public void GradientWrtInputCheck() { const int inputWidth = 20; const int inputHeight = 20; const int inputDepth = 2; // Create layer var layer = new TanhLayer(); GradientCheckTools.GradientCheck(layer, inputWidth, inputHeight, inputDepth); }
public void GradientWrtInputCheck() { const int inputWidth = 20; const int inputHeight = 20; const int inputDepth = 2; // Create layer const int width = 2; const int height = 2; var layer = new PoolLayer(width, height) { Stride = 2 }; GradientCheckTools.GradientCheck(layer, inputWidth, inputHeight, inputDepth, 1e-6); }
public void GradientWrtInputCheck() { const int inputWidth = 30; const int inputHeight = 30; const int inputDepth = 2; // Create layer const int filterWidth = 3; const int filterHeight = 3; const int filterCount = 5; var layer = new ConvLayer(filterWidth, filterHeight, filterCount) { Stride = 2 }; GradientCheckTools.GradientCheck(layer, inputWidth, inputHeight, inputDepth); }