searchindex.js 193.1 KB
Newer Older
1
Search.setIndex({docnames:["api/index_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/io","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/backward","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/concurrent_programming","design/dist_refactor/distributed_architecture","design/dist_refactor/multi_cpu","design/dist_refactor/parameter_server","design/error_clip","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/fluid_compiler","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/kernel_hint_design","design/memory_optimization","design/mkl/mkl_packed","design/mkl/mkldnn","design/mkl/mkldnn_fluid","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/profiler","design/program","design/prune","design/python_api","design/reader/README","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/switch_kernel","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/new_op_kernel_en","howto/dev/use_eigen_en","howto/dev/write_docs_en","howto/index_en","howto/optimization/cpu_profiling","howto/optimization/gpu_profiling_en","howto/read_source","howto/usage/cluster/cluster_train_en","howto/usage/cluster/fabric_en","howto/usage/cluster/fluid_cluster_train_en","howto/usage/cluster/k8s_aws_en","howto/usage/cluster/k8s_en","howto/usage/cluster/openmpi_en","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","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","index_en","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_ios_en","mobile/cross_compiling_for_raspberry_en","mobile/index_en","survey/cluster_bootstrapping_tools"],envversion:50,filenames:["api/index_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/io.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/backward.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/concurrent_programming.md","design/dist_refactor/distributed_architecture.md","design/dist_refactor/multi_cpu.md","design/dist_refactor/parameter_server.md","design/error_clip.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/fluid_compiler.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/kernel_hint_design.md","design/memory_optimization.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/mkl/mkldnn_fluid.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/profiler.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.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/support_new_device.md","design/switch_kernel.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/new_op_kernel_en.md","howto/dev/use_eigen_en.md","howto/dev/write_docs_en.rst","howto/index_en.rst","howto/optimization/cpu_profiling.md","howto/optimization/gpu_profiling_en.rst","howto/read_source.md","howto/usage/cluster/cluster_train_en.md","howto/usage/cluster/fabric_en.md","howto/usage/cluster/fluid_cluster_train_en.md","howto/usage/cluster/k8s_aws_en.md","howto/usage/cluster/k8s_en.md","howto/usage/cluster/openmpi_en.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.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","index_en.rst","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_ios_en.md","mobile/cross_compiling_for_raspberry_en.md","mobile/index_en.rst","survey/cluster_bootstrapping_tools.md"],objects:{"paddle.v2":{image:[11,1,0,"-"]},"paddle.v2.fluid":{regularizer:[23,1,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[14,0,1,""],states:[14,0,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[23,2,1,""]},"paddle.v2.image":{batch_images_from_tar:[11,3,1,""],center_crop:[11,3,1,""],left_right_flip:[11,3,1,""],load_and_transform:[11,3,1,""],load_image:[11,3,1,""],load_image_bytes:[11,3,1,""],random_crop:[11,3,1,""],resize_short:[11,3,1,""],simple_transform:[11,3,1,""],to_chw:[11,3,1,""]}},objnames:{"0":["py","attribute","Python attribute"],"1":["py","module","Python module"],"2":["py","class","Python class"],"3":["py","function","Python function"]},objtypes:{"0":"py:attribute","1":"py:module","2":"py:class","3":"py:function"},terms:{"00m":105,"03m":105,"0424m":105,"0473v3":5,"055ee37d":110,"0630u":105,"06u":105,"0810u":105,"0957m":105,"0_cudnn5":89,"0_cudnn5_avx_mkl":[90,92],"0_cudnn7_avx_mkl":92,"0ab":4,"0rc":107,"0rc1":81,"0rc2":81,"0x10f256d50":55,"0x7ffe4de00110":55,"100gb":105,"100gi":110,"10g":39,"10m":105,"1150u":105,"11\u5b9e\u73b0\u4e86c":65,"11e6":111,"124n":105,"12gb":59,"13m":111,"1490u":105,"1550u":105,"16u":105,"173n":105,"1770u":105,"18ad":110,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":111,"197u":105,"1gb":105,"1st":18,"210u":105,"211839e770f7b538e2d8":5,"215n":105,"228u":105,"2520u":105,"2680u":105,"279n":105,"27m":105,"285m":105,"2863m":105,"28m":105,"2977m":105,"2cbf7385":110,"2nd":18,"302n":105,"30u":105,"328n":105,"32u":105,"32x32":10,"331n":105,"3320u":105,"365e":110,"36u":105,"3710m":105,"3768m":105,"387u":105,"38u":105,"3920u":105,"39u":105,"3rd":121,"4035m":105,"4090u":105,"4096mb":116,"4279m":105,"43u":105,"448a5b355b84":111,"4560u":105,"4563m":105,"45u":105,"4650u":105,"4726m":105,"473m":111,"4gb":116,"50bd":110,"50gi":110,"514u":105,"525n":105,"526u":105,"536u":105,"5460u":105,"5470u":105,"54u":105,"5690m":105,"573u":105,"578n":105,"5798m":105,"586u":105,"58s":111,"5969m":105,"5_cudnn5_avx_mkl":92,"5_cudnn5_avx_openbla":[92,93],"6080u":105,"6140u":105,"6305m":105,"639u":105,"64m":63,"655u":105,"6780u":105,"6810u":105,"682u":105,"6970u":105,"6ce9":110,"704u":105,"7090u":105,"72u":105,"73u":105,"75u":105,"760u":105,"767u":105,"783n":105,"784u":105,"78m":105,"7eamaa":10,"7kb":111,"8250u":105,"8300u":105,"830n":105,"849m":105,"861u":105,"8661m":105,"892m":105,"901n":105,"90u":105,"918u":105,"9247m":105,"924n":105,"9261m":105,"9330m":105,"94u":105,"9530m":105,"983m":105,"988u":105,"997u":105,"99u":105,"9a235":121,"9f18":111,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":47,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":32,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":47,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":47,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":81,"\u4e00\u822c\u7531mkl":61,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":47,"\u4e0a\u4f20\u65b9\u6cd5":81,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":47,"\u4e0a\u8ff0paddlepaddl":81,"\u4e0b\u4e00\u4e2awheel\u5305\u9700\u8981\u66f4\u65b0\u7248\u672c\u53f7\u624d\u53ef\u4ee5\u4e0a\u4f20":81,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":33,"\u4e0b\u62c9\u6846\u4e2d\u627e\u5230\u751f\u6210\u76843\u4e2a\u4e8c\u8fdb\u5236\u6587\u4ef6":81,"\u4e0b\u8f7d":47,"\u4e0b\u8f7d\u5230\u672c\u5730":47,"\u4e0b\u8f7d\u5f97\u5230":81,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":65,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":47,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":64,"\u4e0d\u4f7f\u7528c":64,"\u4e0d\u4f7f\u7528swig":64,"\u4e0d\u53ef\u4ee5\u66f4\u6539":81,"\u4e0d\u540c":61,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":64,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":64,"\u4e0d\u5728":65,"\u4e0d\u5bb9\u6613\u51fa\u9519":47,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":64,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":64,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":64,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":33,"\u4e0e":61,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":47,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":61,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":81,"\u4e0e\u53ef\u80fd\u6709\u7684":81,"\u4e0ebatch":60,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":64,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":65,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":64,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":64,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":81,"\u4e2a\u6027\u5316\u63a8\u8350":81,"\u4e2d":[60,61,64,65],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":61,"\u4e2d\u5199\u5165json\u5185\u5bb9":32,"\u4e2d\u5b8c\u5168\u4e00\u81f4":64,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":61,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":65,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":60,"\u4e2d\u5f15\u5165\u7684":60,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":61,"\u4e2d\u6839\u636e":60,"\u4e2d\u6dfb\u52a0":60,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":61,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":81,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":33,"\u4e3a":[60,61],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":61,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":47,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":65,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":61,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":60,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":61,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":47,"\u4e3b\u8981\u5305\u62ec":61,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":61,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":61,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":65,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":64,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":65,"\u4e5f\u4e0d\u751f\u6210":65,"\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u955c\u50cf":81,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":61,"\u4e66\u5199":64,"\u4eba\u8138\u8bc6\u522b":33,"\u4ec5\u4ec5\u4f7f\u7528":64,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":61,"\u4ece":81,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":32,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":60,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":32,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":65,"\u4ed6\u662f\u5c06":65,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":64,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":64,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":61,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":33,"\u4ee3\u8868shard\u7684index":33,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":33,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":33,"\u4ee5\u4e0b":33,"\u4ee5\u4e0b\u7b80\u79f0rnn":60,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":47,"\u4ee5\u53ca":60,"\u4ee5\u53canumpi":33,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":61,"\u4ee5\u793a\u533a\u5206":[60,61],"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":32,"\u4f18\u5316\u524d":60,"\u4f18\u5316\u540e":60,"\u4f1a\u4ee5":[60,61],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":60,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":61,"\u4f1a\u5728":61,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":61,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":64,"\u4f1a\u5f15\u5165":61,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":61,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":61,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":60,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":64,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":61,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":61,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":33,"\u4f20\u5165":33,"\u4f46":65,"\u4f46\u4e0d\u66b4\u9732":65,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":81,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":81,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":65,"\u4f46\u662f\u5728mkl":61,"\u4f46\u662f\u5728paddlepaddle\u4e2d":61,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":61,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":61,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":64,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":61,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":33,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":64,"\u4f7f\u7528":[61,65,81],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":33,"\u4f7f\u7528\u52a8\u6001\u5e93":64,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":32,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":65,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":61,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":65,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":32,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":64,"\u4f7f\u7528c":65,"\u4f7f\u7528c99\u505a\u63a5\u53e3":64,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":64,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":64,"\u4f7f\u7528regress":81,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":64,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":64,"\u4f7f\u7528void":64,"\u4f8b\u5982":[33,64,65,81],"\u4f8b\u5982\u5728deepspeech2":60,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":64,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":64,"\u4f8b\u5982\u5bf9\u4e8epython":64,"\u4f8b\u5982c":64,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":64,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":64,"\u4f8b\u5982python\u7684":64,"\u4f8b\u5982rnn":60,"\u4f9d\u6b21\u7c7b\u63a8":81,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":64,"\u4fee\u590d\u6240\u6709bug\u540e":81,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":81,"\u4fee\u6539":[61,81],"\u4fee\u6539\u6210":81,"\u505a\u53ea\u8bfb\u6302\u8f7d":33,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":81,"\u505a\u63a5\u53e3":64,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":32,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":60,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":61,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":60,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":65,"\u5171\u4eab\u5185\u5b58":61,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":60,"\u5176\u4e2d":[64,81],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":65,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":81,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":60,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":65,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":65,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":61,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[60,61],"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":61,"\u5177\u4f53\u8bf7\u53c2\u8003":65,"\u5185\u90e8\u5b58\u50a8":61,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":64,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":64,"\u518d\u57fa\u4e8e":81,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":60,"\u5199\u4ee3\u7801":64,"\u5199\u5165\u5feb\u7167\u6570\u636e":32,"\u51fd\u6570":[60,61],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":33,"\u51fd\u6570\u540d\u4e3a":65,"\u51fd\u6570\u547d\u540d":64,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":61,"\u5206\u522b\u5bf9\u5e94capi":81,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":32,"\u5206\u652f":81,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":81,"\u5206\u652f\u4e2d":81,"\u5206\u652f\u4e3a\u5f00\u53d1":81,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":81,"\u5206\u652f\u4e3a\u7a33\u5b9a":81,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":81,"\u5206\u652f\u5408\u5165":81,"\u5206\u652f\u5408\u5165master\u5206\u652f":81,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":81,"\u5206\u652f\u540d\u4e3a":81,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":81,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":81,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":81,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":81,"\u5206\u7247":32,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":32,"\u5219\u5ffd\u7565":32,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":32,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":32,"\u521b\u5efa":61,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":32,"\u5230":32,"\u5230\u7b2c\u4e8c\u6b65":81,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":60,"\u529f\u80fd":47,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":81,"\u52a8\u6001\u5e93":64,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":65,"\u5305\u62ec":[33,60,61],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":32,"\u5305\u62ecmkl":61,"\u534f\u540c\u5b8c\u6210releas":81,"\u5355\u4e2a\u503c":33,"\u5355\u70b9\u6545\u969c":32,"\u5373":65,"\u5373\u4f7f\u7528":65,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5373\u4f7fc":65,"\u5373\u4f8b\u5982":65,"\u5373\u4fbfpaddl":65,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":65,"\u5373\u66b4\u9732":65,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":61,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":64,"\u539f\u6765\u7684\u65b9\u6848":61,"\u53c2\u6570":64,"\u53c2\u8003":[47,64],"\u53c2\u8003\u4e0b\u56fe":81,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":61,"\u53cc\u5411\u9a8c\u8bc1":47,"\u53d1\u578b\u7248":81,"\u53d1\u5e03\u5230dockerhub":81,"\u53d1\u5e03docker\u955c\u50cf\u53ea\u9700\u8981\u5bf9\u81ea\u52a8push\u7684\u955c\u50cf\u6253\u4e0a":81,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":61,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":32,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":65,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":64,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":32,"\u53ef\u4ee5":81,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":32,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":64,"\u53ef\u4ee5\u5728\u6b64\u9875\u9762\u7684":81,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":33,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":32,"\u53ef\u4ee5\u7528":47,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":33,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":81,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":32,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":32,"\u53f3\u4fa7\u7684":81,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":60,"\u540c\u4e00\u6b21\u524d\u5411":60,"\u540c\u65f6":[60,61],"\u540c\u65f6\u4f1a\u5f00\u542fintel":61,"\u540c\u65f6\u518d\u5c06":81,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":61,"\u540c\u65f6\u63d0\u8d77":81,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":61,"\u540d\u5b57\u4fee\u9970":64,"\u540e\u5411":60,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":60,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":32,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":81,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":64,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":32,"\u548c":[33,60,61,64,65,81],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":61,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":33,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":32,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":32,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":64,"\u56e0\u6b64":60,"\u56fe\u50cf\u5206\u7c7b":81,"\u5728":[60,61,65,81],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":32,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":33,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":81,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":32,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":61,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":65,"\u5728\u5bf9\u5e94\u7684":60,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":60,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":33,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":32,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":65,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":32,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":32,"\u5728\u6709\u666e\u901a\u7684cpu":61,"\u5728\u672c\u6587\u6863\u4e2d":47,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":33,"\u5728\u6837\u4f8b\u4e2d":65,"\u5728\u7528\u6237\u4f7f\u7528c":65,"\u5728\u7b2c\u4e8c\u4e2atab":81,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":33,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":61,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":81,"\u5728\u8fd9\u4e2a":81,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":64,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":81,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":65,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":65,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":61,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":60,"\u5728batch":60,"\u5728c":64,"\u5728c\u7684\u5934\u6587\u4ef6":64,"\u5728packing\u4e0a\u7684\u8017\u65f6":60,"\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":33,"\u5728paramet":32,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":60,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":65,"\u5747\u662f\u5728":65,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":47,"\u5916\u90e8\u5b58\u50a8":61,"\u591a\u4e2a\u503c":33,"\u591a\u4e2aparamet":32,"\u591a\u6b21\u8c03\u7528":60,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":64,"\u5982\u56fe\u4e2dtrainer":32,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":32,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":61,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":64,"\u5982\u679c\u5728\u4f7f\u7528mkl":61,"\u5982\u679c\u5931\u8d25":81,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":61,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":32,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":32,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":33,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":81,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":65,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":65,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":65,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":32,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":64,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":81,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":64,"\u5982\u679c\u9700\u8981\u624b\u52a8\u7f16\u8bd1":81,"\u5982\u679cmkl":61,"\u5982\u679cparamet":32,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":61,"\u5b57\u6bb5\u8bbe\u4e3a":81,"\u5b57\u7b26\u4e32":33,"\u5b58\u50a8":33,"\u5b66\u4e60\u6210\u672c\u9ad8":64,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":61,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":33,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":61,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":61,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":65,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":47,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":61,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":61,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":33,"\u5b8c\u6210\u81ea\u52a8\u5316\u4e8c\u8fdb\u5236\u7f16\u8bd1":81,"\u5b9a\u4e49":61,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":61,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":61,"\u5b9e\u73b0\u7b80\u5355":64,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":64,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":64,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":60,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":64,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":64,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":60,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":61,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":60,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":65,"\u5bf9\u4e8e\u6bcf\u79cdc":65,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":60,"\u5bf9\u6bd4":64,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":60,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":60,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":65,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":81,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":61,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":65,"\u5c06":81,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":32,"\u5c06\u5927\u91cf\u7684":64,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":81,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":81,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":61,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":64,"\u5de5\u5177\u4e0a\u4f20\u5373\u53ef":81,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":32,"\u5e73\u5747\u6545\u969c\u7387":32,"\u5e76\u4e14\u4f1a\u5199\u597d":61,"\u5e76\u4e14\u4f7f\u7528":65,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":61,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":64,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":60,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":47,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":47,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":64,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":61,"\u5e76\u5220\u9664":81,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":32,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":32,"\u5e76\u53d1\u5e03\u5230pypi":81,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":60,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":33,"\u5e76\u5c06":81,"\u5e76\u5c06c":65,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":32,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":61,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":64,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":60,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":33,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":81,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":81,"\u5efa\u8bae":81,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":65,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":81,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":81,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":81,"\u5f00\u5934":[60,61],"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":32,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":60,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5f39\u51fa\u4e0b\u9762\u7684\u9009\u62e9\u6846":81,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":81,"\u5f53\u53ea\u505a\u63a8\u65ad":60,"\u5f53\u5f00\u542f":61,"\u5f53\u6253\u5f00":61,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":61,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":61,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":65,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":61,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":47,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":64,"\u5f97\u4f7f\u7528":64,"\u5fc5\u8981":65,"\u5fc5\u987b\u5206\u522b\u4e0e":61,"\u60c5\u611f\u5206\u6790":81,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":65,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":61,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":61,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":61,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":60,"\u6211\u4eec\u4f1a\u628amkl":61,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[60,61],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":64,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":61,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":60,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":61,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":33,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":47,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":64,"\u6211\u4eec\u8ba1\u5212\u5c06":60,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":61,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":47,"\u6211\u4eec\u9009\u62e9":33,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":60,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":33,"\u6216\u8005":[61,64,65],"\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":32,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":33,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":33,"\u6216activ":61,"\u6240\u4ee5":[61,81],"\u6240\u4ee5\u4e00\u4e2a\u7248\u672c\u53f7\u7684wheel\u5305\u53d1\u5e03\u4e4b\u540e":81,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":61,"\u6240\u4ee5\u5728":61,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":32,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":61,"\u6240\u4ee5\u6574\u4f53\u4e0a":61,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":61,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":47,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":61,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":65,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":61,"\u6240\u6709\u7684":60,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":65,"\u6240\u6709\u76f8\u5173\u7684":60,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":65,"\u6240\u6709mkl":61,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":64,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":61,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":65,"\u6267\u884c":81,"\u628a":33,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":33,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":32,"\u6309\u94ae":81,"\u63a5\u53e3":[64,65],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":65,"\u63a5\u53e3\u662f":33,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":47,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":61,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":61,"\u63a7\u5236\u7528\u6237\u6743\u9650":33,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":47,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":47,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":47,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":33,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":47,"\u6570\u636e":47,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":64,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":47,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":33,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":33,"\u6587\u4ef6":64,"\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":47,"\u6587\u4ef6\u5185\u5bb9\u4e3a":64,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":32,"\u6587\u4ef6\u5bf9\u5e94\u7684data":33,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":47,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":81,"\u65b0\u7248\u672c":61,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":81,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":47,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":60,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":61,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":61,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":64,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":33,"\u65e0\u8bba\u662f\u4ece":33,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":33,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":61,"\u65f6":[32,60,61],"\u65f6\u4e00\u8d77\u66f4\u65b0":61,"\u662f":[47,61],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":64,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":65,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":64,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":65,"\u662f\u5426\u6253\u5f00":60,"\u662f\u56e0\u4e3ac99\u652f\u6301":64,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":47,"\u662f\u6307":65,"\u662f\u7528\u6237\u4f7f\u7528c":65,"\u662fc":65,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":60,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":32,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":65,"\u6700\u540e\u5220\u9664":81,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":64,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[60,61],"\u6709\u6807\u51c6\u7684":64,"\u6709\u7684\u65f6\u5019":64,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":81,"\u672c\u6587\u6863\u63cf\u8ff0paddl":65,"\u673a\u5668\u7ffb\u8bd1":81,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":32,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":60,"\u6765\u5b9e\u73b0":61,"\u6765\u786e\u4fdd\u628a":64,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":64,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":33,"\u6765\u8fdb\u884c\u8ba8\u8bba":65,"\u67e5\u770blatest":81,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":81,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":61,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":32,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":32,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":32,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":64,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":60,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":61,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":32,"\u6bcf\u4e00\u4e2a":81,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":33,"\u6bcf\u4e2a":61,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":33,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":61,"\u6bcf\u4e2adata":33,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":61,"\u6bcf\u4e2aparamet":32,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":32,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":60,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":33,"\u6bcf\u969410\u5206\u949f":32,"\u6bd4\u5982":[33,61],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":61,"\u6bd4\u5982\u5c06":81,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":32,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":33,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":33,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":60,"\u6ce8":[32,81],"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[60,61],"\u6ce8\u610f":61,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":61,"\u6d4b\u8bd5\u672c\u6b21release\u7684\u6b63\u786e\u6027":81,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":61,"\u6d6e\u70b9\u578b\u6570\u636e":33,"\u6df1\u5165paddlepaddl":61,"\u6dfb\u52a0":60,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[60,61],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":61,"\u70b9\u51fb":81,"\u7136\u540e\u5728\u524d\u5411":60,"\u7136\u540e\u5728etcd\u7684":32,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":47,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":47,"\u7136\u540e\u6309\u7167\u4e0a\u8ff0\u7684\u65b9\u6cd5":81,"\u7136\u540e\u70b9\u51fb":81,"\u7248\u672c\u5206\u652f":81,"\u7248\u672c\u53f7":81,"\u7248\u672c\u53f7\u5bf9\u5e94\u7684tag\u5373\u53ef":81,"\u7248\u672c\u53f7rc":81,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":81,"\u7279\u6709\u7684\u8bbe\u5907id":61,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":60,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":64,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":33,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":33,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":64,"\u751f\u6210\u6587\u6863":64,"\u751f\u6210\u7684":33,"\u751f\u6210\u7ed9\u5b9a":33,"\u751f\u6210api\u6587\u6863":64,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":47,"\u7528":47,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":61,"\u7528\u4e8e\u7ba1\u7406mkl":61,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":60,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":61,"\u7528\u4e8emkl":[60,61],"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":33,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":33,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":65,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":33,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":65,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":33,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":47,"\u7528\u6237\u901a\u8fc7c":65,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":60,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":32,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":32,"\u7531\u4e8ec":64,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":47,"\u7531\u4e8emkl":61,"\u7531\u4e8epypi":81,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":61,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":47,"\u7684\u4e00\u4e2a\u5b50\u96c6":61,"\u7684\u4fe1\u606f":61,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":61,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":64,"\u7684\u57fa\u672c\u903b\u8f91":61,"\u7684\u5934\u6587\u4ef6":64,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":61,"\u7684\u60c5\u51b5\u4e0b":60,"\u7684\u63a5\u53e3\u6837\u5f0f":64,"\u7684\u6570\u636e\u6d41\u56fe":33,"\u7684\u65f6\u5019":61,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":61,"\u7684\u683c\u5f0f\u5b58\u50a8":61,"\u7684\u6982\u5ff5":61,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":64,"\u7684\u7248\u672c":81,"\u7684\u7ed3\u679c":60,"\u7684\u7f29\u5199":47,"\u7684\u7f51\u7edc\u6a21\u578b":60,"\u7684\u89c4\u8303":64,"\u7684\u89d2\u5ea6":33,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":33,"\u7684flag":[60,61],"\u7684vanilla":60,"\u76ee\u524d\u53ea\u8003\u8651":61,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":32,"\u76ee\u524d\u5728paddlepaddle\u4e2d":61,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":61,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":64,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":47,"\u76ee\u524d\u7684\u4f18\u5316":61,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":64,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":60,"\u76ee\u5f55\u4e0b":65,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":61,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":64,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":65,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":64,"\u76f8\u5173\u5c42":60,"\u77e9\u9635\u5927\u5c0f\u662f":60,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":64,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":64,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":32,"\u79bb\u7ebf\u6279\u5904\u7406":33,"\u7b2c\u4e00\u4e2atag\u4e3a":81,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":81,"\u7b2c\u4e8c\u4e2a\u4e3a":81,"\u7b49":[61,65],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":65,"\u7b49\u5f85\u7f16\u8bd1\u5b8c\u6210\u540e":81,"\u7b49\u6587\u4ef6":65,"\u7c7b\u4f3c":65,"\u7c7b\u540d\u548cc":64,"\u7c7b\u578b":64,"\u7ed3\u8bba":64,"\u7edf\u4e00\u7528":33,"\u7f16\u8bd1\u5668\u6ca1\u6709":64,"\u7f16\u8bd1\u578b\u8bed\u8a00":64,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":61,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":81,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":81,"\u7f16\u8bd1c":65,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":65,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":64,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":65,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":47,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":32,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":64,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":64,"\u800c\u5bf9\u4e8egolang":64,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":64,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":65,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":33,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":64,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":32,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":65,"\u826f\u597d\u7684\u6587\u6863":64,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":61,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":32,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":65,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":61,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":64,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":64,"\u8ba1\u5212\u5728":[60,61],"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":32,"\u8ba9paddle\u6838\u5fc3\u4e2d":65,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":32,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":81,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":81,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":81,"\u8bbe\u7f6e":65,"\u8bc6\u522b\u6570\u5b57":81,"\u8bcd\u5411\u91cf":81,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":60,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":61,"\u8be6\u7ec6\u8bbe\u8ba1":47,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":81,"\u8bf4\u660e":32,"\u8bf7\u53c2\u8003":65,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":61,"\u8f6c\u6362\u5197\u4f59":60,"\u8f6c\u6362\u51fd\u6570":61,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":33,"\u8f6c\u6362\u8017\u65f6":60,"\u8f93\u5165\u68af\u5ea6":61,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":61,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":61,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":32,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":60,"\u8fd1\u671f\u76ee\u6807":61,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":81,"\u8fd8\u662f\u4ece":33,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":65,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":60,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":65,"\u8fd9\u4e09\u4e2a\u5206\u652f":81,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":60,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":65,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":65,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":65,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":64,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":64,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":65,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":65,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":65,"\u8fd9\u4e2a\u9009\u62e9":[60,61],"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":65,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":33,"\u8fd9\u4e9b\u4f1a\u5728":[60,61],"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":61,"\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":33,"\u8fd9\u4e9b\u955c\u50cf\u4e5f\u53ef\u4ee5\u4ece":81,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":64,"\u8fd9\u662f\u56e0\u4e3a":64,"\u8fd9\u6837":65,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":61,"\u8fd9\u6837\u4fdd\u8bc1":81,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":33,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":47,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":61,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":61,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":64,"\u8fd9\u91cc":61,"\u8fd9\u91cc\u7684dockerimage\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883\u4ee5\u652f\u6301\u66f4\u591a\u7684linux":81,"\u8fd9\u91cc\u9009\u62e90":81,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":32,"\u8fdb\u4e00\u6b65\u4f18\u5316":61,"\u8fdb\u5165":81,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":81,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":61,"\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u7248\u672c":81,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":47,"\u901a\u5e38":65,"\u901a\u5e38\u5305\u542b\u4e00\u4e2acpu\u7248\u672c\u548c\u4e00\u4e2agpu\u7248\u672c":81,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":32,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":60,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":65,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":47,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":81,"\u90a3\u4e48":65,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":61,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":61,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":61,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":33,"\u90fd\u662f\u4ee5ext\u5f00\u5934":61,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":64,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":60,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":47,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":32,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":64,"\u91cc\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u5206\u652f":81,"\u91cc\u9762\u6dfb\u52a0":61,"\u91cd\u5199\u7236\u7c7blayer\u7684":61,"\u91cd\u547d\u540d\u6210":64,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":64,"\u9519\u8bef\u5904\u7406":64,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":64,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":64,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":65,"\u96c6\u6210\u5230":60,"\u96c6\u6210\u5230paddlepaddl":61,"\u9700\u8981":33,"\u9700\u8981\u4fee\u6539build":81,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":47,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":65,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":81,"\u9700\u8981\u5f15\u7528":65,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":64,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[61,81],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":61,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":65,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":81,"\u9ed8\u8ba4256k":47,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":60,"abstract":[40,46,50,71,80,82,98,116],"api\u4e2d\u4f7f\u7528":64,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":65,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":65,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":65,"api\u63a5\u53e3":47,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":65,"api\u65f6":65,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":65,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":65,"api\u66b4\u9732\u7684\u7c7b\u578b":65,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":65,"api\u7684\u5b9e\u4f8b":65,"api\u7684\u5b9e\u73b0\u7ec6\u8282":65,"api\u7684\u63a5\u53e3":65,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":65,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":65,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":65,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":65,"apis\u505a\u4e86\u5c01\u88c5":60,"block\u6784\u6210\u4e00\u4e2amodel":32,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":81,"boolean":[17,18,46,48,56,64],"break":[9,30,87,88],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":81,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":81,"byte":[9,11,47,63],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":64,"c\u6709\u6807\u51c6\u7684abi":64,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":64,"case":[4,16,18,34,40,41,46,50,59,65,71,75,77,78,95,98,99,105,110,117,124],"char":36,"ci\u73af\u5883\u4f7f\u7528":81,"ci\u7f16\u8bd1wheel\u5b8c\u6210\u540e\u4f1a\u81ea\u52a8\u5c06docker\u955c\u50cfpush\u5230dockerhub":81,"class":[1,2,3,4,5,6,7,9,10,14,16,18,20,23,25,26,29,40,41,44,45,49,50,51,52,54,55,57,59,64,68,69,73,74,78,79,80,82,83,84,85,87,99,100,101,106,115],"compute\u51fd\u6570":60,"const":[29,34,36,49,51,57,58,72,73,75,79,82,84,85,86,87,98,99,100,101],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":65,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":65,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":65,"core\u6982\u5ff5":65,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":33,"default":[2,3,4,5,6,7,9,10,11,14,18,22,25,26,29,30,40,44,53,57,63,66,67,75,76,82,83,84,88,89,90,92,96,97,99,100,104,107,108,110,111,116,118,120,121,122,124],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":61,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":61,"dnn\u4e2d\u7684":61,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":61,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":61,"dnn\u4f1a\u7528\u5230":61,"dnn\u5171\u540c\u4f7f\u7528":61,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":61,"dnn\u5728\u53d1\u5e03":61,"dnn\u5b9e\u73b0":61,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":61,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":61,"dnn\u7684":61,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":61,"dnn\u7684\u6027\u80fd":61,"dnn\u7684\u60c5\u51b5\u4e0b":61,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":61,"dnn\u7684\u6d4b\u8bd5":61,"dnn\u7684\u73af\u5883\u4e0b":61,"dnn\u7684\u76f8\u5173\u529f\u80fd":61,"dnn\u7684\u7ed3\u679c":61,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":61,"dnn\u7684layer":61,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":61,"enum":[34,36,66,73,74,83,84,88,100],"export":[50,55,90,102,107],"final":[4,5,18,27,28,41,55,67,68,87,98,99],"float":[2,3,4,6,9,18,44,49,57,84,85,86,98,99,100,101,105,118],"function":[4,5,9,17,18,19,23,26,28,29,31,35,36,37,39,40,41,44,45,49,51,54,57,62,67,68,71,72,73,74,75,77,78,79,80,82,84,87,95,98,99,100,101,104,105,107,109,116,124],"golang\u53ef\u4ee5\u4f7f\u7528":64,"golang\u7684":64,"gpu\u7b49":81,"h\u5e76\u4e0d\u56f0\u96be":64,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":33,"import":[3,4,26,29,30,40,43,51,53,55,56,62,67,68,74,82,92,93,95,99,105,107,109,110,122],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":47,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":33,"instance\u5305\u6db5\u4e24\u4e2a\u503c":33,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":33,"int":[2,3,4,5,9,10,11,18,19,28,29,34,35,36,39,40,42,56,57,60,61,62,64,65,73,74,76,77,83,84,85,87,88,98,100,101,107,118],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":64,"layer\u65f6":61,"layer\u7684\u540e\u9762\u63a5\u6709cpu":61,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":81,"long":[4,5,9,18,105],"mkl\u5e93\u7684":60,"mklml\u4ee5\u53camkl":61,"mklml\u53ef\u4ee5\u4e0emkl":61,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":61,"mode\u4e0b\u7684\u7ed3\u679c":60,"model\u505a\u5206\u652f\u7ba1\u7406":81,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":33,"new":[4,9,18,27,28,29,30,31,34,35,36,37,38,41,44,49,50,59,60,62,66,68,71,76,77,78,80,84,87,93,96,97,103,110,111,124],"note\u7684\u4e66\u5199":81,"null":[55,98,116],"op\u7684\u4fe1\u606f":61,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":61,"org\u76ee\u524d\u9075\u5faa":81,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":60,"packed\u76f8\u5173\u529f\u80fd":60,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":64,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":64,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":64,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":64,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":65,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":64,"paddle\u7684c":65,"paddle\u8bad\u7ec3\u4efb\u52a1":33,"paddle\u8def\u5f84\u4e0b":65,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":64,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":65,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":64,"paddle_\u7c7b\u578b\u540d":65,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":65,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":61,"paddlepaddle\u4f7f\u7528git":81,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":81,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":33,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":81,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":81,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":81,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":61,"patch\u53f7":81,"patch\u53f7\u52a0\u4e00":81,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":47,"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":47,"pfsserver\u63d0\u4f9brest":47,"public":[10,14,18,29,49,52,57,73,79,82,84,85,87,98,99,100,101,107,110,111],"py\u4e2d":81,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":81,"pypi\u4e0d\u652f\u6301\u8986\u76d6\u4e0a\u4f20":81,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":33,"reader\u8f93\u51fa\u7684data":33,"resnet\u7684mkl":61,"return":[2,3,4,5,7,9,10,11,14,17,18,19,20,25,26,27,28,29,33,34,36,39,40,45,49,51,52,53,55,57,58,59,62,67,68,69,73,74,75,79,82,84,85,87,95,98,99,100,101,109,110],"rnn\u90e8\u5206\u4e2d":60,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":33,"server\u4e4b\u4e0a":32,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":32,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":32,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":32,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":32,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":32,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":32,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":32,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":32,"server\u751f\u6210\u4e00\u4e2auuid":32,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":32,"server\u7684\u6570\u636e\u5feb\u7167":32,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":32,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":32,"short":[4,5,49,53,76,82,87,99],"static":[25,36,65,82,84,110,121,124],"super":[76,98],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":64,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":64,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":64,"swig\u76f4\u63a5\u8bfb\u53d6c":64,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":64,"switch":[29,65,110],"tag\u4e3a":81,"tag\u53ef\u4ee5\u662flatest\u6216latest":81,"tag\u7684\u66f4\u65b0\u65f6\u95f4\u662f\u5426\u5728\u4e0a\u8ff0\u7f16\u8bd1wheel\u5305\u5b8c\u6210\u540e\u662f\u5426\u6700\u65b0":81,"throw":110,"true":[2,3,4,5,6,7,9,11,16,18,19,25,26,28,29,34,50,56,60,69,74,75,76,77,81,84,87,95,98,107,110,116,118],"try":[30,31,34,35,36,50,55,59,62,77,82,90,92,96,105,109,121],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":65,"var":[17,28,29,40,44,51,52,54,56,69,74,75,76,78,82,86,87,102],"void":[29,34,36,46,49,51,52,57,62,63,64,65,74,75,83,84,85,86,98,99,100,101],"wheel\u5305":81,"while":[2,4,9,18,29,38,50,55,58,59,68,71,72,77,80,82,85,95,99,101,116],AGE:[110,111],AWS:[9,33,107,113,114],Abs:18,And:[3,4,6,9,10,11,18,25,27,34,38,39,46,53,55,66,70,73,77,82,85,95,110,118],But:[4,5,9,18,27,52,58,66,73,82,92,97,107,124],EOS:4,For:[3,4,5,6,9,18,25,26,28,29,35,36,37,39,40,41,44,45,50,51,52,54,57,59,63,66,67,68,71,72,73,74,75,76,77,78,79,80,83,84,85,86,88,89,90,93,95,97,98,99,100,101,104,105,109,115,116,118,120,122,124],IDE:[96,121],IDs:[10,18,38,68],IPs:107,IRs:41,Into:110,Its:[3,4,51,83,95,99,110],K8s:124,NMS:4,NOT:[18,76,99],Not:[26,31,59,92,124],OPs:[41,43,109],One:[3,5,18,25,27,38,63,66,82,86,95,98,116],Ops:[78,80,84,99],PFS:47,PRs:102,QoS:111,Such:[57,76,87],TLS:[26,47,110],That:[4,9,70,90,116,118],The:[1,2,3,4,5,6,9,10,11,14,17,18,19,22,25,26,27,28,30,31,35,37,38,39,41,43,44,45,48,49,51,55,58,59,62,63,65,67,68,70,71,73,74,75,76,77,80,82,83,84,85,86,87,88,90,92,95,96,97,98,99,100,101,102,104,105,106,107,108,109,110,111,116,118,120],Their:[4,31],Then:[4,5,18,40,41,52,57,59,70,73,75,89,90,92,95,98,104,105,107,109,110,111,112],There:[3,4,10,18,25,26,29,30,31,36,38,39,41,48,49,50,55,59,66,67,68,71,72,73,76,80,82,83,85,99,105,110,120,121],These:[3,11,18,28,29,44,49,54,69,80,83,84,89,107,118],Use:[3,9,18,26,42,48,77,78,89,98,104,105,110,116,117,122],Used:[5,14,19,78,85],Uses:[59,121],Using:[18,31,50,71,77,78,80,82,91,96,101,111],VMs:96,VPS:110,WITH:122,Will:[9,25],With:[4,5,40,44,50,70,74,87],YES:39,Yes:[61,90,96],___fc_layer_0__:110,__align__:49,__cuda_align__:49,__device__:49,__doc__:84,__file__:39,__forceinline__:49,__fp16:49,__global__:49,__gradient_machines__:25,__hadd:49,__half:49,__half_raw:49,__impl__:84,__init__:[44,45,53,59,69,76,87,98,104],__main__:53,__metaclass__:99,__name__:53,__param_conf__:25,__rnn_step__:95,__tmp_params__:25,__va_args__:79,__x:49,_addup_repetitive_outputs_:28,_append_backward_ops_:[28,44],_append_backward_vars_:28,_binari:30,_create_global_var:76,_def:59,_dtype:55,_filer:62,_filter:62,_fwd:62,_fwd_pd:62,_input:62,_librari:30,_link:5,_live_in:59,_live_out:59,_loss:53,_op:[55,99],_output:62,_presucessor:59,_program:59,_proj:4,_remove_no_grad_branch_:28,_reorder_input:62,_source_language_embed:95,_src_input:62,_sucessor:59,_target_language_embed:95,_test:30,_update_op:45,_use:59,_value_index:55,a75:49,a_op:99,aaaaa:33,aaaaaaaaaaaaa:110,abbrevi:11,abc:4,abi:120,abil:53,abl:[4,26,28,41,57,69,73,76,124],about:[5,11,29,30,39,43,48,51,59,67,77,82,84,85,90,92,93,99,104,105,110,115,116,120,122],abov:[3,4,18,26,28,29,30,31,35,40,41,49,50,51,52,54,62,67,68,69,70,71,73,74,76,84,86,87,90,91,93,96,97,99,100,101,104,105,110,111,120,124],abs:[5,16,27,53],abs_numerical_grad:27,absolut:[90,120,122],acc:41,acceler:[4,32,61,70,71,90,118],accept:[2,4,9,18,26,78,120],access:[4,5,18,26,30,35,38,39,40,41,76,92,95,107],accessmod:110,accessor:76,accord:[3,4,11,18,27,28,36,41,43,54,68,78,87,99,107,115,116,118],accordingli:[3,4,98],account:[78,97,124],accrodingli:34,accumul:[31,36,45,70,71],accur:[27,38,73],accuraci:[3,14,45,98],achiev:[43,70,71,85,105],ack:116,acquir:50,across:[4,9,28,41,67],act1:55,act2:55,act:[4,5,18,19,29,41,55,68,76,87,93,95,106,109],act_output:84,act_typ:55,actgat:18,action:110,activ:[5,18,19,24,30,55,59,68,73,76,80,84,93,95,98,101,102,116],activi:5,actnod:18,actual:[4,18,34,44,50,53,55,62,66,71,84,85,86,101],actual_layout:62,adagrad:[20,71,83],adagradoptim:69,adam:[20,26,36,41,53],adamax:20,adapt:[3,6,25,73,86],add:[4,5,9,16,18,20,23,25,27,28,29,30,34,38,41,43,45,49,52,56,58,69,71,75,76,78,80,82,85,89,96,97,98,99,101,105,106,118,122],add_activ:76,add_bia:76,add_depend:30,add_execut:30,add_input:[67,98],add_memori:67,add_output:67,add_scalar:[29,68,74],add_sum:76,add_test:[30,98],add_two:[29,67],add_unittest_without_exec:98,addattr:[84,99],addbia:98,addcom:[84,99],added:[3,4,14,18,23,25,29,43,44,49,66,70,71,80,97,98,99,100],adding:[80,97],addinput:[84,99],addit:[4,5,28,70,73,78,80,87,99,101],addition:67,addmemori:62,addop:[52,101],addoutput:99,addprimit:62,addprimitivedesc:62,addr:31,address:[31,36,40,41,90,105,107,108,109,112,116,124],addrow:98,addtolay:4,addtyp:84,adjust:[28,44],admin:124,administr:[38,96,124],adopt:[49,53],advanc:[27,95,105,116],advantag:[27,49,50,71,77,107],adversari:[53,77],advic:105,affect:[4,29],affili:68,afford:35,aforement:30,after:[4,5,10,11,18,28,29,30,35,36,38,41,42,43,44,46,48,49,59,62,70,72,73,76,89,90,95,97,98,99,100,101,104,107,108,110,111,116,118,120,121],aftern:73,again:[26,31,71,105],against:110,age:10,agg_level:4,aggreg:[45,70,110],ago:30,aid:105,alex:18,alexnet_pass1:118,alexnet_pass2:118,algo:62,algorithm:[4,6,18,28,35,44,59,62,68,71,80,86,95],alia:[1,2,4,18],align:[4,5,9],all:[2,3,4,14,16,18,19,25,26,28,29,30,31,34,36,38,39,40,41,42,44,46,48,50,53,54,55,58,59,62,63,65,66,67,68,69,70,71,73,74,76,78,84,85,90,95,96,98,101,105,106,107,108,109,110,111,115,116,118,120,121,122,124],all_output_nam:28,alloc:[2,36,39,59,62,85,98,101,106,118],allow:[26,36,40,41,44,50,71,80,97,98,105,110,116],allow_only_one_model_on_one_gpu:[115,116,118],allreduc:70,almost:[18,96,108],along:[4,11,18,19],alpha:[18,30,80],alreadi:[18,30,31,50,62,76,82,90,105,108,110,116,122],alreali:115,also:[4,5,10,18,26,28,29,30,34,37,41,49,50,52,53,54,55,58,59,66,67,68,71,72,73,74,75,76,77,80,82,84,85,87,88,89,90,92,95,96,98,99,102,105,107,109,111,120,124],altern:[99,104],although:[28,70],altogeth:124,alwai:[4,5,18,25,30,63,83,110,116],amazon:[110,111],amazonaw:110,amazonec2fullaccess:110,amazonelasticfilesystemfullaccess:110,amazonroute53domainsfullaccess:110,amazonroute53fullaccess:110,amazons3fullaccess:110,amazonvpcfullaccess:110,ambigu:77,amd64:110,amd:66,amend:97,among:[18,110],amort:70,amount:[18,105],analys:73,analysi:[73,104,105],analyz:59,ancestor:[74,76],andd:110,andrew:59,android:[122,123],android_abi:120,android_api:120,android_arm_neon:120,android_native_api_level:120,android_standalone_toolchain:120,android_toolchain:120,ani:[4,5,9,18,20,26,30,31,36,38,39,40,41,46,49,50,57,59,63,68,70,71,76,77,79,80,86,89,96,99,101,105,109,110,112,122],annoi:108,announc:49,anoth:[4,9,25,26,28,29,39,50,51,62,68,76,82,84,85,86,96,110,116],anroid_arm_mod:120,ans:110,answer:[40,50,97,110],anymor:70,anyon:18,anyth:[9,68,77,110],anytim:53,anywai:[104,120],apach:61,apart:18,api:[10,14,25,26,28,30,36,37,39,40,45,47,52,53,55,67,72,73,78,81,87,88,89,92,98,99,104,105,107,109,110,119,120,121,122,124],api_shar:30,api_test:30,api_trainer_config_helpers_lay:95,apiserv:110,apivers:[110,111],app:121,appar:28,appear:[40,50,54,85],appel:59,append:[18,25,28,44,45,68,76,77,95,97,98,107],append_backward:[20,28,69,104],append_batch_s:18,append_clip_op:44,append_gradient_machin:25,append_op:[44,58,76],append_oper:76,appl:121,appleyard:105,appli:[4,18,53,54,70,73,82,95,98],applic:[22,40,49,50,51,54,76,78,97,99,104,105,107,110,111,124],applyl1:34,appoint:99,appreci:97,approach:[4,41,42,43,70,71,72,80,120,122,124],approxim:[16,18,71],apt:[90,104],arbitrari:[4,41,63,101],arch:120,architectur:[49,89,107,120,121],archiv:[10,64,65],area:53,arg:[3,5,22,28,55,69,84,99,115],arg_nam:4,argmax:18,argu:75,argument:[4,9,11,22,28,29,34,35,41,69,72,75,76,89,95,97,98,116,117],arithmet:49,arm64:[120,121],arm64_standalone_toolchain:120,arm:[49,120,121,122],arm_standalone_toolchain:120,armeabi:120,armv7:[49,121],armv8:49,arn:110,around:[4,38,59,76,110,124],arrai:[2,4,9,11,18,25,36,40,54,68,74,76,77,78,87,99],arrang:87,arrari:18,array_to_lod_tensor:59,arrow:53,articl:[51,54,96,107,109,111,122],artifact:[81,92,110],artifici:[16,59],arxiv:[5,16,18,53],as_row_vector:4,as_step_input:29,asap:100,asgd:71,ask:[28,31,38,96],assgin:59,assign:[3,4,19,28,35,40,42,44,49,51,70,101,107,109,110,116,124],assignmemt:59,associ:[72,79,101],assum:[3,4,18,29,41,62,90,95,109,118],assumpt:41,ast:40,astyp:[77,99],asyc:31,async:[31,115],async_count:116,async_lagged_grad_discard_ratio:116,async_lagged_ratio_default:[115,116],async_lagged_ratio_min:[115,116],asynchron:[31,70,73,107,116],atom:42,att_seq:5,attach:5,attend:5,attended_sequ:5,attenion:5,attent:[4,5,19],attn_scor:19,attr1:4,attr2:4,attr:[2,4,5,18,29,40,55,58,62,74,75,76,84,95,99],attr_map:84,attrdesc:74,attribu:62,attribut:[4,5,18,24,28,29,43,44,58,74,76,78,82,84,87,98,99],attributemap:99,attrproto:84,attrtyp:[74,84,99],attrvalu:84,auc:[45,115],aucvalidationlay:116,authent:110,author:[47,110],auto:[29,34,42,51,62,64,75,78,82,86,87,89,97,98,99,101,105],autom:[107,110],automat:[4,18,26,28,36,41,43,44,52,69,78,84,89,95,97,98,99,104,108,109,110,115,116,121],avail:[31,36,43,49,50,59,92,110,124],averag:[3,4,7,18,25,35,116],average_test_period:[115,116],avg:[105,109],avg_cost:[41,106,109],avg_loss_valu:109,avg_x:18,avgpool:4,avoid:[27,29,31,41,58,62,70,71,72,89,105],avx2:89,avx:[89,90],awai:50,await:111,awar:[26,40,45,51,67,76,96,104,110],awk:112,aws:47,aws_account_id:110,awsaccountid:110,awskeymanagementservicepowerus:110,axi:[4,18],axis:4,aync:43,b363:111,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:111,ba5f:110,back:[4,18,25,28,31,41,49,53,71,90,99],background:[3,4,80,107],background_id:[3,4],backpropag:[27,28],backward:[1,4,5,23,27,29,34,36,44,53,60,61,69,71,72,75,79,80,95,98,106,116,118],backward_first:95,backward_op:27,backwardactiv:98,baidu:[50,111],bake:41,balanc:[43,70,110,116],bandwidth:[49,70],bare:[109,111,124],barrier:[107,116],barrierstatset:105,basci:55,base:[3,4,7,9,10,14,16,18,20,23,26,35,44,45,49,50,57,62,66,69,70,71,73,78,79,80,85,87,95,96,98,99,104,105,106,110,116,120,121],baseactiv:5,baseerrorclipattr:44,baseev:25,basematrix:98,basenam:3,basepoolingtyp:[4,5],basestr:[2,3,4,5,7,25],bash:[89,90,96,107,110,111],basic:[4,25,41,55,62,73,74,78,79,87,98],batch:[4,5,9,11,14,18,19,25,26,29,31,33,34,41,45,46,50,53,56,66,67,68,70,71,87,97,98,109,110,111,116],batch_id:[25,53],batch_im:53,batch_images_from_tar:11,batch_label:53,batch_norm:53,batch_norm_lay:5,batch_norm_typ:4,batch_read:[33,77],batch_siz:[9,18,41,53,60,68,109],batch_szi:53,batch_z:53,batchnorm:[18,53],batchsiz:[4,98],bazel:30,bbbbb:33,bbox:3,bcd:4,bcebo:10,bcm2708:122,bdist_wheel:81,beacus:55,beam:[4,95,116],beam_gen:[4,95],beam_search:[25,68,95],beam_siz:[4,68,95,115,116,118],becaus:[3,4,10,19,26,29,30,31,36,49,68,72,76,77,80,82,83,86,87,88,95,96,98,101,104,109,110,118,120],becom:[42,43,82,85,105],been:[4,5,18,28,30,35,50,96,97],befor:[4,5,18,28,31,38,44,48,51,54,66,71,72,73,77,80,89,90,97,99,100,104,110,120,121,124],begin:[3,4,14,18,28,34,36,45,48,54,68,70,98,107],beginiter:[25,26],beginn:95,beginpass:[25,26],begintrain:26,behavior:[18,105],behind:[50,87,109],being:[18,28,38,44,50,75,77,101,104],belong:[3,4,41,82],below:[18,29,31,36,41,43,49,50,63,72,77,80,87,88,89,92,95,98,105,107,110,120,121],benchmark:63,benefit:[5,38,39,68],bengio:16,besid:[4,10,41,59,66,70,92],best:[30,62,90,96,116],besteffort:111,beta1:[6,20],beta2:[6,20],beta:[18,53],better:[5,30,50,59,62,68,86,110,121,124],between:[3,4,11,18,25,28,30,31,36,41,43,49,50,62,65,70,72,79,82,90,99,101,110],bgr:11,bi_gru:5,bi_lstm:5,bia:[4,5,18,68,76,95,98],bias:[4,18,98],bias_attr:[4,5,18,76,95],bias_initi:18,bias_param_attr:5,biases_:98,biasparameter_:98,biassiz:98,bidi:111,bidirect:[4,5,95],big:[40,43,59,105,124],bigger:[18,31],bilinear:4,bilinear_interpol:4,bilinearfwdbwd:105,bin:[90,107,110,111],binari:[3,4,9,18,30,39,41,49,51,53,63,89,91,92,96,104,105,110],bind:[40,49,52,82,85],bioinf:18,bit:49,bitcod:121,bla:[90,121],black:[53,121],blank:[4,18,110,121],block0:59,block1:59,block2:59,block:[4,28,32,34,36,40,41,42,43,44,45,46,50,57,59,66,67,69,85,88,98,99,101,105,116],block_i:[4,18],block_id:[40,46],block_x:[4,18],blockdesc:[29,54,76,78],blockdescbind:57,blockingcount:42,blueprint:68,bn_bias_attr:5,bn_layer_attr:5,bn_param_attr:5,book:[10,78,95,102,106],bool:[2,3,4,5,6,7,9,11,18,25,29,49,56,58,60,61,62,75,76,83,84,87,88,98,100,116,118],boost:[66,85,100],boot:[4,95,124],boot_bia:4,boot_bias_active_typ:4,boot_lay:95,boot_stat:87,boot_with_const_id:4,bootstrapp:124,borrow:[53,87],bos_id:[4,95],both:[1,2,4,5,11,18,26,29,30,31,38,41,43,49,50,53,57,59,66,68,70,73,75,83,85,95,98,99,101,102,105,107,109,110,121],bottl:70,bottleneck:[73,105],bottom:25,bound:[4,18,59],boundari:41,boundri:3,box:[4,53,105],brace:[29,54],brain:38,branch:[4,18,26,29,30,41,50,56,74,81,92,97,99,102],breadth:116,break_if:87,brief:[30,36,49,85,101],briefli:105,bring:[50,59,101],broadcast:[18,31,70,78,124],broken:97,browser:[90,102,104,110],bsd:[70,96],bucket_nam:110,buddy_alloc:97,buf:34,buf_siz:[9,41,109],buffer:[9,34,62,63,71,77,82,106,116],buffer_s:9,buffered_read:77,bufsiz:9,bug:[97,110],build:[4,10,30,39,41,54,55,59,61,71,80,81,84,90,92,93,97,99,104,107,109,110,113,114,116,123],build_android:120,build_dict:10,build_model:53,builder:97,buildtool:81,built:[30,40,41,49,51,59,66,70,84,87,89,92,96,104,120,122,124],bunch:[63,105,107],button:[97,102,110],c11:64,c703c041:97,c99:65,c99e:110,cach:[49,89],cacul:[5,45,107],caff:[29,50],caffe2:[29,40,50],calcul:[3,4,5,14,18,27,28,31,36,42,45,49,59,90,95,98,105,107,116,118],calcut:59,calendar:73,call:[3,4,5,9,18,25,26,27,28,29,34,35,36,37,39,40,41,44,51,53,54,59,67,68,69,73,76,78,79,82,84,85,87,93,95,96,98,99,100,101,104,105,107,109,110,116],callabl:[2,4,9,10],callback:[44,98],caller:[27,104,110],can:[2,3,4,5,9,10,11,18,19,22,25,26,27,28,29,30,31,34,35,38,39,40,41,43,44,46,49,50,51,52,53,54,55,57,58,59,62,66,67,68,69,70,71,73,74,75,76,77,78,79,80,84,85,86,87,88,89,90,91,92,93,95,96,97,98,99,100,101,102,104,105,107,108,109,110,111,112,115,116,118,120,121,122,124],cancel:38,candid:[4,18,68],candidate_activ:18,cannot:[78,82,86,87,98,99],cantain:55,capabl:[49,72,78],capac:[80,110],capi:[64,89],capi_prvi:65,caption:68,captur:[4,108],card:[70,107,109],care:[5,39,59,77,85,90,115,116,124],carefulli:116,caret:25,carpedm20:53,carri:18,cast:[49,86],cast_to_op_attr:84,cat:[9,11,90,112],categor:99,categori:[4,10,31],categorig:10,categoryfil:111,caus:[31,48,92,99],caution:[110,111],cbla:60,cc_:30,cc_binari:30,cc_test:30,cclient:37,cde:4,cdn:10,cduadevicecontext:[66,85],ceil:4,ceil_mod:4,cell:[4,5,18],cell_activ:18,cell_t_prev:18,cell_valu:18,center:11,center_crop:11,cento:[89,92,93,124],central:[80,109],ceph:[9,33,111],cephf:[33,39,47],certain:[18,58,66,69,73,82,85,100,115],certif:[26,47,110],cffi:64,cfg:[59,111],cgo:64,chain:[9,28,54,98],challeng:[4,31,50,56,85],chanc:[26,49,98],chang:[4,10,30,35,39,41,50,62,72,74,77,79,81,82,89,95,97,98,99,101,105,107,109,110,116,120],changes:62,channel:[4,5,11,18,40,105],channel_shar:4,chapter:[67,68,109],chapter_data:67,chapter_out:67,characterist:118,check:[9,17,28,29,30,44,62,75,78,89,92,97,99,102,107,110,116,118],check_align:9,check_attr:84,check_eq:98,check_grad:[27,99],check_l:98,check_output:99,check_sparse_distribution_batch:[115,116],check_sparse_distribution_in_pserv:[115,116],check_sparse_distribution_ratio:[115,116],check_sparse_distribution_unbalance_degre:[115,116],check_styl:97,checker:78,checkgrad:116,checkgrad_ep:116,checkmark:124,checkout:97,checkpoint:[43,75],checksum:47,child:29,china:90,chines:102,chip:50,chmod:110,choic:[18,30,50,90],choos:[18,58,89,90,91,96,100,116,120],chosen:[53,66],chunk:[35,47],chunk_schem:3,chunktyp:3,chw:11,circl:54,circumst:85,claim:110,claimnam:110,clang:[49,64,97,120],clarifi:[3,18],clariti:68,classdim:18,classic:[4,59],classif:[4,16,18,54,118],classifi:[4,53],classification_error_evalu:3,classification_evalu:3,claster:110,clean:[29,30,46,72,78,89,96,97],clear:[3,30,68,72,82,86,122],clearer:[72,76],clearli:82,cli:110,click:[92,97,102,104,105,110],client:[34,37,78],clip:[2,5,116],clip_op:44,clip_op_desc:44,clock:4,clone:[4,89,96,97,102,104,120,122],close:[77,97],cloud:[30,31,39,47,48,78,124],cloud_read:9,cludform:110,cluster:[9,25,26,29,31,36,41,111,115,116],cluster_test_fil:107,cluster_train:108,cluster_train_fil:107,cluster_train_v2:[108,112],cm469:110,cmake:[65,89,96,97,98,99,102,104,105,120,121],cmake_build_typ:[104,120,121,122],cmake_c:121,cmake_install_prefix:120,cmake_system_nam:[120,121,122],cmakelist:[30,60,61,98],cmatrix:[64,65],cmd:111,cname:110,cnn:[4,18,111],coars:52,code:[4,9,26,28,30,38,41,43,46,49,52,53,54,58,63,66,69,71,72,73,75,77,78,79,80,84,87,89,90,92,93,95,96,98,99,100,101,102,103,105,107,109,110,111],codebas:[78,97],coeff:4,collabor:31,collect:[4,10,25,73],collectbia:98,color:11,colour:10,column:[3,4,18,54,77,98,104],column_evalu:3,com:[4,5,10,30,53,81,89,90,96,97,102,104,106,110,111,120,122,124],combin:[3,4,5,9,20,25,59,69,78,82],come:[41,45,59,74,87],comma:[22,25,36,109,116],command:[9,22,30,34,39,48,89,90,92,93,96,97,98,99,102,103,104,105,108,109,110,111,112,113,114,120,121,122],commandlin:105,comment:[18,30,55,84,97,99],commit:[30,97],common:[11,16,20,23,33,80,85,95,98,115],commonli:[48,80,95,104,105,118,122],commun:[31,36,37,41,43,70,97,98,107,109,110],compani:50,compar:[27,30,40,78,96,98,99],comparison:[30,50,100],compat:[19,49,52,70],compil:[4,30,41,50,55,57,59,66,70,79,83,84,88,96,98,102,107],complaint:30,complet:[4,5,10,18,20,25,28,29,31,35,36,44,47,54,63,66,78,91,98,99,101,104,109,110,111,124],complex:[5,38,59,68,78,95,105],complic:[4,41,52,77,86,87],compon:[41,55,87,88,98,100],compos:[9,19,26,52,55,67,76,78],composenotalign:9,composit:52,compress:35,compris:28,compromis:96,comput:[4,5,18,19,22,26,27,31,41,43,46,49,50,51,55,59,63,66,69,70,71,73,79,82,85,86,88,90,95,96,97,98,99,100,104,105,106,107,109,110,118,120,121,122],computation:[4,95],computationgraph:55,con:70,concat:[53,95],concaten:[4,5,18,53,67,87],concentr:78,concept:[3,26,40,50,52,53,55,62,67,68,71,72,74,82,87,88,95],conceptu:[46,50,53,55],concern:[26,45,121],concis:[53,87],conckerneltrac:22,conclud:99,concret:[78,85,99],concurr:[31,38,43,73,107],concurrentremoteparameterupdat:116,cond:[18,29,50,56,74],condit:[4,18,35,41,50,56,62,95,111],condtion:53,conduct:105,conf:[4,108],conf_paddle_gradient_num:110,conf_paddle_n:110,conf_paddle_port:110,conf_paddle_ports_num:110,conf_paddle_ports_num_spars:110,confer:16,confid:4,confidence_threshold:4,config:[2,4,22,33,48,68,98,110,111,115,116,124],config_:[34,116],config_arg:[115,116,118],config_bas:[3,4,25],config_lay:98,config_len:36,config_pars:[60,61,98],config_proto:36,configur:[0,4,18,25,28,34,36,38,39,41,43,50,55,58,76,85,86,93,94,96,97,98,99,101,105,107,109,116,120,122,124],confirm:48,conflict:[82,97],confus:[11,53,58],congest:116,conll:10,connect:[5,18,39,40,41,43,98,107,109,110,111,124],connectionist:[4,18],consequ:[4,5],consid:[3,4,16,28,75,85,96,105,118,124],consider:[4,5,66],consist:[3,4,10,11,18,35,51,63,74,77,78,79,84,88,99],consol:[105,110],consolid:[29,102],constant:[4,16,18,55,57,58,66,98,99],constantiniti:18,constraint:82,construct:[3,18,26,46,55,59,67,76,78,82,84,95,100],constructbackwardgraph:54,constructoptimizationgraph:54,constructor:[18,44,49,73,76,78,82,84,98,99],consum:[31,104],consumpt:59,contact:38,contain:[3,4,5,7,9,10,11,18,19,25,26,28,29,35,46,53,55,62,63,66,72,73,76,78,79,82,83,84,87,88,91,92,95,96,99,107,110,112,121],container:107,containerport:110,content:[36,48,63,68,102,111],content_dir:102,content_len:36,context:[4,5,10,44,62,82,83,85,95,99,101,106],context_attr:5,context_len:[4,5],context_proj_layer_nam:5,context_proj_param_attr:5,context_project:5,context_start:[4,5],contin:110,continu:[3,28,31,63,107,116,120],contrast:4,contrib:80,contribut:[80,96,103],contributor:78,control:[2,29,40,110,111,116,124],controlflowgraph:59,conv2d:[53,100],conv:[5,53,62,86],conv_act:[5,19],conv_batchnorm_drop_r:[5,19],conv_bias_attr:5,conv_filter_s:[5,19],conv_fwd:62,conv_layer_attr:5,conv_num_filt:[5,19],conv_op:4,conv_pad:[5,19],conv_param_attr:5,conv_pool_2:41,conv_strid:5,conv_with_batchnorm:[5,19],conveni:[26,28,55,69,84],convent:[18,28,36,97,99],converg:108,convers:[49,50],convert:[10,18,33,41,42,43,49,50,51,62,77,79,109],convlay:4,convlution2d:18,convolut:[4,5,9,18,19,53,66,76,85],convolution2d:18,convolution_algorithm_opt:62,convoper:4,convproject:4,convtranslay:4,convtransproject:4,cool:97,coordin:[31,36],copi:[25,26,35,38,48,54,67,68,70,71,87,89,97,107,110,112],copy_from:44,copyvariablewithtensor:86,core:[2,14,18,28,55,58,65,71,72,87,96,106,116],coreo:[110,124],corespond:18,corner:78,corpu:10,correct:[4,18,27,28,49,70,98,99,100,110],correctli:[3,9,28,49,53,98],corresond:49,correspend:18,correspoind:26,correspond:[4,18,19,23,26,28,29,30,44,49,55,56,62,66,67,68,76,78,79,80,84,85,98,99,100,101,104,121],correspondingli:121,corss_entropi:26,cortex:49,cos:[4,84],cosin:[4,18,84],cosineop:84,cosineopproto:84,cosineopprotomak:84,cost:[18,25,26,28,41,54,69,70,74,75,86,106,109,116],cost_id:4,cost_np:75,could:[4,9,25,26,27,35,40,41,42,43,49,50,51,67,69,71,72,74,76,77,79,96,100,104,105,108,110,120],count:[3,31,39,45,75,77,105,107,109,111,116,118],counter:[22,31,35,42,54],cours:[3,39,66,96],covari:4,cover:[50,101],cp27:92,cp27m:[81,92],cp27mu:[81,92],cpp:[27,34,52,60,61,64,65,72,78,88,98,100,105],cprofil:104,cprofilev:104,cpu:[2,4,27,39,49,58,66,71,72,73,78,80,81,85,86,89,90,96,99,100,101,104,105,106,111,116],cpu_avx_mkl:[90,92],cpu_avx_openbla:[92,93],cpu_kernel:58,cpu_ns_:73,cpu_per_pserv:41,cpu_per_train:41,cpudevicecontext:[66,85,99,100],cpuelapsedu:73,cpuengin:61,cpuinfo:90,cpuplac:[41,58,62,66,85,86,99,100,101,106,109],cpusparsematrix:65,crash:[31,105,108,116],creat:[2,9,14,18,25,26,27,29,31,36,40,42,44,45,46,47,48,49,50,52,53,54,62,66,67,69,70,71,72,76,79,80,90,93,96,97,98,99,102,107,109,112,116,120,124],create_backward_pass:69,create_bias_paramet:98,create_block:76,create_doc_str:84,create_input_paramet:98,create_local_scop:46,create_oper:52,create_optimization_pass:[20,69],create_paramet:76,create_python_ops_creatation_funct:84,create_rnn:29,create_rnn_op:67,create_st:14,create_tmp_var:76,create_tmp_vari:76,create_var:76,create_whileloop:87,creategradientoper:79,creatememori:62,createop:84,createoper:29,createprimitivedesc:62,createstack:110,createvari:29,creation:[52,110],creationd:110,creator:[9,10,33,78,79],creator_:79,credenti:48,crf:[85,86],critic:[53,104],crlf:97,crop:[11,85],crop_grad:85,crop_siz:11,crope:11,cropgradkernel:85,cropkernel:85,cross:[4,18,76,99],cross_compil:122,cross_entropi:[4,26,41,53,59,86],cross_entropy_with_selfnorm:4,crt:47,csc:98,csr:98,csv:22,ctc:[3,18],ctc_evalu:3,ctest:[89,96,99],ctor:76,ctrl:[96,108],ctx:[62,86,99,101],cubla:[66,100],cublas_handle_:85,cublashandle_t:85,cuda7:[92,93],cuda8:[89,90,92],cuda:[22,30,51,66,73,78,85,90,92,96,99,100,105,107,109,116],cuda_context:51,cuda_dir:[115,116],cuda_fp16:49,cuda_profil:22,cuda_so:90,cudaconfigurecal:105,cudadevicecontext:[51,66,85,99],cudadevicegetattribut:105,cudaelapsedu:73,cudaevent_t:73,cudaeventcr:105,cudaeventcreatewithflag:105,cudafre:105,cudagetdevic:105,cudagetdevicecount:105,cudagetdeviceproperti:105,cudagetlasterror:105,cudahostalloc:105,cudalaunch:105,cudamalloc:105,cudamemcpi:105,cudaplac:[66,85,86,100],cudaprofilerstart:105,cudaprofilerstop:105,cudaruntimegetvers:105,cudasetdevic:105,cudasetupargu:105,cudastream_t:85,cudastreamcr:105,cudastreamcreatewithflag:105,cudastreamsynchron:105,cudeviceget:105,cudevicegetattribut:105,cudevicegetcount:105,cudevicegetnam:105,cudevicetotalmem:105,cudnn:[4,7,18,30,58,62,66,85,86,100,116],cudnn_batch_norm:4,cudnn_conv:4,cudnn_conv_workspace_limit_in_mb:[115,116],cudnn_convt:4,cudnn_dir:[115,116],cudnn_kernel:58,cudnnavginclpadpool:4,cudnnavgpool:4,cudnnconvopkernel:100,cudnnv5:89,cudrivergetvers:105,cuinit:105,cumtim:104,cumul:4,cur_mem:68,curl:110,curli:[29,54],current:[4,18,28,29,30,31,34,36,40,43,45,50,58,66,67,68,71,72,73,76,82,86,87,90,92,95,96,98,102,108,109,110,116,121],current_block:[74,76],current_endpoint:109,current_oper:74,current_word:95,curv:26,custom:[20,26,39,49,53,68,71,78,98,110],custom_batch_read:77,cut:[9,87],cut_lin:9,cutoff:10,cv2:11,cxx:121,cxx_compil:[120,121,122],cxx_flag:121,cxxabi_1:92,cycl:31,cyclic:4,cython:64,d3e0:110,d_b0:53,d_b1:53,d_b2:53,d_block:53,d_f:53,d_g:53,d_h0:53,d_h0_bn:53,d_h0_relu:53,d_h1:53,d_h1_bn:53,d_h1_relu:53,d_h2:53,d_loss:53,d_loss_fak:53,d_loss_real:53,d_optim:53,d_step:53,d_t:53,d_w0:53,d_w1:53,d_w2:53,daili:97,dandroid_abi:120,dandroid_arm_mod:120,dandroid_arm_neon:120,dandroid_standalone_toolchain:120,dangl:96,darwin:110,dash:53,dat:33,data:[0,3,10,11,14,19,25,26,27,29,33,34,35,43,45,47,49,50,53,54,55,57,58,59,62,63,66,67,68,69,70,71,72,74,76,78,80,82,83,84,85,87,88,93,95,98,99,101,105,106,107,109,112,113,115,116,118],data_fil:11,data_i:53,data_lay:34,data_layout:18,data_layout_:86,data_read:[9,77],data_reader_creator_random_imag:77,data_shar:87,data_typ:[9,10,63,83,86,88,93,95,100],data_type_:[58,66,86],data_x:53,databas:10,datacent:[33,48],datacenter1:33,datacenter2:33,datacenter_1:33,datacenter_2:33,datacenter_nam:33,datadim:4,datafeed:[12,106,109],dataflow:55,dataflow_analysi:59,datalayout:86,dataparallel:41,datasci:4,dataset:[0,18,33,39,41,71,77,93,95,104,109,116],dataset_nam:11,datatransform:86,datatyp:[10,14,18,58,62,83,86,88],date:107,dcgan:53,dcmake_install_prefix:[120,121,122],dcmake_system_nam:[120,121,122],dcuda_arch_nam:89,dcudnn_root:89,ddim:[66,85,101],dead:31,deal:[28,124],debug:[27,28,41,48,50,76,90,97,104],debug_str:55,decai:[6,20,23],decar:9,decayr:34,decent:35,decid:[26,38,53,63,71,79,80,83],declar:[18,29,53,67],decod:[4,5,18,95],decoder_boot:95,decoder_dim:68,decoder_group_nam:95,decoder_input:[68,95],decoder_mem:[68,95],decoder_prev:5,decoder_s:95,decoder_st:[5,95],deconv:[4,53],deconvolut:4,decor:[9,98],decrement:42,decrementcount:42,decrypt:110,deduc:78,deep:[4,16,18,28,38,46,53,54,59,61,73,78,80,85,90,105,109,121],deeper:[51,90],deepspeech2:60,def:[4,9,26,27,28,33,39,44,45,52,53,55,58,59,67,68,69,76,77,84,87,95,98,99],def_block:53,defalut:[18,116,118],default_block:53,default_devic:118,default_main_program:[14,106,109],default_param_attr:76,default_st:87,default_startup_program:[14,106,109],default_valu:118,defaultdict:59,defaultinfervartyp:57,defect:72,defer:38,defin:[4,5,9,16,20,23,25,26,28,29,30,31,38,40,42,43,44,49,50,51,52,53,55,58,59,66,67,70,74,76,77,78,82,84,85,87,95,98,101,104,106,107,108,109,116],definit:[28,29,31,35,41,46,51,58,74,79,84,87,90,99,104,106],definiton:52,degener:18,degre:4,deivc:100,delai:[71,85,101,116],delet:[18,39,47,97],deletestack:110,delimit:3,deliv:124,delta:[4,27],delv:[4,16],demand:[31,85],demo:[4,10,78,108,111,113],demolish:111,demonstr:[95,101],denot:[18,99,118],dens:[4,9,36,37,83,98,110],dense_arrai:9,dense_vector:[9,93],dense_vector_sequ:9,dep:30,depend:[18,29,30,31,39,41,43,55,70,75,83,90,96,99,107,118,120,121,122,124],dependent_var:75,deploi:[4,108,118,124],deploy:[55,63,78,107,108,110,121,124],deprec:4,depth:[29,50],dequeu:43,deriv:[1,26,41,44,56,69,120],desc:[29,44,62,63,76,84,87],desc_:29,descend:[18,87],descent:[4,31,71,107],descproto:63,describ:[26,28,29,30,35,40,41,46,51,58,62,63,67,68,72,74,76,78,83,84,86,88,98,99,100,101,110,111],describestack:110,describestackev:110,describestackresourc:110,descripotor:62,descript:[3,29,30,57,61,63,66,79,83,86,88,89,92,97,99,107,110,117],descriptor:[62,86],deseri:[25,63,72],deserializ:78,desgin:54,design:[4,9,16,28,34,58,59,64,71,73,80,99,124],desir:[9,31,41,71,110,111],destin:[36,48],destroi:[29,46],destruct:82,destructor:[73,98],det_output:3,detail:[2,3,4,5,6,18,27,28,35,39,41,43,48,50,53,55,59,62,63,66,67,73,76,80,82,85,86,87,88,89,93,95,96,98,99,100,101,102,104,105,108,109,110,111,117,118,122,124],detect:[57,89,97,120],detection_evalu:3,detection_output:3,determin:[4,9,18,29,41,59,66,78,98],dev:[78,90,96,104,120,124],dev_ctx:[29,62,73],devel:81,develop:[28,30,50,57,72,73,76,79,81,90,92,97,101,102,104,106,107,115,116,121,122],deverlop:116,deviat:[2,16],devic:[2,40,41,45,49,55,61,62,66,70,72,73,78,86,90,99,101,106,116,121],device_:73,device_context:[62,99],devicecontext:[29,66,73,99,100],deviceid:[61,118],deviceid_:61,deviceplac:85,devid:[4,116],devtools2:89,dhcp:124,diagnos:108,diagon:18,diagram:[67,107],diamond:53,dic:11,dict:[3,10,25,28,76,107,112],dict_fil:3,dict_siz:[10,18,34,68],dictionari:[3,4,10,18,25,26,27,76,118],did:[72,90],diff_mat:27,differ:[3,4,18,19,25,28,29,30,31,36,38,41,42,43,44,45,46,49,50,53,55,56,59,62,66,68,70,71,73,75,79,82,86,87,88,90,95,98,99,100,101,104,108,110,111,116,121],differenti:52,difficult:[3,27,50,96],difficulti:16,dig:[90,105,110],digit:[4,107],digraph:55,dilat:[4,18,62],dilation_h:18,dilation_i:4,dilation_w:18,dim0:99,dim1:99,dim:[4,9,18,19,34,62,63,67,78,83,85,88,98,99,101],dim_:[85,101],dimens:[1,4,5,7,9,18,19,53,78,83,85,87,98,99,101,118],dimension:[4,18,95,98,101],dimes:4,dios_arch:121,dios_enable_bitcod:121,dios_platform:121,dios_use_veclib_for_bla:121,dir:120,direct:[4,5,11,18,50,59,71,104],directli:[5,16,20,23,30,37,39,41,49,58,72,84,86,87,89,91,108,111,120],director:99,directori:[4,30,33,38,47,48,85,89,90,96,101,102,105,107,108,111,112,116,120,121,122],disabl:[18,73],disadvantag:[71,76],discard:[9,31,35,68,116],discount:4,discov:31,discoveri:110,discrep:105,discret:4,discrim:53,discuss:[26,29,35,36,37,41,62],disk:[63,96,111],dispatch:[41,72,107,108,116],displai:[39,48,97],dist:[81,89],dist_train:[26,39],distanc:[3,4],distinguish:[30,108],distribut:[4,16,29,35,36,37,38,40,45,51,70,78,88,92,103,108,111,113,114,124],distribute_test:[115,116],distributedli:[41,98],distributetranspil:109,disucss:26,div:18,divid:[4,6,18,28,45,84,88,104,115],divisor:18,diy_beam_search_prob_so:[115,116],django:102,dnn:[62,89],dns:110,do_forward_backward:77,doc:[9,55,67,87,99,101,102,107],doc_cn:102,dockefil:96,docker:[81,89,91,97,102,107,110,113,114,124],docker_build:26,docker_clust:[108,112],docker_push:26,dockerfil:[96,120,122],dockerhub:90,document:[4,5,27,41,47,54,67,68,73,78,89,96,97,99,100,101,103,107,109,118,121],doe:[5,31,35,36,38,39,40,41,43,46,49,55,59,67,72,76,78,79,80,92,96,98,99,101,105,106],doesn:[2,4,9,26,29,40,77,90,96,97,104,105,111,120,121],doing:[34,38,41,54,105],domain:110,don:[5,26,30,52,54,59,77,89,90,96,97,99,102,110],done:[3,4,5,28,30,31,35,36,41,42,57,59,63,71,79,80,97,104,105,110],dot:[4,5,19,99,116],dot_period:[116,118],dotmuloper:4,dotmulproject:4,doubl:[18,41,49,54,73,86,89,99,100,116],down:105,download:[10,30,31,34,38,47,89,90,92,107,121,124],dozen:30,draw:68,drive:82,driver:[90,107,109],drop:[4,5,68],drop_rat:2,dropout:[2,5,98],dropout_prob:18,dropout_r:4,drpi_arm_neon:122,drpi_toolchain:122,drwxr:111,dst:[36,62],dst_primitive_desc:62,dtoh:105,dtype:[14,18,41,55,76,106,109],due:[35,38,53,59,68,76,104],dummi:[25,35],dump:63,duplic:[18,43],durat:[35,105],dure:[4,5,23,28,29,31,35,38,39,45,50,59,70,71,73,76,78,88,98,99,110,115,116,124],duse_eigen_for_bla:120,dwith_c_api:[65,120,121,122],dwith_gpu:[89,122],dwith_profil:105,dwith_python:[65,122],dwith_swig_pi:[65,120,121,122],dwith_test:[89,99,121],dwith_tim:105,dynam:[18,36,65,67,76,77,89,105,116],dynamic_cast:98,dynamic_recurrent_op:87,e2e:124,each:[3,4,5,7,9,10,14,18,19,25,27,28,30,31,34,35,36,38,39,40,41,44,45,46,51,54,57,59,62,66,67,68,70,72,73,75,76,77,78,79,82,83,84,85,86,87,88,95,98,100,104,107,108,109,110,116,118,124],each_feature_vector:1,each_time_step_output:1,eager:50,earli:[49,51,97,99],eas:[9,57,99],easi:[27,28,68,71,77,78,80,97,98,108],easier:[26,43,49,50,77,87,96,97,98],easili:[26,53,70,73,77,79,82,85],echo:90,edg:[11,59],edit:[3,90,96,110],editor:[76,96],edu:[10,110,111],eeoi3ezpr86c:110,effect:[4,18,25,89,110,116,121],effici:[4,41,63,77,85,95,96,98],effort:41,efg:4,efs:110,efs_dns_nam:110,efsvol:110,egd:59,eigen:[49,66,71,78,80,85,99,120,121],eigen_device_:85,eigen_test:101,eigen_use_gpu:99,eigenmatrix:101,eigenscalar:101,eigentensor:101,eigenvector:101,either:[4,5,9,18,25,26,41,53,56,57,67,71,80,91,105,121],elb:110,elbapis:110,electr:59,electron:111,elem_dim:4,elememt:4,element:[3,4,5,9,11,18,25,27,35,43,55,68,78,99,101],element_typ:[36,100],elementari:78,elementwis:[18,19],elif:[26,84],els:[26,34,39,41,43,44,50,53,56,57,58,59,82,84,89,90,96,98,99],elsewher:73,emac:96,email:97,emailweixu:30,emb1:34,emb2:34,emb:111,embed:[26,29,34,43,57,68,83,87,95,107],embedding_lay:34,embedding_nam:[4,95],embedding_s:[4,95],emphas:105,empir:[4,18],emplace_back:98,emploi:[28,44,84,95],empti:[3,9,28,31,68,99],emul:49,enabl:[2,4,18,29,30,35,40,43,44,55,73,96,97,105,107,110,116,121],enable_grad_shar:[115,116],enable_parallel_vector:116,enableonstart:22,enc_proj:[5,95],enc_seq:5,enc_vec:95,encapsul:36,encod:[5,35,68,95],encoded_proj:[5,95],encoded_sequ:[5,95],encoded_vector:95,encoder_ctx:68,encoder_ctx_expand:68,encoder_ctx_proj:68,encoder_dim:68,encoder_last:4,encoder_out_seq:68,encoder_s:95,encount:[18,34],encourag:[41,46],encrypt:110,encrypt_decrypt:110,end2end:124,end:[3,4,18,25,28,29,41,44,51,55,59,68,72,73,77,82,92,95,96,97,116],end_pass:26,end_po:4,endforwardbackward:25,endian:63,endif:[66,73],enditer:[25,26],endpass:[25,26],endpoint:[9,33,110],endtrain:26,enforc:121,engin:[39,61,62,105],english:[4,102],enjoi:90,enough:[28,29,58,59,66,96],enqueu:43,ensembl:5,ensur:[31,62,70,82,90,92,96,98,121],enter:[29,46],enterpris:78,entir:[4,5,36,38,99],entiti:[3,29,82],entranc:46,entri:[9,18,35,39,57,96,97,98,110,120],entropi:[4,18,76],entry_point:39,enueu:43,enumer:[1,66],env:[102,104,110],environ:[26,41,89,92,96,97,104,105,107,110,111,115,116,121],environmenterror:107,eos_id:[4,95],epoch:53,epsilon:[4,6,18,20],equal:[4,5,18,19,31,87,99,100,116],equat:[3,4,5,6,18,59,99],equip:95,equival:[26,29,40,44,50,56,84,124],error:[2,3,4,5,18,26,27,35,48,49,50,62,82,98,99,108,110,116],error_clip:44,error_clip_callback:44,error_clipping_threshold:2,errorclipbyvalu:44,especi:[4,5,61,96],essenc:[26,28],essenti:[4,26,46,49,101],establish:40,estim:[4,26,43,71],eta:111,etc:[3,9,18,29,41,45,62,70,71,77,82,89,100,107,110,115,118,124],etcd:[9,25,31,35,36,38],etcd_addr:36,etcd_endpoint:9,eth0:110,euclidean:4,eval:[3,14,29,45,53,78],eval_program:[14,45],eval_result:45,evalu:[4,12,18,24,25,38,55,75,105,106],evaluate_difficult:3,even:[26,49,70,76,77,96,97,105,116,121],evenli:[36,110],event:111,event_:73,event_block:73,event_handl:[25,26],eventkind:73,eventlist:73,eventu:[41,87],everi:[3,4,5,9,14,26,31,35,36,38,44,45,54,55,57,59,62,66,67,70,76,82,84,86,95,97,98,99,101,106,107,112,116],everyon:97,everyth:[41,43,53,120],everywher:96,evid:72,evolv:50,exactli:[4,5,110],exampl:[3,4,5,9,10,11,18,19,25,29,39,41,43,45,48,50,51,52,53,54,55,57,59,62,66,67,68,72,73,74,76,77,78,79,80,83,85,86,87,95,96,97,98,99,100,101,104,105,106,107,109,110,111,115,116,118,122],example_read:9,exceed:4,except:[4,10,38,40,50,54,73,87,118],excess:59,exchang:72,exclud:4,exclude_mod:4,exclude_param:25,excluded_chunk_typ:3,exconv:4,exconvt:4,exdb:10,exe:[41,106,109],exec:116,execut:[4,30,31,35,39,40,41,45,46,51,53,55,59,62,70,73,79,88,96,98,104,105,110],executioncontext:[62,86,99,100,101],executor:[12,14,40,41,45,49,50,51,53,69,74,76,86,88,104,106,109],exist:[26,29,31,48,50,68,76,77,79,84,85,87,92,96,98,101,110,116,121],exit:[36,48,109,111,116],expand:[18,68,90,98],expand_a:4,expand_level:4,expandconvlay:4,expans:4,expect:[4,86,105],expected_desc:62,expected_kernel_kei:86,experi:[63,118],experienc:97,expert:30,expir:31,explain:[3,18,31,40,50,52,54,97,100,104,107,109],explan:[4,18,27,39,40,41,82,86],explicit:[73,87,98,100],explicitli:[26,41,46,99,101,121],explod:44,explor:[4,68,80],expon:4,exponenti:[1,18],expos:[28,37,62,63,85,87,110],express:[26,43,45,55,59,99,110],extend:[3,71,87],extens:[38,43,68,99,120],extent:65,extern:[30,61,64,65,78],external_librari:30,extingrad_:61,extinval_:61,extoutgrad_:61,extoutval_:61,extra:[2,4,5,41,80,85,124],extra_lay:25,extraattr:[2,118],extraattribut:4,extraattributenon:4,extract:[3,4,18,50,72,99,110],extralayerattribut:[2,5],extralayeroutput:5,extrem:[4,40,50,105],f120da72:111,f7e3:110,fa0wx:111,fabric:107,face:[30,80],fact:[18,40,50,70,74,76],factor:[2,6,18],factor_s:4,factori:64,fail:[31,35,68,99,111,116,118],failur:[31,36,99],fake:53,fake_imag:77,faked_imag:53,fall:[49,75],falloc:47,fals:[2,3,4,5,6,9,18,19,20,27,28,29,50,56,58,60,67,74,75,77,83,88,93,95,98,99,107,111,116,118],false_block:[29,56,74],false_label:77,false_neg:45,false_posit:45,false_read:77,fan_in:16,fan_out:16,far:[44,87],fashion:41,fast:[4,35,50,105],faster:[4,5,18,23,31,50,90,95,105],fastest:50,fastli:97,fat:121,father:28,fault:[25,35,78,89],favorit:96,fbd1f2bb71f4:111,fc1:[55,98,118],fc1_bia:55,fc1_weight:55,fc2:[55,118],fc3:[55,118],fc4:118,fc8a365:110,fc8a:110,fc_act:5,fc_attr:5,fc_bias_attr:5,fc_layer:[76,84,98,118],fc_layer_nam:5,fc_mat:25,fc_op:84,fc_out:29,fc_output:84,fc_param_attr:5,fc_without_b:29,fclayer:98,fcop:52,feasibl:71,featur:[1,4,9,10,18,28,41,49,55,70,73,97,116],feed:[5,25,26,41,54,67,80,106,109],feed_dict:53,feed_list:[106,109],feeder:[9,41,106,109],feedforward:16,feel:97,fetch:[10,31,34,41,75,95,98,106],fetch_list:[41,76,106,109],fetch_op:75,few:[30,31,41,59,71,77,83,96],fewer:[4,18,76],fg0:4,field1:25,field2:25,field:[4,25,29,55,57,63,75,76,79,83,84,105,110],fifth:54,figur:[26,30,41,43,53,61,67,73,76,95,98,105],file:[3,4,9,10,11,22,25,26,28,30,31,33,35,36,38,39,47,48,50,51,55,63,65,77,78,85,88,90,92,93,95,96,97,98,99,100,101,106,107,108,112,116,120,121,122,124],file_typ:9,filenam:[11,33,76,104],fileoffset:47,filesystem:[38,39,41,47,110],fill:[4,31,35,66,76,110],fill_zero_grad:78,fill_zeros_like_op:28,filter:[4,5,18,44,62],filter_s:[4,5,18,19],filter_size_h:18,filter_size_i:4,filter_size_w:18,filter_strid:18,find:[4,18,29,31,38,49,55,62,68,82,86,89,92,105,109,112,120,121],find_var:27,findmemori:62,findop:29,findprimit:62,findprimitivedesc:62,findvar:[29,82],fine:[2,35,52],fingerprint:110,finish:[31,35,38,39,46,59,70,84,89,107,108,110,111],finit:98,finnal:90,first:[4,18,25,26,28,29,31,35,38,39,40,41,46,48,50,53,54,55,62,67,68,74,75,76,78,83,84,85,87,89,95,96,97,98,99,101,105,109,110,116,118,124],first_seq:95,firstli:[3,4,100],firstn:9,firstseen:111,fit:[10,49,58,59,63,68,78,109],fit_a_lin:109,five:[74,105],fix:[2,4,18,41,59,64,76,97,104],flag:[4,10,18,60,61,73,97,99,102,116],flatten0:55,flatten:[18,55,74,76,101],flexibl:[4,5,26,36,41,50,54,58,67,68,71,77,85,87,95],flip:11,flist:107,fliud:40,float16_t:49,float32:[9,18,41,49,52,53,76,77,99,106,109],float64:18,float_16:18,float_to_half_rn:49,floor:4,flow:[18,29,40,67,73,81],fluid:[0,14,16,17,18,19,20,22,23,28,41,43,46,66,73,76,85,86,100,104],fluid_cuda_create_tensor:51,fluid_cuda_mult:51,fluid_cuda_read:51,fly:28,fnt03:110,focu:[55,104,105],focus:99,folder:[30,33,39,48,110],follow:[3,4,5,6,9,11,18,19,25,26,27,28,29,30,31,35,39,40,41,43,46,49,50,51,52,53,54,55,56,57,59,62,66,67,68,70,71,73,74,75,76,77,78,79,80,82,83,84,85,86,87,89,90,92,93,95,96,97,98,99,101,102,104,105,106,109,110,111,112,113,114,118,120,121,122,124],footprint:51,forbid:26,forc:[70,76,86],force_cpu:[18,58],force_cudnn:58,force_load:64,forest:29,forget:[6,18,26],forget_bia:18,fork:[4,97],form:[4,5,18,45,92,105],formal:86,format:[3,9,10,11,18,22,25,27,35,41,49,50,66,68,87,93,97,98,99,101,107,110,116],former:[26,30,50,59,71],formul:18,formula:[4,5,6,18,27,59],formular:4,forth:53,forward:[1,4,5,18,27,28,29,34,36,44,50,53,60,61,62,63,69,72,74,77,78,79,80,83,95,98,118],forward_infer:62,forward_list:73,forward_op:27,forward_proj:18,forward_train:62,forwardactiv:98,forwardbackward:25,found:[49,74,80,82,95,100,107,109,122],four:[3,18,45,50,54,62,66],foward:75,fp16:[49,78,88],fp32:[66,78,86,88],fp64:[66,88],fpga:[66,106],fpgadevicecontext:85,fpgaengin:61,fpgaplac:[66,85],frac:18,frame:[3,46,78,87],framework:[26,28,29,44,45,49,50,55,66,70,71,73,74,78,80,82,84,85,97,98,99,104,106,107,121],free:[10,51,85,97,124],freememoryop:51,frequenc:[10,105],frequent:[35,77,78,80,85,108,120,121],fresh:38,friend:82,friendli:53,from:[3,4,5,9,10,11,16,18,25,27,28,29,30,31,33,34,35,36,40,41,43,44,45,48,49,50,52,53,54,55,56,58,59,62,67,68,69,70,72,74,76,77,78,79,82,85,86,87,90,92,95,96,97,98,99,100,101,104,105,107,109,110,111,116,118,120,121,124],from_no_sequ:4,from_sequ:4,from_tar:25,fromfil:77,front:[55,59],fuction:22,fulfil:105,full:[4,18,31,38,67,70,71,95,98,100,124],full_matrix_project:[5,95],fulli:[18,41,43,98,105,109,124],fullmatrixproject:4,fullsiz:34,fully_matrix_project:5,fullyconnect:[55,76],fullyconnectedlay:98,func:[9,35,40,51,79],funciton:[5,18],functor:[52,55],fundament:[43,49,78],funtion:18,further:[4,84,124],futur:[4,38,41,49,59,67,78,120],fvs:84,fwd_desc:62,fwd_op:79,fwd_primit:62,fwd_primitive_desc:62,fwd_var:44,g_b0:53,g_b1:53,g_b2:53,g_block:53,g_command_config_arg:[60,61],g_h0:53,g_h0_bn:53,g_h0_relu:53,g_h1:53,g_h1_bn:53,g_h1_relu:53,g_h2:53,g_im:53,g_loss:53,g_optim:53,g_program:76,g_state:73,g_step:53,g_w0:53,g_w1:53,g_w2:53,gain:4,gan:26,gangliao:30,gap:116,gate:[4,5,18,19],gate_act:[4,5],gate_activ:18,gate_attr:4,gate_bias_attr:4,gate_param_attr:4,gate_recurr:4,gate_v:18,gatedrecurrentlay:60,gather:[4,28,59,70,72,98,99],gauss:2,gaussian:16,gaussian_normal_random:53,gcc:[49,51,64,78,89,96,104,120,122],gcc_3:92,gcreators_:84,gemm:60,gemmconvkernel:100,gen:4,gender:10,gendrated_id:68,gener:[3,4,5,9,14,25,26,27,28,29,30,31,33,35,36,38,40,41,50,52,57,59,62,66,70,71,74,75,76,77,78,79,83,84,85,87,97,99,105,110,112,116,118,120,122],generated_id:68,generated_scor:68,generated_word_embed:4,generatedinput:[4,95],gereat:3,get:[3,4,10,18,25,27,28,29,30,31,35,36,38,39,47,50,53,55,58,59,60,61,62,66,67,68,73,76,78,79,82,84,85,86,87,89,90,92,95,97,98,99,100,104,105,107,108,110,112,119],get_all_op_proto:84,get_block:76,get_config_arg:118,get_data:111,get_dict:10,get_dim:27,get_embed:10,get_float_el:27,get_grad:25,get_grad_op_desc:28,get_input_lay:98,get_lin:9,get_movie_title_dict:10,get_numeric_gradi:27,get_numerical_gradi:27,get_output:27,get_program:59,get_pserver_program:109,get_shap:25,get_startup_program:109,get_support:92,get_symbol:55,get_tensor:27,get_trainer_program:109,get_vari:29,get_word_dict:10,get_worker_addr:40,getactualkerneltyp:58,getattr:44,getbatchs:98,getdeviceid:100,geteigendevic:101,getengin:62,getenv:[26,39,107],getexpectedkerneltyp:[58,62,86],getinfervartyp:57,getinput:98,getinputgrad:98,getinputvalu:98,getkerneltyp:49,getkerneltypeforvar:86,getlayeroutput:25,getlibrari:62,getmat:34,getoptconfig:34,getoutputgrad:98,getoutputvalu:98,getparam:34,getparameterconfig:34,getparameterptr:98,getparameterspars:34,getparametersremot:34,getplac:[62,85,99,100,101],getsiz:98,gettask:35,gettempl:110,gettensor:86,gettranspos:98,getw:98,getweight:98,getwgrad:98,gist:5,git:[81,89,96,97,102,120,122],github:[5,30,53,66,81,89,96,97,102,104,106,120,122],give:[18,31,67,76,78,86,96,97,98,105,110],given:[4,9,18,19,25,28,36,38,43,44,50,52,53,68,77,80,87,98,116],glibc:[92,120,122],glibc_2:92,glibcxx_3:92,glide:30,global:[2,18,20,26,29,30,31,51,55,58,72,73,78,82,84,85,86,96,105,110,116],global_block:76,global_learning_r:2,global_pool:18,global_step:20,globalstat:105,globalstatinfo:105,glog:97,glog_v:97,glog_vmodul:97,glorot10a:16,glorot:16,gnueabihf:122,go_librari:30,go_test:30,goal:[43,49,54,70,78,105],gob:35,godep:30,godoc:64,goe:[5,31,50,56,82,106],going:[28,52,71,104,107,124],golang:30,good:[53,71,76,77,80,104,105,109,124],googl:[26,73,78,97,104,107,120],googleapi:110,googlenet:61,goroutin:40,got:[58,82],gpg2:110,gpg:110,gprotos_:84,gpu:[2,4,7,27,39,45,49,59,66,70,71,72,73,78,80,81,85,86,89,92,93,96,100,101,103,106,107,109,124],gpu_id:[116,118],gpu_per_train:41,gpudevic:85,gpugpu_id:115,gpukernel:78,gpustarttimestamp:22,grab:31,grad:[27,28,36,44,61,76,83,116],grad_info_map:28,grad_n:44,grad_nam:44,grad_op:44,grad_op_class:78,grad_op_desc:44,grad_op_maker_:79,grad_op_typ:[78,79],grad_op_type_:79,grad_s_block:28,grad_share_block_num:[115,116],grad_to_var:[28,44],grad_var_nam:27,gradient:[2,3,4,6,16,18,20,23,25,31,35,42,44,54,57,69,70,71,72,76,78,83,99,104,107,109,116],gradient_clipping_threshold:2,gradient_evalu:3,gradient_flat:27,gradient_machin:[25,65],gradientmachin:[25,65,72],gradientmachine_:34,gradopdescmak:[57,79],gradopdescmakerbas:79,gradopmak:79,gradual:105,grai:11,grain:52,grandient:25,grant:110,graph:[4,18,25,28,29,30,31,40,41,42,43,45,50,53,67,70,71,74,101],great:[43,124],greater:[4,44,71,107],greaterthan:84,greedi:18,green:[40,53],grep:[90,112],gridsize3d:22,groudtruth:95,ground:[3,4,18],group:[5,18,19,35,55,62,85,99,124],group_input1:95,group_input2:95,group_input:95,grouplen:10,grow:97,grpc:124,gru:[4,18,68,95],gru_bias_attr:5,gru_decod:95,gru_decoder_with_attent:95,gru_layer_attr:5,gru_memori:5,gru_out:68,gru_param_attr:5,gru_step:[68,95],gru_step_lay:5,grumemori:[5,95],gserver:[4,60,61,98],gsizex:105,gtx:59,guarante:[62,76,98],guard:34,guest:[92,96],gui:[104,105],guid:[22,47,59,78,95,97,98,105,109,110,111,121],gzip:[35,111],h0_bn:53,h_0:18,h_f:18,h_prev:29,had:96,hadoop:26,half:[4,18,19,49,110],half_to_float:49,hand:[59,78,85,101,107,109],handi:30,handl:[9,26,28,39,40,41,55,59,62,66,72,77,82,85,87,100,106],handler:[25,29],happen:[18,35,84],hard:[41,50,68,87,96,110],hardshrink:18,hardsigmoid:18,hardwar:[50,51,85,96,100,105],has:[3,4,5,10,18,22,26,27,28,29,30,31,35,36,38,41,43,44,45,49,50,53,55,59,63,66,68,70,73,74,78,83,84,85,86,89,95,96,97,98,105,106,110,111,121,124],has_kei:[25,28,44],has_selected_colum:4,has_var_recurs:28,hasdependentvar:75,hash:[66,70],hasn:50,have:[4,5,9,18,26,27,28,29,30,31,35,36,38,39,41,43,44,46,49,50,51,52,53,54,58,59,62,63,66,67,68,70,71,72,73,74,76,77,78,79,82,83,85,86,88,89,90,95,96,98,99,100,105,107,110,116,118,121,122,124],haven:[50,96],hdf:[9,33],head:[97,99,107,112],header:[36,63,65,78,85,98,100,120,121,122],headip:112,heard:96,heavi:108,height:[4,9,11,18,29,64,77,98,99],height_:83,held:31,hello:26,help:[4,18,29,48,50,55,62,68,77,78,87,96,97,104,108],helper:[18,41,62,79,87,98],henc:[41,71,76,79,80,82],here:[2,3,4,5,9,18,19,26,30,31,37,43,44,46,48,50,54,55,62,66,67,77,80,84,89,90,92,95,97,99,100,102,107,108,109,110,111,115,118,121,122,124],heterogen:[41,43,73],heurist:[4,43,68,116],hidden:[4,5,18,69,76,95,110],hidden_dim:18,hidden_out:29,hidden_s:5,hidden_t_prev:18,hidden_v:18,hidden_valu:18,hierarch:[4,74,76,78,95],hierarchi:78,high:[2,16,49,70,85,98,107,124],higher:[52,67,87,97],highest:[9,29],highli:[10,87,95,118],him:26,hint:[58,104],histor:[52,100],histori:6,hl_get_sync_flag:98,hold:[26,28,31,35,37,49,53,55,57,59,82,84,85,86,101,109,110],holder_:[85,101],home:[33,48,90,104,110,111,112],honor:35,hook:2,hookattr:2,hookattribut:2,horizont:[4,11],host:[30,39,73,110,111,120,121,122],host_c:[120,121,122],hostfil:112,hostnam:110,hostpath:111,hostport:110,hot:18,hour:96,hourli:97,hous:[10,93],how:[2,4,18,26,29,31,35,40,41,46,48,50,52,55,58,62,67,68,72,73,80,84,86,95,96,100,104,107,109,110,111,116,119,122],howev:[4,5,18,27,28,38,41,46,50,59,66,71,72,76,77,79,80,83,84,85,86,95,110,115,116],howto:107,hpp:[49,64],html:[10,16],htod:105,http:[4,5,10,16,18,30,39,53,81,89,90,96,97,102,104,106,110,111,120,122,124],hub:81,huber:4,huge:71,human:[4,16,73],hundr:100,hwc:11,hyper:[4,53,98],hyperparamet:[4,80],hyperplan:9,i1117:105,i386:121,iOS:[122,123],iamfullaccess:110,iamusersshkei:110,icc:51,ics:10,id_input:3,id_rsa:112,idea:[30,50,51,71,77,80,104,109],ideal:[41,86],ident:[4,18,79,99,110],identifi:[4,56,66,98],identityoffsetproject:4,identityproject:4,ids:[3,4,18,68,98],idx:[35,53,59,98],ies:48,if_else_op:28,ifdef:[66,73],ifels:[29,74],ifelseop:74,ignor:[4,18,116],illustr:[3,18,31,36,41,52,67,95,98,105],im2col:18,im_siz:53,imag:[7,8,9,10,18,19,26,41,50,53,54,68,69,74,77,89,96,97,110,113,114,118,124],image_a:77,image_b:77,image_fil:77,image_h:18,image_lay:77,image_nam:26,image_path:77,image_reader_cr:77,image_w:18,imagenet:[4,16,33],imagepullpolici:110,imageri:4,images_reader_cr:77,imagin:54,img2label:11,img:[4,5],img_conv_lay:5,img_pool_lay:5,imgsiz:105,imgsizei:105,imgsizex:105,imikolov:107,immedi:[59,62,71,80,89,110],immutable_paramet:26,impel:85,imper:40,imperfect:78,implement:[4,5,9,16,18,19,20,23,29,35,36,37,38,39,40,41,43,50,52,55,56,57,59,62,64,65,66,68,72,75,82,84,85,86,87,95],implemet:34,impli:30,implicitli:40,imposs:[68,124],impractic:86,improv:[4,42,43,59,78,104,105,110],in_fals:18,in_plac:18,in_tru:18,inarg:34,inbound:110,includ:[3,4,5,10,11,18,20,26,29,30,36,39,49,50,53,55,59,64,65,67,68,73,74,76,78,84,89,92,95,96,98,99,104,105,107,110,111,116,120,121,122],inclus:68,incom:[40,58],incorpor:4,incorrect:4,increas:[31,35,49,107,116],increment:[45,54,59,116],incupd:98,inde:9,independ:[4,18,27,28,36,42,82,85,124],index:[3,4,7,9,10,18,25,27,28,29,31,35,40,74,76,87,100,110],indexslot:4,indiact:18,indic:[3,4,18,28,29,36,46,53,67,74,79,83,85,87,108,110,120],indice_map:87,indices_map:87,individu:[31,70,110],industri:[31,63,124],ineffici:[72,86],infer:[0,11,18,26,28,29,31,45,50,56,57,58,59,60,64,66,75,76,78,83,86,93,121,122],infer_shap:76,infer_var_type_:57,inferenc:121,inferfac:57,inferior:38,infernec:122,infershap:[29,76,78,99,101],infershapecontext:[99,101],infervartypefn:57,info:[3,4,10,49,67,98,108,124],infom:4,inform:[4,10,18,25,29,39,48,55,58,59,62,63,66,67,70,76,80,82,83,97,98,99,101,104,105,110,116,120],infrastructur:[50,110],ingor:116,ingrad_:61,inherit:[29,69,78,85,99],ininst:26,init:[2,16,25,29,42,53,61,67,68,93,98,107,110,118],init_attr:76,init_from_tar:25,init_model_path:[115,116,118],initi:[2,4,5,10,12,18,25,28,30,35,40,41,42,43,45,54,67,70,71,76,80,84,87,93,95,98,99,106,116],initial_max:2,initial_mean:[2,4],initial_min:2,initial_std:[2,4],initialize_op_attr:76,initrd:124,inlcud:5,inlin:[85,100,101,110],inner:[4,98],inner_param_attr:5,inproj_attr:4,inproj_bias_attr:4,inproj_param_attr:4,input0:101,input1:[4,5,101],input2:4,input:[1,3,4,5,7,9,11,17,18,19,25,27,28,29,34,38,40,41,42,43,44,45,49,50,51,52,53,54,55,57,58,59,61,62,66,67,68,71,72,75,76,77,78,79,82,84,85,86,87,93,95,97,98,99,100,101,106,109,112,118],input_conf:4,input_data:98,input_data_target:98,input_dim_idx:18,input_dtyp:18,input_featur:1,input_hassub_sequence_data:98,input_id:4,input_imag:5,input_index:98,input_label:98,input_lay:98,input_loc:4,input_nam:26,input_proj_bias_attr:5,input_proj_layer_attr:5,input_seg:87,input_seq:[4,18],input_sequence_data:98,input_sequence_label:98,input_sparse_float_value_data:98,input_sparse_non_value_data:98,input_t:98,input_to_check:27,input_valu:27,input_var:[27,76],inputbuff:34,inputdef:98,inputgradi:79,inputlayers_:98,inputs_to_check:27,inputsizechang:62,inputtyp:9,insert:[28,44,51,70,75,78,79,97],insid:[3,5,28,31,41,43,44,45,58,62,72,73,77,78,79,90,110],inspir:73,instal:[4,18,39,61,81,89,90,96,97,102,104,107,111],install_android:120,instanc:[4,18,27,29,31,33,37,40,41,42,44,46,51,56,62,67,68,71,76,78,79,95,98,101,105,109,116],instance_ip:110,instanti:[31,46,106],instead:[4,5,7,28,30,34,39,40,41,49,50,54,55,96,97],instrins:49,instruct:[29,54,90,96,105,120],int16:88,int32:[66,74,87,88,116],int64:[18,41,47,66,83,86,88],int64_t:73,int8:66,integ:[3,4,9,18,35,39,40,49,64,68,98],integer_valu:9,integer_value_sequ:[9,68,95],integr:[3,89,124],intel:[50,66,85,100],intellig:[16,59],inteloptimizedpaddl:61,intend:89,inter:[4,41],interact:[4,41,90,110],intercept:4,interchang:[54,78],interconnect:70,interest:[40,49,70,105],interfac:[0,2,4,5,16,20,22,23,25,29,35,39,48,55,70,72,78,79,85,89,99,101,110,121,124],intergr:4,intermedi:[18,41,48,51,53,59,69,96,120,122],intern:[4,5,16,20,25,49,104,107,108,110],internel:61,internet:[30,31,124],interpret:[3,18,46,50,51,88,89,105],interv:18,inth:101,intrins:[40,46,49,122],introduc:[4,11,29,31,53,60,63,80,82,84,99,104,107,111],introductori:96,intuit:[38,78],inval_:61,invalid:[77,82],invent:50,invoc:[30,52,78],invok:[4,14,25,28,41,44,72,76,78,79,84,86,96,97,105,110],involv:[68,99],iob:3,ioe:3,ios:121,ios_arch:121,ios_deployment_target:121,ios_development_root:121,ios_enable_bitcod:121,ios_platform:121,ios_sdk_root:121,ios_use_veclib_for_bla:121,ipad:121,iphon:121,ips:110,ipt:[4,76,84,95],ipx:124,ipython:26,is_color:11,is_cpu_plac:62,is_loc:25,is_mkldnn_librari:62,is_revers:18,is_seq:[4,95],is_spars:18,is_stat:2,is_target:75,is_tensor:84,is_test:[18,62],is_traget:75,is_train:11,isinst:44,ismkldnnkernel:62,isn:105,isspars:98,issu:[30,53,90,92,96,97,105],istag:81,item:[4,9,18,25,38,49,77,93,124],iter:[4,5,6,9,25,26,31,41,50,51,59,62,71,73,77,87],iter_multiple_input_and_param:76,its:[4,5,16,18,23,25,26,27,28,29,31,35,40,44,45,50,51,53,54,55,57,59,63,67,68,70,71,72,75,76,78,79,82,83,84,85,86,92,98,99,100,101,105,107,110,116],itself:[28,31,38,51,62,71,82],ivs:84,java:[29,64,74,78],jeremi:105,jian:16,jku:18,job:[10,28,38,40,41,44,78,90,107,109,115,116,118],job_desc:41,job_dispatch_packag:108,job_id:10,job_nam:[39,110],job_namespac:110,job_path:110,job_workspac:108,jobdesc:41,jobnam:41,jobpath:110,jobport0:110,jobport1:110,jobport2:110,jobport3:110,jobserv:39,join:31,jointli:5,journei:90,jpg:11,json:[55,110,111],jth:5,judg:4,juditski:71,jupyt:[39,90],just:[1,3,4,5,10,18,30,35,36,40,41,50,51,53,57,62,71,72,76,77,78,79,80,82,83,89,92,96,97,108,110,118,120],jx4xr:110,jypyt:26,k8s:[40,124],k8s_data:110,k8s_job:26,k8s_token:26,k8s_train:110,k8s_user:26,kafka:33,kaim:16,kcpu:73,kcuda:73,kcudnn:100,kdisabl:73,kebilinearinterpbw:105,kebilinearinterpfw:105,keep:[4,9,11,16,31,50,51,54,68,71,76,82,84,89,97,124],keep_dim:18,keep_top_k:4,kei:[10,11,19,22,25,27,28,29,31,33,35,47,49,58,62,78,79,84,87,96,97,99,105],kept:[4,59,76],kera:80,kernel0:100,kernel1:100,kernel:[4,18,27,49,51,58,61,71,73,80,83,85,86,99,101,105],kernel_hint:58,kernel_type_for_var:86,kerneltyp:[58,62],key1:116,key2:116,key_pair_nam:110,keyid:110,keymetadata:110,keypair:110,keyserv:110,keystat:110,keyusag:110,keyword:76,kforcecpu:58,kill:[31,110],kind:[26,27,31,37,41,44,51,54,58,62,69,70,73,85,86,88,90,100,110,111],kind_:73,kmark:73,kmkldnn:100,kms:110,knchw8c:66,knchw:66,knhwc:66,know:[26,35,40,59,63,97,98,104,105,107,110,120],known:[28,29,50,52,67],kplain:100,kpoprang:73,kpushrang:73,kriz:10,krizhevski:18,kselectedrow:83,ksimonyan:5,kstate:73,kube_cluster_tl:26,kube_ctrl_start_job:26,kube_get_workers_addr:40,kube_list_containers_in_job_and_return_current_containers_rank:26,kubeconfig:110,kubectl:[108,111,112],kuberent:[31,110],kubernet:[26,31,40,41,78,107,113,114,124],kubernetes_service_host:26,kusecudnn:58,kusemkldnn:58,kvp:22,kwarg:[5,6,9,14,18,20,45,55,76,84],kwd:22,l1_rate:2,l1_regularization_op:80,l2_rate:2,l2_regularization_op:80,l2_sim:4,l93:34,label:[3,4,9,10,11,18,25,41,45,50,53,54,55,69,74,77,86,106,109,111],label_dim:4,label_fil:77,label_lay:77,label_path:77,lag:116,lambda:[18,40,44],lambdacost:4,lambdarank:4,lan:107,languag:[4,10,19,40,50,54,59,73,78,82,118],larg:[7,10,41,43,44,59,63,71,97],larger:[2,3,4,59],larger_than:[29,56,74],largest:18,last:[3,4,5,18,28,44,59,67,73,74,95,116],last_seq:68,last_time_step_output:4,lastseen:111,latenc:[4,49,108,110],latent:4,later:[30,78,80,85,89,92,99,101,110],latest:[4,29,30,31,38,81,89,90,92,102,111,120,121],latter:[71,87,104],launch:[62,110,116],launcher:26,layer1:[4,5],layer2:4,layer3:4,layer:[2,3,5,7,9,12,16,24,25,28,29,34,40,41,43,50,53,54,56,69,71,74,77,78,80,84,85,87,93,95,103,106,109,115,116],layer_0:98,layer_attr:[4,95,118],layer_help:58,layer_num:118,layer_typ:[4,60,61],layerbas:98,layerconfig:98,layergradutil:98,layerhelp:[18,58,76],layermap:98,layeroutout:4,layeroutput:5,layout:[11,62,86],layout_:[58,66],layouttyp:58,lazi:[71,80],lbl:3,lead:[59,66,105],leaki:53,leakyrelu:18,learing_r:69,learn:[2,3,4,5,6,10,26,28,36,38,41,43,46,53,54,59,61,68,70,71,73,77,78,80,85,90,95,96,98,99,102,105,109,121],learnabl:[18,25],learning_r:[2,20,36,41,106,109],leas:31,least:[3,31,92,120],leav:[29,110],lectur:59,lecun:10,left:[4,29,101,121],left_right_flip:11,legaci:90,legal:84,len:[4,18,36,40,47,50,76,93,98],length:[4,5,9,10,11,18,19,36,49,60,63,67,68,78,87,95,111,116],leran:59,less:[4,18,26,44,109,124],less_than:[26,59],lesser:18,let02:111,let:[3,4,26,29,38,40,51,52,54,58,62,66,67,68,69,79,85,86,99,104,109,110],level:[2,4,16,18,49,52,55,63,67,68,73,85,87,88,97,108,116,120],lgtest:30,lgtest_main:30,lib64:[90,116],lib:[65,89,90,104,107,120,121,122],libapi:30,libari:65,libc:92,libcuda:90,libgcc_:92,libgoogl:104,libiomp5:61,libmkldnn:61,libmklml_intel:61,libnvidia:90,libpaddl:[64,65,78,104],libpaddle_capi:65,libpaddle_gserv:65,libpaddle_math:65,libpython2:89,librari:[4,18,30,37,41,61,62,65,70,86,89,92,99,100,107,109,116,121,122],library_:66,library_typ:100,library_type_:86,librarydevicecontext:66,librarytyp:[86,100],libstdc:92,licens:[61,70],life:31,lifecycl:[73,124],lifetim:[82,92],lightweight:52,like:[3,4,9,10,18,28,29,30,31,34,39,40,46,50,51,52,53,54,55,57,62,66,70,71,76,77,78,79,80,82,83,86,87,89,92,95,96,97,104,105,106,107,110,115,118,120,121,122,124],limit:[4,9,18,50,59,63,68,78,80,105,116],linaro:122,line:[3,9,18,22,30,34,39,48,54,71,74,76,78,80,96,97,103,104,105,108,109,110,118],line_break:9,linear:[4,18,19,68,93],lineno:104,link1:49,link2:49,link:[4,5,30,47,48,82,92,99,110,124],linux:[9,47,90,92,96,97,107,110,122],linux_x86_64:[81,92],lipo:121,list:[3,4,5,9,11,14,18,20,22,25,26,28,29,30,35,39,40,46,48,50,53,66,69,72,73,76,79,82,87,93,95,96,98,99,104,107,109,110,116,118,122],listdir:107,listen:[31,40,41,107,109,116],listen_and_do:40,listenanddo:40,littl:[36,58,63,116],live:[99,106],live_in:59,live_out:59,load:[11,26,31,41,53,70,76,89,99,110,116],load_and_transform:11,load_imag:11,load_image_byt:11,load_missing_parameter_strategi:[115,116,118],load_mnist:53,load_persist:109,loadsave_parameters_in_pserv:[34,115,116],loc:[3,16],local:[2,18,25,27,29,31,37,38,54,59,67,74,76,78,89,90,96,97,104,108,111,115,116],local_scop:27,localhost:[90,102],localpath:48,locat:[4,18,25,30,50,66,73,85,87,95,98,107,122],lock:[30,31,35,36],lod:[18,63,67,83,87,88],lod_desc:[83,88],lod_expand:68,lod_level:[18,76,83,88],lod_rank_table_obj:18,lod_tensor:[18,67,83,88],lod_tensor_aarri:18,lod_tensor_arrai:18,lodrankt:18,lodtensor:[18,19,57,63,78,88],lodtensorarrai:18,lodtensordesc:[63,83],log:[35,41,48,53,92,98,107,108,110,111,112,116,122],log_barrier_abstract:116,log_barrier_lowest_nod:[115,116],log_barrier_show_log:[115,116],log_clip:[115,116],log_error_clip:[115,116],log_period:[111,116,118],log_period_serv:[115,116],logarithm:[1,18],logic:[38,41,43,44,53,57,69,70,72,82,87,99],login:[92,112],logist:18,logit:[53,86],longer:[31,41,59],look:[3,18,29,39,40,50,51,54,71,76,79,80,106,107,110,111,115],lookahead:4,lookup:[18,57,68,106],lookup_t:59,loop:[27,29,50,59,73,77,82],loop_var:87,loss:[4,18,20,28,41,53,55,69,71,80,98],lot:[41,66,68,71,76,80,85,107,115,124],low:[4,16,69,70,85,87],low_rnn:67,lower:[4,18,49,67,68,97,108],lower_level_rnn:67,lowest:116,lpaddle_capi_shar:65,lpaddle_capi_whol:65,lrelu:53,lstm:[4,18,95,111],lstm_bias_attr:5,lstm_cell_attr:5,lstm_group:5,lstm_layer_attr:5,lstm_step:5,lstm_unit_op:18,lstmemori:[5,95],lstmemory_group:4,lstmlayer:60,ltr:4,luckili:59,mac:[65,96,97,120],machin:[5,10,25,41,43,50,53,59,61,70,71,80,89,92,96,98,110,111,112,115,116,118,122,124],machine_transl:95,maco:[92,93,96,121],macro:[52,66,79,99],made:[31,36,50,95],mai:[4,5,18,27,29,41,45,49,51,58,59,62,70,73,77,78,82,86,89,90,101,102,105,107,110,122],main:[18,40,44,50,51,55,70,74,78,92,104,107,110],main_program:[14,18,28,45],mainli:[37,59,66,85,89,99,116],mainlin:92,maintain:[4,29,35,71,76,78,110],majel:30,major:[41,49,86,120],make:[3,4,18,26,28,29,30,31,35,36,38,41,42,49,50,54,67,68,71,72,76,77,78,80,85,87,89,96,97,98,99,100,104,105,107,109,110,120,121,122,124],make_ddim:101,make_function_oper:52,make_vari:84,maker:[78,79],malloc:[85,98],man:47,manag:[20,25,31,36,37,40,41,48,73,82,85,92,102],mandarin:4,mandatori:121,mani:[5,11,28,30,35,40,50,53,58,59,68,72,73,76,78,79,82,83,84,86,87,96,116],manili:55,manipul:[50,76,79,108,121],manner:[4,71,80],mantain:59,manual:[41,69,71,79,108,120,121,124],manufactur:50,manylinux1:92,manylinux1_x86_64:[81,92],manylinux:81,map:[3,4,9,19,25,26,29,35,44,62,66,76,79,82,84,85,87,96,116,124],map_fn:87,map_read:9,mapper:9,mapreduc:[26,107],margin:18,mark:[28,43,53,54,67,68,73,82,95,104,124],marker:73,market:49,mask:[2,4,18],master:[26,38,78,81,116,122],mastermind:30,mat:[64,65],mat_cache_row:34,mat_norm:34,mat_normal_shar:34,mat_param_attr:5,mat_sparse_row:34,mat_sparse_row_auto_grow:34,mat_sparse_row_id:34,mat_sparse_row_prefetch:34,mat_sparse_row_prefetch_full_s:34,mat_value_shar:34,match:[18,30,49,92,105],matchbox:124,math:[5,61,64,78,97,98,99,105],mathemat:80,matirx:4,matmul:[29,55,67,87,99],matric:[18,95,98],matrix:[3,4,5,9,18,19,25,34,64,65,98,99,115,118,121],matrixptr:98,matrixtyp:65,mattyp:34,matur:107,max:[2,4,9,10,18,19,27,42,44,59,76,105,116,118],max_diff:27,max_id:[4,25],max_job_id:10,max_length:[4,68,95],max_movie_id:10,max_relative_error:[27,99],max_seq_len:18,max_sort_s:4,max_user_id:10,max_x:18,maxframe_evalu:3,maxid:3,maxid_evalu:3,maxim:[4,44],maximum:[3,4,10,18,29,36,95,99,105,116],maxinum:7,maxoutfunctor:85,maxpool:4,mayb:[29,62,99],mchw:18,md5:[10,32],mean:[2,3,4,5,6,7,9,11,16,25,28,30,41,42,44,55,68,75,77,82,86,90,95,96,99,104,105,106,109,110,116,118,124],mean_var_nam:4,meant:87,measur:[45,105],mechan:[4,5,19,28,37,45,62,76,79,95,100,110],mem:[4,29,39,68],mem_per_pserv:41,mem_per_train:41,member:[4,10,26,44,54,55,66,72,76,82,99],memcpi:[72,105],memor:4,memori:[5,28,29,34,35,39,49,51,61,62,63,66,68,71,73,78,86,95,96,97,98,101,105,106,111,116,118],memory_boot:5,memory_nam:4,memory_optim:59,memory_test:96,memory_threshold_on_load_data:116,memoryalloc:85,memorydesc:62,mention:[18,28,30,35,41,43,50,67,70,71,73,96],mere:5,merg:[4,14,18,36,38,42,45,61,67,70,72,97,102,116,121],messag:[29,40,46,50,51,54,63,73,74,75,76,78,79,83,88,97,111,116],metaclass:99,metadata:[47,110,111],metal:[109,124],metaphor:54,metaplotlib:26,method:[4,6,16,20,25,27,29,38,40,41,42,44,49,53,54,55,58,69,70,76,77,78,82,83,86,87,89,90,92,98,99,101,102,104,105,116,118],methodolog:71,metric:[14,45,73],microarchitectur:49,might:[4,29,30,40,50,59,74,96,97,98,104,110,120],mileag:105,million:[10,118],min:[2,4,18,42,44,76,105,110,118],min_block:29,min_count:43,min_desc:29,min_word_freq:10,mind:104,mini:[4,9,14,18,25,29,31,45,46,50,56,67],mini_batch:77,minibatch:[4,18,29,45,54,56,74],minim:[20,29,41,43,44,50,53,69,78,106,109,116,120,121,122],minimum:[4,18,121],minimun:116,minsizerel:[120,121,122],minu:79,minus_grad:79,minusgradop:79,minusop:79,minusopgradmak:79,minusopprotoandcheckermak:79,minut:[31,38,90,96,110],mirror:[30,90],mislead:36,mismatch:18,miss:[53,116],mistak:50,misus:100,mit:110,mix:[5,73,87,95],mixed_lay:5,mixed_layer_attr:5,mixedlayertyp:4,mixtur:104,mkdir:[48,89,102,110,112],mkl:[62,78,85,86,89,90,100],mkl_packed_:60,mkldnn:[4,61,66,86],mkldnn_:61,mkldnn_batch_norm:4,mkldnnactiv:61,mkldnnbase:61,mkldnnlayer:61,mkldnnmatrix:61,mkldnnstream:61,mkldnntester:61,mklml:61,mklpack:60,mklpackedgatedrecurrentlay:60,mklpackedgemm:60,mklpackedlstmlay:60,mklpackedrecurrentlay:60,mlp:55,mlr:16,mnist:[33,41,53,54,74,77,78,104],mnist_random_image_batch_read:77,mnist_train:77,mnist_train_batch_read:77,mobil:[49,50,59,78,102,119],mod:107,mode:[4,22,25,49,60,70,97,116],model:[0,4,5,10,18,19,25,28,29,31,32,40,41,43,44,45,54,59,60,69,70,71,78,80,86,87,93,97,98,102,103,107,109,110,116],model_list:[116,118],model_path:118,modelparallel:41,modern:59,modif:91,modifi:[4,41,49,55,80,95,98,99,107,108,110],modul:[5,10,25,41,52,53,68,87,99,104],modular:68,modulo:4,moment:[20,104],momentum:[2,18,20,82,100],momentumop:104,mon:111,monitor:73,mono:4,month:30,more:[3,4,5,9,18,26,27,28,30,31,35,38,39,41,43,48,49,50,51,52,54,58,59,62,66,67,68,69,73,76,77,78,80,85,87,89,90,93,95,96,98,99,100,101,102,104,105,106,107,109,111,118,122,124],most:[4,9,25,26,28,30,38,41,51,54,55,66,68,71,73,77,80,85,92,95,98,104,105,106,115,124],mostli:[49,124],motiv:78,mount:[39,90,107,110,111],mountpath:[110,111],move:[4,31,35,48,50,71,90,105,110,124],movement:105,movi:10,movidiu:50,movie_categori:10,movie_info:10,movie_review:10,movieinfo:10,moving_average_fract:4,mpi:[70,112],mpirun:112,mse:[50,54,69,74],msra:16,much:[4,18,31,50,62,69,77,80,87,105],mul:[52,59,76,98,99],mul_grad:99,mul_op:[18,99],mul_ratio:4,mul_result:76,mulgradkernel:99,mulkernel:99,mulop:[52,99],mulopgrad:99,mulopmak:99,mult:[40,51],multi:[4,45,70,72,86,98,104,108,109,115,116,124],multi_binary_label_cross_entropi:4,multidimension:18,multigradientmachin:72,multinomi:4,multip:19,multipl:[3,4,5,9,14,18,19,25,26,27,35,36,38,40,41,43,45,50,51,52,58,70,73,78,86,88,95,98,99,104,107,110,116,118],multiple_input:76,multiple_param_attr:76,multipli:[3,4,18,40,98],multiprocess:9,must:[1,3,4,5,9,11,18,28,36,44,59,62,63,66,73,75,76,77,78,84,88,95,98,99,101,107,109,110,116,118,120,122],mutabl:[85,101],mutable_data:[62,85,99,101],mutuable_data:[85,101],mxnet:[29,40,50],my_cluster_nam:110,my_external_dns_nam:110,my_lib:107,myerrorclip:44,myfil:9,mypaddl:111,naiv:40,name:[2,3,4,5,7,11,14,18,22,25,26,27,28,29,31,33,34,36,39,40,41,45,49,52,55,58,61,62,63,65,66,68,73,74,76,78,81,83,84,87,88,90,92,93,95,96,98,99,100,105,106,107,109,111,113,114,116,118,121,124],name_:73,name_prefix:33,namespac:[29,56,64,76,98,99,111],nativ:[4,49,97],natur:[18,35,38,43,68,87,118],navig:102,ncall:104,nccl1:70,nccl2:70,ncclinit:70,nchw8:86,nchw8c:86,nchw:[4,18,61,66],ndarrai:[11,25,33],ndcg:4,ndcg_num:4,ndk:120,nearest:49,nearli:27,necess:87,necessari:[4,28,29,36,38,44,45,59,63,68,72,76,84,87,98,112],necessarili:[40,98],neck:70,need:[3,4,5,9,16,18,19,20,23,26,27,28,30,34,35,36,38,39,41,43,44,45,48,50,51,52,53,58,59,62,66,68,69,70,71,72,73,75,76,78,79,80,82,83,84,85,87,89,90,91,92,93,95,98,99,100,101,102,107,109,110,111,115,116,118,120,121,122,124],neg:[3,4,18],neg_distribut:4,neg_overlap:4,neg_pos_ratio:4,neglect:4,neighberhood:70,neither:4,neon:[49,120,122],ner:3,nervana:50,nest:[4,9,28,29,73,74,88],net:[4,5,12,18,29,53,67,82],netop:[29,78],network:[2,3,4,9,16,18,19,23,24,25,26,27,28,29,31,34,41,43,45,53,55,59,60,61,67,69,71,73,76,77,80,82,84,85,86,88,93,98,99,101,105,107,109,116,124],network_config:118,networkadministr:110,neural:[4,5,9,16,18,25,26,28,29,31,41,55,59,60,61,67,71,80,82,85,86,88,93,101,105,107,109,116],neuralnetwork:72,neuron:98,never:[9,59,77,82,110,111],new_block_idx:76,new_dim:18,new_op_and_kernel:100,new_op_desc:44,new_scop:86,new_stat:67,newblock:76,newbuff:62,newer:120,newest:36,newli:[49,121,124],newop:29,newopdesc:76,newprogram:76,newscop:86,newvardesc:76,next:[4,10,28,31,37,44,68,70,87,95,98,99,104,105,110,111,116],nextlay:61,nfs4:110,nfs:110,nfsver:110,ngram:10,nic:[115,116],nil:35,nine:10,nlp:4,nltk:10,nms_threshold:4,nms_top_k:4,nnz:98,no_grad_dict:28,no_grad_set:[20,27,28,99],no_gradi:28,no_sequ:4,node1ip:112,node2ip:112,node3ip:112,node:[4,30,38,40,41,43,55,59,68,70,78,96,98,107,108,109,110,111,112,116,124],node_0:110,node_1:110,node_2:110,node_id:107,nodeattr:55,nodeentri:55,nodefil:108,nodesep:55,nohup:107,nois:[4,31,53,107],noisi:[4,53],non:[4,18,31,49,50,83,98,99,110,116],none:[2,3,4,5,6,7,11,14,16,18,19,20,25,26,27,28,29,44,45,53,55,56,67,68,69,74,76,84,87,95,106,109],noneedtran:62,nonlinear:[16,98],nontranspos:18,nor:[40,96],norm:[5,18,53,66],norm_by_tim:4,normal:[4,5,10,16,18,71,95,98,107,111,116],notat:[4,59],note:[2,4,5,7,11,14,18,19,25,26,28,29,34,35,39,59,63,66,70,77,78,85,86,89,90,99,101,102,105,107,109,110,116,118,121],notebook:[39,90],notest_dist_fit_a_lin:109,noteworthi:50,noth:[1,25,58,76,82,96,116],notic:[4,44,50,70,79,95,97,98],notif:97,notimplementederror:44,notin:86,notingradi:99,notion:87,notori:27,now:[9,28,30,31,43,53,63,66,71,78,79,80,82,109,110,116,121],np_arrai:9,nproc:96,nullptr:[62,73,79,82,98],num:[4,5,107,116],num_channel:[4,5],num_chunk_typ:3,num_class:[4,5,18,55],num_col_dim:18,num_filt:[4,5,18,19],num_flatten_dim:18,num_gradient_serv:[107,115,116],num_hidden:55,num_input:97,num_neg_sampl:4,num_or_sect:18,num_parameter_serv:26,num_pass:[25,111,115,116,118],num_per_batch:11,num_pserv:41,num_repeat:4,num_result:3,num_results_per_sampl:4,num_row:83,num_shard:33,num_step:87,num_train:41,number:[3,4,5,9,10,11,18,29,31,33,43,45,59,71,73,77,78,84,87,96,98,104,107,109,110,116],numchunktyp:3,numdevices_:118,numer:[4,99],numeric_grad:27,numerical_grad:27,numlogicaldevices_:118,numofallsampl:3,numofwrongpredict:3,numpi:[2,9,11,18,25,33,49,53,76,77,89,99],numreal:34,numsampl:105,numtagtyp:3,numtimeout:35,nv_:30,nv_gpu:96,nv_librari:30,nv_test:30,nvcc:[30,49,51],nvidia:[49,66,70,85,90,96,105,116],nvlink:70,nvprof:73,obei:3,object:[2,4,5,9,18,25,26,34,41,44,45,53,55,59,64,69,73,76,78,80,82,101,105],observ:[4,98,105],obtain:[4,18,38,71],obvious:[30,66,104],occup:59,occupi:[49,73],occur:[10,25,59],occurr:29,oct:111,odd:4,odoti:18,off:[65,89,90,96,107,120,121,122,124],offer:[29,78,84],offici:[4,30,97,102,110,120],offlin:[31,33,124],offset:[4,18,34],often:[4,34,55,59,66,97,104,107],ograd:98,old:[27,36,38,68,78,116],older:[18,50,120],omega:80,omit:18,omp_num_thread:104,ompi_comm_world_rank:107,onc:[4,31,35,40,41,43,45,50,54,71,97,98,102,110],one:[1,3,4,5,7,9,16,18,20,23,25,26,27,28,29,31,34,35,36,38,39,40,41,44,45,46,49,50,51,52,53,55,57,58,62,63,66,67,68,69,70,71,72,74,75,76,77,78,79,82,83,85,86,87,90,96,97,98,99,100,106,108,109,110,111,112,116,118,124],onehotcrossentropyopkernel:99,ones:[52,53,78,97],onli:[3,4,5,7,11,18,23,25,26,27,28,30,34,35,36,37,38,39,40,41,43,44,45,46,48,49,50,53,54,59,62,67,68,69,70,72,73,76,78,83,84,85,86,87,89,91,92,95,96,98,99,100,101,102,105,109,110,111,115,116,118,121,124],onlin:[4,6,31,33,59,77],only_cpu:27,onnx:50,onto:[18,41,43,110,112],op1:[59,86],op1_2_op2:86,op1_to_op2:86,op2:[59,86],op3:59,op_:99,op_check:99,op_class:[78,84],op_desc:[44,57,75],op_info:106,op_kei:62,op_maker_class:[78,84],op_proto:84,op_registri:106,op_siz:44,op_test:99,op_typ:[78,99,100],op_unique_kei:62,opattrcheck:99,opcreat:84,opdesc:[29,44,54,74,75,76,78,79,84,88],opdescbind:[57,79],opdescbuild:29,open:[4,11,18,26,33,50,53,61,77,97,104,107,110],openbla:[89,90,120],opencv:11,openmp:104,openmpi:107,opensourc:70,oper:[4,5,9,11,16,18,20,23,27,29,40,41,42,43,45,46,49,50,51,53,54,55,57,58,67,68,69,70,73,75,80,82,85,86,88,95,97,98,100,101,105,106,110,116,120],operand:[18,49],operator_grad:27,operator_list:73,operatorbas:[29,52,78,79,84,99],operatorwithkernel:[86,99],opinfo:[57,78,79],opinfomak:57,opinfomap:79,opkernel:101,opkernelbas:100,opkernelkei:78,opkerneltyp:[66,86,100],opmak:84,opposit:18,opproto:99,opprotoandcheckermak:[79,99],opprotomak:[84,99],opregist:84,opregistri:84,ops:[20,27,28,29,30,40,51,54,55,71,74,75,76,78,85,99,124],ops_:29,ops_test:30,opt:[26,69,75,84,89],opt_op_list:69,optest:99,optestmeta:99,optim:[2,12,24,25,27,28,41,42,43,51,53,70,71,72,74,78,80,83,98,104,105,106,107,109,120,122],optimis:69,optimize_op:109,optimize_op_attr:76,optimizer_op:109,option:[3,4,14,18,22,26,30,41,53,58,63,74,75,76,78,83,84,88,96,98,104,107,108,118,120,121,124],optmization_op_list:69,opts_np:75,optyp:[57,84],opwithkernel:83,order:[4,5,9,11,18,25,28,54,63,73,77,80,87,89,98,104,107,110,111,116,124],ordereddict:25,orderli:18,oregon:110,org:[3,4,5,10,16,18,33,47,53],organ:[3,4],orient:84,origin:[4,5,9,10,18,27,49,53,82,87,97,101],other:[3,4,5,9,18,20,29,31,36,40,48,49,50,51,57,59,62,66,67,71,75,80,82,84,85,86,89,95,96,97,104,106,107,109,110,111,118,120,121,122,124],otherchunktyp:3,otherwis:[4,9,10,11,18,25,26,28,31,36,38,53,57,62,77,95,97,108,118],our:[18,26,28,30,41,43,53,57,59,66,70,71,82,87,89,92,95,96,97,98,104,109,110,111,120],out:[4,18,19,25,26,29,30,35,38,41,44,50,55,59,62,67,68,76,86,93,95,99,101,104,105,110,111,112,116],out_dir:110,out_fals:18,out_left:4,out_mem:95,out_memori:5,out_right:4,out_size_i:4,out_size_x:4,out_tru:18,outer:4,outgrad_:61,outlier:4,outlin:117,outout_lay:25,outout_layer1:25,outout_layer2:25,output:[1,2,3,5,7,9,18,19,22,25,26,27,28,29,33,38,40,43,44,48,51,52,53,54,55,56,57,59,62,63,67,68,71,74,75,76,77,78,79,82,83,84,85,86,87,89,95,96,97,98,99,100,101,104,105,107,111,116,118,120],output_:[4,61,98],output_all_step:67,output_arg_nam:44,output_dim_idx:18,output_dtyp:18,output_fil:22,output_height:18,output_id:4,output_lay:[25,93],output_max_index:7,output_mem:[4,95],output_mod:22,output_nam:27,output_num:67,output_path:33,output_s:18,output_seg:87,output_width:18,outputbuff:34,outputgradi:79,outputh:4,outputw:4,outsid:[4,5,41,82],outupt:87,outv:98,outval_:61,over:[4,5,18,25,26,50,59,70,71,87,97,98,105],overal:[53,71,73,97,124],overfit:80,overhead:105,overlap:[3,4,98],overlap_threshold:[3,4],overload:[49,58],overrid:[29,31,48,62,85,98,99,101],overview:[35,36,37,85],overwhelm:97,overwrit:[48,107],own:[4,28,36,38,44,46,55,57,69,70,71,80,84,99,107,108,110,120,121],owner:[96,97],paam:11,pack:[87,120],packag:[9,10,35,39,40,52,61,81,89,90,97,99,104,110],pad:[5,18,62],pad_c:4,pad_h:4,pad_w:4,padding_attr:4,padding_down:18,padding_h:18,padding_i:4,padding_idx:18,padding_left:18,padding_right:18,padding_up:18,padding_w:18,padding_x:4,paddl:[1,2,3,4,5,6,7,9,10,11,14,16,17,18,19,20,22,23,25,26,29,30,31,33,39,41,48,51,52,53,56,60,61,62,63,64,65,67,68,72,74,78,80,81,84,85,87,89,90,92,93,95,96,97,98,99,100,102,104,105,106,107,108,109,110,111,112,116,118,120,124],paddle_begin_init_param:36,paddle_dir:99,paddle_element_typ:36,paddle_element_type_float32:36,paddle_element_type_float64:36,paddle_element_type_int32:36,paddle_element_type_int64:36,paddle_element_type_uint32:36,paddle_element_type_uint64:36,paddle_enforc:[29,62],paddle_enforce_eq:[99,101],paddle_error:[64,65],paddle_exampl:39,paddle_finish_init_param:36,paddle_get_param:36,paddle_gradi:36,paddle_init_num_gradient_serv:107,paddle_init_param:36,paddle_init_port:107,paddle_init_ports_num:107,paddle_init_ports_num_for_spars:107,paddle_init_pserv:107,paddle_init_trainer_count:107,paddle_init_trainer_id:107,paddle_init_use_gpu:107,paddle_job:39,paddle_manylinux_devel:89,paddle_matrix:[64,65],paddle_matrix_cr:65,paddle_matrix_get_shap:64,paddle_matrix_shap:64,paddle_new_etcd_pserver_cli:36,paddle_new_pserver_cli:36,paddle_on_cloud:39,paddle_output:111,paddle_paramet:36,paddle_pserver2:108,paddle_pserver_cli:36,paddle_pserver_client_releas:36,paddle_save_model:36,paddle_send_grad:36,paddle_train:[65,81,108],paddle_with_cuda:73,paddle_with_mkldnn:66,paddlepaddl:[4,5,9,10,11,25,30,31,33,36,37,38,39,40,41,47,48,52,53,54,56,58,63,67,68,69,72,73,76,77,78,82,87,88,91,93,95,96,97,98,99,100,104,105,107,108,112,113,114,123,124],paddlepaddle_gpu:92,paddlepaddlebook:90,paddlepaddlehub:90,page:[97,110],pair:[3,19,20,22,28,29,41,54,69,73,78],pairwis:4,pakcag:30,paper:[4,16,18,53],para:34,paradigm:[40,46,78],paragraph:67,paragraph_data:67,paragraph_out:67,parallel:[40,41,43,70,73,78,86,96,105,107,110,111,116,118],parallel_for:40,parallel_nn:[2,115,116],paralleldo:42,parallelfor:40,param:[2,4,5,9,18,20,27,29,36,72,76,85,101],param_attr:[4,5,18,19,34,76,95],param_config_proto:36,param_initi:18,paramattr:[2,4,12,18,95],paramet:[3,5,6,7,9,10,11,14,17,18,19,20,22,24,27,28,29,30,32,34,38,40,41,42,44,46,48,50,51,53,54,55,57,63,67,69,70,74,77,82,84,87,89,93,97,98,99,100,101,103,106,108,118,121],parameter_block_s:[115,116],parameter_block_size_for_spars:[115,116],parameter_learning_r:2,parameter_list:[20,28,69],parameter_nam:[25,26],parameter_serv:26,parameter_valu:34,parameterattribut:[2,4,5,34],parameterclient_:34,parametermap:98,parametermutex_:34,parameters_:98,parameters_and_grad:[20,69],parameterserver2:34,parameterset:26,parameterupdat:72,parameterupdater_:34,parametr:4,params_grad:[69,109],paramt:110,paraspars:98,parent:[29,40,74,76,78,98],parent_:[29,82],parent_idx:76,parenthes:78,pars:[9,10,30,41,55,96,110,118],parser:9,part:[3,4,18,19,28,29,38,41,50,62,63,74,76,85,95,98,104,105,107,109,124],parti:[96,105,120,121,122],partial:[4,25],partial_sum:4,particip:99,particular:[54,63,78,86,105],particularli:16,partit:[31,33,41,43,78,107,110],pass:[4,14,18,23,25,28,29,31,44,45,50,53,59,63,69,71,72,75,76,77,78,80,82,87,97,98,105,107,108,109,110,111,116],pass_gener:4,pass_id:[25,41,109],pass_idx:77,pass_num:109,passtyp:98,password:112,past:[26,90,93,110],patch:[18,47],path:[3,9,10,11,25,31,35,36,39,59,68,77,89,90,107,110,111,116,118,120,121,122],path_to_paddlepaddle_working_directori:102,pattern:[10,31,64,71,80,110],paus:[31,38],pcie:70,pdf:[5,18],peephol:18,peer:70,pem:[26,33,110],pend:[31,35],peopl:96,pep425tag:92,pep8:97,per:[3,4,10,11,18,31,36,70,71,77,80,99,116],percal:104,perf_test:104,perfom:[116,118],perform:[4,5,16,18,27,36,41,45,49,50,53,59,70,72,73,77,78,80,85,86,95,96,98,99,103,107,109,115,120,121,122],perftool:[73,104],period:[31,38,116],perm:18,permiss:110,permut:18,peroid:[4,11],persist:[18,46,83,88,110],persistentvolum:110,persistentvolumeclaim:110,person:[3,26,58],perspect:[78,105],perturb:[27,98],pex:124,pfs:[33,48],pfsclient:33,pfspath:48,pgp:110,phase:[62,68,70,71,77,79,124],philosophi:[71,80],photo:53,physic:[121,124],pick:[18,110,121],pickl:[107,112],pictur:70,piec:[5,40,73,101,109],pil:[11,107],pillow:39,ping:97,pip:[81,89,91,93,97,102,104],pipe:9,pipelin:45,piperead:9,pivot:62,pixel:[4,9,10,41],place:[18,28,29,31,38,41,43,46,58,62,70,78,86,98,101,105,106,109],place_:[58,66,85,86],place_typ:100,placehold:[53,85,101],placement:43,plain:[3,4,9,39,63,65,66],plan:[31,40,62,78,98,120],platform:[29,51,62,66,73,85,86,92,97,99,100,101,106,110,120,121,122],pleas:[2,4,5,6,11,18,26,31,35,36,37,40,51,55,66,67,76,77,78,85,88,89,90,92,95,96,97,98,99,101,102,104,107,109,110,120,121,122],plot:26,plu:[4,27],plug:[70,71],pne:99,pnpairvalidationlay:116,pnpairvalidationpredict_fil:115,pod:[33,39,40,110,111],pod_nam:110,point:[18,29,31,39,49,59,62,70,85,96,97,99,101,104,105,120,124],pointer:[29,36,55,59,66,76,78,82,85,101],polar:10,polici:[18,110],pollut:38,polyak:71,ponit:55,pool3:98,pool:[5,18,24,42,59],pool_attr:5,pool_bias_attr:5,pool_layer_attr:5,pool_pad:[5,18],pool_siz:[4,5,18,19],pool_size_i:4,pool_strid:[5,18,19],pool_typ:[4,5,18,19],pooled_height:4,pooled_width:4,pooling_lay:5,pooling_typ:4,poolingtyp:7,pop:[29,46],popul:36,popular:[30,53,55,73],port:[30,40,104,107,109,110,111,115,116],port_num:115,portabl:55,portal:102,ports_num:[107,116],ports_num_for_spars:[34,107,115,116,118],pose:31,posit:[3,4,5,18],positive_label:3,possibl:[26,29,35,43,59,76,80,88,105],post:[39,47],postpon:80,potenti:[49,105],power:[49,59,70,101,124],ppo_workspac:102,pprof:104,practic:[95,98],pre:[4,5,10,26,36,58,59,89,97,110,111,120,122],pre_activ:76,pre_bia:76,pre_stat:[67,87],preambl:76,precis:[3,45,49,71,89],precision_evalu:3,precompil:46,pred:[55,59],predecessor:59,predetermin:[4,116],predic:10,predict:[3,4,18,25,41,80,93,95,116],predict_fil:116,predict_lay:25,predict_output_dir:[115,116],prediction1:25,prediction2:25,prefer:[50,58],prefetch:[34,98],prefix:[3,5,31,33,68,110],pregrad:98,prepand:76,prepar:[27,39,72,95,113],prepend:[18,76],prepend_oper:76,preprocess:[10,11,87,111],present:[26,28,29,73,87],preserv:48,press:16,prev_batch_st:[115,116],prev_cel:18,prev_cell_data:18,prev_hidden:18,prev_hidden_data:18,prevent:[6,26,31,35,38,44,80,104],preview:[78,102],previou:[4,5,18,25,28,31,43,48,67,68,98,104,110,116],previous:[4,111],previous_memori:29,price:[10,78,93],prim:62,primari:[50,54],primarili:[71,80],primer:97,primit:[49,61,62,70,87],primitive_desc:62,primitivedesc:62,principl:[26,30,66],print:[2,25,26,41,50,55,76,92,93,104,112,116],print_graphviz:55,printallstatu:105,printer:3,printstatu:105,priorbox:4,prioriti:78,prite:3,privat:[29,65,73,76,82,83,84,85,87,97,101],privileg:[96,110],pro:70,prob:[3,25,93],probabilist:4,probabl:[3,4,18,25,68,90,95,97],problem:[4,26,27,30,38,50,53,54,71,78,80,92,96],proc:90,proce:[9,31,77,90,110],procedur:[29,63,101,121],proceed:16,process:[2,4,5,9,18,26,28,29,33,34,35,38,40,41,45,46,50,51,55,59,61,63,70,80,84,86,95,97,104,107,108,110,111,116,118],process_num:9,processor:[49,105],produc:[4,5,9,18,31,50,55,77],product:[4,5,18,19,39,50,98,110,111],productgraph:111,prof:104,profil:[12,48,73],profilerst:73,proflier:[73,105],program:[9,14,16,18,22,26,28,33,36,38,41,43,46,54,56,59,69,70,73,77,78,82,88,104,105,108,116],programdesc:[40,41,46,50,59,63,75,76,79,88],programm:[41,50,76],progress:[31,35,116],proj:4,project:[4,5,39,65,95,98,99],promis:[4,5,68],prompt:[48,50,109],prone:26,prop_kind:62,propag:[4,6,28,50,71,99,116,118],proper:[58,107],properli:[58,96,109],properti:[55,80,116],propos:[29,42,43,68,69,70,71,87],proprietari:61,protect:[49,84,98,99],proto:[7,58,63,66,74,78,84,88,99],proto_:84,protobuf:[25,29,39,40,41,46,50,51,54,55,59,63,74,76,78,79,84],protoc:[120,122],protocol:[3,106,116,124],provi:107,provid:[4,10,18,26,29,36,39,40,45,46,49,50,53,55,57,58,66,70,71,73,76,80,84,85,87,90,93,101,104,105,107,108,109,110,120,121,124],providermemory_threshold_on_load_data:115,provis:[110,124],prune:[4,29],ps_desir:31,pserver:[25,34,36,37,39,78,107,109,110,115,116],pserver_addr:36,pserver_cpu:39,pserver_endpoint:109,pserver_id:32,pserver_mem:39,pserver_num_thread:[34,115,116],pserver_prog:109,pserver_spec:25,pserver_startup:109,pserverstart_pserv:115,pseudo:[26,28,39,79,87],pseudocod:87,psize:98,ptr:[65,85],pub:112,publish:120,pull:[30,78,81,97,120],purpos:[4,31,41,43,58,105],push:[29,46,50,73,81,97],push_back:98,put:[30,31,34,43,59,62,76,85,98,109,111,120],pvc:110,pwd:[89,90,96,102,120],pxe:124,pybind:[29,49],pypi:92,pyramid:4,pyramid_height:4,python2:104,python3:92,python:[25,26,29,37,45,46,50,52,53,54,55,58,64,68,72,73,78,81,85,87,89,90,92,93,95,96,97,102,106,107,109,112],pytorch:[50,73],qualcomm:49,queri:[3,4,19,110],query_id:3,question:[4,26,40,43,84,109,110],queue:43,quick:[55,116],quick_start:[39,110,111,113],quick_start_data:111,quickli:[68,76,78],quickstart:111,quit:[68,105],r14b:120,r_h_val:18,r_t:4,rais:[9,18,44,55,107],rajathkmp:53,ran:[43,105],rand:[53,105,116,118],random:[2,4,9,16,33,53,66,72,76,77,99,107,116],random_crop:11,random_imag:33,randomli:[11,38],randomnumberse:115,rang:[4,9,16,18,33,40,41,49,53,59,73,77,84,97,109,116,118],rank0:70,rank1:70,rank:[4,18,26,87,101,110],rank_tabl:18,rankdir:55,ranktabl:18,rapid:79,raspberri:123,raspberry_pi:122,raspberrypi:122,raspbian:122,rate:[2,3,4,5,6,10,36,98],rather:[28,39,53,87,110],ratio:[4,116],raw:[4,18,63],rdma:116,rdma_tcp:[115,116],reach:[31,59,70,105],read:[9,11,18,25,26,28,31,33,40,41,43,50,51,77,78,87,90,95,96,102,107,110,120,124],read_from_arrai:59,read_from_realistic_imag:26,read_from_rng:26,read_lock:32,read_minibatch:50,read_mnist_imag:26,read_ranking_model_data:26,readabl:[73,78,104],reader:[0,10,25,33,41,49,53,54,74,104,107,109],reader_cr:33,reader_creator_bool:77,reader_creator_random_imag:[9,77],reader_creator_random_image_and_label:[9,77],readi:[31,110,111,124],readlockguard:34,readm:65,readwritebuffer_:34,readwritemani:110,real:[4,18,34,53,77,107],realist:26,realiz:[29,67],realli:[50,80],reaon:100,rearrang:18,reason:[5,26,27,31,50,97,109,111],recal:3,receiv:[31,39,41,43,67,109],recent:[59,71],reciev:116,recognit:4,recommend:[5,18,26,89,90,91,95,97,98,102,107,108,116,120],recompil:105,record:[9,35,62,73,84,110],recordev:73,recordio:[9,10,26,33,35],recov:[31,87],recover:78,recoveri:35,rectifi:[4,16],recurr:[18,60,67,82],recurrent_group:[5,95],recurrent_lay:5,recurrent_op:87,recurrentgradientmachin:[65,68,87],recurrentgroup:3,recurrentlay:[60,116],recurs:[28,29,30,48,59,78],recv:[40,41,43,70,110],recvparametertyp:34,red:[53,104],redirect:9,reduc:[4,18,43,49,70,78,90,97,104,108,116,118],reduce_by_kei:78,reduce_mean:53,refactor:[41,43,54,68,71,72,76,80,87],refer:[2,4,5,6,11,16,18,19,22,27,29,31,35,36,37,40,49,55,62,66,67,70,74,76,78,80,82,85,87,88,89,90,95,96,98,99,101,109,111,120,121],referenc:35,reflect:35,reformat:97,refrain:99,reg:84,regard:[18,124],region:[4,82,105],regist:[59,66,79,85,86,98,105],register_gpu_profil:105,register_lay:98,register_op:[52,78,79,84,99],register_op_cpu_kernel:[85,99],register_op_cuda_kernel:[85,99],register_op_kernel:100,register_op_without_gradi:[78,99],register_oper:[57,79],register_tim:34,register_timer_info:105,registerop:84,registr:[99,100,106],registri:[39,57,85,111,124],regress:4,regular:[2,12,20,28,98,110],regularization_coeff:23,reiniti:62,reinstal:89,rel:[5,27,38,80,99,120],relat:[31,38,39,49,66,73,82,86,97,104,111,121,122,124],relationship:[79,85],releas:[81,110,120,121,122],relev:99,reli:[27,40,68,69,71,80,99,104],reliabl:[31,80],relu1:55,relu2:55,relu:[4,53,55,59,98],relwithdebinfo:104,remain:87,remaind:18,rememb:[4,97],remind:85,remot:[2,30,34,41,78,97,98,110,116,118],remoteparameterupdat:[34,37,116],remov:[9,18,28,41,48,50,68,97,116,120,121],ren:16,renam:[28,48,49,92],reorder:62,reorder_primit:62,reorgan:4,repeat:[18,29,54,74,75,83,84,88,104],repeatedli:[54,59],replac:[30,35,57,71,79],repli:97,replic:41,replicaset:39,repo:[30,97,102,122],report:[35,49,50,73,105],reportdataset:35,repositori:[4,102,120],reprenset:18,repres:[4,5,18,19,28,29,35,40,41,43,44,50,55,63,66,68,71,76,78,80,83,85,87,88,95,98,110],represent:[4,18,36,41,51,53,54,59,66,68,83],reproduc:96,request:[30,31,34,38,40,78,81,97,110,111,124],requir:[3,4,20,26,28,31,36,38,39,41,43,44,48,49,55,59,61,67,71,73,74,75,78,80,83,84,88,92,96,97,98,99,102,107,110,111,120,122,124],requisit:59,rerun:99,research:[10,41,50],reserv:[18,48],reserveoutput:98,reset:[4,14,18,31,45],reset_program:[14,45],resetingrad:61,resetinvalu:61,resetoutgrad:61,resetoutvalu:61,resetxxx:61,reshap:[27,77,101],reshape_s:4,resid:[18,96],resiz:[11,34,85,99,101],resize_s:11,resize_short:11,resolv:[30,97,111],resourc:[41,46,70,73,85,100,110],respect:[18,27,44,49,53,67,95,98,116],respons:[4,34,41,45,53,70,71,72,80,110,111],rest:[18,29,39,47,51,86,124],restart:[31,36,110,111,124],restartpolici:[110,111],restor:[27,71],restrict:[80,82,104,116],result:[1,3,4,17,18,22,25,27,28,35,45,53,54,55,59,63,68,69,70,72,99,101,104,105,106,110,116],result_fil:3,resum:38,retain:101,retran:110,retriev:[29,68,82,96,98,104,111],retriv:107,return_op_list:20,return_seq:5,reuqest:81,reus:[29,38,68,77,78,98,99],rev:96,revamp:41,reveal:[26,104],revers:[4,5,18,28,95],review:[10,40,111],reviews_electronics_5:111,rewrit:[30,99],rgb:[4,11],rho:6,rid:50,right:[4,27,28,29,30,39,45,59,78,80,97,100],ring:70,risk:28,rkt:[39,96],rmsprop:71,rmspropoptim:71,rnn:[4,5,29,50,53,68,76,78,82,103,115],rnn_bias_attr:95,rnn_layer_attr:95,rnn_out:95,rnn_output:87,rnn_step:4,rnn_use_batch:[60,115,116],rnnalgorithm:68,rnnlm:10,rnnstep:87,roadmap:87,robust:[4,16],rocmplac:66,roi:4,role:[10,26,35,36,41,70,109,110],rollback:76,root:[6,7,28,70,110,111,121],rot:4,round:[49,70],routin:[49,61,70],row:[3,4,9,18,34,98],row_id:4,rows_:83,rpc:35,rpcserver:35,rpi:122,rpi_arm_neon:122,rpi_toolchain:122,rsize:110,rtk:124,rtype:9,rule:[3,18,28,41,44,50,54,98,110],run:[26,27,28,29,30,31,39,40,41,42,43,45,49,50,51,52,53,54,55,59,62,66,67,69,70,71,73,74,75,76,78,81,82,83,85,86,91,92,93,96,97,98,100,101,102,104,105,107,108,109,110,112,113,114,116,120,121,122,124],run_test:89,runinitfunct:105,runnabl:43,running_on_cloud:39,runserv:102,runtim:[22,29,40,41,57,67,78,88,90,100,108,120],runtime_table_:29,s_block:28,s_recurrent_group:95,safe:39,sai:[4,51,54,56,59,77,96,116,118],said:50,sake:98,same:[3,4,5,16,18,25,26,27,35,36,38,40,41,52,53,55,58,59,67,68,70,76,78,79,82,86,87,89,95,99,100,101,108,109,110,118],samping_id:4,sampl:[3,9,10,18,45,53,76,84,90,107,108,116,118],sample_id:3,sample_num:3,sampler:53,satifi:[3,59],satisfi:[30,62,83,92,110],save:[4,9,25,31,33,35,36,39,40,41,54,55,59,63,71,83,88,96,107,110,111,116,118],save_dir:[111,116,118],save_only_on:[115,116],save_parameter_to_tar:25,save_persist:109,saving_period:[115,116],saving_period_by_batch:[115,116,118],scalabl:78,scalar:[4,18,28,29,56,87],scale:[1,16,41,43,71,79,84,99,107],scaleop:99,scaleopmak:[78,99],scalingproject:4,scan:[18,28,35,59,78],scatter:[4,28,70],scenario:[68,115],scene:115,schdule:110,schedul:[35,39,43,110],scheduler_factor:2,scheme:[3,6,34,80,99],scienc:59,scope:[27,40,42,46,51,86,106],score:[3,4,18,19,68],scp:112,script:[10,70,89,96,99,107,108,110,112,120],sdk:121,search:[4,31,82,89,95,116],second:[4,18,26,40,48,50,53,55,67,68,74,75,77,82,84,99,108],secret:110,section:[28,43,50,76,95,97,98,104,110],see:[4,5,18,26,28,31,40,43,49,50,76,97,99,101,104,105,109,110],seed:[16,18,105,116],seem:[30,49,50,92],seen:[19,80,99],segment:[3,18,67,87,101],sel_fc:4,selcet:4,select:[4,18,68,110],selected_generation_scor:68,selected_id:[4,68],selected_indic:4,selected_row:[83,88],selected_rows_desc:[83,88],selected_scor:68,selectedrow:[57,88],selectiv:4,selector:111,self:[27,44,45,53,55,59,60,61,63,69,76,87,98,99],self_addr:40,selfnorm:4,semant:[10,26,68,81],semat:26,send:[31,36,40,41,43,58,70,78,84,97,107,109,110,116],send_back_parameter_typ:34,sendbackparameterspars:34,sendbackparametertyp:34,sendparameterrequest:34,sendparameterrespons:34,sens:[71,80,97,104],sensit:4,sent:[26,36,40,41,78,84,88,111],sentenc:[4,10,50,67,68,87,95],sentence_input:87,separ:[3,18,22,36,41,52,71,79,80,107,109,116],seper:87,seq:[4,10],seq_len:87,seq_pool:4,seq_silc:4,seq_text_print:3,seq_typ:9,seqtext_evalu:3,seqtoseq:4,seqtoseq_net:4,sequenc:[1,3,4,5,7,9,10,18,19,28,29,40,46,50,54,60,69,74,87,97,98],sequence_group:4,sequence_nest_group:4,sequencesoftmaxop:18,sequencestartposit:4,sequencetextprint:3,sequencetyp:4,sequenti:[4,29,40,95],seri:[5,92],serial:[25,29,35,63,72,78],serializ:[78,88],serv:[41,49,78,87,90,105,107,110],server:[26,30,34,37,38,41,51,70,78,89,98,108,115,124],server_endpoint:109,serverless:31,servic:[104,107,124],sess:[53,55,69],session:[55,69,75,105],set:[2,3,4,5,9,10,11,18,19,22,25,26,28,31,39,53,57,59,62,66,67,68,73,75,76,78,79,82,85,87,89,95,96,97,98,99,101,102,103,104,105,107,108,109,110,111,115,116,118,121,122],set_active_typ:98,set_attr:44,set_default_parameter_nam:2,set_drop_r:98,set_float_el:27,set_input:[4,44],set_output:44,set_siz:98,set_typ:[44,98],setdatatyp:83,setdefault:99,setp:110,setq:96,settup:98,setup:[41,71,81,98,99,124],sever:[3,4,27,34,41,43,53,67,68,70,72,73,76,83,85,87,89,107,108,110,118],sexstant:124,sgd:[20,25,26,31,39,43,71,72,83,106,107,109],sgd_optim:[106,109],sgdasync_count:115,shall:[28,30],shaoq:16,shape:[3,4,9,14,18,19,25,27,28,29,41,53,56,66,67,74,76,78,83,85,99,101,106,109],shard:[31,32,33,34,35,36,38,41,43,107,110],share:[4,18,30,53,65,72,76,78,80,85,87,96,99,105,116],shared_bia:5,shared_bias:4,shared_librari:30,shared_ptr:[62,64,65,82,85,101],shell:[90,110],shift:[4,18],shorten:4,shorter:11,should:[2,3,4,9,11,14,16,18,20,22,23,25,26,27,28,29,36,39,41,44,45,49,51,52,53,57,58,62,66,67,68,69,71,72,73,74,77,78,79,80,83,84,86,87,88,93,95,99,100,102,108,110,120],should_be_fals:26,should_be_tru:26,show:[3,6,28,29,31,48,50,56,59,63,67,70,71,74,87,92,96,101,107,110,111,116],show_check_sparse_distribution_log:[115,116],show_layer_stat:[115,116],show_parameter_stats_period:[111,115,116,118],shown:[4,26,41,45,70,73,95,98,101,105,110],shrink:98,shrink_rnn_memori:18,shrunk:44,shuffl:[9,41,109],sid:110,side:[4,25,41,45,59,72,101,107],sig:110,sigint:108,sigmod:84,sigmod_op:84,sigmod_output:84,sigmoid:[4,19,29,84,87,98],sigmoidactiv:5,sign:[47,63,110],signal:108,signatur:110,signific:105,similar:[4,18,29,40,41,43,46,50,68,71,73,77,78,80,85,86,87,99,104,110,124],similarli:[4,9,50,59,99],simpl:[1,3,4,5,9,10,18,20,25,40,43,49,51,54,55,59,67,71,74,80,82,84,87,105,109,116],simple_attent:95,simple_gru:95,simple_lstm:4,simple_rnn:[4,95],simple_transform:11,simpler:72,simplest:110,simpli:[4,11,26,36,41,90,93,95,105],simplifi:[26,68,76,84,98,111],simul:[50,121],simultan:110,sinc:[4,5,31,35,37,38,41,42,50,57,59,62,66,71,76,77,79,80,87,101,105,109,110,121,124],sincer:97,singl:[3,5,9,18,28,31,41,43,45,49,58,70,78,82,89,93,98,104,107,111],singleton:[40,42],sinlg:25,sit:41,site:[30,104,110],situat:[28,75,86],size:[3,4,5,9,10,11,18,19,25,31,33,34,36,41,49,53,59,63,68,71,76,77,83,84,85,87,90,93,95,98,99,101,106,109,116,120,121,122],size_a:4,size_b:4,size_in_byt:62,size_t:[34,85,87,98],sizeof:29,skip:[28,77,97,108,110],slice:[18,40],sliceproject:4,slide:[4,6,10,31],slight:50,slightli:53,slope:[4,18],slopeinterceptlay:4,slow:105,slowli:[96,104],small:[4,10,18,27,40,51,53,61,68,97,98,116],small_messag:[115,116],smaller:[18,27,31,49,68,97],smart:82,smooth:4,snap:111,snapdragon:49,snapshot:[32,38,110],snippet:[52,69,95,98,105,110],sock:39,sock_recv_buf_s:[115,116],sock_send_buf_s:[115,116],socket:116,soft:18,soft_label:18,softmax:[4,5,18,26,29,41,43,50,55,56,68,74,95,98],softmax_param_attr:5,softmax_selfnorm_alpha:4,softmaxoutput:55,softrelu:18,softwar:[49,73,105,124],solid:53,solut:[70,124],solv:[26,28,59,78],some:[2,4,9,11,25,26,28,29,30,34,35,36,38,39,41,43,44,49,51,52,53,54,58,59,62,66,67,68,69,74,75,76,77,78,79,82,85,86,87,97,98,99,100,101,105,107,110,115,116,118,120,121,122,124],some_c_api_funct:65,some_inst:65,some_op:[57,67,87],some_python_class:64,somecppclass:64,somedata:25,somegotyp:64,someth:[28,34,76,96,97,104],sometim:[4,73,77,96,105],somewhat:36,somewher:82,soon:31,sophist:98,sort:[4,10,18,87,104,110,116],sort_by_length:87,sourc:[4,10,27,30,48,50,53,61,63,65,68,77,78,95,96,104,107,110,111,121],source_dict_dim:[68,95],source_dict_s:68,source_language_word:[68,95],space:[3,4,43,49,76,80,95,96,105],space_seperated_tokens_from_dictionary_according_to_seq:3,space_seperated_tokens_from_dictionary_according_to_sub_seq:3,span:73,spars:[2,4,6,9,18,34,98,101,107,110,116],sparse_binary_vector:9,sparse_binary_vector_sequ:9,sparse_float_vector:9,sparse_float_vector_sequ:9,sparse_non_value_slot:9,sparse_remot:34,sparse_upd:[2,34],sparse_value_slot:9,sparseparam:98,sparseprefetchrowcpumatrix:98,spatial:4,spatial_scal:4,speak:95,spec:[110,111],specfii:116,special:[4,18,28,36,41,49,51,57,66,68,69,99],specialvartypeinfer:57,specif:[18,19,25,28,30,31,41,44,48,51,68,78,82,85,96,99,109,118,120],specifi:[3,4,14,18,26,27,34,35,36,39,40,41,42,44,45,46,48,53,63,73,76,82,84,87,90,95,96,97,98,101,102,104,110,116,120,121],speech:4,speed:[4,5,49,63,70,71,89,124],speedup:73,sphinx:[64,102],split:[4,9,19,38,40,42,50,56,68,78,87,107,110,118],split_count:[107,110],spread:28,sqrt:16,sqrt_x:18,squar:[4,6,7,55],square_error_cost:[106,109],srand:116,src:[30,62,107],src_backward:95,src_embed:[68,95],src_forward:95,src_primitive_desc:62,src_word_id:[68,95],src_word_vec:68,sreializ:88,srl:10,ssd:4,ssh:[110,111,112,122],ssh_server:108,sstabl:26,stabil:[4,27,59,99],stabl:[81,110],stack:[18,46,78,87,110],stackexchang:4,stage:[30,37,42,53,59,62,88,108,120],stale:31,stamp:105,standalon:120,standard:[2,9,16,18,50,78,80,92,96,104],stanford:[10,27,111],star:30,start:[4,5,18,25,28,30,31,34,35,36,38,39,41,42,68,70,72,73,89,90,92,95,96,104,105,108,112,116,119],start_mpi_train:112,start_op_idx:28,start_pass:[115,116],start_po:4,start_pserv:116,startup:[18,31,39,50,110],startup_program:[14,18,20],stat:[105,116],state:[4,5,14,18,20,29,31,45,46,67,68,73,82,87,95,100,111,116],state_act:[4,5],statem:59,statement:[50,54,59,98,110],static_cast:[62,101],staticinput:[4,95],statist:[4,14,16,45,73,116],statset:105,statu:[39,68,105,110,111],status:111,std:[25,30,34,55,57,58,62,64,65,73,75,78,79,82,84,85,98,99,101,116],stdbuf:107,stderr:108,stdout:[9,108],step1:18,step:[4,5,7,18,20,27,29,31,36,41,43,45,50,53,54,60,68,71,72,76,78,84,87,89,90,95,97,98,104,105,107,110,111,112,120,122,124],step_gradi:28,step_id:87,step_input:87,step_net:29,step_output:87,step_scop:78,stepnet:[29,67,78,82],still:[28,35,38,41,50,59,79,92,101],stirng:76,stmt1482205552000:110,stmt1482205746000:110,stochast:[6,31,35,38,71,107],stop:[4,76,96,108,111,116],stop_gradi:[18,76],storag:[47,49,107,110,111],store:[3,4,10,18,25,27,29,30,34,46,55,57,63,66,68,72,74,76,78,79,80,82,87,98,99,101,102,107,110,111,112,116,121,122],str:[11,14,18,25,28,39,87,118],straight:[74,77,83],straightforward:62,strategi:[7,31,76,116],stream:[9,41,62,73,85,100],stream_:85,streamid:22,street:4,strict:[77,107],stride:[4,5,18,62,66],stride_h:18,stride_i:4,stride_w:18,stride_x:4,string:[3,4,9,11,18,22,25,28,29,35,48,55,58,63,73,74,75,76,78,79,82,83,84,88,98,99,110,116],strip:104,strongli:107,struct:[35,36,47,49,57,58,65,66,73,79,84,86,100],structur:[28,29,35,50,53,63,68,74,76,78,83,108,110],sts:110,stuff:97,style:[4,78,84,89],sub:[3,4,9,18,26,28,38,40,43,53,59,67,70,72,76,95,98,120],sub_block:28,sub_nest_seq:4,sub_sequ:4,subclass:[20,76],subcommand:48,subgradi:6,subgraph:[43,53],submiss:41,submit:[62,78,102,107,110,115,116],subnet0:110,subnet:[26,110],subobjectpath:111,subscript:18,subsequ:[4,70],subsequenceinput:4,subset:[18,98],succ:59,succeed:[35,111],success:[4,36,110,111],successfulcr:111,successfulli:99,successor:116,sucess:59,sucessor:59,sudo:[96,110],suffer:27,suffici:116,suffix:[14,39,92,107],suggest:[4,30,97,105],suit:124,suitabl:[83,116],sum:[4,6,19,28,29,32,42,57,76,95,98],sum_op:28,sum_x:18,sume:18,summar:[53,73],summari:73,summat:18,sumopgradmak:79,sun:16,supercomput:59,suppli:[18,83],support:[2,3,4,6,7,9,11,18,19,27,29,31,38,39,40,41,43,50,52,53,59,62,63,66,68,71,72,73,75,77,78,79,80,83,86,89,90,92,93,95,96,98,99,101,102,105,107,110,116,120,121,122,124],support_inplac:59,suppos:[5,18,19,30,40,52,83,98],suppress:[4,48],sure:[18,89,96,98,104,109,110],surpass:[4,16],sutibal:85,svs:84,swagger:47,swig:[37,64,65,89,120,121],switchop:29,sychron:70,symbol:[4,29,55,65,92],symbols_ready_:29,symbolt:[29,78],symlink:97,sync:[31,71,80,116],sync_with_cpp:104,syncflag:98,synchron:[31,35,62,70,73,107,110,116],syntax:[40,46,50,68,77],sysroot:120,system:[29,30,31,36,38,41,43,47,52,53,59,61,89,90,92,99,102,104,107,111,120],t_max:18,t_min:18,tab:92,tabl:[3,4,18,29,40,50,57,63,83,88,121],tablelookup:83,tablelookupgrad:83,tablelookupop:83,tableproject:4,tag:[3,10,81,90,95,107],tagtyp:3,tail:68,take:[3,4,5,9,18,25,26,28,29,30,31,38,40,41,44,46,49,51,53,54,56,57,59,62,66,71,74,75,76,77,78,79,85,86,87,89,95,96,97,98,99,100,104,105,107,109,110,111],taken:[4,44,55,59,66,87],talk:[36,51,122],tangl:104,tanh:[4,5,53,68,95,98],tanhactiv:5,tanhshrink:18,tar:[11,25,110],tarbal:110,target:[4,10,18,20,25,28,29,30,44,46,53,55,69,75,78,89,95,99,120,121,122],target_block:[28,44],target_dict_dim:95,target_dict_s:68,target_dictionary_dim:4,target_language_embed:4,target_language_word:95,target_link_librari:30,target_word:68,targetinlink:4,task:[3,4,41,63,68,73,84,95,109,118],task_queu:35,taskentri:35,taskqueu:35,tbd:[37,62],tcp:[110,116],tear:105,technic:[28,31,109],techniqu:[59,95,98,104],technolog:[50,96],tee:111,tell:[31,35,36,68,84,90,105,120],templat:[52,62,84,85,99,100,101,111,124],tempor:[4,18],temporari:[14,28,39,46,59,71,76],tempori:59,ten:96,tensor:[18,19,27,30,40,42,43,49,50,51,53,55,57,58,62,63,66,67,68,83,87,88,99,106],tensor_arrai:40,tensor_array_read:87,tensor_array_s:87,tensor_array_stack:87,tensor_array_unstack:87,tensor_array_writ:87,tensor_data:63,tensor_in:86,tensor_s:27,tensor_test:30,tensor_to_check:27,tensorarrai:42,tensorarraydesc:87,tensordesc:[63,83],tensorflow:[29,40,41,43,50,53,56,80,87,101],term:[4,5,18,31,79,80],termin:111,terminolog:59,tessorarrai:87,test100:10,test10:10,test1:33,test:[4,9,10,11,25,26,27,30,55,65,71,77,81,93,96,101,105,106,107,112,115],test_:99,test_all_data_in_one_period:111,test_check_grad_ingore_i:99,test_check_grad_ingore_x:99,test_check_grad_norm:99,test_check_output:99,test_data_dir:107,test_fcgrad:98,test_gpuprofil:105,test_layergrad:98,test_mkldnn:61,test_mklpack:60,test_mul_op:[89,99],test_norm:99,test_pass:[115,116,118],test_period:[115,116,118],test_recurrent_op:97,test_wait:[115,116],testa:26,testb:26,testbilinearfwdbwd:105,testcas:99,testconfig:98,testfcgrad:98,testfclay:98,testlayergrad:98,testmodel_list:115,testmulop:99,testq:26,testresult:25,testsave_dir:115,testutil:98,text1:48,text:[3,5,9,18,26,63,67,73,110],text_fil:9,tflop:105,tftp:124,tgz:[10,92],than:[2,3,4,5,18,28,31,39,40,44,50,51,52,53,76,78,80,87,89,95,96,98,107,109,110,120,124],the_step:50,theano:50,thehalf:18,thei:[4,14,16,18,23,26,28,30,31,36,38,40,43,44,48,50,53,54,58,59,68,69,73,76,78,84,87,88,95,96,97,98,99,101,105,107,109,110,115],them:[3,4,5,11,18,26,27,28,30,31,34,39,43,44,50,51,52,57,58,59,68,76,77,78,79,82,83,84,86,87,88,96,97,99,102,105,109,110,115,116],themselv:[28,30],theori:[50,105],therefor:[28,59,71],therein:[4,18,29],theta:53,theta_d:53,theta_g:53,thi:[2,3,4,5,6,9,10,11,14,16,17,18,19,20,22,23,25,26,27,28,29,30,31,34,35,36,37,38,39,40,41,42,43,44,45,46,49,50,51,52,53,54,55,58,59,62,66,67,68,69,70,71,72,73,74,76,77,78,79,80,83,84,85,86,87,90,92,93,95,96,97,98,99,100,101,102,104,105,106,107,109,110,111,116,118,120,121,122,124],thin:57,thing:[41,53,78,85,105],think:[26,30,109],third:[4,31,55,99,104,105,120,121,122],third_parti:[4,61,120,121,122],thirt:96,those:[4,29,30,31,52,54,55,56,74,120],though:[87,124],thought:[30,105],thread:[40,42,73,98,104,105,116,118],thread_count:42,thread_id:73,thread_id_:73,thread_local_rand_use_global_se:[115,116],thread_pool:42,threadblocks:22,threadid:118,threadloc:105,threadpool:40,three:[3,4,18,27,28,31,45,49,50,51,54,62,68,69,72,73,74,77,85,116,120],threshold:[2,3,4,18,31,35,44,97,116],thresholdedrelu:18,through:[4,19,28,30,31,35,37,45,59,69,71,95,98,99,102,105,106,107,121],throughout:46,throughput:[105,107],thrust:78,thu:[4,18,38,45,55,59,98,110],tier:111,time:[4,5,7,9,18,25,26,27,30,31,35,38,41,43,44,50,52,57,59,60,66,67,68,70,73,76,77,78,79,83,84,87,88,89,95,96,101,104,105,111,116,118,124],timelin:[4,73,78,105],timeo:110,timeout:[31,35],timeout_sec:9,timestamp:[4,32],timestep:[4,82],tip:[120,121],titan:59,titl:10,tls:47,tmp:76,to_chw:11,to_no_sequ:4,to_sequ:4,to_tar:25,todo:[3,9,10,29,31,35,38,68,84],toend:4,togeth:[4,5,9,25,28,87,95,109],token:[3,4,18,26,95],toler:[25,27,89,99],too:[10,27,40,44,62,86,87],took:124,tool:[73,89,92,95,96,104,109,110,120,122],toolchain:[104,120,121],top:[3,18,25,67,68,99],top_k:[3,18,68],top_level_rnn:67,topic:62,topk_generated_scor:68,topk_id:68,topk_indic:18,topk_out:18,topk_scor:68,toplevel:96,topolog:[26,31,41,55,59,63,72],topoloi:55,topolopi:25,torch:[29,50],toronto:10,total:[18,25,31,43,45,70,73,77,104,105,107,111,124],total_pass:77,tottim:104,toward:50,trace:[29,51,53],track:[31,35,55,76],tractabl:4,tradit:[4,29,49],traffic:41,trail:9,train100:10,train10:10,train:[0,2,3,4,9,10,11,16,28,29,33,35,36,38,40,44,45,46,50,51,53,54,59,60,63,70,71,72,73,74,75,76,78,80,83,85,88,95,98,103,105,113,114,115,121],train_config_dir:110,train_data:107,train_data_dir:107,train_id:110,train_list:107,train_loop:50,train_read:[41,109],trainabl:[4,63,76],traindot_period:115,trainer:[26,32,33,34,35,37,41,43,51,60,61,71,72,78,98,108,109,116,118],trainer_config:[110,111],trainer_config_help:98,trainer_count:[93,107,110,111,115,116,118],trainer_cpu:39,trainer_cr:39,trainer_gpu:39,trainer_id:[107,110,116],trainer_intern:34,trainer_mem:39,trainer_packag:39,trainer_prog:41,trainerid:38,training_rol:109,trainingjob:41,trainingtest_period:115,trainonebatch:34,tran:[62,98,116],trans_var:86,transact:[31,35],transfer:[59,73],transform:[4,5,11,18,78,95,98,101],transform_param_attr:5,transformed_st:5,translat:[4,5,59],translation_id:68,translation_scor:68,transpar:[68,108],transpil:[40,109],transport:116,transpos:[4,11,98],transpose_i:18,transpose_x:18,transposedfullmatrixproject:4,travers:[28,54,59],travi:97,treat:[4,18,29,36,59],treatment:[36,49],tree:[4,29,40,46,50,76,106,116,122],trg_dic_siz:68,trg_embed:[68,95],trick:68,tricki:64,trigger:[38,72],trim:4,trivial:[68,87],true_block:[29,56,74],true_imag:77,true_label:77,true_neg:45,true_posit:45,true_read:77,truth:[3,4,18],tune:[2,103,104],tuninglog_barrier_abstract:115,tupl:[4,5,9,10,11,14,18,19,25,28,76,77],ture:4,turn:[4,18,76,77,90],tutori:[89,90,95,98,99,104,105,110,112,113,114,121],twice:[43,53,109],twine:81,two:[3,4,5,18,19,26,28,36,37,38,39,40,41,45,48,49,50,51,53,54,57,59,63,66,68,71,73,74,77,78,79,80,82,83,84,86,87,88,89,95,99,101,105,108,110,118,120,122],txt:[30,39,48,60,61,98,102,107,110,112],type:[3,4,5,7,9,10,11,14,18,19,20,25,26,28,29,31,34,35,38,39,41,47,48,49,51,57,58,62,63,64,65,67,68,74,75,76,77,78,79,80,83,84,85,86,88,93,95,96,98,100,101,107,110,111,116,118,121],type_nam:84,typedef:[36,49,64,65,66,85,100],typeerror:44,typeid:84,typenam:[52,84,85,99,100,101],typic:[3,41,105,121],ubuntu:[81,92,93,104],ubyt:77,uci:10,uci_h:[93,109],ufldl:[4,18],uid:111,uint16_t:49,uint32:[47,63],uint32_t:73,uint64:[63,64],uint64_t:64,unawar:36,unbalanc:116,unbound:[59,95],unclear:38,uncreat:28,under:[30,35,43,70,86,89,90,101,102,107,108,110],underli:[18,68],understand:[16,50,76,104,105,124],understand_senti:95,undeterminist:105,unidirect:4,unifi:[46,55,83,97],uniform:[2,4,9,16,33,53,76,77,116],uniform_random:76,uniniti:28,uninstal:89,uniqu:[26,29,31,38,39,62,66,76,82,99,107,109,110,116],unique_nam:76,unique_name_gener:76,unique_ptr:[79,82,85,98],unit:[4,5,18,19,30,71,73,80,85,89,95,96,101],unittest:[65,97,99],unittestcheckgrad_ep:115,unk:[83,88],unknown:[4,18],unless:18,unlik:[4,18,68,99],unnecessari:[28,97],unordered_map:82,unpack:87,unrol:67,unseen:80,unseg:4,unsign:[36,49],unstack:87,unstack_from:87,unsupervis:53,unsupport:99,until:[31,36,42,43,50,59,82,109,110],unzip:120,updat:[2,4,6,18,20,28,31,35,36,41,47,49,53,67,68,69,70,71,72,82,87,92,98,104,107,116,118],update_equ:25,update_hook:2,update_memori:29,update_op:69,updatecallback:98,updatestack:110,upgrad:[70,89,92],upload:[31,39,47,81,107],upon:31,upper:4,upstream:97,uri:110,url:[9,10,97],usag:[3,4,5,11,18,25,49,56,59,72,76,99,105,107,121],use:[2,3,4,5,7,9,10,11,16,18,20,23,25,26,27,29,30,31,37,41,42,43,46,49,53,55,57,58,59,62,66,68,69,70,72,73,76,82,83,84,86,87,88,89,90,92,93,95,96,97,98,99,100,102,104,105,107,110,111,116,118,120,121,122],use_cpu:58,use_cudnn:[18,19,58],use_eigen_bla:120,use_eigen_for_bla:[120,121],use_etcd:25,use_global_stat:4,use_gpu:[93,107,111,115,116,118],use_mkl_pack:60,use_mkldnn:[4,58,61],use_nesterov:20,use_old_updat:[34,115,116],use_peephol:18,use_sparse_remote_updat:34,used:[3,4,5,6,7,9,10,11,16,18,22,25,26,27,29,30,31,37,38,41,44,46,49,50,53,55,59,67,68,71,72,73,76,77,78,80,82,84,85,86,87,89,92,95,96,98,99,101,104,105,110,115,116,118,120,121,122],useful:[4,5,27,49,59,76,82,86,95,98,118,120],usegpu:98,user:[2,4,5,9,10,11,14,16,18,20,22,23,25,26,27,28,29,30,33,35,38,39,40,41,42,43,44,45,46,48,52,53,54,55,57,58,62,66,68,69,70,71,73,76,77,78,79,80,82,84,85,86,87,90,97,100,102,104,107,110,115,116,120,124],user_info:10,user_nam:33,usercert:33,userinfo:10,userkei:33,usernam:33,uses:[4,31,38,40,41,49,59,66,67,68,72,73,85,86,89,92,95,96,97,98,101,102,107,110,116,120],using:[2,4,5,9,18,25,26,28,29,30,31,35,36,38,39,41,46,48,49,50,52,53,55,57,59,67,69,71,74,76,77,79,80,82,84,85,89,90,91,92,93,95,97,98,99,100,101,102,105,107,110,111,112,116,118,120,122],usr:[89,90,107,110,116],usual:[4,18,25,28,39,59,66,73,74,80,85,97,99,104,105,110,116,118],util:[41,60,61,70,95,98,99,100,105,124],uuid:[32,38],v7a:120,v8a:120,val:28,valid:[4,11,18,77,78,82,99,110,121],valu:[2,3,4,7,9,10,11,16,18,19,22,25,27,28,29,31,40,44,45,55,56,59,61,63,67,68,69,71,72,74,78,82,83,84,87,88,95,98,99,100,109,110,116,118,120,121],value1:116,value2:116,value_:83,value_evalu:3,value_rang:9,valueerror:[18,55],values_:87,vanilla:95,var_nam:[28,86],var_recurs:44,varabl:43,vardesc:[29,54,74,76,78,83],vardescbuild:29,vari:[105,110],variabl:[6,9,10,14,16,17,18,19,20,26,27,29,40,41,43,44,45,46,51,53,54,55,56,57,66,67,68,69,71,74,75,79,80,83,84,86,87,98,99,100,104,106,107,110,111,120,121],variablenamemap:99,varialbl:53,varianc:4,variant:[4,57,66,85,87,100],varibal:28,varibl:55,varienc:87,varient:87,variou:[29,49,59,80,120],varproto:84,vars_:[29,82],vartyp:[18,83,88],vartypeinfer:57,vec1:4,vec2:4,veclib:121,vecter:18,vector:[4,5,9,10,18,26,29,34,36,55,56,62,67,68,73,76,78,79,83,87,95,98,101],vectorenable_parallel_vector:115,veloc:20,vendor:30,verb:10,verbos:[48,97],veri:[4,7,30,35,40,43,46,50,52,53,59,62,68,72,77,80,82,85,87,95,104,105,108],verifi:[29,98,121],version:[4,5,28,30,39,41,44,48,51,53,55,56,63,68,81,89,90,93,96,98,104,105,107,109,110,111,115,116,120,121,122],versu:26,vertic:4,vgg:[5,19],via:[18,28,31,66,91,97,105,109,110,121,124],view:[4,63,66],vim:90,viriabl:107,virtual:[44,57,58,79,85,96,100],virtualenv:96,visibl:[38,82],visit:[25,28],visual:[4,68,105],vlog:[34,97],voila:93,volum:[102,111],volumemount:[110,111],volumn:110,vutbr:10,w_f:18,wai:[3,5,18,26,28,36,38,46,50,58,59,68,71,76,77,80,87,95,96,97,98,118],wait:[31,36,42,100,107,109,116],walk:121,wangkuiyi:30,want:[4,26,39,40,45,53,58,66,71,73,75,77,80,82,85,86,87,89,90,96,97,98,102,104,107,116,118,120,122],warn:[25,48],warp:[4,105],warpctc:4,wast:70,watch:31,wbia:110,web:[102,104],websit:102,weight:[3,4,5,6,16,18,19,23,60,63,80,95,98,116,118],weight_act:5,weightlist:98,weights_:98,weights_primitive_desc:62,weights_t:98,welcom:30,well:[18,28,39,41,50,52,53,80,83,98,109,110,116],were:[3,30,50],west:110,wget:120,wgt:62,what:[2,4,30,50,53,68,76,84,86,99,104,124],whatev:[96,107],wheel:92,when:[2,3,4,6,9,14,18,25,27,28,29,30,31,34,35,36,39,40,41,43,44,45,46,48,49,50,51,55,68,70,71,72,73,74,76,78,85,87,89,91,95,96,97,98,99,101,102,104,105,107,110,111,116,118,120,121,124],whenev:[18,76,97],where:[4,5,6,16,18,19,26,28,29,31,38,40,41,50,51,54,66,67,68,71,74,78,80,85,87,95,98,99,104,105,106,116,118],wherea:[18,29,35,52,56,85,88],whether:[3,4,11,17,18,25,27,28,29,46,73,77,83,87,89,90,98,99,116,121],which:[2,3,4,5,9,10,11,18,19,25,26,27,28,29,30,31,33,35,36,38,39,40,41,42,44,46,49,50,51,52,53,55,57,59,62,63,66,67,68,69,70,72,74,75,76,77,78,79,82,83,84,86,87,88,89,92,95,96,97,98,99,100,101,104,105,107,108,109,110,116,118,120,121,124],while_grad:59,while_loop:[68,87],while_op:28,whileloop:87,whileop:29,whl:89,who:[28,52,54,70,76,97],whoever:36,whole:[3,9,28,53,56,59,64,65,67,70,75,84,97,107,110,111,124],whose:[4,9,18,27,28,31,38,44,67,78,79,84,87,95],why:[5,27,65,96],wide:[30,44,53,92,108,112],width:[3,4,9,11,18,34,64,77,98,99],wiki:[4,30],wikipedia:[4,10],window:[4,7,10,71,90,96,120],wirt:55,wise:[4,11,18,43,78,101],wish:[89,92,102,107,109],with_avx:[89,90,107,120,121],with_bia:84,with_c_api:[89,120,121,122],with_doc:89,with_doubl:[89,98,107],with_dso:89,with_golang:[89,120],with_gpu:[89,96,107,120,121],with_mkl:[60,61,89,120],with_mkldnn:61,with_mklml:61,with_profil:105,with_python:[89,107,120,121],with_rdma:[107,120,121],with_style_check:[89,97],with_swig_pi:[89,120,121],with_test:[89,99],with_tim:[105,107],within:[4,35,41,50,121],without:[3,4,20,28,31,36,73,76,77,78,99,104,107,112],wloop:87,wmt14:95,wmt_shrinked_data:10,won:[105,107],word2vec:[39,107],word:[3,4,10,28,43,54,57,59,67,68,78,84,87,95,100,107,118],word_dict:[107,112],word_idx:10,word_vector_dim:[4,68,95],words_freq_sort:10,work:[4,9,18,26,29,30,31,41,46,49,50,58,69,71,73,76,90,95,96,97,98,102,104,105,107,109,110,111,116,124],worker:[43,88,110],workercount:110,workflow:[78,110],workspac:[97,107,108,116],world:107,worth:106,would:[25,29,30,31,38,41,42,43,50,52,53,54,62,69,71,72,76,77,83,87,90,96,97,104,110,120,124],wouldn:[50,54],wrap:[50,52,53,70,124],wrapper:[5,30,52,70,71,79,87,105],write:[9,18,26,31,38,40,41,43,49,50,51,52,55,57,62,69,71,76,77,78,79,85,87,96,103,107,110],write_lock:32,write_to_arrai:59,writer:[26,76],written:[18,22,28,29,40,46,53,63,71,78,79,83,89,90,99,101,104,108],wrong:77,wrote:[43,55],wsize:110,www:[10,18],x64:[120,122],x86:121,x86_64:[120,121],x_first_step:18,x_last_step:18,x_neg:27,x_num_col_dim:18,x_po:27,x_reshap:18,x_t:18,x_t_data:18,x_transpos:18,xarg:[3,90,98,112],xavier:16,xavieriniti:18,xcode:121,xcodebuild:121,xeon:100,xgbe0:116,xgbe1:116,xiangyu:16,xmap_read:9,xpu:50,xrang:[27,50,53,73,77,93,98],xx_layer:58,xxx:[26,87],xxxx:32,xxxxxxxxx:110,xxxxxxxxxx:110,xxxxxxxxxxxxx:110,xxxxxxxxxxxxxxxxxxx:110,y_dim:53,y_neg:27,y_num_col_dim:18,y_po:27,y_predict:[18,93,106,109],yaml:[30,108,110,112,124],yancey1989:39,yann:10,yapf:97,year:50,yeild:25,yep:[73,104],yet:[50,124],yield:[9,26,33,77],yoshua:16,you:[2,4,5,9,19,25,27,39,41,49,82,89,90,91,92,93,95,96,97,98,99,100,102,104,105,107,108,109,110,112,116,118,120,121,122,124],your:[4,9,25,26,30,34,39,48,78,89,91,92,96,97,98,102,105,107,108,109,110,118,120,121,122,124],your_access_key_id:110,your_secrete_access_kei:110,your_source_root:65,yourself:89,yuang:50,yuyang18:[9,10],yuyang:104,z_dim:53,z_size:53,zero:[2,4,5,6,9,10,14,27,28,31,53,68,72,76,83,98,110,116],zhang:16,zip:[10,76,120],zone:110,zxvf:110},titles:["API","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","IO","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Backward Building","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","Design Doc: Concurrent Programming with Fluid","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","Design Doc: Parameter Server","Error Clip","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","PaddlePaddle Fluid: Towards a Compiled Programming Language","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","Design Doc: InferVarType","Problem","Memory Optimization","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Introduction","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","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 Doc: Supporting new Device/Library","Background","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build using Docker","Contribute Code","Write New Layers","How to write a new operator","Add Kernels for a New Device","How to use Eigen in Paddle","Contribute Documentation","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Fluid Source Code Overview","Distributed Training","Cluster Training Using Fabric","Fluid Distributed Training","Distributed PaddlePaddle Training on AWS with Kubernetes","PaddlePaddle On Kubernetes","Cluster Training Using OpenMPI","&lt;no title&gt;","&lt;no title&gt;","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","PaddlePaddle Documentation","Build PaddlePaddle for Android","Build PaddlePaddle for iOS","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":33,"\u4e0d\u4f7f\u7528":64,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":64,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":64,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":64,"\u4ec5\u4ec5\u4f7f\u7528void":64,"\u4ece\u5feb\u7167\u6062\u590d":32,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":64,"\u4f7f\u7528\u8f6c\u6362\u5e93":33,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":65,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":47,"\u5206\u652f\u89c4\u8303":81,"\u52a0\u901f\u6267\u884c":32,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":64,"\u52a8\u6001\u6269\u5bb9":32,"\u539f\u56e0":64,"\u539f\u56e0\u5217\u8868":64,"\u53c2\u8003\u6587\u6863":47,"\u53d1\u5e03docker\u955c\u50cf":81,"\u53d1\u5e03wheel\u5305\u5230pypi":81,"\u540d\u8bcd\u89e3\u91ca":47,"\u57fa\u672c\u8981\u6c42":64,"\u5b9e\u73b0":64,"\u5b9e\u73b0\u65b9\u5f0f":65,"\u5bfc\u51fac":64,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":32,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":64,"\u63a8\u6d4b\u6267\u884c":32,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":33,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":47,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":33,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":33,"\u6587\u4ef6\u9884\u5904\u7406":33,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":65,"\u672f\u8bed":32,"\u67b6\u6784\u56fe":47,"\u6846\u67b6\u751f\u6210":47,"\u6982\u5ff5\u89e3\u91ca":33,"\u6a21\u5757":47,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":32,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":65,"\u6d41\u7a0b\u4ecb\u7ecd":33,"\u751f\u6210sparse\u6587\u4ef6":47,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":47,"\u76ee\u5f55\u7ed3\u6784":65,"\u76ee\u6807":47,"\u793a\u4f8b\u7a0b\u5e8f":33,"\u7b26\u53f7":64,"\u7c7b":64,"\u7f16\u8bd1\u9009\u9879":65,"\u7f29\u5bb9":32,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":64,"\u80cc\u666f":64,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":47,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":33,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":33,"\u8f6c\u6362\u5e93":33,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":64,"\u8fdb\u884c\u8bad\u7ec3":33,"abstract":[41,42,43,70,124],"book\u4e2d\u6240\u6709\u7ae0\u8282":81,"case":[28,118],"class":[53,72,76,98],"filemanager\u8bbe\u8ba1\u6587\u6863":47,"final":58,"function":[30,52,53,76],"new":[85,98,99,100],"paddle\u52a8\u6001\u5e93\u4e2d":64,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":64,"paddlepaddle\u53d1\u884c\u89c4\u8303":81,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":81,"return":[76,77],"switch":[62,85],"tensor\u5230eigentensor\u7684\u8f6c\u6362":101,AWS:110,Abs:1,DNS:110,E2E:109,EFS:110,For:[30,111],KMS:110,Not:96,The:[29,36,40,46,50,53,54,56,57,66,69,72,78,79,122],Use:[29,74,102,107,111,118],Using:[30,36,92,108,112,120],With:39,about:53,abs:18,absolut:68,access:110,account:110,accuraci:18,action:[60,61],activ:[1,4,61],adadelta:6,adagrad:6,adagradoptim:20,adam:6,adamax:6,adamaxoptim:20,adamoptim:20,add:[59,62,100,110],address:110,addto:4,advanc:85,aggreg:4,aggregatelevel:4,alalysi:34,algorithm:[27,31,41,67,75],all:[82,87],analog:40,analysi:[41,59],android:120,api:[0,41,60,61,65,69,71,76,80,84],appendix:124,approach:105,arbitrari:50,architectur:[41,73,95],argument:[48,77,107,115,118,120,122],arrai:27,array_length:18,array_read:18,array_to_lod_tensor:18,array_writ:18,asset:110,assign:18,associ:[82,110],assumpt:124,async:116,attent:95,attribut:[2,59,80],auc:3,auto:27,averag:71,avg:7,aws:110,backgraound:27,background:[43,60,85,86,87,88,99,100],backward:[28,50,54,78,99],base:[39,68],basepool:7,basic:[59,85,124],batch:77,batch_norm:[4,18],batch_siz:77,beam:68,beam_search:4,beam_search_decod:18,benchmark:[60,61],benefit:[43,78],between:[26,76,78,84,85],bidirectional_gru:5,bidirectional_lstm:5,bilinear_interp:4,binari:29,bind:99,bla:89,block:[29,51,53,54,74,76,78],block_expand:4,blockdesc:74,book:90,bool:89,bootstrap:124,bottleneck:104,brelu:[1,18],bring:124,bucket:110,build:[28,53,78,89,91,96,102,111,120,121,122],built:105,can:82,capi:65,capi_priv:65,cast:18,ceil:18,challeng:[28,43,75],chang:68,check:[4,27,98,108],checker:27,checkpoint:[31,32,38],choic:58,choos:[30,110],chunk:3,cifar:10,classif:3,classification_error:3,classification_error_print:3,client:36,clip:[4,44],close:27,cloudform:110,cluster:[37,107,108,109,110,112,118,124],cmake:[30,60,61,122],code:[39,51,76,97,104,106],column_sum:3,command:[107,117,118],commit:111,common:116,commun:116,compar:124,comparis:76,compat:50,compil:[29,49,51,74,78,89,99,106,120,121,122],complet:50,compos:77,comput:[29,54,62,78,80,101],con:124,concat:[4,18],concept:[76,78,110],concern:61,conclus:[38,55,124],concurr:40,condit:53,config:118,configur:[24,95,103,110,121],conll05:10,connect:4,constantiniti:16,construct:54,contain:[90,111],content:[60,61,65,105,110],context:100,context_project:4,contribut:[97,102],control:[59,78],contruct:59,conv2d:18,conv2d_transpos:18,conv:4,conv_oper:4,conv_project:4,conv_shift:4,convert:38,core:[27,76,110],corner:28,cos_sim:[4,18],cost:4,cpu:[42,118],creat:[28,77,78,82,110,111],create_arrai:18,creation:[35,71,80],creator:77,credenti:110,crf:4,crf_decod:4,cross:[120,121,122],cross_channel_norm:4,cross_entropi:18,cross_entropy_cost:4,cross_entropy_with_selfnorm_cost:4,ctc:4,ctc_error:3,ctc_greedy_decod:18,cuda:[49,89],cudnn:89,cudnnavg:7,cudnnmax:7,current:[49,79],custom:77,data:[4,8,9,18,31,41,77,86,110,111],datafeed:[9,13],dataflow:59,dataprovid:116,dataset:[8,10,31,35,107],datatyp:[9,66],decayedadagrad:6,decayedadagradoptim:20,decod:68,decor:77,deep:[29,50],defin:[99,110],definit:88,delet:110,demo:[53,109,110],dens:38,dep:92,depend:[53,89,92],deploi:39,deriv:98,describ:[50,69],descript:[48,78,116],design:[26,27,29,31,35,36,37,38,40,41,42,43,45,46,49,50,52,53,54,57,60,61,62,63,66,67,68,69,70,72,74,76,77,78,79,82,83,85,87],destroi:[82,110],detail:[34,116],detect:[3,4],detection_map:3,detection_output:4,develop:[78,96,103],devic:[85,100,118],devicecontext:85,dictionari:77,differ:[78,85,107,118],directori:110,discrimin:53,discuss:[43,53],dispatch:[31,35],distribut:[26,31,34,39,41,43,107,109,110,116],dnn:61,doc:[26,29,31,35,36,37,38,40,41,42,43,46,49,50,52,54,57,60,61,62,63,66,70,72,74,76,77,78,79,83,85],docker:[39,90,96,111,120],document:[102,119],doe:77,dot_prod:4,dot_product_attent:[5,19],dotmul_oper:4,dotmul_project:4,down:110,download:[110,111],dropout:[4,18],dure:[68,77],dylib:65,dynam:[31,87],dynamic_gru:18,dynamic_lstm:18,dynet:55,each:92,ec2:110,edit_dist:18,eigen:101,elast:110,elect:38,elementwise_add:18,elementwise_div:18,elementwise_mul:18,elementwise_sub:18,els:29,elu:18,embed:[4,18],engin:53,enough:27,entri:77,environ:[39,120],eos:4,equat:98,error:44,evalu:[3,14,45],event:[25,26,73],evolut:50,examin:104,exampl:[26,30,40,56,65],execut:[29,42,50,74,78],executor:[15,46],exp:[1,18],expand:4,expandlevel:4,explain:27,extern:110,fabric:108,factor:4,factorization_machin:4,faq:[91,92],fault:31,file:[29,104,110,111],fill_const:18,fill_constant_batch_size_lik:18,find:110,first_seq:4,float16:49,floor:18,flow:59,fluid:[12,40,50,51,62,70,106,109],format:[29,31,63],forward:[54,99],frame:29,framework:[27,100,101],from:[26,38,84,89,91],full_matrix_project:4,fulli:4,functor:85,futur:50,gan:53,gate:95,gated_unit:4,gener:[51,53,68,95,96,104,124],get:[93,109,111],get_output:4,give:77,global:[74,76],glu:19,gotcha:96,gpu:[90,105,116,118],grad_op:28,gradient:[27,28,36,61,79,98],gradient_print:3,graident:27,graph:[54,55,59,78,80],group:[4,110],gru:[5,116],gru_group:5,gru_step:4,gru_unit:[5,18],grumemori:4,hand:105,handler:[26,64],happen:38,hard_shrink:18,hard_sigmoid:18,hardwar:49,have:109,helper:76,hierarchi:29,high:[69,71,80,84],how:[27,34,71,77,78,85,89,99,101,102,103,105],hsigmoid:4,huber_classification_cost:4,huber_regression_cost:4,iOS:121,iam:110,ident:1,identifi:104,identity_project:4,ifels:56,ifelseop:29,im2sequ:18,imag:[4,5,11,39,90,111,120],imdb:10,img_cmrnorm:4,img_conv:4,img_conv_bn_pool:5,img_conv_group:[5,19],img_pool:4,imikolov:10,implement:[27,28,30,34,42,44,45,49,63,67,70,71,76,77,78,79,80,98,99,100,101],increment:18,infer:[25,120],infershap:[74,83],infervartyp:57,ingredi:26,ingress:47,initi:[16,36,53,110,118],insid:82,inspect:110,instal:[91,92,93,109,110,120,121,122,124],instanc:110,instead:77,integr:[85,110],intel:[60,61],interact:84,interfac:[8,9,11,27,31,36,37,46,69,77,82],intermedi:78,interpol:4,introduc:[68,87,109],introduct:[73,80,107,109],is_paramet:17,isn:77,issu:49,job:[31,39,108,110,111,112],join:4,kei:[60,66,110],kernel:[62,66,78,100],kill:108,kmax_sequence_scor:4,kube:110,kubectl:110,kubernet:[39,110,111],l1decayregular:23,l2_distanc:4,l2_normal:18,l2decayregular:23,lambda_cost:4,languag:[29,51],larg:34,last_seq:4,launch:[90,108,112],layer:[4,18,26,52,60,61,76,98,118],layout:66,leaky_relu:18,learn:[29,50],learnabl:4,less_than:18,leval:84,level:[69,71,80,84],libpaddle_capi_shar:65,libpaddle_capi_whol:65,librari:[36,49,66,78,85,120],limit:41,line:[107,117],linear:1,linear_chain_crf:18,linear_comb:4,linux:[108,120],list:[32,77],live:59,local:[41,82,110,118],lod:68,lod_rank_t:18,lod_tensor_to_arrai:18,lodtensor:[67,68,87],lodtensordesc:88,log:[1,18,97],logic:35,logsigmoid:18,look:104,low:[71,80,84],lstm:[5,116],lstm_step:4,lstm_unit:18,lstmemori:4,lstmemory_group:5,lstmemory_unit:5,machin:[4,68],macro:78,main:53,make:59,manag:[30,107],map:[77,78],master:[31,35,39,40],math:[4,85],mathemat:27,matmul:18,matrix:[61,116],max:7,max_sequence_len:18,maxframe_print:3,maxid:4,maxid_print:3,maxout:4,mean:18,member:53,memori:[4,59,67,85],merge_lod_tensor:18,messag:84,method:68,might:53,migrat:78,mileston:78,mini:77,minibatch:9,misc:4,mix:[4,118],mkl:[60,61],mkldnn:62,mkldnn_helper:62,mkldnndevicecontext:62,mnist:10,mobil:123,model:[24,26,34,36,38,50,53,63,68,94,95,108,118],modifi:111,modul:[78,85,101],momentum:6,momentumoptim:20,more:53,motiv:[28,46,63,70,75],movielen:10,msrainiti:16,mul:18,multi:[42,51],multi_binary_label_cross_entropy_cost:4,multibox_loss:4,multipl:77,multiplex:4,mxnet:55,name:[82,110],nativ:51,nccl:70,nce:4,necess:76,necessari:78,need:[77,96,105],nest:67,net:19,network:[5,78,95,118],neural:95,nlp:[5,116],non:109,norm:[4,80],normaliniti:16,note:27,numer:27,numpi:27,nvprof:105,nvvp:105,object:31,offset:68,ones:18,onli:[77,82],op_mak:78,openmpi:112,oper:[52,56,59,62,66,71,74,76,78,79,83,87,99],opinfomap:78,opkernel:[78,85,99,100],opproto:84,ops:80,optim:[6,20,31,36,54,59,69,76,103],option:[48,89],opwithkernel:78,order:48,org:102,origin:78,orthogon:82,other:61,out_prod:4,outlin:115,output:[4,108,110],overview:[38,44,46,60,61,78,82,106],pack:[60,68],packag:[30,92],pad:4,paddl:[34,70,77,82,101],paddlejob:39,paddlepaddl:[26,29,50,51,60,61,71,74,80,81,89,90,92,102,106,109,110,111,119,120,121,122],pair:110,paradigm:50,parallel_nn:118,paramattr:21,paramet:[2,4,25,26,31,36,37,39,43,61,71,72,76,80,107,109,110,116,117],parameteraverageoptim:71,parent:82,part:54,partit:36,pass:[89,118],path:[38,48],penalti:80,perform:[71,104,105,116],persist:35,pfsclient:[47,48],pfsserver:47,pip:92,place:[59,66,85,100],placement:41,platform:107,pnpair:3,point:[60,110],polici:59,pool2d:18,pool:[4,7],pose:[57,79],potenti:58,pow:18,power:4,precision_recal:3,prefetch:77,prelu:4,prepar:[107,108,109,110,112,121],principl:62,print:3,privat:110,pro:124,problem:[45,57,58,59,66,69,79,86],procedur:124,process:[31,36,39,69,78,96],profil:[22,104,105],program:[29,40,42,50,51,74,76,90,107,109],programdesc:[51,74],project:30,propos:[57,79,80],protobuf:83,protomak:99,provid:77,prune:75,pserver:38,pull:90,python:[27,39,41,60,61,67,69,71,76,77,80,84,88,98,99,104],qualiti:78,queue:[31,35],quick:93,randomnumb:116,rank:3,rank_cost:4,raspberri:122,reader:[8,9,26,77],readi:109,realiz:78,reciproc:18,recoveri:31,recurr:[4,5,95],recurrent_group:4,reduce_max:18,reduce_mean:18,reduce_min:18,reduce_sum:18,ref:27,refactor:78,refer:[41,43,59,60,61,105],region:110,regist:[57,78,84,99,100],registr:[78,79],registri:78,regular:[23,36,80],rel:68,relat:[78,87],relu6:18,relu:[1,18],remark:99,remot:37,remoteexecutor:41,render:110,repeat:4,represent:[29,78],requir:[30,53],reshap:[4,18],resiz:4,result:[108,111],retri:35,reus:76,review:97,rmsprop:6,rnn:[67,87,94,95,116],rnnop:[29,67,78],roi_pool:4,rotat:4,round:18,route53:110,row:83,row_conv:4,row_l2_norm:4,run:[46,89,90,99,106,111],runtim:[39,92],sampl:4,sampling_id:4,save:38,scale:[4,18,31],scale_shift:4,scaling_project:4,scope:[29,67,78,82],script:[109,111],search:68,secur:110,select:[36,83],selectedrow:83,selective_fc:4,sentiment:10,separ:78,seq_concat:4,seq_reshap:4,seq_slic:4,seqtext_print:3,sequenc:[68,95],sequence_conv:18,sequence_conv_pool:[5,19],sequence_expand:18,sequence_first_step:18,sequence_last_step:18,sequence_pool:18,sequence_reshap:18,sequence_softmax:18,sequencesoftmax:1,server:[31,35,36,39,43,107,109,110,116],servic:110,set:117,setup:[110,120],sextant:124,sgd:116,sgdoptim:20,shape:68,share:[26,28,59,82],should:82,shrink_memori:18,shuffl:77,sigmoid:[1,18],sigmoid_cross_entropy_with_logit:18,simpl:[68,95],simple_attent:5,simple_gru2:5,simple_gru:5,simple_img_conv_pool:[5,19],simple_lstm:5,singl:77,slice:[4,109],slice_project:4,slope_intercept:4,small_vgg:5,smooth_l1_cost:4,soft_relu:18,softmax:1,softplu:18,softrelu:1,softshrink:18,softsign:[1,18],solut:[57,58,59,60,66,75,79,86],some:96,sourc:[89,91,106],spars:[36,37,38,83,118],specifi:118,split:18,split_lod_tensor:18,spp:4,sqrt:18,squar:[1,18],square_error_cost:[4,18],squarerootn:7,stack:29,standard:97,stanh:1,start:[26,93,107,110,111],startup:111,statement:45,step:[67,91],storag:80,store:31,strategi:59,style:97,sub_nested_seq:4,sub_seq:4,subcommond:48,submit:39,suffici:77,suitabl:30,sulut:62,sum:[3,7,18],sum_cost:4,sum_to_one_norm:4,summar:[26,40],summari:63,support:[49,70,85,87],survei:[49,55,80,124],swish:18,synopsi:48,system:[50,110],tabl:65,table_project:4,tanh:[1,18],tanh_shrink:18,task:[31,35],tear:110,tecton:124,templat:110,tensor:[4,78,85,101],tensorarrai:[68,87],tensordesc:88,tensorflow:55,test:[60,61,62,89,97,98,99,116,118],text_conv_pool:5,theori:27,thi:82,think:53,three:87,thresholded_relu:18,time:106,timelin:38,timer:105,tip:105,todo:[32,33,42],togeth:82,toler:31,tool:[30,102,105,107,124],toolchain:122,topic:85,topk:18,toward:51,train:[25,26,31,34,37,39,41,69,77,90,107,108,109,110,111,112,116,118],trainer:[25,31,36,38,39,107,110],tran:4,trans_full_matrix_project:4,transform:86,translat:68,transpil:[41,42,43,51,59,70],transpos:18,tune:[105,116],ture:50,two:27,type:[66,89,99],uci_h:10,uniform:87,uniforminiti:16,unit:[60,61,62,97,98,99,116],unpack:68,updat:[26,37,38,102,109,110],usag:[28,44,67,68,77,101,103],use:[34,77,101],user:31,using:96,util:3,valu:76,value_print:3,vardesc:88,variabl:[28,59,76,78,82,88],vector:116,verifi:110,version:[40,49,92],vgg_16_network:5,volum:110,vpc:110,warp_ctc:4,weightdecayregular:23,what:[34,38,96,105],when:[38,82],whl:92,why:[49,50,71,77,78,87,105],wmt14:10,worker:40,workflow:97,wrapper:98,write:[97,98,99,100,102],www:102,xavieriniti:16,yaml:111,your:[90,100],zero:18}})