vw Struct Reference

#include <global_data.h>

Public Member Functions
void	learn (example &)
void	learn (multi_ex &)
void	predict (example &)
void	predict (multi_ex &)
void	finish_example (example &)
void	finish_example (multi_ex &)
size_t	length ()
	vw ()
std::shared_ptr< rand_state >	get_random_state ()
	vw (const vw &)=delete
vw &	operator= (const vw &)=delete
	vw (const vw &&)=delete
vw &	operator= (const vw &&)=delete

Public Attributes
shared_data *	sd
parser *	p
std::thread	parse_thread
AllReduceType	all_reduce_type
AllReduce *	all_reduce
LEARNER::base_learner *	l
LEARNER::single_learner *	scorer
LEARNER::base_learner *	cost_sensitive
void(*	set_minmax )(shared_data *sd, float label)
uint64_t	current_pass
uint32_t	num_bits
bool	default_bits
uint32_t	hash_seed
std::string	data_filename
bool	daemon
size_t	num_children
bool	save_per_pass
float	initial_weight
float	initial_constant
bool	bfgs
bool	hessian_on
bool	save_resume
bool	preserve_performance_counters
std::string	id
VW::version_struct	model_file_ver
double	normalized_sum_norm_x
bool	vw_is_main = false
vw_ostream	trace_message
bool	should_delete_options = false
VW::config::options_i *	options
void *	searchstr
uint32_t	wpp
int	stdout_fileno
std::vector< std::string >	initial_regressors
std::string	feature_mask
std::string	per_feature_regularizer_input
std::string	per_feature_regularizer_output
std::string	per_feature_regularizer_text
float	l1_lambda
float	l2_lambda
bool	no_bias
float	power_t
int	reg_mode
size_t	pass_length
size_t	numpasses
size_t	passes_complete
uint64_t	parse_mask
bool	permutations
std::vector< std::string >	interactions
std::vector< std::string >	pairs
std::vector< std::string >	triples
bool	ignore_some
std::array< bool, NUM_NAMESPACES >	ignore
bool	ignore_some_linear
std::array< bool, NUM_NAMESPACES >	ignore_linear
bool	redefine_some
std::array< unsigned char, NUM_NAMESPACES >	redefine
std::vector< std::string >	ngram_strings
std::vector< std::string >	skip_strings
std::array< uint32_t, NUM_NAMESPACES >	ngram
std::array< uint32_t, NUM_NAMESPACES >	skips
std::vector< std::string >	limit_strings
std::array< uint32_t, NUM_NAMESPACES >	limit
std::array< uint64_t, NUM_NAMESPACES >	affix_features
std::array< bool, NUM_NAMESPACES >	spelling_features
std::vector< std::string >	dictionary_path
std::array< std::vector< feature_dict * >, NUM_NAMESPACES >	namespace_dictionaries {}
std::vector< dictionary_info >	loaded_dictionaries
void(*	delete_prediction )(void *)
bool	audit
bool	quiet
bool	training
bool	active
bool	invariant_updates
uint64_t	random_seed
bool	random_weights
bool	random_positive_weights
bool	normal_weights
bool	tnormal_weights
bool	add_constant
bool	nonormalize
bool	do_reset_source
bool	holdout_set_off
bool	early_terminate
uint32_t	holdout_period
uint32_t	holdout_after
size_t	check_holdout_every_n_passes
size_t	normalized_idx
uint32_t	lda
std::string	text_regressor_name
std::string	inv_hash_regressor_name
std::stack< LEARNER::base_learner *(*)(VW::config::options_i &, vw &)>	reduction_stack
v_array< int >	final_prediction_sink
int	raw_prediction
void(*	print )(int, float, float, v_array< char >)
void(*	print_text )(int, std::string, v_array< char >)
loss_function *	loss
char *	program_name
bool	stdin_off
float	initial_t
float	eta
float	eta_decay_rate
time_t	init_time
std::string	final_regressor_name
parameters	weights
size_t	max_examples
bool	hash_inv
bool	print_invert
bool	progress_add
float	progress_arg
std::map< std::string, size_t >	name_index_map
label_type::label_type_t	label_type

Private Attributes
std::shared_ptr< rand_state >	_random_state_sp = std::make_shared<rand_state>()

Detailed Description

Definition at line 369 of file global_data.h.

Constructor & Destructor Documentation

vw() [1/3]

vw::vw

(

)

Definition at line 262 of file global_data.cc.

References all_reduce(), loss(), print_raw_text(), print_result(), set_mm(), and label_type::simple.

{
  sd = &calloc_or_throw<shared_data>();
  sd->dump_interval = 1.;  // next update progress dump
  sd->contraction = 1.;
  sd->first_observed_label = FLT_MAX;
  sd->is_more_than_two_labels_observed = false;
  sd->max_label = 0;
  sd->min_label = 0;

  label_type = label_type::simple;

  l = nullptr;
  scorer = nullptr;
  cost_sensitive = nullptr;
  loss = nullptr;
  p = nullptr;

  reg_mode = 0;
  current_pass = 0;

  data_filename = "";
  delete_prediction = nullptr;

  bfgs = false;
  no_bias = false;
  hessian_on = false;
  active = false;
  num_bits = 18;
  default_bits = true;
  daemon = false;
  num_children = 10;
  save_resume = false;
  preserve_performance_counters = false;

  random_positive_weights = false;

  weights.sparse = false;

  set_minmax = set_mm;

  power_t = 0.5;
  eta = 0.5;  // default learning rate for normalized adaptive updates, this is switched to 10 by default for the other
              // updates (see parse_args.cc)
  numpasses = 1;

  final_prediction_sink.begin() = final_prediction_sink.end() = final_prediction_sink.end_array = nullptr;
  raw_prediction = -1;
  print = print_result;
  print_text = print_raw_text;
  lda = 0;
  random_seed = 0;
  random_weights = false;
  normal_weights = false;
  tnormal_weights = false;
  per_feature_regularizer_input = "";
  per_feature_regularizer_output = "";
  per_feature_regularizer_text = "";

#ifdef _WIN32
  stdout_fileno = _fileno(stdout);
#else
  stdout_fileno = fileno(stdout);
#endif

  searchstr = nullptr;

  nonormalize = false;
  l1_lambda = 0.0;
  l2_lambda = 0.0;

  eta_decay_rate = 1.0;
  initial_weight = 0.0;
  initial_constant = 0.0;

  all_reduce = nullptr;

  for (size_t i = 0; i < 256; i++)
  {
    ngram[i] = 0;
    skips[i] = 0;
    limit[i] = INT_MAX;
    affix_features[i] = 0;
    spelling_features[i] = 0;
  }

  invariant_updates = true;
  normalized_idx = 2;

  add_constant = true;
  audit = false;

  pass_length = std::numeric_limits<size_t>::max();
  passes_complete = 0;

  save_per_pass = false;

  stdin_off = false;
  do_reset_source = false;
  holdout_set_off = true;
  holdout_after = 0;
  check_holdout_every_n_passes = 1;
  early_terminate = false;

  max_examples = std::numeric_limits<size_t>::max();

  hash_inv = false;
  print_invert = false;

  // Set by the '--progress <arg>' option and affect sd->dump_interval
  progress_add = false;  // default is multiplicative progress dumps
  progress_arg = 2.0;    // next update progress dump multiplier

  sd->is_more_than_two_labels_observed = false;
  sd->first_observed_label = FLT_MAX;
  sd->second_observed_label = FLT_MAX;

  sd->report_multiclass_log_loss = false;
  sd->multiclass_log_loss = 0;
  sd->holdout_multiclass_log_loss = 0;
}

vw() [2/3]

vw::vw ( const vw &  )

delete

vw() [3/3]

vw::vw ( const vw &&  )

delete

Member Function Documentation

finish_example() [1/2]

void vw::finish_example

(

example &

ec

)

Definition at line 175 of file global_data.cc.

References LEARNER::as_singleline(), LEARNER::learner< T, E >::finish_example(), and THROW.

{
  if (l->is_multiline)
    THROW("This reduction does not support single-line examples.");

  LEARNER::as_singleline(l)->finish_example(*this, ec);
}

finish_example() [2/2]

void vw::finish_example

(

multi_ex &

ec

)

Definition at line 183 of file global_data.cc.

References LEARNER::as_multiline(), LEARNER::learner< T, E >::finish_example(), and THROW.

{
  if (!l->is_multiline)
    THROW("This reduction does not support multi-line example.");

  LEARNER::as_multiline(l)->finish_example(*this, ec);
}

get_random_state()

std::shared_ptr<rand_state> vw::get_random_state ( )

inline

Definition at line 553 of file global_data.h.

References binary_print_result(), compile_gram(), compile_limits(), f, get_prediction(), noop_mm(), print_result(), and print_tag().

Referenced by active_cover_setup(), active_setup(), boosting_setup(), bs_setup(), cb_explore_setup(), cb_sample_setup(), explore_eval_setup(), ExpReplay::expreplay_setup(), kernel_svm_setup(), memory_tree_setup(), nn_setup(), oaa_setup(), OjaNewton_setup(), parse_modules(), recall_tree_setup(), save_load_header(), Search::search_initialize(), VW::cb_explore_adf::bag::setup(), and warm_cb_setup().

{ return _random_state_sp; }

learn() [1/2]

void vw::learn

(

example &

ec

)

Definition at line 137 of file global_data.cc.

References LEARNER::as_singleline(), LEARNER::learner< T, E >::learn(), LEARNER::learner< T, E >::predict(), example::test_only, and THROW.

Referenced by ezexample::finish(), LEARNER::learn_ex(), LEARNER::learn_multi_ex(), ezexample::setup_for_predict(), ezexample::train(), and VW_Learn().

{
  if (l->is_multiline)
    THROW("This reduction does not support single-line examples.");

  if (ec.test_only || !training)
    LEARNER::as_singleline(l)->predict(ec);
  else
    LEARNER::as_singleline(l)->learn(ec);
}

learn() [2/2]

void vw::learn

(

multi_ex &

ec

)

Definition at line 148 of file global_data.cc.

References LEARNER::as_multiline(), LEARNER::learner< T, E >::learn(), LEARNER::learner< T, E >::predict(), and THROW.

{
  if (!l->is_multiline)
    THROW("This reduction does not support multi-line example.");

  if (!training)
    LEARNER::as_multiline(l)->predict(ec);
  else
    LEARNER::as_multiline(l)->learn(ec);
}

length()

size_t vw::length ( )

inline

Definition at line 513 of file global_data.h.

Referenced by depthsbits_create(), depthsbits_sizeof(), enable_sources(), learn_batch(), mwt_setup(), VW::num_weights(), sanity_check_state(), save_load(), sort_data_ensure_sz(), sort_data_update_support(), and un_ft_offset().

{ return ((size_t)1) << num_bits; };

operator=() [1/2]

vw& vw::operator= ( const vw &  )

delete

operator=() [2/2]

vw& vw::operator= ( const vw &&  )

delete

predict() [1/2]

void vw::predict

(

example &

ec

)

Definition at line 159 of file global_data.cc.

References LEARNER::as_singleline(), LEARNER::learner< T, E >::predict(), and THROW.

{
  if (l->is_multiline)
    THROW("This reduction does not support single-line examples.");

  LEARNER::as_singleline(l)->predict(ec);
}

predict() [2/2]

void vw::predict

(

multi_ex &

ec

)

Definition at line 167 of file global_data.cc.

References LEARNER::as_multiline(), LEARNER::learner< T, E >::predict(), and THROW.

{
  if (!l->is_multiline)
    THROW("This reduction does not support multi-line example.");

  LEARNER::as_multiline(l)->predict(ec);
}

Member Data Documentation

_random_state_sp

std::shared_ptr<rand_state> vw::_random_state_sp = std::make_shared<rand_state>()

private

Definition at line 372 of file global_data.h.

active

bool vw::active

Definition at line 489 of file global_data.h.

Referenced by active_setup(), enable_sources(), kernel_svm_setup(), and parse_source().

add_constant

bool vw::add_constant

Definition at line 496 of file global_data.h.

Referenced by VW::are_features_compatible(), ezexample::ezexample(), lda_setup(), parse_feature_tweaks(), and VW::setup_example().

affix_features

std::array<uint64_t, NUM_NAMESPACES> vw::affix_features

Definition at line 476 of file global_data.h.

Referenced by VW::are_features_compatible(), parse_affix_argument(), and TC_parser< audit >::TC_parser().

all_reduce

AllReduce* vw::all_reduce

Definition at line 381 of file global_data.h.

Referenced by accumulate_avg(), all_reduce(), GD::end_pass(), end_pass(), VW::finish(), kernel_svm_setup(), learn(), parse_args(), parse_diagnostics(), process_pass(), summarize_holdout_set(), sync_queries(), and VW::sync_stats().

all_reduce_type

AllReduceType vw::all_reduce_type

Definition at line 380 of file global_data.h.

Referenced by all_reduce(), and parse_args().

audit

bool vw::audit

Definition at line 486 of file global_data.h.

Referenced by VW::add_constant_feature(), Search::add_example_conditioning(), Search::add_neighbor_features(), Search::add_new_feature(), GD::audit_feature(), audit_regressor_setup(), bfgs_setup(), enable_sources(), finish_setup(), ftrl_setup(), learn_batch(), CCB::learn_or_predict(), mf_predict(), parse_diagnostics(), ExpReplay::predict_or_learn(), predict_or_learn(), GD::print_audit_features(), Search::search_predict(), GD::setup(), substring_to_example(), and ezexample::train().

bfgs

bool vw::bfgs

Definition at line 412 of file global_data.h.

Referenced by bfgs_setup(), end_pass(), Search::might_print_update(), no_label::print_no_label_update(), print_update(), MULTILABEL::print_update(), MULTICLASS::print_update(), CB::print_update(), COST_SENSITIVE::print_update(), CCB::print_update(), CB_EXPLORE::print_update_cb_explore(), reset_seed(), setup(), and Search::should_print_update().

check_holdout_every_n_passes

size_t vw::check_holdout_every_n_passes

Definition at line 503 of file global_data.h.

Referenced by GD::end_pass(), end_pass(), and Search::setup().

cost_sensitive

LEARNER::base_learner* vw::cost_sensitive

Definition at line 385 of file global_data.h.

Referenced by cb_explore_setup(), cs_active_setup(), CSOAA::csldf_setup(), CSOAA::csoaa_setup(), learn_sup_adf(), and VW::cb_explore_adf::cover::setup().

current_pass

uint64_t vw::current_pass

Definition at line 396 of file global_data.h.

Referenced by GD::audit_feature(), MULTICLASS::direct_print_update(), LEARNER::end_pass(), GD::end_pass(), end_pass(), VW::finish(), Search::must_run_test(), MULTICLASS::print_label_pred(), no_label::print_no_label_update(), MULTICLASS::print_probability(), MULTICLASS::print_score(), print_update(), MULTILABEL::print_update(), CB::print_update(), COST_SENSITIVE::print_update(), CCB::print_update(), Search::print_update(), CB_EXPLORE::print_update_cb_explore(), return_example(), GD::save_load_online_state(), and summarize_holdout_set().

daemon

bool vw::daemon

Definition at line 405 of file global_data.h.

Referenced by enable_sources(), parse_source(), and reset_source().

data_filename

std::string vw::data_filename

Definition at line 403 of file global_data.h.

Referenced by enable_sources(), and parse_source().

default_bits

bool vw::default_bits

Definition at line 399 of file global_data.h.

Referenced by parse_feature_tweaks(), save_load_header(), and VW::validate_default_bits().

delete_prediction

void(* vw::delete_prediction) (void *)

Definition at line 485 of file global_data.h.

Referenced by cb_adf_setup(), cb_explore_setup(), cbify_setup(), cbifyldf_setup(), CCB::ccb_explore_adf_setup(), CSOAA::csldf_setup(), explore_eval_setup(), free_parser(), lda_setup(), memory_tree_setup(), multilabel_oaa_setup(), mwt_setup(), oaa_setup(), VW::cb_explore_adf::softmax::setup(), VW::cb_explore_adf::greedy::setup(), VW::cb_explore_adf::first::setup(), VW::cb_explore_adf::bag::setup(), VW::cb_explore_adf::cover::setup(), VW::cb_explore_adf::regcb::setup(), and warm_cb_setup().

dictionary_path

std::vector<std::string> vw::dictionary_path

Definition at line 478 of file global_data.h.

Referenced by VW::are_features_compatible(), parse_dictionary_argument(), and parse_feature_tweaks().

do_reset_source

bool vw::do_reset_source

Definition at line 498 of file global_data.h.

Referenced by parse_dispatch(), and VW_Finish_Passes().

early_terminate

bool vw::early_terminate

Definition at line 500 of file global_data.h.

Referenced by LEARNER::drain_examples(), finalize_regressor(), and set_done().

eta

float vw::eta

Definition at line 531 of file global_data.h.

Referenced by GD::end_pass(), end_pass(), gd_mf_setup(), GD::get_scale(), lda_setup(), learn_batch(), mf_train(), parse_args(), parse_example_tweaks(), parse_modules(), predict_or_learn(), GD::setup(), and SVRG::update_inner().

eta_decay_rate

float vw::eta_decay_rate

Definition at line 532 of file global_data.h.

Referenced by GD::end_pass(), end_pass(), parse_args(), parse_modules(), and GD::setup().

feature_mask

std::string vw::feature_mask

Definition at line 438 of file global_data.h.

Referenced by load_input_model(), and parse_args().

final_prediction_sink

v_array<int> vw::final_prediction_sink

Definition at line 518 of file global_data.h.

Referenced by enable_sources(), VW::finish(), finish_example(), MULTICLASS::finish_example(), MWT::finish_example(), finish_example_scores(), VW::cb_explore_adf::cb_explore_adf_base< ExploreType >::finish_multiline_example(), EXPLORE_EVAL::finish_multiline_example(), CB_ADF::finish_multiline_example(), CCB::finish_multiline_example(), CSOAA::global_print_newline(), Search::must_run_test(), output_and_account_confidence_example(), output_and_account_example(), no_label::output_and_account_no_label_example(), EXPLORE_EVAL::output_example(), VW::cb_explore_adf::cb_explore_adf_base< ExploreType >::output_example(), CB_ALGS::output_example(), MULTILABEL::output_example(), output_example(), CB_EXPLORE::output_example(), COST_SENSITIVE::output_example(), CB_ADF::output_example(), CSOAA::output_example(), CCB::output_example(), CB_ADF::output_rank_example(), CSOAA::output_rank_example(), parse_output_preds(), reset_source(), return_example(), and Search::train_single_example().

final_regressor_name

std::string vw::final_regressor_name

Definition at line 535 of file global_data.h.

Referenced by GD::end_pass(), end_pass(), VW::finish(), parse_output_model(), predict_or_learn(), process_pass(), LEARNER::save(), Search::train_single_example(), and VW_SaveModel().

hash_inv

bool vw::hash_inv

Definition at line 541 of file global_data.h.

Referenced by VW::add_constant_feature(), GD::audit_feature(), bfgs_setup(), enable_sources(), finish_setup(), ftrl_setup(), parse_output_model(), predict_or_learn(), GD::setup(), and substring_to_example().

hash_seed

uint32_t vw::hash_seed

Definition at line 401 of file global_data.h.

Referenced by VW::hash_space(), parse_feature_tweaks(), and TC_parser< audit >::TC_parser().

hessian_on

bool vw::hessian_on

Definition at line 413 of file global_data.h.

Referenced by bfgs_setup(), and process_pass().

holdout_after

uint32_t vw::holdout_after

Definition at line 502 of file global_data.h.

Referenced by parse_example_tweaks(), and VW::setup_example().

holdout_period

uint32_t vw::holdout_period

Definition at line 501 of file global_data.h.

Referenced by parse_example_tweaks(), and VW::setup_example().

holdout_set_off

bool vw::holdout_set_off

Definition at line 499 of file global_data.h.

Referenced by bfgs_setup(), MULTICLASS::direct_print_update(), GD::end_pass(), end_pass(), VW::finish(), ftrl_setup(), gd_mf_setup(), Search::must_run_test(), CSOAA::output_example_seq(), parse_example_tweaks(), parse_source(), MULTICLASS::print_label_pred(), no_label::print_no_label_update(), MULTICLASS::print_probability(), MULTICLASS::print_score(), print_update(), MULTILABEL::print_update(), CB::print_update(), COST_SENSITIVE::print_update(), CCB::print_update(), Search::print_update(), CB_EXPLORE::print_update_cb_explore(), process_pass(), return_example(), GD::setup(), and VW::setup_example().

id

std::string vw::id

Definition at line 417 of file global_data.h.

Referenced by parse_output_model(), and save_load_header().

ignore

std::array<bool, NUM_NAMESPACES> vw::ignore

Definition at line 463 of file global_data.h.

Referenced by VW::are_features_compatible(), ezexample::ensure_ns_exists(), parse_feature_tweaks(), and VW::setup_example().

ignore_linear

std::array<bool, NUM_NAMESPACES> vw::ignore_linear

Definition at line 465 of file global_data.h.

Referenced by VW::are_features_compatible(), GD::foreach_feature(), GD::inline_predict(), and parse_feature_tweaks().

ignore_some

bool vw::ignore_some

Definition at line 462 of file global_data.h.

Referenced by VW::are_features_compatible(), ezexample::ensure_ns_exists(), parse_feature_tweaks(), and VW::setup_example().

ignore_some_linear

bool vw::ignore_some_linear

Definition at line 464 of file global_data.h.

Referenced by VW::are_features_compatible(), GD::foreach_feature(), GD::inline_predict(), and parse_feature_tweaks().

init_time

time_t vw::init_time

Definition at line 533 of file global_data.h.

Referenced by parse_args().

initial_constant

float vw::initial_constant

Definition at line 410 of file global_data.h.

Referenced by parse_feature_tweaks(), and GD::setup().

initial_regressors

std::vector<std::string> vw::initial_regressors

Definition at line 436 of file global_data.h.

Referenced by VW::initialize(), load_input_model(), and parse_args().

initial_t

float vw::initial_t

Definition at line 530 of file global_data.h.

Referenced by gd_mf_setup(), lda_setup(), parse_args(), save_load(), GD::save_load(), GD::save_load_online_state(), and GD::setup().

initial_weight

float vw::initial_weight

Definition at line 409 of file global_data.h.

Referenced by initialize_regressor(), parse_args(), and GD::save_load().

interactions

std::vector<std::string> vw::interactions

Definition at line 457 of file global_data.h.

Referenced by VW::are_features_compatible(), audit_regressor(), baseline_setup(), CCB::ccb_explore_adf_setup(), ExpReplay::expreplay_setup(), finish_setup(), INTERACTIONS::generate_interactions(), init_adf_data(), EntityRelationTask::initialize(), DepParserTask::initialize(), SequenceTask_DemoLDF::initialize(), parse_feature_tweaks(), save_load_header(), VW::setup_example(), and synthetic_reset().

inv_hash_regressor_name

std::string vw::inv_hash_regressor_name

Definition at line 511 of file global_data.h.

Referenced by finalize_regressor(), and parse_output_model().

invariant_updates

bool vw::invariant_updates

Definition at line 490 of file global_data.h.

Referenced by GD::set_learn(), and GD::setup().

l

LEARNER::base_learner* vw::l

Definition at line 383 of file global_data.h.

Referenced by LEARNER::drain_examples(), dump_regressor(), LEARNER::end_pass(), VW::finish(), LEARNER::generic_driver_onethread(), init_driver(), VW::initialize(), LEARNER::learn_ex(), LEARNER::learn_multi_ex(), load_input_model(), parse_mask_regressor_args(), parse_reductions(), parse_sources(), VW_Predict(), and VW_PredictCostSensitive().

l1_lambda

float vw::l1_lambda

Definition at line 444 of file global_data.h.

Referenced by GD::compute_update(), and parse_example_tweaks().

l2_lambda

float vw::l2_lambda

Definition at line 445 of file global_data.h.

Referenced by GD::compute_update(), kernel_svm_setup(), mf_train(), parse_example_tweaks(), process_pass(), save_load(), and save_load_regularizer().

label_type

label_type::label_type_t vw::label_type

Definition at line 550 of file global_data.h.

Referenced by VW::apply_pdrop(), cb_adf_setup(), cb_algs_setup(), CCB::ccb_explore_adf_setup(), CSOAA::csldf_setup(), CSOAA::csoaa_setup(), LabelObjectState< audit >::EndObject(), DefaultState< audit >::EndObject(), LEARNER::example_is_newline_not_header(), explore_eval_setup(), memory_tree_setup(), multilabel_oaa_setup(), mwt_setup(), VW::cb_explore_adf::softmax::setup(), VW::cb_explore_adf::greedy::setup(), VW::cb_explore_adf::first::setup(), VW::cb_explore_adf::bag::setup(), VW::cb_explore_adf::cover::setup(), VW::cb_explore_adf::regcb::setup(), Search::setup(), MultiState< audit >::StartArray(), and MultiState< audit >::StartObject().

lda

uint32_t vw::lda

Definition at line 508 of file global_data.h.

Referenced by audit_regressor(), audit_regressor_lda(), average_diff(), end_examples(), ldamath::expdigammify(), ldamath::expdigammify_2(), ldamath::fastdigamma(), lda_setup(), learn_batch(), parse_example_tweaks(), GD::print_features(), GD::print_lda_features(), save_load(), and save_load_header().

limit

std::array<uint32_t, NUM_NAMESPACES> vw::limit

Definition at line 474 of file global_data.h.

Referenced by VW::are_features_compatible(), feature_limit(), and parse_feature_tweaks().

limit_strings

std::vector<std::string> vw::limit_strings

Definition at line 473 of file global_data.h.

Referenced by parse_feature_tweaks(), and VW::setup_example().

loaded_dictionaries

std::vector<dictionary_info> vw::loaded_dictionaries

Definition at line 483 of file global_data.h.

Referenced by VW::finish(), and parse_dictionary_argument().

loss

loss_function* vw::loss

Definition at line 523 of file global_data.h.

Referenced by baseline_setup(), bs_predict_mean(), MARGINAL::compute_expert_loss(), GD::compute_update(), cs_active_setup(), CSOAA::csldf_setup(), VW::finish(), get_best_constant(), GD::get_pred_per_update(), SVRG::gradient_scalar(), kernel_svm_setup(), learn(), log_multi_setup(), MARGINAL::make_marginal(), mf_predict(), mf_train(), oaa_setup(), parse_example_tweaks(), predict_and_gradient(), predict_or_learn(), predict_or_learn_multi(), process_example(), receive_result(), update_after_prediction_cb(), update_after_prediction_pistol(), update_after_prediction_proximal(), MARGINAL::update_marginal(), and update_preconditioner().

max_examples

size_t vw::max_examples

Definition at line 539 of file global_data.h.

Referenced by parse_dispatch(), and parse_example_tweaks().

model_file_ver

VW::version_struct vw::model_file_ver

Definition at line 419 of file global_data.h.

Referenced by cb_adf_setup(), save_load(), GD::save_load(), save_load_header(), GD::save_load_online_state(), and VW::validate_version().

name_index_map

std::map<std::string, size_t> vw::name_index_map

Definition at line 548 of file global_data.h.

Referenced by GD::audit_feature(), and GD::save_load_regressor().

namespace_dictionaries

std::array<std::vector<feature_dict*>, NUM_NAMESPACES> vw::namespace_dictionaries {}

Definition at line 482 of file global_data.h.

Referenced by parse_dictionary_argument(), and TC_parser< audit >::TC_parser().

ngram

std::array<uint32_t, NUM_NAMESPACES> vw::ngram

Definition at line 471 of file global_data.h.

Referenced by VW::are_features_compatible(), generateGrams(), and parse_feature_tweaks().

ngram_strings

std::vector<std::string> vw::ngram_strings

Definition at line 469 of file global_data.h.

Referenced by free_parser(), parse_feature_tweaks(), save_load_header(), and VW::setup_example().

no_bias

bool vw::no_bias

Definition at line 446 of file global_data.h.

Referenced by add_regularization(), and parse_example_tweaks().

nonormalize

bool vw::nonormalize

Definition at line 497 of file global_data.h.

normal_weights

bool vw::normal_weights

Definition at line 494 of file global_data.h.

Referenced by initialize_regressor(), and parse_args().

normalized_idx

size_t vw::normalized_idx

Definition at line 506 of file global_data.h.

Referenced by do_weighting(), GD::set_learn(), and sort_data_update_support().

normalized_sum_norm_x

double vw::normalized_sum_norm_x

Definition at line 420 of file global_data.h.

Referenced by ftrl_setup(), GD::get_pred_per_update(), GD::save_load_online_state(), GD::setup(), and update_state_and_predict_cb().

num_bits

uint32_t vw::num_bits

Definition at line 398 of file global_data.h.

Referenced by accumulate(), accumulate_avg(), accumulate_weighted_avg(), VW::are_features_compatible(), bfgs_iter_middle(), OjaNewton::check(), compute_coherence_metrics(), get_top_weights(), initialize_regressor(), OjaNewton::initialize_Z(), lda_setup(), make_write_cache(), parse_cache(), parse_dispatch(), parse_feature_tweaks(), parse_modules(), preconditioner_to_regularizer(), save_load(), save_load_header(), GD::save_load_online_state(), GD::save_load_regressor(), save_load_regularizer(), VW::validate_default_bits(), and VW::validate_num_bits().

num_children

size_t vw::num_children

Definition at line 406 of file global_data.h.

Referenced by enable_sources(), and parse_source().

numpasses

size_t vw::numpasses

Definition at line 451 of file global_data.h.

Referenced by audit_regressor_setup(), bfgs_setup(), end_pass(), memory_tree_setup(), parse_dispatch(), parse_example_tweaks(), parse_modules(), parse_source(), parse_sources(), GD::setup(), Search::setup(), and VW_Finish_Passes().

options

VW::config::options_i* vw::options

Definition at line 428 of file global_data.h.

Referenced by CSOAA::csldf_setup(), CSOAA::csoaa_setup(), dump_regressor(), enable_sources(), Search::end_examples(), GD::end_pass(), Search::end_pass(), VW::finish(), get_best_constant(), Search::handle_condition_options(), init_driver(), parse_args(), parse_mask_regressor_args(), VW::seed_vw_model(), and Search::setup().

p

parser* vw::p

Definition at line 377 of file global_data.h.

Referenced by VW::are_features_compatible(), cb_adf_setup(), cb_algs_setup(), cbify_setup(), cbifyldf_setup(), CCB::ccb_explore_adf_setup(), VW::clean_example(), cs_active_setup(), CSOAA::csldf_setup(), CSOAA::csoaa_setup(), LEARNER::drain_examples(), ect_setup(), enable_sources(), end_pass_example(), DefaultState< audit >::EndObject(), explore_eval_setup(), VW::finish(), VW::finish_example(), free_parser(), generateGrams(), LEARNER::generic_driver_onethread(), ezexample::get_new_example(), VW::get_unused_example(), VW::hash_feature(), VW::hash_feature_cstr(), VW::hash_space(), VW::import_example(), VWReaderHandler< audit >::init(), VW::is_ring_example(), lda_setup(), learn(), log_multi_setup(), make_write_cache(), memory_tree_setup(), ezexample::mini_setup_example(), multilabel_oaa_setup(), mwt_setup(), VW::new_unused_example(), oaa_setup(), parse_args(), parse_cache(), parse_dictionary_argument(), parse_dispatch(), VW::parse_example_label(), parse_example_tweaks(), parse_feature_tweaks(), parse_line_json(), parse_source(), read_cached_features(), VW::read_example(), read_features(), recall_tree_setup(), receive_result(), reset_source(), sender_setup(), set_done(), Search::search::set_label_parser(), VW::cb_explore_adf::softmax::setup(), VW::cb_explore_adf::greedy::setup(), VW::cb_explore_adf::first::setup(), VW::cb_explore_adf::bag::setup(), VW::cb_explore_adf::cover::setup(), VW::cb_explore_adf::regcb::setup(), Search::setup(), VW::setup_example(), LabelObjectState< audit >::StartObject(), MultiState< audit >::StartObject(), SlotsState< audit >::StartObject(), substring_to_example(), TC_parser< audit >::TC_parser(), thread_dispatch(), ezexample::train(), VW_GetExample(), and warm_cb_setup().

pairs

std::vector<std::string> vw::pairs

Definition at line 459 of file global_data.h.

Referenced by GraphTask::add_edge_features(), finish(), DepParserTask::initialize(), mf_predict(), mf_print_offset_features(), mf_setup(), mf_train(), ezexample::mini_setup_example(), parse_feature_tweaks(), and save_load_header().

parse_mask

uint64_t vw::parse_mask

Definition at line 453 of file global_data.h.

Referenced by audit_regressor_lda(), feature_limit(), flatten_sort_example(), VW::hash_feature(), VW::hash_feature_cstr(), learn(), parse_cache(), GD::print_lda_features(), VW::setup_example(), and TC_parser< audit >::TC_parser().

parse_thread

std::thread vw::parse_thread

Definition at line 378 of file global_data.h.

Referenced by VW::end_parser(), and VW::start_parser().

pass_length

size_t vw::pass_length

Definition at line 450 of file global_data.h.

Referenced by parse_dispatch(), and parse_example_tweaks().

passes_complete

size_t vw::passes_complete

Definition at line 452 of file global_data.h.

Referenced by end_pass(), SVRG::learn(), learn_with_metrics(), and parse_dispatch().

per_feature_regularizer_input

std::string vw::per_feature_regularizer_input

Definition at line 440 of file global_data.h.

Referenced by VW::initialize(), parse_args(), and save_load().

per_feature_regularizer_output

std::string vw::per_feature_regularizer_output

Definition at line 441 of file global_data.h.

Referenced by finalize_regressor(), parse_output_model(), and save_load().

per_feature_regularizer_text

std::string vw::per_feature_regularizer_text

Definition at line 442 of file global_data.h.

Referenced by finalize_regressor(), parse_output_model(), and save_load().

permutations

bool vw::permutations

Definition at line 454 of file global_data.h.

Referenced by VW::are_features_compatible(), audit_regressor(), INTERACTIONS::eval_count_of_generated_ft(), GD::foreach_feature(), INTERACTIONS::generate_interactions(), GD::inline_predict(), and parse_feature_tweaks().

power_t

float vw::power_t

Definition at line 447 of file global_data.h.

Referenced by gd_mf_setup(), learn_batch(), mf_train(), parse_args(), parse_modules(), and GD::setup().

preserve_performance_counters

bool vw::preserve_performance_counters

Definition at line 416 of file global_data.h.

Referenced by parse_output_model(), and GD::save_load_online_state().

print

void(* vw::print) (int, float, float, v_array< char >)

Definition at line 521 of file global_data.h.

Referenced by enable_sources(), MULTICLASS::finish_example(), output_and_account_confidence_example(), output_and_account_example(), no_label::output_and_account_no_label_example(), CB_ALGS::output_example(), COST_SENSITIVE::output_example(), output_example(), CB_ADF::output_example(), CSOAA::output_example(), and reset_source().

print_invert

bool vw::print_invert

Definition at line 542 of file global_data.h.

Referenced by finalize_regressor(), and GD::save_load_regressor().

print_text

void(* vw::print_text) (int, std::string, v_array< char >)

Definition at line 522 of file global_data.h.

Referenced by MULTICLASS::finish_example(), finish_example_scores(), EXPLORE_EVAL::output_example(), VW::cb_explore_adf::cb_explore_adf_base< ExploreType >::output_example(), CB_ALGS::output_example(), MULTILABEL::output_example(), CB_EXPLORE::output_example(), COST_SENSITIVE::output_example(), output_example(), CB_ADF::output_example(), CSOAA::output_example(), VW::cb_explore_adf::cb_explore_adf_base< ExploreType >::output_example_seq(), EXPLORE_EVAL::output_example_seq(), output_example_seq(), CB_ADF::output_example_seq(), CSOAA::output_example_seq(), CB_ADF::output_rank_example(), CSOAA::output_rank_example(), predict_or_learn(), predict_or_learn_multi(), Search::single_prediction_notLDF(), and Search::train_single_example().

program_name

char* vw::program_name

Definition at line 525 of file global_data.h.

progress_add

bool vw::progress_add

Definition at line 545 of file global_data.h.

Referenced by MULTICLASS::direct_print_update(), finish_example(), parse_diagnostics(), MULTICLASS::print_label_pred(), no_label::print_no_label_update(), MULTICLASS::print_probability(), MULTICLASS::print_score(), print_update(), MULTILABEL::print_update(), CB::print_update(), COST_SENSITIVE::print_update(), CCB::print_update(), Search::print_update(), CB_EXPLORE::print_update_cb_explore(), and return_example().

progress_arg

float vw::progress_arg

Definition at line 546 of file global_data.h.

Referenced by MULTICLASS::direct_print_update(), finish_example(), parse_diagnostics(), MULTICLASS::print_label_pred(), no_label::print_no_label_update(), MULTICLASS::print_probability(), MULTICLASS::print_score(), print_update(), MULTILABEL::print_update(), CB::print_update(), COST_SENSITIVE::print_update(), CCB::print_update(), Search::print_update(), CB_EXPLORE::print_update_cb_explore(), and return_example().

quiet

bool vw::quiet

Definition at line 487 of file global_data.h.

Referenced by bfgs_iter_middle(), bfgs_iter_start(), bfgs_setup(), boosting_setup(), classweight_setup(), enable_sources(), ExpReplay::expreplay_setup(), EXPLORE_EVAL::finish(), finish(), VW::finish(), finish_example(), ftrl_setup(), init_driver(), interact_setup(), SVRG::learn(), lrq_setup(), memory_tree_setup(), Search::might_print_update(), Search::must_run_test(), nn_setup(), parse_args(), parse_diagnostics(), parse_dictionary_argument(), parse_example_tweaks(), parse_feature_tweaks(), parse_modules(), parse_output_model(), parse_output_preds(), parse_sources(), no_label::print_no_label_update(), print_update(), MULTILABEL::print_update(), MULTICLASS::print_update(), CB::print_update(), COST_SENSITIVE::print_update(), CCB::print_update(), Search::print_update(), CB_EXPLORE::print_update_cb_explore(), process_pass(), read_regressor_file(), recall_tree_setup(), return_example(), LEARNER::save(), save_load(), setup(), Search::should_print_update(), and wolfe_eval().

random_positive_weights

bool vw::random_positive_weights

Definition at line 493 of file global_data.h.

Referenced by initialize_regressor(), and mf_setup().

random_seed

uint64_t vw::random_seed

Definition at line 491 of file global_data.h.

Referenced by lrq_setup(), nn_setup(), and parse_modules().

random_weights

bool vw::random_weights

Definition at line 492 of file global_data.h.

Referenced by gd_mf_setup(), initialize_regressor(), lda_setup(), parse_args(), and save_load().

raw_prediction

int vw::raw_prediction

Definition at line 519 of file global_data.h.

Referenced by finish_example(), Search::must_run_test(), oaa_setup(), output_and_account_confidence_example(), output_and_account_example(), no_label::output_and_account_no_label_example(), EXPLORE_EVAL::output_example(), VW::cb_explore_adf::cb_explore_adf_base< ExploreType >::output_example(), CB_ALGS::output_example(), COST_SENSITIVE::output_example(), output_example(), CB_ADF::output_example(), CSOAA::output_example(), VW::cb_explore_adf::cb_explore_adf_base< ExploreType >::output_example_seq(), EXPLORE_EVAL::output_example_seq(), output_example_seq(), CB_ADF::output_example_seq(), CSOAA::output_example_seq(), CB_ADF::output_rank_example(), CSOAA::output_rank_example(), parse_output_preds(), predict_or_learn(), predict_or_learn_multi(), Search::single_prediction_notLDF(), and Search::train_single_example().

redefine

std::array<unsigned char, NUM_NAMESPACES> vw::redefine

Definition at line 468 of file global_data.h.

Referenced by VW::are_features_compatible(), parse_feature_tweaks(), and TC_parser< audit >::TC_parser().

redefine_some

bool vw::redefine_some

Definition at line 467 of file global_data.h.

Referenced by VW::are_features_compatible(), parse_feature_tweaks(), and TC_parser< audit >::TC_parser().

reduction_stack

std::stack<LEARNER::base_learner* (*)(VW::config::options_i&, vw&)> vw::reduction_stack

Definition at line 513 of file global_data.h.

Referenced by parse_reductions(), and setup_base().

reg_mode

int vw::reg_mode

Definition at line 448 of file global_data.h.

Referenced by GD::compute_update(), parse_example_tweaks(), and GD::setup().

save_per_pass

bool vw::save_per_pass

Definition at line 408 of file global_data.h.

Referenced by GD::end_pass(), end_pass(), parse_output_model(), process_pass(), and save_predictor().

save_resume

bool vw::save_resume

Definition at line 415 of file global_data.h.

Referenced by GD::end_pass(), parse_output_model(), SVRG::save_load(), save_load(), GD::save_load(), save_load_header(), and GD::setup().

scorer

LEARNER::single_learner* vw::scorer

Definition at line 384 of file global_data.h.

Referenced by cb_adf_setup(), cb_algs_setup(), cb_explore_setup(), scorer_setup(), and VW::cb_explore_adf::cover::setup().

sd

shared_data* vw::sd

Definition at line 375 of file global_data.h.

Referenced by GD::audit_feature(), bfgs_predict(), bfgs_setup(), bs_predict_mean(), cb_adf_setup(), MARGINAL::compute_expert_loss(), GD::compute_update(), cs_active_setup(), CSOAA::csldf_setup(), MULTICLASS::direct_print_update(), dis_test(), enable_sources(), GD::end_pass(), LabelObjectState< audit >::EndObject(), VW::finish(), MULTICLASS::finish_example(), finish_example(), MWT::finish_example(), finish_example_scores(), ftrl_setup(), gd_mf_setup(), get_best_constant(), GD::get_scale(), getLossFunction(), SVRG::gradient_scalar(), init_driver(), inner_loop(), learn(), learn_batch(), MARGINAL::make_marginal(), mf_predict(), mf_train(), Search::might_print_update(), multipredict(), GD::multipredict(), oaa_setup(), output_and_account_confidence_example(), output_and_account_example(), no_label::output_and_account_no_label_example(), EXPLORE_EVAL::output_example(), VW::cb_explore_adf::cb_explore_adf_base< ExploreType >::output_example(), CB_ALGS::output_example(), MULTILABEL::output_example(), output_example(), CB_EXPLORE::output_example(), COST_SENSITIVE::output_example(), CSOAA::output_example(), CCB::output_example(), output_example_seq(), CSOAA::output_example_seq(), CSOAA::output_rank_example(), parse_args(), parse_diagnostics(), VW::parse_example_label(), parse_example_tweaks(), parse_modules(), SVRG::predict(), predict(), GD::predict(), predict_and_gradient(), predict_or_learn(), predict_or_learn_active(), predict_or_learn_active_cover(), predict_or_learn_multi(), predict_or_learn_simulation(), SVRG::predict_stable(), Search::search::pretty_label(), MULTICLASS::print_label_pred(), no_label::print_no_label_update(), MULTICLASS::print_probability(), MULTICLASS::print_score(), print_update(), MULTILABEL::print_update(), MULTICLASS::print_update(), CB::print_update(), COST_SENSITIVE::print_update(), CCB::print_update(), Search::print_update(), CB_EXPLORE::print_update_cb_explore(), process_example(), process_pass(), query_decision(), read_cached_features(), receive_result(), return_example(), save_load(), save_load_header(), GD::save_load_online_state(), save_load_sampling(), VW::seed_vw_model(), Search::select_learner(), GD::setup(), Search::should_print_update(), substring_to_example(), summarize_holdout_set(), VW::sync_stats(), GD::sync_weights(), Search::train_single_example(), update(), update_after_prediction_cb(), update_after_prediction_pistol(), update_after_prediction_proximal(), MARGINAL::update_marginal(), update_preconditioner(), update_state_and_predict_cb(), update_state_and_predict_pistol(), and VW::validate_min_max_label().

searchstr

void* vw::searchstr

Definition at line 430 of file global_data.h.

Referenced by setup(), and Search::setup().

set_minmax

void(* vw::set_minmax) (shared_data *sd, float label)

Definition at line 394 of file global_data.h.

Referenced by cs_active_setup(), getLossFunction(), learn(), mf_predict(), parse_example_tweaks(), predict_and_gradient(), predict_or_learn(), predict_or_learn_multi(), and update().

should_delete_options

bool vw::should_delete_options = false

Definition at line 427 of file global_data.h.

Referenced by VW::finish(), and VW::initialize().

skip_strings

std::vector<std::string> vw::skip_strings

Definition at line 470 of file global_data.h.

Referenced by parse_feature_tweaks(), and save_load_header().

skips

std::array<uint32_t, NUM_NAMESPACES> vw::skips

Definition at line 472 of file global_data.h.

Referenced by VW::are_features_compatible(), generateGrams(), and parse_feature_tweaks().

spelling_features

std::array<bool, NUM_NAMESPACES> vw::spelling_features

Definition at line 477 of file global_data.h.

Referenced by VW::are_features_compatible(), parse_feature_tweaks(), and TC_parser< audit >::TC_parser().

stdin_off

bool vw::stdin_off

Definition at line 527 of file global_data.h.

Referenced by audit_regressor_setup(), dump_regressor(), enable_sources(), make_write_cache(), parse_cache(), parse_dictionary_argument(), parse_source(), read_regressor_file(), and reset_source().

stdout_fileno

int vw::stdout_fileno

Definition at line 434 of file global_data.h.

Referenced by mf_print_audit_features(), and GD::print_audit_features().

text_regressor_name

std::string vw::text_regressor_name

Definition at line 510 of file global_data.h.

Referenced by finalize_regressor(), and parse_output_model().

tnormal_weights

bool vw::tnormal_weights

Definition at line 495 of file global_data.h.

Referenced by initialize_regressor(), and parse_args().

trace_message

vw_ostream vw::trace_message

Definition at line 424 of file global_data.h.

Referenced by accumulate_weighted_avg(), cb_adf_setup(), classweight_setup(), contains_valid_namespaces(), cs_active_setup(), CSOAA::csldf_setup(), enable_sources(), end_pass(), EXPLORE_EVAL::finish(), finish(), VW::finish(), init_driver(), VW::initialize(), learn(), lrq_setup(), make_hot_sv(), make_write_cache(), memory_tree_setup(), oaa_setup(), parse_args(), parse_cache(), parse_diagnostics(), parse_dictionary_argument(), parse_example_tweaks(), parse_feature_tweaks(), parse_modules(), parse_output_model(), parse_output_preds(), parse_source(), print_ex(), read_cached_features(), read_regressor_file(), recall_tree_setup(), LEARNER::save(), save_load(), GD::save_load(), save_load_header(), setup(), VW::cb_explore_adf::cover::setup(), VW::cb_explore_adf::regcb::setup(), GD::setup(), CSOAA::test_ldf_sequence(), train(), and svm_params::~svm_params().

training

bool vw::training

Definition at line 488 of file global_data.h.

Referenced by GD::audit_feature(), bfgs_setup(), confidence_setup(), CSOAA::csldf_setup(), Search::end_examples(), Search::end_pass(), learn(), recall_tree_ns::learn(), nn_setup(), parse_example_tweaks(), predict_or_learn_multi(), recall_tree_setup(), GD::save_load(), GD::save_load_online_state(), Search::search_predict(), GD::setup(), Search::setup(), train(), and Search::train_single_example().

triples

std::vector<std::string> vw::triples

Definition at line 461 of file global_data.h.

Referenced by DepParserTask::initialize(), mf_predict(), mf_print_offset_features(), mf_train(), parse_feature_tweaks(), and save_load_header().

vw_is_main

bool vw::vw_is_main = false

Definition at line 421 of file global_data.h.

Referenced by Search::must_run_test(), Search::search::set_label_parser(), Search::search::set_options(), setup(), and Search::train_single_example().

weights

parameters vw::weights

Definition at line 537 of file global_data.h.

Referenced by Search::add_example_conditioning(), Search::add_neighbor_features(), Search::add_new_feature(), recall_tree_ns::add_node_id_feature(), add_regularization(), ezexample::addf(), GD::audit_feature(), audit_regressor(), audit_regressor_feature(), audit_regressor_lda(), autolink_setup(), bfgs_iter_middle(), bfgs_iter_start(), bfgs_setup(), CCB::ccb_explore_adf_setup(), OjaNewton::check(), compute_coherence_metrics(), copy_example_to_adf(), derivative_in_direction(), direction_magnitude(), enable_sources(), end_examples(), GD::end_pass(), VW::export_example(), DepParserTask::extract_features(), finalize_preconditioner(), VW::finish(), finish_setup(), flatten_example(), GD::foreach_feature(), ftrl_setup(), gd_mf_setup(), INTERACTIONS::generate_interactions(), VW::get_features(), Search::search::get_mask(), VW::get_stride(), Search::search::get_stride_shift(), get_top_weights(), VW::get_weight(), init_driver(), init_global(), initialize_regressor(), GD::inline_predict(), lda_loop(), lda_setup(), learn_batch(), learn_with_metrics(), MARGINAL::make_marginal(), mf_predict(), mf_print_offset_features(), mf_train(), multiply(), multipredict(), GD::multipredict(), OjaNewton_setup(), parse_args(), parse_mask_regressor_args(), parse_sources(), preconditioner_to_regularizer(), predict_or_learn(), MWT::predict_or_learn(), GD::print_lda_features(), print_setup(), process_pass(), regularizer_direction_magnitude(), regularizer_to_weight(), sanity_check_state(), MARGINAL::save_load(), GD::save_load(), save_load(), memory_tree_ns::save_load_memory_tree(), GD::save_load_online_state(), GD::save_load_regressor(), VW::seed_vw_model(), GD::set_learn(), VW::set_weight(), GraphTask::setup(), GD::setup(), VW::setup_example(), sort_data_update_support(), stride_shift(), stride_un_shift(), svrg_setup(), GD::sync_weights(), un_ft_offset(), MARGINAL::update_marginal(), update_weight(), MWT::value_policy(), wid_mask(), wid_mask_un_shifted(), wolfe_eval(), zero_derivative(), zero_preconditioner(), and zero_state().

wpp

uint32_t vw::wpp

Definition at line 432 of file global_data.h.

Referenced by constant_feat(), DepParserTask::extract_features(), init_global(), CCB::inject_slot_id(), lrq_setup(), lrqfa_setup(), parse_sources(), GraphTask::setup(), and VW::setup_example().

---

The documentation for this struct was generated from the following files:

• /mnt/c/w/linux/vowpal_wabbit/vowpalwabbit/global_data.h
• /mnt/c/w/linux/vowpal_wabbit/vowpalwabbit/global_data.cc