/// <summary>
/// Checks if parameters have been updated and reinitializes necessary data.
/// </summary>
protected override void UpdateForChangedParams()
{
base.UpdateForChangedParams();
Vector2Int newRes = _featureMapResolution;
if (_inputLayer)
{
newRes = FeatureMap.GetFeatureMapShapeFromInput(_inputLayer.Get2DOutputShape(), convShape, stride, padding ? GetPadding() : new Vector2Int(0, 0));
_featureMapTheoreticalResolution = FeatureMap.GetTheoreticalFloatFeatureMapShapeFromInput(_inputLayer.Get2DOutputShape(), convShape, stride, padding ? GetPadding() : new Vector2Int(0, 0));
}
if (reducedDepth != _oldReducedDepth ||
convShape != _oldConvShape ||
newRes != _featureMapResolution ||
stride != _oldStride ||
padding != _oldPadding ||
IsInitialized() == false ||
_featureMaps == null)
{
_featureMapResolution = newRes;
InitFeatureMaps();
_oldConvShape = convShape;
_oldReducedDepth = reducedDepth;
_oldStride = stride;
_oldPadding = padding;
}
}
/// <summary>
/// Checks if parameters have been updated and reinitializes necessary data.
/// </summary>
protected override void UpdateForChangedParams()
{
base.UpdateForChangedParams();
Vector2Int newRes = _featureMapResolution;
int newDepth = reducedDepth;
if (_inputLayer)
{
newRes = FeatureMap.GetFeatureMapShapeFromInput(_inputLayer.Get2DOutputShape(), convShape, stride, padding ? GetPadding() : new Vector2Int(0, 0));
_featureMapTheoreticalResolution = FeatureMap.GetTheoreticalFloatFeatureMapShapeFromInput(_inputLayer.Get2DOutputShape(), convShape, stride, padding ? GetPadding() : new Vector2Int(0, 0));
newDepth = _inputLayer.GetOutputShape().z;
filterSpacing = ((ConvLayer)_inputLayer).filterSpacing;
filterSpread = ((ConvLayer)_inputLayer).filterSpread;
lineCircleGrid = ((ConvLayer)_inputLayer).lineCircleGrid;
}
if (newRes != _featureMapResolution ||
newDepth != reducedDepth ||
stride != _oldStride ||
IsInitialized() == false ||
_featureMaps == null)
{
_featureMapResolution = newRes;
reducedDepth = newDepth;
InitFeatureMaps();
_oldStride = stride;
}
UpdateFeatureMaps();
}