int main(int argc,char* argv[]){
const real learning_rate = 0.1;
const int n_epochs = 1;
fprintf(stdout,"[INFO] loading data\n");
mark_timer();
load_data();
load_maxfiles();
fprintf(stdout,"[INFO] load data done, ");
mark_timer(true);
fprintf(stdout,"[INFO] training\n");
int patience = 10000;
int patience_increase = 2;
real improvement_threshold = 0.995;
int validation_frequency = std::min(n_train_batches,patience/2);
real best_validation_loss = std::numeric_limits<real>::max();
int best_iter = 0;
real mtls = 0.0;
int epoch = 0;
bool done_looping = false;
std::vector<real> result_logs;
while ((epoch<n_epochs) && (!done_looping)){
for (int mb_idx=0;mb_idx<n_train_batches;++mb_idx){
int cur_iter = epoch*n_train_batches+mb_idx;
fprintf(stdout, "training @ epoch = [%d,%d/%d] iter = %d\n", epoch,mb_idx,n_train_batches,cur_iter);
mark_timer();
my_process(train_set_x_offset,train_set_y,mb_idx,learning_rate);
mark_timer(true);
//save_params();
if ((cur_iter+1)%validation_frequency==0){
// TODO: lzh
}
if (patience<=cur_iter){
done_looping = true;
break;
}
}
++epoch;
}
fprintf(stdout,"[INFO] unloading data\n");
mark_timer();
unload_data();
unload_maxfiles();
fprintf(stdout,"[INFO] unload data done, ");
mark_timer(true);
return 0;
}
void GameState::deinitialize()
{
INFO_PRINT << "Initiating POL Cleanup....\n";
networkManager.deinialize();
deinit_ipc_vars();
if ( Plib::systemstate.config.log_script_cycles )
log_all_script_cycle_counts( false );
checkpoint( "cleaning up vars" );
cleanup_vars();
checkpoint( "cleaning up scripts" );
cleanup_scripts();
// scripts remove their listening points when they exit..
// so there should be no listening points to clean up.
checkpoint( "cleaning listen points" );
clear_listen_points();
// unload_other_objects
unload_intrinsic_weapons();
unload_weapon_templates( );
// unload_itemdesc_scripts
for ( auto &elem : desctable )
{
elem.second->unload_scripts();
}
system_hooks.unload_system_hooks();
configurationbuffer.deinitialize();
Plib::systemstate.deinitialize();
Multi::multidef_buffer.deinitialize();
unload_npc_templates(); //quick and nasty fix until npcdesc usage is rewritten Turley 2012-08-27: moved before objecthash due to npc-method_script cleanup
Bscript::UninitObject::ReleaseSharedInstance();
objStorageManager.deinitialize();
display_leftover_objects();
checkpoint( "unloading data" );
unload_data();
guilds.clear();
Clib::MD5_Cleanup();
checkpoint( "misc cleanup" );
global_properties->clear();
menus.clear();
textcmds.clear();
paramtextcmds.clear();
Global_Ignore_CProps.clear();
mime_types.clear();
console_commands.clear();
animation_translates.clear();
tipfilenames.clear();
checkpoint( "end of xmain2" );
#ifdef __linux__
unlink( ( Plib::systemstate.config.pidfile_path + "pol.pid" ).c_str( ) );
#endif
}
persistent_data_container::~persistent_data_container() {
unload_data();
}
