Deep Learning Chinese Word Segment

Overview

引用 

  本项目模型BiLSTM+CRF参考论文:http://www.aclweb.org/anthology/N16-1030 ,IDCNN+CRF参考论文:https://arxiv.org/abs/1702.02098

构建

  1. 安装好bazel代码构建工具,安装好tensorflow(目前本项目需要tf 1.0.0alpha版本以上)

  2. 切换到本项目代码目录,运行./configure

  3. 编译后台服务

    bazel build //kcws/cc:seg_backend_api

训练

  1. 关注待字闺中公众号 回复 kcws 获取语料下载地址:

    logo

  2. 解压语料到一个目录

  3. 切换到代码目录,运行:

python kcws/train/process_anno_file.py <语料目录> pre_chars_for_w2v.txt

bazel build third_party/word2vec:word2vec

先得到初步词表

./bazel-bin/third_party/word2vec/word2vec -train pre_chars_for_w2v.txt -save-vocab pre_vocab.txt -min-count 3

处理低频词   python kcws/train/replace_unk.py pre_vocab.txt pre_chars_for_w2v.txt chars_for_w2v.txt

训练word2vec

./bazel-bin/third_party/word2vec/word2vec -train chars_for_w2v.txt -output vec.txt -size 50 -sample 1e-4 -negative 5 -hs 1 -binary 0 -iter 5

构建训练语料工具

bazel build kcws/train:generate_training

生成语料

./bazel-bin/kcws/train/generate_training vec.txt <语料目录> all.txt

得到train.txt , test.txt文件

python kcws/train/filter_sentence.py all.txt

  1. 安装好tensorflow,切换到kcws代码目录,运行:

python kcws/train/train_cws.py --word2vec_path vec.txt --train_data_path <绝对路径到train.txt> --test_data_path test.txt --max_sentence_len 80 --learning_rate 0.001  (默认使用IDCNN模型,可设置参数”--use_idcnn False“来切换BiLSTM模型)

  1. 生成vocab

bazel build kcws/cc:dump_vocab

./bazel-bin/kcws/cc/dump_vocab vec.txt kcws/models/basic_vocab.txt

  1. 导出训练好的模型

python tools/freeze_graph.py --input_graph logs/graph.pbtxt --input_checkpoint logs/model.ckpt --output_node_names "transitions,Reshape_7" --output_graph kcws/models/seg_model.pbtxt

  1. 词性标注模型下载 (临时方案,后续文档给出词性标注模型训练,导出等)

    https://pan.baidu.com/s/1bYmABk 下载pos_model.pbtxt到kcws/models/目录下

  2. 运行web service

./bazel-bin/kcws/cc/seg_backend_api --model_path=kcws/models/seg_model.pbtxt(绝对路径到seg_model.pbtxt>) --vocab_path=kcws/models/basic_vocab.txt --max_sentence_len=80

词性标注的训练说明:

https://github.com/koth/kcws/blob/master/pos_train.md

自定义词典

目前支持自定义词典是在解码阶段,参考具体使用方式请参考kcws/cc/test_seg.cc 字典为文本格式,每一行格式如下:

<自定义词条>\t<权重>

比如:

蓝瘦香菇 4

权重为一个正整数,一般4以上,越大越重要

demo

http://45.32.100.248:9090/

附: 使用相同模型训练的公司名识别demo:

http://45.32.100.248:18080

Comments
  • 大神,bazel build //kcws/cc:seg_backend_api 报错

    大神,bazel build //kcws/cc:seg_backend_api 报错

    ERROR: /root/kcws/third_party/gflags/BUILD:12:1: Executing genrule //third_party/gflags:gflags-srcs failed: bash failed: error executing command /bin/bash -c ... (remaining 1 argument(s) skipped): com.google.devtools.build.lib.shell.BadExitStatusException: Process exited with status 77.

    opened by maczhao 15
  • ERROR: Analysis of target '//kcws/cc:seg_backend_api' failed; build aborted.

    ERROR: Analysis of target '//kcws/cc:seg_backend_api' failed; build aborted.

    Hi, when I build the kcws, there are some issues, how can I fix them?

    the issues are as follow:

    [[email protected] cc]# /opt/BioDir/dl/bazel-0.4.3/output/bazel build //kcws/cc:seg_backend_api WARNING: Sandboxed execution is not supported on your system and thus hermeticity of actions cannot be guaranteed. See http://bazel.build/docs/bazel-user-manual.html#sandboxing for more information. You can turn off this warning via --ignore_unsupported_sandboxing. WARNING: /root/.cache/bazel/_bazel_root/067d099fd5fd2abf4236febace697e72/external/org_tensorflow/tensorflow/workspace.bzl:13:5: path_prefix was specified to tf_workspace but is no longer used and will be removed in the future. WARNING: /root/.cache/bazel/_bazel_root/067d099fd5fd2abf4236febace697e72/external/org_tensorflow/tensorflow/workspace.bzl:15:5: tf_repo_name was specified to tf_workspace but is no longer used and will be removed in the future. ERROR: /root/.cache/bazel/_bazel_root/067d099fd5fd2abf4236febace697e72/external/org_tensorflow/tensorflow/core/platform/default/build_config/BUILD:108:1: error loading package '@jpeg//': Extension file not found. Unable to load package for '//third_party:common.bzl': BUILD file not found on package path and referenced by '@org_tensorflow//tensorflow/core/platform/default/build_config:jpeg'. ERROR: Analysis of target '//kcws/cc:seg_backend_api' failed; build aborted. INFO: Elapsed time: 2.612s

    ================= I build the bazel tools as follow:

    [[email protected] bazel-0.4.3]# bash ./compile.sh INFO: You can skip this first step by providing a path to the bazel binary as second argument: INFO: ./compile.sh compile /path/to/bazel  Building Bazel from scratch.......  Building Bazel with Bazel. .WARNING: /tmp/bazel_lAI1U4my/out/external/bazel_tools/WORKSPACE:1: Workspace name in /tmp/bazel_lAI1U4my/out/external/bazel_tools/WORKSPACE (@io_bazel) does not match the name given in the repository's definition (@bazel_tools); this will cause a build error in future versions. INFO: Found 1 target... INFO: From Compiling third_party/ijar/platform_utils.cc [for host]: third_party/ijar/platform_utils.cc: In function 'bool devtools_ijar::write_file(const char*, mode_t, const void*, size_t)': third_party/ijar/platform_utils.cc:67:32: warning: comparison between signed and unsigned integer expressions [-Wsign-compare] if (write(fd, data, size) != size) { ^ INFO: From Compiling third_party/ijar/platform_utils.cc: third_party/ijar/platform_utils.cc: In function 'bool devtools_ijar::write_file(const char*, mode_t, const void*, size_t)': third_party/ijar/platform_utils.cc:67:32: warning: comparison between signed and unsigned integer expressions [-Wsign-compare] if (write(fd, data, size) != size) { ^ INFO: From Compiling third_party/ijar/ijar.cc: third_party/ijar/ijar.cc: In member function 'virtual bool devtools_ijar::JarStripperProcessor::Accept(const char*, devtools_ijar::u4)': third_party/ijar/ijar.cc:66:23: warning: comparison between signed and unsigned integer expressions [-Wsign-compare] if (filename_len >= CLASS_EXTENSION_LENGTH) { ^ INFO: From Compiling third_party/ijar/ijar.cc [for host]: third_party/ijar/ijar.cc: In member function 'virtual bool devtools_ijar::JarStripperProcessor::Accept(const char*, devtools_ijar::u4)': third_party/ijar/ijar.cc:66:23: warning: comparison between signed and unsigned integer expressions [-Wsign-compare] if (filename_len >= CLASS_EXTENSION_LENGTH) { ^ INFO: From Compiling src/main/cpp/blaze_util_posix.cc: src/main/cpp/blaze_util_posix.cc: In function 'void blaze::Daemonize(const string&)': src/main/cpp/blaze_util_posix.cc:190:28: warning: ignoring return value of 'int dup(int)', declared with attribute warn_unused_result [-Wunused-result] (void) dup(STDOUT_FILENO); // stderr (2>&1) ^ src/main/cpp/blaze_util_posix.cc: In function 'uint64_t blaze::AcquireLock(const string&, bool, bool, blaze::BlazeLock*)': src/main/cpp/blaze_util_posix.cc:578:30: warning: ignoring return value of 'int ftruncate(int, __off_t)', declared with attribute warn_unused_result [-Wunused-result] (void) ftruncate(lockfd, 0); ^ src/main/cpp/blaze_util_posix.cc:583:47: warning: ignoring return value of 'ssize_t write(int, const void*, size_t)', declared with attribute warn_unused_result [-Wunused-result] (void) write(lockfd, msg.data(), msg.size()); ^ INFO: From JavacBootstrap src/java_tools/buildjar/java/com/google/devtools/build/buildjar/libbootstrap_JarOwner.jar [for host]: warning: Implicitly compiled files were not subject to annotation processing. Use -proc:none to disable annotation processing or -implicit to specify a policy for implicit compilation. 1 warning INFO: From Building src/main/protobuf/libextra_actions_base_java_proto.jar (1 source jar): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/java_tools/junitrunner/java/com/google/testing/coverage/JacocoCoverage.jar (9 source files): Note: src/java_tools/junitrunner/java/com/google/testing/coverage/MethodProbesMapper.java uses unchecked or unsafe operations. Note: Recompile with -Xlint:unchecked for details. INFO: From Building src/tools/android/java/com/google/devtools/build/android/ziputils/libziputils_lib.jar (12 source files): Note: Some input files use unchecked or unsafe operations. Note: Recompile with -Xlint:unchecked for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libconcurrent.jar (18 source files): Note: src/main/java/com/google/devtools/build/lib/concurrent/AbstractQueueVisitor.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building third_party/java/apkbuilder/apkbuilder.jar (15 source files): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libutil.jar (45 source files): Note: src/main/java/com/google/devtools/build/lib/util/OrderedSetMultimap.java uses unchecked or unsafe operations. Note: Recompile with -Xlint:unchecked for details. INFO: From Building src/main/java/com/google/devtools/build/lib/cmdline/libcmdline.jar (10 source files): Note: src/main/java/com/google/devtools/build/lib/cmdline/RepositoryName.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/skyframe/libskyframe.jar (67 source files): Note: src/main/java/com/google/devtools/build/skyframe/ReverseDepsUtilImpl.java uses unchecked or unsafe operations. Note: Recompile with -Xlint:unchecked for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libsyntax.jar (86 source files): Note: src/main/java/com/google/devtools/build/lib/syntax/BuiltinFunction.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. Note: Some input files use unchecked or unsafe operations. Note: Recompile with -Xlint:unchecked for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libpackages-internal.jar (98 source files): Note: Some input files use unchecked or unsafe operations. Note: Recompile with -Xlint:unchecked for details. INFO: From Building src/main/java/com/google/devtools/build/lib/actions/libactions.jar (91 source files): Note: src/main/java/com/google/devtools/build/lib/actions/Actions.java uses unchecked or unsafe operations. Note: Recompile with -Xlint:unchecked for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libbuild-base.jar (381 source files): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. Note: Some input files use unchecked or unsafe operations. Note: Recompile with -Xlint:unchecked for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libproto-rules.jar (13 source files): Note: src/main/java/com/google/devtools/build/lib/rules/proto/ProtoCommon.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/query2/libquery2.jar (12 source files): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/query2/libquery-output.jar (10 source files): Note: src/main/java/com/google/devtools/build/lib/query2/output/QueryOutputUtils.java uses unchecked or unsafe operations. Note: Recompile with -Xlint:unchecked for details. INFO: From Building src/main/java/com/google/devtools/build/lib/rules/genquery/libgenquery.jar (2 source files): Note: src/main/java/com/google/devtools/build/lib/rules/genquery/GenQuery.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/rules/cpp/libcpp.jar (80 source files): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libpython-rules.jar (15 source files): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libjava-compilation.jar (37 source files): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. Note: src/main/java/com/google/devtools/build/lib/rules/java/JavaCompileAction.java uses unchecked or unsafe operations. Note: Recompile with -Xlint:unchecked for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libjava-rules.jar (32 source files): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libandroid-rules.jar (59 source files): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libideinfo.jar (4 source files): Note: src/main/java/com/google/devtools/build/lib/ideinfo/AndroidStudioInfoAspect.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/rules/objc/libobjc.jar (114 source files): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. Note: src/main/java/com/google/devtools/build/lib/rules/objc/IterableWrapper.java uses unchecked or unsafe operations. Note: Recompile with -Xlint:unchecked for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libruntime.jar (94 source files): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/sandbox/libsandbox.jar (16 source files): Note: Some input files use or override a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/worker/libworker.jar (11 source files): Note: src/main/java/com/google/devtools/build/lib/worker/WorkerSpawnStrategy.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. INFO: From Building src/main/java/com/google/devtools/build/lib/libbazel-rules.jar (87 source files, 14 resources): Note: src/main/java/com/google/devtools/build/lib/bazel/rules/java/BazelJavaSemantics.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. Target //src:bazel up-to-date: bazel-bin/src/bazel INFO: Elapsed time: 178.725s, Critical Path: 170.17s WARNING: /tmp/bazel_lAI1U4my/out/external/bazel_tools/WORKSPACE:1: Workspace name in /tmp/bazel_lAI1U4my/out/external/bazel_tools/WORKSPACE (@io_bazel) does not match the name given in the repository's definition (@bazel_tools); this will cause a build error in future versions.

    Build successful! Binary is here: /opt/BioDir/dl/bazel-0.4.3/output/bazel

    opened by Sun-shan 12
  • error when run bazel build //kcws/cc:seg_backend_api

    error when run bazel build //kcws/cc:seg_backend_api

    ERROR: com.google.devtools.build.lib.packages.BuildFileContainsErrorsException: error loading package '': Encountered error while reading extension file 'tensorflow/workspace.bzl': no such package '@org_tensorflow//tensorflow': local_repository rule //external:org_tensorflow must specify an existing directory. INFO: Elapsed time: 0.049s

    build on: centos6.8 x64 no gpu support Build label: 0.4.1- (@non-git) tensorflow-0.11.0

    opened by busyfree 11
  • 关于标注部分的问题

    关于标注部分的问题

    大神好,我昨天仔细研究了您新添加的词性标注模块,然后我发现有几步好像有点问题,我自己尝试更改了一下,现在已经跑通了,99.57%的准确率,请您看看,问题如下: 1、在第五步骤,传入参数“lines_withpos.txt”,然而在代码里面并没有写入信息,我觉得应该得在代码里面添加 写入每个标注与其对应的序号。 2、在第六步骤,传入的第三个参数应该是上一步生成的词典“lines_withpos.txt”而不是”pos_vocab.txt“。

    您看这样是正确的吗?

    opened by oneapmlj 7
  • gflags link failed

    gflags link failed

    Linking using thirdparty gflags failed.

    Fixed by using self compiled gflags, maybe version issues of gflag. Modification made to Build files.

    
    --- a/third_party/glog/BUILD
    +++ b/third_party/glog/BUILD
    @@ -45,10 +45,7 @@ cc_library(
             "include/glog/stl_logging.h",
             "include/glog/vlog_is_on.h",
         ],
    -    deps = [
    -      "//third_party/gflags:gflags-cxx",
    -
    -    ],
    +    linkopts = ["-lgflags"],
         hdrs = [
             "include/glog/logging.h",
         ],
    
    opened by Vimos 7
  • 修改了max_word_num 的最大值,运行起来报错

    修改了max_word_num 的最大值,运行起来报错

    koth大大,请教个问题,我修改了 seg_backend_api.cc的 DEFINE_int32(max_word_num, 300, "max num of word per sentence ");将值改到了300,我测试的句子里面的字数比较多,在运行时报以下错误: E0918 11:23:35.434610 26934 tfmodel.cc:88] Error during inference: Invalid argument: Input to reshape is a tensor with 640 values, but the requested shape requires a multiple of 1200 [[Node: Reshape_7 = Reshape[T=DT_FLOAT, Tshape=DT_INT32, _output_shapes=[[?,300,4]], _device="/job:localhost/replica:0/task:0/cpu: 0"](idcnn_1/scores, Reshape_7/shape)]] 2017-09-18 11:23:35.434675: E kcws/cc/tf_seg_model.cc:321] Error during inference:

    这种情况是不是我要重新训练models里面的word_vocab.txt文件?还是什么问题呢?如果是word_vocab.txt的问题,这个文本文件怎么训练呢?谢谢解惑.

    opened by younger911 6
  • F tensorflow/core/platform/cpu_feature_guard.cc:35] The TensorFlow library was compiled to use AVX2 instructions, but these aren't available on your machine.

    F tensorflow/core/platform/cpu_feature_guard.cc:35] The TensorFlow library was compiled to use AVX2 instructions, but these aren't available on your machine.

    [email protected]:/mnt/kcws# export TF_BINARY_URL=https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.12.1-cp27-none-linux_x86_64.whl [email protected]:/mnt/kcws# pip install --upgrade $TF_BINARY_URL

    通过这种安装的tensorflow,可以运行的。 但是这个项目启动会抛这个错误

    opened by weisong82 6
  • 关于默认分词的效果

    关于默认分词的效果

    我按照说明操作后,分词的效果如下。分词效果不是很准,下面是分词结果,这个正常吗? { "msg": "OK", "segments": [ "赵雅", "淇", "洒泪", "道", "歉", " ", "和林", "丹", "没", "有", "任", "何", "经济", "关", "系" ], "status": 0 }

    duplicate 
    opened by dengzz 5
  • embedding_size  AssertionError

    embedding_size AssertionError

    在最后train的时候:也就是运行: python kcws/train/train_cws_lstm.py --word2vec_path vec.txt --train_data_path <绝对路径到train.txt> --test_data_path test.txt --max_sentence_len 80 --learning_rate 0.001

    报错: Traceback (most recent call last): File "kcws/train/train_cws_lstm.py", line 262, in tf.app.run() File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/platform/app.py", line 30, in run sys.exit(main(sys.argv[:1] + flags_passthrough)) File "kcws/train/train_cws_lstm.py", line 228, in main FLAGS.word2vec_path, FLAGS.num_hidden) File "kcws/train/train_cws_lstm.py", line 62, in init self.c2v = self.load_w2v(c2vPath) File "kcws/train/train_cws_lstm.py", line 132, in load_w2v assert (dim == (FLAGS.embedding_size)) AssertionError

    然后修改了:train_cws_lstm.py 的 tf.app.flags.DEFINE_integer("embedding_size", 50, "embedding size")tf.app.flags.DEFINE_integer("embedding_size", 200, "embedding size")就好

    opened by rockyzhengwu 5
  • 词性标注模型最后一步报错 MemoryError

    词性标注模型最后一步报错 MemoryError

    $ python tools/freeze_graph.py --input_graph pos_logs/graph.pbtxt --input_checkpoint pos_logs/model.ckpt --output_node_names "transitions,Reshape_9" --output_graph kcws/models/pos_model.pbtxt Traceback (most recent call last): File "tools/freeze_graph.py", line 202, in app.run(main=main, argv=[sys.argv[0]] + unparsed) File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/platform/app.py", line 48, in run _sys.exit(main(_sys.argv[:1] + flags_passthrough)) File "tools/freeze_graph.py", line 134, in main FLAGS.variable_names_blacklist) File "tools/freeze_graph.py", line 93, in freeze_graph text_format.Merge(f.read().decode("utf-8"), input_graph_def) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 525, in Merge descriptor_pool=descriptor_pool) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 579, in MergeLines return parser.MergeLines(lines, message) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 612, in MergeLines self._ParseOrMerge(lines, message) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 627, in _ParseOrMerge self._MergeField(tokenizer, message) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 727, in _MergeField merger(tokenizer, message, field) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 815, in _MergeMessageField self._MergeField(tokenizer, sub_message) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 727, in _MergeField merger(tokenizer, message, field) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 815, in _MergeMessageField self._MergeField(tokenizer, sub_message) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 727, in _MergeField merger(tokenizer, message, field) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 815, in _MergeMessageField self._MergeField(tokenizer, sub_message) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 727, in _MergeField merger(tokenizer, message, field) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 815, in _MergeMessageField self._MergeField(tokenizer, sub_message) File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 714, in _MergeField tokenizer.Consume(':') File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 1078, in Consume if not self.TryConsume(token): File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 1065, in TryConsume self.NextToken() File "/usr/local/lib/python2.7/dist-packages/google/protobuf/text_format.py", line 1314, in NextToken match = self._TOKEN.match(self._current_line, self._column) MemoryError

    opened by kinghuangdd 4
  • 编译后台服务出现新错误。。。

    编译后台服务出现新错误。。。

    您好,执行命令:bazel build //kcws/cc:seg_backend_api 报错如下:

    ERROR: /home/di/pycharmProjects/segment/kcws/third_party/gflags/BUILD:5:1: Reassignment of builtin build function 'package_name' not permitted. ERROR: /home/di/pycharmProjects/segment/kcws/third_party/glog/BUILD:5:1: Reassignment of builtin build function 'package_name' not permitted. ERROR: /home/di/pycharmProjects/segment/kcws/third_party/gflags/BUILD:41:1: Target '//third_party/gflags:empty.cc' contains an error and its package is in error and referenced by '//third_party/gflags:gflags-cxx'. ERROR: /home/di/pycharmProjects/segment/kcws/third_party/gflags/BUILD:41:1: Target '//third_party/gflags:include/gflags/gflags_declare.h' contains an error and its package is in error and referenced by '//third_party/gflags:gflags-cxx'. ERROR: /home/di/pycharmProjects/segment/kcws/third_party/gflags/BUILD:41:1: Target '//third_party/gflags:lib/libgflags.a' contains an error and its package is in error and referenced by '//third_party/gflags:gflags-cxx'. ERROR: /home/di/pycharmProjects/segment/kcws/third_party/gflags/BUILD:41:1: Target '//third_party/gflags:include/gflags/gflags.h' contains an error and its package is in error and referenced by '//third_party/gflags:gflags-cxx'. ERROR: /home/di/pycharmProjects/segment/kcws/base/BUILD:3:1: Target '//third_party/gflags:gflags-cxx' contains an error and its package is in error and referenced by '//base:base'. ERROR: /home/di/pycharmProjects/segment/kcws/base/BUILD:3:1: Target '//third_party/glog:glog-cxx' contains an error and its package is in error and referenced by '//base:base'. ERROR: Analysis of target '//kcws/cc:seg_backend_api' failed; build aborted. INFO: Elapsed time: 0.167s

    执行命令:bazel build third_party/word2vec:word2vec 能成功bazel,其他的命令如:bazel build kcws/train:generate_training,bazel build kcws/cc:dump_vocab均会类似如上错误。在build文件中加了“licenses(["notice"])”依然不行。。。 请问大神这是是什么原因,有空的话能不能帮看一下,不甚感激!

    opened by yufengzhixing 4
  • 编译后台服务报错

    编译后台服务报错

    WARNING: The following rc files are no longer being read, please transfer their contents or import their path into one of the standard rc files: /home/cly/github/kcws/tools/bazel.rc INFO: Writing tracer profile to '/home/cly/.cache/bazel/_bazel_cly/271de499a4ab5fb7350261a41335ecd2/command.profile.gz' ERROR: /home/cly/github/kcws/WORKSPACE:5:1: name 'new_http_archive' is not defined ERROR: /home/cly/github/kcws/WORKSPACE:18:1: name 'new_http_archive' is not defined ERROR: /home/cly/github/kcws/WORKSPACE:34:1: name 'http_archive' is not defined ERROR: error loading package '': Encountered error while reading extension file 'tools/build_defs/repo/http.bzl': no such package '@bazel_tools//tools/build_defs/repo': error loading package 'external': Could not load //external package ERROR: error loading package '': Encountered error while reading extension file 'tools/build_defs/repo/http.bzl': no such package '@bazel_tools//tools/build_defs/repo': error loading package 'external': Could not load //external package INFO: Elapsed time: 0.032s INFO: 0 processes. FAILED: Build did NOT complete successfully (0 packages loaded)

    opened by lingyiliu016 2
  • error C++ compilation of rule '@protobuf//:protobuf' failed (Exit 2). cl: 命令行 error D8021 :无效的数值参数“/Wwrite-strings”

    error C++ compilation of rule '@protobuf//:protobuf' failed (Exit 2). cl: 命令行 error D8021 :无效的数值参数“/Wwrite-strings”

    ERROR: C:/users/thomas/appdata/local/temp/_bazel_thomas/infhcau0/external/protob uf/BUILD:113:1: C++ compilation of rule '@protobuf//:protobuf' failed (Exit 2): cl.exe failed: error executing command cd C:/users/thomas/appdata/local/temp/_bazel_thomas/infhcau0/execroot/main

    SET INCLUDE=F:\Tools\Microsoft Visual Studio 14.0\VC\INCLUDE;F:\Tools\Microsof t Visual Studio 14.0\VC\ATLMFC\INCLUDE;C:\Program Files (x86)\Windows Kits\10\in clude\10.0.14393.0\ucrt;C:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\inclu de\um;C:\Program Files (x86)\Windows Kits\10\include\10.0.14393.0\shared;C:\Prog ram Files (x86)\Windows Kits\10\include\10.0.14393.0\um;C:\Program Files (x86)\W indows Kits\10\include\10.0.14393.0\winrt; SET LIB=F:\Tools\Microsoft Visual Studio 14.0\VC\LIB\amd64;F:\Tools\Microsof t Visual Studio 14.0\VC\ATLMFC\LIB\amd64;C:\Program Files (x86)\Windows Kits\10
    lib\10.0.14393.0\ucrt\x64;C:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\lib \um\x64;C:\Program Files (x86)\Windows Kits\10\lib\10.0.14393.0\um\x64; SET PATH=F:\Tools\Microsoft Visual Studio 14.0\Common7\IDE\CommonExtensions
    Microsoft\TestWindow;F:\Tools\Microsoft Visual Studio 14.0\VC\BIN\amd64;C:\WINDO WS\Microsoft.NET\Framework64\v4.0.30319;F:\Tools\Microsoft Visual Studio 14.0\VC \VCPackages;F:\Tools\Microsoft Visual Studio 14.0\Common7\IDE;F:\Tools\Microsoft Visual Studio 14.0\Common7\Tools;F:\Tools\Microsoft Visual Studio 14.0\Team Too ls\Performance Tools\x64;F:\Tools\Microsoft Visual Studio 14.0\Team Tools\Perfor mance Tools;C:\Program Files (x86)\Windows Kits\10\bin\x64;C:\Program Files (x86 )\Windows Kits\10\bin\x86;C:\Program Files (x86)\Microsoft SDKs\Windows\v10.0A\b in\NETFX 4.6.1 Tools\x64;;C:\WINDOWS\system32 SET PWD=/proc/self/cwd SET TEMP=C:\Users\Thomas\AppData\Local\Temp SET TMP=C:\Users\Thomas\AppData\Local\Temp F:/Tools/Microsoft Visual Studio 14.0/VC/bin/amd64/cl.exe /c external/protobuf /src/google/protobuf/struct.pb.cc /Fobazel-out/msvc_x64-fastbuild/bin/external/p rotobuf/objs/protobuf/external/protobuf/src/google/protobuf/struct.pb.o /nologo /DCOMPILER_MSVC /DNOMINMAX /D_WIN32_WINNT=0x0600 /D_CRT_SECURE_NO_DEPRECATE /D CRT_SECURE_NO_WARNINGS /D_SILENCE_STDEXT_HASH_DEPRECATION_WARNINGS /bigobj /Zm50 0 /J /Gy /GF /EHsc /wd4351 /wd4291 /wd4250 /wd4996 /Iexternal/protobuf /Ibazel-o ut/msvc_x64-fastbuild/genfiles/external/protobuf /Iexternal/bazel_tools /Ibazel- out/msvc_x64-fastbuild/genfiles/external/bazel_tools /Iexternal/protobuf/src /Ib azel-out/msvc_x64-fastbuild/genfiles/external/protobuf/src /Iexternal/bazel_tool s/tools/cpp/gcc3 /showIncludes /MT /Od /Z7 -DHAVE_PTHREAD -Wall -Wwrite-strings -Woverloaded-virtual -Wno-sign-compare -Wno-unused-function. cl: 命令行 error D8021 :无效的数值参数“/Wwrite-strings” Target //kcws/cc:seg_backend_api failed to build ____Elapsed time: 2.704s, Critical Path: 0.13s

    opened by thomas1984 2
  • 关于模型导出--output_node_names

    关于模型导出--output_node_names "transitions,Reshape_9" "transitions,Reshape_7" 什么意思

    模型导出时指定 output node 在解码的时候作为模型的输出; 训练的时候不是应该指定这两个名字吗? 我在bilstm.py 文件找到了 Reshape_7 这个output的定义 但没找到pos训练 Reshape_9 这个output的定义 以及transitions的定义, 这两个是tensorflow 默认的output node还是什么? 麻烦解释下,谢谢

    opened by forever1dream 3
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