[llvm] 5898be1 - [mlgo] Remove the protobuf dependency

Florian Hahn via llvm-commits llvm-commits at lists.llvm.org
Wed Jan 18 07:38:05 PST 2023



> On 17 Jan 2023, at 22:03, Mircea Trofin <mtrofin at google.com> wrote:
> 
> should be a trivial fix, will address asap
> 

Thanks!
> On Tue, Jan 17, 2023 at 2:02 PM Florian Hahn <florian_hahn at apple.com <mailto:florian_hahn at apple.com>> wrote:
>> Hi,
>> 
>> It looks like this breaks the build on macOS. Please take a look and revert the patch if it is not a straightforward fix.
>> 
>> 
>> In file included from /Users/florianhahn/projects/llvm-project/llvm/lib/Analysis/TrainingLogger.cpp:13:
>> In file included from /Users/florianhahn/projects/llvm-project/llvm/include/llvm/Analysis/TensorSpec.h:16:
>> /Users/florianhahn/projects/llvm-project/llvm/include/llvm/Support/JSON.h:353:29: error: non-constant-expression cannot be narrowed from type 'unsigned long' to 'int64_t' (aka 'long long') in initializer list [-Wc++11-narrowing]
>>     create<int64_t>(int64_t{I});
>>                             ^
>> /Users/florianhahn/projects/llvm-project/llvm/lib/Analysis/TrainingLogger.cpp:133:53: note: in instantiation of function template specialization 'llvm::json::Value::Value<unsigned long, void, void, void>' requested here
>>     JOS.object([&]() { JOS.attribute("observation", Nr); });
>>                                                     ^
>> /Users/florianhahn/projects/llvm-project/llvm/include/llvm/Support/JSON.h:353:29: note: insert an explicit cast to silence this issue
>>     create<int64_t>(int64_t{I});
>>                             ^
>>                             static_cast<int64_t>( )
>> 
>> > On 17 Jan 2023, at 21:12, Mircea Trofin via llvm-commits <llvm-commits at lists.llvm.org <mailto:llvm-commits at lists.llvm.org>> wrote:
>> > 
>> > 
>> > Author: Mircea Trofin
>> > Date: 2023-01-17T13:12:27-08:00
>> > New Revision: 5898be19e66d97662e9d87c526105c6ebd961cba
>> > 
>> > URL: https://github.com/llvm/llvm-project/commit/5898be19e66d97662e9d87c526105c6ebd961cba
>> > DIFF: https://github.com/llvm/llvm-project/commit/5898be19e66d97662e9d87c526105c6ebd961cba.diff
>> > 
>> > LOG: [mlgo] Remove the protobuf dependency
>> > 
>> > The dependency was due to the log format. This change switches to the
>> > previously-introduced (D139370) "dependency-free" logger instead of the
>> > protobuf-based one.
>> > 
>> > A subsequent change will clean out the unnecessary abstraction left
>> > behind.
>> > 
>> > This change drops the logger unittest, we have sufficient test coverage
>> > via lit tests, and a unit test would require adding, unnecesarily, a log
>> > reader (the reader is expected to be python, for the ML side, and there
>> > is a reader for that under Analysis/models, used for tests).
>> > 
>> > Differential Revision: https://reviews.llvm.org/D141720
>> > 
>> > Added: 
>> > 
>> > 
>> > Modified: 
>> >    llvm/CMakeLists.txt
>> >    llvm/cmake/modules/TensorFlowCompile.cmake
>> >    llvm/include/llvm/Analysis/Utils/TrainingLogger.h
>> >    llvm/lib/Analysis/CMakeLists.txt
>> >    llvm/lib/Analysis/DevelopmentModeInlineAdvisor.cpp
>> >    llvm/lib/Analysis/TrainingLogger.cpp
>> >    llvm/test/CodeGen/MLRegalloc/Inputs/reference-log-noml.txt
>> >    llvm/test/CodeGen/MLRegalloc/Inputs/reference-prio-log-noml.txt
>> >    llvm/test/CodeGen/MLRegalloc/dev-mode-extra-features-logging.ll
>> >    llvm/test/CodeGen/MLRegalloc/dev-mode-log-2-fcts.ll
>> >    llvm/test/CodeGen/MLRegalloc/dev-mode-logging.ll
>> >    llvm/test/CodeGen/MLRegalloc/dev-mode-prio-logging.ll
>> >    llvm/test/Transforms/Inline/ML/bounds-checks-rewards.ll
>> >    llvm/test/Transforms/Inline/ML/dev-mode-log-deleted.ll
>> >    llvm/test/Transforms/Inline/ML/development-training-log.ll
>> >    llvm/test/Transforms/Inline/ML/ml-test-development-mode.ll
>> >    llvm/unittests/Analysis/CMakeLists.txt
>> > 
>> > Removed: 
>> >    llvm/unittests/Analysis/TrainingLoggerTest.cpp
>> > 
>> > 
>> > ################################################################################
>> > diff  --git a/llvm/CMakeLists.txt b/llvm/CMakeLists.txt
>> > index 58fc88541573b..fb486bdfcb2fc 100644
>> > --- a/llvm/CMakeLists.txt
>> > +++ b/llvm/CMakeLists.txt
>> > @@ -974,10 +974,7 @@ endif()
>> > # the bot setup script: https://github.com/google/ml-compiler-opt/blob/main/buildbot/buildbot_init.sh
>> > set(LLVM_HAVE_TFLITE "" CACHE BOOL "Use tflite")
>> > if (LLVM_HAVE_TFLITE)
>> > -  find_package(protobuf REQUIRED)
>> >   find_package(tensorflow-lite REQUIRED)
>> > -  set(LLVM_PROTOBUF_OUT_DIR ${CMAKE_LIBRARY_OUTPUT_DIRECTORY}/protobuf_gen)
>> > -  include_directories(${LLVM_PROTOBUF_OUT_DIR})
>> > endif()
>> > 
>> > # For up-to-date instructions for installing the Tensorflow dependency, refer to
>> > @@ -993,13 +990,7 @@ if (NOT TENSORFLOW_AOT_PATH STREQUAL "")
>> >   set(TENSORFLOW_AOT_COMPILER
>> >     "${TENSORFLOW_AOT_PATH}/../../../../bin/saved_model_cli"
>> >     CACHE PATH "Path to the Tensorflow AOT compiler")
>> > -  # This needs to happen to avoid clashing protobuf codegen when building both AOT and development mode.
>> > -  # We plan to replace protobuf with a simpler alternative, so this will go away.
>> > -  file(COPY ${TENSORFLOW_AOT_PATH}/include DESTINATION ${CMAKE_LIBRARY_OUTPUT_DIRECTORY}/tensorflow
>> > -    NO_SOURCE_PERMISSIONS
>> > -    PATTERN "google/*" EXCLUDE
>> > -    PATTERN "*.pb.h" EXCLUDE)
>> > -  include_directories(${CMAKE_LIBRARY_OUTPUT_DIRECTORY}/tensorflow/include)
>> > +  include_directories(${TENSORFLOW_AOT_PATH}/include)
>> >   add_subdirectory(${TENSORFLOW_AOT_PATH}/xla_aot_runtime_src
>> >     ${CMAKE_ARCHIVE_OUTPUT_DIRECTORY}/tf_runtime)
>> >   install(TARGETS tf_xla_runtime EXPORT LLVMExports
>> > 
>> > diff  --git a/llvm/cmake/modules/TensorFlowCompile.cmake b/llvm/cmake/modules/TensorFlowCompile.cmake
>> > index 45ec3fe7c327e..d5ff44c9330d1 100644
>> > --- a/llvm/cmake/modules/TensorFlowCompile.cmake
>> > +++ b/llvm/cmake/modules/TensorFlowCompile.cmake
>> > @@ -116,18 +116,3 @@ function(tf_find_and_compile model default_url default_path test_model_generator
>> >   set(MLLinkDeps ${MLLinkDeps} tf_xla_runtime PARENT_SCOPE)
>> >   add_definitions(-DLLVM_HAVE_TF_AOT_${fname_allcaps})
>> > endfunction()
>> > -
>> > -function(build_proto)
>> > -  foreach (P ${ARGV})
>> > -    set(PB_SRCS ${PB_SRCS} ${LLVM_PROTOBUF_OUT_DIR}/${P}.pb.cc)
>> > -    set(PB_HDRS ${PB_HDRS} ${LLVM_PROTOBUF_OUT_DIR}/${P}.pb.h)
>> > -    set(PBS ${PBS} ${TENSORFLOW_SRC_DIR}/${P}.proto)
>> > -  endforeach()
>> > -  add_custom_command(OUTPUT ${PB_SRCS} ${PB_HDRS}
>> > -    COMMAND protobuf::protoc 
>> > -    ARGS --proto_path=${TENSORFLOW_SRC_DIR} --cpp_out=${LLVM_PROTOBUF_OUT_DIR} ${PBS})
>> > -  set_source_files_properties(${PB_SRCS} PROPERTIES
>> > -    GENERATED 1)
>> > -  set(GeneratedMLSources ${GeneratedMLSources} ${PB_SRCS} PARENT_SCOPE)
>> > -  set(MLDeps ${MLDeps} ${MLDeps} PARENT_SCOPE)
>> > -endfunction()
>> > 
>> > diff  --git a/llvm/include/llvm/Analysis/Utils/TrainingLogger.h b/llvm/include/llvm/Analysis/Utils/TrainingLogger.h
>> > index 040fcf2f9d8b2..34f8a3f9fd6f9 100644
>> > --- a/llvm/include/llvm/Analysis/Utils/TrainingLogger.h
>> > +++ b/llvm/include/llvm/Analysis/Utils/TrainingLogger.h
>> > @@ -11,7 +11,6 @@
>> > 
>> > #include "llvm/Config/llvm-config.h"
>> > 
>> > -#ifdef LLVM_HAVE_TFLITE
>> > #include "llvm/ADT/StringMap.h"
>> > #include "llvm/Analysis/TensorSpec.h"
>> > #include "llvm/IR/LLVMContext.h"
>> > @@ -23,8 +22,7 @@
>> > namespace llvm {
>> > 
>> > /// Logging utility - given an ordered specification of features, and assuming
>> > -/// a scalar reward, allow logging feature values and rewards, and then print
>> > -/// as tf.train.SequenceExample text protobuf.
>> > +/// a scalar reward, allow logging feature values and rewards.
>> > /// The assumption is that, for an event to be logged (i.e. a set of feature
>> > /// values and a reward), the user calls the log* API for each feature exactly
>> > /// once, providing the index matching the position in the feature spec list
>> > @@ -42,7 +40,7 @@ namespace llvm {
>> > ///   ...
>> > ///   logFloatReward(...)
>> > ///
>> > -/// At the end, call print to generate the protobuf.
>> > +/// At the end, call print to generate the log.
>> > /// Alternatively, don't call logReward at the end of each event, just
>> > /// log{Float|Int32|Int64}FinalReward at the end.
>> > class LoggerDataImpl;
>> > @@ -86,7 +84,7 @@ class Logger final {
>> >   void flush(raw_ostream &OS);
>> > 
>> >   // Flush a set of logs that are produced from the same module, e.g.
>> > -  // per-function regalloc traces, as a google::protobuf::Struct message.
>> > +  // per-function regalloc traces.
>> >   static void flushLogs(raw_ostream &OS,
>> >                         const StringMap<std::unique_ptr<Logger>> &Loggers);
>> > 
>> > @@ -98,6 +96,4 @@ class Logger final {
>> > };
>> > 
>> > } // namespace llvm
>> > -
>> > -#endif // LLVM_HAVE_TFLITE
>> > #endif // LLVM_ANALYSIS_UTILS_TRAININGLOGGER_H
>> > 
>> > diff  --git a/llvm/lib/Analysis/CMakeLists.txt b/llvm/lib/Analysis/CMakeLists.txt
>> > index 93303719ccfb3..b2c237797ceb5 100644
>> > --- a/llvm/lib/Analysis/CMakeLists.txt
>> > +++ b/llvm/lib/Analysis/CMakeLists.txt
>> > @@ -18,13 +18,8 @@ if (DEFINED LLVM_HAVE_TF_AOT OR LLVM_HAVE_TFLITE)
>> >   endif()
>> > 
>> >   if (LLVM_HAVE_TFLITE)
>> > -    build_proto(
>> > -      tensorflow/core/protobuf/error_codes
>> > -      tensorflow/core/example/feature
>> > -      tensorflow/core/example/example)
>> >     list(APPEND MLLinkDeps
>> > -      tensorflow-lite::tensorflow-lite
>> > -      protobuf::libprotobuf)
>> > +      tensorflow-lite::tensorflow-lite)
>> >   endif()
>> > endif()
>> > 
>> > 
>> > diff  --git a/llvm/lib/Analysis/DevelopmentModeInlineAdvisor.cpp b/llvm/lib/Analysis/DevelopmentModeInlineAdvisor.cpp
>> > index 0fb6d604bfe2f..63aa4ca3301f6 100644
>> > --- a/llvm/lib/Analysis/DevelopmentModeInlineAdvisor.cpp
>> > +++ b/llvm/lib/Analysis/DevelopmentModeInlineAdvisor.cpp
>> > @@ -93,13 +93,7 @@ struct InlineEvent {
>> >   int64_t Reward = 0;
>> > };
>> > 
>> > -/// Collect data we may use for training a model, and write it as a textual
>> > -/// Tensorflow SequenceExample
>> > -/// (https://www.tensorflow.org/api_docs/python/tf/train/SequenceExample)
>> > -/// protobuf (https://developers.google.com/protocol-buffers).
>> > -/// Because this is a protobuf, we cannot just stream the events as they come.
>> > -/// Internally, TrainingLogger stores data in column-major format, because that
>> > -/// lines up with how TF SequenceExample represents it.
>> > +/// Collect data we may use for training a model.
>> > class TrainingLogger final {
>> > public:
>> >   TrainingLogger(StringRef LogFileName, const ModelUnderTrainingRunner *MUTR);
>> > 
>> > diff  --git a/llvm/lib/Analysis/TrainingLogger.cpp b/llvm/lib/Analysis/TrainingLogger.cpp
>> > index b87b6201e44c6..e1cfe54ff31a5 100644
>> > --- a/llvm/lib/Analysis/TrainingLogger.cpp
>> > +++ b/llvm/lib/Analysis/TrainingLogger.cpp
>> > @@ -12,11 +12,9 @@
>> > //===----------------------------------------------------------------------===//
>> > #include "llvm/Analysis/TensorSpec.h"
>> > #include "llvm/Config/config.h"
>> > -#if defined(LLVM_HAVE_TFLITE)
>> > 
>> > #include "llvm/ADT/Twine.h"
>> > #include "llvm/Analysis/Utils/TrainingLogger.h"
>> > -#include "llvm/Support/Base64.h"
>> > #include "llvm/Support/CommandLine.h"
>> > #include "llvm/Support/Debug.h"
>> > #include "llvm/Support/JSON.h"
>> > @@ -24,36 +22,16 @@
>> > #include "llvm/Support/Path.h"
>> > #include "llvm/Support/raw_ostream.h"
>> > 
>> > -#include "google/protobuf/struct.pb.h"
>> > -#include "google/protobuf/text_format.h"
>> > -#include "tensorflow/core/example/example.pb.h"
>> > #include <cassert>
>> > #include <numeric>
>> > 
>> > using namespace llvm;
>> > 
>> > -using google::protobuf::Message;
>> > -using google::protobuf::TextFormat;
>> > -
>> > -static cl::opt<bool>
>> > -    ProtobufTextMode("tfutils-text-log", cl::init(false), cl::Hidden,
>> > -                     cl::desc("Output textual (human-readable) protobuf."));
>> > -
>> > +// FIXME(mtrofin): remove the flag altogether
>> > static cl::opt<bool>
>> > -    UseSimpleLogger("tfutils-use-simplelogger", cl::init(false), cl::Hidden,
>> > +    UseSimpleLogger("tfutils-use-simplelogger", cl::init(true), cl::Hidden,
>> >                     cl::desc("Output simple (non-protobuf) log."));
>> > 
>> > -namespace {
>> > -
>> > -void serialize(const Message &SE, std::string *OutStr) {
>> > -  if (ProtobufTextMode) {
>> > -    TextFormat::PrintToString(SE, OutStr);
>> > -  } else {
>> > -    *OutStr = SE.SerializeAsString();
>> > -  }
>> > -}
>> > -} // namespace
>> > -
>> > namespace llvm {
>> > 
>> > class LoggerDataImpl {
>> > @@ -216,113 +194,14 @@ class SimpleLoggerDataImpl : public LoggerDataImpl {
>> >     return OS;
>> >   }
>> > };
>> > -
>> > -class TFSequenceExampleLoggerDataImpl : public LoggerDataImpl {
>> > -  std::vector<tensorflow::FeatureList> FeatureLists;
>> > -  tensorflow::FeatureList Reward;
>> > -
>> > -  bool isSelfConsistent(const tensorflow::SequenceExample &SE,
>> > -                        size_t NrRecords) const {
>> > -    bool Ret = true;
>> > -    for (const auto &TSpecs : LoggedFeatureSpecs) {
>> > -      const auto &Name = TSpecs.name();
>> > -      const auto &FL = SE.feature_lists().feature_list().at(Name).feature();
>> > -      if (NrRecords != static_cast<size_t>(FL.size())) {
>> > -        dbgs() << "[TF-UTILS]: " << Name << " has missing records. Expected "
>> > -               << NrRecords << " got " << FL.size() << "\n";
>> > -        Ret = false;
>> > -      }
>> > -    }
>> > -    if (IncludeReward && static_cast<size_t>(SE.feature_lists()
>> > -                                                 .feature_list()
>> > -                                                 .at(RewardSpec.name())
>> > -                                                 .feature()
>> > -                                                 .size()) != NrRecords) {
>> > -      dbgs() << "[TF-UTILS]: reward is missing records.\n";
>> > -      Ret = false;
>> > -    }
>> > -    return Ret;
>> > -  }
>> > -
>> > -  void transferLog(tensorflow::SequenceExample &SE) {
>> > -    auto *FL = SE.mutable_feature_lists()->mutable_feature_list();
>> > -    if (IncludeReward)
>> > -      (*FL)[RewardSpec.name()] = std::move(Reward);
>> > -    assert(FeatureLists.size() == LoggedFeatureSpecs.size());
>> > -    for (size_t I = 0; I < FeatureLists.size(); ++I) {
>> > -      const auto &LFS = LoggedFeatureSpecs[I];
>> > -      (*FL)[LFS.name()] = std::move(FeatureLists[I]);
>> > -    }
>> > -  }
>> > -
>> > -public:
>> > -  TFSequenceExampleLoggerDataImpl(const std::vector<TensorSpec> &LoggedSpecs,
>> > -                                  const TensorSpec &RewardSpec,
>> > -                                  bool IncludeReward)
>> > -      : LoggerDataImpl(LoggedSpecs, RewardSpec, IncludeReward),
>> > -        FeatureLists(LoggedFeatureSpecs.size()) {}
>> > -
>> > -  // flush the logged info to a stream and clear the log contents.
>> > -  void flush(std::string *Str) override {
>> > -    size_t NrRecords = getNrRecords();
>> > -    (void)NrRecords;
>> > -    tensorflow::SequenceExample SE;
>> > -    transferLog(SE);
>> > -    assert(isSelfConsistent(SE, NrRecords));
>> > -    serialize(SE, Str);
>> > -  }
>> > -
>> > -  char *addNewTensor(size_t FeatureID) override {
>> > -    const auto &Spec = LoggedFeatureSpecs[FeatureID];
>> > -    if (Spec.isElementType<float>()) {
>> > -      auto *RF = FeatureLists[FeatureID]
>> > -                     .add_feature()
>> > -                     ->mutable_float_list()
>> > -                     ->mutable_value();
>> > -      RF->Resize(Spec.getElementCount(), 0.0);
>> > -      return reinterpret_cast<char *>(RF->mutable_data());
>> > -    } else if (Spec.isElementType<int32_t>() || Spec.isElementType<int64_t>()) {
>> > -      auto *RF = FeatureLists[FeatureID]
>> > -                     .add_feature()
>> > -                     ->mutable_int64_list()
>> > -                     ->mutable_value();
>> > -      RF->Resize(Spec.getElementCount(), 0);
>> > -      return reinterpret_cast<char *>(RF->mutable_data());
>> > -    }
>> > -    llvm_unreachable("Unsupported tensor type.");
>> > -  }
>> > -
>> > -  void logRewardImpl(const char *Value, size_t Size) override {
>> > -    assert(IncludeReward);
>> > -    if (RewardSpec.isElementType<float>())
>> > -      Reward.add_feature()->mutable_float_list()->add_value(
>> > -          *reinterpret_cast<const float *>(Value));
>> > -    else if (RewardSpec.isElementType<int32_t>())
>> > -      Reward.add_feature()->mutable_int64_list()->add_value(
>> > -          *reinterpret_cast<const int32_t *>(Value));
>> > -    else if (RewardSpec.isElementType<int64_t>())
>> > -      Reward.add_feature()->mutable_int64_list()->add_value(
>> > -          *reinterpret_cast<const int64_t *>(Value));
>> > -    else
>> > -      llvm_unreachable("Unsupported tensor type.");
>> > -  }
>> > -
>> > -  size_t getNrRecords() const override {
>> > -    return FeatureLists.empty() ? 0 : FeatureLists[0].feature().size();
>> > -  }
>> > -};
>> > } // namespace llvm
>> > 
>> > Logger::Logger(const std::vector<TensorSpec> &FeatureSpecs,
>> >                const TensorSpec &RewardSpec, bool IncludeReward)
>> >     : FeatureSpecs(FeatureSpecs), RewardSpec(RewardSpec),
>> >       IncludeReward(IncludeReward) {
>> > -  if (UseSimpleLogger)
>> > -    LoggerData = std::make_unique<SimpleLoggerDataImpl>(
>> > -        FeatureSpecs, RewardSpec, IncludeReward);
>> > -  else
>> > -    LoggerData = std::make_unique<TFSequenceExampleLoggerDataImpl>(
>> > -        FeatureSpecs, RewardSpec, IncludeReward);
>> > +  LoggerData = std::make_unique<SimpleLoggerDataImpl>(FeatureSpecs, RewardSpec,
>> > +                                                      IncludeReward);
>> > }
>> > 
>> > Logger::~Logger() {}
>> > @@ -398,31 +277,11 @@ void Logger::flush(raw_ostream &OS) {
>> > 
>> > void Logger::flushLogs(raw_ostream &OS,
>> >                        const StringMap<std::unique_ptr<Logger>> &Loggers) {
>> > -  if (UseSimpleLogger) {
>> > -    bool IsFirst = true;
>> > -    for (const auto &NamedLogger : Loggers) {
>> > -      auto *Impl = NamedLogger.second->LoggerData.get();
>> > -      reinterpret_cast<const SimpleLoggerDataImpl *>(Impl)->flush(
>> > -          OS, IsFirst, NamedLogger.first());
>> > -      IsFirst = false;
>> > -    }
>> > -  } else {
>> > -    google::protobuf::Struct Msg;
>> > -    for (const auto &NamedLogger : Loggers) {
>> > -      tensorflow::SequenceExample SE;
>> > -      const auto &Logger = NamedLogger.second;
>> > -      std::string Unencoded;
>> > -      if (Logger->LoggerData->getNrRecords() > 0)
>> > -        Logger->flush(&Unencoded);
>> > -
>> > -      (*Msg.mutable_fields())[NamedLogger.first().str()]
>> > -          .mutable_string_value()
>> > -          ->append(ProtobufTextMode ? Unencoded : encodeBase64(Unencoded));
>> > -    }
>> > -
>> > -    std::string OutStr;
>> > -    serialize(Msg, &OutStr);
>> > -    OS << OutStr;
>> > +  bool IsFirst = true;
>> > +  for (const auto &NamedLogger : Loggers) {
>> > +    auto *Impl = NamedLogger.second->LoggerData.get();
>> > +    reinterpret_cast<const SimpleLoggerDataImpl *>(Impl)->flush(
>> > +        OS, IsFirst, NamedLogger.first());
>> > +    IsFirst = false;
>> >   }
>> > }
>> > -#endif // defined(LLVM_HAVE_TFLITE)
>> > 
>> > diff  --git a/llvm/test/CodeGen/MLRegalloc/Inputs/reference-log-noml.txt b/llvm/test/CodeGen/MLRegalloc/Inputs/reference-log-noml.txt
>> > index 2e8eb96659e0d..284a992b999d4 100644
>> > --- a/llvm/test/CodeGen/MLRegalloc/Inputs/reference-log-noml.txt
>> > +++ b/llvm/test/CodeGen/MLRegalloc/Inputs/reference-log-noml.txt
>> > @@ -1,443 +1,409 @@
>> > -fields {
>> > - key: "SyFgets"
>> > - value {
>> > - string_value: "feature_lists {
>> > - feature_list {
>> > - key: \"end_bb_freq_by_max\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 2.27244862e-10  value: 2.27244862e-10  value: 8.80573836e-10  value: 0.97600925  value: 0.97600925  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.97600925  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 2.27244862e-10  value: 0  value: 0.97600925  value: 0.97600925  value: 2.27244862e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 8.80573836e-10  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 2.27244862e-10  value: 0.97600925  value: 0.97600925  value: 0.97600925  value: 2.27244862e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.97600925  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 2.27244862e-10  value: 0.97600925  value: 0  value: 0.97600925  value: 2.27244862e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.97600925  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 2.27244862e-10  value: 2.27244862e-10  value: 0.97600925  value: 0.97600925  value: 0.97600925  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.97600925  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 2.27244862e-10  value: 0.97600925  value: 0.97600925  value: 0  value: 2.27244862e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.97600925  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 2.27244862e-10  value: 0.97600925  value: 0.97600925  value: 0.97600925  value: 2.27244862e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.97600925  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 2.27244862e-10  value: 0.97600925  value: 0.97600925  value: 0.97600925  value: 2.27244862e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.97600925  }  }
>> > - feature {  float_list {  value: 0.97600925  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 2.27244862e-10  value: 0.97600925  value: 0.97600925  value: 2.27244862e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.51107651  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 2.27244862e-10  value: 0.97600925  value: 0.97600925  value: 2.27244862e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.97600925  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0.97600925  value: 0  value: 0.97600925  value: 2.27244862e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 2.27244862e-10  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.652218044  value: 0.636570811  value: 0.636570811  value: 0.333333343  value: 0.636570811  value: 1.48213192e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.97600925  value: 0.97600925  value: 0.51107651  value: 0.97600925  value: 2.27244862e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.97600925  value: 0.97600925  value: 0.51107651  value: 0.97600925  value: 2.27244862e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0239907894  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.636570811  value: 0.636570811  value: 0.333333343  value: 0.636570811  value: 1.48213192e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 2.77899731e-10  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.636570811  value: 0.636570811  value: 0.333333343  value: 0.636570811  value: 1.48213192e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.636570811  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.636570811  value: 0.636570811  value: 0.333333343  value: 0.636570811  value: 1.48213192e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.636570811  }  }  }  }
>> > - feature_list {
>> > - key: \"hint_weights_by_max\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.992761  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.726506591  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.992761  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.242168844  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.242168844  value: 0.240415782  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.242168844  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.242168844  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.242168844  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333313  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.726506591  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.242168844  value: 1  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.314489  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0.806181312  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0650773272  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.7620188  value: 1  value: 0  value: 0.806181312  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0411719382  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.943466961  value: 1  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1.03783232e-11  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.760605454  value: 1  value: 0  value: 0.806181312  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0215354133  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.760605454  value: 1  value: 0  value: 0.806181312  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0215354133  }  }  }  }
>> > - feature_list {
>> > - key: \"hottest_bb_freq_by_max\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.240415797  value: 0.0713193  value: 0.0801386  value: 0.0801386  value: 0.0801386  value: 0.0801386  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 0  value: 0.333333343  value: 0.333333343  value: 0.296649814  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.238314033  value: 0.0794380084  value: 0.991257787  value: 0.0794380084  value: 0.0794380084  value: 0.07069581  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.240415797  value: 0.240415797  value: 1  value: 0  value: 0.0801386  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0801386  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0670583174  value: 0.0198928379  value: 0.0223527737  value: 0.278926432  value: 0.281386375  value: 0.0223527737  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.238314033  value: 0.238314033  value: 0.991257787  value: 1  value: 0  value: 0.07069581  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0794380084  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0670583174  value: 0.0223527737  value: 0.278926432  value: 0.281386375  value: 1  value: 0.0198928379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0111763868  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0670583174  value: 0.0223527737  value: 0.278926432  value: 0.281386375  value: 1  value: 0.0198928379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.018229166  }  }
>> > - feature {  float_list {  value: 0.281386375  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0670583174  value: 0.0223527737  value: 0.278926432  value: 1  value: 0.0198928379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.278926432  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0670583174  value: 0.0223527737  value: 0.278926432  value: 1  value: 0.0198928379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.281386375  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0670583174  value: 0  value: 0.278926432  value: 0  value: 1  value: 0.0198928379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0223527737  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0670583174  value: 0.281386375  value: 0.278926432  value: 0.278926432  value: 1  value: 0.0198928379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.263157904  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.281386375  value: 0.278926432  value: 0.278926432  value: 1  value: 0.0198928379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0670583174  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.263157904  value: 0.281386375  value: 0.278926432  value: 0.278926432  value: 1  value: 0.0198928379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0223527737  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.263157904  value: 0.281386375  value: 0.278926432  value: 0.278926432  value: 1  value: 0.0198928379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0223527737  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.263157904  value: 0.281386375  value: 0.278926432  value: 0.278926432  value: 1  value: 0.0198928379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0223527737  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.263157904  value: 0.281386375  value: 0.278926432  value: 0.278926432  value: 1  value: 0.0198928379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0223527737  }  }  }  }
>> > - feature_list {
>> > - key: \"index_to_evict\"  value {
>> > - feature {  int64_list {  value: 12  }  }
>> > - feature {  int64_list {  value: 32  }  }
>> > - feature {  int64_list {  value: 12  }  }
>> > - feature {  int64_list {  value: 32  }  }
>> > - feature {  int64_list {  value: 14  }  }
>> > - feature {  int64_list {  value: 32  }  }
>> > - feature {  int64_list {  value: 32  }  }
>> > - feature {  int64_list {  value: 32  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 11  }  }
>> > - feature {  int64_list {  value: 32  }  }
>> > - feature {  int64_list {  value: 9  }  }
>> > - feature {  int64_list {  value: 32  }  }
>> > - feature {  int64_list {  value: 32  }  }
>> > - feature {  int64_list {  value: 32  }  }
>> > - feature {  int64_list {  value: 32  }  }
>> > - feature {  int64_list {  value: 32  }  }  }  }
>> > - feature_list {
>> > - key: \"is_free\"  value {
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }  }  }
>> > - feature_list {
>> > - key: \"is_hint\"  value {
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }  }  }
>> > - feature_list {
>> > - key: \"is_local\"  value {
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }  }  }
>> > - feature_list {
>> > - key: \"liverange_size\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.904667735  value: 0.958465219  value: 0.806962  value: 0.797072768  value: 0.793908238  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.740110755  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.895501256  value: 1  value: 0  value: 0.713779688  value: 0.710945785  value: 0.810131073  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.722635508  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.958465219  value: 0.740110755  value: 0.797072768  value: 0.793908238  value: 0.904667735  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.737341762  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.895501256  value: 1  value: 0.662770092  value: 0  value: 0.710945785  value: 0.810131073  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.713779688  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.904667735  value: 0.958465219  value: 0.740110755  value: 0.737341762  value: 0.793908238  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.673655093  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.895501256  value: 1  value: 0.662770092  value: 0.66029048  value: 0  value: 0.810131073  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.710945785  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.958465219  value: 0.740110755  value: 0.737341762  value: 0.673655093  value: 0.904667735  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.670490503  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.958465219  value: 0.740110755  value: 0.737341762  value: 0.673655093  value: 0.904667735  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.667326  }  }
>> > - feature {  float_list {  value: 0.737341762  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.958465219  value: 0.740110755  value: 0.673655093  value: 0.904667735  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.462025315  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.958465219  value: 0.740110755  value: 0.673655093  value: 0.904667735  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.737341762  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0.740110755  value: 0  value: 0.673655093  value: 0.904667735  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.958465219  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.737341762  value: 0.740110755  value: 0.462025315  value: 0.673655093  value: 0.904667735  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.259493679  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.930379748  value: 0.740110755  value: 0.462025315  value: 0.673655093  value: 0.904667735  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.513605416  value: 1  value: 0.795493186  value: 0.496598631  value: 0.724064648  value: 0.972363949  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.928571403  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.286838651  value: 0.815041542  value: 0.8181023  value: 0.510712743  value: 0.744643629  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.956711829  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.278911561  value: 1  value: 0.795493186  value: 0.496598631  value: 0.724064648  value: 0.972363949  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.851615667  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.278911561  value: 1  value: 0.795493186  value: 0.496598631  value: 0.724064648  value: 0.972363949  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.852466  }  }  }  }
>> > - feature_list {
>> > - key: \"mask\"  value {
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 0  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 0  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 1  value: 0  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }  }  }
>> > - feature_list {
>> > - key: \"max_stage\"  value {
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 0  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 0  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 1  value: 0  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 4  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 4  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 4  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 4  }  }  }  }
>> > - feature_list {
>> > - key: \"min_stage\"  value {
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 0  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 0  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 1  value: 0  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 4  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 4  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 4  }  }
>> > - feature {  int64_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 4  }  }  }  }
>> > - feature_list {
>> > - key: \"nr_broken_hints\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }  }  }
>> > - feature_list {
>> > - key: \"nr_defs_and_uses\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.714285731  value: 1  value: 0.285714298  value: 0.285714298  value: 0.428571433  value: 0.428571433  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.142857149  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.714285731  value: 0.714285731  value: 0  value: 0.428571433  value: 0.428571433  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0952381  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.714285731  value: 0.285714298  value: 0.428571433  value: 0.428571433  value: 0.428571433  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.619047642  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.714285731  value: 0.714285731  value: 0.428571433  value: 0  value: 0.428571433  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.142857149  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.384615391  value: 0.538461566  value: 0.15384616  value: 0.230769232  value: 1  value: 0.230769232  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.230769232  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.384615391  value: 0.384615391  value: 0.230769232  value: 1  value: 0  value: 0.538461566  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0769230798  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.384615391  value: 0.15384616  value: 0.230769232  value: 1  value: 0.692307711  value: 0.538461566  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.051282052  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.384615391  value: 0.15384616  value: 0.230769232  value: 1  value: 0.692307711  value: 0.538461566  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.051282052  }  }
>> > - feature {  float_list {  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.384615391  value: 0.15384616  value: 0.230769232  value: 0.692307711  value: 0.538461566  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.128205135  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.555555582  value: 0.222222224  value: 0.333333343  value: 1  value: 0.777777791  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.481481493  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.555555582  value: 0  value: 0.333333343  value: 0  value: 1  value: 0.777777791  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0740740746  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.384615391  value: 1  value: 0.230769232  value: 0.384615391  value: 0.692307711  value: 0.538461566  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.179487184  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.1875  value: 0.3125  value: 0.5625  value: 0.4375  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.104166664  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.625  value: 1  value: 0.1875  value: 0.3125  value: 0.5625  value: 0.4375  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0625  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.538461566  value: 1  value: 0.230769232  value: 0.384615391  value: 0.692307711  value: 0.538461566  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.051282052  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.4375  value: 1  value: 0.1875  value: 0.3125  value: 0.5625  value: 0.4375  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0416666679  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.4375  value: 1  value: 0.1875  value: 0.3125  value: 0.5625  value: 0.4375  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0416666679  }  }  }  }
>> > - feature_list {
>> > - key: \"nr_rematerializable\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }  }  }
>> > - feature_list {
>> > - key: \"nr_urgent\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }  }  }
>> > - feature_list {
>> > - key: \"progress\"  value {
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.769230783  }  }
>> > - feature {  float_list {  value: 0.179487184  }  }
>> > - feature {  float_list {  value: 0.15384616  }  }
>> > - feature {  float_list {  value: 0.102564104  }  }
>> > - feature {  float_list {  value: 0.0769230798  }  }  }  }
>> > - feature_list {
>> > - key: \"reward\"  value {
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 36.6412773  }  }  }  }
>> > - feature_list {
>> > - key: \"start_bb_freq_by_max\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.166666672  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 0  value: 0.333333343  value: 0.333333343  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 0.333333343  value: 0  value: 0.333333343  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.166666672  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.166666672  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 0.333333343  value: 0.333333343  value: 0  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0.166666672  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.166666672  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0.166666672  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.166666672  }  }
>> > - feature {  float_list {  value: 0.333333343  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.333333343  value: 0.333333343  value: 0.166666672  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.166666672  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.333333343  value: 0.333333343  value: 0.166666672  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0.333333343  value: 0  value: 0.166666672  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.333333343  value: 0.333333343  value: 0.166666672  value: 0.166666672  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.466012269  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.333333343  value: 0.166666672  value: 0.166666672  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.466012269  value: 1  value: 0.333333343  value: 0.166666672  value: 0.166666672  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.715288758  value: 0.715288758  value: 0.357644379  value: 0.357644379  value: 0.357644379  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.715288758  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.466012269  value: 1  value: 0.333333343  value: 0.166666672  value: 0.166666672  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.466012269  value: 1  value: 0.333333343  value: 0.166666672  value: 0.166666672  value: 0.166666672  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333343  }  }  }  }
>> > - feature_list {
>> > - key: \"use_def_density\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0508921258  value: 0.0559196472  value: 0.0178120229  value: 0.00520198327  value: 0.0141611015  value: 0.0142186964  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.161161348  value: 1  value: 0  value: 0.0448443107  value: 0.0450266972  value: 0.177082121  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0164732486  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0508921258  value: 0.0178120229  value: 1  value: 0.0141611015  value: 0.0142186964  value: 0.0559196472  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.428105623  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0508921258  value: 0.315783679  value: 1  value: 0  value: 0.0142186964  value: 0.0559196472  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0141611015  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0508921258  value: 0.0559196472  value: 0.0178120229  value: 1  value: 0.428105623  value: 0.0142186964  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.486348629  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0508921258  value: 0.315783679  value: 1  value: 0.428105623  value: 0  value: 0.0559196472  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0142186964  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0508921258  value: 0.0178120229  value: 1  value: 0.428105623  value: 0.486348629  value: 0.0559196472  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.00450247  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0508921258  value: 0.0178120229  value: 1  value: 0.428105623  value: 0.486348629  value: 0.0559196472  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.00811905507  }  }
>> > - feature {  float_list {  value: 0.428105623  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0508921258  value: 0.0178120229  value: 1  value: 0.486348629  value: 0.0559196472  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.991469681  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0508921258  value: 0.0178120229  value: 1  value: 0.486348629  value: 0.0559196472  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.428105623  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0508921258  value: 0  value: 1  value: 0  value: 0.486348629  value: 0.0559196472  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0178120229  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0395713188  value: 0.332874745  value: 0.777552843  value: 0.770920098  value: 0.378161758  value: 0.043480482  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.428105623  value: 1  value: 0.991469681  value: 0.486348629  value: 0.0559196472  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0508921258  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.332874745  value: 0.777552843  value: 0.770920098  value: 0.378161758  value: 0.043480482  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0145880366  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.332874745  value: 0.777552843  value: 0.770920098  value: 0.378161758  value: 0.043480482  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.00805727579  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.332874745  value: 0.777552843  value: 0.770920098  value: 0.378161758  value: 0.043480482  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0070434818  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.332874745  value: 0.777552843  value: 0.770920098  value: 0.378161758  value: 0.043480482  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.00703631248  }  }  }  }
>> > - feature_list {
>> > - key: \"weighed_indvars_by_max\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.213957906  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0713193  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.333333313  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.314489  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 1  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.943466961  value: 0  value: 1  value: 1  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.943466961  value: 0  value: 1  value: 1  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.943466961  value: 0  value: 1  value: 1  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.943466961  value: 0  value: 1  value: 1  value: 0  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }  }  }
>> > - feature_list {
>> > - key: \"weighed_read_writes_by_max\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.219217092  value: 9.34049157e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0  value: 0  value: 0  value: 4.26084085e-10  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.073072359  value: 0  value: 1  value: 0  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0237730984  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.073072359  value: 0  value: 1  value: 0  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.073072359  value: 3.11349696e-11  value: 0  value: 1  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.073072359  value: 0  value: 1  value: 0.0713193  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.073072359  value: 0  value: 1  value: 0.0713193  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.073072359  value: 0  value: 1  value: 0.0713193  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.073072359  value: 0  value: 1  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.073072359  value: 0  value: 1  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0237730984  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.073072359  value: 0  value: 1  value: 0  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.073072359  value: 0.0713193  value: 1  value: 0  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.00967422221  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0713193  value: 1  value: 0  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.024357453  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0290226657  value: 0.0713193  value: 1  value: 0  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0290226657  value: 0.0713193  value: 1  value: 0  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0290226657  value: 0.0713193  value: 1  value: 0  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0290226657  value: 0.0713193  value: 1  value: 0  value: 0  value: 3.11349696e-11  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  }  }  }  }
>> > - feature_list {
>> > - key: \"weighed_reads_by_max\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.224476278  value: 0.213957906  value: 0.213957906  value: 1.93036823e-10  value: 0.408470869  value: 0.408470869  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.19094272  value: 1  value: 0  value: 0.34745115  value: 0.34745115  value: 0.18199563  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 5.47332908e-11  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.074825421  value: 0.0713193  value: 1  value: 0.136156946  value: 0.136156946  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.829576254  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.074825421  value: 0.391873658  value: 1  value: 0  value: 0.136156946  value: 0.0713193  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0453856513  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.030065719  value: 0.0286569186  value: 0.0286569186  value: 0.40181154  value: 1  value: 0.0547094382  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.848523319  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.030065719  value: 0.157459363  value: 0.40181154  value: 1  value: 0  value: 0.0286569186  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0182364788  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0118109966  value: 0.0112575637  value: 0.157847375  value: 0.392839313  value: 1  value: 0.0112575637  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.000982483267  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0118109966  value: 0.0112575637  value: 0.157847375  value: 0.392839313  value: 1  value: 0.0112575637  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.00343869138  }  }
>> > - feature {  float_list {  value: 0.392839313  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0118109966  value: 0.0112575637  value: 0.157847375  value: 1  value: 0.0112575637  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0108073158  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0118109966  value: 0.0112575637  value: 0.157847375  value: 1  value: 0.0112575637  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.130946428  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0118109966  value: 0  value: 0.157847375  value: 0  value: 1  value: 0.0112575637  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.00375252124  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0118109966  value: 0.392839313  value: 0.157847375  value: 0.0324219503  value: 1  value: 0.0112575637  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0547605231  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.443437964  value: 0.157847375  value: 0.0324219503  value: 1  value: 0.0112575637  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.00393699855  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.175815836  value: 0.443437964  value: 0.157847375  value: 0.0324219503  value: 1  value: 0.0112575637  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.00384476  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.164281547  value: 0.392839313  value: 0.157847375  value: 0.0324219503  value: 1  value: 0.0112575637  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1.6381911e-12  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.164281547  value: 0.443437964  value: 0.157847375  value: 0.0324219503  value: 1  value: 0.0112575637  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.00294745  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.164281547  value: 0.443437964  value: 0.157847375  value: 0.0324219503  value: 1  value: 0.0112575637  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.00294745  }  }  }  }
>> > - feature_list {
>> > - key: \"weighed_writes_by_max\"  value {
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.862989247  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.111111112  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.75  value: 1  value: 0  value: 0.25  value: 0.25  value: 0.64724195  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0833333358  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0.333333343  value: 0.862989247  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.414825588  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.75  value: 1  value: 0.25  value: 0  value: 0.25  value: 0.64724195  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0833333358  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.803550541  value: 0.693455517  value: 0.26785019  value: 0.26785019  value: 1  value: 0.26785019  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0446417  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.75  value: 1  value: 0.25  value: 0.933357596  value: 0  value: 0.64724195  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0833333358  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.803550541  value: 0.26785019  value: 0.26785019  value: 1  value: 0.133925095  value: 0.693455517  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0446417  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.803550541  value: 0.26785019  value: 0.26785019  value: 1  value: 0.133925095  value: 0.693455517  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0446417  }  }
>> > - feature {  float_list {  value: 0.862996  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.693460882  value: 0.231153637  value: 0.231153637  value: 0.115576819  value: 0.598449349  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0.333333343  value: 0.333333343  value: 0.166666672  value: 0.862989247  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.414825588  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 1  value: 0  value: 0.333333343  value: 0  value: 0.166666672  value: 0.862989247  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.111111112  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.231153622  value: 0.287665308  value: 0.0770512074  value: 1  value: 0.0385256037  value: 0.199483097  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.302373141  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.518818915  value: 0.0770512074  value: 1  value: 0.0385256037  value: 0.199483097  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0770512074  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.97737658  value: 0.518818915  value: 0.0770512074  value: 1  value: 0.0385256037  value: 0.199483097  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0256837364  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.907119334  value: 0.287665308  value: 0.0770512074  value: 1  value: 0.0385256037  value: 0.199483097  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0256837364  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.907119334  value: 0.518818915  value: 0.0770512074  value: 1  value: 0.0385256037  value: 0.199483097  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0256837364  }  }
>> > - feature {  float_list {  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.907119334  value: 0.518818915  value: 0.0770512074  value: 1  value: 0.0385256037  value: 0.199483097  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0  value: 0.0256837364  }  }  }  } } "
>> > - }
>> > -}
>> > +context: SyFgets
>> > +observation: 0
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7142857313156128,1.0,0.2857142984867096,0.2857142984867096,0.4285714328289032,0.4285714328289032,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1428571492433548
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.22447627782821655,0.21395790576934814,0.21395790576934814,1.930368226377155e-10,0.40847086906433105,0.40847086906433105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.8629892468452454,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1111111119389534
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.21921709179878235,9.340491574638676e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.21395790576934814,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.1666666716337204,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.2724486181679993e-10,2.2724486181679993e-10,8.805738360706528e-10,0.9760092496871948,0.9760092496871948,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9760092496871948
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2404157966375351,0.07131929695606232,0.08013860136270523,0.08013860136270523,0.08013860136270523,0.08013860136270523,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.9046677350997925,0.9584652185440063,0.8069620132446289,0.7970727682113647,0.7939082384109497,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7401107549667358
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05089212581515312,0.055919647216796875,0.01781202293932438,0.005201983265578747,0.014161101542413235,0.014218696393072605,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 12
>> > +reward: 0.0
>> > +observation: 1
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7142857313156128,0.7142857313156128,0.0,0.4285714328289032,0.4285714328289032,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.095238097012043
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.19094271957874298,1.0,0.0,0.3474511504173279,0.3474511504173279,0.18199563026428223,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.473329081628897e-11
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.75,1.0,0.0,0.25,0.25,0.6472419500350952,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0833333358168602
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,4.260840846814773e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.9927610158920288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.3333333432674408,0.3333333432674408,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.2724486181679993e-10,0.0,0.9760092496871948,0.9760092496871948,2.2724486181679993e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,8.805738360706528e-10
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.3333333432674408,0.3333333432674408,0.2966498136520386,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8955012559890747,1.0,0.0,0.7137796878814697,0.7109457850456238,0.8101310729980469,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7226355075836182
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.16116134822368622,1.0,0.0,0.044844310730695724,0.04502669721841812,0.1770821213722229,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.016473248600959778
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 32
>> > +reward: 0.0
>> > +observation: 2
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7142857313156128,0.2857142984867096,0.4285714328289032,0.4285714328289032,0.4285714328289032,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.6190476417541504
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07482542097568512,0.07131929695606232,1.0,0.13615694642066956,0.13615694642066956,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8295762538909912
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.8629892468452454,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.41482558846473694
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07307235896587372,0.0,1.0,0.0,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02377309836447239
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7265065908432007,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.2724486181679993e-10,0.9760092496871948,0.9760092496871948,0.9760092496871948,2.2724486181679993e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9760092496871948
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.23831403255462646,0.07943800836801529,0.9912577867507935,0.07943800836801529,0.07943800836801529,0.07069581001996994,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.9584652185440063,0.7401107549667358,0.7970727682113647,0.7939082384109497,0.9046677350997925,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7373417615890503
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05089212581515312,0.01781202293932438,1.0,0.014161101542413235,0.014218696393072605,0.055919647216796875,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.4281056225299835
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 12
>> > +reward: 0.0
>> > +observation: 3
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7142857313156128,0.7142857313156128,0.4285714328289032,0.0,0.4285714328289032,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1428571492433548
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07482542097568512,0.39187365770339966,1.0,0.0,0.13615694642066956,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04538565129041672
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.75,1.0,0.25,0.0,0.25,0.6472419500350952,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0833333358168602
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07307235896587372,0.0,1.0,0.0,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.9927610158920288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.3333333432674408,0.0,0.3333333432674408,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.2724486181679993e-10,0.9760092496871948,0.0,0.9760092496871948,2.2724486181679993e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9760092496871948
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2404157966375351,0.2404157966375351,1.0,0.0,0.08013860136270523,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08013860136270523
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8955012559890747,1.0,0.6627700924873352,0.0,0.7109457850456238,0.8101310729980469,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7137796878814697
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05089212581515312,0.31578367948532104,1.0,0.0,0.014218696393072605,0.055919647216796875,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.014161101542413235
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 32
>> > +reward: 0.0
>> > +observation: 4
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.38461539149284363,0.5384615659713745,0.1538461595773697,0.23076923191547394,1.0,0.23076923191547394,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.23076923191547394
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.030065719038248062,0.028656918555498123,0.028656918555498123,0.40181154012680054,1.0,0.05470943823456764,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8485233187675476
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8035505414009094,0.6934555172920227,0.26785019040107727,0.26785019040107727,1.0,0.26785019040107727,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04464169964194298
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07307235896587372,3.113496960249762e-11,0.0,1.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07131929695606232,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2421688437461853,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.1666666716337204,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1666666716337204
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.2724486181679993e-10,2.2724486181679993e-10,0.9760092496871948,0.9760092496871948,0.9760092496871948,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9760092496871948
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06705831736326218,0.01989283785223961,0.02235277369618416,0.27892643213272095,0.2813863754272461,0.02235277369618416,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.9046677350997925,0.9584652185440063,0.7401107549667358,0.7373417615890503,0.7939082384109497,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.673655092716217
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05089212581515312,0.055919647216796875,0.01781202293932438,1.0,0.4281056225299835,0.014218696393072605,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.48634862899780273
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 14
>> > +reward: 0.0
>> > +observation: 5
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.38461539149284363,0.38461539149284363,0.23076923191547394,1.0,0.0,0.5384615659713745,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307978868484
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.030065719038248062,0.15745936334133148,0.40181154012680054,1.0,0.0,0.028656918555498123,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01823647879064083
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.75,1.0,0.25,0.9333575963973999,0.0,0.6472419500350952,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0833333358168602
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07307235896587372,0.0,1.0,0.07131929695606232,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2421688437461853,0.2404157817363739,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.3333333432674408,0.3333333432674408,0.0,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.2724486181679993e-10,0.9760092496871948,0.9760092496871948,0.0,2.2724486181679993e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9760092496871948
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.23831403255462646,0.23831403255462646,0.9912577867507935,1.0,0.0,0.07069581001996994,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07943800836801529
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8955012559890747,1.0,0.6627700924873352,0.6602904796600342,0.0,0.8101310729980469,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7109457850456238
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05089212581515312,0.31578367948532104,1.0,0.4281056225299835,0.0,0.055919647216796875,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.014218696393072605
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 32
>> > +reward: 0.0
>> > +observation: 6
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.38461539149284363,0.1538461595773697,0.23076923191547394,1.0,0.692307710647583,0.5384615659713745,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05128205195069313
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.011810996569693089,0.011257563717663288,0.15784737467765808,0.39283931255340576,1.0,0.011257563717663288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.000982483266852796
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8035505414009094,0.26785019040107727,0.26785019040107727,1.0,0.13392509520053864,0.6934555172920227,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04464169964194298
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07307235896587372,0.0,1.0,0.07131929695606232,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2421688437461853,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.1666666716337204,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1666666716337204
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.2724486181679993e-10,0.9760092496871948,0.9760092496871948,0.9760092496871948,2.2724486181679993e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9760092496871948
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06705831736326218,0.02235277369618416,0.27892643213272095,0.2813863754272461,1.0,0.01989283785223961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01117638684809208
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.9584652185440063,0.7401107549667358,0.7373417615890503,0.673655092716217,0.9046677350997925,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.6704905033111572
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05089212581515312,0.01781202293932438,1.0,0.4281056225299835,0.48634862899780273,0.055919647216796875,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.004502470139414072
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 32
>> > +reward: 0.0
>> > +observation: 7
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.38461539149284363,0.1538461595773697,0.23076923191547394,1.0,0.692307710647583,0.5384615659713745,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05128205195069313
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.011810996569693089,0.011257563717663288,0.15784737467765808,0.39283931255340576,1.0,0.011257563717663288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0034386913757771254
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8035505414009094,0.26785019040107727,0.26785019040107727,1.0,0.13392509520053864,0.6934555172920227,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04464169964194298
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07307235896587372,0.0,1.0,0.07131929695606232,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2421688437461853,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.3333333432674408,0.3333333432674408,0.3333333432674408,0.1666666716337204,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1666666716337204
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.2724486181679993e-10,0.9760092496871948,0.9760092496871948,0.9760092496871948,2.2724486181679993e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9760092496871948
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06705831736326218,0.02235277369618416,0.27892643213272095,0.2813863754272461,1.0,0.01989283785223961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01822916604578495
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.9584652185440063,0.7401107549667358,0.7373417615890503,0.673655092716217,0.9046677350997925,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.6673259735107422
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05089212581515312,0.01781202293932438,1.0,0.4281056225299835,0.48634862899780273,0.055919647216796875,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.008119055069983006
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 32
>> > +reward: 0.0
>> > +observation: 8
>> > +mask: 1,0,0,0,0,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_defs_and_uses: 1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.38461539149284363,0.1538461595773697,0.23076923191547394,0.692307710647583,0.5384615659713745,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.12820513546466827
>> > +weighed_reads_by_max: 0.39283931255340576,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.011810996569693089,0.011257563717663288,0.15784737467765808,1.0,0.011257563717663288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.010807315818965435
>> > +weighed_writes_by_max: 0.862995982170105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.6934608817100525,0.23115363717079163,0.23115363717079163,0.11557681858539581,0.5984493494033813,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +weighed_read_writes_by_max: 0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07307235896587372,0.0,1.0,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333134651184
>> > +hint_weights_by_max: 1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2421688437461853,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333134651184
>> > +start_bb_freq_by_max: 0.3333333432674408,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.3333333432674408,0.3333333432674408,0.1666666716337204,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1666666716337204
>> > +end_bb_freq_by_max: 0.9760092496871948,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.2724486181679993e-10,0.9760092496871948,0.9760092496871948,2.2724486181679993e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5110765099525452
>> > +hottest_bb_freq_by_max: 0.2813863754272461,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06705831736326218,0.02235277369618416,0.27892643213272095,1.0,0.01989283785223961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.27892643213272095
>> > +liverange_size: 0.7373417615890503,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.9584652185440063,0.7401107549667358,0.673655092716217,0.9046677350997925,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.46202531456947327
>> > +use_def_density: 0.4281056225299835,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05089212581515312,0.01781202293932438,1.0,0.48634862899780273,0.055919647216796875,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.99146968126297
>> > +max_stage: 1,0,0,0,0,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 1,0,0,0,0,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 0
>> > +reward: 0.0
>> > +observation: 9
>> > +mask: 0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5555555820465088,0.2222222238779068,0.3333333432674408,1.0,0.7777777910232544,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.48148149251937866
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.011810996569693089,0.011257563717663288,0.15784737467765808,1.0,0.011257563717663288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.13094642758369446
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.3333333432674408,0.3333333432674408,0.1666666716337204,0.8629892468452454,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.41482558846473694
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07307235896587372,0.0,1.0,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02377309836447239
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7265065908432007,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.3333333432674408,0.3333333432674408,0.1666666716337204,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.2724486181679993e-10,0.9760092496871948,0.9760092496871948,2.2724486181679993e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9760092496871948
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06705831736326218,0.02235277369618416,0.27892643213272095,1.0,0.01989283785223961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2813863754272461
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.9584652185440063,0.7401107549667358,0.673655092716217,0.9046677350997925,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7373417615890503
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05089212581515312,0.01781202293932438,1.0,0.48634862899780273,0.055919647216796875,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.4281056225299835
>> > +max_stage: 0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 11
>> > +reward: 0.0
>> > +observation: 10
>> > +mask: 0,0,0,0,0,0,0,0,0,1,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5555555820465088,0.0,0.3333333432674408,0.0,1.0,0.7777777910232544,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07407407462596893
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.011810996569693089,0.0,0.15784737467765808,0.0,1.0,0.011257563717663288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.003752521239221096
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.3333333432674408,0.0,0.1666666716337204,0.8629892468452454,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1111111119389534
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07307235896587372,0.0,1.0,0.0,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.3333333432674408,0.0,0.1666666716337204,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.9760092496871948,0.0,0.9760092496871948,2.2724486181679993e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.2724486181679993e-10
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06705831736326218,0.0,0.27892643213272095,0.0,1.0,0.01989283785223961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02235277369618416
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.7401107549667358,0.0,0.673655092716217,0.9046677350997925,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9584652185440063
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05089212581515312,0.0,1.0,0.0,0.48634862899780273,0.055919647216796875,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01781202293932438
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 32
>> > +reward: 0.0
>> > +observation: 11
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.38461539149284363,1.0,0.23076923191547394,0.38461539149284363,0.692307710647583,0.5384615659713745,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1794871836900711
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.011810996569693089,0.39283931255340576,0.15784737467765808,0.03242195025086403,1.0,0.011257563717663288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05476052314043045
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.23115362226963043,0.28766530752182007,0.07705120742321014,1.0,0.03852560371160507,0.19948309659957886,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.30237314105033875
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07307235896587372,0.07131929695606232,1.0,0.0,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.009674222208559513
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3144890069961548
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2421688437461853,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3144890069961548
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.3333333432674408,0.3333333432674408,0.1666666716337204,0.1666666716337204,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.46601226925849915
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.6522180438041687,0.6365708112716675,0.6365708112716675,0.3333333432674408,0.6365708112716675,1.482131917196483e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06705831736326218,0.2813863754272461,0.27892643213272095,0.27892643213272095,1.0,0.01989283785223961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2631579041481018
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.7373417615890503,0.7401107549667358,0.46202531456947327,0.673655092716217,0.9046677350997925,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2594936788082123
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03957131877541542,0.33287474513053894,0.7775528430938721,0.7709200978279114,0.378161758184433,0.04348048195242882,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 9
>> > +reward: 0.0
>> > +observation: 12
>> > +mask: 0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.1875,0.3125,0.5625,0.4375,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1041666641831398
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.44343796372413635,0.15784737467765808,0.03242195025086403,1.0,0.011257563717663288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.003936998546123505
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5188189148902893,0.07705120742321014,1.0,0.03852560371160507,0.19948309659957886,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07705120742321014
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07131929695606232,1.0,0.0,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.024357452988624573
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.8061813116073608,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06507732719182968
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.3333333432674408,0.1666666716337204,0.1666666716337204,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9760092496871948,0.9760092496871948,0.5110765099525452,0.9760092496871948,2.2724486181679993e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2813863754272461,0.27892643213272095,0.27892643213272095,1.0,0.01989283785223961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06705831736326218
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9303797483444214,0.7401107549667358,0.46202531456947327,0.673655092716217,0.9046677350997925,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.4281056225299835,1.0,0.99146968126297,0.48634862899780273,0.055919647216796875,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05089212581515312
>> > +max_stage: 0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +min_stage: 0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +progress: 0.7692307829856873
>> > +index_to_evict: 32
>> > +reward: 0.0
>> > +observation: 13
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.625,1.0,0.1875,0.3125,0.5625,0.4375,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0625
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.17581583559513092,0.44343796372413635,0.15784737467765808,0.03242195025086403,1.0,0.011257563717663288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0038447598926723003
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9773765802383423,0.5188189148902893,0.07705120742321014,1.0,0.03852560371160507,0.19948309659957886,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02568373642861843
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.029022665694355965,0.07131929695606232,1.0,0.0,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9434669613838196,0.0,1.0,1.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7620187997817993,1.0,0.0,0.8061813116073608,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04117193818092346
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.46601226925849915,1.0,0.3333333432674408,0.1666666716337204,0.1666666716337204,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.9760092496871948,0.9760092496871948,0.5110765099525452,0.9760092496871948,2.2724486181679993e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02399078942835331
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2631579041481018,0.2813863754272461,0.27892643213272095,0.27892643213272095,1.0,0.01989283785223961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02235277369618416
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5136054158210754,1.0,0.7954931855201721,0.49659863114356995,0.7240646481513977,0.9723639488220215,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9285714030265808
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.33287474513053894,0.7775528430938721,0.7709200978279114,0.378161758184433,0.04348048195242882,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.014588036574423313
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4
>> > +progress: 0.1794871836900711
>> > +index_to_evict: 32
>> > +reward: 0.0
>> > +observation: 14
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384615659713745,1.0,0.23076923191547394,0.38461539149284363,0.692307710647583,0.5384615659713745,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05128205195069313
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.16428154706954956,0.39283931255340576,0.15784737467765808,0.03242195025086403,1.0,0.011257563717663288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.6381911018686912e-12
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9071193337440491,0.28766530752182007,0.07705120742321014,1.0,0.03852560371160507,0.19948309659957886,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02568373642861843
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.029022665694355965,0.07131929695606232,1.0,0.0,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9434669613838196,0.0,1.0,1.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9434669613838196,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.037832320083254e-11
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.7152887582778931,0.7152887582778931,0.35764437913894653,0.35764437913894653,0.35764437913894653,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7152887582778931
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.6365708112716675,0.6365708112716675,0.3333333432674408,0.6365708112716675,1.482131917196483e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.778997310048936e-10
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2631579041481018,0.2813863754272461,0.27892643213272095,0.27892643213272095,1.0,0.01989283785223961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02235277369618416
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2868386507034302,0.8150415420532227,0.8181023001670837,0.510712742805481,0.7446436285972595,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9567118287086487
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.33287474513053894,0.7775528430938721,0.7709200978279114,0.378161758184433,0.04348048195242882,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.008057275786995888
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4
>> > +progress: 0.1538461595773697
>> > +index_to_evict: 32
>> > +reward: 0.0
>> > +observation: 15
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.4375,1.0,0.1875,0.3125,0.5625,0.4375,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0416666679084301
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.16428154706954956,0.44343796372413635,0.15784737467765808,0.03242195025086403,1.0,0.011257563717663288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.00294744991697371
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9071193337440491,0.5188189148902893,0.07705120742321014,1.0,0.03852560371160507,0.19948309659957886,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02568373642861843
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.029022665694355965,0.07131929695606232,1.0,0.0,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9434669613838196,0.0,1.0,1.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7606054544448853,1.0,0.0,0.8061813116073608,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.021535413339734077
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.46601226925849915,1.0,0.3333333432674408,0.1666666716337204,0.1666666716337204,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.6365708112716675,0.6365708112716675,0.3333333432674408,0.6365708112716675,1.482131917196483e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.6365708112716675
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2631579041481018,0.2813863754272461,0.27892643213272095,0.27892643213272095,1.0,0.01989283785223961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02235277369618416
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2789115607738495,1.0,0.7954931855201721,0.49659863114356995,0.7240646481513977,0.9723639488220215,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8516156673431396
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.33287474513053894,0.7775528430938721,0.7709200978279114,0.378161758184433,0.04348048195242882,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.007043481804430485
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4
>> > +progress: 0.10256410390138626
>> > +index_to_evict: 32
>> > +reward: 0.0
>> > +observation: 16
>> > +mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +is_free: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_urgent: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +nr_broken_hints: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
>> > +is_hint: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +is_local: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
>> > +nr_rematerializable: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +nr_defs_and_uses: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.4375,1.0,0.1875,0.3125,0.5625,0.4375,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0416666679084301
>> > +weighed_reads_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.16428154706954956,0.44343796372413635,0.15784737467765808,0.03242195025086403,1.0,0.011257563717663288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.00294744991697371
>> > +weighed_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9071193337440491,0.5188189148902893,0.07705120742321014,1.0,0.03852560371160507,0.19948309659957886,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02568373642861843
>> > +weighed_read_writes_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.029022665694355965,0.07131929695606232,1.0,0.0,0.0,3.113496960249762e-11,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +weighed_indvars_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9434669613838196,0.0,1.0,1.0,0.0,0.07131929695606232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
>> > +hint_weights_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7606054544448853,1.0,0.0,0.8061813116073608,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.021535413339734077
>> > +start_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.46601226925849915,1.0,0.3333333432674408,0.1666666716337204,0.1666666716337204,0.1666666716337204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3333333432674408
>> > +end_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.6365708112716675,0.6365708112716675,0.3333333432674408,0.6365708112716675,1.482131917196483e-10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.6365708112716675
>> > +hottest_bb_freq_by_max: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2631579041481018,0.2813863754272461,0.27892643213272095,0.27892643213272095,1.0,0.01989283785223961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02235277369618416
>> > +liverange_size: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.2789115607738495,1.0,0.7954931855201721,0.49659863114356995,0.7240646481513977,0.9723639488220215,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8524659872055054
>> > +use_def_density: 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.33287474513053894,0.7775528430938721,0.7709200978279114,0.378161758184433,0.04348048195242882,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.007036312483251095
>> > +max_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4
>> > +min_stage: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4
>> > +progress: 0.07692307978868484
>> > +index_to_evict: 32
>> > +reward: 36.64127731323242
>> > 
>> > diff  --git a/llvm/test/CodeGen/MLRegalloc/Inputs/reference-prio-log-noml.txt b/llvm/test/CodeGen/MLRegalloc/Inputs/reference-prio-log-noml.txt
>> > index 719e330818dc6..2d43fcbfd0f9b 100644
>> > --- a/llvm/test/CodeGen/MLRegalloc/Inputs/reference-prio-log-noml.txt
>> > +++ b/llvm/test/CodeGen/MLRegalloc/Inputs/reference-prio-log-noml.txt
>> > @@ -1,351 +1,403 @@
>> > -fields {
>> > - key: "SyFgets"
>> > - value {
>> > - string_value: "feature_lists {
>> > - feature_list {
>> > - key: \"li_size\"  value {
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
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>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
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>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }  }  }
>> > - feature_list {
>> > - key: \"priority\"  value {
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>> > - feature {  float_list {  value: 2.68435814e+09  }  }
>> > - feature {  float_list {  value: 2.68435866e+09  }  }
>> > - feature {  float_list {  value: 2.68435789e+09  }  }
>> > - feature {  float_list {  value: 3.75810074e+09  }  }
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>> > - feature {  float_list {  value: 2.68435814e+09  }  }
>> > - feature {  float_list {  value: 2.14748493e+09  }  }
>> > - feature {  float_list {  value: 2.14748493e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.68435763e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.14748467e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
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>> > - feature {  float_list {  value: 2.68435763e+09  }  }
>> > - feature {  float_list {  value: 2.1474839e+09  }  }
>> > - feature {  float_list {  value: 2.1474839e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.1474839e+09  }  }
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>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.14748365e+09  }  }
>> > - feature {  float_list {  value: 2.14748493e+09  }  }
>> > - feature {  float_list {  value: 2.14748493e+09  }  }
>> > - feature {  float_list {  value: 2.68435814e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.68435584e+09  }  }
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>> > - feature {  float_list {  value: 2.68435482e+09  }  }
>> > - feature {  float_list {  value: 2.68435763e+09  }  }
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>> > - feature {  float_list {  value: 2.14748365e+09  }  }
>> > - feature {  float_list {  value: 2.68435814e+09  }  }
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>> > - feature {  float_list {  value: 2.68435814e+09  }  }
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>> > - feature {  float_list {  value: 3534  }  }
>> > - feature {  float_list {  value: 2974  }  }
>> > - feature {  float_list {  value: 2958  }  }
>> > - feature {  float_list {  value: 3.75809946e+09  }  }
>> > - feature {  float_list {  value: 2.68435866e+09  }  }
>> > - feature {  float_list {  value: 3998  }  }
>> > - feature {  float_list {  value: 3.75810074e+09  }  }
>> > - feature {  float_list {  value: 4336  }  }
>> > - feature {  float_list {  value: 2.6843584e+09  }  }
>> > - feature {  float_list {  value: 3.75809664e+09  }  }
>> > - feature {  float_list {  value: 2.68435482e+09  }  }
>> > - feature {  float_list {  value: 2.68435814e+09  }  }
>> > - feature {  float_list {  value: 2.68435482e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.68435814e+09  }  }
>> > - feature {  float_list {  value: 2.14748493e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.68435814e+09  }  }
>> > - feature {  float_list {  value: 2.14748493e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }
>> > - feature {  float_list {  value: 2.68435456e+09  }  }  }  }
>> > - feature_list {
>> > - key: \"reward\"  value {
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>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
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>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
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>> > - feature {  float_list {  value: 0  }  }
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>> > - feature {  float_list {  value: 0  }  }
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>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
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>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 0  }  }
>> > - feature {  float_list {  value: 36.6412773  }  }  }  }
>> > - feature_list {
>> > - key: \"stage\"  value {
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
>> > - feature {  int64_list {  value: 0  }  }
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>> > 
>> > diff  --git a/llvm/test/CodeGen/MLRegalloc/dev-mode-extra-features-logging.ll b/llvm/test/CodeGen/MLRegalloc/dev-mode-extra-features-logging.ll
>> > index b7009ed8ac564..89ee30bde7fbf 100644
>> > --- a/llvm/test/CodeGen/MLRegalloc/dev-mode-extra-features-logging.ll
>> > +++ b/llvm/test/CodeGen/MLRegalloc/dev-mode-extra-features-logging.ll
>> > @@ -6,61 +6,43 @@
>> > ;
>> > ; RUN: llc -o /dev/null -mtriple=x86_64-linux-unknown -regalloc=greedy \
>> > ; RUN:   -regalloc-enable-advisor=development \
>> > -; RUN:   -regalloc-training-log=%t1 -tfutils-text-log \
>> > +; RUN:   -regalloc-training-log=%t1 \
>> > ; RUN:   -regalloc-enable-development-features < %S/Inputs/input.ll
>> > -; RUN: sed -i 's/ \+/ /g' %t1
>> > -; RUN: sed -i 's/\\n key:/\n key:/g' %t1
>> > -; RUN: sed -i 's/\\n feature/\n feature/g' %t1
>> > -; RUN: sed -i 's/\\n/ /g' %t1
>> > -; RUN: FileCheck --input-file %t1 %s
>> > +; RUN: %python %S/../../../lib/Analysis/models/log_reader.py %t1 > %t1.readable
>> > +; RUN: FileCheck --input-file %t1.readable %s
>> > 
>> > ; RUN: rm -rf %t && mkdir %t
>> > ; RUN: %python %S/../../../lib/Analysis/models/gen-regalloc-eviction-test-model.py %t_savedmodel
>> > ; RUN: %python %S/../../../lib/Analysis/models/saved-model-to-tflite.py %t_savedmodel %t
>> > ; RUN: llc -o /dev/null -mtriple=x86_64-linux-unknown -regalloc=greedy \
>> > ; RUN:   -regalloc-enable-advisor=development \
>> > -; RUN:   -regalloc-training-log=%t2 -tfutils-text-log -regalloc-model=%t \
>> > +; RUN:   -regalloc-training-log=%t2 -regalloc-model=%t \
>> > ; RUN:   -regalloc-enable-development-features < %S/Inputs/input.ll
>> > -; RUN: sed -i 's/ \+/ /g' %t2
>> > -; RUN: sed -i 's/\\n key:/\n key:/g' %t2
>> > -; RUN: sed -i 's/\\n feature/\n feature/g' %t2
>> > -; RUN: sed -i 's/\\n/ /g' %t2
>> > -; RUN: FileCheck --input-file %t2 %s
>> > +; RUN: %python %S/../../../lib/Analysis/models/log_reader.py %t2 > %t2.readable
>> > +; RUN: FileCheck --input-file %t2.readable %s
>> > 
>> > ; CHECK-NOT: nan
>> > -; CHECK-LABEL: key: \"instructions\"
>> > ; Check the first five opcodes in the first eviction problem
>> > -; CHECK-NEXT: value: 19
>> > -; CHECK-SAME: value: {{([0-9]{4})}}
>> > -; CHECK-SAME: value: 12{{([0-9]{2})}}
>> > -; CHECK-SAME: value: 12{{([0-9]{2})}}
>> > -; The first eviction problem is significantly less than 300 instructions. Check
>> > -; that there is a zero value
>> > -; CHECK-SAME: value: 0
>> > +; Also, the first eviction problem is significantly less than 300 instructions. Check
>> > +; that there is a zero value.
>> > +; Note: we're regex-ing some of the opcodes to avoid test flakyness.
>> > +; CHECK: instructions: 19,{{([0-9]{4})}},12{{([0-9]{2})}},12{{([0-9]{2})}},{{.*}},0,
>> > ; Only the candidate virtreg and the 10th LR are included in this problem. Make
>> > -; sure the other LRs have values of zero.
>> > -; CHECK-LABEL: key: \"instructions_mapping\"
>> > -; CHECK-COUNT-2700: value: 0
>> > -; CHECK-SAME: value: 1
>> > +; sure the other LRs have values of zero. There are 2700 0s followed by some 1s.
>> > +; There's a limit to how many repetitions can be matched.
>> > +; CHECK: instructions_mapping: {{(((0,){27}){100})}}
>> > +; CHECK-SAME: 1
>> > ; Indexing 300 back from where the candidate vr actual resides due to the fact
>> > ; that not all the values between the 10th LR and the candidate are zero.
>> > -; CHECK-COUNT-6600: value: 0
>> > -; CHECK-SAME: value: 1
>> > +; CHECK-SAME-COUNT-6600: 0,
>> > +; CHECK-SAME: 1
>> > ; Ensure that we can still go through the mapping matrices for the rest of the
>> > ; eviction problems to make sure we haven't hit the end of the matrix above.
>> > ; There are a total of 23 eviction problems with this test.
>> > -; CHECK-COUNT-15: int64_list
>> > -; CHECK: key: \"is_free\"
>> > +; CHECK-LABEL: observation: 16
>> > ; Make sure that we're exporting the mbb_frequencies. Don't actually check
>> > ; values due to all values being floating point/liable to change very easily.
>> > -; CHECK: key: \"mbb_frequencies\"
>> > +; CHECK: mbb_frequencies:
>> > ; Make sure that we have the mbb_mapping feature, and that the first couple
>> > ; of values are correct.
>> > -; CHECK: key: \"mbb_mapping\"
>> > -; CHECK-NEXT: 0
>> > -; CHECK-SAME: 0
>> > -; CHECK-SAME: 0
>> > -; CHECK-SAME: 0
>> > -; CHECK-SAME: 0
>> > -; CHECK-SAME: 1
>> > -; CHECK-SAME: 1
>> > +; CHECK: mbb_mapping: 0,0,0,0,0,1,1
>> > 
>> > diff  --git a/llvm/test/CodeGen/MLRegalloc/dev-mode-log-2-fcts.ll b/llvm/test/CodeGen/MLRegalloc/dev-mode-log-2-fcts.ll
>> > index c53da24410e4d..aeda97156fc64 100644
>> > --- a/llvm/test/CodeGen/MLRegalloc/dev-mode-log-2-fcts.ll
>> > +++ b/llvm/test/CodeGen/MLRegalloc/dev-mode-log-2-fcts.ll
>> > @@ -4,22 +4,14 @@
>> > ; Check that we can log more than 1 function.
>> > ;
>> > ; RUN: llc -mtriple=x86_64-linux-unknown -regalloc=greedy -regalloc-enable-advisor=development \
>> > -; RUN:   -regalloc-training-log=%t1 -tfutils-text-log < %s
>> > -; RUN: sed -i 's/ \+/ /g' %t1
>> > -; RUN: sed -i 's/\\n key:/\n key:/g' %t1
>> > -; RUN: sed -i 's/\\n feature/\n feature/g' %t1
>> > -; RUN: sed -i 's/\\n/ /g' %t1
>> > +; RUN:   -regalloc-training-log=%t1 < %s
>> > ; RUN: FileCheck --input-file %t1 %s
>> > 
>> > ; RUN: rm -rf %t %t_savedmodel
>> > ; RUN: %python %S/../../../lib/Analysis/models/gen-regalloc-eviction-test-model.py %t_savedmodel
>> > ; RUN: %python %S/../../../lib/Analysis/models/saved-model-to-tflite.py %t_savedmodel %t
>> > ; RUN: llc -mtriple=x86_64-linux-unknown -regalloc=greedy -regalloc-enable-advisor=development \
>> > -; RUN:   -regalloc-training-log=%t2 -tfutils-text-log -regalloc-model=%t < %s
>> > -; RUN: sed -i 's/ \+/ /g' %t2
>> > -; RUN: sed -i 's/\\n key:/\n key:/g' %t2
>> > -; RUN: sed -i 's/\\n feature/\n feature/g' %t2
>> > -; RUN: sed -i 's/\\n/ /g' %t2
>> > +; RUN:   -regalloc-training-log=%t2 -regalloc-model=%t < %s
>> > ; RUN: FileCheck --input-file %t2 %s
>> > 
>> > declare void @f();
>> > @@ -37,8 +29,8 @@ define void @f2(i64 %lhs, i64 %rhs, i64* %addr) !prof !16 {
>> >   ret void
>> > }
>> > 
>> > -; CHECK:  key: "f1"
>> > -; CHECK:  key: "f2"
>> > +; CHECK:  {"context":"f1"}
>> > +; CHECK:  {"context":"f2"}
>> > 
>> > !llvm.module.flags = !{!1}
>> > !1 = !{i32 1, !"ProfileSummary", !2}
>> > 
>> > diff  --git a/llvm/test/CodeGen/MLRegalloc/dev-mode-logging.ll b/llvm/test/CodeGen/MLRegalloc/dev-mode-logging.ll
>> > index c73a71c7bc32c..d60f563c2741f 100644
>> > --- a/llvm/test/CodeGen/MLRegalloc/dev-mode-logging.ll
>> > +++ b/llvm/test/CodeGen/MLRegalloc/dev-mode-logging.ll
>> > @@ -4,51 +4,47 @@
>> > ; Check that we log correctly, both with a learned policy, and the default policy
>> > ;
>> > ; RUN: llc -o /dev/null -mtriple=x86_64-linux-unknown -regalloc=greedy \
>> > -; RUN:   -regalloc-enable-advisor=development -regalloc-training-log=%t1 \
>> > -; RUN:   -tfutils-text-log < %S/Inputs/input.ll
>> > -; RUN: sed -i 's/ \+/ /g' %t1
>> > -; RUN: sed -i 's/\\n key:/\n key:/g' %t1
>> > -; RUN: sed -i 's/\\n feature/\n feature/g' %t1
>> > -; RUN: sed -i 's/\\n/ /g' %t1
>> > -; RUN: FileCheck --input-file %t1 %s --check-prefixes=CHECK,NOML
>> > -; RUN: 
>> > diff  %t1 %S/Inputs/reference-log-noml.txt
>> > +; RUN:   -regalloc-enable-advisor=development -regalloc-training-log=%t1 < %S/Inputs/input.ll
>> > +; RUN: %python %S/../../../lib/Analysis/models/log_reader.py %t1 > %t1.readable
>> > +; RUN: FileCheck --input-file %t1.readable %s --check-prefixes=CHECK,NOML
>> > +; RUN: 
>> > diff  %t1.readable %S/Inputs/reference-log-noml.txt
>> > 
>> > ; RUN: rm -rf %t_savedmodel %t
>> > ; RUN: %python %S/../../../lib/Analysis/models/gen-regalloc-eviction-test-model.py %t_savedmodel
>> > ; RUN: %python %S/../../../lib/Analysis/models/saved-model-to-tflite.py %t_savedmodel %t
>> > ; RUN: llc -o /dev/null -mtriple=x86_64-linux-unknown -regalloc=greedy \
>> > ; RUN:   -regalloc-enable-advisor=development -regalloc-training-log=%t2 \
>> > -; RUN:   -tfutils-text-log -regalloc-model=%t < %S/Inputs/input.ll
>> > -; RUN: sed -i 's/ \+/ /g' %t2
>> > -; RUN: sed -i 's/\\n key:/\n key:/g' %t2
>> > -; RUN: sed -i 's/\\n feature/\n feature/g' %t2
>> > -; RUN: sed -i 's/\\n/ /g' %t2
>> > -; RUN: FileCheck --input-file %t2 %s --check-prefixes=CHECK,ML
>> > +; RUN:   -regalloc-model=%t < %S/Inputs/input.ll
>> > +; RUN: %python %S/../../../lib/Analysis/models/log_reader.py %t2 > %t2.readable
>> > +; RUN: FileCheck --input-file %t2.readable %s --check-prefixes=CHECK,ML
>> > 
>> > ; RUN: llc -o /dev/null -mtriple=x86_64-linux-unknown -regalloc=greedy \
>> > -; RUN:   -regalloc-enable-advisor=development -regalloc-training-log=%t3.log \
>> > -; RUN:   -tfutils-use-simplelogger < %S/Inputs/two-large-fcts.ll
>> > -; RUN: %python %S/../../../lib/Analysis/models/log_reader.py %t3.log | FileCheck %s --check-prefixes=CHECK-LOG
>> > +; RUN:   -regalloc-enable-advisor=development -regalloc-training-log=%t3.log < %S/Inputs/two-large-fcts.ll
>> > +; RUN: %python %S/../../../lib/Analysis/models/log_reader.py %t3.log | FileCheck %s --check-prefixes=CHECK-TWO-FCTS
>> > 
>> > ; CHECK-NOT: nan
>> > -; CHECK-LABEL: key: \"index_to_evict\"
>> > -; ML-NEXT:    value: 9
>> > -; NOML-NEXT:  value: 12
>> > -; CHECK-LABEL: key: \"reward\"
>> > -; ML:   value: 37.06
>> > -; NOML: value: 36.64
>> > -; CHECK-NEXT: feature_list
>> > -; CHECK-NEXT: key: \"start_bb_freq_by_max\"
>> > +; CHECK-LABEL: context: SyFgets
>> > +; CHECK-NEXT: observation: 0
>> > +; ML: index_to_evict: 9
>> > +; NOML: index_to_evict: 12
>> > +; CHECK-NEXT: reward: 0
>> > +; CHECK-NEXT: observation: 1
>> > +; CHECK-NEXT: mask:
>> > +; NOML:      observation: 16
>> > +; ML:      observation: 83
>> > +; ML: reward: 37.06
>> > +; NOML: reward: 36.64
>> > 
>> > -; CHECK-LOG: context: SyFgetsCopy
>> > -; CHECK-LOG-NEXT: observation: 0
>> > -; CHECK-LOG-NEXT: mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > -; CHECK-LOG: index_to_evict: 12
>> > -; CHECK-LOG: observation: 16
>> > -; CHECK-LOG: reward: 36.64
>> > -; CHECK-LOG: context: SyFgets
>> > -; CHECK-LOG-NEXT: observation: 0
>> > -; CHECK-LOG-NEXT: mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > -; CHECK-LOG: index_to_evict: 12
>> > -; CHECK-LOG: observation: 16
>> > -; CHECK-LOG: reward: 36.64
>> > +
>> > +; CHECK-TWO-FCTS: context: SyFgetsCopy
>> > +; CHECK-TWO-FCTS-NEXT: observation: 0
>> > +; CHECK-TWO-FCTS-NEXT: mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +; CHECK-TWO-FCTS: index_to_evict: 12
>> > +; CHECK-TWO-FCTS: observation: 16
>> > +; CHECK-TWO-FCTS: reward: 36.64
>> > +; CHECK-TWO-FCTS: context: SyFgets
>> > +; CHECK-TWO-FCTS-NEXT: observation: 0
>> > +; CHECK-TWO-FCTS-NEXT: mask: 0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
>> > +; CHECK-TWO-FCTS: index_to_evict: 12
>> > +; CHECK-TWO-FCTS: observation: 16
>> > +; CHECK-TWO-FCTS: reward: 36.64
>> > 
>> > diff  --git a/llvm/test/CodeGen/MLRegalloc/dev-mode-prio-logging.ll b/llvm/test/CodeGen/MLRegalloc/dev-mode-prio-logging.ll
>> > index 79bf2c73daad1..3257195d8cbc6 100644
>> > --- a/llvm/test/CodeGen/MLRegalloc/dev-mode-prio-logging.ll
>> > +++ b/llvm/test/CodeGen/MLRegalloc/dev-mode-prio-logging.ll
>> > @@ -5,30 +5,24 @@
>> > ;
>> > ; RUN: llc -o /dev/null -mtriple=x86_64-linux-unknown -regalloc=greedy \
>> > ; RUN:   -regalloc-enable-priority-advisor=development \
>> > -; RUN:   -regalloc-priority-training-log=%t1 -tfutils-text-log \
>> > +; RUN:   -regalloc-priority-training-log=%t1 \
>> > ; RUN:   < %S/Inputs/input.ll
>> > -; RUN: sed -i 's/ \+/ /g' %t1
>> > -; RUN: sed -i 's/\\n key:/\n key:/g' %t1
>> > -; RUN: sed -i 's/\\n feature/\n feature/g' %t1
>> > -; RUN: sed -i 's/\\n/ /g' %t1
>> > -; RUN: FileCheck --input-file %t1 %s --check-prefixes=CHECK,NOML
>> > -; RUN: 
>> > diff  %t1 %S/Inputs/reference-prio-log-noml.txt
>> > +; RUN: %python %S/../../../lib/Analysis/models/log_reader.py %t1 > %t1.readable
>> > +; RUN: FileCheck --input-file %t1.readable %s --check-prefixes=CHECK,NOML
>> > +; RUN: 
>> > diff  %t1.readable %S/Inputs/reference-prio-log-noml.txt
>> > 
>> > ; RUN: rm -rf %t && mkdir %t
>> > ; RUN: %python %S/../../../lib/Analysis/models/gen-regalloc-priority-test-model.py %t_savedmodel
>> > ; RUN: %python %S/../../../lib/Analysis/models/saved-model-to-tflite.py %t_savedmodel %t
>> > ; RUN: llc -o /dev/null -mtriple=x86_64-linux-unknown -regalloc=greedy \
>> > ; RUN:   -regalloc-enable-priority-advisor=development \
>> > -; RUN:   -regalloc-priority-training-log=%t2 -tfutils-text-log \
>> > +; RUN:   -regalloc-priority-training-log=%t2 \
>> > ; RUN:   -regalloc-priority-model=%t < %S/Inputs/input.ll
>> > -; RUN: sed -i 's/ \+/ /g' %t2
>> > -; RUN: sed -i 's/\\n key:/\n key:/g' %t2
>> > -; RUN: sed -i 's/\\n feature/\n feature/g' %t2
>> > -; RUN: sed -i 's/\\n/ /g' %t2
>> > -; RUN: FileCheck --input-file %t2 %s --check-prefixes=CHECK,ML
>> > +; RUN: %python %S/../../../lib/Analysis/models/log_reader.py %t2 > %t2.readable
>> > +; RUN: FileCheck --input-file %t2.readable %s --check-prefixes=CHECK,ML
>> > 
>> > ; CHECK-NOT: nan
>> > -; CHECK-LABEL: key: \"priority\"
>> > -; NOML-NEXT: feature {  float_list {  value: 2.68435814e+09  }  }
>> > -; ML-NEXT: feature {  float_list {  value: 3551  }  }
>> > -; CHECK-LABEL: key: \"reward\"
>> > +; CHECK-LABEL: priority:
>> > +; NOML-SAME: 2684358144.0
>> > +; ML-SAME: 3551
>> > +; CHECK-LABEL: reward:
>> > 
>> > diff  --git a/llvm/test/Transforms/Inline/ML/bounds-checks-rewards.ll b/llvm/test/Transforms/Inline/ML/bounds-checks-rewards.ll
>> > index a78f4523b2137..0cd61c8a232d9 100644
>> > --- a/llvm/test/Transforms/Inline/ML/bounds-checks-rewards.ll
>> > +++ b/llvm/test/Transforms/Inline/ML/bounds-checks-rewards.ll
>> > @@ -13,18 +13,22 @@
>> > ; RUN: %python %S/../../../../lib/Analysis/models/saved-model-to-tflite.py %t_savedmodel %t
>> > ;
>> > ; When the bounds are very wide ("no bounds"), all inlinings happen.
>> > -; RUN: opt -passes=scc-oz-module-inliner -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -ml-inliner-model-under-training=%t -training-log=- -tfutils-text-log -enable-ml-inliner=development -ml-advisor-size-increase-threshold=10.0 -S < %s 2>&1 | FileCheck %s --check-prefix=CHECK --check-prefix=NOBOUNDS
>> > +; RUN: opt -passes=scc-oz-module-inliner -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -ml-inliner-model-under-training=%t -training-log=%t1 -enable-ml-inliner=development -ml-advisor-size-increase-threshold=10.0 -S < %s | FileCheck %s --check-prefixes=NOBOUNDS-OUT,CHECK
>> > +; RUN: %python %S/../../../../lib/Analysis/models/log_reader.py %t1 | FileCheck %s --check-prefix=NOBOUNDS
>> > ;
>> > ; When the bounds are very restrictive, the first inlining happens but it's
>> > ; considered as "bad" (since it trips over the bounds) and its reward is a
>> > ; penalty. However, the mandatory inlining, which is considered next, happens.
>> > ; No other inlinings happend.
>> > -; RUN: opt -passes=scc-oz-module-inliner -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -ml-inliner-model-under-training=%t -training-log=- -tfutils-text-log -enable-ml-inliner=development -ml-advisor-size-increase-threshold=1.0 -S < %s 2>&1 | FileCheck %s --check-prefix=CHECK --check-prefix=BOUNDS
>> > +; RUN: opt -passes=scc-oz-module-inliner -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -ml-inliner-model-under-training=%t -training-log=%t2 -enable-ml-inliner=development -ml-advisor-size-increase-threshold=1.0 -S < %s | FileCheck %s --check-prefixes=BOUNDS-OUT,CHECK
>> > +; RUN: %python %S/../../../../lib/Analysis/models/log_reader.py %t2 | FileCheck %s --check-prefix=BOUNDS
>> > ;
>> > ; With more restrictive bounds, the first inlining happens and is OK. The
>> > ; mandatory inlining happens next, and it trips over the bounds, which then
>> > ; forces no further inlinings.
>> > -; RUN: opt -passes=scc-oz-module-inliner -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -ml-inliner-model-under-training=%t -training-log=- -tfutils-text-log -enable-ml-inliner=development -ml-advisor-size-increase-threshold=1.1 -S < %s 2>&1 | FileCheck %s --check-prefix=CHECK --check-prefix=RELAXED-BOUNDS
>> > +; RUN: opt -passes=scc-oz-module-inliner -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -ml-inliner-model-under-training=%t -training-log=%t3 -enable-ml-inliner=development -ml-advisor-size-increase-threshold=1.1 -S < %s | FileCheck %s --check-prefixes=RELAXED-BOUNDS-OUT,CHECK
>> > +; RUN: %python %S/../../../../lib/Analysis/models/log_reader.py %t3 | FileCheck %s --check-prefix=RELAXED-BOUNDS
>> > +
>> > target datalayout = "e-m:e-p270:32:32-p271:32:32-p272:64:64-i64:64-f80:128-n8:16:32:64-S128"
>> > target triple = "x86_64-grtev4-linux-gnu"
>> > declare i64 @f1()
>> > @@ -47,29 +51,22 @@ define i64 @top() {
>> >   ret i64 %r5
>> > }
>> > attributes #0 = { alwaysinline }
>> > -; CHECK:       key: "delta_size"
>> > -; CHECK-NEXT:     value {
>> > -; CHECK-NEXT:       feature {
>> > -; CHECK-NEXT:         int64_list {
>> > -; NOBOUNDS-NEXT:        value: 6
>> > -; RELAXED-BOUNDS-NEXT:  value: 6
>> > -; NOBOUNDS-NEXT:      }
>> > -; NOBOUNDS-NEXT:    }
>> > -; NOBOUNDS-NEXT:    feature {
>> > -; NOBOUNDS-NEXT:      int64_list {
>> > -; NOBOUNDS-NEXT:        value: -11
>> > -; NOBOUNDS-NEXT:      }
>> > -; NOBOUNDS-NEXT:    }
>> > -; NOBOUNDS-NEXT:    feature {
>> > -; NOBOUNDS-NEXT:      int64_list {
>> > -; NOBOUNDS-NEXT:        value: 4
>> > -; BOUNDS-NEXT:          value: 2147483647 <tel:(214)%20748-3647>
>> > -; CHECK-NEXT:         }
>> > +; NOBOUNDS: observation: 0
>> > +; NOBOUNDS: delta_size: 6
>> > +; RELAXED-BOUNDS: delta_size: 6
>> > +; BOUNDS: delta_size: 2147483647 <tel:(214)%20748-3647>
>> > +; NOBOUNDS: observation: 1
>> > +; BOUNDS-NOT: observation
>> > +; RELAXED-BOUNDS-NOT: observation
>> > +; NOBOUNDS: delta_size: -11
>> > +; NOBOUNDS: observation: 2
>> > +; NOBOUNDS: delta_size: 4
>> > +
>> > ; CHECK-LABEL: @top
>> > ; must_be_inlined must always be inlined, so we won't find a call to it in @top()
>> > ; CHECK-NOT: call i64 @must_be_inlined
>> > ; @some-function isn't mandatory, and when we set the increase threshold too low,
>> > ; it won't be inlined.
>> > -; NOBOUNDS-NOT: @may_not_be_inlined
>> > -; RELAXED-BOUNDS: call i64 @may_not_be_inlined
>> > -; BOUNDS: call i64 @may_not_be_inlined
>> > +; NOBOUNDS-OUT-NOT: @may_not_be_inlined
>> > +; RELAXED-BOUNDS-OUT: call i64 @may_not_be_inlined
>> > +; BOUNDS-OUT: call i64 @may_not_be_inlined
>> > 
>> > diff  --git a/llvm/test/Transforms/Inline/ML/dev-mode-log-deleted.ll b/llvm/test/Transforms/Inline/ML/dev-mode-log-deleted.ll
>> > index 4a389a8277684..50cedcc7efb09 100644
>> > --- a/llvm/test/Transforms/Inline/ML/dev-mode-log-deleted.ll
>> > +++ b/llvm/test/Transforms/Inline/ML/dev-mode-log-deleted.ll
>> > @@ -1,6 +1,7 @@
>> > ; REQUIRES: have_tflite
>> > ; RUN: opt -enable-ml-inliner=development -passes=scc-oz-module-inliner \
>> > -; RUN:     -training-log=- -tfutils-text-log  -S < %s | FileCheck %s 
>> > +; RUN:     -training-log=%t -S < %s 
>> > +; RUN: %python %S/../../../../lib/Analysis/models/log_reader.py %t | FileCheck %s 
>> > 
>> > define i32 @top() {
>> >     %a = call i32 @to_be_deleted()
>> > @@ -17,16 +18,7 @@ define i32 @externally_visible() {
>> >     ret i32 2
>> > }
>> > 
>> > -; CHECK:        key: "inlining_decision"
>> > -; CHECK-NEXT:   value {
>> > -; CHECK-NEXT:     feature {
>> > -; CHECK-NEXT:       int64_list {
>> > -; CHECK-NEXT:         value: 1
>> > -; CHECK-NEXT:       }
>> > -; CHECK-NEXT:     }
>> > -; CHECK-NEXT:     feature {
>> > -; CHECK-NEXT:       int64_list {
>> > -; CHECK-NEXT:         value: 1
>> > -; CHECK-NEXT:       }
>> > -; CHECK-NEXT:     }
>> > -; CHECK-NEXT:   }
>> > \ No newline at end of file
>> > +; CHECK: observation: 0
>> > +; CHECK: inlining_decision: 1
>> > +; CHECK: observation: 1
>> > +; CHECK: inlining_decision: 1
>> > 
>> > diff  --git a/llvm/test/Transforms/Inline/ML/development-training-log.ll b/llvm/test/Transforms/Inline/ML/development-training-log.ll
>> > index 5f942a310fa05..b53b6bc95ef11 100644
>> > --- a/llvm/test/Transforms/Inline/ML/development-training-log.ll
>> > +++ b/llvm/test/Transforms/Inline/ML/development-training-log.ll
>> > @@ -5,11 +5,16 @@
>> > ; RUN: %python %S/../../../../lib/Analysis/models/gen-inline-oz-test-model.py %t_savedmodel
>> > ; RUN: %python %S/../../../../lib/Analysis/models/saved-model-to-tflite.py %t_savedmodel %t
>> > ;
>> > -; RUN: opt -enable-ml-inliner=development -passes=scc-oz-module-inliner -training-log=- -tfutils-text-log -ml-inliner-model-under-training=%t -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -S < %s | FileCheck %s 
>> > -; RUN: opt -enable-ml-inliner=development -passes=scc-oz-module-inliner -training-log=- -tfutils-text-log -ml-inliner-model-under-training=%t -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -ml-inliner-output-spec-override=%S/Inputs/test_output_spec.json -S < %s | FileCheck %s --check-prefixes=EXTRA-OUTPUTS,CHECK
>> > -; RUN: opt -enable-ml-inliner=development -passes=scc-oz-module-inliner -training-log=- -tfutils-text-log -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -S < %s | FileCheck %s
>> > -; RUN: opt -enable-ml-inliner=development -passes=scc-oz-module-inliner -training-log=- -tfutils-text-log -ml-inliner-model-under-training=%t -S < %s | FileCheck %s --check-prefix=NOREWARD
>> > -; RUN: opt -enable-ml-inliner=development -passes=scc-oz-module-inliner -training-log=- -tfutils-text-log -S < %s | FileCheck %s --check-prefix=NOREWARD
>> > +; RUN: opt -enable-ml-inliner=development -passes=scc-oz-module-inliner -training-log=%t1 -ml-inliner-model-under-training=%t -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -S < %s
>> > +; RUN: %python %S/../../../../lib/Analysis/models/log_reader.py %t1 | FileCheck %s
>> > +; RUN: opt -enable-ml-inliner=development -passes=scc-oz-module-inliner -training-log=%t2 -ml-inliner-model-under-training=%t -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -ml-inliner-output-spec-override=%S/Inputs/test_output_spec.json -S < %s
>> > +; RUN: %python %S/../../../../lib/Analysis/models/log_reader.py %t2 | FileCheck %s --check-prefixes=EXTRA-OUTPUTS,CHECK
>> > +; RUN: opt -enable-ml-inliner=development -passes=scc-oz-module-inliner -training-log=%t3 -ml-inliner-ir2native-model=%S/../../../../unittests/Analysis/Inputs/ir2native_x86_64_model -S < %s
>> > +; RUN: %python %S/../../../../lib/Analysis/models/log_reader.py %t3 | FileCheck %s
>> > +; RUN: opt -enable-ml-inliner=development -passes=scc-oz-module-inliner -training-log=%t4 -ml-inliner-model-under-training=%t -S < %s
>> > +; RUN: %python %S/../../../../lib/Analysis/models/log_reader.py %t4 | FileCheck %s --check-prefix=NOREWARD
>> > +; RUN: opt -enable-ml-inliner=development -passes=scc-oz-module-inliner -training-log=%t5 -S < %s
>> > +; RUN: %python %S/../../../../lib/Analysis/models/log_reader.py %t5| FileCheck %s --check-prefix=NOREWARD
>> > target datalayout = "e-m:e-i64:64-f80:128-n8:16:32:64-S128"
>> > target triple = "x86_64-pc-linux-gnu"
>> > declare i32 @f1(i32)
>> > @@ -35,23 +40,9 @@ define dso_local i32 @top() {
>> > !llvm.ident = !{!1}
>> > !0 = !{i32 1, !"wchar_size", i32 4}
>> > !1 = !{!"clang version 7.0.0-6 (tags/RELEASE_700/final)"}
>> > -; Check we produce a protobuf that has inlining decisions and rewards.
>> > -; CHECK:                  key: "delta_size"
>> > -; CHECK-NEXT:               value {
>> > -; CHECK-NEXT:                 feature {
>> > -; CHECK-NEXT:                   int64_list {
>> > -; CHECK-NEXT:                     value: 0
>> > -; CHECK-NEXT:                   }
>> > -; CHECK-NEXT:                 }
>> > -; CHECK-NOT: fake_extra_output
>> > -; EXTRA-OUTPUTS:          key: "fake_extra_output"
>> > -; EXTRA-OUTPUTS-NEXT:       value {
>> > -; EXTRA-OUTPUTS-NEXT:         feature {
>> > -; EXTRA-OUTPUTS-NEXT:           int64_list {
>> > -; EXTRA-OUTPUTS-NEXT:             value: {{[0-9]+}}
>> > -; CHECK:                  key: "inlining_decision"
>> > -; CHECK-NEXT:               value {
>> > -; CHECK-NEXT:                 feature {
>> > -; CHECK-NEXT:                   int64_list {
>> > -; CHECK-NEXT:                     value: 1
>> > -; NOREWARD-NOT: key: "delta_size"
>> > +; Check we produce a log that has inlining decisions and rewards.
>> > +; CHECK-NOT:        fake_extra_output:
>> > +; EXTRA-OUTPUTS:    fake_extra_output: {{[0-9]+}}
>> > +; CHECK:            inlining_decision: 1
>> > +; CHECK:            delta_size: 0
>> > +; NOREWARD-NOT:     delta_size:
>> > 
>> > diff  --git a/llvm/test/Transforms/Inline/ML/ml-test-development-mode.ll b/llvm/test/Transforms/Inline/ML/ml-test-development-mode.ll
>> > index e5aece66f6dc9..89f6c9ceb2463 100644
>> > --- a/llvm/test/Transforms/Inline/ML/ml-test-development-mode.ll
>> > +++ b/llvm/test/Transforms/Inline/ML/ml-test-development-mode.ll
>> > @@ -12,7 +12,7 @@
>> > ; RUN: %python %S/../../../../lib/Analysis/models/saved-model-to-tflite.py %t_savedmodel %t
>> > ; RUN: opt -passes=scc-oz-module-inliner -enable-ml-inliner=default -S < %S/Inputs/test-module.ll 2>&1 | FileCheck %S/Inputs/test-module.ll --check-prefix=DEFAULT
>> > ; RUN: opt -passes=scc-oz-module-inliner -enable-ml-inliner=development -ml-inliner-model-under-training=%t -S < %S/Inputs/test-module.ll 2>&1 | FileCheck %S/Inputs/test-module.ll --check-prefix=CHECK
>> > -; RUN: opt -passes=scc-oz-module-inliner -enable-ml-inliner=development -training-log=%t.log -tfutils-use-simplelogger -S < %S/Inputs/test-module.ll 2>&1
>> > +; RUN: opt -passes=scc-oz-module-inliner -enable-ml-inliner=development -training-log=%t.log -S < %S/Inputs/test-module.ll 2>&1
>> > ; RUN: %python %S/../../../../lib/Analysis/models/log_reader.py %t.log | FileCheck %s --check-prefix=CHECK-LOG
>> > 
>> > CHECK-LOG: observation: 0
>> > 
>> > diff  --git a/llvm/unittests/Analysis/CMakeLists.txt b/llvm/unittests/Analysis/CMakeLists.txt
>> > index 02b59789660c4..7b9f942be6977 100644
>> > --- a/llvm/unittests/Analysis/CMakeLists.txt
>> > +++ b/llvm/unittests/Analysis/CMakeLists.txt
>> > @@ -57,7 +57,7 @@ set(ANALYSIS_TEST_SOURCES
>> > # complain about unused file.
>> > set(LLVM_OPTIONAL_SOURCES InlineAdvisorPlugin.cpp)
>> > 
>> > -set(MLGO_TESTS TFUtilsTest.cpp TrainingLoggerTest.cpp)
>> > +set(MLGO_TESTS TFUtilsTest.cpp)
>> > if (LLVM_HAVE_TFLITE)
>> >   LIST(APPEND ANALYSIS_TEST_SOURCES ${MLGO_TESTS})
>> > else()
>> > 
>> > diff  --git a/llvm/unittests/Analysis/TrainingLoggerTest.cpp b/llvm/unittests/Analysis/TrainingLoggerTest.cpp
>> > deleted file mode 100644
>> > index 07b9959cb8566..0000000000000
>> > --- a/llvm/unittests/Analysis/TrainingLoggerTest.cpp
>> > +++ /dev/null
>> > @@ -1,192 +0,0 @@
>> > -//===- TrainingLoggerTest.cpp - test for TrainingLogger -------------------===//
>> > -//
>> > -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
>> > -// See https://llvm.org/LICENSE.txt for license information.
>> > -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
>> > -//
>> > -//===----------------------------------------------------------------------===//
>> > -
>> > -#include "llvm/Analysis/Utils/TrainingLogger.h"
>> > -#include "google/protobuf/struct.pb.h"
>> > -#include "tensorflow/core/example/example.pb.h"
>> > -#include "tensorflow/core/example/feature.pb.h"
>> > -#include "llvm/Analysis/TensorSpec.h"
>> > -#include "llvm/AsmParser/Parser.h"
>> > -#include "llvm/IR/Dominators.h"
>> > -#include "llvm/IR/Instructions.h"
>> > -#include "llvm/IR/LLVMContext.h"
>> > -#include "llvm/IR/Module.h"
>> > -#include "llvm/Support/Path.h"
>> > -#include "llvm/Support/SourceMgr.h"
>> > -#include "llvm/Testing/Support/SupportHelpers.h"
>> > -#include "gtest/gtest.h"
>> > -
>> > -using namespace llvm;
>> > -
>> > -extern const char *TestMainArgv0;
>> > -
>> > -// NOTE! This test model is currently also used by test/Transforms/Inline/ML
>> > -// tests
>> > -//- relevant if updating this model.
>> > -
>> > -#define PROTO_CHECKER(FNAME, TYPE, INDEX, EXP)                                 \
>> > -  do {                                                                         \
>> > -    const auto &V = Expected.feature_lists()                                   \
>> > -                        .feature_list()                                        \
>> > -                        .at(FNAME)                                             \
>> > -                        .feature(INDEX)                                        \
>> > -                        .TYPE()                                                \
>> > -                        .value();                                              \
>> > -    for (auto I = 0; I < V.size(); ++I)                                        \
>> > -      EXPECT_EQ(V.at(I), EXP[I]);                                              \
>> > -  } while (false)
>> > -
>> > -TEST(TrainingLoggerTest, Logger) {
>> > -  std::vector<TensorSpec> Features{
>> > -      TensorSpec::createSpec<float>("the_float", {2, 3}),
>> > -      TensorSpec::createSpec<int64_t>("alternate_name", {2})};
>> > -
>> > -  auto Rewards = TensorSpec::createSpec<float>("reward", {1});
>> > -  Logger L(Features, Rewards, true);
>> > -  const float F00[]{0.0, 0.1, 0.2, 0.3, 0.4, 0.5};
>> > -  const int64_t F01[]{2, 3};
>> > -
>> > -  L.logFloatValue(0, F00);
>> > -  L.logInt64Value(1, F01);
>> > -  L.logFloatReward(3.4);
>> > -  const float F10[]{0.0, 1.0, 2.0, 3.0, 4.0, 5.0};
>> > -  const int64_t F11[]{-2, -3};
>> > -  L.logFloatValue(0, F10);
>> > -  L.logInt64Value(1, F11);
>> > -  L.logFloatReward(-3.0);
>> > -  std::string Result;
>> > -  raw_string_ostream OS(Result);
>> > -  L.flush(OS);
>> > -
>> > -  tensorflow::SequenceExample Expected;
>> > -  ASSERT_TRUE(Expected.ParseFromString(Result));
>> > -  PROTO_CHECKER("the_float", float_list, 0, F00);
>> > -  PROTO_CHECKER("the_float", float_list, 1, F10);
>> > -  PROTO_CHECKER("alternate_name", int64_list, 0, F01);
>> > -  PROTO_CHECKER("alternate_name", int64_list, 1, F11);
>> > -  float R0[]{3.4};
>> > -  float R1[]{-3.0};
>> > -  PROTO_CHECKER("reward", float_list, 0, R0);
>> > -  PROTO_CHECKER("reward", float_list, 1, R1);
>> > -}
>> > -
>> > -TEST(TrainingLoggerTest, LoggerInt32FeaturesAndReward) {
>> > -  std::vector<TensorSpec> Features{
>> > -      TensorSpec::createSpec<float>("the_float", {2, 3}),
>> > -      TensorSpec::createSpec<int32_t>("alternate_name", {2})};
>> > -
>> > -  auto Rewards = TensorSpec::createSpec<int32_t>("reward", {1});
>> > -  Logger L(Features, Rewards, true);
>> > -  const float F00[]{0.0, 0.1, 0.2, 0.3, 0.4, 0.5};
>> > -  const int32_t F01[]{2, 3};
>> > -
>> > -  L.logFloatValue(0, F00);
>> > -  L.logInt32Value(1, F01);
>> > -  L.logInt32Reward(3);
>> > -  const float F10[]{0.0, 1.0, 2.0, 3.0, 4.0, 5.0};
>> > -  const int32_t F11[]{-2, -3};
>> > -  L.logFloatValue(0, F10);
>> > -  L.logInt32Value(1, F11);
>> > -  L.logInt32Reward(-3);
>> > -  std::string Result;
>> > -  raw_string_ostream OS(Result);
>> > -  L.flush(OS);
>> > -
>> > -  tensorflow::SequenceExample Expected;
>> > -  ASSERT_TRUE(Expected.ParseFromString(Result));
>> > -  PROTO_CHECKER("the_float", float_list, 0, F00);
>> > -  PROTO_CHECKER("the_float", float_list, 1, F10);
>> > -  PROTO_CHECKER("alternate_name", int64_list, 0, F01);
>> > -  PROTO_CHECKER("alternate_name", int64_list, 1, F11);
>> > -  int32_t R0[]{3};
>> > -  int32_t R1[]{-3};
>> > -  PROTO_CHECKER("reward", int64_list, 0, R0);
>> > -  PROTO_CHECKER("reward", int64_list, 1, R1);
>> > -}
>> > -
>> > -TEST(TrainingLoggerTest, LoggerNoReward) {
>> > -  std::vector<TensorSpec> Features{
>> > -      TensorSpec::createSpec<float>("the_float", {2, 3}),
>> > -      TensorSpec::createSpec<int64_t>("alternate_name", {2})};
>> > -
>> > -  auto Rewards = TensorSpec::createSpec<float>("reward", {1});
>> > -  Logger L(Features, Rewards, false);
>> > -  const float F00[]{0.0, 0.1, 0.2, 0.3, 0.4, 0.5};
>> > -  const int64_t F01[]{2, 3};
>> > -
>> > -  L.logFloatValue(0, F00);
>> > -  L.logInt64Value(1, F01);
>> > -  const float F10[]{0.0, 1.0, 2.0, 3.0, 4.0, 5.0};
>> > -  const int64_t F11[]{-2, -3};
>> > -  L.logFloatValue(0, F10);
>> > -  L.logInt64Value(1, F11);
>> > -
>> > -  std::string Result;
>> > -  raw_string_ostream OS(Result);
>> > -  L.flush(OS);
>> > -  tensorflow::SequenceExample Expected;
>> > -  ASSERT_TRUE(Expected.ParseFromString(Result));
>> > -  PROTO_CHECKER("the_float", float_list, 0, F00);
>> > -  PROTO_CHECKER("the_float", float_list, 1, F10);
>> > -  PROTO_CHECKER("alternate_name", int64_list, 0, F01);
>> > -  PROTO_CHECKER("alternate_name", int64_list, 1, F11);
>> > -}
>> > -
>> > -TEST(TrainingLoggerTest, LoggerFinalReward) {
>> > -  std::vector<TensorSpec> Features{
>> > -      TensorSpec::createSpec<float>("the_float", {1}),
>> > -      TensorSpec::createSpec<int64_t>("the_int", {1})};
>> > -
>> > -  auto Rewards = TensorSpec::createSpec<float>("reward", {1});
>> > -  Logger L(Features, Rewards, true);
>> > -  for (int64_t I = 0; I < 3; ++I) {
>> > -    float F = static_cast<float>(I);
>> > -    L.logFloatValue(0, &F);
>> > -    L.logInt64Value(1, &I);
>> > -  }
>> > -  L.logFloatFinalReward(3.14);
>> > -  std::string Result;
>> > -  raw_string_ostream OS(Result);
>> > -  L.flush(OS);
>> > -  const float Zero[]{0.0};
>> > -  const float R[]{3.14};
>> > -  tensorflow::SequenceExample Expected;
>> > -  ASSERT_TRUE(Expected.ParseFromString(Result));
>> > -  PROTO_CHECKER("reward", float_list, 0, Zero);
>> > -  PROTO_CHECKER("reward", float_list, 1, Zero);
>> > -  PROTO_CHECKER("reward", float_list, 2, R);
>> > -}
>> > -
>> > -TEST(TrainingLoggerTest, LoggerGroup) {
>> > -  std::vector<TensorSpec> Features{
>> > -      TensorSpec::createSpec<float>("the_float", {1}),
>> > -      TensorSpec::createSpec<int64_t>("the_int", {1})};
>> > -
>> > -  auto Rewards = TensorSpec::createSpec<float>("reward", {1});
>> > -  StringMap<std::unique_ptr<Logger>> Loggers;
>> > -  std::vector<std::string> Names{"a", "b"};
>> > -  size_t Bump = 0;
>> > -  for (auto Name : Names) {
>> > -    auto L = std::make_unique<Logger>(Features, Rewards, true);
>> > -    for (int64_t I = 0; I < 3; ++I) {
>> > -      float F = static_cast<float>(I) + Bump;
>> > -      L->logFloatValue(0, &F);
>> > -      L->logInt64Value(1, &I);
>> > -    }
>> > -    L->logFloatFinalReward(3.14 + Bump);
>> > -    Loggers.insert(std::make_pair(Name, std::move(L)));
>> > -  }
>> > -  std::string Result;
>> > -  raw_string_ostream OS(Result);
>> > -  Logger::flushLogs(OS, Loggers);
>> > -  google::protobuf::Struct Expected;
>> > -  ASSERT_TRUE(Expected.ParseFromString(Result));
>> > -  EXPECT_EQ(Expected.fields_size(), 2);
>> > -  EXPECT_TRUE(Expected.fields().contains("a"));
>> > -  EXPECT_TRUE(Expected.fields().contains("b"));
>> > -}
>> > 
>> > 
>> > 
>> > _______________________________________________
>> > llvm-commits mailing list
>> > llvm-commits at lists.llvm.org <mailto:llvm-commits at lists.llvm.org>
>> > https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-commits
>> 

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