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

Mircea Trofin via llvm-commits llvm-commits at lists.llvm.org
Tue Jan 17 14:03:37 PST 2023


should be a trivial fix, will address asap

On Tue, Jan 17, 2023 at 2:02 PM Florian Hahn <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> 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  }  }
> > - 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 {  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 {
> > - feature {  float_list {  value: 2.68435814e+09  }  }
> > - 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  }  }
> > - feature {  float_list {  value: 3.7580969e+09  }  }
> > - feature {  float_list {  value: 2.14748518e+09  }  }
> > - feature {  float_list {  value: 2.14748493e+09  }  }
> > - 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  }  }
> > - feature {  float_list {  value: 2.68435763e+09  }  }
> > - 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  }  }
> > - feature {  float_list {  value: 3.22122547e+09  }  }
> > - 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  }  }
> > - feature {  float_list {  value: 2.68435482e+09  }  }
> > - feature {  float_list {  value: 2.68435482e+09  }  }
> > - feature {  float_list {  value: 2.68435763e+09  }  }
> > - feature {  float_list {  value: 2.68435584e+09  }  }
> > - feature {  float_list {  value: 2.14748365e+09  }  }
> > - feature {  float_list {  value: 2.68435814e+09  }  }
> > - feature {  float_list {  value: 3584  }  }
> > - feature {  float_list {  value: 2.68435814e+09  }  }
> > - feature {  float_list {  value: 3550  }  }
> > - feature {  float_list {  value: 2.68435814e+09  }  }
> > - 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 {
> > - 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: 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: 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: 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  }  }
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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 <(214)%20748-3647>
> > -; CHECK-NEXT:         }
> > +; NOBOUNDS: observation: 0
> > +; NOBOUNDS: delta_size: 6
> > +; RELAXED-BOUNDS: delta_size: 6
> > +; BOUNDS: delta_size: 2147483647 <(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
> > https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-commits
>
>
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