Skip to content
体验新版
项目
组织
正在加载...
登录
切换导航
打开侧边栏
机器未来
Paddle
提交
402e9442
P
Paddle
项目概览
机器未来
/
Paddle
与 Fork 源项目一致
Fork自
PaddlePaddle / Paddle
通知
1
Star
1
Fork
0
代码
文件
提交
分支
Tags
贡献者
分支图
Diff
Issue
1
列表
看板
标记
里程碑
合并请求
0
Wiki
0
Wiki
分析
仓库
DevOps
项目成员
Pages
P
Paddle
项目概览
项目概览
详情
发布
仓库
仓库
文件
提交
分支
标签
贡献者
分支图
比较
Issue
1
Issue
1
列表
看板
标记
里程碑
合并请求
0
合并请求
0
Pages
分析
分析
仓库分析
DevOps
Wiki
0
Wiki
成员
成员
收起侧边栏
关闭侧边栏
动态
分支图
创建新Issue
提交
Issue看板
提交
402e9442
编写于
2月 23, 2018
作者:
T
Travis CI
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
Deploy to GitHub Pages:
d4dabe3e
上级
4860da8c
变更
2
显示空白变更内容
内联
并排
Showing
2 changed file
with
2 addition
and
2 deletion
+2
-2
develop/api_doc/searchindex.js
develop/api_doc/searchindex.js
+1
-1
develop/api_doc/v2/fluid/layers.html
develop/api_doc/v2/fluid/layers.html
+1
-1
未找到文件。
develop/api_doc/searchindex.js
浏览文件 @
402e9442
Search
.
setIndex
({
docnames
:[
"
index_en
"
,
"
v2/config/activation
"
,
"
v2/config/attr
"
,
"
v2/config/evaluators
"
,
"
v2/config/layer
"
,
"
v2/config/networks
"
,
"
v2/config/optimizer
"
,
"
v2/config/pooling
"
,
"
v2/data
"
,
"
v2/data/data_reader
"
,
"
v2/data/dataset
"
,
"
v2/data/image
"
,
"
v2/fluid
"
,
"
v2/fluid/data_feeder
"
,
"
v2/fluid/evaluator
"
,
"
v2/fluid/executor
"
,
"
v2/fluid/initializer
"
,
"
v2/fluid/io
"
,
"
v2/fluid/layers
"
,
"
v2/fluid/nets
"
,
"
v2/fluid/optimizer
"
,
"
v2/fluid/param_attr
"
,
"
v2/fluid/profiler
"
,
"
v2/fluid/regularizer
"
,
"
v2/model_configs
"
,
"
v2/run_logic
"
],
envversion
:
50
,
filenames
:[
"
index_en.rst
"
,
"
v2/config/activation.rst
"
,
"
v2/config/attr.rst
"
,
"
v2/config/evaluators.rst
"
,
"
v2/config/layer.rst
"
,
"
v2/config/networks.rst
"
,
"
v2/config/optimizer.rst
"
,
"
v2/config/pooling.rst
"
,
"
v2/data.rst
"
,
"
v2/data/data_reader.rst
"
,
"
v2/data/dataset.rst
"
,
"
v2/data/image.rst
"
,
"
v2/fluid.rst
"
,
"
v2/fluid/data_feeder.rst
"
,
"
v2/fluid/evaluator.rst
"
,
"
v2/fluid/executor.rst
"
,
"
v2/fluid/initializer.rst
"
,
"
v2/fluid/io.rst
"
,
"
v2/fluid/layers.rst
"
,
"
v2/fluid/nets.rst
"
,
"
v2/fluid/optimizer.rst
"
,
"
v2/fluid/param_attr.rst
"
,
"
v2/fluid/profiler.rst
"
,
"
v2/fluid/regularizer.rst
"
,
"
v2/model_configs.rst
"
,
"
v2/run_logic.rst
"
],
objects
:{
"
paddle.v2
"
:{
image
:[
11
,
0
,
0
,
"
-
"
]},
"
paddle.v2.image
"
:{
batch_images_from_tar
:[
11
,
1
,
1
,
""
],
center_crop
:[
11
,
1
,
1
,
""
],
left_right_flip
:[
11
,
1
,
1
,
""
],
load_and_transform
:[
11
,
1
,
1
,
""
],
load_image
:[
11
,
1
,
1
,
""
],
load_image_bytes
:[
11
,
1
,
1
,
""
],
random_crop
:[
11
,
1
,
1
,
""
],
resize_short
:[
11
,
1
,
1
,
""
],
simple_transform
:[
11
,
1
,
1
,
""
],
to_chw
:[
11
,
1
,
1
,
""
]}},
objnames
:{
"
0
"
:[
"
py
"
,
"
module
"
,
"
Python module
"
],
"
1
"
:[
"
py
"
,
"
function
"
,
"
Python function
"
]},
objtypes
:{
"
0
"
:
"
py:module
"
,
"
1
"
:
"
py:function
"
},
terms
:{
"
0473v3
"
:
5
,
"
0ab
"
:
4
,
"
1st
"
:
18
,
"
211839e770f7b538e2d8
"
:
5
,
"
2nd
"
:
18
,
"
32x32
"
:
10
,
"
6th
"
:
10
,
"
7eamaa
"
:
10
,
"
boolean
"
:
18
,
"
break
"
:
9
,
"
byte
"
:[
9
,
11
],
"
case
"
:[
4
,
18
],
"
class
"
:[
1
,
2
,
3
,
4
,
5
,
6
,
7
,
9
,
10
,
13
,
14
,
15
,
18
,
21
,
25
],
"
default
"
:[
2
,
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
17
,
18
,
19
,
22
,
25
],
"
final
"
:[
4
,
5
,
18
],
"
float
"
:[
2
,
3
,
4
,
6
,
9
,
18
,
19
],
"
function
"
:[
4
,
5
,
9
,
10
,
18
,
19
,
23
],
"
import
"
:[
3
,
4
],
"
int
"
:[
2
,
3
,
4
,
5
,
9
,
10
,
11
,
18
,
19
],
"
long
"
:[
4
,
5
,
9
,
18
],
"
new
"
:[
4
,
9
,
18
],
"
public
"
:[
10
,
18
],
"
return
"
:[
2
,
3
,
4
,
5
,
7
,
9
,
10
,
11
,
17
,
18
,
19
,
23
,
25
],
"
short
"
:[
4
,
5
],
"
static
"
:
25
,
"
true
"
:[
2
,
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
17
,
18
,
19
,
21
,
25
],
"
var
"
:[
17
,
18
],
"
while
"
:[
2
,
4
,
9
],
AWS
:
9
,
Abs
:
18
,
And
:[
3
,
4
,
6
,
9
,
10
,
11
,
18
,
25
],
But
:[
4
,
5
,
9
,
18
],
EOS
:
4
,
For
:[
3
,
4
,
5
,
6
,
9
,
18
,
25
],
IDs
:[
10
,
18
],
Its
:[
3
,
4
],
NMS
:
4
,
NOT
:
18
,
One
:[
3
,
5
,
18
,
25
],
That
:[
4
,
9
],
The
:[
1
,
2
,
3
,
4
,
5
,
6
,
9
,
10
,
11
,
17
,
18
,
19
,
22
,
25
],
Their
:
4
,
Then
:[
4
,
5
,
18
],
There
:[
3
,
4
,
10
,
18
,
25
],
These
:[
3
,
11
,
18
],
Use
:[
3
,
9
,
18
],
Used
:[
5
,
21
],
Using
:
18
,
Will
:[
9
,
25
],
With
:[
4
,
5
],
__gradient_machines__
:
25
,
__param_conf__
:
25
,
__tmp_params__
:
25
,
_link
:
5
,
_proj
:
4
,
abbrevi
:
11
,
abc
:
4
,
abl
:
4
,
about
:[
5
,
11
,
18
],
abov
:[
3
,
4
,
18
],
abs
:
5
,
acceler
:
4
,
accept
:[
2
,
4
,
9
,
18
],
access
:[
4
,
5
,
18
],
accord
:[
3
,
4
,
11
,
18
],
accordingli
:[
3
,
4
],
accumul
:
14
,
accuraci
:
3
,
acl2016
:
10
,
across
:[
4
,
9
],
act
:[
4
,
5
,
18
,
19
],
actgat
:
18
,
activ
:[
5
,
18
,
19
,
24
],
activi
:
5
,
actnod
:
18
,
actual
:[
4
,
18
],
adagradoptim
:
20
,
adamaxoptim
:
20
,
adamoptim
:
20
,
adapt
:[
3
,
6
,
18
,
25
],
add
:[
4
,
5
,
9
,
18
,
22
,
23
,
25
],
added
:[
3
,
4
,
10
,
18
,
25
],
addit
:[
4
,
5
],
addtolay
:
4
,
affect
:[
4
,
18
],
after
:[
4
,
5
,
10
,
11
,
18
],
age
:
10
,
agg_level
:
4
,
alex
:
18
,
algorithm
:[
4
,
6
,
18
],
alia
:[
1
,
2
,
4
,
16
,
18
,
20
,
23
],
alias
:
18
,
align
:[
4
,
5
,
9
],
all
:[
2
,
3
,
4
,
17
,
18
,
19
,
25
],
alloc
:
2
,
almost
:
18
,
along
:[
4
,
11
,
18
,
19
],
alpha
:
18
,
alreadi
:[
18
,
22
],
also
:[
4
,
5
,
10
,
18
,
21
],
although
:
22
,
alwai
:[
4
,
5
,
18
,
25
],
among
:
18
,
amount
:
18
,
ani
:[
4
,
5
,
9
,
18
,
21
],
anoth
:[
4
,
9
,
18
,
25
],
anthor
:
18
,
anyth
:
9
,
apart
:
18
,
api
:[
10
,
25
],
append
:[
18
,
25
],
append_batch_s
:
18
,
append_gradient_machin
:
25
,
appli
:[
4
,
18
,
23
],
applic
:
22
,
approach
:
4
,
approxim
:
18
,
arbitrari
:
4
,
archiv
:[
10
,
18
],
arg
:[
3
,
5
,
15
,
22
],
arg_nam
:
4
,
argmax
:
18
,
argument
:[
4
,
9
,
11
,
18
,
22
],
around
:
4
,
arrai
:[
2
,
4
,
9
,
11
,
18
,
25
],
arrang
:
18
,
arrari
:
18
,
articl
:[
10
,
18
],
arxiv
:[
5
,
18
],
as_row_vector
:
4
,
assign
:[
3
,
4
,
19
],
assum
:[
3
,
4
,
18
],
att_seq
:
5
,
attach
:
5
,
attend
:
5
,
attended_sequ
:
5
,
attenion
:
5
,
attent
:[
4
,
5
,
19
],
attr1
:
4
,
attr2
:
4
,
attr
:[
2
,
4
,
5
,
18
],
attribut
:[
4
,
5
,
18
,
24
],
author
:
10
,
automat
:[
4
,
18
],
avail
:
10
,
ave
:
22
,
averag
:[
3
,
4
,
7
,
14
,
18
,
22
,
25
],
avg_x
:
18
,
avgpool
:
4
,
avoid
:
18
,
axi
:[
4
,
18
],
axis
:
4
,
back
:[
4
,
18
,
25
],
background
:[
3
,
4
],
background_id
:[
3
,
4
],
backward
:[
1
,
4
,
5
,
18
,
23
],
baidu
:
18
,
base
:[
3
,
4
,
7
,
9
,
10
,
18
],
baseactiv
:
5
,
baseev
:
25
,
basenam
:
3
,
basepoolingtyp
:[
4
,
5
],
basestr
:[
2
,
3
,
4
,
5
,
7
,
25
],
basic
:[
4
,
25
],
batch
:[
4
,
5
,
9
,
11
,
14
,
18
,
19
,
25
],
batch_id
:
25
,
batch_images_from_tar
:
11
,
batch_norm_lay
:
5
,
batch_norm_typ
:
4
,
batch_ref
:
18
,
batch_siz
:[
9
,
18
],
batchnorm
:
18
,
batchsiz
:
4
,
bbox
:
3
,
bcd
:
4
,
bcebo
:
10
,
beam
:[
4
,
18
],
beam_gen
:
4
,
beam_search
:
25
,
beam_siz
:[
4
,
18
],
becaus
:[
3
,
4
,
10
],
becom
:
18
,
been
:[
4
,
5
,
18
],
befor
:[
4
,
5
,
18
],
begin
:[
3
,
4
,
18
,
22
],
begin_norm_axi
:
18
,
beginiter
:
25
,
beginpass
:
25
,
behavior
:
18
,
being
:
18
,
belong
:[
3
,
4
],
below
:
18
,
benefit
:
5
,
besid
:[
4
,
10
,
21
],
beta1
:
6
,
beta2
:
6
,
beta
:
18
,
better
:
5
,
between
:[
3
,
4
,
11
,
18
,
25
],
bgr
:
11
,
bi_gru
:
5
,
bi_lstm
:
5
,
bia
:[
4
,
5
,
18
],
bias
:[
4
,
18
],
bias_attr
:[
4
,
5
,
18
],
bias_initi
:
18
,
bias_param_attr
:
5
,
bidirect
:[
4
,
5
],
bigger
:
18
,
bilinear
:
4
,
bilinear_interpol
:
4
,
binari
:[
3
,
4
,
9
,
18
],
bioinf
:
18
,
blank
:[
4
,
18
],
blob
:
10
,
block
:[
4
,
18
],
block_i
:[
4
,
18
],
block_x
:[
4
,
18
],
blockdesc
:
23
,
bn_bias_attr
:
5
,
bn_layer_attr
:
5
,
bn_param_attr
:
5
,
book
:
10
,
booktitl
:
10
,
bool
:[
2
,
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
17
,
18
,
25
],
boot
:[
4
,
18
],
boot_bia
:
4
,
boot_bias_active_typ
:
4
,
boot_with_const_id
:
4
,
bos_id
:
4
,
both
:[
1
,
2
,
4
,
5
,
11
,
18
,
22
],
bottom
:
25
,
bound
:[
4
,
18
],
boundri
:
3
,
box
:
4
,
branch
:[
4
,
18
],
broadcast
:
18
,
buf_siz
:
9
,
buffer
:
9
,
buffer_s
:
9
,
bufsiz
:
9
,
build
:[
4
,
10
,
17
],
build_dict
:
10
,
cacul
:
5
,
calcul
:[
3
,
4
,
5
,
18
],
call
:[
3
,
4
,
5
,
9
,
18
,
22
,
25
],
callabl
:[
2
,
4
,
9
,
10
,
17
],
can
:[
2
,
3
,
4
,
5
,
9
,
10
,
11
,
17
,
18
,
19
,
21
,
22
,
25
],
candid
:[
4
,
18
],
candidate_activ
:
18
,
captur
:
4
,
care
:
5
,
caret
:
25
,
carri
:
18
,
cat
:[
9
,
11
],
categori
:[
4
,
10
],
categorig
:
10
,
cde
:
4
,
cdn
:
10
,
ceil
:
4
,
ceil_mod
:
4
,
cell
:[
4
,
5
,
18
],
cell_activ
:
18
,
cell_t_prev
:
18
,
cell_valu
:
18
,
center
:
11
,
center_crop
:
11
,
ceph
:
9
,
certain
:
18
,
chain
:
9
,
challeng
:
4
,
chang
:[
4
,
10
],
channel
:[
4
,
5
,
11
,
18
],
channel_shar
:
4
,
check
:
9
,
check_align
:
9
,
choic
:
18
,
choos
:
18
,
chosen
:
18
,
chunk
:
18
,
chunk_ev
:
14
,
chunk_schem
:[
3
,
14
,
18
],
chunktyp
:
3
,
chw
:
11
,
cite
:
10
,
clarifi
:[
3
,
18
],
classdim
:
18
,
classic
:
4
,
classif
:[
4
,
18
],
classifi
:
4
,
classification_error_evalu
:
3
,
classification_evalu
:
3
,
clear
:[
3
,
22
],
client
:
18
,
clip
:[
2
,
5
],
clipbynorm
:
18
,
clock
:
4
,
clone
:
4
,
cloud_read
:
9
,
cluster
:[
9
,
25
],
cmu
:
18
,
cnn
:[
4
,
18
],
code
:[
4
,
9
],
coeff
:
4
,
collect
:[
4
,
10
,
25
],
color
:
11
,
colour
:
10
,
column
:[
3
,
4
,
18
],
column_evalu
:
3
,
com
:[
4
,
5
,
10
,
18
],
combin
:[
3
,
4
,
5
,
9
,
25
],
comma
:[
18
,
22
,
25
],
command
:[
9
,
22
],
comment
:
18
,
common
:
11
,
compat
:
19
,
compil
:
4
,
complet
:[
4
,
5
,
10
,
18
,
25
],
complex
:[
5
,
18
],
complic
:
4
,
compos
:[
9
,
19
],
composenotalign
:
9
,
comput
:[
4
,
5
,
14
,
18
,
19
,
22
],
computation
:
4
,
concaten
:[
4
,
5
,
18
],
concept
:
3
,
conckerneltrac
:
22
,
cond
:
18
,
condit
:[
4
,
18
],
conf
:
4
,
confid
:
4
,
confidence_threshold
:
4
,
config
:[
2
,
4
,
22
],
config_bas
:[
3
,
4
,
25
],
configur
:[
0
,
4
,
18
,
25
],
confus
:
11
,
conll
:
10
,
connect
:[
5
,
18
],
connectionist
:[
4
,
18
],
consequ
:[
4
,
5
],
consid
:[
3
,
4
],
consider
:[
4
,
5
],
consist
:[
3
,
4
,
10
,
11
,
18
],
constant
:[
4
,
18
],
constantiniti
:[
16
,
18
],
construct
:[
3
,
18
],
constructor
:
18
,
contain
:[
3
,
4
,
5
,
7
,
9
,
10
,
11
,
18
,
25
],
content
:
18
,
context
:[
4
,
5
,
10
,
18
,
19
],
context_attr
:
5
,
context_len
:[
4
,
5
],
context_proj_layer_nam
:
5
,
context_proj_param_attr
:
5
,
context_project
:
5
,
context_start
:[
4
,
5
],
continu
:
3
,
contrast
:[
4
,
18
],
control
:
2
,
conv
:[
5
,
18
],
conv_act
:
5
,
conv_batchnorm_drop_r
:
5
,
conv_bias_attr
:
5
,
conv_filter_s
:
5
,
conv_layer_attr
:
5
,
conv_num_filt
:
5
,
conv_op
:
4
,
conv_pad
:
5
,
conv_param_attr
:
5
,
conv_strid
:
5
,
conv_with_batchnorm
:
5
,
convent
:
18
,
convert
:[
10
,
18
],
convlay
:
4
,
convlution2d
:
18
,
convolut
:[
4
,
5
,
9
,
18
,
19
],
convolution2d
:
18
,
convoper
:
4
,
convproject
:
4
,
convtranslay
:
4
,
convtransproject
:
4
,
copi
:[
18
,
25
],
core
:[
2
,
18
],
corespond
:
18
,
corpu
:
10
,
correct
:[
4
,
18
],
correctli
:[
3
,
9
],
correspend
:
18
,
correspond
:[
4
,
17
,
18
,
19
],
cos
:
4
,
cosin
:[
4
,
18
],
cost
:[
18
,
25
],
cost_id
:
4
,
could
:[
4
,
9
,
25
],
count
:[
3
,
18
],
counter
:[
14
,
22
],
cours
:
3
,
covari
:
4
,
cpu
:[
2
,
4
,
18
,
22
],
cpuplac
:
22
,
creat
:[
2
,
9
,
10
,
18
,
23
,
25
],
creator
:[
9
,
10
],
crop
:
11
,
crop_siz
:
11
,
crope
:
11
,
cross
:[
4
,
18
],
cross_entropi
:
4
,
cross_entropy_with_selfnorm
:
4
,
csv
:
22
,
ctc
:[
3
,
18
],
ctc_evalu
:
3
,
cuda
:
22
,
cudaplac
:
22
,
cudnn
:[
4
,
7
,
18
],
cudnn_batch_norm
:
4
,
cudnn_conv
:
4
,
cudnn_convt
:
4
,
cudnnavginclpadpool
:
4
,
cudnnavgpool
:
4
,
cumul
:
4
,
current
:[
4
,
18
],
custom_neg_class
:
18
,
cut
:
9
,
cut_lin
:
9
,
cutoff
:
10
,
cv2
:
11
,
cyclic
:
4
,
data
:[
0
,
3
,
10
,
11
,
17
,
25
],
data_feed
:
12
,
data_fil
:
11
,
data_layout
:
18
,
data_read
:
9
,
data_typ
:[
9
,
10
],
databas
:
10
,
datadim
:
4
,
datasci
:
4
,
dataset
:[
0
,
18
],
dataset_nam
:
11
,
datatyp
:
10
,
dcs
:
10
,
decai
:[
6
,
23
],
decar
:
9
,
decayedadagradoptim
:
20
,
declar
:
18
,
decod
:[
4
,
5
,
18
],
decoder_prev
:
5
,
decoder_st
:
5
,
deconv
:
4
,
deconvolut
:
4
,
decor
:
9
,
deep
:[
4
,
18
],
def
:[
4
,
9
],
defalut
:[
18
,
22
],
default_initi
:
18
,
default_main_program
:
17
,
defin
:[
4
,
5
,
9
,
25
],
degener
:
18
,
degre
:
4
,
delet
:
18
,
delimit
:
3
,
delta
:
4
,
delv
:
4
,
demo
:[
4
,
10
],
denot
:
18
,
dens
:[
4
,
9
],
dense_arrai
:
9
,
dense_vector
:
9
,
dense_vector_sequ
:
9
,
depend
:
18
,
deploi
:
4
,
deprec
:
4
,
deriv
:
1
,
descend
:
18
,
descent
:
4
,
describ
:
17
,
descript
:[
3
,
10
],
deseri
:
25
,
design
:[
4
,
9
,
18
],
desir
:
9
,
destin
:
18
,
det_output
:
3
,
detail
:[
2
,
3
,
4
,
5
,
6
,
10
,
18
],
detect
:
18
,
detection_evalu
:
3
,
detection_output
:
3
,
determin
:[
4
,
9
,
18
],
deviat
:
2
,
devic
:
2
,
device_count
:
18
,
device_typ
:
18
,
devid
:
4
,
diagon
:
18
,
dic
:
11
,
dict
:[
3
,
10
,
25
],
dict_fil
:
3
,
dict_siz
:[
10
,
18
],
dictionari
:[
3
,
4
,
10
,
18
,
25
],
differ
:[
3
,
4
,
18
,
22
,
25
],
difficult
:
3
,
digit
:
4
,
dilat
:[
4
,
18
],
dilation_h
:
18
,
dilation_i
:
4
,
dilation_w
:
18
,
dim
:[
4
,
9
,
18
,
19
,
21
],
dimens
:[
1
,
4
,
5
,
7
,
9
,
18
,
19
,
21
],
dimension
:[
4
,
18
],
dimes
:
4
,
direct
:[
4
,
5
,
11
,
18
],
directli
:
5
,
directori
:[
4
,
17
],
dirnam
:
17
,
disabl
:
18
,
discard
:
9
,
discount
:
4
,
discret
:
4
,
dispens
:
18
,
displac
:
18
,
dissimilar
:
18
,
distanc
:[
3
,
4
,
18
],
distribut
:[
4
,
18
],
div
:
18
,
divid
:[
4
,
6
,
18
],
divis
:
18
,
divisor
:
18
,
doc
:
9
,
document
:[
4
,
5
,
18
],
doe
:[
5
,
18
],
doesn
:[
2
,
4
,
9
],
don
:
5
,
done
:[
3
,
4
,
5
],
dot
:[
4
,
5
,
19
],
dotmuloper
:
4
,
dotmulproject
:
4
,
doubl
:
18
,
download
:
10
,
drop
:[
4
,
5
,
18
,
19
],
drop_rat
:
2
,
drope
:
18
,
dropout
:[
2
,
5
,
19
],
dropout_prob
:
18
,
dropout_r
:[
4
,
18
,
19
],
dtype
:
18
,
dummi
:
25
,
duplic
:
18
,
dure
:[
4
,
5
,
17
,
18
],
dynam
:
18
,
dyogatam
:
18
,
each
:[
3
,
4
,
5
,
7
,
9
,
10
,
18
,
19
,
25
],
each_feature_vector
:
1
,
each_time_step_output
:
1
,
eas
:
9
,
edg
:
11
,
edit
:[
3
,
18
],
editdist
:
18
,
edu
:[
10
,
18
],
effect
:[
4
,
18
,
25
],
effici
:
4
,
efg
:
4
,
either
:[
4
,
5
,
9
,
18
,
25
],
elem_dim
:
4
,
elememt
:
4
,
element
:[
3
,
4
,
5
,
9
,
11
,
18
,
25
],
elementwis
:[
18
,
19
],
elliott
:
10
,
embedding_nam
:
4
,
embedding_s
:
4
,
empir
:[
4
,
18
],
empti
:[
3
,
9
,
18
],
enabl
:[
2
,
4
,
18
],
enableonstart
:
22
,
enc_proj
:
5
,
enc_seq
:
5
,
encod
:
5
,
encoded_proj
:
5
,
encoded_sequ
:
5
,
encoder_last
:
4
,
encount
:
18
,
end
:[
3
,
4
,
10
,
18
,
22
,
25
],
end_id
:
18
,
end_po
:
4
,
endforwardbackward
:
25
,
enditer
:
25
,
endpass
:
25
,
endpoint
:[
9
,
18
],
english
:[
4
,
10
],
ensembl
:
5
,
entir
:[
4
,
5
,
10
],
entiti
:
3
,
entri
:[
9
,
18
],
entropi
:[
4
,
18
],
enumer
:
1
,
eos_id
:
4
,
epsilon
:[
4
,
6
,
18
],
equal
:[
4
,
5
,
18
,
19
],
equat
:[
3
,
4
,
5
,
6
,
18
],
error
:[
2
,
3
,
4
,
5
,
18
],
error_clipping_threshold
:
2
,
espeaci
:
18
,
especi
:[
4
,
5
,
17
],
essenti
:
4
,
estim
:[
4
,
18
],
etal
:[
10
,
18
],
etc
:[
3
,
9
,
18
],
etcd
:[
9
,
25
],
etcd_endpoint
:
9
,
euclidean
:
4
,
eval
:
3
,
evalu
:[
4
,
12
,
18
,
24
,
25
],
evaluate_difficult
:
3
,
event
:
22
,
event_handl
:
25
,
everi
:[
3
,
4
,
5
,
9
,
18
],
exactli
:[
4
,
5
],
exampl
:[
3
,
4
,
5
,
9
,
10
,
11
,
18
,
19
,
25
],
example_read
:
9
,
exceed
:
4
,
except
:[
4
,
10
,
21
,
23
],
exclud
:
4
,
exclude_mod
:
4
,
exclude_param
:
25
,
excluded_chunk_typ
:[
3
,
14
,
18
],
exclus
:
18
,
exconv
:
4
,
exconvt
:
4
,
exdb
:
10
,
execut
:[
4
,
18
,
22
],
executor
:[
12
,
17
],
exist
:
18
,
expand
:
18
,
expand_a
:
4
,
expand_level
:
4
,
expandconvlay
:
4
,
expans
:
4
,
expect
:
4
,
explain
:[
3
,
18
],
explan
:[
4
,
18
],
explor
:
4
,
expon
:
4
,
exponenti
:[
1
,
18
],
extend
:
3
,
extra
:[
2
,
4
,
5
,
21
],
extra_lay
:
25
,
extraattr
:
2
,
extraattribut
:
4
,
extraattributenon
:
4
,
extract
:[
3
,
4
,
18
],
extralayerattribut
:[
2
,
5
],
extralayeroutput
:
5
,
extrem
:
4
,
fact
:
18
,
factor
:[
2
,
4
,
6
,
18
],
factor_s
:
4
,
fals
:[
2
,
3
,
4
,
5
,
6
,
9
,
10
,
18
],
fan_in
:
18
,
fast
:
4
,
faster
:[
4
,
5
,
18
],
fault
:
25
,
fc_act
:
5
,
fc_attr
:
5
,
fc_bias_attr
:
5
,
fc_layer_nam
:
5
,
fc_mat
:
25
,
fc_out
:
18
,
fc_param_attr
:
5
,
featur
:[
1
,
4
,
9
,
10
,
18
],
feed
:[
5
,
17
,
25
],
feed_list
:
13
,
feed_target_nam
:
17
,
feeded_var_nam
:
17
,
feeder
:
9
,
fetch
:
10
,
fetch_target
:
17
,
fewer
:[
4
,
18
],
fg0
:
4
,
field1
:
25
,
field2
:
25
,
field
:[
4
,
10
,
21
,
25
],
file
:[
3
,
4
,
9
,
10
,
11
,
17
,
22
,
25
],
file_typ
:
9
,
filenam
:
11
,
fill
:
4
,
filter
:[
4
,
5
,
17
,
18
],
filter_s
:[
4
,
5
,
18
,
19
],
filter_size_h
:
18
,
filter_size_i
:
4
,
filter_size_w
:
18
,
filter_strid
:
18
,
find
:[
4
,
18
],
fine
:
2
,
finish
:
18
,
first
:[
4
,
18
,
22
,
25
],
first_n
:
18
,
firstli
:[
3
,
4
],
firstn
:
9
,
fit
:[
10
,
17
],
fix
:[
2
,
4
,
18
],
flag
:[
4
,
10
,
18
,
22
],
flatten
:
18
,
flexibl
:[
4
,
5
,
22
],
flip
:
11
,
float32
:[
9
,
18
],
float64
:
18
,
float_16
:
18
,
floor
:
4
,
flow
:
18
,
fluid
:[
0
,
13
,
14
,
15
,
16
,
17
,
18
,
19
,
20
,
21
,
22
,
23
],
follew
:
18
,
follow
:[
3
,
4
,
5
,
6
,
9
,
10
,
11
,
18
,
19
,
25
],
forc
:
18
,
force_cpu
:
18
,
forget
:[
6
,
18
],
forget_bia
:
18
,
fork
:
4
,
form
:[
4
,
5
,
18
],
format
:[
3
,
9
,
10
,
11
,
18
,
22
,
25
],
formul
:
18
,
formula
:[
4
,
5
,
6
,
18
],
formular
:
4
,
forward
:[
1
,
4
,
5
,
18
],
forward_proj
:
18
,
forwardbackward
:
25
,
four
:[
3
,
18
],
fourth
:
18
,
frac
:
18
,
frame
:
3
,
frank
:
10
,
free
:
10
,
frequenc
:
10
,
from
:[
3
,
4
,
5
,
9
,
10
,
11
,
14
,
17
,
18
,
22
,
25
],
from_no_sequ
:
4
,
from_sequ
:
4
,
from_tar
:
25
,
fuction
:
22
,
full
:[
4
,
18
],
full_matrix_project
:
5
,
fulli
:
18
,
fullmatrixproject
:
4
,
fully_matrix_project
:
5
,
func
:
9
,
funciton
:[
5
,
18
],
funtion
:
18
,
further
:
4
,
furthermor
:
18
,
futur
:[
4
,
18
],
future_context_s
:
18
,
gain
:[
4
,
18
],
gate
:[
4
,
5
,
18
,
19
],
gate_act
:[
4
,
5
],
gate_activ
:
18
,
gate_attr
:
4
,
gate_bias_attr
:
4
,
gate_param_attr
:
4
,
gate_recurr
:
4
,
gate_v
:
18
,
gather
:[
4
,
18
],
gauss
:
2
,
gen
:
4
,
gender
:
10
,
gener
:[
3
,
4
,
5
,
9
,
25
],
generated_word_embed
:
4
,
generatedinput
:
4
,
gereat
:
3
,
german
:
10
,
germani
:
10
,
get
:[
3
,
4
,
10
,
17
,
18
,
25
],
get_dict
:
10
,
get_embed
:
10
,
get_grad
:
25
,
get_lin
:
9
,
get_movie_title_dict
:
10
,
get_shap
:
25
,
get_var
:
18
,
get_word_dict
:
10
,
getlayeroutput
:
25
,
gist
:
5
,
github
:[
5
,
10
,
18
],
give
:
18
,
given
:[
4
,
9
,
18
,
19
,
25
],
global
:[
2
,
18
,
23
],
global_learning_r
:
2
,
global_pool
:
18
,
global_step
:
18
,
goe
:
5
,
googl
:
18
,
gpu
:[
2
,
4
,
7
,
22
],
gpustarttimestamp
:
22
,
gradient
:[
2
,
3
,
4
,
6
,
18
,
23
,
25
],
gradient_clip
:
21
,
gradient_clipping_threshold
:
2
,
gradient_evalu
:
3
,
gradient_machin
:
25
,
gradientmachin
:
25
,
grai
:
11
,
grandient
:
25
,
graph
:[
4
,
18
,
25
],
greater
:[
4
,
18
],
greedi
:
18
,
gridsize3d
:
22
,
ground
:[
3
,
4
,
18
],
group
:[
5
,
18
],
grouplen
:
10
,
gru
:[
4
,
18
],
gru_bias_attr
:
5
,
gru_layer_attr
:
5
,
gru_memori
:
5
,
gru_param_attr
:
5
,
gru_step_lay
:
5
,
grumemori
:
5
,
gserver
:
4
,
guid
:
22
,
gutmann10a
:
18
,
h_0
:
18
,
h_f
:
18
,
half
:[
4
,
18
,
19
],
handl
:
9
,
handler
:
25
,
happen
:
18
,
hardshrink
:
18
,
hardsigmoid
:
18
,
has
:[
3
,
4
,
5
,
10
,
18
,
19
,
22
],
has_kei
:
25
,
has_selected_colum
:
4
,
have
:[
4
,
5
,
9
,
18
,
19
,
22
],
hdf
:
9
,
head
:
19
,
height
:[
4
,
9
,
11
,
18
],
help
:[
4
,
18
],
helper
:
18
,
here
:[
2
,
3
,
4
,
5
,
9
,
18
,
19
,
21
],
heurist
:
4
,
hidden
:[
4
,
5
,
18
],
hidden_dim
:
18
,
hidden_s
:
5
,
hidden_t_prev
:
18
,
hidden_v
:
18
,
hidden_valu
:
18
,
hierarch
:
4
,
high
:
2
,
highest
:
9
,
highli
:
10
,
histori
:
6
,
hook
:
2
,
hookattr
:
2
,
hookattribut
:
2
,
horizont
:[
4
,
11
],
hot
:
18
,
hous
:
10
,
how
:[
2
,
4
,
18
],
howev
:[
4
,
5
,
18
],
html
:
10
,
http
:[
4
,
5
,
10
,
18
],
huber
:
4
,
human
:
4
,
hwc
:
11
,
hyp
:
18
,
hyper
:
4
,
hyperparamet
:
4
,
hyperplan
:
9
,
hypothesi
:
18
,
iclrworkshop2016
:
18
,
ics
:
10
,
id_input
:
3
,
ident
:[
4
,
18
],
identifi
:
4
,
identityoffsetproject
:
4
,
identityproject
:
4
,
ids
:[
3
,
4
,
18
],
ignor
:[
4
,
17
,
18
],
ignored_token
:
18
,
illustr
:[
3
,
18
],
im2col
:
18
,
imag
:[
7
,
8
,
9
,
10
,
18
],
image_h
:
18
,
image_w
:
18
,
imagenet
:
4
,
imageri
:
4
,
img2label
:
11
,
img
:[
4
,
5
],
img_conv_lay
:
5
,
img_pool_lay
:
5
,
implement
:[
4
,
5
,
9
,
18
,
19
,
23
],
improv
:
4
,
in_fals
:
18
,
in_plac
:
18
,
in_tru
:
18
,
includ
:[
3
,
4
,
5
,
10
,
11
,
18
],
inclus
:
18
,
incorpor
:
4
,
incorrect
:
4
,
inde
:
9
,
independ
:[
4
,
18
],
index
:[
3
,
4
,
7
,
9
,
10
,
18
,
25
],
indexslot
:
4
,
indiact
:
18
,
indic
:[
3
,
4
,
10
,
18
,
21
],
infer
:[
0
,
11
,
17
,
18
],
info
:[
3
,
4
,
10
],
infom
:
4
,
inform
:[
4
,
10
,
18
,
25
],
inherit
:
22
,
init
:[
2
,
18
,
25
],
init_batch_dim_idx
:
18
,
init_from_tar
:
25
,
init_valu
:
18
,
initi
:[
2
,
4
,
5
,
10
,
12
,
18
,
21
,
25
],
initial_max
:
2
,
initial_mean
:[
2
,
4
],
initial_min
:
2
,
initial_std
:[
2
,
4
],
inlcud
:
5
,
inner
:
4
,
inner_param_attr
:
5
,
inproj_attr
:
4
,
inproj_bias_attr
:
4
,
inproj_param_attr
:
4
,
input1
:[
4
,
5
],
input2
:
4
,
input
:[
1
,
3
,
4
,
5
,
7
,
9
,
11
,
14
,
17
,
18
,
19
,
25
],
input_conf
:
4
,
input_dim_idx
:
18
,
input_dtyp
:
18
,
input_featur
:
1
,
input_id
:
4
,
input_imag
:
5
,
input_loc
:
4
,
input_proj_bias_attr
:
5
,
input_proj_layer_attr
:
5
,
input_seq
:[
4
,
18
],
inputtyp
:
9
,
insert
:
18
,
insid
:[
3
,
5
],
instal
:[
4
,
18
],
instanc
:[
4
,
18
],
instead
:[
4
,
5
,
7
],
int32
:
18
,
int64
:
18
,
integ
:[
3
,
4
,
9
,
18
],
integer_valu
:
9
,
integer_value_sequ
:
9
,
integr
:[
3
,
18
],
inter
:[
4
,
18
],
interact
:
4
,
intercept
:
4
,
interfac
:[
0
,
2
,
4
,
5
,
22
,
25
],
intergr
:
4
,
intermedi
:
18
,
intern
:[
4
,
5
,
25
],
interpret
:[
3
,
18
],
interv
:
18
,
introduc
:[
4
,
11
],
invok
:[
4
,
25
],
iob
:
3
,
ioe
:
3
,
ipt
:
4
,
is_bia
:
18
,
is_color
:
11
,
is_loc
:
25
,
is_revers
:
18
,
is_scalar_condit
:
18
,
is_seq
:
4
,
is_spars
:
18
,
is_stat
:
2
,
is_test
:
18
,
is_train
:
11
,
issu
:
18
,
issuecom
:
18
,
item
:[
4
,
9
,
18
,
25
],
iter
:[
4
,
5
,
6
,
9
,
25
],
its
:[
4
,
5
,
18
,
25
],
jku
:
18
,
jmlr
:
18
,
job
:
10
,
job_id
:
10
,
jointli
:
5
,
jpg
:
11
,
jth
:
5
,
judg
:
4
,
just
:[
1
,
3
,
4
,
5
,
10
,
18
],
keep
:[
4
,
9
,
11
,
18
],
keep_dim
:
18
,
keep_top_k
:
4
,
kei
:[
10
,
11
,
19
,
22
,
25
],
kept
:
4
,
kernel
:[
4
,
18
,
22
],
keyword
:
18
,
kitten
:
18
,
know
:
18
,
kriz
:
10
,
krizhevski
:
18
,
ksimonyan
:
5
,
kvp
:
22
,
kwarg
:[
5
,
6
,
9
,
14
,
18
,
21
],
kwd
:[
15
,
22
],
l1_rate
:
2
,
l1decayregular
:
23
,
l2_rate
:
2
,
l2_sim
:
4
,
l2decayregular
:
23
,
label
:[
3
,
4
,
9
,
10
,
11
,
14
,
18
,
25
],
label_dim
:
4
,
lambda
:
18
,
lambdacost
:
4
,
lambdarank
:
4
,
lang
:
10
,
languag
:[
4
,
10
,
19
],
larg
:[
7
,
10
,
18
],
larger
:[
2
,
3
,
4
],
largest
:
18
,
last
:[
3
,
4
,
5
,
18
],
last_time_step_output
:
4
,
latenc
:
4
,
latent
:
4
,
latest
:
4
,
layer1
:[
4
,
5
],
layer2
:
4
,
layer3
:
4
,
layer
:[
2
,
3
,
5
,
7
,
9
,
12
,
24
,
25
],
layer_attr
:
4
,
layer_typ
:
4
,
layerhelp
:
18
,
layeroutout
:
4
,
layeroutput
:
5
,
layout
:
11
,
lbl
:
3
,
leakyrelu
:
18
,
learn
:[
2
,
3
,
4
,
5
,
6
,
10
,
18
,
19
],
learnabl
:[
4
,
18
,
19
,
25
],
learning_r
:[
2
,
21
],
least
:[
3
,
18
],
lecun
:
10
,
left
:[
4
,
18
],
left_right_flip
:
11
,
len
:[
4
,
18
],
length
:[
4
,
5
,
9
,
10
,
11
,
18
],
less
:[
4
,
18
],
lesser
:
18
,
let
:[
3
,
4
,
18
],
level
:[
2
,
4
,
18
],
levenshtein
:
18
,
librari
:[
4
,
18
],
like
:[
3
,
4
,
9
,
10
,
18
],
limit
:[
4
,
9
,
18
],
line
:[
3
,
9
,
22
],
line_break
:
9
,
linear
:[
4
,
18
,
19
],
linearli
:
18
,
link
:[
4
,
5
,
18
],
linux
:
9
,
list
:[
3
,
4
,
5
,
9
,
11
,
18
,
22
,
23
,
25
],
listen_and_serv
:
18
,
load
:[
11
,
17
],
load_and_transform
:
11
,
load_file_nam
:
17
,
load_imag
:
11
,
load_image_byt
:
11
,
loc
:
3
,
local
:[
2
,
18
,
25
],
locat
:[
4
,
18
,
25
],
lod
:
18
,
lod_level
:
18
,
lod_rank_table_obj
:
18
,
lod_tensor
:
18
,
lod_tensor_aarri
:
18
,
lod_tensor_arrai
:
18
,
lodrankt
:
18
,
lodtensor
:[
18
,
19
],
lodtensorarrai
:
18
,
logarithm
:[
1
,
18
],
logist
:
18
,
logit
:
18
,
look
:[
3
,
18
],
lookahead
:[
4
,
18
],
lookup
:
18
,
loss
:[
4
,
18
],
low
:
4
,
lower
:[
4
,
18
],
lstm
:[
4
,
18
],
lstm_bias_attr
:
5
,
lstm_cell_attr
:
5
,
lstm_group
:
5
,
lstm_layer_attr
:
5
,
lstm_step
:
5
,
lstm_unit_op
:
18
,
lstmemori
:
5
,
lstmemory_group
:
4
,
lstmp
:
18
,
ltr
:
4
,
machin
:[
4
,
5
,
10
,
25
],
made
:
10
,
mai
:[
4
,
5
,
18
,
22
],
main
:
18
,
main_program
:[
17
,
18
],
maintain
:
4
,
make
:[
3
,
4
,
18
],
manag
:
25
,
mandarin
:
4
,
mani
:[
5
,
11
],
manner
:
4
,
map
:[
3
,
4
,
9
,
19
,
25
],
map_read
:
9
,
mapper
:
9
,
margin
:
18
,
mark
:
10
,
mask
:[
2
,
4
,
18
],
master
:
10
,
mat_param_attr
:
5
,
match
:
18
,
math
:[
5
,
18
],
matirx
:
4
,
matric
:
18
,
matrix
:[
3
,
4
,
5
,
9
,
18
,
19
,
25
],
max
:[
2
,
4
,
9
,
10
,
18
,
19
,
22
],
max_id
:[
4
,
25
],
max_job_id
:
10
,
max_length
:
4
,
max_movie_id
:
10
,
max_norm
:
18
,
max_seq_len
:
18
,
max_sort_s
:
4
,
max_user_id
:
10
,
max_x
:
18
,
maxframe_evalu
:
3
,
maxid
:
3
,
maxid_evalu
:
3
,
maxim
:
4
,
maximum
:[
3
,
4
,
10
,
18
,
22
],
maxinum
:
7
,
maxpool
:
4
,
mchw
:
18
,
md5
:
10
,
mean
:[
2
,
3
,
4
,
5
,
6
,
7
,
9
,
11
,
22
,
25
],
mean_op
:
18
,
mean_var_nam
:
4
,
measur
:
18
,
mechan
:[
4
,
5
,
19
],
mem
:[
4
,
18
],
member
:[
4
,
10
],
memor
:
4
,
memori
:[
5
,
18
],
memory_boot
:
5
,
memory_nam
:
4
,
mention
:
18
,
mere
:
5
,
merg
:[
4
,
18
],
messag
:
18
,
method
:[
4
,
6
,
25
],
might
:
4
,
million
:
10
,
min
:[
2
,
4
,
18
,
22
],
min_word_freq
:
10
,
mini
:[
4
,
9
,
14
,
18
,
25
],
minibatch
:[
4
,
18
],
minimum
:[
4
,
18
,
22
],
mismatch
:
18
,
mix
:
5
,
mixed_lay
:
5
,
mixed_layer_attr
:
5
,
mixedlayertyp
:
4
,
mkldnn
:
4
,
mkldnn_batch_norm
:
4
,
mmt16_task1_test
:
10
,
mode
:[
4
,
22
,
25
],
model
:[
0
,
4
,
5
,
10
,
17
,
18
,
19
,
25
],
modifi
:[
4
,
23
],
modul
:[
5
,
10
,
25
],
modulo
:
4
,
moment
:
18
,
momentum
:[
2
,
18
],
momentumoptim
:
20
,
mono
:
4
,
more
:[
3
,
4
,
5
,
9
,
10
,
18
,
22
],
mose
:
10
,
mosesdecod
:
10
,
most
:[
4
,
9
,
25
],
move
:
4
,
movi
:
10
,
movie_categori
:
10
,
movie_info
:
10
,
movie_review
:
10
,
movieinfo
:
10
,
moving_average_fract
:
4
,
moving_mean_nam
:
18
,
moving_variance_nam
:
18
,
much
:[
4
,
18
],
mul_op
:
18
,
mul_ratio
:
4
,
multi30k
:
10
,
multi
:[
4
,
19
],
multi_binary_label_cross_entropi
:
4
,
multidimension
:
18
,
multilingu
:
10
,
multimod
:
10
,
multinomi
:
4
,
multip
:
19
,
multipl
:[
3
,
4
,
5
,
9
,
14
,
18
,
19
,
25
],
multipli
:[
3
,
4
,
18
],
multiprocess
:
9
,
must
:[
1
,
3
,
4
,
5
,
9
,
11
,
18
],
mutual
:
18
,
myfil
:
9
,
name
:[
2
,
3
,
4
,
5
,
7
,
11
,
17
,
18
,
21
,
22
,
25
],
nativ
:[
4
,
18
],
natur
:
18
,
nchw
:[
4
,
18
],
ndarrai
:[
11
,
18
,
25
],
ndcg
:
4
,
ndcg_num
:
4
,
necessari
:
4
,
need
:[
3
,
4
,
5
,
9
,
17
,
18
,
19
,
23
],
neg
:[
3
,
4
,
18
],
neg_distribut
:
4
,
neg_overlap
:
4
,
neg_pos_ratio
:
4
,
neglect
:
4
,
neither
:
4
,
ner
:
3
,
nest
:[
4
,
9
],
net
:[
4
,
5
,
12
,
18
],
network
:[
2
,
3
,
4
,
9
,
18
,
19
,
24
,
25
],
neural
:[
4
,
5
,
9
,
18
,
25
],
neuron
:
18
,
never
:
9
,
new_dim
:
18
,
next
:[
4
,
10
],
ngram
:
10
,
nine
:
10
,
nlp
:
4
,
nltk
:
10
,
nms_threshold
:
4
,
nms_top_k
:
4
,
no_sequ
:
4
,
node
:
4
,
nois
:[
4
,
18
],
noisi
:
4
,
non
:[
4
,
18
],
none
:[
2
,
3
,
4
,
5
,
6
,
7
,
11
,
13
,
14
,
17
,
18
,
19
,
21
,
22
,
23
,
25
],
nontranspos
:
18
,
norm
:[
5
,
18
],
norm_by_tim
:[
4
,
18
],
normal
:[
4
,
5
,
10
,
18
,
21
],
normaliniti
:
16
,
normalizaiton
:
18
,
normliz
:
18
,
notat
:
4
,
note
:[
2
,
4
,
5
,
7
,
10
,
11
,
18
,
25
],
noth
:[
1
,
25
],
notic
:
4
,
now
:
9
,
np_arrai
:
9
,
num
:[
4
,
5
],
num_channel
:[
4
,
5
],
num_chunk_typ
:[
3
,
14
,
18
],
num_class
:[
4
,
5
,
18
],
num_col_dim
:
18
,
num_filt
:[
4
,
5
,
18
,
19
],
num_flatten_dim
:
18
,
num_head
:
19
,
num_neg_sampl
:[
4
,
18
],
num_or_sect
:
18
,
num_pass
:
25
,
num_per_batch
:
11
,
num_repeat
:
4
,
num_result
:
3
,
num_results_per_sampl
:
4
,
num_total_class
:
18
,
num_true_class
:
18
,
number
:[
3
,
4
,
5
,
9
,
10
,
11
,
14
,
18
,
19
,
22
],
numchunktyp
:
3
,
numer
:
4
,
numofallsampl
:
3
,
numofwrongpredict
:
3
,
numpi
:[
2
,
9
,
11
,
18
,
25
],
numtagtyp
:
3
,
obei
:
3
,
object
:[
2
,
4
,
5
,
9
,
18
,
25
],
observ
:
4
,
obtain
:[
4
,
18
],
occur
:[
10
,
25
],
odd
:
4
,
odoti
:
18
,
offici
:
4
,
offset
:[
4
,
18
],
often
:
4
,
older
:
18
,
omit
:
18
,
onc
:
4
,
one
:[
1
,
3
,
4
,
5
,
7
,
9
,
18
,
22
,
25
],
onli
:[
3
,
4
,
5
,
7
,
11
,
18
,
25
],
onlin
:[
4
,
6
],
onto
:
18
,
open
:[
4
,
11
,
18
],
opencv
:
11
,
oper
:[
4
,
5
,
9
,
11
,
18
,
22
,
23
],
operand
:
18
,
opposit
:
18
,
optim
:[
2
,
12
,
23
,
24
,
25
],
optimizer_mod
:
18
,
option
:[
3
,
4
,
10
,
18
,
22
],
order
:[
4
,
5
,
9
,
11
,
18
,
22
,
25
],
ordereddict
:
25
,
orderli
:
18
,
org
:[
3
,
4
,
5
,
10
,
18
],
organ
:[
3
,
4
],
origin
:[
4
,
5
,
9
,
10
,
17
,
18
],
other
:[
3
,
4
,
5
,
9
,
18
,
22
],
otherchunktyp
:
3
,
otherwis
:[
4
,
9
,
10
,
11
,
18
,
22
,
25
],
our
:
18
,
out
:[
4
,
18
,
25
],
out_fals
:
18
,
out_left
:
4
,
out_memori
:
5
,
out_right
:
4
,
out_size_i
:
4
,
out_size_x
:
4
,
out_tru
:
18
,
outer
:
4
,
outlier
:
4
,
outout_lay
:
25
,
outout_layer1
:
25
,
outout_layer2
:
25
,
output
:[
1
,
2
,
3
,
4
,
5
,
7
,
9
,
14
,
18
,
19
,
22
,
25
],
output_
:
4
,
output_dim_idx
:
18
,
output_dtyp
:
18
,
output_fil
:
22
,
output_height
:
18
,
output_id
:
4
,
output_lay
:
25
,
output_max_index
:
7
,
output_mem
:
4
,
output_mod
:
22
,
output_s
:
18
,
output_width
:
18
,
outputh
:
4
,
outputw
:
4
,
outsid
:[
4
,
5
],
over
:[
4
,
5
,
18
,
25
],
overfit
:
18
,
overflow
:
18
,
overlap
:[
3
,
4
],
overlap_threshold
:[
3
,
4
],
own
:[
4
,
18
],
packag
:[
9
,
10
],
pad
:[
5
,
18
],
pad_c
:
4
,
pad_h
:
4
,
pad_w
:
4
,
padding_attr
:
4
,
padding_down
:
18
,
padding_h
:
18
,
padding_i
:
4
,
padding_idx
:
18
,
padding_left
:
18
,
padding_right
:
18
,
padding_up
:
18
,
padding_w
:
18
,
padding_x
:
4
,
paddl
:[
1
,
2
,
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
13
,
14
,
15
,
16
,
17
,
18
,
19
,
20
,
21
,
22
,
23
,
25
],
paddlepaddl
:[
4
,
5
,
9
,
10
,
11
,
18
,
25
],
page
:
10
,
pair
:[
3
,
18
,
19
,
22
,
23
],
pairwis
:
4
,
paper
:[
4
,
10
,
18
],
parallel
:
18
,
parallel_nn
:
2
,
param
:[
2
,
4
,
5
,
9
,
17
,
18
],
param_attr
:[
4
,
5
,
12
,
18
,
19
],
param_initi
:
18
,
paramattr
:[
2
,
4
,
18
],
paramet
:[
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
17
,
18
,
19
,
22
,
23
,
24
],
parameter_learning_r
:
2
,
parameter_nam
:
25
,
parameterattribut
:[
2
,
4
,
5
],
parameters_and_grad
:
23
,
parametr
:
4
,
pars
:[
9
,
10
],
parser
:
9
,
part
:[
3
,
4
,
18
,
19
],
partial
:[
4
,
25
],
partial_sum
:
4
,
pass
:[
4
,
18
,
25
],
pass_gener
:
4
,
pass_id
:
25
,
patch
:
18
,
path
:[
3
,
9
,
10
,
11
,
17
,
25
],
pattern
:
10
,
pdf
:[
5
,
18
],
peephol
:
18
,
per
:[
3
,
4
,
10
,
11
,
18
],
perform
:[
4
,
5
,
18
],
perl
:
10
,
perm
:
18
,
permut
:
18
,
peroid
:[
4
,
11
],
persist
:[
17
,
18
],
person
:
3
,
phase
:
18
,
phrase
:
18
,
pick
:
18
,
piec
:
5
,
pil
:
11
,
pipe
:
9
,
piperead
:
9
,
pixel
:[
4
,
9
,
10
],
place
:[
13
,
15
,
18
,
22
],
plain
:[
3
,
4
,
9
],
pleas
:[
2
,
4
,
5
,
6
,
10
,
11
,
18
],
plu
:
4
,
point
:
18
,
polar
:
10
,
polici
:
18
,
polit
:
18
,
pool
:[
5
,
18
,
24
],
pool_attr
:
5
,
pool_bias_attr
:
5
,
pool_layer_attr
:
5
,
pool_pad
:[
5
,
18
],
pool_siz
:[
4
,
5
,
18
,
19
],
pool_size_i
:
4
,
pool_strid
:[
5
,
18
,
19
],
pool_typ
:[
4
,
5
,
18
,
19
],
pooled_height
:
4
,
pooled_width
:
4
,
pooling_lay
:
5
,
pooling_typ
:
4
,
poolingtyp
:
7
,
port
:
18
,
posit
:[
3
,
4
,
5
,
18
],
positive_label
:
3
,
pre
:[
4
,
5
,
10
],
pre_id
:
18
,
pre_mem
:
18
,
precis
:[
3
,
14
,
18
],
precision_evalu
:
3
,
predetermin
:
4
,
predic
:[
10
,
17
],
predict
:[
3
,
4
,
18
,
25
],
predict_lay
:
25
,
prediction1
:
25
,
prediction2
:
25
,
prefix
:[
3
,
5
,
18
],
prepend
:
18
,
preprocess
:[
10
,
11
],
prev_cel
:
18
,
prev_cell_data
:
18
,
prev_hidden
:
18
,
prev_hidden_data
:
18
,
prevent
:[
6
,
18
],
previou
:[
4
,
5
,
18
,
22
,
25
],
previous
:
4
,
price
:
10
,
principl
:
18
,
print
:[
2
,
22
,
25
],
print_phas
:
18
,
print_tensor_lod
:
18
,
print_tensor_nam
:
18
,
print_tensor_shap
:
18
,
print_tensor_typ
:
18
,
printer
:
3
,
priorbox
:
4
,
prite
:
3
,
prob
:[
3
,
25
],
probabalist
:
18
,
probabilist
:
4
,
probabl
:[
3
,
4
,
18
,
25
],
problem
:
4
,
proce
:
9
,
proceed
:[
10
,
18
],
process
:[
2
,
4
,
5
,
9
,
18
],
process_num
:
9
,
produc
:[
4
,
5
,
9
,
18
],
product
:[
4
,
5
,
18
,
19
],
profil
:
12
,
program
:[
9
,
13
,
17
,
18
,
22
],
proj
:
4
,
proj_activ
:
18
,
proj_dim
:
18
,
proj_out
:
18
,
proj_siz
:
18
,
project
:[
4
,
5
,
18
,
19
],
promis
:[
4
,
5
],
propag
:[
4
,
6
],
propos
:
18
,
proto
:
7
,
protobuf
:
25
,
protocol
:
3
,
provid
:[
4
,
10
,
18
],
prune
:[
4
,
17
],
pserver
:
25
,
pserver_spec
:
25
,
pub
:
18
,
purpos
:
4
,
pyramid
:
4
,
pyramid_height
:
4
,
python
:[
10
,
18
,
25
],
queri
:[
3
,
4
,
19
],
query_id
:
3
,
quest
:
10
,
question
:
4
,
r_h_val
:
18
,
r_t
:
4
,
rais
:[
9
,
18
,
19
,
23
],
random
:[
2
,
4
,
9
,
18
],
random_crop
:
11
,
randomli
:[
11
,
18
],
rang
:[
4
,
9
,
18
],
rank
:[
4
,
18
],
rank_tabl
:
18
,
ranktabl
:
18
,
rate
:[
2
,
3
,
4
,
5
,
6
,
10
,
19
],
ratio
:
4
,
raw
:[
4
,
18
],
read
:[
9
,
11
,
18
,
25
],
reader
:[
0
,
10
,
25
],
reader_creator_random_imag
:
9
,
reader_creator_random_image_and_label
:
9
,
real
:[
4
,
18
],
rearrang
:
18
,
reason
:
5
,
recal
:[
3
,
14
,
18
],
receiv
:
18
,
recognit
:
4
,
recommend
:[
5
,
18
],
record
:[
9
,
22
],
recordio
:[
9
,
10
],
rectifi
:
4
,
recurr
:
18
,
recurrent_group
:
5
,
recurrent_lay
:
5
,
recurrentgroup
:
3
,
redirect
:
9
,
reduc
:[
4
,
18
],
ref
:
18
,
ref_batch_dim_idx
:
18
,
refer
:[
2
,
4
,
5
,
6
,
11
,
18
,
19
,
22
],
reformul
:
18
,
regard
:
18
,
region
:
4
,
regress
:
4
,
regular
:[
2
,
12
,
18
,
21
],
rel
:[
5
,
18
],
relu
:
4
,
remain
:
18
,
remaind
:
18
,
rememb
:
4
,
remot
:
2
,
remov
:[
9
,
18
],
reorder
:
18
,
reorderlodtensorbyrankt
:
18
,
reorgan
:
4
,
repeat
:
18
,
replac
:
18
,
repositori
:
4
,
reprenset
:
18
,
repres
:[
4
,
5
,
18
],
represent
:[
4
,
18
],
requir
:[
3
,
4
],
research
:[
10
,
18
],
reserv
:
18
,
reset
:[
4
,
18
],
reshape_s
:
4
,
resid
:
18
,
resiz
:
11
,
resize_s
:
11
,
resize_short
:
11
,
respect
:[
18
,
19
],
respons
:
4
,
rest
:
18
,
result
:[
1
,
3
,
4
,
17
,
18
,
22
,
25
],
result_fil
:
3
,
return_seq
:
5
,
revers
:[
4
,
5
,
10
,
18
],
review
:
10
,
rgb
:[
4
,
11
],
rho
:
6
,
right
:
4
,
rnn
:[
4
,
5
,
18
],
rnn_step
:
4
,
rnnlm
:
10
,
robust
:
4
,
roi
:
4
,
role
:
10
,
root
:[
6
,
7
],
rot
:
4
,
row
:[
3
,
4
,
9
,
18
],
row_id
:
4
,
rtype
:
9
,
rule
:[
3
,
18
],
run
:
18
,
runtim
:
22
,
sai
:
4
,
same
:[
3
,
4
,
5
,
18
,
19
,
23
,
25
],
samping_id
:
4
,
sampl
:[
3
,
9
,
10
,
18
],
sample_id
:
3
,
sample_num
:
3
,
sample_weight
:
18
,
satifi
:
3
,
save
:[
4
,
9
,
17
,
25
],
save_file_nam
:
17
,
save_parameter_to_tar
:
25
,
scalar
:[
4
,
18
],
scale
:[
1
,
19
],
scale_a
:
18
,
scale_b
:
18
,
scalingproject
:
4
,
scan
:
18
,
scatter
:
4
,
scheduler_factor
:
2
,
scheme
:[
3
,
6
],
scope
:
15
,
score
:[
3
,
4
,
14
,
18
],
script
:
10
,
search
:[
4
,
18
],
second
:[
4
,
18
],
see
:[
4
,
5
,
10
,
18
],
seed
:
18
,
seen
:
19
,
segment
:[
3
,
18
],
sel_fc
:
4
,
selcet
:
4
,
select
:[
4
,
18
],
selected_id
:
4
,
selected_indic
:
4
,
selectiv
:
4
,
selfnorm
:
4
,
semant
:
10
,
send_var
:
18
,
sensit
:
4
,
sentenc
:[
4
,
10
],
separ
:[
3
,
17
,
18
,
22
],
seper
:
18
,
seq0
:
18
,
seq1
:
18
,
seq2
:
18
,
seq3
:
18
,
seq
:[
4
,
10
],
seq_pool
:
4
,
seq_silc
:
4
,
seq_text_print
:
3
,
seq_typ
:
9
,
seqtext_evalu
:
3
,
seqtoseq
:
4
,
seqtoseq_net
:
4
,
sequenc
:[
1
,
3
,
4
,
5
,
7
,
9
,
10
,
18
],
sequence_group
:
4
,
sequence_nest_group
:
4
,
sequencesoftmaxop
:
18
,
sequencestartposit
:
4
,
sequencetextprint
:
3
,
sequencetyp
:
4
,
sequenti
:
4
,
seri
:
5
,
serial
:
25
,
server
:
18
,
set
:[
2
,
3
,
4
,
5
,
9
,
10
,
11
,
18
,
19
,
21
,
22
,
23
,
25
],
set_default_parameter_nam
:
2
,
set_input
:
4
,
sever
:[
3
,
4
],
sgd
:
25
,
sgdoptim
:
20
,
shape
:[
3
,
4
,
9
,
18
,
19
,
25
],
share
:[
4
,
18
],
shared_bia
:
5
,
shared_bias
:
4
,
shef
:
10
,
shift
:[
4
,
18
],
shorten
:
4
,
shorter
:
11
,
should
:[
2
,
3
,
4
,
9
,
11
,
18
,
19
,
22
,
25
],
show
:[
3
,
6
],
shown
:[
4
,
18
],
shrink_rnn_memori
:
18
,
shuffl
:
9
,
side
:[
4
,
18
,
25
],
sigma
:
18
,
sigmoid
:[
4
,
19
],
sigmoidactiv
:
5
,
sigmoidcrossentropywithlogit
:
18
,
sima
:
10
,
similar
:[
4
,
18
],
similarli
:[
4
,
9
],
simpl
:[
1
,
3
,
4
,
5
,
9
,
10
,
18
,
25
],
simple_lstm
:
4
,
simple_rnn
:
4
,
simple_transform
:
11
,
simpli
:[
4
,
11
],
sinc
:[
4
,
5
,
18
],
singl
:[
3
,
5
,
9
,
17
,
18
],
sinlg
:
25
,
sit
:
18
,
sitten
:
18
,
sittin
:
18
,
size
:[
3
,
4
,
5
,
9
,
10
,
11
,
18
,
19
,
25
],
size_a
:
4
,
size_b
:
4
,
slice0
:
18
,
slice1
:
18
,
slice2
:
18
,
slice3
:
18
,
slice
:[
4
,
18
],
sliceproject
:
4
,
slide
:[
4
,
6
,
10
],
slope
:[
4
,
18
],
slopeinterceptlay
:
4
,
small
:[
4
,
10
,
18
],
smaller
:
18
,
smooth
:
4
,
smt
:
10
,
soft
:
18
,
soft_label
:
18
,
softmax
:[
4
,
5
,
18
],
softmax_param_attr
:
5
,
softmax_selfnorm_alpha
:
4
,
softrelu
:
18
,
some
:[
2
,
4
,
9
,
11
,
18
,
25
],
some_lay
:
18
,
somedata
:
25
,
sometim
:
4
,
sort
:[
4
,
10
,
18
,
22
],
sorted_kei
:
22
,
sourc
:[
4
,
10
,
18
],
space
:[
3
,
4
],
space_seperated_tokens_from_dictionary_according_to_seq
:
3
,
space_seperated_tokens_from_dictionary_according_to_sub_seq
:
3
,
spars
:[
2
,
4
,
6
,
9
,
18
],
sparse_binary_vector
:
9
,
sparse_binary_vector_sequ
:
9
,
sparse_float_vector
:
9
,
sparse_float_vector_sequ
:
9
,
sparse_non_value_slot
:
9
,
sparse_upd
:
2
,
sparse_value_slot
:
9
,
spatial
:
4
,
spatial_scal
:
4
,
specia
:
10
,
special
:[
4
,
10
,
18
],
specif
:[
10
,
18
,
19
,
25
],
specifi
:[
3
,
4
,
10
,
17
,
18
,
22
],
speech
:
4
,
speed
:[
4
,
5
],
split
:[
4
,
9
,
19
],
sport
:
18
,
sqrt_x
:
18
,
squar
:[
4
,
6
,
7
],
src_dict_siz
:
10
,
src_lang
:
10
,
srl
:
10
,
ssd
:
4
,
stabil
:[
4
,
18
],
stack
:
18
,
stackexchang
:
4
,
stand
:
18
,
standard
:[
2
,
9
,
18
],
stanford
:
10
,
start
:[
4
,
5
,
10
,
18
,
25
],
start_po
:
4
,
startup
:
18
,
startup_program
:
18
,
state
:[
4
,
5
,
18
,
22
],
state_act
:[
4
,
5
],
staticinput
:
4
,
statist
:[
4
,
18
],
statmt
:
10
,
statu
:
18
,
std
:
25
,
stdout
:
9
,
step1
:
18
,
step
:[
4
,
5
,
7
,
18
],
stochast
:
6
,
stop
:
4
,
stop_gradi
:
18
,
store
:[
3
,
4
,
10
,
18
,
25
],
str
:[
11
,
18
,
25
],
strategi
:
7
,
stream
:
9
,
streamid
:
22
,
street
:
4
,
stride
:[
4
,
5
,
18
],
stride_h
:
18
,
stride_i
:
4
,
stride_w
:
18
,
stride_x
:
4
,
string
:[
3
,
4
,
9
,
10
,
11
,
18
,
22
,
25
],
style
:
4
,
sub
:[
3
,
4
,
9
,
18
],
sub_nest_seq
:
4
,
sub_sequ
:
4
,
subgradi
:
6
,
subscript
:
18
,
subsequ
:
4
,
subsequenceinput
:
4
,
subset
:
18
,
substitut
:
18
,
success
:
4
,
suggest
:
4
,
sum
:[
4
,
6
,
19
],
sum_x
:
18
,
sume
:
18
,
summar
:
18
,
summat
:
18
,
suppli
:
18
,
support
:[
2
,
3
,
4
,
6
,
7
,
9
,
11
,
18
],
suppos
:[
5
,
18
,
19
],
suppress
:
4
,
sure
:
18
,
surpass
:
4
,
symbol
:
4
,
t_max
:
18
,
t_min
:
18
,
tabl
:[
3
,
4
,
18
],
tableproject
:
4
,
tag
:[
3
,
10
],
tagtyp
:
3
,
take
:[
3
,
4
,
5
,
9
,
18
,
25
],
taken
:
4
,
tanh
:[
4
,
5
],
tanhactiv
:
5
,
tanhshrink
:
18
,
tar
:[
10
,
11
,
25
],
target
:[
4
,
10
,
18
,
25
],
target_dictionary_dim
:
4
,
target_language_embed
:
4
,
target_var
:
17
,
targetinlink
:
4
,
task1
:
10
,
task
:[
3
,
4
,
10
,
18
],
techniqu
:
18
,
technolog
:
18
,
tell
:
22
,
tempor
:[
4
,
18
],
tensor
:
19
,
term
:[
4
,
5
,
18
],
test100
:
10
,
test10
:
10
,
test
:[
4
,
9
,
10
,
11
,
18
,
25
],
testresult
:
25
,
text
:[
3
,
5
,
9
,
18
],
text_fil
:
9
,
tgz
:
10
,
than
:[
2
,
3
,
4
,
5
,
18
],
thehalf
:
18
,
thei
:[
4
,
18
],
them
:[
3
,
4
,
5
,
11
,
18
],
therein
:[
4
,
18
],
thi
:[
2
,
3
,
4
,
5
,
6
,
9
,
10
,
11
,
17
,
18
,
22
,
23
,
25
],
third
:[
4
,
18
],
third_parti
:
4
,
those
:
4
,
thought
:
18
,
threadblocks
:
22
,
three
:[
3
,
4
,
10
,
18
,
19
],
threshold
:[
2
,
3
,
4
,
18
],
thresholdedrelu
:
18
,
through
:[
4
,
19
],
thu
:[
4
,
18
],
time
:[
4
,
5
,
7
,
9
,
18
,
22
,
25
],
timelin
:
4
,
timeout_sec
:
9
,
timer
:
22
,
timestamp
:
4
,
timestep
:
4
,
titl
:
10
,
to_chw
:
11
,
to_no_sequ
:
4
,
to_sequ
:
4
,
to_tar
:
25
,
todo
:[
3
,
9
,
10
],
toend
:
4
,
togeth
:[
4
,
5
,
9
,
25
],
token
:[
3
,
4
,
10
,
18
],
toler
:
25
,
too
:
10
,
top
:[
3
,
18
,
25
],
top_k
:[
3
,
18
],
topk_indic
:
18
,
topk_out
:
18
,
topolopi
:
25
,
toronto
:
10
,
total
:[
18
,
22
,
25
],
tractabl
:
4
,
tradit
:
4
,
trail
:
9
,
train100
:
10
,
train10
:
10
,
train
:[
0
,
2
,
3
,
4
,
9
,
10
,
11
,
18
],
trainabl
:[
4
,
21
],
transform
:[
4
,
5
,
11
,
18
],
transform_param_attr
:
5
,
transformed_st
:
5
,
translat
:[
4
,
5
,
10
],
transpos
:[
4
,
11
],
transpose_i
:
18
,
transpose_x
:
18
,
transposedfullmatrixproject
:
4
,
treat
:[
4
,
18
],
tree
:
4
,
trg_dict_siz
:
10
,
trim
:
4
,
truth
:[
3
,
4
,
18
],
tune
:
2
,
tupl
:[
4
,
5
,
9
,
10
,
11
,
18
,
25
],
ture
:
4
,
turn
:[
4
,
18
],
tutori
:
22
,
two
:[
3
,
4
,
5
,
18
,
19
],
type
:[
3
,
4
,
5
,
7
,
9
,
10
,
11
,
18
,
19
,
23
,
25
],
typic
:
3
,
uci
:
10
,
ufldl
:[
4
,
18
],
unchang
:
18
,
under
:
18
,
underli
:
18
,
unidirect
:
4
,
uniform
:[
2
,
4
,
9
,
18
],
uniforminiti
:
16
,
unit
:[
4
,
5
,
18
,
19
],
unitest
:
18
,
unk
:
10
,
unknown
:[
4
,
10
,
18
,
23
],
unless
:
18
,
unlik
:[
4
,
18
],
unnorm
:
18
,
unscal
:
18
,
unseg
:
4
,
unus
:
18
,
updat
:[
2
,
4
,
6
,
18
],
update_equ
:
25
,
update_hook
:
2
,
upper
:
4
,
url
:[
9
,
10
],
usag
:[
3
,
4
,
5
,
11
,
18
,
25
],
use
:[
2
,
3
,
4
,
5
,
7
,
9
,
10
,
11
,
18
,
22
,
25
],
use_cudnn
:[
18
,
19
],
use_etcd
:
25
,
use_global_stat
:
4
,
use_mkldnn
:
4
,
use_nccl
:
18
,
use_peephol
:
18
,
used
:[
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
18
,
22
,
25
],
useful
:[
4
,
5
],
user
:[
2
,
4
,
5
,
9
,
10
,
11
,
18
,
22
,
25
],
user_info
:
10
,
userinfo
:
10
,
uses
:[
4
,
18
],
using
:[
2
,
4
,
5
,
9
,
10
,
14
,
18
,
25
],
usual
:[
4
,
18
,
25
],
valid
:[
4
,
10
,
11
,
18
],
valu
:[
2
,
3
,
4
,
7
,
9
,
10
,
11
,
18
,
19
,
22
,
25
],
value_evalu
:
3
,
value_rang
:
9
,
valueerror
:[
18
,
19
],
vardesc
:
18
,
variabl
:[
6
,
9
,
10
,
17
,
18
,
19
],
varianc
:[
4
,
18
],
variant
:
4
,
vartyp
:
18
,
vec1
:
4
,
vec2
:
4
,
vecter
:
18
,
vector
:[
4
,
5
,
9
,
10
,
18
],
verb
:
10
,
veri
:[
4
,
7
],
version
:[
4
,
5
,
10
],
vertic
:
4
,
vgg
:
5
,
view
:
4
,
vision
:
10
,
visit
:
25
,
visual
:
4
,
vl16
:
10
,
vutbr
:
10
,
w_f
:
18
,
wai
:[
3
,
5
,
18
],
wang
:
18
,
want
:[
4
,
22
],
warn
:
25
,
warp
:[
4
,
18
],
warpctc
:
4
,
websit
:
10
,
weight
:[
3
,
4
,
5
,
6
,
18
,
19
,
21
,
23
],
weight_act
:
5
,
well
:
18
,
were
:[
3
,
18
],
what
:[
2
,
4
],
when
:[
2
,
3
,
4
,
6
,
9
,
18
,
19
,
25
],
whenev
:
18
,
where
:[
4
,
5
,
6
,
18
,
19
],
wherea
:
18
,
whether
:[
3
,
4
,
11
,
18
,
25
],
which
:[
2
,
3
,
4
,
5
,
9
,
10
,
11
,
17
,
18
,
19
,
21
,
22
,
25
],
while_op
:
18
,
whole
:[
3
,
9
],
whose
:[
4
,
9
,
18
],
why
:
5
,
width
:[
3
,
4
,
9
,
11
,
18
],
wiil
:
18
,
wiki
:
4
,
wikipedia
:[
4
,
10
],
window
:[
4
,
7
,
10
],
wise
:[
4
,
11
,
18
],
within
:[
4
,
18
],
without
:[
3
,
4
],
wmt16_files_mmt
:
10
,
wmt_shrinked_data
:
10
,
word
:[
3
,
4
,
10
],
word_idx
:
10
,
word_vector_dim
:
4
,
words_freq_sort
:
10
,
work
:[
4
,
9
,
18
],
workshop
:
10
,
would
:[
22
,
25
],
wrap
:
18
,
wrapper
:
5
,
write
:[
9
,
18
],
written
:[
18
,
22
],
www
:[
10
,
18
],
x_first_step
:
18
,
x_last_step
:
18
,
x_num_col_dim
:
18
,
x_reshap
:
18
,
x_t
:
18
,
x_t_data
:
18
,
x_transpos
:
18
,
xarg
:
3
,
xavier
:
18
,
xavieriniti
:[
16
,
18
],
xmap_read
:
9
,
y_num_col_dim
:
18
,
y_predict
:
18
,
yann
:
10
,
year
:
10
,
yeild
:
25
,
yield
:
9
,
you
:[
2
,
4
,
5
,
9
,
10
,
18
,
19
,
22
,
25
],
your
:[
4
,
9
,
10
,
25
],
yuyang18
:[
9
,
10
],
zero
:[
2
,
4
,
5
,
6
,
9
,
10
],
zip
:
10
},
titles
:[
"
API
"
,
"
Activation
"
,
"
Parameter Attribute
"
,
"
Evaluators
"
,
"
Layers
"
,
"
Networks
"
,
"
Optimizer
"
,
"
Pooling
"
,
"
Data Reader Interface and DataSets
"
,
"
Data Reader Interface
"
,
"
Dataset
"
,
"
Image Interface
"
,
"
Fluid
"
,
"
data_feeder
"
,
"
evaluator
"
,
"
executor
"
,
"
initializer
"
,
"
io
"
,
"
layers
"
,
"
nets
"
,
"
optimizer
"
,
"
param_attr
"
,
"
profiler
"
,
"
regularizer
"
,
"
Model Configuration
"
,
"
Training and Inference
"
],
titleterms
:{
"
while
"
:
18
,
Abs
:
1
,
abs
:
18
,
accuraci
:[
14
,
18
],
activ
:[
1
,
4
],
adadelta
:
6
,
adagrad
:[
6
,
20
],
adam
:[
6
,
20
],
adamax
:[
6
,
20
],
addto
:
4
,
aggreg
:
4
,
aggregatelevel
:
4
,
api
:
0
,
append_regularization_op
:
23
,
array_length
:
18
,
array_read
:
18
,
array_to_lod_tensor
:
18
,
array_writ
:
18
,
assign
:
18
,
attribut
:
2
,
auc
:
3
,
avg
:
7
,
basepool
:
7
,
batch_norm
:[
4
,
18
],
beam_search
:[
4
,
18
],
beam_search_decod
:
18
,
bidirectional_gru
:
5
,
bidirectional_lstm
:
5
,
bilinear_interp
:
4
,
block_expand
:
4
,
blockguard
:
18
,
blockguardserv
:
18
,
blockguardwithcomplet
:
18
,
brelu
:[
1
,
18
],
cast
:
18
,
ceil
:
18
,
check
:
4
,
chunk
:
3
,
chunk_ev
:
18
,
chunkevalu
:
14
,
cifar
:
10
,
classif
:
3
,
classification_error
:
3
,
classification_error_print
:
3
,
clip
:[
4
,
18
],
clip_by_norm
:
18
,
column_sum
:
3
,
concat
:[
4
,
18
],
conditionalblock
:
18
,
configur
:
24
,
conll05
:
10
,
connect
:
4
,
constant
:
16
,
context_project
:
4
,
control_flow
:
18
,
conv2d
:
18
,
conv2d_transpos
:
18
,
conv
:
4
,
conv_oper
:
4
,
conv_project
:
4
,
conv_shift
:
4
,
cos_sim
:[
4
,
18
],
cost
:
4
,
create_arrai
:
18
,
create_global_var
:
18
,
create_paramet
:
18
,
create_tensor
:
18
,
crf
:
4
,
crf_decod
:[
4
,
18
],
cross_channel_norm
:
4
,
cross_entropi
:
18
,
cross_entropy_cost
:
4
,
cross_entropy_with_selfnorm_cost
:
4
,
ctc
:
4
,
ctc_error
:
3
,
ctc_greedy_decod
:
18
,
cuda_profil
:
22
,
cudnnavg
:
7
,
cudnnmax
:
7
,
data
:[
4
,
8
,
9
,
18
],
data_feed
:
13
,
datafeed
:[
9
,
13
],
dataset
:[
8
,
10
],
datatyp
:
9
,
decayedadagrad
:[
6
,
20
],
detect
:
3
,
detection_map
:
3
,
detection_output
:
4
,
devic
:
18
,
dot_prod
:
4
,
dot_product_attent
:
5
,
dotmul_oper
:
4
,
dotmul_project
:
4
,
dropout
:[
4
,
18
],
dynamic_gru
:
18
,
dynamic_lstm
:
18
,
dynamic_lstmp
:
18
,
dynamicrnn
:
18
,
edit_dist
:
18
,
elementwise_add
:
18
,
elementwise_div
:
18
,
elementwise_max
:
18
,
elementwise_min
:
18
,
elementwise_mul
:
18
,
elementwise_pow
:
18
,
elementwise_sub
:
18
,
elu
:
18
,
embed
:[
4
,
18
],
eos
:
4
,
evalu
:[
3
,
14
],
event
:
25
,
executor
:
15
,
exp
:[
1
,
18
],
expand
:
4
,
expandlevel
:
4
,
factorization_machin
:
4
,
fill_const
:
18
,
fill_constant_batch_size_lik
:
18
,
first_seq
:
4
,
floor
:
18
,
fluid
:
12
,
full_matrix_project
:
4
,
fulli
:
4
,
gated_unit
:
4
,
get_inference_program
:
17
,
get_output
:
4
,
get_plac
:
18
,
global_scop
:
15
,
glu
:
19
,
gradient_print
:
3
,
group
:
4
,
gru
:
5
,
gru_group
:
5
,
gru_step
:
4
,
gru_unit
:[
5
,
18
],
grumemori
:
4
,
hard_shrink
:
18
,
hard_sigmoid
:
18
,
hsigmoid
:
4
,
huber_classification_cost
:
4
,
huber_regression_cost
:
4
,
ident
:
1
,
identity_project
:
4
,
ifels
:
18
,
im2sequ
:
18
,
imag
:[
4
,
5
,
11
],
imdb
:
10
,
img_cmrnorm
:
4
,
img_conv
:
4
,
img_conv_bn_pool
:
5
,
img_conv_group
:
5
,
img_pool
:
4
,
imikolov
:
10
,
increment
:
18
,
infer
:
25
,
initi
:
16
,
interfac
:[
8
,
9
,
11
],
interpol
:
4
,
kmax_sequence_scor
:
4
,
l1decai
:
23
,
l2_distanc
:
4
,
l2_normal
:
18
,
l2decai
:
23
,
lambda_cost
:
4
,
last_seq
:
4
,
layer
:[
4
,
18
],
layer_norm
:
18
,
leaky_relu
:
18
,
less_than
:
18
,
linear
:
1
,
linear_chain_crf
:
18
,
linear_comb
:
4
,
listenandserv
:
18
,
load_inference_model
:
17
,
load_param
:
17
,
load_persist
:
17
,
load_var
:
17
,
lod_rank_t
:
18
,
lod_tensor_to_arrai
:
18
,
log
:[
1
,
18
],
logsigmoid
:
18
,
lstm
:
5
,
lstm_step
:
4
,
lstm_unit
:
18
,
lstmemori
:
4
,
lstmemory_group
:
5
,
lstmemory_unit
:
5
,
math
:
4
,
matmul
:
18
,
max
:
7
,
max_sequence_len
:
18
,
maxframe_print
:
3
,
maxid
:
4
,
maxid_print
:
3
,
maxout
:
4
,
mean
:
18
,
memori
:
4
,
merge_lod_tensor
:
18
,
minibatch
:
9
,
mix
:
4
,
mnist
:
10
,
model
:
24
,
momentum
:[
6
,
20
],
movielen
:
10
,
mul
:
18
,
multi_binary_label_cross_entropy_cost
:
4
,
multibox_loss
:
4
,
multiplex
:[
4
,
18
],
nce
:[
4
,
18
],
net
:
19
,
network
:
5
,
nlp
:
5
,
norm
:
4
,
normal
:
16
,
ones
:
18
,
ops
:
18
,
optim
:[
6
,
20
],
out_prod
:
4
,
pad
:
4
,
paralleldo
:
18
,
param_attr
:
21
,
paramattr
:
21
,
paramet
:[
2
,
25
],
pnpair
:
3
,
pool2d
:
18
,
pool
:[
4
,
7
],
pow
:
18
,
power
:
4
,
precision_recal
:
3
,
prelu
:
4
,
print
:[
3
,
18
],
profil
:
22
,
rank
:
3
,
rank_cost
:
4
,
reader
:[
8
,
9
],
reciproc
:
18
,
recurr
:[
4
,
5
],
recurrent_group
:
4
,
reduce_max
:
18
,
reduce_mean
:
18
,
reduce_min
:
18
,
reduce_sum
:
18
,
regular
:
23
,
relu6
:
18
,
relu
:[
1
,
18
],
reorder_lod_tensor_by_rank
:
18
,
repeat
:
4
,
reset_profil
:
22
,
reshap
:[
4
,
18
],
resiz
:
4
,
rmsprop
:
6
,
roi_pool
:
4
,
rotat
:
4
,
round
:
18
,
row_conv
:[
4
,
18
],
row_l2_norm
:
4
,
sampl
:
4
,
sampling_id
:
4
,
save_inference_model
:
17
,
save_param
:
17
,
save_persist
:
17
,
save_var
:
17
,
scale
:[
4
,
18
],
scale_shift
:
4
,
scaled_dot_product_attent
:
19
,
scaling_project
:
4
,
scope_guard
:
15
,
selective_fc
:
4
,
send
:
18
,
sentiment
:
10
,
seq_concat
:
4
,
seq_reshap
:
4
,
seq_slic
:
4
,
seqtext_print
:
3
,
sequence_conv
:
18
,
sequence_conv_pool
:[
5
,
19
],
sequence_expand
:
18
,
sequence_first_step
:
18
,
sequence_last_step
:
18
,
sequence_pool
:
18
,
sequence_reshap
:
18
,
sequence_softmax
:
18
,
sequencesoftmax
:
1
,
sgd
:
20
,
shrink_memori
:
18
,
sigmoid
:[
1
,
18
],
sigmoid_cross_entropy_with_logit
:
18
,
simple_attent
:
5
,
simple_gru2
:
5
,
simple_gru
:
5
,
simple_img_conv_pool
:[
5
,
19
],
simple_lstm
:
5
,
slice_project
:
4
,
slope_intercept
:
4
,
small_vgg
:
5
,
smooth_l1_cost
:
4
,
soft_relu
:
18
,
softmax
:
1
,
softplu
:
18
,
softrelu
:
1
,
softshrink
:
18
,
softsign
:[
1
,
18
],
split
:
18
,
split_lod_tensor
:
18
,
spp
:
4
,
sqrt
:
18
,
squar
:[
1
,
18
],
square_error_cost
:[
4
,
18
],
squarerootn
:
7
,
stanh
:[
1
,
18
],
staticrnn
:
18
,
staticrnnmemorylink
:
18
,
sub_nested_seq
:
4
,
sub_seq
:
4
,
sum
:[
3
,
7
,
18
],
sum_cost
:
4
,
sum_to_one_norm
:
4
,
swish
:
18
,
switch_scop
:
15
,
table_project
:
4
,
tanh
:[
1
,
18
],
tanh_shrink
:
18
,
tensor
:[
4
,
18
],
text_conv_pool
:
5
,
thresholded_relu
:
18
,
topk
:
18
,
train
:
25
,
trainer
:
25
,
tran
:
4
,
trans_full_matrix_project
:
4
,
transpos
:
18
,
uci_h
:
10
,
uniform
:
16
,
util
:
3
,
value_print
:
3
,
vgg_16_network
:
5
,
warp_ctc
:
4
,
warpctc
:
18
,
weightnormparamattr
:
21
,
whileguard
:
18
,
wmt14
:
10
,
wmt16
:
10
,
xavier
:
16
,
zero
:
18
}})
\ No newline at end of file
Search
.
setIndex
({
docnames
:[
"
index_en
"
,
"
v2/config/activation
"
,
"
v2/config/attr
"
,
"
v2/config/evaluators
"
,
"
v2/config/layer
"
,
"
v2/config/networks
"
,
"
v2/config/optimizer
"
,
"
v2/config/pooling
"
,
"
v2/data
"
,
"
v2/data/data_reader
"
,
"
v2/data/dataset
"
,
"
v2/data/image
"
,
"
v2/fluid
"
,
"
v2/fluid/data_feeder
"
,
"
v2/fluid/evaluator
"
,
"
v2/fluid/executor
"
,
"
v2/fluid/initializer
"
,
"
v2/fluid/io
"
,
"
v2/fluid/layers
"
,
"
v2/fluid/nets
"
,
"
v2/fluid/optimizer
"
,
"
v2/fluid/param_attr
"
,
"
v2/fluid/profiler
"
,
"
v2/fluid/regularizer
"
,
"
v2/model_configs
"
,
"
v2/run_logic
"
],
envversion
:
50
,
filenames
:[
"
index_en.rst
"
,
"
v2/config/activation.rst
"
,
"
v2/config/attr.rst
"
,
"
v2/config/evaluators.rst
"
,
"
v2/config/layer.rst
"
,
"
v2/config/networks.rst
"
,
"
v2/config/optimizer.rst
"
,
"
v2/config/pooling.rst
"
,
"
v2/data.rst
"
,
"
v2/data/data_reader.rst
"
,
"
v2/data/dataset.rst
"
,
"
v2/data/image.rst
"
,
"
v2/fluid.rst
"
,
"
v2/fluid/data_feeder.rst
"
,
"
v2/fluid/evaluator.rst
"
,
"
v2/fluid/executor.rst
"
,
"
v2/fluid/initializer.rst
"
,
"
v2/fluid/io.rst
"
,
"
v2/fluid/layers.rst
"
,
"
v2/fluid/nets.rst
"
,
"
v2/fluid/optimizer.rst
"
,
"
v2/fluid/param_attr.rst
"
,
"
v2/fluid/profiler.rst
"
,
"
v2/fluid/regularizer.rst
"
,
"
v2/model_configs.rst
"
,
"
v2/run_logic.rst
"
],
objects
:{
"
paddle.v2
"
:{
image
:[
11
,
0
,
0
,
"
-
"
]},
"
paddle.v2.image
"
:{
batch_images_from_tar
:[
11
,
1
,
1
,
""
],
center_crop
:[
11
,
1
,
1
,
""
],
left_right_flip
:[
11
,
1
,
1
,
""
],
load_and_transform
:[
11
,
1
,
1
,
""
],
load_image
:[
11
,
1
,
1
,
""
],
load_image_bytes
:[
11
,
1
,
1
,
""
],
random_crop
:[
11
,
1
,
1
,
""
],
resize_short
:[
11
,
1
,
1
,
""
],
simple_transform
:[
11
,
1
,
1
,
""
],
to_chw
:[
11
,
1
,
1
,
""
]}},
objnames
:{
"
0
"
:[
"
py
"
,
"
module
"
,
"
Python module
"
],
"
1
"
:[
"
py
"
,
"
function
"
,
"
Python function
"
]},
objtypes
:{
"
0
"
:
"
py:module
"
,
"
1
"
:
"
py:function
"
},
terms
:{
"
0473v3
"
:
5
,
"
0ab
"
:
4
,
"
1st
"
:
18
,
"
211839e770f7b538e2d8
"
:
5
,
"
2nd
"
:
18
,
"
32x32
"
:
10
,
"
6th
"
:
10
,
"
7eamaa
"
:
10
,
"
boolean
"
:
18
,
"
break
"
:
9
,
"
byte
"
:[
9
,
11
],
"
case
"
:[
4
,
18
],
"
class
"
:[
1
,
2
,
3
,
4
,
5
,
6
,
7
,
9
,
10
,
13
,
14
,
15
,
18
,
21
,
25
],
"
default
"
:[
2
,
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
17
,
18
,
19
,
22
,
25
],
"
final
"
:[
4
,
5
,
18
],
"
float
"
:[
2
,
3
,
4
,
6
,
9
,
18
,
19
],
"
function
"
:[
4
,
5
,
9
,
10
,
18
,
19
,
23
],
"
import
"
:[
3
,
4
],
"
int
"
:[
2
,
3
,
4
,
5
,
9
,
10
,
11
,
18
,
19
],
"
long
"
:[
4
,
5
,
9
,
18
],
"
new
"
:[
4
,
9
,
18
],
"
public
"
:[
10
,
18
],
"
return
"
:[
2
,
3
,
4
,
5
,
7
,
9
,
10
,
11
,
17
,
18
,
19
,
23
,
25
],
"
short
"
:[
4
,
5
],
"
static
"
:
25
,
"
true
"
:[
2
,
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
17
,
18
,
19
,
21
,
25
],
"
var
"
:[
17
,
18
],
"
while
"
:[
2
,
4
,
9
],
AWS
:
9
,
Abs
:
18
,
And
:[
3
,
4
,
6
,
9
,
10
,
11
,
18
,
25
],
But
:[
4
,
5
,
9
,
18
],
EOS
:
4
,
For
:[
3
,
4
,
5
,
6
,
9
,
18
,
25
],
IDs
:[
10
,
18
],
Its
:[
3
,
4
],
NMS
:
4
,
NOT
:
18
,
One
:[
3
,
5
,
18
,
25
],
That
:[
4
,
9
],
The
:[
1
,
2
,
3
,
4
,
5
,
6
,
9
,
10
,
11
,
17
,
18
,
19
,
22
,
25
],
Their
:
4
,
Then
:[
4
,
5
,
18
],
There
:[
3
,
4
,
10
,
18
,
25
],
These
:[
3
,
11
,
18
],
Use
:[
3
,
9
,
18
],
Used
:[
5
,
21
],
Using
:
18
,
Will
:[
9
,
25
],
With
:[
4
,
5
],
__gradient_machines__
:
25
,
__param_conf__
:
25
,
__tmp_params__
:
25
,
_link
:
5
,
_proj
:
4
,
abbrevi
:
11
,
abc
:
4
,
abl
:
4
,
about
:[
5
,
11
,
18
],
abov
:[
3
,
4
,
18
],
abs
:
5
,
acceler
:
4
,
accept
:[
2
,
4
,
9
,
18
],
access
:[
4
,
5
,
18
],
accord
:[
3
,
4
,
11
,
18
],
accordingli
:[
3
,
4
],
accumul
:
14
,
accuraci
:
3
,
acl2016
:
10
,
across
:[
4
,
9
],
act
:[
4
,
5
,
18
,
19
],
actgat
:
18
,
activ
:[
5
,
18
,
19
,
24
],
activi
:
5
,
actnod
:
18
,
actual
:[
4
,
18
],
adagradoptim
:
20
,
adamaxoptim
:
20
,
adamoptim
:
20
,
adapt
:[
3
,
6
,
18
,
25
],
add
:[
4
,
5
,
9
,
18
,
22
,
23
,
25
],
added
:[
3
,
4
,
10
,
18
,
25
],
addit
:[
4
,
5
],
addtolay
:
4
,
affect
:[
4
,
18
],
after
:[
4
,
5
,
10
,
11
,
18
],
age
:
10
,
agg_level
:
4
,
alex
:
18
,
algorithm
:[
4
,
6
,
18
],
alia
:[
1
,
2
,
4
,
16
,
18
,
20
,
23
],
alias
:
18
,
align
:[
4
,
5
,
9
],
all
:[
2
,
3
,
4
,
17
,
18
,
19
,
25
],
alloc
:
2
,
almost
:
18
,
along
:[
4
,
11
,
18
,
19
],
alpha
:
18
,
alreadi
:[
18
,
22
],
also
:[
4
,
5
,
10
,
18
,
21
],
although
:
22
,
alwai
:[
4
,
5
,
18
,
25
],
among
:
18
,
amount
:
18
,
ani
:[
4
,
5
,
9
,
18
,
21
],
anoth
:[
4
,
9
,
18
,
25
],
anthor
:
18
,
anyth
:
9
,
apart
:
18
,
api
:[
10
,
25
],
append
:[
18
,
25
],
append_batch_s
:
18
,
append_gradient_machin
:
25
,
appli
:[
4
,
18
,
23
],
applic
:
22
,
approach
:
4
,
approxim
:
18
,
arbitrari
:
4
,
archiv
:[
10
,
18
],
arg
:[
3
,
5
,
15
,
22
],
arg_nam
:
4
,
argmax
:
18
,
argument
:[
4
,
9
,
11
,
18
,
22
],
around
:
4
,
arrai
:[
2
,
4
,
9
,
11
,
18
,
25
],
arrang
:
18
,
arrari
:
18
,
articl
:[
10
,
18
],
arxiv
:[
5
,
18
],
as_row_vector
:
4
,
assign
:[
3
,
4
,
19
],
assum
:[
3
,
4
,
18
],
att_seq
:
5
,
attach
:
5
,
attend
:
5
,
attended_sequ
:
5
,
attenion
:
5
,
attent
:[
4
,
5
,
19
],
attr1
:
4
,
attr2
:
4
,
attr
:[
2
,
4
,
5
,
18
],
attribut
:[
4
,
5
,
18
,
24
],
author
:
10
,
automat
:[
4
,
18
],
avail
:
10
,
ave
:
22
,
averag
:[
3
,
4
,
7
,
14
,
18
,
22
,
25
],
avg_x
:
18
,
avgpool
:
4
,
avoid
:
18
,
axi
:[
4
,
18
],
axis
:
4
,
back
:[
4
,
18
,
25
],
background
:[
3
,
4
],
background_id
:[
3
,
4
],
backward
:[
1
,
4
,
5
,
18
,
23
],
baidu
:
18
,
base
:[
3
,
4
,
7
,
9
,
10
,
18
],
baseactiv
:
5
,
baseev
:
25
,
basenam
:
3
,
basepoolingtyp
:[
4
,
5
],
basestr
:[
2
,
3
,
4
,
5
,
7
,
25
],
basic
:[
4
,
25
],
batch
:[
4
,
5
,
9
,
11
,
14
,
18
,
19
,
25
],
batch_id
:
25
,
batch_images_from_tar
:
11
,
batch_norm_lay
:
5
,
batch_norm_typ
:
4
,
batch_ref
:
18
,
batch_siz
:[
9
,
18
],
batchnorm
:
18
,
batchsiz
:
4
,
bbox
:
3
,
bcd
:
4
,
bcebo
:
10
,
beam
:[
4
,
18
],
beam_gen
:
4
,
beam_search
:
25
,
beam_siz
:[
4
,
18
],
becaus
:[
3
,
4
,
10
],
becom
:
18
,
been
:[
4
,
5
,
18
],
befor
:[
4
,
5
,
18
],
begin
:[
3
,
4
,
18
,
22
],
begin_norm_axi
:
18
,
beginiter
:
25
,
beginpass
:
25
,
behavior
:
18
,
being
:
18
,
belong
:[
3
,
4
],
below
:
18
,
benefit
:
5
,
besid
:[
4
,
10
,
21
],
beta1
:
6
,
beta2
:
6
,
beta
:
18
,
better
:
5
,
between
:[
3
,
4
,
11
,
18
,
25
],
bgr
:
11
,
bi_gru
:
5
,
bi_lstm
:
5
,
bia
:[
4
,
5
,
18
],
bias
:[
4
,
18
],
bias_attr
:[
4
,
5
,
18
],
bias_initi
:
18
,
bias_param_attr
:
5
,
bidirect
:[
4
,
5
],
bigger
:
18
,
bilinear
:
4
,
bilinear_interpol
:
4
,
binari
:[
3
,
4
,
9
,
18
],
bioinf
:
18
,
blank
:[
4
,
18
],
blob
:
10
,
block
:[
4
,
18
],
block_i
:[
4
,
18
],
block_x
:[
4
,
18
],
blockdesc
:
23
,
bn_bias_attr
:
5
,
bn_layer_attr
:
5
,
bn_param_attr
:
5
,
book
:
10
,
booktitl
:
10
,
bool
:[
2
,
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
17
,
18
,
25
],
boot
:[
4
,
18
],
boot_bia
:
4
,
boot_bias_active_typ
:
4
,
boot_with_const_id
:
4
,
bos_id
:
4
,
both
:[
1
,
2
,
4
,
5
,
11
,
18
,
22
],
bottom
:
25
,
bound
:[
4
,
18
],
boundri
:
3
,
box
:
4
,
branch
:[
4
,
18
],
broadcast
:
18
,
buf_siz
:
9
,
buffer
:
9
,
buffer_s
:
9
,
bufsiz
:
9
,
build
:[
4
,
10
,
17
],
build_dict
:
10
,
cacul
:
5
,
calcul
:[
3
,
4
,
5
,
18
],
call
:[
3
,
4
,
5
,
9
,
18
,
22
,
25
],
callabl
:[
2
,
4
,
9
,
10
,
17
],
can
:[
2
,
3
,
4
,
5
,
9
,
10
,
11
,
17
,
18
,
19
,
21
,
22
,
25
],
candid
:[
4
,
18
],
candidate_activ
:
18
,
captur
:
4
,
care
:
5
,
caret
:
25
,
carri
:
18
,
cat
:[
9
,
11
],
categori
:[
4
,
10
],
categorig
:
10
,
cde
:
4
,
cdn
:
10
,
ceil
:
4
,
ceil_mod
:
4
,
cell
:[
4
,
5
,
18
],
cell_activ
:
18
,
cell_t_prev
:
18
,
cell_valu
:
18
,
center
:
11
,
center_crop
:
11
,
ceph
:
9
,
certain
:
18
,
chain
:
9
,
challeng
:
4
,
chang
:[
4
,
10
],
channel
:[
4
,
5
,
11
,
18
],
channel_shar
:
4
,
check
:
9
,
check_align
:
9
,
choic
:
18
,
choos
:
18
,
chosen
:
18
,
chunk
:
18
,
chunk_ev
:
14
,
chunk_schem
:[
3
,
14
,
18
],
chunktyp
:
3
,
chw
:
11
,
cite
:
10
,
clarifi
:[
3
,
18
],
classdim
:
18
,
classic
:
4
,
classif
:[
4
,
18
],
classifi
:
4
,
classification_error_evalu
:
3
,
classification_evalu
:
3
,
clear
:[
3
,
22
],
client
:
18
,
clip
:[
2
,
5
],
clipbynorm
:
18
,
clock
:
4
,
clone
:
4
,
cloud_read
:
9
,
cluster
:[
9
,
25
],
cmu
:
18
,
cnn
:[
4
,
18
],
code
:[
4
,
9
],
coeff
:
4
,
collect
:[
4
,
10
,
25
],
color
:
11
,
colour
:
10
,
column
:[
3
,
4
,
18
],
column_evalu
:
3
,
com
:[
4
,
5
,
10
,
18
],
combin
:[
3
,
4
,
5
,
9
,
25
],
comma
:[
18
,
22
,
25
],
command
:[
9
,
22
],
comment
:
18
,
common
:
11
,
compat
:
19
,
compil
:
4
,
complet
:[
4
,
5
,
10
,
18
,
25
],
complex
:[
5
,
18
],
complic
:
4
,
compos
:[
9
,
19
],
composenotalign
:
9
,
comput
:[
4
,
5
,
14
,
18
,
19
,
22
],
computation
:
4
,
concaten
:[
4
,
5
,
18
],
concept
:
3
,
conckerneltrac
:
22
,
cond
:
18
,
condit
:[
4
,
18
],
conf
:
4
,
confid
:
4
,
confidence_threshold
:
4
,
config
:[
2
,
4
,
22
],
config_bas
:[
3
,
4
,
25
],
configur
:[
0
,
4
,
18
,
25
],
confus
:
11
,
conll
:
10
,
connect
:[
5
,
18
],
connectionist
:[
4
,
18
],
consequ
:[
4
,
5
],
consid
:[
3
,
4
],
consider
:[
4
,
5
],
consist
:[
3
,
4
,
10
,
11
,
18
],
constant
:[
4
,
18
],
constantiniti
:[
16
,
18
],
construct
:[
3
,
18
],
constructor
:
18
,
contain
:[
3
,
4
,
5
,
7
,
9
,
10
,
11
,
18
,
25
],
content
:
18
,
context
:[
4
,
5
,
10
,
18
,
19
],
context_attr
:
5
,
context_len
:[
4
,
5
],
context_proj_layer_nam
:
5
,
context_proj_param_attr
:
5
,
context_project
:
5
,
context_start
:[
4
,
5
],
continu
:
3
,
contrast
:[
4
,
18
],
control
:
2
,
conv
:[
5
,
18
],
conv_act
:
5
,
conv_batchnorm_drop_r
:
5
,
conv_bias_attr
:
5
,
conv_filter_s
:
5
,
conv_layer_attr
:
5
,
conv_num_filt
:
5
,
conv_op
:
4
,
conv_pad
:
5
,
conv_param_attr
:
5
,
conv_strid
:
5
,
conv_with_batchnorm
:
5
,
convent
:
18
,
convert
:[
10
,
18
],
convlay
:
4
,
convlution2d
:
18
,
convolut
:[
4
,
5
,
9
,
18
,
19
],
convolution2d
:
18
,
convoper
:
4
,
convproject
:
4
,
convtranslay
:
4
,
convtransproject
:
4
,
copi
:[
18
,
25
],
core
:[
2
,
18
],
corespond
:
18
,
corpu
:
10
,
correct
:[
4
,
18
],
correctli
:[
3
,
9
],
correspend
:
18
,
correspond
:[
4
,
17
,
18
,
19
],
cos
:
4
,
cosin
:[
4
,
18
],
cost
:[
18
,
25
],
cost_id
:
4
,
could
:[
4
,
9
,
25
],
count
:[
3
,
18
],
counter
:[
14
,
22
],
cours
:
3
,
covari
:
4
,
cpu
:[
2
,
4
,
18
,
22
],
cpuplac
:
22
,
creat
:[
2
,
9
,
10
,
18
,
23
,
25
],
creator
:[
9
,
10
],
crop
:
11
,
crop_siz
:
11
,
crope
:
11
,
cross
:[
4
,
18
],
cross_entropi
:
4
,
cross_entropy_with_selfnorm
:
4
,
csv
:
22
,
ctc
:[
3
,
18
],
ctc_evalu
:
3
,
cuda
:
22
,
cudaplac
:
22
,
cudnn
:[
4
,
7
,
18
],
cudnn_batch_norm
:
4
,
cudnn_conv
:
4
,
cudnn_convt
:
4
,
cudnnavginclpadpool
:
4
,
cudnnavgpool
:
4
,
cumul
:
4
,
current
:[
4
,
18
],
custom_neg_class
:
18
,
cut
:
9
,
cut_lin
:
9
,
cutoff
:
10
,
cv2
:
11
,
cyclic
:
4
,
data
:[
0
,
3
,
10
,
11
,
17
,
25
],
data_feed
:
12
,
data_fil
:
11
,
data_layout
:
18
,
data_read
:
9
,
data_typ
:[
9
,
10
],
databas
:
10
,
datadim
:
4
,
datasci
:
4
,
dataset
:[
0
,
18
],
dataset_nam
:
11
,
datatyp
:
10
,
dcs
:
10
,
decai
:[
6
,
23
],
decar
:
9
,
decayedadagradoptim
:
20
,
declar
:
18
,
decod
:[
4
,
5
,
18
],
decoder_prev
:
5
,
decoder_st
:
5
,
deconv
:
4
,
deconvolut
:
4
,
decor
:
9
,
deep
:[
4
,
18
],
def
:[
4
,
9
],
defalut
:[
18
,
22
],
default_initi
:
18
,
default_main_program
:
17
,
defin
:[
4
,
5
,
9
,
25
],
degener
:
18
,
degre
:
4
,
delet
:
18
,
delimit
:
3
,
delta
:
4
,
delv
:
4
,
demo
:[
4
,
10
],
denot
:
18
,
dens
:[
4
,
9
],
dense_arrai
:
9
,
dense_vector
:
9
,
dense_vector_sequ
:
9
,
depend
:
18
,
deploi
:
4
,
deprec
:
4
,
deriv
:
1
,
descend
:
18
,
descent
:
4
,
describ
:
17
,
descript
:[
3
,
10
],
deseri
:
25
,
design
:[
4
,
9
,
18
],
desir
:
9
,
destin
:
18
,
det_output
:
3
,
detail
:[
2
,
3
,
4
,
5
,
6
,
10
,
18
],
detect
:
18
,
detection_evalu
:
3
,
detection_output
:
3
,
determin
:[
4
,
9
,
18
],
deviat
:
2
,
devic
:
2
,
device_count
:
18
,
device_typ
:
18
,
devid
:
4
,
diagon
:
18
,
dic
:
11
,
dict
:[
3
,
10
,
25
],
dict_fil
:
3
,
dict_siz
:[
10
,
18
],
dictionari
:[
3
,
4
,
10
,
18
,
25
],
differ
:[
3
,
4
,
18
,
22
,
25
],
difficult
:
3
,
digit
:
4
,
dilat
:[
4
,
18
],
dilation_h
:
18
,
dilation_i
:
4
,
dilation_w
:
18
,
dim
:[
4
,
9
,
18
,
19
,
21
],
dimens
:[
1
,
4
,
5
,
7
,
9
,
18
,
19
,
21
],
dimension
:[
4
,
18
],
dimes
:
4
,
direct
:[
4
,
5
,
11
,
18
],
directli
:
5
,
directori
:[
4
,
17
],
dirnam
:
17
,
disabl
:
18
,
discard
:
9
,
discount
:
4
,
discret
:
4
,
dispens
:
18
,
displac
:
18
,
dissimilar
:
18
,
distanc
:[
3
,
4
,
18
],
distribut
:[
4
,
18
],
div
:
18
,
divid
:[
4
,
6
,
18
],
divis
:
18
,
divisor
:
18
,
doc
:
9
,
document
:[
4
,
5
,
18
],
doe
:[
5
,
18
],
doesn
:[
2
,
4
,
9
],
don
:
5
,
done
:[
3
,
4
,
5
],
dot
:[
4
,
5
,
19
],
dotmuloper
:
4
,
dotmulproject
:
4
,
doubl
:
18
,
download
:
10
,
drop
:[
4
,
5
,
18
,
19
],
drop_rat
:
2
,
drope
:
18
,
dropout
:[
2
,
5
,
19
],
dropout_prob
:
18
,
dropout_r
:[
4
,
18
,
19
],
dtype
:
18
,
dummi
:
25
,
duplic
:
18
,
dure
:[
4
,
5
,
17
,
18
],
dynam
:
18
,
dyogatam
:
18
,
each
:[
3
,
4
,
5
,
7
,
9
,
10
,
18
,
19
,
25
],
each_feature_vector
:
1
,
each_time_step_output
:
1
,
eas
:
9
,
edg
:
11
,
edit
:[
3
,
18
],
editdist
:
18
,
edu
:[
10
,
18
],
effect
:[
4
,
18
,
25
],
effici
:
4
,
efg
:
4
,
either
:[
4
,
5
,
9
,
18
,
25
],
elem_dim
:
4
,
elememt
:
4
,
element
:[
3
,
4
,
5
,
9
,
11
,
18
,
25
],
elementwis
:[
18
,
19
],
elliott
:
10
,
embedding_nam
:
4
,
embedding_s
:
4
,
empir
:[
4
,
18
],
empti
:[
3
,
9
,
18
],
enabl
:[
2
,
4
,
18
],
enableonstart
:
22
,
enc_proj
:
5
,
enc_seq
:
5
,
encod
:
5
,
encoded_proj
:
5
,
encoded_sequ
:
5
,
encoder_last
:
4
,
encount
:
18
,
end
:[
3
,
4
,
10
,
18
,
22
,
25
],
end_id
:
18
,
end_po
:
4
,
endforwardbackward
:
25
,
enditer
:
25
,
endpass
:
25
,
endpoint
:[
9
,
18
],
english
:[
4
,
10
],
ensembl
:
5
,
entir
:[
4
,
5
,
10
],
entiti
:
3
,
entri
:[
9
,
18
],
entropi
:[
4
,
18
],
enumer
:
1
,
eos_id
:
4
,
epsilon
:[
4
,
6
,
18
],
equal
:[
4
,
5
,
18
,
19
],
equat
:[
3
,
4
,
5
,
6
,
18
],
error
:[
2
,
3
,
4
,
5
,
18
],
error_clipping_threshold
:
2
,
espeaci
:
18
,
especi
:[
4
,
5
,
17
],
essenti
:
4
,
estim
:[
4
,
18
],
etal
:[
10
,
18
],
etc
:[
3
,
9
,
18
],
etcd
:[
9
,
25
],
etcd_endpoint
:
9
,
euclidean
:
4
,
eval
:
3
,
evalu
:[
4
,
12
,
18
,
24
,
25
],
evaluate_difficult
:
3
,
event
:
22
,
event_handl
:
25
,
everi
:[
3
,
4
,
5
,
9
,
18
],
exactli
:[
4
,
5
],
exampl
:[
3
,
4
,
5
,
9
,
10
,
11
,
18
,
19
,
25
],
example_read
:
9
,
exceed
:
4
,
except
:[
4
,
10
,
21
,
23
],
exclud
:
4
,
exclude_mod
:
4
,
exclude_param
:
25
,
excluded_chunk_typ
:[
3
,
14
,
18
],
exclus
:
18
,
exconv
:
4
,
exconvt
:
4
,
exdb
:
10
,
execut
:[
4
,
18
,
22
],
executor
:[
12
,
17
],
exist
:
18
,
expand
:
18
,
expand_a
:
4
,
expand_level
:
4
,
expandconvlay
:
4
,
expans
:
4
,
expect
:
4
,
explain
:[
3
,
18
],
explan
:[
4
,
18
],
explor
:
4
,
expon
:
4
,
exponenti
:[
1
,
18
],
extend
:
3
,
extra
:[
2
,
4
,
5
,
21
],
extra_lay
:
25
,
extraattr
:
2
,
extraattribut
:
4
,
extraattributenon
:
4
,
extract
:[
3
,
4
,
18
],
extralayerattribut
:[
2
,
5
],
extralayeroutput
:
5
,
extrem
:
4
,
fact
:
18
,
factor
:[
2
,
4
,
6
,
18
],
factor_s
:
4
,
fals
:[
2
,
3
,
4
,
5
,
6
,
9
,
10
,
18
],
fan_in
:
18
,
fast
:
4
,
faster
:[
4
,
5
,
18
],
fault
:
25
,
fc_act
:
5
,
fc_attr
:
5
,
fc_bias_attr
:
5
,
fc_layer_nam
:
5
,
fc_mat
:
25
,
fc_out
:
18
,
fc_param_attr
:
5
,
featur
:[
1
,
4
,
9
,
10
,
18
],
feed
:[
5
,
17
,
25
],
feed_list
:
13
,
feed_target_nam
:
17
,
feeded_var_nam
:
17
,
feeder
:
9
,
fetch
:
10
,
fetch_target
:
17
,
fewer
:[
4
,
18
],
fg0
:
4
,
field1
:
25
,
field2
:
25
,
field
:[
4
,
10
,
21
,
25
],
file
:[
3
,
4
,
9
,
10
,
11
,
17
,
22
,
25
],
file_typ
:
9
,
filenam
:
11
,
fill
:
4
,
filter
:[
4
,
5
,
17
,
18
],
filter_s
:[
4
,
5
,
18
,
19
],
filter_size_h
:
18
,
filter_size_i
:
4
,
filter_size_w
:
18
,
filter_strid
:
18
,
find
:[
4
,
18
],
fine
:
2
,
finish
:
18
,
first
:[
4
,
18
,
22
,
25
],
first_n
:
18
,
firstli
:[
3
,
4
],
firstn
:
9
,
fit
:[
10
,
17
],
fix
:[
2
,
4
,
18
],
flag
:[
4
,
10
,
18
,
22
],
flatten
:
18
,
flexibl
:[
4
,
5
,
22
],
flip
:
11
,
float32
:[
9
,
18
],
float64
:
18
,
float_16
:
18
,
floor
:
4
,
flow
:
18
,
fluid
:[
0
,
13
,
14
,
15
,
16
,
17
,
18
,
19
,
20
,
21
,
22
,
23
],
follew
:
18
,
follow
:[
3
,
4
,
5
,
6
,
9
,
10
,
11
,
18
,
19
,
25
],
forc
:
18
,
force_cpu
:
18
,
forget
:[
6
,
18
],
forget_bia
:
18
,
fork
:
4
,
form
:[
4
,
5
,
18
],
format
:[
3
,
9
,
10
,
11
,
18
,
22
,
25
],
formul
:
18
,
formula
:[
4
,
5
,
6
,
18
],
formular
:
4
,
forward
:[
1
,
4
,
5
,
18
],
forward_proj
:
18
,
forwardbackward
:
25
,
four
:[
3
,
18
],
fourth
:
18
,
frac
:
18
,
frame
:
3
,
frank
:
10
,
free
:
10
,
frequenc
:
10
,
from
:[
3
,
4
,
5
,
9
,
10
,
11
,
14
,
17
,
18
,
22
,
25
],
from_no_sequ
:
4
,
from_sequ
:
4
,
from_tar
:
25
,
fuction
:
22
,
full
:[
4
,
18
],
full_matrix_project
:
5
,
fulli
:
18
,
fullmatrixproject
:
4
,
fully_matrix_project
:
5
,
func
:
9
,
funciton
:[
5
,
18
],
further
:
4
,
furthermor
:
18
,
futur
:[
4
,
18
],
future_context_s
:
18
,
gain
:[
4
,
18
],
gate
:[
4
,
5
,
18
,
19
],
gate_act
:[
4
,
5
],
gate_activ
:
18
,
gate_attr
:
4
,
gate_bias_attr
:
4
,
gate_param_attr
:
4
,
gate_recurr
:
4
,
gate_v
:
18
,
gather
:[
4
,
18
],
gauss
:
2
,
gen
:
4
,
gender
:
10
,
gener
:[
3
,
4
,
5
,
9
,
25
],
generated_word_embed
:
4
,
generatedinput
:
4
,
gereat
:
3
,
german
:
10
,
germani
:
10
,
get
:[
3
,
4
,
10
,
17
,
18
,
25
],
get_dict
:
10
,
get_embed
:
10
,
get_grad
:
25
,
get_lin
:
9
,
get_movie_title_dict
:
10
,
get_shap
:
25
,
get_var
:
18
,
get_word_dict
:
10
,
getlayeroutput
:
25
,
gist
:
5
,
github
:[
5
,
10
,
18
],
give
:
18
,
given
:[
4
,
9
,
18
,
19
,
25
],
global
:[
2
,
18
,
23
],
global_learning_r
:
2
,
global_pool
:
18
,
global_step
:
18
,
goe
:
5
,
googl
:
18
,
gpu
:[
2
,
4
,
7
,
22
],
gpustarttimestamp
:
22
,
gradient
:[
2
,
3
,
4
,
6
,
18
,
23
,
25
],
gradient_clip
:
21
,
gradient_clipping_threshold
:
2
,
gradient_evalu
:
3
,
gradient_machin
:
25
,
gradientmachin
:
25
,
grai
:
11
,
grandient
:
25
,
graph
:[
4
,
18
,
25
],
greater
:[
4
,
18
],
greedi
:
18
,
gridsize3d
:
22
,
ground
:[
3
,
4
,
18
],
group
:[
5
,
18
],
grouplen
:
10
,
gru
:[
4
,
18
],
gru_bias_attr
:
5
,
gru_layer_attr
:
5
,
gru_memori
:
5
,
gru_param_attr
:
5
,
gru_step_lay
:
5
,
grumemori
:
5
,
gserver
:
4
,
guid
:
22
,
gutmann10a
:
18
,
h_0
:
18
,
h_f
:
18
,
half
:[
4
,
18
,
19
],
handl
:
9
,
handler
:
25
,
happen
:
18
,
hardshrink
:
18
,
hardsigmoid
:
18
,
has
:[
3
,
4
,
5
,
10
,
18
,
19
,
22
],
has_kei
:
25
,
has_selected_colum
:
4
,
have
:[
4
,
5
,
9
,
18
,
19
,
22
],
hdf
:
9
,
head
:
19
,
height
:[
4
,
9
,
11
,
18
],
help
:[
4
,
18
],
helper
:
18
,
here
:[
2
,
3
,
4
,
5
,
9
,
18
,
19
,
21
],
heurist
:
4
,
hidden
:[
4
,
5
,
18
],
hidden_dim
:
18
,
hidden_s
:
5
,
hidden_t_prev
:
18
,
hidden_v
:
18
,
hidden_valu
:
18
,
hierarch
:
4
,
high
:
2
,
highest
:
9
,
highli
:
10
,
histori
:
6
,
hook
:
2
,
hookattr
:
2
,
hookattribut
:
2
,
horizont
:[
4
,
11
],
hot
:
18
,
hous
:
10
,
how
:[
2
,
4
,
18
],
howev
:[
4
,
5
,
18
],
html
:
10
,
http
:[
4
,
5
,
10
,
18
],
huber
:
4
,
human
:
4
,
hwc
:
11
,
hyp
:
18
,
hyper
:
4
,
hyperparamet
:
4
,
hyperplan
:
9
,
hypothesi
:
18
,
iclrworkshop2016
:
18
,
ics
:
10
,
id_input
:
3
,
ident
:[
4
,
18
],
identifi
:
4
,
identityoffsetproject
:
4
,
identityproject
:
4
,
ids
:[
3
,
4
,
18
],
ignor
:[
4
,
17
,
18
],
ignored_token
:
18
,
illustr
:[
3
,
18
],
im2col
:
18
,
imag
:[
7
,
8
,
9
,
10
,
18
],
image_h
:
18
,
image_w
:
18
,
imagenet
:
4
,
imageri
:
4
,
img2label
:
11
,
img
:[
4
,
5
],
img_conv_lay
:
5
,
img_pool_lay
:
5
,
implement
:[
4
,
5
,
9
,
18
,
19
,
23
],
improv
:
4
,
in_fals
:
18
,
in_plac
:
18
,
in_tru
:
18
,
includ
:[
3
,
4
,
5
,
10
,
11
,
18
],
inclus
:
18
,
incorpor
:
4
,
incorrect
:
4
,
inde
:
9
,
independ
:[
4
,
18
],
index
:[
3
,
4
,
7
,
9
,
10
,
18
,
25
],
indexslot
:
4
,
indiact
:
18
,
indic
:[
3
,
4
,
10
,
18
,
21
],
infer
:[
0
,
11
,
17
,
18
],
info
:[
3
,
4
,
10
],
infom
:
4
,
inform
:[
4
,
10
,
18
,
25
],
inherit
:
22
,
init
:[
2
,
18
,
25
],
init_batch_dim_idx
:
18
,
init_from_tar
:
25
,
init_valu
:
18
,
initi
:[
2
,
4
,
5
,
10
,
12
,
18
,
21
,
25
],
initial_max
:
2
,
initial_mean
:[
2
,
4
],
initial_min
:
2
,
initial_std
:[
2
,
4
],
inlcud
:
5
,
inner
:
4
,
inner_param_attr
:
5
,
inproj_attr
:
4
,
inproj_bias_attr
:
4
,
inproj_param_attr
:
4
,
input1
:[
4
,
5
],
input2
:
4
,
input
:[
1
,
3
,
4
,
5
,
7
,
9
,
11
,
14
,
17
,
18
,
19
,
25
],
input_conf
:
4
,
input_dim_idx
:
18
,
input_dtyp
:
18
,
input_featur
:
1
,
input_id
:
4
,
input_imag
:
5
,
input_loc
:
4
,
input_proj_bias_attr
:
5
,
input_proj_layer_attr
:
5
,
input_seq
:[
4
,
18
],
inputtyp
:
9
,
insert
:
18
,
insid
:[
3
,
5
],
instal
:[
4
,
18
],
instanc
:[
4
,
18
],
instead
:[
4
,
5
,
7
],
int32
:
18
,
int64
:
18
,
integ
:[
3
,
4
,
9
,
18
],
integer_valu
:
9
,
integer_value_sequ
:
9
,
integr
:[
3
,
18
],
inter
:[
4
,
18
],
interact
:
4
,
intercept
:
4
,
interfac
:[
0
,
2
,
4
,
5
,
22
,
25
],
intergr
:
4
,
intermedi
:
18
,
intern
:[
4
,
5
,
25
],
interpret
:[
3
,
18
],
interv
:
18
,
introduc
:[
4
,
11
],
invok
:[
4
,
25
],
iob
:
3
,
ioe
:
3
,
ipt
:
4
,
is_bia
:
18
,
is_color
:
11
,
is_loc
:
25
,
is_revers
:
18
,
is_scalar_condit
:
18
,
is_seq
:
4
,
is_spars
:
18
,
is_stat
:
2
,
is_test
:
18
,
is_train
:
11
,
issu
:
18
,
issuecom
:
18
,
item
:[
4
,
9
,
18
,
25
],
iter
:[
4
,
5
,
6
,
9
,
25
],
its
:[
4
,
5
,
18
,
25
],
jku
:
18
,
jmlr
:
18
,
job
:
10
,
job_id
:
10
,
jointli
:
5
,
jpg
:
11
,
jth
:
5
,
judg
:
4
,
just
:[
1
,
3
,
4
,
5
,
10
,
18
],
keep
:[
4
,
9
,
11
,
18
],
keep_dim
:
18
,
keep_top_k
:
4
,
kei
:[
10
,
11
,
19
,
22
,
25
],
kept
:
4
,
kernel
:[
4
,
18
,
22
],
keyword
:
18
,
kitten
:
18
,
know
:
18
,
kriz
:
10
,
krizhevski
:
18
,
ksimonyan
:
5
,
kvp
:
22
,
kwarg
:[
5
,
6
,
9
,
14
,
18
,
21
],
kwd
:[
15
,
22
],
l1_rate
:
2
,
l1decayregular
:
23
,
l2_rate
:
2
,
l2_sim
:
4
,
l2decayregular
:
23
,
label
:[
3
,
4
,
9
,
10
,
11
,
14
,
18
,
25
],
label_dim
:
4
,
lambda
:
18
,
lambdacost
:
4
,
lambdarank
:
4
,
lang
:
10
,
languag
:[
4
,
10
,
19
],
larg
:[
7
,
10
,
18
],
larger
:[
2
,
3
,
4
],
largest
:
18
,
last
:[
3
,
4
,
5
,
18
],
last_time_step_output
:
4
,
latenc
:
4
,
latent
:
4
,
latest
:
4
,
layer1
:[
4
,
5
],
layer2
:
4
,
layer3
:
4
,
layer
:[
2
,
3
,
5
,
7
,
9
,
12
,
24
,
25
],
layer_attr
:
4
,
layer_typ
:
4
,
layerhelp
:
18
,
layeroutout
:
4
,
layeroutput
:
5
,
layout
:
11
,
lbl
:
3
,
leakyrelu
:
18
,
learn
:[
2
,
3
,
4
,
5
,
6
,
10
,
18
,
19
],
learnabl
:[
4
,
18
,
19
,
25
],
learning_r
:[
2
,
21
],
least
:[
3
,
18
],
lecun
:
10
,
left
:[
4
,
18
],
left_right_flip
:
11
,
len
:[
4
,
18
],
length
:[
4
,
5
,
9
,
10
,
11
,
18
],
less
:[
4
,
18
],
lesser
:
18
,
let
:[
3
,
4
,
18
],
level
:[
2
,
4
,
18
],
levenshtein
:
18
,
librari
:[
4
,
18
],
like
:[
3
,
4
,
9
,
10
,
18
],
limit
:[
4
,
9
,
18
],
line
:[
3
,
9
,
22
],
line_break
:
9
,
linear
:[
4
,
18
,
19
],
linearli
:
18
,
link
:[
4
,
5
,
18
],
linux
:
9
,
list
:[
3
,
4
,
5
,
9
,
11
,
18
,
22
,
23
,
25
],
listen_and_serv
:
18
,
load
:[
11
,
17
],
load_and_transform
:
11
,
load_file_nam
:
17
,
load_imag
:
11
,
load_image_byt
:
11
,
loc
:
3
,
local
:[
2
,
18
,
25
],
locat
:[
4
,
18
,
25
],
lod
:
18
,
lod_level
:
18
,
lod_rank_table_obj
:
18
,
lod_tensor
:
18
,
lod_tensor_aarri
:
18
,
lod_tensor_arrai
:
18
,
lodrankt
:
18
,
lodtensor
:[
18
,
19
],
lodtensorarrai
:
18
,
logarithm
:[
1
,
18
],
logist
:
18
,
logit
:
18
,
look
:[
3
,
18
],
lookahead
:[
4
,
18
],
lookup
:
18
,
loss
:[
4
,
18
],
low
:
4
,
lower
:[
4
,
18
],
lstm
:[
4
,
18
],
lstm_bias_attr
:
5
,
lstm_cell_attr
:
5
,
lstm_group
:
5
,
lstm_layer_attr
:
5
,
lstm_step
:
5
,
lstm_unit_op
:
18
,
lstmemori
:
5
,
lstmemory_group
:
4
,
lstmp
:
18
,
ltr
:
4
,
machin
:[
4
,
5
,
10
,
25
],
made
:
10
,
mai
:[
4
,
5
,
18
,
22
],
main
:
18
,
main_program
:[
17
,
18
],
maintain
:
4
,
make
:[
3
,
4
,
18
],
manag
:
25
,
mandarin
:
4
,
mani
:[
5
,
11
],
manner
:
4
,
map
:[
3
,
4
,
9
,
19
,
25
],
map_read
:
9
,
mapper
:
9
,
margin
:
18
,
mark
:
10
,
mask
:[
2
,
4
,
18
],
master
:
10
,
mat_param_attr
:
5
,
match
:
18
,
math
:[
5
,
18
],
matirx
:
4
,
matric
:
18
,
matrix
:[
3
,
4
,
5
,
9
,
18
,
19
,
25
],
max
:[
2
,
4
,
9
,
10
,
18
,
19
,
22
],
max_id
:[
4
,
25
],
max_job_id
:
10
,
max_length
:
4
,
max_movie_id
:
10
,
max_norm
:
18
,
max_seq_len
:
18
,
max_sort_s
:
4
,
max_user_id
:
10
,
max_x
:
18
,
maxframe_evalu
:
3
,
maxid
:
3
,
maxid_evalu
:
3
,
maxim
:
4
,
maximum
:[
3
,
4
,
10
,
18
,
22
],
maxinum
:
7
,
maxpool
:
4
,
mchw
:
18
,
md5
:
10
,
mean
:[
2
,
3
,
4
,
5
,
6
,
7
,
9
,
11
,
22
,
25
],
mean_op
:
18
,
mean_var_nam
:
4
,
measur
:
18
,
mechan
:[
4
,
5
,
19
],
mem
:[
4
,
18
],
member
:[
4
,
10
],
memor
:
4
,
memori
:[
5
,
18
],
memory_boot
:
5
,
memory_nam
:
4
,
mention
:
18
,
mere
:
5
,
merg
:[
4
,
18
],
messag
:
18
,
method
:[
4
,
6
,
25
],
might
:
4
,
million
:
10
,
min
:[
2
,
4
,
18
,
22
],
min_word_freq
:
10
,
mini
:[
4
,
9
,
14
,
18
,
25
],
minibatch
:[
4
,
18
],
minimum
:[
4
,
18
,
22
],
mismatch
:
18
,
mix
:
5
,
mixed_lay
:
5
,
mixed_layer_attr
:
5
,
mixedlayertyp
:
4
,
mkldnn
:
4
,
mkldnn_batch_norm
:
4
,
mmt16_task1_test
:
10
,
mode
:[
4
,
22
,
25
],
model
:[
0
,
4
,
5
,
10
,
17
,
18
,
19
,
25
],
modifi
:[
4
,
23
],
modul
:[
5
,
10
,
25
],
modulo
:
4
,
moment
:
18
,
momentum
:[
2
,
18
],
momentumoptim
:
20
,
mono
:
4
,
more
:[
3
,
4
,
5
,
9
,
10
,
18
,
22
],
mose
:
10
,
mosesdecod
:
10
,
most
:[
4
,
9
,
25
],
move
:
4
,
movi
:
10
,
movie_categori
:
10
,
movie_info
:
10
,
movie_review
:
10
,
movieinfo
:
10
,
moving_average_fract
:
4
,
moving_mean_nam
:
18
,
moving_variance_nam
:
18
,
much
:[
4
,
18
],
mul_op
:
18
,
mul_ratio
:
4
,
multi30k
:
10
,
multi
:[
4
,
19
],
multi_binary_label_cross_entropi
:
4
,
multidimension
:
18
,
multilingu
:
10
,
multimod
:
10
,
multinomi
:
4
,
multip
:
19
,
multipl
:[
3
,
4
,
5
,
9
,
14
,
18
,
19
,
25
],
multipli
:[
3
,
4
,
18
],
multiprocess
:
9
,
must
:[
1
,
3
,
4
,
5
,
9
,
11
,
18
],
mutual
:
18
,
myfil
:
9
,
name
:[
2
,
3
,
4
,
5
,
7
,
11
,
17
,
18
,
21
,
22
,
25
],
nativ
:[
4
,
18
],
natur
:
18
,
nchw
:[
4
,
18
],
ndarrai
:[
11
,
18
,
25
],
ndcg
:
4
,
ndcg_num
:
4
,
necessari
:
4
,
need
:[
3
,
4
,
5
,
9
,
17
,
18
,
19
,
23
],
neg
:[
3
,
4
,
18
],
neg_distribut
:
4
,
neg_overlap
:
4
,
neg_pos_ratio
:
4
,
neglect
:
4
,
neither
:
4
,
ner
:
3
,
nest
:[
4
,
9
],
net
:[
4
,
5
,
12
,
18
],
network
:[
2
,
3
,
4
,
9
,
18
,
19
,
24
,
25
],
neural
:[
4
,
5
,
9
,
18
,
25
],
neuron
:
18
,
never
:
9
,
new_dim
:
18
,
next
:[
4
,
10
],
ngram
:
10
,
nine
:
10
,
nlp
:
4
,
nltk
:
10
,
nms_threshold
:
4
,
nms_top_k
:
4
,
no_sequ
:
4
,
node
:
4
,
nois
:[
4
,
18
],
noisi
:
4
,
non
:[
4
,
18
],
none
:[
2
,
3
,
4
,
5
,
6
,
7
,
11
,
13
,
14
,
17
,
18
,
19
,
21
,
22
,
23
,
25
],
nontranspos
:
18
,
norm
:[
5
,
18
],
norm_by_tim
:[
4
,
18
],
normal
:[
4
,
5
,
10
,
18
,
21
],
normaliniti
:
16
,
normalizaiton
:
18
,
normliz
:
18
,
notat
:
4
,
note
:[
2
,
4
,
5
,
7
,
10
,
11
,
18
,
25
],
noth
:[
1
,
25
],
notic
:
4
,
now
:
9
,
np_arrai
:
9
,
num
:[
4
,
5
],
num_channel
:[
4
,
5
],
num_chunk_typ
:[
3
,
14
,
18
],
num_class
:[
4
,
5
,
18
],
num_col_dim
:
18
,
num_filt
:[
4
,
5
,
18
,
19
],
num_flatten_dim
:
18
,
num_head
:
19
,
num_neg_sampl
:[
4
,
18
],
num_or_sect
:
18
,
num_pass
:
25
,
num_per_batch
:
11
,
num_repeat
:
4
,
num_result
:
3
,
num_results_per_sampl
:
4
,
num_total_class
:
18
,
num_true_class
:
18
,
number
:[
3
,
4
,
5
,
9
,
10
,
11
,
14
,
18
,
19
,
22
],
numchunktyp
:
3
,
numer
:
4
,
numofallsampl
:
3
,
numofwrongpredict
:
3
,
numpi
:[
2
,
9
,
11
,
18
,
25
],
numtagtyp
:
3
,
obei
:
3
,
object
:[
2
,
4
,
5
,
9
,
18
,
25
],
observ
:
4
,
obtain
:[
4
,
18
],
occur
:[
10
,
25
],
odd
:
4
,
odoti
:
18
,
offici
:
4
,
offset
:[
4
,
18
],
often
:
4
,
older
:
18
,
omit
:
18
,
onc
:
4
,
one
:[
1
,
3
,
4
,
5
,
7
,
9
,
18
,
22
,
25
],
onli
:[
3
,
4
,
5
,
7
,
11
,
18
,
25
],
onlin
:[
4
,
6
],
onto
:
18
,
open
:[
4
,
11
,
18
],
opencv
:
11
,
oper
:[
4
,
5
,
9
,
11
,
18
,
22
,
23
],
operand
:
18
,
opposit
:
18
,
optim
:[
2
,
12
,
23
,
24
,
25
],
optimizer_mod
:
18
,
option
:[
3
,
4
,
10
,
18
,
22
],
order
:[
4
,
5
,
9
,
11
,
18
,
22
,
25
],
ordereddict
:
25
,
orderli
:
18
,
org
:[
3
,
4
,
5
,
10
,
18
],
organ
:[
3
,
4
],
origin
:[
4
,
5
,
9
,
10
,
17
,
18
],
other
:[
3
,
4
,
5
,
9
,
18
,
22
],
otherchunktyp
:
3
,
otherwis
:[
4
,
9
,
10
,
11
,
18
,
22
,
25
],
our
:
18
,
out
:[
4
,
18
,
25
],
out_fals
:
18
,
out_left
:
4
,
out_memori
:
5
,
out_right
:
4
,
out_size_i
:
4
,
out_size_x
:
4
,
out_tru
:
18
,
outer
:
4
,
outlier
:
4
,
outout_lay
:
25
,
outout_layer1
:
25
,
outout_layer2
:
25
,
output
:[
1
,
2
,
3
,
4
,
5
,
7
,
9
,
14
,
18
,
19
,
22
,
25
],
output_
:
4
,
output_dim_idx
:
18
,
output_dtyp
:
18
,
output_fil
:
22
,
output_height
:
18
,
output_id
:
4
,
output_lay
:
25
,
output_max_index
:
7
,
output_mem
:
4
,
output_mod
:
22
,
output_s
:
18
,
output_width
:
18
,
outputh
:
4
,
outputw
:
4
,
outsid
:[
4
,
5
],
over
:[
4
,
5
,
18
,
25
],
overfit
:
18
,
overflow
:
18
,
overlap
:[
3
,
4
],
overlap_threshold
:[
3
,
4
],
own
:[
4
,
18
],
packag
:[
9
,
10
],
pad
:[
5
,
18
],
pad_c
:
4
,
pad_h
:
4
,
pad_w
:
4
,
padding_attr
:
4
,
padding_down
:
18
,
padding_h
:
18
,
padding_i
:
4
,
padding_idx
:
18
,
padding_left
:
18
,
padding_right
:
18
,
padding_up
:
18
,
padding_w
:
18
,
padding_x
:
4
,
paddl
:[
1
,
2
,
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
13
,
14
,
15
,
16
,
17
,
18
,
19
,
20
,
21
,
22
,
23
,
25
],
paddlepaddl
:[
4
,
5
,
9
,
10
,
11
,
18
,
25
],
page
:
10
,
pair
:[
3
,
18
,
19
,
22
,
23
],
pairwis
:
4
,
paper
:[
4
,
10
,
18
],
parallel
:
18
,
parallel_nn
:
2
,
param
:[
2
,
4
,
5
,
9
,
17
,
18
],
param_attr
:[
4
,
5
,
12
,
18
,
19
],
param_initi
:
18
,
paramattr
:[
2
,
4
,
18
],
paramet
:[
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
17
,
18
,
19
,
22
,
23
,
24
],
parameter_learning_r
:
2
,
parameter_nam
:
25
,
parameterattribut
:[
2
,
4
,
5
],
parameters_and_grad
:
23
,
parametr
:
4
,
pars
:[
9
,
10
],
parser
:
9
,
part
:[
3
,
4
,
18
,
19
],
partial
:[
4
,
25
],
partial_sum
:
4
,
pass
:[
4
,
18
,
25
],
pass_gener
:
4
,
pass_id
:
25
,
patch
:
18
,
path
:[
3
,
9
,
10
,
11
,
17
,
25
],
pattern
:
10
,
pdf
:[
5
,
18
],
peephol
:
18
,
per
:[
3
,
4
,
10
,
11
,
18
],
perform
:[
4
,
5
,
18
],
perl
:
10
,
perm
:
18
,
permut
:
18
,
peroid
:[
4
,
11
],
persist
:[
17
,
18
],
person
:
3
,
phase
:
18
,
phrase
:
18
,
pick
:
18
,
piec
:
5
,
pil
:
11
,
pipe
:
9
,
piperead
:
9
,
pixel
:[
4
,
9
,
10
],
place
:[
13
,
15
,
18
,
22
],
plain
:[
3
,
4
,
9
],
pleas
:[
2
,
4
,
5
,
6
,
10
,
11
,
18
],
plu
:
4
,
point
:
18
,
polar
:
10
,
polici
:
18
,
polit
:
18
,
pool
:[
5
,
18
,
24
],
pool_attr
:
5
,
pool_bias_attr
:
5
,
pool_layer_attr
:
5
,
pool_pad
:[
5
,
18
],
pool_siz
:[
4
,
5
,
18
,
19
],
pool_size_i
:
4
,
pool_strid
:[
5
,
18
,
19
],
pool_typ
:[
4
,
5
,
18
,
19
],
pooled_height
:
4
,
pooled_width
:
4
,
pooling_lay
:
5
,
pooling_typ
:
4
,
poolingtyp
:
7
,
port
:
18
,
posit
:[
3
,
4
,
5
,
18
],
positive_label
:
3
,
pre
:[
4
,
5
,
10
],
pre_id
:
18
,
pre_mem
:
18
,
precis
:[
3
,
14
,
18
],
precision_evalu
:
3
,
predetermin
:
4
,
predic
:[
10
,
17
],
predict
:[
3
,
4
,
18
,
25
],
predict_lay
:
25
,
prediction1
:
25
,
prediction2
:
25
,
prefix
:[
3
,
5
,
18
],
prepend
:
18
,
preprocess
:[
10
,
11
],
prev_cel
:
18
,
prev_cell_data
:
18
,
prev_hidden
:
18
,
prev_hidden_data
:
18
,
prevent
:[
6
,
18
],
previou
:[
4
,
5
,
18
,
22
,
25
],
previous
:
4
,
price
:
10
,
principl
:
18
,
print
:[
2
,
22
,
25
],
print_phas
:
18
,
print_tensor_lod
:
18
,
print_tensor_nam
:
18
,
print_tensor_shap
:
18
,
print_tensor_typ
:
18
,
printer
:
3
,
priorbox
:
4
,
prite
:
3
,
prob
:[
3
,
25
],
probabalist
:
18
,
probabilist
:
4
,
probabl
:[
3
,
4
,
18
,
25
],
problem
:
4
,
proce
:
9
,
proceed
:[
10
,
18
],
process
:[
2
,
4
,
5
,
9
,
18
],
process_num
:
9
,
produc
:[
4
,
5
,
9
,
18
],
product
:[
4
,
5
,
18
,
19
],
profil
:
12
,
program
:[
9
,
13
,
17
,
18
,
22
],
proj
:
4
,
proj_activ
:
18
,
proj_dim
:
18
,
proj_out
:
18
,
proj_siz
:
18
,
project
:[
4
,
5
,
18
,
19
],
promis
:[
4
,
5
],
propag
:[
4
,
6
],
propos
:
18
,
proto
:
7
,
protobuf
:
25
,
protocol
:
3
,
provid
:[
4
,
10
,
18
],
prune
:[
4
,
17
],
pserver
:
25
,
pserver_spec
:
25
,
pub
:
18
,
purpos
:
4
,
pyramid
:
4
,
pyramid_height
:
4
,
python
:[
10
,
18
,
25
],
queri
:[
3
,
4
,
19
],
query_id
:
3
,
quest
:
10
,
question
:
4
,
r_h_val
:
18
,
r_t
:
4
,
rais
:[
9
,
18
,
19
,
23
],
random
:[
2
,
4
,
9
,
18
],
random_crop
:
11
,
randomli
:[
11
,
18
],
rang
:[
4
,
9
,
18
],
rank
:[
4
,
18
],
rank_tabl
:
18
,
ranktabl
:
18
,
rate
:[
2
,
3
,
4
,
5
,
6
,
10
,
19
],
ratio
:
4
,
raw
:[
4
,
18
],
read
:[
9
,
11
,
18
,
25
],
reader
:[
0
,
10
,
25
],
reader_creator_random_imag
:
9
,
reader_creator_random_image_and_label
:
9
,
real
:[
4
,
18
],
rearrang
:
18
,
reason
:
5
,
recal
:[
3
,
14
,
18
],
receiv
:
18
,
recognit
:
4
,
recommend
:[
5
,
18
],
record
:[
9
,
22
],
recordio
:[
9
,
10
],
rectifi
:
4
,
recurr
:
18
,
recurrent_group
:
5
,
recurrent_lay
:
5
,
recurrentgroup
:
3
,
redirect
:
9
,
reduc
:[
4
,
18
],
ref
:
18
,
ref_batch_dim_idx
:
18
,
refer
:[
2
,
4
,
5
,
6
,
11
,
18
,
19
,
22
],
reformul
:
18
,
regard
:
18
,
region
:
4
,
regress
:
4
,
regular
:[
2
,
12
,
18
,
21
],
rel
:[
5
,
18
],
relu
:
4
,
remain
:
18
,
remaind
:
18
,
rememb
:
4
,
remot
:
2
,
remov
:[
9
,
18
],
reorder
:
18
,
reorderlodtensorbyrankt
:
18
,
reorgan
:
4
,
repeat
:
18
,
replac
:
18
,
repositori
:
4
,
reprenset
:
18
,
repres
:[
4
,
5
,
18
],
represent
:[
4
,
18
],
requir
:[
3
,
4
],
research
:[
10
,
18
],
reserv
:
18
,
reset
:[
4
,
18
],
reshape_s
:
4
,
resid
:
18
,
resiz
:
11
,
resize_s
:
11
,
resize_short
:
11
,
respect
:[
18
,
19
],
respons
:
4
,
rest
:
18
,
result
:[
1
,
3
,
4
,
17
,
18
,
22
,
25
],
result_fil
:
3
,
return_seq
:
5
,
revers
:[
4
,
5
,
10
,
18
],
review
:
10
,
rgb
:[
4
,
11
],
rho
:
6
,
right
:
4
,
rnn
:[
4
,
5
,
18
],
rnn_step
:
4
,
rnnlm
:
10
,
robust
:
4
,
roi
:
4
,
role
:
10
,
root
:[
6
,
7
],
rot
:
4
,
row
:[
3
,
4
,
9
,
18
],
row_id
:
4
,
rtype
:
9
,
rule
:[
3
,
18
],
run
:
18
,
runtim
:
22
,
sai
:
4
,
same
:[
3
,
4
,
5
,
18
,
19
,
23
,
25
],
samping_id
:
4
,
sampl
:[
3
,
9
,
10
,
18
],
sample_id
:
3
,
sample_num
:
3
,
sample_weight
:
18
,
satifi
:
3
,
save
:[
4
,
9
,
17
,
25
],
save_file_nam
:
17
,
save_parameter_to_tar
:
25
,
scalar
:[
4
,
18
],
scale
:[
1
,
19
],
scale_a
:
18
,
scale_b
:
18
,
scalingproject
:
4
,
scan
:
18
,
scatter
:
4
,
scheduler_factor
:
2
,
scheme
:[
3
,
6
],
scope
:
15
,
score
:[
3
,
4
,
14
,
18
],
script
:
10
,
search
:[
4
,
18
],
second
:[
4
,
18
],
see
:[
4
,
5
,
10
,
18
],
seed
:
18
,
seen
:
19
,
segment
:[
3
,
18
],
sel_fc
:
4
,
selcet
:
4
,
select
:[
4
,
18
],
selected_id
:
4
,
selected_indic
:
4
,
selectiv
:
4
,
selfnorm
:
4
,
semant
:
10
,
send_var
:
18
,
sensit
:
4
,
sentenc
:[
4
,
10
],
separ
:[
3
,
17
,
18
,
22
],
seper
:
18
,
seq0
:
18
,
seq1
:
18
,
seq2
:
18
,
seq3
:
18
,
seq
:[
4
,
10
],
seq_pool
:
4
,
seq_silc
:
4
,
seq_text_print
:
3
,
seq_typ
:
9
,
seqtext_evalu
:
3
,
seqtoseq
:
4
,
seqtoseq_net
:
4
,
sequenc
:[
1
,
3
,
4
,
5
,
7
,
9
,
10
,
18
],
sequence_group
:
4
,
sequence_nest_group
:
4
,
sequencesoftmaxop
:
18
,
sequencestartposit
:
4
,
sequencetextprint
:
3
,
sequencetyp
:
4
,
sequenti
:
4
,
seri
:
5
,
serial
:
25
,
server
:
18
,
set
:[
2
,
3
,
4
,
5
,
9
,
10
,
11
,
18
,
19
,
21
,
22
,
23
,
25
],
set_default_parameter_nam
:
2
,
set_input
:
4
,
sever
:[
3
,
4
],
sgd
:
25
,
sgdoptim
:
20
,
shape
:[
3
,
4
,
9
,
18
,
19
,
25
],
share
:[
4
,
18
],
shared_bia
:
5
,
shared_bias
:
4
,
shef
:
10
,
shift
:[
4
,
18
],
shorten
:
4
,
shorter
:
11
,
should
:[
2
,
3
,
4
,
9
,
11
,
18
,
19
,
22
,
25
],
show
:[
3
,
6
],
shown
:[
4
,
18
],
shrink_rnn_memori
:
18
,
shuffl
:
9
,
side
:[
4
,
18
,
25
],
sigma
:
18
,
sigmoid
:[
4
,
19
],
sigmoidactiv
:
5
,
sigmoidcrossentropywithlogit
:
18
,
sima
:
10
,
similar
:[
4
,
18
],
similarli
:[
4
,
9
],
simpl
:[
1
,
3
,
4
,
5
,
9
,
10
,
18
,
25
],
simple_lstm
:
4
,
simple_rnn
:
4
,
simple_transform
:
11
,
simpli
:[
4
,
11
],
sinc
:[
4
,
5
,
18
],
singl
:[
3
,
5
,
9
,
17
,
18
],
sinlg
:
25
,
sit
:
18
,
sitten
:
18
,
sittin
:
18
,
size
:[
3
,
4
,
5
,
9
,
10
,
11
,
18
,
19
,
25
],
size_a
:
4
,
size_b
:
4
,
slice0
:
18
,
slice1
:
18
,
slice2
:
18
,
slice3
:
18
,
slice
:[
4
,
18
],
sliceproject
:
4
,
slide
:[
4
,
6
,
10
],
slope
:[
4
,
18
],
slopeinterceptlay
:
4
,
small
:[
4
,
10
,
18
],
smaller
:
18
,
smooth
:
4
,
smt
:
10
,
soft
:
18
,
soft_label
:
18
,
softmax
:[
4
,
5
,
18
],
softmax_param_attr
:
5
,
softmax_selfnorm_alpha
:
4
,
softrelu
:
18
,
some
:[
2
,
4
,
9
,
11
,
18
,
25
],
some_lay
:
18
,
somedata
:
25
,
sometim
:
4
,
sort
:[
4
,
10
,
18
,
22
],
sorted_kei
:
22
,
sourc
:[
4
,
10
,
18
],
space
:[
3
,
4
],
space_seperated_tokens_from_dictionary_according_to_seq
:
3
,
space_seperated_tokens_from_dictionary_according_to_sub_seq
:
3
,
spars
:[
2
,
4
,
6
,
9
,
18
],
sparse_binary_vector
:
9
,
sparse_binary_vector_sequ
:
9
,
sparse_float_vector
:
9
,
sparse_float_vector_sequ
:
9
,
sparse_non_value_slot
:
9
,
sparse_upd
:
2
,
sparse_value_slot
:
9
,
spatial
:
4
,
spatial_scal
:
4
,
specia
:
10
,
special
:[
4
,
10
,
18
],
specif
:[
10
,
18
,
19
,
25
],
specifi
:[
3
,
4
,
10
,
17
,
18
,
22
],
speech
:
4
,
speed
:[
4
,
5
],
split
:[
4
,
9
,
19
],
sport
:
18
,
sqrt_x
:
18
,
squar
:[
4
,
6
,
7
],
src_dict_siz
:
10
,
src_lang
:
10
,
srl
:
10
,
ssd
:
4
,
stabil
:[
4
,
18
],
stack
:
18
,
stackexchang
:
4
,
stand
:
18
,
standard
:[
2
,
9
,
18
],
stanford
:
10
,
start
:[
4
,
5
,
10
,
18
,
25
],
start_po
:
4
,
startup
:
18
,
startup_program
:
18
,
state
:[
4
,
5
,
18
,
22
],
state_act
:[
4
,
5
],
staticinput
:
4
,
statist
:[
4
,
18
],
statmt
:
10
,
statu
:
18
,
std
:
25
,
stdout
:
9
,
step1
:
18
,
step
:[
4
,
5
,
7
,
18
],
stochast
:
6
,
stop
:
4
,
stop_gradi
:
18
,
store
:[
3
,
4
,
10
,
18
,
25
],
str
:[
11
,
18
,
25
],
strategi
:
7
,
stream
:
9
,
streamid
:
22
,
street
:
4
,
stride
:[
4
,
5
,
18
],
stride_h
:
18
,
stride_i
:
4
,
stride_w
:
18
,
stride_x
:
4
,
string
:[
3
,
4
,
9
,
10
,
11
,
18
,
22
,
25
],
style
:
4
,
sub
:[
3
,
4
,
9
,
18
],
sub_nest_seq
:
4
,
sub_sequ
:
4
,
subgradi
:
6
,
subscript
:
18
,
subsequ
:
4
,
subsequenceinput
:
4
,
subset
:
18
,
substitut
:
18
,
success
:
4
,
suggest
:
4
,
sum
:[
4
,
6
,
19
],
sum_x
:
18
,
sume
:
18
,
summar
:
18
,
summat
:
18
,
suppli
:
18
,
support
:[
2
,
3
,
4
,
6
,
7
,
9
,
11
,
18
],
suppos
:[
5
,
18
,
19
],
suppress
:
4
,
sure
:
18
,
surpass
:
4
,
symbol
:
4
,
t_max
:
18
,
t_min
:
18
,
tabl
:[
3
,
4
,
18
],
tableproject
:
4
,
tag
:[
3
,
10
],
tagtyp
:
3
,
take
:[
3
,
4
,
5
,
9
,
18
,
25
],
taken
:
4
,
tanh
:[
4
,
5
],
tanhactiv
:
5
,
tanhshrink
:
18
,
tar
:[
10
,
11
,
25
],
target
:[
4
,
10
,
18
,
25
],
target_dictionary_dim
:
4
,
target_language_embed
:
4
,
target_var
:
17
,
targetinlink
:
4
,
task1
:
10
,
task
:[
3
,
4
,
10
,
18
],
techniqu
:
18
,
technolog
:
18
,
tell
:
22
,
tempor
:[
4
,
18
],
tensor
:
19
,
term
:[
4
,
5
,
18
],
test100
:
10
,
test10
:
10
,
test
:[
4
,
9
,
10
,
11
,
18
,
25
],
testresult
:
25
,
text
:[
3
,
5
,
9
,
18
],
text_fil
:
9
,
tgz
:
10
,
than
:[
2
,
3
,
4
,
5
,
18
],
thehalf
:
18
,
thei
:[
4
,
18
],
them
:[
3
,
4
,
5
,
11
,
18
],
therein
:[
4
,
18
],
thi
:[
2
,
3
,
4
,
5
,
6
,
9
,
10
,
11
,
17
,
18
,
22
,
23
,
25
],
third
:[
4
,
18
],
third_parti
:
4
,
those
:
4
,
thought
:
18
,
threadblocks
:
22
,
three
:[
3
,
4
,
10
,
18
,
19
],
threshold
:[
2
,
3
,
4
,
18
],
thresholdedrelu
:
18
,
through
:[
4
,
19
],
thu
:[
4
,
18
],
time
:[
4
,
5
,
7
,
9
,
18
,
22
,
25
],
timelin
:
4
,
timeout_sec
:
9
,
timer
:
22
,
timestamp
:
4
,
timestep
:
4
,
titl
:
10
,
to_chw
:
11
,
to_no_sequ
:
4
,
to_sequ
:
4
,
to_tar
:
25
,
todo
:[
3
,
9
,
10
],
toend
:
4
,
togeth
:[
4
,
5
,
9
,
25
],
token
:[
3
,
4
,
10
,
18
],
toler
:
25
,
too
:
10
,
top
:[
3
,
18
,
25
],
top_k
:[
3
,
18
],
topk_indic
:
18
,
topk_out
:
18
,
topolopi
:
25
,
toronto
:
10
,
total
:[
18
,
22
,
25
],
tractabl
:
4
,
tradit
:
4
,
trail
:
9
,
train100
:
10
,
train10
:
10
,
train
:[
0
,
2
,
3
,
4
,
9
,
10
,
11
,
18
],
trainabl
:[
4
,
21
],
transform
:[
4
,
5
,
11
,
18
],
transform_param_attr
:
5
,
transformed_st
:
5
,
translat
:[
4
,
5
,
10
],
transpos
:[
4
,
11
],
transpose_i
:
18
,
transpose_x
:
18
,
transposedfullmatrixproject
:
4
,
treat
:[
4
,
18
],
tree
:
4
,
trg_dict_siz
:
10
,
trim
:
4
,
truth
:[
3
,
4
,
18
],
tune
:
2
,
tupl
:[
4
,
5
,
9
,
10
,
11
,
18
,
25
],
ture
:
4
,
turn
:[
4
,
18
],
tutori
:
22
,
two
:[
3
,
4
,
5
,
18
,
19
],
type
:[
3
,
4
,
5
,
7
,
9
,
10
,
11
,
18
,
19
,
23
,
25
],
typic
:
3
,
uci
:
10
,
ufldl
:[
4
,
18
],
unchang
:
18
,
under
:
18
,
underli
:
18
,
unidirect
:
4
,
uniform
:[
2
,
4
,
9
,
18
],
uniforminiti
:
16
,
unit
:[
4
,
5
,
18
,
19
],
unitest
:
18
,
unk
:
10
,
unknown
:[
4
,
10
,
18
,
23
],
unless
:
18
,
unlik
:[
4
,
18
],
unnorm
:
18
,
unscal
:
18
,
unseg
:
4
,
unus
:
18
,
updat
:[
2
,
4
,
6
,
18
],
update_equ
:
25
,
update_hook
:
2
,
upper
:
4
,
url
:[
9
,
10
],
usag
:[
3
,
4
,
5
,
11
,
18
,
25
],
use
:[
2
,
3
,
4
,
5
,
7
,
9
,
10
,
11
,
18
,
22
,
25
],
use_cudnn
:[
18
,
19
],
use_etcd
:
25
,
use_global_stat
:
4
,
use_mkldnn
:
4
,
use_nccl
:
18
,
use_peephol
:
18
,
used
:[
3
,
4
,
5
,
6
,
7
,
9
,
10
,
11
,
18
,
22
,
25
],
useful
:[
4
,
5
],
user
:[
2
,
4
,
5
,
9
,
10
,
11
,
18
,
22
,
25
],
user_info
:
10
,
userinfo
:
10
,
uses
:[
4
,
18
],
using
:[
2
,
4
,
5
,
9
,
10
,
14
,
18
,
25
],
usual
:[
4
,
18
,
25
],
valid
:[
4
,
10
,
11
,
18
],
valu
:[
2
,
3
,
4
,
7
,
9
,
10
,
11
,
18
,
19
,
22
,
25
],
value_evalu
:
3
,
value_rang
:
9
,
valueerror
:[
18
,
19
],
vardesc
:
18
,
variabl
:[
6
,
9
,
10
,
17
,
18
,
19
],
varianc
:[
4
,
18
],
variant
:
4
,
vartyp
:
18
,
vec1
:
4
,
vec2
:
4
,
vecter
:
18
,
vector
:[
4
,
5
,
9
,
10
,
18
],
verb
:
10
,
veri
:[
4
,
7
],
version
:[
4
,
5
,
10
],
vertic
:
4
,
vgg
:
5
,
view
:
4
,
vision
:
10
,
visit
:
25
,
visual
:
4
,
vl16
:
10
,
vutbr
:
10
,
w_f
:
18
,
wai
:[
3
,
5
,
18
],
wang
:
18
,
want
:[
4
,
22
],
warn
:
25
,
warp
:[
4
,
18
],
warpctc
:
4
,
websit
:
10
,
weight
:[
3
,
4
,
5
,
6
,
18
,
19
,
21
,
23
],
weight_act
:
5
,
well
:
18
,
were
:[
3
,
18
],
what
:[
2
,
4
],
when
:[
2
,
3
,
4
,
6
,
9
,
18
,
19
,
25
],
whenev
:
18
,
where
:[
4
,
5
,
6
,
18
,
19
],
wherea
:
18
,
whether
:[
3
,
4
,
11
,
18
,
25
],
which
:[
2
,
3
,
4
,
5
,
9
,
10
,
11
,
17
,
18
,
19
,
21
,
22
,
25
],
while_op
:
18
,
whole
:[
3
,
9
],
whose
:[
4
,
9
,
18
],
why
:
5
,
width
:[
3
,
4
,
9
,
11
,
18
],
wiil
:
18
,
wiki
:
4
,
wikipedia
:[
4
,
10
],
window
:[
4
,
7
,
10
],
wise
:[
4
,
11
,
18
],
within
:[
4
,
18
],
without
:[
3
,
4
],
wmt16_files_mmt
:
10
,
wmt_shrinked_data
:
10
,
word
:[
3
,
4
,
10
],
word_idx
:
10
,
word_vector_dim
:
4
,
words_freq_sort
:
10
,
work
:[
4
,
9
,
18
],
workshop
:
10
,
would
:[
22
,
25
],
wrap
:
18
,
wrapper
:
5
,
write
:[
9
,
18
],
written
:[
18
,
22
],
www
:[
10
,
18
],
x_first_step
:
18
,
x_last_step
:
18
,
x_num_col_dim
:
18
,
x_reshap
:
18
,
x_t
:
18
,
x_t_data
:
18
,
x_transpos
:
18
,
xarg
:
3
,
xavier
:
18
,
xavieriniti
:[
16
,
18
],
xmap_read
:
9
,
y_num_col_dim
:
18
,
y_predict
:
18
,
yann
:
10
,
year
:
10
,
yeild
:
25
,
yield
:
9
,
you
:[
2
,
4
,
5
,
9
,
10
,
18
,
19
,
22
,
25
],
your
:[
4
,
9
,
10
,
25
],
yuyang18
:[
9
,
10
],
zero
:[
2
,
4
,
5
,
6
,
9
,
10
],
zip
:
10
},
titles
:[
"
API
"
,
"
Activation
"
,
"
Parameter Attribute
"
,
"
Evaluators
"
,
"
Layers
"
,
"
Networks
"
,
"
Optimizer
"
,
"
Pooling
"
,
"
Data Reader Interface and DataSets
"
,
"
Data Reader Interface
"
,
"
Dataset
"
,
"
Image Interface
"
,
"
Fluid
"
,
"
data_feeder
"
,
"
evaluator
"
,
"
executor
"
,
"
initializer
"
,
"
io
"
,
"
layers
"
,
"
nets
"
,
"
optimizer
"
,
"
param_attr
"
,
"
profiler
"
,
"
regularizer
"
,
"
Model Configuration
"
,
"
Training and Inference
"
],
titleterms
:{
"
while
"
:
18
,
Abs
:
1
,
abs
:
18
,
accuraci
:[
14
,
18
],
activ
:[
1
,
4
],
adadelta
:
6
,
adagrad
:[
6
,
20
],
adam
:[
6
,
20
],
adamax
:[
6
,
20
],
addto
:
4
,
aggreg
:
4
,
aggregatelevel
:
4
,
api
:
0
,
append_regularization_op
:
23
,
array_length
:
18
,
array_read
:
18
,
array_to_lod_tensor
:
18
,
array_writ
:
18
,
assign
:
18
,
attribut
:
2
,
auc
:
3
,
avg
:
7
,
basepool
:
7
,
batch_norm
:[
4
,
18
],
beam_search
:[
4
,
18
],
beam_search_decod
:
18
,
bidirectional_gru
:
5
,
bidirectional_lstm
:
5
,
bilinear_interp
:
4
,
block_expand
:
4
,
blockguard
:
18
,
blockguardserv
:
18
,
blockguardwithcomplet
:
18
,
brelu
:[
1
,
18
],
cast
:
18
,
ceil
:
18
,
check
:
4
,
chunk
:
3
,
chunk_ev
:
18
,
chunkevalu
:
14
,
cifar
:
10
,
classif
:
3
,
classification_error
:
3
,
classification_error_print
:
3
,
clip
:[
4
,
18
],
clip_by_norm
:
18
,
column_sum
:
3
,
concat
:[
4
,
18
],
conditionalblock
:
18
,
configur
:
24
,
conll05
:
10
,
connect
:
4
,
constant
:
16
,
context_project
:
4
,
control_flow
:
18
,
conv2d
:
18
,
conv2d_transpos
:
18
,
conv
:
4
,
conv_oper
:
4
,
conv_project
:
4
,
conv_shift
:
4
,
cos_sim
:[
4
,
18
],
cost
:
4
,
create_arrai
:
18
,
create_global_var
:
18
,
create_paramet
:
18
,
create_tensor
:
18
,
crf
:
4
,
crf_decod
:[
4
,
18
],
cross_channel_norm
:
4
,
cross_entropi
:
18
,
cross_entropy_cost
:
4
,
cross_entropy_with_selfnorm_cost
:
4
,
ctc
:
4
,
ctc_error
:
3
,
ctc_greedy_decod
:
18
,
cuda_profil
:
22
,
cudnnavg
:
7
,
cudnnmax
:
7
,
data
:[
4
,
8
,
9
,
18
],
data_feed
:
13
,
datafeed
:[
9
,
13
],
dataset
:[
8
,
10
],
datatyp
:
9
,
decayedadagrad
:[
6
,
20
],
detect
:
3
,
detection_map
:
3
,
detection_output
:
4
,
devic
:
18
,
dot_prod
:
4
,
dot_product_attent
:
5
,
dotmul_oper
:
4
,
dotmul_project
:
4
,
dropout
:[
4
,
18
],
dynamic_gru
:
18
,
dynamic_lstm
:
18
,
dynamic_lstmp
:
18
,
dynamicrnn
:
18
,
edit_dist
:
18
,
elementwise_add
:
18
,
elementwise_div
:
18
,
elementwise_max
:
18
,
elementwise_min
:
18
,
elementwise_mul
:
18
,
elementwise_pow
:
18
,
elementwise_sub
:
18
,
elu
:
18
,
embed
:[
4
,
18
],
eos
:
4
,
evalu
:[
3
,
14
],
event
:
25
,
executor
:
15
,
exp
:[
1
,
18
],
expand
:
4
,
expandlevel
:
4
,
factorization_machin
:
4
,
fill_const
:
18
,
fill_constant_batch_size_lik
:
18
,
first_seq
:
4
,
floor
:
18
,
fluid
:
12
,
full_matrix_project
:
4
,
fulli
:
4
,
gated_unit
:
4
,
get_inference_program
:
17
,
get_output
:
4
,
get_plac
:
18
,
global_scop
:
15
,
glu
:
19
,
gradient_print
:
3
,
group
:
4
,
gru
:
5
,
gru_group
:
5
,
gru_step
:
4
,
gru_unit
:[
5
,
18
],
grumemori
:
4
,
hard_shrink
:
18
,
hard_sigmoid
:
18
,
hsigmoid
:
4
,
huber_classification_cost
:
4
,
huber_regression_cost
:
4
,
ident
:
1
,
identity_project
:
4
,
ifels
:
18
,
im2sequ
:
18
,
imag
:[
4
,
5
,
11
],
imdb
:
10
,
img_cmrnorm
:
4
,
img_conv
:
4
,
img_conv_bn_pool
:
5
,
img_conv_group
:
5
,
img_pool
:
4
,
imikolov
:
10
,
increment
:
18
,
infer
:
25
,
initi
:
16
,
interfac
:[
8
,
9
,
11
],
interpol
:
4
,
kmax_sequence_scor
:
4
,
l1decai
:
23
,
l2_distanc
:
4
,
l2_normal
:
18
,
l2decai
:
23
,
lambda_cost
:
4
,
last_seq
:
4
,
layer
:[
4
,
18
],
layer_norm
:
18
,
leaky_relu
:
18
,
less_than
:
18
,
linear
:
1
,
linear_chain_crf
:
18
,
linear_comb
:
4
,
listenandserv
:
18
,
load_inference_model
:
17
,
load_param
:
17
,
load_persist
:
17
,
load_var
:
17
,
lod_rank_t
:
18
,
lod_tensor_to_arrai
:
18
,
log
:[
1
,
18
],
logsigmoid
:
18
,
lstm
:
5
,
lstm_step
:
4
,
lstm_unit
:
18
,
lstmemori
:
4
,
lstmemory_group
:
5
,
lstmemory_unit
:
5
,
math
:
4
,
matmul
:
18
,
max
:
7
,
max_sequence_len
:
18
,
maxframe_print
:
3
,
maxid
:
4
,
maxid_print
:
3
,
maxout
:
4
,
mean
:
18
,
memori
:
4
,
merge_lod_tensor
:
18
,
minibatch
:
9
,
mix
:
4
,
mnist
:
10
,
model
:
24
,
momentum
:[
6
,
20
],
movielen
:
10
,
mul
:
18
,
multi_binary_label_cross_entropy_cost
:
4
,
multibox_loss
:
4
,
multiplex
:[
4
,
18
],
nce
:[
4
,
18
],
net
:
19
,
network
:
5
,
nlp
:
5
,
norm
:
4
,
normal
:
16
,
ones
:
18
,
ops
:
18
,
optim
:[
6
,
20
],
out_prod
:
4
,
pad
:
4
,
paralleldo
:
18
,
param_attr
:
21
,
paramattr
:
21
,
paramet
:[
2
,
25
],
pnpair
:
3
,
pool2d
:
18
,
pool
:[
4
,
7
],
pow
:
18
,
power
:
4
,
precision_recal
:
3
,
prelu
:
4
,
print
:[
3
,
18
],
profil
:
22
,
rank
:
3
,
rank_cost
:
4
,
reader
:[
8
,
9
],
reciproc
:
18
,
recurr
:[
4
,
5
],
recurrent_group
:
4
,
reduce_max
:
18
,
reduce_mean
:
18
,
reduce_min
:
18
,
reduce_sum
:
18
,
regular
:
23
,
relu6
:
18
,
relu
:[
1
,
18
],
reorder_lod_tensor_by_rank
:
18
,
repeat
:
4
,
reset_profil
:
22
,
reshap
:[
4
,
18
],
resiz
:
4
,
rmsprop
:
6
,
roi_pool
:
4
,
rotat
:
4
,
round
:
18
,
row_conv
:[
4
,
18
],
row_l2_norm
:
4
,
sampl
:
4
,
sampling_id
:
4
,
save_inference_model
:
17
,
save_param
:
17
,
save_persist
:
17
,
save_var
:
17
,
scale
:[
4
,
18
],
scale_shift
:
4
,
scaled_dot_product_attent
:
19
,
scaling_project
:
4
,
scope_guard
:
15
,
selective_fc
:
4
,
send
:
18
,
sentiment
:
10
,
seq_concat
:
4
,
seq_reshap
:
4
,
seq_slic
:
4
,
seqtext_print
:
3
,
sequence_conv
:
18
,
sequence_conv_pool
:[
5
,
19
],
sequence_expand
:
18
,
sequence_first_step
:
18
,
sequence_last_step
:
18
,
sequence_pool
:
18
,
sequence_reshap
:
18
,
sequence_softmax
:
18
,
sequencesoftmax
:
1
,
sgd
:
20
,
shrink_memori
:
18
,
sigmoid
:[
1
,
18
],
sigmoid_cross_entropy_with_logit
:
18
,
simple_attent
:
5
,
simple_gru2
:
5
,
simple_gru
:
5
,
simple_img_conv_pool
:[
5
,
19
],
simple_lstm
:
5
,
slice_project
:
4
,
slope_intercept
:
4
,
small_vgg
:
5
,
smooth_l1_cost
:
4
,
soft_relu
:
18
,
softmax
:
1
,
softplu
:
18
,
softrelu
:
1
,
softshrink
:
18
,
softsign
:[
1
,
18
],
split
:
18
,
split_lod_tensor
:
18
,
spp
:
4
,
sqrt
:
18
,
squar
:[
1
,
18
],
square_error_cost
:[
4
,
18
],
squarerootn
:
7
,
stanh
:[
1
,
18
],
staticrnn
:
18
,
staticrnnmemorylink
:
18
,
sub_nested_seq
:
4
,
sub_seq
:
4
,
sum
:[
3
,
7
,
18
],
sum_cost
:
4
,
sum_to_one_norm
:
4
,
swish
:
18
,
switch_scop
:
15
,
table_project
:
4
,
tanh
:[
1
,
18
],
tanh_shrink
:
18
,
tensor
:[
4
,
18
],
text_conv_pool
:
5
,
thresholded_relu
:
18
,
topk
:
18
,
train
:
25
,
trainer
:
25
,
tran
:
4
,
trans_full_matrix_project
:
4
,
transpos
:
18
,
uci_h
:
10
,
uniform
:
16
,
util
:
3
,
value_print
:
3
,
vgg_16_network
:
5
,
warp_ctc
:
4
,
warpctc
:
18
,
weightnormparamattr
:
21
,
whileguard
:
18
,
wmt14
:
10
,
wmt16
:
10
,
xavier
:
16
,
zero
:
18
}})
\ No newline at end of file
develop/api_doc/v2/fluid/layers.html
浏览文件 @
402e9442
...
...
@@ -1060,7 +1060,7 @@ if activation is not None, it will be applied to the output as well.</p>
<li><span
class=
"math"
>
\(X_i\)
</span>
: The input tensor.
</li>
<li><span
class=
"math"
>
\(W\)
</span>
: The weights created by this layer.
</li>
<li><span
class=
"math"
>
\(b\)
</span>
: The bias parameter created by this layer (if needed).
</li>
<li><span
class=
"math"
>
\(Act\)
</span>
: The activation funtion.
</li>
<li><span
class=
"math"
>
\(Act\)
</span>
: The activation fun
c
tion.
</li>
<li><span
class=
"math"
>
\(Out\)
</span>
: The output tensor.
</li>
</ul>
<table
class=
"docutils field-list"
frame=
"void"
rules=
"none"
>
...
...
编辑
预览
Markdown
is supported
0%
请重试
或
添加新附件
.
添加附件
取消
You are about to add
0
people
to the discussion. Proceed with caution.
先完成此消息的编辑!
取消
想要评论请
注册
或
登录