computes the exponential of the given dimension and the sum of exponential
...
...
@@ -5377,7 +5365,7 @@ def flatten(x, axis=1, name=None):
axis = 2
We get:
Out.shape = (3 * 100, 4 * 100)
Case 2:
Given
X.shape = (3, 100, 100, 4)
...
...
@@ -5388,8 +5376,8 @@ def flatten(x, axis=1, name=None):
Args:
x (Variable): A tensor of rank >= axis.
axis (int): Indicate up to which input dimensions (exclusive) should
be flattened to the outer dimension of the output.
axis (int): Indicate up to which input dimensions (exclusive) should
be flattened to the outer dimension of the output.
The value for axis must be in the range [0, R], where R
is the rank of the input tensor. When axis = 0, the shape
of the output tensor is (1, (d_0 X d_1 ... d_n), where the
...
...
@@ -5405,7 +5393,7 @@ def flatten(x, axis=1, name=None):
Raises:
ValueError: If x is not a variable.
ValueError: If axis is not in range [0, rank(x)].
ValueError: If axis is not in range [0, rank(x)].
Examples:
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...
python/paddle/fluid/layers/ops.py
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...
...
@@ -11,6 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
.layer_function_generator
import
generate_layer_fn
__activations__
=
[
...
...
python/paddle/fluid/layers/tensor.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
..layer_helper
import
LayerHelper
from
..param_attr
import
ParamAttr
from
..framework
import
convert_np_dtype_to_dtype_
...
...
python/paddle/fluid/layers/utils.py
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...
...
@@ -11,6 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
numpy
as
np
...
...
python/paddle/fluid/lod_tensor.py
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99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
.
import
core
import
numpy
as
np
...
...
python/paddle/fluid/metrics.py
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...
...
@@ -16,6 +16,9 @@ Fluid Metrics
The metrics are accomplished via Python natively.
"""
from
__future__
import
print_function
import
numpy
as
np
import
copy
import
warnings
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...
python/paddle/fluid/net_drawer.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
argparse
import
json
import
logging
...
...
python/paddle/fluid/nets.py
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99d3f089
...
...
@@ -11,6 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
six
from
.
import
layers
...
...
python/paddle/fluid/op.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
numpy
as
np
import
six
...
...
python/paddle/fluid/optimizer.py
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99d3f089
...
...
@@ -11,6 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
re
from
collections
import
defaultdict
from
paddle.fluid.framework
import
Program
,
Variable
...
...
python/paddle/fluid/param_attr.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
six
from
.initializer
import
Initializer
,
Xavier
,
Constant
...
...
python/paddle/fluid/profiler.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
.
import
core
from
contextlib
import
contextmanager
import
os
...
...
python/paddle/fluid/recordio_writer.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
os
import
contextlib
from
.
import
core
...
...
python/paddle/fluid/regularizer.py
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99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
.
import
framework
from
.
import
core
...
...
python/paddle/fluid/tests/book/high-level-api/fit_a_line/test_fit_a_line.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle
import
paddle.fluid
as
fluid
import
contextlib
...
...
python/paddle/fluid/tests/book/high-level-api/image_classification/cifar10_small_test_set.py
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...
...
@@ -28,6 +28,8 @@ images per class.
"""
from
__future__
import
print_function
import
itertools
import
numpy
import
paddle.dataset.common
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...
python/paddle/fluid/tests/book/high-level-api/image_classification/test_image_classification_resnet.py
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99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle
import
paddle.fluid
as
fluid
import
numpy
...
...
python/paddle/fluid/tests/book/high-level-api/image_classification/test_image_classification_vgg.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle
import
paddle.fluid
as
fluid
import
numpy
...
...
python/paddle/fluid/tests/book/high-level-api/label_semantic_roles/test_label_semantic_roles_newapi.py
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99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle
import
paddle.fluid
as
fluid
import
numpy
as
np
...
...
python/paddle/fluid/tests/book/high-level-api/machine_translation/test_machine_translation.py
浏览文件 @
99d3f089
...
...
@@ -11,6 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
contextlib
import
numpy
as
np
...
...
python/paddle/fluid/tests/book/high-level-api/recognize_digits/test_recognize_digits_conv.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
argparse
import
paddle.fluid
as
fluid
import
paddle.fluid.core
as
core
...
...
python/paddle/fluid/tests/book/high-level-api/recognize_digits/test_recognize_digits_mlp.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
argparse
import
paddle.fluid
as
fluid
import
paddle
...
...
python/paddle/fluid/tests/book/high-level-api/recommender_system/test_recommender_system_newapi.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
math
import
sys
import
numpy
as
np
...
...
python/paddle/fluid/tests/book/high-level-api/understand_sentiment/test_understand_sentiment_conv.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle
import
paddle.fluid
as
fluid
from
functools
import
partial
...
...
python/paddle/fluid/tests/book/high-level-api/understand_sentiment/test_understand_sentiment_dynamic_rnn.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle
import
paddle.fluid
as
fluid
from
functools
import
partial
...
...
python/paddle/fluid/tests/book/high-level-api/understand_sentiment/test_understand_sentiment_stacked_lstm.py
浏览文件 @
99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle
import
paddle.fluid
as
fluid
from
functools
import
partial
...
...
python/paddle/fluid/tests/book/high-level-api/word2vec/test_word2vec_new_api.py
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99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle
import
paddle.fluid
as
fluid
import
numpy
as
np
...
...
python/paddle/fluid/tests/book/notest_understand_sentiment.py
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99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
from
paddle.fluid.layers.device
import
get_places
import
unittest
import
paddle.fluid
as
fluid
...
...
python/paddle/fluid/tests/book/test_fit_a_line.py
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99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle
import
paddle.fluid
as
fluid
import
contextlib
...
...
python/paddle/fluid/tests/book/test_image_classification.py
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...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle
import
paddle.fluid
as
fluid
import
contextlib
...
...
python/paddle/fluid/tests/book/test_label_semantic_roles.py
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99d3f089
...
...
@@ -12,6 +12,8 @@
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
contextlib
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numpy
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np
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
contextlib
import
numpy
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np
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# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
paddle.fluid.core
as
core
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math
import
os
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# See the License for the specific language governing permissions and
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__future__
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import
math
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sys
import
os
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python/paddle/fluid/tests/book/test_rnn_encoder_decoder.py
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# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
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print_function
import
numpy
as
np
import
paddle
import
paddle.fluid
as
fluid
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# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
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print_function
import
paddle
import
paddle.fluid
as
fluid
from
paddle.fluid.layers.device
import
get_places
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# See the License for the specific language governing permissions and
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math
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sys
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# See the License for the specific language governing permissions and
# limitations under the License.
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__future__
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sys
import
paddle
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# See the License for the specific language governing permissions and
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__future__
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print_function
import
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np
import
paddle
import
paddle.fluid
as
fluid
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# See the License for the specific language governing permissions and
# limitations under the License.
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__future__
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errno
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math
import
os
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# See the License for the specific language governing permissions and
# limitations under the License.
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__future__
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print_function
import
sys
import
paddle.fluid
as
fluid
import
paddle.v2
as
paddle
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# See the License for the specific language governing permissions and
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__future__
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print_function
import
paddle.fluid
as
fluid
import
numpy
import
sys
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# See the License for the specific language governing permissions and
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numpy
import
six
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# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
unittest
import
paddle.fluid
as
fluid
import
paddle.fluid.core
as
core
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# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
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import
unittest
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paddle.fluid
as
fluid
import
paddle.fluid.core
as
core
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python/paddle/fluid/tests/test_beam_search_decoder.py
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A simple machine translation demo using beam search decoder.
"""
from
__future__
import
print_function
import
contextlib
import
numpy
as
np
import
paddle
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