searchindex.js 167.5 KB
Newer Older
1
Search.setIndex({docnames:["build_and_install/build_from_source_en","build_and_install/docker_install_en","build_and_install/index_en","build_and_install/pip_install_en","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/cpp_data_feeding","design/csp","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/kernel_selection","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/speech/deep_speech_2","design/support_new_device","design/switch","design/tensor_array","design/var_desc","dev/contribute_to_paddle_en","dev/index_en","dev/new_layer_en","dev/new_op_en","dev/new_op_kernel_en","dev/use_eigen_en","dev/write_docs_en","getstarted/index_en","getstarted/quickstart_en","howto/cluster/cmd_argument_en","howto/cluster/fluid_cluster_train_en","howto/cluster/index_en","howto/cluster/multi_cluster/fabric_en","howto/cluster/multi_cluster/index_en","howto/cluster/multi_cluster/k8s_aws_en","howto/cluster/multi_cluster/k8s_en","howto/cluster/multi_cluster/openmpi_en","howto/cluster/multi_cluster/src/k8s_data/README","howto/cluster/multi_cluster/src/k8s_train/README","howto/cluster/preparations_en","howto/cmd_parameter/arguments_en","howto/cmd_parameter/detail_introduction_en","howto/cmd_parameter/index_en","howto/cmd_parameter/use_case_en","howto/index_en","howto/optimization/cpu_profiling_en","howto/optimization/gpu_profiling_en","howto/read_source","howto/rnn/index_en","howto/rnn/rnn_config_en","index_en","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_ios_en","mobile/cross_compiling_for_raspberry_en","survey/cluster_bootstrapping_tools"],envversion:50,filenames:["build_and_install/build_from_source_en.rst","build_and_install/docker_install_en.rst","build_and_install/index_en.rst","build_and_install/pip_install_en.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/cpp_data_feeding.md","design/csp.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/kernel_selection.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/speech/deep_speech_2.md","design/support_new_device.md","design/switch.md","design/tensor_array.md","design/var_desc.md","dev/contribute_to_paddle_en.md","dev/index_en.rst","dev/new_layer_en.rst","dev/new_op_en.md","dev/new_op_kernel_en.md","dev/use_eigen_en.md","dev/write_docs_en.rst","getstarted/index_en.rst","getstarted/quickstart_en.rst","howto/cluster/cmd_argument_en.md","howto/cluster/fluid_cluster_train_en.md","howto/cluster/index_en.rst","howto/cluster/multi_cluster/fabric_en.md","howto/cluster/multi_cluster/index_en.rst","howto/cluster/multi_cluster/k8s_aws_en.md","howto/cluster/multi_cluster/k8s_en.md","howto/cluster/multi_cluster/openmpi_en.md","howto/cluster/multi_cluster/src/k8s_data/README.md","howto/cluster/multi_cluster/src/k8s_train/README.md","howto/cluster/preparations_en.md","howto/cmd_parameter/arguments_en.md","howto/cmd_parameter/detail_introduction_en.md","howto/cmd_parameter/index_en.rst","howto/cmd_parameter/use_case_en.md","howto/index_en.rst","howto/optimization/cpu_profiling_en.md","howto/optimization/gpu_profiling_en.rst","howto/read_source.md","howto/rnn/index_en.rst","howto/rnn/rnn_config_en.rst","index_en.rst","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_ios_en.md","mobile/cross_compiling_for_raspberry_en.md","survey/cluster_bootstrapping_tools.md"],objects:{},objnames:{},objtypes:{},terms:{"00m":97,"03m":97,"0424m":97,"055ee37d":85,"0630u":97,"06u":97,"0810u":97,"0957m":97,"0_cudnn5":0,"0_cudnn5_avx_mkl":[1,3],"0_cudnn7_avx_mkl":3,"0rc":90,"0rc1":62,"0rc2":62,"0x10f256d50":35,"0x7ffe4de00110":35,"100gb":97,"100gi":85,"10g":17,"10m":97,"1150u":97,"11\u5b9e\u73b0\u4e86c":46,"11e6":86,"124n":97,"12gb":40,"13m":86,"1490u":97,"1550u":97,"16u":97,"173n":97,"1770u":97,"18ad":85,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":86,"197u":97,"1gb":97,"210u":97,"215n":97,"228u":97,"2520u":97,"2680u":97,"279n":97,"27m":97,"285m":97,"2863m":97,"28m":97,"2977m":97,"2cbf7385":85,"302n":97,"30u":97,"328n":97,"32u":97,"331n":97,"3320u":97,"365e":85,"36u":97,"3710m":97,"3768m":97,"387u":97,"38u":97,"3920u":97,"39u":97,"3rd":103,"4035m":97,"4090u":97,"4096mb":92,"4279m":97,"43u":97,"448a5b355b84":86,"4560u":97,"4563m":97,"45u":97,"4650u":97,"4726m":97,"473m":86,"4gb":92,"50bd":85,"50gi":85,"514u":97,"525n":97,"526u":97,"536u":97,"5460u":97,"5470u":97,"54u":97,"5690m":97,"573u":97,"578n":97,"5798m":97,"586u":97,"58s":86,"5969m":97,"5_cudnn5_avx_mkl":3,"5_cudnn5_avx_openbla":[3,79],"6080u":97,"6140u":97,"6305m":97,"639u":97,"64m":44,"655u":97,"6780u":97,"6810u":97,"682u":97,"6970u":97,"6ce9":85,"704u":97,"7090u":97,"72u":97,"73u":97,"75u":97,"760u":97,"767u":97,"783n":97,"784u":97,"78m":97,"7kb":86,"8250u":97,"8300u":97,"830n":97,"849m":97,"861u":97,"8661m":97,"892m":97,"901n":97,"90u":97,"918u":97,"9247m":97,"924n":97,"9261m":97,"9330m":97,"94u":97,"9530m":97,"983m":97,"988u":97,"997u":97,"99u":97,"9a235":103,"9f18":86,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":27,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":10,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":27,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":27,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":62,"\u4e00\u822c\u7531mkl":42,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":27,"\u4e0a\u4f20\u65b9\u6cd5":62,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":27,"\u4e0a\u8ff0paddlepaddl":62,"\u4e0b\u4e00\u4e2awheel\u5305\u9700\u8981\u66f4\u65b0\u7248\u672c\u53f7\u624d\u53ef\u4ee5\u4e0a\u4f20":62,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":11,"\u4e0b\u62c9\u6846\u4e2d\u627e\u5230\u751f\u6210\u76843\u4e2a\u4e8c\u8fdb\u5236\u6587\u4ef6":62,"\u4e0b\u8f7d":27,"\u4e0b\u8f7d\u5230\u672c\u5730":27,"\u4e0b\u8f7d\u5f97\u5230":62,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":46,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":27,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":45,"\u4e0d\u4f7f\u7528c":45,"\u4e0d\u4f7f\u7528swig":45,"\u4e0d\u53ef\u4ee5\u66f4\u6539":62,"\u4e0d\u540c":42,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":45,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":45,"\u4e0d\u5728":46,"\u4e0d\u5bb9\u6613\u51fa\u9519":27,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":45,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":45,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":45,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":11,"\u4e0e":42,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":27,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":42,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":62,"\u4e0e\u53ef\u80fd\u6709\u7684":62,"\u4e0ebatch":41,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":45,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":46,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":45,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":45,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":62,"\u4e2a\u6027\u5316\u63a8\u8350":62,"\u4e2d":[41,42,45,46],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":42,"\u4e2d\u5199\u5165json\u5185\u5bb9":10,"\u4e2d\u5b8c\u5168\u4e00\u81f4":45,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":42,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":46,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":41,"\u4e2d\u5f15\u5165\u7684":41,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":42,"\u4e2d\u6839\u636e":41,"\u4e2d\u6dfb\u52a0":41,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":42,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":62,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":11,"\u4e3a":[41,42],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":42,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":27,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":46,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":42,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":41,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":42,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":27,"\u4e3b\u8981\u5305\u62ec":42,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":42,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":42,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":46,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":45,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":46,"\u4e5f\u4e0d\u751f\u6210":46,"\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u955c\u50cf":62,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":42,"\u4e66\u5199":45,"\u4eba\u8138\u8bc6\u522b":11,"\u4ec5\u4ec5\u4f7f\u7528":45,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":42,"\u4ece":62,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":10,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":41,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":10,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":46,"\u4ed6\u662f\u5c06":46,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":45,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":45,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":42,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":11,"\u4ee3\u8868shard\u7684index":11,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":11,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":11,"\u4ee5\u4e0b":11,"\u4ee5\u4e0b\u7b80\u79f0rnn":41,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":27,"\u4ee5\u53ca":41,"\u4ee5\u53canumpi":11,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":42,"\u4ee5\u793a\u533a\u5206":[41,42],"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":10,"\u4f18\u5316\u524d":41,"\u4f18\u5316\u540e":41,"\u4f1a\u4ee5":[41,42],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":41,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":42,"\u4f1a\u5728":42,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":42,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":45,"\u4f1a\u5f15\u5165":42,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":42,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":42,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":41,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":45,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":42,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":42,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":11,"\u4f20\u5165":11,"\u4f46":46,"\u4f46\u4e0d\u66b4\u9732":46,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":62,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":62,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":46,"\u4f46\u662f\u5728mkl":42,"\u4f46\u662f\u5728paddlepaddle\u4e2d":42,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":42,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":42,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":45,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":42,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":11,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":45,"\u4f7f\u7528":[42,46,62],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":11,"\u4f7f\u7528\u52a8\u6001\u5e93":45,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":10,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":46,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":42,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":46,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":10,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":45,"\u4f7f\u7528c":46,"\u4f7f\u7528c99\u505a\u63a5\u53e3":45,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":45,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":45,"\u4f7f\u7528regress":62,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":45,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":45,"\u4f7f\u7528void":45,"\u4f8b\u5982":[11,45,46,62],"\u4f8b\u5982\u5728deepspeech2":41,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":45,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":45,"\u4f8b\u5982\u5bf9\u4e8epython":45,"\u4f8b\u5982c":45,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":45,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":45,"\u4f8b\u5982python\u7684":45,"\u4f8b\u5982rnn":41,"\u4f9d\u6b21\u7c7b\u63a8":62,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":45,"\u4fee\u590d\u6240\u6709bug\u540e":62,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":62,"\u4fee\u6539":[42,62],"\u4fee\u6539\u6210":62,"\u505a\u53ea\u8bfb\u6302\u8f7d":11,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":62,"\u505a\u63a5\u53e3":45,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":10,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":41,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":42,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":41,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":46,"\u5171\u4eab\u5185\u5b58":42,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":41,"\u5176\u4e2d":[45,62],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":46,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":62,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":41,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":46,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":46,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":42,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[41,42],"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":42,"\u5177\u4f53\u8bf7\u53c2\u8003":46,"\u5185\u90e8\u5b58\u50a8":42,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":45,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":45,"\u518d\u57fa\u4e8e":62,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":41,"\u5199\u4ee3\u7801":45,"\u5199\u5165\u5feb\u7167\u6570\u636e":10,"\u51fd\u6570":[41,42],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":11,"\u51fd\u6570\u540d\u4e3a":46,"\u51fd\u6570\u547d\u540d":45,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":42,"\u5206\u522b\u5bf9\u5e94capi":62,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":10,"\u5206\u652f":62,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":62,"\u5206\u652f\u4e2d":62,"\u5206\u652f\u4e3a\u5f00\u53d1":62,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":62,"\u5206\u652f\u4e3a\u7a33\u5b9a":62,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":62,"\u5206\u652f\u5408\u5165":62,"\u5206\u652f\u5408\u5165master\u5206\u652f":62,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":62,"\u5206\u652f\u540d\u4e3a":62,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":62,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":62,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":62,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":62,"\u5206\u7247":10,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":10,"\u5219\u5ffd\u7565":10,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":10,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":46,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":10,"\u521b\u5efa":42,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":10,"\u5230":10,"\u5230\u7b2c\u4e8c\u6b65":62,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":41,"\u529f\u80fd":27,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":62,"\u52a8\u6001\u5e93":45,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":46,"\u5305\u62ec":[11,41,42],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":10,"\u5305\u62ecmkl":42,"\u534f\u540c\u5b8c\u6210releas":62,"\u5355\u4e2a\u503c":11,"\u5355\u70b9\u6545\u969c":10,"\u5373":46,"\u5373\u4f7f\u7528":46,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":46,"\u5373\u4f7fc":46,"\u5373\u4f8b\u5982":46,"\u5373\u4fbfpaddl":46,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":46,"\u5373\u66b4\u9732":46,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":42,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":45,"\u539f\u6765\u7684\u65b9\u6848":42,"\u53c2\u6570":45,"\u53c2\u8003":[27,45],"\u53c2\u8003\u4e0b\u56fe":62,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":42,"\u53cc\u5411\u9a8c\u8bc1":27,"\u53d1\u578b\u7248":62,"\u53d1\u5e03\u5230dockerhub":62,"\u53d1\u5e03docker\u955c\u50cf\u53ea\u9700\u8981\u5bf9\u81ea\u52a8push\u7684\u955c\u50cf\u6253\u4e0a":62,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":42,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":10,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":46,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":45,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":10,"\u53ef\u4ee5":62,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":10,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":45,"\u53ef\u4ee5\u5728\u6b64\u9875\u9762\u7684":62,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":11,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":10,"\u53ef\u4ee5\u7528":27,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":11,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":62,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":10,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":10,"\u53f3\u4fa7\u7684":62,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":41,"\u540c\u4e00\u6b21\u524d\u5411":41,"\u540c\u65f6":[41,42],"\u540c\u65f6\u4f1a\u5f00\u542fintel":42,"\u540c\u65f6\u518d\u5c06":62,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":42,"\u540c\u65f6\u63d0\u8d77":62,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":42,"\u540d\u5b57\u4fee\u9970":45,"\u540e\u5411":41,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":41,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":10,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":62,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":45,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":10,"\u548c":[11,41,42,45,46,62],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":42,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":11,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":10,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":10,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":45,"\u56e0\u6b64":41,"\u56fe\u50cf\u5206\u7c7b":62,"\u5728":[41,42,46,62],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":10,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":11,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":62,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":10,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":42,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":46,"\u5728\u5bf9\u5e94\u7684":41,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":41,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":11,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":10,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":46,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":10,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":10,"\u5728\u6709\u666e\u901a\u7684cpu":42,"\u5728\u672c\u6587\u6863\u4e2d":27,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":11,"\u5728\u6837\u4f8b\u4e2d":46,"\u5728\u7528\u6237\u4f7f\u7528c":46,"\u5728\u7b2c\u4e8c\u4e2atab":62,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":11,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":42,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":62,"\u5728\u8fd9\u4e2a":62,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":45,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":62,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":46,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":46,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":42,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":41,"\u5728batch":41,"\u5728c":45,"\u5728c\u7684\u5934\u6587\u4ef6":45,"\u5728packing\u4e0a\u7684\u8017\u65f6":41,"\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":11,"\u5728paramet":10,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":41,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":46,"\u5747\u662f\u5728":46,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":27,"\u5916\u90e8\u5b58\u50a8":42,"\u591a\u4e2a\u503c":11,"\u591a\u4e2aparamet":10,"\u591a\u6b21\u8c03\u7528":41,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":45,"\u5982\u56fe\u4e2dtrainer":10,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":10,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":42,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":45,"\u5982\u679c\u5728\u4f7f\u7528mkl":42,"\u5982\u679c\u5931\u8d25":62,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":42,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":10,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":10,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":11,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":62,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":46,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":46,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":46,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":10,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":45,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":62,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":45,"\u5982\u679c\u9700\u8981\u624b\u52a8\u7f16\u8bd1":62,"\u5982\u679cmkl":42,"\u5982\u679cparamet":10,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":42,"\u5b57\u6bb5\u8bbe\u4e3a":62,"\u5b57\u7b26\u4e32":11,"\u5b58\u50a8":11,"\u5b66\u4e60\u6210\u672c\u9ad8":45,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":42,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":11,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":42,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":42,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":46,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":27,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":42,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":42,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":11,"\u5b8c\u6210\u81ea\u52a8\u5316\u4e8c\u8fdb\u5236\u7f16\u8bd1":62,"\u5b9a\u4e49":42,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":42,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":42,"\u5b9e\u73b0\u7b80\u5355":45,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":45,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":45,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":41,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":45,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":45,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":41,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":42,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":41,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":46,"\u5bf9\u4e8e\u6bcf\u79cdc":46,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":41,"\u5bf9\u6bd4":45,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":41,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":41,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":46,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":62,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":42,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":46,"\u5c06":62,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":10,"\u5c06\u5927\u91cf\u7684":45,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":62,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":62,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":42,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":45,"\u5de5\u5177\u4e0a\u4f20\u5373\u53ef":62,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":10,"\u5e73\u5747\u6545\u969c\u7387":10,"\u5e76\u4e14\u4f1a\u5199\u597d":42,"\u5e76\u4e14\u4f7f\u7528":46,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":42,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":45,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":41,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":27,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":27,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":45,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":42,"\u5e76\u5220\u9664":62,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":10,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":10,"\u5e76\u53d1\u5e03\u5230pypi":62,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":41,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":11,"\u5e76\u5c06":62,"\u5e76\u5c06c":46,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":10,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":42,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":45,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":41,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":11,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":62,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":62,"\u5efa\u8bae":62,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":46,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":62,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":62,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":62,"\u5f00\u5934":[41,42],"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":10,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":41,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":46,"\u5f39\u51fa\u4e0b\u9762\u7684\u9009\u62e9\u6846":62,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":62,"\u5f53\u53ea\u505a\u63a8\u65ad":41,"\u5f53\u5f00\u542f":42,"\u5f53\u6253\u5f00":42,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":42,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":42,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":46,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":42,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":27,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":45,"\u5f97\u4f7f\u7528":45,"\u5fc5\u8981":46,"\u5fc5\u987b\u5206\u522b\u4e0e":42,"\u60c5\u611f\u5206\u6790":62,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":46,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":42,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":42,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":42,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":41,"\u6211\u4eec\u4f1a\u628amkl":42,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[41,42],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":45,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":42,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":41,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":42,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":11,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":27,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":45,"\u6211\u4eec\u8ba1\u5212\u5c06":41,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":42,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":27,"\u6211\u4eec\u9009\u62e9":11,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":41,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":11,"\u6216\u8005":[42,45,46],"\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":10,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":11,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":11,"\u6216activ":42,"\u6240\u4ee5":[42,62],"\u6240\u4ee5\u4e00\u4e2a\u7248\u672c\u53f7\u7684wheel\u5305\u53d1\u5e03\u4e4b\u540e":62,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":42,"\u6240\u4ee5\u5728":42,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":10,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":42,"\u6240\u4ee5\u6574\u4f53\u4e0a":42,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":42,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":27,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":42,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":46,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":42,"\u6240\u6709\u7684":41,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":46,"\u6240\u6709\u76f8\u5173\u7684":41,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":46,"\u6240\u6709mkl":42,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":45,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":42,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":46,"\u6267\u884c":62,"\u628a":11,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":11,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":10,"\u6309\u94ae":62,"\u63a5\u53e3":[45,46],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":46,"\u63a5\u53e3\u662f":11,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":27,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":42,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":42,"\u63a7\u5236\u7528\u6237\u6743\u9650":11,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":27,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":27,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":27,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":11,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":27,"\u6570\u636e":27,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":45,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":27,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":11,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":11,"\u6587\u4ef6":45,"\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":27,"\u6587\u4ef6\u5185\u5bb9\u4e3a":45,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":10,"\u6587\u4ef6\u5bf9\u5e94\u7684data":11,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":27,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":62,"\u65b0\u7248\u672c":42,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":62,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":27,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":41,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":42,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":42,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":45,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":11,"\u65e0\u8bba\u662f\u4ece":11,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":11,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":42,"\u65f6":[10,41,42],"\u65f6\u4e00\u8d77\u66f4\u65b0":42,"\u662f":[27,42],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":45,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":46,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":45,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":46,"\u662f\u5426\u6253\u5f00":41,"\u662f\u56e0\u4e3ac99\u652f\u6301":45,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":27,"\u662f\u6307":46,"\u662f\u7528\u6237\u4f7f\u7528c":46,"\u662fc":46,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":41,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":10,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":46,"\u6700\u540e\u5220\u9664":62,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":45,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[41,42],"\u6709\u6807\u51c6\u7684":45,"\u6709\u7684\u65f6\u5019":45,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":62,"\u672c\u6587\u6863\u63cf\u8ff0paddl":46,"\u673a\u5668\u7ffb\u8bd1":62,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":10,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":41,"\u6765\u5b9e\u73b0":42,"\u6765\u786e\u4fdd\u628a":45,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":45,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":11,"\u6765\u8fdb\u884c\u8ba8\u8bba":46,"\u67e5\u770blatest":62,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":62,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":42,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":10,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":10,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":10,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":45,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":41,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":42,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":10,"\u6bcf\u4e00\u4e2a":62,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":11,"\u6bcf\u4e2a":42,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":11,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":42,"\u6bcf\u4e2adata":11,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":42,"\u6bcf\u4e2aparamet":10,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":10,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":41,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":11,"\u6bcf\u969410\u5206\u949f":10,"\u6bd4\u5982":[11,42],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":42,"\u6bd4\u5982\u5c06":62,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":10,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":11,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":11,"\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":41,"\u6ce8":[10,62],"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[41,42],"\u6ce8\u610f":42,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":42,"\u6d4b\u8bd5\u672c\u6b21release\u7684\u6b63\u786e\u6027":62,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":42,"\u6d6e\u70b9\u578b\u6570\u636e":11,"\u6df1\u5165paddlepaddl":42,"\u6dfb\u52a0":41,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[41,42],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":42,"\u70b9\u51fb":62,"\u7136\u540e\u5728\u524d\u5411":41,"\u7136\u540e\u5728etcd\u7684":10,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":27,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":27,"\u7136\u540e\u6309\u7167\u4e0a\u8ff0\u7684\u65b9\u6cd5":62,"\u7136\u540e\u70b9\u51fb":62,"\u7248\u672c\u5206\u652f":62,"\u7248\u672c\u53f7":62,"\u7248\u672c\u53f7\u5bf9\u5e94\u7684tag\u5373\u53ef":62,"\u7248\u672c\u53f7rc":62,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":62,"\u7279\u6709\u7684\u8bbe\u5907id":42,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":41,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":45,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":11,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":11,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":45,"\u751f\u6210\u6587\u6863":45,"\u751f\u6210\u7684":11,"\u751f\u6210\u7ed9\u5b9a":11,"\u751f\u6210api\u6587\u6863":45,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":27,"\u7528":27,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":42,"\u7528\u4e8e\u7ba1\u7406mkl":42,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":41,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":42,"\u7528\u4e8emkl":[41,42],"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":11,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":11,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":46,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":11,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":46,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":11,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":27,"\u7528\u6237\u901a\u8fc7c":46,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":41,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":10,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":10,"\u7531\u4e8ec":45,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":27,"\u7531\u4e8emkl":42,"\u7531\u4e8epypi":62,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":42,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":27,"\u7684\u4e00\u4e2a\u5b50\u96c6":42,"\u7684\u4fe1\u606f":42,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":42,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":45,"\u7684\u57fa\u672c\u903b\u8f91":42,"\u7684\u5934\u6587\u4ef6":45,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":42,"\u7684\u60c5\u51b5\u4e0b":41,"\u7684\u63a5\u53e3\u6837\u5f0f":45,"\u7684\u6570\u636e\u6d41\u56fe":11,"\u7684\u65f6\u5019":42,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":42,"\u7684\u683c\u5f0f\u5b58\u50a8":42,"\u7684\u6982\u5ff5":42,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":45,"\u7684\u7248\u672c":62,"\u7684\u7ed3\u679c":41,"\u7684\u7f29\u5199":27,"\u7684\u7f51\u7edc\u6a21\u578b":41,"\u7684\u89c4\u8303":45,"\u7684\u89d2\u5ea6":11,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":11,"\u7684flag":[41,42],"\u7684vanilla":41,"\u76ee\u524d\u53ea\u8003\u8651":42,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":10,"\u76ee\u524d\u5728paddlepaddle\u4e2d":42,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":42,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":45,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":27,"\u76ee\u524d\u7684\u4f18\u5316":42,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":45,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":41,"\u76ee\u5f55\u4e0b":46,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":42,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":45,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":46,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":45,"\u76f8\u5173\u5c42":41,"\u77e9\u9635\u5927\u5c0f\u662f":41,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":45,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":45,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":10,"\u79bb\u7ebf\u6279\u5904\u7406":11,"\u7b2c\u4e00\u4e2atag\u4e3a":62,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":62,"\u7b2c\u4e8c\u4e2a\u4e3a":62,"\u7b49":[42,46],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":46,"\u7b49\u5f85\u7f16\u8bd1\u5b8c\u6210\u540e":62,"\u7b49\u6587\u4ef6":46,"\u7c7b\u4f3c":46,"\u7c7b\u540d\u548cc":45,"\u7c7b\u578b":45,"\u7ed3\u8bba":45,"\u7edf\u4e00\u7528":11,"\u7f16\u8bd1\u5668\u6ca1\u6709":45,"\u7f16\u8bd1\u578b\u8bed\u8a00":45,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":42,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":62,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":62,"\u7f16\u8bd1c":46,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":46,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":45,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":46,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":27,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":10,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":45,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":45,"\u800c\u5bf9\u4e8egolang":45,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":45,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":46,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":11,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":45,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":10,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":46,"\u826f\u597d\u7684\u6587\u6863":45,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":42,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":10,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":46,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":42,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":45,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":45,"\u8ba1\u5212\u5728":[41,42],"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":10,"\u8ba9paddle\u6838\u5fc3\u4e2d":46,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":10,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":62,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":62,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":62,"\u8bbe\u7f6e":46,"\u8bc6\u522b\u6570\u5b57":62,"\u8bcd\u5411\u91cf":62,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":41,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":42,"\u8be6\u7ec6\u8bbe\u8ba1":27,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":62,"\u8bf4\u660e":10,"\u8bf7\u53c2\u8003":46,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":42,"\u8f6c\u6362\u5197\u4f59":41,"\u8f6c\u6362\u51fd\u6570":42,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":11,"\u8f6c\u6362\u8017\u65f6":41,"\u8f93\u5165\u68af\u5ea6":42,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":42,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":42,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":10,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":41,"\u8fd1\u671f\u76ee\u6807":42,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":62,"\u8fd8\u662f\u4ece":11,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":46,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":41,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":46,"\u8fd9\u4e09\u4e2a\u5206\u652f":62,"\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":41,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":46,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":46,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":46,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":45,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":45,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":46,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":46,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":46,"\u8fd9\u4e2a\u9009\u62e9":[41,42],"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":46,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":11,"\u8fd9\u4e9b\u4f1a\u5728":[41,42],"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":42,"\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":11,"\u8fd9\u4e9b\u955c\u50cf\u4e5f\u53ef\u4ee5\u4ece":62,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":45,"\u8fd9\u662f\u56e0\u4e3a":45,"\u8fd9\u6837":46,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":42,"\u8fd9\u6837\u4fdd\u8bc1":62,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":11,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":27,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":42,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":42,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":45,"\u8fd9\u91cc":42,"\u8fd9\u91cc\u7684dockerimage\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883\u4ee5\u652f\u6301\u66f4\u591a\u7684linux":62,"\u8fd9\u91cc\u9009\u62e90":62,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":10,"\u8fdb\u4e00\u6b65\u4f18\u5316":42,"\u8fdb\u5165":62,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":62,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":42,"\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u7248\u672c":62,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":27,"\u901a\u5e38":46,"\u901a\u5e38\u5305\u542b\u4e00\u4e2acpu\u7248\u672c\u548c\u4e00\u4e2agpu\u7248\u672c":62,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":10,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":41,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":46,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":27,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":62,"\u90a3\u4e48":46,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":42,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":42,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":42,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":11,"\u90fd\u662f\u4ee5ext\u5f00\u5934":42,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":45,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":41,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":27,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":10,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":45,"\u91cc\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u5206\u652f":62,"\u91cc\u9762\u6dfb\u52a0":42,"\u91cd\u5199\u7236\u7c7blayer\u7684":42,"\u91cd\u547d\u540d\u6210":45,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":45,"\u9519\u8bef\u5904\u7406":45,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":45,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":45,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":46,"\u96c6\u6210\u5230":41,"\u96c6\u6210\u5230paddlepaddl":42,"\u9700\u8981":11,"\u9700\u8981\u4fee\u6539build":62,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":27,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":46,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":62,"\u9700\u8981\u5f15\u7528":46,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":45,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[42,62],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":42,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":46,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":62,"\u9ed8\u8ba4256k":27,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":41,"abstract":[18,19,26,30,52,61,63,73,92],"api\u4e2d\u4f7f\u7528":45,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":46,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":46,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":46,"api\u63a5\u53e3":27,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":46,"api\u65f6":46,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":46,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":46,"api\u66b4\u9732\u7684\u7c7b\u578b":46,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":46,"api\u7684\u5b9e\u4f8b":46,"api\u7684\u5b9e\u73b0\u7ec6\u8282":46,"api\u7684\u63a5\u53e3":46,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":46,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":46,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":46,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":46,"apis\u505a\u4e86\u5c01\u88c5":41,"block\u6784\u6210\u4e00\u4e2amodel":10,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":62,"boolean":[26,28,36,45,68],"break":[8,66,68,69,70],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":62,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":62,"byte":[27,44],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":45,"c\u6709\u6807\u51c6\u7684abi":45,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":45,"case":[12,18,20,21,26,30,40,46,52,56,58,59,68,73,74,81,85,93,97,100,105],"char":14,"ci\u73af\u5883\u4f7f\u7528":62,"ci\u7f16\u8bd1wheel\u5b8c\u6210\u540e\u4f1a\u81ea\u52a8\u5c06docker\u955c\u50cfpush\u5230dockerhub":62,"class":[4,7,18,19,20,21,24,25,29,30,31,32,34,35,37,40,45,49,50,54,55,59,60,61,63,64,65,67,69,74,75,76,91,98],"compute\u51fd\u6570":41,"const":[7,12,14,19,29,31,37,38,39,53,54,56,60,63,65,67,69,73,74,75,76],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":46,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":46,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":46,"core\u6982\u5ff5":46,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":11,"default":[0,1,3,4,7,8,18,20,24,33,37,44,47,48,56,57,63,64,65,68,70,71,74,75,80,83,85,86,92,94,96,102,103,104,105],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":42,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":42,"dnn\u4e2d\u7684":42,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":42,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":42,"dnn\u4f1a\u7528\u5230":42,"dnn\u5171\u540c\u4f7f\u7528":42,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":42,"dnn\u5728\u53d1\u5e03":42,"dnn\u5b9e\u73b0":42,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":42,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":42,"dnn\u7684":42,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":42,"dnn\u7684\u6027\u80fd":42,"dnn\u7684\u60c5\u51b5\u4e0b":42,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":42,"dnn\u7684\u6d4b\u8bd5":42,"dnn\u7684\u73af\u5883\u4e0b":42,"dnn\u7684\u76f8\u5173\u529f\u80fd":42,"dnn\u7684\u7ed3\u679c":42,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":42,"dnn\u7684layer":42,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":42,"enum":[12,14,20,47,54,55,64,65,70,75],"export":[1,30,35,77,80],"final":[5,6,21,35,48,49,66,69,73,74],"float":[24,29,37,39,65,67,73,74,75,76,94,97],"function":[4,6,7,9,13,14,15,17,18,19,20,21,24,25,29,31,34,37,43,48,49,52,53,54,55,56,58,59,60,61,63,65,69,73,74,75,76,80,81,92,96,97,100,105],"golang\u53ef\u4ee5\u4f7f\u7528":45,"golang\u7684":45,"gpu\u7b49":62,"h\u5e76\u4e0d\u56f0\u96be":45,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":11,"import":[3,4,7,8,18,20,23,31,33,35,36,43,48,49,55,63,66,74,79,80,81,85,97,100,104],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":27,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":11,"instance\u5305\u6db5\u4e24\u4e2a\u503c":11,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":11,"int":[6,7,12,13,14,17,18,20,22,36,37,41,42,43,45,46,54,55,57,58,64,65,67,69,70,73,75,76,80,94],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":45,"layer\u65f6":42,"layer\u7684\u540e\u9762\u63a5\u6709cpu":42,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":62,"long":[20,97],"mkl\u5e93\u7684":41,"mklml\u4ee5\u53camkl":42,"mklml\u53ef\u4ee5\u4e0emkl":42,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":42,"mode\u4e0b\u7684\u7ed3\u679c":41,"model\u505a\u5206\u652f\u7ba1\u7406":62,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":11,"new":[0,5,6,7,8,9,12,13,14,15,16,19,20,21,24,29,30,40,41,43,47,49,52,57,58,59,61,65,66,69,71,72,79,85,86,105],"note\u7684\u4e66\u5199":62,"null":[35,73,92],"op\u7684\u4fe1\u606f":42,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":42,"org\u76ee\u524d\u9075\u5faa":62,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":41,"packed\u76f8\u5173\u529f\u80fd":41,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":45,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":45,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":45,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":45,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":46,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":45,"paddle\u7684c":46,"paddle\u8bad\u7ec3\u4efb\u52a1":11,"paddle\u8def\u5f84\u4e0b":46,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":45,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":46,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":45,"paddle_\u7c7b\u578b\u540d":46,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":46,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":42,"paddlepaddle\u4f7f\u7528git":62,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":62,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":11,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":62,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":62,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":62,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":42,"patch\u53f7":62,"patch\u53f7\u52a0\u4e00":62,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":27,"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":27,"pfsserver\u63d0\u4f9brest":27,"public":[7,19,29,32,37,54,60,63,65,66,67,69,73,74,75,76,80,85,86],"py\u4e2d":62,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":62,"pypi\u4e0d\u652f\u6301\u8986\u76d6\u4e0a\u4f20":62,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":11,"reader\u8f93\u51fa\u7684data":11,"resnet\u7684mkl":42,"return":[4,5,6,7,11,12,14,17,18,19,20,25,29,31,32,33,35,37,38,40,43,48,49,50,54,55,56,60,63,65,67,69,73,74,75,76,81,85,100],"rnn\u90e8\u5206\u4e2d":41,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":11,"server\u4e4b\u4e0a":10,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":10,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":10,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":10,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":10,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":10,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":10,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":10,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":10,"server\u751f\u6210\u4e00\u4e2auuid":10,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":10,"server\u7684\u6570\u636e\u5feb\u7167":10,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":10,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":10,"short":[29,33,57,63,66,69,74],"static":[14,46,63,65,85,103,105],"super":[57,73],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":45,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":45,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":45,"swig\u76f4\u63a5\u8bfb\u53d6c":45,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":45,"switch":[7,46,85],"tag\u4e3a":62,"tag\u53ef\u4ee5\u662flatest\u6216latest":62,"tag\u7684\u66f4\u65b0\u65f6\u95f4\u662f\u5426\u5728\u4e0a\u8ff0\u7f16\u8bd1wheel\u5305\u5b8c\u6210\u540e\u662f\u5426\u6700\u65b0":62,"throw":85,"true":[4,6,7,12,30,36,41,50,55,56,57,58,62,65,69,73,80,85,92,94,100],"try":[0,1,3,8,9,12,13,14,30,35,40,43,58,63,66,81,97,103],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":46,"var":[6,7,18,19,20,24,31,32,34,36,39,50,55,56,57,59,63,68,69,77],"void":[7,12,14,19,26,29,31,32,37,39,43,44,45,46,55,56,64,65,67,73,74,75,76],"wheel\u5305":62,"while":[7,16,19,20,30,35,38,40,49,52,53,58,61,63,67,74,76,92,100],AGE:[85,86],AWS:[11,84,88,89],Added:66,And:[12,16,17,26,33,35,47,51,54,58,63,67,85,94,100],But:[3,5,32,38,47,54,63,71,82,105],For:[0,1,4,6,7,13,14,15,17,18,19,21,24,25,30,31,32,34,37,39,40,44,47,48,49,52,53,54,55,56,57,58,59,60,61,64,65,66,67,70,71,73,74,75,76,79,81,91,92,94,96,97,100,102,104,105],IDE:[0,103],IDs:[16,20,49],IPs:80,IRs:21,Into:85,Its:[31,64,74,85,100],K8s:105,NOT:[57,74],Not:[0,3,4,9,40,66,105],OPs:[21,23,81],One:[5,16,39,44,47,63,66,73,92,100],Ops:[59,61,65,74],PFS:27,PRs:77,QoS:86,Such:[37,57,66,69],TLS:[4,27,85],That:[1,19,51,92,94],The:[0,1,3,4,5,6,8,9,13,15,16,17,19,20,21,23,24,25,28,29,31,35,38,39,40,43,44,46,48,49,51,52,54,55,56,57,58,61,63,64,65,66,67,69,70,71,73,74,75,76,77,81,82,83,84,85,86,90,92,94,96,97,98,100,102],Their:9,Then:[1,3,18,21,32,37,40,51,54,56,73,81,82,85,86,87,96,97,100],There:[4,7,8,9,14,16,17,20,21,28,29,30,35,40,47,48,49,52,53,54,57,61,63,64,67,74,85,97,102,103],These:[0,6,7,19,24,29,34,50,61,64,65,66,84,94],Use:[0,4,22,28,58,59,66,73,80,82,85,92,93,96,97,104],Used:[59,67],Uses:[40,103],Using:[0,2,9,30,52,58,59,61,63,76,84,86],VMs:0,VPS:85,WITH:104,With:[18,19,24,30,51,55,66,69],YES:17,Yes:[0,1,42],___fc_layer_0__:85,__align__:29,__cuda_align__:29,__device__:29,__doc__:65,__file__:17,__forceinline__:29,__fp16:29,__global__:29,__hadd:29,__half:29,__half_raw:29,__impl__:65,__init__:[24,25,33,40,50,57,69,73,96],__main__:33,__metaclass__:74,__name__:33,__rnn_step__:100,__va_args__:60,__x:29,_addup_repetitive_outputs_:6,_append_backward_ops_:[6,24],_append_backward_vars_:6,_binari:8,_create_global_var:57,_def:40,_dtype:35,_filer:43,_filter:43,_fwd:43,_fwd_pd:43,_input:43,_librari:8,_live_in:40,_live_out:40,_loss:33,_op:[35,74],_output:43,_presucessor:40,_program:40,_remove_no_grad_branch_:6,_reorder_input:43,_source_language_embed:100,_src_input:43,_sucessor:40,_target_language_embed:100,_test:8,_update_op:25,_use:40,_value_index:35,a75:29,a_op:74,a_prev:66,aaaaa:11,aaaaaaaaaaaaa:85,abi:102,abil:33,abl:[4,6,19,20,21,37,50,54,57,105],about:[1,3,5,7,8,17,23,28,31,40,48,58,63,65,66,67,74,79,85,91,92,96,97,102,104],abov:[0,1,2,4,5,6,7,8,9,13,18,20,21,29,30,31,32,34,39,43,48,49,50,51,52,54,55,57,65,66,68,69,71,74,75,76,79,81,85,86,96,97,102,105],abs:[5,33],abs_numerical_grad:5,absolut:[1,5,102,104],acc:21,acceler:[1,10,42,51,52,94],accept:[4,59,102],access:[3,4,8,13,16,17,18,20,21,57,80,100],accessmod:85,accessor:57,accord:[5,6,14,21,23,34,49,59,69,74,80,91,92,94],accordingli:73,account:[59,71,105],accoust:66,accrodingli:12,accumul:[9,14,25,51,52,66],accur:[5,16,54],accuraci:[25,66,73],achiev:[19,23,51,52,66,67,97],ack:92,acquir:30,across:[6,21,48,66],act1:35,act2:35,act:[7,19,21,35,49,57,69,79,81,98,100],act_output:65,act_typ:35,action:[20,85],activ:[8,35,40,49,54,57,61,65,73,76,77,79,92,100],actual:[12,24,30,33,35,39,43,47,52,65,67,76],actual_layout:43,adagrad:[52,64],adagradoptim:50,adam:[4,14,21,33],adapt:[39,54],add:[0,5,6,7,8,12,16,19,20,21,23,25,29,32,36,38,50,52,56,57,59,61,63,67,68,71,73,74,76,94,97,98,104],add_activ:57,add_bia:57,add_depend:8,add_execut:8,add_input:[48,73],add_memori:48,add_output:48,add_scalar:[7,49,55],add_sum:57,add_test:[8,73],add_two:[7,48],add_unittest_without_exec:73,addattr:[65,74],addbia:73,addcom:[65,74],added:[7,23,24,29,47,51,52,61,71,73,74,75],adding:[61,71],addinput:[65,74],addit:[6,20,51,54,59,61,69,74,76,81],addition:48,addmemori:43,addop:[32,76],addoutput:74,addprimit:43,addprimitivedesc:43,addr:9,address:[1,9,14,18,21,81,83,87,90,92,97,105],addrow:73,addtyp:65,adjust:[6,24],admin:105,administr:[0,16,105],adopt:[29,33],advanc:[5,92,97,100],advantag:[5,29,30,52,58,90],adversari:[33,58],advic:97,affect:7,affili:49,afford:13,aforement:8,after:[0,1,6,7,8,13,14,16,21,22,23,24,26,28,29,40,43,51,53,54,57,66,71,73,74,75,76,83,85,86,90,92,94,96,100,102,103],aftern:54,again:[4,5,9,52,97],against:85,aggreg:[25,51,85],ago:8,agre:71,agreement:71,ahead:66,aid:97,alexnet_pass1:94,alexnet_pass2:94,algo:43,algorithm:[6,13,24,39,40,43,49,52,61,66,100],all:[0,1,4,6,7,8,9,12,14,16,17,18,19,20,21,22,24,26,28,30,33,34,35,38,40,43,44,46,47,48,49,50,51,52,54,55,57,59,65,66,67,73,76,80,81,82,83,85,86,91,92,94,97,98,100,102,103,104,105],all_output_nam:6,alloc:[14,17,40,43,67,73,76,94,98],allow:[4,14,18,19,21,24,30,52,61,71,73,85,92,97],allow_only_one_model_on_one_gpu:[91,92,94],allreduc:51,almost:[0,83],alpha:[8,61],alreadi:[1,8,9,30,43,57,63,83,85,92,97,104],alreali:91,also:[0,1,3,4,6,7,8,12,15,19,20,21,29,30,32,33,34,35,38,40,47,48,49,52,53,54,55,56,57,58,61,63,65,66,67,69,70,73,74,77,81,82,86,90,97,100,102,105],altern:[74,96],although:[6,51],altogeth:105,alwai:[8,20,44,64,85,92],amazon:[85,86],amazonaw:85,amazonec2fullaccess:85,amazonelasticfilesystemfullaccess:85,amazonroute53domainsfullaccess:85,amazonroute53fullaccess:85,amazons3fullaccess:85,amazonvpcfullaccess:85,ambigu:[58,66],amd64:85,amd:47,amend:71,amodei:66,among:85,amort:51,amount:97,analys:54,analysi:[54,96,97],analyz:40,ancestor:[55,57],andd:85,andrew:40,android:104,android_abi:102,android_api:102,android_arm_neon:102,android_native_api_level:102,android_standalone_toolchain:102,android_toolchain:102,ani:[0,4,8,9,14,16,17,18,20,21,26,29,30,37,39,40,44,49,51,52,57,58,60,61,66,74,76,81,85,87,97,104],annoi:83,announc:29,anoth:[0,4,6,7,17,19,20,30,31,39,43,49,57,63,65,67,85,92],anroid_arm_mod:102,ans:85,answer:[18,30,71,85],anymor:51,anyth:[49,58,85],anytim:33,anywai:[96,102],apach:42,api:[0,3,4,6,8,14,15,17,18,19,25,27,32,33,35,48,53,54,59,62,69,70,73,74,80,81,84,85,96,97,102,103,104,105],api_shar:8,api_test:8,api_trainer_config_helpers_lay:100,apiserv:85,apivers:[85,86],app:103,appar:6,appear:[18,30,34,67],appel:40,append:[6,24,25,49,57,58,66,71,73,80,100],append_backward:[6,50,96],append_clip_op:24,append_op:[24,38,57],append_oper:57,appl:103,appleyard:97,appli:[33,34,51,54,63,73,100],applic:[18,20,29,30,31,34,57,59,71,74,84,85,86,96,97,105],applyl1:12,appoint:74,appreci:[66,71],approach:[21,22,23,51,52,53,61,66,102,104,105],approxim:52,apt:[1,96],arbitrari:[21,44,76],arch:102,archetectur:66,architectur:[0,29,66,82,102,103],archiv:[45,46],area:33,arg:[6,35,50,65,74,91],argu:56,argument:[0,6,7,12,13,21,50,53,56,57,71,73,82,92,93,100],arithmet:29,arm64:[102,103],arm64_standalone_toolchain:102,arm:[29,102,103,104],arm_standalone_toolchain:102,armeabi:102,armv7:[29,103],armv8:29,arn:85,around:[16,40,57,85,105],arrai:[14,18,20,34,49,55,57,58,59,69,74],arrang:69,array_to_lod_tensor:40,arrow:33,articl:[0,31,34,81,86,104],artifact:[3,62,85],artifici:40,arxiv:[33,66],as_step_input:7,asap:75,asgd:52,ask:[6,9,16],asr:66,assgin:40,assign:[6,13,18,22,24,29,31,51,66,76,80,81,85,90,92,105],assigne:66,assignmemt:40,associ:[53,60,76],assum:[1,7,21,43,81,94,100],assumpt:21,ast:18,astyp:[58,74],asyc:9,async:[9,23,91],async_count:92,async_lagged_grad_discard_ratio:92,async_lagged_ratio_default:[91,92],async_lagged_ratio_min:[91,92],asynchron:[9,20,51,54,82,92],atom:22,attr:[7,18,35,38,43,55,56,57,65,74,100],attr_map:65,attrdesc:55,attribu:43,attribut:[6,7,23,24,38,55,57,59,63,65,69,73,74],attributemap:74,attrproto:65,attrtyp:[55,65,74],attrvalu:65,auc:[25,91],aucvalidationlay:92,audio:66,augment:66,authent:85,author:[27,66,85],auto:[0,7,12,22,31,39,43,45,56,59,63,69,71,73,74,76,97],autom:[84,85],automat:[0,4,6,14,21,23,24,32,50,59,65,66,71,73,74,81,83,85,91,92,96,100,103],avail:[3,9,14,23,29,30,40,85,105],averag:[13,92],average_test_period:[91,92],avg:[81,97],avg_cost:[21,81,98],avg_loss_valu:81,avoid:[0,5,7,9,20,21,38,43,51,52,53,97],avx2:0,avx:[0,1],awai:30,await:86,awar:[4,18,20,25,31,48,57,85,96],awk:87,awni:66,aws:27,aws_account_id:85,awsaccountid:85,awskeymanagementservicepowerus:85,axiom:20,b363:86,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:86,ba5f:85,back:[1,6,9,21,29,33,52,74],background:[61,66,80],backpropag:[5,6],backward:[5,7,12,14,24,33,41,42,50,52,53,56,60,61,68,73,92,94,98,100],backward_first:100,backward_op:5,backwardactiv:73,bacth:19,baidu:[30,66,86],bake:21,balanc:[23,51,85,92],bandwidth:[29,51],bare:[81,86,105],barrier:[82,92],barrierstatset:97,basci:35,base:[4,13,19,24,25,29,30,37,43,47,50,51,52,54,59,60,61,67,69,73,74,85,92,96,97,98,100,102,103],baseerrorclipattr:24,baselin:66,basematrix:73,bash:[0,1,85,86,90],basic:[21,35,43,54,55,59,60,66,69,73],batch:[4,7,9,11,12,19,20,21,25,26,30,33,36,47,48,49,51,52,66,69,71,73,81,85,86,92],batch_id:33,batch_im:33,batch_label:33,batch_norm:[33,66],batch_read:[11,19,58],batch_siz:[21,33,41,49,81],batch_szi:33,batch_z:33,batchnorm:[33,66],batchread:19,batchsiz:73,bazel:8,bbbbb:11,bcm2708:104,bdist_wheel:62,beacus:35,beam:[92,100],beam_gen:100,beam_search:[49,100],beam_siz:[49,91,92,94,100],becaus:[0,4,5,7,8,9,14,29,39,49,53,57,58,61,63,64,68,69,70,73,76,81,85,94,96,100,102],becom:[22,23,63,67,97],been:[6,8,13,20,30,71],befor:[0,1,6,9,16,20,24,28,31,34,47,52,53,54,58,61,71,74,75,85,96,102,103,105],begin:[6,12,14,19,25,28,34,49,51,73,80],beginiter:4,beginn:100,beginpass:4,begintrain:4,behavior:[20,97],behind:[30,69,81],being:[6,16,24,30,56,58,76,96],belong:[19,21,63],below:[0,3,7,9,14,21,23,29,30,44,53,58,61,69,70,73,80,82,85,90,97,100,102,103],benchmark:[44,66],benefit:[16,17,49],besid:[3,21,40,47,51],best:[0,1,8,43,92],besteffort:86,beta:33,better:[8,30,39,40,43,49,85,103,105],between:[1,6,8,9,14,21,23,29,30,43,46,51,53,60,63,74,76,85],bia:[49,57,73,100],bias:73,bias_attr:[57,100],biases_:73,biasparameter_:73,biassiz:73,bidi:86,bidirect:[66,100],big:[18,23,40,97,105],bigger:9,bilinearfwdbwd:97,bin:[0,1,80,85,86,90],binari:[0,2,3,8,17,21,29,31,33,44,85,96,97],bind:[18,20,29,32,63,67],bit:29,bitcod:103,bla:[1,103],black:[33,103],blank:[85,103],blob:0,block0:40,block1:40,block2:40,block:[6,10,12,14,18,20,21,22,23,24,25,26,30,37,40,47,48,50,67,70,73,74,76,92,97],block_expand:66,block_id:[18,26],blockdesc:[7,34,57,59],blockdescbind:37,blockingcount:22,blueprint:49,book:[59,66,77,98,100],book_distribut:81,bool:[7,19,29,36,38,41,42,43,56,57,64,65,69,70,73,75,92,94],boost:[47,66,67,75],boot:[100,105],boot_lay:100,boot_stat:69,bootstrapp:105,borrow:[33,69],bos_id:100,both:[4,7,8,9,16,19,20,21,23,29,30,33,37,40,47,49,51,54,56,64,66,67,73,74,76,77,81,82,85,97,100,103],bottl:51,bottleneck:[54,97],bottom:66,bound:40,boundari:21,box:[33,97],brace:[7,34],brain:16,branch:[3,4,7,8,21,30,36,55,62,68,71,74,77],breadth:92,break_if:69,brief:[8,14,29,67,76],briefli:97,bring:[30,40,76],broadcast:[9,51,59,105],broken:71,browser:[1,77,85,96],bsd:[0,20,51],bsp:20,bucket_nam:85,buddy_alloc:71,buf:12,buf_siz:[21,81],buffer:[12,20,43,44,52,58,63,92,98],buffer_s:20,buffered_read:58,bug:[71,85],build:[1,3,8,17,21,34,35,40,42,52,61,62,65,66,71,74,79,81,85,88,89,90,92,96,101],build_android:102,build_model:33,builder:71,buildtool:62,built:[0,3,8,18,21,29,31,40,47,51,65,66,69,96,102,104,105],bulk:20,bunch:[44,90,97],button:[71,77,85],c11:45,c703c041:71,c99:46,c99e:85,cach:[0,29],cacul:[25,80],caff:[7,30],caffe2:[7,18,20,30],calcul:[1,5,6,9,14,22,25,29,40,73,82,92,94,97,100],calcut:40,calendar:54,call:[0,4,5,6,7,12,13,14,15,17,18,20,21,24,31,33,34,40,48,49,50,54,57,59,60,63,65,67,69,73,74,75,76,79,81,85,90,92,96,97,100],callback:[24,73],caller:[5,85,96],can:[0,1,2,3,4,5,6,7,8,9,12,13,16,17,18,19,20,21,23,24,26,29,30,31,32,33,34,35,37,38,39,40,43,47,48,49,50,51,52,54,55,56,57,58,59,60,61,65,67,69,70,71,73,74,75,76,77,79,80,81,82,83,84,85,86,87,90,91,92,94,96,97,100,102,103,104,105],cancel:16,candid:[49,66],cannot:[19,39,59,63,69,73,74],cantain:35,capabl:[29,53,59],capac:[61,85],capi:[0,45],capi_prvi:46,caption:49,captur:83,card:[51,81,90],care:[1,17,40,58,66,67,91,92,105],carefulli:[66,92],carpedm20:33,cast:[29,39],cast_to_op_attr:65,cat:[1,87],categor:74,categori:9,categoryfil:86,caus:[3,9,28,74],caution:[85,86],cbla:41,cc_:8,cc_binari:8,cc_test:8,cclient:15,cduadevicecontext:[47,67],cento:[0,3,79,105],central:[61,81],ceph:[11,86],cephf:[11,17,27],cer:66,certain:[19,38,47,50,54,63,67,75,91],certif:[4,27,85],cffi:45,cfg:[40,86],cgo:45,ch1:20,ch2:20,chain:[6,34,73],challeng:[5,9,30,36,67],chan:20,chanc:[4,29,73],chang:[0,8,13,17,21,30,43,53,55,58,60,62,63,66,71,73,74,76,80,81,85,92,97,100,102],changes:43,channel:[18,97],chapter:[48,49,66,81],chapter_data:48,chapter_out:48,charact:[20,66],characterist:94,check:[0,3,6,7,8,24,43,56,59,68,71,74,77,85,90,92,94],check_attr:65,check_eq:73,check_grad:[5,74],check_l:73,check_output:74,check_sparse_distribution_batch:[91,92],check_sparse_distribution_in_pserv:[91,92],check_sparse_distribution_ratio:[91,92],check_sparse_distribution_unbalance_degre:[91,92],check_styl:71,checker:[5,59],checkgrad:92,checkgrad_ep:92,checkmark:105,checkout:71,checkpoint:[23,56],checksum:27,child:7,china:1,chines:77,chip:30,chmod:85,choic:[1,8,30],choos:[0,1,2,20,38,75,92,102],chosen:[33,47],chunk:[13,27],circl:34,circular:20,circumst:67,claim:85,claimnam:85,clang:[29,45,71,102],clariti:49,classic:[40,66],classif:[34,94],classifi:33,claster:85,clean:[0,7,8,26,53,59,71],clear:[8,39,49,53,63,104],clearer:[53,57],clearli:63,cli:85,click:[3,71,77,85,96,97],client:[12,15,59],clip:92,clip_op:24,clip_op_desc:24,clone:[0,71,77,96,102,104],close:[20,58,71],close_channel:20,cloud:[8,9,17,27,28,59,105],cludform:85,cluster:[4,7,9,14,21,66,80,82,86,90,91,92],cluster_test_fil:80,cluster_train:83,cluster_train_fil:80,cluster_train_v2:[83,84,87],cm469:85,cmake:[0,46,71,73,74,77,81,96,97,102,103],cmake_build_typ:[96,102,103,104],cmake_c:103,cmake_install_prefix:102,cmake_system_nam:[102,103,104],cmakelist:[8,41,42,73],cmatrix:[45,46],cmd:86,cname:85,cnn:86,coars:32,code:[0,1,3,4,6,8,16,19,20,21,23,26,29,32,33,34,38,44,47,50,52,53,54,56,58,59,60,61,65,69,72,73,74,75,76,77,79,80,81,85,86,97,100],codebas:[59,71],collabor:9,collect:54,collectbia:73,column:[34,58,73,96],com:[0,1,8,33,62,71,77,85,86,96,98,102,104,105],combin:[40,50,59,63],come:[21,25,40,55,66,69],comma:[14,81,92],command:[0,1,3,8,12,17,28,71,73,74,77,79,81,82,83,85,86,87,88,89,90,95,96,97,102,103,104],commandlin:97,comment:[8,35,65,66,71,74],commit:[8,71],common:[11,61,67,73,91,100],commonli:[28,61,94,96,97,100,104],commun:[9,14,15,20,21,23,51,71,73,80,81,85],compani:30,compar:[0,5,8,18,59,73,74],comparison:[8,30,75],compat:[29,32,51],compil:[8,21,30,35,37,40,47,51,60,64,65,70,73,77,90],complaint:8,complet:[2,6,7,9,13,14,24,27,34,44,47,59,73,74,76,81,85,86,96,105],complex:[16,20,40,49,59,97,100],complic:[21,32,39,58,69],compon:[20,21,35,66,69,70,73,75],compos:[4,20,32,35,48,57,59],composit:32,compress:13,compris:6,compromis:0,comput:[0,1,4,5,9,20,21,23,26,29,30,31,35,39,40,44,47,50,51,52,54,60,63,66,67,70,71,73,74,75,81,84,85,90,94,96,97,98,100,102,103,104],computation:100,computationgraph:35,con:51,concat:[33,100],concaten:[33,48,69],concentr:59,concept:[4,18,19,20,30,32,33,35,43,48,49,52,53,55,63,69,70,100],conceptu:[20,26,30,33,35],concern:[4,20,25,103],concis:[33,69],conclud:74,concret:[59,67,74],concurr:[9,16,23,54,82],concurrentremoteparameterupdat:92,cond:[7,30,36,55],condit:[13,21,30,36,43,66,68,86,100],condtion:33,conduct:97,conf:83,conf_paddle_gradient_num:85,conf_paddle_n:85,conf_paddle_port:85,conf_paddle_ports_num:85,conf_paddle_ports_num_spars:85,config:[11,28,49,73,85,86,91,92,105],config_:[12,92],config_arg:[91,92,94],config_lay:73,config_len:14,config_pars:[41,42,73],config_proto:14,configmap:21,configur:[0,6,12,14,16,17,21,23,30,35,38,39,57,66,67,71,73,74,76,79,80,81,92,97,99,102,104,105],confirm:28,conflict:[63,71],confus:[33,38],congest:92,connect:[17,18,21,23,66,73,80,81,85,86,90,105],consid:[0,6,56,67,94,97,105],consider:[47,66],consist:[13,19,20,31,44,55,58,59,60,65,66,70,74],consol:[85,97],consolid:[7,77],constant:[35,37,38,47,73,74],constraint:63,construct:[4,26,35,40,48,57,59,63,65,75,100],constructbackwardgraph:34,constructoptimizationgraph:34,constructor:[24,29,54,57,59,63,65,73,74],consum:[9,96],consumpt:40,contact:16,contain:[0,2,3,4,6,7,13,26,33,35,43,44,47,53,54,57,59,60,63,64,65,66,69,70,74,80,81,85,87,90,100,103],container:84,containerport:85,content:[14,28,44,49,77,86],content_dir:77,content_len:14,context:[24,43,63,64,67,74,76,98,100],contin:85,continu:[6,9,44,66,82,92,102],contrib:61,contribut:[61,66,72],contributor:[59,71],control:[7,18,20,68,85,86,92,105],controlflowgraph:40,conv2d:[33,75],conv:[33,39,43],conv_fwd:43,conv_pool_2:21,conveni:[4,6,35,50,65,66],convent:[6,14,71,74],converg:83,convers:[29,30],convert:[11,21,22,23,29,30,31,43,58,60,66,81],convlut:66,convolut:[33,47,57,67],convolution_algorithm_opt:43,cool:71,cooper:66,coordin:[9,14],copi:[0,4,13,16,28,34,48,49,51,52,69,71,80,85,87],copy_from:24,copyvariablewithtensor:39,core:[0,6,35,38,46,52,53,69,92,98],coreo:[85,105],corner:59,corpu:66,correct:[5,6,29,51,73,74,75,85],correctli:[6,29,33,73],corresond:29,correspoind:4,correspond:[4,6,7,8,24,29,35,36,43,47,48,49,57,59,60,61,65,67,68,73,74,75,76,96,103],correspondingli:103,corss_entropi:4,cortex:29,cos:65,cosin:65,cosineop:65,cosineopproto:65,cosineopprotomak:65,cost:[4,6,21,34,39,50,51,55,56,81,92,98],cost_np:56,could:[0,4,5,13,18,20,21,22,23,29,30,31,48,50,52,53,55,57,58,60,68,75,83,85,96,97,102],count:[9,17,25,56,58,66,80,81,86,92,94,97],counter:[9,13,22,34],cours:[0,17,47],cover:[30,66,76],cp27:3,cp27m:[3,62],cp27mu:[3,62],cpp:[5,12,32,41,42,45,46,53,59,70,73,75,97],cprofil:96,cprofilev:96,cpu:[0,1,5,17,29,38,39,47,52,53,54,59,61,62,67,74,75,76,86,92,96,97,98],cpu_avx_mkl:[1,3],cpu_avx_openbla:[3,79],cpu_kernel:38,cpu_noavx_openbla:3,cpu_ns_:54,cpu_per_pserv:21,cpu_per_train:21,cpudevicecontext:[47,67,74,75],cpuelapsedu:54,cpuengin:42,cpuinfo:1,cpuplac:[21,38,39,43,47,67,74,75,76,81,98],cpusparsematrix:46,crash:[9,83,92,97],creat:[1,4,5,7,9,14,18,19,22,24,25,26,27,28,29,30,32,33,34,43,47,48,50,51,52,53,57,60,61,66,71,73,74,77,79,80,81,87,92,102,105],create_backward_pass:50,create_bias_paramet:73,create_block:57,create_doc_str:65,create_input_paramet:73,create_local_scop:26,create_oper:32,create_optimization_pass:50,create_paramet:57,create_python_ops_creatation_funct:65,create_rnn:7,create_rnn_op:48,create_tmp_var:57,create_tmp_vari:57,create_var:57,create_whileloop:69,creategradientoper:60,creatememori:43,createop:65,createoper:7,createprimitivedesc:43,createstack:85,createvari:7,creation:[32,85],creationd:85,creator:[11,59,60],creator_:60,credenti:28,crf:[39,67],critic:[33,96],crlf:71,crop:67,crop_grad:67,cropgradkernel:67,cropkernel:67,cross:[57,74],cross_compil:104,cross_entropi:[4,21,33,39,40],crt:27,csc:73,csr:73,ctc_error_evalu:66,ctest:[0,74],ctor:57,ctrl:[0,83],ctx:[39,43,74,76],cubla:[47,75],cublas_handle_:67,cublashandle_t:67,cuda7:[3,79],cuda8:[0,1,3],cuda:[1,3,8,31,47,54,59,67,74,75,81,90,92,97],cuda_context:31,cuda_dir:[91,92],cuda_fp16:29,cuda_so:1,cudaconfigurecal:97,cudadevicecontext:[31,47,67,74],cudadevicegetattribut:97,cudaelapsedu:54,cudaevent_t:54,cudaeventcr:97,cudaeventcreatewithflag:97,cudafre:97,cudagetdevic:97,cudagetdevicecount:97,cudagetdeviceproperti:97,cudagetlasterror:97,cudahostalloc:97,cudalaunch:97,cudamalloc:97,cudamemcpi:97,cudaplac:[39,47,67,75],cudaprofilerstart:97,cudaprofilerstop:97,cudaruntimegetvers:97,cudasetdevic:97,cudasetupargu:97,cudastream_t:67,cudastreamcr:97,cudastreamcreatewithflag:97,cudastreamsynchron:97,cudeviceget:97,cudevicegetattribut:97,cudevicegetcount:97,cudevicegetnam:97,cudevicetotalmem:97,cudnn:[8,38,39,43,47,67,75,92],cudnn_conv_workspace_limit_in_mb:[91,92],cudnn_dir:[91,92],cudnn_kernel:38,cudnnconvopkernel:75,cudnnv5:0,cudrivergetvers:97,cuinit:97,cumtim:96,cur_mem:49,curl:85,curli:[7,34],current:[0,1,3,6,7,8,9,12,14,18,23,25,30,38,39,47,48,49,52,53,54,57,63,69,73,77,80,81,83,85,92,100,103],current_block:[55,57],current_endpoint:81,current_oper:55,current_word:100,curv:4,custom:[4,17,29,33,49,52,59,66,73,85],custom_batch_read:58,cut:69,cxx:103,cxx_compil:[102,103,104],cxx_flag:103,cxxabi_1:3,cycl:9,cython:45,d3e0:85,d_b0:33,d_b1:33,d_b2:33,d_block:33,d_f:33,d_g:33,d_h0:33,d_h0_bn:33,d_h0_relu:33,d_h1:33,d_h1_bn:33,d_h1_relu:33,d_h2:33,d_loss:33,d_loss_fak:33,d_loss_real:33,d_optim:33,d_step:33,d_t:33,d_w0:33,d_w1:33,d_w2:33,daili:71,dandroid_abi:102,dandroid_arm_mod:102,dandroid_arm_neon:102,dandroid_standalone_toolchain:102,dangl:0,dario:66,darwin:85,dash:33,dat:11,data:[4,5,7,11,12,13,20,23,25,27,29,30,33,34,35,37,38,40,43,44,47,48,49,50,51,52,53,55,57,59,61,63,64,65,66,67,69,70,73,74,76,79,80,81,82,87,88,91,92,94,97,98,100],data_i:33,data_lay:12,data_layout_:39,data_read:58,data_reader_creator_random_imag:58,data_shar:69,data_typ:[39,44,64,66,70,75,79,100],data_type_:[38,39,47],data_x:33,datacent:[11,28],datacenter1:11,datacenter2:11,datacenter_1:11,datacenter_2:11,datacenter_nam:11,datafeed:[81,98],dataflow:35,dataflow_analysi:40,datalayout:39,dataparallel:21,dataprovider_convert:66,dataset:[11,17,21,52,58,66,79,81,82,92,96,100],datatransform:39,datatyp:[38,39,43,64,66,70],date:80,dcgan:33,dcmake_install_prefix:[102,103,104],dcmake_system_nam:[102,103,104],dcuda_arch_nam:0,dcudnn_root:0,ddim:[19,47,67,76],dead:9,deal:[6,105],debug:[1,5,6,21,28,30,57,71,96],debug_str:35,decayr:12,decent:13,decid:[4,16,33,44,52,60,61,64],declar:[7,33,48],decod:[66,100],decoder_boot:100,decoder_dim:49,decoder_group_nam:100,decoder_input:[49,100],decoder_mem:[49,100],decoder_s:100,decoder_st:100,deconv:33,decor:[19,73],decrement:22,decrementcount:22,decrypt:85,deduc:59,deep:[1,6,16,20,26,33,34,40,42,54,59,61,66,67,81,97,103],deeper:[1,31],deepspeech2:41,def:[4,5,6,11,17,24,25,32,33,35,38,40,48,49,50,57,58,65,69,73,74,100],def_block:33,defalut:[92,94],default_block:33,default_devic:94,default_main_program:[81,98],default_param_attr:57,default_st:69,default_startup_program:[81,98],default_valu:94,defaultdict:40,defaultinfervartyp:37,defect:53,defer:16,defin:[4,6,7,8,9,16,18,19,22,23,24,29,30,31,32,33,35,38,40,47,48,51,55,57,58,59,63,65,67,69,73,76,80,81,83,92,96,98,100],definit:[1,6,7,9,13,21,26,31,38,55,60,65,69,74,96,98],definiton:32,deivc:75,delai:[52,67,76,92],delet:[17,27,71],deletestack:85,deliv:105,delta:5,demand:[9,67],demo:[59,83,86,88],demolish:86,demonstr:[76,100],denot:[74,94],dens:[14,15,64,66,73,85],dense_vector:79,densescann:66,dep:8,depart:66,depend:[1,7,8,9,17,19,20,21,23,35,51,56,64,74,80,82,94,102,103,104,105],dependent_var:56,deploi:[83,94,105],deploy:[35,44,59,83,84,85,103,105],deprec:66,depth:[7,30,66],dequeu:23,deriv:[4,19,21,24,36,50,102],desc:[7,24,43,44,57,65,69],desc_:7,descend:69,descent:[9,52,82],descproto:44,describ:[4,6,7,8,13,18,21,26,31,38,39,43,44,48,49,53,55,57,59,64,65,70,73,74,75,76,85,86],describestack:85,describestackev:85,describestackresourc:85,descripotor:43,descript:[0,3,7,8,37,39,42,44,47,60,64,66,70,71,74,80,85,93],descriptor:[20,39,43],deseri:[44,53],deserializ:59,desgin:34,design:[6,12,19,38,40,45,52,54,61,74,105],desir:[9,21,52,85,86],destin:[14,28],destroi:[7,26],destruct:63,destructor:[54,73],detail:[0,5,6,13,17,21,23,28,30,33,35,39,40,43,44,47,48,54,57,61,63,67,69,70,73,74,75,76,77,79,81,83,85,86,93,94,96,97,100,104,105],detect:[0,37,71,102],determin:[7,21,40,47,59,73],dev:[0,1,59,96,102,105],dev_ctx:[7,43,54],devel:62,develop:[0,1,3,6,8,30,37,53,54,57,60,62,66,71,76,77,80,91,92,96,98,101,103,104],deverlop:92,devic:[1,5,18,21,25,29,35,39,42,43,47,51,53,54,59,74,76,92,98,103],device_:54,device_context:[43,74],devicecontext:[7,47,54,74,75],deviceid:[42,94],deviceid_:42,deviceplac:67,devid:92,devot:66,devtools2:0,dhcp:105,diagnos:83,diagram:[48,82],diamond:33,dict:[6,57,80,87],dict_siz:[12,49],dictionari:[4,5,57,94],did:[1,53],diff_mat:5,differ:[1,5,6,7,8,9,14,16,19,21,22,23,24,25,26,29,30,33,35,36,39,40,43,47,49,51,52,54,56,60,63,66,68,69,70,73,74,75,76,80,82,83,85,86,92,96,100,103],differenti:32,difficult:[0,5,30],dig:[1,85,97],digit:80,digraph:35,dilat:43,dim0:74,dim1:74,dim:[12,43,44,48,59,64,67,70,73,74,76],dim_:[67,76],dimens:[33,59,64,66,67,69,73,74,76,94],dimension:[73,76,100],dios_arch:103,dios_enable_bitcod:103,dios_platform:103,dios_use_veclib_for_bla:103,dir:102,direcit:66,direct:[30,40,52,66,96],directli:[0,2,8,15,17,19,21,29,38,39,53,65,69,83,86,102],director:74,directori:[0,1,8,11,16,27,28,67,76,77,80,83,86,87,92,97,102,103,104],disabl:54,disadvantag:[52,57],discard:[9,13,49,92],discov:9,discoveri:85,discrep:97,discrim:33,discuss:[4,7,13,14,15,21,43,66],disk:[0,44,86],dispatch:[21,53,83,84,92],displai:[17,28,71],dist:[0,62],dist_train:[4,17],distinguish:[8,83],distribut:[3,7,13,14,15,16,18,20,25,31,51,59,66,70,80,83,84,86,88,89,95,105],distribute_test:[91,92],distributedli:[21,73],distributetranspil:81,disucss:4,divid:[6,25,65,70,91,96],diy_beam_search_prob_so:[91,92],django:77,dnn:[0,43,66],dns:85,do_forward_backward:58,doc:[0,35,48,69,74,76,77,80],doc_cn:77,docker:[0,2,62,71,77,85,88,89,90,105],docker_build:4,docker_clust:[83,87],docker_push:4,dockerfil:[102,104],dockerhub:1,document:[0,5,19,21,27,34,48,49,54,59,66,71,72,74,75,76,81,90,94,103],doe:[0,3,9,13,14,16,17,18,19,21,23,26,29,35,40,48,53,57,59,60,61,73,74,76,97,98],doesn:[0,1,4,7,18,20,58,71,86,96,97,102,103],doing:[12,16,21,34,97],domain:85,don:[0,1,4,8,32,34,40,58,66,71,74,77,85],done:[6,8,9,13,14,21,22,37,40,44,52,60,61,66,71,85,96,97],dot:[74,92],dot_period:[92,94],doubl:[0,21,29,34,39,54,74,75,92],down:[66,97],download:[0,1,3,8,9,12,16,27,80,82,103,105],dozen:8,draw:49,drive:63,driver:[1,81,90],drop:[19,49],dropout:73,drpi_arm_neon:104,drpi_toolchain:104,drwxr:86,ds2:66,dst:[14,43],dst_primitive_desc:43,dtoh:97,dtype:[20,21,35,57,81,98],due:[13,16,33,40,49,57,96],dummi:13,dump:44,duplic:23,durat:[13,97],dure:[6,7,9,13,16,17,25,30,40,51,52,54,57,59,66,70,73,74,85,91,92,105],duse_eigen_for_bla:102,dwith_c_api:[46,102,103,104],dwith_distribut:81,dwith_doc:81,dwith_gpu:[0,81,104],dwith_profil:97,dwith_python:[46,81,104],dwith_swig_pi:[46,81,102,103,104],dwith_test:[0,74,103],dwith_tim:97,dynam:[0,14,46,48,57,58,92,97],dynamic_cast:73,dynamic_recurrent_op:69,e2e:105,each:[5,6,8,9,12,13,14,16,17,18,19,20,21,24,25,26,31,34,37,39,40,43,47,48,49,51,53,54,56,57,58,59,60,63,64,65,66,67,68,69,70,73,75,80,81,82,83,85,90,92,94,96,100,105],eager:30,earli:[29,31,71,74],eas:[37,74],easi:[5,6,49,52,58,59,61,71,73,83],easier:[0,4,23,29,30,58,68,69,71,73],easili:[4,33,51,54,58,60,63,67],echo:1,edg:40,edit:[0,1,20,85],editor:[0,57],edu:[85,86],eeoi3ezpr86c:85,effect:[0,85,92,103],effici:[0,21,44,58,66,67,73,100],effort:[21,66],efs:85,efs_dns_nam:85,efsvol:85,egd:40,eigen:[29,47,52,59,61,67,74,102,103],eigen_device_:67,eigen_test:76,eigen_use_gpu:74,eigenmatrix:76,eigenscalar:76,eigentensor:76,eigenvector:76,either:[2,4,21,33,36,37,48,52,61,97,103],elabor:66,elb:85,elbapis:85,electr:40,electron:86,element:[5,13,20,23,35,49,59,74,76],element_typ:[14,75],elementari:59,elif:[4,65,68],els:[0,1,4,12,17,20,21,23,24,30,33,36,37,38,40,63,65,68,73,74],elsewher:54,emac:0,email:71,emailweixu:8,emb1:12,emb2:12,emb:86,embed:[4,7,12,23,37,49,64,69,80,100],embedding_lay:12,embedding_nam:100,embedding_s:100,emphas:97,emplace_back:73,emploi:[6,24,65,100],empti:[6,9,19,20,49,74],emul:29,enabl:[7,8,13,18,23,24,35,54,71,80,85,92,97,103],enable_grad_shar:[91,92],enable_parallel_vector:92,enc_proj:100,enc_vec:100,encapsul:14,encod:[13,49,100],encoded_proj:100,encoded_sequ:100,encoded_vector:100,encoder_ctx:49,encoder_ctx_expand:49,encoder_ctx_proj:49,encoder_dim:49,encoder_out_seq:49,encoder_s:100,encount:12,encourag:[21,26],encrypt:85,encrypt_decrypt:85,end2end:105,end:[3,6,7,21,24,31,35,40,49,53,54,58,63,66,68,71,92,100],end_pass:4,endian:44,endif:[47,54],enditer:4,endpass:4,endpoint:[11,85],endtrain:4,enforc:103,engin:[17,42,43,66,97],english:[66,77],enjoi:1,enough:[0,6,7,38,40,47],enqueu:23,ensur:[0,1,3,9,43,51,63,73,103],enter:[7,26],enterpris:59,entir:[14,16,74],entiti:[7,63],entranc:26,entri:[0,13,17,37,71,73,85,102],entropi:57,entry_point:17,enumer:47,env:[77,85,96],environ:[0,3,4,19,21,71,80,84,85,86,91,92,96,97,103],environmenterror:80,eos_id:100,epoch:33,epol:20,equal:[9,69,74,75,92],equat:[40,74],equip:100,equival:[4,7,18,20,24,30,36,65,105],eras:19,erlang:20,error:[4,5,13,28,29,30,43,63,66,73,74,83,85,92],error_clip:24,error_clip_callback:24,errorclipbyvalu:24,especi:[0,42],essenc:[4,6],essenti:[4,26,29,76],establish:18,estim:[4,23,52],eta:86,etc:[0,7,20,21,25,43,51,52,58,63,66,75,84,85,91,94,105],etcd:[9,13,14,16],etcd_addr:14,eth0:85,etyp:20,eval:[7,25,33,59],eval_program:25,eval_result:25,evalu:[16,35,56,66,97,98],even:[0,4,29,51,57,58,71,92,97,103],evenli:[14,85],event:86,event_:54,event_block:54,event_handl:4,eventkind:54,eventlist:54,eventu:[21,69],everi:[4,9,13,14,16,24,25,34,35,37,39,40,43,47,48,51,57,63,65,71,73,74,76,80,82,87,90,92,98,100],everyon:71,everyth:[21,23,33,102],everywher:0,evid:53,evolv:30,exactli:[19,85],exampl:[0,7,17,19,21,23,25,28,30,31,32,33,34,35,37,39,40,43,47,48,49,53,54,55,57,58,59,60,61,64,67,68,69,71,73,74,75,76,80,81,84,85,86,91,92,94,96,97,98,100,104],except:[16,18,30,34,54,66,69,94],excess:40,exchang:53,exe:[21,81,98],exec:92,execut:[8,9,13,17,18,19,20,21,25,26,31,33,35,40,43,51,54,60,70,73,85,96,97],executioncontext:[39,43,74,75,76],executor:[18,21,25,29,30,31,33,39,50,55,57,70,81,96,98],exist:[0,3,4,7,9,19,28,30,49,57,58,60,65,67,69,73,76,85,92,103],exit:[14,28,81,86,92],expand:[1,49,73],expect:[39,97],expected_desc:43,expected_kernel_kei:39,experi:[44,66,94],experienc:71,expert:8,expir:9,explain:[9,18,30,32,34,71,75,81,82,96],explan:[17,18,21,39,63],explicit:[19,54,69,73,75],explicitli:[4,21,26,74,76,103],explod:24,explor:[49,61],expos:[6,15,20,43,44,67,69,85],express:[4,23,25,35,40,74,85],extend:[52,69],extens:[16,23,49,74,102],extent:46,extern:[8,42,45,46,59,66],external_librari:8,extingrad_:42,extinval_:42,extoutgrad_:42,extoutval_:42,extra:[21,61,67,105],extraattr:94,extract:[30,53,66,74,85],extrem:[18,30,97],f120da72:86,f7e3:85,fa0wx:86,fabric:84,face:[8,61],fact:[18,30,51,55,57],factori:45,fail:[9,13,49,74,86,92,94],failur:[9,14,74],fake:33,fake_imag:58,faked_imag:33,fall:[29,56],falloc:27,fals:[5,6,7,30,36,38,41,48,55,56,58,64,70,73,74,79,80,86,92,94,100],false_block:[7,36,55],false_label:58,false_neg:25,false_posit:25,false_read:58,familiar:20,far:[24,69],fashion:21,fast:[13,30,97],faster:[1,9,30,97,100],fastest:30,fastli:71,fat:103,father:6,fault:[0,13,59],favorit:0,fbd1f2bb71f4:86,fc1:[35,73,94],fc1_bia:35,fc1_weight:35,fc2:[35,94],fc3:[35,94],fc4:94,fc8a365:85,fc8a:85,fc_layer:[57,65,73,94],fc_op:65,fc_out:7,fc_output:65,fc_without_b:7,fclayer:73,fcop:32,feasibl:52,featur:[6,21,29,35,51,54,66,71,92],feed:[4,21,34,48,61,81,98],feed_dict:33,feed_list:[81,98],feeder:[21,81,98],feel:71,fetch:[9,12,19,21,56,73,98,100],fetch_list:[21,57,81,98],fetch_op:56,few:[0,8,9,20,21,40,52,58,64,66],fewer:[20,57],fft:66,field:[7,35,37,44,56,57,60,64,65,85,97],fifth:34,figur:[4,8,21,23,33,42,48,54,57,66,73,97,100],file:[0,1,3,4,6,8,9,11,13,14,16,17,19,20,27,28,30,31,35,44,46,58,59,66,67,70,71,73,74,75,76,79,80,81,83,87,92,98,100,102,103,104,105],filelist:66,filenam:[11,57,96],fileoffset:27,filesystem:[16,17,21,27,85],fill:[9,13,47,57,85],fill_zero_grad:59,fill_zeros_like_op:6,filter:[24,43],find:[0,3,7,9,16,20,29,35,39,43,49,63,81,87,97,102,103],find_var:5,findmemori:43,findop:7,findprimit:43,findprimitivedesc:43,findvar:[7,63],fine:[13,32],fingerprint:85,finish:[0,9,13,16,17,26,40,51,65,80,82,83,85,86],finit:73,finnal:1,first:[0,4,6,7,9,13,16,17,18,21,26,28,30,33,34,35,43,48,49,55,56,57,59,64,65,66,67,68,69,71,73,74,76,81,85,92,94,97,100,105],first_seq:100,firstli:75,firstseen:86,fit:[29,38,40,44,49,59,81],fit_a_lin:81,five:[55,97],fix:[21,40,45,57,66,71,96],flag:[41,42,54,71,74,77,92],flatten0:35,flatten:[35,55,57,76],flexibl:[4,14,21,30,34,38,48,49,52,58,67,69,100],flist:80,fliud:18,float16:20,float16_t:29,float32:[21,29,32,33,57,58,74,81,98],float_to_half_rn:29,flow:[7,18,20,48,54,62,68],fluid:[6,19,21,23,26,39,47,54,57,67,68,75,96],fluid_cuda_create_tensor:31,fluid_cuda_mult:31,fluid_cuda_read:31,fly:6,fmt:20,fnt03:85,focu:[20,35,96,97],focus:74,folder:[8,11,17,28,81,85],follow:[0,1,3,4,5,6,7,8,9,13,17,18,19,20,21,23,26,29,30,31,32,33,34,35,36,37,39,40,43,47,48,49,51,52,54,55,56,57,58,59,60,61,63,64,65,66,67,68,69,71,73,74,76,77,79,81,85,86,87,88,89,94,96,97,98,100,102,103,104,105],footprint:31,forbid:4,forc:[39,51,57],force_cpu:38,force_cudnn:38,force_load:45,forest:7,forev:20,forget:4,fork:71,form:[3,19,20,25,97],formal:39,format:[5,13,19,21,29,30,47,49,66,69,71,73,74,76,79,80,85,92],former:[4,8,30,40,52],formula:[5,40],forth:33,forward:[5,6,7,12,14,24,30,33,41,42,43,44,50,53,55,58,59,60,61,64,73,94,100],forward_infer:43,forward_list:54,forward_op:5,forward_train:43,forwardactiv:73,found:[29,55,61,63,75,81,84,100,104],four:[20,25,30,34,43,47],foward:56,fp16:[29,59,70],fp32:[39,47,59,70],fp64:[47,70],fpga:[47,98],fpgadevicecontext:67,fpgaengin:42,fpgaplac:[47,67],frame:[26,59,66,69],framework:[4,6,7,20,24,25,29,30,35,47,51,52,54,55,59,61,63,65,67,71,73,74,84,96,98,103],free:[31,67,71,105],freememoryop:31,frequenc:[66,97],frequent:[13,58,59,61,67,83,102,103],fresh:16,friend:63,friendli:33,from:[1,3,5,6,7,8,9,11,12,13,14,18,19,20,21,23,24,25,28,29,30,32,33,34,35,36,38,39,40,43,48,49,50,51,53,55,57,58,59,60,63,66,67,68,69,71,73,74,75,76,80,81,82,84,85,86,92,94,96,97,100,102,103,105],fromfil:58,front:[35,40],fulfil:97,full:[9,16,20,48,51,52,73,75,100,105],full_matrix_project:100,fulli:[21,23,66,73,81,97,105],fullsiz:12,fullyconnect:[35,57],fullyconnectedlay:73,func:[13,18,31,60],functor:[32,35],fundament:[19,20,23,29,59],further:[19,65,105],futur:[16,21,29,40,48,59,102],fvs:65,fwd_desc:43,fwd_op:60,fwd_primit:43,fwd_primitive_desc:43,fwd_var:24,g_b0:33,g_b1:33,g_b2:33,g_block:33,g_command_config_arg:[41,42],g_h0:33,g_h0_bn:33,g_h0_relu:33,g_h1:33,g_h1_bn:33,g_h1_relu:33,g_h2:33,g_im:33,g_loss:33,g_optim:33,g_program:57,g_state:54,g_step:33,g_w0:33,g_w1:33,g_w2:33,gan:4,gangliao:8,gap:92,gatedrecurrentlay:41,gather:[6,40,51,53,73,74],gaussian_normal_random:33,gcc:[0,29,31,45,59,96,102,104],gcc_3:3,gcreators_:65,gemm:41,gemmconvkernel:75,gendrated_id:49,gener:[0,4,5,6,7,8,9,11,13,14,16,18,21,30,32,37,40,43,47,51,52,55,56,57,58,59,60,64,65,66,67,68,69,71,74,85,87,92,94,97,102,104],generated_id:49,generated_scor:49,generatedinput:100,get:[0,1,3,5,6,7,8,9,13,14,16,17,19,27,30,33,35,38,39,40,41,42,43,47,48,49,54,57,59,60,63,65,69,71,73,74,75,80,83,85,87,96,97,100,101],get_all_op_proto:65,get_block:57,get_config_arg:94,get_data:86,get_dim:5,get_float_el:5,get_grad_op_desc:6,get_input_lay:73,get_numeric_gradi:5,get_numerical_gradi:5,get_output:5,get_program:40,get_pserver_program:81,get_startup_program:81,get_support:3,get_symbol:35,get_tensor:5,get_trainer_program:81,get_vari:7,get_worker_addr:18,getactualkerneltyp:38,getattr:24,getbatchs:73,getdeviceid:75,geteigendevic:76,getengin:43,getenv:[4,17,80],getexpectedkerneltyp:[38,39,43],getinfervartyp:37,getinput:73,getinputgrad:73,getinputvalu:73,getkerneltyp:29,getkerneltypeforvar:39,getlibrari:43,getmat:12,getoptconfig:12,getoutputgrad:73,getoutputvalu:73,getparam:12,getparameterconfig:12,getparameterptr:73,getparameterspars:12,getparametersremot:12,getplac:[43,67,74,75,76],getsiz:73,gettask:13,gettempl:85,gettensor:39,gettranspos:73,getw:73,getweight:73,getwgrad:73,git:[0,62,71,77,102,104],github:[0,8,33,47,62,71,77,96,98,102,104],give:[0,9,39,48,57,59,71,73,85,97],given:[6,14,16,20,23,24,30,32,33,49,58,61,69,73,92],glibc:[3,102,104],glibc_2:3,glibcxx_3:3,glide:8,global:[0,4,7,8,9,31,35,38,39,53,54,59,63,65,67,85,92,97],global_block:57,globalstat:97,globalstatinfo:97,glog:71,glog_v:71,glog_vmodul:71,gnueabihf:104,go_librari:8,go_test:8,goal:[19,20,23,29,34,51,59,66,97],gob:13,godep:8,godoc:45,goe:[9,30,36,63,98],going:[6,32,52,90,96,105],golang:8,good:[20,33,52,57,58,61,81,96,97,105],googl:[4,54,59,71,84,96,102],googleapi:85,googlenet:42,goroutin:[18,20],got:[38,63],gpg2:85,gpg:85,gprotos_:65,gpu:[0,3,5,17,20,25,29,39,40,47,51,52,53,54,59,61,62,67,75,76,79,80,81,90,95,98,105],gpu_id:[92,94],gpu_per_train:21,gpudevic:67,gpugpu_id:91,gpukernel:59,grab:9,grad:[5,6,14,24,42,57,64,92],grad_info_map:6,grad_n:24,grad_nam:24,grad_op:24,grad_op_class:59,grad_op_desc:24,grad_op_maker_:60,grad_op_typ:[59,60],grad_op_type_:60,grad_s_block:6,grad_share_block_num:[91,92],grad_to_var:[6,24],grad_var_nam:5,gradient:[9,13,20,22,24,34,37,50,51,52,53,57,59,64,74,80,81,82,92,96],gradient_flat:5,gradient_machin:46,gradientmachin:[46,53],gradientmachine_:12,gradopdescmak:[37,60],gradopdescmakerbas:60,gradopmak:60,gradual:97,grain:32,gram:66,grant:85,graph:[6,7,8,9,18,20,21,22,23,25,30,33,48,51,52,55,76],great:[23,66,105],greater:[24,52,80],greaterthan:65,greedi:66,green:[18,33],grep:[1,87],groudtruth:100,group:[13,35,43,67,74,105],group_input1:100,group_input2:100,group_input:100,grow:71,grpc:105,gru:[49,66,100],gru_decod:100,gru_decoder_with_attent:100,gru_out:49,gru_step:[49,100],grumemori:100,gserver:[41,42,73],gsizex:97,gtx:40,guarante:[43,57,73],guard:12,guest:[0,3],gui:[96,97],guid:[27,40,59,71,73,81,85,86,97,100,103],gzip:[13,86],h0_bn:33,h_prev:7,hadoop:4,half:[29,85],half_to_float:29,hand:[40,59,66,67,76,81,82],handi:8,handl:[4,6,17,18,21,35,40,43,47,53,58,63,67,69,75,98],handler:7,hannun:66,happen:[13,65],hard:[0,21,30,49,66,69,85],hardwar:[0,30,31,67,75,97],has:[0,4,5,6,7,8,9,13,14,16,19,20,21,23,24,25,29,30,33,35,39,40,44,47,49,51,54,55,59,64,65,67,71,73,85,86,97,98,100,103,105],has_kei:[6,24],has_var_recurs:6,hasdependentvar:56,hash:[47,51],hasn:30,hasnext:19,have:[0,1,4,5,6,7,8,9,13,14,16,17,19,20,21,23,24,26,29,30,31,32,33,34,38,39,40,43,44,47,48,49,51,52,53,54,55,57,58,59,60,63,64,66,67,70,71,73,74,75,80,85,92,94,97,100,103,104,105],haven:[0,30],hdf:11,head:[71,74,80,87],header:[14,44,46,59,67,73,75,102,103,104],headip:87,heard:0,heavi:83,height:[7,45,58,73,74],height_:64,held:9,hello:4,help:[0,7,28,30,35,43,49,58,59,69,71,83,96],helper:[21,43,60,69,73],henc:[21,52,57,60,61,63],here:[0,1,3,4,8,9,15,20,23,24,26,28,30,34,35,43,47,48,58,61,65,71,74,75,77,80,81,83,85,86,91,94,100,103,104,105],heterogen:[21,23,54],heurist:[23,49,92],hidden:[50,57,85,100],hidden_out:7,hierarch:[55,57,59,100],hierarchi:59,high:[29,51,66,67,73,84,105],higher:[32,48,69,71],highest:7,highli:[66,69,94,100],him:4,hint:[38,96],histor:[32,75],hl_get_sync_flag:73,hold:[4,6,9,13,15,19,20,29,33,35,37,39,40,63,65,67,76,81,85],holder_:[67,76],home:[1,11,28,85,86,87,96],honor:13,host:[8,17,54,85,86,102,103,104],host_c:[102,103,104],hostfil:87,hostnam:85,hostpath:86,hostport:85,hour:0,hourli:71,hous:79,how:[4,7,9,13,18,19,20,21,26,28,30,32,35,38,39,43,48,49,53,54,61,65,75,81,82,85,86,92,96,100,101,104],howev:[5,6,16,20,21,26,30,39,40,47,52,53,57,58,60,61,64,65,66,67,85,91,92,100],howto:80,hpp:[29,45],htod:97,http:[0,1,8,17,33,62,71,77,85,86,96,98,102,104,105],hub:62,huge:52,human:[54,66],hundr:75,hyper:[33,73],hyperparamet:61,i1117:97,i386:103,iOS:104,iamfullaccess:85,iamusersshkei:85,icc:31,icml:66,id_rsa:87,idea:[8,20,30,31,52,58,61,81,96],ideal:[21,39],ident:[60,74,85],identifi:[36,47,73],ids:[49,73],idx:[13,19,33,40,73],ies:28,if_els:68,if_else_op:6,ifdef:[47,54],ifels:[7,55],ifelseop:55,ignor:92,iii:66,illustr:[9,14,20,21,32,48,73,97,100],im_siz:33,imag:[0,4,21,30,33,34,49,50,55,58,66,71,85,88,89,94,105],image_a:58,image_b:58,image_conv_lay:66,image_fil:58,image_lay:58,image_nam:4,image_path:58,image_reader_cr:58,imagenet:11,imagepullpolici:85,images_reader_cr:58,imagin:34,imgsiz:97,imgsizei:97,imgsizex:97,imikolov:80,immedi:[0,40,43,52,61,85],immutable_paramet:4,imper:18,imperfect:59,implement:[7,13,14,15,16,17,18,20,21,23,30,32,35,36,37,39,40,43,45,46,47,49,53,56,63,65,66,67,68,69,100],implemet:12,impli:8,implicitli:18,imposs:[19,49,105],impractic:39,improv:[22,23,40,59,66,85,96,97],inarg:12,inbound:85,includ:[0,3,4,7,8,14,17,19,20,29,30,33,35,40,45,46,48,49,54,55,57,59,65,73,74,84,85,86,92,96,97,100,102,103,104],inclus:49,incom:[18,38],increas:[9,13,29,82,92],increment:[20,25,34,40,92],incupd:73,inde:20,independ:[5,6,14,22,63,67,105],index:[5,6,7,9,13,18,55,57,69,75,85],indic:[6,7,14,26,33,48,55,60,64,67,69,83,85,102],indice_map:69,indices_map:69,individu:[9,51,85],industri:[9,44,105],ineffici:[39,53],infer:[4,6,7,9,25,30,36,37,38,39,40,41,45,47,56,57,59,64,66,79,103,104],infer_shap:57,infer_var_type_:37,inferenc:103,inferer:66,inferfac:37,inferior:16,infernec:104,infershap:[7,57,59,74,76],infershapecontext:[74,76],infervartypefn:37,info:[29,48,73,83,105],inform:[7,17,28,35,38,40,43,44,47,48,51,57,61,63,64,71,73,74,76,85,92,96,97,102],infrastructur:[30,85],ingor:92,ingrad_:42,ingredi:[20,66],inherit:[7,19,50,59,67,74],ininst:4,init:[7,22,33,42,48,49,73,79,80,85,94],init_attr:57,init_model_path:[91,92,94],initi:[6,8,13,18,21,22,23,25,34,48,51,52,57,61,65,69,73,74,79,92,98,100],initialize_op_attr:57,initrd:105,inlin:[67,75,76,85],inner:73,input0:76,input1:76,input:[5,6,7,12,16,18,19,21,22,23,24,25,29,30,31,32,33,34,35,37,38,39,40,42,43,47,48,49,52,53,56,57,58,59,60,63,65,66,67,69,71,73,74,75,76,79,81,87,94,98,100],input_data:73,input_data_target:73,input_hassub_sequence_data:73,input_index:73,input_label:73,input_lay:73,input_nam:4,input_seg:69,input_sequence_data:73,input_sequence_label:73,input_sparse_float_value_data:73,input_sparse_non_value_data:73,input_t:73,input_to_check:5,input_valu:5,input_var:[5,57],inputbuff:12,inputdef:73,inputgradi:60,inputlayers_:73,inputs_to_check:5,inputsizechang:43,insert:[6,24,31,51,56,59,60,71],insid:[0,1,6,9,21,23,24,25,38,43,53,54,58,59,60,85],inspir:54,instal:[0,1,17,42,62,71,77,86,90,96,101],install_android:102,instanc:[5,7,9,11,15,18,19,21,22,24,26,31,36,43,48,49,52,57,59,60,73,76,81,92,97,100],instance_ip:85,instanti:[9,26,98],instead:[0,5,6,8,12,17,18,20,21,29,30,34,35,66,71],instrins:29,instruct:[1,7,34,97,102],int16:70,int32:[47,55,69,70,92],int64:[21,27,39,47,64,70],int64_t:54,int8:47,integ:[13,17,18,20,29,45,49,73],integer_value_sequ:[49,66,100],integr:[0,105],intel:[30,47,67,75],intellig:40,inteloptimizedpaddl:42,intend:0,intens:66,inter:21,interact:[1,21,85],interchang:[34,59],interconnect:51,interest:[18,29,51,97],interfac:[0,7,13,17,19,28,35,51,53,59,60,66,67,74,76,85,103,105],intermedi:[0,21,28,31,33,40,50,66,102,104],intern:[29,66,82,83,85,96],internel:42,internet:[8,9,105],interpret:[0,26,30,31,70,97],inth:76,intrins:[18,26,29,104],introduc:[7,9,19,33,41,44,61,63,65,74,80,82,84,86,96],introductori:0,intuit:[16,59],inval_:42,invalid:[58,63],invent:30,invoc:[8,32,59],invok:[6,19,21,24,39,53,57,59,60,65,71,85,97],involv:[49,74],ios:103,ios_arch:103,ios_deployment_target:103,ios_development_root:103,ios_enable_bitcod:103,ios_platform:103,ios_sdk_root:103,ios_use_veclib_for_bla:103,ipad:103,iphon:103,ips:85,ipt:[57,65,100],ipx:105,ipython:4,is_cpu_plac:43,is_mkldnn_librari:43,is_seq:100,is_target:56,is_tensor:65,is_test:43,is_traget:56,isinst:24,ismkldnnkernel:43,isn:97,isspars:73,issu:[0,1,3,8,33,66,71,97],istag:62,item:[16,29,58,79,105],iter:[4,9,21,30,31,40,43,52,54,58,66,69],iter_multiple_input_and_param:57,its:[3,4,6,7,9,13,18,19,20,23,24,25,30,31,33,34,35,37,39,40,44,48,49,51,52,53,56,57,59,60,63,64,65,67,73,74,75,76,82,85,92,97],itself:[6,9,16,19,31,43,52,63],ivs:65,java:[7,45,55,59],jeremi:97,job:[1,6,16,18,21,24,59,80,81,82,84,91,92,94],job_desc:21,job_dispatch_packag:83,job_nam:[17,85],job_namespac:85,job_path:85,job_workspac:83,jobdesc:21,jobnam:21,jobpath:85,jobport0:85,jobport1:85,jobport2:85,jobport3:85,jobserv:17,join:9,journei:1,jpg:19,json:[35,66,85,86],juditski:52,jupyt:[1,17],just:[3,8,13,14,18,21,30,31,33,37,43,52,53,57,58,59,60,61,63,64,71,83,85,94,102],jx4xr:85,jypyt:4,k8s:[18,105],k8s_data:85,k8s_job:4,k8s_token:4,k8s_train:85,k8s_user:4,kafka:11,kcpu:54,kcuda:54,kcudnn:75,kdisabl:54,kebilinearinterpbw:97,kebilinearinterpfw:97,keep:[0,9,20,30,31,34,49,52,57,63,65,71,105],kei:[0,5,6,7,9,11,13,27,29,38,43,59,60,65,66,69,71,74,97],kenlm:66,kept:[40,57],kera:61,kernel0:75,kernel1:75,kernel:[5,20,29,31,38,39,42,52,54,61,64,66,67,74,76,97],kernel_hint:38,kernel_type_for_var:39,kerneltyp:[38,43],key1:92,key2:92,key_pair_nam:85,keyid:85,keymetadata:85,keypair:85,keyserv:85,keystat:85,keyusag:85,keyword:[57,68],kforcecpu:38,kill:[9,85],kind:[1,4,5,9,15,19,21,24,31,34,38,39,43,50,51,54,67,70,75,85,86],kind_:54,kmark:54,kmkldnn:75,kms:85,knchw8c:47,knchw:47,knhwc:47,know:[4,13,18,19,40,44,71,73,80,85,96,97,102],knowledg:66,known:[6,7,20,30,32,48],kplain:75,kpoprang:54,kpushrang:54,kqueue:20,kselectedrow:64,kstate:54,kube_cluster_tl:4,kube_ctrl_start_job:4,kube_get_workers_addr:18,kube_list_containers_in_job_and_return_current_containers_rank:4,kubeconfig:85,kubectl:[83,86,87],kuberent:[9,85],kubernet:[4,9,18,21,59,84,88,89,105],kubernetes_service_host:4,kusecudnn:38,kusemkldnn:38,kwarg:[25,35,57,65],l1_regularization_op:61,l2_regularization_op:61,l93:12,label:[21,25,30,33,34,35,39,50,55,58,66,81,86,98],label_fil:58,label_lay:58,label_path:58,lag:92,lambda:[18,24],lan:90,languag:[18,20,30,34,40,54,59,63,66,68,94],larg:[21,23,24,40,44,52,66,71],larger:[40,68],larger_than:[7,36,55],last:[0,6,24,40,48,54,55,92,100],last_seq:49,lastseen:86,latenc:[29,66,83,85],later:[0,3,8,59,61,66,67,74,76,85],latest:[0,1,3,7,8,9,16,62,77,86,102,103],latter:[52,69,96],launch:[43,85,92],launcher:4,layer:[6,7,12,18,20,21,23,30,33,34,36,50,52,55,58,59,61,65,66,67,69,72,79,81,91,92,98,100],layer_0:73,layer_attr:[94,100],layer_help:38,layer_num:94,layer_typ:[41,42],layerbas:73,layerconfig:73,layergradutil:73,layerhelp:[38,57],layermap:73,layout:[39,43],layout_:[38,47],layouttyp:38,lazi:[52,61],lead:[19,40,47,97],leaki:33,learing_r:50,learn:[0,1,4,6,14,16,20,21,23,26,33,34,40,42,49,51,52,54,58,59,61,67,73,74,77,81,97,100,103],learning_r:[14,21,81,98],leas:9,least:[3,9,102],leav:[7,85],lectur:40,left:[7,76,103],legaci:1,legal:65,len:[14,18,27,30,57,73,79],length:[14,29,41,44,48,49,59,66,69,86,92,100],leran:40,less:[4,24,81,105],less_equ:68,less_than:[4,40],let02:86,let:[4,7,16,18,20,31,32,34,38,39,43,47,48,49,50,60,67,74,81,85,96],level:[29,32,35,44,48,49,54,67,69,70,71,83,92,102],lgtest:8,lgtest_main:8,lib64:[1,92],lib:[0,1,46,80,96,102,103,104],libapi:8,libari:46,libc:3,libcuda:1,libgcc_:3,libgoogl:96,libiomp5:42,libmkldnn:42,libmklml_intel:42,libnvidia:1,libpaddl:[45,46,59,96],libpaddle_capi:46,libpaddle_gserv:46,libpaddle_math:46,libpython2:0,librari:[0,3,8,15,20,21,39,42,43,46,51,66,74,75,80,81,90,92,103,104],library_:47,library_typ:75,library_type_:39,librarydevicecontext:47,librarytyp:[39,75],libstdc:3,licens:[42,51,71],life:9,lifecycl:[54,105],lifetim:[3,63],lightweight:32,like:[0,3,6,7,8,9,12,17,18,20,26,30,31,32,33,34,35,37,39,43,47,51,52,57,58,59,60,61,63,64,66,68,69,71,80,84,85,91,94,96,97,98,100,102,103,104,105],limit:[30,40,44,49,59,61,92,97],linaro:104,line:[0,8,12,17,20,28,34,52,55,57,59,61,71,81,82,83,85,94,95,96,97],linear:[49,79],lineno:96,link1:29,link2:29,link:[3,8,27,28,63,74,85,105],linux:[0,1,3,20,27,71,85,90,104],linux_x86_64:[3,62],lipo:103,list:[0,4,6,7,8,13,17,18,26,28,30,33,47,50,53,54,57,60,63,69,73,74,79,80,81,85,92,94,96,100,104],listdir:80,listen:[9,18,21,80,81,92],listen_and_do:18,listenanddo:18,littl:[14,38,44,92],live:[74,98],live_in:40,live_out:40,load:[0,4,9,21,33,51,57,74,85,92],load_missing_parameter_strategi:[91,92,94],load_mnist:33,load_persist:81,loadsave_parameters_in_pserv:[12,91,92],local:[0,1,5,7,9,15,16,20,34,40,48,55,57,59,71,83,86,91,92,96],local_scop:5,localhost:[1,77],localpath:28,locat:[8,30,47,54,67,69,73,80,100,104],lock:[8,9,13,14],lod:[20,44,48,64,69,70],lod_desc:[64,70],lod_expand:49,lod_level:[57,64,70],lod_tensor:[48,64,70],lodtenosr:19,lodtensor:[19,20,37,44,59,70],lodtensordesc:[44,64],log:[3,13,21,28,33,73,80,83,85,86,87,92,104],log_barrier_abstract:92,log_barrier_lowest_nod:[91,92],log_barrier_show_log:[91,92],log_clip:[91,92],log_error_clip:[91,92],log_period:[86,92,94],log_period_serv:[91,92],logic:[16,21,23,24,33,37,50,51,53,63,69,74],login:[3,87],logit:[33,39],longer:[9,21,40],look:[7,17,18,20,30,31,34,52,57,60,61,66,80,81,85,86,91,98],lookahead:66,lookup:[37,49,98],lookup_t:40,loop:[5,7,19,30,40,54,58,63],loop_var:69,loss:[6,21,33,35,50,52,61,66,73],lot:[21,47,49,52,57,61,67,80,91,105],low:[50,51,66,67,69],low_rnn:48,lower:[29,48,49,71,83],lower_level_rnn:48,lowest:92,lpaddle_capi_shar:46,lpaddle_capi_whol:46,lrelu:33,lstm:[86,100],lstmemori:100,lstmlayer:41,luckili:40,mac:[0,46,71,102],machin:[0,3,21,23,30,33,40,42,51,52,61,73,85,86,87,91,92,94,104,105],machine_transl:100,maco:[0,3,79,103],macro:[32,47,60,74],made:[9,14,30,100],mai:[0,1,5,7,21,25,29,31,38,39,40,43,51,54,58,59,63,66,76,77,80,85,97,104],main:[3,18,20,24,30,31,35,51,55,59,82,85,96],main_program:[6,25],mainli:[15,40,47,67,74,92],mainlin:3,maintain:[7,13,52,57,59,85],majel:8,major:[21,29,39,102],make:[0,4,6,7,8,9,13,14,16,20,21,22,29,30,34,48,49,52,53,57,58,59,61,66,69,71,73,74,75,81,82,85,96,97,102,103,104,105],make_chan:20,make_channel:20,make_ddim:76,make_function_oper:32,make_vari:65,maker:[59,60],malloc:[67,73],man:27,manag:[3,9,14,15,18,20,21,28,54,63,67,77,84],mandarin:66,mandatori:103,mani:[0,6,8,13,18,20,30,33,38,39,40,49,53,54,57,59,60,63,64,65,68,69,92],manili:35,manipul:[30,57,60,83,103],manner:[52,61,66,67],mantain:40,manual:[21,50,52,60,83,102,103,105],manufactur:30,manylinux1:3,manylinux1_x86_64:[3,62],manylinux:62,map:[4,7,13,24,43,47,57,60,63,65,67,69,92,105],map_fn:69,mapreduc:[4,80],mark:[6,23,33,34,48,49,54,63,96,100,105],marker:54,market:29,master:[4,16,59,62,92,104],mastermind:8,mat:[45,46],mat_cache_row:12,mat_norm:12,mat_normal_shar:12,mat_sparse_row:12,mat_sparse_row_auto_grow:12,mat_sparse_row_id:12,mat_sparse_row_prefetch:12,mat_sparse_row_prefetch_full_s:12,mat_value_shar:12,match:[3,8,29,68,97],matchbox:105,math:[42,45,59,71,73,74,97],mathemat:61,matmul:[7,35,48,69,74],matric:[73,100],matrix:[12,45,46,73,74,91,94,103],matrixptr:73,matrixtyp:46,mattyp:12,matur:84,max:[5,22,24,40,57,92,94,97],max_diff:5,max_length:[49,100],max_relative_error:[5,74],maxim:24,maximum:[7,14,74,92,97,100],maxoutfunctor:67,mayb:[7,43,74],md5:10,mean:[0,1,6,8,21,22,24,35,39,49,56,58,63,66,74,81,85,92,94,96,97,98,100,105],meant:69,measur:[25,97],mechan:[6,15,19,25,43,57,60,75,85,100],mem:[7,17,49],mem_per_pserv:21,mem_per_train:21,member:[4,24,34,35,47,53,57,63,74],memcpi:[53,97],memori:[0,6,7,12,13,17,29,31,39,42,43,44,47,49,52,54,59,71,73,76,86,92,94,97,98,100],memory_optim:40,memory_threshold_on_load_data:92,memoryalloc:67,memorydesc:43,mention:[0,6,8,13,21,23,30,48,51,52,54],merg:[14,16,22,25,42,48,51,53,71,77,92,103],messag:[7,18,20,26,30,31,34,44,54,55,56,57,59,60,64,70,71,86,92],metaclass:74,metadata:[27,85,86],metal:[81,105],metaphor:34,metaplotlib:4,method:[0,1,3,5,7,16,18,19,21,22,24,29,33,34,35,38,39,50,51,57,58,59,63,64,69,73,74,76,77,92,94,96,97],methodolog:52,metric:[25,54],microarchitectur:29,might:[0,7,8,18,20,30,40,55,66,71,73,85,96,102],mileag:97,million:94,min:[22,24,57,85,94,97],min_block:7,min_count:23,min_desc:7,mind:96,mini:[7,9,20,25,26,30,36,48],mini_batch:58,minibatch:[7,25,34,36,55],minim:[7,21,23,24,30,33,50,59,81,92,98,102,103,104],minimum:[66,81,103],minimun:92,minsizerel:[102,103,104],minu:60,minus_grad:60,minusgradop:60,minusop:60,minusopgradmak:60,minusopprotoandcheckermak:60,minut:[0,1,9,16,85],mirror:[1,8],mislead:14,miss:[33,92],mistak:30,misus:75,mit:85,mix:[54,69,100],mixtur:96,mkdir:[28,77,85,87],mkl:[0,1,39,43,59,67,75],mkl_packed_:41,mkldnn:[39,42,47],mkldnn_:42,mkldnnactiv:42,mkldnnbase:42,mkldnnlayer:42,mkldnnmatrix:42,mkldnnstream:42,mkldnntester:42,mklml:42,mklpack:41,mklpackedgatedrecurrentlay:41,mklpackedgemm:41,mklpackedlstmlay:41,mklpackedrecurrentlay:41,mlp:35,mnist:[11,21,33,34,55,58,59,96],mnist_random_image_batch_read:58,mnist_train:58,mnist_train_batch_read:58,mobil:[29,30,40,59,77],mod:80,mode:[29,41,51,71,92],model:[6,7,9,10,18,21,23,24,25,34,39,40,41,50,51,52,59,61,66,69,71,73,77,79,81,82,85,92,95],model_list:[92,94],model_path:94,modelparallel:21,modern:40,modif:[2,66],modifi:[21,29,35,61,73,74,80,83,85,100],modul:[21,32,33,49,66,69,74,96],modular:49,moment:96,momentum:[63,75],momentumop:96,mon:86,monitor:[20,54],month:8,more:[0,1,4,5,6,8,9,13,16,17,19,20,21,23,28,29,30,31,32,34,38,40,43,47,48,49,50,54,57,58,59,61,66,67,68,69,73,74,75,76,77,79,80,81,82,86,94,96,97,98,100,104,105],most:[3,4,6,8,16,20,21,31,34,35,47,49,52,54,58,61,66,67,68,73,91,96,97,98,100,105],mostli:[29,105],motiv:59,mount:[0,1,17,80,85,86],mountpath:[85,86],move:[1,9,13,19,28,30,52,85,97,105],movement:97,movidiu:30,mpi:[20,51,87],mpirun:87,mse:[30,34,50,55],much:[9,30,43,50,58,61,69,97],mul:[32,40,57,73,74],mul_grad:74,mul_op:74,mul_result:57,mulgradkernel:74,mulkernel:74,mulop:[32,74],mulopgrad:74,mulopmak:74,mult:[18,31],multi:[25,39,51,53,73,81,83,91,92,96,105],multigradientmachin:53,multipl:[4,5,13,14,16,18,20,21,23,25,30,31,32,38,39,51,54,59,66,70,73,74,80,82,85,92,94,96,100],multiple_input:57,multiple_param_attr:57,multipli:[18,73],must:[0,6,14,19,24,40,43,44,47,54,56,57,58,59,65,70,73,74,76,80,81,85,92,94,100,102,104],mutabl:[67,76],mutable_data:[43,67,74,76],mutex:20,mutuable_data:[67,76],mxnet:[7,18,20,30],my_cluster_nam:85,my_external_dns_nam:85,my_lib:80,myerrorclip:24,mypaddl:86,naiv:18,name:[1,3,4,5,6,7,9,11,12,14,17,18,19,21,25,29,32,35,38,42,43,44,46,47,49,54,55,57,59,62,64,65,69,70,73,74,75,79,80,81,86,88,89,92,94,97,98,100,103,105],name_:54,name_prefix:11,namespac:[7,36,45,57,73,74,86],nativ:[29,71],natur:[13,16,23,49,69,94],navig:77,ncall:96,nccl1:51,nccl2:51,ncclinit:51,nchw8:39,nchw8c:39,nchw:[42,47],ndarrai:11,ndk:102,nearest:29,nearli:[5,19],necess:69,necessari:[6,7,14,16,24,25,40,44,49,53,57,65,69,73,87],necessarili:[18,73],neck:51,need:[0,1,2,3,4,5,6,8,12,13,14,16,17,19,20,21,23,24,25,28,30,31,32,33,38,40,43,47,49,50,51,52,53,54,56,57,59,60,61,63,64,65,66,67,69,73,74,75,76,77,79,80,81,85,86,90,91,92,94,100,102,103,104,105],neighberhood:51,neon:[29,102,104],nervana:30,nessesari:66,nest:[6,7,54,55,70],net:[0,7,33,48,63],netop:[7,59],network:[4,5,6,7,9,12,21,23,25,33,35,39,40,41,42,48,50,52,54,57,58,61,63,65,66,67,70,73,74,76,79,80,81,82,92,97,105],network_config:94,networkadministr:85,neural:[4,6,7,9,21,35,39,40,41,42,48,52,61,63,67,70,76,79,81,82,92,97],neuralnetwork:53,neuron:73,never:[40,58,63,85,86],new_block_idx:57,new_op_and_kernel:75,new_op_desc:24,new_scop:39,new_stat:48,newblock:57,newbuff:43,newer:102,newest:14,newli:[29,103,105],newop:7,newopdesc:57,newprogram:57,newscop:39,newvardesc:57,next:[6,9,15,19,20,24,49,51,69,73,74,85,86,92,96,97,100],nextlay:42,nfs4:85,nfs:85,nfsver:85,nic:[91,92],nil:[13,20],nnz:73,no_grad_dict:6,no_grad_set:[5,6,74],no_gradi:6,node1ip:87,node2ip:87,node3ip:87,node:[8,16,18,21,23,35,40,49,51,59,73,80,81,83,84,85,86,87,90,92,105],node_0:85,node_1:85,node_2:85,node_id:80,nodeattr:35,nodeentri:35,nodefil:83,nodesep:35,nohup:80,nois:[9,33,82],noisi:33,non:[9,20,29,30,64,73,74,85,92],none:[4,5,6,7,20,24,25,33,35,36,48,49,50,55,57,65,69,81,98,100],noneedtran:43,nonlinear:73,nor:[0,18],norm:[33,47],normal:[52,66,73,86,90,92,100],notat:40,note:[0,1,4,6,7,12,13,17,39,40,44,47,51,58,59,67,74,76,77,80,81,85,92,94,97,103],notebook:[1,17],notest_dist_fit_a_lin:81,noteworthi:30,noth:[0,38,57,63,92],notic:[24,30,51,60,71,73,100],notif:71,notimplementederror:24,notin:39,notingradi:74,notion:69,notori:5,now:[6,8,9,19,20,23,33,44,47,52,59,60,61,63,81,85,92,103],nproc:0,nullptr:[43,54,60,63,73],num:[80,92],num_class:35,num_gradient_serv:[80,91,92],num_hidden:35,num_input:71,num_parameter_serv:4,num_pass:[86,91,92,94],num_pserv:21,num_row:64,num_shard:11,num_step:69,num_train:21,number:[0,7,9,11,23,25,40,52,54,58,59,65,69,73,80,81,84,85,92,96],numdevices_:94,numer:74,numeric_grad:5,numerical_grad:5,numlogicaldevices_:94,numpi:[0,11,29,33,57,58,74],numreal:12,numsampl:97,numtimeout:13,nv_:8,nv_librari:8,nv_test:8,nvcc:[8,29,31],nvidia:[1,29,47,51,67,92,97],nvlink:51,nvprof:54,object:[4,12,19,21,24,25,33,35,40,45,50,54,57,59,61,63,76,97],observ:[73,97],obtain:[16,19,52,67],obvious:[8,47,96],occup:40,occupi:[29,54],occur:40,occurr:7,oct:86,off:[0,1,46,81,90,102,103,104,105],offer:[7,59,65],offici:[8,71,77,85,102],offlin:[9,11,105],offset:12,often:[12,35,40,47,71,80,96],ograd:73,old:[5,14,16,49,59,92],older:[30,102],omega:61,omit:0,omp_num_thread:96,ompi_comm_world_rank:80,onc:[9,13,18,21,23,25,30,34,52,68,71,73,77,85],one:[0,1,4,5,6,7,9,12,13,14,16,17,18,19,20,21,24,25,26,29,30,31,32,33,35,37,38,39,43,44,47,48,49,50,51,52,53,55,56,57,58,59,60,63,64,66,67,68,69,71,73,74,75,81,83,85,86,87,92,94,98,105],onehotcrossentropyopkernel:74,ones:[32,33,59,71],onli:[0,2,3,4,5,6,8,12,13,14,15,16,17,18,19,21,23,24,25,26,28,29,30,33,34,39,40,43,48,49,50,51,53,54,57,59,64,65,66,67,68,69,73,74,75,76,77,81,85,86,91,92,94,97,100,103,105],onlin:[9,11,40,58],only_cpu:5,onnx:30,onto:[21,23,85,87],op1:[39,40],op1_2_op2:39,op1_to_op2:39,op2:[39,40],op3:40,op_:74,op_check:74,op_class:[59,65],op_desc:[24,37,56],op_info:98,op_kei:43,op_maker_class:[59,65],op_proto:65,op_registri:98,op_siz:24,op_test:74,op_typ:[59,74,75],op_unique_kei:43,opattrcheck:74,opcreat:65,opdesc:[7,24,34,55,56,57,59,60,65,70],opdescbind:[37,60],opdescbuild:7,open:[4,11,30,33,42,58,71,84,85,96],openbla:[0,1,102],openmp:96,openmpi:84,opensourc:51,oper:[5,7,18,20,21,22,23,25,26,29,30,31,33,34,35,37,38,39,48,49,50,51,54,56,61,63,66,67,70,71,73,75,76,85,92,97,98,100,102],operand:29,operator_grad:5,operator_list:54,operatorbas:[7,32,59,60,65,74],operatorwithkernel:[39,74],opinfo:[37,59,60],opinfomak:37,opinfomap:60,opkernel:76,opkernelbas:75,opkernelkei:59,opkerneltyp:[39,47,75],opmak:65,opproto:74,opprotoandcheckermak:[60,74],opprotomak:[65,74],opregist:65,opregistri:65,ops:[5,6,7,8,18,19,31,34,35,52,55,56,57,59,67,74,105],ops_:7,ops_test:8,opt:[0,4,50,56,65],opt_op_list:50,optest:74,optestmeta:74,optim:[5,6,21,22,23,31,33,51,52,53,55,59,61,64,66,73,81,82,96,97,98,102,104],optimis:50,optimize_op:81,optimize_op_attr:57,optimizer_op:81,option:[4,8,21,33,38,44,55,56,57,59,64,65,66,70,73,80,81,83,94,96,102,103,105],optmization_op_list:50,opts_np:56,optyp:[37,65],opwithkernel:64,order:[0,6,34,44,54,58,61,69,73,82,85,86,92,96,105],oregon:85,org:[11,27,33],orient:65,origin:[5,29,33,63,69,71,76],other:[0,7,9,14,18,28,29,30,31,37,39,40,43,47,48,52,56,61,63,65,66,67,71,81,82,85,86,94,96,98,100,102,103,104,105],otherwis:[4,6,9,14,16,33,37,43,58,66,71,83,94,100],our:[0,3,4,6,8,19,20,21,23,33,37,40,47,51,52,63,69,71,73,81,85,86,96,100,102],out:[4,7,8,13,16,19,21,24,30,35,39,40,43,48,49,57,74,76,79,85,86,87,92,96,97,100],out_dir:85,out_mem:100,outgrad_:42,outlin:93,output:[0,4,5,6,7,11,16,18,19,23,24,28,31,32,33,34,35,36,37,39,40,43,44,48,49,52,55,56,57,58,59,60,63,64,65,67,69,71,73,74,75,76,80,86,92,94,96,97,100,102],output_:[42,73],output_all_step:48,output_arg_nam:24,output_lay:79,output_mem:100,output_nam:5,output_num:48,output_path:11,output_seg:69,outputbuff:12,outputgradi:60,outsid:[21,63],outupt:69,outv:73,outval_:42,over:[4,30,40,51,52,69,71,73,97],overal:[33,52,54,71,105],overfit:61,overhead:97,overlap:73,overload:[29,38],overrid:[7,9,28,43,67,73,74,76],overview:[13,14,15,67],overwhelm:71,overwrit:[28,80],own:[0,6,14,16,24,26,35,37,50,51,52,61,65,74,80,83,85,102,103],owner:[0,71],pack:[69,102],packag:[0,1,13,17,18,32,42,62,71,74,85,96],pad:[43,66],paddl:[0,1,3,4,7,8,9,11,17,19,21,28,31,32,33,36,41,42,43,44,45,46,48,49,53,55,59,61,62,65,66,67,69,71,73,74,75,77,79,80,81,83,85,86,87,90,92,94,96,97,98,100,102,105],paddle_begin_init_param:14,paddle_dir:74,paddle_element_typ:14,paddle_element_type_float32:14,paddle_element_type_float64:14,paddle_element_type_int32:14,paddle_element_type_int64:14,paddle_element_type_uint32:14,paddle_element_type_uint64:14,paddle_enforc:[7,19,43],paddle_enforce_eq:[74,76],paddle_error:[45,46],paddle_exampl:17,paddle_finish_init_param:14,paddle_get_param:14,paddle_gradi:14,paddle_init_num_gradient_serv:80,paddle_init_param:14,paddle_init_port:80,paddle_init_ports_num:80,paddle_init_ports_num_for_spars:80,paddle_init_pserv:80,paddle_init_trainer_count:80,paddle_init_trainer_id:80,paddle_init_use_gpu:80,paddle_job:17,paddle_manylinux_devel:0,paddle_matrix:[45,46],paddle_matrix_cr:46,paddle_matrix_get_shap:45,paddle_matrix_shap:45,paddle_new_etcd_pserver_cli:14,paddle_new_pserver_cli:14,paddle_on_cloud:17,paddle_output:86,paddle_paramet:14,paddle_pserver2:83,paddle_pserver_cli:14,paddle_pserver_client_releas:14,paddle_save_model:14,paddle_send_grad:14,paddle_train:[46,62,83],paddle_with_cuda:54,paddle_with_mkldnn:47,paddlepaddl:[2,8,9,11,14,15,16,17,18,21,27,28,32,33,34,36,38,44,48,49,50,53,54,57,58,59,63,69,70,71,73,74,75,79,80,82,83,84,87,88,89,90,96,97,100,105],paddlepaddle_gpu:3,paddlepaddlebook:1,paddlepaddlehub:1,page:[71,85],pair:[6,7,21,34,50,54,59],pakcag:8,panic:20,paper:[33,66],para:12,paradigm:[18,26,59],paragraph:48,paragraph_data:48,paragraph_out:48,parallel:[0,18,20,21,23,39,51,54,59,80,82,84,85,86,92,94,97],parallel_for:18,parallel_nn:[91,92],paralleldo:22,parallelfor:18,paralleliz:66,param:[5,7,14,53,57,67,76],param_attr:[12,57,100],param_config_proto:14,paramattr:100,paramet:[0,5,6,7,8,10,12,16,18,21,22,24,26,28,30,31,33,34,35,37,44,48,50,51,55,58,63,65,66,69,71,73,74,75,76,79,82,83,94,95,98,103],parameter_block_s:[91,92],parameter_block_size_for_spars:[91,92],parameter_list:[6,50],parameter_nam:4,parameter_serv:4,parameter_valu:12,parameterattribut:12,parameterclient_:12,parametermap:73,parametermutex_:12,parameters_:73,parameters_and_grad:50,parameterserver2:12,parameterset:4,parameterupdat:53,parameterupdater_:12,params_grad:[50,81],paramt:85,paraspars:73,parent:[7,18,55,57,59,73],parent_:[7,63],parent_idx:57,parenthes:59,pars:[0,8,21,35,85,94],part:[6,7,16,21,30,43,44,55,57,66,67,73,80,81,82,96,97,100,105],parti:[97,102,103,104],particip:74,particular:[34,39,44,59,66,97],partit:[9,11,21,23,59,82,85],pass:[6,7,9,20,24,25,30,33,40,44,50,52,53,56,57,58,59,61,63,66,68,69,71,73,80,81,83,85,86,92,97],pass_id:[21,81],pass_idx:58,pass_num:81,passtyp:73,password:87,past:[1,4,79,85],patch:27,path:[0,1,9,13,14,17,40,49,58,66,80,85,86,92,94,102,103,104],path_to_paddlepaddle_working_directori:77,pattern:[9,45,52,61,85],paus:[9,16],pcie:51,peer:51,pem:[4,11,85],pend:[9,13],peopl:0,pep425tag:3,pep8:71,per:[9,14,51,52,58,61,74,92],percal:96,perf_test:96,perfectli:66,perfom:[92,94],perform:[0,5,14,20,21,25,29,30,33,39,40,51,53,54,58,59,61,66,67,73,74,81,84,91,95,100,102,103,104],perftool:[54,96],period:[9,16,92],permiss:85,persist:[26,64,66,70,85],persistentvolum:85,persistentvolumeclaim:85,person:[4,38],perspect:[59,97],perturb:[5,73],pex:105,pfs:[11,28],pfsclient:11,pfspath:28,pgp:85,phase:[43,49,51,52,58,60,66,105],philosophi:[52,61],photo:33,physic:[103,105],pick:[85,103],pickl:[80,87],pictur:51,piec:[18,54,76,81],pil:80,pillow:17,ping:71,pip:[0,2,62,71,77,79,96],pipelin:[25,66],pivot:43,pixel:21,place:[6,7,9,16,21,23,26,38,39,43,51,59,73,76,81,97,98],place_:[38,39,47,67],place_typ:75,placehold:[33,67,76],placement:23,plain:[17,44,46,47],plan:[9,18,43,59,66,73,102],platform:[3,7,31,39,43,47,54,67,71,74,75,76,80,84,85,98,102,103,104],pleas:[0,1,3,4,9,13,14,15,18,20,31,35,47,48,57,58,59,66,67,70,71,73,74,76,77,81,85,90,96,100,102,103,104],plot:4,plug:[51,52],pne:74,pnpairvalidationlay:92,pnpairvalidationpredict_fil:91,pod:[11,17,18,85,86],pod_nam:85,point:[0,7,9,17,20,29,40,43,51,67,71,74,76,96,97,102,105],pointer:[7,14,35,40,47,57,59,63,67,76],polici:85,poll:20,pollut:16,polyak:52,ponit:35,pool3:73,pool:[22,40,66],pop:[7,26],popul:14,popular:[8,33,35,54],port:[8,18,80,81,85,86,91,92,96],port_num:91,portabl:35,portal:77,ports_num:[80,92],ports_num_for_spars:[12,80,91,92,94],pose:9,possibl:[4,7,13,20,23,40,57,61,70,97],post:[0,17,27],postpon:61,potenti:[29,97],power:[29,40,51,66,76,105],ppo_workspac:77,pprof:96,practic:[73,100],pre:[0,4,14,38,40,71,85,86,102,104],pre_activ:57,pre_bia:57,pre_stat:[48,69],preambl:57,precis:[0,25,29,52],precompil:26,pred:[35,40],predecessor:40,predetermin:92,predict:[21,61,79,92,100],predict_fil:92,predict_output_dir:[91,92],prefer:[30,38],prefetch:[12,73],prefix:[9,11,49,66,85],pregel:20,pregrad:73,prepand:57,prepar:[5,17,53,66,82,88,100],prepend:57,prepend_oper:57,preprocess:[66,69,86],present:[4,6,7,54,69],preserv:28,prev_batch_st:[91,92],prevent:[4,9,13,16,24,61,96],preview:[59,77],previou:[6,9,23,28,48,49,73,85,92,96],previous:86,previous_memori:7,price:[59,79],prim:43,primari:[30,34],primarili:[52,61],primer:71,primit:[29,42,43,51,69],primitive_desc:43,primitivedesc:43,principl:[4,8,47],print:[3,4,20,21,30,35,57,68,79,87,92,96],print_graphviz:35,printallstatu:97,println:20,printstatu:97,prioriti:59,privat:[7,46,54,57,63,64,65,67,69,71,76],privileg:[0,85],pro:51,prob:79,probabl:[1,49,66,71,100],problem:[0,3,4,5,8,16,19,30,33,34,52,59,61],proc:1,proce:[1,9,58,85],procedur:[7,44,76,103],process:[0,4,6,7,11,12,13,16,18,19,20,21,25,26,30,31,35,39,40,42,44,51,61,65,71,83,84,85,86,92,94,96,100],processor:[29,97],produc:[9,30,35,58],product:[17,30,73,85,86],productgraph:86,prof:96,profil:[28,54,66],profilerst:54,proflier:[54,97],program:[4,6,11,14,16,21,23,26,34,36,40,50,51,54,58,59,63,68,70,83,92,96,97],programdesc:[18,21,26,30,40,44,56,57,60,70],programm:[21,30,57],progress:[9,13,92],project:[17,46,66,71,73,74,100],promis:49,prompt:[28,30,81],prone:4,pronunc:66,prop_kind:43,propag:[6,30,52,74,92,94],proper:[38,90],properli:[0,38,81],properti:[35,61,92],propos:[7,22,23,49,50,51,52,69],proprietari:42,protect:[19,29,65,73,74],proto:[20,38,44,47,55,59,65,70,74],proto_:65,protobuf:[7,17,18,21,26,30,31,34,35,40,44,55,57,59,60,65],protoc:[102,104],protocol:[92,98,105],provi:80,provid:[1,4,7,14,17,18,25,26,29,30,33,35,37,38,47,51,52,54,57,61,65,66,67,68,69,76,79,80,81,83,84,85,96,97,102,103,105],providermemory_threshold_on_load_data:91,provis:[85,105],prune:7,ps_desir:9,pserver:[12,14,15,17,59,80,81,85,91,92],pserver_addr:14,pserver_cpu:17,pserver_endpoint:81,pserver_id:10,pserver_mem:17,pserver_num_thread:[12,91,92],pserver_prog:81,pserver_startup:81,pserverstart_pserv:91,pseudo:[4,6,17,60,69],pseudocod:69,psize:73,ptr:[46,67],pub:87,publish:102,pull:[8,59,62,71,102],purpos:[9,21,23,38,97],push:[7,26,30,54,62,71],push_back:73,put:[8,9,12,23,40,43,57,67,73,81,86,102],pvc:85,pwd:[0,1,77,102],pxe:105,pybind:[7,20,29],pypi:3,python2:96,python3:3,python:[0,1,3,4,7,15,19,20,25,26,30,32,33,34,35,38,45,49,53,54,59,62,67,69,71,77,79,80,81,87,98,100],pytorch:[30,54],qualcomm:29,queri:85,question:[4,18,23,65,81,85],queue:[20,23],quick:[35,78,92],quick_start:[17,85,86,88],quick_start_data:86,quickli:[49,57,59],quickstart:86,quit:[49,97],r14b:102,rais:[24,35,80],rajathkmp:33,ran:[23,97],rand:[33,92,94,97],random:[11,20,33,47,53,57,58,74,82,92],random_imag:11,randomli:16,randomnumberse:91,rang:[11,18,21,29,33,40,54,58,65,71,81,92,94],rank0:51,rank1:51,rank:[4,69,76,85],rankdir:35,rapid:60,raspberry_pi:104,raspberrypi:104,raspbian:104,rate:[14,66,73],rather:[6,17,33,69,85],ratio:92,raw:44,rdma:92,rdma_tcp:[91,92],reach:[9,40,51,97],read:[0,1,4,6,9,11,18,19,20,21,23,30,31,58,59,66,69,77,82,85,90,100,102,105],read_from_arrai:40,read_from_realistic_imag:4,read_from_rng:4,read_lock:10,read_minibatch:30,read_mnist_imag:4,read_ranking_model_data:4,readabl:[54,59,96],reader:[11,21,29,33,34,55,66,80,81,96],reader_cr:11,reader_creator_bool:58,reader_creator_random_imag:58,reader_creator_random_image_and_label:58,readi:[9,20,85,86,105],readlockguard:12,readm:46,readnext:19,readwritebuffer_:12,readwritemani:85,real:[12,33,58,80],realist:4,realiti:66,realiz:[7,48],realli:[30,61],reaon:75,reason:[4,5,9,20,30,71,81,86],receiv:[9,17,20,21,23,48,81],recent:[40,52],reciev:92,recognit:66,recommend:[0,1,2,4,71,73,77,83,90,92,100,102],recompil:97,record:[13,43,54,65,85],recordev:54,recordio:[4,11,13,19],recov:[9,69],recover:59,recoveri:13,recurr:[41,48,63,66],recurrent_group:[66,100],recurrent_op:69,recurrentgradientmachin:[46,49,69],recurrentlay:[41,92],recurs:[6,7,8,28,40,59],recv:[18,21,23,51,85],recvparametertyp:12,red:[33,96],reduc:[1,23,29,51,59,71,83,92,94,96],reduce_by_kei:59,reduce_mean:33,refactor:[21,23,34,49,52,53,57,61,69],refer:[0,1,7,9,13,14,15,18,29,35,43,47,48,51,55,57,59,61,63,67,69,70,73,74,76,81,86,100,102,103],referenc:13,reflect:13,reformat:71,refrain:74,reg:65,regard:[19,105],region:[63,97],regist:[20,39,40,47,60,67,73,97],register_gpu_profil:97,register_lay:73,register_op:[32,59,60,65,74],register_op_cpu_kernel:[67,74],register_op_cuda_kernel:[67,74],register_op_kernel:75,register_op_without_gradi:[59,74],register_oper:[37,60],register_tim:12,register_timer_info:97,registerop:65,registr:[74,75,98],registri:[17,37,67,86,105],regular:[6,73,85],reinit:19,reiniti:[19,43],reinstal:0,rel:[5,16,61,74,102],relat:[9,16,17,29,39,47,54,63,71,86,96,103,104,105],relationship:[60,67],releas:[62,66,85,102,103,104],relev:74,reli:[5,18,49,50,52,61,74,96],reliabl:[9,61],relu1:35,relu2:35,relu:[33,35,40,73],relwithdebinfo:96,remain:69,rememb:71,remot:[8,12,21,59,71,73,85,92,94],remoteparameterupdat:[12,15,92],remov:[6,21,28,30,49,71,92,102,103],removing_docker_contain:0,renam:[3,6,28,29],reorder:43,reorder_primit:43,repeat:[7,34,55,56,64,65,70,96],repeatedli:[34,40],replac:[8,13,37,52,60,66],repli:71,replic:21,replicaset:17,repo:[8,71,77,104],report:[13,29,30,54,97],reportdataset:13,repositori:[77,102],repres:[6,7,13,18,21,23,24,30,35,44,47,49,52,57,59,61,64,67,69,70,73,85,100],represent:[14,21,31,33,34,40,47,49,64],reproduc:0,request:[8,9,12,16,18,59,62,71,85,86,105],requir:[3,4,6,9,14,16,17,19,21,23,24,28,29,35,40,42,48,52,54,55,56,59,61,64,65,66,70,71,73,74,77,80,85,86,102,104,105],requisit:40,rerun:74,research:[21,30],reserv:28,reserveoutput:73,reset:[9,25],reset_program:25,resetingrad:42,resetinvalu:42,resetoutgrad:42,resetoutvalu:42,resetxxx:42,reshap:[5,58,76],resid:0,residu:20,resiz:[12,67,74,76],resolv:[8,71,86],resourc:[21,26,51,54,67,75,85],respect:[5,19,24,29,33,48,73,92,100],respons:[12,20,21,25,33,51,52,53,61,85,86],rest:[7,17,27,31,39,105],restart:[9,14,85,86,105],restartpolici:[85,86],restor:[5,52],restrict:[61,63,92,96],result:[5,6,13,20,25,33,34,35,40,44,49,50,51,53,74,76,85,92,96,97,98],resum:16,retain:76,retran:85,retriev:[7,49,63,73,86,96],retriv:80,reuqest:62,reus:[7,16,49,58,59,73,74],rev:0,revamp:21,reveal:[4,96],revers:[6,100],review:[18,86],reviews_electronics_5:86,rewrit:[8,20,74],rid:[19,30],right:[5,6,7,8,17,25,40,59,61,71,75],ring:51,risk:6,rkt:[0,17],rmsprop:52,rmspropoptim:52,rnn:[7,30,33,49,57,59,63,66,91,95],rnn_bias_attr:100,rnn_layer_attr:100,rnn_out:100,rnn_output:69,rnn_use_batch:[41,91,92],rnnalgorithm:49,rnnstep:69,roadmap:[66,69],rocmplac:47,role:[4,13,14,21,51,81,85],rollback:57,root:[0,6,51,85,86,103],roughli:66,round:[29,51],routin:[29,42,51],row:[12,20,73],rows_:64,rpc:13,rpcserver:13,rpi:104,rpi_arm_neon:104,rpi_toolchain:104,rsize:85,rtk:105,rule:[6,21,24,30,34,73,85],run:[2,3,4,5,6,7,8,9,17,18,19,20,21,22,23,25,29,30,31,32,33,34,35,39,40,43,47,48,50,51,52,54,55,56,57,59,62,63,64,66,67,68,71,73,75,76,77,79,80,81,82,83,84,85,87,88,89,90,92,96,97,102,103,104,105],run_test:0,runinitfunct:97,runnabl:23,running_on_cloud:17,runserv:77,runtim:[1,7,18,20,21,37,48,59,70,75,83,102],runtime_table_:7,s_block:6,s_recurrent_group:100,safe:17,sai:[19,31,34,36,40,58,92,94],said:30,sake:73,same:[0,4,5,13,14,16,18,19,20,21,32,33,35,38,39,40,48,49,51,57,59,60,63,66,69,74,75,76,81,83,85,94,100],sampl:[1,25,33,57,65,80,83,92,94],sampler:33,satifi:40,satisfi:[3,8,43,64,85],save:[0,9,11,13,14,17,18,21,34,35,40,44,52,64,70,80,85,86,92,94],save_dir:[86,92,94],save_only_on:[91,92],save_persist:81,saving_period:[91,92],saving_period_by_batch:[91,92,94],scalabl:59,scalar:[6,7,36,68,69],scale:[21,23,52,60,65,66,74,84],scaleop:74,scaleopmak:[59,74],scan:[6,13,40,59],scatter:[6,51],scenario:[49,91],scene:91,schdule:85,schedul:[13,17,23,85],scheme:[12,61,74],scienc:40,scope:[5,18,22,26,31,39,98],score:49,scorer:66,scp:87,script:[0,51,74,80,83,84,85,87,102],sdk:103,search:[0,9,63,92,100],second:[4,18,28,30,33,35,48,49,55,56,58,63,65,74,83],secret:85,section:[6,23,30,57,71,73,82,85,96,100],see:[4,6,9,18,20,23,29,30,57,66,71,74,76,81,85,96,97],seed:[92,97],seem:[3,8,20,29,30,66],seen:[61,74],segment:[48,69,76],sel:20,select:[49,85],selected_generation_scor:49,selected_id:49,selected_row:[64,70],selected_rows_desc:[64,70],selected_scor:49,selectedrow:[37,70],selector:86,self:[5,24,25,33,35,40,41,42,44,50,57,69,73,74],self_addr:18,semant:[4,49,62],semaphor:20,semat:4,send:[9,14,18,21,23,38,51,59,65,71,81,82,85,92],send_back_parameter_typ:12,sendbackparameterspars:12,sendbackparametertyp:12,sendparameterrequest:12,sendparameterrespons:12,sens:[52,61,71,96],sent:[4,14,18,21,59,65,70,86],sentenc:[30,48,49,69,100],sentence_input:69,separ:[14,21,32,52,60,61,80,81,92],seper:69,seq_len:69,sequenc:[6,7,18,26,30,34,41,50,55,66,69,71,73],sequenti:[7,18,20,100],seri:[3,19],serial:[7,13,44,53,59],serializ:[59,70],serv:[1,21,29,59,69,80,85,97],server:[0,4,8,12,15,16,21,31,51,59,73,82,83,90,91,105],server_endpoint:81,serverless:9,servic:[80,96,105],sess:[33,35,50],session:[35,50,56,97],set:[0,4,6,9,17,19,33,37,40,43,47,48,49,54,56,57,59,60,63,66,67,69,71,73,74,76,77,80,81,83,85,86,91,92,94,95,96,97,100,103,104],set_active_typ:73,set_attr:24,set_drop_r:73,set_float_el:5,set_input:24,set_output:24,set_shap:19,set_siz:73,set_typ:[24,73],setdatatyp:64,setdefault:74,setp:85,setq:0,settup:73,setup:[21,52,62,73,74,105],seven:66,sever:[0,5,12,21,23,33,48,49,51,53,54,57,64,67,69,83,84,85,94],sexstant:105,sgd:[4,9,17,23,52,53,64,81,82,98],sgd_optim:[81,98],sgdasync_count:91,shall:[6,8],shape:[5,6,7,19,21,33,36,47,48,55,57,59,64,66,67,74,76,81,98],shapes_:19,shard:[9,10,11,12,13,14,16,21,23,82,85],share:[0,8,19,33,46,53,57,59,61,66,67,69,74,92,97],shared_librari:8,shared_ptr:[43,45,46,63,67,76],shell:[1,85],shoul:5,should:[4,5,6,7,14,17,20,21,24,25,29,31,32,33,37,38,39,43,47,48,49,50,52,53,54,55,58,59,60,61,64,65,66,68,69,70,74,75,77,79,81,83,85,100,102],should_be_fals:4,should_be_tru:4,show:[0,3,6,7,9,19,20,28,30,36,40,44,48,51,52,55,68,69,76,82,85,86,92],show_check_sparse_distribution_log:[91,92],show_layer_stat:[91,92],show_parameter_stats_period:[86,91,92,94],shown:[4,21,25,51,54,66,73,76,85,97,100],shrink:73,shrunk:24,shuffl:[19,21,81],shuffleread:19,sid:85,side:[21,25,40,53,76,82],sig:85,sigint:83,sigmod:65,sigmod_op:65,sigmod_output:65,sigmoid:[7,65,69,73],sign:[27,44,85],signal:83,signatur:85,signific:[66,97],similar:[7,18,20,21,23,26,30,39,49,52,54,58,59,61,66,67,69,74,85,96,105],similarli:[30,40,74],simpl:[18,23,29,31,34,35,40,48,52,55,61,63,65,66,69,81,92,97],simple_attent:100,simple_gru:100,simple_rnn:100,simpler:53,simplest:85,simpli:[1,4,14,21,79,97,100],simplifi:[4,49,57,65,66,73,86],simul:[30,103],simultan:85,sinc:[9,13,15,16,20,21,22,23,30,37,40,43,47,52,57,58,60,61,69,76,81,85,97,103,105],sincer:71,singl:[6,9,19,21,23,25,29,38,51,59,63,66,73,79,82,86,96],singleton:[18,22],sit:21,site:[8,85,96],situat:[6,39,56],size:[1,9,11,12,14,20,21,29,33,40,44,49,52,57,58,64,65,66,67,69,73,74,76,79,81,92,98,100,102,103,104],size_in_byt:43,size_t:[12,19,67,69,73],sizeof:7,skip:[6,58,71,83,85],slice:18,slide:9,slight:30,slightli:33,slow:97,slowli:[0,96],small:[5,18,31,33,42,49,71,73,92],small_messag:[91,92],smaller:[5,9,29,49,71],smart:63,snap:86,snapdragon:29,snapshot:[10,16,85],snippet:[20,32,50,73,85,97,100],sock:17,sock_recv_buf_s:[91,92],sock_send_buf_s:[91,92],socket:92,softmax:[4,7,21,23,30,35,36,49,55,73,100],softmaxoutput:35,softwar:[29,54,97,105],solid:33,solut:[51,105],solv:[4,6,19,40,59],some:[0,4,6,7,8,12,13,14,16,17,19,20,21,23,24,29,31,32,33,34,38,39,40,43,47,48,49,50,55,56,57,58,59,60,63,67,69,71,73,74,75,76,80,85,91,92,94,97,102,103,104,105],some_c_api_funct:46,some_inst:46,some_op:[37,48,69],some_python_class:45,somecppclass:45,somegotyp:45,someth:[0,6,12,57,71,96],sometim:[0,54,58,97],somewhat:14,somewher:63,soon:9,sophist:73,sort:[69,85,92,96],sort_by_length:69,sortagrad:66,sourc:[5,8,28,30,33,42,44,46,49,58,59,84,85,86,96,100,103],source_dict_dim:[49,100],source_dict_s:49,source_language_word:[49,100],space:[0,23,29,57,61,66,97,100],span:54,spars:[12,20,73,76,80,85,92],sparse_remot:12,sparse_upd:12,sparseparam:73,sparseprefetchrowcpumatrix:73,speak:100,spec:[85,86],specfii:92,special:[6,14,21,29,31,37,47,49,50,74],specialvartypeinfer:37,specif:[6,8,9,19,21,24,28,31,49,59,63,67,74,81,94,102],specifi:[1,4,5,12,13,14,17,18,20,21,22,24,25,26,28,33,44,54,57,63,65,69,71,73,76,77,85,92,96,100,102,103],spectrogram:66,speech:66,speed:[0,29,44,51,52,105],speedup:54,sphinx:[45,77],split:[16,18,19,22,30,36,49,59,69,80,82,85,94],split_count:[80,85],spread:6,squar:35,square_error_cost:[81,98],srand:92,src:[8,43,80],src_backward:100,src_embed:[49,100],src_forward:100,src_primitive_desc:43,src_word_id:[49,100],src_word_vec:49,sreializ:70,ssh:[85,86,87,104],ssh_server:83,sstabl:4,stabil:[5,40,74],stabl:[62,85],stack:[26,59,69,85],stage:[8,15,22,33,40,43,66,70,83,102],stale:9,stamp:97,standalon:102,standard:[0,3,20,30,59,61,66,96],stanford:[5,86],star:8,start:[0,1,3,6,8,9,12,13,14,16,17,20,21,22,49,51,53,54,83,87,92,96,97,100,101],start_mpi_train:87,start_op_idx:6,start_pass:[91,92],start_pserv:92,startup:[9,17,30,85],stat:[92,97],state:[7,9,25,26,48,49,54,63,66,69,75,86,92,100],statem:40,statement:[20,30,34,40,73,85],static_cast:[43,76],staticinput:100,statist:[25,54,92],statset:97,statu:[17,49,85,86,97],status:86,std:[8,12,19,35,37,38,43,45,46,54,56,59,60,63,65,67,73,74,76,92],stdbuf:80,stderr:83,stdout:83,step:[0,1,5,7,9,14,20,21,23,25,30,33,34,41,49,52,53,57,59,65,66,69,71,73,79,82,85,86,87,96,97,100,102,104,105],step_gradi:6,step_id:69,step_input:69,step_net:7,step_output:69,step_scop:59,stepnet:[7,48,59,63],still:[3,6,13,16,21,30,40,60,76],stirng:57,stmt1482205552000:85,stmt1482205746000:85,stochast:[9,13,16,52,82],stop:[0,57,83,86,92],stop_gradi:57,storag:[27,29,80,85,86],store:[5,7,8,12,26,35,37,44,47,49,53,55,57,59,60,61,63,69,73,74,76,77,80,82,85,86,87,92,103,104],str:[6,17,69,94],straight:[55,58,64],straightforward:43,strategi:[9,57,92],stream:[21,43,54,67,75],stream_:67,strict:[58,82],stride:[43,47,66],string:[6,7,13,28,35,38,44,54,55,56,57,59,60,63,64,65,70,73,74,85,92],strip:96,strongli:90,struct:[13,14,27,29,37,38,39,46,47,54,60,65,75],structur:[6,7,13,30,33,44,49,55,57,59,64,83,85],sts:85,stuff:71,style:[0,59,65],sub:[4,6,16,18,23,33,40,48,51,53,57,73,100,102],sub_block:6,subclass:57,subcommand:28,subgraph:[23,33],submiss:21,submit:[43,59,77,84,85,91,92],subnet0:85,subnet:[4,85],subobjectpath:86,subsequ:51,subset:73,subtract:5,succ:40,succeed:[13,86],success:[14,85,86],successfulcr:86,successfulli:74,successor:92,sucess:40,sucessor:40,sudo:[0,85],suffer:5,suffici:92,suffix:[3,17,80],suggest:[8,71,97],suit:105,suitabl:[64,67,92],sum:[6,7,10,22,37,57,73,100],sum_op:6,summar:[33,54],summari:54,sumopgradmak:60,supercomput:40,suppli:64,support:[0,1,3,5,7,9,16,17,18,20,21,23,30,32,33,39,40,43,44,47,49,52,53,54,56,58,59,60,61,64,66,73,74,76,77,79,82,84,85,92,97,100,102,103,104,105],support_inplac:40,suppos:[8,18,32,64,73],suppress:28,sure:[0,73,81,85,96],svs:65,swagger:27,swig:[0,15,45,46,102,103],switchop:7,sychron:51,symbol:[3,7,35,46],symbols_ready_:7,symbolt:[7,59],symlink:71,sync:[9,52,61,92],sync_with_cpp:96,syncflag:73,synchron:[9,13,20,43,51,54,82,85,92],syntax:[18,26,30,49,58],sysroot:102,system:[0,1,3,7,8,9,14,16,20,21,23,27,32,33,40,42,66,74,77,80,84,86,96,102],tab:3,tabl:[7,18,30,37,44,64,70,103],tablelookup:64,tablelookupgrad:64,tablelookupop:64,tag:[1,62,90,100],tail:49,take:[0,4,6,7,8,9,16,18,19,20,21,24,26,29,31,33,34,36,37,39,40,43,47,52,55,56,57,58,59,60,67,69,71,73,74,75,80,81,85,86,90,96,97,100],taken:[24,35,40,47,69],talk:[14,31,104],tangl:96,tanh:[33,49,73,100],tar:85,tarbal:85,target:[0,6,7,8,24,26,33,35,50,56,59,74,100,102,103,104],target_block:[6,24],target_dict_dim:100,target_dict_s:49,target_language_word:100,target_link_librari:8,target_word:49,task13:66,task14:66,task:[21,44,49,54,65,81,94,100],task_queu:13,taskentri:13,taskqueu:13,tbd:[15,43,66],tcp:[85,92],tear:97,technic:[6,9,81],techniqu:[40,73,96,100],technolog:[0,30],tee:86,tell:[1,9,13,14,49,65,97,102],templat:[32,43,65,67,74,75,76,86,105],tempor:66,temporari:[6,17,26,40,52,57],tempori:40,ten:0,tensor:[5,8,18,20,22,23,29,30,31,33,35,37,38,43,44,47,48,49,64,69,70,74,98],tensor_arrai:18,tensor_array_read:69,tensor_array_s:69,tensor_array_stack:69,tensor_array_unstack:69,tensor_array_writ:69,tensor_data:44,tensor_in:39,tensor_s:5,tensor_test:8,tensor_to_check:5,tensorarrai:22,tensorarraydesc:69,tensordesc:[44,64],tensorflow:[7,18,20,21,23,30,33,36,61,69,76],term:[9,60,61,66],termin:86,terminolog:40,tessorarrai:69,test1:11,test:[4,5,8,35,46,52,58,62,76,79,80,81,87,91,97,98],test_:74,test_all_data_in_one_period:86,test_check_grad_ingore_i:74,test_check_grad_ingore_x:74,test_check_grad_norm:74,test_check_output:74,test_data_dir:80,test_fcgrad:73,test_gpuprofil:97,test_layergrad:73,test_mkldnn:42,test_mklpack:41,test_mul_op:74,test_norm:74,test_pass:[91,92,94],test_period:[91,92,94],test_recurrent_op:71,test_sum_op:0,test_wait:[91,92],testa:4,testb:4,testbilinearfwdbwd:97,testcas:74,testconfig:73,testfcgrad:73,testfclay:73,testlayergrad:73,testmodel_list:91,testmulop:74,testq:4,testsave_dir:91,testutil:73,text1:28,text:[4,44,48,54,66,85],tflop:97,tftp:105,tgz:3,than:[0,6,9,17,18,19,24,30,31,32,33,57,59,61,68,69,73,80,81,85,100,102,105],the_step:30,theano:30,thei:[0,4,6,8,9,14,16,18,19,20,23,24,28,30,33,34,38,40,49,50,54,57,59,65,69,70,71,73,74,76,81,82,85,91,97,100],them:[0,4,5,6,8,9,12,17,19,20,23,24,30,31,32,37,38,39,40,49,57,58,59,60,63,64,65,69,70,71,74,77,81,85,91,92,97],themselv:[6,8],theori:[30,97],therefor:[6,40,52],therein:7,theta:33,theta_d:33,theta_g:33,thi:[0,1,3,4,5,6,7,8,9,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,29,30,31,32,33,34,35,38,39,40,43,47,48,49,50,51,52,53,54,55,57,58,59,60,61,64,65,66,67,69,71,73,74,75,76,77,79,80,81,82,85,86,90,92,94,96,97,98,100,102,103,104,105],thin:37,thing:[21,33,59,67,97],think:[4,8,81],third:[9,35,74,96,97,102,103,104],third_parti:[42,102,103,104],those:[7,8,9,32,34,35,36,55,102],though:[69,105],thought:[8,97],thread:[18,20,22,54,73,80,92,94,96,97],thread_count:22,thread_id:54,thread_id_:54,thread_local_rand_use_global_se:[91,92],thread_pool:22,threadid:94,threadloc:97,threadpool:18,three:[5,6,9,20,25,29,30,31,34,43,49,50,53,54,55,58,66,67,92,102],threshold:[9,13,24,71,92],through:[6,8,9,13,15,25,40,50,52,73,74,77,80,97,98,100,103],throughout:26,throughput:[80,97],thrust:59,thu:[16,25,35,40,66,73,85],tier:86,time:[0,4,5,8,9,13,16,19,20,21,23,24,30,32,37,40,41,47,48,49,51,54,57,58,59,60,64,65,66,69,70,76,86,92,94,96,97,100,105],timelin:[54,59,97],timeo:85,timeout:[9,13],timestamp:10,timestep:63,tip:[102,103],titan:40,tls:27,tmp:57,todo:[7,9,13,16,49,65,66],togeth:[6,69,81,100],token:[4,66,100],toler:[0,5,74],too:[5,18,20,24,39,43,69],took:105,tool:[0,3,54,81,84,85,96,100,102,104],toolchain:[96,102,103],toolkit:66,top:[48,49,66,74],top_k:49,top_level_rnn:48,topic:43,topk_generated_scor:49,topk_id:49,topk_scor:49,toplevel:0,topolog:[4,9,21,35,40,44,53],topoloi:35,torch:[7,30],total:[9,23,25,51,54,58,80,84,86,96,97,105],total_pass:58,tottim:96,toward:30,trace:[7,31,33],track:[9,13,35,57],tradit:[7,29,66],traffic:21,train:[6,7,11,13,14,16,18,19,24,25,26,30,31,33,34,40,41,44,51,52,53,54,55,56,57,59,61,64,66,67,70,73,84,88,89,91,95,97,100,103],train_config_dir:85,train_data:80,train_data_dir:80,train_id:85,train_list:80,train_loop:30,train_read:[21,81],trainabl:[44,57],traindot_period:91,trainer:[4,10,11,12,13,15,21,23,31,41,42,52,53,59,73,81,82,83,92,94],trainer_config:[85,86],trainer_config_help:73,trainer_count:[79,80,85,86,91,92,94],trainer_cpu:17,trainer_cr:17,trainer_gpu:17,trainer_id:[80,85,92],trainer_intern:12,trainer_mem:17,trainer_packag:17,trainer_prog:21,trainerid:16,training_rol:81,trainingjob:21,trainingtest_period:91,trainonebatch:12,tran:[43,73,92],trans_var:39,transact:[9,13],transcript:66,transfer:[40,54],transform:[59,66,73,76,100],translat:40,translation_id:49,translation_scor:49,transpar:[49,83],transpil:[18,81],transport:92,transpos:73,travers:[6,34,40],travi:71,treat:[7,14,40],treatment:[14,29],tree:[7,18,26,30,57,92,98,104],trg_dic_siz:49,trg_embed:[49,100],trick:49,tricki:45,trigger:[16,19,53],trivial:[49,69],true_block:[7,36,55],true_imag:58,true_label:58,true_neg:25,true_posit:25,true_read:58,tune:[66,95,96],tuninglog_barrier_abstract:91,tupl:[6,57,58],turn:[1,57,58],tutori:[0,1,73,74,85,87,88,89,96,97,100,103],twice:[23,33,81],twine:62,two:[0,4,6,14,15,16,17,18,19,20,21,25,28,29,30,31,33,34,37,39,40,44,47,49,52,54,55,58,59,60,61,63,64,65,66,69,70,74,76,83,85,94,97,100,102,104],txt:[8,17,28,41,42,73,77,80,85,87],type:[4,6,7,9,12,13,16,17,19,21,27,28,29,31,37,38,39,43,44,45,46,48,49,55,56,57,58,59,60,61,64,65,66,67,70,73,75,76,79,80,82,85,86,90,92,94,100,103],type_nam:65,typedef:[14,29,45,46,47,67,75],typeerror:24,typeid:65,typenam:[32,65,67,74,75,76],typic:[21,97,103],ubuntu:[3,62,79,96],ubyt:58,uci_h:[79,81],uid:86,uint16_t:29,uint32:[27,44],uint32_t:54,uint64:[44,45],uint64_t:45,unawar:14,unbalanc:92,unbias:5,unblock:20,unbound:[40,100],unbuff:20,unclear:16,uncreat:6,under:[0,1,8,13,23,39,51,76,77,80,83,84,85],underli:[19,49],understand:[30,57,66,96,97,105],understand_senti:100,undeterminist:97,uni:66,unidirect:66,unifi:[19,26,35,64,71],uniform:[11,33,57,58,92],uniform_random:57,uniniti:6,uninstal:0,uniqu:[4,7,9,16,17,43,47,57,63,74,81,85,90,92],unique_nam:57,unique_name_gener:57,unique_ptr:[60,63,67,73],unit:[0,8,52,54,61,67,76,100],unittest:[46,71,74],unittestcheckgrad_ep:91,unix:20,unk:[64,70],unlik:[49,74],unnecessari:[6,66,71],unordered_map:63,unpack:69,unrol:48,unseen:61,unsign:[14,29],unstack:69,unstack_from:69,unsupervis:33,unsupport:74,until:[9,14,20,22,23,30,40,63,81,85],unzip:102,updat:[3,6,9,13,14,21,27,29,33,48,49,50,51,52,53,63,66,69,73,80,82,92,94,96],update_memori:7,update_op:50,updatecallback:73,updatestack:85,upgrad:[0,3,51],upload:[9,17,20,27,62,82],upon:9,upstream:71,uri:85,url:71,usag:[29,36,40,53,57,68,74,97,103],use:[0,1,3,4,5,7,8,9,15,19,20,21,22,23,26,29,33,35,37,38,39,40,43,47,49,50,51,53,54,57,63,64,65,66,69,70,71,73,74,75,77,79,80,82,85,86,92,94,96,97,100,102,103,104],use_cpu:38,use_cudnn:38,use_eigen_bla:102,use_eigen_for_bla:[102,103],use_gpu:[79,80,86,91,92,94],use_mkl_pack:41,use_mkldnn:[38,42],use_old_updat:[12,91,92],use_sparse_remote_updat:12,used:[0,3,4,5,7,8,9,15,16,19,20,21,24,26,29,30,33,35,39,40,48,49,52,53,54,57,58,59,61,63,65,67,69,73,74,76,85,91,92,94,96,97,100,102,103,104],useful:[5,29,39,40,57,63,73,94,100,102],usegpu:73,user:[1,4,5,6,7,8,11,13,16,17,18,21,22,23,24,25,26,28,32,33,34,35,37,38,39,43,47,49,50,51,52,54,57,58,59,60,61,63,65,67,69,71,75,77,80,85,91,92,96,102,105],user_nam:11,usercert:11,userkei:11,usernam:11,uses:[0,3,5,9,16,18,20,21,29,39,40,47,48,49,53,54,67,71,73,76,77,82,85,92,100,102],using:[0,1,3,4,5,6,7,8,9,13,14,16,17,20,21,26,28,29,30,32,33,35,37,40,48,50,52,55,57,58,60,61,63,65,66,67,71,73,74,75,76,77,79,80,85,86,87,90,92,94,97,100,102,104],usr:[0,1,80,85,92],usual:[6,17,40,47,54,55,61,67,71,74,85,92,94,96,97],util:[21,41,42,51,73,74,75,97,100,105],uuid:[10,16],v7a:102,v8a:102,val:6,valid:[58,59,63,74,85,103],valu:[5,6,7,9,18,20,24,25,35,36,40,42,44,48,49,50,52,53,55,59,63,64,65,68,69,70,73,74,75,81,85,92,94,100,102,103],value1:92,value2:92,value_:64,valueerror:35,values_:69,vanilla:100,var_nam:[6,39],var_recurs:24,vardesc:[7,34,55,57,59,64],vardescbuild:7,vari:[85,97],variabl:[4,5,7,18,19,20,21,23,24,25,26,31,33,34,35,36,37,39,47,48,49,50,52,55,56,60,61,64,65,66,69,73,74,75,80,84,85,86,96,98,102,103],variablenamemap:74,varialbl:33,variant:[37,47,67,69,75],varibal:6,varibl:35,varienc:69,varient:69,variou:[7,20,29,40,61,102],varproto:65,vars_:[7,63],vartyp:[64,70],vartypeinfer:37,vec2seq:66,veclib:103,vector:[4,7,12,14,19,35,36,43,48,49,54,57,59,60,64,66,68,69,73,76,100],vectorenable_parallel_vector:91,vendor:8,verbos:[28,71],veri:[8,13,18,23,26,30,32,33,40,43,49,53,58,61,63,66,67,69,83,96,97,100],verifi:[7,73,103],version:[0,1,6,8,17,21,24,28,31,33,35,36,44,49,62,66,73,79,81,85,86,90,91,92,96,97,102,103,104],versu:4,via:[2,6,9,47,71,81,85,97,103,105],view:[44,47],vim:1,viriabl:80,virtual:[0,19,24,37,38,60,67,75],virtualenv:0,visibl:[16,63],visit:6,visual:[49,97],vlog:[12,71],vocabulari:66,voila:79,volum:[77,86],volumemount:[85,86],volumn:85,wai:[0,4,6,14,16,20,26,30,38,40,49,52,57,58,61,69,71,73,94,100],wait:[9,14,20,22,75,80,81,82,92],walk:103,wangkuiyi:8,want:[0,1,4,17,18,20,25,33,38,39,47,52,54,56,58,61,63,67,68,69,71,73,77,80,92,94,96,102,104],warn:28,warp:97,warp_ctc:66,wast:51,watch:9,wbia:85,web:[77,96],websit:77,weight:[41,44,61,73,92,94,100],weightlist:73,weights_:73,weights_primitive_desc:43,weights_t:73,welcom:[8,66,71],well:[6,17,20,21,23,30,32,33,61,64,66,73,81,85,92],wer:66,were:[8,20,30],west:85,wget:102,wgt:43,what:[0,8,19,30,33,39,49,57,65,74,96,105],whatev:[0,80],wheel:3,when:[0,2,6,7,8,9,12,13,14,17,18,21,23,24,25,26,28,29,30,31,35,49,51,52,53,54,55,57,59,67,69,71,73,74,76,77,80,82,84,85,86,92,94,96,97,100,102,103,105],whenev:[57,66,71],where:[4,6,7,9,16,18,21,30,31,34,47,48,49,52,55,59,61,67,69,73,74,92,94,96,97,98,100],wherea:[7,13,32,36,67,68,70],whether:[0,1,5,6,7,19,26,54,58,64,69,73,74,92,103],which:[0,3,4,5,6,7,8,9,11,13,14,16,17,18,19,20,21,22,24,26,29,30,31,32,33,35,37,39,40,43,44,47,48,49,50,51,53,55,56,57,58,59,60,63,64,65,68,69,70,71,73,74,75,76,80,81,82,83,85,92,94,96,97,100,102,103,105],while_grad:40,while_loop:[49,69],while_op:6,whileloop:69,whileop:7,white:66,whl:0,who:[6,32,34,51,57,71],whoever:14,whole:[6,19,33,36,40,45,46,48,51,56,65,66,71,82,85,86,105],wholli:19,whose:[5,6,9,16,24,48,59,60,65,69,100],why:[0,5,46],wide:[3,8,24,33,83,87],width:[12,45,58,73,74],wiki:8,window:[0,1,52,66,102],wirt:35,wise:[23,59,66,76],wish:[0,3,77,80,81],with_avx:[0,1,90,102,103],with_bia:65,with_c_api:[0,102,103,104],with_distribut:81,with_doc:0,with_doubl:[0,73,90],with_dso:0,with_golang:[0,102],with_gpu:[0,90,102,103],with_mkl:[0,41,42,102],with_mkldnn:42,with_mklml:42,with_profil:97,with_python:[0,90,102,103],with_rdma:[90,102,103],with_style_check:[0,71],with_swig_pi:[0,102,103],with_test:[0,74],with_tim:[90,97],within:[13,21,30,66,103],without:[6,9,14,19,20,54,57,58,59,66,74,80,87,96],wloop:69,wmt14:100,won:[82,97],word2vec:[17,80],word:[6,23,34,37,40,48,49,59,65,66,69,75,80,94,100],word_dict:[80,87],word_vector_dim:[49,100],wordcount:66,work:[0,1,4,7,8,9,21,26,29,30,38,50,52,54,57,71,73,77,81,82,85,86,92,96,97,100,105],worker:[23,70,85],workercount:85,workflow:[59,85],workspac:[71,80,83,92],world:80,worri:5,worth:98,would:[0,1,7,8,9,16,20,21,22,23,30,32,33,34,43,50,52,53,57,58,64,66,69,71,81,85,96,102,105],wouldn:[30,34],wrap:[19,30,32,33,51,105],wrapper:[8,19,20,32,51,52,60,69,97],write:[4,9,16,18,19,20,21,23,29,30,31,32,35,37,43,50,52,57,58,59,60,67,69,72,80,84,85],write_lock:10,write_to_arrai:40,writer:[4,57],written:[0,1,6,7,18,23,26,33,44,52,59,60,64,74,76,83,96],wrong:58,wrote:35,wsize:85,x64:[102,104],x86:103,x86_64:[102,103],x_neg:5,x_po:5,xarg:[1,73,87],xcode:103,xcodebuild:103,xeon:75,xgbe0:92,xgbe1:92,xpu:30,xrang:[5,30,33,54,58,73,79],xx_layer:38,xxx:[4,69],xxxx:10,xxxxxxxxx:85,xxxxxxxxxx:85,xxxxxxxxxxxxx:85,xxxxxxxxxxxxxxxxxxx:85,y_dim:33,y_neg:5,y_po:5,y_predict:[79,81,98],yaml:[8,83,85,87,105],yancey1989:17,yapf:71,year:30,yep:[54,96],yet:[30,66,105],yield:[4,11,19,58],you:[0,1,2,3,5,17,21,29,63,71,73,74,75,77,79,80,81,83,85,87,90,92,94,96,97,100,102,103,104,105],your:[0,2,3,4,8,12,17,28,59,71,73,77,80,81,83,85,90,94,97,102,103,104,105],your_access_key_id:85,your_secrete_access_kei:85,your_source_root:46,yourself:0,yuang:30,yuyang:96,z_dim:33,z_size:33,zaist:0,zero:[5,6,9,20,33,49,53,57,64,73,85,92],zip:[57,102],zone:85,zxvf:85},titles:["Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","PaddlePaddle Design Doc","Auto Gradient Check 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","C++ Data Feeding","Design Doc: CSP in PaddlePaddle 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","Background","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","DeepSpeech2 on PaddlePaddle: Design Doc","Design Doc: Supporting new Device/Library","Design Doc: Switch","Design for TensorArray","Background","Contribute Code","Development","Write New Layers","How to write a new operator","Add Kernels for a New Device","How to use Eigen in Paddle","Contribute Documentation","GET STARTED","Quick Start","Command-line arguments","Fluid Distributed Training","Distributed Training","Cluster Training Using Fabric","Use different clusters","Distributed PaddlePaddle Training on AWS with Kubernetes","PaddlePaddle On Kubernetes","Cluster Training Using OpenMPI","&lt;no title&gt;","&lt;no title&gt;","Preparations","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Fluid Source Code Overview","RNN Models","RNN Configuration","PaddlePaddle Documentation","Build PaddlePaddle for Android","Build PaddlePaddle for iOS","Build PaddlePaddle for Raspberry Pi","Cluster bootstrapping tool survey"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":11,"\u4e0d\u4f7f\u7528":45,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":45,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":45,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":45,"\u4ec5\u4ec5\u4f7f\u7528void":45,"\u4ece\u5feb\u7167\u6062\u590d":10,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":45,"\u4f7f\u7528\u8f6c\u6362\u5e93":11,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":46,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":46,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":27,"\u5206\u652f\u89c4\u8303":62,"\u52a0\u901f\u6267\u884c":10,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":45,"\u52a8\u6001\u6269\u5bb9":10,"\u539f\u56e0":45,"\u539f\u56e0\u5217\u8868":45,"\u53c2\u8003\u6587\u6863":27,"\u53d1\u5e03docker\u955c\u50cf":62,"\u53d1\u5e03wheel\u5305\u5230pypi":62,"\u540d\u8bcd\u89e3\u91ca":27,"\u57fa\u672c\u8981\u6c42":45,"\u5b9e\u73b0":45,"\u5b9e\u73b0\u65b9\u5f0f":46,"\u5bfc\u51fac":45,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":10,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":45,"\u63a8\u6d4b\u6267\u884c":10,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":11,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":27,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":11,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":11,"\u6587\u4ef6\u9884\u5904\u7406":11,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":46,"\u672f\u8bed":10,"\u67b6\u6784\u56fe":27,"\u6846\u67b6\u751f\u6210":27,"\u6982\u5ff5\u89e3\u91ca":11,"\u6a21\u5757":27,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":10,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":46,"\u6d41\u7a0b\u4ecb\u7ecd":11,"\u751f\u6210sparse\u6587\u4ef6":27,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":27,"\u76ee\u5f55\u7ed3\u6784":46,"\u76ee\u6807":27,"\u793a\u4f8b\u7a0b\u5e8f":11,"\u7b26\u53f7":45,"\u7c7b":45,"\u7f16\u8bd1\u9009\u9879":46,"\u7f29\u5bb9":10,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":45,"\u80cc\u666f":45,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":27,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":11,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":11,"\u8f6c\u6362\u5e93":11,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":45,"\u8fdb\u884c\u8bad\u7ec3":11,"abstract":[21,22,23,51,105],"book\u4e2d\u6240\u6709\u7ae0\u8282":62,"case":[6,94],"class":[33,53,57,73],"filemanager\u8bbe\u8ba1\u6587\u6863":27,"final":38,"function":[8,32,33,57],"new":[67,73,74,75],"paddle\u52a8\u6001\u5e93\u4e2d":45,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":45,"paddlepaddle\u53d1\u884c\u89c4\u8303":62,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":62,"return":[57,58],"switch":[43,67,68],"tensor\u5230eigentensor\u7684\u8f6c\u6362":76,AWS:85,DNS:85,E2E:81,EFS:85,For:[8,86],KMS:85,The:[7,14,18,26,30,33,34,36,37,47,50,53,59,60,68,104],Use:[7,55,77,79,84,86,94],Using:[3,8,14,83,87,102],With:17,about:33,absolut:49,access:85,account:85,action:[41,42],activ:42,actor:20,add:[40,43,75,85],address:85,advanc:67,alalysi:12,algorithm:[5,9,21,48,56],all:[63,69],analog:18,analysi:[21,40],android:102,api:[21,41,42,46,50,52,57,61,65],appendix:[0,105],approach:97,arbitrari:30,architectur:[21,54,100],argument:[28,58,80,91,94,102,104],arrai:5,ask:0,asset:85,associ:[63,85],assumpt:105,async:92,attent:100,attribut:[40,61],auto:5,averag:52,aws:85,background:[5,23,39,41,67,68,69,70,74,75],backward:[6,30,34,59,74],base:[17,49],basic:[40,67,105],batch:58,batch_siz:58,beam:[49,66],benchmark:[41,42],benefit:[23,59],between:[4,20,57,59,65,67],binari:7,bind:74,bla:0,block:[7,31,33,34,55,57,59],blockdesc:55,book:1,bool:0,bootstrap:105,bottleneck:96,bring:105,bucket:85,build:[0,2,6,33,59,77,86,102,103,104],built:97,can:63,capi:46,capi_priv:46,challeng:[6,23,56],chang:49,channel:20,check:[5,73,83],checkpoint:[9,10,16],choic:38,choos:[8,85],client:14,clip:24,close:5,cloudform:85,cluster:[15,81,83,84,85,87,94,105],cmake:[8,41,42,104],code:[17,31,57,71,96,98],command:[80,93,94],commit:86,common:92,commun:92,compar:105,comparis:57,compat:30,compil:[0,7,29,31,55,59,74,98,102,103,104],complet:30,compos:58,comput:[7,34,43,59,61,76],con:105,concept:[57,59,85],concern:42,conclus:[16,35,105],concurr:[18,20],condit:33,config:94,configur:[85,100,103],construct:34,contain:[1,86],content:[41,42,46,66,85,97],context:75,contribut:[71,77],control:[40,59],contruct:40,convert:16,convolut:66,core:[5,57,85],corner:6,cpu:[22,94],creat:[6,20,58,59,63,85,86],createreaderop:19,creation:[13,52,61],creator:58,credenti:85,cross:[102,103,104],csp:20,ctc:66,cuda:[0,29],cudnn:0,current:[29,60],custom:58,data:[9,19,21,39,58,85,86],dataflow:40,dataprovid:92,dataset:[9,13,80],datatyp:47,decod:49,decor:58,decoratedread:19,deep:[7,30],deepspeech2:66,defin:[74,85],definit:70,delet:85,demo:[33,81,85],dens:16,dep:3,depend:[0,3,33,66],deploi:17,deriv:73,describ:[30,50],descript:[28,59,92],design:[4,5,7,9,13,14,15,16,18,20,21,22,23,25,26,29,30,32,33,34,37,41,42,43,44,47,48,49,50,51,53,55,57,58,59,60,63,64,66,67,68,69],destroi:[63,85],detail:[12,66,92],develop:[59,72],devic:[67,75,94],devicecontext:67,dictionari:58,differ:[59,67,84,94],directori:85,discrimin:33,discuss:[23,33],dispatch:[9,13],distribut:[4,9,12,17,21,23,81,82,85,92],dnn:42,doc:[4,7,9,13,14,15,16,18,20,21,22,23,26,29,30,32,34,37,41,42,43,44,47,51,53,55,57,58,59,60,64,66,67,68],docker:[1,17,86,102],document:[77,101],doe:58,down:85,download:[85,86],dure:[49,58],dylib:46,dynam:[9,69],dynet:35,each:3,ec2:85,eigen:76,elast:85,elect:16,els:7,engin:33,enough:5,entri:58,environ:[17,102],equat:73,error:24,evalu:25,event:[4,54],evolut:30,examin:96,exampl:[4,8,18,20,36,46],execut:[7,22,30,55,59],executor:26,explan:5,extern:85,fabric:83,faq:[2,3],fault:9,feed:19,file:[7,85,86,96],fileread:19,find:85,float16:29,flow:40,fluid:[18,20,30,31,43,51,81,98],format:[7,9,44],forward:[34,74],frame:7,framework:[5,75,76],frequent:0,from:[0,2,4,16,65],functor:67,futur:[30,66],gan:33,gate:100,gener:[31,33,49,96,100,105],get:[78,81,86],give:58,global:[55,57],gpu:[1,92,94,97],grad_op:6,gradient:[5,6,14,42,60,73],graph:[34,35,40,59,61],group:85,gru:92,hand:97,handler:[4,45],happen:16,hardwar:29,have:81,helper:57,hierarchi:7,high:[50,52,61,65],how:[0,5,12,52,58,59,67,74,76,77,95,97],iOS:103,iam:85,identifi:96,ifels:36,ifelseop:7,imag:[1,17,86,102],implement:[5,6,8,12,22,24,25,29,44,48,51,52,57,58,59,60,61,73,74,75,76],infer:102,infershap:[55,64],infervartyp:37,ingredi:4,ingress:27,initi:[14,33,85,94],insid:63,inspect:85,instal:[2,3,79,81,85,102,103,104,105],instanc:85,instead:58,integr:[67,85],intel:[41,42],interact:65,interfac:[5,9,14,15,26,50,58,63],intermedi:59,introduc:[49,69,81],introduct:[54,61,81],isn:58,issu:29,job:[9,17,83,85,86,87],kei:[41,47,85],kernel:[43,47,59,75],kill:83,kube:85,kubectl:85,kubernet:[17,85,86],languag:[7,31],larg:12,launch:[1,83,87],layer:[4,32,41,42,57,73,94],layout:47,learn:[7,30],leval:65,level:[50,52,61,65],libpaddle_capi_shar:46,libpaddle_capi_whol:46,librari:[14,29,47,59,67,102],limit:21,line:[80,93],linux:[83,102],list:[10,58],live:40,load:20,local:[21,63,85,94],lod:49,lodtensor:[48,49,69],lodtensordesc:70,log:71,logic:13,look:96,low:[52,61,65],lstm:92,machin:49,macro:59,main:33,make:40,manag:8,map:[58,59],master:[9,13,17,18],math:67,mathemat:5,matrix:[42,92],member:33,memori:[40,48,67],messag:65,method:49,might:33,migrat:59,mileston:59,mini:58,minibatch:20,mix:94,mkl:[41,42],mkldnn:43,mkldnn_helper:43,mkldnndevicecontext:43,model:[4,12,14,16,20,30,33,44,49,83,94,99,100],modifi:86,modul:[59,67,76],more:33,motiv:[6,20,26,44,51,56],multi:[22,31],multipl:58,mxnet:35,name:[63,85],nativ:31,nccl:51,necess:57,necessari:59,need:[58,97],nest:48,network:[59,94,100],neural:100,nlp:92,non:81,norm:61,note:5,numer:5,numpi:5,nvprof:97,nvvp:97,object:9,offset:49,onli:[58,63],op_mak:59,openmpi:87,oper:[19,32,36,40,43,47,52,55,57,59,60,64,69,74],opinfomap:59,opkernel:[59,67,74,75],opproto:65,ops:61,optim:[9,14,34,40,50,57],option:[0,28],opwithkernel:59,order:28,org:77,origin:59,orthogon:63,other:42,outlin:91,output:[83,85],overview:[16,24,26,41,42,59,63,66,98],pack:[41,49],packag:[3,8],paddl:[12,51,58,63,76],paddlejob:17,paddlepaddl:[0,1,3,4,7,20,30,31,41,42,52,55,61,62,66,77,81,85,86,98,101,102,103,104],pair:85,paradigm:30,parallel_nn:94,paramet:[4,9,14,15,17,20,23,42,52,53,57,61,80,81,85,92,93],parameteraverageoptim:52,parent:63,part:34,partit:14,pass:[0,94],path:[16,28],penalti:61,perform:[52,92,96,97],persist:13,pfsclient:[27,28],pfsserver:27,pip:3,place:[40,47,67,75],placement:21,point:[41,85],polici:40,pose:[37,60],potenti:38,prefetch:58,prepar:[80,81,83,85,87,90,103],principl:43,privat:85,pro:105,problem:[25,37,38,39,40,47,50,60],procedur:105,process:[9,14,17,50,59],profil:[96,97],program:[1,7,18,20,22,30,31,55,57,80,81],programdesc:[31,55],project:8,propos:[37,60,61],protobuf:64,protomak:74,provid:58,prune:56,pserver:16,pull:1,python:[5,17,21,41,42,48,50,52,57,58,61,65,70,73,74,96],qualiti:59,question:0,queue:[9,13],quick:79,randomnumb:92,raspberri:104,reader:[4,19,58],readerbas:19,readerhold:19,readi:81,readop:19,realiz:59,recoveri:9,recurr:100,recv:20,refactor:59,refer:[5,21,23,40,41,42,66,97],region:85,regist:[37,59,65,74,75],registr:[59,60],registri:59,regular:[14,61],rel:49,relat:[19,59,69],remark:74,remot:15,remoteexecutor:21,render:85,represent:[7,59],requir:[0,8,33],result:[83,86],retri:13,reus:57,review:71,rnn:[48,69,92,99,100],rnnop:[7,48,59],route53:85,row:[64,66],rpc:20,run:[0,1,26,74,86,98],runtim:[3,17],save:16,scale:9,scope:[7,48,59,63],script:[81,86],search:[49,66],secur:85,select:[14,20,64],selectedrow:64,semant:68,send:20,separ:59,sequenc:[49,100],server:[9,13,14,17,20,23,80,81,85,92],servic:85,set:93,setup:[85,102],sextant:105,sgd:92,shape:49,share:[4,6,40,63],should:63,shuffl:58,simpl:[49,100],singl:58,slice:81,solut:[37,38,39,40,41,47,56,60],sourc:[0,2,98],spars:[14,15,16,64,94],specifi:94,stack:7,standard:71,start:[4,78,79,80,85,86],startup:86,statement:25,step:[2,48],storag:61,store:9,strategi:40,style:71,subcommond:28,submit:17,suffici:58,suitabl:8,sulut:43,summar:[4,18],summari:44,support:[29,51,67,69],survei:[29,35,61,105],synopsi:28,syntax:20,system:[30,85],tabl:[46,66],task:[9,13,66],tear:85,tecton:105,templat:85,tensor:[59,67,76],tensorarrai:[49,69],tensordesc:70,tensorflow:35,test:[0,41,42,43,71,73,74,92,94],theori:5,thi:63,think:33,three:69,time:98,timelin:16,timer:97,tip:97,todo:[10,11,22],togeth:63,toler:9,tool:[8,77,97,105],toolchain:104,topic:67,toward:31,train:[1,4,9,12,15,17,21,50,58,80,81,82,83,85,86,87,92,94],trainer:[9,14,16,17,20,80,85],transform:39,translat:49,transpil:[21,22,23,31,40,51],tune:[92,97],ture:30,two:5,type:[0,20,47,74],uniform:69,unit:[41,42,43,71,73,74,92],unpack:49,updat:[4,15,16,77,81,85],usag:[6,24,48,49,58,76],use:[12,58,76],user:9,valu:57,vardesc:70,variabl:[6,40,57,59,63,70],vector:92,verifi:85,version:[3,18,29],volum:85,vpc:85,what:[12,16,97],when:[16,63],whl:3,why:[29,30,52,58,59,69,97],work:66,worker:18,workflow:71,wrapper:73,write:[71,73,74,75,77],www:77,yaml:86,your:[1,75]}})