public RowDataset8()
{
DatatypeSize = sizeof(byte); // one byte
data = new ObjList<Narray<byte>>();
classes = new Intarray();
nc = -1;
nf = -1;
}
public RowDataset8(int nsamples)
{
DatatypeSize = sizeof(byte); // one byte
data = new ObjList<Narray<byte>>();
data.ReserveTo(nsamples);
classes = new Intarray();
classes.ReserveTo(nsamples);
nc = -1;
nf = -1;
}
public void printObjsInObjList(ObjList list)
{
//int num = 0;
//while (list != null)
//{
// if (list.obj != null)
// ;
// list = list.next;
// ++num;
//}
}
public Obj FindObjByUID(Int32 uid)
{
ObjList objList = this._context.activeObj;
while (objList != null && objList.obj.uid != uid)
{
objList = objList.next;
}
return(objList?.obj);
}
private void printActorsInObjList(ObjList list)
{
//int num = 0;
//while (list != null)
//{
// if ((int)list.obj.cid != 4 || (Actor)list.obj != null)
// ;
// list = list.next;
// ++num;
//}
}
public void Populate(PathQuery pq, Path pqr, float radius)
{
if (pqr.mover != null)
{
using var objlist = ObjList.ListRadius(pqr.from, locXY.INCH_PER_TILE * 40, ObjectListFilter.OLC_PATH_BLOCKER);
foreach (var obj in objlist)
{
var objFlags = obj.GetFlags();
var objType = obj.type;
if ((objFlags & (ObjectFlag.NO_BLOCK | ObjectFlag.DONTDRAW | ObjectFlag.OFF)) == 0)
{
if (pq.flags.HasFlag(PathQueryFlags.PQF_DOORS_ARE_BLOCKING) || objType != ObjectType.portal)
{
if (objType.IsCritter())
{
if (pq.flags.HasFlag(PathQueryFlags.PQF_IGNORE_CRITTERS) ||
GameSystems.Critter.IsFriendly(obj, pqr.mover) ||
GameSystems.Critter.IsDeadOrUnconscious(obj))
{
continue;
}
}
if (!pq.flags.HasFlag(PathQueryFlags.PQF_AVOID_AOOS))
{
Append(obj);
}
else
{
var ignoreTarget = pq.critter.ShouldIgnoreTarget(obj);
if (!ignoreTarget)
{
if (obj.HasRangedWeaponEquipped())
{
Append(obj);
}
else
{
float objReach = obj.GetReach();
float objRadius = obj.GetRadius();
Append(obj, objReach + objRadius);
}
}
else
{
Append(obj);
}
}
}
}
}
}
}
public static bool buff_npc(GameObject attachee, GameObject triggerer)
{
SetGlobalVar(761, GetGlobalVar(761) + 1);
if ((GetGlobalVar(761) == 1))
{
attachee.CastSpell(WellKnownSpells.ShieldOfFaith, attachee);
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((obj.GetNameId() == 14333 && obj.GetLeader() == null))
{
obj.CastSpell(WellKnownSpells.MageArmor, obj);
}
if ((obj.GetNameId() == 14336 && obj.GetLeader() == null))
{
obj.CastSpell(WellKnownSpells.ResistElements, obj);
}
}
}
if ((GetGlobalVar(761) == 2))
{
attachee.CastSpell(WellKnownSpells.OwlsWisdom, attachee);
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((obj.GetNameId() == 14333 && obj.GetLeader() == null))
{
obj.CastSpell(WellKnownSpells.MirrorImage, obj);
}
}
}
if ((GetGlobalVar(761) >= 3))
{
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((obj.GetNameId() == 14333 && obj.GetLeader() == null))
{
obj.CastSpell(WellKnownSpells.Shield, obj);
}
}
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((obj.GetNameId() == 14334 && obj.GetLeader() == null))
{
attachee.CastSpell(WellKnownSpells.EndureElements, obj);
}
}
}
return(RunDefault);
}
public static bool all_run_off(GameObject attachee, GameObject triggerer)
{
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((obj.GetLeader() == null && !((SelectedPartyLeader.GetPartyMembers()).Contains(obj))))
{
obj.RunOff();
}
}
return(RunDefault);
}
public override bool OnDying(GameObject attachee, GameObject triggerer)
{
StartTimer(86400000,
() => RemoveDead(PartyLeader, attachee)); // remove the familiar from the party in 24 hours
// identify familiar dying and match to familiar inventory icon
var familiar_proto = FindFamiliarInvType(attachee);
if ((familiar_proto == 0))
{
return(SkipDefault); // not a valid familiar type
}
// search for familiar inventory icon in all PCs' inventory
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_CRITTERS))
{
var inv_familiar = obj.FindItemByProto(familiar_proto);
if ((inv_familiar != null))
{
// check for correct ID number
if ((get_ID(inv_familiar) == get_ID(attachee)))
{
// destroys familiar in owner's inventory and removes experience from owner
inv_familiar.Destroy();
var curxp = obj.GetStat(Stat.experience);
var ownerlevel = GetLevel(obj);
int xploss;
if ((!obj.SavingThrow(15, SavingThrowType.Fortitude, D20SavingThrowFlag.NONE, attachee)))
{
xploss = ownerlevel * 200;
}
else
{
xploss = ownerlevel * 100;
}
int newxp;
if ((curxp >= xploss))
{
newxp = curxp - xploss;
}
else
{
newxp = 0;
}
obj.SetBaseStat(Stat.experience, newxp);
return(SkipDefault);
}
}
}
return(RunDefault);
}
private void EnterBattleEnd()
{
for (ObjList objList = this._context.activeObj; objList != null; objList = objList.next)
{
Obj obj = objList.obj;
if (obj.uid != 0)
{
obj.state0 = obj.state;
obj.state = EventEngine.stateSuspend;
}
}
}
public static void run_off(GameObject npc, GameObject pc)
{
foreach (var obj in ObjList.ListVicinity(npc.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((obj.GetLeader() == null && !((SelectedPartyLeader.GetPartyMembers()).Contains(obj))))
{
obj.RunOff();
}
}
return;
}
// Kill unfriendlies
public static void kuf(int c_name)
{
foreach (var moshe in ObjList.ListVicinity(SelectedPartyLeader.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((moshe.GetReaction(PartyLeader) <= 0 || !moshe.IsFriendly(PartyLeader)) && (!((GameSystems.Party.PartyMembers).Contains(moshe.GetLeader())) && (moshe.GetObjectFlags() & ObjectFlag.DONTDRAW) == 0) && (moshe.GetNameId() == c_name || c_name == -1))
{
// moshe.critter_kill_by_effect()
var damage_dice = Dice.Parse("50d50");
moshe.Damage(PartyLeader, DamageType.Bludgeoning, damage_dice);
}
}
}
public override bool OnUse(GameObject attachee, GameObject triggerer)
{
foreach (var npc in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((npc.GetLeader() == null))
{
npc.Attack(triggerer);
}
}
return(RunDefault);
}
public static bool get_sick(GameObject attachee, GameObject triggerer)
{
foreach (var obj in ObjList.ListVicinity(triggerer.GetLocation(), ObjectListFilter.OLC_PC))
{
obj.AddCondition("Poisoned", 15, 0);
obj.AddCondition("Poisoned", 32, 0);
obj.AddCondition("Poisoned", 18, 0);
obj.AddCondition("Poisoned", 29, 0);
}
return(RunDefault);
}
public static bool all_run_off(GameObject attachee, GameObject triggerer)
{
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((obj.GetLeader() == null))
{
obj.RunOff();
}
}
return(RunDefault);
}
public static void run_off(GameObject npc, GameObject pc)
{
foreach (var obj in ObjList.ListVicinity(npc.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((obj.GetLeader() == null))
{
obj.RunOff();
}
}
return;
}
public static GameObject find_container_near(GameObject obj, int name)
{
foreach (var container in ObjList.ListVicinity(obj.GetLocation(), ObjectListFilter.OLC_CONTAINER))
{
if ((container.GetNameId() == name))
{
return(container);
}
}
return(null);
}
public static GameObject find_npc_near(GameObject obj, int name)
{
foreach (var npc in ObjList.ListVicinity(obj.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((npc.GetNameId() == name))
{
return(npc);
}
}
return(null);
}
public override bool OnHeartbeat(GameObject attachee, GameObject triggerer)
{
if ((GetGlobalFlag(525) && !GetGlobalFlag(526)))
{
if ((GetGlobalFlag(527)))
{
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_PC))
{
if ((is_better_to_talk(attachee, obj)))
{
StartTimer(1500, () => wakefield_talk(attachee, triggerer));
SetGlobalFlag(526, true);
}
}
}
else
{
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_PC))
{
if ((is_better_to_talk(attachee, obj)))
{
StartTimer(1500, () => suspicious_talk(attachee, triggerer));
SetGlobalFlag(526, true);
}
}
}
}
else if ((GetGlobalVar(501) == 3 && Utilities.find_npc_near(attachee, 14496) != null && !GetGlobalFlag(503)))
{
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_PC))
{
if ((is_better_to_talk(attachee, obj)))
{
StartTimer(1500, () => talkie_talkie(attachee, triggerer));
SetGlobalFlag(503, true);
}
}
}
else if ((!PartyLeader.HasReputation(52) && GetGlobalVar(505) == 2 && attachee.GetLeader() == null))
{
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_PC))
{
if ((is_better_to_talk(attachee, obj)))
{
StartTimer(1500, () => bad_news(attachee, triggerer));
SetGlobalVar(505, 3);
}
}
}
return(RunDefault);
}
public Obj(Int32 sid, Int32 uid, Int32 size, Int32 stackn)
{
EventEngine instance = PersistenSingleton <EventEngine> .Instance;
if (sid < 0 || sid >= instance.sSourceObjN)
{
}
if (uid == 0)
{
uid = sid;
}
Obj obj = PersistenSingleton <EventEngine> .Instance.FindObjByUID(uid);
if (obj != null)
{
PersistenSingleton <EventEngine> .Instance.DisposeObj(obj);
}
size = size + 3 >> 2;
Int32 num = instance.sObjTable[sid].varn + 3 >> 2;
this.AllocObj(size + num + stackn);
this.Clear();
ObjList freeObjList = instance.GetFreeObjList();
instance.SetFreeObjList(freeObjList.next);
ObjList activeObjTailList = instance.GetActiveObjTailList();
ObjList activeObjList = instance.GetActiveObjList();
if (activeObjTailList != null)
{
activeObjTailList.next = freeObjList;
instance.SetActiveObjTailList(freeObjList);
}
else
{
instance.SetActiveObjTailList(freeObjList);
instance.SetActiveObjList(freeObjList);
}
freeObjList.next = (ObjList)null;
freeObjList.obj = this;
this.sid = (Byte)sid;
this.uid = (Byte)uid;
this.cid = 0;
this.ebData = instance.allObjsEBData[sid];
this.ip = instance.GetIP(sid, 0, this.ebData);
this.vofs = (Byte)size;
this.sofs = (Byte)(size + num);
this.sn = (Byte)stackn;
this.state = EventEngine.stateNew;
this.winnum = Byte.MaxValue;
this.currentByte = this.ebData;
}
// Start is called before the first frame update
void Awake()
{
Terrain = FindObjectOfType <Terrain>();
terrainData = Terrain.terrainData;
//todo Set In Outside File
//json parser ***all data commeing from json file
var confFile = FileFinder.Find(Application.streamingAssetsPath, "InitialScene" + ".json"); //todo Set In Outside File
Debug.Log("Found file:" + confFile);
var m_JsonString = File.ReadAllText(confFile);
ObjectList = JsonUtility.FromJson <ObjList>(m_JsonString);
var objListLen = ObjectList.Objects.Count;
Debug.Log("Found " + objListLen.ToString() + " objects");
foreach (var obj in ObjectList.Objects)
{
RaycastHit hit;
Vector3 ShootRayFrom = new Vector3(obj.Position.x, 1000, obj.Position.z);
Ray ray = new Ray(ShootRayFrom, Vector3.down);
if (Physics.Raycast(ray, out hit, Mathf.Infinity))
{
GameObject go = Instantiate(Resources.Load(obj.Name) as GameObject);
if (obj.Name == "BobCat")
{
Target.ExaminedObjects = go.transform;
Target.Center();
}
go.name = obj.Id;
go.transform.position = new Vector3(obj.Position.x, hit.point.y + 0.3f, obj.Position.z);
go.transform.rotation = obj.Rotation;
go.transform.localScale = obj.Scale;
Debug.Log("The given " + obj.Name + " position point is here: " + go.transform.position);
}
else
{
Debug.LogError("The given " + obj.Name + " postion point is out of boundary, please try diffrent position ");
}
}
// GenerateTerrain(Terrain, hm);// RAndom Terrain
}
public static GameObject fpn(string name)
{
foreach (var pc in ObjList.ListVicinity(SelectedPartyLeader.GetLocation(), ObjectListFilter.OLC_PC))
{
var pcName = GameSystems.MapObject.GetDisplayName(pc);
if (pcName.Contains(name, StringComparison.CurrentCultureIgnoreCase))
{
return(pc);
}
}
return(null);
}
public override bool OnTrap(TrapSprungEvent trap, GameObject triggerer)
{
AttachParticles(trap.Type.ParticleSystemId, trap.Object);
foreach (var obj in ObjList.ListVicinity(triggerer.GetLocation(), ObjectListFilter.OLC_CRITTERS))
{
foreach (var dmg in trap.Type.Damage)
{
obj.Damage(trap.Object, dmg.Type, dmg.Dice);
}
}
return(SkipDefault);
}
public override void OnBeginRound(SpellPacketBody spell)
{
Logger.Info("Detect Evil OnBeginRound");
// get all targets in a 90' cone, apply magical_aura particle systems
foreach (var obj in ObjList.ListCone(spell.caster, ObjectListFilter.OLC_CRITTERS, spell.spellRange, -45, 90))
{
if ((obj.GetAlignment().IsEvil()))
{
// HTN - WIP! check "power"
AttachParticles("sp-Detect Alignment Evil", obj);
}
}
}
public static bool run_off(GameObject npc, GameObject pc)
{
SetQuestState(99, QuestState.Completed);
foreach (var obj in ObjList.ListVicinity(npc.GetLocation(), ObjectListFilter.OLC_NPC))
{
if (obj.GetNameId() == 8090) // Amii
{
obj.RunOff();
}
}
return(RunDefault);
}
// Use this for initialization
void Awake()
{
m_List = GetComponent <ObjList>();
m_SpwanedObjects = new Draggable[m_ListOfSpots.childCount];
for (int i = 0; i < m_List.m_ListOfObjects.Count; i++)
{
if (m_List.m_ListOfObjects[i] == null)
{
Debug.LogError("One of the ListOfObjects items are null");
}
}
m_LastSpwanTime = -m_TimeBetweenNewItems * 2;
}
// Kill unfriendlies
public static void kuf(string c_name)
{
foreach (var moshe in ObjList.ListVicinity(SelectedPartyLeader.GetLocation(), ObjectListFilter.OLC_NPC))
{
var name = GameSystems.MapObject.GetDisplayName(moshe);
if ((moshe.GetReaction(PartyLeader) <= 0 || !moshe.IsFriendly(PartyLeader)) && (!((GameSystems.Party.PartyMembers).Contains(moshe.GetLeader())) && (moshe.GetObjectFlags() & ObjectFlag.DONTDRAW) == 0) && name.Contains(c_name, StringComparison.CurrentCultureIgnoreCase))
{
// moshe.critter_kill_by_effect()
var damage_dice = Dice.Parse("50d50");
moshe.Damage(PartyLeader, DamageType.Bludgeoning, damage_dice);
}
}
}
/// <summary>
/// 获取当前对象及当前对象的所有子对象
/// </summary>
/// <param name="father">当前对象</param>
/// <param name="ObjList">用来存储当前对象及所有子对象的List</param>
/// <returns>返回存储对象的List</returns>
public static List <Transform> GetAllChildren(Transform father, List <Transform> ObjList)
{
if (ObjList == null)
{
ObjList = new List <Transform>();
}
ObjList.Add(father);
foreach (Transform item in father)
{
GetAllChildren(item, ObjList);
}
return(ObjList);
}
public static GameObject fcnc(int xx, int yy, int name)
{
// Find container near coordinate
foreach (var container in ObjList.ListVicinity(new locXY(xx, yy), ObjectListFilter.OLC_CONTAINER))
{
if ((container.GetNameId() == name))
{
return(container);
}
}
return(null);
}
public static bool disappear(GameObject attachee, GameObject triggerer)
{
foreach (var obj in ObjList.ListVicinity(attachee.GetLocation(), ObjectListFilter.OLC_PC))
{
if ((attachee.HasLineOfSight(obj)))
{
attachee.StealFrom(obj);
}
}
attachee.SetObjectFlag(ObjectFlag.OFF);
return(RunDefault);
}
public static bool zuggtmoy_pillar_gone(GameObject zuggtmoy, GameObject pc)
{
foreach (var obj in ObjList.ListVicinity(zuggtmoy.GetLocation(), ObjectListFilter.OLC_SCENERY))
{
if ((obj.GetNameId() == 1619))
{
obj.SetObjectFlag(ObjectFlag.OFF);
return(RunDefault);
}
}
return(RunDefault);
}
public override void OnBeginRound(SpellPacketBody spell)
{
Logger.Info("Acid Fog OnBeginRound");
var damage_dice = Dice.Parse("2d6");
foreach (var obj in ObjList.ListVicinity(spell.Targets[0].Object.GetLocation(), ObjectListFilter.OLC_NPC))
{
if ((spell.Targets[0].Object.DistanceTo(obj) <= 20))
{
obj.DealSpellDamage(spell.caster, DamageType.Acid, damage_dice, D20AttackPower.UNSPECIFIED, D20ActionType.CAST_SPELL, spell.spellId);
}
}
}
public OcroFSTImpl(int max_size)
{
m_targets = new ObjList<Intarray>(max_size);
m_inputs = new ObjList<Intarray>(max_size);
m_outputs = new ObjList<Intarray>(max_size);
m_costs = new ObjList<Floatarray>(max_size);
m_heuristics = new Floatarray();
accept_costs = new Floatarray(max_size);
// init sub arrays
if (max_size > 0)
{
for (int i = 0; i < max_size; i++)
{
m_targets[i] = new Intarray();
m_inputs[i] = new Intarray();
m_outputs[i] = new Intarray();
m_costs[i] = new Floatarray();
}
}
start = 0;
flags = 0;
}
private int DataMin(ObjList<Narray<byte>> data)
{
int min = byte.MaxValue;
for (int io = 0; io < data.Length(); io++)
{
for (int n = 0; n < data[io].Length1d(); n++)
{
byte val = data[io].At1d(n);
if (val >= min) continue;
min = val;
}
}
return min;
}
private int DataMax(ObjList<Narray<byte>> data)
{
int max = byte.MinValue;
for (int io = 0; io < data.Length(); io++)
{
for (int n = 0; n < data[io].Length1d(); n++)
{
byte val = data[io].At1d(n);
if (val <= max) continue;
max = val;
}
}
return max;
}
public virtual void TrainBatch(IDataset ds, IDataset ts)
{
Stopwatch sw = Stopwatch.StartNew();
bool parallel = PGetb("parallel");
float eta_init = PGetf("eta_init"); // 0.5
float eta_varlog = PGetf("eta_varlog"); // 1.5
float hidden_varlog = PGetf("hidden_varlog"); // 1.2
int hidden_lo = PGeti("hidden_lo");
int hidden_hi = PGeti("hidden_hi");
int rounds = PGeti("rounds");
int mlp_noopt = PGeti("noopt");
int hidden_min = PGeti("hidden_min");
int hidden_max = PGeti("hidden_max");
CHECK_ARG(hidden_min > 1 && hidden_max < 1000000, "hidden_min > 1 && hidden_max < 1000000");
CHECK_ARG(hidden_hi >= hidden_lo, "hidden_hi >= hidden_lo");
CHECK_ARG(hidden_max >= hidden_min, "hidden_max >= hidden_min");
CHECK_ARG(hidden_lo >= hidden_min && hidden_hi <= hidden_max, "hidden_lo >= hidden_min && hidden_hi <= hidden_max");
int nn = PGeti("nensemble");
ObjList<MlpClassifier> nets = new ObjList<MlpClassifier>();
nets.Resize(nn);
for (int i = 0; i < nn; i++)
nets[i] = new MlpClassifier(i);
Floatarray errs = new Floatarray(nn);
Floatarray etas = new Floatarray(nn);
Intarray index = new Intarray();
float best = 1e30f;
if (PExists("%error"))
best = PGetf("%error");
int nclasses = ds.nClasses();
/*Floatarray v = new Floatarray();
for (int i = 0; i < ds.nSamples(); i++)
{
ds.Input1d(v, i);
CHECK_ARG(NarrayUtil.Min(v) > -100 && NarrayUtil.Max(v) < 100, "min(v)>-100 && max(v)<100");
}*/
CHECK_ARG(ds.nSamples() >= 10 && ds.nSamples() < 100000000, "ds.nSamples() >= 10 && ds.nSamples() < 100000000");
for (int i = 0; i < nn; i++)
{
// nets(i).init(data.dim(1),logspace(i,nn,hidden_lo,hidden_hi),nclasses);
if (w1.Length() > 0)
{
nets[i].Copy(this);
etas[i] = ClassifierUtil.rLogNormal(eta_init, eta_varlog);
}
else
{
nets[i].InitData(ds, (int)(logspace(i, nn, hidden_lo, hidden_hi)), c2i, i2c);
etas[i] = PGetf("eta");
}
}
etas[0] = PGetf("eta"); // zero position is identical to itself
Global.Debugf("info", "mlp training n {0} nc {1}", ds.nSamples(), nclasses);
for (int round = 0; round < rounds; round++)
{
Stopwatch swRound = Stopwatch.StartNew();
errs.Fill(-1);
if (parallel)
{
// For each network i
Parallel.For(0, nn, i =>
{
nets[i].PSet("eta", etas[i]);
nets[i].TrainDense(ds); // было XTrain
errs[i] = ClassifierUtil.estimate_errors(nets[i], ts);
});
}
else
{
for (int i = 0; i < nn; i++)
{
nets[i].PSet("eta", etas[i]);
nets[i].TrainDense(ds); // было XTrain
errs[i] = ClassifierUtil.estimate_errors(nets[i], ts);
//Global.Debugf("detail", "net({0}) {1} {2} {3}", i,
// errs[i], nets[i].Complexity(), etas[i]);
}
}
NarrayUtil.Quicksort(index, errs);
if (errs[index[0]] < best)
{
best = errs[index[0]];
cv_error = best;
this.Copy(nets[index[0]]);
this.PSet("eta", etas[index[0]]);
Global.Debugf("info", " best mlp[{0}] update errors={1} {2}", index[0], best, crossvalidate ? "cv" : "");
}
if (mlp_noopt == 0)
{
for (int i = 0; i < nn / 2; i++)
{
int j = i + nn / 2;
nets[index[j]].Copy(nets[index[i]]);
int n = nets[index[j]].nHidden();
int nm = Math.Min(Math.Max(hidden_min, (int)(ClassifierUtil.rLogNormal(n, hidden_varlog))), hidden_max);
nets[index[j]].ChangeHidden(nm);
etas[index[j]] = ClassifierUtil.rLogNormal(etas[index[i]], eta_varlog);
}
}
Global.Debugf("info", " end mlp round {0} err {1} nHidden {2}", round, best, nHidden());
swRound.Stop();
int totalTest= ts.nSamples();
int errCnt = Convert.ToInt32(best * totalTest);
OnTrainRound(this, new TrainEventArgs(
round, best, totalTest - errCnt, totalTest, best, swRound.Elapsed, TimeSpan.Zero
));
}
sw.Stop();
Global.Debugf("info", String.Format(" training time: {0} minutes, {1} seconds",
(int)sw.Elapsed.TotalMinutes, sw.Elapsed.Seconds));
PSet("%error", best);
int nsamples = ds.nSamples() * rounds;
if (PExists("%nsamples"))
nsamples += PGeti("%nsamples");
PSet("%nsamples", nsamples);
}