From 7711d78cb3fa81eea5137c103ec49c04f3bdd109 Mon Sep 17 00:00:00 2001
From: Travis CI
@@ -197,6 +210,7 @@
diff --git a/develop/doc/api/v1/data_provider/dataprovider_en.html b/develop/doc/api/v1/data_provider/dataprovider_en.html
index 4f4b9d97ec..7a4ce5a257 100644
--- a/develop/doc/api/v1/data_provider/dataprovider_en.html
+++ b/develop/doc/api/v1/data_provider/dataprovider_en.html
@@ -152,6 +152,19 @@
diff --git a/develop/doc/api/v1/data_provider/pydataprovider2_en.html b/develop/doc/api/v1/data_provider/pydataprovider2_en.html
index 5d7bc3faf7..062d26bc0f 100644
--- a/develop/doc/api/v1/data_provider/pydataprovider2_en.html
+++ b/develop/doc/api/v1/data_provider/pydataprovider2_en.html
@@ -152,6 +152,19 @@
diff --git a/develop/doc/api/v1/index_en.html b/develop/doc/api/v1/index_en.html
index 755b08464b..a14836a250 100644
--- a/develop/doc/api/v1/index_en.html
+++ b/develop/doc/api/v1/index_en.html
@@ -152,6 +152,19 @@
diff --git a/develop/doc/api/v1/predict/swig_py_paddle_en.html b/develop/doc/api/v1/predict/swig_py_paddle_en.html
index ae2a09d62e..f569c7f6ac 100644
--- a/develop/doc/api/v1/predict/swig_py_paddle_en.html
+++ b/develop/doc/api/v1/predict/swig_py_paddle_en.html
@@ -152,6 +152,19 @@
diff --git a/develop/doc/api/v2/config/activation.html b/develop/doc/api/v2/config/activation.html
index 136d56d4c0..09004b6d1b 100644
--- a/develop/doc/api/v2/config/activation.html
+++ b/develop/doc/api/v2/config/activation.html
@@ -155,6 +155,19 @@
diff --git a/develop/doc/api/v2/config/attr.html b/develop/doc/api/v2/config/attr.html
index 31a2f6eb52..123d565817 100644
--- a/develop/doc/api/v2/config/attr.html
+++ b/develop/doc/api/v2/config/attr.html
@@ -155,6 +155,19 @@
diff --git a/develop/doc/api/v2/config/evaluators.html b/develop/doc/api/v2/config/evaluators.html
index 1cca22b6fa..ab6b114c6b 100644
--- a/develop/doc/api/v2/config/evaluators.html
+++ b/develop/doc/api/v2/config/evaluators.html
@@ -155,6 +155,19 @@
diff --git a/develop/doc/api/v2/config/layer.html b/develop/doc/api/v2/config/layer.html
index ee1263af7a..2d47ec24ef 100644
--- a/develop/doc/api/v2/config/layer.html
+++ b/develop/doc/api/v2/config/layer.html
@@ -155,6 +155,19 @@
diff --git a/develop/doc/api/v2/config/networks.html b/develop/doc/api/v2/config/networks.html
index 3225372ba0..a13771b249 100644
--- a/develop/doc/api/v2/config/networks.html
+++ b/develop/doc/api/v2/config/networks.html
@@ -155,6 +155,19 @@
diff --git a/develop/doc/api/v2/config/optimizer.html b/develop/doc/api/v2/config/optimizer.html
index e05a41ca10..a093ac75aa 100644
--- a/develop/doc/api/v2/config/optimizer.html
+++ b/develop/doc/api/v2/config/optimizer.html
@@ -155,6 +155,19 @@
diff --git a/develop/doc/api/v2/config/pooling.html b/develop/doc/api/v2/config/pooling.html
index 911d1f091f..63cbb97ed4 100644
--- a/develop/doc/api/v2/config/pooling.html
+++ b/develop/doc/api/v2/config/pooling.html
@@ -155,6 +155,19 @@
diff --git a/develop/doc/api/v2/data.html b/develop/doc/api/v2/data.html
index 81611c3bbb..7c2a9725c1 100644
--- a/develop/doc/api/v2/data.html
+++ b/develop/doc/api/v2/data.html
@@ -155,6 +155,19 @@
diff --git a/develop/doc/api/v2/data/data_reader.html b/develop/doc/api/v2/data/data_reader.html
index 9b55d42ffb..191b6fb773 100644
--- a/develop/doc/api/v2/data/data_reader.html
+++ b/develop/doc/api/v2/data/data_reader.html
@@ -155,6 +155,19 @@
diff --git a/develop/doc/api/v2/data/dataset.html b/develop/doc/api/v2/data/dataset.html
index 96ecdf321d..d6876073ad 100644
--- a/develop/doc/api/v2/data/dataset.html
+++ b/develop/doc/api/v2/data/dataset.html
@@ -155,6 +155,19 @@
diff --git a/develop/doc/api/v2/data/image.html b/develop/doc/api/v2/data/image.html
index aac406ba24..e5f8755ad2 100644
--- a/develop/doc/api/v2/data/image.html
+++ b/develop/doc/api/v2/data/image.html
@@ -155,6 +155,19 @@
diff --git a/develop/doc/api/v2/fluid.html b/develop/doc/api/v2/fluid.html
new file mode 100644
index 0000000000..952db2f783
--- /dev/null
+++ b/develop/doc/api/v2/fluid.html
@@ -0,0 +1,292 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Fluid¶
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Layers¶
+fc¶
+embedding¶
+dynamic_lstm¶
+data¶
+mean¶
+mul¶
+elementwise_add¶
+elementwise_div¶
+dropout¶
+reshape¶
+sigmoid¶
+scale¶
+reshape¶
+transpose¶
+sigmoid_cross_entropy_with_logits¶
+cast¶
+concat¶
+sums¶
+linear_chain_crf¶
+assign¶
+split_lod_tensor¶
+merge_lod_tensor¶
+cos_sim¶
+cross_entropy¶
+square_error_cost¶
+accuracy¶
+sequence_conv¶
+conv2d¶
+sequence_pool¶
+pool2d¶
+batch_norm¶
+beam_search_decode¶
+lstm¶
+lod_rank_table¶
+max_sequence_len¶
+topk¶
+lod_tensor_to_array¶
+array_to_lod_tensor¶
+fill_constant¶
+fill_constant_batch_size_like¶
+ones¶
+zeros¶
+increment¶
+array_write¶
+create_array¶
+less_than¶
+array_read¶
+shrink_memory¶
+array_length¶
+conv2d_transpose¶
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/develop/doc/api/v2/run_logic.html b/develop/doc/api/v2/run_logic.html
index 3904711e16..18b07917ae 100644
--- a/develop/doc/api/v2/run_logic.html
+++ b/develop/doc/api/v2/run_logic.html
@@ -34,7 +34,7 @@
-
+
@@ -155,6 +155,19 @@
@@ -683,7 +696,7 @@ outout_layer1.field2, outout_layer2.field2 ...
NheLy2I&AGfjieR%Mr8hCfGLPcvVsm*Uu`Hp_ zV1EQcCU=uO4ni$r#}#+5eRMGJZnXL~^PsHb*XReCqv7|^M7z>80XoTO@;&p=R`fyCboyi zSXx~-!KCCpFhDg%5l&_l{86wCV{BAP+CZXnl9oi~Ty*2Dcr@yMb=?3<$&&WirN|oM z0e)?YXH+h7e%51&< FC?46w(hZ{V$nc{_OgLg 2DSa_ zk;GxmkAJH;IHm+6;sFMYF^OpaZcR~6s1$W5y*apM_rum%dQ`Mf1(kh>KwhE2#h~So zx};a$DmYMlEgQyZ$r6va8rPEd@T v6YZt6q-JMVsM`QUnaGue) z?1eE52E|;tAS`2&k+fs=ws@@ftp;2)wc$i3kbfroHl(J*ZtE6CVzmt$f_*!%!O^h+ zHCKV|E9!7|O_rL+Luc1O;`x}RJqB3@gJP~+5Kbp$N_g*$)p#`2@oK=LK{86yNV^c< z1Uqz%@(_oDT{Tp4CnWGPi_(0;Vh>V9( fq$c2IO$b-;p@y$p6hPV*$SF9oiYriD%2HF$m?z@3 z%gHd5ej^kbq51=~8At;-n$om@O&FOd7n!`0%_hh(k1*PJwELr@$B57<2n}PX6@;Jw zIp(2O;L*B?wUR!QKa!mYU9-^Dq->kt>3>t$NMMvokZ|)Dz}Q+PFday%6vlvrT4d!u zD;Ts;Sqf|LeHvGp-_?*qgA&$I+Q3c40@u# p*MCef8%7ozv7s9>>=~1*vh|0AgH7^na(< z!b4&7mO%yMqNn8g;3%uGEr<&}W6$WdrdA88PZzPC!Cw*6ikiQJQOVLI!o(%d8oOWu z8IUAg(qyQ)u;aoq7)w(#q8dvgFL_**jJFgew1_)+r7|J7a pStNq>}3NmvRXtNwwjbDA$?J}d=P4?`3vY(+cth*m0r zGt~6Zf! EH!1INGhar4ZIJv7Mnmae{yt?0@BPB@MMo zG~py+kRC 2(Uwz+J&{ #TJ(xqS`$j5==(@B1i)E H!;Z!k0KHtA1ghDV)x7Nmt%5 zDhqh#8_YtNVB5T7#aXlGu~C7A+O7uGd&X~~AahzPBm0b6v9`@P0h%t|I@FY-8I$4r z`DneGidCyQQP% 9_sPSSO2?w_59+?KU_Tj#*1Ez1^#xf^loMo%I=-$rCp(?Igz)2?t{{l_LDb+ z3c vGc~DkF)4BqG zbuiwCp=zEg9BgDoa{@aJvse$7!_dB8)d~A8;g|$lP#r+ `a}V4du7=gRTiQ`8Eu zOeKS5kWETF{eNV(6Fz+Bovp=m85JpP{V4Y7+Dx*Z#-0E3tIL1CynOND#pmCifAP)v ztFK>w{@r>@Zf`N$6pU0CXa<|8b!PPjFxtl5aQo=Mq$C%gzqt7Fr8dxY33(xgJo9Nb z6qB$$dURMAN?lZU@?y-i<2>;OCm&n=VS@iRR2a}8_kU@Iiw|A&gM9ClW+GqhQE%J3 zNozE`8=iU<8X@xV#?eX_k4bLS1zNU>npF M2{8vEEn6fhFc%1b;mu2 z?i>i$kAL9WQI%8JGT_UGwG=cWJf1R1V_9 ZS=zO!h&SKWlLKa#9!K5KNvkx>%{0FqQCO0ql=z zO_sKjsz$D|0X#v%$48`dJLXiW`)=wCjiV?n)PLa|I87-Lut2cC9K$Sn(HlJN9s<;L zm(M@D{MRR!pM7kh1s3WaI5qCf1=J#{s&7|e0#wJi;(5OCndZ=a%R-ZbV<1SA3raKP5ix($``@aNDpbHW<;0gX)yb_)PKTLoq**vjX5gzY zU4O774YNbyvkA}3EExdX8MZ{r^eVkXBV{hDwv!$X71)vbaQa7zst^6GUhvE}rWUat z5J;V;!7?xTs%W<%hh@fwns)4>p53Ggp#pSndqo~T9u~5jenHjL{Y@xYSXc?4gQG?j>~MdGVm}~s$<7B zX82w#+epC9w;EMGK{vj8g$q_(=Z;-5SMy_`wgxNen%CTwdk^>bPlJ=w?c>w^y@76u zCzKYtYl5k`7p<4EO5Sy`B>b@OYmb{Zz;?J-3f#9QtmNEGq91oftuI|?tJl^ssDDWG zn_IZT9%oE~&la+#3y*Ad0v5^K|C-@iW>Y*>M5VQ+BcqGRoKbcF*EuxW6Al?*@Q5yK zyTN6KaMy>W$QlSwc4Qtb6dnnH8rbGX4YP!bo-*)9ov?Kd2N?*#J`!pvffnmtd+uU; z_wY$@dT4}9J*L*gFfPhSzW~%|uYa%Ot-mdVqWB7l$@^;$$C01Z<-Jz-vYT!Q7DC|g zgCnT9vCV+5@i?bdy7%bzAidi9`F&?YzEg|tlQP05CD#9 E@P9WVi@wL_ za+&$6trBPXROKfY*iTM$?(&;*M0o~=39tI~s@;_u9A IG2z2Pd7pW3rdnBmU(T9;PQtyai)n4Gc0E2tTz~ z2$o9Sm^{4!J&1B|`@KPpegmi$sh#gWEm?fFR+GELl}v^C9$r~wgMX*wu7su~G}Z}z zA7F6^zDeH5J0MsYDlkkxG4m7yL9rv~qU$jmW)%Gh3v_)}Q^kI$Y9;oYiUK!;%=6Ug zv#jSfiK;oJbr=Gv-egh`gZb@9y;q7Sj*O(j<0m^ I2`l+*rum&=kTk zM9C*PPlEmGJwbigb5m+S+Lla6wwd-iqba-0X~Ucb+sPa<0D_#=|Gfl1y}$kFXKjt@ w-!35Z+0uxL>SCP@{i5}E(SMicL8v=CU{BkK+E&@@_I(0cVSV5HAGq_5^)C*#6#xJL delta 3284 zcmV;_3@h`s8?YLXe1BhW+{O`qzfZA%`_LkxF7`uF1VsT!mL0XWrATrO^o7_X_wF|0 zk<9M$ JA0C%n-koFxkWR;)ncr`? z+?}1-rAnHn8QW5V@|=mS!^K^y=%Fa)JZ0j}R%ySHa`E=K%6}8Zi=5mhwB*D2?O_VK zu~QkA3%quhcVd=rP1P*B^%D{eN<%Zhv&Cn0!Vqp&q*cbqTL$co1{-RrF*EWgV7)b> zDw)RmyNt)8n8k_)UF@QU;1ZTACgMaC<@G@_Hde9Vlc|cw8Gjw1f~GOe(-@vfF2{wK zy(U)O =aHOwTsAM-k6c z_7vs^kt%&VEfNwL6W6Y_$@by?AUM&Q(=33pPT!#K=Ssi~(;g2toX=~SdO`qcg%!uw z*AER*rz=XqQl6-xJmZtNT*T&igh6_BomXlKkL%EA)qnkPXP6ZEm`{cj8s}6$(l&NL z$9h^{x51PWD_}rsouY!y7{nv84Q+f>Db_+_bDC9D6+-soEp-g)UVYsH%jklw@Jovg z!~^`=HqV(lE5zvvPn?DUd1S9zFh!~O45sx8Pihqdbl@&qNM%uEJfHOASOweJ=3>y8 zuK`PJHh=m!ipde9xFYW3qA{ikBM{cK +-IE)nhuB1RbyFq0*&(Vt&WZ_70!X#YpqyZig3lKF zdp{pD!E)nP+=@FIE2ASIy<()g1 uS2;K0|XVSjS@2nzh#d1vv7Jf(v zjDM|VEbl>DMso`i8IxsbuVK(b?J11G_gGRdf>%S1EK1Zs=>oTjC61lzu}K^i#6om% zmAob@81BMnu%qfl _{; zlk1>@)i`MZaUm7P(`(_OF-A*L!}#bKy?;J9+G=bE;zQ5)Q+BPcHHP}rM{FiDSHyIt z_U~X+@hpuoi7N8eESNyr0`;?E>Ck9l@yT;&%QD-dYiwCmBB`_ITUru1#2viSSs7gU zZ1JcQQE!4W(y%-Dak3~`i(4vI-XN!jd#5-fCxyAyK{89@lqt$H09lq&KIgPJQ-8&< zl8{IZ(V%q6{V-r!Q-Wq> 77M{{ zHiPcb&C7~J4w7P4a#&tdR^H4YvVf5W+%*?)gCzr3@`N)vNTJ@JZ&HJ z?93;25D3ZLBB`w_DAOl`rX12EsDIa4avDPGYT2R=1mwOIkX;nOs%dB(#V9L+pt{{A z -zo!MlL*HX9!8ZQp&k7sBjn8HOWB06CPiWcMLGW#pdSk#Oiq zR!Q9H(g{mHd`PW(2Y0!&^=VqC=3ye;lVt&8xmB61*EX~l&!3%t{ipLUK7YFS+jke= ze0cGXZ(n`%pC7*ebhoMc!}os-)9b7|<+8+G!?pCDwxPd#`Qp`oKSu69zkK!8C+9Ez ze*V$(^S^#}{^{?}zxYd-G^1j|Oeuh9$~3QK51ZLhn9*z@xg^DyXg!nUleF<5l&g_| z%glzbdo!vpBolMLHeIjX9e)WAwHN{iio<-Rv5k{VPoZ^$zIvDO1d5$q1NDH91QiSH zl;zgRDpv%X6^bpRVO*8)%s1$TKEtkiM_RMt&tpr0h1#wGHFGBHqNH=yC?i)nwN&l8 zaSSq3y7kahqZwDxd&OuyO|5EZj`cO6!6-m}U5p%KUAzP+YFTTKs(%$(*;AHOJqT80 z0i0rY0T|<|1xp&Ng`z+31+)zEJrF!J?UyhAclq+!#g~7$c=k;Yy&OyY?H%d;%62Kc zcWj1sjh+=$-Trw9%1F9T-U@02yADW5$(YbJW31Ce83OH9?((<=M!pH@msNgKuWGhZ zvX~Q^$Ke&+N<3(sC4cv~AJxW!mZ7+<+q*tt7Evi`(ozaPxN?_M4=t7z1c*f+s1>`R zu2mub@^JV#W|?HrNdc6l&~9BpyxJe{K~vpNH4biM#d8WX4YSw)mZ#9YU%eCdTPiRK zcA#bf!GjGN8iGx6Ae`&Kb5Bcaz$#N5hCx25@F0l0O~K(?Z+~r_O&4*Q!PJkF5Z7jw z%{1=(pI=@6`^Dw+4=+Cd_WX-)&R>50>htf`dvbe=yG_AZ?*h$W5_PukUjxSYxEpOB z?%R~);`8ShU%oI7`XQkx I%}!o|nRZg7!Nn=0)_j-{|E&}n z49IS&1l}EI8nfr8Xa-%QMv*oH;=P-UI zQzOV2M^0I;VsSb>Im8=pz (i;8u(=clyfDXFxJ_%d&G|zAy64Hgv$5uBM0Zsc41cB!#Ij){1&yglrd+W^Re}Y% z*4S)TX^`!PNyne%AnVO=dv&|~CS-HB0+1al!IQphvj&z-%5d;$s{~RvBWPpt5BlO+ zOCyw%`Va@;@|?4?CB=m6gbxeg@T%5U>5|kna-9tTFB;iHpCwQQ70jx;X)3td)-&n} z4uWNjN`Dw2xWAl0F9y+DI^8`4sOv7DeRlb;PcA?E*g;Dy)B|w3-RldeMRZl)t->Tw zCph9oaTapTlZS?d5tAbj*O=zWqbOt35Q1%~)UN=*Q!;x?Bc{$6%XLJ={LRdNN1^mm z0n=2_P}0;CcQQG%%xt5~!C^83Uqk7F6B(Etntz;5L{a7G0Mt%#OSH }9>} zWSS!lcBntR{Ua?k=bw%jBJ+*WBGv;6sq>U9ib^btcDLm4-1^X9$6eIZn{*-4fZmPo zKueQyQdT$0h ywt?6}5_&^tC88Myw|tvV){jqjDlB`>dY$G(}*{8;L# z!OJG|n!EDv;r`wUIX>AwI@!BBFq`5jW2M F$s zSsNTVJB#fZWe;#u!=OD8kO7iM?96R9_{y-{t-{h`1B53#svu_?j}nj)xB1b)te~Q2 z9O6+gY*WKS1_9YaK_ewFX8mK&A8hX&JRv6s*2valdQ1$Hvcg1W%-b(Mtwme5z1PB)wzh>FR0 Cg|iDKyFaQ*4vX0-k&U3GZakAc%Bp^|M( z+AuJ@k70i8LW4(g`U{D_F+E%L_ 3arfx034WnK`)RmOhROVM{uxQTv;Bs8r2!P8E{t9s{c;F1G8 zhri0nvwzZUTO)(w5{zTK8qA6j&tRO1Ldw`2OJmF$V_lP{qTubtb|ZuS^?w&Cqiv(M zids-v!blK{&B>c4E9sA%B01#FhtNZ6iR>$#2Rr)@_P{I+r0nG)a)SB=Q2bvHle}ZH zm%1bV#T6cAAWOUjZBYXZG8kBX8m|y6G~JlKe*-*-a&P `)_1ZR3wWqY60#W)+CJix|-;VWrrFi1VX(j`4 zvPY#88asOR+k3V?2u;h4jqD9gVL66X@<}05vRA(+XbyW$EJ)Xr2~Ev6V{a Training and Inference +Fluid + MOBILE diff --git a/develop/doc/search.html b/develop/doc/search.html index e876f4aeb1..7549ec2f03 100644 --- a/develop/doc/search.html +++ b/develop/doc/search.html @@ -152,6 +152,19 @@
Training and Inference +Fluid + MOBILE diff --git a/develop/doc/searchindex.js b/develop/doc/searchindex.js index 29492a1cf7..5107408f8d 100644 --- a/develop/doc/searchindex.js +++ b/develop/doc/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/tensor_array","design/var_desc","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/pip_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_en","howto/index_en","howto/optimization/cpu_profiling","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_raspberry_en","mobile/index_en","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_en","v1_api_tutorials/gan/index_en","v1_api_tutorials/imagenet_model/resnet_model_en","v1_api_tutorials/quick_start/index_en"],envversion:50,filenames:["api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/parameter_average.md","design/parameters_in_cpp.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/tensor_array.md","design/var_desc.md","getstarted/build_and_install/build_from_source_en.rst","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/pip_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","howto/index_en.rst","howto/optimization/cpu_profiling.md","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_raspberry_en.md","mobile/index_en.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_en.md","v1_api_tutorials/gan/index_en.md","v1_api_tutorials/imagenet_model/resnet_model_en.md","v1_api_tutorials/quick_start/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]},"paddle.v2":{image:[15,1,0,"-"]},"paddle.v2.image":{batch_images_from_tar:[15,0,1,""],center_crop:[15,0,1,""],left_right_flip:[15,0,1,""],load_and_transform:[15,0,1,""],load_image:[15,0,1,""],load_image_bytes:[15,0,1,""],random_crop:[15,0,1,""],resize_short:[15,0,1,""],simple_transform:[15,0,1,""],to_chw:[15,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","module","Python module"]},objtypes:{"0":"py:function","1":"py:module"},terms:{"0000x":99,"00186201e":4,"00m":80,"01852v1":8,"03m":80,"0424m":80,"0473v3":9,"055ee37d":86,"0630u":80,"06u":80,"08083v2":8,"0810u":80,"08823112e":4,"0957m":80,"0_cudnn5":66,"0_cudnn5_avx_mkl":69,"0_cudnn7_avx_mkl":69,"0ab":8,"0rc":81,"0rc1":60,"0rc2":60,"0x10f256d50":39,"0x7ffe4de00110":39,"100gb":80,"100gi":86,"10g":30,"10m":80,"1150u":80,"11\u5b9e\u73b0\u4e86c":44,"11e6":87,"12194102e":4,"124n":80,"13m":87,"1490u":80,"15501715e":4,"1550u":80,"15mb":99,"16mb":99,"16u":80,"173m":98,"173n":80,"1770u":80,"18ad":86,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":87,"197u":80,"1gb":80,"1st":[96,98],"210u":80,"211839e770f7b538e2d8":9,"215n":80,"228u":80,"234m":98,"2520u":80,"252kb":99,"25639710e":4,"25k":99,"2680u":80,"27787406e":4,"279n":80,"27m":80,"285m":80,"2863m":80,"28m":80,"28x28":2,"2977m":80,"2cbf7385":86,"302n":80,"30u":80,"32777140e":4,"328n":80,"32u":80,"32x32":14,"331n":80,"3320u":80,"36540484e":4,"365e":86,"36u":80,"3710m":80,"3768m":80,"387u":80,"38u":80,"3920u":80,"39u":80,"4035m":80,"4090u":80,"4096mb":83,"4279m":80,"43630644e":4,"43u":80,"448a5b355b84":87,"4560u":80,"4563m":80,"45u":80,"4650u":80,"4726m":80,"473m":87,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":83,"4yf":8,"50bd":86,"50gi":86,"51111044e":4,"514u":80,"525n":80,"526u":80,"53018653e":4,"536u":80,"5460u":80,"5470u":80,"54u":80,"5690m":80,"573u":80,"578n":80,"5798m":80,"586u":80,"58s":87,"5969m":80,"5_cudnn5_avx_mkl":69,"5delta":8,"6080u":80,"6082v4":8,"6140u":80,"6305m":80,"639u":80,"64m":42,"655u":80,"6780u":80,"6810u":80,"682u":80,"6970u":80,"6ce9":86,"704u":80,"70634608e":4,"7090u":80,"72296313e":4,"72u":80,"73u":80,"75u":80,"760u":80,"767u":80,"783n":80,"784u":80,"78m":80,"7eamaa":14,"7kb":87,"8250u":80,"8300u":80,"830n":80,"849m":80,"85625684e":4,"861u":80,"8661m":80,"892m":80,"901n":80,"90u":80,"918u":80,"9247m":80,"924n":80,"9261m":80,"93137714e":4,"9330m":80,"94u":80,"9530m":80,"96644767e":4,"983m":80,"988u":80,"997u":80,"99982715e":4,"99m":98,"99u":80,"9f18":87,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":33,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":23,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":33,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":33,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":60,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":33,"\u4e0a\u4f20\u65b9\u6cd5":60,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":33,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":24,"\u4e0b\u8f7d":33,"\u4e0b\u8f7d\u5230\u672c\u5730":33,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":44,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":33,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":43,"\u4e0d\u4f7f\u7528c":43,"\u4e0d\u4f7f\u7528swig":43,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":43,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":43,"\u4e0d\u5728":44,"\u4e0d\u5bb9\u6613\u51fa\u9519":33,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":43,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":43,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":43,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":24,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":33,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":60,"\u4e0e\u53ef\u80fd\u6709\u7684":60,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":43,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":44,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":43,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":43,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":60,"\u4e2a\u6027\u5316\u63a8\u8350":60,"\u4e2d":[43,44],"\u4e2d\u5199\u5165json\u5185\u5bb9":23,"\u4e2d\u5b8c\u5168\u4e00\u81f4":43,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":44,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":24,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":33,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":44,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":33,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":44,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":43,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":44,"\u4e5f\u4e0d\u751f\u6210":44,"\u4e66\u5199":43,"\u4eba\u8138\u8bc6\u522b":24,"\u4ec5\u4ec5\u4f7f\u7528":43,"\u4ece":60,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":23,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":23,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":44,"\u4ed6\u662f\u5c06":44,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":43,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":43,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":24,"\u4ee3\u8868shard\u7684index":24,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":24,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":24,"\u4ee5\u4e0b":24,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":33,"\u4ee5\u53canumpi":24,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":23,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":43,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":43,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":24,"\u4f20\u5165":24,"\u4f46":44,"\u4f46\u4e0d\u66b4\u9732":44,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":60,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":60,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":44,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":43,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":24,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":43,"\u4f7f\u7528":[44,60],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":24,"\u4f7f\u7528\u52a8\u6001\u5e93":43,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":23,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":44,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":44,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":23,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":43,"\u4f7f\u7528c":44,"\u4f7f\u7528c99\u505a\u63a5\u53e3":43,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":43,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":43,"\u4f7f\u7528regress":60,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":43,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":43,"\u4f7f\u7528void":43,"\u4f8b\u5982":[24,43,44,60],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":43,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":43,"\u4f8b\u5982\u5bf9\u4e8epython":43,"\u4f8b\u5982c":43,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":43,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":43,"\u4f8b\u5982python\u7684":43,"\u4f9d\u6b21\u7c7b\u63a8":60,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":43,"\u4fee\u590d\u6240\u6709bug\u540e":60,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":60,"\u4fee\u590dubuntu":60,"\u4fee\u6539\u6210":60,"\u505a\u53ea\u8bfb\u6302\u8f7d":24,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":60,"\u505a\u63a5\u53e3":43,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":23,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":44,"\u5176\u4e2d":[43,60],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":44,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":60,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":44,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":44,"\u5177\u4f53\u8bf7\u53c2\u8003":44,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":43,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":43,"\u518d\u57fa\u4e8e":60,"\u5199\u4ee3\u7801":43,"\u5199\u5165\u5feb\u7167\u6570\u636e":23,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":24,"\u51fd\u6570\u540d\u4e3a":44,"\u51fd\u6570\u547d\u540d":43,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":23,"\u5206\u652f":60,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":60,"\u5206\u652f\u4e2d":60,"\u5206\u652f\u4e3a\u5f00\u53d1":60,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":60,"\u5206\u652f\u4e3a\u7a33\u5b9a":60,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":60,"\u5206\u652f\u5408\u5165":60,"\u5206\u652f\u5408\u5165master\u5206\u652f":60,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":60,"\u5206\u652f\u540d\u4e3a":60,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":60,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":60,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":60,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":60,"\u5206\u7247":23,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":23,"\u5219\u5ffd\u7565":23,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":23,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":44,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":23,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":23,"\u5230":23,"\u529f\u80fd":33,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":60,"\u52a8\u6001\u5e93":43,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":44,"\u5305\u62ec":24,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":23,"\u534f\u540c\u5b8c\u6210releas":60,"\u5355\u4e2a\u503c":24,"\u5355\u70b9\u6545\u969c":23,"\u5373":44,"\u5373\u4f7f\u7528":44,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":44,"\u5373\u4f7fc":44,"\u5373\u4f8b\u5982":44,"\u5373\u4fbfpaddl":44,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":44,"\u5373\u66b4\u9732":44,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":43,"\u53c2\u6570":43,"\u53c2\u8003":[33,43],"\u53cc\u5411\u9a8c\u8bc1":33,"\u53d1\u5e03\u5230dockerhub":60,"\u53d1\u5e03\u5230github":60,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":23,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":44,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":43,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":23,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":23,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":43,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":24,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":23,"\u53ef\u4ee5\u7528":33,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":24,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":60,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":23,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":23,"\u540c\u65f6\u518d\u5c06":60,"\u540c\u65f6\u63d0\u8d77":60,"\u540d\u5b57\u4fee\u9970":43,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":23,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":60,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":43,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":23,"\u548c":[24,43,44,60],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":24,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":23,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":23,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":43,"\u56fe\u50cf\u5206\u7c7b":60,"\u5728":[44,60],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":23,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":24,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":60,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":23,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":44,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":24,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":23,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":44,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":23,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":23,"\u5728\u672c\u6587\u6863\u4e2d":33,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":24,"\u5728\u6837\u4f8b\u4e2d":44,"\u5728\u7528\u6237\u4f7f\u7528c":44,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":24,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":60,"\u5728\u8fd9\u4e2a":60,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":43,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":60,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":44,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":44,"\u5728c":43,"\u5728c\u7684\u5934\u6587\u4ef6":43,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":24,"\u5728paramet":23,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":44,"\u5747\u662f\u5728":44,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":33,"\u591a\u4e2a\u503c":24,"\u591a\u4e2aparamet":23,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":43,"\u5982\u56fe\u4e2dtrainer":23,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":23,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":43,"\u5982\u679c\u5931\u8d25":60,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":23,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":23,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":24,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":60,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":44,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":44,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":44,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":23,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":43,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":60,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":43,"\u5982\u679cparamet":23,"\u5b57\u7b26\u4e32":24,"\u5b58\u50a8":24,"\u5b66\u4e60\u6210\u672c\u9ad8":43,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":24,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":44,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":33,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":24,"\u5b9e\u73b0\u7b80\u5355":43,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":43,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":43,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":43,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":43,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":44,"\u5bf9\u4e8e\u6bcf\u79cdc":44,"\u5bf9\u6bd4":43,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":44,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":60,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":44,"\u5c06":60,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":23,"\u5c06\u5927\u91cf\u7684":43,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":60,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":60,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":43,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":23,"\u5e73\u5747\u6545\u969c\u7387":23,"\u5e76\u4e14\u4f7f\u7528":44,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":43,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":33,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":33,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":43,"\u5e76\u5220\u9664":60,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":23,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":23,"\u5e76\u53d1\u5e03\u5230pypi":60,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":24,"\u5e76\u5c06c":44,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":23,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":43,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":24,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":60,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":60,"\u5efa\u8bae":60,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":44,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":60,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":60,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":60,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":23,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":44,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":60,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":44,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":33,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":43,"\u5f97\u4f7f\u7528":43,"\u5fc5\u8981":44,"\u60c5\u611f\u5206\u6790":60,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":44,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":43,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":24,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":33,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":43,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":33,"\u6211\u4eec\u9009\u62e9":24,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":24,"\u6216\u8005":[43,44],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":23,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":24,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":24,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":23,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":33,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":44,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":44,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":44,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":43,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":44,"\u628a":24,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":24,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":23,"\u63a5\u53e3":[43,44],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":44,"\u63a5\u53e3\u662f":24,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":33,"\u63a7\u5236\u7528\u6237\u6743\u9650":24,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":33,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":33,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":33,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":24,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":33,"\u6570\u636e":33,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":43,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":33,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":24,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":24,"\u6587\u4ef6":43,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":33,"\u6587\u4ef6\u5185\u5bb9\u4e3a":43,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":23,"\u6587\u4ef6\u5bf9\u5e94\u7684data":24,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":33,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":60,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":60,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":33,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":43,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":24,"\u65e0\u8bba\u662f\u4ece":24,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":24,"\u65f6":23,"\u662f":33,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":43,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":44,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":43,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":44,"\u662f\u56e0\u4e3ac99\u652f\u6301":43,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":33,"\u662f\u6307":44,"\u662f\u7528\u6237\u4f7f\u7528c":44,"\u662fc":44,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":23,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":44,"\u6700\u540e\u5220\u9664":60,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":43,"\u6709\u6807\u51c6\u7684":43,"\u6709\u7684\u65f6\u5019":43,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":60,"\u672c\u6587\u6863\u63cf\u8ff0paddl":44,"\u673a\u5668\u7ffb\u8bd1":60,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":23,"\u6765\u786e\u4fdd\u628a":43,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":43,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":24,"\u6765\u8fdb\u884c\u8ba8\u8bba":44,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":60,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":23,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":23,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":23,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":43,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":23,"\u6bcf\u4e00\u4e2a":60,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":24,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":24,"\u6bcf\u4e2adata":24,"\u6bcf\u4e2aparamet":23,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":23,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":24,"\u6bcf\u969410\u5206\u949f":23,"\u6bd4\u5982":24,"\u6bd4\u5982\u5c06":60,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":23,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":24,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":24,"\u6ce8":23,"\u6d4b\u8bd5docker\u955c\u50cf":60,"\u6d6e\u70b9\u578b\u6570\u636e":24,"\u7136\u540e\u5728etcd\u7684":23,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":33,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":33,"\u7248\u672c\u5206\u652f":60,"\u7248\u672c\u53f7":60,"\u7248\u672c\u53f7rc":60,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":60,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":43,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":24,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":24,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":43,"\u751f\u6210\u6587\u6863":43,"\u751f\u6210\u7684":24,"\u751f\u6210\u7ed9\u5b9a":24,"\u751f\u6210api\u6587\u6863":43,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":33,"\u7528":33,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":24,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":24,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":44,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":24,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":44,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":24,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":33,"\u7528\u6237\u901a\u8fc7c":44,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":23,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":23,"\u7531\u4e8ec":43,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":33,"\u7531\u4e8epypi":60,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":33,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":43,"\u7684\u5934\u6587\u4ef6":43,"\u7684\u63a5\u53e3\u6837\u5f0f":43,"\u7684\u6570\u636e\u6d41\u56fe":24,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":43,"\u7684\u7f29\u5199":33,"\u7684\u89c4\u8303":43,"\u7684\u89d2\u5ea6":24,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":24,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":23,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":43,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":33,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":43,"\u76ee\u5f55\u4e0b":44,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":43,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":44,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":43,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":43,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":43,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":23,"\u79bb\u7ebf\u6279\u5904\u7406":24,"\u7b2c\u4e00\u4e2atag\u4e3a":60,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":60,"\u7b2c\u4e8c\u4e2a\u4e3a":60,"\u7b49":44,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":44,"\u7b49\u6587\u4ef6":44,"\u7c7b\u4f3c":44,"\u7c7b\u540d\u548cc":43,"\u7c7b\u578b":43,"\u7ea2\u697c\u68a6":96,"\u7ed3\u8bba":43,"\u7edf\u4e00\u7528":24,"\u7f16\u8bd1\u5668\u6ca1\u6709":43,"\u7f16\u8bd1\u578b\u8bed\u8a00":43,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":60,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":60,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":60,"\u7f16\u8bd1c":44,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":60,"\u7f16\u8bd1ubuntu\u7684deb\u5305":60,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":44,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":43,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":44,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":33,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":23,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":43,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":43,"\u800c\u5bf9\u4e8egolang":43,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":43,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":44,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":24,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":43,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":23,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":44,"\u826f\u597d\u7684\u6587\u6863":43,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":23,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":44,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":43,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":43,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":23,"\u8ba9paddle\u6838\u5fc3\u4e2d":44,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":23,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":60,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":60,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":60,"\u8bbe\u7f6e":44,"\u8bc6\u522b\u6570\u5b57":60,"\u8bcd\u5411\u91cf":60,"\u8be6\u7ec6\u8bbe\u8ba1":33,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":60,"\u8bf4\u660e":23,"\u8bf7\u53c2\u8003":44,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":24,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":23,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":60,"\u8fd8\u662f\u4ece":24,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":44,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":44,"\u8fd9\u4e09\u4e2a\u5206\u652f":60,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":44,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":44,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":44,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":43,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":43,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":44,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":44,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":44,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":44,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":24,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":24,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":43,"\u8fd9\u662f\u56e0\u4e3a":43,"\u8fd9\u6837":44,"\u8fd9\u6837\u4fdd\u8bc1":60,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":24,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":33,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":43,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":23,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":60,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":33,"\u901a\u5e38":44,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":23,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":44,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":33,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":60,"\u90a3\u4e48":44,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":24,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":43,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":33,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":23,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":43,"\u91cd\u547d\u540d\u6210":43,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":43,"\u9519\u8bef\u5904\u7406":43,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":43,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":43,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":44,"\u9700\u8981":24,"\u9700\u8981\u4fee\u6539build":60,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":33,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":44,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":60,"\u9700\u8981\u5f15\u7528":44,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":43,"\u9700\u8981\u6ce8\u610f\u7684\u662f":60,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":44,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":60,"\u9ed8\u8ba4256k":33,"abstract":[48,59,61,75,83],"api\u4e2d\u4f7f\u7528":43,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":44,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":44,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":44,"api\u63a5\u53e3":33,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":44,"api\u65f6":44,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":44,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":44,"api\u66b4\u9732\u7684\u7c7b\u578b":44,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":44,"api\u7684\u5b9e\u4f8b":44,"api\u7684\u5b9e\u73b0\u7ec6\u8282":44,"api\u7684\u63a5\u53e3":44,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":44,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":44,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":44,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":44,"block\u6784\u6210\u4e00\u4e2amodel":23,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":60,"boolean":[34,40,43],"break":[13,21,64,99],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":60,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":60,"byte":[15,33,42],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":43,"c\u6709\u6807\u51c6\u7684abi":43,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":43,"case":[8,25,44,48,51,53,54,57,72,75,76,80,84,86,94,97,99],"char":27,"class":[4,5,6,7,8,9,10,11,13,14,17,18,20,31,35,36,38,39,41,43,46,47,50,54,57,58,59,61,62,63,64,77,82],"const":[20,25,27,35,41,49,51,58,61,63,64,75,76,77],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":44,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":44,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":44,"core\u6982\u5ff5":44,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":24,"deb\u5305":60,"deb\u5305\u7f16\u8bd1\u95ee\u9898":60,"default":[2,6,7,8,9,10,11,13,14,15,17,18,20,21,37,41,42,45,51,52,61,62,63,65,66,67,69,73,74,76,79,81,83,85,86,87,91,92,94,99],"enum":[25,27,50,62,63,65],"export":[39,67,81],"final":[8,9,19,39,45,46,64,75,76],"float":[2,6,7,8,10,13,35,41,63,75,76,77,80,85,96,98],"function":[2,4,8,9,13,18,20,22,26,27,28,30,31,35,38,41,45,46,48,49,50,51,53,54,55,57,58,59,61,63,64,72,75,76,77,79,80,81,83,94,97,99],"golang\u53ef\u4ee5\u4f7f\u7528":43,"golang\u7684":43,"h\u5e76\u4e0d\u56f0\u96be":43,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":24,"import":[2,4,7,8,18,20,21,37,39,40,45,46,50,55,61,69,70,72,76,80,81,86,92,96,97,98,99],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":33,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":24,"instance\u5305\u6db5\u4e24\u4e2a\u503c":24,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":24,"int":[2,6,7,8,9,13,14,15,20,25,26,27,30,40,41,43,44,50,52,53,62,63,64,65,75,77,81,85,99],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":43,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":60,"long":[1,8,9,13,80],"model\u505a\u5206\u652f\u7ba1\u7406":60,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":24,"new":[2,8,13,19,20,21,22,25,26,27,28,29,35,46,48,52,53,54,56,57,59,63,64,70,73,74,78,86,87,94,97,99],"note\u7684\u4e66\u5199":60,"null":[39,75,83],"org\u76ee\u524d\u9075\u5faa":60,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":43,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":43,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":43,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":43,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":44,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":43,"paddle\u7684c":44,"paddle\u8bad\u7ec3\u4efb\u52a1":24,"paddle\u8def\u5f84\u4e0b":44,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":43,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":44,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":43,"paddle_\u7c7b\u578b\u540d":44,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":44,"paddlepaddle\u4f7f\u7528git":60,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":60,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":24,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":60,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":60,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":60,"patch\u53f7":60,"patch\u53f7\u52a0\u4e00":60,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":33,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":33,"pfsserver\u63d0\u4f9brest":33,"public":[14,20,35,36,41,58,61,63,64,75,76,77,81,86,87],"py\u4e2d":60,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":60,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":24,"reader\u8f93\u51fa\u7684data":24,"release\u9875\u9762":60,"return":[2,6,7,8,9,11,13,14,15,17,18,19,20,24,25,27,30,31,35,36,37,39,41,45,46,47,50,51,52,54,56,58,61,63,64,72,75,76,77,86,97,98,99],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":24,"server\u4e4b\u4e0a":23,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":23,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":23,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":23,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":23,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":23,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":23,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":23,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":23,"server\u751f\u6210\u4e00\u4e2auuid":23,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":23,"server\u7684\u6570\u636e\u5feb\u7167":23,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":23,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":23,"short":[8,9,35,37,52,61,64,76],"static":[17,27,44,61,63,86,94],"super":[52,75],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":43,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":43,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":43,"swig\u76f4\u63a5\u8bfb\u53d6c":43,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":43,"switch":[20,44,56,86],"tag\u4e3a":60,"throw":86,"true":[2,6,7,8,9,10,11,13,15,17,18,20,25,40,47,50,51,53,63,64,72,75,81,83,85,86,98],"try":[21,22,25,26,27,39,53,61,67,69,73,80,97],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":44,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":60,"var":[20,36,38,40,47,50,51,52,57,61,64],"void":[20,25,27,35,36,41,42,43,44,50,51,62,63,75,76,77],"wheel\u5305":60,"while":[1,2,6,13,20,29,39,46,48,49,53,59,61,72,76,77,83,97,99],AGE:[86,87],AWS:[13,24,78,88,89],And:[2,7,8,10,13,14,15,17,19,25,29,30,32,37,39,53,61,72,85,86,87,96,98],But:[2,8,9,13,19,36,61,69,74,81,94],EOS:8,For:[1,2,7,8,9,10,13,17,18,20,26,27,28,30,31,36,38,41,42,45,46,48,49,50,51,52,53,54,56,57,58,59,62,63,65,66,67,70,72,74,75,76,77,79,80,82,83,85,91,92,94,96,98,99],Has:2,IDE:73,IDs:[14,29,46,99],IPs:81,IRs:54,Ids:99,Into:86,Its:[2,7,62,72,76,86],K8s:94,NMS:8,NOT:[52,76],Not:[18,22,69,94],ONE:2,OPs:[54,55],One:[7,9,17,19,29,42,56,61,72,75,83,97,99],Ops:[57,59,63,76],PFS:33,QoS:87,Such:[41,52,64],THE:2,TLS:[18,33,86],That:[8,13,67,83,85],The:[1,2,4,5,6,7,8,9,10,13,14,15,17,18,19,21,22,26,28,29,30,31,32,34,35,39,42,44,45,46,48,50,51,52,53,54,55,56,59,61,62,63,64,65,67,69,72,73,74,75,76,77,79,80,81,83,85,86,87,91,95,96,97,98,99],Their:[2,8,22],Then:[4,8,9,36,41,51,66,67,69,72,75,79,80,81,86,87,96],There:[7,8,14,17,18,20,21,22,27,29,30,34,35,39,45,46,48,49,52,54,59,61,62,76,80,86,91,97,98,99],These:[7,15,20,35,38,47,59,62,63,66,81,85],Use:[2,7,13,18,34,53,57,66,75,79,80,83,84,86,92],Used:[9,57],Useful:2,Using:[22,48,53,57,59,61,68,73,77,87],VMs:73,VPS:86,WITH:92,Will:[13,17],With:[2,8,9,50,64,97],YES:30,Yes:[67,73],___fc_layer_0__:86,__align__:35,__cuda_align__:35,__device__:35,__doc__:63,__file__:30,__forceinline__:35,__fp16:35,__global__:35,__gradient_machines__:17,__hadd:35,__half:35,__half_raw:35,__impl__:63,__init__:[31,37,47,52,64,75,79],__main__:[37,98],__metaclass__:76,__name__:[37,98],__param_conf__:17,__rnn_step__:72,__tmp_params__:17,__va_args__:58,__x:35,_binari:21,_create_global_var:52,_dtype:39,_error:97,_librari:21,_link:9,_loss:37,_op:[39,76],_proj:8,_res2_1_branch1_bn:98,_source_language_embed:[72,96],_target_language_embed:[72,96],_test:21,_update_op:31,_value_index:39,a75:35,a_op:76,aaaaa:24,aaaaaaaaaaaaa:86,abbrevi:15,abc:8,abi:91,abil:37,abl:[8,18,41,47,52,54,56,65,94,97],about:[4,8,9,15,20,21,30,34,45,53,54,61,63,67,69,70,76,79,80,82,83,86,91,92],abov:[2,4,7,8,18,20,21,22,26,35,36,38,45,46,47,48,50,52,54,56,63,64,67,68,70,73,74,76,77,79,80,86,87,91,94,97,98,99],abs:[8,9,19,37,97],abs_numerical_grad:19,absolut:[1,67,91,92],absp:8,acceler:[8,23,48,67,85],accept:[2,4,6,8,13,18,57,91,99],access:[1,8,9,18,21,26,29,30,52,54,69,72,81],accessmod:86,accessor:52,accord:[1,2,7,8,15,19,27,38,46,54,55,57,64,76,81,82,83,85],accordingli:[4,7,8,75],account:[57,74,94],accrodingli:25,accumul:[22,27,31,48],accur:[19,29],accuraci:[7,31,75,99],achiev:[48,80],ack:83,across:[8,13,45],act1:39,act2:39,act:[8,9,20,39,46,52,54,56,64,70,72,99],act_output:63,act_typ:[39,99],action:[54,86],activ:[4,9,16,21,39,46,52,54,59,63,70,72,75,77,83,99],activi:9,actual:[2,8,25,37,39,48,63,77],adadelta:99,adagrad:[48,62,99],adagradoptim:47,adam:[18,27,37,99],adamax:99,adamoptim:[96,99],adapt:[7,10,17],add:[2,8,9,13,17,19,20,21,25,29,31,35,36,40,47,48,51,52,54,55,57,59,61,66,73,74,75,76,77,80,85,92,99],add_activ:52,add_bia:52,add_depend:21,add_execut:21,add_input:[45,75],add_memori:45,add_output:45,add_scalar:[20,46,50],add_sum:52,add_test:[21,75],add_two:[20,45],add_unittest_without_exec:75,addattr:[63,76],addbia:75,addcom:[63,76],added:[2,7,8,17,20,35,48,55,59,74,75,76],adding:[59,74,98],addinput:[63,76],addit:[8,9,57,59,64,76,77,99],addition:45,addop:[36,77],addoutput:76,addr:22,address:[22,27,54,56,67,80,81,83,94],addrow:75,addtolay:8,addtyp:63,admin:94,administr:[29,73,94],adopt:[35,37],advanc:[19,72,80,83],advantag:[19,35,48,53,81],adversari:[37,53],advic:80,affect:[8,20],affili:46,afford:26,afi:2,aforement:21,after:[8,9,14,15,20,21,26,27,29,34,35,49,52,54,55,66,67,72,74,75,76,77,79,81,83,85,86,87,91,97,98,99],again:[18,22,48,80],against:86,age:14,agg_level:8,aggreg:[31,86],ago:21,aid:80,alexnet_pass1:85,alexnet_pass2:85,algorithm:[8,10,26,46,48,59,72,96],alia:[5,6,8],align:[8,9,13],all:[2,6,7,8,17,18,20,21,22,25,27,29,30,32,34,37,38,39,42,44,45,46,47,48,50,52,54,56,57,63,67,72,73,75,77,80,81,82,83,85,86,87,91,92,94,96,97,98,99],alloc:[6,27,30,75,77,85],allow:[18,27,48,54,59,74,75,80,83,86,99],allow_only_one_model_on_one_gpu:[82,83,85],almost:[73,81,96],along:15,alpha:[21,59],alreadi:[21,22,52,54,55,61,67,80,81,83,86,87,92],alreali:82,also:[1,2,8,9,14,18,20,21,25,28,35,36,37,38,39,45,46,48,49,50,51,52,53,59,61,63,64,66,67,69,72,73,75,76,80,81,87,91,94,97,98,99],altern:[76,79],altogeth:94,alwai:[4,8,9,17,21,42,56,62,83,86],amazon:[86,87,99],amazonaw:86,amazonec2fullaccess:86,amazonelasticfilesystemfullaccess:86,amazonroute53domainsfullaccess:86,amazonroute53fullaccess:86,amazons3fullaccess:86,amazonvpcfullaccess:86,ambigu:53,amd64:86,amend:74,amnih:8,among:86,amount:80,analysi:[79,80],analyz:99,ancestor:[50,52],andd:86,android:[92,93],android_abi:91,android_api:91,android_arm_neon:91,android_native_api_level:91,android_standalone_toolchain:91,android_toolchain:91,angl:8,ani:[1,2,8,9,13,18,21,22,27,29,30,35,41,42,46,48,52,53,54,55,56,58,59,66,73,76,77,80,81,86,92,99],annoi:81,announc:35,anoth:[2,8,13,17,18,20,30,46,52,61,63,73,83,86],anroid_arm_mod:91,ans:86,answer:[74,86],anyth:[13,46,53,86],anytim:37,anywai:[79,91],api:[14,17,18,21,27,28,30,31,33,36,37,39,45,49,57,60,64,65,66,69,75,76,79,80,81,86,90,91,92,94,95,97,99],api_shar:21,api_test:21,api_trainer_config_helpers_lay:72,apiserv:86,apivers:[86,87],appear:38,append:[2,13,17,31,46,52,53,72,74,75,81],append_backward:79,append_backward_op:47,append_gradient_machin:17,append_op:52,append_oper:52,appleyard:80,appli:[8,37,38,61,72,75,99],applic:[35,38,52,57,74,76,79,80,81,86,87,94],applyl1:25,appoint:76,appreci:74,approach:[8,48,49,54,55,59,91,92,94],appropri:54,approxim:48,apt:[67,79],arbitrari:[8,42,54,77],arch:91,architectur:[35,66,81,91,96],archiv:[14,43,44],area:37,arg:[2,7,9,39,47,63,76,82,97,98,99],arg_nam:8,argu:51,argument:[2,4,8,13,15,20,25,26,47,49,51,52,56,66,72,74,75,83,84,96,97,98],argv:98,arithmet:35,arm64:91,arm64_standalone_toolchain:91,arm:[35,91,92],arm_standalone_toolchain:91,armeabi:91,armv7:35,armv8:35,arn:86,around:[2,8,29,52,86,94],arrai:[4,6,8,13,15,17,27,38,46,50,52,53,57,64,76,98],arrang:64,arrow:37,articl:[38,73,81,87,92],artifact:[69,86],artifici:97,arxiv:[8,9,37,97],as_row_vector:8,as_step_input:20,asgd:48,ask:[22,29,73],assign:[7,8,26,35,77,81,83,86,94],associ:[49,58,77],assum:[7,8,20,54,67,72,85,96],assumpt:54,assur:1,astyp:[53,76,97],asyc:22,async:[22,82],async_count:83,async_lagged_grad_discard_ratio:83,async_lagged_ratio_default:[82,83],async_lagged_ratio_min:[82,83],asynchron:[22,81,83],att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,20,39,50,51,52,63,72,76],attr_map:63,attrdesc:50,attribut:[2,8,9,16,20,50,55,57,61,63,64,75,76,96],attributemap:76,attrproto:63,attrtyp:[50,63,76],attrvalu:63,auc:[31,82],aucvalidationlay:83,authent:86,author:[33,86,98],auto:[20,25,43,51,57,61,64,66,74,75,76,77,80],autom:[81,86],automat:[8,18,27,36,47,54,55,57,63,66,72,74,75,76,79,81,82,83,86],avail:[22,27,35,55,56,69,86,94],averag:[7,8,11,17,26,83,98,99],average_test_period:[82,83],avg:[80,99],avgcost:99,avgpool:[8,99],avoid:[19,20,22,48,49,54,66,80],avx2:66,avx:[66,67],await:87,awar:[18,31,45,52,73,79,86,91],awk:81,aws:33,aws_account_id:86,awsaccountid:86,awskeymanagementservicepowerus:86,axi:8,axis:8,aync:55,b2t:96,b363:87,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:87,ba5f:86,back:[2,8,17,22,35,37,48,54,67,76],background:[7,8,59,81],background_id:[7,8],backpropag:19,backward:[5,8,9,19,20,25,27,37,47,48,49,51,58,59,72,75,83,85],backward_first:72,backward_op:19,backwardactiv:75,bag:99,baidu:[87,96],baik:96,bake:54,balanc:[55,83,86,97],bandwidth:35,bare:[87,94],barrier:[81,83],barrierstatset:80,basci:39,base:[7,8,11,13,14,18,26,31,35,41,47,48,54,57,58,59,64,72,73,75,76,79,80,83,86,91,96,97,99],baseactiv:9,baseev:17,basematrix:75,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,17],bash:[66,67,73,81,86,87],basic:[2,8,17,39,50,54,57,58,64,75,99],batch:[2,8,9,13,15,17,18,20,22,24,25,31,37,40,45,46,48,64,74,75,83,86,87,97,98,99],batch_0:98,batch_id:[17,37],batch_im:37,batch_images_from_tar:15,batch_label:37,batch_norm:37,batch_norm_lay:9,batch_norm_typ:8,batch_read:[24,53],batch_siz:[2,13,37,46,96,97,99],batch_szi:37,batch_z:37,batchnorm:37,batchsiz:[8,75],bazel:21,bbbbb:24,bbox:[7,8],bcd:8,bcebo:14,bcm2708:92,bdist_wheel:60,beacus:39,beam:[8,72,83],beam_gen:[8,72],beam_search:[17,46,72],beam_siz:[8,46,72,82,83,85],becaus:[4,7,8,14,18,20,21,22,27,35,46,49,52,53,59,61,62,64,65,72,73,75,77,79,85,86,91,99],becom:[55,61,80],been:[2,8,9,21,26,73,74,99],befor:[4,8,9,22,29,34,38,48,49,53,59,66,67,74,76,79,86,91,94],begin:[4,7,8,25,27,31,34,38,46,75,81],beginiter:[17,18],beginn:72,beginpass:[17,18],begintrain:18,behavior:80,behind:64,being:[29,51,53,77,79,97],belong:[7,8,54,61],below:[2,8,20,22,27,35,42,49,53,54,55,59,64,65,66,69,72,75,80,81,86,91,97,99],benchmark:42,benefit:[9,29,30,46],besid:[1,8,14,54,69],best:[21,67,73,83,99],besteffort:87,beta1:10,beta2:10,beta:[37,98],better:[9,21,46,86,94,97],between:[7,8,15,17,21,22,27,35,44,49,54,55,56,58,61,67,76,77,86,97,99],bgr:[15,98],bi_gru:9,bi_lstm:9,bia:[8,9,46,52,72,75,98],bias:[8,75],bias_attr:[8,9,52,72],bias_param_attr:9,biases_:75,biasparameter_:75,biassiz:75,bidi:87,bidirect:[8,9,72],big:[55,80,94],bigger:22,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:80,bin:[67,81,86,87],binari:[2,7,8,13,21,30,35,37,42,54,66,68,69,73,79,80,86,96,99],bind:[35,36,61],bit:[35,99],bla:67,black:37,blank:[8,86],block:[8,23,25,27,31,32,41,45,47,54,55,75,76,77,80,83,98],block_i:8,block_id:32,block_x:8,blockdesc:[20,38,52,57],blockdescbind:41,blueprint:46,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,57,72,95],bool:[2,6,7,8,9,10,11,13,15,17,20,35,40,51,52,62,63,64,65,75,83,85,99],boot:[8,72,94],boot_bia:8,boot_bias_active_typ:8,boot_lay:72,boot_stat:64,boot_with_const_id:8,bootstrapp:94,borrow:[37,64],bos_id:[8,72],both:[5,6,8,9,15,18,20,21,22,29,35,37,41,46,51,54,55,62,72,75,76,77,80,81,86,97,98,99],bottleneck:[80,98],bottom:17,bound:8,boundari:54,boundri:7,bow:99,box:[8,37,80],brace:[20,38],brain:29,branch:[8,18,20,21,40,50,54,60,69,74,76],breadth:83,break_if:64,brief:[21,27,35,77],briefli:80,bring:77,broadcast:[22,57,94],broken:74,browser:[67,79,86],bsd:73,bucket_nam:86,buddy_alloc:74,buf:25,buf_siz:13,buffer:[2,13,25,42,48,53,61,83],buffer_s:13,buffered_read:53,bufsiz:13,bug:[74,86],build:[8,14,21,30,38,39,48,54,59,60,63,67,69,70,74,76,79,81,83,86,88,89,93,96,98,99],build_android:91,build_dict:14,build_model:37,builder:74,built:[21,35,54,63,64,66,69,73,79,91,92,94,97],bunch:[42,80,81,99],button:[74,86],c11:43,c703c041:74,c99:44,c99e:86,cach:[35,54,66,99],cache_pass_in_mem:[2,99],cachetyp:[2,99],cacul:[9,31,81],caff:20,caffe2:20,calc_batch_s:2,calcul:[2,7,8,9,19,22,27,31,35,67,72,75,80,81,83,85,97],call:[2,7,8,9,13,17,18,19,20,25,26,27,28,30,37,38,45,46,47,52,54,57,58,61,63,64,70,72,73,75,76,77,79,80,81,83,86,98,99],callabl:[2,6,8,13,14],callback:75,caller:[19,79,86],can:[1,2,4,6,7,8,9,13,14,15,17,18,19,20,21,22,25,26,29,30,35,36,37,38,39,41,45,46,47,48,50,51,52,53,54,55,56,57,58,59,63,64,66,67,68,69,70,72,73,74,75,76,77,79,80,81,82,83,85,86,87,91,92,94,96,97,98,99],can_over_batch_s:2,cancel:29,candid:[8,46],cannot:[56,57,61,64,75,76],cantain:39,capabl:[35,49,57],capac:[59,86],capi:[43,66],capi_prvi:44,caption:46,captur:[8,81],card:81,care:[9,30,53,67,82,83,94],carefulli:[83,98],caret:17,carpedm20:37,cast:35,cast_to_op_attr:63,cat:[13,15,67,81,98],categori:[8,14,22,99],categorig:14,categoryfil:87,caus:[22,34,69,76],caution:[86,87],cburg:8,cc_:21,cc_binari:21,cc_test:21,cclient:28,cde:8,cdn:14,ceil:8,ceil_mod:8,cell:[8,9],center:[2,15],center_crop:15,cento:[66,69,70,94],central:59,ceph:[13,24,87],cephf:[24,30,33],certain:[1,47,61,82],certif:[18,33,86],cffi:43,cfg:87,cgo:43,chain:[13,38,75],challeng:[8,22,40],chanc:[18,35,75,99],chang:[8,14,21,26,30,49,50,53,58,61,66,72,74,75,76,77,80,81,83,86,91,99],channel:[8,9,15,80,98],channel_shar:8,channl:98,chapter:[45,46],chapter_data:45,chapter_out:45,charact:99,characterist:85,check:[2,13,20,21,51,57,66,69,74,76,83,85,86],check_align:13,check_attr:63,check_eq:75,check_fail_continu:2,check_grad:[19,76],check_l:75,check_sparse_distribution_batch:[82,83],check_sparse_distribution_in_pserv:[82,83],check_sparse_distribution_ratio:[82,83],check_sparse_distribution_unbalance_degre:[82,83],check_styl:74,checker:57,checkgrad:83,checkgrad_ep:83,checkmark:94,checkout:74,checkpoint:[51,55],checksum:33,child:20,china:67,chmod:86,choic:[21,67],choos:[32,66,67,68,73,83,91,99],chosen:[1,37],chunk:[26,33,97],chunk_schem:7,chunktyp:7,chw:15,cifar:97,circl:38,claim:86,claimnam:86,clang:[35,43,74,91],clarifi:7,clariti:46,classfic:98,classic:8,classif:[2,4,8,38,85,98,99],classifi:[8,37,97,98,99],classification_cost:[54,99],classification_error_evalu:[7,97,99],classification_evalu:7,claster:86,clean:[4,20,21,49,57,66,73,74],clear:[7,21,46,49,61,92],clearer:[49,52],clearli:61,cli:86,click:[69,74,79,80,86],client:[25,28,57],clip:[6,9,83,99],clock:8,clone:[8,66,73,74,79,91,92],close:[2,53,56,74],cloud:[21,22,30,33,34,56,57,94],cloud_read:13,cls:99,cludform:86,cluster:[13,17,18,20,22,27,54,56,82,83,87,99],cluster_test_fil:81,cluster_train:81,cluster_train_fil:81,cluster_train_v2:81,cm469:86,cmake:[44,66,73,74,75,76,79,80,91],cmake_build_typ:[79,91,92],cmake_install_prefix:91,cmake_system_nam:[91,92],cmakelist:[21,75],cmatrix:[43,44],cmd:[13,87],cname:86,cnn:[8,87,98,99],coars:36,code:[2,4,8,13,18,21,29,32,35,36,37,38,42,47,48,49,51,53,54,55,57,58,59,63,64,66,67,69,70,72,75,76,77,78,80,81,86,87,97,99],codebas:[57,74],coeff:8,collabor:22,collect:[8,14,17],collectbia:75,color:[15,98],colour:14,column:[7,8,38,53,56,75,79,96],column_evalu:7,com:[8,9,14,21,37,66,73,74,79,86,87,91,92,94,98],combin:[7,8,9,13,17,47,57,61,97],come:[31,50,54,64],comma:[17,27,83,96],command:[1,4,13,21,25,30,34,66,67,69,70,73,74,75,76,78,79,80,86,87,88,89,91,92,96,97,98],commandlin:80,commenc:99,comment:[21,39,63,74,76,99],commit:[21,74],common:[15,24,59,72,75,82],commonli:[34,59,72,79,80,85,92],commun:[22,27,28,54,55,74,75,81,86],compar:[19,21,57,73,75,76,97,99],comparison:21,compat:[2,35,36],competit:97,compil:[8,21,39,41,54,58,62,63,65,73,75,81],complaint:21,complet:[4,8,9,14,17,20,22,26,27,33,38,42,57,68,75,76,77,79,86,87,94,99],complex:[1,2,9,29,46,57,72,80,99],complic:[8,36,53,54,64],compon:[39,54,64,75],compos:[13,18,36,39,45,52,57,97],composenotalign:13,composit:36,compress:26,compromis:73,comput:[8,9,18,19,22,35,39,42,47,48,54,55,56,58,61,65,67,72,73,74,75,76,79,80,81,85,86,91,92,99],computation:[8,72],computationgraph:39,concat:[37,72],concaten:[8,9,37,45,64],concentr:57,concept:[2,7,18,36,37,39,45,46,48,49,50,56,61,64,65,72],conceptu:[37,39],concern:[18,31],concis:[37,64],conclud:76,concret:[57,76],concurr:[22,29,55,81],concurrentremoteparameterupdat:83,cond:[20,40,50],condit:[8,26,40,54,72,87],condtion:37,conduct:80,conf:[4,8,81,96,97,98],conf_paddle_gradient_num:86,conf_paddle_n:86,conf_paddle_port:86,conf_paddle_ports_num:86,conf_paddle_ports_num_spars:86,confid:8,confidence_threshold:8,config:[2,6,8,24,34,46,75,82,83,86,87,94,96,97,98,99],config_:[25,83],config_arg:[82,83,85,98,99],config_bas:[7,8,17],config_lay:75,config_len:27,config_pars:[4,75],config_proto:27,configur:[0,1,2,4,8,17,25,27,29,30,39,52,55,70,71,73,74,75,76,77,80,81,83,91,92,94,96,98],confirm:34,conflict:[61,74],confus:[15,37],congest:83,conll:14,connect:[1,9,30,54,55,75,81,86,87,94,97,98,99],connectionist:8,consequ:[8,9],consid:[7,8,51,73,80,85,94],consider:[2,8,9],consist:[7,8,14,15,26,42,50,53,57,58,63,76,98,99],consol:[80,86],consolid:20,const_cast:76,constant:[8,39,41,56,75,76],constraint:[54,61],construct:[2,4,7,18,39,45,52,57,61,63,65,72],constructbackwardgraph:38,constructoptimizationgraph:38,constructor:[35,52,57,61,63,75,76],consum:[22,79],contact:29,contain:[2,7,8,9,11,13,14,15,17,18,20,26,32,37,39,42,49,52,56,57,58,61,62,63,64,65,68,69,72,73,76,81,86,98,99],container:81,containerport:86,content:[27,34,42,46,87],content_len:27,context:[8,9,14,61,62,72,76,77,96,99],context_attr:9,context_len:[8,9,99],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,99],contin:86,continu:[2,7,22,42,81,83,91],contrast:8,contrib:59,contribut:[59,73,78],contributor:57,control:[6,20,56,83,86,87,94],conv2d:37,conv:[9,37],conv_act:9,conv_batchnorm_drop_r:9,conv_bias_attr:9,conv_filter_s:9,conv_layer_attr:9,conv_num_filt:9,conv_op:8,conv_pad:9,conv_param_attr:9,conv_strid:9,conv_with_batchnorm:9,conveni:[18,39,47,63],convent:[27,74,76],converg:[81,97],convers:[35,54],convert:[2,4,14,24,35,53,58,96,98,99],convlay:8,convolut:[8,9,13,37,52,97,98],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,74],coordin:[22,27],copi:[17,18,26,29,34,38,45,46,48,64,66,74,81,86,97],copy_shared_paramet:97,copytonumpymat:97,core:[2,6,39,44,48,49,64,73,83],coreo:[86,94],corner:57,corpu:14,correct:[2,8,19,35,75,76,86],correctli:[7,13,35,37,75,97],corresond:35,correspoind:18,correspond:[2,4,8,18,20,21,35,39,40,45,46,52,56,57,58,59,63,75,76,77,79],corss_entropi:18,cortex:35,cos:[8,63],cosin:[8,63],cosineop:63,cosineopproto:63,cosineopprotomak:63,cost:[4,17,18,38,47,50,51,54,56,83,97,99],cost_id:8,cost_np:51,cost_val:54,could:[2,4,8,13,17,18,19,26,35,45,47,48,49,50,52,53,54,55,58,73,79,80,81,86,91,99],count:[7,22,30,31,51,53,80,81,83,85,87,96],counter:[22,26,38],cours:[7,30,73],covari:8,cover:77,cp27:69,cp27m:69,cp27mu:69,cpickl:98,cpp:[19,25,36,43,44,49,55,57,65,75,80,99],cprofil:79,cprofilev:79,cpu:[1,2,6,8,19,30,35,48,49,54,56,57,59,60,66,67,73,76,77,79,80,83,87,97],cpu_avx_mkl:69,cpu_avx_openbla:69,cpu_per_p:56,cpu_per_train:56,cpuinfo:67,cpuplac:[76,77],cpusparsematrix:44,crash:[22,80,81,83],creat:[4,6,8,13,17,18,19,20,22,27,31,33,34,35,36,37,38,45,47,48,49,52,58,59,67,70,73,74,75,76,81,83,91,94,96,97],create_backward_pass:47,create_bias_paramet:75,create_block:52,create_cloud_job:56,create_doc_str:63,create_input_paramet:75,create_op:76,create_oper:36,create_optimization_pass:47,create_paramet:52,create_python_ops_creatation_funct:63,create_rnn:20,create_rnn_op:45,create_tmp_var:52,create_tmp_vari:52,create_var:52,create_whileloop:64,createargu:97,createfromconfigproto:[4,97],creategradientoper:58,createop:63,createoper:20,createstack:86,createvari:20,creation:[36,86],creationd:86,creator:[13,14,24,57,58],creator_:58,credenti:34,credit:97,critic:[37,79],crlf:74,crop:[15,98],crop_siz:[15,98],crope:15,cross:[8,52,76,99],cross_compil:92,cross_entropi:[8,18,37,56,97],cross_entropy_with_selfnorm:8,crt:33,csc:75,csr:75,ctc:7,ctc_evalu:7,ctest:[66,73,76],ctor:52,ctrl:[73,81],ctx:[76,77],cuda7:69,cuda8:[66,69],cuda:[21,57,67,69,73,80,81,83],cuda_dir:[82,83],cuda_fp16:35,cuda_so:67,cudaconfigurecal:80,cudadevicegetattribut:80,cudaeventcr:80,cudaeventcreatewithflag:80,cudafre:80,cudagetdevic:80,cudagetdevicecount:80,cudagetdeviceproperti:80,cudagetlasterror:80,cudahostalloc:80,cudalaunch:80,cudamalloc:80,cudamemcpi:80,cudaprofilerstart:80,cudaprofilerstop:80,cudaruntimegetvers:80,cudasetdevic:80,cudasetupargu:80,cudastreamcr:80,cudastreamcreatewithflag:80,cudastreamsynchron:80,cudeviceget:80,cudevicegetattribut:80,cudevicegetcount:80,cudevicegetnam:80,cudevicetotalmem:80,cudnn:[8,11,21,83],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[82,83],cudnn_convt:8,cudnn_dir:[82,83],cudnnv5:66,cudrivergetvers:80,cuinit:80,cumtim:79,cumul:8,cur_mem:46,curl:[13,86],curli:[20,38],current:[2,8,20,21,22,25,27,31,45,46,48,49,52,55,56,61,64,67,69,72,73,75,81,83,86,95,99],current_block:[50,52],current_oper:50,current_word:72,currentcost:99,currentev:99,curv:18,custom:[1,2,18,30,35,37,46,48,57,75,86],custom_batch_read:53,cut:[55,64],cut_lin:13,cutoff:14,cv2:15,cxx_compil:[91,92],cxxabi_1:69,cycl:22,cyclic:8,cython:43,d3e0:86,d_b0:37,d_b1:37,d_b2:37,d_block:37,d_f:37,d_g:37,d_h0:37,d_h0_bn:37,d_h0_relu:37,d_h1:37,d_h1_bn:37,d_h1_relu:37,d_h2:37,d_loss:37,d_loss_fak:37,d_loss_real:37,d_optim:37,d_step:37,d_t:37,d_w0:37,d_w1:37,d_w2:37,daili:74,dalla:2,dandroid_abi:91,dandroid_arm_mod:91,dandroid_arm_neon:91,dandroid_standalone_toolchain:91,danger:2,dangl:73,darwin:86,dash:37,dat:24,data:[0,1,2,4,7,14,15,17,18,19,20,24,25,26,31,33,35,37,38,39,41,42,45,46,47,48,49,50,52,55,56,57,59,61,62,63,64,65,70,72,75,76,77,80,81,82,83,85,88,98],data_batch_gen:97,data_dir:96,data_fil:15,data_i:37,data_initialz:99,data_lay:[2,25,97,99],data_read:[13,53],data_reader_creator_random_imag:53,data_shar:64,data_sourc:97,data_typ:[13,14,42,62,65,70,72],data_x:37,databas:14,datacent:[24,34],datacenter1:24,datacenter2:24,datacenter_1:24,datacenter_2:24,datacenter_nam:24,datadim:8,dataflow:39,dataprovid:1,dataprovider_bow:99,dataprovider_emb:99,dataproviderconvert:4,datasci:8,dataset:[0,2,24,30,48,53,70,72,79,83,96,98,99],dataset_nam:15,datatyp:[14,62,65],date:81,dcgan:[37,97],dcmake_install_prefix:[91,92],dcmake_system_nam:[91,92],dcuda_arch_nam:66,dcudnn_root:66,ddim:77,dead:22,deal:[94,97],debug:[2,19,34,54,67,74,79],debug_str:39,decai:10,decar:13,decayr:25,decent:26,decid:[18,29,37,42,48,58,59,62,95],declar:[8,20,37,45],decod:[8,9,72],decoder_boot:72,decoder_dim:46,decoder_group_nam:72,decoder_input:[46,72],decoder_mem:[46,72],decoder_prev:9,decoder_s:72,decoder_st:[9,72],deconv:[8,37],deconvolut:8,decor:[2,13,75],decrypt:86,deduc:57,deep:[8,29,37,38,57,59,67,80,97,98,99],deeper:[67,98],def:[2,8,13,18,19,24,30,31,36,37,39,45,46,47,52,53,63,64,72,75,76,97,98,99],def_block:37,defalut:[83,85],default_block:37,default_devic:85,default_param_attr:52,default_st:64,default_valu:85,defaultinfervartyp:41,defect:49,defer:29,defferenct:2,defin:[1,2,8,9,13,17,18,20,21,22,29,35,36,37,39,45,50,52,53,55,57,61,63,64,72,75,77,79,81,83,96,97],define_py_data_sources2:[2,98,99],definit:[2,20,22,26,32,50,54,58,63,64,67,76,79,96,99],definiton:36,degre:8,delai:[48,77,83],delar:99,delet:[30,33,74,95],deletestack:86,delimit:7,deliv:94,delta:[8,19],delv:8,demand:22,demo:[8,14,57,81,87,88,96,97,98,99],demolish:87,demonstr:[72,77,97],denot:[76,85,99],dens:[2,8,13,27,28,62,75,86,99],dense_arrai:13,dense_vector:[2,4,13,70],dense_vector_sequ:13,dep:21,depend:[20,21,22,30,32,39,51,54,55,62,67,73,76,81,85,91,92,94],dependent_var:51,deploi:[8,81,85,94],deploy:[39,42,57,81,86,94],deprec:8,depth:20,dequeu:55,deriv:[5,18,40,47,91],desc:[20,42,52,63,64],desc_:20,descend:64,descent:[8,22,48,81],descproto:42,describ:[18,20,21,26,42,45,46,49,50,52,57,62,63,65,75,76,77,86,87,97,99],describestack:86,describestackev:86,describestackresourc:86,descript:[4,7,20,21,41,42,58,62,65,66,69,74,76,81,84,86],deseri:[17,42,49],deserializ:57,desgin:38,design:[2,8,13,25,43,48,59,76,94],desir:[13,22,48,86,87,96],destin:[27,34],destroi:20,destruct:61,destructor:75,det_output:7,detail:[2,4,6,7,8,9,10,19,26,30,34,37,39,42,45,52,54,56,59,61,64,65,66,70,72,73,75,76,77,79,80,81,84,85,86,87,92,94,96,97,98,99],detect:[41,66,74,91],detection_evalu:7,detection_output:7,determin:[2,8,13,20,57,75,97],dev:[57,67,73,79,91,94],dev_ctx:20,develop:[21,41,49,52,58,60,67,69,74,77,79,81,82,83,92],deverlop:83,deviat:6,devic:[6,31,32,35,39,49,54,56,57,67,76,77,83],device_context:76,device_context_:76,devicecontext:[20,76],deviceid:85,devid:[8,83],devtools2:66,dhcp:94,diagnos:81,diagram:[45,81,98],diamond:37,dic:15,dict:[2,7,14,17,52,56,81,99],dict_fil:[7,99],dict_siz:[14,25,46],dictionai:99,dictionari:[2,7,8,14,17,18,19,52,56,85,98,99],did:[2,49,67],diff_mat:19,differ:[2,7,8,17,20,21,22,27,29,31,32,35,37,39,40,46,48,51,54,55,56,58,61,64,67,72,75,76,77,79,81,83,86,87,96,98,99],differenti:[36,76],difficult:[7,19,73],dig:[67,80,86],digit:[2,8,81],digraph:39,dilat:8,dilation_i:8,dim0:76,dim1:76,dim:[8,13,25,42,45,57,62,65,75,76,77,96,98,99],dim_:77,dimens:[5,8,9,11,13,37,57,62,64,75,76,77,85,96,99],dimension:[2,8,72,75,77,97,99],dimenst:96,dimes:8,dir:[91,98,99],direct:[8,9,15,48,79,98],directli:[1,2,9,21,28,30,35,49,54,63,64,68,81,87],director:76,directori:[1,8,21,24,29,33,34,66,67,73,77,80,81,83,87,91,92,95,98,99],diretcoti:98,dis_conf:97,dis_train:97,dis_training_machin:97,disabl:2,disadvantag:[48,52],discard:[13,22,26,46,83],discount:8,discov:22,discoveri:86,discrep:80,discret:8,discrim:37,discrimin:97,discriminator_train:97,discuss:[18,20,26,27,28,54],disk:[42,73,87],dispatch:[49,54,81,83],displai:[30,34,74],dist:[60,66],dist_train:[18,30],distanc:[7,8],distibut:96,distinguish:[21,81,97],distribut:[8,20,26,27,28,29,31,55,56,57,65,69,78,87,88,89,94,97,99],distribute_test:[82,83],distributedli:75,disucss:18,divid:[8,10,31,32,63,65,79,82],diy_beam_search_prob_so:[82,83],dnn:66,dns:86,do_forward_backward:53,doc:[4,13,39,45,64,76,77,81],dockefil:73,docker:[60,66,68,74,81,86,88,89,94],docker_build:18,docker_clust:81,docker_push:18,dockerfil:[73,91,92],dockerhub:67,document:[2,4,8,9,19,33,38,45,46,54,57,73,74,76,77,81,85,99],documentaion:66,documentari:2,doe:[2,4,9,22,26,27,29,30,35,39,45,49,52,54,55,57,58,59,69,73,75,76,77,80,99],doesn:[6,8,13,18,20,53,56,67,73,74,79,80,87,91],dog:98,doing:[25,29,38,54,80],domain:86,don:[9,18,21,36,38,53,66,67,73,74,76,86],done:[7,8,9,21,22,26,27,41,42,48,54,58,59,74,79,80,86,97],dot:[8,9,76,83,98],dot_period:[83,85,97],dotmuloper:8,dotmulproject:8,doubl:[2,35,38,54,66,76,83],down:[80,99],download:[14,21,22,25,29,33,66,67,69,81,94,97,99],dozen:21,draw:46,drive:61,driver:[67,81],drop:[2,8,9,46],drop_rat:6,dropout:[6,9,75,99],dropout_r:8,drpi_arm_neon:92,drpi_toolchain:92,drwxr:87,dst:27,dtoh:80,dtype:[4,39,52,98],due:[26,29,37,46,52,79],dummi:[17,26],dump:42,duplic:55,durat:[26,80],dure:[1,2,8,9,20,22,26,29,30,31,48,57,75,76,82,83,86,94,99],durn:2,duse_eigen_for_bla:91,dwith_c_api:[44,91,92],dwith_gpu:[66,92],dwith_profil:80,dwith_python:[44,92],dwith_swig_pi:[44,91,92],dwith_test:[66,76],dwith_tim:80,dynam:[1,2,27,44,45,53,66,80,83],dynamic_cast:75,dynamic_recurrent_op:64,e2e:94,each:[1,2,4,7,8,9,11,13,14,17,19,21,22,25,26,27,29,30,31,32,38,41,45,46,49,51,52,53,54,55,57,58,61,62,63,64,72,75,79,81,83,85,86,94,96,98,99],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,earli:[35,74,76],eas:[13,41,76,98],easi:[19,46,48,53,57,59,74,75,81,99],easier:[18,35,53,55,64,73,74,75],easili:[18,37,53,58,61],echo:67,edg:[15,56],edit:[7,67,73,86],editor:[52,73],edu:[8,14,86,87],eeoi3ezpr86c:86,effect:[2,8,17,66,83,86],effici:[1,2,8,42,53,54,72,73,75],effort:54,efg:8,efs:86,efs_dns_nam:86,efsvol:86,eigen:[35,48,57,59,76,91],eigen_test:77,eigen_use_gpu:76,eigenmatrix:77,eigenscalar:77,eigentensor:77,eigenvector:77,either:[8,9,13,17,18,37,40,41,45,48,54,59,68,80,99],elb:86,elbapis:86,elec:99,electron:[87,99],elem_dim:8,element:[2,4,7,8,9,13,15,17,19,26,39,46,55,56,57,76,77,99],element_typ:27,elementari:57,elif:[18,63],els:[18,25,30,37,40,41,54,55,61,63,66,67,73,75,76,98,99],emac:73,email:74,emailweixu:21,emb1:25,emb2:25,emb:[87,99],embed:[18,20,25,41,46,55,62,64,72,81],embedding_lay:[25,99],embedding_nam:[8,72],embedding_s:[8,72],emphas:80,empir:8,emplace_back:75,emploi:[63,72],empti:[7,13,22,46,76],emul:35,enabl:[2,6,8,20,21,26,39,55,73,74,80,81,83,86],enable_grad_shar:[82,83],enable_parallel_vector:83,enc_proj:[9,72],enc_seq:9,enc_vec:72,encapsul:[27,56],encod:[9,26,46,72],encoded_proj:[9,72],encoded_sequ:[9,72],encoded_vector:72,encoder_ctx:46,encoder_ctx_expand:46,encoder_ctx_proj:46,encoder_dim:46,encoder_last:8,encoder_out_seq:46,encoder_s:72,encount:25,encourag:54,encrypt:86,encrypt_decrypt:86,end2end:94,end:[2,7,8,17,20,39,46,49,53,61,69,72,73,74,83,96],end_pass:18,end_po:8,endforwardbackward:17,endian:42,enditer:[17,18],endpass:[17,18],endpoint:[13,24,86],endtrain:18,engin:[30,80],english:[2,8],enjoi:67,enlarg:76,enough:[20,73],enqueu:55,ensembl:9,ensur:[2,22,61,67,69,73,75],enter:20,enterpris:57,entir:[8,9,27,29,76],entiti:[7,20,61],entranc:32,entri:[13,26,30,41,73,74,75,86,91],entropi:[8,52,99],entry_point:30,enueu:55,enumer:[5,99],env:[79,86],environ:[18,56,66,69,73,74,79,80,81,82,83,86,87,97],environmenterror:81,eos_id:[8,72],epoch:37,epsilon:[8,10],equal:[8,9,22,64,76,83],equat:[7,8,9,10,76],equilibrium:97,equip:72,equival:[18,20,40,63,94],error:[6,7,8,9,18,19,26,34,35,61,75,76,81,83,86,98,99],error_clipping_threshold:6,especi:[2,8,9,73],essenc:18,essenti:[8,18,32,35,77],estim:[8,18,48,55],eta:87,etc:[7,13,20,31,48,53,54,61,66,81,82,85,86,94],etcd:[13,17,22,26,27,29],etcd_addr:27,etcd_endpoint:13,eth0:86,euclidean:8,eval:[7,20,31,37,56,57,99],eval_program:31,eval_result:31,evalu:[1,8,16,17,29,32,39,51,54,56,80,99],evaluate_difficult:7,even:[18,35,52,53,73,74,80,83],evenli:[27,86],event:87,event_handl:[17,18],eventu:[54,64],everi:[1,2,7,8,9,13,18,22,26,27,29,31,38,39,41,45,52,55,61,63,72,74,75,76,77,81,83,99],everyon:74,everyth:[37,54,55,91],everywher:73,evid:49,exactli:[2,8,9,86],exampl:[1,2,7,8,9,13,14,15,17,20,30,31,34,36,37,38,39,41,45,46,49,50,52,53,55,57,58,59,62,64,72,73,74,75,76,77,79,80,81,82,83,85,86,87,92,98,99],exceed:8,except:[2,8,14,29,38,64,85,96],exchang:49,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exec:83,execut:[21,22,26,30,31,32,37,39,56,58,73,75,79,80,86],executioncontext:[76,77],executor:[31,35,37,47,50,79],exist:[18,20,22,34,46,52,53,56,58,63,64,69,73,75,77,83,86],exit:[27,34,83,87],expand:[46,67,75],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,80],experi:[42,85],experienc:74,expert:21,expir:22,explain:[2,7,22,36,38,74,79,81,97],explan:[8,19,30,54,61,99],explicit:[64,75],explicitli:[2,18,54,56,76,77],explor:[8,46,59],expon:8,exponenti:5,expos:[28,42,64,86],express:[18,31,39,55,76,86],ext:8,extend:[7,48,55,64],extens:[29,46,55,76,91],extent:44,extern:[2,21,43,44,57],external_librari:21,extra:[6,8,9,54,59,94],extra_lay:17,extraattr:[6,85],extraattribut:8,extraattributenon:8,extract:[7,8,49,54,76,86],extract_fea_c:98,extract_fea_pi:98,extract_para:96,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,80],extremli:1,f120da72:87,f7e3:86,fa0wx:87,face:[21,59],fact:[50,52,98],factor:[6,10],factor_s:8,factori:43,fail:[2,22,26,46,56,76,83,85,87],failur:[22,27,76],fake:[37,97],fake_imag:53,faked_imag:37,fall:[35,51],falloc:33,fals:[2,6,7,8,9,10,13,19,20,40,45,50,51,53,62,65,70,72,75,76,81,83,85,87,96,99],false_block:[20,40,50],false_label:53,false_neg:31,false_posit:31,false_read:53,familiar:2,fanscin:2,fantast:99,far:64,fascinatingli:1,fashion:54,fast:[8,26,80],faster:[8,9,22,67,72,80],fastli:74,fault:[17,26,57,66],favorit:73,fbd1f2bb71f4:87,fc1:[39,56,75,85],fc1_bia:39,fc1_weight:39,fc2:[39,56,85],fc3:[39,85],fc4:85,fc8a365:86,fc8a:86,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[52,63,75,85,99],fc_layer_nam:9,fc_mat:17,fc_op:63,fc_out:20,fc_output:63,fc_param_attr:9,fc_without_b:20,fclayer:75,fcop:36,fea:98,fea_output:98,feasibl:48,featur:[2,5,8,13,14,35,39,54,74,83,99],feed:[9,17,18,38,45,54,56,59],feed_dict:[37,56],feeder:13,feel:74,festiv:2,fetch:[14,22,25,51,54,72,75],fetch_op:51,few:[2,21,22,48,53,54,62,73],fewer:[8,52],fg0:8,field1:17,field2:17,field:[8,17,20,39,41,42,51,58,62,63,80,86],fifth:38,figur:[18,21,37,45,52,54,55,72,75,80,96,97,98],file:[1,2,4,7,8,13,14,15,17,18,21,22,24,26,27,29,30,33,34,39,42,44,53,54,57,65,67,69,70,72,73,74,75,76,77,81,83,91,92,94,96,98],file_list:2,file_nam:[2,98,99],file_typ:13,filenam:[2,15,24,52,79],fileoffset:33,filesystem:[29,30,33,54,86],fill:[8,22,26,52,86,99],fill_zero_grad:57,filter:[8,9,98],filter_s:[8,9],filter_size_i:8,find:[8,20,22,29,35,39,46,61,66,69,80,81,91],find_var:19,findop:20,findvar:[20,61],fine:[6,26,36],fingerprint:86,finish:[2,22,26,29,30,63,66,81,86,87],finit:75,finnal:67,first:[2,8,17,18,20,22,26,29,30,34,37,38,39,45,46,50,51,52,54,57,62,63,64,66,72,73,74,75,76,77,80,83,85,86,94,96,97,98,99],first_seq:72,firstli:[7,8],firstn:13,firstseen:87,fit:[1,14,35,42,46,57],five:[50,80,99],fix:[2,6,8,43,54,74,79],flag:[8,14,74,76,83,97],flatten0:39,flatten:[39,50,52,77],flexibl:[1,8,9,18,27,38,45,46,48,53,54,64,72],flip:15,flist:81,float16_t:35,float32:[4,13,35,36,37,52,53,76,97,98],float_to_half_rn:35,floor:8,flow:[20,45,60],fluid:79,fly:99,fnt03:86,focu:[2,39,79,80],focus:76,folder:[21,24,30,34,86],follow:[1,2,7,8,9,10,13,15,17,18,19,20,21,22,26,30,35,36,37,38,39,40,41,45,46,48,50,51,52,53,54,55,57,58,59,61,62,63,64,66,67,69,70,72,73,74,75,76,77,79,80,81,85,86,87,88,89,91,92,94,96,97,98,99],fool:97,forbid:18,forc:52,force_load:43,forest:20,forget:[10,18],fork:[8,74],form:[1,2,8,9,31,69,80],format:[1,2,7,13,14,15,17,19,26,35,46,64,70,74,75,76,77,81,83,86,96],former:[18,21,48],formula:[8,9,10,19],formular:8,forth:37,forward:[5,8,9,19,20,25,27,37,42,47,49,50,53,57,58,59,62,72,75,85,97],forward_op:19,forwardactiv:75,forwardbackward:17,forwardtest:4,found:[2,4,8,35,50,59,61,72,81,92,97,99],four:[2,7,31,38,96,98,99],foward:51,fp16:[35,57,65],fp32:[57,65],fp64:65,fpga:56,frame:[7,57,64],framework:[18,20,31,35,39,48,50,57,59,61,63,74,75,76,79,81,98,99],free:[14,74,94],frequenc:[14,80,96,99],frequent:[26,53,57,59,81,91],fresh:[29,56],friend:61,friendli:37,fritz:8,from:[2,4,7,8,9,13,14,15,17,19,20,21,22,24,25,26,27,31,34,35,36,37,38,39,40,45,46,47,49,50,52,53,54,55,56,57,58,61,64,67,69,72,74,75,76,77,79,80,81,83,85,86,87,91,94,96,97,98,99],from_no_sequ:8,from_sequ:8,from_tar:17,fromfil:[53,98],front:39,fulfil:80,full:[8,22,29,45,48,72,75,94],full_matrix_project:[9,72],fulli:[54,55,75,80,94,97,98,99],fullmatrixproject:8,fullsiz:25,fully_matrix_project:9,fullyconnect:[39,52,96],fullyconnectedlay:75,func:[13,26,58],funciton:9,functor:[36,39],fundament:[35,55,57],further:[8,63,94],furthermor:56,futur:[8,29,35,45,54,57,91,95],fvs:63,fwd_op:58,g_b0:37,g_b1:37,g_b2:37,g_block:37,g_h0:37,g_h0_bn:37,g_h0_relu:37,g_h1:37,g_h1_bn:37,g_h1_relu:37,g_h2:37,g_im:37,g_loss:37,g_optim:37,g_program:52,g_step:37,g_w0:37,g_w1:37,g_w2:37,gain:8,game:97,gamma:98,gan:18,gan_train:97,gangliao:21,gap:83,gate:[8,9],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,49,75,76],gauss:6,gaussian:97,gaussian_normal_random:37,gcc:[35,43,57,66,73,79,91,92],gcc_3:69,gcreators_:63,gen:8,gen_conf:97,gen_train:97,gen_training_machin:97,gender:14,gendrated_id:46,gener:[1,2,4,7,8,9,13,17,18,19,20,21,22,24,26,27,29,36,41,48,50,51,52,53,54,55,57,58,62,63,64,74,76,80,81,83,85,86,91,92,96,98,99],generated_id:46,generated_scor:46,generated_word_embed:8,generatedinput:[8,72],generator_conf:97,generator_machin:97,generator_train:97,genert:2,geq:8,gereat:7,get:[2,7,8,13,14,17,19,20,21,22,26,27,29,30,33,37,39,45,46,52,56,57,58,61,63,64,66,67,69,72,74,75,76,79,80,81,86,90,98,99],get_all_op_proto:63,get_block:52,get_cloud_job:56,get_config_arg:[85,99],get_data:[87,99],get_dict:14,get_dim:19,get_embed:14,get_float_el:19,get_grad:17,get_input_lay:75,get_mnist_data:97,get_model:98,get_movie_title_dict:14,get_nois:97,get_numeric_gradi:19,get_numerical_gradi:19,get_output:19,get_shap:17,get_support:69,get_symbol:39,get_tensor:19,get_training_loss:97,get_vari:20,get_word_dict:14,getbatchs:75,geteigendevic:77,getenv:[18,30,81],getinfervartyp:41,getinput:75,getinputgrad:75,getinputvalu:75,getkerneltyp:35,getlayeroutput:17,getmat:25,getoptconfig:25,getoutputgrad:75,getoutputvalu:75,getparam:25,getparameterconfig:25,getparameterptr:75,getparameterspars:25,getparametersremot:25,getplac:[76,77],getsiz:75,getslotvalu:97,gettask:26,gettempl:86,gettranspos:75,getw:75,getweight:75,getwgrad:75,gist:9,git:[60,66,73,74,91,92],github:[9,21,37,66,73,74,79,91,92,98],give:[2,22,45,52,57,73,74,75,80,86,99],given:[2,8,13,17,27,29,36,37,46,53,55,56,59,64,75,83,97,99],glibc:[69,91,92],glibc_2:69,glibcxx_3:69,glide:21,global:[2,6,18,20,21,22,39,49,56,57,61,63,73,80,83,86],global_block:52,global_learning_r:6,globalstat:80,globalstatinfo:80,globe:2,glog:74,glog_v:74,glog_vmodul:74,gnueabihf:92,go_librari:21,go_test:21,goal:[35,38,57,80],gob:26,godep:21,godoc:43,goe:[8,9,22,40,61],going:[36,48,79,81,94,99],golang:21,good:[37,48,53,59,79,80,94],goodfellow13:8,googl:[18,57,74,79,81,91],googleapi:86,got:61,gpg2:86,gpg:86,gprotos_:63,gpu:[1,2,6,8,11,19,30,31,35,48,49,54,56,57,59,60,66,69,70,73,76,77,78,81,94,97,98],gpu_id:[83,85,97],gpu_per_train:[54,56],gpugpu_id:82,gpukernel:57,gpuplac:76,grab:22,grad:[19,27,62,83],grad_op_class:57,grad_op_maker_:58,grad_op_typ:[57,58],grad_op_type_:58,grad_share_block_num:[82,83],grad_var_nam:19,gradient:[6,7,8,10,17,22,26,38,41,47,48,49,57,62,76,79,81,83,99],gradient_check:76,gradient_clipping_threshold:[6,99],gradient_evalu:7,gradient_flat:19,gradient_machin:[17,44],gradientcheck:76,gradientmachin:[4,17,44,49,97],gradientmachine_:25,gradopdescmak:[41,58],gradopdescmakerbas:58,gradopmak:58,gradual:80,grai:15,grain:36,gram:96,grandient:17,grant:86,graph:[8,17,20,21,22,31,32,37,45,48,50,54,56,65,77,96],graphviz:98,grayscal:2,great:[55,94],greater:[8,48,81],greaterthan:63,green:37,grep:[67,81],groudtruth:72,ground:[7,8,99],group:[9,26,39,94],group_input1:72,group_input2:72,group_input:72,grouplen:14,grow:74,grpc:94,gru:[8,46,72,99],gru_bias_attr:9,gru_decod:72,gru_decoder_with_attent:72,gru_encoder_decod:96,gru_layer_attr:9,gru_memori:9,gru_out:46,gru_siz:99,gru_step:[46,72],gru_step_lay:9,grumemori:[9,72],gserver:[8,75],gsizex:80,guarante:[52,75],guard:25,guest:[69,73],gui:[79,80],guid:[33,57,72,74,75,80,86,87,96],gzip:[13,26,87],h0_bn:37,h_prev:20,had:73,hadoop:[13,18],half:[35,86],half_to_float:35,hand:[57,77,81],handi:21,handl:[13,18,30,39,49,53,54,56,61,64],handler:[17,20],handwrit:2,happen:[26,63],hard:[46,54,55,64,73,86,99],hardwar:[73,80],has:[2,4,7,8,9,14,18,19,20,21,22,26,27,29,31,35,37,39,42,46,50,54,55,56,57,62,63,72,73,74,75,76,80,86,87,94,96,99],has_kei:17,has_selected_colum:8,hasdependentvar:51,have:[1,2,4,8,9,13,18,19,20,21,22,26,27,29,30,35,36,37,38,42,45,46,48,49,50,52,53,54,55,56,57,58,61,62,65,66,67,72,73,75,76,80,81,83,85,86,92,94,96,99],haven:73,hdf:[1,13,24],head:[74,76,81,96],header:[27,42,44,57,75,91,92,96,98],headip:81,heard:73,heavi:81,height:[8,13,15,20,43,53,75,76],height_:62,held:22,hello:18,help:[2,4,8,20,34,39,46,53,57,64,73,74,79,81],helper:[8,54,58,64,75],henc:[48,52,54,58,59,61],here:[2,4,6,7,8,9,13,18,21,22,28,34,38,39,45,53,59,63,66,67,69,72,74,76,81,82,85,86,87,92,94,96,98,99],heterogen:[54,55],heurist:[8,46,55,83],hidden:[8,9,47,54,72,86,99],hidden_out:20,hidden_s:9,hierarch:[8,50,52,57,72],hierarchi:57,high:[6,35,75,81,94,97],higher:[1,36,45,64,74],highest:[13,20],highli:[1,2,14,64,72,85],him:18,hint:[55,79],his:56,histor:36,histori:10,hl_get_sync_flag:75,hold:[18,22,26,28,35,37,39,41,56,61,63,77,86],holder_:77,home:[24,34,54,56,67,79,81,86,87],honor:26,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,98],host:[21,30,86,87,91,92],host_c:[91,92],hostfil:81,hostnam:86,hostpath:87,hostport:86,hour:73,hourli:74,hous:[2,14,70,96],how:[1,2,6,8,18,20,22,26,34,36,39,45,46,49,54,59,63,72,73,79,81,83,86,87,90,92,98,99],howev:[2,8,9,19,29,48,49,52,53,54,58,59,62,63,72,82,83,86],howto:81,hpp:[35,43],html:14,htod:80,http:[8,9,13,14,21,30,37,66,67,73,74,79,86,87,91,92,94,97,98],huber:8,huge:48,human:8,hwc:15,hyper:[8,37,75],hyperparamet:[8,59],hyperplan:13,i1117:80,iOS:92,iamfullaccess:86,iamusersshkei:86,icml2006_gravesfgs06:8,icml_rank:8,ics:14,id_input:7,id_rsa:81,idea:[21,48,53,59,79],ideal:54,ident:[8,58,76,86],identifi:[40,75],identityoffsetproject:8,identityproject:8,ids:[7,8,46,75,99],idx:[26,37,75],ies:34,ifels:[20,50],ifelseop:50,ight:8,ignor:[2,8,83,96],illustr:[2,7,22,27,36,45,54,56,72,75,80,99],ilsvrc:98,im_siz:37,imag:[2,11,12,13,14,18,37,38,46,47,50,53,56,66,73,74,85,86,88,89,94,97,98],image_a:53,image_b:53,image_fil:53,image_lay:53,image_list_provid:98,image_nam:18,image_path:53,image_reader_cr:53,image_s:98,imagenet:[8,24],imagepullpolici:86,imageri:8,images_reader_cr:53,imagin:38,img2label:15,img:[2,8,9,54],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:80,imgsizei:80,imgsizex:80,imikolov:81,immedi:[48,59,66,86],immutable_paramet:18,imperfect:57,implement:[2,8,9,13,20,26,27,28,29,30,36,39,40,41,43,44,46,49,51,54,55,61,63,64,72,99],implemet:25,impli:21,implicit:56,imposs:[46,94],improv:[8,55,57,79,80,86],inarg:25,inbound:86,includ:[1,2,7,8,9,14,15,18,20,21,27,30,35,37,39,43,44,45,46,50,52,57,63,66,69,72,73,75,76,79,80,81,83,86,87,91,92,96,99],inclus:46,incorpor:8,incorrect:8,increas:[22,26,35,81,83],increment:[31,38,83],incupd:75,inde:13,independ:[8,19,27,56,61,94,99],index:[2,7,8,11,13,14,17,19,20,22,26,50,52,64,86],indexslot:8,indic:[2,7,8,20,27,37,45,50,58,62,64,81,86,91],indice_map:64,indices_map:64,individu:[22,86],industri:[22,42,94],ineffici:49,infer:[0,15,18,20,22,31,40,41,43,51,52,56,57,62,70,92],infer_shap:52,infer_var_type_:41,inferfac:41,inferior:29,infernec:92,infershap:[20,52,57,76,77],infershapecontext:[76,77],infervartypefn:41,info:[7,8,14,35,45,75,81,94],inform:[4,8,14,17,20,30,34,39,42,45,52,54,59,61,62,74,75,76,77,79,80,83,86,91],infrastructur:[86,97],ingor:83,inherit:[20,47,57,76],ininst:18,init:[6,17,20,37,45,46,54,70,75,81,85,86,97,99],init_attr:52,init_from_tar:17,init_hook:99,init_model_path:[82,83,85,96,99],initi:[2,4,6,8,9,14,17,21,26,31,38,45,48,52,54,55,59,63,64,70,72,75,76,83,96,97,99],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:52,initpaddl:[4,97],initrd:94,inlcud:9,inlin:[77,86],inner:[8,75],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:77,input1:[8,9,77],input2:8,input:[2,4,5,7,8,9,11,13,15,17,19,20,25,29,31,35,36,37,38,39,41,45,46,48,49,51,52,53,54,55,56,57,58,61,63,64,70,72,74,75,76,77,81,85,96,97,98,99],input_conf:8,input_data:75,input_data_target:75,input_featur:5,input_hassub_sequence_data:75,input_id:8,input_imag:9,input_index:75,input_label:75,input_lay:75,input_loc:8,input_nam:18,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:64,input_seq:8,input_sequence_data:75,input_sequence_label:75,input_sparse_float_value_data:75,input_sparse_non_value_data:75,input_t:75,input_to_check:19,input_typ:99,input_valu:19,input_var:[19,52],inputbuff:25,inputdef:75,inputgradi:58,inputlayers_:75,inputs_to_check:19,inputtyp:[2,13],insert:[51,57,58,74],insid:[7,9,22,31,49,53,54,55,57,58,67,86],inspir:96,instal:[8,30,60,66,67,73,74,79,81,87,98],install_android:91,instanc:[8,19,20,22,24,28,32,40,45,46,48,52,54,57,58,72,75,77,80,83],instance_ip:86,instanti:[22,32],instead:[8,9,11,13,21,25,30,35,38,39,54,73,74,99],instrins:35,instruct:[20,38,67,73,80,91,99],int16:65,int32:[50,64,65,83],int64:[33,62,65],integ:[2,7,8,13,26,30,35,43,46,75,99],integer_valu:[2,13,99],integer_value_sequ:[2,13,46,72,99],integr:[7,66,94],intellig:32,intend:66,inter:[8,54],interact:[8,67,86],intercept:8,interchang:[38,57],interest:[35,80],interfac:[0,4,6,8,9,17,20,26,30,34,39,49,57,58,66,76,77,86,94],interg:99,intergr:8,intermedi:[34,37,47,54,73,91,92],intern:[8,9,17,35,79,81,86],internet:[21,22,94],interpret:[2,7,66,80],interv:8,inth:77,intrins:[35,92],introduc:[2,8,15,20,22,37,42,59,61,63,76,79,81,87],introduct:[3,97],introductori:73,intuit:[29,57],invalid:[53,61],invoc:[21,36,57],invok:[2,8,17,49,52,54,55,57,58,63,73,74,80,86],involv:[46,76,97],iob:7,ioe:7,ips:86,ipt:[8,52,63,72],ipx:94,ipython:18,is_color:15,is_discriminator_train:97,is_gener:[96,97],is_generator_train:97,is_loc:17,is_predict:99,is_seq:[8,72],is_stat:6,is_target:51,is_tensor:63,is_test:98,is_traget:51,is_train:[2,15],isn:80,isspars:75,issu:[21,37,56,67,69,73,74,80],item:[8,13,17,29,35,53,70,94],iter:[8,9,10,13,17,18,22,48,53,54,64],iter_multiple_input_and_param:52,its:[2,8,9,17,18,19,20,22,26,31,37,38,39,41,42,45,46,48,49,51,52,57,58,61,62,63,69,75,76,77,80,81,83,86,96,97,99],itself:[22,29,48,61],ivs:63,java:[20,43,50,57],jeremi:80,jmlr:8,job:[4,14,29,54,56,57,67,82,83,85,98,99],job_dispatch_packag:81,job_id:14,job_mod:96,job_nam:[30,86],job_namespac:86,job_path:86,job_workspac:81,jobpath:86,jobport0:86,jobport1:86,jobport2:86,jobport3:86,jobserv:30,join:22,joint:96,jointli:9,journei:67,jpg:[15,98],json:[39,86,87],jth:9,judg:8,juditski:48,jupyt:[30,67],just:[2,5,7,8,9,14,21,26,27,37,41,48,49,52,53,54,57,58,59,61,62,66,69,73,74,81,85,86,91,96],jx4xr:86,jypyt:18,k8s:94,k8s_data:86,k8s_job:18,k8s_token:18,k8s_train:86,k8s_user:18,kafka:24,kaimingh:98,kebilinearinterpbw:80,kebilinearinterpfw:80,keep:[2,8,13,15,22,38,46,48,52,61,63,66,74,94],keep_top_k:8,kei:[2,14,15,17,19,20,22,24,26,33,35,57,58,63,64,73,74,76,80],kept:[8,52],kera:59,kernel:[8,19,35,48,59,62,76,77,80,99],key1:83,key2:83,key_pair_nam:86,keyid:86,keymetadata:86,keypair:86,keyserv:86,keystat:86,keyusag:86,keyword:[2,52],kill:[22,86],kind:[1,2,18,19,22,28,38,47,65,67,86,87,97,99],kms:86,know:[2,18,26,42,74,75,79,80,81,86,91],known:[20,36,45,97],kriz:14,kselectedrow:62,ksimonyan:9,kube_cluster_tl:18,kube_ctrl_start_job:18,kube_list_containers_in_job_and_return_current_containers_rank:18,kubeconfig:86,kubectl:[81,87],kuberent:[22,86],kubernet:[18,22,57,78,88,89,94],kubernetes_service_host:18,kwarg:[2,9,10,13,31,39,52,63,99],l1_rate:6,l1_regularization_op:59,l2_rate:6,l2_regularization_op:59,l2_sim:8,l2regular:99,l93:25,label:[2,4,7,8,13,14,15,17,31,37,38,39,47,50,53,54,55,56,87,97,98,99],label_dim:[8,99],label_fil:53,label_lay:53,label_path:53,lag:83,lake:2,lambdacost:8,lambdarank:8,lan:81,languag:[8,14,38,57,61,85,96],larg:[11,14,42,48,54,55,74],larger:[2,6,7,8],larger_than:[20,40,50],last:[7,8,9,45,50,72,83,99],last_seq:46,last_time_step_output:8,lastseen:87,latenc:[8,35,54,81,86],latent:8,later:[21,57,59,66,69,76,77,86,95,99],latest:[8,20,21,22,29,66,67,69,87],latter:[48,64,79],launch:[83,86],launcher:18,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,17,20,25,37,38,40,47,48,50,53,54,55,57,59,63,64,70,72,78,82,83,96,97,98,99],layer_0:75,layer_attr:[8,72,85],layer_num:[85,98],layer_s:8,layer_typ:8,layerbas:75,layerconfig:75,layergradutil:75,layerhelp:52,layermap:75,layeroutout:8,layeroutput:9,layout:15,lazi:[48,59],lbl:7,lead:80,leaki:37,learing_r:47,learn:[6,7,8,9,10,14,18,27,29,37,38,46,48,53,54,55,56,57,59,67,72,73,75,76,80,95,98,99],learnabl:17,learning_method:[96,99],learning_r:[6,27,54,96,99],leas:22,least:[7,22,69,91],leav:[2,20,86],lecun:14,left:[8,20,77,98],left_cmd:13,left_right_flip:15,legaci:67,legal:63,len:[2,8,27,33,52,70,75,99],length:[8,9,13,14,15,27,35,42,45,46,57,64,72,83,87],leq:8,less:[8,18,94],less_than:18,let02:87,let:[4,7,8,18,20,29,36,38,45,46,47,58,76,79,86],level:[6,8,35,36,39,42,45,46,64,65,74,81,83,91,97],lgtest:21,lgtest_main:21,lib64:[67,83],lib:[44,66,67,79,81,91,92],libapi:21,libari:44,libc:69,libcuda:67,libgcc_:69,libgoogl:79,libnvidia:67,libpaddl:[43,44,57,79],libpaddle_capi:44,libpaddle_gserv:44,libpaddle_math:44,libpython2:66,librari:[8,21,28,44,54,66,69,76,81,83,92],libstdc:69,life:22,lifecycl:94,lifetim:[61,69],lightweight:36,like:[2,7,8,13,14,20,21,22,25,30,36,37,38,39,41,48,52,53,57,58,59,61,62,64,66,69,72,73,74,79,80,81,82,85,86,91,92,94,96,98,99],limit:[8,13,42,46,57,59,80,83],linaro:92,line:[1,2,4,7,13,21,25,30,34,38,48,50,52,57,59,73,74,78,79,80,85,86,96,98],line_break:13,linear:[8,46,70],lineno:79,link1:35,link2:35,link:[8,9,21,33,34,61,69,76,86,94,99],linux:[13,33,67,69,73,74,86,92],linux_x86_64:[60,69],lipeng:96,list:[1,2,7,8,9,13,15,17,18,20,21,26,30,32,34,37,47,49,52,56,58,61,64,70,72,73,75,76,79,81,83,85,86,92,98,99],listdir:81,listen:[22,81,83],littl:[1,2,27,42,83,99],live:76,load:[1,2,4,15,18,22,37,52,54,66,76,83,86,98],load_and_transform:15,load_featur:98,load_feature_c:98,load_feature_pi:98,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[82,83,85,96],load_mnist:37,load_uniform_data:97,loadparamet:4,loadsave_parameters_in_pserv:[25,82,83],loc:7,local:[6,17,19,20,22,28,29,38,45,50,52,57,66,67,73,74,79,81,82,83,87],local_scop:19,localhost:67,localpath:34,locat:[8,17,21,64,72,75,81,92,99],lock:[21,22,26,27,55],lod:[42,45,62,64,65],lod_desc:[62,65],lod_expand:46,lod_level:[52,62,65],lod_tensor:[45,62,65],lodtensor:[41,42,57,65],lodtensordesc:[42,62],log:[2,26,34,37,54,69,75,81,83,86,87,92],log_barrier_abstract:83,log_barrier_lowest_nod:[82,83],log_barrier_show_log:[82,83],log_clip:[82,83],log_error_clip:[82,83],log_period:[83,85,87,97,99],log_period_serv:[82,83],logarithm:5,logger:2,logic:[2,29,37,41,47,49,54,55,61,64,76],login:[69,81],logit:37,longer:[22,54],look:[2,7,20,30,38,48,52,58,59,81,82,86,87,97,99],lookahead:8,lookup:[41,46,99],loop:[19,20,53,61],loop_var:64,loss:[8,37,39,47,48,59,75,97,99],lot:[46,48,52,54,59,81,82,94],low:[8,47,64],low_rnn:45,lower:[8,35,45,46,74,81],lower_level_rnn:45,lowest:83,lpaddle_capi_shar:44,lpaddle_capi_whol:44,lrelu:37,lstm:[8,72,87,99],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:99,lstm_step:9,lstmemori:[9,72],lstmemory_group:8,ltr:8,mac:[44,73,74,91],machin:[9,14,17,37,48,54,55,59,66,69,73,75,81,82,83,85,86,87,92,94,99],machine_transl:72,machinelearn:8,maco:[69,70,73],macro:[36,58,76],made:[2,22,27,72],mai:[2,8,9,19,20,31,35,53,54,55,56,57,61,66,67,77,80,81,86,92],main:[2,4,39,50,57,69,79,81,86],main_program:31,mainli:[28,66,76,83],mainlin:69,maintain:[8,20,26,48,52,57,86,95],majel:21,major:[35,54,91,97,98],make:[2,7,8,18,20,21,22,26,27,29,35,38,45,46,48,49,52,53,54,57,59,64,66,73,74,75,76,79,80,81,86,91,92,94,99],make_ddim:77,make_function_oper:36,make_vari:63,maker:[57,58],malloc:75,man:33,manag:[17,22,27,28,34,54,61,69],mandarin:8,mani:[9,15,21,26,37,46,49,52,57,58,61,62,63,64,73,83,99],manili:39,manipul:[52,58,81],manner:[8,48,59],manual:[47,48,54,58,81,91,94],manylinux1:69,manylinux1_x86_64:[60,69],map:[2,7,8,13,17,18,20,26,52,58,61,63,64,73,83,94,98],map_fn:64,map_read:13,mapper:13,mapreduc:[18,81],mark:[2,37,38,45,46,55,61,72,79,94],market:35,mask:[6,8],master:[18,29,57,60,83,92],mastermind:21,mat:[43,44],mat_cache_row:25,mat_norm:25,mat_normal_shar:25,mat_param_attr:9,mat_sparse_row:25,mat_sparse_row_auto_grow:25,mat_sparse_row_id:25,mat_sparse_row_prefetch:25,mat_sparse_row_prefetch_full_s:25,mat_value_shar:25,match:[8,21,35,69,80],matchbox:94,math:[9,43,57,74,75,76,80],mathemat:59,matirx:8,matmul:[20,39,45,64,76],matric:[4,72,75],matrix:[7,8,9,13,17,25,43,44,75,76,82,85,98],matrixptr:75,matrixtyp:44,matter:2,mattyp:25,matur:81,max:[2,6,8,13,14,19,52,80,83,85,99],max_diff:19,max_id:[8,17,99],max_job_id:14,max_length:[8,46,72],max_movie_id:14,max_relative_error:[19,76],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:[7,99],maxid_evalu:7,maxid_lay:99,maxim:8,maximum:[7,8,14,20,27,72,76,80,83,99],maxinum:11,maxpool:8,mayb:20,md5:[14,23],mean:[2,6,7,8,9,10,11,13,15,17,21,32,39,46,51,53,54,61,67,72,73,76,79,80,83,85,86,94,96,97,98,99],mean_meta:98,mean_meta_224:98,mean_valu:98,mean_var_nam:8,meant:64,measur:[31,80],mechan:[8,9,28,31,52,58,72,86],mem:[8,20,30,46],mem_per_p:56,mem_per_train:56,member:[8,14,18,38,39,49,52,61,76],memcpi:[49,80],memor:8,memori:[1,2,9,20,25,26,30,35,42,46,48,57,72,73,74,75,77,80,83,85,87,99],memory_boot:9,memory_nam:8,memory_test:73,memory_threshold_on_load_data:83,mention:[21,26,45,48,54,55,73],mere:9,merg:[8,27,29,31,45,49,74,83,96],mergedict:96,messag:[20,38,42,50,51,52,57,58,62,65,74,83,87],meta:[98,99],metaclass:76,metadata:[33,86,87],metal:94,metaphor:38,metaplotlib:18,method:[2,8,10,17,19,20,29,35,37,38,39,47,52,53,55,57,61,62,64,67,69,75,76,77,79,80,83,85,99],methodolog:48,metric:31,microarchitectur:35,microsoft:8,might:[8,20,21,50,55,73,74,75,79,86,91],mileag:80,million:[14,85],min:[6,8,52,80,85,86],min_block:20,min_count:55,min_desc:20,min_pool_s:2,min_word_freq:14,mind:79,mini:[2,8,13,17,20,22,31,40,45],mini_batch:53,minibatch:[8,20,31,38,40,50],minim:[2,20,37,47,55,57,83,91,92],minimum:[8,91],minimun:83,minsizerel:[91,92],minst:2,minu:58,minus_grad:58,minusgradop:58,minusop:58,minusopgradmak:58,minusopprotoandcheckermak:58,minut:[22,29,67,73,86],mirror:[21,67],mislead:27,miss:[37,83,96],mit:86,mix:[9,64,72],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:79,mkdir:[34,66,81,86],mkl:[57,66,67],mkldnn:8,mkldnn_batch_norm:8,mlp:39,mlpaper:8,mnist:[2,4,24,37,38,50,53,54,56,57,79],mnist_provid:2,mnist_random_image_batch_read:53,mnist_train:[2,53],mnist_train_batch_read:53,mobil:[35,57,90],mod:81,mode:[8,17,35,74,83,97,98],model:[0,1,4,8,9,14,17,20,22,23,31,38,47,48,54,55,56,57,59,64,70,74,75,78,83,86,95],model_config:[4,97],model_list:[83,85],model_path:85,model_zoo:[96,98],modif:68,modifi:[4,8,35,39,54,59,72,75,76,81,86],modul:[1,2,4,9,14,17,36,37,46,54,64,76,79,98,99],modular:46,modulo:8,moment:79,momentum:[6,61,99],momentumop:79,mon:87,monitor:99,mono:8,month:[21,99],more:[1,2,4,7,8,9,13,18,19,21,22,26,29,30,34,35,36,38,45,46,47,52,53,54,55,57,59,64,66,67,70,72,73,75,76,77,79,80,81,85,87,92,94,99],most:[2,4,8,13,17,18,21,29,38,39,46,48,53,54,59,69,72,75,79,80,82,94],mostli:[35,94],motiv:57,mount:[30,67,81,86,87],mountpath:[86,87],move:[8,22,26,34,48,67,80,86,94],movement:80,movi:[2,14],movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:81,mpirun:81,mse:[38,47,50],much:[8,22,47,53,59,64,80],mul:[36,52,56,75,76],mul_grad:76,mul_op:76,mul_ratio:8,mul_result:52,mulgradkernel:76,mulkernel:76,mulop:[36,76],mulopgrad:76,mulopmak:76,multi:[8,31,49,75,79,81,82,83,94,98],multi_binary_label_cross_entropi:8,multi_crop:98,multigradientmachin:49,multinomi:8,multipl:[7,8,9,13,17,18,19,26,27,29,31,36,54,55,56,57,65,72,75,76,79,81,83,85,86,97,99],multiple_input:52,multiple_param_attr:52,multipli:[7,8,75],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,27,42,51,52,53,57,63,72,75,76,77,81,83,85,86,91,92],mutabl:77,mutable_data:[76,77],mutuable_data:77,mxnet:20,my_cluster_nam:86,my_external_dns_nam:86,my_lib:81,mypaddl:87,name:[2,6,7,8,9,11,15,17,18,19,20,22,24,25,27,30,31,35,36,39,42,44,46,50,52,56,57,60,62,63,64,65,67,69,70,72,73,75,76,80,81,83,85,87,88,89,94,96,97,98,99],name_prefix:24,namespac:[20,40,43,52,75,76,87],nativ:[8,35,74],natur:[26,29,46,55,64,85],ncall:79,ncelm:8,nchw:8,ndarrai:[15,17,24],ndcg:8,ndcg_num:8,ndk:91,nearest:[35,99],nearli:19,necess:64,necessari:[2,8,20,27,29,31,42,46,49,52,63,64,75,81,99],necessarili:75,need:[2,7,8,9,13,18,19,21,25,26,27,29,30,31,34,36,37,46,47,48,49,51,52,54,55,56,57,58,59,61,62,63,64,66,67,68,69,70,72,75,76,77,81,82,83,85,86,87,91,92,94,97,98,99],neg:[2,7,8,99],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighbor:99,neon:[35,91,92],ner:7,nest:[2,8,13,20,50],net:[8,9,20,37,45,61],net_diagram:98,netop:[20,57],network:[1,2,4,6,7,8,13,16,17,18,19,20,22,25,31,37,39,45,47,48,53,54,55,59,61,63,65,70,75,76,77,80,81,83,94,96],network_config:85,networkadministr:86,neural:[2,4,8,9,13,17,18,20,22,39,45,48,54,59,61,65,70,77,80,81,83,96,97,98],neuralnetwork:49,neuron:[4,75,99],never:[13,53,61,86,87],new_block_idx:52,new_stat:45,newblock:52,newer:91,newest:27,newli:[35,94],newop:20,newopdesc:52,newprogram:52,newremot:54,newvardesc:52,next:[8,14,22,28,46,64,72,75,76,79,80,83,86,87],nfs4:86,nfs:86,nfsver:86,ngram:14,nic:[82,83],nil:26,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:75,no_cach:2,no_grad_set:[19,76],no_sequ:[2,8],node1ip:81,node2ip:81,node3ip:81,node:[8,21,29,39,46,54,55,56,57,65,73,75,81,83,86,87,94],node_0:86,node_1:86,node_2:86,node_id:81,nodeattr:39,nodeentri:39,nodefil:81,nodesep:39,nohup:81,nois:[8,22,37,81,97],noise_dim:97,noisi:[8,37],non:[8,22,35,62,75,76,83,86],none:[1,2,4,6,7,8,9,10,11,15,17,18,19,20,31,37,39,40,45,46,47,50,52,56,63,64,72,98,99],nonlinear:75,nor:73,norm:[9,37,97],norm_by_tim:8,normal:[2,4,8,9,14,48,72,75,81,83,87,96,97,98],normzal:98,notat:8,note:[2,4,6,8,9,11,15,17,18,20,25,26,30,42,53,57,66,67,76,77,80,81,83,85,86,96],notebook:[30,67],noth:[5,17,52,61,73,83],notic:[58,72,74,75],notif:74,notingradi:76,notion:64,notori:19,now:[2,13,21,22,37,42,48,55,57,58,59,61,83,86,97],np_arrai:13,nproc:73,nullptr:[58,61,75],num:[8,9,81,83,99],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,39],num_filt:[8,9],num_gradient_serv:[81,82,83],num_group:8,num_hidden:39,num_input:74,num_neg_sampl:8,num_p:[54,56],num_parameter_serv:18,num_pass:[17,82,83,85,87,99],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:62,num_shard:24,num_step:64,num_train:[54,56],number:[2,7,8,9,13,14,15,20,22,24,31,48,53,55,57,63,64,73,75,79,81,83,86,96,98,99],numchunktyp:7,numdevices_:85,numer:[8,76],numeric_grad:19,numerical_grad:19,numlogicaldevices_:85,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,17,24,35,37,52,53,66,76,97,98],numreal:25,numsampl:80,numtagtyp:7,numtimeout:26,nv_:21,nv_gpu:73,nv_librari:21,nv_test:21,nvcc:[21,35],nvidia:[35,67,73,80,83],obei:7,obj:[2,98,99],object:[2,4,6,8,9,13,17,18,25,31,37,39,43,47,52,56,57,59,61,77,80,97,98,99],observ:[8,75,80],obtain:[29,48,99],obvious:[21,79],occupi:35,occur:[14,17],occurr:20,oct:87,odd:8,off:[44,66,67,73,81,91,92,94],offer:[4,20,56,57,63],offici:[8,21,74,86,91],offlin:[22,24,94],offset:[8,25],often:[8,25,39,74,79,81,99],ograd:75,old:[19,27,29,46,57,83],older:91,omega:59,omit:99,omp_num_thread:79,ompi_comm_world_rank:81,on_init:2,onc:[2,8,22,26,31,38,48,54,55,74,75,86,99],one:[2,5,7,8,9,11,13,17,18,19,20,22,25,26,27,29,30,31,32,35,36,37,39,41,42,45,46,47,48,49,50,51,52,53,54,56,57,58,61,62,64,67,73,74,75,76,81,83,85,86,87,94,96,97,98,99],onehotcrossentropyopkernel:76,ones:[36,37,57,74,76],onli:[1,2,4,7,8,9,11,15,17,18,19,21,25,26,27,28,29,30,31,34,35,37,38,45,46,47,49,52,54,55,56,57,62,63,64,66,68,69,72,73,75,76,77,80,82,83,85,86,87,94,96,98,99],onlin:[8,10,22,24,53],only_cpu:19,onto:[54,55,81,86],op_:76,op_check:76,op_class:[57,63],op_desc:[41,51],op_maker_class:[57,63],op_proto:63,op_test_util:76,op_typ:57,opattrcheck:76,opcreat:63,opdesc:[20,38,50,51,52,57,58,63,65],opdescbind:[41,58],opdescbuild:20,open:[2,8,15,18,24,37,53,74,79,81,86,98,99],openbla:[66,67,91],opencv:15,openmp:79,oper:[8,9,13,15,19,20,31,32,35,37,38,39,41,45,46,47,51,54,56,59,61,65,72,74,75,77,80,83,86,91,96],operand:35,operator_grad:19,operatorbas:[20,36,57,58,63,76],operatorwithkernel:76,opinfo:[41,57,58],opinfomak:41,opinfomap:58,opkernel:77,opkernelkei:57,opmak:63,opproto:76,opprotoandcheckermak:[58,76],opprotomak:[63,76],opregist:63,opregistri:63,ops:[19,20,21,38,39,48,50,51,52,57,76,94],ops_:20,ops_test:21,opt:[18,47,51,56,63,66],opt_op_list:47,optestmeta:76,optim:[2,6,16,17,19,32,37,48,49,50,54,55,56,57,59,62,75,79,80,81,91,92],optimis:47,optimize_op_attr:52,option:[2,7,8,18,21,37,42,50,51,52,57,62,63,65,73,75,79,81,85,91,94],optmization_op_list:47,opts_np:51,optyp:[41,63],opwithkernel:62,order:[2,8,9,13,15,17,32,38,42,53,59,64,66,75,79,81,83,86,87,94,97,98,99],ordereddict:17,oregon:86,org:[7,8,9,14,24,33,37,67,97],organ:[7,8],orient:63,origin:[1,2,8,9,13,14,19,35,37,61,64,74,77,97],other:[2,7,8,9,13,20,22,27,34,35,41,45,48,51,59,61,63,66,72,73,74,79,81,85,86,87,91,92,94,96,97,98,99],otherchunktyp:7,otherwis:[1,8,13,14,15,17,18,22,27,29,37,41,53,72,74,81,85],our:[18,21,37,41,48,54,55,61,64,66,69,72,73,74,75,79,86,87,91,96,99],out:[8,17,18,20,21,26,29,39,45,46,52,54,70,72,76,77,79,80,81,83,86,87],out_dir:86,out_left:8,out_mem:72,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:8,outlier:8,outlin:84,outout_lay:17,outout_layer1:17,outout_layer2:17,output:[4,5,6,7,9,11,13,17,18,19,20,24,29,34,36,37,38,39,40,41,42,45,46,48,50,51,52,53,54,55,57,58,61,62,63,64,66,72,73,74,75,76,77,79,80,83,85,87,91,96,97,98,99],output_:[8,75],output_all_step:45,output_dir:98,output_id:8,output_lay:[17,70,98],output_max_index:11,output_mem:[8,72],output_nam:19,output_num:45,output_path:24,output_seg:64,outputbuff:25,outputgradi:58,outputh:8,outputw:8,outsid:[2,8,9,54,61],outter_kwarg:2,outupt:64,outv:75,over:[1,8,9,17,18,48,64,74,75,80,99],overal:[37,48,74,94],overfit:59,overhead:80,overlap:[7,8,75],overlap_threshold:[7,8],overload:35,overrid:[20,22,34,56,75,76,77],overview:[26,27,28],overwhelm:74,overwrit:[34,81],own:[8,27,29,39,41,47,48,54,56,59,63,76,81,86,91],owner:[73,74],paam:15,pack:[64,91],packag:[2,13,14,26,30,36,60,66,67,74,76,79,86],pad:[9,99],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,17,18,20,21,22,24,30,34,36,37,40,42,43,44,45,46,49,50,54,56,57,59,63,64,66,67,69,70,72,73,74,75,76,78,79,80,81,83,85,86,91,94,97,99],paddle_begin_init_param:27,paddle_dir:76,paddle_element_typ:27,paddle_element_type_float32:27,paddle_element_type_float64:27,paddle_element_type_int32:27,paddle_element_type_int64:27,paddle_element_type_uint32:27,paddle_element_type_uint64:27,paddle_enforc:20,paddle_enforce_eq:[76,77],paddle_error:[43,44],paddle_exampl:30,paddle_finish_init_param:27,paddle_get_param:27,paddle_gradi:27,paddle_init_num_gradient_serv:81,paddle_init_param:27,paddle_init_port:81,paddle_init_ports_num:81,paddle_init_ports_num_for_spars:81,paddle_init_pserv:81,paddle_init_trainer_count:81,paddle_init_trainer_id:81,paddle_init_use_gpu:81,paddle_job:30,paddle_manylinux_devel:66,paddle_matrix:[43,44],paddle_matrix_cr:44,paddle_matrix_get_shap:43,paddle_matrix_shap:43,paddle_new_etcd_pserver_cli:27,paddle_new_pserver_cli:27,paddle_on_cloud:30,paddle_output:87,paddle_paramet:27,paddle_pserver2:81,paddle_pserver_cli:27,paddle_pserver_client_releas:27,paddle_root:96,paddle_save_model:27,paddle_send_grad:27,paddle_source_root:96,paddle_train:[44,60,81],paddledev:[67,86,87],paddlepaddl:[1,2,4,8,9,13,14,15,17,21,22,24,27,28,29,30,33,34,36,37,38,40,42,45,46,47,49,52,53,56,57,61,64,65,68,70,72,74,75,76,78,79,80,88,89,93,94,95,98,99],paddlepaddlebook:67,paddlepadl:2,paddpepaddl:2,page:[74,86],pain:56,pair:[7,8,20,38,47,54,57],pairwis:8,pakcag:21,palceholder_just_ignore_the_embed:96,paper:[8,37,96,97,98],paper_fil:8,para:25,paraconvert:96,paradigm:57,paragraph:45,paragraph_data:45,paragraph_out:45,parallel:[54,55,57,73,80,81,83,85,86,87],parallel_nn:[6,82,83],param:[6,8,9,13,19,20,27,49,52,77,81],param_attr:[8,9,25,52,72],param_config_proto:27,paramattr:[6,8,72],paramet:[1,2,4,7,9,10,11,13,14,15,16,19,20,21,23,25,29,32,34,37,38,39,41,42,45,47,50,53,54,61,63,64,66,70,74,75,77,78,85,97,99],parameter_block_s:[82,83],parameter_block_size_for_spars:[82,83],parameter_learning_r:6,parameter_list:47,parameter_nam:[17,18],parameter_serv:18,parameter_valu:25,parameterattribut:[6,8,9,25],parameterclient_:25,parametermap:75,parametermutex_:25,parameters_:75,parameters_and_grad:47,parameterserver2:25,parameterset:18,parameterupdat:49,parameterupdater_:25,parametr:8,params_grad:47,paramt:[86,96],paraphrase_data:96,paraphrase_model:96,paraspars:75,parent:[20,50,52,57,75],parent_:[20,61],parent_idx:52,parenthes:57,pars:[4,13,14,21,32,39,73,85,86,97],parse_config:[4,97],parser:13,part:[2,7,8,20,29,42,50,52,54,72,75,79,80,81,94,97,99],parti:[73,80,91,92],partial:[8,17,97],partial_sum:8,particip:76,participl:96,particular:[38,42,57,80],partit:[22,24,32,54,55,57,81,86],pass:[2,8,13,17,20,22,31,37,42,47,48,49,51,52,53,57,59,61,64,74,75,80,81,83,86,87,97,99],pass_gener:8,pass_id:17,pass_idx:53,pass_test:97,passtyp:75,password:81,past:[18,67,70,86],patch:33,path:[1,2,7,13,14,15,17,22,26,27,30,46,53,66,67,81,83,85,86,87,91,92,96,98,99],pattern:[14,22,43,48,59,86],paus:[22,29],pdf:[8,9],pem:[18,24,86],pend:[22,26],peopl:[8,73],pep425tag:69,pep8:74,per:[7,8,14,15,22,27,48,53,59,76,83,99],percal:79,perf_test:79,perfom:[83,85],perform:[1,8,9,19,27,31,35,37,49,53,54,57,59,72,73,75,76,78,81,82,91,92,97,99],perftool:79,period:[1,22,29,56,83,99],permiss:86,peroid:[8,15],persist:[32,62,65,86],persistentvolum:86,persistentvolumeclaim:86,person:[7,18],perspect:[57,80],perturb:[19,75],peter:56,pex:94,pfs:[24,34,56],pfsclient:24,pfspath:34,pgp:86,phase:[46,48,53,58,94],philosophi:[48,59],photo:37,physic:94,pick:[2,86],pickl:81,pictur:99,piec:[8,9,32,77],pil:[15,81],pillow:30,ping:74,pip:[60,66,68,70,74,79],pipe:13,pipe_read:13,pipelin:31,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,22,29,54,55,57,75,76,77,80,98],placehold:[37,77,96],placement:55,plain:[1,7,8,13,30,42,44],plan:[22,57,75,91],platform:[20,69,74,76,77,86,91,92],pleas:[2,4,6,8,9,10,15,18,22,26,27,28,39,45,52,53,56,57,65,66,67,69,72,73,74,75,76,77,79,81,86,91,92,95,96,99],plot:18,plu:[8,19],plug:48,pne:76,png:98,pnpairvalidationlay:83,pnpairvalidationpredict_fil:82,pod:[24,30,86,87],pod_nam:86,point:[20,22,30,35,56,73,74,76,77,79,80,91,94],pointer:[20,27,39,52,57,61,77],polar:14,polici:86,pollut:29,polyak:48,ponit:39,pool3:75,pool:[2,9,16,99],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:9,pool_siz:[2,8,9],pool_size_i:8,pool_strid:9,pool_typ:[8,9],pooled_height:8,pooled_width:8,pooling_lay:[9,99],pooling_typ:[8,99],poolingtyp:11,pop:20,popul:27,popular:[21,37,39,98],port:[21,79,81,82,83,86,87],port_num:82,portabl:39,ports_num:[81,83],ports_num_for_spars:[25,81,82,83,85],pose:22,posit:[2,7,8,9,99],positive_label:7,possibl:[18,20,26,52,55,59,80,97],post:[30,33],postpon:59,potenti:[35,80],power:[35,77,94,99],pprof:79,practic:[72,75],pre:[2,8,9,14,18,27,66,74,86,87,91,92,96],pre_activ:52,pre_bia:52,pre_dictandmodel:96,pre_stat:[45,64],preambl:52,precis:[7,31,35,48,66],precision_evalu:7,pred:[39,99],predetermin:[8,83],predic:14,predict:[2,3,7,8,17,54,59,70,72,83,96,99],predict_fil:83,predict_lay:17,predict_output_dir:[82,83,99],predict_sampl:4,predicted_label_id:99,prediction1:17,prediction2:17,prefetch:[25,75],prefix:[7,9,22,24,46,76,86],pregrad:75,premodel:96,prepand:52,prepar:[4,19,30,49,72,88,99],prepend:52,prepend_oper:52,preprocess:[14,15,64,87],present:[18,20,64,98],preserv:34,prev_batch_st:[82,83],prevent:[1,10,18,22,26,29,59,79],preview:57,previou:[8,9,17,22,34,45,46,55,75,79,83,86],previous:[8,87,98],previous_memori:20,price:[14,57,70],primari:38,primarili:[48,59],primer:74,primit:[35,64],principl:[18,21],print:[6,17,18,39,54,69,70,79,81,83,96,99],print_graphviz:39,print_s3_bucket:13,printallstatu:80,printer:7,printstatu:80,priorbox:8,prioriti:57,prite:7,privat:[20,44,52,61,62,63,64,74,77],privileg:[73,86],prob:[7,17,70,97],probabilist:[8,96],probability_of_label_0:99,probability_of_label_1:99,probabl:[7,8,17,46,67,72,74,98,99],problem:[4,8,18,19,21,29,37,38,48,57,59,69,73,99],proc:67,proc_from_raw_data:99,proce:[13,22,53,67,86],procedur:[20,42,77,96],proceed:8,process:[1,2,4,6,8,9,13,18,20,24,25,26,29,31,39,42,54,59,63,72,74,79,81,83,85,86,87,96,98,99],process_num:13,process_pr:99,processdata:98,processor:[35,80],produc:[8,9,13,22,39,53,98,99],product:[8,9,30,75,86,99],productgraph:87,prof:79,profil:34,proflier:80,program:[1,13,18,24,27,29,38,40,47,53,54,56,57,61,79,80,83],programdesc:[32,42,51,52,56,58],programm:[52,54],progress:[22,26,83],proivid:2,proj:8,project:[8,9,30,44,72,75,76],promis:[8,9,46],prompt:34,prone:18,propag:[8,10,48,76,83,85],proper:81,properli:[73,99],properti:[2,39,59,83],propos:[20,46,47,48,55,64],protect:[35,63,75,76],proto:[11,42,50,57,63,65,76],proto_:63,protobuf:[17,20,30,32,38,39,42,50,52,57,58,63],protoc:[91,92],protocol:[7,83,94],prove:99,provi:81,provid:[8,14,18,20,27,30,31,35,37,39,41,48,52,56,59,63,64,67,70,77,79,80,81,86,91,94,96,97,98],providermemory_threshold_on_load_data:82,provis:[86,94],provod:2,prune:[8,20],ps_desir:22,pserver:[17,25,27,28,30,57,81,82,83,86],pserver_addr:27,pserver_cpu:30,pserver_id:23,pserver_mem:30,pserver_num_thread:[25,82,83],pserver_spec:17,pserverstart_pserv:82,pseudo:[18,30,58,64],pseudocod:64,psize:75,ptr:44,pub:81,pull:[21,57,60,74,96],purchas:99,purpos:[8,22,54,55,80],push:[20,74],push_back:75,put:[21,22,25,52,55,75,87,91,99],pvc:86,pwd:[66,67,73,91],pxe:94,py_paddl:[4,97],pybind:[20,35],pydataprovid:[1,2,99],pydataprovider2:[3,4,99],pypi:69,pyramid:8,pyramid_height:8,python2:79,python3:69,python:[1,2,3,13,17,18,20,28,31,36,37,38,39,43,46,49,57,60,64,66,67,69,70,72,73,74,81,96,97],qualcomm:35,qualiti:99,queri:[7,8,86],query_id:7,question:[8,18,55,63,86],queue:55,quick:[39,83,87],quick_start:[30,86,87,88,99],quick_start_data:87,quickli:[46,52,57],quickstart:87,quit:[46,80],r14b:91,r_t:8,rac:8,rais:[13,39,81],rajathkmp:37,ran:[55,80],rand:[37,80,83,85,97],random:[2,6,8,13,24,37,49,52,53,76,81,83,97],random_crop:15,random_imag:24,randomli:[15,29],randomnumberse:82,rang:[2,8,13,24,35,37,53,54,56,63,74,83,85],rank:[8,18,64,77,86,98,99],rankdir:39,rapid:58,rare:2,raspberri:93,raspberry_pi:92,raspberrypi:92,raspbian:92,rate:[6,7,8,9,10,14,27,75,99],rather:[4,30,37,64,86],ratio:[8,83],raw:[8,13,42,99],rdma:83,rdma_tcp:[82,83],reach:[22,80],read:[1,2,13,15,17,18,22,24,53,54,55,57,64,67,72,73,81,86,91,94,98,99],read_from_realistic_imag:18,read_from_rng:18,read_lock:23,read_mnist_imag:18,read_ranking_model_data:18,readabl:[57,79],reader:[0,14,17,24,35,37,38,50,54,56,79,81],reader_cr:24,reader_creator_bool:53,reader_creator_random_imag:[13,53],reader_creator_random_image_and_label:[13,53],readi:[22,86,87,94],readlockguard:25,readm:44,readonesamplefromfil:2,readwritebuffer_:25,readwritemani:86,real:[2,8,25,37,53,81,97],realist:18,realiz:[20,45],realli:59,reason:[9,18,19,22,74,87],recal:7,receiv:[13,22,30,45,55],recent:48,reciev:83,recognit:[2,8,98],recommand:2,recommend:[1,9,18,66,67,68,72,74,75,81,83,91],recompil:80,record:[13,26,63,86],recordio:[13,14,18,24,26,54,56],recov:[22,64,97],recover:57,recoveri:26,rectifi:8,recurr:[45,61],recurrent_group:[9,72],recurrent_lay:9,recurrent_op:64,recurrentgradientmachin:[44,46,64],recurrentgroup:7,recurrentlay:83,recurs:[20,21,34,57],recv:[54,55,86],recvparametertyp:25,red:[37,79],redirect:13,reduc:[8,35,55,57,67,74,79,81,83,85],reduce_by_kei:57,reduce_mean:37,refactor:[38,46,48,49,52,54,55,59,64],refer:[1,4,6,8,9,10,15,19,20,22,26,27,28,35,39,45,50,52,57,59,61,64,65,66,67,72,73,75,76,77,87,91,96,99],referenc:[8,26],reflect:26,reformat:74,refrain:76,reg:63,regard:94,region:[8,61,80],regist:[58,75,80],register_gpu_profil:80,register_lay:75,register_op:[36,57,58,63,76],register_op_cpu_kernel:76,register_op_gpu_kernel:76,register_op_without_gradi:[57,76],register_oper:[41,58],register_tim:25,register_timer_info:80,registerop:63,registr:76,registri:[30,41,87,94],regress:8,regular:[6,75,86,99],reinforc:56,rel:[1,9,19,29,59,76,91],relat:[2,22,29,30,35,61,74,79,87,92,94],relationship:[58,97],releas:[56,60,86,91,92],relev:76,reli:[19,46,47,48,59,76,79],reliabl:[22,59],relu1:39,relu2:39,relu:[8,37,39,75],relwithdebinfo:79,remain:[64,99],rememb:[8,74],remot:[6,21,25,57,74,75,83,85,86],remote_ess:56,remote_sess:56,remoteparameterupdat:[25,28,83],remov:[13,34,46,74,83,91],renam:[34,35,69],reorgan:8,repeat:[20,38,50,51,62,63,65,79],repeatedli:38,replac:[21,26,41,48,56,58],repli:74,replic:54,replicaset:30,repo:[21,74,92],report:[26,35,54,80],reportdataset:26,repositori:[8,91],repres:[2,4,8,9,20,26,39,42,46,48,52,55,56,57,59,62,64,65,72,75,86,99],represent:[8,27,37,38,46,54,62,99],reproduc:73,request:[21,22,25,29,54,57,60,74,86,87,94,96],requir:[1,7,8,18,22,27,29,30,34,35,39,45,48,50,51,54,55,57,59,62,63,65,69,73,74,75,76,81,86,87,91,92,94,97,99],res5_3_branch2c_bn:98,res5_3_branch2c_conv:98,research:[8,14,54],reserv:[2,34],reserveoutput:75,reset:[8,22,31],reset_program:31,reshap:[19,53,77],reshape_s:8,resid:73,residu:98,resiz:[15,25,76,77],resize_s:15,resize_short:15,resnet_101:98,resnet_152:98,resnet_50:98,resolv:[21,74,87],resourc:[56,86],respect:[2,19,35,37,45,72,75,83,98],respons:[8,25,31,37,48,49,59,86,87],rest:[2,8,20,30,33,94],restart:[22,27,86,87,94],restartpolici:[86,87],restor:[19,48],restrict:[59,61,79,83],result:[4,5,7,8,17,19,26,31,37,38,39,42,46,47,49,54,76,77,79,80,83,86,98,99],result_fil:7,resum:29,ret:13,retain:77,retran:86,retriev:[20,46,61,73,75,79,87],retriv:81,return_seq:9,reuqest:60,reus:[20,29,46,53,57,75,76],rev:73,revamp:54,reveal:[18,79],revers:[8,9,72],review:[14,87,99],reviews_electronics_5:87,revis:99,rewrit:[21,76],rgb:[8,15],rho:10,right:[2,8,19,20,21,30,31,57,59,74,98],rkt:[30,73],rmsprop:[48,99],rmspropoptim:48,rnn:[8,9,20,37,46,52,57,61,78,82,99],rnn_bias_attr:72,rnn_layer_attr:72,rnn_out:72,rnn_output:64,rnn_step:8,rnn_use_batch:[82,83],rnnalgorithm:46,rnnlm:14,rnnstep:64,roadmap:64,robust:8,roi:8,role:[14,18,26,27,54,86],rollback:52,root:[10,11,86,87],rot:8,roughli:[2,97],round:35,routin:35,row:[4,7,8,13,25,75,98],row_id:8,rows_:62,rpc:26,rpcserver:26,rpi:92,rpi_arm_neon:92,rpi_toolchain:92,rsize:86,rtk:94,rtype:[8,13],rule:[7,38,54,75,86],run:[18,19,20,21,22,30,31,32,35,36,37,38,39,45,47,48,50,51,54,55,56,57,61,62,68,69,70,74,75,77,79,80,81,83,86,88,89,91,92,94,96,98,99],run_test:66,runinitfunct:80,runnabl:55,running_on_cloud:30,runtim:[1,2,20,32,41,45,56,57,65,67,81,91],runtime_table_:20,s_param:97,s_recurrent_group:72,sacrif:1,safe:30,sai:[8,38,40,53,54,73,83,85],sake:75,same:[2,4,7,8,9,17,18,19,26,27,29,36,37,39,45,46,52,54,56,57,58,61,64,66,72,76,77,81,85,86,96,99],samping_id:8,sampl:[2,4,7,13,14,31,37,63,67,81,83,85,96,97,98,99],sample_dim:97,sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:37,satifi:7,satisfi:[21,62,69,86,99],save:[2,8,13,17,22,24,26,27,30,38,39,42,48,54,62,65,73,81,83,85,86,87,98,99],save_dir:[83,85,87,97,99],save_only_on:[82,83],save_parameter_to_tar:17,saving_period:[82,83],saving_period_by_batch:[82,83,85,99],saw:2,scalabl:57,scalar:[2,8,20,40,64],scale:[5,48,54,55,58,63,76,81,98],scaleop:76,scaleopmak:[57,76],scalingproject:8,scan:[26,57],scatter:8,scenario:[46,82],scene:82,schdule:86,schedul:[26,30,55,86,97],scheduler_factor:6,schema:96,scheme:[7,10,25,59,76],scope:[19,32,56],score:[7,8,46],scp:81,scrip:99,script:[4,14,66,73,76,81,86,91,98,99],search:[8,22,61,66,72,83],second:[2,8,18,34,37,39,45,46,50,51,53,61,63,76,81,96,98,99],secret:86,section:[2,52,55,72,74,75,79,86,99],see:[2,4,8,9,18,22,35,52,56,74,76,77,79,80,86,96,97,98,99],seed:[80,83],seem:[21,35,69],seen:[59,76],segment:[7,45,64,77],segmentor:96,sel_fc:8,selcet:8,select:[8,46,86],selected_generation_scor:46,selected_id:[8,46],selected_indic:8,selected_row:[62,65],selected_rows_desc:[62,65],selected_scor:46,selectedrow:[41,65],selectiv:8,selector:87,self:[19,31,37,39,42,47,52,64,75,76],selfnorm:8,semant:[14,18,46,60],semat:18,send:[22,27,54,55,57,63,65,74,81,83,86],send_back_parameter_typ:25,sendbackparameterspars:25,sendbackparametertyp:25,sendparameterrequest:25,sendparameterrespons:25,sens:[48,59,74,79],sensit:8,sent:[18,27,54,57,63,87],sentenc:[2,8,14,45,46,64,72,99],sentence_input:64,sentiment:[2,99],sentimental_provid:2,separ:[2,7,27,36,48,54,58,59,81,83,96,99],seper:64,seq:[8,14],seq_len:64,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:96,seq_typ:[2,13],seqtext_evalu:7,seqtoseq:[8,96],seqtoseq_net:[8,96],sequel:2,sequenc:[2,5,7,8,9,11,13,14,20,32,38,47,50,64,74,75,96,99],sequence_conv_pool:99,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,20,72,99],seri:[9,69],serial:[2,17,20,26,42,49,57,65],serializ:57,serv:[35,54,57,64,67,80,81,86,97],server:[18,21,25,28,29,54,57,66,75,82,94],serverless:22,servic:[79,81,94],sess:[37,39,47,56],session:[39,47,51,80],set:[1,2,4,6,7,8,9,13,14,15,17,18,22,30,37,41,45,46,51,52,57,58,61,64,66,72,73,74,75,76,77,78,79,80,81,82,83,85,86,87,92,96,98,99],set_active_typ:75,set_default_parameter_nam:6,set_drop_r:75,set_float_el:19,set_input:8,set_siz:75,set_typ:75,setdatatyp:62,setdefault:76,setp:86,setq:73,settup:75,setup:[2,48,54,60,75,76,94,99],sever:[2,7,8,19,25,32,37,45,46,49,52,62,64,66,81,85,86,99],sexstant:94,sgd:[17,18,22,30,48,49,54,55,56,62,81,97],sgdasync_count:82,shall:21,shape:[7,8,13,17,19,20,37,40,45,50,52,56,57,62,76,77,98],shard:[22,23,24,25,26,27,29,54,55,81,86],share:[8,21,37,44,49,52,57,59,64,73,76,80,83,87],shared_bia:9,shared_bias:8,shared_librari:21,shared_ptr:[43,44,61,77],shell:[67,86,98],shift:[8,98],shorten:8,shorter:[15,98],should:[2,4,6,7,8,13,15,17,18,19,20,27,30,31,32,35,36,37,41,45,46,47,48,49,50,53,54,57,58,59,62,63,64,65,70,72,76,81,86,91,99],should_be_fals:18,should_be_tru:18,should_shuffl:2,show:[4,7,10,20,22,34,40,42,45,48,50,64,69,73,77,81,83,86,87,96,98,99],show_check_sparse_distribution_log:[82,83],show_layer_stat:[82,83],show_parameter_stats_period:[82,83,85,87,99],shown:[2,8,18,31,54,72,75,77,80,86,97,98,99],shrink:75,shuffl:[2,13],sid:86,side:[8,17,31,49,77,81,98],sig:86,sigint:81,sigmod:63,sigmod_op:63,sigmod_output:63,sigmoid:[8,20,56,63,64,75],sigmoidactiv:9,sign:[33,42,86],signal:81,signatur:86,signific:80,similar:[8,20,46,48,53,54,55,57,59,64,76,79,86,94,99],similarli:[8,13,76],simpl:[1,2,5,7,8,9,13,14,17,35,38,39,45,48,50,55,59,61,63,64,80,83,99],simple_attent:72,simple_gru:[72,99],simple_lstm:[8,99],simple_rnn:[8,72],simple_transform:15,simpler:49,simplest:86,simpli:[1,8,15,18,27,67,70,72,80,96,98],simplifi:[18,46,52,63,75,87],simultan:86,sinc:[8,9,22,26,28,29,41,48,53,54,56,58,59,64,77,80,86,94,97,99],sincer:74,singl:[2,7,9,13,22,31,35,54,55,56,57,61,66,70,75,79,81,87,98,99],sinlg:17,sit:54,site:[21,79,86],situat:51,six:96,size:[2,7,8,9,13,14,15,17,22,24,25,27,35,37,42,46,48,52,53,54,56,62,63,64,67,70,72,75,76,77,83,91,92,97,98,99],size_a:8,size_b:8,size_t:[25,64,75],sizeof:[20,96],skip:[53,74,81,86,98],sliceproject:8,slide:[8,10,14,22],slightli:37,slope:8,slopeinterceptlay:8,slow:[2,80],slowli:[73,79],small:[2,8,14,19,32,37,46,74,75,83],small_messag:[82,83],smaller:[8,19,22,35,46,74],smart:61,smooth:8,snap:87,snapdragon:35,snapshot:[23,29,86],snippet:[36,47,72,75,80,86,99],sock:30,sock_recv_buf_s:[82,83],sock_send_buf_s:[82,83],socket:83,softmax:[8,9,18,20,39,40,46,50,54,55,56,72,75,96,99],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:99,softmaxoutput:39,softwar:[35,80,94],solid:37,solut:94,solv:[18,57],some:[2,6,8,13,15,17,18,20,21,25,26,27,29,30,35,36,37,38,45,46,47,50,51,52,53,55,57,58,61,64,74,75,76,77,80,81,82,83,85,86,91,92,94,97,99],some_c_api_funct:44,some_inst:44,some_op:[41,45,64],some_python_class:43,somecppclass:43,somedata:17,somegotyp:43,someth:[2,25,52,73,74,79],sometim:[8,53,73,80],someurl:13,somewhat:27,somewher:61,soon:22,sophist:75,sort:[8,14,64,79,83,86],sort_by_length:64,sourc:[8,14,19,21,34,37,42,44,46,53,57,72,79,81,86,87,96,99],source_dict_dim:[46,72],source_dict_s:46,source_language_word:[46,72],space:[7,8,35,52,55,59,72,73,80],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,13,25,75,77,81,83,86,99],sparse_binary_vector:[2,13,99],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:25,sparse_upd:[6,25],sparse_value_slot:13,sparseparam:75,sparseprefetchrowcpumatrix:75,spatial:8,spatial_scal:8,speak:72,spec:[86,87],specfii:83,special:[8,27,35,41,46,47,54,76,96,99],specialvartypeinfer:41,specif:[1,17,21,22,34,46,57,61,73,76,85,91,99],specifi:[1,2,7,8,18,19,25,26,27,30,31,32,34,37,42,52,54,56,61,63,64,67,72,73,74,75,77,79,83,86,91,97,98,99],speech:8,speed:[8,9,35,42,48,66,94],spefici:98,sphinx:43,split:[2,8,13,29,40,46,57,64,81,85,86,96,98,99],split_count:[81,86],sql:1,sqrt:8,squar:[8,10,11,39],squarerootnpool:8,srand:83,src:[21,81],src_backward:72,src_embed:[46,72],src_forward:72,src_root:4,src_word_id:[46,72],src_word_vec:46,srl:14,ssd:8,ssh:[81,86,87,92],ssh_server:81,sstabl:18,stabil:[8,19,76],stabl:[60,86],stack:[57,64,86,99],stackexchang:8,stage:[21,28,37,65,81,91],stale:[22,56],stamp:80,standalon:91,standard:[6,13,57,59,69,73,79,96],stanford:[14,19,87],star:21,start:[8,9,17,21,22,25,26,27,29,30,46,49,54,66,67,69,72,73,79,80,83,90,96],start_mpi_train:81,start_pass:[82,83],start_po:8,start_pserv:83,startup:[22,30,86],stat:[80,83],state:[8,9,20,22,31,45,46,61,64,72,83,87,97],state_act:[8,9],statement:[38,75,86],static_cast:77,staticinput:[8,72],statist:[8,31,83,99],statset:80,statu:[30,46,80,86,87],status:87,std:[17,21,25,39,41,43,44,51,57,58,61,63,75,76,77,83],stdbuf:81,stderr:81,stdout:[13,81],step:[4,8,9,11,19,20,22,27,31,37,38,46,48,49,52,54,55,57,63,64,66,67,72,74,75,79,80,81,86,87,91,92,94,99],step_id:64,step_input:64,step_net:20,step_output:64,step_scop:57,stepnet:[20,45,57,61],still:[26,29,54,58,69,77,98],stirng:52,stmt1482205552000:86,stmt1482205746000:86,stochast:[10,22,26,29,48,81],stop:[8,73,81,83,87],storag:[33,35,81,86,87],store:[7,8,14,17,19,20,21,25,39,41,42,46,49,50,52,54,56,57,58,59,61,64,75,76,77,81,83,86,87,92,96,98,99],str:[15,17,30,64,85],straight:[50,53,62],strategi:[2,11,22,52,55,83],stream:13,street:8,strength:97,strict:[53,81],stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,13,15,17,20,26,34,39,42,50,51,52,56,57,58,61,62,63,65,75,76,83,86],strip:[79,99],strongli:81,struct:[26,27,33,35,41,44,58,63],structur:[20,26,37,42,46,50,52,57,62,81,86,96,99],sts:86,stuff:74,stun:2,style:[2,8,57,63,66],sub:[7,8,13,18,29,37,45,49,52,54,72,75,91,99],sub_nest_seq:8,sub_sequ:[2,8],subclass:52,subcommand:34,subgradi:10,subgraph:[37,55],submiss:54,submit:[57,81,82,83,86],subnet0:86,subnet:[18,86],subobjectpath:87,subsequ:8,subsequenceinput:8,subset:75,substanti:98,succeed:[26,87],success:[8,27,86,87,98],successfulcr:87,successfulli:[76,98],successor:83,sudo:[73,86],suffer:19,suffici:83,suffix:[30,69,81],suggest:[8,21,74,80],suit:94,suitabl:[62,83],sum:[8,10,20,23,41,52,72,75],sum_:8,summar:[37,99],sumopgradmak:58,sumpool:8,suppli:62,support:[6,7,8,10,11,13,15,19,20,22,29,30,36,37,42,46,48,49,51,53,54,55,57,58,59,62,66,67,69,70,72,73,75,76,77,80,81,83,86,91,92,94],suppos:[9,21,36,62,75,99],suppress:[8,34],sure:[66,73,75,79,86],surpass:8,svs:63,swagger:33,swap_channel:98,swig:[4,28,43,44,66,91],swig_paddl:[4,97],switchop:20,symbol:[8,20,39,44,69],symbols_ready_:20,symbolt:[20,57],symlink:74,sync:[22,48,59,83,97],sync_with_cpp:79,syncflag:75,synchron:[22,26,81,83,86],syntax:[46,53],synthes:97,sys:98,sysroot:91,system:[20,21,22,27,29,33,36,37,54,55,66,67,69,76,79,81,87,91,99],t2b:96,tab:[69,99],tabl:[2,7,8,20,41,42,62,65,98,99],tablelookup:62,tablelookupgrad:62,tablelookupop:62,tableproject:8,tag:[7,14,67,72,81],tagtyp:7,tail:46,take:[2,4,7,8,9,13,17,18,20,21,22,29,32,35,37,38,40,41,48,50,51,52,53,57,58,64,66,72,73,74,75,76,79,80,81,86,87,97],taken:[2,39,54,64],talk:[27,92],tangl:79,tanh:[8,9,37,46,54,72,75],tanhactiv:9,tar:[13,15,17,86],tarbal:86,target:[8,14,17,20,21,37,39,47,51,54,56,57,66,72,76,91,92,96,99],target_dict_dim:72,target_dict_s:46,target_dictionary_dim:8,target_language_embed:8,target_language_word:72,target_link_librari:21,target_word:46,targetinlink:8,task:[2,7,8,42,46,54,63,72,85,96,98],task_queu:26,taskentri:26,taskqueu:26,tbd:28,tcp:[83,86],teach:99,tear:80,technic:22,techniqu:[72,75,79],technolog:73,tee:87,tell:[22,26,27,46,63,67,80,91],templat:[36,63,76,77,87,94],tempor:[8,99],temporari:[30,48,52,95],ten:73,tensor:[19,21,35,37,39,41,42,45,46,55,56,62,64,65,76],tensor_array_read:64,tensor_array_s:64,tensor_array_stack:64,tensor_array_unstack:64,tensor_array_writ:64,tensor_data:42,tensor_s:19,tensor_test:21,tensor_to_check:19,tensorarraydesc:64,tensordesc:[42,62],tensorflow:[20,37,40,54,55,59,64,77],term:[8,9,22,58,59],termin:87,tese:1,tessorarrai:64,test100:14,test10:14,test1:24,test:[1,2,8,13,14,15,17,18,19,21,39,44,48,53,56,60,70,77,80,81,82,96,98,99],test_:76,test_all_data_in_one_period:87,test_check_grad_ingore_i:76,test_check_grad_ingore_x:76,test_check_grad_norm:76,test_data_dir:81,test_fcgrad:75,test_gpuprofil:80,test_layergrad:75,test_list:[2,99],test_mul_op:[66,76],test_norm:76,test_pass:[82,83,85],test_period:[82,83,85],test_recurrent_op:74,test_wait:[82,83],testa:18,testb:18,testbilinearfwdbwd:80,testcas:76,testconfig:75,testfcgrad:75,testfclay:75,testlayergrad:75,testmodel_list:82,testmulgradop:76,testmulop:76,testq:18,testresult:17,testsave_dir:82,testutil:75,text1:34,text:[1,2,7,9,13,18,42,45,86,96,99],text_conv:99,text_fil:13,tflop:80,tftp:94,tgz:[14,69],than:[2,4,6,7,8,9,22,30,36,37,52,57,59,64,66,72,73,75,81,86,91,94,98],thank:96,thei:[2,8,18,21,22,27,29,32,34,37,38,46,47,52,55,56,57,63,64,65,72,73,74,75,76,77,80,81,82,86,98],them:[1,2,7,8,9,15,18,19,21,22,25,30,32,36,41,46,53,55,57,58,61,62,63,64,65,73,74,76,80,82,83,86,98,99],themselv:21,theori:80,therefor:48,therein:[8,20],therun:98,theta:37,theta_d:37,theta_g:37,thi:[1,2,6,7,8,9,10,13,14,15,17,18,19,20,21,22,25,26,27,28,29,30,31,35,36,37,38,39,45,46,47,48,49,50,52,53,54,55,56,57,58,59,62,63,64,67,69,70,72,73,74,75,76,77,79,80,81,83,85,86,87,91,92,94,96,97,98,99],thin:41,thing:[2,37,54,57,80],think:[18,21],third:[8,22,39,76,79,80,91,92,98],third_parti:[8,91,92],thirt:73,those:[8,20,21,22,36,38,39,40,50,91,98],though:[64,94],thought:[21,80],thread:[75,79,80,83,85],thread_local_rand_use_global_se:[82,83],threadid:85,threadloc:80,three:[2,7,8,19,22,31,35,38,46,47,49,50,53,83,91,97,98],threshold:[6,7,8,22,26,74,83],through:[4,8,21,22,26,28,31,47,48,56,72,75,76,80,81,96,97],throughout:[32,99],throughput:[80,81],thrust:57,thu:[2,8,29,31,39,75,86,95],tier:87,time:[2,8,9,11,13,17,18,19,21,22,26,29,36,41,45,46,52,53,54,55,57,58,62,63,64,65,66,72,73,77,79,80,83,85,87,94,99],timelin:[8,57,80],timeo:86,timeout:[22,26],timeout_sec:13,timestamp:[8,23],timestep:[2,8,61],tip:91,titl:14,tls:33,tmp:52,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:17,todo:[7,13,14,20,22,26,29,46,63],toend:8,togeth:[2,8,9,13,17,64,72],token:[7,8,18,72,96],toler:[17,19,66,76],too:[14,19,64],took:94,tool:[66,69,72,73,79,86,91,92],toolchain:[79,91],top:[7,17,45,46,76,98],top_k:[7,46],top_level_rnn:45,topk_generated_scor:46,topk_id:46,topk_scor:46,toplevel:73,topolog:[18,22,39,42,49,54,56],topoloi:39,topolopi:17,torch:20,toronto:[8,14],total:[17,22,31,53,55,79,80,81,87,94,96],total_pass:53,tottim:79,trace:[20,37],track:[22,26,39,52],tractabl:8,tradit:[8,20,35],traffic:54,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,24,26,27,29,31,37,38,42,48,49,50,51,56,57,59,62,65,72,75,78,80,82,88,89,98],train_conf:96,train_config_dir:86,train_data:81,train_data_dir:81,train_id:86,train_list:[2,81,98,99],trainabl:[8,42,52],traindot_period:82,trainer:[2,4,18,23,24,25,26,28,48,49,54,55,57,75,83,85,97,99],trainer_config:[1,2,86,87,99],trainer_config_help:[2,75,99],trainer_count:[70,81,82,83,85,86,87],trainer_cpu:30,trainer_cr:30,trainer_gpu:30,trainer_id:[81,83,86],trainer_intern:25,trainer_mem:30,trainer_packag:30,trainerid:29,trainerintern:99,training_machin:97,trainingtest_period:82,trainonebatch:25,trainonedatabatch:97,tran:[75,83],trane:2,transact:[22,26],transfer:[1,2],transform:[8,9,15,57,72,75,77,97,99],transform_param_attr:9,transformed_st:9,translat:[8,9,96],translation_id:46,translation_scor:46,transpar:[46,81],transport:83,transpos:[8,15,75,97],transposedfullmatrixproject:8,travel:2,travers:38,travi:74,treat:[8,20,27],treatment:[27,35],tree:[8,20,52,83,92],trg_dic_siz:46,trg_embed:[46,72],triain:1,trick:46,tricki:43,trigger:[29,49],trim:8,trivial:[2,46,64],trn:99,true_block:[20,40,50],true_imag:53,true_label:53,true_neg:31,true_posit:31,true_read:53,truth:[7,8,99],tst:99,tune:[6,78,79,99],tuninglog_barrier_abstract:82,tupl:[2,8,9,13,14,15,17,52,53],ture:8,turn:[8,52,53,67,97],tutori:[66,67,72,75,76,79,80,81,86,87,88,89,95,98,99],twice:[37,55],twine:60,two:[1,2,7,8,9,18,27,28,29,30,31,34,35,37,38,41,42,46,48,50,53,54,56,57,58,59,61,62,63,64,65,72,76,77,80,81,85,86,91,92,96,97,98,99],txt:[2,21,30,34,75,81,86,99],type:[2,7,8,9,11,13,14,15,17,18,20,22,25,26,29,30,33,34,35,41,42,43,44,45,46,50,51,52,53,57,58,59,62,63,65,70,72,73,75,77,81,83,85,86,87,98,99],type_nam:63,typedef:[27,35,43,44],typeid:63,typenam:[36,63,76,77],typic:[4,7,54,80],ubuntu:[60,69,70,79],ubyt:53,uci:14,uci_h:70,ufldl:8,uid:87,uint16_t:35,uint32:[33,42],uint64:[42,43],uint64_t:43,unawar:27,unbalanc:83,unbound:72,unclear:29,under:[21,26,55,66,67,77,81,86],underli:46,understand:[52,79,80,94,96],understand_senti:72,undeterminist:80,unidirect:8,unifi:[39,62,74],uniform:[6,8,13,24,37,52,53,83,97],uniform_random:52,uniqu:[18,20,22,29,30,52,61,76,81,83,86],unique_nam:52,unique_name_gener:52,unique_ptr:[58,61,75],unit:[8,9,21,48,59,66,72,77],unittest:[44,74,76],unittestcheckgrad_ep:82,unk:[62,65,96],unk_idx:99,unknown:8,unlik:[8,46,76],unnecessari:74,unordered_map:61,unpack:64,unrol:45,unseen:59,unseg:8,unsign:[27,35],unstack:64,unstack_from:64,unsupervis:37,unsupport:76,until:[22,27,55,61,86],unzip:91,updat:[6,8,10,22,26,27,33,35,37,45,46,47,48,49,54,61,64,69,75,79,81,83,85],update_equ:17,update_hook:6,update_memori:20,update_op:47,updatecallback:75,updatestack:86,upgrad:[69,95],upload:[22,30,33,60,81],upon:22,upper:8,upstream:74,uri:86,url:[13,14,74],usag:[1,2,7,8,9,15,17,35,40,49,76,80,81,96,97],use:[1,2,4,6,7,8,9,11,13,14,15,17,18,19,20,21,22,28,32,35,37,39,41,46,47,49,52,54,55,56,61,62,63,64,65,66,67,69,70,72,73,74,75,76,79,80,81,83,85,86,87,91,92,96,97,98,99],use_eigen_bla:91,use_eigen_for_bla:91,use_etcd:17,use_global_stat:8,use_gpu:[70,81,82,83,85,87,97,98,99],use_mkldnn:8,use_old_updat:[25,82,83],use_sparse_remote_updat:25,used:[1,2,4,7,8,9,10,11,13,14,15,17,18,19,20,21,22,28,29,35,37,39,45,46,48,49,52,53,54,56,57,59,61,63,64,66,69,72,73,75,76,77,79,80,82,83,85,86,91,92,96,98,99],useful:[1,2,8,9,19,35,61,72,75,85,91,99],usegpu:[75,97],user:[1,2,6,8,9,13,14,15,17,18,19,20,21,24,26,29,30,31,34,36,37,38,39,41,46,47,48,52,53,54,55,56,57,58,59,61,63,64,67,74,79,81,82,83,86,94,98,99],user_info:14,user_nam:24,usercert:24,userinfo:14,userkei:24,usernam:24,uses:[2,8,22,29,35,45,46,49,54,66,69,72,73,74,75,77,81,83,86,91,98,99],using:[1,2,4,6,8,9,13,17,18,20,21,22,26,27,29,30,34,35,36,37,39,41,45,47,48,50,53,54,58,59,61,63,66,67,69,70,72,73,74,75,76,77,80,81,83,85,86,87,91,92,95,96,97,98,99],usr:[66,67,81,83,86],usrdict:96,usrmodel:96,usual:[8,17,30,50,59,74,76,79,80,83,85,86],utf:96,util:[4,72,75,76,80,94],uuid:[23,29],v28:8,v7a:91,v8a:91,valid:[8,15,53,57,61,76,86,98],valu:[2,4,6,7,8,11,13,14,15,17,19,20,22,31,39,40,42,45,46,47,48,49,50,52,54,56,57,61,62,63,64,65,72,75,76,83,85,86,91,97,98],value1:83,value2:83,value_:62,value_evalu:7,value_rang:13,valueerror:39,values_:64,vanilla:72,varabl:55,vardesc:[20,38,50,52,57,62],vardescbuild:20,vari:[80,86],variabl:[2,10,13,14,18,19,20,31,32,37,38,39,40,41,45,46,47,48,50,51,54,55,56,58,59,62,63,64,75,76,79,81,86,87,91],variablenamemap:76,varialbl:37,varianc:[8,98],variant:[8,41,64],varibl:39,varienc:64,varient:64,variou:[20,35,59,91],varproto:63,vars_:[20,61],vartyp:[62,65],vartypeinfer:41,vec1:8,vec2:8,vector:[2,8,9,13,14,18,20,25,27,39,40,45,46,52,57,58,62,64,72,75,77,96,99],vectorenable_parallel_vector:82,vendor:21,verb:14,verbos:[34,74],veri:[2,8,11,21,26,36,37,46,49,53,55,59,61,64,72,79,80,81,99],verifi:[20,75],version:[8,9,21,30,34,37,39,40,42,46,54,60,66,67,70,73,75,79,80,81,82,83,86,87,91,92,96],versu:18,vertic:[8,98],vgg:9,via:[22,68,74,80,86,94,99],view:[8,42],vim:67,viriabl:81,virtual:[41,58,73],virtualenv:73,visibl:[29,61],visit:17,visual:[8,46,80],vlog:[25,74],voc_dim:99,voila:70,volum:87,volumemount:[86,87],volumn:86,vutbr:14,wai:[2,7,9,18,27,29,46,48,52,53,56,59,64,72,73,74,75,85],wait:[22,27,81,83],walk:[4,97],wangkuiyi:21,want:[2,8,18,30,31,37,48,51,53,56,59,61,64,66,67,73,74,75,79,81,83,85,91,92,96,98,99],warn:[17,34],warp:[8,80],warpctc:8,watch:22,wbia:[86,98],web:79,websit:99,weight:[7,8,9,10,42,59,72,75,83,85,98],weight_act:9,weightlist:75,weights_:75,weights_t:75,welcom:21,well:[30,36,37,54,56,59,62,75,83,86,99],were:[7,21],west:86,wether:8,wget:91,what:[6,8,21,37,46,52,54,55,63,76,79,94,99],whatev:[73,81],wheel:69,when:[1,2,6,7,8,10,13,17,19,20,21,22,25,26,27,30,31,34,35,39,46,48,49,50,52,54,55,57,64,66,68,72,73,74,75,76,77,79,80,81,83,85,86,87,91,94,96,97],whenev:[52,74],where:[2,8,9,10,18,20,22,29,38,45,46,48,50,54,57,59,64,72,75,76,79,80,83,85,96,98],wherea:[20,26,36,40],whether:[7,8,13,15,17,19,20,53,62,64,66,67,75,76,83,97],which:[1,2,4,6,7,8,9,13,14,15,17,18,19,20,21,22,24,26,27,29,30,32,35,36,37,39,41,42,45,46,47,49,50,51,52,53,54,55,56,57,58,61,62,63,64,66,69,72,73,74,75,76,77,79,80,81,83,85,86,91,94,97,98,99],whichev:97,while_loop:[46,64],whileloop:64,whileop:20,whl:66,who:[36,38,52,74,96,98],whoever:27,whole:[2,7,13,37,40,43,44,45,51,63,74,81,86,87,94,99],whose:[2,8,13,19,22,29,45,57,58,63,64,72],why:[9,19,44,73],wide:[21,37,69,81],width:[7,8,13,15,25,43,53,75,76],wiki:[8,21],wikipedia:[8,14],wilder:2,window:[8,11,14,48,67,73,91],wirt:39,wise:[8,15,55,57,77],wish:[66,69,81],with_avx:[66,67,81,91],with_bia:63,with_c_api:[66,91,92],with_doc:66,with_doubl:[66,75,81],with_dso:66,with_golang:66,with_gpu:[66,73,81,91],with_mkl:66,with_profil:80,with_python:[66,81,91],with_rdma:[81,91],with_style_check:[66,74],with_swig_pi:[66,91],with_test:[66,76],with_tim:[80,81],within:[8,26],without:[7,8,22,27,52,53,55,57,76,79,81,91],wloop:64,wmt14:72,wmt_shrinked_data:14,won:[80,81,98],wonder:2,word2vec:[30,81],word:[2,7,8,14,38,41,45,46,55,57,63,64,72,81,85],word_dict:[81,99],word_dim:99,word_id:2,word_idx:14,word_vector:99,word_vector_dim:[8,46,72,96],words_freq_sort:14,work:[2,4,13,18,20,21,22,35,47,48,52,54,67,72,73,74,75,79,80,81,83,86,87,94,99],worker:[55,65,86],workercount:86,workflow:[57,86],workspac:[74,81,83],world:81,wors:97,would:[17,20,21,22,29,36,37,38,47,48,49,52,53,54,55,62,64,67,73,74,79,86,91,94,97,99],wouldn:38,wrap:[36,37,94],wrapper:[9,21,36,48,54,58,64,80],write:[2,13,18,22,29,35,36,39,41,47,48,52,53,54,55,57,58,64,73,78,81,86],write_lock:23,writer:[18,52],written:[20,37,42,48,57,58,62,66,67,76,77,79,81],wrong:[2,53],wrote:[39,55],wsize:86,wustl:8,www:[8,14],x64:[91,92],x86_64:91,x_i:8,x_j:8,x_neg:19,x_po:19,xarg:[7,67,75,81],xgbe0:83,xgbe1:83,xmap_read:13,xrang:[19,37,53,70,75],xxx:[18,64,98],xxxx:23,xxxxxxxxx:86,xxxxxxxxxx:86,xxxxxxxxxxxxx:86,xxxxxxxxxxxxxxxxxxx:86,y_dim:37,y_neg:19,y_po:19,y_predict:70,yaml:[21,81,86,94],yancey1989:30,yann:14,yapf:74,yeild:17,yep:79,yet:94,yield:[2,13,18,24,53,99],yin:8,you:[1,2,4,6,8,9,13,17,19,30,35,61,66,67,68,69,70,72,73,74,75,79,80,81,83,85,86,91,92,94,96,97,98,99],your:[2,8,13,17,18,21,25,30,34,57,66,68,69,73,74,75,80,81,85,86,91,92,94,99],your_access_key_id:86,your_secrete_access_kei:86,your_source_root:44,yourself:66,yuyang18:[13,14],yuyang:79,z_dim:37,z_size:37,zero:[2,6,8,9,10,13,14,19,22,37,46,49,52,62,75,83,86,99],zhidao:96,zip:[14,52,91],zone:86,zxvf:86},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The
IfElse
Operator","Design Doc: InferVarType","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Averaging Parameter in PaddlePaddle","Design Doc: The C++ ClassParameters
","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build PaddlePaddle from Source Code and Run Unit Test","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Build PaddlePaddle for Android","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey","<no title>","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Model Zoo - ImageNet","Quick Start"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":24,"\u4e0d\u4f7f\u7528":43,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":43,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":43,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":43,"\u4ec5\u4ec5\u4f7f\u7528void":43,"\u4ece\u5feb\u7167\u6062\u590d":23,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":43,"\u4f7f\u7528\u8f6c\u6362\u5e93":24,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":44,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":44,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":33,"\u5206\u652f\u89c4\u8303":60,"\u52a0\u901f\u6267\u884c":23,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":43,"\u52a8\u6001\u6269\u5bb9":23,"\u539f\u56e0":43,"\u539f\u56e0\u5217\u8868":43,"\u53c2\u8003\u6587\u6863":33,"\u540d\u8bcd\u89e3\u91ca":33,"\u57fa\u672c\u8981\u6c42":43,"\u5b9e\u73b0":43,"\u5b9e\u73b0\u65b9\u5f0f":44,"\u5bfc\u51fac":43,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":23,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":43,"\u63a8\u6d4b\u6267\u884c":23,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":24,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":33,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":24,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":24,"\u6587\u4ef6\u9884\u5904\u7406":24,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":44,"\u672f\u8bed":23,"\u67b6\u6784\u56fe":33,"\u6846\u67b6\u751f\u6210":33,"\u6982\u5ff5\u89e3\u91ca":24,"\u6a21\u5757":33,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":23,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":44,"\u6d41\u7a0b\u4ecb\u7ecd":24,"\u751f\u6210sparse\u6587\u4ef6":33,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":33,"\u76ee\u5f55\u7ed3\u6784":44,"\u76ee\u6807":33,"\u793a\u4f8b\u7a0b\u5e8f":24,"\u7b26\u53f7":43,"\u7c7b":43,"\u7f16\u8bd1\u9009\u9879":44,"\u7f29\u5bb9":23,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":43,"\u80cc\u666f":43,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":33,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":24,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":24,"\u8f6c\u6362\u5e93":24,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":43,"\u8fdb\u884c\u8bad\u7ec3":24,"abstract":[54,55,56,94],"book\u4e2d\u6240\u6709\u7ae0\u8282":60,"case":85,"class":[37,49,52,75,76],"filemanager\u8bbe\u8ba1\u6587\u6863":33,"function":[21,36,37,52,96],"new":[75,76],"paddle\u52a8\u6001\u5e93\u4e2d":43,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":43,"paddlepaddle\u53d1\u884c\u89c4\u8303":60,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":60,"return":53,"tensor\u5230eigentensor\u7684\u8f6c\u6362":77,AWS:86,Abs:5,DNS:86,EFS:86,For:[21,87],KMS:86,NOT:32,Not:73,The:[20,27,37,38,40,41,47,49,57,58,92],Use:[20,50,81,85,87],Using:[21,27,69,81,91],With:30,about:37,absolut:46,access:86,account:86,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:86,address:86,addto:8,adversari:97,aggreg:8,aggregatelevel:8,alalysi:25,algorithm:[19,22,45,51,54,99],all:[61,64],analysi:54,android:91,api:[0,3,44,47,48,52,59,63],appendix:[94,99],applic:3,approach:80,architectur:[54,72,99],argument:[34,53,81,82,85,91,92,99],arrai:19,asset:86,associ:[61,86],assumpt:94,async:83,attent:72,attribut:[6,59],auc:7,auto:19,averag:48,avg:11,aws:86,backgraound:19,background:[55,56,64,65,76],backward:[38,57,76],base:[30,46,55],basepool:11,basic:94,batch:53,batch_norm:8,batch_siz:53,beam:46,beam_search:8,benefit:[55,57],between:[18,52,57,63],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:20,bind:76,bla:66,block:[20,37,38,50,52,57],block_expand:8,blockdesc:50,book:67,bool:66,bootstrap:94,bottleneck:79,brelu:5,bring:94,bucket:86,build:[37,57,66,68,73,87,91,92],built:80,cach:2,can:61,capi:44,capi_priv:44,challeng:[51,55],chang:46,check:[8,19,75,81],checker:19,checkpoint:[22,23,29],chines:96,choos:[21,86],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:27,clip:8,close:19,cloudform:86,cluster:[28,81,85,86,94],cmake:[21,92],code:[30,52,73,74,79],column_sum:7,command:[81,84,85,99],commit:87,common:83,commun:83,compar:94,comparis:52,compil:[20,35,50,57,66,76,91,92],compos:53,comput:[20,38,57,59,77],con:94,concat:8,concept:[52,57,86],conclus:[29,39,94],condit:37,config:[3,85],configur:[16,72,78,86,99],conll05:14,connect:8,construct:38,contain:[67,87],content:[44,80,86],context_project:8,contribut:74,control:57,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[29,54,55],convolut:99,core:[19,52,86],cos_sim:8,cost:8,cpu:85,creat:[53,56,57,61,86,87],creation:[26,48,59],creator:53,credenti:86,crf:8,crf_decod:8,cross:[91,92],cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[35,66],cudnn:66,cudnnavg:11,cudnnmax:11,current:[35,58],custom:53,data:[8,12,13,22,53,54,86,87,96,97,99],datafeed:13,dataprovid:[2,3,83],dataset:[12,14,22,26,81],datatyp:13,decayedadagrad:10,decod:46,decor:53,deep:20,defin:[76,86,99],definit:65,delet:86,demo:[37,86],dens:29,dep:69,depend:[37,66,69],deploi:30,deriv:75,describ:47,descript:[34,57,83,97],design:[18,19,20,22,26,27,28,29,31,32,35,36,37,38,41,42,45,46,47,49,50,52,53,54,55,56,57,58,61,62,64],destroi:[61,86],detail:[25,83],detect:[7,8],detection_map:7,detection_output:8,develop:[57,73,78],devic:85,dictionari:[53,96],differ:[57,85],directori:86,discrimin:37,discuss:[37,55],dispatch:[22,26],distribut:[18,22,25,30,54,81,83,86],doc:[18,20,22,26,27,28,29,32,35,36,38,41,42,49,50,52,53,54,55,56,57,58,62],docker:[30,67,73,87,91],document:90,doe:[32,53],dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:86,download:[86,87,96,98],dropout:8,dure:[46,53],dylib:44,dynam:[22,64],dynet:39,each:69,ec2:86,eigen:77,elast:86,elect:29,els:20,embed:[8,96,99],engin:37,enough:19,entri:53,environ:[30,91],eos:8,equat:75,eval:54,evalu:[7,31],event:[17,18],examin:79,exampl:[18,21,40,44,56,96,97],execut:[20,50,57],executor:32,exp:5,expand:8,expandlevel:8,explain:19,extern:86,extract:[96,98],fabric:81,factor:8,factorization_machin:8,faq:[68,69],fault:22,featur:98,file:[20,79,86,87,99],find:86,first_seq:8,float16:35,format:[20,22,42,99],forward:[38,76],frame:20,framework:[19,77],from:[18,29,63,66,68,73],full_matrix_project:8,fulli:8,gan:[37,97],gate:72,gated_unit:8,gener:[37,46,72,73,79,94,97],get:[70,87],get_output:8,give:53,global:[50,52],gotcha:73,gpu:[67,80,83,85],gradient:[19,27,58,75],gradient_print:7,graident:19,graph:[38,39,55,57,59],group:[8,86],gru:[9,83],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:80,handler:[18,43],happen:29,hardwar:35,helper:52,hierarchi:20,high:[47,48,59,63],how:[19,25,48,53,57,66,76,77,78,80],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:86,ident:5,identifi:79,identity_project:8,ifels:40,ifelseop:20,imag:[8,9,15,30,67,87,91],imagenet:98,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:14,implement:[19,21,25,31,32,35,42,45,48,52,53,57,58,59,75,76,77,97],infer:[17,91,99],infershap:[50,62],infervartyp:41,info:98,ingredi:18,ingress:33,init_hook:2,initi:[27,37,85,86],input_typ:2,insid:61,inspect:86,instal:[68,69,70,86,91,92,94,99],instanc:86,instead:53,integr:86,interact:63,interfac:[12,13,15,19,22,27,28,47,53,56,61,98],intermedi:57,interpol:8,introduc:[46,64],introduct:[1,59,81,96,98],isn:53,issu:35,job:[22,30,81,86,87],join:8,kei:86,kernel:57,kill:81,kmax_sequence_scor:8,kube:86,kubectl:86,kubernet:[30,81,86,87],l2_distanc:8,lambda_cost:8,languag:20,larg:25,last_seq:8,launch:[67,81],layer:[8,18,36,52,75,85],learn:20,learnabl:8,leval:63,level:[47,48,59,63],libpaddle_capi_shar:44,libpaddle_capi_whol:44,librari:[27,35,57,91],limit:54,line:[81,84,99],linear:5,linear_comb:8,linux:[81,91],list:[23,53],local:[54,56,61,85,86],lod:46,lodtensor:[45,46,64],lodtensordesc:65,log:[5,74,99],logic:26,logist:99,look:79,low:[48,59,63],lstm:[9,83],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,46],macro:57,main:37,manag:[21,81],map:[53,57],master:[22,26,30],math:8,mathemat:19,matrix:83,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:37,memori:[8,45],messag:63,method:46,might:37,migrat:57,mileston:57,mini:53,minibatch:13,misc:8,mix:[8,85],mnist:[14,97],mobil:93,model:[2,3,16,18,25,27,29,37,42,46,71,72,81,85,96,97,98,99],modifi:87,modul:[57,77],momentum:10,more:37,motiv:[32,42,51],movielen:14,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:53,multiplex:8,mxnet:39,name:[61,86],nce:8,necess:52,necessari:57,need:[53,73,80],nest:45,network:[9,57,72,85,97,98,99],neural:[72,99],nlp:[9,83],non:2,norm:[8,59],note:19,numer:19,numpi:19,nvprof:80,nvvp:80,object:22,observ:[96,98],offset:46,onli:[53,61],op_mak:57,openmpi:81,oper:[36,40,48,50,52,55,57,58,62,64,76],opinfomap:57,opkernel:[57,76],opproto:63,ops:59,optim:[10,22,27,38,47,52,78,99],option:[34,66,96],opwithkernel:57,order:34,origin:57,orthogon:61,out_prod:8,outlin:82,output:[8,81,86],overview:[29,32,57,61,99],pack:46,packag:[21,69],pad:8,paddl:[25,53,61,77,87],paddlejob:30,paddlepaddl:[18,20,48,50,54,59,60,66,67,69,73,81,86,90,91,92,96],pair:86,parallel_nn:85,paramet:[6,8,17,18,22,27,28,30,48,49,52,55,59,81,83,84,86,96,98],parameteraverageoptim:48,paraphras:96,parent:61,part:38,partit:27,pass:[66,85],path:[29,34],penalti:59,perform:[48,79,80,83],persist:26,pfsclient:[33,34],pfsserver:33,pip:69,placement:54,platform:81,pnpair:7,point:86,pool:[8,11],pose:[41,58],power:8,precision_recal:7,predict:[4,98],prefetch:53,prelu:8,prepar:[81,86,96,97],preprocess:[96,99],pretrain:96,print:7,privat:86,pro:94,problem:[31,41,47,58],procedur:94,process:[22,27,30,47,57,73],profil:[79,80],program:[20,50,52,67,81],programdesc:50,project:21,propos:[41,58,59],protobuf:62,protomak:76,provid:[2,53,99],prune:51,pserver:29,pull:67,pydataprovider2:2,python:[4,19,30,45,47,48,52,53,54,59,63,65,75,76,79,98,99],qualiti:57,queue:[22,26],quick:[70,99],randomnumb:83,rank:7,rank_cost:8,raspberri:92,reader:[12,13,18,53],realiz:57,recoveri:22,recurr:[8,9,72,99],recurrent_group:8,ref:19,refactor:57,refer:[2,54,55,80],region:86,regist:[41,57,63,76],registr:[57,58],registri:57,regress:99,regular:[27,59],rel:46,relat:[57,64],relu:5,remark:76,remot:[28,56],render:86,repeat:8,represent:[20,57],requir:[21,37],reshap:8,resiz:8,resnet:98,result:[81,87],retri:26,reus:52,review:74,revis:96,rmsprop:10,rnn:[45,64,71,72,83],rnnop:[20,45,57],roi_pool:8,rotat:8,route53:86,row:62,row_conv:8,row_l2_norm:8,run:[66,67,73,76,87],runtim:[30,54,69],sampl:8,sampling_id:8,save:29,scale:[8,22],scale_shift:8,scaling_project:8,scope:[20,45,57,61],script:87,search:46,secur:86,select:[27,62],selectedrow:62,selective_fc:8,sentiment:14,separ:57,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[46,72],sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[22,26,27,30,55,81,83,86],servic:86,session:[54,56],set:84,setup:[86,91],sextant:94,sgd:83,shape:46,share:[18,61],should:61,shuffl:53,sigmoid:5,simpl:[46,72],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:53,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:[41,51,58],some:73,sourc:[66,68,73],spars:[27,28,29,62,85],specifi:[85,96],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:20,standard:[74,99],stanh:5,start:[18,70,81,86,87,99],startup:87,statement:31,step:[45,68],storag:59,store:22,structur:97,style:74,sub_nested_seq:8,subcommond:34,submit:30,suffici:53,suitabl:21,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:18,summari:[42,99],support:[35,64],survei:[35,39,59,94],synopsi:34,system:86,tabl:44,table_project:8,tanh:5,task:[22,26],tear:86,tecton:94,templat:86,tensor:[8,57,77],tensorarrai:[46,64],tensordesc:65,tensorflow:39,test:[66,73,74,75,76,83,85],text_conv_pool:9,theori:19,thi:61,think:37,three:64,timelin:29,timer:80,tip:80,todo:[23,24],togeth:61,toi:97,toler:22,tool:[21,80,81,94],toolchain:92,train:[17,18,22,25,28,30,47,53,54,67,81,83,85,86,87,96,97,99],trainer:[17,22,27,29,30,81,86],tran:8,trans_full_matrix_project:8,transfer:99,translat:46,tune:[80,83],tutori:96,two:19,type:[66,76],uci_h:14,uniform:64,unit:[73,74,75,76,83],unpack:46,updat:[18,28,29,86],usag:[45,46,53,77,78],use:[25,53,77],user:[22,96],util:7,value_print:7,vardesc:65,variabl:[52,57,61,65],vector:83,verifi:86,version:[35,69],vgg_16_network:9,visual:98,volum:86,vpc:86,warp_ctc:8,what:[25,29,32,73,80],when:[29,61],whl:69,why:[35,48,53,57,64,80],wmt14:14,word:[96,99],workflow:74,wrapper:75,write:[74,75,76,99],yaml:87,your:67,zoo:98}}) \ No newline at end of file +Search.setIndex({docnames:["api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/tensor_array","design/var_desc","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/pip_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_en","howto/index_en","howto/optimization/cpu_profiling","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_raspberry_en","mobile/index_en","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_en","v1_api_tutorials/gan/index_en","v1_api_tutorials/imagenet_model/resnet_model_en","v1_api_tutorials/quick_start/index_en"],envversion:50,filenames:["api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/parameter_average.md","design/parameters_in_cpp.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/tensor_array.md","design/var_desc.md","getstarted/build_and_install/build_from_source_en.rst","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/pip_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","howto/index_en.rst","howto/optimization/cpu_profiling.md","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_raspberry_en.md","mobile/index_en.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_en.md","v1_api_tutorials/gan/index_en.md","v1_api_tutorials/imagenet_model/resnet_model_en.md","v1_api_tutorials/quick_start/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]},"paddle.v2":{image:[15,1,0,"-"]},"paddle.v2.image":{batch_images_from_tar:[15,0,1,""],center_crop:[15,0,1,""],left_right_flip:[15,0,1,""],load_and_transform:[15,0,1,""],load_image:[15,0,1,""],load_image_bytes:[15,0,1,""],random_crop:[15,0,1,""],resize_short:[15,0,1,""],simple_transform:[15,0,1,""],to_chw:[15,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","module","Python module"]},objtypes:{"0":"py:function","1":"py:module"},terms:{"0000x":110,"00186201e":4,"00m":91,"01852v1":8,"03m":91,"0424m":91,"0473v3":9,"055ee37d":97,"0630u":91,"06u":91,"08083v2":8,"0810u":91,"08823112e":4,"0957m":91,"0_cudnn5":77,"0_cudnn5_avx_mkl":80,"0_cudnn7_avx_mkl":80,"0ab":8,"0rc":92,"0rc1":71,"0rc2":71,"0x10f256d50":50,"0x7ffe4de00110":50,"100gb":91,"100gi":97,"10g":41,"10m":91,"1150u":91,"11\u5b9e\u73b0\u4e86c":55,"11e6":98,"12194102e":4,"124n":91,"13m":98,"1490u":91,"15501715e":4,"1550u":91,"15mb":110,"16mb":110,"16u":91,"173m":109,"173n":91,"1770u":91,"18ad":97,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":98,"197u":91,"1gb":91,"1st":[107,109],"210u":91,"211839e770f7b538e2d8":9,"215n":91,"228u":91,"234m":109,"2520u":91,"252kb":110,"25639710e":4,"25k":110,"2680u":91,"27787406e":4,"279n":91,"27m":91,"285m":91,"2863m":91,"28m":91,"28x28":2,"2977m":91,"2cbf7385":97,"302n":91,"30u":91,"32777140e":4,"328n":91,"32u":91,"32x32":14,"331n":91,"3320u":91,"36540484e":4,"365e":97,"36u":91,"3710m":91,"3768m":91,"387u":91,"38u":91,"3920u":91,"39u":91,"4035m":91,"4090u":91,"4096mb":94,"4279m":91,"43630644e":4,"43u":91,"448a5b355b84":98,"4560u":91,"4563m":91,"45u":91,"4650u":91,"4726m":91,"473m":98,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":94,"4yf":8,"50bd":97,"50gi":97,"51111044e":4,"514u":91,"525n":91,"526u":91,"53018653e":4,"536u":91,"5460u":91,"5470u":91,"54u":91,"5690m":91,"573u":91,"578n":91,"5798m":91,"586u":91,"58s":98,"5969m":91,"5_cudnn5_avx_mkl":80,"5delta":8,"6080u":91,"6082v4":8,"6140u":91,"6305m":91,"639u":91,"64m":53,"655u":91,"6780u":91,"6810u":91,"682u":91,"6970u":91,"6ce9":97,"704u":91,"70634608e":4,"7090u":91,"72296313e":4,"72u":91,"73u":91,"75u":91,"760u":91,"767u":91,"783n":91,"784u":91,"78m":91,"7eamaa":14,"7kb":98,"8250u":91,"8300u":91,"830n":91,"849m":91,"85625684e":4,"861u":91,"8661m":91,"892m":91,"901n":91,"90u":91,"918u":91,"9247m":91,"924n":91,"9261m":91,"93137714e":4,"9330m":91,"94u":91,"9530m":91,"96644767e":4,"983m":91,"988u":91,"997u":91,"99982715e":4,"99m":109,"99u":91,"9f18":98,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":71,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":71,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":55,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":54,"\u4e0d\u4f7f\u7528c":54,"\u4e0d\u4f7f\u7528swig":54,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":54,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":54,"\u4e0d\u5728":55,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":54,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":54,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":54,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":71,"\u4e0e\u53ef\u80fd\u6709\u7684":71,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":54,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":55,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":54,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":54,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":71,"\u4e2a\u6027\u5316\u63a8\u8350":71,"\u4e2d":[54,55],"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5b8c\u5168\u4e00\u81f4":54,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":55,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":55,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":55,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":54,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":55,"\u4e5f\u4e0d\u751f\u6210":55,"\u4e66\u5199":54,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec5\u4ec5\u4f7f\u7528":54,"\u4ece":71,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":55,"\u4ed6\u662f\u5c06":55,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":54,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":54,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":35,"\u4ee5\u4e0b":35,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u53canumpi":35,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":54,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":54,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f20\u5165":35,"\u4f46":55,"\u4f46\u4e0d\u66b4\u9732":55,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":71,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":71,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":55,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":54,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":54,"\u4f7f\u7528":[55,71],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u52a8\u6001\u5e93":54,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":55,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":55,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":54,"\u4f7f\u7528c":55,"\u4f7f\u7528c99\u505a\u63a5\u53e3":54,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":54,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":54,"\u4f7f\u7528regress":71,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":54,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":54,"\u4f7f\u7528void":54,"\u4f8b\u5982":[35,54,55,71],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":54,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":54,"\u4f8b\u5982\u5bf9\u4e8epython":54,"\u4f8b\u5982c":54,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":54,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":54,"\u4f8b\u5982python\u7684":54,"\u4f9d\u6b21\u7c7b\u63a8":71,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":54,"\u4fee\u590d\u6240\u6709bug\u540e":71,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":71,"\u4fee\u590dubuntu":71,"\u4fee\u6539\u6210":71,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":71,"\u505a\u63a5\u53e3":54,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":55,"\u5176\u4e2d":[54,71],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":55,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":71,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":55,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":55,"\u5177\u4f53\u8bf7\u53c2\u8003":55,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":54,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":54,"\u518d\u57fa\u4e8e":71,"\u5199\u4ee3\u7801":54,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u540d\u4e3a":55,"\u51fd\u6570\u547d\u540d":54,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u652f":71,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":71,"\u5206\u652f\u4e2d":71,"\u5206\u652f\u4e3a\u5f00\u53d1":71,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":71,"\u5206\u652f\u4e3a\u7a33\u5b9a":71,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":71,"\u5206\u652f\u5408\u5165":71,"\u5206\u652f\u5408\u5165master\u5206\u652f":71,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":71,"\u5206\u652f\u540d\u4e3a":71,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":71,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":71,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":71,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":71,"\u5206\u7247":34,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u5ffd\u7565":34,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":55,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5230":34,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":71,"\u52a8\u6001\u5e93":54,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":55,"\u5305\u62ec":35,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u534f\u540c\u5b8c\u6210releas":71,"\u5355\u4e2a\u503c":35,"\u5355\u70b9\u6545\u969c":34,"\u5373":55,"\u5373\u4f7f\u7528":55,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":55,"\u5373\u4f7fc":55,"\u5373\u4f8b\u5982":55,"\u5373\u4fbfpaddl":55,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":55,"\u5373\u66b4\u9732":55,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":54,"\u53c2\u6570":54,"\u53c2\u8003":[44,54],"\u53cc\u5411\u9a8c\u8bc1":44,"\u53d1\u5e03\u5230dockerhub":71,"\u53d1\u5e03\u5230github":71,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":55,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":54,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":54,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u7528":44,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":71,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u540c\u65f6\u518d\u5c06":71,"\u540c\u65f6\u63d0\u8d77":71,"\u540d\u5b57\u4fee\u9970":54,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":71,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":54,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u548c":[35,54,55,71],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":54,"\u56fe\u50cf\u5206\u7c7b":71,"\u5728":[55,71],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":71,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":55,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":55,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6837\u4f8b\u4e2d":55,"\u5728\u7528\u6237\u4f7f\u7528c":55,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":71,"\u5728\u8fd9\u4e2a":71,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":54,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":71,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":55,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":55,"\u5728c":54,"\u5728c\u7684\u5934\u6587\u4ef6":54,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":35,"\u5728paramet":34,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":55,"\u5747\u662f\u5728":55,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u591a\u4e2a\u503c":35,"\u591a\u4e2aparamet":34,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":54,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":54,"\u5982\u679c\u5931\u8d25":71,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":34,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":71,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":55,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":55,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":55,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":54,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":71,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":54,"\u5982\u679cparamet":34,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b66\u4e60\u6210\u672c\u9ad8":54,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":55,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b9e\u73b0\u7b80\u5355":54,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":54,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":54,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":54,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":54,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":55,"\u5bf9\u4e8e\u6bcf\u79cdc":55,"\u5bf9\u6bd4":54,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":55,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":71,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":55,"\u5c06":71,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u5927\u91cf\u7684":54,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":71,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":71,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":54,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e14\u4f7f\u7528":55,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":54,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":54,"\u5e76\u5220\u9664":71,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":71,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5c06c":55,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":54,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":71,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":71,"\u5efa\u8bae":71,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":55,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":71,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":71,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":71,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":55,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":71,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":55,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":54,"\u5f97\u4f7f\u7528":54,"\u5fc5\u8981":55,"\u60c5\u611f\u5206\u6790":71,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":55,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":54,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":54,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6216\u8005":[54,55],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":34,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":55,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":55,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":55,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":54,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":55,"\u628a":35,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u63a5\u53e3":[54,55],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":55,"\u63a5\u53e3\u662f":35,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u6570\u636e":44,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":54,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":44,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":35,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":35,"\u6587\u4ef6":54,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":44,"\u6587\u4ef6\u5185\u5bb9\u4e3a":54,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":71,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":71,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":54,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":35,"\u65e0\u8bba\u662f\u4ece":35,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":35,"\u65f6":34,"\u662f":44,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":54,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":55,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":54,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":55,"\u662f\u56e0\u4e3ac99\u652f\u6301":54,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u6307":55,"\u662f\u7528\u6237\u4f7f\u7528c":55,"\u662fc":55,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":55,"\u6700\u540e\u5220\u9664":71,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":54,"\u6709\u6807\u51c6\u7684":54,"\u6709\u7684\u65f6\u5019":54,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":71,"\u672c\u6587\u6863\u63cf\u8ff0paddl":55,"\u673a\u5668\u7ffb\u8bd1":71,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u786e\u4fdd\u628a":54,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":54,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8fdb\u884c\u8ba8\u8bba":55,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":71,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":34,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":54,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6bcf\u4e00\u4e2a":71,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u969410\u5206\u949f":34,"\u6bd4\u5982":35,"\u6bd4\u5982\u5c06":71,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6ce8":34,"\u6d4b\u8bd5docker\u955c\u50cf":71,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7248\u672c\u5206\u652f":71,"\u7248\u672c\u53f7":71,"\u7248\u672c\u53f7rc":71,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":71,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":54,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":35,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":35,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":54,"\u751f\u6210\u6587\u6863":54,"\u751f\u6210\u7684":35,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210api\u6587\u6863":54,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u7528":44,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":55,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":55,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u901a\u8fc7c":55,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8ec":54,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8epypi":71,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":54,"\u7684\u5934\u6587\u4ef6":54,"\u7684\u63a5\u53e3\u6837\u5f0f":54,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":54,"\u7684\u7f29\u5199":44,"\u7684\u89c4\u8303":54,"\u7684\u89d2\u5ea6":35,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":54,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":54,"\u76ee\u5f55\u4e0b":55,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":54,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":55,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":54,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":54,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":54,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u7b2c\u4e00\u4e2atag\u4e3a":71,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":71,"\u7b2c\u4e8c\u4e2a\u4e3a":71,"\u7b49":55,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":55,"\u7b49\u6587\u4ef6":55,"\u7c7b\u4f3c":55,"\u7c7b\u540d\u548cc":54,"\u7c7b\u578b":54,"\u7ea2\u697c\u68a6":107,"\u7ed3\u8bba":54,"\u7edf\u4e00\u7528":35,"\u7f16\u8bd1\u5668\u6ca1\u6709":54,"\u7f16\u8bd1\u578b\u8bed\u8a00":54,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":71,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":71,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":71,"\u7f16\u8bd1c":55,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":71,"\u7f16\u8bd1ubuntu\u7684deb\u5305":71,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":55,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":54,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":55,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":54,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":54,"\u800c\u5bf9\u4e8egolang":54,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":54,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":55,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":54,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":55,"\u826f\u597d\u7684\u6587\u6863":54,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":55,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":54,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":54,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba9paddle\u6838\u5fc3\u4e2d":55,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":71,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":71,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":71,"\u8bbe\u7f6e":55,"\u8bc6\u522b\u6570\u5b57":71,"\u8bcd\u5411\u91cf":71,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":71,"\u8bf4\u660e":34,"\u8bf7\u53c2\u8003":55,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":71,"\u8fd8\u662f\u4ece":35,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":55,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":55,"\u8fd9\u4e09\u4e2a\u5206\u652f":71,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":55,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":55,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":55,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":54,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":54,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":55,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":55,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":55,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":55,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":35,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":54,"\u8fd9\u662f\u56e0\u4e3a":54,"\u8fd9\u6837":55,"\u8fd9\u6837\u4fdd\u8bc1":71,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":35,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":44,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":54,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":71,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u901a\u5e38":55,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":55,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":71,"\u90a3\u4e48":55,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":54,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":54,"\u91cd\u547d\u540d\u6210":54,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":54,"\u9519\u8bef\u5904\u7406":54,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":54,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":54,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":55,"\u9700\u8981":35,"\u9700\u8981\u4fee\u6539build":71,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":55,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":71,"\u9700\u8981\u5f15\u7528":55,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":54,"\u9700\u8981\u6ce8\u610f\u7684\u662f":71,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":55,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":71,"\u9ed8\u8ba4256k":44,"abstract":[59,70,72,86,94],"api\u4e2d\u4f7f\u7528":54,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":55,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":55,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":55,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":55,"api\u65f6":55,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":55,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":55,"api\u66b4\u9732\u7684\u7c7b\u578b":55,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":55,"api\u7684\u5b9e\u4f8b":55,"api\u7684\u5b9e\u73b0\u7ec6\u8282":55,"api\u7684\u63a5\u53e3":55,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":55,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":55,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":55,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":55,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":71,"boolean":[45,51,54],"break":[13,32,75,110],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":71,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":71,"byte":[15,44,53],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":54,"c\u6709\u6807\u51c6\u7684abi":54,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":54,"case":[8,36,55,59,62,64,65,68,83,86,87,91,95,97,105,108,110],"char":38,"class":[4,5,6,7,8,9,10,11,13,14,28,29,31,42,46,47,49,50,52,54,57,58,61,65,68,69,70,72,73,74,75,88,93],"const":[31,36,38,46,52,60,62,69,72,74,75,86,87,88],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":55,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":55,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":55,"core\u6982\u5ff5":55,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"deb\u5305":71,"deb\u5305\u7f16\u8bd1\u95ee\u9898":71,"default":[2,6,7,8,9,10,11,13,14,15,28,29,31,32,48,52,53,56,62,63,72,73,74,76,77,78,80,84,85,87,90,92,94,96,97,98,102,103,105,110],"enum":[36,38,61,73,74,76],"export":[50,78,92],"final":[8,9,30,50,56,57,75,86,87],"float":[2,6,7,8,10,13,46,52,74,86,87,88,91,96,107,109],"function":[2,4,8,9,13,29,31,33,37,38,39,41,42,46,49,52,56,57,59,60,61,62,64,65,66,68,69,70,72,74,75,83,86,87,88,90,91,92,94,105,108,110],"golang\u53ef\u4ee5\u4f7f\u7528":54,"golang\u7684":54,"h\u5e76\u4e0d\u56f0\u96be":54,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"import":[2,4,7,8,29,31,32,48,50,51,56,57,61,66,72,80,81,83,87,91,92,97,103,107,108,109,110],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":35,"instance\u5305\u6db5\u4e24\u4e2a\u503c":35,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":35,"int":[2,6,7,8,9,13,14,15,31,36,37,38,41,51,52,54,55,61,63,64,73,74,75,76,86,88,92,96,110],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":54,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":71,"long":[1,8,9,13,91],"model\u505a\u5206\u652f\u7ba1\u7406":71,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"new":[2,8,13,30,31,32,33,36,37,38,39,40,46,57,59,63,64,65,67,68,70,74,75,81,84,85,89,97,98,105,108,110],"note\u7684\u4e66\u5199":71,"null":[50,86,94],"org\u76ee\u524d\u9075\u5faa":71,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":54,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":54,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":54,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":54,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":55,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":54,"paddle\u7684c":55,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":55,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":54,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":55,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":54,"paddle_\u7c7b\u578b\u540d":55,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":55,"paddlepaddle\u4f7f\u7528git":71,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":71,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":71,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":71,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":71,"patch\u53f7":71,"patch\u53f7\u52a0\u4e00":71,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":44,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":44,"pfsserver\u63d0\u4f9brest":44,"public":[14,31,46,47,52,69,72,74,75,86,87,88,92,97,98],"py\u4e2d":71,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":71,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"release\u9875\u9762":71,"return":[2,6,7,8,9,11,13,14,15,28,29,30,31,35,36,38,41,42,46,47,48,50,52,56,57,58,61,62,63,65,67,69,72,74,75,83,86,87,88,97,108,109,110],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"server\u4e4b\u4e0a":34,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":34,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":34,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":34,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":34,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":34,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":34,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":34,"server\u751f\u6210\u4e00\u4e2auuid":34,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":34,"server\u7684\u6570\u636e\u5feb\u7167":34,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":34,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":34,"short":[8,9,46,48,63,72,75,87],"static":[28,38,55,72,74,97,105],"super":[63,86],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":54,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":54,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":54,"swig\u76f4\u63a5\u8bfb\u53d6c":54,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":54,"switch":[31,55,67,97],"tag\u4e3a":71,"throw":97,"true":[2,6,7,8,9,10,11,13,15,28,29,31,36,51,58,61,62,64,74,75,83,86,92,94,96,97,109],"try":[32,33,36,37,38,50,64,72,78,80,84,91,108],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":55,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":71,"var":[31,47,49,51,58,61,62,63,68,72,75],"void":[31,36,38,46,47,52,53,54,55,61,62,73,74,86,87,88],"wheel\u5305":71,"while":[1,2,6,13,31,40,50,57,59,60,64,70,72,83,87,88,94,108,110],AGE:[97,98],AWS:[13,35,89,99,100],And:[2,7,8,10,13,14,15,28,30,36,40,41,43,48,50,64,72,83,96,97,98,107,109],But:[2,8,9,13,30,47,72,80,85,92,105],EOS:8,For:[1,2,7,8,9,10,13,28,29,31,37,38,39,41,42,47,49,52,53,56,57,59,60,61,62,63,64,65,67,68,69,70,73,74,76,77,78,81,83,85,86,87,88,90,91,93,94,96,102,103,105,107,109,110],Has:2,IDE:84,IDs:[14,40,57,110],IPs:92,IRs:65,Ids:110,Into:97,Its:[2,7,73,83,87,97],K8s:105,NMS:8,NOT:[63,87],Not:[29,33,80,105],ONE:2,OPs:[65,66],One:[7,9,28,30,40,53,67,72,83,86,94,108,110],Ops:[68,70,74,87],PFS:44,QoS:98,Such:[52,63,75],THE:2,TLS:[29,44,97],That:[8,13,78,94,96],The:[1,2,4,5,6,7,8,9,10,13,14,15,28,29,30,32,33,37,39,40,41,42,43,45,46,50,53,55,56,57,59,61,62,63,64,65,66,67,70,72,73,74,75,76,78,80,83,84,85,86,87,88,90,91,92,94,96,97,98,102,106,107,108,109,110],Their:[2,8,33],Then:[4,8,9,47,52,62,77,78,80,83,86,90,91,92,97,98,107],There:[7,8,14,28,29,31,32,33,38,40,41,45,46,50,56,57,59,60,63,65,70,72,73,87,91,97,102,108,109,110],These:[7,15,31,46,49,58,70,73,74,77,92,96],Use:[2,7,13,29,45,64,68,77,86,90,91,94,95,97,103],Used:[9,68],Useful:2,Using:[33,59,64,68,70,72,79,84,88,98],VMs:84,VPS:97,WITH:103,Will:[13,28],With:[2,8,9,61,75,108],YES:41,Yes:[78,84],___fc_layer_0__:97,__align__:46,__cuda_align__:46,__device__:46,__doc__:74,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:74,__init__:[42,48,58,63,75,86,90],__main__:[48,109],__metaclass__:87,__name__:[48,109],__param_conf__:28,__rnn_step__:83,__tmp_params__:28,__va_args__:69,__x:46,_binari:32,_create_global_var:63,_dtype:50,_error:108,_librari:32,_link:9,_loss:48,_op:[50,87],_proj:8,_res2_1_branch1_bn:109,_source_language_embed:[83,107],_target_language_embed:[83,107],_test:32,_update_op:42,_value_index:50,a75:46,a_op:87,aaaaa:35,aaaaaaaaaaaaa:97,abbrevi:15,abc:8,abi:102,abil:48,abl:[8,29,52,58,63,65,67,76,105,108],about:[4,8,9,15,31,32,41,45,56,64,65,72,74,78,80,81,87,90,91,93,94,97,102,103],abov:[2,4,7,8,29,31,32,33,37,46,47,49,56,57,58,59,61,63,65,67,74,75,78,79,81,84,85,87,88,90,91,97,98,102,105,108,109,110],abs:[8,9,30,48,108],abs_numerical_grad:30,absolut:[1,78,102,103],absp:8,acceler:[8,34,59,78,96],accept:[2,4,6,8,13,29,68,102,110],access:[1,8,9,29,32,37,40,41,63,65,80,83,92],accessmod:97,accessor:63,accord:[1,2,7,8,15,30,38,49,57,65,66,68,75,87,92,93,94,96],accordingli:[4,7,8,86],account:[68,85,105],accrodingli:36,accumul:[33,38,42,59],accur:[30,40],accuraci:[7,42,86,110],achiev:[59,91],ack:94,across:[8,13,56],act1:50,act2:50,act:[8,9,31,50,57,63,65,67,75,81,83,110],act_output:74,act_typ:[50,110],action:[65,97],activ:[4,9,27,32,50,57,63,65,70,74,81,83,86,88,94,110],activi:9,actual:[2,8,36,48,50,59,74,88],adadelta:110,adagrad:[59,73,110],adagradoptim:58,adam:[29,38,48,110],adamax:110,adamoptim:[107,110],adapt:[7,10,28],add:[2,8,9,13,28,30,31,32,36,40,42,46,47,51,58,59,62,63,65,66,68,70,72,77,84,85,86,87,88,91,96,103,110],add_activ:63,add_bia:63,add_depend:32,add_execut:32,add_input:[56,86],add_memori:56,add_output:56,add_scalar:[31,57,61],add_sum:63,add_test:[32,86],add_two:[31,56],add_unittest_without_exec:86,addattr:[74,87],addbia:86,addcom:[74,87],added:[2,7,8,28,31,46,59,66,70,85,86,87],adding:[70,85,109],addinput:[74,87],addit:[8,9,68,70,75,87,88,110],addition:56,addop:[47,88],addoutput:87,addr:33,address:[33,38,65,67,78,91,92,94,105],addrow:86,addtolay:8,addtyp:74,admin:105,administr:[40,84,105],adopt:[46,48],advanc:[30,83,91,94],advantag:[30,46,59,64,92],adversari:[48,64],advic:91,affect:[8,31],affili:57,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,45,46,60,63,65,66,77,78,83,85,86,87,88,90,92,94,96,97,98,102,108,109,110],again:[29,33,59,91],against:97,age:14,agg_level:8,aggreg:[42,97],ago:32,aid:91,alexnet_pass1:96,alexnet_pass2:96,algorithm:[8,10,37,57,59,70,83,107],alia:[5,6,8],align:[8,9,13],all:[2,6,7,8,28,29,31,32,33,36,38,40,41,43,45,48,49,50,53,55,56,57,58,59,61,63,65,67,68,74,78,83,84,86,88,91,92,93,94,96,97,98,102,103,105,107,108,109,110],alloc:[6,38,41,86,88,96],allow:[29,38,59,65,70,85,86,91,94,97,110],allow_only_one_model_on_one_gpu:[93,94,96],almost:[84,92,107],along:15,alpha:[32,70],alreadi:[32,33,63,65,66,72,78,91,92,94,97,98,103],alreali:93,also:[1,2,8,9,14,29,31,32,36,39,46,47,48,49,50,56,57,59,60,61,62,63,64,70,72,74,75,77,78,80,83,84,86,87,91,92,98,102,105,108,109,110],altern:[87,90],altogeth:105,alwai:[4,8,9,28,32,53,67,73,94,97],amazon:[97,98,110],amazonaw:97,amazonec2fullaccess:97,amazonelasticfilesystemfullaccess:97,amazonroute53domainsfullaccess:97,amazonroute53fullaccess:97,amazons3fullaccess:97,amazonvpcfullaccess:97,ambigu:64,amd64:97,amend:85,amnih:8,among:97,amount:91,analysi:[90,91],analyz:110,ancestor:[61,63],andd:97,android:[103,104],android_abi:102,android_api:102,android_arm_neon:102,android_native_api_level:102,android_standalone_toolchain:102,android_toolchain:102,angl:8,ani:[1,2,8,9,13,29,32,33,38,40,41,46,52,53,57,59,63,64,65,66,67,69,70,77,84,87,88,91,92,97,103,110],annoi:92,announc:46,anoth:[2,8,13,28,29,31,41,57,63,72,74,84,94,97],anroid_arm_mod:102,ans:97,answer:[85,97],anyth:[13,57,64,97],anytim:48,anywai:[90,102],api:[14,28,29,32,38,39,41,42,44,47,48,50,56,60,68,71,75,76,77,80,86,87,90,91,92,97,101,102,103,105,106,108,110],api_shar:32,api_test:32,api_trainer_config_helpers_lay:83,apiserv:97,apivers:[97,98],appear:49,append:[2,13,28,42,57,63,64,83,85,86,92],append_backward:90,append_backward_op:58,append_gradient_machin:28,append_op:63,append_oper:63,appleyard:91,appli:[8,48,49,72,83,86,110],applic:[46,49,63,68,85,87,90,91,92,97,98,105],applyl1:36,appoint:87,appreci:85,approach:[8,59,60,65,66,70,102,103,105],appropri:65,approxim:59,apt:[78,90],arbitrari:[8,53,65,88],arch:102,architectur:[46,77,92,102,107],archiv:[14,54,55],area:48,arg:[2,7,9,50,58,74,87,93,108,109,110],arg_nam:8,argu:62,argument:[2,4,8,13,15,31,36,37,58,60,62,63,67,77,83,85,86,94,95,107,108,109],argv:109,arithmet:46,arm64:102,arm64_standalone_toolchain:102,arm:[46,102,103],arm_standalone_toolchain:102,armeabi:102,armv7:46,armv8:46,arn:97,around:[2,8,40,63,97,105],arrai:[4,6,8,13,15,28,38,49,57,61,63,64,68,75,87,109],arrang:75,arrow:48,articl:[49,84,92,98,103],artifact:[80,97],artifici:108,arxiv:[8,9,48,108],as_row_vector:8,as_step_input:31,asgd:59,ask:[33,40,84],assign:[7,8,37,46,88,92,94,97,105],associ:[60,69,88],assum:[7,8,31,65,78,83,96,107],assumpt:65,assur:1,astyp:[64,87,108],asyc:33,async:[33,93],async_count:94,async_lagged_grad_discard_ratio:94,async_lagged_ratio_default:[93,94],async_lagged_ratio_min:[93,94],asynchron:[33,92,94],att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,31,50,61,62,63,74,83,87],attr_map:74,attrdesc:61,attribut:[2,8,9,27,31,61,66,68,72,74,75,86,87,107],attributemap:87,attrproto:74,attrtyp:[61,74,87],attrvalu:74,auc:[42,93],aucvalidationlay:94,authent:97,author:[44,97,109],auto:[31,36,54,62,68,72,75,77,85,86,87,88,91],autom:[92,97],automat:[8,29,38,47,58,65,66,68,74,77,83,85,86,87,90,92,93,94,97],avail:[33,38,46,66,67,80,97,105],averag:[7,8,11,28,37,94,109,110],average_test_period:[93,94],avg:[91,110],avgcost:110,avgpool:[8,110],avoid:[30,31,33,59,60,65,77,91],avx2:77,avx:[77,78],await:98,awar:[29,42,56,63,84,90,97,102],awk:92,aws:44,aws_account_id:97,awsaccountid:97,awskeymanagementservicepowerus:97,axi:8,axis:8,aync:66,b2t:107,b363:98,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:98,ba5f:97,back:[2,8,28,33,46,48,59,65,78,87],background:[7,8,70,92],background_id:[7,8],backpropag:30,backward:[5,8,9,30,31,36,38,48,58,59,60,62,69,70,83,86,94,96],backward_first:83,backward_op:30,backwardactiv:86,bag:110,baidu:[98,107],baik:107,bake:65,balanc:[66,94,97,108],bandwidth:46,bare:[98,105],barrier:[92,94],barrierstatset:91,basci:50,base:[7,8,11,13,14,29,37,42,46,52,58,59,65,68,69,70,75,83,84,86,87,90,91,94,97,102,107,108,110],baseactiv:9,baseev:28,basematrix:86,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[77,78,84,92,97,98],basic:[2,8,28,50,61,65,68,69,75,86,110],batch:[2,8,9,13,15,28,29,31,33,35,36,42,48,51,56,57,59,75,85,86,94,97,98,108,109,110],batch_0:109,batch_id:[28,48],batch_im:48,batch_images_from_tar:15,batch_label:48,batch_norm:48,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,64],batch_siz:[2,13,48,57,107,108,110],batch_szi:48,batch_z:48,batchnorm:48,batchsiz:[8,86],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:103,bdist_wheel:71,beacus:50,beam:[8,83,94],beam_gen:[8,83],beam_search:[28,57,83],beam_siz:[8,57,83,93,94,96],becaus:[4,7,8,14,29,31,32,33,38,46,57,60,63,64,70,72,73,75,76,83,84,86,88,90,96,97,102,110],becom:[66,72,91],been:[2,8,9,32,37,84,85,110],befor:[4,8,9,33,40,45,49,59,60,64,70,77,78,85,87,90,97,102,105],begin:[4,7,8,36,38,42,45,49,57,86,92],beginiter:[28,29],beginn:83,beginpass:[28,29],begintrain:29,behavior:91,behind:75,being:[40,62,64,88,90,108],belong:[7,8,65,72],below:[2,8,31,33,38,46,53,60,64,65,66,70,75,76,77,80,83,86,91,92,97,102,108,110],benchmark:53,benefit:[9,40,41,57],besid:[1,8,14,65,80],best:[32,78,84,94,110],besteffort:98,beta1:10,beta2:10,beta:[48,109],better:[9,32,57,97,105,108],between:[7,8,15,28,32,33,38,46,55,60,65,66,67,69,72,78,87,88,97,108,110],bgr:[15,109],bi_gru:9,bi_lstm:9,bia:[8,9,57,63,83,86,109],bias:[8,86],bias_attr:[8,9,63,83],bias_param_attr:9,biases_:86,biasparameter_:86,biassiz:86,bidi:98,bidirect:[8,9,83],big:[66,91,105],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:91,bin:[78,92,97,98],binari:[2,7,8,13,32,41,46,48,53,65,77,79,80,84,90,91,97,107,110],bind:[46,47,72],bit:[46,110],bla:78,black:48,blank:[8,97],block:[8,34,36,38,42,43,52,56,58,65,66,86,87,88,91,94,109],block_i:8,block_id:43,block_x:8,blockdesc:[31,49,63,68],blockdescbind:52,blueprint:57,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,68,83,106],bool:[2,6,7,8,9,10,11,13,15,28,31,46,51,62,63,73,74,75,76,86,94,96,110],boot:[8,83,105],boot_bia:8,boot_bias_active_typ:8,boot_lay:83,boot_stat:75,boot_with_const_id:8,bootstrapp:105,borrow:[48,75],bos_id:[8,83],both:[5,6,8,9,15,29,31,32,33,40,46,48,52,57,62,65,66,73,83,86,87,88,91,92,97,108,109,110],bottleneck:[91,109],bottom:28,bound:8,boundari:65,boundri:7,bow:110,box:[8,48,91],brace:[31,49],brain:40,branch:[8,29,31,32,51,61,65,71,80,85,87],breadth:94,break_if:75,brief:[32,38,46,88],briefli:91,bring:88,broadcast:[33,68,105],broken:85,browser:[78,90,97],bsd:84,bucket_nam:97,buddy_alloc:85,buf:36,buf_siz:13,buffer:[2,13,36,53,59,64,72,94],buffer_s:13,buffered_read:64,bufsiz:13,bug:[85,97],build:[8,14,32,41,49,50,59,65,70,71,74,78,80,81,85,87,90,92,94,97,99,100,104,107,109,110],build_android:102,build_dict:14,build_model:48,builder:85,built:[32,46,65,74,75,77,80,84,90,102,103,105,108],bunch:[53,91,92,110],button:[85,97],c11:54,c703c041:85,c99:55,c99e:97,cach:[46,65,77,110],cache_pass_in_mem:[2,110],cachetyp:[2,110],cacul:[9,42,92],caff:31,caffe2:31,calc_batch_s:2,calcul:[2,7,8,9,30,33,38,42,46,78,83,86,91,92,94,96,108],call:[2,7,8,9,13,28,29,30,31,36,37,38,39,41,48,49,56,57,58,63,65,68,69,72,74,75,81,83,84,86,87,88,90,91,92,94,97,109,110],callabl:[2,6,8,13,14],callback:86,caller:[30,90,97],can:[1,2,4,6,7,8,9,13,14,15,28,29,30,31,32,33,36,37,40,41,46,47,48,49,50,52,56,57,58,59,61,62,63,64,65,66,67,68,69,70,74,75,77,78,79,80,81,83,84,85,86,87,88,90,91,92,93,94,96,97,98,102,103,105,107,108,109,110],can_over_batch_s:2,cancel:40,candid:[8,57],cannot:[67,68,72,75,86,87],cantain:50,capabl:[46,60,68],capac:[70,97],capi:[54,77],capi_prvi:55,caption:57,captur:[8,92],card:92,care:[9,41,64,78,93,94,105],carefulli:[94,109],caret:28,carpedm20:48,cast:46,cast_to_op_attr:74,cat:[13,15,78,92,109],categori:[8,14,33,110],categorig:14,categoryfil:98,caus:[33,45,80,87],caution:[97,98],cburg:8,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,ceil:8,ceil_mod:8,cell:[8,9],center:[2,15],center_crop:15,cento:[77,80,81,105],central:70,ceph:[13,35,98],cephf:[35,41,44],certain:[1,58,72,93],certif:[29,44,97],cffi:54,cfg:98,cgo:54,chain:[13,49,86],challeng:[8,33,51],chanc:[29,46,86,110],chang:[8,14,32,37,41,60,61,64,69,72,77,83,85,86,87,88,91,92,94,97,102,110],channel:[8,9,15,91,109],channel_shar:8,channl:109,chapter:[56,57],chapter_data:56,chapter_out:56,charact:110,characterist:96,check:[2,13,31,32,62,68,77,80,85,87,94,96,97],check_align:13,check_attr:74,check_eq:86,check_fail_continu:2,check_grad:[30,87],check_l:86,check_sparse_distribution_batch:[93,94],check_sparse_distribution_in_pserv:[93,94],check_sparse_distribution_ratio:[93,94],check_sparse_distribution_unbalance_degre:[93,94],check_styl:85,checker:68,checkgrad:94,checkgrad_ep:94,checkmark:105,checkout:85,checkpoint:[62,66],checksum:44,child:31,china:78,chmod:97,choic:[32,78],choos:[43,77,78,79,84,94,102,110],chosen:[1,48],chunk:[37,44,108],chunk_schem:7,chunktyp:7,chw:15,cifar:108,circl:49,claim:97,claimnam:97,clang:[46,54,85,102],clarifi:7,clariti:57,classfic:109,classic:8,classif:[2,4,8,49,96,109,110],classifi:[8,48,108,109,110],classification_cost:[65,110],classification_error_evalu:[7,108,110],classification_evalu:7,claster:97,clean:[4,31,32,60,68,77,84,85],clear:[7,32,57,60,72,103],clearer:[60,63],clearli:72,cli:97,click:[80,85,90,91,97],client:[36,39,68],clip:[6,9,94,110],clock:8,clone:[8,77,84,85,90,102,103],close:[2,64,67,85],cloud:[32,33,41,44,45,67,68,105],cloud_read:13,cls:110,cludform:97,cluster:[13,28,29,31,33,38,65,67,93,94,98,110],cluster_test_fil:92,cluster_train:92,cluster_train_fil:92,cluster_train_v2:92,cm469:97,cmake:[55,77,84,85,86,87,90,91,102],cmake_build_typ:[90,102,103],cmake_install_prefix:102,cmake_system_nam:[102,103],cmakelist:[32,86],cmatrix:[54,55],cmd:[13,98],cname:97,cnn:[8,98,109,110],coars:47,code:[2,4,8,13,29,32,40,43,46,47,48,49,53,58,59,60,62,64,65,66,68,69,70,74,75,77,78,80,81,83,86,87,88,89,91,92,97,98,108,110],codebas:[68,85],coeff:8,collabor:33,collect:[8,14,28],collectbia:86,color:[15,109],colour:14,column:[7,8,49,64,67,86,90,107],column_evalu:7,com:[8,9,14,32,48,77,84,85,90,97,98,102,103,105,109],combin:[7,8,9,13,28,58,68,72,108],come:[42,61,65,75],comma:[28,38,94,107],command:[1,4,13,32,36,41,45,77,78,80,81,84,85,86,87,89,90,91,97,98,99,100,102,103,107,108,109],commandlin:91,commenc:110,comment:[32,50,74,85,87,110],commit:[32,85],common:[15,35,70,83,86,93],commonli:[45,70,83,90,91,96,103],commun:[33,38,39,65,66,85,86,92,97],compar:[30,32,68,84,86,87,108,110],comparison:32,compat:[2,46,47],competit:108,compil:[8,32,50,52,65,69,73,74,76,84,86,92],complaint:32,complet:[4,8,9,14,28,31,33,37,38,44,49,53,68,79,86,87,88,90,97,98,105,110],complex:[1,2,9,40,57,68,83,91,110],complic:[8,47,64,65,75],compon:[50,65,75,86],compos:[13,29,47,50,56,63,68,108],composenotalign:13,composit:47,compress:37,compromis:84,comput:[8,9,29,30,33,46,50,53,58,59,65,66,67,69,72,76,78,83,84,85,86,87,90,91,92,96,97,102,103,110],computation:[8,83],computationgraph:50,concat:[48,83],concaten:[8,9,48,56,75],concentr:68,concept:[2,7,29,47,48,50,56,57,59,60,61,67,72,75,76,83],conceptu:[48,50],concern:[29,42],concis:[48,75],conclud:87,concret:[68,87],concurr:[33,40,66,92],concurrentremoteparameterupdat:94,cond:[31,51,61],condit:[8,37,51,65,83,98],condtion:48,conduct:91,conf:[4,8,92,107,108,109],conf_paddle_gradient_num:97,conf_paddle_n:97,conf_paddle_port:97,conf_paddle_ports_num:97,conf_paddle_ports_num_spars:97,confid:8,confidence_threshold:8,config:[2,6,8,35,45,57,86,93,94,97,98,105,107,108,109,110],config_:[36,94],config_arg:[93,94,96,109,110],config_bas:[7,8,28],config_lay:86,config_len:38,config_pars:[4,86],config_proto:38,configur:[0,1,2,4,8,28,36,38,40,41,50,63,66,81,82,84,85,86,87,88,91,92,94,102,103,105,107,109],confirm:45,conflict:[72,85],confus:[15,48],congest:94,conll:14,connect:[1,9,41,65,66,86,92,97,98,105,108,109,110],connectionist:8,consequ:[8,9],consid:[7,8,62,84,91,96,105],consider:[2,8,9],consist:[7,8,14,15,37,53,61,64,68,69,74,87,109,110],consol:[91,97],consolid:31,const_cast:87,constant:[8,50,52,67,86,87],constraint:[65,72],construct:[2,4,7,29,50,56,63,68,72,74,76,83],constructbackwardgraph:49,constructoptimizationgraph:49,constructor:[46,63,68,72,74,86,87],consum:[33,90],contact:40,contain:[2,7,8,9,11,13,14,15,28,29,31,37,43,48,50,53,60,63,67,68,69,72,73,74,75,76,79,80,83,84,87,92,97,109,110],container:92,containerport:97,content:[38,45,53,57,98],content_len:38,context:[8,9,14,72,73,83,87,88,107,110],context_attr:9,context_len:[8,9,110],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,110],contin:97,continu:[2,7,33,53,92,94,102],contrast:8,contrib:70,contribut:[70,84,89],contributor:68,control:[6,31,67,94,97,98,105],conv2d:48,conv:[9,48],conv_act:9,conv_batchnorm_drop_r:9,conv_bias_attr:9,conv_filter_s:9,conv_layer_attr:9,conv_num_filt:9,conv_op:8,conv_pad:9,conv_param_attr:9,conv_strid:9,conv_with_batchnorm:9,conveni:[29,50,58,74],convent:[38,85,87],converg:[92,108],convers:[46,65],convert:[2,4,14,35,46,64,69,107,109,110],convlay:8,convolut:[8,9,13,48,63,108,109],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,85],coordin:[33,38],copi:[28,29,37,40,45,49,56,57,59,75,77,85,92,97,108],copy_shared_paramet:108,copytonumpymat:108,core:[2,6,50,55,59,60,75,84,94],coreo:[97,105],corner:68,corpu:14,correct:[2,8,30,46,86,87,97],correctli:[7,13,46,48,86,108],corresond:46,correspoind:29,correspond:[2,4,8,29,31,32,46,50,51,56,57,63,67,68,69,70,74,86,87,88,90],corss_entropi:29,cortex:46,cos:[8,74],cosin:[8,74],cosineop:74,cosineopproto:74,cosineopprotomak:74,cost:[4,28,29,49,58,61,62,65,67,94,108,110],cost_id:8,cost_np:62,cost_val:65,could:[2,4,8,13,28,29,30,37,46,56,58,59,60,61,63,64,65,66,69,84,90,91,92,97,102,110],count:[7,33,41,42,62,64,91,92,94,96,98,107],counter:[33,37,49],cours:[7,41,84],covari:8,cover:88,cp27:80,cp27m:80,cp27mu:80,cpickl:109,cpp:[30,36,47,54,55,60,66,68,76,86,91,110],cprofil:90,cprofilev:90,cpu:[1,2,6,8,30,41,46,59,60,65,67,68,70,71,77,78,84,87,88,90,91,94,98,108],cpu_avx_mkl:80,cpu_avx_openbla:80,cpu_per_p:67,cpu_per_train:67,cpuinfo:78,cpuplac:[87,88],cpusparsematrix:55,crash:[33,91,92,94],creat:[4,6,8,13,28,29,30,31,33,38,42,44,45,46,47,48,49,56,58,59,60,63,69,70,78,81,84,85,86,87,92,94,102,105,107,108],create_backward_pass:58,create_bias_paramet:86,create_block:63,create_cloud_job:67,create_doc_str:74,create_input_paramet:86,create_op:87,create_oper:47,create_optimization_pass:58,create_paramet:63,create_python_ops_creatation_funct:74,create_rnn:31,create_rnn_op:56,create_tmp_var:63,create_tmp_vari:63,create_var:63,create_whileloop:75,createargu:108,createfromconfigproto:[4,108],creategradientoper:69,createop:74,createoper:31,createstack:97,createvari:31,creation:[47,97],creationd:97,creator:[13,14,35,68,69],creator_:69,credenti:45,credit:108,critic:[48,90],crlf:85,crop:[15,109],crop_siz:[15,109],crope:15,cross:[8,63,87,110],cross_compil:103,cross_entropi:[8,29,48,67,108],cross_entropy_with_selfnorm:8,crt:44,csc:86,csr:86,ctc:7,ctc_evalu:7,ctest:[77,84,87],ctor:63,ctrl:[84,92],ctx:[87,88],cuda7:80,cuda8:[77,80],cuda:[32,68,78,80,84,91,92,94],cuda_dir:[93,94],cuda_fp16:46,cuda_so:78,cudaconfigurecal:91,cudadevicegetattribut:91,cudaeventcr:91,cudaeventcreatewithflag:91,cudafre:91,cudagetdevic:91,cudagetdevicecount:91,cudagetdeviceproperti:91,cudagetlasterror:91,cudahostalloc:91,cudalaunch:91,cudamalloc:91,cudamemcpi:91,cudaprofilerstart:91,cudaprofilerstop:91,cudaruntimegetvers:91,cudasetdevic:91,cudasetupargu:91,cudastreamcr:91,cudastreamcreatewithflag:91,cudastreamsynchron:91,cudeviceget:91,cudevicegetattribut:91,cudevicegetcount:91,cudevicegetnam:91,cudevicetotalmem:91,cudnn:[8,11,32,94],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[93,94],cudnn_convt:8,cudnn_dir:[93,94],cudnnv5:77,cudrivergetvers:91,cuinit:91,cumtim:90,cumul:8,cur_mem:57,curl:[13,97],curli:[31,49],current:[2,8,31,32,33,36,38,42,56,57,59,60,63,66,67,72,75,78,80,83,84,86,92,94,97,106,110],current_block:[61,63],current_oper:61,current_word:83,currentcost:110,currentev:110,curv:29,custom:[1,2,29,41,46,48,57,59,68,86,97],custom_batch_read:64,cut:[66,75],cut_lin:13,cutoff:14,cv2:15,cxx_compil:[102,103],cxxabi_1:80,cycl:33,cyclic:8,cython:54,d3e0:97,d_b0:48,d_b1:48,d_b2:48,d_block:48,d_f:48,d_g:48,d_h0:48,d_h0_bn:48,d_h0_relu:48,d_h1:48,d_h1_bn:48,d_h1_relu:48,d_h2:48,d_loss:48,d_loss_fak:48,d_loss_real:48,d_optim:48,d_step:48,d_t:48,d_w0:48,d_w1:48,d_w2:48,daili:85,dalla:2,dandroid_abi:102,dandroid_arm_mod:102,dandroid_arm_neon:102,dandroid_standalone_toolchain:102,danger:2,dangl:84,darwin:97,dash:48,dat:35,data:[0,1,2,4,7,14,15,28,29,30,31,35,36,37,42,44,46,48,49,50,52,53,56,57,58,59,60,61,63,66,67,68,70,72,73,74,75,76,81,83,86,87,88,91,92,93,94,96,99,109],data_batch_gen:108,data_dir:107,data_fil:15,data_i:48,data_initialz:110,data_lay:[2,36,108,110],data_read:[13,64],data_reader_creator_random_imag:64,data_shar:75,data_sourc:108,data_typ:[13,14,53,73,76,81,83],data_x:48,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:16,dataflow:50,dataprovid:1,dataprovider_bow:110,dataprovider_emb:110,dataproviderconvert:4,datasci:8,dataset:[0,2,35,41,59,64,81,83,90,94,107,109,110],dataset_nam:15,datatyp:[14,73,76],date:92,dcgan:[48,108],dcmake_install_prefix:[102,103],dcmake_system_nam:[102,103],dcuda_arch_nam:77,dcudnn_root:77,ddim:88,dead:33,deal:[105,108],debug:[2,30,45,65,78,85,90],debug_str:50,decai:10,decar:13,decayr:36,decent:37,decid:[29,40,48,53,59,69,70,73,106],declar:[8,31,48,56],decod:[8,9,83],decoder_boot:83,decoder_dim:57,decoder_group_nam:83,decoder_input:[57,83],decoder_mem:[57,83],decoder_prev:9,decoder_s:83,decoder_st:[9,83],deconv:[8,48],deconvolut:8,decor:[2,13,86],decrypt:97,deduc:68,deep:[8,40,48,49,68,70,78,91,108,109,110],deeper:[78,109],def:[2,8,13,29,30,35,41,42,47,48,50,56,57,58,63,64,74,75,83,86,87,108,109,110],def_block:48,defalut:[94,96],default_block:48,default_devic:96,default_param_attr:63,default_st:75,default_valu:96,defaultinfervartyp:52,defect:60,defer:40,defferenct:2,defin:[1,2,8,9,13,28,29,31,32,33,40,46,47,48,50,56,61,63,64,66,68,72,74,75,83,86,88,90,92,94,107,108],define_py_data_sources2:[2,109,110],definit:[2,31,33,37,43,61,65,69,74,75,78,87,90,107,110],definiton:47,degre:8,delai:[59,88,94],delar:110,delet:[41,44,85,106],deletestack:97,delimit:7,deliv:105,delta:[8,30],delv:8,demand:33,demo:[8,14,68,92,98,99,107,108,109,110],demolish:98,demonstr:[83,88,108],denot:[87,96,110],dens:[2,8,13,38,39,73,86,97,110],dense_arrai:13,dense_vector:[2,4,13,81],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,43,50,62,65,66,73,78,84,87,92,96,102,103,105],dependent_var:62,deploi:[8,92,96,105],deploy:[50,53,68,92,97,105],deprec:8,depth:31,dequeu:66,deriv:[5,29,51,58,102],desc:[31,53,63,74,75],desc_:31,descend:75,descent:[8,33,59,92],descproto:53,describ:[29,31,32,37,53,56,57,60,61,63,68,73,74,76,86,87,88,97,98,108,110],describestack:97,describestackev:97,describestackresourc:97,descript:[4,7,31,32,52,53,69,73,76,77,80,85,87,92,95,97],deseri:[28,53,60],deserializ:68,desgin:49,design:[2,8,13,36,54,59,70,87,105],desir:[13,33,59,97,98,107],destin:[38,45],destroi:31,destruct:72,destructor:86,det_output:7,detail:[2,4,6,7,8,9,10,30,37,41,45,48,50,53,56,63,65,67,70,72,75,76,77,81,83,84,86,87,88,90,91,92,95,96,97,98,103,105,107,108,109,110],detect:[52,77,85,102],detection_evalu:7,detection_output:7,determin:[2,8,13,31,68,86,108],dev:[68,78,84,90,102,105],dev_ctx:31,develop:[32,52,60,63,69,71,78,80,85,88,90,92,93,94,103],deverlop:94,deviat:6,devic:[6,42,43,46,50,60,65,67,68,78,87,88,94],device_context:87,device_context_:87,devicecontext:[31,87],deviceid:96,devid:[8,94],devtools2:77,dhcp:105,diagnos:92,diagram:[56,92,109],diamond:48,dic:15,dict:[2,7,14,28,63,67,92,110],dict_fil:[7,110],dict_siz:[14,36,57],dictionai:110,dictionari:[2,7,8,14,28,29,30,63,67,96,109,110],did:[2,60,78],diff_mat:30,differ:[2,7,8,28,31,32,33,38,40,42,43,46,48,50,51,57,59,62,65,66,67,69,72,75,78,83,86,87,88,90,92,94,97,98,107,109,110],differenti:[47,87],difficult:[7,30,84],dig:[78,91,97],digit:[2,8,92],digraph:50,dilat:8,dilation_i:8,dim0:87,dim1:87,dim:[8,13,36,53,56,68,73,76,86,87,88,107,109,110],dim_:88,dimens:[5,8,9,11,13,48,68,73,75,86,87,88,96,107,110],dimension:[2,8,83,86,88,108,110],dimenst:107,dimes:8,dir:[102,109,110],direct:[8,9,15,59,90,109],directli:[1,2,9,32,39,41,46,60,65,74,75,79,92,98],director:87,directori:[1,8,32,35,40,44,45,77,78,84,88,91,92,94,98,102,103,106,109,110],diretcoti:109,dis_conf:108,dis_train:108,dis_training_machin:108,disabl:2,disadvantag:[59,63],discard:[13,33,37,57,94],discount:8,discov:33,discoveri:97,discrep:91,discret:8,discrim:48,discrimin:108,discriminator_train:108,discuss:[29,31,37,38,39,65],disk:[53,84,98],dispatch:[60,65,92,94],displai:[41,45,85],dist:[71,77],dist_train:[29,41],distanc:[7,8],distibut:107,distinguish:[32,92,108],distribut:[8,31,37,38,39,40,42,66,67,68,76,80,89,98,99,100,105,108,110],distribute_test:[93,94],distributedli:86,disucss:29,divid:[8,10,42,43,74,76,90,93],diy_beam_search_prob_so:[93,94],dnn:77,dns:97,do_forward_backward:64,doc:[4,13,50,56,75,87,88,92],dockefil:84,docker:[71,77,79,85,92,97,99,100,105],docker_build:29,docker_clust:92,docker_push:29,dockerfil:[84,102,103],dockerhub:78,document:[2,4,8,9,30,44,49,56,57,65,68,84,85,87,88,92,96,110],documentaion:77,documentari:2,doe:[2,4,9,33,37,38,40,41,46,50,56,60,63,65,66,68,69,70,80,84,86,87,88,91,110],doesn:[6,8,13,29,31,64,67,78,84,85,90,91,98,102],dog:109,doing:[36,40,49,65,91],domain:97,don:[9,29,32,47,49,64,77,78,84,85,87,97],done:[7,8,9,32,33,37,38,52,53,59,65,69,70,85,90,91,97,108],dot:[8,9,87,94,109],dot_period:[94,96,108],dotmuloper:8,dotmulproject:8,doubl:[2,46,49,65,77,87,94],down:[91,110],download:[14,32,33,36,40,44,77,78,80,92,105,108,110],dozen:32,draw:57,drive:72,driver:[78,92],drop:[2,8,9,57],drop_rat:6,dropout:[6,9,86,110],dropout_r:8,drpi_arm_neon:103,drpi_toolchain:103,drwxr:98,dst:38,dtoh:91,dtype:[4,50,63,109],due:[37,40,48,57,63,90],dummi:[28,37],dump:53,duplic:66,durat:[37,91],dure:[1,2,8,9,31,33,37,40,41,42,59,68,86,87,93,94,97,105,110],durn:2,duse_eigen_for_bla:102,dwith_c_api:[55,102,103],dwith_gpu:[77,103],dwith_profil:91,dwith_python:[55,103],dwith_swig_pi:[55,102,103],dwith_test:[77,87],dwith_tim:91,dynam:[1,2,38,55,56,64,77,91,94],dynamic_cast:86,dynamic_recurrent_op:75,e2e:105,each:[1,2,4,7,8,9,11,13,14,28,30,32,33,36,37,38,40,41,42,43,49,52,56,57,60,62,63,64,65,66,68,69,72,73,74,75,83,86,90,92,94,96,97,105,107,109,110],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,earli:[46,85,87],eas:[13,52,87,109],easi:[30,57,59,64,68,70,85,86,92,110],easier:[29,46,64,66,75,84,85,86],easili:[29,48,64,69,72],echo:78,edg:[15,67],edit:[7,78,84,97],editor:[63,84],edu:[8,14,97,98],eeoi3ezpr86c:97,effect:[2,8,28,77,94,97],effici:[1,2,8,53,64,65,83,84,86],effort:65,efg:8,efs:97,efs_dns_nam:97,efsvol:97,eigen:[46,59,68,70,87,102],eigen_test:88,eigen_use_gpu:87,eigenmatrix:88,eigenscalar:88,eigentensor:88,eigenvector:88,either:[8,9,13,28,29,48,51,52,56,59,65,70,79,91,110],elb:97,elbapis:97,elec:110,electron:[98,110],elem_dim:8,element:[2,4,7,8,9,13,15,28,30,37,50,57,66,67,68,87,88,110],element_typ:38,elementari:68,elif:[29,74],els:[29,36,41,48,51,52,65,66,72,74,77,78,84,86,87,109,110],emac:84,email:85,emailweixu:32,emb1:36,emb2:36,emb:[98,110],embed:[29,31,36,52,57,66,73,75,83,92],embedding_lay:[36,110],embedding_nam:[8,83],embedding_s:[8,83],emphas:91,empir:8,emplace_back:86,emploi:[74,83],empti:[7,13,33,57,87],emul:46,enabl:[2,6,8,31,32,37,50,66,84,85,91,92,94,97],enable_grad_shar:[93,94],enable_parallel_vector:94,enc_proj:[9,83],enc_seq:9,enc_vec:83,encapsul:[38,67],encod:[9,37,57,83],encoded_proj:[9,83],encoded_sequ:[9,83],encoded_vector:83,encoder_ctx:57,encoder_ctx_expand:57,encoder_ctx_proj:57,encoder_dim:57,encoder_last:8,encoder_out_seq:57,encoder_s:83,encount:36,encourag:65,encrypt:97,encrypt_decrypt:97,end2end:105,end:[2,7,8,28,31,50,57,60,64,72,80,83,84,85,94,107],end_pass:29,end_po:8,endforwardbackward:28,endian:53,enditer:[28,29],endpass:[28,29],endpoint:[13,35,97],endtrain:29,engin:[41,91],english:[2,8],enjoi:78,enlarg:87,enough:[31,84],enqueu:66,ensembl:9,ensur:[2,33,72,78,80,84,86],enter:31,enterpris:68,entir:[8,9,38,40,87],entiti:[7,31,72],entranc:43,entri:[13,37,41,52,84,85,86,97,102],entropi:[8,63,110],entry_point:41,enueu:66,enumer:[5,110],env:[90,97],environ:[29,67,77,80,84,85,90,91,92,93,94,97,98,108],environmenterror:92,eos_id:[8,83],epoch:48,epsilon:[8,10],equal:[8,9,33,75,87,94],equat:[7,8,9,10,87],equilibrium:108,equip:83,equival:[29,31,51,74,105],error:[6,7,8,9,29,30,37,45,46,72,86,87,92,94,97,109,110],error_clipping_threshold:6,especi:[2,8,9,84],essenc:29,essenti:[8,29,43,46,88],estim:[8,29,59,66],eta:98,etc:[7,13,31,42,59,64,65,72,77,92,93,96,97,105],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:97,euclidean:8,eval:[7,31,42,48,67,68,110],eval_program:42,eval_result:42,evalu:[1,8,16,27,28,40,43,50,62,65,67,91,110],evaluate_difficult:7,even:[29,46,63,64,84,85,91,94],evenli:[38,97],event:98,event_handl:[28,29],eventu:[65,75],everi:[1,2,7,8,9,13,29,33,37,38,40,42,49,50,52,56,63,66,72,74,83,85,86,87,88,92,94,110],everyon:85,everyth:[48,65,66,102],everywher:84,evid:60,exactli:[2,8,9,97],exampl:[1,2,7,8,9,13,14,15,28,31,41,42,45,47,48,49,50,52,56,57,60,61,63,64,66,68,69,70,73,75,83,84,85,86,87,88,90,91,92,93,94,96,97,98,103,109,110],exceed:8,except:[2,8,14,40,49,75,96,107],exchang:60,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exec:94,execut:[32,33,37,41,42,43,48,50,67,69,84,86,90,91,97],executioncontext:[87,88],executor:[16,42,46,48,58,61,90],exist:[29,31,33,45,57,63,64,67,69,74,75,80,84,86,88,94,97],exit:[38,45,94,98],expand:[57,78,86],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,91],experi:[53,96],experienc:85,expert:32,expir:33,explain:[2,7,33,47,49,85,90,92,108],explan:[8,30,41,65,72,110],explicit:[75,86],explicitli:[2,29,65,67,87,88],explor:[8,57,70],expon:8,exponenti:5,expos:[39,53,75,97],express:[29,42,50,66,87,97],ext:8,extend:[7,59,66,75],extens:[40,57,66,87,102],extent:55,extern:[2,32,54,55,68],external_librari:32,extra:[6,8,9,65,70,105],extra_lay:28,extraattr:[6,96],extraattribut:8,extraattributenon:8,extract:[7,8,60,65,87,97],extract_fea_c:109,extract_fea_pi:109,extract_para:107,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,91],extremli:1,f120da72:98,f7e3:97,fa0wx:98,face:[32,70],fact:[61,63,109],factor:[6,10],factor_s:8,factori:54,fail:[2,33,37,57,67,87,94,96,98],failur:[33,38,87],fake:[48,108],fake_imag:64,faked_imag:48,fall:[46,62],falloc:44,fals:[2,6,7,8,9,10,13,30,31,51,56,61,62,64,73,76,81,83,86,87,92,94,96,98,107,110],false_block:[31,51,61],false_label:64,false_neg:42,false_posit:42,false_read:64,familiar:2,fanscin:2,fantast:110,far:75,fascinatingli:1,fashion:65,fast:[8,37,91],faster:[8,9,33,78,83,91],fastli:85,fault:[28,37,68,77],favorit:84,fbd1f2bb71f4:98,fc1:[50,67,86,96],fc1_bia:50,fc1_weight:50,fc2:[50,67,96],fc3:[50,96],fc4:96,fc8a365:97,fc8a:97,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[63,74,86,96,110],fc_layer_nam:9,fc_mat:28,fc_op:74,fc_out:31,fc_output:74,fc_param_attr:9,fc_without_b:31,fclayer:86,fcop:47,fea:109,fea_output:109,feasibl:59,featur:[2,5,8,13,14,46,50,65,85,94,110],feed:[9,28,29,49,56,65,67,70],feed_dict:[48,67],feeder:13,feel:85,festiv:2,fetch:[14,33,36,62,65,83,86],fetch_op:62,few:[2,32,33,59,64,65,73,84],fewer:[8,63],fg0:8,field1:28,field2:28,field:[8,28,31,50,52,53,62,69,73,74,91,97],fifth:49,figur:[29,32,48,56,63,65,66,83,86,91,107,108,109],file:[1,2,4,7,8,13,14,15,28,29,32,33,35,37,38,40,41,44,45,50,53,55,64,65,68,76,78,80,81,83,84,85,86,87,88,92,94,102,103,105,107,109],file_list:2,file_nam:[2,109,110],file_typ:13,filenam:[2,15,35,63,90],fileoffset:44,filesystem:[40,41,44,65,97],fill:[8,33,37,63,97,110],fill_zero_grad:68,filter:[8,9,109],filter_s:[8,9],filter_size_i:8,find:[8,31,33,40,46,50,57,72,77,80,91,92,102],find_var:30,findop:31,findvar:[31,72],fine:[6,37,47],fingerprint:97,finish:[2,33,37,40,41,74,77,92,97,98],finit:86,finnal:78,first:[2,8,28,29,31,33,37,40,41,45,48,49,50,56,57,61,62,63,65,68,73,74,75,77,83,84,85,86,87,88,91,94,96,97,105,107,108,109,110],first_seq:83,firstli:[7,8],firstn:13,firstseen:98,fit:[1,14,46,53,57,68],five:[61,91,110],fix:[2,6,8,54,65,85,90],flag:[8,14,85,87,94,108],flatten0:50,flatten:[50,61,63,88],flexibl:[1,8,9,29,38,49,56,57,59,64,65,75,83],flip:15,flist:92,float16_t:46,float32:[4,13,46,47,48,63,64,87,108,109],float_to_half_rn:46,floor:8,flow:[31,56,71],fluid:[0,90],fly:110,fnt03:97,focu:[2,50,90,91],focus:87,folder:[32,35,41,45,97],follow:[1,2,7,8,9,10,13,15,28,29,30,31,32,33,37,41,46,47,48,49,50,51,52,56,57,59,61,62,63,64,65,66,68,69,70,72,73,74,75,77,78,80,81,83,84,85,86,87,88,90,91,92,96,97,98,99,100,102,103,105,107,108,109,110],fool:108,forbid:29,forc:63,force_load:54,forest:31,forget:[10,29],fork:[8,85],form:[1,2,8,9,42,80,91],format:[1,2,7,13,14,15,28,30,37,46,57,75,81,85,86,87,88,92,94,97,107],former:[29,32,59],formula:[8,9,10,30],formular:8,forth:48,forward:[5,8,9,30,31,36,38,48,53,58,60,61,64,68,69,70,73,83,86,96,108],forward_op:30,forwardactiv:86,forwardbackward:28,forwardtest:4,found:[2,4,8,46,61,70,72,83,92,103,108,110],four:[2,7,42,49,107,109,110],foward:62,fp16:[46,68,76],fp32:[68,76],fp64:76,fpga:67,frame:[7,68,75],framework:[29,31,42,46,50,59,61,68,70,72,74,85,86,87,90,92,109,110],free:[14,85,105],frequenc:[14,91,107,110],frequent:[37,64,68,70,92,102],fresh:[40,67],friend:72,friendli:48,fritz:8,from:[2,4,7,8,9,13,14,15,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,56,57,58,60,61,63,64,65,66,67,68,69,72,75,78,80,83,85,86,87,88,90,91,92,94,96,97,98,102,105,107,108,109,110],from_no_sequ:8,from_sequ:8,from_tar:28,fromfil:[64,109],front:50,fulfil:91,full:[8,33,40,56,59,83,86,105],full_matrix_project:[9,83],fulli:[65,66,86,91,105,108,109,110],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[50,63,107],fullyconnectedlay:86,func:[13,37,69],funciton:9,functor:[47,50],fundament:[46,66,68],further:[8,74,105],furthermor:67,futur:[8,40,46,56,65,68,102,106],fvs:74,fwd_op:69,g_b0:48,g_b1:48,g_b2:48,g_block:48,g_h0:48,g_h0_bn:48,g_h0_relu:48,g_h1:48,g_h1_bn:48,g_h1_relu:48,g_h2:48,g_im:48,g_loss:48,g_optim:48,g_program:63,g_step:48,g_w0:48,g_w1:48,g_w2:48,gain:8,game:108,gamma:109,gan:29,gan_train:108,gangliao:32,gap:94,gate:[8,9],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,60,86,87],gauss:6,gaussian:108,gaussian_normal_random:48,gcc:[46,54,68,77,84,90,102,103],gcc_3:80,gcreators_:74,gen:8,gen_conf:108,gen_train:108,gen_training_machin:108,gender:14,gendrated_id:57,gener:[1,2,4,7,8,9,13,28,29,30,31,32,33,35,37,38,40,47,52,59,61,62,63,64,65,66,68,69,73,74,75,85,87,91,92,94,96,97,102,103,107,109,110],generated_id:57,generated_scor:57,generated_word_embed:8,generatedinput:[8,83],generator_conf:108,generator_machin:108,generator_train:108,genert:2,geq:8,gereat:7,get:[2,7,8,13,14,28,30,31,32,33,37,38,40,41,44,48,50,56,57,63,67,68,69,72,74,75,77,78,80,83,85,86,87,90,91,92,97,101,109,110],get_all_op_proto:74,get_block:63,get_cloud_job:67,get_config_arg:[96,110],get_data:[98,110],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:86,get_mnist_data:108,get_model:109,get_movie_title_dict:14,get_nois:108,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_shap:28,get_support:80,get_symbol:50,get_tensor:30,get_training_loss:108,get_vari:31,get_word_dict:14,getbatchs:86,geteigendevic:88,getenv:[29,41,92],getinfervartyp:52,getinput:86,getinputgrad:86,getinputvalu:86,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:86,getoutputvalu:86,getparam:36,getparameterconfig:36,getparameterptr:86,getparameterspars:36,getparametersremot:36,getplac:[87,88],getsiz:86,getslotvalu:108,gettask:37,gettempl:97,gettranspos:86,getw:86,getweight:86,getwgrad:86,gist:9,git:[71,77,84,85,102,103],github:[9,32,48,77,84,85,90,102,103,109],give:[2,33,56,63,68,84,85,86,91,97,110],given:[2,8,13,28,38,40,47,48,57,64,66,67,70,75,86,94,108,110],glibc:[80,102,103],glibc_2:80,glibcxx_3:80,glide:32,global:[2,6,29,31,32,33,50,60,67,68,72,74,84,91,94,97],global_block:63,global_learning_r:6,globalstat:91,globalstatinfo:91,globe:2,glog:85,glog_v:85,glog_vmodul:85,gnueabihf:103,go_librari:32,go_test:32,goal:[46,49,68,91],gob:37,godep:32,godoc:54,goe:[8,9,33,51,72],going:[47,59,90,92,105,110],golang:32,good:[48,59,64,70,90,91,105],goodfellow13:8,googl:[29,68,85,90,92,102],googleapi:97,got:72,gpg2:97,gpg:97,gprotos_:74,gpu:[1,2,6,8,11,30,41,42,46,59,60,65,67,68,70,71,77,80,81,84,87,88,89,92,105,108,109],gpu_id:[94,96,108],gpu_per_train:[65,67],gpugpu_id:93,gpukernel:68,gpuplac:87,grab:33,grad:[30,38,73,94],grad_op_class:68,grad_op_maker_:69,grad_op_typ:[68,69],grad_op_type_:69,grad_share_block_num:[93,94],grad_var_nam:30,gradient:[6,7,8,10,28,33,37,49,52,58,59,60,68,73,87,90,92,94,110],gradient_check:87,gradient_clipping_threshold:[6,110],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,55],gradientcheck:87,gradientmachin:[4,28,55,60,108],gradientmachine_:36,gradopdescmak:[52,69],gradopdescmakerbas:69,gradopmak:69,gradual:91,grai:15,grain:47,gram:107,grandient:28,grant:97,graph:[8,28,31,32,33,42,43,48,56,59,61,65,67,76,88,107],graphviz:109,grayscal:2,great:[66,105],greater:[8,59,92],greaterthan:74,green:48,grep:[78,92],groudtruth:83,ground:[7,8,110],group:[9,37,50,105],group_input1:83,group_input2:83,group_input:83,grouplen:14,grow:85,grpc:105,gru:[8,57,83,110],gru_bias_attr:9,gru_decod:83,gru_decoder_with_attent:83,gru_encoder_decod:107,gru_layer_attr:9,gru_memori:9,gru_out:57,gru_siz:110,gru_step:[57,83],gru_step_lay:9,grumemori:[9,83],gserver:[8,86],gsizex:91,guarante:[63,86],guard:36,guest:[80,84],gui:[90,91],guid:[44,68,83,85,86,91,97,98,107],gzip:[13,37,98],h0_bn:48,h_prev:31,had:84,hadoop:[13,29],half:[46,97],half_to_float:46,hand:[68,88,92],handi:32,handl:[13,29,41,50,60,64,65,67,72,75],handler:[28,31],handwrit:2,happen:[37,74],hard:[57,65,66,75,84,97,110],hardwar:[84,91],has:[2,4,7,8,9,14,29,30,31,32,33,37,38,40,42,46,48,50,53,57,61,65,66,67,68,73,74,83,84,85,86,87,91,97,98,105,107,110],has_kei:28,has_selected_colum:8,hasdependentvar:62,have:[1,2,4,8,9,13,29,30,31,32,33,37,38,40,41,46,47,48,49,53,56,57,59,60,61,63,64,65,66,67,68,69,72,73,76,77,78,83,84,86,87,91,92,94,96,97,103,105,107,110],haven:84,hdf:[1,13,35],head:[85,87,92,107],header:[38,53,55,68,86,102,103,107,109],headip:92,heard:84,heavi:92,height:[8,13,15,31,54,64,86,87],height_:73,held:33,hello:29,help:[2,4,8,31,45,50,57,64,68,75,84,85,90,92],helper:[8,65,69,75,86],henc:[59,63,65,69,70,72],here:[2,4,6,7,8,9,13,29,32,33,39,45,49,50,56,64,70,74,77,78,80,83,85,87,92,93,96,97,98,103,105,107,109,110],heterogen:[65,66],heurist:[8,57,66,94],hidden:[8,9,58,65,83,97,110],hidden_out:31,hidden_s:9,hierarch:[8,61,63,68,83],hierarchi:68,high:[6,46,86,92,105,108],higher:[1,47,56,75,85],highest:[13,31],highli:[1,2,14,75,83,96],him:29,hint:[66,90],his:67,histor:47,histori:10,hl_get_sync_flag:86,hold:[29,33,37,39,46,48,50,52,67,72,74,88,97],holder_:88,home:[35,45,65,67,78,90,92,97,98],honor:37,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,109],host:[32,41,97,98,102,103],host_c:[102,103],hostfil:92,hostnam:97,hostpath:98,hostport:97,hour:84,hourli:85,hous:[2,14,81,107],how:[1,2,6,8,29,31,33,37,45,47,50,56,57,60,65,70,74,83,84,90,92,94,97,98,101,103,109,110],howev:[2,8,9,30,40,59,60,63,64,65,69,70,73,74,83,93,94,97],howto:92,hpp:[46,54],html:14,htod:91,http:[8,9,13,14,32,41,48,77,78,84,85,90,97,98,102,103,105,108,109],huber:8,huge:59,human:8,hwc:15,hyper:[8,48,86],hyperparamet:[8,70],hyperplan:13,i1117:91,iOS:103,iamfullaccess:97,iamusersshkei:97,icml2006_gravesfgs06:8,icml_rank:8,ics:14,id_input:7,id_rsa:92,idea:[32,59,64,70,90],ideal:65,ident:[8,69,87,97],identifi:[51,86],identityoffsetproject:8,identityproject:8,ids:[7,8,57,86,110],idx:[37,48,86],ies:45,ifels:[31,61],ifelseop:61,ight:8,ignor:[2,8,94,107],illustr:[2,7,33,38,47,56,65,67,83,86,91,110],ilsvrc:109,im_siz:48,imag:[2,11,12,13,14,29,48,49,57,58,61,64,67,77,84,85,96,97,99,100,105,108,109],image_a:64,image_b:64,image_fil:64,image_lay:64,image_list_provid:109,image_nam:29,image_path:64,image_reader_cr:64,image_s:109,imagenet:[8,35],imagepullpolici:97,imageri:8,images_reader_cr:64,imagin:49,img2label:15,img:[2,8,9,65],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:91,imgsizei:91,imgsizex:91,imikolov:92,immedi:[59,70,77,97],immutable_paramet:29,imperfect:68,implement:[2,8,9,13,31,37,38,39,40,41,47,50,51,52,54,55,57,60,62,65,66,72,74,75,83,110],implemet:36,impli:32,implicit:67,imposs:[57,105],improv:[8,66,68,90,91,97],inarg:36,inbound:97,includ:[1,2,7,8,9,14,15,29,31,32,38,41,46,48,50,54,55,56,57,61,63,68,74,77,80,83,84,86,87,90,91,92,94,97,98,102,103,107,110],inclus:57,incorpor:8,incorrect:8,increas:[33,37,46,92,94],increment:[42,49,94],incupd:86,inde:13,independ:[8,30,38,67,72,105,110],index:[2,7,8,11,13,14,28,30,31,33,37,61,63,75,97],indexslot:8,indic:[2,7,8,31,38,48,56,61,69,73,75,92,97,102],indice_map:75,indices_map:75,individu:[33,97],industri:[33,53,105],ineffici:60,infer:[0,15,29,31,33,42,51,52,54,62,63,67,68,73,81,103],infer_shap:63,infer_var_type_:52,inferfac:52,inferior:40,infernec:103,infershap:[31,63,68,87,88],infershapecontext:[87,88],infervartypefn:52,info:[7,8,14,46,56,86,92,105],inform:[4,8,14,28,31,41,45,50,53,56,63,65,70,72,73,85,86,87,88,90,91,94,97,102],infrastructur:[97,108],ingor:94,inherit:[31,58,68,87],ininst:29,init:[6,28,31,48,56,57,65,81,86,92,96,97,108,110],init_attr:63,init_from_tar:28,init_hook:110,init_model_path:[93,94,96,107,110],initi:[2,4,6,8,9,14,16,28,32,37,42,49,56,59,63,65,66,70,74,75,81,83,86,87,94,107,108,110],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:63,initpaddl:[4,108],initrd:105,inlcud:9,inlin:[88,97],inner:[8,86],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:88,input1:[8,9,88],input2:8,input:[2,4,5,7,8,9,11,13,15,28,30,31,36,40,42,46,47,48,49,50,52,56,57,59,60,62,63,64,65,66,67,68,69,72,74,75,81,83,85,86,87,88,92,96,107,108,109,110],input_conf:8,input_data:86,input_data_target:86,input_featur:5,input_hassub_sequence_data:86,input_id:8,input_imag:9,input_index:86,input_label:86,input_lay:86,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:75,input_seq:8,input_sequence_data:86,input_sequence_label:86,input_sparse_float_value_data:86,input_sparse_non_value_data:86,input_t:86,input_to_check:30,input_typ:110,input_valu:30,input_var:[30,63],inputbuff:36,inputdef:86,inputgradi:69,inputlayers_:86,inputs_to_check:30,inputtyp:[2,13],insert:[62,68,69,85],insid:[7,9,33,42,60,64,65,66,68,69,78,97],inspir:107,instal:[8,41,71,77,78,84,85,90,92,98,109],install_android:102,instanc:[8,30,31,33,35,39,43,51,56,57,59,63,65,68,69,83,86,88,91,94],instance_ip:97,instanti:[33,43],instead:[8,9,11,13,32,36,41,46,49,50,65,84,85,110],instrins:46,instruct:[31,49,78,84,91,102,110],int16:76,int32:[61,75,76,94],int64:[44,73,76],integ:[2,7,8,13,37,41,46,54,57,86,110],integer_valu:[2,13,110],integer_value_sequ:[2,13,57,83,110],integr:[7,77,105],intellig:43,intend:77,inter:[8,65],interact:[8,78,97],intercept:8,interchang:[49,68],interest:[46,91],interfac:[0,4,6,8,9,28,31,37,41,45,50,60,68,69,77,87,88,97,105],interg:110,intergr:8,intermedi:[45,48,58,65,84,102,103],intern:[8,9,28,46,90,92,97],internet:[32,33,105],interpret:[2,7,77,91],interv:8,inth:88,intrins:[46,103],introduc:[2,8,15,31,33,48,53,70,72,74,87,90,92,98],introduct:[3,108],introductori:84,intuit:[40,68],invalid:[64,72],invoc:[32,47,68],invok:[2,8,28,60,63,65,66,68,69,74,84,85,91,97],involv:[57,87,108],iob:7,ioe:7,ips:97,ipt:[8,63,74,83],ipx:105,ipython:29,is_color:15,is_discriminator_train:108,is_gener:[107,108],is_generator_train:108,is_loc:28,is_predict:110,is_seq:[8,83],is_stat:6,is_target:62,is_tensor:74,is_test:109,is_traget:62,is_train:[2,15],isn:91,isspars:86,issu:[32,48,67,78,80,84,85,91],item:[8,13,28,40,46,64,81,105],iter:[8,9,10,13,28,29,33,59,64,65,75],iter_multiple_input_and_param:63,its:[2,8,9,28,29,30,31,33,37,42,48,49,50,52,53,56,57,59,60,62,63,68,69,72,73,74,80,86,87,88,91,92,94,97,107,108,110],itself:[33,40,59,72],ivs:74,java:[31,54,61,68],jeremi:91,jmlr:8,job:[4,14,40,65,67,68,78,93,94,96,109,110],job_dispatch_packag:92,job_id:14,job_mod:107,job_nam:[41,97],job_namespac:97,job_path:97,job_workspac:92,jobpath:97,jobport0:97,jobport1:97,jobport2:97,jobport3:97,jobserv:41,join:33,joint:107,jointli:9,journei:78,jpg:[15,109],json:[50,97,98],jth:9,judg:8,juditski:59,jupyt:[41,78],just:[2,5,7,8,9,14,32,37,38,48,52,59,60,63,64,65,68,69,70,72,73,77,80,84,85,92,96,97,102,107],jx4xr:97,jypyt:29,k8s:105,k8s_data:97,k8s_job:29,k8s_token:29,k8s_train:97,k8s_user:29,kafka:35,kaimingh:109,kebilinearinterpbw:91,kebilinearinterpfw:91,keep:[2,8,13,15,33,49,57,59,63,72,74,77,85,105],keep_top_k:8,kei:[2,14,15,28,30,31,33,35,37,44,46,68,69,74,75,84,85,87,91],kept:[8,63],kera:70,kernel:[8,30,46,59,70,73,87,88,91,110],key1:94,key2:94,key_pair_nam:97,keyid:97,keymetadata:97,keypair:97,keyserv:97,keystat:97,keyusag:97,keyword:[2,63],kill:[33,97],kind:[1,2,29,30,33,39,49,58,76,78,97,98,108,110],kms:97,know:[2,29,37,53,85,86,90,91,92,97,102],known:[31,47,56,108],kriz:14,kselectedrow:73,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:97,kubectl:[92,98],kuberent:[33,97],kubernet:[29,33,68,89,99,100,105],kubernetes_service_host:29,kwarg:[2,9,10,13,42,50,63,74,110],l1_rate:6,l1_regularization_op:70,l2_rate:6,l2_regularization_op:70,l2_sim:8,l2regular:110,l93:36,label:[2,4,7,8,13,14,15,28,42,48,49,50,58,61,64,65,66,67,98,108,109,110],label_dim:[8,110],label_fil:64,label_lay:64,label_path:64,lag:94,lake:2,lambdacost:8,lambdarank:8,lan:92,languag:[8,14,49,68,72,96,107],larg:[11,14,53,59,65,66,85],larger:[2,6,7,8],larger_than:[31,51,61],last:[7,8,9,56,61,83,94,110],last_seq:57,last_time_step_output:8,lastseen:98,latenc:[8,46,65,92,97],latent:8,later:[32,68,70,77,80,87,88,97,106,110],latest:[8,31,32,33,40,77,78,80,98],latter:[59,75,90],launch:[94,97],launcher:29,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,27,28,31,36,48,49,51,58,59,61,64,65,66,68,70,74,75,81,83,89,93,94,107,108,109,110],layer_0:86,layer_attr:[8,83,96],layer_num:[96,109],layer_s:8,layer_typ:8,layerbas:86,layerconfig:86,layergradutil:86,layerhelp:63,layermap:86,layeroutout:8,layeroutput:9,layout:15,lazi:[59,70],lbl:7,lead:91,leaki:48,learing_r:58,learn:[6,7,8,9,10,14,29,38,40,48,49,57,59,64,65,66,67,68,70,78,83,84,86,87,91,106,109,110],learnabl:28,learning_method:[107,110],learning_r:[6,38,65,107,110],leas:33,least:[7,33,80,102],leav:[2,31,97],lecun:14,left:[8,31,88,109],left_cmd:13,left_right_flip:15,legaci:78,legal:74,len:[2,8,38,44,63,81,86,110],length:[8,9,13,14,15,38,46,53,56,57,68,75,83,94,98],leq:8,less:[8,29,105],less_than:29,let02:98,let:[4,7,8,29,31,40,47,49,56,57,58,69,87,90,97],level:[6,8,46,47,50,53,56,57,75,76,85,92,94,102,108],lgtest:32,lgtest_main:32,lib64:[78,94],lib:[55,77,78,90,92,102,103],libapi:32,libari:55,libc:80,libcuda:78,libgcc_:80,libgoogl:90,libnvidia:78,libpaddl:[54,55,68,90],libpaddle_capi:55,libpaddle_gserv:55,libpaddle_math:55,libpython2:77,librari:[8,32,39,55,65,77,80,87,92,94,103],libstdc:80,life:33,lifecycl:105,lifetim:[72,80],lightweight:47,like:[2,7,8,13,14,31,32,33,36,41,47,48,49,50,52,59,63,64,68,69,70,72,73,75,77,80,83,84,85,90,91,92,93,96,97,102,103,105,107,109,110],limit:[8,13,53,57,68,70,91,94],linaro:103,line:[1,2,4,7,13,32,36,41,45,49,59,61,63,68,70,84,85,89,90,91,96,97,107,109],line_break:13,linear:[8,57,81],lineno:90,link1:46,link2:46,link:[8,9,32,44,45,72,80,87,97,105,110],linux:[13,44,78,80,84,85,97,103],linux_x86_64:[71,80],lipeng:107,list:[1,2,7,8,9,13,15,28,29,31,32,37,41,43,45,48,58,60,63,67,69,72,75,81,83,84,86,87,90,92,94,96,97,103,109,110],listdir:92,listen:[33,92,94],littl:[1,2,38,53,94,110],live:87,load:[1,2,4,15,29,33,48,63,65,77,87,94,97,109],load_and_transform:15,load_featur:109,load_feature_c:109,load_feature_pi:109,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[93,94,96,107],load_mnist:48,load_uniform_data:108,loadparamet:4,loadsave_parameters_in_pserv:[36,93,94],loc:7,local:[6,28,30,31,33,39,40,49,56,61,63,68,77,78,84,85,90,92,93,94,98],local_scop:30,localhost:78,localpath:45,locat:[8,28,32,75,83,86,92,103,110],lock:[32,33,37,38,66],lod:[53,56,73,75,76],lod_desc:[73,76],lod_expand:57,lod_level:[63,73,76],lod_tensor:[56,73,76],lodtensor:[52,53,68,76],lodtensordesc:[53,73],log:[2,37,45,48,65,80,86,92,94,97,98,103],log_barrier_abstract:94,log_barrier_lowest_nod:[93,94],log_barrier_show_log:[93,94],log_clip:[93,94],log_error_clip:[93,94],log_period:[94,96,98,108,110],log_period_serv:[93,94],logarithm:5,logger:2,logic:[2,40,48,52,58,60,65,66,72,75,87],login:[80,92],logit:48,longer:[33,65],look:[2,7,31,41,49,59,63,69,70,92,93,97,98,108,110],lookahead:8,lookup:[52,57,110],loop:[30,31,64,72],loop_var:75,loss:[8,48,50,58,59,70,86,108,110],lot:[57,59,63,65,70,92,93,105],low:[8,58,75],low_rnn:56,lower:[8,46,56,57,85,92],lower_level_rnn:56,lowest:94,lpaddle_capi_shar:55,lpaddle_capi_whol:55,lrelu:48,lstm:[8,83,98,110],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:110,lstm_step:9,lstmemori:[9,83],lstmemory_group:8,ltr:8,mac:[55,84,85,102],machin:[9,14,28,48,59,65,66,70,77,80,84,86,92,93,94,96,97,98,103,105,110],machine_transl:83,machinelearn:8,maco:[80,81,84],macro:[47,69,87],made:[2,33,38,83],mai:[2,8,9,30,31,42,46,64,65,66,67,68,72,77,78,88,91,92,97,103],main:[2,4,50,61,68,80,90,92,97],main_program:42,mainli:[39,77,87,94],mainlin:80,maintain:[8,31,37,59,63,68,97,106],majel:32,major:[46,65,102,108,109],make:[2,7,8,29,31,32,33,37,38,40,46,49,56,57,59,60,63,64,65,68,70,75,77,84,85,86,87,90,91,92,97,102,103,105,110],make_ddim:88,make_function_oper:47,make_vari:74,maker:[68,69],malloc:86,man:44,manag:[28,33,38,39,45,65,72,80],mandarin:8,mani:[9,15,32,37,48,57,60,63,68,69,72,73,74,75,84,94,110],manili:50,manipul:[63,69,92],manner:[8,59,70],manual:[58,59,65,69,92,102,105],manylinux1:80,manylinux1_x86_64:[71,80],map:[2,7,8,13,28,29,31,37,63,69,72,74,75,84,94,105,109],map_fn:75,map_read:13,mapper:13,mapreduc:[29,92],mark:[2,48,49,56,57,66,72,83,90,105],market:46,mask:[6,8],master:[29,40,68,71,94,103],mastermind:32,mat:[54,55],mat_cache_row:36,mat_norm:36,mat_normal_shar:36,mat_param_attr:9,mat_sparse_row:36,mat_sparse_row_auto_grow:36,mat_sparse_row_id:36,mat_sparse_row_prefetch:36,mat_sparse_row_prefetch_full_s:36,mat_value_shar:36,match:[8,32,46,80,91],matchbox:105,math:[9,54,68,85,86,87,91],mathemat:70,matirx:8,matmul:[31,50,56,75,87],matric:[4,83,86],matrix:[7,8,9,13,28,36,54,55,86,87,93,96,109],matrixptr:86,matrixtyp:55,matter:2,mattyp:36,matur:92,max:[2,6,8,13,14,30,63,91,94,96,110],max_diff:30,max_id:[8,28,110],max_job_id:14,max_length:[8,57,83],max_movie_id:14,max_relative_error:[30,87],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:[7,110],maxid_evalu:7,maxid_lay:110,maxim:8,maximum:[7,8,14,31,38,83,87,91,94,110],maxinum:11,maxpool:8,mayb:31,md5:[14,34],mean:[2,6,7,8,9,10,11,13,15,28,32,43,50,57,62,64,65,72,78,83,84,87,90,91,94,96,97,105,107,108,109,110],mean_meta:109,mean_meta_224:109,mean_valu:109,mean_var_nam:8,meant:75,measur:[42,91],mechan:[8,9,39,42,63,69,83,97],mem:[8,31,41,57],mem_per_p:67,mem_per_train:67,member:[8,14,29,49,50,60,63,72,87],memcpi:[60,91],memor:8,memori:[1,2,9,31,36,37,41,46,53,57,59,68,83,84,85,86,88,91,94,96,98,110],memory_boot:9,memory_nam:8,memory_test:84,memory_threshold_on_load_data:94,mention:[32,37,56,59,65,66,84],mere:9,merg:[8,38,40,42,56,60,85,94,107],mergedict:107,messag:[31,49,53,61,62,63,68,69,73,76,85,94,98],meta:[109,110],metaclass:87,metadata:[44,97,98],metal:105,metaphor:49,metaplotlib:29,method:[2,8,10,28,30,31,40,46,48,49,50,58,63,64,66,68,72,73,75,78,80,86,87,88,90,91,94,96,110],methodolog:59,metric:42,microarchitectur:46,microsoft:8,might:[8,31,32,61,66,84,85,86,90,97,102],mileag:91,million:[14,96],min:[6,8,63,91,96,97],min_block:31,min_count:66,min_desc:31,min_pool_s:2,min_word_freq:14,mind:90,mini:[2,8,13,28,31,33,42,51,56],mini_batch:64,minibatch:[8,31,42,49,51,61],minim:[2,31,48,58,66,68,94,102,103],minimum:[8,102],minimun:94,minsizerel:[102,103],minst:2,minu:69,minus_grad:69,minusgradop:69,minusop:69,minusopgradmak:69,minusopprotoandcheckermak:69,minut:[33,40,78,84,97],mirror:[32,78],mislead:38,miss:[48,94,107],mit:97,mix:[9,75,83],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:90,mkdir:[45,77,92,97],mkl:[68,77,78],mkldnn:8,mkldnn_batch_norm:8,mlp:50,mlpaper:8,mnist:[2,4,35,48,49,61,64,65,67,68,90],mnist_provid:2,mnist_random_image_batch_read:64,mnist_train:[2,64],mnist_train_batch_read:64,mobil:[46,68,101],mod:92,mode:[8,28,46,85,94,108,109],model:[0,1,4,8,9,14,28,31,33,34,42,49,58,59,65,66,67,68,70,75,81,85,86,89,94,97,106],model_config:[4,108],model_list:[94,96],model_path:96,model_zoo:[107,109],modif:79,modifi:[4,8,46,50,65,70,83,86,87,92,97],modul:[1,2,4,9,14,28,47,48,57,65,75,87,90,109,110],modular:57,modulo:8,moment:90,momentum:[6,72,110],momentumop:90,mon:98,monitor:110,mono:8,month:[32,110],more:[1,2,4,7,8,9,13,29,30,32,33,37,40,41,45,46,47,49,56,57,58,63,64,65,66,68,70,75,77,78,81,83,84,86,87,88,90,91,92,96,98,103,105,110],most:[2,4,8,13,28,29,32,40,49,50,57,59,64,65,70,80,83,86,90,91,93,105],mostli:[46,105],motiv:68,mount:[41,78,92,97,98],mountpath:[97,98],move:[8,33,37,45,59,78,91,97,105],movement:91,movi:[2,14],movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:92,mpirun:92,mse:[49,58,61],much:[8,33,58,64,70,75,91],mul:[47,63,67,86,87],mul_grad:87,mul_op:87,mul_ratio:8,mul_result:63,mulgradkernel:87,mulkernel:87,mulop:[47,87],mulopgrad:87,mulopmak:87,multi:[8,42,60,86,90,92,93,94,105,109],multi_binary_label_cross_entropi:8,multi_crop:109,multigradientmachin:60,multinomi:8,multipl:[7,8,9,13,28,29,30,37,38,40,42,47,65,66,67,68,76,83,86,87,90,92,94,96,97,108,110],multiple_input:63,multiple_param_attr:63,multipli:[7,8,86],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,38,53,62,63,64,68,74,83,86,87,88,92,94,96,97,102,103],mutabl:88,mutable_data:[87,88],mutuable_data:88,mxnet:31,my_cluster_nam:97,my_external_dns_nam:97,my_lib:92,mypaddl:98,name:[2,6,7,8,9,11,15,28,29,30,31,33,35,36,38,41,42,46,47,50,53,55,57,61,63,67,68,71,73,74,75,76,78,80,81,83,84,86,87,91,92,94,96,98,99,100,105,107,108,109,110],name_prefix:35,namespac:[31,51,54,63,86,87,98],nativ:[8,46,85],natur:[37,40,57,66,75,96],ncall:90,ncelm:8,nchw:8,ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:102,nearest:[46,110],nearli:30,necess:75,necessari:[2,8,31,38,40,42,53,57,60,63,74,75,86,92,110],necessarili:86,need:[2,7,8,9,13,29,30,32,36,37,38,40,41,42,45,47,48,57,58,59,60,62,63,65,66,67,68,69,70,72,73,74,75,77,78,79,80,81,83,86,87,88,92,93,94,96,97,98,102,103,105,108,109,110],neg:[2,7,8,110],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighbor:110,neon:[46,102,103],ner:7,nest:[2,8,13,31,61],net:[8,9,16,31,48,56,72],net_diagram:109,netop:[31,68],network:[1,2,4,6,7,8,13,27,28,29,30,31,33,36,42,48,50,56,58,59,64,65,66,70,72,74,76,81,86,87,88,91,92,94,105,107],network_config:96,networkadministr:97,neural:[2,4,8,9,13,28,29,31,33,50,56,59,65,70,72,76,81,88,91,92,94,107,108,109],neuralnetwork:60,neuron:[4,86,110],never:[13,64,72,97,98],new_block_idx:63,new_stat:56,newblock:63,newer:102,newest:38,newli:[46,105],newop:31,newopdesc:63,newprogram:63,newremot:65,newvardesc:63,next:[8,14,33,39,57,75,83,86,87,90,91,94,97,98],nfs4:97,nfs:97,nfsver:97,ngram:14,nic:[93,94],nil:37,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:86,no_cach:2,no_grad_set:[30,87],no_sequ:[2,8],node1ip:92,node2ip:92,node3ip:92,node:[8,32,40,50,57,65,66,67,68,76,84,86,92,94,97,98,105],node_0:97,node_1:97,node_2:97,node_id:92,nodeattr:50,nodeentri:50,nodefil:92,nodesep:50,nohup:92,nois:[8,33,48,92,108],noise_dim:108,noisi:[8,48],non:[8,33,46,73,86,87,94,97],none:[1,2,4,6,7,8,9,10,11,15,28,29,30,31,42,48,50,51,56,57,58,61,63,67,74,75,83,109,110],nonlinear:86,nor:84,norm:[9,48,108],norm_by_tim:8,normal:[2,4,8,9,14,59,83,86,92,94,98,107,108,109],normzal:109,notat:8,note:[2,4,6,8,9,11,15,28,29,31,36,37,41,53,64,68,77,78,87,88,91,92,94,96,97,107],notebook:[41,78],noth:[5,28,63,72,84,94],notic:[69,83,85,86],notif:85,notingradi:87,notion:75,notori:30,now:[2,13,32,33,48,53,59,66,68,69,70,72,94,97,108],np_arrai:13,nproc:84,nullptr:[69,72,86],num:[8,9,92,94,110],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,50],num_filt:[8,9],num_gradient_serv:[92,93,94],num_group:8,num_hidden:50,num_input:85,num_neg_sampl:8,num_p:[65,67],num_parameter_serv:29,num_pass:[28,93,94,96,98,110],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:73,num_shard:35,num_step:75,num_train:[65,67],number:[2,7,8,9,13,14,15,31,33,35,42,59,64,66,68,74,75,84,86,90,92,94,97,107,109,110],numchunktyp:7,numdevices_:96,numer:[8,87],numeric_grad:30,numerical_grad:30,numlogicaldevices_:96,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,28,35,46,48,63,64,77,87,108,109],numreal:36,numsampl:91,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:84,nv_librari:32,nv_test:32,nvcc:[32,46],nvidia:[46,78,84,91,94],obei:7,obj:[2,109,110],object:[2,4,6,8,9,13,28,29,36,42,48,50,54,58,63,67,68,70,72,88,91,108,109,110],observ:[8,86,91],obtain:[40,59,110],obvious:[32,90],occupi:46,occur:[14,28],occurr:31,oct:98,odd:8,off:[55,77,78,84,92,102,103,105],offer:[4,31,67,68,74],offici:[8,32,85,97,102],offlin:[33,35,105],offset:[8,36],often:[8,36,50,85,90,92,110],ograd:86,old:[30,38,40,57,68,94],older:102,omega:70,omit:110,omp_num_thread:90,ompi_comm_world_rank:92,on_init:2,onc:[2,8,33,37,42,49,59,65,66,85,86,97,110],one:[2,5,7,8,9,11,13,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,50,52,53,56,57,58,59,60,61,62,63,64,65,67,68,69,72,73,75,78,84,85,86,87,92,94,96,97,98,105,107,108,109,110],onehotcrossentropyopkernel:87,ones:[47,48,68,85,87],onli:[1,2,4,7,8,9,11,15,28,29,30,32,36,37,38,39,40,41,42,45,46,48,49,56,57,58,60,63,65,66,67,68,73,74,75,77,79,80,83,84,86,87,88,91,93,94,96,97,98,105,107,109,110],onlin:[8,10,33,35,64],only_cpu:30,onto:[65,66,92,97],op_:87,op_check:87,op_class:[68,74],op_desc:[52,62],op_maker_class:[68,74],op_proto:74,op_test_util:87,op_typ:68,opattrcheck:87,opcreat:74,opdesc:[31,49,61,62,63,68,69,74,76],opdescbind:[52,69],opdescbuild:31,open:[2,8,15,29,35,48,64,85,90,92,97,109,110],openbla:[77,78,102],opencv:15,openmp:90,oper:[8,9,13,15,30,31,42,43,46,48,49,50,52,56,57,58,62,65,67,70,72,76,83,85,86,88,91,94,97,102,107],operand:46,operator_grad:30,operatorbas:[31,47,68,69,74,87],operatorwithkernel:87,opinfo:[52,68,69],opinfomak:52,opinfomap:69,opkernel:88,opkernelkei:68,opmak:74,opproto:87,opprotoandcheckermak:[69,87],opprotomak:[74,87],opregist:74,opregistri:74,ops:[30,31,32,49,50,59,61,62,63,68,87,105],ops_:31,ops_test:32,opt:[29,58,62,67,74,77],opt_op_list:58,optestmeta:87,optim:[2,6,16,27,28,30,43,48,59,60,61,65,66,67,68,70,73,86,90,91,92,102,103],optimis:58,optimize_op_attr:63,option:[2,7,8,29,32,48,53,61,62,63,68,73,74,76,84,86,90,92,96,102,105],optmization_op_list:58,opts_np:62,optyp:[52,74],opwithkernel:73,order:[2,8,9,13,15,28,43,49,53,64,70,75,77,86,90,92,94,97,98,105,108,109,110],ordereddict:28,oregon:97,org:[7,8,9,14,35,44,48,78,108],organ:[7,8],orient:74,origin:[1,2,8,9,13,14,30,46,48,72,75,85,88,108],other:[2,7,8,9,13,31,33,38,45,46,52,56,59,62,70,72,74,77,83,84,85,90,92,96,97,98,102,103,105,107,108,109,110],otherchunktyp:7,otherwis:[1,8,13,14,15,28,29,33,38,40,48,52,64,83,85,92,96],our:[29,32,48,52,59,65,66,72,75,77,80,83,84,85,86,90,97,98,102,107,110],out:[8,28,29,31,32,37,40,50,56,57,63,65,81,83,87,88,90,91,92,94,97,98],out_dir:97,out_left:8,out_mem:83,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:8,outlier:8,outlin:95,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[4,5,6,7,9,11,13,28,29,30,31,35,40,45,47,48,49,50,51,52,53,56,57,59,61,62,63,64,65,66,68,69,72,73,74,75,77,83,84,85,86,87,88,90,91,94,96,98,102,107,108,109,110],output_:[8,86],output_all_step:56,output_dir:109,output_id:8,output_lay:[28,81,109],output_max_index:11,output_mem:[8,83],output_nam:30,output_num:56,output_path:35,output_seg:75,outputbuff:36,outputgradi:69,outputh:8,outputw:8,outsid:[2,8,9,65,72],outter_kwarg:2,outupt:75,outv:86,over:[1,8,9,28,29,59,75,85,86,91,110],overal:[48,59,85,105],overfit:70,overhead:91,overlap:[7,8,86],overlap_threshold:[7,8],overload:46,overrid:[31,33,45,67,86,87,88],overview:[37,38,39],overwhelm:85,overwrit:[45,92],own:[8,38,40,50,52,58,59,65,67,70,74,87,92,97,102],owner:[84,85],paam:15,pack:[75,102],packag:[2,13,14,37,41,47,71,77,78,85,87,90,97],pad:[9,110],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,28,29,31,32,33,35,41,45,47,48,51,53,54,55,56,57,60,61,65,67,68,70,74,75,77,78,80,81,83,84,85,86,87,89,90,91,92,94,96,97,102,105,108,110],paddle_begin_init_param:38,paddle_dir:87,paddle_element_typ:38,paddle_element_type_float32:38,paddle_element_type_float64:38,paddle_element_type_int32:38,paddle_element_type_int64:38,paddle_element_type_uint32:38,paddle_element_type_uint64:38,paddle_enforc:31,paddle_enforce_eq:[87,88],paddle_error:[54,55],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:92,paddle_init_param:38,paddle_init_port:92,paddle_init_ports_num:92,paddle_init_ports_num_for_spars:92,paddle_init_pserv:92,paddle_init_trainer_count:92,paddle_init_trainer_id:92,paddle_init_use_gpu:92,paddle_job:41,paddle_manylinux_devel:77,paddle_matrix:[54,55],paddle_matrix_cr:55,paddle_matrix_get_shap:54,paddle_matrix_shap:54,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:98,paddle_paramet:38,paddle_pserver2:92,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:107,paddle_save_model:38,paddle_send_grad:38,paddle_source_root:107,paddle_train:[55,71,92],paddledev:[78,97,98],paddlepaddl:[1,2,4,8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,47,48,49,51,53,56,57,58,60,63,64,67,68,72,75,76,79,81,83,85,86,87,89,90,91,99,100,104,105,106,109,110],paddlepaddlebook:78,paddlepadl:2,paddpepaddl:2,page:[85,97],pain:67,pair:[7,8,31,49,58,65,68],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:107,paper:[8,48,107,108,109],paper_fil:8,para:36,paraconvert:107,paradigm:68,paragraph:56,paragraph_data:56,paragraph_out:56,parallel:[65,66,68,84,91,92,94,96,97,98],parallel_nn:[6,93,94],param:[6,8,9,13,30,31,38,60,63,88,92],param_attr:[8,9,36,63,83],param_config_proto:38,paramattr:[6,8,16,83],paramet:[1,2,4,7,9,10,11,13,14,15,27,30,31,32,34,36,40,43,45,48,49,50,52,53,56,58,61,64,65,72,74,75,77,81,85,86,88,89,96,108,110],parameter_block_s:[93,94],parameter_block_size_for_spars:[93,94],parameter_learning_r:6,parameter_list:58,parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient_:36,parametermap:86,parametermutex_:36,parameters_:86,parameters_and_grad:58,parameterserver2:36,parameterset:29,parameterupdat:60,parameterupdater_:36,parametr:8,params_grad:58,paramt:[97,107],paraphrase_data:107,paraphrase_model:107,paraspars:86,parent:[31,61,63,68,86],parent_:[31,72],parent_idx:63,parenthes:68,pars:[4,13,14,32,43,50,84,96,97,108],parse_config:[4,108],parser:13,part:[2,7,8,31,40,53,61,63,65,83,86,90,91,92,105,108,110],parti:[84,91,102,103],partial:[8,28,108],partial_sum:8,particip:87,participl:107,particular:[49,53,68,91],partit:[33,35,43,65,66,68,92,97],pass:[2,8,13,28,31,33,42,48,53,58,59,60,62,63,64,68,70,72,75,85,86,91,92,94,97,98,108,110],pass_gener:8,pass_id:28,pass_idx:64,pass_test:108,passtyp:86,password:92,past:[29,78,81,97],patch:44,path:[1,2,7,13,14,15,28,33,37,38,41,57,64,77,78,92,94,96,97,98,102,103,107,109,110],pattern:[14,33,54,59,70,97],paus:[33,40],pdf:[8,9],pem:[29,35,97],pend:[33,37],peopl:[8,84],pep425tag:80,pep8:85,per:[7,8,14,15,33,38,59,64,70,87,94,110],percal:90,perf_test:90,perfom:[94,96],perform:[1,8,9,30,38,42,46,48,60,64,65,68,70,83,84,86,87,89,92,93,102,103,108,110],perftool:90,period:[1,33,40,67,94,110],permiss:97,peroid:[8,15],persist:[43,73,76,97],persistentvolum:97,persistentvolumeclaim:97,person:[7,29],perspect:[68,91],perturb:[30,86],peter:67,pex:105,pfs:[35,45,67],pfsclient:35,pfspath:45,pgp:97,phase:[57,59,64,69,105],philosophi:[59,70],photo:48,physic:105,pick:[2,97],pickl:92,pictur:110,piec:[8,9,43,88],pil:[15,92],pillow:41,ping:85,pip:[71,77,79,81,85,90],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,33,40,65,66,68,86,87,88,91,109],placehold:[48,88,107],placement:66,plain:[1,7,8,13,41,53,55],plan:[33,68,86,102],platform:[31,80,85,87,88,97,102,103],pleas:[2,4,6,8,9,10,15,29,33,37,38,39,50,56,63,64,67,68,76,77,78,80,83,84,85,86,87,88,90,92,97,102,103,106,107,110],plot:29,plu:[8,30],plug:59,pne:87,png:109,pnpairvalidationlay:94,pnpairvalidationpredict_fil:93,pod:[35,41,97,98],pod_nam:97,point:[31,33,41,46,67,84,85,87,88,90,91,102,105],pointer:[31,38,50,63,68,72,88],polar:14,polici:97,pollut:40,polyak:59,ponit:50,pool3:86,pool:[2,9,27,110],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:9,pool_siz:[2,8,9],pool_size_i:8,pool_strid:9,pool_typ:[8,9],pooled_height:8,pooled_width:8,pooling_lay:[9,110],pooling_typ:[8,110],poolingtyp:11,pop:31,popul:38,popular:[32,48,50,109],port:[32,90,92,93,94,97,98],port_num:93,portabl:50,ports_num:[92,94],ports_num_for_spars:[36,92,93,94,96],pose:33,posit:[2,7,8,9,110],positive_label:7,possibl:[29,31,37,63,66,70,91,108],post:[41,44],postpon:70,potenti:[46,91],power:[46,88,105,110],pprof:90,practic:[83,86],pre:[2,8,9,14,29,38,77,85,97,98,102,103,107],pre_activ:63,pre_bia:63,pre_dictandmodel:107,pre_stat:[56,75],preambl:63,precis:[7,42,46,59,77],precision_evalu:7,pred:[50,110],predetermin:[8,94],predic:14,predict:[2,3,7,8,28,65,70,81,83,94,107,110],predict_fil:94,predict_lay:28,predict_output_dir:[93,94,110],predict_sampl:4,predicted_label_id:110,prediction1:28,prediction2:28,prefetch:[36,86],prefix:[7,9,33,35,57,87,97],pregrad:86,premodel:107,prepand:63,prepar:[4,30,41,60,83,99,110],prepend:63,prepend_oper:63,preprocess:[14,15,75,98],present:[29,31,75,109],preserv:45,prev_batch_st:[93,94],prevent:[1,10,29,33,37,40,70,90],preview:68,previou:[8,9,28,33,45,56,57,66,86,90,94,97],previous:[8,98,109],previous_memori:31,price:[14,68,81],primari:49,primarili:[59,70],primer:85,primit:[46,75],principl:[29,32],print:[6,28,29,50,65,80,81,90,92,94,107,110],print_graphviz:50,print_s3_bucket:13,printallstatu:91,printer:7,printstatu:91,priorbox:8,prioriti:68,prite:7,privat:[31,55,63,72,73,74,75,85,88],privileg:[84,97],prob:[7,28,81,108],probabilist:[8,107],probability_of_label_0:110,probability_of_label_1:110,probabl:[7,8,28,57,78,83,85,109,110],problem:[4,8,29,30,32,40,48,49,59,68,70,80,84,110],proc:78,proc_from_raw_data:110,proce:[13,33,64,78,97],procedur:[31,53,88,107],proceed:8,process:[1,2,4,6,8,9,13,29,31,35,36,37,40,42,50,53,65,70,74,83,85,90,92,94,96,97,98,107,109,110],process_num:13,process_pr:110,processdata:109,processor:[46,91],produc:[8,9,13,33,50,64,109,110],product:[8,9,41,86,97,110],productgraph:98,prof:90,profil:[16,45],proflier:91,program:[1,13,29,35,38,40,49,51,58,64,65,67,68,72,90,91,94],programdesc:[43,53,62,63,67,69],programm:[63,65],progress:[33,37,94],proivid:2,proj:8,project:[8,9,41,55,83,86,87],promis:[8,9,57],prompt:45,prone:29,propag:[8,10,59,87,94,96],proper:92,properli:[84,110],properti:[2,50,70,94],propos:[31,57,58,59,66,75],protect:[46,74,86,87],proto:[11,53,61,68,74,76,87],proto_:74,protobuf:[28,31,41,43,49,50,53,61,63,68,69,74],protoc:[102,103],protocol:[7,94,105],prove:110,provi:92,provid:[8,14,29,31,38,41,42,46,48,50,52,59,63,67,70,74,75,78,81,88,90,91,92,97,102,105,107,108,109],providermemory_threshold_on_load_data:93,provis:[97,105],provod:2,prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,68,92,93,94,97],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,93,94],pserver_spec:28,pserverstart_pserv:93,pseudo:[29,41,69,75],pseudocod:75,psize:86,ptr:55,pub:92,pull:[32,68,71,85,107],purchas:110,purpos:[8,33,65,66,91],push:[31,85],push_back:86,put:[32,33,36,63,66,86,98,102,110],pvc:97,pwd:[77,78,84,102],pxe:105,py_paddl:[4,108],pybind:[31,46],pydataprovid:[1,2,110],pydataprovider2:[3,4,110],pypi:80,pyramid:8,pyramid_height:8,python2:90,python3:80,python:[1,2,3,13,28,29,31,39,42,47,48,49,50,54,57,60,68,71,75,77,78,80,81,83,84,85,92,107,108],qualcomm:46,qualiti:110,queri:[7,8,97],query_id:7,question:[8,29,66,74,97],queue:66,quick:[50,94,98],quick_start:[41,97,98,99,110],quick_start_data:98,quickli:[57,63,68],quickstart:98,quit:[57,91],r14b:102,r_t:8,rac:8,rais:[13,50,92],rajathkmp:48,ran:[66,91],rand:[48,91,94,96,108],random:[2,6,8,13,35,48,60,63,64,87,92,94,108],random_crop:15,random_imag:35,randomli:[15,40],randomnumberse:93,rang:[2,8,13,35,46,48,64,65,67,74,85,94,96],rank:[8,29,75,88,97,109,110],rankdir:50,rapid:69,rare:2,raspberri:104,raspberry_pi:103,raspberrypi:103,raspbian:103,rate:[6,7,8,9,10,14,38,86,110],rather:[4,41,48,75,97],ratio:[8,94],raw:[8,13,53,110],rdma:94,rdma_tcp:[93,94],reach:[33,91],read:[1,2,13,15,28,29,33,35,64,65,66,68,75,78,83,84,92,97,102,105,109,110],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_mnist_imag:29,read_ranking_model_data:29,readabl:[68,90],reader:[0,14,28,35,46,48,49,61,65,67,90,92],reader_cr:35,reader_creator_bool:64,reader_creator_random_imag:[13,64],reader_creator_random_image_and_label:[13,64],readi:[33,97,98,105],readlockguard:36,readm:55,readonesamplefromfil:2,readwritebuffer_:36,readwritemani:97,real:[2,8,36,48,64,92,108],realist:29,realiz:[31,56],realli:70,reason:[9,29,30,33,85,98],recal:7,receiv:[13,33,41,56,66],recent:59,reciev:94,recognit:[2,8,109],recommand:2,recommend:[1,9,29,77,78,79,83,85,86,92,94,102],recompil:91,record:[13,37,74,97],recordio:[13,14,29,35,37,65,67],recov:[33,75,108],recover:68,recoveri:37,rectifi:8,recurr:[56,72],recurrent_group:[9,83],recurrent_lay:9,recurrent_op:75,recurrentgradientmachin:[55,57,75],recurrentgroup:7,recurrentlay:94,recurs:[31,32,45,68],recv:[65,66,97],recvparametertyp:36,red:[48,90],redirect:13,reduc:[8,46,66,68,78,85,90,92,94,96],reduce_by_kei:68,reduce_mean:48,refactor:[49,57,59,60,63,65,66,70,75],refer:[1,4,6,8,9,10,15,30,31,33,37,38,39,46,50,56,61,63,68,70,72,75,76,77,78,83,84,86,87,88,98,102,107,110],referenc:[8,37],reflect:37,reformat:85,refrain:87,reg:74,regard:105,region:[8,72,91],regist:[69,86,91],register_gpu_profil:91,register_lay:86,register_op:[47,68,69,74,87],register_op_cpu_kernel:87,register_op_gpu_kernel:87,register_op_without_gradi:[68,87],register_oper:[52,69],register_tim:36,register_timer_info:91,registerop:74,registr:87,registri:[41,52,98,105],regress:8,regular:[6,16,86,97,110],reinforc:67,rel:[1,9,30,40,70,87,102],relat:[2,33,40,41,46,72,85,90,98,103,105],relationship:[69,108],releas:[67,71,97,102,103],relev:87,reli:[30,57,58,59,70,87,90],reliabl:[33,70],relu1:50,relu2:50,relu:[8,48,50,86],relwithdebinfo:90,remain:[75,110],rememb:[8,85],remot:[6,32,36,68,85,86,94,96,97],remote_ess:67,remote_sess:67,remoteparameterupdat:[36,39,94],remov:[13,45,57,85,94,102],renam:[45,46,80],reorgan:8,repeat:[31,49,61,62,73,74,76,90],repeatedli:49,replac:[32,37,52,59,67,69],repli:85,replic:65,replicaset:41,repo:[32,85,103],report:[37,46,65,91],reportdataset:37,repositori:[8,102],repres:[2,4,8,9,31,37,50,53,57,59,63,66,67,68,70,73,75,76,83,86,97,110],represent:[8,38,48,49,57,65,73,110],reproduc:84,request:[32,33,36,40,65,68,71,85,97,98,105,107],requir:[1,7,8,29,33,38,40,41,45,46,50,56,59,61,62,65,66,68,70,73,74,76,80,84,85,86,87,92,97,98,102,103,105,108,110],res5_3_branch2c_bn:109,res5_3_branch2c_conv:109,research:[8,14,65],reserv:[2,45],reserveoutput:86,reset:[8,33,42],reset_program:42,reshap:[30,64,88],reshape_s:8,resid:84,residu:109,resiz:[15,36,87,88],resize_s:15,resize_short:15,resnet_101:109,resnet_152:109,resnet_50:109,resolv:[32,85,98],resourc:[67,97],respect:[2,30,46,48,56,83,86,94,109],respons:[8,36,42,48,59,60,70,97,98],rest:[2,8,31,41,44,105],restart:[33,38,97,98,105],restartpolici:[97,98],restor:[30,59],restrict:[70,72,90,94],result:[4,5,7,8,28,30,37,42,48,49,50,53,57,58,60,65,87,88,90,91,94,97,109,110],result_fil:7,resum:40,ret:13,retain:88,retran:97,retriev:[31,57,72,84,86,90,98],retriv:92,return_seq:9,reuqest:71,reus:[31,40,57,64,68,86,87],rev:84,revamp:65,reveal:[29,90],revers:[8,9,83],review:[14,98,110],reviews_electronics_5:98,revis:110,rewrit:[32,87],rgb:[8,15],rho:10,right:[2,8,30,31,32,41,42,68,70,85,109],rkt:[41,84],rmsprop:[59,110],rmspropoptim:59,rnn:[8,9,31,48,57,63,68,72,89,93,110],rnn_bias_attr:83,rnn_layer_attr:83,rnn_out:83,rnn_output:75,rnn_step:8,rnn_use_batch:[93,94],rnnalgorithm:57,rnnlm:14,rnnstep:75,roadmap:75,robust:8,roi:8,role:[14,29,37,38,65,97],rollback:63,root:[10,11,97,98],rot:8,roughli:[2,108],round:46,routin:46,row:[4,7,8,13,36,86,109],row_id:8,rows_:73,rpc:37,rpcserver:37,rpi:103,rpi_arm_neon:103,rpi_toolchain:103,rsize:97,rtk:105,rtype:[8,13],rule:[7,49,65,86,97],run:[29,30,31,32,33,41,42,43,46,47,48,49,50,56,58,59,61,62,65,66,67,68,72,73,79,80,81,85,86,88,90,91,92,94,97,99,100,102,103,105,107,109,110],run_test:77,runinitfunct:91,runnabl:66,running_on_cloud:41,runtim:[1,2,31,43,52,56,67,68,76,78,92,102],runtime_table_:31,s_param:108,s_recurrent_group:83,sacrif:1,safe:41,sai:[8,49,51,64,65,84,94,96],sake:86,same:[2,4,7,8,9,28,29,30,37,38,40,47,48,50,56,57,63,65,67,68,69,72,75,77,83,87,88,92,96,97,107,110],samping_id:8,sampl:[2,4,7,13,14,42,48,74,78,92,94,96,107,108,109,110],sample_dim:108,sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:48,satifi:7,satisfi:[32,73,80,97,110],save:[2,8,13,28,33,35,37,38,41,49,50,53,59,65,73,76,84,92,94,96,97,98,109,110],save_dir:[94,96,98,108,110],save_only_on:[93,94],save_parameter_to_tar:28,saving_period:[93,94],saving_period_by_batch:[93,94,96,110],saw:2,scalabl:68,scalar:[2,8,31,51,75],scale:[5,59,65,66,69,74,87,92,109],scaleop:87,scaleopmak:[68,87],scalingproject:8,scan:[37,68],scatter:8,scenario:[57,93],scene:93,schdule:97,schedul:[37,41,66,97,108],scheduler_factor:6,schema:107,scheme:[7,10,36,70,87],scope:[30,43,67],score:[7,8,57],scp:92,scrip:110,script:[4,14,77,84,87,92,97,102,109,110],search:[8,33,72,77,83,94],second:[2,8,29,45,48,50,56,57,61,62,64,72,74,87,92,107,109,110],secret:97,section:[2,63,66,83,85,86,90,97,110],see:[2,4,8,9,29,33,46,63,67,85,87,88,90,91,97,107,108,109,110],seed:[91,94],seem:[32,46,80],seen:[70,87],segment:[7,56,75,88],segmentor:107,sel_fc:8,selcet:8,select:[8,57,97],selected_generation_scor:57,selected_id:[8,57],selected_indic:8,selected_row:[73,76],selected_rows_desc:[73,76],selected_scor:57,selectedrow:[52,76],selectiv:8,selector:98,self:[30,42,48,50,53,58,63,75,86,87],selfnorm:8,semant:[14,29,57,71],semat:29,send:[33,38,65,66,68,74,76,85,92,94,97],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[59,70,85,90],sensit:8,sent:[29,38,65,68,74,98],sentenc:[2,8,14,56,57,75,83,110],sentence_input:75,sentiment:[2,110],sentimental_provid:2,separ:[2,7,38,47,59,65,69,70,92,94,107,110],seper:75,seq:[8,14],seq_len:75,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:107,seq_typ:[2,13],seqtext_evalu:7,seqtoseq:[8,107],seqtoseq_net:[8,107],sequel:2,sequenc:[2,5,7,8,9,11,13,14,31,43,49,58,61,75,85,86,107,110],sequence_conv_pool:110,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,31,83,110],seri:[9,80],serial:[2,28,31,37,53,60,68,76],serializ:68,serv:[46,65,68,75,78,91,92,97,108],server:[29,32,36,39,40,65,68,77,86,93,105],serverless:33,servic:[90,92,105],sess:[48,50,58,67],session:[50,58,62,91],set:[1,2,4,6,7,8,9,13,14,15,28,29,33,41,48,52,56,57,62,63,68,69,72,75,77,83,84,85,86,87,88,89,90,91,92,93,94,96,97,98,103,107,109,110],set_active_typ:86,set_default_parameter_nam:6,set_drop_r:86,set_float_el:30,set_input:8,set_siz:86,set_typ:86,setdatatyp:73,setdefault:87,setp:97,setq:84,settup:86,setup:[2,59,65,71,86,87,105,110],sever:[2,7,8,30,36,43,48,56,57,60,63,73,75,77,92,96,97,110],sexstant:105,sgd:[28,29,33,41,59,60,65,66,67,73,92,108],sgdasync_count:93,shall:32,shape:[7,8,13,28,30,31,48,51,56,61,63,67,68,73,87,88,109],shard:[33,34,35,36,37,38,40,65,66,92,97],share:[8,32,48,55,60,63,68,70,75,84,87,91,94,98],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[54,55,72,88],shell:[78,97,109],shift:[8,109],shorten:8,shorter:[15,109],should:[2,4,6,7,8,13,15,28,29,30,31,38,41,42,43,46,47,48,52,56,57,58,59,60,61,64,65,68,69,70,73,74,75,76,81,83,87,92,97,102,110],should_be_fals:29,should_be_tru:29,should_shuffl:2,show:[4,7,10,31,33,45,51,53,56,59,61,75,80,84,88,92,94,97,98,107,109,110],show_check_sparse_distribution_log:[93,94],show_layer_stat:[93,94],show_parameter_stats_period:[93,94,96,98,110],shown:[2,8,29,42,65,83,86,88,91,97,108,109,110],shrink:86,shuffl:[2,13],sid:97,side:[8,28,42,60,88,92,109],sig:97,sigint:92,sigmod:74,sigmod_op:74,sigmod_output:74,sigmoid:[8,31,67,74,75,86],sigmoidactiv:9,sign:[44,53,97],signal:92,signatur:97,signific:91,similar:[8,31,57,59,64,65,66,68,70,75,87,90,97,105,110],similarli:[8,13,87],simpl:[1,2,5,7,8,9,13,14,28,46,49,50,56,59,61,66,70,72,74,75,91,94,110],simple_attent:83,simple_gru:[83,110],simple_lstm:[8,110],simple_rnn:[8,83],simple_transform:15,simpler:60,simplest:97,simpli:[1,8,15,29,38,78,81,83,91,107,109],simplifi:[29,57,63,74,86,98],simultan:97,sinc:[8,9,33,37,39,40,52,59,64,65,67,69,70,75,88,91,97,105,108,110],sincer:85,singl:[2,7,9,13,33,42,46,65,66,67,68,72,77,81,86,90,92,98,109,110],sinlg:28,sit:65,site:[32,90,97],situat:62,six:107,size:[2,7,8,9,13,14,15,28,33,35,36,38,46,48,53,57,59,63,64,65,67,73,74,75,78,81,83,86,87,88,94,102,103,108,109,110],size_a:8,size_b:8,size_t:[36,75,86],sizeof:[31,107],skip:[64,85,92,97,109],sliceproject:8,slide:[8,10,14,33],slightli:48,slope:8,slopeinterceptlay:8,slow:[2,91],slowli:[84,90],small:[2,8,14,30,43,48,57,85,86,94],small_messag:[93,94],smaller:[8,30,33,46,57,85],smart:72,smooth:8,snap:98,snapdragon:46,snapshot:[34,40,97],snippet:[47,58,83,86,91,97,110],sock:41,sock_recv_buf_s:[93,94],sock_send_buf_s:[93,94],socket:94,softmax:[8,9,29,31,50,51,57,61,65,66,67,83,86,107,110],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:110,softmaxoutput:50,softwar:[46,91,105],solid:48,solut:105,solv:[29,68],some:[2,6,8,13,15,28,29,31,32,36,37,38,40,41,46,47,48,49,56,57,58,61,62,63,64,66,68,69,72,75,85,86,87,88,91,92,93,94,96,97,102,103,105,108,110],some_c_api_funct:55,some_inst:55,some_op:[52,56,75],some_python_class:54,somecppclass:54,somedata:28,somegotyp:54,someth:[2,36,63,84,85,90],sometim:[8,64,84,91],someurl:13,somewhat:38,somewher:72,soon:33,sophist:86,sort:[8,14,75,90,94,97],sort_by_length:75,sourc:[8,14,30,32,45,48,53,55,57,64,68,83,90,92,97,98,107,110],source_dict_dim:[57,83],source_dict_s:57,source_language_word:[57,83],space:[7,8,46,63,66,70,83,84,91],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,13,36,86,88,92,94,97,110],sparse_binary_vector:[2,13,110],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36],sparse_value_slot:13,sparseparam:86,sparseprefetchrowcpumatrix:86,spatial:8,spatial_scal:8,speak:83,spec:[97,98],specfii:94,special:[8,38,46,52,57,58,65,87,107,110],specialvartypeinfer:52,specif:[1,28,32,33,45,57,68,72,84,87,96,102,110],specifi:[1,2,7,8,29,30,36,37,38,41,42,43,45,48,53,63,65,67,72,74,75,78,83,84,85,86,88,90,94,97,102,108,109,110],speech:8,speed:[8,9,46,53,59,77,105],spefici:109,sphinx:54,split:[2,8,13,40,51,57,68,75,92,96,97,107,109,110],split_count:[92,97],sql:1,sqrt:8,squar:[8,10,11,50],squarerootnpool:8,srand:94,src:[32,92],src_backward:83,src_embed:[57,83],src_forward:83,src_root:4,src_word_id:[57,83],src_word_vec:57,srl:14,ssd:8,ssh:[92,97,98,103],ssh_server:92,sstabl:29,stabil:[8,30,87],stabl:[71,97],stack:[68,75,97,110],stackexchang:8,stage:[32,39,48,76,92,102],stale:[33,67],stamp:91,standalon:102,standard:[6,13,68,70,80,84,90,107],stanford:[14,30,98],star:32,start:[8,9,28,32,33,36,37,38,40,41,57,60,65,77,78,80,83,84,90,91,94,101,107],start_mpi_train:92,start_pass:[93,94],start_po:8,start_pserv:94,startup:[33,41,97],stat:[91,94],state:[8,9,31,33,42,56,57,72,75,83,94,98,108],state_act:[8,9],statement:[49,86,97],static_cast:88,staticinput:[8,83],statist:[8,42,94,110],statset:91,statu:[41,57,91,97,98],status:98,std:[28,32,36,50,52,54,55,62,68,69,72,74,86,87,88,94],stdbuf:92,stderr:92,stdout:[13,92],step:[4,8,9,11,30,31,33,38,42,48,49,57,59,60,63,65,66,68,74,75,77,78,83,85,86,90,91,92,97,98,102,103,105,110],step_id:75,step_input:75,step_net:31,step_output:75,step_scop:68,stepnet:[31,56,68,72],still:[37,40,65,69,80,88,109],stirng:63,stmt1482205552000:97,stmt1482205746000:97,stochast:[10,33,37,40,59,92],stop:[8,84,92,94,98],storag:[44,46,92,97,98],store:[7,8,14,28,30,31,32,36,50,52,53,57,60,61,63,65,67,68,69,70,72,75,86,87,88,92,94,97,98,103,107,109,110],str:[15,28,41,75,96],straight:[61,64,73],strategi:[2,11,33,63,66,94],stream:13,street:8,strength:108,strict:[64,92],stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,13,15,28,31,37,45,50,53,61,62,63,67,68,69,72,73,74,76,86,87,94,97],strip:[90,110],strongli:92,struct:[37,38,44,46,52,55,69,74],structur:[31,37,48,53,57,61,63,68,73,92,97,107,110],sts:97,stuff:85,stun:2,style:[2,8,68,74,77],sub:[7,8,13,29,40,48,56,60,63,65,83,86,102,110],sub_nest_seq:8,sub_sequ:[2,8],subclass:63,subcommand:45,subgradi:10,subgraph:[48,66],submiss:65,submit:[68,92,93,94,97],subnet0:97,subnet:[29,97],subobjectpath:98,subsequ:8,subsequenceinput:8,subset:86,substanti:109,succeed:[37,98],success:[8,38,97,98,109],successfulcr:98,successfulli:[87,109],successor:94,sudo:[84,97],suffer:30,suffici:94,suffix:[41,80,92],suggest:[8,32,85,91],suit:105,suitabl:[73,94],sum:[8,10,31,34,52,63,83,86],sum_:8,summar:[48,110],sumopgradmak:69,sumpool:8,suppli:73,support:[6,7,8,10,11,13,15,30,31,33,40,41,47,48,53,57,59,60,62,64,65,66,68,69,70,73,77,78,80,81,83,84,86,87,88,91,92,94,97,102,103,105],suppos:[9,32,47,73,86,110],suppress:[8,45],sure:[77,84,86,90,97],surpass:8,svs:74,swagger:44,swap_channel:109,swig:[4,39,54,55,77,102],swig_paddl:[4,108],switchop:31,symbol:[8,31,50,55,80],symbols_ready_:31,symbolt:[31,68],symlink:85,sync:[33,59,70,94,108],sync_with_cpp:90,syncflag:86,synchron:[33,37,92,94,97],syntax:[57,64],synthes:108,sys:109,sysroot:102,system:[31,32,33,38,40,44,47,48,65,66,77,78,80,87,90,92,98,102,110],t2b:107,tab:[80,110],tabl:[2,7,8,31,52,53,73,76,109,110],tablelookup:73,tablelookupgrad:73,tablelookupop:73,tableproject:8,tag:[7,14,78,83,92],tagtyp:7,tail:57,take:[2,4,7,8,9,13,28,29,31,32,33,40,43,46,48,49,51,52,59,61,62,63,64,68,69,75,77,83,84,85,86,87,90,91,92,97,98,108],taken:[2,50,65,75],talk:[38,103],tangl:90,tanh:[8,9,48,57,65,83,86],tanhactiv:9,tar:[13,15,28,97],tarbal:97,target:[8,14,28,31,32,48,50,58,62,65,67,68,77,83,87,102,103,107,110],target_dict_dim:83,target_dict_s:57,target_dictionary_dim:8,target_language_embed:8,target_language_word:83,target_link_librari:32,target_word:57,targetinlink:8,task:[2,7,8,53,57,65,74,83,96,107,109],task_queu:37,taskentri:37,taskqueu:37,tbd:39,tcp:[94,97],teach:110,tear:91,technic:33,techniqu:[83,86,90],technolog:84,tee:98,tell:[33,37,38,57,74,78,91,102],templat:[47,74,87,88,98,105],tempor:[8,110],temporari:[41,59,63,106],ten:84,tensor:[30,32,46,48,50,52,53,56,57,66,67,73,75,76,87],tensor_array_read:75,tensor_array_s:75,tensor_array_stack:75,tensor_array_unstack:75,tensor_array_writ:75,tensor_data:53,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarraydesc:75,tensordesc:[53,73],tensorflow:[31,48,51,65,66,70,75,88],term:[8,9,33,69,70],termin:98,tese:1,tessorarrai:75,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,28,29,30,32,50,55,59,64,67,71,81,88,91,92,93,107,109,110],test_:87,test_all_data_in_one_period:98,test_check_grad_ingore_i:87,test_check_grad_ingore_x:87,test_check_grad_norm:87,test_data_dir:92,test_fcgrad:86,test_gpuprofil:91,test_layergrad:86,test_list:[2,110],test_mul_op:[77,87],test_norm:87,test_pass:[93,94,96],test_period:[93,94,96],test_recurrent_op:85,test_wait:[93,94],testa:29,testb:29,testbilinearfwdbwd:91,testcas:87,testconfig:86,testfcgrad:86,testfclay:86,testlayergrad:86,testmodel_list:93,testmulgradop:87,testmulop:87,testq:29,testresult:28,testsave_dir:93,testutil:86,text1:45,text:[1,2,7,9,13,29,53,56,97,107,110],text_conv:110,text_fil:13,tflop:91,tftp:105,tgz:[14,80],than:[2,4,6,7,8,9,33,41,47,48,63,68,70,75,77,83,84,86,92,97,102,105,109],thank:107,thei:[2,8,29,32,33,38,40,43,45,48,49,57,58,63,66,67,68,74,75,76,83,84,85,86,87,88,91,92,93,97,109],them:[1,2,7,8,9,15,29,30,32,33,36,41,43,47,52,57,64,66,68,69,72,73,74,75,76,84,85,87,91,93,94,97,109,110],themselv:32,theori:91,therefor:59,therein:[8,31],therun:109,theta:48,theta_d:48,theta_g:48,thi:[1,2,6,7,8,9,10,13,14,15,28,29,30,31,32,33,36,37,38,39,40,41,42,46,47,48,49,50,56,57,58,59,60,61,63,64,65,66,67,68,69,70,73,74,75,78,80,81,83,84,85,86,87,88,90,91,92,94,96,97,98,102,103,105,107,108,109,110],thin:52,thing:[2,48,65,68,91],think:[29,32],third:[8,33,50,87,90,91,102,103,109],third_parti:[8,102,103],thirt:84,those:[8,31,32,33,47,49,50,51,61,102,109],though:[75,105],thought:[32,91],thread:[86,90,91,94,96],thread_local_rand_use_global_se:[93,94],threadid:96,threadloc:91,three:[2,7,8,30,33,42,46,49,57,58,60,61,64,94,102,108,109],threshold:[6,7,8,33,37,85,94],through:[4,8,32,33,37,39,42,58,59,67,83,86,87,91,92,107,108],throughout:[43,110],throughput:[91,92],thrust:68,thu:[2,8,40,42,50,86,97,106],tier:98,time:[2,8,9,11,13,28,29,30,32,33,37,40,47,52,56,57,63,64,65,66,68,69,73,74,75,76,77,83,84,88,90,91,94,96,98,105,110],timelin:[8,68,91],timeo:97,timeout:[33,37],timeout_sec:13,timestamp:[8,34],timestep:[2,8,72],tip:102,titl:14,tls:44,tmp:63,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:28,todo:[7,13,14,31,33,37,40,57,74],toend:8,togeth:[2,8,9,13,28,75,83],token:[7,8,29,83,107],toler:[28,30,77,87],too:[14,30,75],took:105,tool:[77,80,83,84,90,97,102,103],toolchain:[90,102],top:[7,28,56,57,87,109],top_k:[7,57],top_level_rnn:56,topk_generated_scor:57,topk_id:57,topk_scor:57,toplevel:84,topolog:[29,33,50,53,60,65,67],topoloi:50,topolopi:28,torch:31,toronto:[8,14],total:[28,33,42,64,66,90,91,92,98,105,107],total_pass:64,tottim:90,trace:[31,48],track:[33,37,50,63],tractabl:8,tradit:[8,31,46],traffic:65,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,31,35,37,38,40,42,48,49,53,59,60,61,62,67,68,70,73,76,83,86,89,91,93,99,100,109],train_conf:107,train_config_dir:97,train_data:92,train_data_dir:92,train_id:97,train_list:[2,92,109,110],trainabl:[8,53,63],traindot_period:93,trainer:[2,4,29,34,35,36,37,39,59,60,65,66,68,86,94,96,108,110],trainer_config:[1,2,97,98,110],trainer_config_help:[2,86,110],trainer_count:[81,92,93,94,96,97,98],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[92,94,97],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerid:40,trainerintern:110,training_machin:108,trainingtest_period:93,trainonebatch:36,trainonedatabatch:108,tran:[86,94],trane:2,transact:[33,37],transfer:[1,2],transform:[8,9,15,68,83,86,88,108,110],transform_param_attr:9,transformed_st:9,translat:[8,9,107],translation_id:57,translation_scor:57,transpar:[57,92],transport:94,transpos:[8,15,86,108],transposedfullmatrixproject:8,travel:2,travers:49,travi:85,treat:[8,31,38],treatment:[38,46],tree:[8,31,63,94,103],trg_dic_siz:57,trg_embed:[57,83],triain:1,trick:57,tricki:54,trigger:[40,60],trim:8,trivial:[2,57,75],trn:110,true_block:[31,51,61],true_imag:64,true_label:64,true_neg:42,true_posit:42,true_read:64,truth:[7,8,110],tst:110,tune:[6,89,90,110],tuninglog_barrier_abstract:93,tupl:[2,8,9,13,14,15,28,63,64],ture:8,turn:[8,63,64,78,108],tutori:[77,78,83,86,87,90,91,92,97,98,99,100,106,109,110],twice:[48,66],twine:71,two:[1,2,7,8,9,29,38,39,40,41,42,45,46,48,49,52,53,57,59,61,64,65,67,68,69,70,72,73,74,75,76,83,87,88,91,92,96,97,102,103,107,108,109,110],txt:[2,32,41,45,86,92,97,110],type:[2,7,8,9,11,13,14,15,28,29,31,33,36,37,40,41,44,45,46,52,53,54,55,56,57,61,62,63,64,68,69,70,73,74,76,81,83,84,86,88,92,94,96,97,98,109,110],type_nam:74,typedef:[38,46,54,55],typeid:74,typenam:[47,74,87,88],typic:[4,7,65,91],ubuntu:[71,80,81,90],ubyt:64,uci:14,uci_h:81,ufldl:8,uid:98,uint16_t:46,uint32:[44,53],uint64:[53,54],uint64_t:54,unawar:38,unbalanc:94,unbound:83,unclear:40,under:[32,37,66,77,78,88,92,97],underli:57,understand:[63,90,91,105,107],understand_senti:83,undeterminist:91,unidirect:8,unifi:[50,73,85],uniform:[6,8,13,35,48,63,64,94,108],uniform_random:63,uniqu:[29,31,33,40,41,63,72,87,92,94,97],unique_nam:63,unique_name_gener:63,unique_ptr:[69,72,86],unit:[8,9,32,59,70,77,83,88],unittest:[55,85,87],unittestcheckgrad_ep:93,unk:[73,76,107],unk_idx:110,unknown:8,unlik:[8,57,87],unnecessari:85,unordered_map:72,unpack:75,unrol:56,unseen:70,unseg:8,unsign:[38,46],unstack:75,unstack_from:75,unsupervis:48,unsupport:87,until:[33,38,66,72,97],unzip:102,updat:[6,8,10,33,37,38,44,46,48,56,57,58,59,60,65,72,75,80,86,90,92,94,96],update_equ:28,update_hook:6,update_memori:31,update_op:58,updatecallback:86,updatestack:97,upgrad:[80,106],upload:[33,41,44,71,92],upon:33,upper:8,upstream:85,uri:97,url:[13,14,85],usag:[1,2,7,8,9,15,28,46,51,60,87,91,92,107,108],use:[1,2,4,6,7,8,9,11,13,14,15,28,29,30,31,32,33,39,43,46,48,50,52,57,58,60,63,65,66,67,72,73,74,75,76,77,78,80,81,83,84,85,86,87,90,91,92,94,96,97,98,102,103,107,108,109,110],use_eigen_bla:102,use_eigen_for_bla:102,use_etcd:28,use_global_stat:8,use_gpu:[81,92,93,94,96,98,108,109,110],use_mkldnn:8,use_old_updat:[36,93,94],use_sparse_remote_updat:36,used:[1,2,4,7,8,9,10,11,13,14,15,28,29,30,31,32,33,39,40,46,48,50,56,57,59,60,63,64,65,67,68,70,72,74,75,77,80,83,84,86,87,88,90,91,93,94,96,97,102,103,107,109,110],useful:[1,2,8,9,30,46,72,83,86,96,102,110],usegpu:[86,108],user:[1,2,6,8,9,13,14,15,28,29,30,31,32,35,37,40,41,42,45,47,48,49,50,52,57,58,59,63,64,65,66,67,68,69,70,72,74,75,78,85,90,92,93,94,97,105,109,110],user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:35,uses:[2,8,33,40,46,56,57,60,65,77,80,83,84,85,86,88,92,94,97,102,109,110],using:[1,2,4,6,8,9,13,28,29,31,32,33,37,38,40,41,45,46,47,48,50,52,56,58,59,61,64,65,69,70,72,74,77,78,80,81,83,84,85,86,87,88,91,92,94,96,97,98,102,103,106,107,108,109,110],usr:[77,78,92,94,97],usrdict:107,usrmodel:107,usual:[8,28,41,61,70,85,87,90,91,94,96,97],utf:107,util:[4,83,86,87,91,105],uuid:[34,40],v28:8,v7a:102,v8a:102,valid:[8,15,64,68,72,87,97,109],valu:[2,4,6,7,8,11,13,14,15,28,30,31,33,42,50,51,53,56,57,58,59,60,61,63,65,67,68,72,73,74,75,76,83,86,87,94,96,97,102,108,109],value1:94,value2:94,value_:73,value_evalu:7,value_rang:13,valueerror:50,values_:75,vanilla:83,varabl:66,vardesc:[31,49,61,63,68,73],vardescbuild:31,vari:[91,97],variabl:[2,10,13,14,29,30,31,42,43,48,49,50,51,52,56,57,58,59,61,62,65,66,67,69,70,73,74,75,86,87,90,92,97,98,102],variablenamemap:87,varialbl:48,varianc:[8,109],variant:[8,52,75],varibl:50,varienc:75,varient:75,variou:[31,46,70,102],varproto:74,vars_:[31,72],vartyp:[73,76],vartypeinfer:52,vec1:8,vec2:8,vector:[2,8,9,13,14,29,31,36,38,50,51,56,57,63,68,69,73,75,83,86,88,107,110],vectorenable_parallel_vector:93,vendor:32,verb:14,verbos:[45,85],veri:[2,8,11,32,37,47,48,57,60,64,66,70,72,75,83,90,91,92,110],verifi:[31,86],version:[8,9,32,41,45,48,50,51,53,57,65,71,77,78,81,84,86,90,91,92,93,94,97,98,102,103,107],versu:29,vertic:[8,109],vgg:9,via:[33,79,85,91,97,105,110],view:[8,53],vim:78,viriabl:92,virtual:[52,69,84],virtualenv:84,visibl:[40,72],visit:28,visual:[8,57,91],vlog:[36,85],voc_dim:110,voila:81,volum:98,volumemount:[97,98],volumn:97,vutbr:14,wai:[2,7,9,29,38,40,57,59,63,64,67,70,75,83,84,85,86,96],wait:[33,38,92,94],walk:[4,108],wangkuiyi:32,want:[2,8,29,41,42,48,59,62,64,67,70,72,75,77,78,84,85,86,90,92,94,96,102,103,107,109,110],warn:[28,45],warp:[8,91],warpctc:8,watch:33,wbia:[97,109],web:90,websit:110,weight:[7,8,9,10,53,70,83,86,94,96,109],weight_act:9,weightlist:86,weights_:86,weights_t:86,welcom:32,well:[41,47,48,65,67,70,73,86,94,97,110],were:[7,32],west:97,wether:8,wget:102,what:[6,8,32,48,57,63,65,66,74,87,90,105,110],whatev:[84,92],wheel:80,when:[1,2,6,7,8,10,13,28,30,31,32,33,36,37,38,41,42,45,46,50,57,59,60,61,63,65,66,68,75,77,79,83,84,85,86,87,88,90,91,92,94,96,97,98,102,105,107,108],whenev:[63,85],where:[2,8,9,10,29,31,33,40,49,56,57,59,61,65,68,70,75,83,86,87,90,91,94,96,107,109],wherea:[31,37,47,51],whether:[7,8,13,15,28,30,31,64,73,75,77,78,86,87,94,108],which:[1,2,4,6,7,8,9,13,14,15,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,50,52,53,56,57,58,60,61,62,63,64,65,66,67,68,69,72,73,74,75,77,80,83,84,85,86,87,88,90,91,92,94,96,97,102,105,108,109,110],whichev:108,while_loop:[57,75],whileloop:75,whileop:31,whl:77,who:[47,49,63,85,107,109],whoever:38,whole:[2,7,13,48,51,54,55,56,62,74,85,92,97,98,105,110],whose:[2,8,13,30,33,40,56,68,69,74,75,83],why:[9,30,55,84],wide:[32,48,80,92],width:[7,8,13,15,36,54,64,86,87],wiki:[8,32],wikipedia:[8,14],wilder:2,window:[8,11,14,59,78,84,102],wirt:50,wise:[8,15,66,68,88],wish:[77,80,92],with_avx:[77,78,92,102],with_bia:74,with_c_api:[77,102,103],with_doc:77,with_doubl:[77,86,92],with_dso:77,with_golang:77,with_gpu:[77,84,92,102],with_mkl:77,with_profil:91,with_python:[77,92,102],with_rdma:[92,102],with_style_check:[77,85],with_swig_pi:[77,102],with_test:[77,87],with_tim:[91,92],within:[8,37],without:[7,8,33,38,63,64,66,68,87,90,92,102],wloop:75,wmt14:83,wmt_shrinked_data:14,won:[91,92,109],wonder:2,word2vec:[41,92],word:[2,7,8,14,49,52,56,57,66,68,74,75,83,92,96],word_dict:[92,110],word_dim:110,word_id:2,word_idx:14,word_vector:110,word_vector_dim:[8,57,83,107],words_freq_sort:14,work:[2,4,13,29,31,32,33,46,58,59,63,65,78,83,84,85,86,90,91,92,94,97,98,105,110],worker:[66,76,97],workercount:97,workflow:[68,97],workspac:[85,92,94],world:92,wors:108,would:[28,31,32,33,40,47,48,49,58,59,60,63,64,65,66,73,75,78,84,85,90,97,102,105,108,110],wouldn:49,wrap:[47,48,105],wrapper:[9,32,47,59,65,69,75,91],write:[2,13,29,33,40,46,47,50,52,58,59,63,64,65,66,68,69,75,84,89,92,97],write_lock:34,writer:[29,63],written:[31,48,53,59,68,69,73,77,78,87,88,90,92],wrong:[2,64],wrote:[50,66],wsize:97,wustl:8,www:[8,14],x64:[102,103],x86_64:102,x_i:8,x_j:8,x_neg:30,x_po:30,xarg:[7,78,86,92],xgbe0:94,xgbe1:94,xmap_read:13,xrang:[30,48,64,81,86],xxx:[29,75,109],xxxx:34,xxxxxxxxx:97,xxxxxxxxxx:97,xxxxxxxxxxxxx:97,xxxxxxxxxxxxxxxxxxx:97,y_dim:48,y_neg:30,y_po:30,y_predict:81,yaml:[32,92,97,105],yancey1989:41,yann:14,yapf:85,yeild:28,yep:90,yet:105,yield:[2,13,29,35,64,110],yin:8,you:[1,2,4,6,8,9,13,28,30,41,46,72,77,78,79,80,81,83,84,85,86,90,91,92,94,96,97,102,103,105,107,108,109,110],your:[2,8,13,28,29,32,36,41,45,68,77,79,80,84,85,86,91,92,96,97,102,103,105,110],your_access_key_id:97,your_secrete_access_kei:97,your_source_root:55,yourself:77,yuyang18:[13,14],yuyang:90,z_dim:48,z_size:48,zero:[2,6,8,9,10,13,14,30,33,48,57,60,63,73,86,94,97,110],zhidao:107,zip:[14,63,102],zone:97,zxvf:97},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","TheIfElse
Operator","Design Doc: InferVarType","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Averaging Parameter in PaddlePaddle","Design Doc: The C++ ClassParameters
","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build PaddlePaddle from Source Code and Run Unit Test","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Build PaddlePaddle for Android","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey","<no title>","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Model Zoo - ImageNet","Quick Start"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0d\u4f7f\u7528":54,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":54,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":54,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":54,"\u4ec5\u4ec5\u4f7f\u7528void":54,"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":54,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":55,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":55,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u652f\u89c4\u8303":71,"\u52a0\u901f\u6267\u884c":34,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":54,"\u52a8\u6001\u6269\u5bb9":34,"\u539f\u56e0":54,"\u539f\u56e0\u5217\u8868":54,"\u53c2\u8003\u6587\u6863":44,"\u540d\u8bcd\u89e3\u91ca":44,"\u57fa\u672c\u8981\u6c42":54,"\u5b9e\u73b0":54,"\u5b9e\u73b0\u65b9\u5f0f":55,"\u5bfc\u51fac":54,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":54,"\u63a8\u6d4b\u6267\u884c":34,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":44,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":35,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":35,"\u6587\u4ef6\u9884\u5904\u7406":35,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":55,"\u672f\u8bed":34,"\u67b6\u6784\u56fe":44,"\u6846\u67b6\u751f\u6210":44,"\u6982\u5ff5\u89e3\u91ca":35,"\u6a21\u5757":44,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":55,"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u76ee\u5f55\u7ed3\u6784":55,"\u76ee\u6807":44,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u7b26\u53f7":54,"\u7c7b":54,"\u7f16\u8bd1\u9009\u9879":55,"\u7f29\u5bb9":34,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":54,"\u80cc\u666f":54,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8f6c\u6362\u5e93":35,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":54,"\u8fdb\u884c\u8bad\u7ec3":35,"abstract":[65,66,67,105],"book\u4e2d\u6240\u6709\u7ae0\u8282":71,"case":96,"class":[48,60,63,86,87],"filemanager\u8bbe\u8ba1\u6587\u6863":44,"function":[32,47,48,63,107],"new":[86,87],"paddle\u52a8\u6001\u5e93\u4e2d":54,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":54,"paddlepaddle\u53d1\u884c\u89c4\u8303":71,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":71,"return":64,"tensor\u5230eigentensor\u7684\u8f6c\u6362":88,AWS:97,Abs:5,DNS:97,EFS:97,For:[32,98],KMS:97,NOT:43,Not:84,The:[31,38,48,49,51,52,58,60,68,69,103],Use:[31,61,92,96,98],Using:[32,38,80,92,102],With:41,about:48,absolut:57,access:97,account:97,accuraci:21,activ:[5,8],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:97,address:97,addto:8,adversari:108,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,56,62,65,110],all:[72,75],analysi:65,android:102,api:[0,3,55,58,59,63,70,74],appendix:[105,110],applic:3,approach:91,architectur:[65,83,110],argument:[45,64,92,93,96,102,103,110],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:97,assign:21,associ:[72,97],assumpt:105,async:94,attent:83,attribut:[6,70],auc:7,auto:30,averag:59,avg:11,aws:97,backgraound:30,background:[66,67,75,76,87],backward:[49,68,87],base:[41,57,66],basepool:11,basic:105,batch:64,batch_norm:[8,21],batch_siz:64,beam:57,beam_search:8,beam_search_decod:21,benefit:[66,68],between:[29,63,68,74],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:31,bind:87,bla:77,block:[31,48,49,61,63,68],block_expand:8,blockdesc:61,book:78,bool:77,bootstrap:105,bottleneck:90,brelu:5,bring:105,bucket:97,build:[48,68,77,79,84,98,102,103],built:91,cach:2,can:72,capi:55,capi_priv:55,cast:21,challeng:[62,66],chang:57,check:[8,30,86,92],checker:30,checkpoint:[33,34,40],chines:107,choos:[32,97],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,close:30,cloudform:97,cluster:[39,92,96,97,105],cmake:[32,103],code:[41,63,84,85,90],column_sum:7,command:[92,95,96,110],commit:98,common:94,commun:94,compar:105,comparis:63,compil:[31,46,61,68,77,87,102,103],compos:64,comput:[31,49,68,70,88],con:105,concat:[8,21],concept:[63,68,97],conclus:[40,50,105],condit:48,config:[3,96],configur:[27,83,89,97,110],conll05:14,connect:8,constantiniti:20,construct:49,contain:[78,98],content:[55,91,97],context_project:8,contribut:85,control:68,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,65,66],convolut:110,core:[30,63,97],cos_sim:[8,21],cost:8,cpu:96,creat:[64,67,68,72,97,98],create_arrai:21,creation:[37,59,70],creator:64,credenti:97,crf:8,crf_decod:8,cross:[102,103],cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,77],cudnn:77,cudnnavg:11,cudnnmax:11,current:[46,69],custom:64,data:[8,12,13,21,33,64,65,97,98,107,108,110],datafeed:[13,17],dataprovid:[2,3,94],dataset:[12,14,33,37,92],datatyp:13,decayedadagrad:10,decayedadagradoptim:23,decod:57,decor:64,deep:31,defin:[87,97,110],definit:76,delet:97,demo:[48,97],dens:40,dep:80,depend:[48,77,80],deploi:41,deriv:86,describ:58,descript:[45,68,94,108],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,52,53,56,57,58,60,61,63,64,65,66,67,68,69,72,73,75],destroi:[72,97],detail:[36,94],detect:[7,8],detection_map:7,detection_output:8,develop:[68,84,89],devic:96,dictionari:[64,107],differ:[68,96],directori:97,discrimin:48,discuss:[48,66],dispatch:[33,37],distribut:[29,33,36,41,65,92,94,97],doc:[29,31,33,37,38,39,40,43,46,47,49,52,53,60,61,63,64,65,66,67,68,69,73],docker:[41,78,84,98,102],document:101,doe:[43,64],dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:97,download:[97,98,107,109],dropout:[8,21],dure:[57,64],dylib:55,dynam:[33,75],dynamic_lstm:21,dynet:50,each:80,ec2:97,eigen:88,elast:97,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21,107,110],engin:48,enough:30,entri:64,environ:[41,102],eos:8,equat:86,eval:65,evalu:[7,18,42],event:[28,29],examin:90,exampl:[29,32,51,55,67,107,108],execut:[31,61,68],executor:[19,43],exp:5,expand:8,expandlevel:8,explain:30,extern:97,extract:[107,109],fabric:92,factor:8,factorization_machin:8,faq:[79,80],fault:33,featur:109,file:[31,90,97,98,110],fill_const:21,fill_constant_batch_size_lik:21,find:97,first_seq:8,float16:46,fluid:16,format:[31,33,53,110],forward:[49,87],frame:31,framework:[30,88],from:[29,40,74,77,79,84],full_matrix_project:8,fulli:8,gan:[48,108],gate:83,gated_unit:8,gener:[48,57,83,84,90,105,108],get:[81,98],get_output:8,give:64,global:[61,63],gotcha:84,gpu:[78,91,94,96],gradient:[30,38,69,86],gradient_print:7,graident:30,graph:[49,50,66,68,70],group:[8,97],gru:[9,94],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:91,handler:[29,54],happen:40,hardwar:46,helper:63,hierarchi:31,high:[58,59,70,74],how:[30,36,59,64,68,77,87,88,89,91],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:97,ident:5,identifi:90,identity_project:8,ifels:51,ifelseop:31,imag:[8,9,15,41,78,98,102],imagenet:109,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,43,46,53,56,59,63,64,68,69,70,86,87,88,108],increment:21,infer:[28,102,110],infershap:[61,73],infervartyp:52,info:109,ingredi:29,ingress:44,init_hook:2,initi:[20,38,48,96,97],input_typ:2,insid:72,inspect:97,instal:[79,80,81,97,102,103,105,110],instanc:97,instead:64,integr:97,interact:74,interfac:[12,13,15,30,33,38,39,58,64,67,72,109],intermedi:68,interpol:8,introduc:[57,75],introduct:[1,70,92,107,109],isn:64,issu:46,job:[33,41,92,97,98],join:8,kei:97,kernel:68,kill:92,kmax_sequence_scor:8,kube:97,kubectl:97,kubernet:[41,92,97,98],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:31,larg:36,last_seq:8,launch:[78,92],layer:[8,21,29,47,63,86,96],learn:31,learnabl:8,less_than:21,leval:74,level:[58,59,70,74],libpaddle_capi_shar:55,libpaddle_capi_whol:55,librari:[38,46,68,102],limit:65,line:[92,95,110],linear:5,linear_chain_crf:21,linear_comb:8,linux:[92,102],list:[34,64],local:[65,67,72,96,97],lod:57,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[56,57,75],lodtensordesc:76,log:[5,85,110],logic:37,logist:110,look:90,low:[59,70,74],lstm:[9,21,94],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,57],macro:68,main:48,manag:[32,92],map:[64,68],master:[33,37,41],math:8,mathemat:30,matrix:94,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:48,memori:[8,56],merge_lod_tensor:21,messag:74,method:57,might:48,migrat:68,mileston:68,mini:64,minibatch:13,misc:8,mix:[8,96],mnist:[14,108],mobil:104,model:[2,3,27,29,36,38,40,48,53,57,82,83,92,96,107,108,109,110],modifi:98,modul:[68,88],momentum:10,momentumoptim:23,more:48,motiv:[43,53,62],movielen:14,msrainiti:20,mul:21,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:64,multiplex:8,mxnet:50,name:[72,97],nce:8,necess:63,necessari:68,need:[64,84,91],nest:56,net:22,network:[9,68,83,96,108,109,110],neural:[83,110],nlp:[9,94],non:2,norm:[8,70],normaliniti:20,note:30,numer:30,numpi:30,nvprof:91,nvvp:91,object:33,observ:[107,109],offset:57,ones:21,onli:[64,72],op_mak:68,openmpi:92,oper:[47,51,59,61,63,66,68,69,73,75,87],opinfomap:68,opkernel:[68,87],opproto:74,ops:70,optim:[10,23,33,38,49,58,63,89,110],option:[45,77,107],opwithkernel:68,order:45,origin:68,orthogon:72,out_prod:8,outlin:93,output:[8,92,97],overview:[40,43,68,72,110],pack:57,packag:[32,80],pad:8,paddl:[36,64,72,88,98],paddlejob:41,paddlepaddl:[29,31,59,61,65,70,71,77,78,80,84,92,97,101,102,103,107],pair:97,parallel_nn:96,paramattr:24,paramet:[6,8,28,29,33,38,39,41,59,60,63,66,70,92,94,95,97,107,109],parameteraverageoptim:59,paraphras:107,parent:72,part:49,partit:38,pass:[77,96],path:[40,45],penalti:70,perform:[59,90,91,94],persist:37,pfsclient:[44,45],pfsserver:44,pip:80,placement:65,platform:92,pnpair:7,point:97,pool2d:21,pool:[8,11],pose:[52,69],power:8,precision_recal:7,predict:[4,109],prefetch:64,prelu:8,prepar:[92,97,107,108],preprocess:[107,110],pretrain:107,print:7,privat:97,pro:105,problem:[42,52,58,69],procedur:105,process:[33,38,41,58,68,84],profil:[25,90,91],program:[31,61,63,78,92],programdesc:61,project:32,propos:[52,69,70],protobuf:73,protomak:87,provid:[2,64,110],prune:62,pserver:40,pull:78,pydataprovider2:2,python:[4,30,41,56,58,59,63,64,65,70,74,76,86,87,90,109,110],qualiti:68,queue:[33,37],quick:[81,110],randomnumb:94,rank:7,rank_cost:8,raspberri:103,reader:[12,13,29,64],realiz:68,recoveri:33,recurr:[8,9,83,110],recurrent_group:8,ref:30,refactor:68,refer:[2,65,66,91],region:97,regist:[52,68,74,87],registr:[68,69],registri:68,regress:110,regular:[26,38,70],rel:57,relat:[68,75],relu:5,remark:87,remot:[39,67],render:97,repeat:8,represent:[31,68],requir:[32,48],reshap:[8,21],resiz:8,resnet:109,result:[92,98],retri:37,reus:63,review:85,revis:107,rmsprop:10,rnn:[56,75,82,83,94],rnnop:[31,56,68],roi_pool:8,rotat:8,route53:97,row:73,row_conv:8,row_l2_norm:8,run:[77,78,84,87,98],runtim:[41,65,80],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,56,68,72],script:98,search:57,secur:97,select:[38,73],selectedrow:73,selective_fc:8,sentiment:14,separ:68,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[57,83],sequence_conv:21,sequence_conv_pool:[9,22],sequence_pool:21,sequencesoftmax:5,sequenti:2,server:[33,37,38,41,66,92,94,97],servic:97,session:[65,67],set:95,setup:[97,102],sextant:105,sgd:94,sgdoptim:23,shape:57,share:[29,72],should:72,shrink_memori:21,shuffl:64,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:[57,83],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:64,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:[52,62,69],some:84,sourc:[77,79,84],spars:[38,39,40,73,96],specifi:[96,107],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,standard:[85,110],stanh:5,start:[29,81,92,97,98,110],startup:98,statement:42,step:[56,79],storag:70,store:33,structur:108,style:85,sub_nested_seq:8,subcommond:45,submit:41,suffici:64,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:[53,110],support:[46,75],survei:[46,50,70,105],synopsi:45,system:97,tabl:55,table_project:8,tanh:5,task:[33,37],tear:97,tecton:105,templat:97,tensor:[8,68,88],tensorarrai:[57,75],tensordesc:76,tensorflow:50,test:[77,84,85,86,87,94,96],text_conv_pool:9,theori:30,thi:72,think:48,three:75,timelin:40,timer:91,tip:91,todo:[34,35],togeth:72,toi:108,toler:33,tool:[32,91,92,105],toolchain:103,topk:21,train:[28,29,33,36,39,41,58,64,65,78,92,94,96,97,98,107,108,110],trainer:[28,33,38,40,41,92,97],tran:8,trans_full_matrix_project:8,transfer:110,translat:57,transpos:21,tune:[91,94],tutori:107,two:30,type:[77,87],uci_h:14,uniform:75,uniforminiti:20,unit:[84,85,86,87,94],unpack:57,updat:[29,39,40,97],usag:[56,57,64,88,89],use:[36,64,88],user:[33,107],util:7,value_print:7,vardesc:76,variabl:[63,68,72,76],vector:94,verifi:97,version:[46,80],vgg_16_network:9,visual:109,volum:97,vpc:97,warp_ctc:8,weightdecayregular:26,what:[36,40,43,84,91],when:[40,72],whl:80,why:[46,59,64,68,75,91],wmt14:14,word:[107,110],workflow:85,wrapper:86,write:[85,86,87,110],xavieriniti:20,yaml:98,your:78,zero:21,zoo:109}}) \ No newline at end of file diff --git a/develop/doc/survey/cluster_bootstrapping_tools.html b/develop/doc/survey/cluster_bootstrapping_tools.html index de87adc881..810e377f15 100644 --- a/develop/doc/survey/cluster_bootstrapping_tools.html +++ b/develop/doc/survey/cluster_bootstrapping_tools.html @@ -152,6 +152,19 @@Training and Inference +Fluid + MOBILE diff --git a/develop/doc/v1_api_tutorials/README.html b/develop/doc/v1_api_tutorials/README.html index adb25fc52b..9f011b2dc1 100644 --- a/develop/doc/v1_api_tutorials/README.html +++ b/develop/doc/v1_api_tutorials/README.html @@ -152,6 +152,19 @@
Training and Inference +Fluid + MOBILE diff --git a/develop/doc/v1_api_tutorials/embedding_model/index_en.html b/develop/doc/v1_api_tutorials/embedding_model/index_en.html index 9f3295771a..3294ca31a6 100644 --- a/develop/doc/v1_api_tutorials/embedding_model/index_en.html +++ b/develop/doc/v1_api_tutorials/embedding_model/index_en.html @@ -152,6 +152,19 @@
Training and Inference +Fluid + MOBILE diff --git a/develop/doc/v1_api_tutorials/gan/index_en.html b/develop/doc/v1_api_tutorials/gan/index_en.html index 4f0e6d77eb..23ef181aff 100644 --- a/develop/doc/v1_api_tutorials/gan/index_en.html +++ b/develop/doc/v1_api_tutorials/gan/index_en.html @@ -152,6 +152,19 @@
Training and Inference +Fluid + MOBILE diff --git a/develop/doc/v1_api_tutorials/imagenet_model/resnet_model_en.html b/develop/doc/v1_api_tutorials/imagenet_model/resnet_model_en.html index 42e81bac0d..f5b77414dd 100644 --- a/develop/doc/v1_api_tutorials/imagenet_model/resnet_model_en.html +++ b/develop/doc/v1_api_tutorials/imagenet_model/resnet_model_en.html @@ -152,6 +152,19 @@
Training and Inference +Fluid + MOBILE diff --git a/develop/doc/v1_api_tutorials/quick_start/index_en.html b/develop/doc/v1_api_tutorials/quick_start/index_en.html index 7082bc447e..932c9c2c97 100644 --- a/develop/doc/v1_api_tutorials/quick_start/index_en.html +++ b/develop/doc/v1_api_tutorials/quick_start/index_en.html @@ -152,6 +152,19 @@
Training and Inference +Fluid + MOBILE diff --git a/develop/doc_cn/_sources/api/v2/fluid.rst.txt b/develop/doc_cn/_sources/api/v2/fluid.rst.txt new file mode 100644 index 0000000000..43fc19dc49 --- /dev/null +++ b/develop/doc_cn/_sources/api/v2/fluid.rst.txt @@ -0,0 +1,18 @@ +====================== +Fluid +====================== + +.. toctree:: + :maxdepth: 1 + + fluid/layers.rst + fluid/data_feeder.rst + fluid/executor.rst + fluid/initializer.rst + fluid/evaluator.rst + fluid/nets.rst + fluid/optimizer.rst + fluid/param_attr.rst + fluid/profiler.rst + fluid/regularizer.rst + diff --git a/develop/doc_cn/_sources/api/v2/fluid/data_feeder.rst.txt b/develop/doc_cn/_sources/api/v2/fluid/data_feeder.rst.txt new file mode 100644 index 0000000000..0fa78f7dfb --- /dev/null +++ b/develop/doc_cn/_sources/api/v2/fluid/data_feeder.rst.txt @@ -0,0 +1,9 @@ +=========== +DataFeeder +=========== + +DataFeeder +----------- +.. automodule:: paddle.v2.fluid.data_feeder + :members: DataFeeder + :noindex: diff --git a/develop/doc_cn/_sources/api/v2/fluid/evaluator.rst.txt b/develop/doc_cn/_sources/api/v2/fluid/evaluator.rst.txt new file mode 100644 index 0000000000..a23f3301d0 --- /dev/null +++ b/develop/doc_cn/_sources/api/v2/fluid/evaluator.rst.txt @@ -0,0 +1,9 @@ +=========== +Evaluator +=========== + +Evaluator +----------- +.. automodule:: paddle.v2.fluid.evaluator + :members: Evaluator + :noindex: diff --git a/develop/doc_cn/_sources/api/v2/fluid/executor.rst.txt b/develop/doc_cn/_sources/api/v2/fluid/executor.rst.txt new file mode 100644 index 0000000000..3a283538c1 --- /dev/null +++ b/develop/doc_cn/_sources/api/v2/fluid/executor.rst.txt @@ -0,0 +1,9 @@ +=========== +Executor +=========== + +Executor +----------- +.. automodule:: paddle.v2.fluid.executor + :members: Executor + :noindex: diff --git a/develop/doc_cn/_sources/api/v2/fluid/initializer.rst.txt b/develop/doc_cn/_sources/api/v2/fluid/initializer.rst.txt new file mode 100644 index 0000000000..8f587837e9 --- /dev/null +++ b/develop/doc_cn/_sources/api/v2/fluid/initializer.rst.txt @@ -0,0 +1,50 @@ +=========== +Initializer +=========== + + + +Initializer +----------- +.. automodule:: paddle.v2.fluid.initializer + :members: Initializer + :noindex: + + + +ConstantInitializer +------------------- +.. automodule:: paddle.v2.fluid.initializer + :members: ConstantInitializer + :noindex: + + + +UniformInitializer +------------------ +.. automodule:: paddle.v2.fluid.initializer + :members: UniformInitializer + :noindex: + + + +NormalInitializer +----------------- +.. automodule:: paddle.v2.fluid.initializer + :members: NormalInitializer + :noindex: + + +XavierInitializer +----------------- +.. automodule:: paddle.v2.fluid.initializer + :members: XavierInitializer + :noindex: + + +MSRAInitializer +--------------- +.. automodule:: paddle.v2.fluid.initializer + :members: MSRAInitializer + :noindex: + diff --git a/develop/doc_cn/_sources/api/v2/fluid/layers.rst.txt b/develop/doc_cn/_sources/api/v2/fluid/layers.rst.txt new file mode 100644 index 0000000000..89e5fec13b --- /dev/null +++ b/develop/doc_cn/_sources/api/v2/fluid/layers.rst.txt @@ -0,0 +1,302 @@ +========== +Layers +========== + + +fc +--- +.. autofunction:: paddle.v2.fluid.layers.fc + :noindex: + +embedding +--------- +.. autofunction:: paddle.v2.fluid.layers.embedding + :noindex: + +dynamic_lstm +------------ +.. autofunction:: paddle.v2.fluid.layers.dynamic_lstm + :noindex: + +data +--------- +.. autofunction:: paddle.v2.fluid.layers.data + :noindex: + +mean +--------- +.. autofunction:: paddle.v2.fluid.layers.mean + :noindex: + +mul +--------- +.. autofunction:: paddle.v2.fluid.layers.mul + :noindex: + +elementwise_add +--------------- +.. autofunction:: paddle.v2.fluid.layers.elementwise_add + :noindex: + +elementwise_div +--------------- +.. autofunction:: paddle.v2.fluid.layers.elementwise_div + :noindex: + + +dropout +--------- +.. autofunction:: paddle.v2.fluid.layers.dropout + :noindex: + + +reshape +--------- +.. autofunction:: paddle.v2.fluid.layers.reshape + :noindex: + + +sigmoid +--------- +.. autofunction:: paddle.v2.fluid.layers.sigmoid + :noindex: + + +scale +--------- +.. autofunction:: paddle.v2.fluid.layers.scale + :noindex: + + +reshape +--------- +.. autofunction:: paddle.v2.fluid.layers.reshape + :noindex: + + +transpose +--------- +.. autofunction:: paddle.v2.fluid.layers.transpose + :noindex: + + +sigmoid_cross_entropy_with_logits +--------- +.. autofunction:: paddle.v2.fluid.layers.esigmoid_cross_entropy_with_logits + :noindex: + + +cast +--------- +.. autofunction:: paddle.v2.fluid.layers.cast + :noindex: + + +concat +--------- +.. autofunction:: paddle.v2.fluid.layers.concat + :noindex: + + +sums +--------- +.. autofunction:: paddle.v2.fluid.layers.sums + :noindex: + + +linear_chain_crf +--------- +.. autofunction:: paddle.v2.fluid.layers.linear_chain_crf + :noindex: + + +assign +--------- +.. autofunction:: paddle.v2.fluid.layers.embedding + :noindex: + + +split_lod_tensor +--------- +.. autofunction:: paddle.v2.fluid.layers.split_lod_tensor + :noindex: + + +merge_lod_tensor +--------- +.. autofunction:: paddle.v2.fluid.layers.merge_lod_tensor + :noindex: + +cos_sim +--------- +.. autofunction:: paddle.v2.fluid.layers.cos_sim + :noindex: + + +cross_entropy +--------- +.. autofunction:: paddle.v2.fluid.layers.cross_entropy + :noindex: + + + +square_error_cost +--------- +.. autofunction:: paddle.v2.fluid.layers.square_error_cost + :noindex: + + +accuracy +--------- +.. autofunction:: paddle.v2.fluid.layers.accuracy + :noindex: + + +sequence_conv +--------- +.. autofunction:: paddle.v2.fluid.layers.sequence_conv + :noindex: + + +conv2d +--------- +.. autofunction:: paddle.v2.fluid.layers.conv2d + :noindex: + + +sequence_pool +--------- +.. autofunction:: paddle.v2.fluid.layers.sequence_pool + :noindex: + + +pool2d +--------- +.. autofunction:: paddle.v2.fluid.layers.pool2d + :noindex: + + +batch_norm +--------- +.. autofunction:: paddle.v2.fluid.layers.batch_norm + :noindex: + + +beam_search_decode +--------- +.. autofunction:: paddle.v2.fluid.layers.beam_search_decode + :noindex: + + +lstm +--------- +.. autofunction:: paddle.v2.fluid.layers.lstm + :noindex: + + +lod_rank_table +--------- +.. autofunction:: paddle.v2.fluid.layers.lod_rank_table + :noindex: + + +max_sequence_len +--------- +.. autofunction:: paddle.v2.fluid.layers.max_sequence_len + :noindex: + + +topk +--------- +.. autofunction:: paddle.v2.fluid.layers.topk + :noindex: + + +lod_tensor_to_array +--------- +.. autofunction:: paddle.v2.fluid.layers.lod_tensor_to_array + :noindex: + + + +array_to_lod_tensor +--------- +.. autofunction:: paddle.v2.fluid.layers.array_to_lod_tensor + :noindex: + + + + +fill_constant +--------- +.. autofunction:: paddle.v2.fluid.layers.fill_constant + :noindex: + + + +fill_constant_batch_size_like +--------- +.. autofunction:: paddle.v2.fluid.layers.fill_constant_batch_size_like + :noindex: + + +ones +--------- +.. autofunction:: paddle.v2.fluid.layers.ones + :noindex: + + +zeros +--------- +.. autofunction:: paddle.v2.fluid.layers.zeros + :noindex: + + +increment +--------- +.. autofunction:: paddle.v2.fluid.layers.increment + :noindex: + + +array_write +--------- +.. autofunction:: paddle.v2.fluid.layers.array_write + :noindex: + + + +create_array +--------- +.. autofunction:: paddle.v2.fluid.layers.create_array + :noindex: + + +less_than +--------- +.. autofunction:: paddle.v2.fluid.layers.less_than + :noindex: + + +array_read +--------- +.. autofunction:: paddle.v2.fluid.layers.array_read + :noindex: + + +shrink_memory +--------- +.. autofunction:: paddle.v2.fluid.layers.shrink_memory + :noindex: + + +array_length +--------- +.. autofunction:: paddle.v2.fluid.layers.array_length + :noindex: + + +conv2d_transpose +--------- +.. autofunction:: paddle.v2.fluid.layers.conv2d_transpose + :noindex: + diff --git a/develop/doc_cn/_sources/api/v2/fluid/nets.rst.txt b/develop/doc_cn/_sources/api/v2/fluid/nets.rst.txt new file mode 100644 index 0000000000..2c3d075422 --- /dev/null +++ b/develop/doc_cn/_sources/api/v2/fluid/nets.rst.txt @@ -0,0 +1,22 @@ +=========== +Nets +=========== + +simple_img_conv_pool +----------- +.. autofunction:: paddle.v2.fluid.nets.simple_img_conv_pool + :noindex: + + +img_conv_group +----------- +.. autofunction:: paddle.v2.fluid.nets.img_conv_group + :noindex: + + +sequence_conv_pool +----------- +.. autofunction:: paddle.v2.fluid.nets.sequence_conv_pool + :noindex: + + diff --git a/develop/doc_cn/_sources/api/v2/fluid/optimizer.rst.txt b/develop/doc_cn/_sources/api/v2/fluid/optimizer.rst.txt new file mode 100644 index 0000000000..233762fcdf --- /dev/null +++ b/develop/doc_cn/_sources/api/v2/fluid/optimizer.rst.txt @@ -0,0 +1,54 @@ +=========== +Optimizer +=========== + +Optimizer +----------- +.. automodule:: paddle.v2.fluid.optimizer + :members: Optimizer + :noindex: + + +SGDOptimizer +----------- +.. automodule:: paddle.v2.fluid.optimizer + :members: SGDOptimizer + :noindex: + + + +MomentumOptimizer +----------- +.. automodule:: paddle.v2.fluid.optimizer + :members: MomentumOptimizer + :noindex: + + + +AdagradOptimizer +----------- +.. automodule:: paddle.v2.fluid.optimizer + :members: AdagradOptimizer + :noindex: + + +AdamOptimizer +----------- +.. automodule:: paddle.v2.fluid.optimizer + :members: AdamOptimizer + :noindex: + + +AdamaxOptimizer +----------- +.. automodule:: paddle.v2.fluid.optimizer + :members: AdamaxOptimizer + :noindex: + + +DecayedAdagradOptimizer +----------- +.. automodule:: paddle.v2.fluid.optimizer + :members: DecayedAdagradOptimizer + :noindex: + diff --git a/develop/doc_cn/_sources/api/v2/fluid/param_attr.rst.txt b/develop/doc_cn/_sources/api/v2/fluid/param_attr.rst.txt new file mode 100644 index 0000000000..ca0c8af9e8 --- /dev/null +++ b/develop/doc_cn/_sources/api/v2/fluid/param_attr.rst.txt @@ -0,0 +1,11 @@ +=========== +ParamAttr +=========== + + + +ParamAttr +----------- +.. automodule:: paddle.v2.fluid.param_attr + :members: ParamAttr + :noindex: diff --git a/develop/doc_cn/_sources/api/v2/fluid/profiler.rst.txt b/develop/doc_cn/_sources/api/v2/fluid/profiler.rst.txt new file mode 100644 index 0000000000..7d4042d1f4 --- /dev/null +++ b/develop/doc_cn/_sources/api/v2/fluid/profiler.rst.txt @@ -0,0 +1,10 @@ +=========== +Profiler +=========== + + + +Profiler +----------- +.. autofunction:: paddle.v2.fluid.profiler.cuda_profiler + :noindex: diff --git a/develop/doc_cn/_sources/api/v2/fluid/regularizer.rst.txt b/develop/doc_cn/_sources/api/v2/fluid/regularizer.rst.txt new file mode 100644 index 0000000000..3af2b07d2a --- /dev/null +++ b/develop/doc_cn/_sources/api/v2/fluid/regularizer.rst.txt @@ -0,0 +1,25 @@ +=========== +Regularizer +=========== + +WeightDecayRegularizer +----------- +.. automodule:: paddle.v2.fluid.regularizer + :members: WeightDecayRegularizer + :noindex: + + +L2DecayRegularizer +----------- +.. automodule:: paddle.v2.fluid.regularizer + :members: L2DecayRegularizer + :noindex: + + + +L1DecayRegularizer +----------- +.. automodule:: paddle.v2.fluid.regularizer + :members: L1DecayRegularizer + + diff --git a/develop/doc_cn/api/v2/fluid.html b/develop/doc_cn/api/v2/fluid.html new file mode 100644 index 0000000000..31deb6bcab --- /dev/null +++ b/develop/doc_cn/api/v2/fluid.html @@ -0,0 +1,280 @@ + + + + + + + + + + +
Fluid — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ++ + + + + ++ + + + ++ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/api/v2/fluid/data_feeder.html b/develop/doc_cn/api/v2/fluid/data_feeder.html new file mode 100644 index 0000000000..ed2976a26a --- /dev/null +++ b/develop/doc_cn/api/v2/fluid/data_feeder.html @@ -0,0 +1,269 @@ + + + + + + + + + + ++ + + + + + + + + + + + + + + +++ +++++ + ++ ++++ + +Fluid¶
++ ++DataFeeder — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ++ + + + + ++ + + + ++ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/api/v2/fluid/evaluator.html b/develop/doc_cn/api/v2/fluid/evaluator.html new file mode 100644 index 0000000000..af201bda8a --- /dev/null +++ b/develop/doc_cn/api/v2/fluid/evaluator.html @@ -0,0 +1,269 @@ + + + + + + + + + + ++ + + + + + + + + + + + + + + + + +Evaluator — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ++ + + + + ++ + + + ++ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/api/v2/fluid/executor.html b/develop/doc_cn/api/v2/fluid/executor.html new file mode 100644 index 0000000000..a7a22e5e1a --- /dev/null +++ b/develop/doc_cn/api/v2/fluid/executor.html @@ -0,0 +1,269 @@ + + + + + + + + + + ++ + + + + + + + + + + + + + + + + +Executor — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ++ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/api/v2/fluid/initializer.html b/develop/doc_cn/api/v2/fluid/initializer.html new file mode 100644 index 0000000000..fe18b4869e --- /dev/null +++ b/develop/doc_cn/api/v2/fluid/initializer.html @@ -0,0 +1,284 @@ + + + + + + + + + + +Initializer — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ++ + + + + ++ + + + ++ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/api/v2/fluid/layers.html b/develop/doc_cn/api/v2/fluid/layers.html new file mode 100644 index 0000000000..ae83fc7260 --- /dev/null +++ b/develop/doc_cn/api/v2/fluid/layers.html @@ -0,0 +1,416 @@ + + + + + + + + + + ++ + + + + + + + + + + + + + + + + +Layers — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ++ + + + + ++ + + + ++ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/api/v2/fluid/nets.html b/develop/doc_cn/api/v2/fluid/nets.html new file mode 100644 index 0000000000..4dff3fef24 --- /dev/null +++ b/develop/doc_cn/api/v2/fluid/nets.html @@ -0,0 +1,275 @@ + + + + + + + + + + ++ + + + + + + + + + + + + + + +++ +++++ + ++ ++++ + +Layers¶
+++fc¶
+++embedding¶
+++dynamic_lstm¶
+++data¶
+++mean¶
+++mul¶
+++elementwise_add¶
+++elementwise_div¶
+++dropout¶
+++reshape¶
+++sigmoid¶
+++scale¶
+++reshape¶
+++transpose¶
+++sigmoid_cross_entropy_with_logits¶
+++cast¶
+++concat¶
+++sums¶
+++linear_chain_crf¶
+++assign¶
+++split_lod_tensor¶
+++merge_lod_tensor¶
+++cos_sim¶
+++cross_entropy¶
+++square_error_cost¶
+++accuracy¶
+++sequence_conv¶
+++conv2d¶
+++sequence_pool¶
+++pool2d¶
+++batch_norm¶
+++beam_search_decode¶
+++lstm¶
+++lod_rank_table¶
+++max_sequence_len¶
+++topk¶
+++lod_tensor_to_array¶
+++array_to_lod_tensor¶
+++fill_constant¶
+++fill_constant_batch_size_like¶
+++ones¶
+++zeros¶
+++increment¶
+++array_write¶
+++create_array¶
+++less_than¶
+++array_read¶
+++shrink_memory¶
+++array_length¶
+++conv2d_transpose¶
+Nets — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ++ + + + + ++ + + + ++ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/api/v2/fluid/optimizer.html b/develop/doc_cn/api/v2/fluid/optimizer.html new file mode 100644 index 0000000000..b51ba5a369 --- /dev/null +++ b/develop/doc_cn/api/v2/fluid/optimizer.html @@ -0,0 +1,287 @@ + + + + + + + + + + ++ + + + + + + + + + + + + + + + + +Optimizer — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ++ + + + + ++ + + + ++ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/api/v2/fluid/param_attr.html b/develop/doc_cn/api/v2/fluid/param_attr.html new file mode 100644 index 0000000000..8989c4409f --- /dev/null +++ b/develop/doc_cn/api/v2/fluid/param_attr.html @@ -0,0 +1,269 @@ + + + + + + + + + + ++ + + + + + + + + + + + + + + + + +ParamAttr — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ++ + + + + ++ + + + ++ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/api/v2/fluid/profiler.html b/develop/doc_cn/api/v2/fluid/profiler.html new file mode 100644 index 0000000000..bc47693526 --- /dev/null +++ b/develop/doc_cn/api/v2/fluid/profiler.html @@ -0,0 +1,269 @@ + + + + + + + + + + ++ + + + + + + + + + + + + + + + + +Profiler — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ++ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/api/v2/fluid/regularizer.html b/develop/doc_cn/api/v2/fluid/regularizer.html new file mode 100644 index 0000000000..170d377339 --- /dev/null +++ b/develop/doc_cn/api/v2/fluid/regularizer.html @@ -0,0 +1,275 @@ + + + + + + + + + + +Regularizer — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ++ + + + + ++ + + + ++ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/objects.inv b/develop/doc_cn/objects.inv index e04bf0268b8a3f51b26787329a44dd5ff69f709f..6fd028deee90291c623aa7dd8b3d16f0acead160 100644 GIT binary patch delta 3963 zcmV->4}|c@9@8I?eSdG<#ua`o_E!){-;(vlMo|<&Q9zb2aO;a|JALR2F-y*_7;!oD zkX(85WLvRfN3vw6mhB`;QrU4VptYnTaq64wKO^q0p7IxZ=ED1syOLEvm*t#uzVC2& zX6DS{tcy(3#)rB`4p|-4#+uvvs6))a#@dG(a;--9NW(-vYJYI)p=rNkzbEAN-)i-m zo3%dFM7}Yt^Ut2%qNJnyh%(Gp;26F|9PMx!stV4)j*qEsP~z?%#KtXOr&fE~*ITyr zE+ + + + + + + + + + + + + + + + + +pg8MPyS-o37Q|wuvV%?i2)ZagfXLVc~ zA4C`XL^q~q$A7m+cAMza)Nyq73yQiyIxeDE^L+Co8#S@5)emdaWY#AQ6JuA0fq?A> zXg5@5y5R_L23%(vb@mGy^$0k;wGu8bhX1*C{_I(8V(L`5`J%shcjwi@;MJ`fbJcQ8 zd>Mea3nnp`1L<~7z%03T_b|UP-KC^!nV9mc=t6-qN`GIVAA`mz**N(6vy^uQd$*TH zI5G}p(L}IL_0qgY81eSo!QJ(UxU6SVqPTN*o |KgY%kUfCtku@t zo-U$C4Oprx7{c#g?z~)@>iN^e0Y7&ie%61sP?M2n5T|9e8wdihi+B*`@fAAK^Y}Us z=KHh)27jco4-rKj3^S-U0c}<@@No_acaa?+pHQzHFVPXG$K&f9n2mb4!Y?is5U1J4 zyt#w@Swd$jJc%>}$XR)ngCVYObzmZ@@FZ3dK%9Fj|jZ8`079H}5XTU^vqGmOHL zH7CPLJC6}Ww|0sxb1h_G4JKkPxqy8y4JAem6@Th#*tALoMFG{reib5!6EwJ}6{gTK z>tue_PI0}04=p>eOocgb7nUd3$Be$X&lbk&t|;gv-k;#tS+F>|OQB+oT=?g3E@LC8 zgpmpoMP6k=EXVRKWS2y5K}Ys&(vU^t1I{Z25@OYW6ml4C<;F}H55t^c)d 1y#{B~ow4(T z_gG?+!6{7~^xUF924hK@z)ACHRjGrXU4O%s%+1r(`1FtxJ^B41ndamcu%UKRYE| zCSBp^(x@(t(oa9i^>V=aG`3wB!Ma=`b(uz6oi@|x>TIb}u&b9=g%fp2P?w5zK~M(* zrqQhn0tM?h-un2m|9|q6L8m;-GI8I!N2&;O*$<}#i)<1E7>APVrvxd CM`(zi#<#5n$xL%-~@sdqon!tyx(cN%xGokeaL`#}Y(mXQOpsORe* zzO*kqW?W~+F-#WSM*9b6wj4VG$$vt3tjl;`T`LUv-z;J}{of;IWGesHnt^4TI?H;9 zlN$wXNS}N}eQY*_7Ar7W4z$^}Y~gh@j|9|679lRFM~H*h_lBEycCXyrU3($PJRiFU z$i(3UP5<7D{!c44qhsoDb1>Vp^-EPF2|P&p8%)oQHln%34rFzPQ5P7)jej?T?Tzrx z_RgyxhHH!A^0ofTR*e-)ARE(7>>f 6!*0A=G)=3do>e#R@-U7vrK1GNo$m3 zvPEC~)sAtYc8nOYHRSbrn m%(bS7#H*1%tRaMt>23(t~H)X`DYkaqP@-6=qQ@N^LI%7Nknr 48Mt0A$JdLz8uBUN5%}hNAKiW?KmlzFd_d1AQ zc$jvxTc^?5#Yi~A#o7ffR`a>SRyS-ughml&)r*W5r?ECEpiWy&ifE5@N>W>^a)sg! z@o_T$>46K+e2iWwGk+|)cb;pe{P|c?v Rc5zY8f1>rDNN}&`AoE zL@3KVFkhW&9e; yE>!_!L(R0 zo%4z31eeBuf$dum22ML*?>4QdYTWqn!$Y&vJ>9io=<9}xYdp(z8W;ZX^>Fj)aQ#Yu z>2bLHDBSpNu(UPWlf#FssDP&PqDKb?QQ`g0JHQAZCx7b`Q>SD~(qCHd-+L+?%uWf! z_1IfT1+$dMgzfCvbFP%6O<^w;a1Tsu5L3B0snpUB6Xt&@g$4m~5<4vT*c5%59J`1e zk0fJMSt8EMa>e1?Or0!^u=3E{Ylt!(ncVOT=2^08#yLzjlZg>Lokfo8R qSbJ3DhL5p6FI|>Qn~6~21()%v zq|_EKpvu?1j68bR%R$nwtBR{C#V}-GE^DMxP#sZY+VZjC2NWy0M%awE)6gbTCIx?z zAS=yqOLdF Cn6+k +G87a1sreB^aboi_^!UV3-f^5U=dHrtje{F zTz?f7Ladz!af~S{{KVBog9 i<|r~|+LQ#2Sp&5hRsjrbdk+;SX(cb?a+7GTbFksk zf5YW_>4y({{9{~UcV#u4TaKt zTFeDCqQ8z5;L3uC(3YKs{l2X-7n-oSgbt^hK?OE-7$T zr;e&MMQn*GW4Lj1_~`o1^Cfof>-t>(*}`yhg)_+wa4CLXE>L&BnIF9QK{yPk@_)4> z(=Wrx+Mk&CE7!J(fy(bKE0smE)qjVpTPkL8Caw%CD@_;NcCX(WY;SOgVzoFAQ&LaX zMAc4|k!x-2C`!{&t9&j$KMY^5)b?CRPCK-}DzvuqYN`M7_TZmaMQqge7SCflpdJa? zG04Mm`1UpofND2X&tohD`FNuEAAjeTUCZ6i{btS5HwzNsK$_PeuxD|7uMxlwI=U$5 zD^rgT0>Z!$Z2cdvg>RpwsYY~OZcyCYV&@gFKi<8+UTfRL^APRn9o!+b_pawrBe=SR zJH!7aEYVi-ASf6X>^l?iXcu{43^8E;{x7@te})w-ym3F_gUur@z6*N?zJC}{@b#ZQ zPRPVz-UH}A%RKx$Ej}7tQv+C#P_c~(OwYP}%bp3Y@vUUc-QDajUKOmO8+W!>cb>l- zzWE0PA|xuj&Q{yY-Hdjpq8F- NvuU`Y>JJ5QuelvWr^-M zEJc%Odm-Cl69ers+fhS6-+#zcGvg4Zwc~q}YinfDmD8pgFOjBGm&|_U%SEwRWYU<# zo}DofTWH-U>VwrIm1O|@cx`8UW%%>jU~yyT)gxFeQ#1~qtql9DMzjKn>e&`V^I-eV z;MFQbR}Pc7m4L*}xfjlVB>>}UYhu8b32Z^mQ3{#Xkf^INABI$2Fn@>@ 85Qt*sQu}d2}Z#VjPU&vyjFe@KH*E0`_1lyU;2xmhqvxaQ(3s #t+=X2rfWx3}mKemBrJ7A@0uZp+S zBAuK=UNn5WRY7H9A6Ygll2c*^ykIaksoGY~W3T3iUtH@iFIUr-$N$LVEG6ex%B^`4 zi99?uUCJPx+4k3N?7UgX5Y7C-W50S6c~;d!%j*f)zXVN89e>QeQ#RPR0t>DZdo*eh z50;Gn>PtnuMJDM=?P!9mc7d!Sz8Qi?4S~YGtxzmjkD)FY|L73Sw|pD_sg$DZ6wEmK z1rk+^W+O3EP?7U{v@2rC>s}60Wshvh*1A9u8>;@Zt1N%%kfvor$Wq9Lb#cgwO?E9- zt#eFDto#!l%YQ(=vJuzei=V>fEqM-2tUVPV7V*Ys6v~3lI(K1jOcZ%8L>+7a#^y_# z$V@G2(Wb0&dey_viR70C&K*5<`Z$=GiZX}`yFV#NsxaT)m-P^~i8ir|LF^d4J;aJ) z_x&EU)l*<1bsQ{hh7afDu{&nfLYEGJhoOj={7v}$`G4@q)!q9WyAL0*jP=Q*aQ-KG zb}?ms0HhI8zRYkbu#B0JJlWyJZDPdm?Z0-fe4l~iW_tn?782_9mGH?zjTKa3e)JFI zI3=s5axhUs&1?!h%=VgD8qp@B?)EB#-0s@5-ESY(#6gHSZ)p =&I#1@Cx$ VpfZqoq=;l*8k0Nc{{a%GT`(bFw<-Vt delta 3823 zcmV nA`)21`ibAi%b4M_`Pq5+tQC4j=@7MzfbE|Am~s%)MuKC6p>8G}GsN-`Sq- zbDLflnWl{owT~RKTBwONw{x^b%)rLl#~O02TKh=NL_VtV(SJkJe#`zqj8}iFRV!{* z`%oSE# w=j%}@aSequZKB<`)yE<$HY}Y`# zrc%=lM}RZnDwC+PACRa h$w1d@SxfR+_UO|k8?=4jqCvVgnH$8iHtx!5nt!PY}CO+?Bc@$;tcyU zukK)fme83YmP8T) 7|J zG72NAlAtODtAd~k1Wck`6$A>_ajf<6761QaCxcE|m}TO&wT}!V%mo5Y2^!gW02qgo zKv05|gaQdt6)H(wh+&w8+)`N7pJF49pnrQqu1b_@3Z)2~C-&Id*&mz7R)r=Z3b?+v zPgGExgx|`EiX+Y*VYwdrm4(BtIyTKH{_PPnQI7x0p)j8u&^*EaJA>QU<IA z{h)$Y!^i VajOI?KR_liLMN$a#E3eQef*6sxr@2kzOnyu(`x9to(C1R*|BjSzcp?)NwE z4zAuBti6(Co{!xFWa4mwrhETY_xVc2Xqh^EIPmr?eyPgEz=Qm!#^l^6C(i{t7^^aj zs=(-PyzT95gm-s#w}0%fEr!e2yMHTN6;?M|5LHa<9?aZHz$yn6pK15)cl{UlD<)L) zO{WIWGM!B&ccTh}1%2^bJI)8S ?Xq$5*>QJn3D3_3N9PlWEak-`rBu^Q_ghJeTzZN784c1$}?xS#Nueao^s6 zR5E<_FucAVezh3hoDY}ps((psM4MPNW*C|;ZjWSFtI1VpBfH~So< u(#fyxWrm;3Dpw3uz zifD&TO44Q+W(vhE;^V~s>46K+e2iHrQ!JWyflH?B`9xAQ2nD-2sDIcqY7;%wmWyDd zQHf~LjEgWPDwPtNpx(0l>ZhbWnkE(%G#B}`hLm1F`!lIWjB&26poqtE{hXX<#aFNq zlpx3<2@nYu13-gCs}^z~`q6U7r;rlJCt={MxDNrbzp=*Jcx#W9=x)PfKcy?ZTv( zlNZI(j?ry`{KLOjL4S#n;**yHF@lT(9^^Zi@)AksS&^p#Efp^EL;=S8NIM@1f5fAj zEDR)O6Y-9;f=!NOpxG`tHE}LhrpQ(KZGOLK( N#>Lh7|2q5gW1yU`+^svI6bH{U%kH&z3?OU)6oMymY^H@;>t@iQ9hi0ccx@*JM z*9{fdc$(=nF8uME{^qm(`ql2zlW_TQxbb~&X=}74hYwj%15M{mj}~mALaX~dV1$j6 z)rqOoG9~FQt$%m#KNALKT>^1E_CiL%EJtL*cJADHSB|7rp_U4`1tvC#sSHjkvGl_P z|1U@3h5$K*9k%$Gi#|h+U&4+@l0B;ISLerajq04IPC_F@9-8aOmdVKEhF>ttlBgNy zFxgBdM(}jDa$I*9OC(d0Lwxul#AD=n32QtbE+ya$T7N2VF;axgR3TGBDuov~$_Zij z?5L#`3&%S>iU6L4_53jCUoawCKf`$GyyW^xBJqq&xS;s7f(x8SrJbR0^siYD`-` zHvE8MCD#a@@hS~%BBfHWCs|~r8E&a;kzcrMD~bTxG30?IW!Yv7>|xJSJD R4~In zO X;e{$llTz}do1}gt-*-_afTm5&qx}{ #Jb`SDp*?)HjHo$N*RL^591^IZQ^*_!>b}e^5pEs+P{(rDA zA`D3L8U$(<*Y|1xRM62yIbWH0d?pGuhG6UdbUl3cB26`7@^YKv{uVpBb>qq4!Fr`> z6VF4mqqlI2(9ZiF&5Piw67DSjFJXyF$%CL^SWtH+;87KMU<@%}_rWiN2R}mu3vWJ1 z_@H>i#dl%v!50GxzV5Rp37I(8cz*!%XPJk8r^TlvD{24>5-L`hfP2>ETlUQ28edDU zxqF-4#cP69Oylm(>h8 gV}EO;(Uxvg zjhBq3Q 42 {)8Tq<;aRR|=jHDNbo^_uWSK-YeNm6l&!=D7$6)@4g*8{H442 zMR@yxRF#c8UNYAVH((WS!^)o~9VHuery^B<8b=MHNm%D2xs CA0v^R{mR3n|7LtfN>w>5;y#6GfY)+DFI40yv}Y*MwZ^kdue{V%U~ zmzRgrm#_bk$5~3wuas-^BocXeY`T;}I wSVAnC$< z_dxbTSP^Yv7sIe)boQ`T6xH_!aIcyI6RBfwX)}B@Cy(7Rtp>V$06YvutjXVmFJJbb zUK>2v7(9B&GJn>mkHh)r^6X+t{QyWKq dRd;6 $(E z&Rgn)`0Qnl>#{B56JlpxVvLrSuh8WYsEmN-^Y0mOh-gatFt0v+cAUpTwx@8@B_ajS zT#$=Tg6rjt(Xo|e%;#V1>u=r;@7x`Hu`Ei~ IfElse Operator","Design Doc: InferVarType","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class Parameters
","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7f16\u8bd1PaddlePaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","MOBILE","Cluster bootstrapping tool survey","<no title>","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","Model Zoo - ImageNet","\u5feb\u901f\u5165\u95e8\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":100,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":24,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":110,"\u4e0b\u8f7d\u6570\u636e":99,"\u4e0d\u4f7f\u7528":43,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":43,"\u4e0d\u540c\u7684":70,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":43,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":43,"\u4e24\u79cd\u4f7f\u7528":70,"\u4e2d\u6587\u5b57\u5178":110,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":110,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":110,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":110,"\u4e3a\u4ec0\u4e48\u8981":83,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":92,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":92,"\u4ec5\u4ec5\u4f7f\u7528void":43,"\u4ecb\u7ecd":[110,111],"\u4ece\u5feb\u7167\u6062\u590d":23,"\u4ece\u6e90\u7801\u7f16\u8bd1":72,"\u4ee3\u7801\u8981\u6c42":84,"\u4f18\u5316\u7b97\u6cd5":112,"\u4f7f\u7528":[84,99],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":93,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":43,"\u4f7f\u7528\u6848\u4f8b":97,"\u4f7f\u7528\u6982\u8ff0":112,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":97,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":100,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":110,"\u4f7f\u7528\u8bf4\u660e":89,"\u4f7f\u7528\u8f6c\u6362\u5e93":24,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":73,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":73,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":73,"\u4f7f\u7528docker\u6784\u5efa":88,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":93,"\u4f7f\u7528pip\u5b89\u88c5":75,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":84,"\u4fee\u6539\u542f\u52a8\u811a\u672c":99,"\u4fee\u6539\u6587\u6863":88,"\u514b\u9686":84,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":44,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":44,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":92,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":85,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":93,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[104,105],"\u51c6\u5907\u6570\u636e\u96c6":93,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":100,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":93,"\u51c6\u5907openmpi\u96c6\u7fa4":93,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":69,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":69,"\u51fa\u73b0":70,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":33,"\u5206\u652f\u89c4\u8303":60,"\u521b\u5efa\u672c\u5730\u5206\u652f":84,"\u521b\u5efajob":100,"\u521b\u5efapaddl":99,"\u5220\u9664\u672c\u5730\u5206\u652f":84,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":84,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":69,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":84,"\u5236\u4f5c\u955c\u50cf":100,"\u5236\u4f5cdocker\u955c\u50cf":99,"\u524d\u5411operator\u5355\u5143\u6d4b\u8bd5":86,"\u52a0\u8f7dpaddlepaddl":76,"\u52a0\u901f\u6267\u884c":23,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":69,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":43,"\u52a8\u6001\u6269\u5bb9":23,"\u5355\u5143\u6d4b\u8bd5":95,"\u5355\u53cc\u5c42rnn":79,"\u5377\u79ef\u6a21\u578b":112,"\u539f\u56e0":43,"\u539f\u56e0\u5217\u8868":43,"\u53c2\u6570\u4fe1\u606f":111,"\u53c2\u6570\u5185\u5b58":69,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":95,"\u53c2\u6570\u6982\u8ff0":94,"\u53c2\u6570\u8bbe\u7f6e":71,"\u53c2\u6570\u8bfb\u53d6":111,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":33,"\u53c2\u8003\u8d44\u6599":92,"\u53cc\u5c42rnn":79,"\u53cc\u5c42rnn\u4ecb\u7ecd":81,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":81,"\u53cd\u5411operator\u5355\u5143\u6d4b\u8bd5":86,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":83,"\u53ef\u9009\u529f\u80fd":110,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":75,"\u540d\u8bcd\u89e3\u91ca":33,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":112,"\u5411\u91cf":95,"\u542f\u52a8\u4efb\u52a1":100,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":93,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":93,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":93,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":93,"\u5440":83,"\u547d\u4ee4\u884c\u53c2\u6570":112,"\u548c":78,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":97,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":73,"\u5728kubernetes\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":93,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":93,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":87,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":110,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":104,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":104,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":76,"\u57fa\u672c\u539f\u7406":81,"\u57fa\u672c\u8981\u6c42":43,"\u5982\u4f55\u4e66\u5199\u6587\u6863":88,"\u5982\u4f55\u4f7f\u7528":70,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":71,"\u5982\u4f55\u5199\u65b0\u7684oper":86,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":69,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":71,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":71,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":69,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":71,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":69,"\u5982\u4f55\u66f4\u65b0\u6587\u6863\u4e3b\u9898":88,"\u5982\u4f55\u66f4\u65b0doc":88,"\u5982\u4f55\u6784\u5efa\u6587\u6863":88,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":71,"\u5982\u4f55\u8c03\u7528":69,"\u5982\u4f55\u8d21\u732e":88,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":84,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":92,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":71,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":79,"\u5b50\u5e8f\u5217\u95f4\u6709memori":79,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":71,"\u5b89\u88c5":[75,112],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":74,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":106,"\u5b89\u88c5\u6d41\u7a0b":74,"\u5b89\u88c5kubectl":98,"\u5b9a\u4e49operator\u7c7b":86,"\u5b9a\u4e49opkernel\u7c7b":86,"\u5b9a\u4e49protomaker\u7c7b":86,"\u5b9e\u73b0":43,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":86,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":85,"\u5b9e\u73b0\u65b9\u5f0f":44,"\u5b9e\u73b0\u8ba1\u7b97":87,"\u5b9e\u73b0c":[85,86],"\u5b9e\u73b0python\u5c01\u88c5":85,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":91,"\u5bfc\u51fac":43,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":97,"\u5c0f\u7ed3":2,"\u5de5\u5177":92,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":75,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":74,"\u5e76\u5b8c\u6210":84,"\u5efa\u7acb":84,"\u5f00\u53d1\u6807\u51c6":89,"\u5f00\u59cb\u5f00\u53d1":84,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":95,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":23,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":112,"\u5feb\u901f\u5b89\u88c5":77,"\u5feb\u901f\u5f00\u59cb":77,"\u6027\u80fd\u4f18\u5316":89,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":92,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":92,"\u6027\u80fd\u8c03\u4f18":95,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":112,"\u603b\u4f53\u6d41\u7a0b":83,"\u6216\u8005\u662f":66,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":72,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":66,"\u62a5importerror":66,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":43,"\u63a5\u53e3":111,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":69,"\u63a8\u5bfc\u65b9\u7a0b":85,"\u63a8\u6d4b\u6267\u884c":23,"\u63d0\u4ea4":84,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":84,"\u63d0\u4ea4\u955c\u50cf":99,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":76,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":78,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":24,"\u6570\u636e\u652f\u6301":95,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":112,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":110,"\u6574\u4f53\u65b9\u6848":100,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":33,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":24,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":24,"\u6587\u4ef6\u9884\u5904\u7406":24,"\u6587\u6863":103,"\u65b0\u624b\u5165\u95e8":77,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":67,"\u65f6\u5e8f\u6a21\u578b":112,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":79,"\u65f6\u95f4\u6b65":79,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":44,"\u672c\u5730\u6d4b\u8bd5":97,"\u672c\u5730\u8bad\u7ec3":97,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":69,"\u672f\u8bed":23,"\u6784\u5efa\u548c\u6d4b\u8bd5":84,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":104,"\u67b6\u6784\u56fe":33,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":91,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":99,"\u67e5\u770b\u8f93\u51fa":100,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":33,"\u6848\u4f8b\u4e00":97,"\u6848\u4f8b\u4e8c":97,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":93,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":93,"\u6982\u5ff5\u7b80\u4ecb":86,"\u6982\u5ff5\u89e3\u91ca":24,"\u6982\u8ff0":[78,81,93],"\u6a21\u5757":33,"\u6a21\u578b":111,"\u6a21\u578b\u4e0b\u8f7d":111,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":23,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":44,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":112,"\u6a21\u578b\u914d\u7f6e":[70,79,89],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":79,"\u6ce8\u518coper":86,"\u6ce8\u610f\u4e8b\u9879":[2,86],"\u6d41\u7a0b\u4ecb\u7ecd":24,"\u6d4b\u8bd5":95,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":91,"\u7279\u5f81\u63d0\u53d6":111,"\u73af\u5883\u51c6\u5907":93,"\u751f\u6210\u5e8f\u5217":82,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":91,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":81,"\u751f\u6210sparse\u6587\u4ef6":33,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":33,"\u7684\u533a\u522b":70,"\u7684\u53c2\u6570":70,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":70,"\u76ee\u5f55\u7ed3\u6784":44,"\u76ee\u6807":33,"\u76f4\u63a5\u6784\u5efa":88,"\u76f8\u5173\u6982\u5ff5":81,"\u77e9\u9635":95,"\u793a\u4f8b1":79,"\u793a\u4f8b2":79,"\u793a\u4f8b3":79,"\u793a\u4f8b4":79,"\u793a\u4f8b\u7a0b\u5e8f":24,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":69,"\u7a00\u758f\u8bad\u7ec3":97,"\u7b26\u53f7":43,"\u7b80\u4ecb":98,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":82,"\u7c7b":[43,85,86],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":76,"\u7ec6\u8282\u63cf\u8ff0":95,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":93,"\u7ed1\u5b9apython":86,"\u7f16\u5199yaml\u6587\u4ef6":99,"\u7f16\u8bd1":86,"\u7f16\u8bd1\u4f9d\u8d56":72,"\u7f16\u8bd1\u548c\u5b89\u88c5":[104,105,106],"\u7f16\u8bd1\u548c\u6267\u884c\u5355\u5143\u6d4b\u8bd5":86,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":66,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":66,"\u7f16\u8bd1\u65b9\u6cd5":72,"\u7f16\u8bd1\u6d41\u7a0b":74,"\u7f16\u8bd1\u9009\u9879":[44,72],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":72,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":72,"\u7f16\u8bd1paddlepaddl":104,"\u7f16\u8bd1paddlepaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":83,"\u7f29\u5bb9":23,"\u7f51\u7edc\u53ef\u89c6\u5316":111,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":43,"\u80cc\u666f":43,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":95,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":73,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":33,"\u89c2\u6d4b\u8bcd\u5411\u91cf":110,"\u8bad\u7ec3":95,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":69,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":24,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":24,"\u8bad\u7ec3\u6a21\u578b":[76,112],"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":81,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":69,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":96,"\u8bcd\u5411\u91cf\u6a21\u578b":112,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":110,"\u8bcd\u6c47\u8868":79,"\u8be6\u7ec6\u6559\u7a0b":92,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":79,"\u8f6c\u6362\u5e93":24,"\u8f93\u5165":81,"\u8f93\u5165\u4e0d\u7b49\u957f":79,"\u8f93\u5165\u793a\u4f8b":81,"\u8f93\u51fa":81,"\u8f93\u51fa\u65e5\u5fd7":112,"\u8fd0\u884c\u5bb9\u5668":99,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":75,"\u8fd0\u884cdocker":66,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":43,"\u8fdb\u884c\u8bad\u7ec3":[24,99],"\u8fdb\u9636\u6307\u5357":89,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":98,"\u901a\u7528":95,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":112,"\u9047\u5230":66,"\u90e8\u7f72kubernetes\u96c6\u7fa4":98,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":112,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[104,105,106],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":82,"\u914d\u7f6e\u7f51\u7edc":76,"\u914d\u7f6ekubectl":98,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":98,"\u94a9\u5b50":84,"\u9519\u8bef\u600e\u4e48\u529e":70,"\u9644\u5f55":112,"\u968f\u673a\u6570":95,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":67,"\u96c6\u7fa4\u8bad\u7ec3":97,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":67,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":83,"\u975e\u6cd5\u6307\u4ee4":66,"\u9884\u6d4b":[111,112],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[54,55,56,108],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":104,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":79,"api\u5e93":104,"beam_search\u7684\u751f\u6210":79,"book\u4e2d\u6240\u6709\u7ae0\u8282":60,"book\u6559\u7a0b":73,"class":[37,49,52],"cmake\u6e90\u7801\u7f16\u8bd1":66,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":33,"float":69,"function":[21,36,37,52],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":97,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":92,"gpu\u955c\u50cf\u51fa\u73b0":66,"group\u6559\u7a0b":81,"import":66,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":105,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":100,"kubernetes\u5355\u673a\u8bad\u7ec3":99,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"paddle\u52a8\u6001\u5e93\u4e2d":43,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":43,"paddle\u7248\u672c\u53f7\u4e3a0":66,"paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3":93,"paddlepaddle\u53d1\u884c\u89c4\u8303":60,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":60,"paddlepaddle\u73af\u5883\u4f9d\u8d56":75,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":72,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":106,"pod\u95f4\u901a\u4fe1":100,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":91,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":91,"python\u63a5\u53e3":111,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":66,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":112,"return":53,"rnn\u76f8\u5173\u6a21\u578b":80,"rnn\u914d\u7f6e":82,"tensor\u4f7f\u7528\u6837\u4f8b":87,"tensor\u5230eigentensor\u7684\u8f6c\u6362":87,"tensor\u6a21\u5757":87,Abs:5,For:21,NOT:32,The:[20,27,37,38,40,41,47,49,57,58],Use:[20,50],Using:[21,27],With:30,about:37,absolut:46,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,addto:8,aggreg:8,aggregatelevel:8,alalysi:25,algorithm:[19,22,45,51,54],all:[61,64],analysi:54,anneal:71,api:[0,3,44,47,48,52,59,63],appendix:108,applic:3,architectur:54,argument:[34,53],arrai:19,associ:61,assumpt:108,async:95,attent:82,attribut:[6,59],auc:7,auto:19,averag:48,avg:11,backgraound:19,background:[55,56,64,65],backward:[38,57],base:[30,46,55],basepool:11,basic:108,batch:53,batch_norm:8,batch_siz:53,beam:46,beam_search:8,becaus:71,benefit:[55,57],between:[18,52,57,63],bidirectional_gru:9,bidirectional_lstm:9,big:71,bilinear_interp:8,binari:20,bla:72,block:[20,37,38,50,52,57],block_expand:8,blockdesc:50,bootstrap:108,bottleneck:90,brelu:5,bring:108,build:[37,57],cach:2,can:61,capi:44,capi_priv:44,challeng:[51,55],chang:46,check:[8,19],checker:19,checkpoint:[22,23,29],choos:21,chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:27,clip:8,clone:84,close:19,cluster:[28,108],cmake:21,code:[30,52,90],column_sum:7,commit:84,compar:108,comparis:52,compil:[20,35,50,57],compos:53,comput:[20,38,57,59],con:108,concat:8,concept:[52,57],conclus:[29,39,108],condit:37,config:3,configur:16,conll05:14,connect:8,construct:38,content:[2,44,66,67,69,70,71,78,92],context_project:8,control:57,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[29,54,55],core:[19,52],cos_sim:8,cost:8,creat:[53,56,57,61],creation:[26,48,59],creator:53,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[35,66,72],cudnn:72,cudnnavg:11,cudnnmax:11,current:[35,58],custom:53,data:[8,12,13,22,53,54],datafeed:13,dataprovid:[3,95],dataset:[12,14,22,26],datatyp:13,decayedadagrad:10,decod:46,decor:53,deep:20,definit:65,demo:37,dens:29,depend:37,deploi:30,describ:47,descript:[34,57],design:[18,19,20,22,26,27,28,29,31,32,35,36,37,38,41,42,45,46,47,49,50,52,53,54,55,56,57,58,61,62,64],destroi:61,detail:25,detect:[7,8],detection_map:7,detection_output:8,develop:57,dictionari:53,differ:57,discrimin:37,discuss:[37,55],dispatch:[22,26],distribut:[18,22,25,30,54],doc:[18,20,22,26,27,28,29,32,35,36,38,41,42,49,50,52,53,54,55,56,57,58,62],docker:[30,83],doe:[32,53],dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,driver:66,drop_out:70,dropout:8,duplic:70,dure:[46,53],dylib:44,dynam:[22,64],dynet:39,eigen:87,elect:29,els:20,embed:8,engin:37,enough:19,entri:53,environ:30,eos:8,eval:54,evalu:[7,31],event:[17,18],examin:90,exampl:[18,21,40,44,56],except:69,execut:[20,50,57],executor:32,exp:5,expand:[8,78],expandlevel:8,explain:19,factor:8,factorization_machin:8,faq:68,fault:22,file:[20,90],first_seq:[8,78],float16:35,fork:84,format:[20,22,42],forward:38,frame:20,framework:[19,87],from:[18,29,63],full_matrix_project:8,fulli:8,gan:37,gate:82,gated_unit:8,gener:[37,46,90,108],get_output:8,give:53,global:[50,52],gpu:95,gradient:[19,27,58],gradient_print:7,graident:19,graph:[38,39,55,57,59],group:8,gru:[9,95],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[18,43],happen:29,hardwar:35,helper:52,hierarchi:20,high:[47,48,59,63],how:[19,25,48,53,57],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,ident:5,identifi:90,identity_project:8,ifels:40,ifelseop:20,illeg:66,imag:[8,9,15,30],imagenet:111,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:14,implement:[19,21,25,31,32,35,42,45,48,52,53,57,58,59],infer:[17,69],infershap:[50,62],infervartyp:41,ingredi:18,ingress:33,init_hook:2,initi:[27,37],input_typ:2,insid:61,instal:108,instead:53,instruct:66,insuffici:66,interact:63,interfac:[12,13,15,19,22,27,28,47,53,56,61],intermedi:57,interpol:8,introduc:[46,64],introduct:59,isn:53,issu:[35,84],job:[22,30,99],join:8,kernel:57,kmax_sequence_scor:8,kubernet:[30,98,99],l2_distanc:8,lambda_cost:8,languag:20,larg:25,last_seq:[8,78],layer:[8,18,36,52,70],learn:[20,71],learnabl:8,leval:63,level:[47,48,59,63],libpaddle_capi_shar:44,libpaddle_capi_whol:44,librari:[27,35,57],limit:54,linear:5,linear_comb:8,list:[23,53],local:[54,56,61],lod:46,lodtensor:[45,46,64],lodtensordesc:65,log:5,logic:26,look:90,low:[48,59,63],lstm:[9,95],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,46],macro:57,main:37,manag:21,map:[53,57],master:[22,26,30],math:8,mathemat:19,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:37,memori:[8,45,70,79,81],messag:[63,71],method:46,might:37,migrat:57,mileston:57,mini:53,minibatch:13,misc:8,mix:8,mnist:14,mobil:107,model:[3,16,18,25,27,29,37,42,46,82,111],modul:[57,66],momentum:10,more:37,motiv:[32,42,51],movielen:14,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:53,multiplex:8,mxnet:39,name:[61,66,70],nce:8,necess:52,necessari:57,need:53,nest:45,network:[9,57,82],neural:82,nlp:[9,95],norm:[8,59],note:19,numer:19,numpi:19,nvprof:92,nvvp:92,object:22,offset:46,onli:[53,61],op_mak:57,oper:[36,40,48,50,52,55,57,58,62,64],opinfomap:57,opkernel:57,opproto:63,ops:59,optim:[10,22,27,38,47,52],option:34,opwithkernel:57,order:34,org:88,origin:57,orthogon:61,out_prod:8,output:8,overview:[29,32,57,61],pack:46,packag:21,pad:8,paddl:[25,53,61,66,70,87],paddlejob:30,paddlepaddl:[18,20,48,50,54,59,60,66,88,103],parallel_nn:97,paramet:[6,8,17,18,22,27,28,30,48,49,52,55,59],parameteraverageoptim:48,parent:61,part:38,partit:27,path:[29,34],penalti:59,perform:[48,90,95],persist:26,pfsclient:[33,34],pfsserver:33,placement:54,platform:66,pnpair:7,point:69,pool:[8,11,78],pose:[41,58],power:8,pre:84,precision_recal:7,prefetch:53,prelu:8,print:7,pro:108,problem:[31,41,47,58],procedur:108,process:[22,27,30,47,57],profil:90,program:[20,50,52],programdesc:50,project:21,propos:[41,58,59],protobuf:62,protocol:71,provid:[2,53],prune:51,pserver:29,pull:84,push:84,python:[19,30,45,47,48,52,53,54,59,63,65,90],qualiti:57,queue:[22,26],rank:7,rank_cost:8,raspberri:106,rate:71,reader:[12,13,18,53],realiz:57,recoveri:22,recurr:[8,9,70,81,82],recurrent_group:8,ref:19,refactor:57,refer:[2,54,55],regist:[41,57,63],registr:[57,58],registri:57,regular:[27,59],reject:71,rel:46,relat:[57,64],relu:5,remot:[28,56],repeat:8,represent:[20,57],request:84,requir:[21,37],reshap:8,resiz:8,resnet:111,retri:26,reus:52,rmsprop:10,rnn:[45,64,79,95],rnnop:[20,45,57],roi_pool:8,rotat:8,row:62,row_conv:8,row_l2_norm:8,runtim:[30,54],sampl:8,sampling_id:8,save:29,scale:[8,22],scale_shift:8,scaling_project:8,scope:[20,45,57,61],search:46,select:[27,62],selectedrow:62,selective_fc:8,sentiment:14,separ:57,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[46,82],sequence_conv_pool:9,sequencesoftmax:5,server:[22,26,27,30,55],session:[54,56],sextant:108,sgd:95,shape:46,share:[18,61],should:61,shuffl:53,sigmoid:5,simpl:46,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:53,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:[41,51,58],spars:[27,28,29,62],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:20,stanh:5,start:18,statement:31,step:45,storag:59,store:22,sub_nested_seq:8,subcommond:34,submit:30,suffici:53,suitabl:21,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:18,summari:42,support:[35,64,66],survei:[35,39,59,108],synopsi:34,tabl:44,table_project:8,tanh:5,task:[22,26],tecton:108,tensor:[8,57,87],tensorarrai:[46,64],tensordesc:65,tensorflow:39,text_conv_pool:9,theori:19,thi:[61,66],think:37,three:64,timelin:29,todo:[23,24],togeth:61,toler:22,too:71,tool:[21,108],train:[17,18,22,25,28,30,47,53,54],trainer:[17,22,27,29,30],tran:8,trans_full_matrix_project:8,translat:46,tune:95,two:19,uci_h:14,uniform:64,unpack:46,updat:[18,28,29],usag:[45,46,53],use:[25,53],user:22,util:7,value_print:7,vardesc:65,variabl:[52,57,61,65],version:[35,66],vgg_16_network:9,warp_ctc:8,what:[25,29,32],wheel:66,when:[29,61],whl:66,why:[35,48,53,57,64],wmt14:14,zoo:111}}) \ No newline at end of file +Search.setIndex({docnames:["api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/tensor_array","design/var_desc","faq/build_and_install/index_cn","faq/cluster/index_cn","faq/index_cn","faq/local/index_cn","faq/model/index_cn","faq/parameter/index_cn","getstarted/build_and_install/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/pip_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/cpu_profiling","howto/optimization/cpu_profiling_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","mobile/cross_compiling_for_android_cn","mobile/cross_compiling_for_ios_cn","mobile/cross_compiling_for_raspberry_cn","mobile/index_cn","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_cn","v1_api_tutorials/imagenet_model/resnet_model_cn","v1_api_tutorials/quick_start/index_cn"],envversion:50,filenames:["api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/parameter_average.md","design/parameters_in_cpp.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/tensor_array.md","design/var_desc.md","faq/build_and_install/index_cn.rst","faq/cluster/index_cn.rst","faq/index_cn.rst","faq/local/index_cn.rst","faq/model/index_cn.rst","faq/parameter/index_cn.rst","getstarted/build_and_install/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/pip_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/cpu_profiling.md","howto/optimization/cpu_profiling_cn.md","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","mobile/cross_compiling_for_android_cn.md","mobile/cross_compiling_for_ios_cn.md","mobile/cross_compiling_for_raspberry_cn.md","mobile/index_cn.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_cn.md","v1_api_tutorials/imagenet_model/resnet_model_cn.md","v1_api_tutorials/quick_start/index_cn.rst"],objects:{"paddle.v2":{image:[15,0,0,"-"]},"paddle.v2.image":{batch_images_from_tar:[15,1,1,""],center_crop:[15,1,1,""],left_right_flip:[15,1,1,""],load_and_transform:[15,1,1,""],load_image:[15,1,1,""],load_image_bytes:[15,1,1,""],random_crop:[15,1,1,""],resize_short:[15,1,1,""],simple_transform:[15,1,1,""],to_chw:[15,1,1,""]}},objnames:{"0":["py","module","Python \u6a21\u5757"],"1":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:module","1":"py:function"},terms:{"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":122,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":103,"01852v1":8,"03m":103,"0424m":103,"0473v3":9,"04\u4ee5\u4e0a":86,"04\u4ee5\u53camaco":88,"0630u":103,"06u":103,"08083v2":8,"0810u":103,"08823112e":4,"0957m":103,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":106,"0\u5c42\u5e8f\u5217":89,"0_cudnn5":83,"0_cudnn5_avx_mkl":86,"0_cudnn7_avx_mkl":86,"0ab":8,"0rc1":71,"0rc2":71,"0x10f256d50":50,"0x7ffe4de00110":50,"100m":80,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":122,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":122,"101\u5c42\u7f51\u7edc\u6a21\u578b":122,"10g":41,"1150u":103,"11\u5b9e\u73b0\u4e86c":55,"11e6":110,"12194102e":4,"124n":103,"128\u7ef4\u548c256\u7ef4":121,"12\u4ee5\u4e0a":86,"12\u64cd\u4f5c\u7cfb\u7edf":77,"13m":110,"1490u":103,"14\u7248\u672c\u4ee5\u4e0a\u7684":117,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":108,"152\u5c42\u7f51\u7edc\u6a21\u578b":122,"15501715e":4,"1550u":103,"15\u884c":90,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":82,"16u":103,"173m":122,"173n":103,"1770u":103,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":110,"197u":103,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":83,"1\u7684\u5c42\u4e4b\u5916":108,"1\u7a00\u758f\u6570\u636e":96,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":108,"210u":103,"211839e770f7b538e2d8":9,"215n":103,"228u":103,"234m":122,"2520u":103,"25639710e":4,"25k":123,"2680u":103,"26\u884c":90,"27787406e":4,"279n":103,"27m":103,"285m":103,"2863m":103,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":2,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":2,"28m":103,"2977m":103,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":82,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":111,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":108,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":111,"302n":103,"30u":103,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":121,"32777140e":4,"328n":103,"32\u7ef4":121,"32u":103,"32x32":14,"331n":103,"3320u":103,"36540484e":4,"36u":103,"3710m":103,"3768m":103,"387u":103,"38u":103,"3920u":103,"39u":103,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":86,"3\u53f7gpu":80,"4035m":103,"4090u":103,"4096mb":106,"4279m":103,"43630644e":4,"43u":103,"448a5b355b84":110,"4560u":103,"4563m":103,"45u":103,"4650u":103,"4726m":103,"473m":110,"48565123e":4,"48684503e":4,"49316648e":4,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":82,"4gb":106,"4yf":8,"500m":80,"50\u5c42":122,"50\u5c42\u7f51\u7edc\u6a21\u578b":122,"51111044e":4,"514u":103,"525n":103,"526u":103,"53018653e":4,"536u":103,"5460u":103,"5470u":103,"54u":103,"5690m":103,"573u":103,"578n":103,"5798m":103,"586u":103,"58s":110,"5969m":103,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":121,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":86,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":86,"5_cudnn5_avx_mkl":86,"5delta":8,"6080u":103,"6082v4":8,"6140u":103,"6305m":103,"639u":103,"64\u5e73\u53f0\u4e3a\u4f8b":115,"64\u7ef4":121,"64m":53,"655u":103,"6780u":103,"6810u":103,"682u":103,"6970u":103,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":103,"6\u4ee5\u4e0a":[86,88],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":86,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":121,"704u":103,"70634608e":4,"7090u":103,"72296313e":4,"72u":103,"73u":103,"75u":103,"760u":103,"767u":103,"783n":103,"784u":103,"78m":103,"7\u4ee5\u4e0a":115,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":86,"7\u4ee5\u4e0b":115,"7\u548cpip":77,"7\u7248\u672c\u5f00\u59cb":115,"7\u7cfb\u5217":86,"7eamaa":14,"7kb":110,"8250u":103,"8300u":103,"830n":103,"849m":103,"85625684e":4,"861u":103,"8661m":103,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":121,"877\u884c":121,"892m":103,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":82,"901n":103,"90u":103,"918u":103,"9247m":103,"924n":103,"9261m":103,"93137714e":4,"9330m":103,"94u":103,"9530m":103,"96644767e":4,"983m":103,"988u":103,"997u":103,"99982715e":4,"99m":122,"99u":103,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":116,"9f18":110,"\u4e00":90,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":89,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":89,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":97,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":109,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":110,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":89,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":89,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":89,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":92,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":89,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":89,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":89,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":89,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":92,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":92,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":92,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":117,"\u4e00\u4e2a\u6216\u591a\u4e2a":109,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":80,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":103,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":89,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":89,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":96,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":96,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":96,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":97,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":82,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":106,"\u4e00\u4e2alabel":90,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":93,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":123,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":109,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u4eba":90,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":92,"\u4e00\u53f0\u7535\u8111":94,"\u4e00\u65e9":90,"\u4e00\u662fbatch":80,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":94,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":109,"\u4e00\u6b21\u6027\u676f\u5b50":90,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u81f4":[89,90],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":71,"\u4e00\u822c\u4ece":95,"\u4e00\u822c\u5728paddlepaddle\u4e2d":90,"\u4e00\u822c\u60c5\u51b5\u4e0b":1,"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":2,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":82,"\u4e00\u822c\u6765\u8bf4":93,"\u4e00\u822c\u8868\u793a":90,"\u4e00\u822c\u8bbe\u7f6e":82,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":123,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,87],"\u4e0a":95,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":117,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":71,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":104,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":90,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":111,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0a\u7f16\u8bd1\u5f88\u6162":94,"\u4e0a\u7f51":90,"\u4e0a\u8fd0\u884c":115,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":82,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":84,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":94,"\u4e0a\u8ff0\u7684":81,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":103,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":97,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":97,"\u4e0b":97,"\u4e0b\u540c":82,"\u4e0b\u56fe\u4e2d\u5c31\u5c55\u793a\u4e86\u4e00\u4e9b\u5173\u4e8e\u5185\u5b58\u6570\u636e\u8fc1\u5f99\u548c\u8ba1\u7b97\u8d44\u6e90\u5229\u7528\u7387\u7684\u5efa\u8bae":103,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":122,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":96,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":92,"\u4e0b\u6587\u4f7f\u7528":111,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":110,"\u4e0b\u6b21":90,"\u4e0b\u7684":111,"\u4e0b\u8868\u5c55\u793a\u4e86batch":122,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":110,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":84,"\u4e0b\u8f7dgpu\u7248\u672c\u7684docker\u955c\u50cf":84,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":103,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":97,"\u4e0b\u9762\u4ee5":104,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":97,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":98,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":109,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":55,"\u4e0b\u9762\u5217\u51fa\u4e86":93,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":96,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":111,"\u4e0b\u9762\u662f":97,"\u4e0b\u9762\u662f\u5bf9":97,"\u4e0b\u9762\u7684\u4ee3\u7801\u5c06\u968f\u673a\u751f\u6210\u7684\u77e9\u9635\u8f6c\u5316\u4e3a\u53ef\u4ee5\u88abpaddlepaddle\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570":82,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":96,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":122,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":122,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":97,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":96,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":87,"\u4e0b\u9762\u89e3\u91ca\u4ee3\u7801\u4e2d\u4e00\u4e9b\u5173\u952e\u7684\u5730\u65b9":97,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":89,"\u4e0d":90,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":94,"\u4e0d\u4f1a\u518d\u4ece":80,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":94,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":54,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":96,"\u4e0d\u4f7f\u7528c":54,"\u4e0d\u4f7f\u7528swig":54,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":97,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":97,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":97,"\u4e0d\u540c\u4e3b\u673a":109,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":81,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":97,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":106,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":122,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":93,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":54,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":80,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":111,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,87],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":109,"\u4e0d\u540c\u8bbe\u5907":97,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":54,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":92,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":92,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":90,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":109,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":98,"\u4e0d\u5728":55,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5c11":90,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":54,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":54,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":92,"\u4e0d\u6307\u5b9a\u65f6":92,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":109,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,87],"\u4e0d\u662f\u771f\u6b63\u7684layer":81,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":81,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":54,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":95,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":97,"\u4e0d\u80fd\u592a\u968f\u610f":95,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":95,"\u4e0d\u8fc7":90,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":94,"\u4e0d\u8fdc":90,"\u4e0d\u9519":90,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":94,"\u4e0d\u9700\u8981\u8bbe\u7f6e":115,"\u4e0e":[97,102,111,121],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":71,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":90,"\u4e0e\u53ef\u80fd\u6709\u7684":71,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":104,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":102,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":82,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":104,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":111,"\u4e0e\u8c03\u4f18":102,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":80,"\u4e0ejob":111,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":97,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":97,"\u4e0epython\u4e0d\u540c":102,"\u4e14":90,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":95,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":54,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":102,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,87],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":109,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":90,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":55,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":54,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":54,"\u4e24":90,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":99,"\u4e24\u4e2a\u5d4c\u5957\u7684":92,"\u4e24\u4e2a\u64cd\u4f5c":103,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":90,"\u4e24\u4e2a\u90e8\u5206":99,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":80,"\u4e24\u79cd\u7c7b\u522b":123,"\u4e24\u79cdblas\u5e93":83,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":80,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":71,"\u4e2a":123,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":80,"\u4e2a\u6027\u5316\u63a8\u8350":71,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":106,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":106,"\u4e2d":[54,55,80,96,97,98,102,111,123],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":95,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":121,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":104,"\u4e2d\u4f20\u5165\u53c2\u6570":104,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":104,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":80,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":90,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":117,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":123,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":115,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":115,"\u4e2d\u5305\u542bc":[115,117],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":95,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":95,"\u4e2d\u5b8c\u5168\u4e00\u81f4":54,"\u4e2d\u5b9a\u4e49":93,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":92,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":55,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":122,"\u4e2d\u6307\u5b9a":106,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":108,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":122,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":98,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":122,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":83,"\u4e2d\u6587\u6587\u6863":99,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":99,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":90,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":80,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":111,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":106,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":97,"\u4e2d\u7684":[98,122],"\u4e2d\u7684\u4e00\u884c":[2,95],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":104,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":95,"\u4e2d\u7684\u6570\u636e":122,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":122,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":109,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u83b7\u53d6":111,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":104,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":96,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":97,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":93,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":80,"\u4e3a":[2,93,97,115,116,117],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":97,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":95,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":96,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":84,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":109,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":96,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":94,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":92,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":95,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":55,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":102,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":115,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":103,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[115,116],"\u4e3a\u4ec0\u4e48\u7528":94,"\u4e3a\u4f8b":[81,97,123],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":97,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":123,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":82,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":84,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":103,"\u4e3a\u60f3\u4fee\u6b63\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u6a21\u578b\u7684\u547d\u4ee4":121,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":104,"\u4e3a\u6b64":110,"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":97,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":96,"\u4e3aconst\u51fd\u6570":97,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":96,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":106,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":87,"\u4e3b\u8981\u539f\u56e0":90,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":80,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":97,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":123,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":82,"\u4e3e\u4f8b":80,"\u4e3e\u4f8b\u8bf4\u660e":90,"\u4e4b\u524d":95,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":123,"\u4e4b\u540e":[87,96],"\u4e4b\u540e\u4f7f\u7528":96,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":96,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":96,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":83,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":55,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":94,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":92,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":96,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":102,"\u4e58\u9664\u7b49\u65f6\u5019":80,"\u4e5f":90,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":54,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":92,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":55,"\u4e5f\u4e0d\u751f\u6210":55,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":81,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":94,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":95,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":109,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":92,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":104,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":103,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":111,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":123,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":109,"\u4e5f\u53ef\u5199\u6210":97,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":116,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":115,"\u4e5f\u5c31\u662f":95,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":123,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":94,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":95,"\u4e5f\u5c31\u662f\u8bf4":[106,108,121],"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":111,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":103,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":90,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":109,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":92,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":77,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":123,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":54,"\u4e7e":90,"\u4e86":[90,94],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":102,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":103,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":93,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":93,"\u4e8c\u7ef4\u77e9\u9635":122,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":90,"\u4e8c\u8fdb\u5236":121,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":102,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":102,"\u4e92\u76f8\u901a\u4fe1":109,"\u4e94\u661f\u7ea7":90,"\u4ea4\u4e92\u7684\u65b9\u6cd5":102,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":115,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":115,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":115,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":116,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":116,"\u4ea4\u53c9\u7f16\u8bd1raspberri":117,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":115,"\u4ea4\u901a":90,"\u4ea4\u901a\u4fbf\u5229":90,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[115,116],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":84,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec0\u4e48\u662f":94,"\u4ec5\u4ec5\u4f7f\u7528":54,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":96,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":96,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":111,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":115,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":104,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":109,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":123,"\u4ece":[71,78,103],"\u4ece0\u5230num":106,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":104,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":92,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":103,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":82,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":90,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":123,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":116,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":115,"\u4ece\u6e90\u7801\u7f16\u8bd1":85,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":96,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":78,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":123,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":92,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":104,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":90,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":121,"\u4ececmake":115,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ecestart":106,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":95,"\u4ed4\u7ec6\u89c2\u5bdf":122,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":55,"\u4ed6\u4eec\u5206\u522b\u662f":90,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":94,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":90,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":122,"\u4ed6\u662f\u5c06":55,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":54,"\u4ee3\u66ff":111,"\u4ee3\u7801\u4e2d9":90,"\u4ee3\u7801\u53c2\u8003":104,"\u4ee3\u7801\u5982\u4e0b":[80,81,82,93],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":95,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":54,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":102,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":97,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":111,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5":81,"\u4ee5\u4e0a":[95,115],"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":35,"\u4ee5\u4e0b":35,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":93,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":94,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":84,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":104,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":95,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":123,"\u4ee5\u4e0b\u793a\u8303\u5982\u4f55\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u4e2d\u6587\u5b57\u5178\u548c\u8bcd\u5411\u91cf\u8fdb\u884c\u77ed\u8bed\u6539\u5199":121,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":84,"\u4ee5\u4f7f\u7528":115,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":82,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":104,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":96,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":96,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":94,"\u4ee5\u53ca":[94,96],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":93,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":94,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":89,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":117,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":97,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":92,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":96,"\u4ee5\u53caandroid":115,"\u4ee5\u53caandroid\u6240\u9700":115,"\u4ee5\u53cagcc":83,"\u4ee5\u53canumpi":35,"\u4ee5\u53carelu":96,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":115,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":116,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":1,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[115,116,117],"\u4ee5\u8f93\u51fa":80,"\u4ee5\u9017\u53f7":121,"\u4ee5\u9017\u53f7\u95f4\u9694":106,"\u4ee5eigentensor\u4e3a\u4f8b":98,"\u4ee5embedding\u5c42\u4e3a\u4f8b":82,"\u4ee5lstm\u4e3a\u4f8b":81,"\u4ef7\u683c":90,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":104,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":104,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":90,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":96,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":102,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":111,"\u4f1a\u5171\u4eab\u53c2\u6570":82,"\u4f1a\u5173\u8054\u53c2\u6570":81,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":104,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":106,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":90,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":111,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":99,"\u4f1a\u5927\u4e0d\u76f8\u540c":104,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":80,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":92,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":54,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":92,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":80,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":92,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":102,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":2,"\u4f1a\u628a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u5206\u522b\u5206\u5272\u6210\u591a\u4e2a\u6587\u4ef6":104,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":80,"\u4f1a\u62a5\u9519":92,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":1,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":2,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":102,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":54,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":96,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":95,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":83,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":111,"\u4f1a\u88ab":104,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":92,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":95,"\u4f20\u5165":[2,35],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":4,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":4,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":82,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":106,"\u4f46":55,"\u4f46\u4e0d\u66b4\u9732":55,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":96,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":106,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":90,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":90,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":92,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":83,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":71,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":90,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":80,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":71,"\u4f46\u662f":[80,90],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":55,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":105,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":90,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":104,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":95,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":108,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":80,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":94,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":54,"\u4f46\u662f\u8c03\u8bd5python\u4e2d\u4f7f\u7528\u7684\u52a8\u6001\u94fe\u63a5\u5e93\u4e0e\u76f4\u63a5\u8c03\u8bd5\u539f\u59cb\u4e8c\u8fdb\u5236\u76f8\u6bd4\u589e\u52a0\u4e86\u5f88\u591a\u590d\u6742\u5ea6":102,"\u4f46\u662fbatch":80,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,87],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,87],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":86,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":97,"\u4f46eigen":98,"\u4f4d\u7f6e":90,"\u4f4f":90,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":90,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":93,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":97,"\u4f5c\u4e3a\u53c2\u6570\u7684id":82,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":92,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":54,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":83,"\u4f5c\u4e3a\u8f93\u51fa":93,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":90,"\u4f5c\u7528":89,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":122,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":123,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":121,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":122,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":123,"\u4f60\u53ef\u4ee5\u4f7f\u7528":122,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":108,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":122,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":122,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":121,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":122,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":122,"\u4f60\u9700\u8981\u4e00\u4e9b\u66f4\u590d\u6742\u7684\u5355\u5143\u6d4b\u8bd5\u6765\u4fdd\u8bc1\u4f60\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42\u662f\u6b63\u786e\u7684":96,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":108,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":96,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":96,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":123,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":77,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":96,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":104,"\u4f7f\u7528":[55,71,80,81,82,90,92,93,96,102,103,106,115,123],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":108,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":108,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":122,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":108,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":108,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":96,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":80,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":110,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":82,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":121,"\u4f7f\u7528\u52a8\u6001\u5e93":54,"\u4f7f\u7528\u53c2\u6570":[83,104],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":115,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":80,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":80,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":121,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":93,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":102,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":111,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":110,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":97,"\u4f7f\u7528\u6587\u6863":97,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":80,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":55,"\u4f7f\u7528\u6848\u4f8b":107,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":104,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":55,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":106,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":92,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":122,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":106,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":106,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":82,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":90,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":96,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":54,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":121,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":55,"\u4f7f\u7528c99\u505a\u63a5\u53e3":54,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":54,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":54,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":106,"\u4f7f\u7528cmake\u7684\u8bdd":102,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":108,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":108,"\u4f7f\u7528docker":84,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":84,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":85,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":94,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":99,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":83,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":115,"\u4f7f\u7528init":108,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":90,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":90,"\u4f7f\u7528model":108,"\u4f7f\u7528openblas\u7684\u955c\u50cf":84,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":115,"\u4f7f\u7528paddlepaddl":123,"\u4f7f\u7528pip\u5b89\u88c5":85,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":106,"\u4f7f\u7528regress":71,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":54,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":54,"\u4f7f\u7528void":54,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":82,"\u4f86":90,"\u4f8b\u5982":[2,35,54,55,71,80,81,83,87,90,93,96,103,105,106,108,111,122,123],"\u4f8b\u5982\u4e0a\u6587\u7684pod":109,"\u4f8b\u5982\u4e0b\u56fe\u4e2d":102,"\u4f8b\u5982\u4f7f\u7528":80,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":54,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":54,"\u4f8b\u5982\u5bf9\u4e8epython":54,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":90,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":90,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":90,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":80,"\u4f8b\u5982c":54,"\u4f8b\u5982hostpath":109,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":54,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":111,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":54,"\u4f8b\u5982python\u7684":54,"\u4f8b\u5982sigmoid":96,"\u4f8b\u5982sigmoid\u53d8\u6362":123,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":104,"\u4f8b\u5b50\u4e2d\u662f":96,"\u4f8b\u5b50\u4e2d\u662f0":96,"\u4f8b\u5b50\u4e2d\u662f100":96,"\u4f8b\u5b50\u4e2d\u662f4096":96,"\u4f8b\u5b50\u4e2d\u662f8192":96,"\u4f8b\u5b50\u4e2d\u662ffc":96,"\u4f8b\u5b50\u4e2d\u662fsoftmax":96,"\u4f8b\u5b50\u4f7f\u7528":109,"\u4f9bpaddlepaddle\u52a0\u8f7d":106,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":97,"\u4f9d\u6b21\u7c7b\u63a8":71,"\u4f9d\u8d56":[83,86],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":84,"\u4f9d\u8d56libpython2":83,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":109,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":109,"\u4fbf\u5229":90,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":90,"\u4fbf\u5b9c":90,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":54,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":106,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":82,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":106,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":106,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":122,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":95,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":104,"\u4fee\u590d\u6240\u6709bug\u540e":71,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":71,"\u4fee\u590dubuntu":71,"\u4fee\u6539":[109,110],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":110,"\u4fee\u6539\u6210":71,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":103,"\u4fee\u6539\u6587\u6863":100,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[90,95],"\u503c\u5f97\u6df1\u5165\u5206\u6790":103,"\u503c\u7c7b\u578b":108,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":82,"\u5047\u8bbe":96,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":84,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":96,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":80,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":121,"\u504f\u7f6e\u53c2\u6570":122,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":96,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":98,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":71,"\u505a\u63a5\u53e3":54,"\u505a\u68af\u5ea6\u68c0\u6d4b":97,"\u505a\u68c0\u67e5":97,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":106,"\u505c\u7535":90,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":102,"\u5143\u7d20":89,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":89,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":102,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":55,"\u5148\u627e\u51fa\u53c2\u6570":81,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":77,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":102,"\u5148\u8c03\u7528initializer\u51fd\u6570":123,"\u514b\u9686\u4e0b\u9762":117,"\u5168\u5bb6":90,"\u5168\u8fde\u63a5\u5c42":121,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":96,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":122,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":96,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":96,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":96,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":96,"\u516c\u5f0f":84,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":97,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":97,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":111,"\u5171\u670932":121,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":97,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":90,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":95,"\u5173\u4e8eavx":84,"\u5173\u4e8eeigen":98,"\u5173\u4e8elstm":81,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":111,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":87,"\u5173\u4e8eunbound":92,"\u5173\u952e\u8bcd\u5305\u62ec":95,"\u5176\u4e2d":[2,54,71,80,82,87,93,96,102,115,117,121,122],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":122,"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":104,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":116,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":116,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":116,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":123,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":1,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":89,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":2,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":122,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":106,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":106,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":4,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":87,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":98,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":94,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":80,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":80,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":55,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":123,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":108,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":71,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":83,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[115,116],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":93,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":96,"\u5176\u4f59\u884c\u662f":121,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":109,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":123,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":102,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":123,"\u5176\u5b83layer\u7684\u8f93\u51fa":92,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":80,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":109,"\u5176\u6b21":[2,90,123],"\u5176\u8bf4\u660e\u5982\u4e0b":90,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":93,"\u5176name\u7531\u53c2\u6570":81,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[55,80],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":94,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":55,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,80,96],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":92,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":103,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":77,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":123,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":77,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":122,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,55,95],"\u5177\u4f53\u8bf7\u89c1":95,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":90,"\u5185":93,"\u5185\u5b58":103,"\u5185\u5b58\u4e0d\u8db3":78,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":106,"\u5185\u5bb9":[97,123],"\u5185\u5bb9\u5982\u4e0b":110,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":90,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":111,"\u5185\u90e8":111,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":54,"\u518d\u4ee5":97,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":82,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":54,"\u518d\u57fa\u4e8e":71,"\u518d\u5b89\u88c5":[77,86],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":90,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":90,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":90,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":104,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":102,"\u518d\u6307\u5b9a":83,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":102,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":103,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":102,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":96,"\u518d\u901a\u8fc7\u51fd\u6570":111,"\u5197\u4f59\u7b49\u529f\u80fd":109,"\u5199\u4ee3\u7801":54,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u662f\u4e00\u4e2a\u9a8c\u8bc1\u65b0\u5b9e\u73b0\u7684\u5c42\u662f\u5426\u6b63\u786e\u7684\u76f8\u5bf9\u7b80\u5355\u7684\u529e\u6cd5":96,"\u5199\u7684":102,"\u51c6\u5907":90,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":104,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":104,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":104,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":80,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":80,"\u51cf\u5c0fbatch":80,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":104,"\u51fa\u53bb\u73a9":90,"\u51fa\u5dee":90,"\u51fa\u6765":90,"\u51fa\u73b0":77,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":82,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":81,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[77,86],"\u51fd\u6570":[2,93,96,102,103],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":97,"\u51fd\u6570\u5047\u8bbe":93,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":103,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":92,"\u51fd\u6570\u540d":102,"\u51fd\u6570\u540d\u4e3a":55,"\u51fd\u6570\u547d\u540d":54,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":97,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":102,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":96,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":96,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":92,"\u51fd\u6570\u603b\u65f6\u95f4":102,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":96,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":103,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":4,"\u51fd\u6570\u7684":2,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":96,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":96,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":102,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":102,"\u51fd\u6570\u91cc\u5b9e\u73b0":97,"\u5206\u4e3a\u597d\u8bc4":123,"\u5206\u522b\u4e3a":121,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":92,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":90,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":92,"\u5206\u522b\u662f":89,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":93,"\u5206\u522b\u662fsentences\u548clabel":90,"\u5206\u522b\u662fwords\u548clabel":90,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":96,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":90,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":109,"\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u901a\u5e38\u4f1a\u901a\u8fc7api\u6216\u8005\u73af\u5883\u53d8\u91cf\u63d0\u4f9b\u4efb\u52a1\u8fd0\u884c\u9700\u8981\u7684\u53c2\u6570":104,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":104,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[71,95],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":71,"\u5206\u652f\u4e0a":95,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":95,"\u5206\u652f\u4e2d":71,"\u5206\u652f\u4e3a\u5f00\u53d1":71,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":71,"\u5206\u652f\u4e3a\u7a33\u5b9a":71,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":71,"\u5206\u652f\u5408\u5165":71,"\u5206\u652f\u5408\u5165master\u5206\u652f":71,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":71,"\u5206\u652f\u540d":95,"\u5206\u652f\u540d\u4e3a":71,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":71,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":71,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":97,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":71,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":71,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":115,"\u5206\u652f\u89c4\u8303":95,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":103,"\u5206\u7247":34,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":2,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":122,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":121,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":121,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":121,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":106,"\u5206\u9694":121,"\u5207\u6362\u5230":95,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":95,"\u5217\u540d":102,"\u5217\u8868\u5982\u4e0b":[2,87],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":96,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":83,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":116,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":106,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":106,"\u5219\u53ef\u8bbe\u7f6e":[115,116,117],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":123,"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":104,"\u5219\u5ffd\u7565":34,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":106,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":103,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":106,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":55,"\u5219\u8bbe\u7f6e\u6210":[115,117],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":80,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":116,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":83,"\u5219\u9700\u8981\u624b\u52a8\u62f7\u8d1d\u5c5e\u4e8e\u6bcf\u4e2atrainer\u8282\u70b9\u7684\u8bad\u7ec3\u6570\u636e\u5230\u5bf9\u5e94\u7684\u8282\u70b9\u4e0a":104,"\u5219\u9700\u8981\u914d\u7f6e":109,"\u521b\u5efa\u4e00\u4e2a":88,"\u521b\u5efa\u4e00\u4e2akubernet":111,"\u521b\u5efa\u53cd\u5411op\u5bf9\u5e94\u7684\u524d\u5411op":97,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":95,"\u521b\u5efa\u6210\u529f\u540e":111,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":104,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":96,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":96,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":106,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":121,"\u521d\u59cb\u5316\u7236\u7c7b":96,"\u521d\u59cb\u5316biases_":96,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":92,"\u5220\u9664":95,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":116,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":80,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":123,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":80,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":92,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":123,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":109,"\u5229\u843d":90,"\u522b\u4eba\u5e2e\u4e86\u5fd9":95,"\u522b\u5fd8\u4e86":94,"\u5230":[34,77,93],"\u5230\u672c\u5730":95,"\u5230\u6b64":97,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":111,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":111,"\u5237\u7259":90,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":111,"\u524d\u53f0":90,"\u524d\u5411\u4f20\u64ad":96,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":96,"\u524d\u5411\u548c\u540e\u5411":96,"\u524d\u5411op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":97,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":97,"\u524d\u5411operator\u5355\u6d4b":97,"\u524d\u8005\u5728":80,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":97,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":80,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":97,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":95,"\u524d\u9700\u8981\u5b89\u88c5":102,"\u524d\u9988":104,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":71,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":96,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":123,"\u52a0\u5165":103,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":93,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":93,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":82,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":82,"\u52a0\u8f7dtest":106,"\u52a0\u901f\u7f16\u8bd1":83,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":80,"\u52a8\u6001\u5e93":54,"\u52a9\u624b":96,"\u5305":102,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":121,"\u5305\u542b3\u4e2a\u5c5e\u6027":121,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":55,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":83,"\u5305\u542b\u6240\u6709\u548c\u524d\u7aef\u7f51\u9875\u8bbe\u8ba1\u76f8\u5173\u7684\u6587\u4ef6":99,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":104,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":104,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":102,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":97,"\u5305\u62ec":[35,104,106,123],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":80,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ec\u751f\u6210cpu":83,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":87,"\u5305\u62ec\u7b80\u5355\u7684":123,"\u5305\u62ecbool":108,"\u5305\u62eclinux":115,"\u5305\u7684\u65b9\u6cd5\u662f":77,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":90,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":90,"\u5341\u4e00":90,"\u534e\u6da6\u4e07\u5bb6":90,"\u534f\u540c\u5b8c\u6210releas":71,"\u5355\u4e2a\u503c":35,"\u5355\u4f4d\u662fmb":106,"\u5355\u5143\u6d4b\u8bd5":[94,98],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":77,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":97,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":94,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":105,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":90,"\u5355\u53cc\u5c42rnn":91,"\u5355\u5c42":92,"\u5355\u5c42\u4e0d\u7b49\u957frnn":90,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":90,"\u5355\u5c42\u5e8f\u5217":89,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":89,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":89,"\u5355\u5c42\u6216\u53cc\u5c42":89,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":90,"\u5355\u5c42rnn":[90,92],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":90,"\u5355\u673acpu\u8bad\u7ec3":80,"\u5355\u673agpu\u8bad\u7ec3":80,"\u5355\u6b65\u51fd\u6570":93,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":93,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":93,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":93,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":97,"\u5355\u70b9\u6545\u969c":34,"\u5355\u7eaf\u7684":102,"\u5355\u8fdb\u5355\u51fa":92,"\u5360\u4f4d\u7b26":121,"\u5360\u7528\u4e8617":102,"\u536b\u751f":90,"\u5373":[55,80,81,97,99,111,123],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":2,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":90,"\u5373\u4e0d\u5141\u8bb8\u5728":97,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":90,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":90,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":90,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":90,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":90,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":90,"\u5373\u4f7f\u7528":[55,81],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":55,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":106,"\u5373\u4f7fc":55,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":55,"\u5373\u4fbf\u662f":94,"\u5373\u4fbf\u8bbe\u7f6e":77,"\u5373\u4fbfpaddl":55,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":92,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":93,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":90,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":92,"\u5373\u53ef":95,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":80,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":115,"\u5373\u53ef\u5728":117,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":86,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":84,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":102,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":102,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":90,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":80,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,87],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":55,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":123,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":90,"\u5373\u5f53\u524d\u65f6\u95f4\u6b65\u4e0b\u7684\u795e\u7ecf\u7f51\u7edc\u4f9d\u8d56\u524d\u4e00\u4e2a\u65f6\u95f4\u6b65\u795e\u7ecf\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u8f93\u51fa":90,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":98,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":92,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":90,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":89,"\u5373\u6574\u6570\u6570\u7ec4":90,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":90,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":90,"\u5373\u66b4\u9732":55,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":90,"\u5373\u7f51\u5361\u540d":111,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":80,"\u5373\u8bbe\u7f6e":80,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":84,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":54,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":82,"\u5373input":92,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":90,"\u5377\u79ef\u5c42\u6743\u91cd":122,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":123,"\u5378\u8f7dpaddlepaddle\u5305":77,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":98,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":90,"\u539f\u56e0":95,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":77,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":95,"\u53bb\u8fc7":90,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,28,54,80,94,96,104,105,111,121,122],"\u53c2\u6570\u4e3a":97,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":82,"\u53c2\u6570\u540d":122,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":104,"\u53c2\u6570\u6570\u91cf":123,"\u53c2\u6570\u670d\u52a1\u5668":[104,105],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":104,"\u53c2\u6570\u670d\u52a1\u5668\u4e5f\u4e0d\u4f1a\u7b49\u5f85\u8ba1\u7b97\u8282\u70b9\u5168\u90e8\u90fd\u63d0\u4ea4\u68af\u5ea6\u4e4b\u540e\u624d\u5f00\u59cb\u4e0b\u4e00\u6b65":104,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":104,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":106,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":106,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":106,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":106,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":106,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":80,"\u53c2\u6570\u6982\u8ff0":107,"\u53c2\u6570\u7684\u89e3\u6790":111,"\u53c2\u6570\u7ef4\u5ea6":121,"\u53c2\u6570\u884c":121,"\u53c2\u6570\u8bbe\u7f6e":79,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":90,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":84,"\u53c2\u6570\u8f93\u5165":80,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":93,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":95,"\u53c2\u8003":[44,54,84,109],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":103,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":90,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":104,"\u53c2\u8003\u955c\u50cf\u7684":111,"\u53c8":90,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":89,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":80,"\u53ca":96,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":93,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53cc\u5c42":92,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":90,"\u53cc\u5c42\u5e8f\u5217":89,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":89,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":90,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":89,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":92,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":89,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":89,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":89,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":90,"\u53cc\u5c42rnn":92,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":90,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":90,"\u53cc\u8fdb\u5355\u51fa":92,"\u53cc\u8fdb\u53cc\u51fa":92,"\u53cd\u5411\u4f20\u64ad":96,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":96,"\u53cd\u5411\u5355\u5143\u6d4b\u8bd5\u51fd\u6570\u9700\u8981\u4ee5":97,"\u53cd\u5411op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":97,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":97,"\u53cd\u5411op\u7c7b":97,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":97,"\u53cd\u5411operator\u5355\u6d4b":97,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":97,"\u53d1\u5e03\u5230dockerhub":71,"\u53d1\u5e03\u5230github":71,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":80,"\u53d1\u884c\u548c\u7ef4\u62a4":95,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":106,"\u53d6\u503c\u76f8\u540c\u7684layer":81,"\u53d6\u51b3\u4e8e":97,"\u53d8\u6362\u77e9\u9635":96,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":90,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":123,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":117,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":103,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":80,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":108,"\u53e6\u5916":[90,94],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":122,"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":86,"\u53ea\u4f5c\u4e3aread":92,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":106,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":83,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":122,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":90,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":123,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":55,"\u53ea\u6709":90,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":121,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":85,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":106,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":92,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":81,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":108,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":81,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":54,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":90,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":80,"\u53ea\u8bfbmemory\u8f93\u5165":92,"\u53ea\u9488\u5bf9\u5185\u5b58":80,"\u53ea\u9700\u4e2d\u65ad":104,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":104,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":93,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":2,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":2,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5":[84,90,95],"\u53ef\u4ee5\u4ece":84,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":86,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":82,"\u53ef\u4ee5\u4f7f\u7528":[82,104],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":86,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":82,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":82,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":106,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":111,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":80,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":110,"\u53ef\u4ee5\u521b\u5efa\u975e":97,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":84,"\u53ef\u4ee5\u53c2\u8003":[84,90,93,94,95,109,111],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":78,"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":121,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":87,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":98,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":103,"\u53ef\u4ee5\u5728":[83,104],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":54,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":111,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":95,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":109,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":104,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":98,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":109,"\u53ef\u4ee5\u5c06cmake":102,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":92,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":97,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":84,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":103,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":94,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":84,"\u53ef\u4ee5\u6267\u884c":[77,86],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":99,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":83,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":94,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":83,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":90,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":83,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":83,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[89,92],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":92,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":104,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":96,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":92,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":102,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":92,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":106,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u67e5\u770b":111,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":110,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":108,"\u53ef\u4ee5\u7528":[44,94],"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":109,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":4,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":95,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":103,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":89,"\u53ef\u4ee5\u770b\u51fa":104,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":102,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":103,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":71,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":80,"\u53ef\u4ee5\u8054\u7cfbop":78,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":78,"\u53ef\u4ee5\u88c5\u7684\u662f":94,"\u53ef\u4ee5\u8bbe\u7f6e":[102,115,116,117],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":81,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":98,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":87,"\u53ef\u4ee5\u8fd0\u884c":104,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":83,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":108,"\u53ef\u4ee5\u901a\u8fc7":[95,109],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":93,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":84,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":123,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":102,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[77,86],"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":116,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":116,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":108,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":123,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":111,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":80,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":82,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":103,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":94,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":97,"\u53ef\u8bbe\u7f6e":[115,116],"\u53ef\u8bbe\u7f6e\u4e3a":116,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":116,"\u53ef\u9009":[2,83,96,104],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":83,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":81,"\u53f3\u8fb9\u662f":122,"\u5403":90,"\u5403\u996d":90,"\u5404\u65b9\u9762":90,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":97,"\u5408":90,"\u5408\u7406":90,"\u540c\u65f6":[77,80,103],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":83,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":80,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":95,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":92,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":123,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":122,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":123,"\u540c\u65f6\u5176\u5185\u90e8\u5b9e\u73b0\u53ef\u4ee5\u907f\u514d\u7eafcpu\u7248\u672cpaddlepaddle\u5728\u6267\u884c\u672c\u8bed\u53e5\u65f6\u53d1\u751f\u5d29\u6e83":103,"\u540c\u65f6\u518d\u5c06":71,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":2,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":80,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":82,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":94,"\u540c\u65f6\u63d0\u8d77":71,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":108,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":80,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":80,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":4,"\u540c\u6837":87,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":106,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":92,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":97,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":106,"\u540c\u7406":97,"\u540d\u5b57\u4fee\u9970":54,"\u540d\u79f0":123,"\u540e":[82,83,95,111,115,116,117],"\u540e\u5411\u4f20\u64ad":96,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":96,"\u540e\u7f00\u4e3a":104,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":80,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":80,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":97,"\u540e\u8005\u7ee7\u627f\u81ea":97,"\u540e\u9988":104,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411\u91cfenable_parallel_vector":105,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":71,"\u5417":94,"\u5426\u5219":[1,97,115,117],"\u5426\u5219\u4f1a\u628a":95,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":106,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":106,"\u5426\u5219\u4f7f\u7528gpu":108,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":93,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":54,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":104,"\u542b\u4e49":[102,122],"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":96,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":96,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":96,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":104,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":111,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":106,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":106,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":104,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":106,"\u5440":90,"\u5468\u56f4":90,"\u547d\u4ee4\u4e3a":[77,110],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":110,"\u547d\u4ee4\u5220\u9664":[115,116,117],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":83,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":123,"\u547d\u4ee4\u65f6":115,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":94,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":94,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":94,"\u547d\u4ee4\u884c\u4e2d\u7684":102,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":123,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":83,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":104,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":94,"\u547d\u540d\u4e3a":95,"\u547d\u540d\u7a7a\u95f4":109,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":109,"\u547d\u540d\u89c4\u8303":97,"\u547d\u540d\u8bf7\u9075\u5b88":97,"\u548c":[35,54,55,71,80,81,82,83,90,93,94,95,96,97,98,99,102,103,104,108,109,115,117,121,123],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":90,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,87],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":97,"\u548c\u4e2d\u6587\u6587\u6863":99,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":80,"\u548c\u504f\u7f6e\u5411\u91cf":96,"\u548c\u5185\u5b58":94,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":89,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":102,"\u548c\u5bf9\u8c61\u5b58\u50a8api":109,"\u548c\u5dee\u8bc4":123,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":89,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":104,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":93,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":94,"\u548c\u68af\u5ea6\u622a\u65ad":123,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":90,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u548c\u90e8\u5206layer":92,"\u548cpool":89,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":104,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":122,"\u54c1\u8d28":90,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u54ea\u4e9b\u4e0d\u662f":90,"\u5546\u52a1":90,"\u554a":90,"\u5668":123,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,87],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":96,"\u56e0\u4e3a\u53c2\u6570":108,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":93,"\u56e0\u4e3a\u5b83\u6bd4":93,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":111,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":109,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":94,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":94,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":102,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3ac":102,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":77,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":54,"\u56e0\u6b64":[1,2,90,92,96,97,115],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":90,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":121,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":98,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":98,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":90,"\u56e0\u6b64\u5f53":115,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":96,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":105,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":122,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":77,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe":122,"\u56fe\u50cf\u5206\u7c7b":71,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":122,"\u56fe\u8868":84,"\u5728":[2,55,71,89,90,93,94,95,97,102,104,116,122,123],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":110,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":96,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":104,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":102,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":106,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":90,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":97,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":110,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":123,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":109,"\u5728\u4e4b\u540e\u7684":80,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":84,"\u5728\u4efb\u610f\u65f6\u95f4\u67d0\u4e00\u53f0\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u4fdd\u5b58\u7684\u53c2\u6570\u53ef\u80fd\u6bd4\u53e6\u4e00\u53f0\u8981\u66f4\u65b0":104,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":104,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":104,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":104,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":87,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":71,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":96,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":98,"\u5728\u51c6\u5907\u53d1\u8d77":95,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u51fd\u6570":111,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":106,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":106,"\u5728\u521b\u5efaparameters\u540e":82,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":90,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":106,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":106,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":90,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":80,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":90,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":109,"\u5728\u542f\u52a8job\u4e4b\u524d":111,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":102,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":95,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":106,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":104,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":87,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":87,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":55,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":81,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":84,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":111,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":111,"\u5728\u5c42\u4e2d\u6307\u5b9a":108,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":92,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f02\u6b65sgd\u4e2d":104,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":55,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":96,"\u5728\u5f97\u5230":111,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":93,"\u5728\u6267\u884c\u65f6":98,"\u5728\u63d0\u4ea4":95,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":87,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":123,"\u5728\u672c\u4f8b\u4e2d":[90,95,108],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":93,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u672c\u793a\u4f8b\u4e2d":90,"\u5728\u672c\u8282\u4e2d":93,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":106,"\u5728\u6837\u4f8b\u4e2d":55,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":123,"\u5728\u6b64":[105,108],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":123,"\u5728\u6b64\u611f\u8c22":121,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":93,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":90,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":93,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":111,"\u5728\u6d4b\u8bd5\u9636\u6bb5":106,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":122,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":95,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":109,"\u5728\u751f\u6210\u65f6":93,"\u5728\u7528\u6237\u4f7f\u7528c":55,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":82,"\u5728\u76f8\u5e94layer\u7684":81,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":104,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u7ec4\u5408\u65f6":87,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[115,117],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":96,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":89,"\u5728\u8bad\u7ec3\u4e2d":93,"\u5728\u8bad\u7ec3\u4e4b\u524d":111,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":121,"\u5728\u8bad\u7ec3\u65f6":110,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":111,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":106,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[115,116,117],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":71,"\u5728\u8be5\u793a\u4f8b\u4e2d":82,"\u5728\u8be5\u914d\u7f6e\u76847":90,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":123,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":103,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":92,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":102,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":98,"\u5728\u8fd9\u4e2a":71,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[96,110],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":90,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":54,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":103,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":93,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":71,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":55,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":55,"\u5728\u8fd9\u4e9blayer\u4e2d":90,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":98,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":98,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[93,96],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":92,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":110,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":111,"\u5728\u8fd9\u91cc":92,"\u5728\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u5168\u8fde\u63a5\u5c42\u4f5c\u4e3a\u4f8b\u5b50\u6765\u5c55\u793a\u5b9e\u73b0\u65b0\u7f51\u7edc\u5c42\u6240\u9700\u8981\u7684\u56db\u4e2a\u6b65\u9aa4":96,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":98,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":98,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":104,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":87,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":122,"\u5728\u91c7\u7528sgd":82,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":108,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":80,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":115,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":115,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":109,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":77,"\u5728c":54,"\u5728c\u7684\u5934\u6587\u4ef6":54,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[115,116],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":83,"\u5728eigen\u4e2d":98,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":2,"\u5728ios\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":116,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":116,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":109,"\u5728main":102,"\u5728paddl":111,"\u5728paddle\u4e2d":108,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":35,"\u5728paddlepaddle\u4e2d":[87,92],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":81,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":81,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":90,"\u5728paramet":34,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":97,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":92,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":92,"\u5728trainer":108,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":104,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":90,"\u5730\u7406\u4f4d\u7f6e":90,"\u5730\u94c1\u7ad9":90,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":55,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":122,"\u5747\u5300\u5206\u5e03":82,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":106,"\u5747\u662f\u5728":55,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":90,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":90,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":92,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[3,123],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":88,"\u57fa\u672c\u76f8\u540c":121,"\u57fa\u7c7b":97,"\u586b\u5199":95,"\u589e\u52a0":97,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":110,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":97,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":108,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":96,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":103,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":123,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":92,"\u5907\u6ce8":103,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":103,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":90,"\u5916\u5c42outer_step\u4e2d":90,"\u591a\u4e2a\u503c":35,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":80,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":80,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":123,"\u591a\u4e2aip\u4f7f\u7528":104,"\u591a\u4e2aparamet":34,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":92,"\u591a\u673a\u8bad\u7ec3":80,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":92,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":96,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":96,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":96,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":54,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":94,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":84,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":80,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":94,"\u5927\u90e8\u5206":102,"\u5929":90,"\u5929\u4e00\u5e7f\u573a":90,"\u5929\u4e00\u9601":90,"\u5934\u4fe1\u606f\u4e2d":82,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":96,"\u5934\u6587\u4ef6\u5982\u4e0b":96,"\u597d":90,"\u597d\u5403":90,"\u597d\u8bc4":123,"\u5982":[2,93,95,97,108],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":98,"\u5982\u4e0b":[2,104],"\u5982\u4e0b\u56fe\u6240\u793a":[90,103],"\u5982\u4e0b\u6240\u793a":[108,122],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":123,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":2,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":1,"\u5982\u4f55\u8d21\u732e":100,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":123,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u6709":97,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":96,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":122,"\u5982\u679c\u4e0d\u4e3a0":106,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":104,"\u5982\u679c\u4e0d\u4f7f\u7528docker":83,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":83,"\u5982\u679c\u4e0d\u5207\u8bcd":123,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":102,"\u5982\u679c\u4e0d\u6536\u655b":82,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":106,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":83,"\u5982\u679c\u4e3afals":106,"\u5982\u679c\u4e3atrue":[2,106],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":83,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":95,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":86,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":106,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":93,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":108,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":106,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":116,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[115,117],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":93,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":96,"\u5982\u679c\u4f7f\u7528":121,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":83,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":83,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":109,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":54,"\u5982\u679c\u5173\u95edmkl":83,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":77,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":80,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":121,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":78,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":104,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":86,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":106,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":106,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":106,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":82,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":97,"\u5982\u679c\u5931\u8d25":71,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":34,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":80,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":111,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":104,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":78,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":84,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":84,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":83,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":94,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":84,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":103,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":83,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":2,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":103,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":103,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":98,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":90,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":103,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":94,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":103,"\u5982\u679c\u6267\u884c\u5931\u8d25":109,"\u5982\u679c\u6267\u884c\u6210\u529f":122,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":80,"\u5982\u679c\u63d0\u793a\u6b63\u786e":99,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":78,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":109,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":92,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":92,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":95,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":71,"\u5982\u679c\u672a\u8bbe\u7f6e":106,"\u5982\u679c\u672a\u8bbe\u7f6egpu":108,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":55,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":55,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":55,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":103,"\u5982\u679c\u68c0\u67e5\u5230\u5206\u914d\u5728\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u53c2\u6570\u7684\u5206\u5e03\u4e0d\u5747\u5300\u6b21\u6570\u5927\u4e8echeck":106,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":84,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":92,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":95,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":106,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":94,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":2,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":81,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":121,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":82,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":54,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":94,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":103,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":104,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":77,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[77,86],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[77,86],"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":94,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":96,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":93,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":71,"\u5982\u679c\u8981\u542f\u7528gpu":104,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":95,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":95,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":82,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":82,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":106,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":95,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":54,"\u5982\u679c\u8f93\u51fa\u662fno":84,"\u5982\u679c\u8fd0\u884c":77,"\u5982\u679c\u8fd0\u884c\u6210\u529f":122,"\u5982\u679c\u8fd8\u4e0d\u884c":77,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[86,88],"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":96,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":96,"\u5982\u679c\u9700\u8981\u83b7\u53d6":86,"\u5982\u679cgpu":97,"\u5982\u679clearning_rate\u592a\u5927":82,"\u5982\u679clearning_rate\u592a\u5c0f":82,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0gpu":97,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":97,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":77,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":116,"\u5982\u679cparamet":34,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":95,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":80,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":95,"\u5982\u9ad8\u4eae\u90e8\u5206":103,"\u5982train":104,"\u5b50":90,"\u5b50\u53e5":92,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":92,"\u5b50\u76ee\u5f55":94,"\u5b57\u5178\u5171\u5305\u542b":121,"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":121,"\u5b57\u6bb5\u4e2d":111,"\u5b57\u6bb5\u4e3a\u4f8b":80,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":111,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":111,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b58\u50a8\u5377":109,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b66\u4e60":94,"\u5b66\u4e60\u6210\u672c\u9ad8":54,"\u5b66\u4e60\u7387\u4e3a":82,"\u5b81\u6ce2":90,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":122,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":96,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":96,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u53eb\u505a":93,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":104,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":95,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":103,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":96,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":93,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":93,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":104,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":122,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":81,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":88,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":96,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":90,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":90,"\u5b83\u6709\u52a9\u4e8e\u5e2e\u52a9\u9891\u7e41\u4fee\u6539\u548c\u8bbf\u95ee\u5de5\u4f5c\u533a\u6587\u4ef6\u7684\u7528\u6237\u51cf\u5c11\u8d1f\u62c5":104,"\u5b83\u7684":93,"\u5b83\u7684\u529f\u80fd\u662f":97,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":89,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":96,"\u5b83\u8868\u793a":94,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":96,"\u5b89\u6392":90,"\u5b89\u88c5":102,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":88,"\u5b89\u88c5\u540e":84,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":55,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":99,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[104,116],"\u5b89\u88c5\u5b8c\u6bd5\u540e":102,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":94,"\u5b89\u88c5\u6587\u6863":87,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":104,"\u5b89\u88c5\u6d41\u7a0b":123,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":123,"\u5b89\u9759":90,"\u5b8c\u6210":95,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":92,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":111,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":84,"\u5b8c\u6210\u5b89\u88c5":86,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":89,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":87,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":80,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":82,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":4,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":96,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":93,"\u5b98\u65b9\u6587\u6863":83,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":92,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":92,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":81,"\u5b9a\u4e49\u4f4d\u7f6e":97,"\u5b9a\u4e49\u5728\u5916\u5c42":92,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":106,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":93,"\u5b9a\u4e49\u7c7b\u578b":97,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":93,"\u5b9a\u4e49\u8f93\u5165":97,"\u5b9a\u4e49\u8f93\u51fa":97,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":93,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":93,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":87,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":90,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":96,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":93,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":96,"\u5b9e\u73b0\u5728":97,"\u5b9e\u73b0\u5bf9":98,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":97,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":96,"\u5b9e\u73b0\u7684":81,"\u5b9e\u73b0\u7b80\u5355":54,"\u5b9e\u73b0\u7ec6\u8282":96,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":96,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":96,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":92,"\u5b9e\u73b0\u8be5\u5c42\u7684c":96,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":81,"\u5b9e\u9645\u4e0a\u53ea\u6709":122,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":80,"\u5ba2\u6237":90,"\u5bb6":90,"\u5bb9\u5668":109,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":109,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":111,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":115,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":80,"\u5bbf\u4e3b\u673a\u7684c":[115,116,117],"\u5bbf\u4e3b\u673a\u76ee\u5f55":109,"\u5bc4\u5b58\u5668\u4f7f\u7528\u60c5\u51b5\u548c\u5171\u4eab\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u80fd\u8ba9\u6211\u4eec\u5bf9gpu\u7684\u6574\u4f53\u4f7f\u7528\u6709\u66f4\u597d\u7684\u7406\u89e3":103,"\u5bf9":90,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,87],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,87],"\u5bf9\u4e8e":93,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":104,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":104,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":54,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":90,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":94,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":90,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":90,"\u5bf9\u4e8e\u53cc\u5c42rnn":90,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":54,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":90,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":84,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":54,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":54,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":102,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":96,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":104,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":90,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":90,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":55,"\u5bf9\u4e8e\u6bcf\u79cdc":55,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":123,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":93,"\u5bf9\u4e8eamazon":123,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":103,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":96,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":82,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":95,"\u5bf9\u5e94":116,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":92,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":92,"\u5bf9\u5e94\u4e8e\u5b57\u5178":121,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":97,"\u5bf9\u6574\u4e2a\u65b0\u5411\u91cf\u96c6\u5408\u7684\u6bcf\u4e00\u4e2a\u7ef4\u5ea6\u53d6\u6700\u5927\u503c\u6765\u8868\u793a\u6700\u540e\u7684\u53e5\u5b50":123,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":96,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":96,"\u5bf9\u6bd4":54,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":97,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":96,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":95,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":95,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":123,"\u5bf9\u8c61":82,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":55,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":92,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":71,"\u5bf9\u9762":90,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,87],"\u5bfb\u627epython\u4e0ec":102,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":55,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":80,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":80,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":80,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":77,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":82,"\u5c01\u88c5\u4e86":103,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":96,"\u5c06":[2,71,82,103,123],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":93,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":104,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":115,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":115,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":106,"\u5c06\u5176\u8bbe\u7f6e\u6210":80,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":90,"\u5c06\u542b\u6709\u5b50\u53e5":92,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":109,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":90,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":106,"\u5c06\u5927\u91cf\u7684":54,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":82,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":93,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":102,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":102,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":104,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":121,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":71,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":96,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":82,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":95,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":2,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":111,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":111,"\u5c06\u7528\u4e8epython":97,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":111,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":121,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":111,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":123,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":104,"\u5c06\u8fd9\u79cd\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u8fde\u63a5\u7528\u4e00\u4e2a\u7279\u6b8a\u7684\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5b9e\u73b0":90,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":95,"\u5c06\u900f\u660e":104,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":80,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":84,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":111,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":71,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":104,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":82,"\u5c06recurr":81,"\u5c1a\u53ef":90,"\u5c31":90,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":83,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":102,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":84,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":109,"\u5c31\u53ef\u4ee5\u6309":94,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":80,"\u5c31\u662f":90,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":103,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":123,"\u5c31\u8fd9\u4e48\u7b80\u5355":84,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":103,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":54,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":84,"\u5c3a\u5bf8":122,"\u5c3d\u65e9\u62a5\u9519":97,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":96,"\u5c42\u6743\u91cd":122,"\u5c42\u6b21\u5316\u7684rnn":92,"\u5c42\u7279\u5f81":122,"\u5c42\u7684\u540d\u79f0\u4e0e":93,"\u5c42\u7684\u5927\u5c0f":96,"\u5c42\u7684\u7279\u5f81":122,"\u5c42\u7684\u7c7b\u578b":96,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":93,"\u5c45\u7136":90,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":123,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":102,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":81,"\u5c5e\u6027":97,"\u5de5\u4f5c\u6a21\u5f0f":106,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":104,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":104,"\u5de5\u5177\u5408\u5e76fat\u5e93":116,"\u5de5\u5177\u6765\u7ba1\u7406":95,"\u5de5\u5177\u94fe":115,"\u5de5\u5177\u94fe\u7684android":115,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":102,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":122,"\u5de6\u8fb9\u662f":122,"\u5dee\u8bc4":123,"\u5df2\u6253\u5f00":95,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":106,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":103,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":97,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":92,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":92,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":89,"\u5e38\u5e38\u51fa\u73b0":77,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":123,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[115,116],"\u5e38\u89c1\u7684\u5305\u62ec":102,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":109,"\u5e72\u51c0":90,"\u5e73\u53f0\u4e3a\u60f3\u89c2\u6d4b\u8bcd\u5411\u91cf\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u6587\u672c\u6a21\u578b\u7684\u529f\u80fd":121,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e0d\u4fdd\u8bc1":96,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":90,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":111,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":90,"\u5e76\u4e0d\u96be":94,"\u5e76\u4e14":[2,93],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":84,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":98,"\u5e76\u4e14\u4f1a\u6839\u636e":115,"\u5e76\u4e14\u4f7f\u7528":55,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":90,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":108,"\u5e76\u4e14\u5305\u62ecunit":95,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":122,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":80,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":111,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":2,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":54,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":123,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":1,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":122,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":87,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":116,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":94,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":77,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":97,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":95,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":54,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":97,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":95,"\u5e76\u4e14\u8fd0\u884c":94,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":96,"\u5e76\u4e14cpu":97,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":82,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":104,"\u5e76\u4f7f\u7528\u4e86dropout":123,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":104,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":95,"\u5e76\u521b\u5efaoptim":87,"\u5e76\u521d\u59cb\u5316":97,"\u5e76\u5220\u9664":71,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":71,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":86,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":104,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":96,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":93,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":96,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":81,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":97,"\u5e76\u5b89\u88c5\u4e86python":77,"\u5e76\u5b89\u88c5\u6700\u65b0":86,"\u5e76\u5b89\u88c5\u6709python2":88,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":104,"\u5e76\u5b9a\u4e49\u5143\u7c7b":97,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":77,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":96,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":93,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":81,"\u5e76\u5c06c":55,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":84,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":78,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":104,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":86,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":54,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":97,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":97,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":88,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":121,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":86,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[115,117],"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":104,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":104,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u89c2\u5bdf\u7ed3\u679c":103,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":97,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":95,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":87,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":71,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":123,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":71,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":97,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":102,"\u5e8a\u4e0a\u7528\u54c1":90,"\u5e8a\u57ab":90,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":89,"\u5e8f\u5217\u6570\u636e\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u9762\u5bf9\u7684\u4e00\u79cd\u4e3b\u8981\u8f93\u5165\u6570\u636e\u7c7b\u578b":92,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":89,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":92,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":92,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":89,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":80,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":93,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":93,"\u5e94\u7528\u6a21\u578b":123,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":95,"\u5e94\u8be5":90,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":93,"\u5e94\u8be5\u8bf4\u8c22\u8c22":95,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":94,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":82,"\u5e95\u5c42\u8fdb\u7a0b":104,"\u5efa\u7acb\u4e00\u4e2a":95,"\u5efa\u8bae":[71,85,95],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":106,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":55,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":95,"\u5f00\u53d1\u5206\u652f":86,"\u5f00\u53d1\u8005\u4f7f\u7528":94,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":71,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":71,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":71,"\u5f00\u53d1\u955c\u50cf":95,"\u5f00\u542f":83,"\u5f00\u5934":97,"\u5f00\u5934\u7684\u90e8\u5206":104,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":104,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f00\u59cb\u6807\u8bb0":93,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":104,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":123,"\u5f00\u59cb\u9636\u6bb5":103,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":105,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":55,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":93,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":92,"\u5f3a\u70c8\u63a8\u8350":90,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":93,"\u5f53":108,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":96,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":82,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":2,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":93,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":82,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":96,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":90,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":104,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":104,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":104,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":123,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":123,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":71,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":106,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":106,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":109,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":82,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":82,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":82,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":82,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":82,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":82,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":102,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":111,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":106,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":123,"\u5f53\u6a21\u5f0f\u4e3a":106,"\u5f53\u7136":[84,103],"\u5f53\u7136\u53ef\u4ee5":94,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":55,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":81,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":96,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":93,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":106,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":108,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":98,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f53n1":80,"\u5f62\u6210recurr":92,"\u5f62\u6210recurrent\u8fde\u63a5":92,"\u5f62\u72b6":122,"\u5f88":[90,123],"\u5f88\u591a":[90,94],"\u5f88\u5b89\u9759":90,"\u5f88\u5e72\u51c0":90,"\u5f88\u65b9\u4fbf":90,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":103,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":78,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":54,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":90,"\u5f97\u4f7f\u7528":54,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":123,"\u5f97\u5230\u8f93\u51fa\u503c":97,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":92,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":93,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":93,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":93,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":93,"\u5faa\u73af\u7f51\u7edc\u4ece":93,"\u5fc5\u8981":55,"\u5fc5\u9009":104,"\u5fc5\u987b":96,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":90,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":92,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":89,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":93,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[115,116],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":116,"\u5fc5\u987b\u914d\u7f6e\u4e3a":117,"\u5feb":90,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":109,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":109,"\u6027\u4ef7\u6bd4":90,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":102,"\u6027\u80fd\u5206\u6790":103,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":103,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":103,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":94,"\u6027\u80fd\u8c03\u4f18":105,"\u6027\u80fdtip":[115,116],"\u603b\u4f53\u6765\u8bf4":90,"\u603b\u7aef\u53e3\u4e2a\u6570":104,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":121,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":84,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":103,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":86,"\u60a8\u53ef\u4ee5\u4efb\u610f\u4f7f\u7528\u4e00\u4e2a\u6216\u4e24\u4e2a\u6765\u5bf9\u611f\u5174\u8da3\u7684\u4ee3\u7801\u6bb5\u505a\u6027\u80fd\u5206\u6790":103,"\u60a8\u53ef\u4ee5\u5728":84,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":84,"\u60a8\u53ef\u4ee5\u5bfc\u5165":103,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":104,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":103,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":104,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":93,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":103,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":103,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":103,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":103,"\u60c5\u611f\u5206\u6790":71,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":93,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":106,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":106,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":106,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":106,"\u611f\u89c9":90,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":111,"\u6210\u5458":97,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":104,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":96,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":103,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":55,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":87,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":96,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":110,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":111,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":123,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e2a\u8bad\u7ec3\u4efb\u52a1\u90fd\u4f1a\u5728\u6bcf\u4e2a\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4":104,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":96,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":96,"\u6211\u4eec\u4f7f\u7528":96,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":87,"\u6211\u4eec\u4f7f\u7528\u4e86":90,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":54,"\u6211\u4eec\u4f7f\u7528paddl":104,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":122,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":108,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":98,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":87,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":110,"\u6211\u4eec\u53ea\u9700\u8981":94,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":90,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":123,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":95,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":94,"\u6211\u4eec\u53ef\u4ee5":94,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":102,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":87,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":93,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":87,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":98,"\u6211\u4eec\u53ef\u4ee5\u5728":95,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":102,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":87,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":87,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":89,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":102,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":92,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":102,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":111,"\u6211\u4eec\u5728":98,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":93,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":123,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":93,"\u6211\u4eec\u5c06":111,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":90,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":110,"\u6211\u4eec\u5c06\u4ee5":123,"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":123,"\u6211\u4eec\u5c06\u4f7f\u7528":93,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":93,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":90,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":123,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":105,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":123,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":123,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":123,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":95,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":93,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":96,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":96,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":81,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":123,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":115,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[84,104],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":83,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":83,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":122,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":84,"\u6211\u4eec\u63d0\u4f9b\u4e86c":122,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":84,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":90,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":54,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":93,"\u6211\u4eec\u7684":94,"\u6211\u4eec\u7684\u5b57\u5178\u4f7f\u7528\u5185\u90e8\u7684\u5206\u8bcd\u5de5\u5177\u5bf9\u767e\u5ea6\u77e5\u9053\u548c\u767e\u5ea6\u767e\u79d1\u7684\u8bed\u6599\u8fdb\u884c\u5206\u8bcd\u540e\u4ea7\u751f":121,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":95,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":90,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":90,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":95,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":89,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":98,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":110,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":93,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":90,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":97,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":90,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":111,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":123,"\u6211\u4eec\u9700\u8981":94,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":98,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":110,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":104,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":98,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":96,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":121,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":87,"\u6211\u5220\u9664\u4e86":95,"\u6211\u53ef\u4ee5\u7528":94,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":94,"\u6216":[2,103],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":89,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":89,"\u6216\u4e00\u4e2a\u5411\u91cf":92,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":89,"\u6216\u6700\u5927\u503c":89,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":89,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":89,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":104,"\u6216\u8005":[54,55,80,89,90,94,97,102,103],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[89,92],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":103,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":84,"\u6216\u8005\u53cd\u5411\u5730\u4ece":93,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":104,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":106,"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":34,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":105,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":90,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":89,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":103,"\u6216\u8005\u66f4\u65e9":82,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":90,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":122,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":80,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[115,117],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":80,"\u6216\u8005\u8fd0\u884c":77,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":108,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216gpu":106,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":80,"\u623f":90,"\u623f\u95f4":90,"\u6240\u4ee5":[2,80,84,102],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":4,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":81,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":80,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":110,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":90,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":109,"\u6240\u4ee5\u5bf9":90,"\u6240\u4ee5\u5f00\u53d1\u8005\u9700\u8981\u6839\u636e\u81ea\u5df1\u8bad\u7ec3\u4efb\u52a1\u7684\u5b9e\u9645\u573a\u666f\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5272\u548c":104,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":103,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":110,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":111,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":86,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":90,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":86,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":81,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":96,"\u6240\u4f7f\u7528":116,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":115,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":90,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":55,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":95,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":106,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":104,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":115,"\u6240\u6709\u7684":[95,96],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":96,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":55,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":90,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":96,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":96,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":55,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":96,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":93,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":123,"\u6240\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u7684\u7684\u6df1\u5ea6\u6bd4\u4e4b\u524d\u4f7f\u7528\u7684\u7f51\u7edc\u6709\u5927\u5e45\u5ea6\u7684\u63d0\u9ad8":122,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":115,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":117,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":54,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":86,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":90,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":103,"\u6253\u5f00":103,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":99,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":55,"\u6267\u884c":[88,104],"\u6267\u884c\u4e0a\u8ff0":115,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":83,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":104,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":86,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":104,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":88,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":97,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":83,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":84,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[115,116,117],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":104,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":93,"\u6267\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u5e76\u7b49\u5f85\u548c\u8ba1\u7b97\u8282\u70b9\u7684\u6570\u636e\u4ea4\u4e92":104,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[115,116,117],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":103,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":122,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":109,"\u627e\u5230":[83,93,104],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":78,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":103,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":103,"\u628a":[35,96],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":98,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":94,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":110,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":94,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":93,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":93,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":121,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":121,"\u62c6\u89e3":92,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":90,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":104,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":104,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":111,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":104,"\u62fc\u63a5":80,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":123,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":84,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":104,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":102,"\u6307\u5411\u4e00\u4e2alayer":92,"\u6307\u5b9a":[80,81,92,93],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":106,"\u6307\u5b9a\u4f7f\u75282":80,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":123,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":97,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":106,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":102,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":97,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":84,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":122,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":122,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":83,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":122,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":122,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":97,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":123,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":123,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":92,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":80,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":123,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":84,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":106,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":90,"\u6307\u5f00\u542fhttp\u670d\u52a1":102,"\u6307\u6d88\u9664\u74f6\u9888":102,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":106,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":106,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":106,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":106,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":106,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":106,"\u6307\u793a\u662f\u5426\u68c0\u67e5\u6240\u6709\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u7684\u5206\u5e03\u662f\u5747\u5300\u7684":106,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":106,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":111,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":94,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":81,"\u6309\u94ae":95,"\u633a":90,"\u633a\u597d":90,"\u6355\u83b7":123,"\u6362":90,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":89,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":87,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":87,"\u63a5\u4e0b\u6765":[97,123],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":103,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":103,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":95,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":95,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":123,"\u63a5\u4e0b\u6765\u7b49\u5f85":95,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":97,"\u63a5\u53e3":[54,55,97,98],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":98,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":55,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":122,"\u63a5\u53e3\u662f":35,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":98,"\u63a5\u53e3\u6709\u4e00\u4e2a":80,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":123,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":122,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":122,"\u63a5\u53e3\u7684":80,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236":106,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":96,"\u63a8\u8350":90,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":83,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":83,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":95,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":94,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":123,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":97,"\u63cf\u8ff0\u95ee\u9898":95,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":109,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":99,"\u63d0\u4ea4pull":95,"\u63d0\u4f9b":104,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":111,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":104,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":102,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":104,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":104,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":89,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":104,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":121,"\u63d0\u793a":77,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":87,"\u64cd\u4f5c":90,"\u64cd\u4f5c\u7cfb\u7edf":[86,94],"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":117,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[91,92],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":104,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":115,"\u652f\u6301\u7684\u6700\u5c0fandroid":115,"\u652f\u6301\u7f16\u8bd1\u5668":115,"\u652f\u6301rbd":109,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":111,"\u653e\u5fc3":90,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":90,"\u6548\u679c\u5982\u4e0b":102,"\u6548\u679c\u603b\u7ed3":123,"\u6559\u7a0b":84,"\u6570":92,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":92,"\u6570\u636e":44,"\u6570\u636e\u4e2d0":82,"\u6570\u636e\u5206\u7247":104,"\u6570\u636e\u5217\u8868":122,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":121,"\u6570\u636e\u63d0\u4f9b\u5668":105,"\u6570\u636e\u7c7b\u578b":4,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":2,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":54,"\u6570\u636e\u8f93\u5165":92,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":44,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":35,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":35,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":123,"\u6570\u76ee":108,"\u6574\u4f53":90,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":90,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":111,"\u6574\u6570":96,"\u6574\u6570\u6807\u7b7e":[2,87],"\u6574\u6d01":90,"\u6587\u4ef6":[54,94,95,97,110],"\u6587\u4ef6\u4e2d":[97,111,122],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":122,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":122,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":97,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":97,"\u6587\u4ef6\u4e2d\u6ce8\u518cgpu":97,"\u6587\u4ef6\u4e2d\u7684":122,"\u6587\u4ef6\u4e3a":80,"\u6587\u4ef6\u4e4b\u5916":95,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":122,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":44,"\u6587\u4ef6\u5185\u5bb9\u4e3a":54,"\u6587\u4ef6\u540d":102,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":104,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u547d\u540d\u4ee5":97,"\u6587\u4ef6\u59390":111,"\u6587\u4ef6\u5939\u4e0b":99,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u6587\u4ef6\u7684\u6539\u53d8":95,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":123,"\u6587\u4ef6model":108,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":84,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":123,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":123,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":123,"\u6587\u6863":77,"\u6587\u68631":98,"\u6587\u68632":98,"\u6587\u6863\u8f83\u5c11":98,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":99,"\u6587\u7ae0":111,"\u65b0":90,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":96,"\u65b0\u624b\u5165\u95e8":114,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":71,"\u65b9\u4fbf":90,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":85,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":71,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u5f0f1":80,"\u65b9\u5f0f2":80,"\u65b9\u6cd5\u4e00":108,"\u65b9\u6cd5\u4e09":108,"\u65b9\u6cd5\u4e8c":108,"\u65c1\u8fb9":90,"\u65e0":90,"\u65e0\u5ef6\u8fdf":106,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":54,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":35,"\u65e0\u8bba\u662f\u4ece":35,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":35,"\u65e0\u9ed8\u8ba4\u503c":[115,117],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":78,"\u65e9\u9910":90,"\u65f6":[34,80,82,89,93,96,106,111,115],"\u65f6\u5019":90,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":123,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":116,"\u65f6\u88ab\u8bad\u7ec3\u7684":96,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":108,"\u65f6\u95f4":90,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":90,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":82,"\u6620\u5c04\u4e3a":94,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":96,"\u662f":[44,77,86,90],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":96,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":103,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":103,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":89,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":89,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":54,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":103,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":108,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":55,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":96,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":102,"\u662f\u4e00\u4e2aunbound":92,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,87],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":92,"\u662f\u4e00\u7ec4":109,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":110,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":54,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":2,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":2,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":2,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":82,"\u662f\u504f\u5dee":93,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":55,"\u662f\u5411\u91cf":96,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":83,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":92,"\u662f\u5426\u4f7f\u7528":116,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":83,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":106,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":96,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":115,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[115,116],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":83,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[115,117],"\u662f\u5426\u4f7f\u80fd":116,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":83,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":97,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":104,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":106,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":83,"\u662f\u5426\u5fc5\u9009":104,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":106,"\u662f\u5426\u652f\u6301gpu":83,"\u662f\u5426\u663e\u793a":106,"\u662f\u5426\u7a00\u758f":96,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":83,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":83,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":83,"\u662f\u5426\u7f16\u8bd1c":116,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":83,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":83,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":83,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":106,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":94,"\u662f\u56e0\u4e3ac99\u652f\u6301":54,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":93,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":96,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":96,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":102,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":84,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":89,"\u662f\u6211\u4eec":95,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":102,"\u662f\u6307":55,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":90,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":90,"\u662f\u6570\u636e\u8f93\u5165":93,"\u662f\u6709\u610f\u4e49\u7684":90,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":93,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":94,"\u662f\u7528\u6237\u4f7f\u7528c":55,"\u662f\u7684":94,"\u662f\u77e9\u9635":96,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":96,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":96,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":96,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":96,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":96,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":96,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":96,"\u662f\u8f93\u5165":93,"\u662f\u8fd9\u4e00\u7c7b\u7684":81,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":122,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":103,"\u662fc":55,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":92,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":109,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":103,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":92,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":123,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":109,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":96,"\u662frnn\u72b6\u6001":93,"\u663e":123,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u7136":102,"\u665a":90,"\u6682\u4e0d\u8003\u8651\u5728\u5185":80,"\u6682\u65e0":86,"\u6682\u65f6\u4e0d\u652f\u6301python3":86,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":55,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":94,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":77,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":98,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":92,"\u66f4\u5feb":93,"\u66f4\u65b0":77,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":94,"\u66f4\u65b0\u6a21\u5f0f":80,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":99,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":80,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":82,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":123,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":88,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":123,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":123,"\u66f4\u8fdb\u4e00\u6b65":92,"\u66f4\u9ad8":93,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":92,"\u6700":90,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":111,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,84,95,96,104,123],"\u6700\u540e\u4e00\u4e2a":89,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":87,"\u6700\u540e\u518d\u8c03\u7528mutabl":98,"\u6700\u540e\u5220\u9664":71,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":96,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":116,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":106,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":54,"\u6700\u65b0\u7684\u4ee3\u7801":95,"\u6700\u65b0\u7684paddlepaddl":[77,84],"\u6700\u7ec8":96,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":92,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":87,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":92,"\u6708\u6e56":90,"\u6709":90,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":109,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[115,116,117],"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":96,"\u6709\u4e9b\u5c42\u6216\u8005\u6fc0\u6d3b\u9700\u8981\u505a\u5f52\u4e00\u5316\u4ee5\u4fdd\u8bc1\u5b83\u4eec\u7684\u8f93\u51fa\u7684\u548c\u662f\u4e00\u4e2a\u5e38\u6570":96,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":80,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":94,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[115,116],"\u6709\u5173":90,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":115,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":87,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":111,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":104,"\u6709\u591a\u96be":94,"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":94,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":94,"\u6709\u6807\u51c6\u7684":54,"\u6709\u7684\u65f6\u5019":54,"\u6709\u7684\u65f6\u5019\u7b80\u7b80\u5355\u5355\u7684\u6539\u53d8\u5c31\u80fd\u5728\u6027\u80fd\u4e0a\u4ea7\u751f\u660e\u663e\u7684\u4f18\u5316\u6548\u679c":103,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":77,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":102,"\u670d\u52a1":90,"\u670d\u52a1\u5458":90,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":104,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":82,"\u672a\u77e5\u8bcd":121,"\u672a\u8bbe\u7f6e":116,"\u672c\u4f8b\u4e2d\u4e3a0":121,"\u672c\u4f8b\u4e2d\u4e3a32":121,"\u672c\u4f8b\u4e2d\u4e3a4":121,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":2,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":90,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":2,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":2,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":123,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":123,"\u672c\u4f8b\u7684":2,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":123,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":123,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":71,"\u672c\u5730":[77,86],"\u672c\u5730\u6d4b\u8bd5":105,"\u672c\u5730\u8bad\u7ec3":105,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":79,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":108,"\u672c\u5b9e\u4f8b\u4e2d":121,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":123,"\u672c\u5c42\u5c3a\u5bf8":122,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":122,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":122,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":97,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":93,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":122,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":90,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":94,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":90,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":90,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":109,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":111,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528paddlepaddle\u5728\u4e0d\u540c\u7684\u96c6\u7fa4\u6846\u67b6\u4e0b\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":104,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":121,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":109,"\u672c\u6587\u6863\u5c06\u4ee5linux":115,"\u672c\u6587\u6863\u63cf\u8ff0paddl":55,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":116,"\u672c\u6765":90,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":111,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":111,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":111,"\u672c\u6b21\u8bd5\u9a8c":123,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":90,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":90,"\u673a\u5668\u4e0a\u4ee5\u53ca":117,"\u673a\u5668\u7684\u8bbe\u5907":108,"\u673a\u5668\u7ffb\u8bd1":71,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":106,"\u6761\u4ef6\u4e0b":109,"\u6765":90,"\u6765\u4ee3\u66ff":95,"\u6765\u4f7f\u7528dropout":81,"\u6765\u4f7f\u7528dropout\u7684":81,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":96,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":103,"\u6765\u521d\u59cb\u5316\u53c2\u6570":82,"\u6765\u542f\u52a8\u548c":94,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":87,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":93,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":90,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":123,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[115,116],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":96,"\u6765\u6267\u884c":94,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":122,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":98,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":97,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":87,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":102,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":102,"\u6765\u6ce8\u518c\u8be5\u5c42":96,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":108,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":94,"\u6765\u786e\u4fdd\u628a":54,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":94,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":96,"\u6765\u8868\u793a":93,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":93,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":54,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":80,"\u6765\u8ba1\u7b97\u68af\u5ea6":96,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":90,"\u6765\u8bbe\u7f6e":82,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8c03\u6574":95,"\u6765\u8c03\u7528":94,"\u6765\u8fd0\u884c\u5305\u62ec":94,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":94,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":103,"\u6765\u8fd0\u884c\u955c\u50cf":84,"\u6765\u8fdb\u884c\u8ba8\u8bba":55,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":80,"\u676f\u5b50":90,"\u6784\u5efa":115,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":115,"\u6784\u5efa\u76ee\u6807\u4e3a":116,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":89,"\u6784\u9020":111,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":97,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":97,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":116,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":116,"\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u4e00\u4e2a\u8f93\u5165\u4e3a\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":90,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":105,"\u67e5\u770b":[95,123],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":95,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":95,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":95,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":78,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":110,"\u6807\u51c6":86,"\u6807\u51c6\u5dee\u4e3a":82,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":71,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":102,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":102,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":106,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":102,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":102,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":102,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":94,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":115,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":108,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":111,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":121,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":106,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":98,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":105,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":106,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":106,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":110,"\u6839\u636eport":104,"\u683c\u5f0f":106,"\u683c\u5f0f\u5982\u4e0b":123,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":97,"\u683c\u5f0f\u8bf4\u660e":121,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":116,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":116,"\u68af\u5ea6\u4f1a\u5c31\u5730":96,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":104,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":106,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":96,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":106,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":96,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":96,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":97,"\u68d2":123,"\u697c\u5c42":90,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":98,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":80,"\u6a21\u578b\u5171\u5305\u542b1":121,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":34,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":123,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":104,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":93,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":93,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":93,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":121,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":93,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":123,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":87,"\u6a21\u578b\u8def\u5f84":122,"\u6a21\u578b\u914d\u7f6e":[0,79],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":54,"\u6a21\u578b\u91c7\u7528":121,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":102,"\u6a2a\u5411\u62fc\u63a5":80,"\u6b21":90,"\u6b22\u8fce\u901a\u8fc7":95,"\u6b63\u6837\u672c":123,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":77,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":105,"\u6b64\u547d\u4ee4\u5c06\u5728":115,"\u6b64\u5904":121,"\u6b64\u5904\u90fd\u4e3a2":90,"\u6b64\u5916":[81,94,95,115],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":102,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":103,"\u6b64\u65f6\u53ea\u9700\u8981":94,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":80,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":82,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6b64\u7c7b\u62a5\u9519\u901a\u5e38\u662f\u7531\u4e8e\u67d0\u4e00\u4e2a\u8282\u70b9\u7684\u9519\u8bef\u5bfc\u81f4\u8fd9\u4e2a\u8282\u70b9\u7684\u8bad\u7ec3\u8fdb\u7a0b\u9000\u51fa":78,"\u6b64\u90e8\u5206\u7684\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":104,"\u6b65\u9aa4":80,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":92,"\u6bcf\u4e00\u4e2a":71,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":123,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":90,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":90,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":104,"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":80,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":102,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":90,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":89,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":89,"\u6bcf\u4e2a\u5355\u5c42rnn":92,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":104,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":90,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":93,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":93,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":90,"\u6bcf\u4e2a\u5c42\u5728\u5176":96,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":123,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":106,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":92,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":90,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":96,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":90,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":90,"\u6bcf\u4e2a\u72b6\u6001":92,"\u6bcf\u4e2a\u7ebf\u7a0b":106,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":106,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":106,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":96,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":96,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":104,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":95,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":123,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":123,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":111,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":104,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":104,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":104,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":104,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":106,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":108,"\u6bcf\u6279\u6b21":106,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":95,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":95,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":123,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":102,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":121,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":122,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":121,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":96,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":106,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":106,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":106,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":106,"\u6bcf\u969410\u5206\u949f":34,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":123,"\u6bcfdot":106,"\u6bcflog":106,"\u6bcfsave":106,"\u6bcftest":106,"\u6bd4\u5982":[35,78,80,84,94,95,123],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":90,"\u6bd4\u5982\u5728":84,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":95,"\u6bd4\u5982\u5c06":71,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":116,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[115,117],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982\u8282\u70b9\u7684id":104,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":82,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":109,"\u6bd4\u5982cento":86,"\u6bd4\u5982fpe":78,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":95,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6bd4\u5982pil\u5e93\u7b49":104,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":102,"\u6c34\u6e29":90,"\u6c49\u5ead":90,"\u6ca1":90,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":121,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[77,86],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[115,117],"\u6ce8":[34,84],"\u6ce8\u518c":97,"\u6ce8\u518ccpu":97,"\u6ce8\u518cop":97,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":97,"\u6ce8\u610f":[2,83,87,93,96,102,104,111,115,116,117],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":111,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":108,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":111,"\u6ce8\u91ca":97,"\u6cf3\u6c60":90,"\u6d41":90,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":95,"\u6d44":90,"\u6d4b\u8bd5":95,"\u6d4b\u8bd5\u524d\u5411oper":97,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":106,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":95,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":108,"\u6d4b\u8bd5docker\u955c\u50cf":71,"\u6d4b\u8bd5model_list":105,"\u6d4b\u8bd5save_dir":105,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":80,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":121,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":96,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":102,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":102,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":93,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":97,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":111,"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":97,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":97,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":97,"\u6e05\u7406":94,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":77,"\u6e29\u99a8":90,"\u6e90\u4ee3\u7801":123,"\u6e90\u4ee3\u7801\u683c\u5f0f":95,"\u6e90\u5e8f\u5217":93,"\u6e90\u7801\u4e0edemo":110,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":94,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":121,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":121,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":121,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":122,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":122,"\u6fc0\u6d3b":96,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":123,"\u6fc0\u6d3b\u65b9\u7a0b":96,"\u6fc0\u6d3b\u7684\u7c7b\u578b":96,"\u70b9\u51fb":86,"\u70ed\u60c5":90,"\u7136\u540e":[103,104,121],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":104,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":92,"\u7136\u540e\u4f7f\u7528":116,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":98,"\u7136\u540e\u5355\u51fb":95,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":104,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":111,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":122,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":90,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":84,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":82,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":77,"\u7136\u540e\u5b9a\u4e49":93,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":111,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":81,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u6240\u6709\u7528":95,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":122,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":110,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":95,"\u7136\u540e\u70b9\u51fb":95,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":111,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":96,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":111,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":111,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":77,"\u7136\u800c":[93,106],"\u7248\u672c":[83,86,94,116],"\u7248\u672c\u5206\u652f":71,"\u7248\u672c\u53f7":71,"\u7248\u672c\u53f7rc":71,"\u7248\u672c\u5728":95,"\u7248\u672c\u8bf4\u660e":86,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":71,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":80,"\u7279\u5f81\u56fe\u5747\u503c":122,"\u7279\u5f81\u56fe\u65b9\u5dee":122,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":122,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":85,"\u72ec\u7acb\u5de5\u5177\u94fe":115,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":115,"\u73af\u5883\u53d8\u91cf":[104,111],"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":80,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":54,"\u7406\u89e3":94,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":103,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":35,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":35,"\u751f\u4ea7\u955c\u50cf":95,"\u751f\u6210":111,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":54,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":99,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":93,"\u751f\u6210\u6587\u6863":54,"\u751f\u6210\u7684":35,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":102,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":111,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":80,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":96,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":95,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":102,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":97,"\u751f\u6210api\u6587\u6863":54,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":102,"\u7528":44,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":123,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":96,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":108,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":81,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":106,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":121,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":97,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":104,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":106,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":2,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":81,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":93,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":104,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":93,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":90,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":102,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u4eceapp":116,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":92,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":99,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":115,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":99,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":121,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":55,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":123,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":55,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":106,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":108,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":1,"\u7528\u6237\u53ef\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":115,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":83,"\u7528\u6237\u53ef\u5c06":115,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":116,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":115,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":115,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":115,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":81,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":77,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":82,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":111,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":77,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":121,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[115,116,117],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[81,82],"\u7528\u6237\u901a\u8fc7c":55,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":108,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[115,117],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":77,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":115,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":94,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":96,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":102,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":111,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":102,"\u7531":[81,92],"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":90,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":109,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":90,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":96,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":122,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":1,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":2,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":115,"\u7531\u4e8ec":54,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8eeigen":98,"\u7531\u4e8epypi":71,"\u7531\u4e8estep":92,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":98,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":89,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7535\u8111":90,"\u767b\u5f55\u5230head\u8282\u70b9":104,"\u7684":[86,90,94,95,98,104,110,111,116,123],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":92,"\u7684\u4e3a0":106,"\u7684\u4efb\u4e00\u4e00\u79cd":80,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":98,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":89,"\u7684\u503c":[115,116,117],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":115,"\u7684\u504f\u7f6e\u5411\u91cf":96,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":97,"\u7684\u5185\u5b58":80,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":111,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":103,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":122,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":97,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":106,"\u7684\u53d8\u6362\u77e9\u9635":96,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":93,"\u7684\u5411\u91cf":96,"\u7684\u542f\u52a8\u53c2\u6570":111,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":111,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":102,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":54,"\u7684\u5730\u5740":109,"\u7684\u5730\u65b9":95,"\u7684\u5747\u5300\u5206\u5e03":82,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":104,"\u7684\u5934\u6587\u4ef6":54,"\u7684\u5b9e\u73b0":97,"\u7684\u5e73\u5747\u503c":89,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":90,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":95,"\u7684\u5f00\u53d1\u6d41\u7a0b":94,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":97,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":102,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":102,"\u7684\u6027\u80fd\u6709\u95ee\u9898":102,"\u7684\u63a5\u53e3\u6837\u5f0f":54,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":95,"\u7684\u64cd\u4f5c":98,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":123,"\u7684\u6570\u76ee\u4e00\u81f4":89,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":95,"\u7684\u65b9\u7a0b":96,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":80,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":90,"\u7684\u6700\u5c0f\u503c":106,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":95,"\u7684\u6784\u9020\u51fd\u6570":97,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":93,"\u7684\u6837\u5f0f":95,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":92,"\u7684\u6839\u76ee\u5f55":116,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":95,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":54,"\u7684\u7248\u672c":[94,117],"\u7684\u7248\u672c\u53f7":121,"\u7684\u7279\u5f81":122,"\u7684\u72b6\u6001":92,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":115,"\u7684\u77e9\u9635":[80,96],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":96,"\u7684\u7b2ci\u4e2a\u503c":96,"\u7684\u7b2cj\u4e2a\u503c":96,"\u7684\u7cfb\u7edf":94,"\u7684\u7ef4\u5ea6":121,"\u7684\u7f16\u5199":104,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":115,"\u7684\u7f29\u5199":44,"\u7684\u89c4\u8303":54,"\u7684\u89d2\u5ea6":35,"\u7684\u8ba1\u7b97\u4ee3\u7801":98,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":97,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":123,"\u7684\u8bdd":80,"\u7684\u8be6\u7ec6\u4fe1\u606f":102,"\u7684\u8f93\u5165":92,"\u7684\u8f93\u51fa":103,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":103,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":93,"\u7684\u8f93\u51fa\u683c\u5f0f":90,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":93,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":80,"\u7684\u8fd0\u884c\u73af\u5883":94,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":95,"\u7684\u914d\u7f6e":121,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":94,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":95,"\u7684cpu":97,"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":104,"\u7684paddlepaddle\u5e93":115,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":104,"\u76ee\u524d":92,"\u76ee\u524d\u4f7f\u7528":95,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":54,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":117,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u652f\u6301":115,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":89,"\u76ee\u524d\u652f\u6301cento":88,"\u76ee\u524d\u652f\u6301fail":106,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":106,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":92,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":54,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":99,"\u76ee\u5f55":[84,94,104,110,111,115,116,117],"\u76ee\u5f55\u4e0b":[55,96,104,123],"\u76ee\u5f55\u4e0b\u627e\u5230":123,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":97,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":116,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":115,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":77,"\u76ee\u5f55\u4e2d":104,"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[115,117],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":116,"\u76ee\u5f55\u4e2d\u7684":103,"\u76ee\u5f55\u4e2dpaddl":111,"\u76ee\u5f55\u548c":[115,116,117],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":111,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":115,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":117,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":123,"\u76ee\u6807\u5411\u91cf":93,"\u76ee\u6807\u5de5\u5177\u94fe":115,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[115,117],"\u76ee\u6807\u67b6\u6784":116,"\u76ee\u6807\u67b6\u6784abi":115,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":82,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":85,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":54,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":55,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":54,"\u76f4\u63a5\u8fd0\u884c":84,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":123,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":82,"\u76f8\u5bf9":90,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":1,"\u76f8\u5bf9mnist\u800c\u8a00":2,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":123,"\u76f8\u5f53":90,"\u76f8\u6bd4":97,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":78,"\u77a7":88,"\u77e9\u9635":105,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":97,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":95,"\u78c1\u76d8\u4e0d\u591f":94,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":78,"\u793a":123,"\u793a\u4f8b":[80,82,122],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":90,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":90,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":90,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":80,"\u793a\u4f8b\u5982\u4e0b":82,"\u793a\u4f8b\u7a0b\u5e8f":104,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":54,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":54,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":87,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":87,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":80,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":98,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":90,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":80,"\u79bb":90,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u79f0\u4e3a":[93,95],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":115,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":89,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":106,"\u79f0\u4f5c\u6709kernel":97,"\u79f0\u4f5ckernel":97,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":96,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":111,"\u7a00\u758f\u768401\u5411\u91cf":[2,87],"\u7a00\u758f\u7684\u5411\u91cf":[2,87],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":108,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":111,"\u7a0b\u5e8f\u4f9d\u8d56":104,"\u7a0b\u5e8f\u505c\u6b62":106,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":102,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":106,"\u7a20\u5bc6\u5411\u91cf":96,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":111,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,87],"\u7a97\u6237":90,"\u7acb\u523b\u9000\u51fa":80,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":83,"\u7ae0\u8282":115,"\u7aef\u53e3":78,"\u7aef\u7684":102,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":80,"\u7b2c":90,"\u7b2c\u4e00\u4e2a":95,"\u7b2c\u4e00\u4e2a\u53c2\u6570":97,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":2,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":90,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":71,"\u7b2c\u4e00\u5929":90,"\u7b2c\u4e00\u7ae0\u8282":87,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":122,"\u7b2c\u4e00\u884c\u662f":121,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":97,"\u7b2c\u4e09\u6b65":122,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":71,"\u7b2c\u4e8c\u4e2a":80,"\u7b2c\u4e8c\u4e2a\u4e3a":71,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":97,"\u7b2c\u4e8c\u6b65":[121,122],"\u7b2c\u4e8c\u7c7b":81,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":122,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":96,"\u7b49":[55,78,97],"\u7b49\u4e8e\u6837\u672c\u6570":80,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":55,"\u7b49\u53c2\u6570":111,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":109,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":109,"\u7b49\u6587\u4ef6":55,"\u7b49\u7b49":123,"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":109,"\u7b80\u4ecb":100,"\u7b80\u5199":97,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":97,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":97,"\u7b80\u5355\u6765\u8bf4":103,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":82,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":103,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":110,"\u7b80\u76f4":90,"\u7b97\u6cd5":[80,93],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":93,"\u7c7b\u4f3c":[55,89],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":96,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":105,"\u7c7b\u522bid":123,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":123,"\u7c7b\u540d\u548cc":54,"\u7c7b\u578b":[54,97,106],"\u7c7b\u578b\u4e3a":97,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":98,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":89,"\u7c7b\u578b\u540d\u4e3a":97,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":80,"\u7c7b\u578b\u662fsparse_binary_vector":[2,87],"\u7c7b\u578b\u662fsparse_float_vector":[2,87],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":90,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":97,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":97,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":96,"\u7c7b\u91cd\u5199":97,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":96,"\u7cfb\u6570":97,"\u7cfb\u7edf\u4e2d\u7684\u74f6\u9888\u53ef\u80fd\u548c\u7a0b\u5e8f\u5458\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u60f3\u8c61\u7684\u74f6\u9888\u76f8\u53bb\u751a\u8fdc":102,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":97,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":104,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":97,"\u7ea2\u697c\u68a6":121,"\u7ebf\u7a0bid\u53f7":108,"\u7ec6\u8282\u63cf\u8ff0":107,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":80,"\u7ed3\u5408":109,"\u7ed3\u5c3e":97,"\u7ed3\u675f\u6807\u8bb0":93,"\u7ed3\u6784\u5982\u4e0b\u56fe":121,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":102,"\u7ed3\u679c\u8f93\u51fa\u5230":94,"\u7ed3\u8bba":54,"\u7ed9":90,"\u7ed9\u4e2a\u7b80\u5355\u7684":95,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":92,"\u7edf\u4e00\u7528":35,"\u7ee7\u627f\u81ea":97,"\u7ee7\u627f\u81eaoperatorbas":97,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":90,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":90,"\u7ef4\u5ea6\u4e3aword_dim":123,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":123,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":123,"\u7ef4\u62a4":109,"\u7ef4\u7a7a\u95f4":93,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":93,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":80,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":84,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":84,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":111,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":111,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":102,"\u7f16\u5199\u7684\u90e8\u5206":86,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":104,"\u7f16\u53f7\u4ece0\u5f00\u59cb":80,"\u7f16\u7801\u5411\u91cf":93,"\u7f16\u7801\u5668\u8f93\u51fa":93,"\u7f16\u7801\u6e90\u5e8f\u5217":93,"\u7f16\u8bd1":[84,94,95,115],"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":117,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[115,116],"\u7f16\u8bd1\u548c\u6267\u884c":97,"\u7f16\u8bd1\u5668":[115,116,117],"\u7f16\u8bd1\u5668\u6ca1\u6709":54,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":115,"\u7f16\u8bd1\u578b\u8bed\u8a00":54,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":79,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":115,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":99,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":83,"\u7f16\u8bd1\u5de5\u5177\u94fe":115,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":117,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":102,"\u7f16\u8bd1\u6210\u529f\u540e":97,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":106,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":102,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":102,"\u7f16\u8bd1\u65f6\u6307\u5b9a":102,"\u7f16\u8bd1\u751f\u6210":99,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":71,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":71,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":71,"\u7f16\u8bd1c":55,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":71,"\u7f16\u8bd1paddlepaddl":83,"\u7f16\u8bd1ubuntu\u7684deb\u5305":71,"\u7f16\u8f91":109,"\u7f29\u653e\u53c2\u6570":122,"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":109,"\u7f51\u7edc\u540d\u79f0":123,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":96,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":96,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":96,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":96,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":106,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":96,"\u7f51\u7edc\u6a21\u5757":122,"\u7f51\u7edc\u901a\u4fe1":96,"\u7f51\u7edc\u914d\u7f6e":123,"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":122,"\u800c":[81,93,97,102,110],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":98,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":55,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":54,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":81,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":77,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":90,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":55,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":104,"\u800c\u4e14\u5305\u542b\u4e86c":86,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u4e14cento":86,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":106,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":103,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":103,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":108,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":90,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":81,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":122,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":98,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":54,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":54,"\u800c\u5b89\u88c5\u5305":[77,86],"\u800c\u5b89\u88c5\u5305\u662f":[77,86],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":90,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":90,"\u800c\u5bf9\u4e8egolang":54,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":54,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":90,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":103,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":80,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":55,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":103,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":105,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":93,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":87,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":108,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":98,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":90,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":90,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":95,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":83,"\u800ceigenvector":98,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":92,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":54,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":87,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":87,"\u8054\u901a":104,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":92,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":92,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":123,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":92,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":81,"\u80fd\u83b7\u53d6":104,"\u811a\u672c":[94,115],"\u811a\u672c\u5f00\u59cb\u65f6":111,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":95,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":104,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":92,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":115,"\u81ea\u52a8\u751f\u6210":99,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":93,"\u81ea\u52a8\u9009\u62e9":116,"\u81ea\u5e95\u5411\u4e0a\u6cd5":123,"\u81ea\u6b64":[115,116],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":94,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":108,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":55,"\u81f3\u5c11\u5305\u542bgcc_3":86,"\u81f3\u5c11\u5305\u542bglibcxx_3":86,"\u81f3\u6b64":[2,90,95],"\u8212\u9002":90,"\u826f\u597d\u7684\u6587\u6863":54,"\u8282\u70b9":104,"\u82e5":96,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":82,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":116,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[115,117],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":89,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":103,"\u82e5\u6709\u5fc5\u8981":96,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":116,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":115,"\u82e5\u73af\u5883\u53d8\u91cf":[115,116,117],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":81,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":89,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":89,"\u82f1\u6587\u6587\u6863":99,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":99,"\u8303\u56f4":108,"\u83b7\u53d6":95,"\u83b7\u53d6\u5229\u7528":123,"\u83b7\u53d6\u53ef\u9009\u7684tag":84,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":86,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":77,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u83b7\u53d6\u6e90\u7801":94,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":123,"\u83b7\u53d6trainer":111,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":96,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":84,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":104,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":104,"\u865a\u62df\u673a\u4e0a":94,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":55,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":104,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":2,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":105,"\u884c":121,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":122,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":102,"\u8865\u5145\u4e0a\u6b21\u7684commit":95,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":96,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":96,"\u8868\u793a":97,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":109,"\u8868\u793a\u4e3adeviceid":108,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":90,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":104,"\u8868\u793a\u6570\u636e\u7c7b\u578b":97,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":123,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":97,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":111,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":123,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":123,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":111,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":117,"\u88ab":95,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":104,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":89,"\u88ab\u653e\u5728":96,"\u88ab\u79f0\u4e3a":93,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":103,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":111,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":89,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":92,"\u8981\u8c03\u7528":96,"\u89e3\u51b3\u529e\u6cd5\u662f":77,"\u89e3\u51b3\u65b9\u6848\u662f":82,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":111,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":93,"\u89e3\u7801\u5668\u57fa\u4e8e\u7f16\u7801\u6e90\u5e8f\u5217\u548c\u6700\u540e\u751f\u6210\u7684\u76ee\u6807\u8bcd\u9884\u6d4b\u4e0b\u4e00\u76ee\u6807\u8bcd":93,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":93,"\u89e3\u91ca":123,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":54,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":54,"\u8ba1\u7b97":[93,104],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":96,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":93,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":96,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":96,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":81,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":93,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":96,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":96,"\u8ba1\u7b97\u8282\u70b9":104,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":104,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":96,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":96,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":96,"\u8ba1\u7b97\u8f93\u51fa":96,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":104,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":98,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":123,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":55,"\u8bad\u7ec3":105,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":71,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":104,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":103,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":80,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":104,"\u8bad\u7ec3\u65f6":111,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":123,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":93,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":71,"\u8bad\u7ec3\u7a0b\u5e8f":104,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":111,"\u8bad\u7ec3\u811a\u672c":123,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":123,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":111,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":80,"\u8bad\u7ec3\u8f6e\u6b21":123,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":80,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":105,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":106,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":106,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":106,"\u8bad\u7ec3dot_period":105,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":71,"\u8bb0\u5fc6\u6a21\u5757":93,"\u8bba\u6587":122,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":104,"\u8bbe\u4e3a\u672c\u5730":104,"\u8bbe\u5b9a":81,"\u8bbe\u7f6e":[55,80,81,83,115,116],"\u8bbe\u7f6e\u4e3a":96,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":81,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":106,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":106,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":81,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":82,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":82,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[80,100],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":82,"\u8bbe\u7f6e\u6210":82,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":80,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":96,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":97,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":108,"\u8bbe\u7f6egpu":106,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":102,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":111,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":123,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":95,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":95,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":95,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":95,"\u8bc6\u522b\u6570\u5b57":71,"\u8bcd\u5411\u91cf":[71,121],"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":121,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":121,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":103,"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":2,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":2,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":2,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":106,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":106,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":106,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":106,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":106,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":106,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":106,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":106,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":106,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":2,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":96,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":123,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":106,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":96,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":2,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":83,"\u8be5\u6570\u636e\u96c6":121,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":106,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":122,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":102,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":123,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":93,"\u8be5\u7c7b\u7684":97,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":96,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":115,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":122,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":96,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":81,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":90,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":97,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":104,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":123,"\u8be6\u7ec6\u53c2\u8003":83,"\u8be6\u7ec6\u53ef\u53c2\u8003":95,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":122,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":80,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":123,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":83,"\u8be6\u7ec6\u89c1":89,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":71,"\u8bed\u8a00\u6a21\u578b":121,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":102,"\u8bf4\u660e":[34,83,86,104,111],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":95,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":96,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":97,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":84,"\u8bf7\u4fdd\u8bc1travi":95,"\u8bf7\u5148\u4f7f\u7528":[115,116,117],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":108,"\u8bf7\u53c2\u8003":[2,55,77,80,87,90,96,97,123],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":123,"\u8bf7\u53c2\u89c1":95,"\u8bf7\u53c2\u9605":93,"\u8bf7\u5728\u8be5pull":95,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":95,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":95,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":106,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":97,"\u8bf7\u67e5\u770b":121,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":86,"\u8bf7\u6ce8\u610f":[93,97,110,121],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":95,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":94,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":95,"\u8bf7\u76f4\u63a5\u586b\u51450":82,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":108,"\u8bf7\u786e\u4fdd":95,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":95,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":95,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":95,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":77,"\u8bf7\u9075\u5b88":95,"\u8bf7\u91c7\u7528":95,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":108,"\u8bfb\u53d6\u6570\u636e":2,"\u8bfb\u53d6\u6bcf\u4e00\u884c":2,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":111,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":111,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":111,"\u8c03\u7528":[96,97,116],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":98,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[115,116],"\u8c03\u7528\u7528":102,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":104,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":97,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":96,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8d1f\u6837\u672c":123,"\u8d21\u732e\u6587\u6863":99,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":109,"\u8d77":90,"\u8def\u5f84\u4e0b":122,"\u8df3\u8f6c\u5230":95,"\u8df3\u8fc7":80,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8fc7\u6765\u7684":122,"\u8f83":90,"\u8f93\u5165":[89,93],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":102,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":92,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":92,"\u8f93\u5165\u5c42\u5c3a\u5bf8":122,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":80,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":90,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":90,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":90,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":108,"\u8f93\u5165\u6587\u672c":121,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":121,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":96,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":96,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":122,"\u8f93\u5165\u7684":121,"\u8f93\u5165\u7684\u540d\u5b57":96,"\u8f93\u5165\u7684\u5927\u5c0f":96,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":121,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":121,"\u8f93\u5165\u7684\u7c7b\u578b":96,"\u8f93\u5165n\u4e2a\u5355\u8bcd":123,"\u8f93\u51fa":[89,93,97],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":123,"\u8f93\u51fa\u51fd\u6570":93,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":89,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":92,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":121,"\u8f93\u51fa\u67092\u5217":121,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":122,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":121,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":121,"\u8f93\u51fa\u7684\u68af\u5ea6":106,"\u8f93\u51fa\u76ee\u5f55":122,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":110,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":90,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":80,"\u8fd0\u884c\u4e00\u4e2a":94,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":97,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":121,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":121,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":94,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":97,"\u8fd0\u884c\u5931\u8d25":108,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":121,"\u8fd0\u884c\u5b8c\u6210\u540e":104,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":102,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":102,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":121,"\u8fd0\u884c\u65e5\u5fd7":104,"\u8fd0\u884c\u65f6\u4e5f\u53ef\u80fd\u56e0\u4e3a\u591a\u7ebf\u7a0b\u4ea7\u751f\u6df7\u4e71\u4e0d\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":102,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":83,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":111,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":117,"\u8fd1":90,"\u8fd4\u56de":[7,8,9,13,14,15,28],"\u8fd4\u56de0":2,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":2,"\u8fd4\u56de\u65f6":2,"\u8fd4\u56de\u7684\u662f":[2,87],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":71,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":96,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,28],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":97,"\u8fd8\u4f1a":90,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":83,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":115,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":95,"\u8fd8\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c0f\u5b66\u4e60\u7387\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\u6765\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898":80,"\u8fd8\u662f":90,"\u8fd8\u662f\u4ece":35,"\u8fd8\u662f\u865a\u62df\u673a":94,"\u8fd8\u6709":90,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":104,"\u8fd8\u9700\u8981\u91cd\u5199":97,"\u8fd9":[80,90,123],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":82,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":103,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":55,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":55,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":81,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":92,"\u8fd9\u4e09\u4e2a\u5206\u652f":71,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":123,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":102,"\u8fd9\u4e2a":[86,90,94,109],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":80,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":80,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":97,"\u8fd9\u4e2a\u51fd\u6570\u7684":93,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":90,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":93,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":55,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":55,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":1,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":111,"\u8fd9\u4e2a\u57fa\u7c7b":96,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":55,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":92,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":54,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":90,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":54,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":123,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":102,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":55,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":90,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":96,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":96,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":55,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":55,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":94,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":109,"\u8fd9\u4e2a\u8868\u683c":109,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":97,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":92,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":95,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":121,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":109,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":93,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":2,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":55,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e2aissu":94,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":111,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":92,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":80,"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":104,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":97,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":35,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7\u73af\u5883\u53d8\u91cf":104,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":111,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":96,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":80,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":80,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":122,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":122,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":122,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":90,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":96,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":95,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":95,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":96,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":90,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":83,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":97,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":94,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":95,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":95,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":90,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":90,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":93,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":54,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":97,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":97,"\u8fd9\u610f\u5473\u7740":93,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":108,"\u8fd9\u65f6":80,"\u8fd9\u65f6\u5728\u4f7f\u7528":82,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":80,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":82,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":82,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":89,"\u8fd9\u662f\u56e0\u4e3a":54,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":95,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":90,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":77,"\u8fd9\u6837":[55,104],"\u8fd9\u6837\u4fdd\u5b58\u5728\u5206\u5e03\u5f0f\u5b58\u50a8\u4e2d\u7684\u6570\u636e\u53ef\u4ee5\u88ab\u96c6\u7fa4\u4e2d\u7684\u6bcf\u4e2a\u8282\u70b9\u8bfb\u53d6\u5230":104,"\u8fd9\u6837\u4fdd\u8bc1":71,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":94,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":80,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":83,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":108,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":94,"\u8fd9\u6837\u5bb9\u5668\u7684":111,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":35,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":44,"\u8fd9\u6837\u5f53\u8be5pull":95,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":104,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":96,"\u8fd9\u6837\u7684\u8bdd":110,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":104,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":103,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":96,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":82,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":96,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":80,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":81,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":108,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":93,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":92,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":111,"\u8fd9\u7bc7":84,"\u8fd9\u7bc7\u6587\u6863":95,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":117,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":94,"\u8fd9\u7bc7\u6587\u7ae0":94,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":90,"\u8fd9\u884c\u547d\u4ee4\u4e2d":102,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":93,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":54,"\u8fd9\u91cc":[82,83,93,95,109,111,122],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":97,"\u8fd9\u91cc\u4ee5":123,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":102,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":90,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":80,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":123,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":87,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":96,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":111,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":123,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":80,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":104,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":98,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":123,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":109,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":123,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":102,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":95,"\u8fdb\u5165\u5bb9\u5668":110,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":111,"\u8fdb\u7a0b\u7684":104,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":111,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":111,"\u8fdb\u7a0b\u9700\u8981\u7684":111,"\u8fdb\u800c\u591a\u673a":102,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":102,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":102,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":71,"\u8fdb\u884c\u4e86":90,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":111,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":111,"\u8fdb\u884c\u56de\u590d":95,"\u8fdb\u884c\u5f00\u53d1":95,"\u8fdb\u884c\u62c6\u89e3":90,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":96,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":115,"\u8fdb\u884c\u8bbe\u7f6e":97,"\u8fdb\u884c\u9884\u6d4b":123,"\u8fdb\u884cpython\u4e0ec":102,"\u8fdb\u9636\u6307\u5357":[87,114],"\u8fde\u63a5":92,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":104,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":104,"\u9000\u51fa\u5bb9\u5668":110,"\u9002\u4e2d":90,"\u9009":90,"\u9009\u62e9":90,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":84,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":123,"\u9009\u62e9\u76ee\u6807\u5206\u652f":95,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":106,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":109,"\u9009\u9879":[83,94,121],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":105,"\u901a\u5e38":[55,97,102],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":111,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":104,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":108,"\u901a\u5e38\u4f7f\u7528cento":86,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":82,"\u901a\u5e38\u540d\u5b57\u662f":95,"\u901a\u5e38\u60c5\u51b5\u4e0b":103,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":110,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":117,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":109,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":93,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":96,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":90,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":102,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":108,"\u901a\u7528":105,"\u901a\u77e5":90,"\u901a\u8fc7":[80,90,95,96,97,123],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":92,"\u901a\u8fc7\u4f7f\u7528":83,"\u901a\u8fc7\u51fd\u6570":111,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":80,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":92,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":92,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":95,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":123,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":55,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":87,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":96,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":104,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":97,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":123,"\u901a\u8fc7data":92,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":117,"\u901a\u8fc7volum":109,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u903b\u8f91\u56de\u5f52":123,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":81,"\u9053\u6b49":90,"\u9069":90,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":95,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":71,"\u9075\u5faa\u6587\u7ae0":121,"\u90a3\u4e48":[55,92,96],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":92,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":82,"\u90a3\u4e48\u5728":97,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":1,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":82,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":82,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":94,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":82,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":93,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":93,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":82,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":80,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":77,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":94,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":82,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":80,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":108,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":103,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":103,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":82,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":103,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":103,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":109,"\u90fd":90,"\u90fd\u4e0d\u9700\u8981":94,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":106,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":90,"\u90fd\u53ef\u4ee5\u8fd0\u884c":94,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":89,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":90,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":54,"\u90fd\u7528":95,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":95,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":96,"\u914d\u7f6e\u5982\u4e0b":121,"\u914d\u7f6e\u6253\u5f00":103,"\u914d\u7f6e\u6587\u4ef6":123,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":96,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":94,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":121,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":93,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":96,"\u914d\u7f6eapi":89,"\u9152\u5e97":90,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":106,"\u91c7\u7528multi":82,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc":94,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":110,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":94,"\u91cc\u5b8c\u6210":97,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":54,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":122,"\u91cc\u7684":94,"\u91cc\u7684\u65e5\u5fd7":104,"\u91cc\u7684\u6e90\u7801":94,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":94,"\u91cc\u9762":97,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":115,"\u91cd\u547d\u540d\u6210":54,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":103,"\u9488\u5bf9\u4e0d\u540c\u7684":116,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":110,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":80,"\u94fe\u63a5\u4e2d\u627e\u5230":86,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":83,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":54,"\u94fe\u63a5\u5f85\u8865\u5145":123,"\u9519\u8bef\u5904\u7406":54,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":54,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":54,"\u9519\u8bef\u7387":123,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":82,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":94,"\u955c\u50cf\u91cc\u6709":110,"\u957f\u5ea6":80,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":93,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":93,"\u95f4\u9694":123,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":106,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":106,"\u9664\u4e86":2,"\u9664\u4e86boot_lay":90,"\u9664\u53bbdata\u5c42":123,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":55,"\u9664\u6b64\u4e4b\u5916":80,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":121,"\u9664\u96f6\u7b49\u95ee\u9898":80,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":95,"\u968f\u673a\u6570\u7684\u79cd\u5b50":106,"\u968f\u673a\u6570seed":105,"\u9694\u5f00":[104,122],"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":106,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":110,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":104,"\u96c6\u7fa4\u4efb\u52a1":104,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":104,"\u96c6\u7fa4\u6d4b\u8bd5":105,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":104,"\u96c6\u7fa4\u8bad\u7ec3":105,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":79,"\u96c6\u7fa4\u8fdb\u7a0b":104,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":97,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":103,"\u9700\u8981":[35,94,97],"\u9700\u8981\u4e3a":97,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":111,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":86,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":95,"\u9700\u8981\u4fee\u6539build":71,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":109,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[77,86],"\u9700\u8981\u5355\u72ec":84,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":95,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":111,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":97,"\u9700\u8981\u5728":97,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":110,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":99,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":55,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":116,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":122,"\u9700\u8981\u5bf9":109,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":80,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":71,"\u9700\u8981\u5f15\u7528":55,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":94,"\u9700\u8981\u6267\u884c":[83,86,88],"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":90,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":87,"\u9700\u8981\u660e\u786e\u6307\u5b9a":106,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":109,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":54,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":111,"\u9700\u8981\u6ce8\u610f":97,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[71,80,106],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":96,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":90,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":115,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":81,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":55,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":94,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":92,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":71,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":98,"\u975e\u5e38\u6570":96,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":96,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":115,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":115,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":94,"\u987a\u5e8f":90,"\u9884\u63d0\u4ea4\u94a9\u5b50":95,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":122,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":123,"\u9884\u6d4bid":123,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":121,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":121,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":122,"\u989d\u5916\u7684\u53c2\u6570":123,"\u9996\u5148":[2,90,93,96,121,122,123],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":83,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":95,"\u9996\u5148\u5b9a\u4e49":97,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":96,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":96,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":82,"\u9996\u5148\u901a\u8fc7":95,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":87,"\u9a71\u52a8":99,"\u9ad8\u4eae\u90e8\u5206":90,"\u9ad8\u53ef\u7528":109,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":93,"\u9ad8\u65af\u5206\u5e03":82,"\u9ed8\u8ba4":[2,104,106],"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":123,"\u9ed8\u8ba4\u4e0d\u663e\u793a":106,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":92,"\u9ed8\u8ba4\u4e3a0":[106,108],"\u9ed8\u8ba4\u4e3a1":[2,108],"\u9ed8\u8ba4\u4e3a100":108,"\u9ed8\u8ba4\u4e3a4096mb":106,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":92,"\u9ed8\u8ba4\u4e3anull":106,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":80,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":106,"\u9ed8\u8ba4\u4f7f\u7528mkl":83,"\u9ed8\u8ba4\u503c":[83,89,104,108],"\u9ed8\u8ba4\u503c\u4e3a":[115,116,117],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":116,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":92,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[82,104],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":82,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":90,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":84,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":84,"\u9ed8\u8ba4\u7684":110,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":116,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":108,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[115,117],"\u9ed8\u8ba4\u8c03\u7528":94,"abi\u7684paddlepaddle\u5e93":115,"abstract":[59,70,72],"adamax\u7b49":123,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":123,"android\u5b98\u65b9\u63d0\u4f9b\u7684":115,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":115,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":115,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":118,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":115,"api\u4e0d\u5c0f\u4e8e21":115,"api\u4e2d\u4f7f\u7528":54,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":104,"api\u5bf9\u6bd4\u4ecb\u7ecd":91,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":55,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":55,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":115,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":86,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":55,"api\u63a5\u53e3":[44,109],"api\u63a5\u53e3\u751f\u6210":97,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":55,"api\u63a5\u53e3\u7684\u751f\u6210":97,"api\u6587\u6863":[115,116],"api\u65f6":55,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":55,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":55,"api\u66b4\u9732\u7684\u7c7b\u578b":55,"api\u6765\u9884\u6d4b":[115,116],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":55,"api\u7684\u5934\u6587\u4ef6":[115,116,117],"api\u7684\u5b9e\u4f8b":55,"api\u7684\u5b9e\u73b0\u7ec6\u8282":55,"api\u7684\u63a5\u53e3":55,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":55,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":55,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":55,"api\u7ea7\u522b":115,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":115,"api\u7ea7\u522b\u4e3a21":115,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":55,"api\u9759\u6001\u5e93":116,"api\u9884\u6d4b\u5e93":116,"app\u4e2d":[115,116],"apple\u5b98\u65b9\u4e3aios\u5f00\u53d1\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u548c\u96c6\u6210\u5f00\u53d1\u73af\u5883":116,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":82,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":84,"avx\u7248\u672c":84,"avx\u7684\u955c\u50cf":84,"awselasticblockstore\u7b49":109,"batch\u4e2d\u5305\u542b":80,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":106,"batches\u6b21":106,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":84,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":71,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":84,"book\u7684":87,"book\u7684docker\u955c\u50cf":84,"bool\u578b\u53c2\u6570":2,"boolean":[45,51,54],"break":[13,32,75],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":71,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":71,"byte":[15,44,53,82],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":54,"c\u6709\u6807\u51c6\u7684abi":54,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":54,"case":[8,36,55,59,62,64,65,68,103,119],"cc\u4e2d\u7684":98,"cells\u7b49":81,"char":38,"class":[5,6,7,8,9,10,11,13,14,28,29,31,42,46,47,49,50,52,54,57,58,61,65,68,69,70,72,73,74,75,82,96,97,98],"cmake\u4e2d\u5c06":103,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":115,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":77,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":115,"cmake\u7f16\u8bd1\u65f6":83,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[115,116,117],"cmake\u914d\u7f6e\u4e2d\u5c06":103,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[115,116,117],"const":[31,36,38,46,52,60,62,69,72,74,75,96,97,98],"container\u4e2d":110,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":55,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":55,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":55,"core\u6982\u5ff5":55,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":87,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":82,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":108,"count\u548cgpu":108,"cuda\u5e93":106,"cudnn\u5e93":[83,106],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":102,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":98,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":111,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":90,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":90,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,123],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":80,"deb\u5305":71,"deb\u5305\u7f16\u8bd1\u95ee\u9898":71,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":92,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":92,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":92,"decoer\u67b6\u6784":92,"default":[6,7,8,9,10,11,13,14,15,28,29,31,32,48,52,53,56,62,63,72,73,74,76,101,108,110,111,115,119],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":83,"dnn\u6570\u5b66\u5e93":83,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":104,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":99,"docker\u5b98\u7f51":84,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":115,"docker\u7684\u5b98\u7f51":99,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":83,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":115,"docker\u955c\u50cf":84,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":84,"docker\u955c\u50cf\u9ed8\u8ba4":84,"dockerhub\u7f51\u7ad9":84,"double\u7c7b\u578b\u65f6\u4e3a8":82,"dropout\u7684\u6bd4\u4f8b":96,"eigenscalar\u7684\u8f6c\u6362":98,"elec\u6d4b\u8bd5\u96c6":123,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":123,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":90,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":92,"encoder\u8f93\u51fa":92,"entropy\u4f5c\u4e3acost":82,"enum":[36,38,61,73,74,76],"export":[50,77,84,104],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,87],"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":108,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":108,"final":[8,9,30,50,56,57,75],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":98,"float":[2,6,7,8,10,13,46,52,74,97,98,103,122],"float\u7b49":108,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":98,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":98,"full\u53c2\u6570\u63d0\u4ea4":78,"function":[8,9,13,29,31,33,37,38,39,41,42,46,49,52,56,57,59,60,61,62,64,65,66,68,69,70,72,74,75,93,101,102,119],"function\u4f7f\u7528":81,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":2,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":2,"git\u6d41\u5206\u652f\u6a21\u578b":95,"github\u9996\u9875":95,"glibc\u81f3\u5c11\u5305\u542bglibc_2":86,"golang\u53ef\u4ee5\u4f7f\u7528":54,"golang\u7684":54,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":104,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":83,"gpu\u5171\u4eabkernel\u5b9e\u73b0\u5728":97,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":103,"gpu\u53cc\u7f13\u5b58":2,"gpu\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":97,"gpu\u5b9e\u73b0\u5728":97,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":100,"gpu\u6267\u884c":98,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":106,"gpu\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":97,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":77,"group\u6559\u7a0b":91,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":81,"gru\u6216lstm":93,"gru\u6a21\u578b":123,"gru\u6a21\u578b\u914d\u7f6e":123,"h\u5e76\u4e0d\u56f0\u96be":54,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":99,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,87],"id\u4e3a0\u7684\u6982\u7387":123,"id\u4e3a1\u7684\u6982\u7387":123,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":106,"id\u6307\u5b9a\u7684gpu":108,"id\u65e0\u6548":106,"image\u91cc":110,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"imikolov\u6570\u636e\u96c6":104,"import":[2,4,7,8,29,31,32,48,50,51,56,57,61,66,72,86,87,88,97,104,121,122],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":80,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":35,"instance\u5305\u6db5\u4e24\u4e2a\u503c":35,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":35,"int":[2,6,7,8,9,13,14,15,31,36,37,38,41,51,52,54,55,61,63,64,73,74,75,76,90,96,98,104,108],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":54,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":116,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":118,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":104,"issue\u7f16\u53f7":95,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":109,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":109,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":111,"job\u7684\u540d\u5b57":111,"kernel\u5b9e\u73b0":97,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":97,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":97,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":111,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":100,"kubernetes\u5355\u673a\u8bad\u7ec3":100,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":109,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":111,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":111,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":109,"kubernetes\u652f\u6301\u591a\u79cdvolum":109,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":110,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":109,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":90,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":90,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":89,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":89,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":81,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":92,"layer\u65f6":81,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":87,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":96,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":81,"linux\u4e2d":84,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":71,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":108,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":108,"long":[8,9,13],"lstm\u6a21\u578b":123,"lstm\u6a21\u578b\u914d\u7f6e":123,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":92,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":93,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":93,"memory\u53ea\u80fd\u5728":92,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":90,"memory\u6307\u5411\u4e00\u4e2alay":92,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":93,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":90,"memory\u7684":93,"memory\u7684\u521d\u59cb\u72b6\u6001":92,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":90,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":92,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":93,"memory\u7684i":92,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":92,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"model\u505a\u5206\u652f\u7ba1\u7406":71,"model\u53ef\u4ee5\u901a\u8fc7":4,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":4,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":111,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":115,"new":[8,13,30,31,32,33,36,37,38,39,40,46,57,59,63,64,65,67,68,70,74,75,95,96,119],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":109,"normalization\u5c42":122,"normalization\u5c42\u7684\u53c2\u6570":122,"note\u7684\u4e66\u5199":71,"null":[50,96,106],"num\u51b3\u5b9a":104,"num_gradient_servers\u53c2\u6570":111,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":82,"only\u7684\u4e8c\u8fdb\u5236":83,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":97,"op\u5b9a\u4e49":97,"op\u6709\u8ba1\u7b97\u51fd\u6570":97,"op\u6ce8\u518c\u5b9e\u73b0\u5728":97,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":97,"opprotomake\u5b9a\u4e49":97,"org\u76ee\u524d\u9075\u5faa":71,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":90,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":98,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":111,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":98,"packages\u91cc\u9762":77,"packages\u91cc\u9762\u7684python\u5305":77,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":83,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":54,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":90,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":80,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":54,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":54,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":110,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":54,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":55,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":54,"paddle\u7684c":55,"paddle\u7684dock":110,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":55,"paddle\u955c\u50cf":110,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":54,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":55,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":54,"paddle_\u7c7b\u578b\u540d":55,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":55,"paddlepaddle\u4e2d":[89,92],"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":90,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":81,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":87,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[115,116],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":87,"paddlepaddle\u4e3ano":84,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":83,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":123,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":81,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":104,"paddlepaddle\u4f7f\u7528\u5747\u503c0":82,"paddlepaddle\u4f7f\u7528avx":77,"paddlepaddle\u4f7f\u7528git":71,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":4,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u5185\u5bb9\u753116\u5b57\u8282\u5934\u4fe1\u606f\u548c\u7f51\u7edc\u53c2\u6570\u4e24\u90e8\u5206\u7ec4\u6210":82,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":82,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3":100,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":86,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":104,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":86,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":83,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":104,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":123,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":90,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":96,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":90,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":81,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":83,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,87],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":86,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":123,"paddlepaddle\u5c06\u4f1a\u6839\u636e":116,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":116,"paddlepaddle\u5c06\u6839\u636e":115,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[115,116,117],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":116,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":71,"paddlepaddle\u63d0\u4f9b":85,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u652f\u6301":83,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":87,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":88,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":80,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":80,"paddlepaddle\u6587\u6863\u4e3b\u9898\u5728":99,"paddlepaddle\u6587\u6863\u4f7f\u7528":99,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":87,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":71,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":71,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":71,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":80,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":82,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":104,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":115,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":81,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":99,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e24\u79cd\u65b9\u5f0f":99,"paddlepaddle\u7684\u6e90\u7801":95,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":83,"paddlepaddle\u7684bas":96,"paddlepaddle\u7684c":115,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":116,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":115,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":117,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":117,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":115,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":90,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":82,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":82,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":83,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":115,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684android":115,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":123,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":92,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":92,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":111,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":106,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":106,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":106,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":106,"passes\u8f6e":106,"patch\u53f7":71,"patch\u53f7\u52a0\u4e00":71,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":108,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":102,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":106,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":106,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":106,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":106,"period\u6574\u9664":106,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":106,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":44,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":44,"pfsserver\u63d0\u4f9brest":44,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":117,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":118,"pi\u7248\u672c\u7684\u5e93":117,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":117,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":117,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":117,"pi\u7cfb\u7edf\u7684\u7248\u672c":117,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":85,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":109,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":109,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":123,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":104,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":104,"public":[14,31,46,47,52,69,72,74,75,96,97,98,110],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":84,"py\u4e2d":71,"py\u7a0b\u5e8f":86,"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":4,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":2,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":2,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":2,"pydataprovider2\u7684\u4f7f\u7528":[1,3,80,123],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":80,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":71,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":86,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":77,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":96,"python\u5e93yep":102,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":102,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":111,"release\u9875\u9762":71,"request\u524d":95,"request\u7684":95,"request\u88ab\u5408\u5e76\u540e":95,"return":[2,6,8,9,11,13,14,15,28,29,30,31,35,36,38,41,42,46,47,48,50,52,56,57,58,61,62,63,65,67,69,72,74,75,82,87,90,93,96,98,111,122],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":90,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":90,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":92,"rnn\u6a21\u578b":123,"rnn\u76f8\u5173\u6a21\u578b":100,"rnn\u914d\u7f6e":91,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"search\u7684\u65b9\u6cd5":106,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":90,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":92,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":106,"server\u4e4b\u4e0a":34,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":34,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":34,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":34,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":34,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":34,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":34,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":34,"server\u751f\u6210\u4e00\u4e2auuid":34,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":34,"server\u7684\u6570\u636e\u5feb\u7167":34,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":34,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":34,"sh\u8c03\u7528\u4e86":122,"short":[8,9,46,48,63,72,75],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":77,"size\u4e3a512":106,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":80,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":80,"size\u7684\u503c":2,"softmax\u5c42":121,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":96,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":80,"static":[28,38,55,72,74,119],"step\u51fd\u6570\u4e2d\u7684memori":92,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":92,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":116,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":89,"super":[63,96],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":54,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":54,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":54,"swig\u76f4\u63a5\u8bfb\u53d6c":54,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":54,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[31,55,67],"tag\u4e3a":71,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":98,"tensor\u5230eigentensor":98,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":98,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":98,"tensor\u6a21\u5757\u5bf9el":98,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":97,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":98,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":98,"tests\u7684paddlepaddl":95,"tflops\u4e86":103,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":102,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":104,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":87,"trainer\u8282\u70b9\u4e2a\u6570":104,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":104,"true":[6,7,8,9,10,11,13,15,28,29,31,36,51,58,61,62,64,74,75,80,82,90,93,96,108,111,122],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":93,"try":[32,33,36,37,38,50,64,72,77],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":55,"type\u6307\u5b9a\u4e3a":102,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":102,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":71,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":81,"unsupported\u6a21\u5757":97,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":106,"utf8\u7f16\u7801":121,"uts\u7b49linux":109,"v1\u7248\u672c":77,"var":[31,47,49,51,58,61,62,63,68,72,75],"vector\u662frank\u4e3a1\u7684tensor":98,"void":[31,36,38,46,47,52,53,54,55,61,62,73,74,96,97,98],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":109,"w0\u548c":122,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":122,"wheel\u5305":71,"while":[6,13,31,40,50,57,59,60,64,70,72,111],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":98,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":93,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":90,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":90,"x86_64\u548cmaco":77,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":87,"x\u548cwindow":115,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":87,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":111,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":111,"zero\u4e09\u79cd\u64cd\u4f5c":106,AGE:110,AWS:[13,35,109,112,113],And:[7,8,10,13,14,15,28,30,36,40,41,43,48,50,64,72],But:[8,9,13,30,47,72,77,119],EOS:8,For:[4,7,8,9,10,13,28,29,31,37,38,39,41,42,47,49,52,53,56,57,59,60,61,62,63,64,65,67,68,69,70,73,74,76,101,103,119],IDE:94,IDs:[14,40,57],IRs:65,Its:[7,73],K8s:119,NFS:109,NMS:8,NOT:63,Not:[29,33,119],OPs:[65,66],One:[7,9,28,30,40,53,67,72],Ops:[68,70,74],PFS:44,QoS:110,Such:[52,63,75],TLS:[29,44],That:[8,13],The:[2,5,6,7,8,9,10,13,14,15,28,29,30,32,33,37,39,40,41,42,43,45,46,50,53,55,56,57,59,61,62,63,64,65,66,67,70,72,73,74,75,76,96,97,98,101,111,120,123],Their:[8,33],Then:[8,9,47,52,62,101],There:[7,8,14,28,29,31,32,33,38,40,41,45,46,50,56,57,59,60,63,65,70,72,73],These:[7,15,31,46,49,58,70,73,74],Use:[7,13,29,45,64,68,101],Used:[9,68],Using:[33,59,64,68,70,72],Will:[13,28],With:[8,9,61,75],YES:41,Yes:84,___embedding_0__:111,___embedding_1__:111,__align__:46,__cuda_align__:46,__device__:46,__doc__:74,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:74,__init__:[42,48,58,63,75,96,101,102],__main__:[4,48,122],__metaclass__:97,__name__:[4,48,122],__param_conf__:28,__rnn_step__:93,__square_error_cost_0__:111,__tmp_params__:28,__va_args__:69,__x:46,_binari:32,_create_global_var:63,_dtype:50,_librari:32,_link:9,_loss:48,_op:[50,97],_proj:8,_recurrent_group:93,_res2_1_branch1_bn:122,_source_language_embed:[93,121],_target_language_embed:[93,121],_test:32,_update_op:42,_value_index:50,a75:46,a_op:97,aaaaa:35,abbrevi:15,abc:8,abil:48,abl:[8,29,52,58,63,65,67,76,119],about:[8,9,15,31,32,41,45,56,64,65,72,74,101],abov:[2,7,8,29,31,32,33,37,46,47,49,56,57,58,59,61,63,65,67,74,75,101,103,119],abs:[8,9,30,48],abs_numerical_grad:30,absp:8,acceler:[8,34,59],accept:[6,8,13,29,68],access:[8,9,29,32,37,40,41,63,65],accessor:63,accord:[7,8,15,30,38,49,57,65,66,68,75],accordingli:[7,8],account:[68,119],accrodingli:36,accumul:[33,38,42,59],accur:[30,40],accuraci:[7,42],achiev:59,across:[8,13,56],act1:50,act2:50,act:[8,9,31,50,57,63,65,67,75,80,87,88,90,93],act_output:74,act_typ:[50,123],action:65,activ:[9,27,32,50,57,63,65,70,74,80,87,88,93,123],activi:9,actual:[8,36,48,50,59,74],adadelta:[80,123],adagrad:[59,73,123],adagradoptim:58,adam:[29,38,48,82,123],adamoptim:[121,123],adapt:[7,10,28],add:[8,9,13,28,30,31,32,36,40,42,46,47,51,58,59,62,63,65,66,68,70,72,77,95,98],add_activ:63,add_bia:63,add_depend:32,add_execut:32,add_input:[56,96],add_memori:56,add_output:56,add_scalar:[31,57,61],add_sum:63,add_test:[32,96],add_to:81,add_two:[31,56],add_unittest_without_exec:96,addattr:[74,97],addbia:96,addcom:[74,97],added:[7,8,28,31,46,59,66,70,95],adding:70,addinput:[74,97],addit:[8,9,68,70,75],addition:56,addop:47,addoutput:97,addr:33,address:[33,38,65,67,119],addrow:96,addtolay:8,addtyp:74,admin:119,administr:[40,119],adopt:[46,48],advanc:30,advantag:[30,46,59,64],adversari:[48,64],affect:[8,31],affili:57,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,45,46,60,63,65,66,95,101],again:[29,33,59],age:[14,111],agg_level:[8,89,90],aggreg:42,aggregatelevel:[89,90],ago:32,alexnet_pass1:108,alexnet_pass2:108,algo_hrnn_demo:90,algorithm:[8,10,37,57,59,70,121],align:[8,9,13],all:[2,6,7,8,28,29,31,32,33,36,38,40,41,43,45,48,49,50,53,55,56,57,58,59,61,63,65,67,68,74,80,92,111,119],alloc:[6,38,41,98],allow:[29,38,59,65,70],allow_only_one_model_on_one_gpu:[105,106,108],along:15,alpha:[32,70],alreadi:[32,33,63,65,66,72,77],also:[8,9,14,29,31,32,36,39,46,47,48,49,50,56,57,59,60,61,62,63,64,70,72,74,75,103,119,123],altern:101,altogeth:119,alwai:[8,9,28,32,53,67,73,111],amazon:110,ambigu:64,amd64:109,amend:95,amnih:8,analysi:101,ancestor:[61,63],android:115,android_abi:115,android_api:115,android_arm_neon:115,android_native_api_level:115,android_standalone_toolchain:115,android_toolchain:115,androideabi:115,angl:8,ani:[8,9,13,29,32,33,38,40,41,46,52,53,57,59,63,64,65,66,67,69,70],announc:46,anoth:[8,13,28,29,31,41,57,63,72,74],anroid_arm_mod:115,anyth:[13,57,64],anytim:48,anywai:101,api:[14,28,29,32,38,39,41,42,44,47,48,50,56,60,68,71,75,76,86,101,102,103,104,111,114,115,119,120],api_shar:32,api_test:32,api_trainer_config_helpers_lay:[93,123],apiserv:109,apivers:[109,110,111],appear:49,append:[2,13,28,42,57,63,64,90,93,104,111],append_backward:[101,102],append_backward_op:58,append_gradient_machin:28,append_op:63,append_oper:63,appleyard:103,appli:[8,48,49,72],applic:[46,49,63,68,101,103,110,119],applyl1:36,approach:[8,59,60,65,66,70,119,123],appropri:65,approxim:59,apt:[84,101,102],arbitrari:[8,53,65],arch:115,architectur:46,archiv:[14,54,55],area:48,arg:[2,7,9,50,58,74,82,97,111,122,123],arg_nam:8,argpars:111,args_ext:111,argu:62,argument:[2,8,13,15,31,36,37,58,60,62,63,67,111,115],argumentpars:111,argv:122,arithmet:46,arm64:[115,116],arm64_standalone_toolchain:115,arm:[46,115,116,117],arm_soft_fp_abi:115,arm_standalone_toolchain:115,armeabi:115,armv7:[46,116],armv8:46,around:[2,8,40,63,119],arrai:[4,6,8,13,15,28,38,49,57,61,63,64,68,75,80,82,87,97,122],arrang:75,arrow:48,articl:[49,95],arxiv:[8,9,48],as_row_vector:8,as_step_input:31,asgd:59,ask:[33,40],assert:4,assign:[7,8,37,46,119],associ:[60,69],assum:[7,8,31,65],assumpt:65,astyp:[64,97],asyc:33,async:[33,105],async_count:[105,106],async_lagged_grad_discard_ratio:106,async_lagged_ratio_default:[105,106],async_lagged_ratio_min:[105,106],asynchron:33,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,31,50,61,62,63,74,80,81,82,93,97],attr_map:74,attrdesc:61,attribut:[8,9,27,31,61,66,68,72,74,75],attributemap:97,attrproto:74,attrtyp:[61,74,97],attrvalu:74,auc:[42,105],author:[44,109],auto:[31,36,54,62,68,72,75,83,96,97,98,103],automat:[8,29,38,47,58,65,66,68,74,101],avail:[33,38,46,66,67,119],averag:[7,8,11,28,37],average_test_period:[105,106],avg:[89,103,123],avgcost:123,avgpool:[8,123],avoid:[30,31,33,59,60,65,103],avx:84,await:110,awar:[29,42,56,63,101],awk:104,aws:44,axi:[8,80],axis:8,aync:66,azur:109,b2t:121,b363:110,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:110,back:[8,28,33,46,48,59,65],background:[7,8,70],background_id:[7,8],backpropag:30,backward:[5,8,9,30,31,36,38,48,58,59,60,62,69,70,96,97],backward_first:93,backward_op:30,backwardactiv:96,baidu:110,bake:65,balanc:66,bandwidth:46,bare:[109,110,119],barrier:104,barrierstatset:103,basci:50,base:[7,8,11,13,14,29,37,42,46,52,58,59,65,68,69,70,75,94,101],baseactiv:9,baseev:28,basematrix:96,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[83,84,94,95,104,110,111],basic:[8,28,50,61,65,68,69,75],batch:[8,9,13,15,28,29,31,33,35,36,42,48,51,56,57,59,75,87,110,111,122,123],batch_0:122,batch_id:[28,48,87],batch_im:48,batch_images_from_tar:15,batch_label:48,batch_norm:48,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,64],batch_siz:[13,48,57,80,87,121,123],batch_szi:48,batch_z:48,batchnorm:48,batchsiz:[8,96],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:117,bdist_wheel:71,beacus:50,beam:[8,93],beam_gen:[8,93],beam_search:[28,57,92,93],beam_siz:[8,57,93,105,106,108],becaus:[7,8,14,29,31,32,33,38,46,57,60,63,64,70,72,73,75,76,90,101],becom:[66,72],been:[8,9,32,37],befor:[8,9,33,40,45,49,59,60,64,70,77,80,97,101,119],begin:[7,8,36,38,42,45,49,57],beginiter:[28,29],beginn:93,beginpass:[28,29],begintrain:29,behind:75,being:[40,62,64,101],belong:[7,8,65,72],below:[8,31,33,38,46,53,60,64,65,66,70,75,76],benchmark:53,benefit:[9,40,41,57],besid:[8,14,65],best:32,besteffort:110,beta1:10,beta2:10,beta:[48,122],better:[9,32,57,119],between:[7,8,15,28,32,33,38,46,55,60,65,66,67,69,72],bgr:[15,122],bi_gru:9,bi_lstm:9,bia:[8,9,57,63,96,122],bias:8,bias_attr:[8,9,63,80,82,90,93],bias_param_attr:9,biases_:96,biasparameter_:96,biassiz:96,bidi:110,bidirect:[8,9],bidirectional_lstm:81,big:[66,119],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:103,bin:[84,104,109,110,111],binari:[7,8,13,32,41,46,48,53,65,101],bind:[46,47,72],bit:46,bitcod:116,black:48,blank:8,block:[8,34,36,38,42,43,52,56,58,65,66,98],block_i:8,block_id:43,block_x:8,blockdesc:[31,49,63,68],blockdescbind:52,blueprint:57,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,68,84,93,120],bool:[6,7,8,9,10,11,13,15,28,31,46,51,62,63,73,74,75,76,96,106,108],boot:[8,92,93,119],boot_bia:8,boot_bias_active_typ:8,boot_lay:[90,93],boot_stat:75,boot_with_const_id:8,bootstrapp:119,borrow:[48,75],bos_id:[8,93],both:[5,6,8,9,15,29,31,32,33,40,46,48,52,57,62,65,66,73],bottom:[28,123],bound:8,boundari:65,boundri:7,box:[8,48],brace:[31,49],brain:40,branch:[8,29,31,32,51,61,65,71,95],break_if:75,brief:[32,38,46,98],broadcast:[33,68,119],broken:95,browser:101,bsd:94,buf:36,buf_siz:13,buffer:[13,36,53,59,64,72],buffer_s:13,buffered_read:64,bufsiz:13,bug:95,build:[8,14,32,41,49,50,59,65,70,71,74,83,94,95,99,101,102,104,111,112,113,115,116,117],build_dict:14,build_doc:99,build_model:48,built:[32,46,65,74,75,101,102,103,119],bunch:53,c11:54,c703c041:95,c99:55,cach:[46,65,80],cache_pass_in_mem:[2,80],cachetyp:[2,80],cacul:[9,42],caff:31,caffe2:31,caffe_poli:82,calc_batch_s:2,calcul:[7,8,9,30,33,38,42,46],call:[7,8,9,13,28,29,30,31,36,37,38,39,41,48,49,56,57,58,63,65,68,69,72,74,75,101,102,103,111,123],callabl:[6,8,13,14],callback:96,caller:[30,101],calrnn:90,can:[6,7,8,9,13,14,15,28,29,30,31,32,33,36,37,40,41,46,47,48,49,50,52,56,57,58,59,61,62,63,64,65,66,67,68,69,70,74,75,101,103,119],can_over_batch_s:2,cancel:40,candid:[8,57],cannot:[67,68,72,75,77],cantain:50,capabl:[46,60,68],capac:70,capi:54,capi_prvi:55,caption:57,captur:8,care:[9,41,64,119],caret:28,carpedm20:48,cast:46,cast_to_op_attr:74,cat:[13,15,84,104,111,122],categori:[8,14,33],categorig:14,categoryfil:110,caus:[33,45],cburg:8,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,ceil:8,ceil_mod:8,cell:[8,9],center:15,center_crop:15,cento:[86,119],central:70,ceph:[13,35,109],cephf:[35,41,44],certain:[58,72],certif:[29,44,109],cffi:54,cfg:110,cgo:54,chain:[13,49],challeng:[8,33,51],chanc:[29,46],chang:[8,14,32,37,41,60,61,64,69,72,95],channel:[8,9,15,103],channel_shar:8,chapter:[56,57],chapter_data:56,chapter_out:56,check:[2,13,31,32,62,68,82,95,96,106],check_align:13,check_attr:74,check_eq:96,check_fail_continu:2,check_grad:[30,97],check_l:96,check_sparse_distribution_batch:[105,106],check_sparse_distribution_in_pserv:[105,106],check_sparse_distribution_ratio:[105,106],check_sparse_distribution_unbalance_degre:[105,106],checker:68,checkgrad:106,checkgrad_ep:106,checkmark:119,checkout:95,checkpoint:[62,66],checksum:44,child:31,choic:32,choos:43,chosen:48,chunk:[37,44],chunk_schem:7,chunktyp:7,chw:15,circl:49,claimnam:111,clang:[46,54,95,115],clarifi:7,clariti:57,classic:8,classif:[8,49,123],classifi:[8,48,122],classification_cost:[65,80,90,123],classification_error_evalu:[7,123],classification_evalu:7,clean:[31,32,60,68,77,95],clear:[7,32,57,60,72],clearer:[60,63],clearli:72,click:101,client:[36,39,68,109],clip:[6,9,106,123],clock:8,clone:[8,83,94,101,102,115,117],close:[2,64,67,95],cloud:[32,33,41,44,45,67,68,119],cloud_read:13,cluster:[13,28,29,31,33,38,65,67,104,109,111],cluster_test_fil:104,cluster_train:[80,104,123],cluster_train_fil:104,cluster_train_v2:104,cmake:[55,77,83,94,95,97,99,101,103,115,116,117],cmake_build_typ:[101,115,116,117],cmake_c:[115,116],cmake_system_nam:[115,116,117],cmakelist:[32,96],cmatrix:[54,55],cmd:13,cnn:[8,110,123],coars:47,code:[2,4,8,13,29,32,40,43,46,47,48,49,53,58,59,60,62,64,65,66,68,69,70,74,75,96,110],codebas:68,coded_stream:82,codedinputstream:82,coeff:8,collabor:33,collect:[8,14,28],collectbia:96,color:[15,122],colour:14,column:[7,8,49,64,67,101],column_evalu:7,com:[8,9,14,32,48,83,94,95,101,102,109,110,115,117,119,122],combin:[7,8,9,13,28,58,68,72],come:[42,61,65,75],comma:[28,38],command:[13,32,36,41,45,94,96,101,108,110,111,112,113],commandlin:[103,111],comment:[32,50,74,90,111],commit:[32,110],common:[15,35,70],commonli:[45,70,101],commun:[33,38,39,65,66],compar:[30,32,68],comparison:32,compat:[46,47],compil:[8,32,50,52,65,69,73,74,76,94,104,115,116,117],complaint:32,complet:[8,9,14,28,31,33,37,38,44,49,53,68,101,110,111,119],complex:[9,40,57,68],complic:[8,47,64,65,75],compon:[50,65,75],compos:[13,29,47,50,56,63,68],composenotalign:13,composit:47,compress:37,comput:[8,9,29,30,33,46,50,53,58,59,65,66,67,69,72,76,97,98,101],computation:8,computationgraph:50,concat:[48,93],concaten:[8,9,48,56,75,80],concentr:68,concept:[7,29,47,48,50,56,57,59,60,61,67,72,75,76],conceptu:[48,50],concern:[29,42],concis:[48,75],concret:68,concurr:[33,40,66],cond:[31,51,61],condit:[8,37,51,65,110],condtion:48,conf:[4,8,82,90,104,111,121,122],conf_paddle_gradient_num:111,conf_paddle_n:111,conf_paddle_port:111,conf_paddle_ports_num:111,conf_paddle_ports_num_spars:111,confid:8,confidence_threshold:8,config:[6,8,35,45,57,87,96,105,106,108,109,110,111,119,123],config_:[36,106],config_arg:[105,106,108,122,123],config_bas:[7,8,28],config_lay:96,config_len:38,config_pars:[4,96],config_proto:38,configprotostr:82,configur:[8,28,36,38,40,41,50,63,66,88,96,119,121,122],confirm:45,conflict:[72,95],confus:[15,48],conll:14,connect:[9,41,65,66,78,110,119,123],connectionist:8,consequ:[8,9],consid:[7,8,62,119],consider:[8,9],consist:[7,8,14,15,37,53,61,64,68,69,74],consolid:31,const_cast:97,constant:[8,50,52,67,82],constraint:[65,72],construct:[7,29,50,56,63,68,72,74,76],constructbackwardgraph:49,constructoptimizationgraph:49,constructor:[46,63,68,72,74],consum:[33,101],contact:40,contain:[2,7,8,9,11,13,14,15,28,29,31,37,43,48,50,53,60,63,67,68,69,72,73,74,75,76,94,110,111],content:[38,45,53,57],content_len:38,context:[2,8,9,14,72,73,80,93,97,98,109],context_attr:9,context_len:[8,9,123],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,123],continu:[7,33,53],contrast:8,contrib:70,contribut:70,contributor:68,control:[6,31,67,110,119],conv2d:48,conv:[9,48],conv_act:9,conv_batchnorm_drop_r:9,conv_bias_attr:9,conv_filter_s:9,conv_layer_attr:9,conv_num_filt:9,conv_op:8,conv_pad:9,conv_param_attr:9,conv_strid:9,conv_with_batchnorm:9,conveni:[29,50,58,74],convent:38,convers:[46,65],convert:[2,4,14,35,46,64,69],convlay:8,convolut:[8,9,13,48,63],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:95,coordin:[33,38],copi:[28,29,37,40,45,49,56,57,59,75],core:[6,50,55,59,60,75],coreo:119,corner:68,corpu:14,correct:[8,30,46],correctli:[7,13,46,48],corresond:46,correspoind:29,correspond:[8,29,31,32,46,50,51,56,57,63,67,68,69,70,74,82,101],corss_entropi:29,cortex:46,cos:[8,74],cosin:[8,74],cosineop:74,cosineopproto:74,cosineopprotomak:74,cost:[28,29,49,58,61,62,65,67,87],cost_id:8,cost_np:62,cost_val:65,could:[8,13,28,29,30,37,46,56,58,59,60,61,63,64,65,66,69,101],count:[7,33,41,42,62,64,103,104,106,108,110],counter:[33,37,49],cours:[7,41],covari:8,cp27:86,cp27m:86,cp27mu:86,cpp:[30,36,47,54,55,60,66,68,76,82,90,96,103,111,123],cprofil:[101,102],cprofilev:[101,102],cpu:[2,6,8,30,41,46,59,60,65,67,68,70,71,94,97,98,101,103,108,110,111],cpu_avx_mkl:86,cpu_avx_openbla:86,cpu_per_p:67,cpu_per_train:67,cpuinfo:84,cpuplac:[97,98],cpusparsematrix:55,crash:[33,103],creat:[6,8,13,28,29,30,31,33,38,42,44,45,46,47,48,49,56,58,59,60,63,69,70,82,87,95,96,104,110,111,119],create_backward_pass:58,create_bias_paramet:96,create_block:63,create_cloud_job:67,create_doc_str:74,create_input_paramet:96,create_op:97,create_oper:47,create_optimization_pass:58,create_paramet:63,create_python_ops_creatation_funct:74,create_rnn:31,create_rnn_op:56,create_tmp_var:63,create_tmp_vari:63,create_var:63,create_whileloop:75,createfromconfigproto:4,creategradientoper:69,createop:74,createoper:31,createvari:31,creation:47,creator:[13,14,35,68,69],creator_:69,credenti:45,critic:[48,101],crlf:95,crop:[15,122],crop_siz:[15,122],crope:15,cross:[8,63,82,115,116,117,123],cross_entropi:[8,29,48,67],cross_entropy_with_selfnorm:8,crt:[44,109],csc:96,csr:96,csv:82,ctc:7,ctc_evalu:7,ctest:[83,94,95,97],ctor:63,ctrl:[94,104],ctx:[97,98],cuda7:86,cuda8:[83,86],cuda:[32,68,94,103,106],cuda_dir:[105,106],cuda_fp16:46,cuda_so:[77,84],cuda_visible_devic:80,cudaconfigurecal:103,cudadevicegetattribut:103,cudaeventcr:103,cudaeventcreatewithflag:103,cudafre:103,cudagetdevic:103,cudagetdevicecount:103,cudagetdeviceproperti:103,cudagetlasterror:103,cudahostalloc:103,cudalaunch:103,cudamalloc:103,cudamemcpi:103,cudaprofilerstart:103,cudaprofilerstop:103,cudaprofilestop:103,cudaruntimegetvers:103,cudasetdevic:103,cudasetupargu:103,cudastreamcr:103,cudastreamcreatewithflag:103,cudastreamsynchron:103,cudeviceget:103,cudevicegetattribut:103,cudevicegetcount:103,cudevicegetnam:103,cudevicetotalmem:103,cudnn:[8,11,32],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[105,106],cudnn_convt:8,cudnn_dir:[105,106],cudnnv5:83,cudrivergetvers:103,cuinit:103,cumtim:[101,102],cumul:8,cur_mem:57,curl:[13,109],curli:[31,49],current:[2,8,31,32,33,36,38,42,56,57,59,60,63,66,67,72,75,109,120],current_block:[61,63],current_oper:61,current_word:[80,93],currentcost:123,currentev:123,curv:29,custom:[29,41,46,48,57,59,68],custom_batch_read:64,cut:[66,75],cut_lin:13,cutoff:14,cv2:15,cxx:116,cxx_compil:[115,116,117],cxx_flag:116,cxx_flags_minsizerel:115,cxxabi_1:86,cycl:33,cyclic:8,cython:54,d_b0:48,d_b1:48,d_b2:48,d_block:48,d_f:48,d_g:48,d_h0:48,d_h0_bn:48,d_h0_relu:48,d_h1:48,d_h1_bn:48,d_h1_relu:48,d_h2:48,d_loss:48,d_loss_fak:48,d_loss_real:48,d_optim:48,d_step:48,d_t:48,d_w0:48,d_w1:48,d_w2:48,dalla:2,dandroid_abi:115,dandroid_arm_mod:115,dandroid_arm_neon:115,dandroid_standalone_toolchain:115,darwin:109,dash:48,dat:35,data:[2,7,14,15,28,29,30,31,35,36,37,42,44,46,48,49,50,52,53,56,57,58,59,60,61,63,66,67,68,70,72,73,74,75,76,80,87,88,90,93,98,104,105,110,111,112,121,122,123],data_batch:80,data_config:4,data_dir:121,data_fil:15,data_i:48,data_lay:[2,36,80,90,123],data_read:[13,64],data_reader_creator_random_imag:64,data_shar:75,data_typ:[13,14,53,73,76,87,88,93],data_x:48,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:16,dataflow:50,dataprovid:[1,80,82,111,123],dataprovider_:123,dataprovider_bow:123,dataprovider_emb:123,dataproviderconvert:4,datasci:8,dataset:[35,41,59,64,87,88,93,101,102,104,122],dataset_nam:15,datatyp:[14,73,76],dcgan:48,dcmake_build_typ:99,dcmake_install_prefix:[115,116,117],dcmake_system_nam:[115,116,117],dcuda_arch_nam:83,dcudnn_root:83,ddim:98,dead:33,deal:119,deb:95,debug:[30,45,65,99,101,102],debug_str:50,decai:10,decar:13,decayr:36,decent:37,decid:[29,40,48,53,59,69,70,73,120],declar:[8,31,48,56],decod:[8,9,92,93],decoder_boot:93,decoder_dim:57,decoder_group_nam:93,decoder_input:[57,80,93],decoder_mem:[57,93],decoder_prev:9,decoder_s:[80,93],decoder_st:[9,93],deconv:[8,48],deconvolut:8,decor:[2,13],deduc:68,deep:[8,40,48,49,68,70,103,122],def:[2,4,8,13,29,30,35,41,42,47,48,50,56,57,58,63,64,74,75,80,82,87,90,93,96,97,111,122,123],def_block:48,default_block:48,default_decor:111,default_devic:108,default_param_attr:63,default_st:75,default_valu:108,defaultinfervartyp:52,defect:60,defer:40,defin:[2,8,9,13,28,29,31,32,33,40,46,47,48,50,56,61,63,64,66,68,72,74,75,80,87,97,101,123],define_py_data_sources2:[2,82,122,123],definit:[31,33,37,43,61,65,69,74,75,101,121],definiton:47,degre:8,delai:59,delet:[41,44,95,120],delimit:[7,82],deliv:119,delta:[8,30],delv:8,demand:33,demo:[4,8,14,68,110,112,121,122,123],dens:[8,13,38,39,73],dense_arrai:13,dense_vector:[2,4,13,87,88],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,43,50,62,65,66,73,119],dependent_var:62,deploi:[8,119],deploy:[50,53,68,119],deprec:8,depth:31,dequeu:66,deriv:[5,29,51,58],desc:[31,53,63,74,75],desc_:31,descend:75,descent:[8,33,59],descproto:53,describ:[29,31,32,37,53,56,57,60,61,63,68,73,74,76,110],descript:[7,31,32,52,53,69,73,76,111],deseri:[28,53,60],deserializ:68,desgin:49,design:[8,13,36,54,59,70,119],desir:[13,33,59,110],destin:[38,45],destroi:31,destruct:72,det_output:7,detail:[6,7,8,9,10,30,37,41,45,48,50,53,56,63,65,67,70,72,75,76,101,119],detect:[52,95],detection_evalu:7,detection_output:7,determin:[8,13,31,68],dev:[68,77,84,94,95,101,102,115,119],dev_ctx:31,develop:[32,52,60,63,69,71,95,101,116],deviat:6,devic:[6,42,43,46,50,60,65,67,68,77,84,98,108],device_context:97,device_context_:97,devicecontext:[31,97],deviceid:108,devid:8,dhcp:119,diagram:56,diamond:48,dic:15,dict:[2,7,14,28,63,67,82,90,111],dict_dim:[80,90],dict_fil:[7,90],dict_siz:[14,36,57],dictionari:[2,7,8,14,28,29,30,63,67,80,123],dictrionari:123,did:60,diff:95,diff_mat:30,differ:[7,8,28,31,32,33,38,40,42,43,46,48,50,51,57,59,62,65,66,67,69,72,75,101],differenti:47,difficult:[7,30],digit:8,digraph:50,dilat:8,dilation_i:8,dim0:97,dim1:97,dim:[8,13,36,53,56,68,73,76,96,97,98,121],dim_:98,dimens:[5,8,9,11,13,48,68,73,75,80,98],dimension:8,dimes:8,dios_arch:116,dios_enable_bitcod:116,dios_platform:116,dios_use_veclib_for_bla:116,dir:[111,115,122],direct:[8,9,15,59,101],directli:[9,32,39,41,46,60,65,74,75],directori:[8,32,35,40,44,45,95,103,110,120],disabl:82,disadvantag:[59,63],discard:[13,33,37,57,95,106],discexp:82,discount:8,discov:33,discret:8,discrim:48,discuss:[29,31,37,38,39,65],disk:53,dispatch:[60,65],displai:[41,45],dist:[71,77,83],dist_train:[29,41],distanc:[7,8],distinguish:32,distribut:[8,31,37,38,39,40,42,66,67,68,76,106,112,113,119],distribute_test:[105,106],disucss:29,divid:[8,10,42,43,74,76,101],diy_beam_search_prob_so:[105,106],do_forward_backward:64,doc:[4,13,50,56,75,97,99,104,111],doc_cn:99,doc_them:99,docker:[71,77,83,84,95,104,110,111,112,113,115,119],docker_build:29,docker_clust:104,docker_push:29,dockerfil:[94,95,111,115,117],document:[8,9,30,44,49,56,57,65,68],documentari:2,doe:[9,33,37,38,40,41,46,50,56,60,63,65,66,68,69,70],doesn:[6,8,13,29,31,64,67,101],dog:122,doing:[36,40,49,65],don:[9,29,32,47,49,64],done:[7,8,9,32,33,37,38,52,53,59,65,69,70,95,101,103,111],dot:[8,9,97],dot_period:[106,108,111],dotmuloper:8,dotmulproject:8,doubl:[46,49,65,97,106],down:103,download:[14,32,33,36,40,44,110,119],doxygen:95,dozen:32,dpython_execut:77,dpython_include_dir:77,dpython_librari:77,draw:57,drive:72,drop:[8,9,57],drop_fc:81,drop_rat:[6,81],dropout:[6,9,81],dropout_r:[8,81],drpi_arm_neon:117,drpi_toolchain:117,drwxr:110,dst:38,dtoh:103,dtype:[4,50,63,82,122],due:[37,40,48,57,63,101,102],dummi:[28,37],dump:53,duplic:66,durat:37,dure:[2,8,9,31,33,37,40,41,42,59,68,119],duse_eigen_for_bla:115,dwith_c_api:[55,115,116,117],dwith_doc:99,dwith_gpu:[83,99,117],dwith_mkl:99,dwith_profil:103,dwith_python:[55,117],dwith_swig_pi:[55,115,116,117],dwith_test:[83,97,116],dwith_tim:103,dynam:[2,38,55,56,64],dynamic_cast:96,dynamic_recurrent_op:75,e2e:119,each:[2,7,8,9,11,13,14,28,30,32,33,36,37,38,40,41,42,43,49,52,56,57,60,62,63,64,65,66,68,69,72,73,74,75,101,119],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,earli:46,eas:[13,52],easi:[30,57,59,64,68,70],easier:[29,46,64,66,75],easili:[29,48,64,69,72],ec2:109,echo:[77,84],edg:[15,67],edit:7,editor:63,edu:[8,14,110],effect:[8,28],effici:[8,53,64,65],effort:65,efg:8,eigen:[46,59,68,70,97],eigen_use_gpu:97,eigenmatrix:98,eigentensor:98,eigenvector:98,either:[8,9,13,28,29,48,51,52,56,59,65,70],electron:110,elem_dim:8,element:[7,8,9,13,15,28,30,37,50,57,66,67,68,97],element_typ:38,elementari:68,elif:[29,74],els:[29,36,41,48,51,52,65,66,72,74,84,90,96,122],emac:94,emailweixu:32,emb1:[36,90],emb2:[36,90],emb:[80,82,90,110,123],emb_group:90,emb_para:82,emb_param_fil:82,emb_sum:80,embed:[29,31,36,52,57,66,73,75,82,93,121],embedding_lay:[36,80,90,123],embedding_nam:[8,93],embedding_s:[8,93],empir:8,emplace_back:96,emploi:74,empti:[7,13,33,57],emul:46,enabl:[6,8,31,32,37,50,66,94,103],enable_grad_shar:[105,106],enable_parallel_vector:106,enc_proj:[9,93],enc_seq:9,enc_vec:93,encapsul:[38,67],encod:[9,37,57,90],encoded_proj:[9,93],encoded_sequ:[9,93],encoded_vector:93,encoder1:90,encoder1_expand:90,encoder1_rep:90,encoder2:90,encoder2_rep:90,encoder_ctx:57,encoder_ctx_expand:57,encoder_ctx_proj:57,encoder_dim:57,encoder_last:8,encoder_out_seq:57,encoder_s:93,encount:36,encourag:65,end2end:119,end:[7,8,28,31,50,57,60,64,72,93,95],end_pass:29,end_po:8,endforwardbackward:28,endian:53,enditer:[28,29,87],endpass:[28,29],endpoint:[13,35],endtrain:29,engin:41,english:8,enlarg:97,enough:31,enqueu:66,ensembl:9,ensur:[33,72],enter:31,enterpris:68,entir:[8,9,38,40],entiti:[7,31,72],entranc:43,entri:[13,37,41,52],entropi:[8,63,123],entry_point:41,enueu:66,enumer:[5,82],env:[80,101,102,111],environ:[29,67,77,101,103,110],environmenterror:104,eol:95,eos_id:[8,93],epoch:48,epsilon:[8,10],equal:[8,9,33,75,90,97],equat:[7,8,9,10,97],equival:[29,31,51,74,119],error:[6,7,8,9,29,30,37,45,46,72,77,82,97,106,123],error_clipping_threshold:[6,80],especi:[8,9],essenc:29,essenti:[8,29,43,46],estim:[8,29,59,66],eta:110,etc:[7,13,31,42,59,64,65,72,119],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:111,euclidean:8,eval:[7,31,42,48,67,68,123],eval_program:42,eval_result:42,evalu:[8,16,27,28,40,43,50,62,65,67,103],evaluate_difficult:7,even:[29,46,63,64],evenli:38,event:[87,110],event_handl:[28,29,87],eventu:[65,75],everi:[7,8,9,13,29,33,37,38,40,42,49,50,52,56,63,66,72,74],everyth:[48,65,66],evid:60,exactli:[8,9,80],exampl:[7,8,9,13,14,15,28,31,41,42,45,47,48,49,50,52,56,57,60,61,63,64,66,68,69,70,73,75,101,122],exc_path:77,exceed:8,except:[8,14,40,49,75],exchang:60,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:109,execut:[32,33,37,41,42,43,48,50,67,69,101],executioncontext:[97,98],executor:[16,42,46,48,58,61,101,102],exist:[29,31,33,45,57,63,64,67,69,74,75,98],exit:[38,45,110],exp:82,expand:[57,90],expand_a:[8,89,90],expand_lay:90,expand_level:[8,89],expandconvlay:8,expandlevel:89,expans:8,expect:8,experi:53,expert:32,expir:33,explain:[7,33,47,49,101],explan:[8,30,41,65,72],explicit:[75,96],explicitli:[29,65,67],explor:[8,57,70],expon:8,exponenti:5,expos:[39,53,75],express:[29,42,50,66],ext:8,extend:[7,59,66,75],extens:[40,57,66],extent:55,extern:[32,54,55,68],external_librari:32,extra:[6,8,9,65,70,119],extra_lay:28,extraattr:[6,108],extraattribut:8,extraattributenon:8,extract:[7,8,60,65,121,122],extract_fea_c:122,extract_fea_pi:122,extralayerattribut:[6,9,80,81],extralayeroutput:9,extrem:8,f1205:82,f120da72:110,fa0wx:110,fabric:104,face:[32,70],fact:[61,63],factor:[6,10],factor_s:8,factori:54,fail:[33,37,57,67,77,82,106,110],failur:[33,38],fake:48,fake_imag:64,faked_imag:48,fall:[46,62],falloc:44,fals:[6,7,8,9,10,13,30,31,51,56,61,62,64,73,76,80,87,88,90,93,96,97,104,108,110,121,123],false_block:[31,51,61],false_label:64,false_neg:42,false_posit:42,false_read:64,faq:114,far:75,fashion:65,fast:[8,37,103],faster:[8,9,33],fault:[28,37,68],fbd1f2bb71f4:110,fc1:[50,67,96,108],fc1_bia:50,fc1_weight:50,fc2:[50,67,108],fc3:[50,108],fc4:108,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[63,74,80,82,90,108,123],fc_layer_nam:9,fc_mat:28,fc_op:74,fc_out:31,fc_output:74,fc_param_attr:9,fc_without_b:31,fclayer:96,fcop:47,fdata:90,fea:122,fea_output:122,feasibl:59,featur:[2,5,8,13,14,46,50,65,95,122],feed:[9,28,29,49,56,65,67,70,87],feed_dict:[48,67],feeder:13,festiv:2,fetch:[14,33,36,62,65,77,95],fetch_op:62,few:[32,33,59,64,65,73],fewer:[8,63],fg0:8,field1:28,field2:28,field:[8,28,31,50,52,53,62,69,73,74,80],fifth:49,figur:[29,32,48,56,63,65,66,121],file:[2,7,8,13,14,15,28,29,32,33,35,37,38,40,41,44,45,50,53,55,64,65,68,76,95,97,119,122],file_list:2,file_nam:[82,90,122,123],file_typ:13,filenam:[2,15,35,63,80,101,102],fileoffset:44,filesystem:[40,41,44,65],fill:[8,33,37,63],fill_zero_grad:68,filter:[8,9],filter_s:[8,9],filter_size_i:8,find:[8,31,33,40,46,50,57,72],find_var:30,findop:31,findvar:[31,72],fine:[6,37,47],finish:[33,37,40,41,74,110],first:[8,28,29,31,33,37,40,41,45,48,49,50,56,57,61,62,63,65,68,73,74,75,97,98,119,123],first_seq:93,firstli:[7,8],firstn:13,firstseen:110,fit:[14,46,53,57,68],five:61,fix:[6,8,54,65,95,101],flag:[8,14],flatten0:50,flatten:[50,61,63,98],flatten_result:80,flexibl:[8,9,29,38,49,56,57,59,64,65,75],flip:15,flist:104,float16_t:46,float32:[4,13,46,47,48,63,64,82,97,122],float_to_half_rn:46,floor:[8,82],flow:[31,56,71],fluid:[101,102],fmt:82,fname:82,focu:[50,101],folder:[32,35,41,45],follow:[7,8,9,10,13,15,28,29,30,31,32,33,37,41,46,47,48,49,50,51,52,56,57,59,61,62,63,64,65,66,68,69,70,72,73,74,75,101,112,113,119],forbid:29,forc:63,force_load:54,forest:31,forget:[10,29],fork:8,form:[8,9,42],format:[7,13,14,15,28,30,37,46,57,75,88,95,96],former:[29,32,59],formula:[8,9,10,30],formular:8,forth:48,forward:[5,8,9,30,31,36,38,48,53,58,60,61,64,68,69,70,73,96],forward_op:30,forwardactiv:96,forwardbackward:28,forwardtest:4,found:[8,46,61,70,72],four:[7,42,49],foward:62,fp16:[46,68,76],fp32:[68,76],fp64:76,fparam:82,fpga:67,frame:[7,68,75],framework:[29,31,42,46,50,59,61,68,70,72,74,97,101,102],free:[14,119],frequenc:14,frequent:[37,64,68,70],fresh:[40,67],friend:72,friendli:48,fritz:8,from:[2,4,7,8,9,13,14,15,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,56,57,58,60,61,63,64,65,66,67,68,69,72,75,77,92,97,98,101,102,103,110,119,121,123],from_no_sequ:[8,89],from_sequ:[8,89],from_tar:28,fromfil:[64,82,122],fromstr:82,front:50,fulfil:103,full:[8,33,40,56,59,119],full_matrix_project:[9,90,93],fulli:[65,66,119,123],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[50,63],fullyconnectedlay:96,func:[2,13,37,69],funciton:9,functor:[47,50],fundament:[46,66,68],further:[8,74,119],furthermor:67,futur:[8,40,46,56,65,68,120],fvs:74,fwd_op:69,g_b0:48,g_b1:48,g_b2:48,g_block:48,g_h0:48,g_h0_bn:48,g_h0_relu:48,g_h1:48,g_h1_bn:48,g_h1_relu:48,g_h2:48,g_im:48,g_loss:48,g_optim:48,g_program:63,g_step:48,g_w0:48,g_w1:48,g_w2:48,gain:8,gamma:122,gan:29,gangliao:32,gate:[8,9],gate_act:[8,9,90],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,60,97],gauss:6,gaussian_normal_random:48,gcc:[46,54,68,83,94,101,115,117],gcc_3:86,gce:109,gcepersistentdisk:109,gcreators_:74,gen:8,gen_proto_pi:99,gen_rand_param:82,gender:[14,111],gendrated_id:57,gener:[2,7,8,9,13,28,29,30,31,32,33,35,37,38,40,47,52,59,61,62,63,64,65,66,68,69,73,74,75,103,108,111,121],generated_id:57,generated_scor:57,generated_word_embed:8,generatedinput:[8,92,93],genr:111,geq:8,gereat:7,get:[2,7,8,13,14,28,30,31,32,33,37,38,40,41,44,48,50,56,57,63,67,68,69,72,74,75,84,96,101,102,104,110],get_all_op_proto:74,get_block:63,get_cloud_job:67,get_config_arg:108,get_data:[110,123],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:96,get_model:122,get_movie_title_dict:14,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_sample_from_lin:80,get_shap:28,get_support:[77,86],get_symbol:50,get_tensor:30,get_vari:31,get_word_dict:14,getbatchs:96,geteigendevic:98,getenv:[29,41,104,111],gethostbynam:111,gethostnam:111,getidmap:111,getinfervartyp:52,getinput:96,getinputgrad:96,getinputvalu:96,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:96,getoutputvalu:96,getparam:36,getparameterconfig:36,getparameterptr:96,getparameterspars:36,getparametersremot:36,getplac:[97,98],getpodlist:111,getsiz:96,gettask:37,gettranspos:96,getw:96,getweight:96,getwgrad:96,gist:9,git:[71,77,83,94,95,115,117],github:[9,32,48,83,94,95,101,102,115,117,122],give:[2,33,56,63,68],given:[8,13,28,38,40,47,48,57,64,66,67,70,75],glibc:[115,117],glibc_2:86,glibcxx_3:86,glide:32,global:[6,29,31,32,33,50,60,67,68,72,74,94,103],global_block:63,global_learning_r:6,globalstat:103,globalstatinfo:103,globe:2,glusterf:109,gnueabihf:117,go_librari:32,go_test:32,goal:[46,49,68],gob:37,godep:32,godoc:54,goe:[8,9,33,51,72],going:[47,59,101,119],golang:32,good:[48,59,64,70,101,119],goodfellow13:8,googl:[29,68,82,101,102,115],googleapi:109,got:72,gprof:102,gprotos_:74,gpu:[6,8,11,30,41,42,46,59,60,65,67,68,70,71,77,84,86,88,94,97,103,104,108,119,122],gpu_id:[80,106,108],gpu_per_train:[65,67],gpugpu_id:105,gpukernel:68,gpuplac:97,grab:33,grad:[30,38,73,106],grad_op_class:68,grad_op_maker_:69,grad_op_typ:[68,69],grad_op_type_:69,grad_share_block_num:[105,106],grad_var_nam:30,gradient:[6,7,8,10,28,33,37,49,52,58,59,60,68,73,101,104,106,111,123],gradient_check:97,gradient_clipping_threshold:[6,80,123],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,55],gradientcheck:97,gradientmachin:[4,28,55,60,111],gradientmachine_:36,gradopdescmak:[52,69],gradopdescmakerbas:69,gradopmak:69,grai:15,grain:47,gram:121,grandient:28,graph:[8,28,31,32,33,42,43,48,56,59,61,65,67,76],great:[66,119],greater:[8,59],greaterthan:74,green:48,grep:[84,104],groudtruth:93,ground:[7,8],group:[9,37,50,119],group_input1:93,group_input2:93,group_input:[90,93],grouplen:14,grpc:119,gru:[8,57,123],gru_bias_attr:9,gru_decod:93,gru_decoder_with_attent:93,gru_encoder_decod:121,gru_layer_attr:9,gru_memori:9,gru_out:57,gru_siz:123,gru_step:[57,93],gru_step_lay:9,grumemori:[9,81,93],gserver:[8,96],gsizex:103,guarante:63,guard:36,guest:86,gui:101,guid:[44,68,110],gzip:[13,37,110],h0_bn:48,h_prev:31,hadoop:[13,29],half:46,half_to_float:46,hand:68,handi:32,handl:[13,29,41,50,60,64,65,67,72,75],handler:[28,31],happen:[37,74],hard:[57,65,66,75],harvest:123,has:[7,8,9,14,29,30,31,32,33,37,38,40,42,46,48,50,53,57,61,65,66,67,68,73,74,103,119],has_kei:28,has_selected_colum:8,hasdependentvar:62,hassubseq:90,have:[8,9,13,29,30,31,32,33,37,38,40,41,46,47,48,49,53,56,57,59,60,61,63,64,65,66,67,68,69,72,73,76,119],hdf:[13,35],head:[97,104],header:[38,53,55,68,82,122],headip:104,height:[8,13,15,31,54,64,82,96,97],height_:73,held:33,hello:29,help:[4,8,31,45,50,57,64,68,75,95,101],helper:[8,65,69,75],henc:[59,63,65,69,70,72],here:[6,7,8,9,13,29,32,33,39,45,49,50,56,64,70,74,104,119],heterogen:[65,66],heurist:[8,57,66],hidden:[8,9,58,65,81,82],hidden_a:82,hidden_b:82,hidden_dim:90,hidden_out:31,hidden_s:9,hierach:92,hierarch:[8,61,63,68,90],hierarchi:68,high:[6,46,119],higher:[47,56,75],highest:[13,31],highli:[14,75],him:29,hint:[4,66,101],his:67,histor:47,histori:10,hl_get_sync_flag:96,hold:[29,33,37,39,46,48,50,52,67,72,74,98],holder_:98,home:[35,45,65,67,84,101,102,104,110,111],honor:37,hook2:90,hook:[6,90],hookattr:6,hookattribut:6,horizont:[8,15],host:[32,41,110],host_c:[115,116,117],hostfil:104,hostnetwork:111,hostpath:[109,110,111],hot:123,hous:[2,14,88],how:[6,8,29,31,33,37,45,47,50,56,57,60,65,70,74,101],howardjohnson:90,howev:[8,9,30,40,59,60,63,64,65,69,70,73,74],howto:[104,111],hpp:[46,54],html:14,htod:103,http:[8,9,13,14,32,41,48,83,84,94,95,101,102,104,109,110,115,117,119,122],huber:8,huge:59,human:8,hwc:15,hyper:[8,48],hyperparamet:[8,70],hyperplan:13,i1116:111,i1117:103,i386:116,iOS:116,icml2006_gravesfgs06:8,icml_rank:8,ics:14,id_input:7,id_rsa:104,idea:[32,59,64,70,101],ideal:65,ident:[8,69],identifi:51,identityoffsetproject:8,identityproject:8,idmap:111,ids:[7,8,57,80],idx:[37,48,96],ies:45,ifels:[31,61],ifelseop:61,ight:8,ignor:[2,8],iil:82,illustr:[7,33,38,47,56,65,67],ilsvrc:122,im_siz:48,imag:[11,12,13,14,29,48,49,57,58,61,64,67,94,95,110,111,112,113,119,122],image_a:64,image_b:64,image_fil:64,image_lay:64,image_list_provid:122,image_nam:29,image_path:64,image_reader_cr:64,image_s:122,imagenet:[8,35],imagepullpolici:111,imageri:8,images_reader_cr:64,imagin:49,img2label:15,img:[2,8,9,65],img_conv_lay:9,img_pool_lay:9,imgsiz:103,imgsizei:103,imgsizex:103,immedi:[59,70],immutable_paramet:29,imperfect:68,implement:[8,9,13,31,37,38,39,40,41,47,50,51,52,54,55,57,60,62,65,66,72,74,75],implemet:36,impli:32,implicit:67,imposs:[57,119],improv:[8,66,68,101],inarg:[4,36],inc_path:77,includ:[7,8,9,14,15,29,31,32,38,41,46,48,50,54,55,56,57,61,63,68,74,95,97,101,103,115,116,117],inclus:57,incorpor:8,incorrect:8,increas:[33,37,46,82],increment:[42,49],incupd:96,inde:13,independ:[8,30,38,67,72,119],index:[7,8,11,13,14,28,30,31,33,37,61,63,75,90],indexslot:8,indic:[7,8,31,38,48,56,61,69,73,75],indice_map:75,indices_map:75,individu:33,industri:[33,53,119],ineffici:60,infer:[15,29,31,33,42,51,52,54,62,63,67,68,73,88],infer_shap:63,infer_var_type_:52,inferfac:52,inferior:40,infershap:[31,63,68,97,98],infershapecontext:[97,98],infervartypefn:52,info:[7,8,14,46,56,87,90,96,104,111,119],inform:[8,14,28,31,41,45,50,53,56,63,65,70,72,73,101],inherit:[31,58,68],ininst:29,init:[6,28,31,48,56,57,65,87,88,96,104,111],init_attr:63,init_from_tar:28,init_hook:[90,123],init_model_path:[105,106,108,121,123],initi:[2,6,8,9,14,16,28,32,37,42,49,56,59,63,65,66,70,74,75,88,106,123],initial_max:[6,82],initial_mean:[6,8,82],initial_min:[6,82],initial_std:[6,8,82],initialize_op_attr:63,initpaddl:4,initrd:119,inlcud:9,inlin:98,inner:[8,80,90],inner_:90,inner_mem:90,inner_param_attr:9,inner_rnn_output:90,inner_rnn_st:90,inner_rnn_state_:90,inner_step:90,inner_step_impl:90,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:98,input1:[8,9,98],input2:8,input:[2,5,7,8,9,11,13,15,28,30,31,36,40,42,46,47,48,49,50,52,56,57,59,60,62,63,64,65,66,67,68,69,72,74,75,80,81,82,87,88,89,90,92,93,96,97,98,108,111,121,123],input_conf:8,input_data:96,input_data_target:96,input_featur:5,input_hassub_sequence_data:96,input_id:8,input_imag:9,input_index:96,input_label:96,input_lay:96,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:75,input_seq:8,input_sequence_data:96,input_sequence_label:96,input_sparse_float_value_data:96,input_sparse_non_value_data:96,input_t:96,input_to_check:30,input_typ:[80,90,123],input_valu:30,input_var:[30,63],inputbuff:36,inputdef:96,inputgradi:69,inputlayers_:96,inputs_to_check:30,inputtyp:13,insert:[62,68,69,95],insid:[7,9,33,42,60,64,65,66,68,69],instal:[8,41,71,77,83,84,86,88,95,101,102,104,110,115,116,117],install_android:115,instanc:[8,30,31,33,35,39,43,51,56,57,59,63,65,68,69],instanti:[33,43],instead:[8,9,11,13,32,36,41,46,49,50,65],instrins:46,instruct:[31,49],int16:76,int32:[61,75,76,106],int64:[44,73,76],integ:[2,7,8,13,37,41,46,54,57,87,123],integer_sequ:80,integer_valu:[2,13,80,87,90,123],integer_value_sequ:[2,13,57,90,93,123],integer_value_sub_sequ:90,integr:[7,119],intellig:43,inter:[8,65],interact:8,intercept:8,interchang:[49,68],interest:46,interfac:[6,8,9,28,31,37,41,45,50,60,68,69,119],intergr:8,intermedi:[45,48,58,65],intern:[8,9,28,46,101,102],internet:[32,33,119],interpret:7,interv:8,intrins:46,introduc:[8,15,31,33,48,53,70,72,74,101],intuit:[40,68],invalid:[64,72],invoc:[32,47,68],invok:[2,8,28,60,63,65,66,68,69,74,103],involv:57,iob:7,ioe:7,ios:116,ios_arch:116,ios_deployment_target:116,ios_development_root:116,ios_enable_bitcod:116,ios_platform:116,ios_sdk_root:116,ios_use_veclib_for_bla:116,ip_str:111,ipc:109,ips:111,ipt:[8,63,74,82,90,93],ipx:119,ipython:29,is_color:15,is_gener:121,is_loc:28,is_predict:123,is_seq:[8,93],is_stat:[6,82],is_target:62,is_tensor:74,is_test:122,is_traget:62,is_train:[2,15],isinst:[4,87],ispodallrun:111,isspars:96,issu:[32,48,67],issue_numb:95,item:[8,13,28,40,46,64,88,111,119],iter:[2,8,9,10,13,28,29,33,59,64,65,75],iter_multiple_input_and_param:63,its:[2,8,9,28,29,30,31,33,37,42,48,49,50,52,53,56,57,59,60,62,63,68,69,72,73,74,103],itself:[33,40,59,72],ivs:74,java:[31,54,61,68],jeremi:103,jmlr:8,job:[14,40,65,67,68,105,106,108,109,111,122,123],job_dispatch_packag:104,job_id:14,job_mod:121,job_nam:[41,111],job_namespac:111,job_path:111,job_path_output:111,job_workspac:104,jobnam:111,jobpath:111,jobselector:111,jobserv:41,join:[33,90],jointli:9,jpg:[15,122],json:[50,110],jth:9,judg:8,juditski:59,jupyt:41,just:[5,7,8,9,14,32,37,38,48,52,59,60,63,64,65,68,69,70,72,73],jypyt:29,k8s:[111,119],k8s_data:111,k8s_job:29,k8s_token:29,k8s_train:111,k8s_user:29,kafka:35,kaimingh:122,kebilinearinterpbw:103,kebilinearinterpfw:103,keep:[8,13,15,33,49,57,59,63,72,74,119],keep_top_k:8,kei:[2,14,15,28,30,31,33,35,37,44,46,68,69,74,75,94,95,103,109,111],kept:[8,63],kera:70,kernel:[8,30,46,59,70,73,97,98],key1:106,key2:106,keyword:[63,111],kill:33,kind:[29,30,33,39,49,58,76,109,110,111],know:[29,37,53,101],known:[31,47,56],kriz:14,kselectedrow:73,ksimonyan:9,kube:109,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeadm:109,kubectl:[104,109,110,111],kuberent:33,kubernet:[29,33,68,100,104,111,112,113,119],kubernetes_service_host:29,kwarg:[2,9,10,13,42,50,63,74,90,123],l1_rate:6,l1_regularization_op:70,l2_rate:6,l2_regularization_op:70,l2_sim:8,l2regular:[80,123],l93:36,label:[2,7,8,13,14,15,28,42,48,49,50,58,61,64,65,66,67,80,87,90,110,122,123],label_dim:[8,90,123],label_fil:64,label_lay:64,label_path:64,labelselector:111,lag:106,lake:2,lambdacost:8,lambdarank:8,lan:104,languag:[8,14,49,68,72,121],larg:[11,14,53,59,65,66,95],larger:[6,7,8],larger_than:[31,51,61],last:[7,8,9,56,61,89,90],last_seq:[57,90],last_time_step_output:8,lastseen:110,latenc:[8,46,65],latent:8,later:[32,68,70,98,120],latest:[8,31,32,33,40,77,84,110,111],latter:[59,75,101],launcher:29,layer1:[8,9,80,89],layer2:[8,80,89],layer3:8,layer:[4,6,7,9,11,13,16,27,28,31,36,48,49,51,58,59,61,64,65,66,68,70,74,75,80,82,87,88,89,92,93,96,122,123],layer_0:96,layer_att:81,layer_attr:[8,80,81,93,108],layer_num:[108,122],layer_s:8,layer_typ:8,layerbas:96,layerconfig:96,layergradutil:96,layerhelp:63,layermap:96,layeroutout:8,layeroutput:9,layers_test:77,layout:15,lazi:[59,70],lbl:7,leaki:48,learing_r:58,learn:[6,7,8,9,10,14,29,38,40,48,49,57,59,64,65,66,67,68,70,84,103,120,122],learnabl:28,learning_method:[121,123],learning_r:[6,38,65,80,82,121,123],learning_rate_arg:82,learning_rate_decay_a:82,learning_rate_decay_b:82,learning_rate_schedul:82,leas:33,least:[7,33],leav:31,lecun:14,left:[8,31],left_cmd:13,left_right_flip:15,legal:74,len:[2,8,38,44,63,88,90,96,111,123],length:[8,9,13,14,15,38,46,53,56,57,68,75,110],leq:8,less:[8,29,119],less_than:29,let02:110,let:[7,8,29,31,40,47,49,56,57,58,69,101],level:[6,8,46,47,50,53,56,57,75,76,92],lgtest:32,lgtest_main:32,lib64:[77,84,106],lib:[55,83,101,102,115,116,117],lib_path:77,libapi:32,libari:55,libc:86,libcuda:[77,84],libgcc_:86,libgoogl:[101,102],libnvidia:[77,84],libpaddl:[54,55,68,95,101,102],libpaddle_capi:55,libpaddle_gserv:55,libpaddle_math:55,libprotobuf:82,librari:[8,32,39,55,65,106],libstdc:86,life:33,lifecycl:119,lifetim:72,lightweight:47,like:[7,8,13,14,31,32,33,36,41,47,48,49,50,52,59,63,64,68,69,70,72,73,75,101,119,122],limit:[8,13,53,57,68,70,82,103],linaro:117,line:[2,7,13,32,36,41,45,49,59,61,63,68,70,80,82,90,95,101,108],line_break:13,line_count:82,linear:[8,57,80,82,87,88],lineno:[101,102],link1:46,link2:46,link:[8,9,32,44,45,72,92,119],linux:[13,44,86,94,109,115,117],linux_x86_64:[71,77,86],lipeng:121,lipo:116,list:[1,2,7,8,9,13,15,28,29,31,32,37,41,43,45,48,58,60,63,67,69,72,75,80,101,102,108,122,123],listdir:104,listen:33,littl:[38,53],load:[15,29,33,48,63,65,111,122],load_and_transform:15,load_data_arg:4,load_featur:122,load_feature_c:122,load_feature_pi:122,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[105,106,108,121],load_mnist:48,load_paramet:82,loadparamet:4,loadsave_parameters_in_pserv:[36,105,106],loc:7,local:[6,28,30,31,33,39,40,49,56,61,63,68,83,101,105,106,111],local_scop:30,localhost:[84,109],localip:111,localpath:45,locat:[8,28,32,75],lock:[32,33,37,38,66],lod:[53,56,73,75,76],lod_desc:[73,76],lod_expand:57,lod_level:[63,73,76],lod_tensor:[56,73,76],lodtensor:[52,53,68,76],lodtensordesc:[53,73],log:[37,45,48,65,78,82,86,96,104,106,110,111],log_barrier_abstract:[105,106],log_barrier_lowest_nod:[105,106],log_barrier_show_log:[105,106],log_clip:[105,106],log_error_clip:[105,106],log_period:[106,108,110,111,123],log_period_serv:[105,106],logarithm:5,logger:[2,90],logic:[40,48,52,58,60,65,66,72,75],logist:123,logit:48,longer:[33,65],look:[2,7,31,41,49,59,63,69,70],lookahead:8,lookup:[52,57],loop:[30,31,64,72],loop_var:75,loss:[8,48,50,58,59,70,123],lot:[57,59,63,65,70,119],low:[8,58,75],low_rnn:56,lower:[8,46,56,57],lower_level_rnn:56,lpaddle_capi_shar:55,lpaddle_capi_whol:55,lrelu:48,lstm:[8,90,93,110,123],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,90],lstm_group_input:90,lstm_input:90,lstm_last:90,lstm_layer_attr:9,lstm_nest_group:90,lstm_output:90,lstm_size:123,lstm_step:9,lstmemori:[9,81,90,93],lstmemory_group:[8,81,90],lstmemory_unit:81,ltr:8,mac:[55,115],machin:[9,14,28,48,59,65,66,70,80,92,104,119],machine_transl:93,machinelearn:8,maco:[86,94],macro:[47,69],made:[33,38],mai:[8,9,30,31,42,46,64,65,66,67,68,72],main:[4,50,61,68,101,102],main_program:42,mainli:39,maintain:[8,31,37,59,63,68,120],majel:32,major:[46,65],make:[2,7,8,29,31,32,33,37,38,40,46,49,56,57,59,60,63,64,65,68,70,75,83,94,95,96,97,99,101,103,115,116,117,119],make_ddim:98,make_function_oper:47,make_vari:74,maker:[68,69],man:44,manag:[28,33,38,39,45,65,72],mandarin:8,mani:[9,15,32,37,48,57,60,63,68,69,72,73,74,75],manili:50,manipul:[63,69],manner:[8,59,70],manual:[58,59,65,69,82,119],manylinux1:86,manylinux1_x86_64:[71,77,86],map:[7,8,13,28,29,31,37,63,69,72,74,75,87,119],map_fn:75,map_read:13,mapper:13,mapreduc:29,mark:[48,49,56,57,66,72,101,119],market:46,mask:[6,8],master:[29,40,68,71,109,117],mastermind:32,mat:[54,55],mat_cache_row:36,mat_norm:36,mat_normal_shar:36,mat_param_attr:9,mat_sparse_row:36,mat_sparse_row_auto_grow:36,mat_sparse_row_id:36,mat_sparse_row_prefetch:36,mat_sparse_row_prefetch_full_s:36,mat_value_shar:36,match:[8,32,46,80],matchbox:119,math:[9,54,68,96,97,103],mathemat:70,matirx:8,matmul:[31,50,56,75,97],matrix:[7,8,9,13,28,36,54,55,96,97],matrixptr:96,matrixtyp:55,mattyp:36,max:[6,8,13,14,30,63,82,89,103,108],max_diff:30,max_id:[8,28],max_job_id:14,max_length:[8,57,93],max_movie_id:14,max_relative_error:[30,97],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:8,maximum:[7,8,14,31,38],maxinum:11,maxpool:8,mayb:31,md5:[14,34],mean:[6,7,8,9,10,11,13,15,28,32,43,50,57,62,64,65,72,80,101,106,119,122],mean_meta:122,mean_meta_224:122,mean_valu:122,mean_var_nam:8,meant:75,measur:42,mechan:[8,9,39,42,63,69],mem:[8,31,41,57,90],mem_per_p:67,mem_per_train:67,member:[8,14,29,49,50,60,63,72],memcpi:[60,103],memor:8,memori:[9,31,36,37,41,46,53,57,59,68,93,98,103,110],memory_boot:9,memory_nam:[8,81],memory_test:94,memory_threshold_on_load_data:[105,106],mention:[32,37,56,59,65,66],mere:9,merg:[8,38,40,42,56,60,95],mergedict:121,messag:[31,49,53,61,62,63,68,69,73,76,77,95,110],meta:122,metadata:[44,110,111],metal:[109,119],metaphor:49,metaplotlib:29,method:[2,8,10,28,30,31,40,46,48,49,50,58,63,64,66,68,72,73,75,101,102],methodolog:59,metric:42,mfs:111,microarchitectur:46,microsoft:8,might:[8,31,32,61,66,101],million:14,min:[6,8,63,103,108],min_block:31,min_count:66,min_desc:31,min_pool_s:[2,80],min_word_freq:14,mind:101,mini:[8,13,28,31,33,42,51,56],mini_batch:64,minibatch:[8,31,42,49,51,61],minikub:109,minim:[31,48,58,66,68],minimum:8,minsizerel:[115,116,117],minu:69,minus_grad:69,minusgradop:69,minusop:69,minusopgradmak:69,minusopprotoandcheckermak:69,minut:[33,40],mip:115,mirror:32,mislead:38,miss:48,mix:[9,75,93],mixed_lay:[9,90],mixed_layer_attr:9,mixedlayertyp:8,mixtur:101,mkdir:[45,83,99,104],mkl:[68,83],mkldnn:8,mkldnn_batch_norm:8,mlp:50,mlpaper:8,mnist:[2,4,35,48,49,61,64,65,67,68,101,102],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:64,mnist_train:[2,64],mnist_train_batch_read:64,mnt:111,mobil:[46,68,114],mode:[8,28,46,95,111],model:[8,9,14,28,31,33,34,42,49,58,59,65,66,67,68,70,75,88,108,120,121,123],model_config:4,model_list:[106,108],model_path:108,model_zoo:[121,122],modifi:[8,46,50,65,70,95],modul:[2,9,14,28,47,48,57,65,75,82,97,101,102,122,123],modular:57,modulo:8,moment:101,momentum:[6,72,80,87,123],momentumop:[101,102],mon:110,mono:8,month:32,moosef:109,more:[7,8,9,13,29,30,32,33,37,40,41,45,46,47,49,56,57,58,63,64,65,66,68,70,75,82,101,103,119],most:[8,13,28,29,32,40,49,50,57,59,64,65,70,101,119],mostli:[46,119],motiv:68,mount:41,mountpath:[110,111],move:[8,33,37,45,59,119],movi:[2,14],movie_categori:14,movie_id:111,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:104,mpirun:104,mse:[49,58,61],much:[8,33,58,64,70,75],mul:[47,63,67,96,97],mul_grad:97,mul_op:97,mul_ratio:8,mul_result:63,mulgradkernel:97,mulkernel:97,mulop:[47,97],mulopgrad:97,mulopmak:97,multi:[8,42,60,101,119,122],multi_binary_label_cross_entropi:8,multi_crop:122,multigradientmachin:60,multinomi:8,multipl:[7,8,9,13,28,29,30,37,38,40,42,47,65,66,67,68,76,101],multiple_input:63,multiple_param_attr:63,multipli:[7,8],multiprocess:13,must:[5,7,8,9,13,15,38,53,62,63,64,68,74,80,96,97,98,104],mutabl:98,mutable_data:[97,98],mxnet:31,my_cost:82,my_lib:104,mypaddl:[110,111],name:[2,6,7,8,9,11,15,28,29,30,31,33,35,36,38,41,42,46,47,50,53,55,57,61,63,67,68,71,73,74,75,76,82,87,88,90,93,96,103,108,109,110,111,112,113,119,123],name_prefix:35,namespac:[31,51,54,63,96,97,109,110,111],nativ:[8,46],natur:[37,40,57,66,75],ncall:[101,102],ncelm:8,nchw:8,ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:115,nearest:46,nearli:30,necess:75,necessari:[8,31,38,40,42,53,57,60,63,74,75],need:[7,8,9,13,29,30,32,36,37,38,40,41,42,45,47,48,57,58,59,60,62,63,65,66,67,68,69,70,72,73,74,75,77,103,111,119],need_tran:82,neg:[2,7,8],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neon:46,ner:7,nest:[8,13,31,61],net:[8,9,16,31,48,56,72],net_diagram:122,netop:[31,68],network:[4,6,7,8,13,27,28,29,30,31,33,36,42,48,50,56,58,59,64,65,66,70,72,74,76,81,87,88,90,108,111,119,121,122],network_config:108,neural:[8,9,13,28,29,31,33,50,56,59,65,70,72,76,88,90,92,121],neuralnetwork:60,never:[13,64,72,110,111],new_block_idx:63,new_stat:56,newblock:63,newest:38,newli:[46,119],newop:31,newopdesc:63,newprogram:63,newremot:65,newvardesc:63,next:[2,8,14,33,39,57,75,101],nfs:111,nfsdir:111,ngram:14,nic:[105,106,111],nil:37,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:80,nnz:96,no_cach:2,no_grad_set:[30,97],no_sequ:[2,8,87],node0:111,node1ip:104,node2ip:104,node3ip:104,node:[8,32,40,50,57,65,66,67,68,76,104,109,110,111,119],node_0:111,node_1:111,node_2:111,node_id:104,nodeattr:50,nodeentri:50,nodefil:104,nodesep:50,nohup:104,nois:[8,33,48],noisi:[8,48],non:[8,33,46,73],none:[2,4,6,7,8,9,10,11,15,28,29,30,31,42,48,50,51,56,57,58,61,63,67,74,75,93,122],norm:[9,48],norm_by_tim:8,normal:[8,9,14,59,110,111,122],notat:8,note:[6,8,9,11,15,28,29,31,36,37,41,53,64,68,98],notebook:[41,84],noth:[5,28,63,72,95],notic:69,notingradi:97,notion:75,notori:30,now:[13,32,33,48,53,59,66,68,69,70,72,92],np_arrai:13,nproc:94,nullptr:[69,72,96],num:[8,9,104,106,111],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,50],num_filt:[8,9],num_gradient_serv:[104,105,106],num_group:8,num_hidden:50,num_neg_sampl:8,num_p:[65,67],num_parameter_serv:29,num_pass:[28,87,105,106,108,110,111,123],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:73,num_samples_process:82,num_shard:35,num_step:75,num_train:[65,67],number:[7,8,9,13,14,15,31,33,35,42,59,64,66,68,74,75,101],numchunktyp:7,numdevices_:108,numer:8,numeric_grad:30,numerical_grad:30,numlogicaldevices_:108,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,28,35,46,48,63,64,82,83,87,97,122],numreal:36,numsampl:103,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:94,nv_librari:32,nv_test:32,nvcc:[32,46],nvidia:[46,77,84,94],obei:7,obj:[2,82,122,123],object:[2,6,8,9,13,28,29,36,42,48,50,54,58,63,67,68,70,72,103],observ:8,obtain:[40,59],obvious:[32,101],occup:111,occupi:46,occur:[14,28],occurr:31,oct:110,odd:8,off:[55,83,94,95,99,104,115,116,117,119],offer:[31,67,68,74],offici:[8,32],offlin:[33,35,119],offset:[8,36],often:[8,36,50,101],ograd:96,old:[30,38,40,57,68],omega:70,omit:[80,123],omp_num_thread:[101,102],ompi_comm_world_rank:104,on_init:2,onc:[8,33,37,42,49,59,65,66],one:[2,5,7,8,9,11,13,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,50,52,53,56,57,58,59,60,61,62,63,64,65,67,68,69,72,73,75,119,123],onehotcrossentropyopkernel:97,ones:[47,48,68],onli:[7,8,9,11,15,28,29,30,32,36,37,38,39,40,41,42,45,46,48,49,56,57,58,60,63,65,66,67,68,73,74,75,90,92,119],onlin:[8,10,33,35,64],only_cpu:30,onto:[65,66],op_:97,op_check:97,op_class:[68,74],op_desc:[52,62],op_maker_class:[68,74],op_proto:74,op_test_util:97,op_typ:68,opattrcheck:97,opcreat:74,opdesc:[31,49,61,62,63,68,69,74,76],opdescbind:[52,69],opdescbuild:31,open:[2,8,15,29,35,48,64,80,82,90,101,122],openbla:[83,84],opencv:15,openmp:101,openmpi:104,oper:[8,9,13,15,30,31,42,43,46,48,49,50,52,56,57,58,62,65,67,70,72,76,97,98],operand:46,operartor:98,operator_grad:30,operatorbas:[31,47,68,69,74,97],operatorwithkernel:97,opinfo:[52,68,69],opinfomak:52,opinfomap:69,opkernel:[97,98],opkernelkei:68,opmak:74,opproto:97,opprotoandcheckermak:[69,97],opprotomak:[74,97],opregist:74,opregistri:74,ops:[30,31,32,49,50,59,61,62,63,68,97,119],ops_:31,ops_test:32,opt:[29,58,62,67,74,83,111],opt_op_list:58,optestmeta:97,optim:[6,16,27,28,30,43,48,59,60,61,65,66,67,68,70,73,80,82,87,101],optimis:58,optimize_op_attr:63,optimzi:80,option:[7,8,29,32,48,53,61,62,63,68,73,74,76,101,115,119],optmization_op_list:58,opts_np:62,optyp:[52,74],opwithkernel:73,order:[8,9,13,15,28,43,49,53,64,70,75,101,102,111,119],ordereddict:28,org:[7,8,9,14,35,44,48,84,104],organ:[7,8],orient:74,origin:[8,9,13,14,30,46,48,72,75,95],other:[7,8,9,13,31,33,38,45,46,52,56,59,62,70,72,74,101,119],otherchunktyp:7,otherwis:[8,13,14,15,28,29,33,38,40,48,52,64],our:[29,32,48,52,59,65,66,72,75,101],out:[8,28,29,31,32,37,40,50,56,57,63,65,80,90,92,93,97,98,101,102],out_dir:111,out_left:8,out_mem:93,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:[8,90],outer_mem:90,outer_rnn_st:90,outer_rnn_state_:90,outer_step:90,outlier:8,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[5,6,7,9,11,13,28,29,30,31,35,40,45,47,48,49,50,51,52,53,56,57,59,61,62,63,64,65,66,68,69,72,73,74,75,80,90,93,97,98,101,104,108,110,111,121,122,123],output_:8,output_all_step:56,output_dir:122,output_id:8,output_lay:[28,80,88,122],output_max_index:11,output_mem:[8,93],output_nam:30,output_num:56,output_path:35,output_seg:75,outputbuff:36,outputgradi:69,outputh:8,outputw:8,outsid:[2,8,9,65,72],outupt:75,outv:96,over:[8,9,28,29,59,75],overal:[48,59,119],overfit:70,overlap:[7,8],overlap_threshold:[7,8],overload:46,overrid:[31,33,45,67,97,98],overview:[37,38,39],overwrit:45,own:[8,38,40,50,52,58,59,65,67,70,74],paam:15,pack:[75,82],packag:[13,14,37,41,47,71,77,101,102],pad:9,pad_c:8,pad_h:8,pad_w:8,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,28,29,31,32,33,35,41,45,47,48,51,53,54,55,56,57,60,61,65,67,68,70,74,75,80,82,83,84,86,87,88,93,94,95,96,97,99,101,102,103,104,108,110,111,115,119,121,123],paddle_begin_init_param:38,paddle_dir:97,paddle_doc:99,paddle_docs_cn:99,paddle_element_typ:38,paddle_element_type_float32:38,paddle_element_type_float64:38,paddle_element_type_int32:38,paddle_element_type_int64:38,paddle_element_type_uint32:38,paddle_element_type_uint64:38,paddle_enforc:31,paddle_enforce_eq:[97,98],paddle_error:[54,55],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:104,paddle_init_param:38,paddle_init_port:104,paddle_init_ports_num:104,paddle_init_ports_num_for_spars:104,paddle_init_pserv:104,paddle_init_trainer_count:104,paddle_init_trainer_id:104,paddle_init_use_gpu:104,paddle_job:41,paddle_manylinux_devel:83,paddle_matrix:[54,55],paddle_matrix_cr:55,paddle_matrix_get_shap:54,paddle_matrix_shap:54,paddle_n:111,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:110,paddle_paramet:38,paddle_port:111,paddle_ports_num:111,paddle_ports_num_spars:111,paddle_process_by_paddl:111,paddle_pserver2:104,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:121,paddle_save_model:38,paddle_send_grad:38,paddle_server_num:111,paddle_source_root:121,paddle_train:[55,71,104,111],paddledev:[77,84,110,111],paddlepaddl:[8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,47,48,49,51,53,56,57,58,60,63,64,67,68,72,75,76,83,84,86,88,93,94,95,101,102,103,104,112,113,115,117,119,120,121],paddlepaddlebook:84,pain:67,pair:[7,8,31,49,58,65,68],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:121,paper:[8,48],paper_fil:8,para:[36,121],paraconvert:121,paradigm:68,paragraph:56,paragraph_data:56,paragraph_out:56,parallel:[65,66,68,103,108,110,111],parallel_nn:[6,105,106],param:[6,8,9,13,30,31,38,60,63,82,98],param_attr:[8,9,36,63,80,82,93],param_config_proto:38,param_fil:82,paramattr:[6,8,16,80,82,93],paramet:[7,9,10,11,13,27,30,31,32,34,36,40,43,45,48,49,50,52,53,56,58,61,64,65,72,74,75,80,82,87,88,104,106,111],parameter_block_s:[105,106],parameter_block_size_for_spars:[105,106],parameter_learning_r:6,parameter_list:58,parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient2:111,parameterclient_:36,parametermap:96,parametermutex_:36,parameters_:96,parameters_and_grad:58,parameterserver2:36,parameterset:29,parameterupdat:60,parameterupdater_:36,parametr:8,params_grad:58,paraphras:121,paraphrase_data:121,paraphrase_model:121,paraphrase_modeldata:121,paraspars:96,parent:[31,61,63,68],parent_:[31,72],parent_idx:63,parenthes:68,pars:[13,14,32,43,50,94],parse_config:4,parse_known_arg:111,parsefromstr:82,parser:[13,111],part:[7,8,31,40,53,61,63,65,101,119],partial:[8,28],partial_sum:8,particular:[49,53,68],partit:[33,35,43,65,66,68],paserv:111,pass:[2,8,13,28,31,33,42,48,53,58,59,60,62,63,64,68,70,72,75,80,87,95,103,106,108,110,111,123],pass_gener:8,pass_id:[28,87],pass_idx:64,pass_manu:82,passtyp:96,past:29,patch:44,path:[7,13,14,15,28,33,37,38,41,57,64,106,109,110,111,115,116,117],pattern:[14,33,54,59,70],paus:[33,40],pdf:[8,9],peer:78,pem:[29,35],pend:[33,37],peopl:8,pep425tag:[77,86],per:[7,8,14,15,33,38,59,64,70],percal:[101,102],perf_test:[101,102],perform:[8,9,30,38,42,46,48,60,64,65,68,70,102,103,105],perftool:[101,102],period:[33,40,67,106],peroid:[8,15],persist:[43,73,76],persistentvolum:109,persistentvolumeclaim:[109,111],person:[7,29],perspect:68,perturb:30,peter:67,pex:119,pfs:[35,45,67],pfsclient:35,pfspath:45,phase:[57,59,64,69,119],philosophi:[59,70],photo:48,physic:119,pickl:104,pid:109,piec:[8,9,43],pil:15,pillow:41,pip:[71,77,83,86,88,95,101,102],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[2,33,40,65,66,68,97,98],placehold:[48,98],placement:66,plain:[7,8,13,41,53,55],plan:[33,68],platform:[31,86,97,98,115,116],pleas:[6,8,9,10,15,29,33,37,38,39,50,56,63,64,67,68,76,77,101,111,120],plot:29,plu:[8,30],plug:59,pnpairvalid:105,pod:[35,41,109,110,111],podip:111,podlist:111,point:[31,33,41,46,67,98,101,103,119],pointer:[31,38,50,63,68,72,98],polar:14,poli:82,pollut:40,polyak:59,ponit:50,pool3:96,pool:[9,27],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:9,pool_siz:[2,8,9],pool_size_i:8,pool_strid:9,pool_typ:[8,9],pooled_height:8,pooled_width:8,pooling_lay:[9,80,123],pooling_typ:[8,80,89,123],poolingtyp:11,pop:31,popul:38,popular:[32,48,50],port:[32,101,104,105,106,110,111],port_num:105,portabl:50,ports_num:[104,106,111],ports_num_for_spars:[36,104,105,106,108,111],pose:33,posit:[2,7,8,9],positive_label:7,posix:109,possibl:[29,31,37,63,66,70],post:[41,44],postpon:70,potenti:[46,103],pow:82,power:[46,119],pprof:[101,102],pre:[8,9,14,29,38,121],pre_activ:63,pre_bia:63,pre_dictandmodel:121,pre_stat:[56,75],preambl:63,precis:[7,42,46,59],precision_evalu:7,pred:50,predetermin:8,predic:14,predict:[2,4,7,8,28,65,70,80,88,121,122,123],predict_fil:[105,106],predict_lay:28,predict_output_dir:[105,106,123],predict_sampl:4,prediction1:28,prediction2:28,prefer:109,prefetch:[36,96],prefix:[7,9,33,35,57],pregrad:96,premodel:121,prepand:63,prepar:[30,41,60,104,112],prepend:63,prepend_oper:63,preprocess:[14,15,75,121,123],present:[29,31,75,95],preserv:45,prev_batch_st:[105,106],prevent:[10,29,33,37,40,70,101],preview:68,previou:[8,9,28,33,45,56,57,66,101],previous:8,previous_memori:31,price:[14,68,88],primari:49,primarili:[59,70],primit:[46,75],principl:[29,32],print:[4,6,28,29,50,65,77,86,87,88,101,104],print_graphviz:50,print_s3_bucket:13,printallstatu:103,printer:7,printstatu:103,priorbox:8,prioriti:68,prite:7,privat:[31,55,63,72,73,74,75,95,98],prob:[7,28,88],probabilist:[8,121],probabl:[7,8,28,57],problem:[8,29,30,32,40,48,49,59,68,70],proc:84,proce:[13,33,64],procedur:[31,53],proceed:8,process2:90,process:[2,6,8,9,13,29,31,35,36,37,40,42,50,53,65,70,74,80,82,90,101,111,123],process_num:13,processdata:122,processor:[46,103],prod:95,produc:[8,9,13,33,50,64],product:[8,9,41],productgraph:110,prof:[101,102],profil:[16,45,102,103],profl:102,proflier:103,prog:111,program:[13,29,35,38,40,49,51,58,64,65,67,68,72,101,103,111],programdesc:[43,53,62,63,67,69],programm:[63,65],progress:[33,37],proj:8,project:[8,9,41,55],promis:[8,9,57],prompt:45,prone:29,propag:[8,10,59],properti:[50,70],propos:[31,57,58,59,66,75],protect:[46,74,96,97],proto:[11,53,61,68,74,76,97],proto_:74,protobuf:[28,31,41,43,49,50,53,61,63,68,69,74,82],protocol:[7,119],protomak:97,provi:104,provid:[8,14,29,31,38,41,42,46,48,50,52,59,63,67,70,74,75,80,88,90,101,105,119,123],provis:119,prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,68,104,105,106,111],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,105,106],pserver_spec:28,pseudo:[29,41,69,75],pseudocod:75,psize:96,ptr:55,pub:104,pull:[32,68,71,84],purpos:[8,33,65,66,103],push:[31,111],push_back:96,put:[32,33,36,63,66],pwd:[83,84,94,95,115],pxe:119,py_paddl:[4,77],pybind:[31,46],pydataprovid:80,pydataprovider2:[2,4,111],pyramid:8,pyramid_height:8,python2:[101,102],python:[13,28,29,31,39,42,47,48,49,50,54,57,60,68,71,75,77,80,83,86,88,93,94,95,96,97,102,104,121,122],pythonpath:77,qualcomm:46,queri:[7,8],query_id:7,question:[8,29,66,74],queue:66,quick:[50,110],quick_start:[41,110,111,112,123],quick_start_data:110,quickli:[57,63,68],quickstart:110,quit:57,r14b:115,r_t:8,rac:8,rais:[13,50,104],rajathkmp:48,ran:[66,103],rand:[48,82,103,106,108],random:[6,8,13,35,48,60,63,64,82,97],random_crop:15,random_imag:35,randomli:[15,40],rang:[8,13,35,46,48,64,65,67,74,111,123],rank:[8,29,75,122,123],rankdir:50,rapid:69,rare:2,raspberri:118,raspberrypi:117,raspbian:117,rasspberri:117,rate:[6,7,8,9,10,14,38,80,111],rather:[41,48,75],ratio:[8,106],raw:[8,13,53],rdma_tcp:[105,106],reach:33,read:[2,13,15,28,29,33,35,64,65,66,68,75,82,119,122],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_mnist_imag:29,read_next_from_fil:80,read_paramet:82,read_ranking_model_data:29,readabl:[68,101],reader:[14,28,35,46,48,49,61,65,67,87,101,102,104],reader_cr:35,reader_creator_bool:64,reader_creator_random_imag:[13,64],reader_creator_random_image_and_label:[13,64],readi:[33,110,119],readlockguard:36,readm:[55,95],readwritebuffer_:36,real:[8,36,48,64],real_process:2,realist:29,realiz:[31,56],realli:70,reason:[9,29,30,33,110],recal:7,receiv:[13,33,41,56,66],recent:59,recognit:[8,122],recommend:[9,29,111],record:[13,37,74],recordio:[13,14,29,35,37,65,67],recov:[33,75],recover:68,recoveri:37,rectifi:8,recurr:[56,72,90,91],recurrent_group:[9,81,90,92,93],recurrent_lay:9,recurrent_op:75,recurrentgradientmachin:[55,57,75],recurrentgroup:7,recurs:[31,32,45,68],recv:[65,66],recvparametertyp:36,red:[48,101],redirect:13,reduc:[8,46,66,68,101,102],reduce_by_kei:68,reduce_mean:48,refactor:[49,57,59,60,63,65,66,70,75],refer:[6,8,9,10,15,30,31,33,37,38,39,46,50,56,61,63,68,70,72,75,76],referenc:[8,37],refine_unknown_arg:111,reflect:37,reg:74,regard:119,region:[8,72],regist:69,register_gpu_profil:103,register_lay:96,register_op:[47,68,69,74,97],register_op_cpu_kernel:97,register_op_gpu_kernel:97,register_op_without_gradi:[68,97],register_oper:[52,69],register_tim:36,register_timer_info:103,registerop:74,registri:[41,52,110,119],regress:8,regular:[6,16,80,123],reinforc:67,rel:[9,30,40,70,97],relat:[33,40,41,46,72,101,119],relationship:69,releas:[67,71,109,115,116,117],reli:[30,57,58,59,70,101],reliabl:[33,70],relu1:50,relu2:50,relu:[8,48,50],relwithdebinfo:[101,102],remain:75,rememb:8,remot:[6,32,36,68,95,106,108],remote_ess:67,remote_sess:67,remoteparameterupdat:[36,39],remov:[13,45,57,95],renam:[45,46],reorgan:8,repeat:[31,49,61,62,73,74,76,101],repeatedli:49,replac:[32,37,52,59,67,69],replic:65,replicaset:41,repo:[32,117],report:[37,46,65],reportdataset:37,repositori:[8,115],repres:[8,9,31,37,50,53,57,59,63,66,67,68,70,73,75,76],represent:[8,38,48,49,57,65,73],request:[32,33,36,40,65,68,71,110,119],requir:[7,8,29,33,38,40,41,45,46,50,56,59,61,62,65,66,68,70,73,74,76,119],res5_3_branch2c_bn:122,res5_3_branch2c_conv:122,research:[8,14,65],reserv:45,reserveoutput:96,reset:[8,33,42,78],reset_program:42,reshap:[30,64,82],reshape_s:8,residu:122,resiz:[15,36,97,98],resize_s:15,resize_short:15,resnet_101:122,resnet_152:122,resnet_50:122,resolv:[32,95,110],resourc:67,respect:[30,46,48,56],respons:[8,36,42,48,59,60,70,110],rest:[8,31,41,44,119],restart:[33,38,110,119],restartpolici:[110,111],restor:[30,59],restrict:[70,72,101,102],result:[2,5,7,8,28,30,37,42,48,49,50,53,57,58,60,65,101,103,123],result_fil:7,resum:40,ret:13,retriev:[31,57,72,101],return_seq:9,reuqest:71,reus:[31,40,57,64,68],rev:94,revamp:65,reveal:[29,101],revers:[8,9,92,93],review:[14,95,110],reviews_electronics_5:110,rewrit:32,rgb:[8,15],rho:10,right:[8,30,31,32,41,42,68,70],rkt:[41,94],rmsprop:[59,80,123],rmspropoptim:59,rnn:[8,9,31,48,57,63,68,72,92,93,105],rnn_bias_attr:93,rnn_layer_attr:93,rnn_out:93,rnn_output:75,rnn_state:90,rnn_state_:90,rnn_step:8,rnn_use_batch:[105,106],rnnalgorithm:57,rnnlm:14,rnnstep:75,roadmap:75,robust:8,roi:8,role:[14,29,37,38,65],rollback:63,root:[10,11,110,111,121],rot:8,round:46,routin:46,row:[7,8,13,36],row_id:8,rows_:73,rpc:37,rpcserver:37,rpi:117,rpi_arm_neon:117,rpi_toolchain:117,rstrip:111,rtk:119,rtype:[8,13],rule:[7,49,65],run:[29,30,31,32,33,41,42,43,46,47,48,49,50,56,58,59,61,62,65,66,67,68,72,73,77,83,84,94,95,98,101,102,103,104,110,111,112,113,115,119],run_test:83,runinitfunct:[103,111],runnabl:66,running_on_cloud:41,runtim:[2,31,43,52,56,67,68,76,77],runtime_table_:31,safe:41,sai:[8,49,51,64,65],same:[2,7,8,9,28,29,30,37,38,40,47,48,50,56,57,63,65,67,68,69,72,75,90,98,123],samping_id:8,sampl:[2,7,13,14,42,48,74,123],sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:48,satifi:7,satisfi:[32,73],save:[2,8,13,28,33,35,37,38,41,49,50,53,59,65,73,76,110],save_dir:[106,108,110,111,123],save_only_on:[105,106],save_parameter_to_tar:28,savetxt:82,saving_period:[105,106,111],saving_period_by_batch:[105,106,108],saw:2,scalabl:68,scalar:[8,31,51,75],scale:[5,59,65,66,69,74,97],scaleop:97,scaleopmak:[68,97],scalingproject:8,scan:[37,68],scatter:8,scenario:57,schedul:[37,41,66],scheduler_factor:6,scheme:[7,10,36,70],scope:[30,43,67],score:[7,8,57],scp:104,script:[14,83,99,104,115],sdk:116,search:[8,33,72,93],second:[8,29,45,48,50,56,57,61,62,64,72,74,97,123],section:[63,66,101],see:[8,9,29,33,46,63,67,82,101],seed:[82,103,106],seem:[32,46],seen:70,segment:[7,56,75],sel_fc:8,selcet:8,select:[8,57],selected_generation_scor:57,selected_id:[8,57],selected_indic:8,selected_row:[73,76],selected_rows_desc:[73,76],selected_scor:57,selectedrow:[52,76],selectiv:8,selector:110,self:[30,42,48,50,53,58,63,75,96,97],selfnorm:8,semant:[14,29,57,71],semat:29,send:[33,38,65,66,68,74,76],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[59,70,101],sensit:8,sent:[29,38,65,68,74,110],sentanc:80,sentenc:[2,8,14,56,57,75,90,93],sentence_input:75,sentence_last_state1:90,sentence_last_state2:90,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,38,47,59,65,69,70],seper:75,seq:[8,14,90],seq_len:75,seq_pool:[8,89],seq_silc:8,seq_text_print:7,seq_to_seq_data:121,seq_typ:13,seqlastin:90,seqtext_evalu:7,seqtoseq:[8,82,121],seqtoseq_net:[8,121],sequel:2,sequenc:[2,5,7,8,9,11,13,14,31,43,49,58,61,75,80,87,90,92,123],sequence_conv_pool:123,sequence_group:8,sequence_layer_group:90,sequence_nest_group:8,sequence_nest_layer_group:90,sequencegen:90,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,87],sequenti:[8,31],seri:[9,90],serial:[28,31,37,53,60,68,76],serializ:68,serv:[46,65,68,75],server:[29,32,36,39,40,65,68,78,83,104,106,109,111,119],serverless:33,servic:[101,119],sess:[48,50,58,67],session:[50,58,62],set:[2,6,7,8,9,13,14,15,28,29,33,41,48,52,56,57,62,63,68,69,72,75,80,82,90,94,97,98,101,103,110,121,122,123],set_active_typ:96,set_default_parameter_nam:6,set_drop_r:96,set_float_el:30,set_input:8,set_siz:96,set_typ:96,setdatatyp:73,setdefault:97,setq:94,settotalbyteslimit:82,setup:[59,65,71,96,97,119],sever:[7,8,30,36,43,48,56,57,60,63,73,75],sexstant:119,sgd:[28,29,33,41,59,60,65,66,67,73,87,104,105],shall:32,shape:[7,8,13,28,30,31,48,51,56,61,63,67,68,73,87],shard:[33,34,35,36,37,38,40,65,66,104],share:[8,32,48,55,60,63,68,70,75],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[54,55,72,98],shift:8,shorten:8,shorter:15,should:[6,7,8,13,15,28,29,30,31,38,41,42,43,46,47,48,52,56,57,58,59,60,61,64,65,68,69,70,73,74,75,76,92,97],should_be_fals:29,should_be_tru:29,should_shuffl:[2,90],show:[7,10,31,33,45,51,53,56,59,61,75,94],show_check_sparse_distribution_log:[105,106],show_layer_stat:[105,106],show_parameter_stats_period:[105,106,108,110],shown:[8,29,42,65],shuf:80,shuffl:[13,80],side:[8,28,42,60],sigint:104,sigmod:74,sigmod_op:74,sigmod_output:74,sigmoid:[8,31,67,74,75],sigmoidactiv:[9,90],sign:[44,53],similar:[8,31,57,59,64,65,66,68,70,75,101,119],similarli:[8,13],simpl:[5,7,8,9,13,14,28,46,49,50,56,59,61,66,70,72,74,75,111],simple_attent:93,simple_gru:[93,123],simple_lstm:[8,81,123],simple_rnn:[8,93],simple_transform:15,simpler:60,simpli:[8,15,29,38],simplifi:[29,57,63,74],simul:116,sinc:[8,9,33,37,39,40,52,59,64,65,67,69,70,75,119],singl:[7,9,13,33,42,46,65,66,67,68,72,101],sinlg:28,sit:65,site:[32,101,102],situat:62,size:[2,7,8,9,13,14,15,28,33,35,36,38,46,48,53,57,59,63,64,65,67,73,74,75,80,82,87,88,90,93,96,97,98,122,123],size_a:8,size_b:8,size_t:[36,75,96],sizeof:31,skip:[64,82,95,122],sleep:111,sliceproject:8,slide:[8,10,14,33],slightli:48,slope:8,slopeinterceptlay:8,slowli:101,small:[8,14,30,43,48,57],small_messag:[105,106],smaller:[8,30,33,46,57],smart:72,smooth:8,snap:110,snapdragon:46,snapshot:[34,40],snippet:[47,58],sock:41,sock_recv_buf_s:[105,106],sock_send_buf_s:[105,106],socket:111,softmax:[8,9,29,31,50,51,57,61,65,66,67,80,93,96,123],softmax_param:82,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[90,123],softmaxoutput:50,softwar:[46,119],solid:48,solut:119,solv:[29,68],some:[6,8,13,15,28,29,31,32,36,37,38,40,41,46,47,48,49,56,57,58,61,62,63,64,66,68,69,72,75,119],some_c_api_funct:55,some_inst:55,some_op:[52,56,75],some_python_class:54,somecppclass:54,somedata:28,somegotyp:54,someth:[36,63,101],sometim:[8,64],someurl:13,somewhat:38,somewher:72,soon:33,sort:[8,14,75,101,111],sort_by_length:75,sourc:[8,14,30,32,45,48,53,55,57,64,68,101],source_dict_dim:[57,93],source_dict_s:57,source_language_word:[57,93],space:[7,8,46,63,66,70],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,13,36,80,96,104,106,108,111],sparse_binary_vector:[2,13,80,87],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13,87],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36,80],sparse_value_slot:13,sparse_vector:80,sparseparam:96,sparseprefetchrowcpumatrix:96,spatial:8,spatial_scal:8,spec:[110,111],special:[8,38,46,52,57,58,65],specialvartypeinfer:52,specif:[28,32,33,45,57,68,72],specifi:[7,8,29,30,36,37,38,41,42,43,45,48,53,63,65,67,72,74,75,101],speech:8,speed:[8,9,46,53,59,119],sphinx:[54,99],split:[2,8,13,40,51,57,68,75,90,104],split_count:[104,111],sqrt:8,squar:[8,10,11,50],square_error_cost:87,squarerootnpool:8,squash:95,srand:106,src:[32,104,111],src_backward:93,src_dict:82,src_dict_path:82,src_embed:[57,93],src_forward:93,src_root:4,src_word_id:[57,93],src_word_vec:57,srl:14,ssd:8,ssh:104,ssh_server:104,sstabl:29,stabil:[8,30],stabl:[71,109],stack:[68,75],stackexchang:8,stage:[32,39,48,76,95],stale:[33,67],standalon:115,standard:[6,13,68,70,101],stanford:[14,30,110],star:32,start:[8,9,28,32,33,36,37,38,40,41,57,60,65,77,95,101,106,110,111],start_mpi_train:104,start_paddl:111,start_pass:[105,106],start_po:8,start_pserv:[105,106],startpaddl:111,startup:[33,41],stat:[103,106],state:[8,9,31,33,42,56,57,72,75,81,92,110],state_act:[8,9,90],statement:49,statfulset:111,static_cast:98,staticinput:[8,92,93],statist:[8,42],statset:103,statu:[41,57,95,103,110,111],status:110,std:[28,32,36,50,52,54,55,62,68,69,72,74,96,97,98,106],stdbuf:104,stderr:104,stdout:[13,104],step:[8,9,11,30,31,33,38,42,48,49,57,59,60,63,65,66,68,74,75,90,92,93,101,119],step_id:75,step_input:75,step_net:31,step_output:75,step_scop:68,stepnet:[31,56,68,72],stepout:90,still:[37,40,65,69],stirng:63,stochast:[10,33,37,40,59],stop:8,storag:[44,46,109],store:[7,8,14,28,30,31,32,36,50,52,53,57,60,61,63,65,67,68,69,70,72,75],str:[15,28,41,75,108,111],straight:[61,64,73],strategi:[11,33,63,66,106],stream:13,street:8,strict:64,stride:[8,9],stride_i:8,stride_x:8,string:[2,7,8,13,15,28,31,37,45,50,53,61,62,63,67,68,69,72,73,74,76,96,97,106],strip:[82,90,101],struct:[37,38,44,46,52,55,69,74,82],structur:[31,37,48,53,57,61,63,68,73],stuff:95,stun:2,style:[8,68,74],sub:[7,8,13,29,40,48,56,60,63,65],sub_nest_seq:8,sub_sequ:[2,8,87],subclass:63,subcommand:45,subgradi:10,subgraph:[48,66],submiss:65,submit:68,subnet:29,subobjectpath:110,subseq:[89,92],subsequ:8,subsequenceinput:[8,90],succeed:[37,110],success:[8,38,110],successfulcr:110,sudo:94,suffer:30,suffix:[41,104],suggest:[8,32],suit:119,suitabl:73,sum:[8,10,31,34,52,63],sum_:8,summar:48,sumopgradmak:69,sumpool:[8,80],suppli:73,support:[6,7,8,10,11,13,15,30,31,33,40,41,47,48,53,57,59,60,62,64,65,66,68,69,70,73,86,90,119],suppos:[9,32,47,73],suppress:[8,45],sure:101,surpass:8,svs:74,swagger:44,swap_channel:122,swig:[39,54,55,83],swig_paddl:4,switchop:31,symbol:[8,31,50,55],symbols_ready_:31,symbolt:[31,68],symlink:95,sync:[33,59,70],sync_with_cpp:[101,102],syncflag:96,synchron:[33,37],syntax:[57,64],sys:122,sysroot:115,system:[31,32,33,38,40,44,47,48,65,66,80,101],t2b:121,tab:123,tabl:[7,8,31,52,53,73,76],tablelookup:73,tablelookupgrad:73,tablelookupop:73,tableproject:8,tag:[7,14,77,84,104],tagtyp:7,tail:57,tainer_id:111,take:[2,7,8,9,13,28,29,31,32,33,40,43,46,48,49,51,52,59,61,62,63,64,68,69,75,101],taken:[50,65,75],talk:38,tangl:101,tanh:[8,9,48,57,65,93,96],tanhactiv:[9,90],tar:[13,15,28],target:[8,14,28,31,32,48,50,58,62,65,67,68],target_dict_dim:93,target_dict_s:57,target_dictionary_dim:8,target_language_embed:8,target_language_word:93,target_link_librari:32,target_word:57,targetinlink:[8,90],task:[7,8,53,57,65,74],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,90],tcp:106,tear:103,technic:33,techniqu:101,tee:110,tell:[33,37,38,57,74],templat:[47,74,97,98,110,111,119],tempor:8,temporari:[41,59,63,120],tensor:[30,32,46,48,50,52,53,56,57,66,67,73,75,76,97],tensor_array_read:75,tensor_array_s:75,tensor_array_stack:75,tensor_array_unstack:75,tensor_array_writ:75,tensor_data:53,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarraydesc:75,tensordesc:[53,73],tensorflow:[31,48,51,65,66,70,75],term:[8,9,33,69,70],termin:110,tessorarrai:75,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,28,29,30,32,50,55,59,64,67,71,88,95,96,97,98,103,104,106,108,122,123],test_:97,test_all_data_in_one_period:110,test_check_grad_ingore_i:97,test_check_grad_ingore_x:97,test_check_grad_norm:97,test_compar:77,test_comparespars:77,test_comparetwonet:77,test_comparetwoopt:77,test_config_pars:77,test_data:4,test_data_dir:104,test_fcgrad:96,test_gpuprofil:103,test_layergrad:96,test_list:[2,82],test_mul_op:[83,97],test_networkcompar:77,test_pass:[105,106,108],test_period:[105,106,108],test_predict:77,test_pydataprovid:77,test_pydataprovider2:77,test_pydataproviderwrapp:77,test_recurrent_machine_gener:77,test_recurrentgradientmachin:[77,90],test_swig_api:77,test_train:77,test_traineronepass:77,test_wait:[105,106],testa:29,testb:29,testbilinearfwdbwd:103,testcas:97,testconfig:96,testfcgrad:96,testfclay:96,testlayergrad:96,testmulgradop:97,testmulop:97,testq:29,testresult:28,testutil:96,text1:45,text:[2,7,9,13,29,53,56,121],text_conv:123,text_fil:13,tflop:103,tftp:119,tgz:[14,86],than:[6,7,8,9,33,41,47,48,63,68,70,75,82,119],thei:[8,29,32,33,38,40,43,45,48,49,57,58,63,66,67,68,74,75,76,103],them:[7,8,9,15,29,30,32,33,36,41,43,47,52,57,64,66,68,69,72,73,74,75,76,103],themselv:32,therefor:59,therein:[8,31],theta:48,theta_d:48,theta_g:48,thi:[2,6,7,8,9,10,13,14,15,28,29,30,31,32,33,36,37,38,39,40,41,42,46,47,48,49,50,56,57,58,59,60,61,63,64,65,66,67,68,69,70,73,74,75,86,101,103,119],thin:52,thing:[2,48,65,68],think:[29,32],third:[8,33,50,101],third_parti:[8,115,116,117],those:[8,31,32,33,47,49,50,51,61],though:[75,119],thought:32,thread:[101,103],thread_local_rand_use_global_se:[105,106],threadid:108,threadloc:103,three:[7,8,30,33,42,46,49,57,58,60,61,64,122],threshold:[6,7,8,33,37,106],through:[8,32,33,37,39,42,58,59,67],throughout:43,throughput:103,thrust:68,thu:[8,40,42,50,120],tier:110,time:[8,9,11,13,28,29,30,32,33,37,40,47,52,56,57,63,64,65,66,68,69,73,74,75,76,90,101,102,103,106,110,111,119],timelin:[8,68],timeout:[33,37],timeout_sec:13,timer:103,timestamp:[8,34],timestep:[8,72],titl:[14,111],tls:44,tmp:[2,63],to_chw:15,to_no_sequ:[8,89],to_sequ:[8,89,90],to_tar:28,to_your_paddle_clone_path:99,todo:[7,13,14,31,33,37,40,57,74],toend:8,togeth:[8,9,13,28,75],token:[7,8,29,93],toler:[28,30],too:[14,30,75],took:119,tool:[99,101,111,115,117],toolchain:[101,115],top:[7,28,56,57,122],top_k:[7,57],top_level_rnn:56,topk_generated_scor:57,topk_id:57,topk_scor:57,toplevel:94,topolog:[29,33,50,53,60,65,67],topoloi:50,topolopi:28,torch:31,toronto:[8,14],tostr:82,total:[28,33,42,64,66,101,103,110,119],total_pass:64,tottim:[101,102],trace:[31,48],track:[33,37,50,63,95],tractabl:8,tradit:[8,31,46],traffic:65,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,31,35,37,38,40,42,48,49,53,59,60,61,62,67,68,70,73,76,78,80,84,87,93,104,106,108,110,111,112,113,121,122,123],train_arg:111,train_args_dict:111,train_args_list:111,train_conf:121,train_config_dir:111,train_data:104,train_data_dir:104,train_i:87,train_list:[2,82,104,122],train_read:87,train_x:87,trainabl:[8,53,63],trainer:[2,4,29,34,35,36,37,39,59,60,65,66,68,87,96,104,106,108,111],trainer_config:[1,2,4,110,111,123],trainer_config_help:[2,96],trainer_count:[80,88,104,105,106,108,110,111],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[104,106,111],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerconfighelp:82,trainerid:[40,111],trainerintern:123,trainonebatch:36,tran:96,transact:[33,37],transform:[8,9,15,68],transform_param_attr:9,transformed_st:9,translat:[8,9,80,121],translation_id:57,translation_scor:57,transpar:57,transpos:[8,15],transposedfullmatrixproject:8,travel:2,travers:49,travi:95,treat:[8,31,38],treatment:[38,46],tree:[8,31,63,111,117],trg_dic_siz:57,trg_embed:[57,93],trick:57,tricki:54,trigger:[40,60],trim:8,trivial:[57,75],true_block:[31,51,61],true_imag:64,true_label:64,true_neg:42,true_posit:42,true_read:64,truth:[7,8],tune:[6,101,102,105],tupl:[8,9,13,14,15,28,63,64],ture:8,turn:[8,63,64,92],tutori:[101,104,110,111,112,113,120,121],twice:[48,66],twine:71,two:[7,8,9,29,38,39,40,41,42,45,46,48,49,52,53,57,59,61,64,65,67,68,69,70,72,73,74,75,76,97,98,103],txt:[2,32,41,45,96,104,109,123],type:[2,7,8,9,11,13,14,29,31,33,36,37,40,41,44,45,46,52,53,54,55,56,57,61,62,63,64,68,69,70,73,74,76,87,88,90,93,96,97,98,108,110,122,123],type_nam:74,typedef:[38,46,54,55],typeid:74,typenam:[47,74,97,98],typic:[7,65],ubuntu:[71,86,88,101],ubyt:64,uci:14,uci_h:88,ufldl:8,uid:110,uint16_t:46,uint32:[44,53],uint64:[53,54],uint64_t:54,unawar:38,unclear:40,under:[32,37,66],underli:57,understand:[63,101,119],understand_senti:93,undeterminist:103,unidirect:8,unifi:[50,73],uniform:[6,8,13,35,48,63,64],uniform_random:63,uninstal:77,uniqu:[29,31,33,40,41,63,72],unique_nam:63,unique_name_gener:63,unique_ptr:[69,72,96],unit:[8,9,32,59,70],unittest:[55,77,97],unk:[73,76,121],unknown:8,unlik:[8,57],unordered_map:72,unpack:75,unrol:56,unseen:70,unseg:8,unsign:[38,46],unstack:75,unstack_from:75,unsupervis:48,unsupport:97,until:[33,38,66,72,111],untrack:95,unzip:115,updat:[6,8,10,33,37,38,44,46,48,56,57,58,59,60,65,72,75,95,101,102,108],update_equ:[28,87],update_hook:6,update_memori:31,update_op:58,updatecallback:96,upgrad:[77,86,120],upload:[33,41,44,71],upon:33,upper:8,upstream:[77,95],url:[13,14],usag:[7,8,9,15,28,46,51,60,104,111],use:[6,7,8,9,11,13,14,15,28,29,30,31,32,33,39,43,46,48,50,52,57,58,60,63,65,66,67,72,73,74,75,76,95,97,101,103,104,111,122],use_eigen_bla:115,use_eigen_for_bla:[115,116],use_etcd:28,use_global_stat:8,use_gpu:[4,80,87,88,104,105,106,108,110,111,122,123],use_mkldnn:8,use_old_updat:[36,105,106],use_sparse_remote_updat:36,used:[2,7,8,9,10,11,13,14,15,28,29,30,31,32,33,39,40,46,48,50,56,57,59,60,63,64,65,67,68,70,72,74,75,101,103],useful:[8,9,30,46,72],usegpu:96,user:[6,8,9,13,14,15,28,29,30,31,32,35,37,40,41,42,45,47,48,49,50,52,57,58,59,63,64,65,66,67,68,69,70,72,74,75,101,109,119],user_id:111,user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:[35,95,115],uses:[8,33,40,46,56,57,60,65],using:[6,8,9,13,28,29,31,32,33,37,38,40,41,45,46,47,48,50,52,56,58,59,61,64,65,69,70,72,74,88,97,120],usr:[77,83,84,104,106,111],usrdict:121,usrmodel:121,usual:[8,28,41,61,70,101,103],util:[103,111,119],uuid:[34,40],v28:8,v7a:115,v8a:115,valgrind:102,valid:[8,15,64,68,72],valu:[2,4,6,7,8,11,13,14,15,28,30,31,33,42,50,51,53,56,57,58,59,60,61,63,65,67,68,72,73,74,75,76,80,96,108,111,115,122,123],value1:106,value2:106,value_:73,value_evalu:7,value_rang:13,valueerror:[50,80],values_:75,vanilla:93,varabl:66,vardesc:[31,49,61,63,68,73],vardescbuild:31,variabl:[10,13,14,29,30,31,42,43,48,49,50,51,52,56,57,58,59,61,62,65,66,67,69,70,73,74,75,101,110],variablenamemap:97,varialbl:48,varianc:8,variant:[8,52,75],varibl:50,varienc:75,varient:75,variou:[31,46,70],varproto:74,vars_:[31,72],vartyp:[73,76],vartypeinfer:52,vec1:8,vec2:8,vec:82,veclib:116,vector:[8,9,13,14,29,31,36,38,50,51,56,57,63,68,69,73,75,123],vendor:32,verb:14,verbos:45,veri:[8,11,32,37,47,48,57,60,64,66,70,72,75,101],verifi:31,version:[8,9,32,41,45,48,50,51,53,57,65,71,101,103,104,105,106,116],versu:29,vertic:8,vgg:9,via:[33,95,119],view:[8,53],vim:84,virtual:[52,69],virtualenv:94,visibl:[40,72],visit:28,visual:[8,57],vlog:36,volum:[109,110,111],volumemount:[110,111],vutbr:14,wai:[7,9,29,38,40,57,59,63,64,67,70,75],wait:[33,38,111],wangkuiyi:32,want:[2,8,29,41,42,48,59,62,64,67,70,72,75,101],warn:[28,45,77,82,111],warp:8,warpctc:8,watch:33,wbia:122,web:101,weight:[7,8,9,10,53,70,96,122],weight_act:9,weightlist:96,weights_:96,weights_t:96,welcom:32,well:[41,47,48,65,67,70,73],were:[7,32],wether:8,wget:115,what:[6,8,32,48,57,63,65,66,74,95,101,119],wheel:86,when:[2,6,7,8,10,13,28,30,31,32,33,36,37,38,41,42,45,46,50,57,59,60,61,63,65,66,68,75,101,103,119],whenev:63,where:[8,9,10,29,31,33,40,49,56,57,59,61,65,68,70,75,101],wherea:[31,37,47,51],whether:[7,8,13,15,28,30,31,64,73,75],which:[6,7,8,9,13,14,15,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,50,52,53,56,57,58,60,61,62,63,64,65,66,67,68,69,72,73,74,75,101,102,119],while_loop:[57,75],whileloop:75,whileop:31,whl:[83,86],who:[47,49,63],whoever:38,whole:[2,7,13,48,51,54,55,56,62,74,119],whose:[8,13,30,33,40,56,68,69,74,75],why:[9,30,55,103],wide:[32,48,104],width:[7,8,13,15,36,54,64,82,96,97],wiki:[8,32,104],wikipedia:[8,14,104],wilder:2,window:[8,11,14,59,94,109],wirt:50,wise:[8,15,66,68],with_avx:[83,95,104,115,116],with_bia:74,with_c_api:[83,115,116,117],with_doc:83,with_doubl:[83,96,104],with_dso:83,with_golang:83,with_gpu:[83,94,95,104,115,116],with_mkl:83,with_profil:103,with_python:[83,104,115,116],with_rdma:[104,115,116],with_style_check:[83,95],with_swig_pi:[83,115,116],with_test:[83,95,97],with_tim:[103,104],within:[8,37],without:[7,8,33,38,63,64,66,68,101],wloop:75,wmt14:93,wmt_shrinked_data:14,won:90,wonder:2,word2vec:[41,80,104],word:[2,7,8,14,49,52,56,57,66,68,74,75,80,90,92,123],word_dict:[90,104,123],word_dim:[82,90,123],word_id:[2,80],word_idx:14,word_vector_dim:[8,57,93,121],words_freq_sort:14,work:[13,29,31,32,33,46,58,59,63,65,84,90,95,101,110,111,119],worker:[66,76],workflow:68,workspac:104,would:[28,31,32,33,40,47,48,49,58,59,60,63,64,65,66,73,75,101,119],wouldn:49,wrap:[47,48,119],wrapper:[9,32,47,59,65,69,75,103],write:[13,29,33,40,46,47,50,52,58,59,63,64,65,66,68,69,75,82],write_lock:34,writer:[29,63],written:[31,48,53,59,68,69,73,101],wrong:64,wrote:[50,66],wustl:8,wuyi:109,www:[8,14],x64:117,x86:[115,116],x86_64:[115,116],x_i:8,x_j:8,x_neg:30,x_po:30,xarg:[7,77,84,96,104],xcode:116,xcodebuild:116,xgbe0:106,xgbe1:106,xmap_read:13,xrang:[30,48,64,87,88,96],xxx:[29,75,122],xxxx:34,y_dim:48,y_neg:30,y_po:30,y_predict:[87,88],yaml:[32,104,110,111,119],yancey1989:41,yann:14,yapf:95,yeild:28,yep:[101,102],yet:119,yield:[2,13,29,35,64,80,87,90],yin:8,you:[2,6,8,9,13,28,30,41,46,72,101,119,122],your:[8,13,28,29,32,36,41,45,68,77,115,116,117,119],your_param_nam:82,your_repo:111,your_source_root:55,yuyang18:[13,14],yuyang:[101,102],z_dim:48,z_size:48,zero:[6,8,9,10,13,14,30,33,48,57,60,63,73,106],zip:[14,63,111,115],zoo:121},titles:["API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","TheIfElse
Operator","Design Doc: InferVarType","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Averaging Parameter in PaddlePaddle","Design Doc: The C++ ClassParameters
","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7f16\u8bd1PaddlePaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","MOBILE","Cluster bootstrapping tool survey","<no title>","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","Model Zoo - ImageNet","\u5feb\u901f\u5165\u95e8\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":111,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":121,"\u4e0b\u8f7d\u6570\u636e":110,"\u4e0d\u4f7f\u7528":54,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":54,"\u4e0d\u540c\u7684":81,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":54,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":54,"\u4e24\u79cd\u4f7f\u7528":81,"\u4e2d\u6587\u5b57\u5178":121,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":121,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":121,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":121,"\u4e3a\u4ec0\u4e48\u8981":94,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":103,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":103,"\u4ec5\u4ec5\u4f7f\u7528void":54,"\u4ecb\u7ecd":[121,122],"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4ece\u6e90\u7801\u7f16\u8bd1":83,"\u4ee3\u7801\u8981\u6c42":95,"\u4f18\u5316\u7b97\u6cd5":123,"\u4f7f\u7528":[95,110],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":104,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":54,"\u4f7f\u7528\u6848\u4f8b":108,"\u4f7f\u7528\u6982\u8ff0":123,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":108,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":111,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":121,"\u4f7f\u7528\u8bf4\u660e":100,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":84,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":84,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":84,"\u4f7f\u7528docker\u6784\u5efa":99,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":104,"\u4f7f\u7528pip\u5b89\u88c5":86,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":95,"\u4fee\u6539\u542f\u52a8\u811a\u672c":110,"\u4fee\u6539\u6587\u6863":99,"\u514b\u9686":95,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":55,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":55,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":103,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":96,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":104,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[115,116],"\u51c6\u5907\u6570\u636e\u96c6":104,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":111,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":104,"\u51c6\u5907openmpi\u96c6\u7fa4":104,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":80,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":80,"\u51fa\u73b0":81,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u652f\u89c4\u8303":71,"\u521b\u5efa\u672c\u5730\u5206\u652f":95,"\u521b\u5efajob":111,"\u521b\u5efapaddl":110,"\u5220\u9664\u672c\u5730\u5206\u652f":95,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":95,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":80,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":95,"\u5236\u4f5c\u955c\u50cf":111,"\u5236\u4f5cdocker\u955c\u50cf":110,"\u524d\u5411operator\u5355\u5143\u6d4b\u8bd5":97,"\u52a0\u8f7dpaddlepaddl":87,"\u52a0\u901f\u6267\u884c":34,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":80,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":54,"\u52a8\u6001\u6269\u5bb9":34,"\u5355\u5143\u6d4b\u8bd5":106,"\u5355\u53cc\u5c42rnn":90,"\u5377\u79ef\u6a21\u578b":123,"\u539f\u56e0":54,"\u539f\u56e0\u5217\u8868":54,"\u53c2\u6570\u4fe1\u606f":122,"\u53c2\u6570\u5185\u5b58":80,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":106,"\u53c2\u6570\u6982\u8ff0":105,"\u53c2\u6570\u8bbe\u7f6e":82,"\u53c2\u6570\u8bfb\u53d6":122,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":44,"\u53c2\u8003\u8d44\u6599":103,"\u53cc\u5c42rnn":90,"\u53cc\u5c42rnn\u4ecb\u7ecd":92,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":92,"\u53cd\u5411operator\u5355\u5143\u6d4b\u8bd5":97,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":94,"\u53ef\u9009\u529f\u80fd":121,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":86,"\u540d\u8bcd\u89e3\u91ca":44,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":123,"\u5411\u91cf":106,"\u542f\u52a8\u4efb\u52a1":111,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":104,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":104,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":104,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":104,"\u5440":94,"\u547d\u4ee4\u884c\u53c2\u6570":123,"\u548c":89,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":108,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":84,"\u5728kubernetes\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":104,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":104,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":98,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":121,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":115,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":115,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":87,"\u57fa\u672c\u539f\u7406":92,"\u57fa\u672c\u8981\u6c42":54,"\u5982\u4f55\u4e66\u5199\u6587\u6863":99,"\u5982\u4f55\u4f7f\u7528":81,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":82,"\u5982\u4f55\u5199\u65b0\u7684oper":97,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":80,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":82,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":82,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":80,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":82,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":80,"\u5982\u4f55\u66f4\u65b0\u6587\u6863\u4e3b\u9898":99,"\u5982\u4f55\u66f4\u65b0doc":99,"\u5982\u4f55\u6784\u5efa\u6587\u6863":99,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":82,"\u5982\u4f55\u8c03\u7528":80,"\u5982\u4f55\u8d21\u732e":99,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":95,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":103,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":82,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":90,"\u5b50\u5e8f\u5217\u95f4\u6709memori":90,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":82,"\u5b89\u88c5":[86,123],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":85,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":117,"\u5b89\u88c5\u6d41\u7a0b":85,"\u5b89\u88c5kubectl":109,"\u5b9a\u4e49operator\u7c7b":97,"\u5b9a\u4e49opkernel\u7c7b":97,"\u5b9a\u4e49protomaker\u7c7b":97,"\u5b9e\u73b0":54,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":97,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":96,"\u5b9e\u73b0\u65b9\u5f0f":55,"\u5b9e\u73b0\u8ba1\u7b97":98,"\u5b9e\u73b0c":[96,97],"\u5b9e\u73b0python\u5c01\u88c5":96,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":102,"\u5bfc\u51fac":54,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":108,"\u5c0f\u7ed3":2,"\u5de5\u5177":103,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":86,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":85,"\u5e76\u5b8c\u6210":95,"\u5efa\u7acb":95,"\u5f00\u53d1\u6807\u51c6":100,"\u5f00\u59cb\u5f00\u53d1":95,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":106,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":123,"\u5feb\u901f\u5b89\u88c5":88,"\u5feb\u901f\u5f00\u59cb":88,"\u6027\u80fd\u4f18\u5316":100,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":103,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":103,"\u6027\u80fd\u8c03\u4f18":106,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":123,"\u603b\u4f53\u6d41\u7a0b":94,"\u6216\u8005\u662f":77,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":83,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":77,"\u62a5importerror":77,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":54,"\u63a5\u53e3":122,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":80,"\u63a8\u5bfc\u65b9\u7a0b":96,"\u63a8\u6d4b\u6267\u884c":34,"\u63d0\u4ea4":95,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":95,"\u63d0\u4ea4\u955c\u50cf":110,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":87,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":89,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6570\u636e\u652f\u6301":106,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":123,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":121,"\u6574\u4f53\u65b9\u6848":111,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":44,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":35,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":35,"\u6587\u4ef6\u9884\u5904\u7406":35,"\u6587\u6863":114,"\u65b0\u624b\u5165\u95e8":88,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":78,"\u65f6\u5e8f\u6a21\u578b":123,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":90,"\u65f6\u95f4\u6b65":90,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":55,"\u672c\u5730\u6d4b\u8bd5":108,"\u672c\u5730\u8bad\u7ec3":108,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":80,"\u672f\u8bed":34,"\u6784\u5efa\u548c\u6d4b\u8bd5":95,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":115,"\u67b6\u6784\u56fe":44,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":102,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":110,"\u67e5\u770b\u8f93\u51fa":111,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":44,"\u6848\u4f8b\u4e00":108,"\u6848\u4f8b\u4e8c":108,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":104,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":104,"\u6982\u5ff5\u7b80\u4ecb":97,"\u6982\u5ff5\u89e3\u91ca":35,"\u6982\u8ff0":[89,92,104],"\u6a21\u5757":44,"\u6a21\u578b":122,"\u6a21\u578b\u4e0b\u8f7d":122,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":55,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":123,"\u6a21\u578b\u914d\u7f6e":[81,90,100],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":90,"\u6ce8\u518coper":97,"\u6ce8\u610f\u4e8b\u9879":[2,97],"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u6d4b\u8bd5":106,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":102,"\u7279\u5f81\u63d0\u53d6":122,"\u73af\u5883\u51c6\u5907":104,"\u751f\u6210\u5e8f\u5217":93,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":102,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":92,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u7684\u533a\u522b":81,"\u7684\u53c2\u6570":81,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":81,"\u76ee\u5f55\u7ed3\u6784":55,"\u76ee\u6807":44,"\u76f4\u63a5\u6784\u5efa":99,"\u76f8\u5173\u6982\u5ff5":92,"\u77e9\u9635":106,"\u793a\u4f8b1":90,"\u793a\u4f8b2":90,"\u793a\u4f8b3":90,"\u793a\u4f8b4":90,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":80,"\u7a00\u758f\u8bad\u7ec3":108,"\u7b26\u53f7":54,"\u7b80\u4ecb":109,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":93,"\u7c7b":[54,96,97],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":87,"\u7ec6\u8282\u63cf\u8ff0":106,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":104,"\u7ed1\u5b9apython":97,"\u7f16\u5199yaml\u6587\u4ef6":110,"\u7f16\u8bd1":97,"\u7f16\u8bd1\u4f9d\u8d56":83,"\u7f16\u8bd1\u548c\u5b89\u88c5":[115,116,117],"\u7f16\u8bd1\u548c\u6267\u884c\u5355\u5143\u6d4b\u8bd5":97,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":77,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":77,"\u7f16\u8bd1\u65b9\u6cd5":83,"\u7f16\u8bd1\u6d41\u7a0b":85,"\u7f16\u8bd1\u9009\u9879":[55,83],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":83,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":83,"\u7f16\u8bd1paddlepaddl":115,"\u7f16\u8bd1paddlepaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":94,"\u7f29\u5bb9":34,"\u7f51\u7edc\u53ef\u89c6\u5316":122,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":54,"\u80cc\u666f":54,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":106,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":84,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u89c2\u6d4b\u8bcd\u5411\u91cf":121,"\u8bad\u7ec3":106,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":80,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8bad\u7ec3\u6a21\u578b":[87,123],"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":92,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":80,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":107,"\u8bcd\u5411\u91cf\u6a21\u578b":123,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":121,"\u8bcd\u6c47\u8868":90,"\u8be6\u7ec6\u6559\u7a0b":103,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":90,"\u8f6c\u6362\u5e93":35,"\u8f93\u5165":92,"\u8f93\u5165\u4e0d\u7b49\u957f":90,"\u8f93\u5165\u793a\u4f8b":92,"\u8f93\u51fa":92,"\u8f93\u51fa\u65e5\u5fd7":123,"\u8fd0\u884c\u5bb9\u5668":110,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":86,"\u8fd0\u884cdocker":77,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":54,"\u8fdb\u884c\u8bad\u7ec3":[35,110],"\u8fdb\u9636\u6307\u5357":100,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":109,"\u901a\u7528":106,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":123,"\u9047\u5230":77,"\u90e8\u7f72kubernetes\u96c6\u7fa4":109,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":123,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[115,116,117],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":93,"\u914d\u7f6e\u7f51\u7edc":87,"\u914d\u7f6ekubectl":109,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":109,"\u94a9\u5b50":95,"\u9519\u8bef\u600e\u4e48\u529e":81,"\u9644\u5f55":123,"\u968f\u673a\u6570":106,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":78,"\u96c6\u7fa4\u8bad\u7ec3":108,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":78,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":94,"\u975e\u6cd5\u6307\u4ee4":77,"\u9884\u6d4b":[122,123],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[65,66,67,119],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":115,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":90,"api\u5e93":115,"beam_search\u7684\u751f\u6210":90,"book\u4e2d\u6240\u6709\u7ae0\u8282":71,"book\u6559\u7a0b":84,"class":[48,60,63],"cmake\u6e90\u7801\u7f16\u8bd1":77,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":44,"float":80,"function":[32,47,48,63],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":108,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":103,"gpu\u955c\u50cf\u51fa\u73b0":77,"group\u6559\u7a0b":92,"import":77,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":116,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":111,"kubernetes\u5355\u673a\u8bad\u7ec3":110,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"paddle\u52a8\u6001\u5e93\u4e2d":54,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":54,"paddle\u7248\u672c\u53f7\u4e3a0":77,"paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3":104,"paddlepaddle\u53d1\u884c\u89c4\u8303":71,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":71,"paddlepaddle\u73af\u5883\u4f9d\u8d56":86,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":83,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":117,"pod\u95f4\u901a\u4fe1":111,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":102,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":102,"python\u63a5\u53e3":122,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":77,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":123,"return":64,"rnn\u76f8\u5173\u6a21\u578b":91,"rnn\u914d\u7f6e":93,"tensor\u4f7f\u7528\u6837\u4f8b":98,"tensor\u5230eigentensor\u7684\u8f6c\u6362":98,"tensor\u6a21\u5757":98,Abs:5,For:32,NOT:43,The:[31,38,48,49,51,52,58,60,68,69],Use:[31,61],Using:[32,38],With:41,about:48,absolut:57,accuraci:21,activ:[5,8],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,addto:8,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,56,62,65],all:[72,75],analysi:65,anneal:82,api:[0,3,55,58,59,63,70,74],appendix:119,applic:3,architectur:65,argument:[45,64],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,assign:21,associ:72,assumpt:119,async:106,attent:93,attribut:[6,70],auc:7,auto:30,averag:59,avg:11,backgraound:30,background:[66,67,75,76],backward:[49,68],base:[41,57,66],basepool:11,basic:119,batch:64,batch_norm:[8,21],batch_siz:64,beam:57,beam_search:8,beam_search_decod:21,becaus:82,benefit:[66,68],between:[29,63,68,74],bidirectional_gru:9,bidirectional_lstm:9,big:82,bilinear_interp:8,binari:31,bla:83,block:[31,48,49,61,63,68],block_expand:8,blockdesc:61,bootstrap:119,bottleneck:101,brelu:5,bring:119,build:[48,68],cach:2,can:72,capi:55,capi_priv:55,cast:21,challeng:[62,66],chang:57,check:[8,30],checker:30,checkpoint:[33,34,40],choos:32,chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,clone:95,close:30,cluster:[39,119],cmake:32,code:[41,63,101],column_sum:7,commit:95,compar:119,comparis:63,compil:[31,46,61,68],compos:64,comput:[31,49,68,70],con:119,concat:[8,21],concept:[63,68],conclus:[40,50,119],condit:48,config:3,configur:27,conll05:14,connect:8,constantiniti:20,construct:49,content:[2,55,77,78,80,81,82,89,103],context_project:8,control:68,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,65,66],core:[30,63],cos_sim:[8,21],cost:8,creat:[64,67,68,72],create_arrai:21,creation:[37,59,70],creator:64,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,77,83],cudnn:83,cudnnavg:11,cudnnmax:11,current:[46,69],custom:64,data:[8,12,13,21,33,64,65],datafeed:[13,17],dataprovid:[3,106],dataset:[12,14,33,37],datatyp:13,decayedadagrad:10,decayedadagradoptim:23,decod:57,decor:64,deep:31,definit:76,demo:48,dens:40,depend:48,deploi:41,describ:58,descript:[45,68],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,52,53,56,57,58,60,61,63,64,65,66,67,68,69,72,73,75],destroi:72,detail:36,detect:[7,8],detection_map:7,detection_output:8,develop:68,dictionari:64,differ:68,discrimin:48,discuss:[48,66],dispatch:[33,37],distribut:[29,33,36,41,65],doc:[29,31,33,37,38,39,40,43,46,47,49,52,53,60,61,63,64,65,66,67,68,69,73],docker:[41,94],doe:[43,64],dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,driver:77,drop_out:81,dropout:[8,21],duplic:81,dure:[57,64],dylib:55,dynam:[33,75],dynamic_lstm:21,dynet:50,eigen:98,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21],engin:48,enough:30,entri:64,environ:41,eos:8,eval:65,evalu:[7,18,42],event:[28,29],examin:101,exampl:[29,32,51,55,67],except:80,execut:[31,61,68],executor:[19,43],exp:5,expand:[8,89],expandlevel:8,explain:30,factor:8,factorization_machin:8,faq:79,fault:33,file:[31,101],fill_const:21,fill_constant_batch_size_lik:21,first_seq:[8,89],float16:46,fluid:16,fork:95,format:[31,33,53],forward:49,frame:31,framework:[30,98],from:[29,40,74],full_matrix_project:8,fulli:8,gan:48,gate:93,gated_unit:8,gener:[48,57,101,119],get_output:8,give:64,global:[61,63],gpu:106,gradient:[30,38,69],gradient_print:7,graident:30,graph:[49,50,66,68,70],group:8,gru:[9,106],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[29,54],happen:40,hardwar:46,helper:63,hierarchi:31,high:[58,59,70,74],how:[30,36,59,64,68],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,ident:5,identifi:101,identity_project:8,ifels:51,ifelseop:31,illeg:77,imag:[8,9,15,41],imagenet:122,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,43,46,53,56,59,63,64,68,69,70],increment:21,infer:[28,80],infershap:[61,73],infervartyp:52,ingredi:29,ingress:44,init_hook:2,initi:[20,38,48],input_typ:2,insid:72,instal:119,instead:64,instruct:77,insuffici:77,interact:74,interfac:[12,13,15,30,33,38,39,58,64,67,72],intermedi:68,interpol:8,introduc:[57,75],introduct:70,isn:64,issu:[46,95],job:[33,41,110],join:8,kernel:68,kmax_sequence_scor:8,kubernet:[41,109,110],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:31,larg:36,last_seq:[8,89],layer:[8,21,29,47,63,81],learn:[31,82],learnabl:8,less_than:21,leval:74,level:[58,59,70,74],libpaddle_capi_shar:55,libpaddle_capi_whol:55,librari:[38,46,68],limit:65,linear:5,linear_chain_crf:21,linear_comb:8,list:[34,64],local:[65,67,72],lod:57,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[56,57,75],lodtensordesc:76,log:5,logic:37,look:101,low:[59,70,74],lstm:[9,21,106],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,57],macro:68,main:48,manag:32,map:[64,68],master:[33,37,41],math:8,mathemat:30,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:48,memori:[8,56,81,90,92],merge_lod_tensor:21,messag:[74,82],method:57,might:48,migrat:68,mileston:68,mini:64,minibatch:13,misc:8,mix:8,mnist:14,mobil:118,model:[3,27,29,36,38,40,48,53,57,93,122],modul:[68,77],momentum:10,momentumoptim:23,more:48,motiv:[43,53,62],movielen:14,msrainiti:20,mul:21,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:64,multiplex:8,mxnet:50,name:[72,77,81],nce:8,necess:63,necessari:68,need:64,nest:56,net:22,network:[9,68,93],neural:93,nlp:[9,106],norm:[8,70],normaliniti:20,note:30,numer:30,numpi:30,nvprof:103,nvvp:103,object:33,offset:57,ones:21,onli:[64,72],op_mak:68,oper:[47,51,59,61,63,66,68,69,73,75],opinfomap:68,opkernel:68,opproto:74,ops:70,optim:[10,23,33,38,49,58,63],option:45,opwithkernel:68,order:45,org:99,origin:68,orthogon:72,out_prod:8,output:8,overview:[40,43,68,72],pack:57,packag:32,pad:8,paddl:[36,64,72,77,81,98],paddlejob:41,paddlepaddl:[29,31,59,61,65,70,71,77,99,114],parallel_nn:108,paramattr:24,paramet:[6,8,28,29,33,38,39,41,59,60,63,66,70],parameteraverageoptim:59,parent:72,part:49,partit:38,path:[40,45],penalti:70,perform:[59,101,106],persist:37,pfsclient:[44,45],pfsserver:44,placement:65,platform:77,pnpair:7,point:80,pool2d:21,pool:[8,11,89],pose:[52,69],power:8,pre:95,precision_recal:7,prefetch:64,prelu:8,print:7,pro:119,problem:[42,52,58,69],procedur:119,process:[33,38,41,58,68],profil:[25,101],program:[31,61,63],programdesc:61,project:32,propos:[52,69,70],protobuf:73,protocol:82,provid:[2,64],prune:62,pserver:40,pull:95,push:95,python:[30,41,56,58,59,63,64,65,70,74,76,101],qualiti:68,queue:[33,37],rank:7,rank_cost:8,raspberri:117,rate:82,reader:[12,13,29,64],realiz:68,recoveri:33,recurr:[8,9,81,92,93],recurrent_group:8,ref:30,refactor:68,refer:[2,65,66],regist:[52,68,74],registr:[68,69],registri:68,regular:[26,38,70],reject:82,rel:57,relat:[68,75],relu:5,remot:[39,67],repeat:8,represent:[31,68],request:95,requir:[32,48],reshap:[8,21],resiz:8,resnet:122,retri:37,reus:63,rmsprop:10,rnn:[56,75,90,106],rnnop:[31,56,68],roi_pool:8,rotat:8,row:73,row_conv:8,row_l2_norm:8,runtim:[41,65],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,56,68,72],search:57,select:[38,73],selectedrow:73,selective_fc:8,sentiment:14,separ:68,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[57,93],sequence_conv:21,sequence_conv_pool:[9,22],sequence_pool:21,sequencesoftmax:5,server:[33,37,38,41,66],session:[65,67],sextant:119,sgd:106,sgdoptim:23,shape:57,share:[29,72],should:72,shrink_memori:21,shuffl:64,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:57,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:64,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:[52,62,69],spars:[38,39,40,73],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,stanh:5,start:29,statement:42,step:56,storag:70,store:33,sub_nested_seq:8,subcommond:45,submit:41,suffici:64,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:53,support:[46,75,77],survei:[46,50,70,119],synopsi:45,tabl:55,table_project:8,tanh:5,task:[33,37],tecton:119,tensor:[8,68,98],tensorarrai:[57,75],tensordesc:76,tensorflow:50,text_conv_pool:9,theori:30,thi:[72,77],think:48,three:75,timelin:40,todo:[34,35],togeth:72,toler:33,too:82,tool:[32,119],topk:21,train:[28,29,33,36,39,41,58,64,65],trainer:[28,33,38,40,41],tran:8,trans_full_matrix_project:8,translat:57,transpos:21,tune:106,two:30,uci_h:14,uniform:75,uniforminiti:20,unpack:57,updat:[29,39,40],usag:[56,57,64],use:[36,64],user:33,util:7,value_print:7,vardesc:76,variabl:[63,68,72,76],version:[46,77],vgg_16_network:9,warp_ctc:8,weightdecayregular:26,what:[36,40,43],wheel:77,when:[40,72],whl:77,why:[46,59,64,68,75],wmt14:14,xavieriniti:20,zero:21,zoo:122}}) \ No newline at end of file -- GitLab