public Task <Network> Train(NetworkConfiguration networkConfiguration, int[] spectralImagesIndexesToConsider, TrainingCallback callback)
{
var network = networkFactory.Create(
networkConfiguration.ActivationFunction,
DefaultFingerprintSize,
networkConfiguration.HiddenLayerCount,
networkConfiguration.OutputCount);
var spectralImagesToTrain = trainingDataProvider.GetSpectralImagesToTrain(
spectralImagesIndexesToConsider, (int)System.Math.Pow(2, networkConfiguration.OutputCount));
var trainingSet = trainingDataProvider.MapSpectralImagesToBinaryOutputs(
spectralImagesToTrain, networkConfiguration.OutputCount);
normalizeStrategy.NormalizeInputInPlace(networkConfiguration.ActivationFunction, trainingSet.Inputs);
normalizeStrategy.NormalizeOutputInPlace(networkConfiguration.ActivationFunction, trainingSet.Outputs);
return(Task.Factory.StartNew(
() =>
{
var dataset = new BasicNeuralDataSet(trainingSet.Inputs, trainingSet.Outputs);
var learner = new Backpropagation(network, dataset);
double correctOutputs = 0.0;
for (int idynIndex = 0; idynIndex < Idyn; idynIndex++)
{
correctOutputs = networkPerformanceMeter.MeasurePerformance(
network, dataset, networkConfiguration.ActivationFunction);
callback(TrainingStatus.OutputReordering, correctOutputs, learner.Error, idynIndex * Edyn);
var bestPairs = GetBestPairsForReordering(
(int)System.Math.Pow(2, networkConfiguration.OutputCount), network, spectralImagesToTrain, trainingSet);
ReorderOutputsAccordingToBestPairs(bestPairs, trainingSet, dataset);
for (int edynIndex = 0; edynIndex < Edyn; edynIndex++)
{
correctOutputs = networkPerformanceMeter.MeasurePerformance(
network, dataset, networkConfiguration.ActivationFunction);
callback(
TrainingStatus.RunningDynamicEpoch,
correctOutputs,
learner.Error,
(idynIndex * Edyn) + edynIndex);
learner.Iteration();
}
}
for (int efixedIndex = 0; efixedIndex < Efixed; efixedIndex++)
{
correctOutputs = networkPerformanceMeter.MeasurePerformance(
network, dataset, networkConfiguration.ActivationFunction);
callback(
TrainingStatus.FixedTraining, correctOutputs, learner.Error, (Idyn * Edyn) + efixedIndex);
learner.Iteration();
}
network.ComputeMedianResponses(trainingSet.Inputs, TrainingSongSnippets);
callback(TrainingStatus.Finished, correctOutputs, learner.Error, (Idyn * Edyn) + Efixed);
return network;
}));
}
public override void Init()
{
/*
* IEventHandler h = App.On(ApplicationEvents.ON_INITED,(sender,e)=>{
*
* Debug.Log("9123891237012897312");
* });
*
* IEventHandler aa = App.On(ApplicationEvents.ON_INITED,(sender,e)=>{
*
* Debug.Log("aksldjalkds9123891237012897312");
* });
*
* IEventHandler bb = App.On(ApplicationEvents.ON_INITED,(sender,e)=>{
*
* Debug.Log("ooooooooo9123891237012897312");
* });*/
App.On(ApplicationEvents.OnApplicationStartComplete, (sender, e) =>
{
IRouter router = App.Make <IRouter>();
router.Dispatch("catlib://*****:*****@test1.com/thisishello/sometime");
router.Dispatch("test://test2?hello=123");
router.Dispatch("catlib://test3");
router.Dispatch("home://test3");
router.Dispatch("catlib://home/test3");
return;
//return;
/*
* Uri uriss = new Uri("catlib:///home/like/?myname=123&ss=222");
* Debug.Log(uriss.DnsSafeHost);
* Debug.Log("Query:" + uriss.Query);
* Debug.Log("AbsolutePath:" + uriss.AbsolutePath);
* return;*/
/*
* Regex reg = new Regex("^catlib\\://main/hash/(?<name>[^/]+)(?:/(?<age>[^/]+))?$");
*
* Debug.Log(reg.IsMatch("catlib://main/hash/yubin/18") ? "yes" : "no");
*/
//return;
router.SetDefaultScheme("catlib");
/*
* router.Reg("name", (request, response) =>
* {
*
* Debug.Log("has routing / !");
*
* });
*
* router.Reg("myscheme://helloworld", (request, response) =>
* {
*
* Debug.Log("hello world");
*
* });*/
router.Group(() => //路由组允许统一定义规则
{
router.Reg("hello/world", (request, response) => { Debug.Log("hello/world:" + request.Get("say")); });
router.Reg("hello/gold/{say?}", (request, response) => { Debug.Log("hello/gold:" + request.Get("say")); });
router.Reg("hello/cat/{say?}", (request, response) => { Debug.Log("hello/cat:" + request.Get("say")); });
}, "testgroup").Middleware((req, resp, filter) =>
{
Debug.Log("this is group middleware 1");
filter(req, resp); //所有中间件必须do不do意味着请求被拦截
Debug.Log("this is group middleware 1 back");
}).Defaults("say", "this is say"); //只有是请求参数时default才会生效
router.Reg("hello/dog", (request, response) => { Debug.Log("hello/dog"); }).Group("testgroup"); //通过路由组的名字也可以直接设定已经定义好规则的路由组
router.Reg("test/controller", typeof(TestController), "TestAction");
router.Reg("test/controller222", typeof(TestController), "TestAction222");
router.Reg("test/controller333", typeof(TestController), "TestAction333");
router.OnError((req, resp, err, next) =>
{
Debug.Log("has some error:" + err.Message);
});
router.Dispatch("catlib://hello/world");
router.Dispatch("catlib://hello/gold");
router.Dispatch("catlib://hello/cat/18");
router.Dispatch("catlib://hello/dog");
router.Dispatch("catlib://test/controller");
router.Dispatch("catlib://test/controller222");
router.Dispatch("catlib://test/controller333");
return;
router.Reg("main/hash/{name}/time/{age?}/{apple?}", (request, response) =>
{
Debug.Log("has routing ,my name is:" + request.Get("name") + ", my age is:" + request.Get("age"));
response.SetContext("this is response context");
}).Where("age", "[0-9]+");
router.OnNotFound((req, filter) =>
{
Debug.Log("can not find route");
});
//Debug.Log("dispatch : myscheme://helloworld");
//router.Dispatch("myscheme://helloworld");
//Debug.Log("dispatch : catlib://name");
//router.Dispatch("catlib://name");
Debug.Log("dispatch : catlib://main/hash/yubin/time/18?name=cat");
var rData = router.Dispatch("catlib://main/hash/yubin/time/18?name=cat");
Debug.Log(rData.GetContext().ToString());
//Deresponsebug.Log("dispatch : catlib://main/hash/yubin/time/1d8");
//router.Dispatch("catlib://main/hash/yubin/time/1d8");
//Debug.Log("dispatch : catlib://main/hash/yubin/time");
//router.Dispatch("catlib://main/hash/yubin/time");
return;
Debug.Log(Regex.Replace("/home/{lik{bbb}e?}/", @"\{(\w+?)\?\}", "{$1}"));
return;
System.Uri uri = new System.Uri("catlib://*****:*****@hello/home/like/?myname=123&ss=222");
Debug.Log("UserInfo:" + uri.UserInfo);
Debug.Log("DnsSafeHost:" + uri.DnsSafeHost);
Debug.Log("Fragment:" + uri.Fragment);
Debug.Log("Authority:" + uri.Authority);
Debug.Log("Query:" + uri.Query);
Debug.Log("AbsolutePath:" + uri.AbsolutePath);
foreach (var s in uri.Segments)
{
Debug.Log("Segments:" + s);
}
Debug.Log("Scheme:" + uri.Scheme);
return;
IFilterChain fc = App.Make <IFilterChain>();
IFilterChain <string> bb = fc.Create <string>();
bb.Add((inData, chain) =>
{
Debug.Log("first:" + inData);
inData = "zzzz";
chain(inData);
Debug.Log("first:" + inData);
});
bb.Add((inData, chain) =>
{
Debug.Log("second:" + inData);
chain(inData);
Debug.Log("second:" + inData); //string的不变性
});
bb.Do("hello", (inData) =>
{
inData = "end";
Debug.Log("end");
});
return;
var abs = new Foosub()
{
Hello = 100, IsTrue = true
};
ILocalSetting setting = App.Make <ILocalSetting>();
setting.SetObject("testobj", abs);
setting.SetInt("aa", 19);
var abc = setting.GetObject <Foosub>("testobj");
Debug.Log(abc.Hello);
Debug.Log(abc.IsTrue);
Debug.Log(setting.GetInt("aa"));
Debug.Log(setting.GetInt("ab", 100));
// return;
ITimeQueue queue = App.Make <ITimeQueue>();
Debug.Log(Time.frameCount);
queue.Task(() =>
{
Debug.Log("time queue complete:" + Time.frameCount);
}).LoopFrame(10).Play();
/*
* queue.Task(() =>
* {
* Debug.Log("time queue complete");
* }).Delay(3).Loop(5).Delay(5).Loop(()=>{
*
* return Random.Range(0,100) > 10;
*
* }).OnComplete(()=>{
* Debug.Log("query complete");
* }).Play();
*
* FThread.Instance.Task(() =>
* {
* if(queue.Replay()){
*
* Debug.Log("reset complete!");
*
* }else{
*
* throw new System.Exception("faild");
*
* }
* }).Delay(5).Start();*/
//return;
ICsvStore csvStore = App.Make <ICsvStore>();
foreach (var v in csvStore["csv2"].Where((selector) =>
{
selector.Where("name", "=", "小兔子").OrWhere("tag", "<", "3");
}).Where("tag", "<", "1000").Get())
{
Debug.Log(v["name"]);
}
//return;
IEnv env = App.Make <IEnv>();
IIOFactory fac = App.Make <IIOFactory>();
IDisk disk = fac.Disk();
//IFile fff = disk.File(env.ResourcesNoBuildPath + System.IO.Path.AltDirectorySeparatorChar + "csv" + System.IO.Path.AltDirectorySeparatorChar + "csv2.csv");
//string ssss = System.Text.Encoding.UTF8.GetString(fff.Read());
/*
* string[] ss2 = ssss.Split(new string[]{ System.Environment.NewLine}, System.StringSplitOptions.RemoveEmptyEntries );
*
* foreach(var ss in ss2){
* Debug.Log(ss);
* }
*
* return;*/
ICsvParser csvParser = App.Make <ICsvParser>();
//string[][] parser = csvParser.Parser(ssss);
/*
* foreach(var v in parser){
*
* Debug.Log(v[0] + "|" + v[1] + "|" + v[2]);
*
* }*/
IDataTable dataTable = App.Make <IDataTable>();
//dataTable.SetData(parser);
foreach (var v in dataTable.Where((selector) =>
{
selector.Where("name", "=", "小兔子").OrWhere("tag", "<", "3");
}).Where("tag", "<", "1000").Get())
{
Debug.Log(v["name"]);
}
// return;
/*
* foreach(string[] s in parser)
* {
*
* Debug.Log(s[0] + "|" + s[1] + "|" + s[2]);
*
* }*/
//return;
IProtobuf protobuf = App.Make <IProtobuf>();
var person = new TestProto.Person
{
Id = 12345,
Name = "Fred",
Address = new TestProto.Address
{
Line1 = "Flat 1",
Line2 = "The Meadows"
}
};
byte[] data = protobuf.Serializers(person);
Debug.Log(data.Length);
var p = protobuf.UnSerializers <TestProto.Person>(data);
Debug.Log(p.Name);
IFile file = disk.File("hello.gz");
ICompress comp = App.Make <ICompress>();
byte[] byt = comp.Compress(Encoding.UTF8.GetBytes("helloworldhelloworldhelloworldhelloworldhelloworldhelloworldhelloworldhelloworldhelloworld"));
Debug.Log("UnCompress: " + Encoding.UTF8.GetBytes("helloworldhelloworldhelloworldhelloworldhelloworldhelloworldhelloworldhelloworldhelloworld").Length);
Debug.Log("Compress: " + byt.Length);
//file.Create(byt);
byt = comp.UnCompress(byt);
Debug.Log(System.Text.Encoding.UTF8.GetString(byt));
//byte[] debyt = comp.Expand(byt);
//Debug.Log(System.Text.Encoding.UTF8.GetString(debyt));
IJson json = App.Make <IJson>();
Foos ff = new Foos();
ff.Value = 100;
ff.Value2 = "123";
ff.SubList = new List <Foosub>();
ff.SubList.Add(new Foosub()
{
Hello = 10, IsTrue = true
});
ff.SubList.Add(new Foosub()
{
Hello = 20, IsTrue = true
});
ff.SubList.Add(new Foosub()
{
Hello = 30, IsTrue = false
});
Debug.Log(json.Encode(ff));
Foos f = json.Decode <Foos>(json.Encode(ff));
Debug.Log(f.Value2);
foreach (Foosub sb in f.SubList)
{
Debug.Log(sb.Hello);
}
//Debug.Log(f.Value);
ITranslator tran = App.Make <ITranslator>();
Debug.Log(tran.Trans("test.messages3"));
Debug.Log(tran.Trans("test.messages3", "age:18", "name", "anny"));
Debug.Log(tran.Trans("test.message", "name:anny"));
Debug.Log(tran.TransChoice("test.messages", 0, "name", "喵喵"));
Debug.Log(tran.TransChoice("test.messages", 12, "name", "miaomiao"));
Debug.Log(tran.TransChoice("test.messages", 20, "name", "miaomiao"));
tran.SetLocale("en");
Debug.Log(tran.Trans("test.message", "name", "喵喵"));
//IEnv env = App.Make<IEnv>();
//IDisk disk = App.Make<IIOFactory>().Disk();
//IIniResult result = App.Make<IIniLoader>().Load(disk.File(env.ResourcesNoBuildPath + System.IO.Path.AltDirectorySeparatorChar + "/lang/cn/test.ini"));
//result.Set("helloworld", "mynameisyb", "yb");
//result.Remove("myname");
//result.Save();
IResources res = App.Make <IResources>();
/*res.LoadAsync("prefab/asset6/test-prefab",(a)=>
* {
* a.Instantiate();
* });
* res.LoadAsync("prefab/asset6/test-prefab2", (a) =>
* {
* a.Instantiate();
* });*/
//var b = res.Load<Object>("prefab/asset6/test-prefab");
res.LoadAsync("prefab/asset6/test-prefab", (aa) =>
{
var dd = aa.Instantiate();
App.Make <ITimeQueue>().Task(() =>
{
Debug.Log("now destroy 1 prefab");
GameObject.Destroy(dd);
}).Delay(20).Play();
});
//var a = res.Load("prefab/asset6/test-prefab2");
//GameObject obj = a.Instantiate();
//GameObject.Instantiate(obj); //绕过控制克隆
/*App.Make<ITimeQueue>().Task(() =>
* {
*
* Debug.Log("now destroy 1 prefab");
* GameObject.Destroy(obj);
*
* }).Delay(10).Play();*/
/*
* IResources res = App.Make<IResources>();
* res.LoadAsync<GameObject>("prefab/asset6/test-prefab", (obj) =>
* {
* Object.Instantiate(obj);
* });
*
* //h.Cancel();
*
* //App.Event.Trigger(ApplicationEvents.ON_INITED);
*
* //Debug.Log(App.Make(typeof(Test).ToString(),"123"));
*
* //IHash hash = App.Make<IHash>();
* //Debug.Log(hash.Bcrypt("helloworld"));
*
* //ICrypt secret = App.Make<ICrypt>();
* //string code = secret.Encrypt("helloworld");
* //Debug.Log(code);
*
* //Debug.Log(secret.Decrypt(code));
*
* /*FThread.Instance.Task(() =>
* {
* Debug.Log("pppppppppppppppppppp");
* int i = 0;
* i++;
* return i;
* }).Delay(5).Start().Cancel();
*/
//Debug.Log(hash.BcryptVerify("helloworld", "$2a$10$Y8BxbHFgGArGVHIucx8i7u7t5ByLlSdWgWcQc187hqFfSiKFJfz3C"));
//Debug.Log(hash.BcryptVerify("helloworld", "$2a$15$td2ASPNq.8BXbpa6yUU0c.pQpfYLxtcbXviM8fZXw4v8FDeO3hCoC"));
//IAssetBundle bundle = App.Make<IAssetBundle>();
//Object.Instantiate(res.Load<GameObject>("prefab/asset6/test-prefab.prefab"));
//Object[] p = res.LoadAll("prefab/asset6");
//IResources res = App.Make<IResources>();
/*res.LoadAsync<GameObject>("prefab/asset6/test-prefab", (obj) =>
* {
* Object.Instantiate(obj);
* });*/
//res.UnloadAll();
//Object.Instantiate(res.Load<GameObject>("prefab/asset6/test-prefab.prefab"));
/*
* Thread subThread = new Thread(new ThreadStart(() => {
*
* App.MainThread(() => { new GameObject(); });
*
* }));
*
* FThread.Instance.Task(() =>
* {
* int i = 0;
* i++;
* return i;
* }).Delay(5).OnComplete((obj) => Debug.Log("sub thread complete:" + obj)).Start();
*
* subThread.Start();
*
*/
/*
* ITimeQueue timeQueue = App.Make<ITimeQueue>();
*
* ITimeTaskHandler h = timeQueue.Task(() =>
* {
* Debug.Log("this is in task");
* }).Delay(3).Loop(3).Push();
*
*
* timeQueue.Task(() =>
* {
* Debug.Log("2222222");
* }).Delay(1).Loop(3).OnComplete(()=> { h.Cancel(); Debug.Log("2 complete"); }).Push();
*
* timeQueue.Task(() =>
* {
* Debug.Log("rand!");
* }).Loop(() => { return Random.Range(0,100) > 10; }).Push();
*
* timeQueue.OnComplete(() =>
* {
* Debug.Log("queueComplete");
* });
*
* timeQueue.Play(); */
/*
*
* FThread.Instance.Task(() =>
* {
* Debug.Log("!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!");
* //Debug.Log(App.Time.Time);
* timeQueue.Replay();
*
* }).Delay(9).Start();*/
App.On(HttpRequestEvents.ON_MESSAGE + typeof(IConnectorHttp).ToString(), (obj1, obj2) =>
{
Debug.Log((obj2 as IHttpResponse).Text);
Debug.Log((obj2 as IHttpResponse).IsError);
Debug.Log((obj2 as IHttpResponse).Error);
});
INetworkFactory network = App.Make <INetworkFactory>();
IConnectorHttp http = network.Create <IConnectorHttp>("http");
//http.SetConfig(new System.Collections.Hashtable() { { "host", "http://www.qidian.com/" } });
http.Get(string.Empty);
App.On(SocketRequestEvents.ON_MESSAGE + typeof(IConnectorSocket).ToString(), (obj1, obj2) =>
{
if ((obj2 as PackageResponseEventArgs).Response.Package is string)
{
Debug.Log((obj2 as PackageResponseEventArgs).Response.Package as string);
}
else
{
Debug.Log(Encoding.UTF8.GetString(((obj2 as PackageResponseEventArgs).Response.Package as byte[])));
}
});
App.On(SocketRequestEvents.ON_CONNECT, (obj1, obj2) =>
{
Debug.Log("on connect");
});
App.On(SocketRequestEvents.ON_ERROR, (obj1, obj2) =>
{
Debug.Log("on tcp error:" + (obj2 as ExceptionEventArgs).Exception.Message);
});
//链接配置见 NetworkConfig 配置文件
IConnectorTcp tcpConnect = network.Create <IConnectorTcp>("tcp.text");
(tcpConnect as IEvent).Event.One(SocketRequestEvents.ON_MESSAGE, (s1, e1) =>
{
Debug.Log((e1 as PackageResponseEventArgs));
if ((e1 as PackageResponseEventArgs).Response.Package is string)
{
Debug.Log((e1 as PackageResponseEventArgs).Response.Package as string);
}
else
{
Debug.Log(Encoding.UTF8.GetString(((e1 as PackageResponseEventArgs).Response.Package as byte[])));
}
});
tcpConnect.Connect();
tcpConnect.Send(Encoding.UTF8.GetBytes("hello this is tcp msg with [text]"));
IConnectorTcp tcpConnect2 = network.Create <IConnectorTcp>("tcp.frame");
tcpConnect2.Connect();
tcpConnect2.Send(Encoding.UTF8.GetBytes("hello this is tcp msg with [frame]"));
/*
* IConnectorUdp udpConnect = FNetwork.Instance.Create<IConnectorUdp>("udp.bind.host.text");
* udpConnect.Connect();
* udpConnect.Send("hello this is udp msg with [text]".ToByte());
*
*
* IConnectorUdp udpConnectFrame = FNetwork.Instance.Create<IConnectorUdp>("udp.bind.host.frame");
* udpConnectFrame.Connect();
* udpConnectFrame.Send("hello this is udp msg with [frame]".ToByte());*/
IConnectorUdp udpConnect2 = network.Create <IConnectorUdp>("udp.unbind.host.frame");
udpConnect2.Connect();
udpConnect2.Send(Encoding.UTF8.GetBytes("hello world(client udp)"), "pvp.gift", 3301);
});
}