private void runMethod(object obj)
{
//TwoLayerNet.Test();
//testRiceNet.Test(obj as Form1);
//testRiceNet.Detection();
//testCustomNet.Test(obj as Form1);
//testCustomNet.Detection();
//goodNet.Test(obj as Form1);
TestRice rice = new TestRice();
//rice.Test();
rice.StartTrain(50);
}
public void TestTest()
{
LLayer layer = new LLayer();
TestRice test = new TestRice();
test.LayerInfo = new LayerParamsInfo[1];
test.LayerInfo[0] = new LayerParamsInfo();
test.LayerInfo[0].Bias = new double[2];
test.LayerInfo[0].DBias = new double[2];
test.LayerInfo[0].WehtInfo = new WehtInfo[2][];
test.LayerInfo[0].WehtInfo[0] = new WehtInfo[3];
test.LayerInfo[0].WehtInfo[0][0] = new WehtInfo();
test.LayerInfo[0].WehtInfo[0][1] = new WehtInfo();
test.LayerInfo[0].WehtInfo[0][2] = new WehtInfo();
test.LayerInfo[0].WehtInfo[0][0].W = new double[, ] {
{ 0.7, -0.1, 1.2 },
{ 0.2, 0.6, -1.3 },
{ 0.2, 0.6, -1.3 },
};
test.LayerInfo[0].WehtInfo[0][1].W = new double[, ] {
{ 0.8, -0.1, 1.2 },
{ 0.2, -0.1, -1.3 },
{ 0.2, 0.6, -1.3 },
};
test.LayerInfo[0].WehtInfo[0][2].W = new double[, ] {
{ 0.1, 0.1, 1.2 },
{ 3.2, -0.1, -1.3 },
{ 0.2, 1.6, -0.3 },
};
test.LayerInfo[0].WehtInfo[1] = new WehtInfo[3];
test.LayerInfo[0].WehtInfo[1][0] = new WehtInfo();
test.LayerInfo[0].WehtInfo[1][1] = new WehtInfo();
test.LayerInfo[0].WehtInfo[1][2] = new WehtInfo();
test.LayerInfo[0].WehtInfo[1][0].W = new double[, ] {
{ 0.7, -0.1, 1.2 },
{ 0.2, 0.6, -1.3 },
{ 0.2, 0.6, -1.3 },
};
test.LayerInfo[0].WehtInfo[1][1].W = new double[, ] {
{ 0.8, -0.1, 1.2 },
{ 0.2, -0.1, -1.3 },
{ 0.2, 0.6, -1.3 },
};
test.LayerInfo[0].WehtInfo[1][2].W = new double[, ] {
{ 0.1, 0.1, 1.2 },
{ 3.2, -0.1, -1.3 },
{ 0.2, 1.6, -0.3 },
};
test.LayerInfo[0].Bias[0] = 0.21;
test.LayerInfo[0].Bias[1] = 0.03;
var input = CreateInput();
var res = test.forward(input, 0);
layer.CheckResult(res, "正向传播结果");
var backres = test.backward(res, 0);
//layer.CheckResult(test.LayerInfo[0].DBias, "偏置求导值");
//layer.CheckResult(test.LayerInfo[0].WehtInfo, "权重求导值");
layer.CheckResult(backres, "反向传播结果");
//layer.CheckResult(input.GetNextDimVal(0).Flatten(), "矩阵展开结果");
Assert.Fail();
}
