/*-------------------------------------------------------------------------*/
void resetParam(AzParam &azp) {
const char *eyec = "AzPrepText2_gen_regions_parsup_Param::resetParam";
azp.vInt(kw_top_num_each, &top_num_each);
azp.vInt(kw_top_num_total, &top_num_total);
azp.vStr(kw_feat_fn, &s_feat_fn);
azp.vStr(kw_xtyp, &s_xtyp);
azp.vStr(kw_xdic_fn, &s_xdic_fn);
azp.vStr(kw_inp_fn, &s_inp_fn);
azp.vStr(kw_rnm, &s_rnm);
azp.vStr(kw_txt_ext, &s_txt_ext);
azp.vInt(kw_pch_sz, &pch_sz);
azp.vInt(kw_pch_step, &pch_step);
azp.vInt(kw_padding, &padding);
f_pch_sz = pch_sz;
f_pch_step = 1;
f_padding = f_pch_sz - 1;
azp.vInt(kw_f_pch_sz, &f_pch_sz);
azp.vInt(kw_f_pch_step, &f_pch_step);
azp.vInt(kw_f_padding, &f_padding);
azp.vInt(kw_min_x, &min_x);
azp.vInt(kw_min_y, &min_y);
azp.vInt(kw_dist, &dist);
azp.swOn(&do_lower, kw_do_lower);
azp.swOn(&do_utf8dashes, kw_do_utf8dashes);
azp.swOn(&do_nolr, kw_do_nolr);
azp.vStr(kw_batch_id, &s_batch_id);
azp.vStr(kw_x_ext, &s_x_ext);
azp.vStr(kw_y_ext, &s_y_ext);
azp.swOn(&do_binarize, kw_do_binarize);
if (!do_binarize) {
azp.vFloat(kw_scale_y, &scale_y);
}
azp.vFloat(kw_min_yval, &min_yval);
AzXi::throw_if_empty(s_feat_fn, eyec, kw_feat_fn);
AzXi::throw_if_empty(s_xtyp, eyec, kw_xtyp);
AzXi::throw_if_empty(s_xdic_fn, eyec, kw_xdic_fn);
AzXi::throw_if_empty(s_inp_fn, eyec, kw_inp_fn);
AzXi::throw_if_empty(s_rnm, eyec, kw_rnm);
AzXi::throw_if_nonpositive(pch_sz, eyec, kw_pch_sz);
AzXi::throw_if_nonpositive(pch_step, eyec, kw_pch_step);
AzXi::throw_if_negative(padding, eyec, kw_padding);
AzXi::throw_if_nonpositive(f_pch_sz, eyec, kw_f_pch_sz);
AzXi::throw_if_nonpositive(f_pch_step, eyec, kw_f_pch_step);
AzXi::throw_if_negative(f_padding, eyec, kw_f_padding);
AzXi::throw_if_nonpositive(dist, eyec, kw_dist);
if (f_pch_sz > dist) {
AzBytArr s(kw_f_pch_sz); s << " must be no greater than " << kw_dist << ".";
AzX::throw_if(true, AzInputError, eyec, s.c_str());
}
}
void resetParam(AzParam &azp, const char *pfx, bool is_warmstart=false) {
azp.reset_prefix(pfx);
azp.vFloat(kw_rho, &rho);
azp.vFloat(kw_eps, &eps);
coeff = 1;
azp.reset_prefix();
}
virtual void resetParam(AzParam &azp, const char *pfx, bool is_warmstart) {
azp.reset_prefix(pfx);
if (!is_warmstart) {
azp.vStr(kw_activ_typ, &s_activ_typ);
if (s_activ_typ.length() > 0) typ = *s_activ_typ.point();
azp.vFloat(kw_trunc, &trunc);
}
azp.swOn(&do_stat, kw_do_stat);
azp.reset_prefix();
}
/*------------------------------------------------------------------*/
void AzOptOnTree::resetParam(AzParam &p)
{
p.vFloat(kw_lambda, &lambda);
p.vFloat(kw_sigma, &sigma);
p.vInt(kw_max_ite_num, &max_ite_num);
p.vFloat(kw_eta, &eta);
p.vFloat(kw_exit_delta, &exit_delta);
p.vFloat(kw_max_delta, &max_delta);
p.swOn(&doUseAvg, kw_doUseAvg);
p.swOff(&doIntercept, kw_not_doIntercept); /* useless but keep this for compatibility */
p.swOn(&doIntercept, kw_doIntercept);
if (max_ite_num <= 0) {
max_ite_num = max_ite_num_dflt_oth;
if (AzLoss::isExpoFamily(loss_type)) {
max_ite_num = max_ite_num_dflt_expo;
}
}
}
/*--------------------------------------------------------*/
void AzsSvrg::resetParam(AzParam &azp)
{
AzBytArr s_loss;
azp.vStr(kw_loss, &s_loss);
if (s_loss.length() > 0) loss_type = lossType(s_loss.c_str());
azp.vInt(kw_svrg_interval, &svrg_interval);
azp.vInt(kw_sgd_ite, &sgd_ite);
azp.vInt(kw_test_interval, &test_interval);
azp.vInt(kw_ite_num, &ite_num);
azp.vInt(kw_rseed, &rseed);
azp.vFloat(kw_eta, &eta);
azp.vFloat(kw_momentum, &momentum);
azp.vFloat(kw_lam, &lam);
azp.swOn(&do_compact, kw_do_compact);
azp.swOn(&do_show_loss, kw_do_show_loss);
azp.swOn(&do_show_timing, kw_do_show_timing);
azp.swOn(&with_replacement, kw_with_replacement);
azp.vStr(kw_pred_fn, &s_pred_fn);
}
/*------------------------------------------------*/
virtual void resetParam_data(AzParam &azp, bool is_training) {
const char *eyec = "AzpData_img::resetParam_data";
azp.vInt(kw_channels, &channels);
azp.vInt(kw_sz1, &sz1);
azp.vInt(kw_sz2, &sz2);
azp.vFloat(kw_data_scale, &data_scale);
AzXi::throw_if_nonpositive(channels, eyec, kw_channels);
AzXi::throw_if_nonpositive(sz1, eyec, kw_sz1);
AzXi::throw_if_nonpositive(sz2, eyec, kw_sz2);
AzXi::check_input(s_x_ext, &sp_x_ext, eyec, kw_x_ext);
if (s_y_ext.length() > 0) AzXi::check_input(s_y_ext, &sp_y_ext, eyec, kw_y_ext);
}
/*--------------------------------------------------------*/
int AzRgforest::resetParam(AzParam &p)
{
const char *eyec = "AzRgforest::resetParam";
/*--- for storing data indexes in the trees to disk ---*/
/*--- this must be called before adjustTestInterval. ---*/
p.vStr(kw_temp_for_trees, &s_temp_for_trees);
/*--- loss function ---*/
p.vLoss(kw_loss, &loss_type);
/*--- weight optimization interval ---*/
int lnum_inc_opt = lnum_inc_opt_dflt;
p.vInt(kw_lnum_inc_opt, &lnum_inc_opt);
if (lnum_inc_opt <= 0) {
throw new AzException(AzInputNotValid, eyec, kw_lnum_inc_opt,
"must be positive");
}
opt_timer.reset(lnum_inc_opt);
/*--- # of trees to search ---*/
p.vInt(kw_s_tree_num, &s_tree_num);
if (s_tree_num <= 0) {
throw new AzException(AzInputNotValid, eyec, kw_s_tree_num,
"must be positive");
}
/*--- when to stop: max #leaf, max #tree ---*/
int max_tree_num = -1, max_lnum = max_lnum_dflt;
p.vInt(kw_max_tree_num, &max_tree_num);
p.vInt(kw_max_lnum, &max_lnum);
if (max_tree_num <= 0) {
if (max_lnum > 0) max_tree_num = MAX(1, max_lnum / 2);
else {
AzBytArr s("Specify ");
s.c(kw_max_lnum);
s.c(" and/or ");
s.c(kw_max_tree_num);
throw new AzException(AzInputMissing, eyec, s.c_str());
}
}
lmax_timer.reset(max_lnum);
/*--- when to test: test interval ---*/
int lnum_inc_test = lnum_inc_test_dflt;
p.vInt(kw_lnum_inc_test, &lnum_inc_test);
if (lnum_inc_test <= 0) {
throw new AzException(AzInputNotValid, eyec, kw_lnum_inc_test,
"must be positive");
}
lnum_inc_test = adjustTestInterval(lnum_inc_test, lnum_inc_opt);
test_timer.reset(lnum_inc_test);
/*--- memory handling ---*/
p.vStr(kw_mem_policy, &s_mem_policy);
if (s_mem_policy.length() <= 0) beTight = false;
else if (s_mem_policy.compare(mp_beTight) == 0) beTight = true;
else if (s_mem_policy.compare(mp_not_beTight) == 0) beTight = false;
else {
AzBytArr s(kw_mem_policy);
s.c(" should be either ");
s.c(mp_beTight);
s.c(" or ");
s.c(mp_not_beTight);
throw new AzException(AzInputNotValid, eyec, s.c_str());
}
p.vFloat(kw_f_ratio, &f_ratio);
if (f_ratio > 1) {
throw new AzException(AzInputNotValid, kw_f_ratio, "must be between 0 and 1.");
}
int random_seed = -1;
if (f_ratio > 0 && f_ratio < 1) {
p.vInt(kw_random_seed, &random_seed);
if (srand > 0) {
srand(random_seed);
}
}
p.swOn(&doPassiveRoot, kw_doPassiveRoot);
/*--- for maintenance purposes ---*/
p.swOn(&doForceToRefreshAll, kw_doForceToRefreshAll);
p.swOn(&beVerbose, kw_forest_beVerbose); /* for compatibility */
p.swOn(&beVerbose, kw_beVerbose);
p.swOn(&doTime, kw_doTime);
/*--- display parameters ---*/
if (!out.isNull()) {
AzPrint o(out);
o.ppBegin("AzRgforest", "Forest-level");
o.printLoss(kw_loss, loss_type);
o.printV(kw_max_lnum, max_lnum);
o.printV(kw_max_tree_num, max_tree_num);
o.printV(kw_lnum_inc_opt, lnum_inc_opt);
o.printV(kw_lnum_inc_test, lnum_inc_test);
o.printV(kw_s_tree_num, s_tree_num);
o.printSw(kw_doForceToRefreshAll, doForceToRefreshAll);
o.printSw(kw_beVerbose, beVerbose);
o.printSw(kw_doTime, doTime);
o.printV_if_not_empty(kw_mem_policy, s_mem_policy);
o.printV_if_not_empty(kw_temp_for_trees, &s_temp_for_trees);
o.printV(kw_f_ratio, f_ratio);
o.printV(kw_random_seed, random_seed);
o.printSw(kw_doPassiveRoot, doPassiveRoot);
o.ppEnd();
}
if (loss_type == AzLoss_None) {
throw new AzException(AzInputNotValid, eyec, kw_loss);
}
return max_tree_num;
}