public static INetwork Train(this INetwork network, TrainingConfig config, IEnumerable <DataItem> dataset)
{
var trainer = new Trainer(network, config);
trainer.Train(dataset);
return(network);
}
public void PerformTrainingTest()
{
var config = new TrainingConfig {
Epochs = 5
};
var source = new TextDataSource(config, @"..\..\..\..\Resources\Data\tinyshakespeare.txt");
var model = new ModelTrainer().PerformTraining(config, source);
model.Save(@"..\..\..\..\Resources\Model\shakespeare_epoch5.dnn");
}
public void LoadConfig()
{
AnnouncementConfigData = new AnnouncementConfig();
BadgeAttrConfigData = new BadgeAttrConfig();
ConstStringConfigData = new ConstStringConfig();
CommonConfig = new CommonConfig();
AttrNameConfigData = new AttrNameConfig();
RoleBaseConfigData2 = new BaseDataConfig2();
AttrDataConfigData = new AttrDataConfig();
TeamLevelConfigData = new TeamLevelConfig();
RoleLevelConfigData = new RoleLevelConfig();
NPCConfigData = new NPCDataConfig();
SkillConfig = new SkillConfig();
GoodsConfigData = new GoodsConfig();
StoreGoodsConfigData = new StoreGoodsConfig();
BaseDataBuyConfigData = new BaseDataBuyConfig();
TaskConfigData = new TaskDataConfig();
AwardPackConfigData = new AwardPackDataConfig();
PractiseConfig = new PractiseConfig();
PracticePveConfig = new PracticePveConfig();
PractiseStepConfig = new PractiseStepConfig();
GameModeConfig = new GameModeConfig();
TrainingConfig = new TrainingConfig();
TattooConfig = new TattooConfig();
EquipmentConfigData = new EquipmentConfig();
TourConfig = new TourConfig();
GuideConfig = new GuideConfig();
FunctionConditionConfig = new FunctionConditionConfig();
RoleShapeConfig = new RoleShapeConfig();
FashionConfig = new FashionConfig();
FashionShopConfig = new FashionShopConfig();
VipPrivilegeConfig = new VipPrivilegeConfig();
pushConfig = new PushConfig();
presentHpConfigData = new PresentHpConfig();
LotteryConfig = new LotteryConfig();
starAttrConfig = new StarAttrConfig();
qualityAttrCorConfig = new QualityAttrCorConfig();
skillUpConfig = new SkillUpConfig();
RankConfig = new RankConfig();
signConfig = new SignConfig();
NewComerSignConfig = new NewComerSignConfig();
FightingCapacityConfig = new FightingCapacityConfig();
BodyInfoListConfig = new BodyInfoListConfig();
BadgeSlotsConfig = new BadgeSlotConfig();
GoodsComposeNewConfigData = new GoodsComposeNewConfig();
SceneConfig = new SceneConfig();
ReboundAttrConfigData = new ReboundAttrConfig();
CareerConfigData = new CareerConfig();
PotientialEffectConfig = new PotientialEffectConfig();
PVPPointConfig = new PVPPointConfig();
WinningStreakAwardConfig = new WinningStreakAwardConfig();
ArticleStrengthConfig = new ArticleStrengthConfig();
PhRegainConfig = new PhRegainConfig();
MatchAchievementConfig = new MatchAchievementConfig();
SpecialActionConfig = new SpecialActionConfig();
StealConfig = new StealConfig();
CurveRateConfig = new CurveRateConfig();
DunkRateConfig = new DunkRateConfig();
AIConfig = new AIConfig();
AttrReduceConfig = new AttrReduceConfig();
qualifyingConfig = new QualifyingConfig();
qualifyingNewConfig = new QualifyingNewConfig();
qualifyingNewerConfig = new QualifyingNewerConfig();
bullFightConfig = new BullFightConfig();
HedgingConfig = new HedgingConfig();
roleGiftConfig = new RoleGiftConfig();
DebugConfig = new DebugConfig();
shootGameConfig = new ShootGameConfig();
MapConfig = new MapConfig();
activityConfig = new ActivityConfig();
trialConfig = new TrialConfig();
gameMatchConfig = new GameMatchConfig();
shootSolutionManager = new ShootSolutionManager();
talentConfig = new TalentConfig();
ladderConfig = new LadderConfig();
matchSoundConfig = new MatchSoundConfig();
matchMsgConfig = new MatchMsgConfig();
MatchPointsConfig = new MatchPointsConfig();
AnimationSampleManager.Instance.LoadXml();
}
public PatternMatching(int x, int y, int output)
{
InitializeComponent();
ProgressBegin();
pm = new Grid2DControler(x, y, output);
BasicConfig bc = pm.BasicConfiguration;
TrainingConfig tc = pm.TrainingConfiguration;
Grid2DConfig gc = new Grid2DConfig(bc.Node);
bc.ActivationType.Value = EActivationType.Symmetric;
bc.BiasNeuronEnable.Value = true;
bc.BiasNeuronOutput.Value = 0.9d;
bc.DeadNeuronDecayEnabled.Value = false;
bc.FlatspotEliminationEnable.Value = true;
bc.FlatspotElimination.Value = 0.05d;
bc.InitialSymmetryBreaking.Value = 0.2d;
bc.LearningRate.Value = 0.3d;
bc.ManhattanTrainingEnable.Value = false;
bc.MomentumTermEnable.Value = false;
bc.SymmetryPreventionEnable.Value = true;
bc.SymmetryPrevention.Value = 0.05d;
bc.WeightDecayEnable.Value = true;
bc.WeightDecay.Value = 0.01d;
bc.LowInput.Value = -3d;
bc.HighInput.Value = 3d;
bc.LowOutput.Value = -0.95d;
bc.HighOutput.Value = 0.95d;
tc.AutoTrainingAttempts.Value = 1;
tc.AutoTrainingEpochs.Value = 400;
tc.AutoTrainingPercentSuccessful.Value = 1.0d;
tc.ShuffleEnable.Value = true; // make it more robust for noise
tc.ShuffleNoiseSigma.Value = 0.2d;
tc.ShuffleSwapProbability.Value = 0.2d; // 0.2 = every 5ht pixel is swapped (20% probability) !!
gc.All2AllEnable.Value = false;
gc.HorizontalLinesEnable.Value = true;
gc.VerticalLinesEnable.Value = true;
gc.RingsEnable.Value = true;
gc.LittleSquaresEnable.Value = true;
pm.BuildNetwork(true);
//pm.NetworkTrainer = new SimpleTrainer();
//pm.NetworkTrainer = new OpenloopTrainer();
//pm.NetworkTrainer = new ConditionalTrainer();
pm.NetworkTrainer = new FeedbackTrainer();
ProgressStatus(50);
pm.Patterns.PatternAdded += pm_OnNewPatternAdded;
pm.PatternSelectionChanged += pm_OnPatternSelectionChanged;
pm.InputChanged += pm_OnInputChanged;
pm.NetworkRebuilt += pm_OnNetworkRebuilt;
outputStat.Init(pm);
inputGrid.Init(pm);
inputGrid.OnGridChanged += inputGrid_OnGridChanged;
ProgressEnd();
}
