Notes for TensorFlow Dev

Turn on VLOG

// Otherwise, set TF_CPP_MIN_VLOG_LEVEL environment to update minimum log level
// of VLOG, or TF_CPP_VMODULE to set the minimum log level for individual
// translation units.
#define VLOG_IS_ON(lvl)                                                     \
  (([](int level, const char* fname) {                                      \
    static const bool vmodule_activated =                                   \
        ::tensorflow::internal::LogMessage::VmoduleActivated(fname, level); \
    return vmodule_activated;                                               \
  })(lvl, __FILE__))

AddressSanitizer

• https://github.com/google/sanitizers/wiki/AddressSanitizer

• https://github.com/korfuri/client_cpp/blob/master/tools/bazel.rc

• https://github.com/tensorflow/tensorflow/commit/0b48315329314d1ab628dadb1434e770eded9c8f

• ToolChain: https://docs.bazel.build/versions/0.22.0/crosstool-reference.html

• Bazel build: https://docs.bazel.build/versions/master/tutorial/cpp.html

• https://github.com/bazelbuild/bazel/issues/4362

• https://github.com/tensorflow/tensorflow/issues/23557

• Running with AddressSantitizer: https://github.com/mlperf/training/tree/master/reinforcement/tensorflow/minigo/cc#running-with-addresssanitizer

• How to use your C++ muscle using TensorFlow 2.0 and XCode (without using Bazel builds): https://itnext.io/how-to-use-your-c-muscle-using-tensorflow-2-0-and-xcode-without-using-bazel-builds-9dc82d5e7f80

bazel test //tensorflow/core/kernels/data:name_utils_test --copt=-fsanitize=address --linkopt=-fsanitize=address --copt=-fno-omit-frame-pointer --copt=-O1