unsafe internal void Reset(float[] valueBuffer, NeuralNetworkResetTarget target)
{
if ((target & NeuralNetworkResetTarget.Outputs) != 0)
{
ValueBuffer.Zero(valueBuffer, OutputBuffer);
}
else if ((target & NeuralNetworkResetTarget.Ps) != 0)
{
if (Method == ForwardComputationMethod.RTLR)
{
foreach (var range in PBiasBuffers)
{
ValueBuffer.Zero(valueBuffer, range);
}
foreach (var lvl1 in PWeightBuffers)
{
foreach (var lvl2 in lvl1)
{
foreach (var range in lvl2)
{
ValueBuffer.Zero(valueBuffer, range);
}
}
}
}
}
}
internal void Reset(NeuralComputationContext context, NeuralNetworkResetTarget target)
{
if ((target & NeuralNetworkResetTarget.Errors) == NeuralNetworkResetTarget.Errors)
{
ForwardCompute.BufferOps.Zero(context, ErrorBuffer.Value);
}
if ((target & NeuralNetworkResetTarget.Gradients) == NeuralNetworkResetTarget.Gradients)
{
foreach (var gradBuff in GradientBuffers)
{
ForwardCompute.BufferOps.Zero(context, gradBuff);
}
}
if ((target & NeuralNetworkResetTarget.GradientSums) == NeuralNetworkResetTarget.GradientSums)
{
foreach (var gradSumBuff in GradientSumBuffers)
{
ForwardCompute.BufferOps.Zero(context, gradSumBuff);
}
}
}
unsafe internal void Reset(float[] valueBuffer, NeuralNetworkResetTarget target)
{
if ((target & NeuralNetworkResetTarget.Errors) == NeuralNetworkResetTarget.Errors)
{
ValueBuffer.Zero(valueBuffer, ErrorBuffer.Value);
}
if ((target & NeuralNetworkResetTarget.Gradients) == NeuralNetworkResetTarget.Gradients)
{
foreach (var gradBuff in GradientBuffers)
{
ValueBuffer.Zero(valueBuffer, gradBuff);
}
}
if ((target & NeuralNetworkResetTarget.GradientSums) == NeuralNetworkResetTarget.GradientSums)
{
foreach (var gradSumBuff in GradientSumBuffers)
{
ValueBuffer.Zero(valueBuffer, gradSumBuff);
}
}
}
internal void Reset(NeuralComputationContext context, NeuralNetworkResetTarget target)
{
if ((target & NeuralNetworkResetTarget.Outputs) != 0)
{
BufferOps.Zero(context, OutputBuffer);
}
else if ((target & NeuralNetworkResetTarget.Ps) != 0)
{
if (Method == ForwardComputationMethod.RTLR)
{
foreach (var range in PBiasBuffers)
{
BufferOps.Zero(context, range);
}
foreach (var lvl1 in PWeightBuffers)
{
foreach (var lvl2 in lvl1)
{
foreach (var range in lvl2)
{
BufferOps.Zero(context, range);
}
}
}
}
}
}
protected override unsafe void ResetBackwardValues(NeuralNetworkResetTarget target)
{
for (int groupIndex = 0; groupIndex < backwardComputeGroups.Length; groupIndex++)
{
var groupCompute = backwardComputeGroups[groupIndex];
for (int layerIndex = 0; layerIndex < groupCompute.Length; layerIndex++)
{
groupCompute[layerIndex].Reset(valueBuffer, target);
}
}
}
protected override unsafe void ResetBackwardValues(NeuralNetworkResetTarget target)
{
}
protected override unsafe void ResetBackwardValues(NeuralComputationContext context, NeuralNetworkResetTarget target)
{
var valueBuffer = GetValueBuff(context);
for (int groupIndex = 0; groupIndex < backwardComputeGroups.Length; groupIndex++)
{
var compute = backwardComputeGroups[groupIndex];
for (int layerIndex = 0; layerIndex < compute.Length; layerIndex++)
{
compute[layerIndex].Reset(valueBuffer, target);
}
}
}
