def _setDerivatives(self, d, owner=None):
""" put slices of this array back into the modules """
ParameterContainer._setDerivatives(self, d, owner)
index = 0
for x in self._containerIterator():
x._setDerivatives(self.derivs[index:index + x.paramdim], self)
index += x.paramdim
def _setDerivatives(self, d, owner=None):
ParameterContainer._setDerivatives(self, d, owner)
nrNeurons = self.outdim
first, second = 0, 0
first, second = second, second + indim * nrNeurons
self.ingateConnDerivs = self.derivs[first:second]
first, second = second, second + indim * nrNeurons
self.forgetgateConnDerivs = self.derivs[first:second]
first, second = second, second + indim * nrNeurons
self.cellConnDerivs = self.derivs[first:second]
first, second = second, second + indim * nrNeurons
self.outgateConnDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons * nrNeurons
self.ingateRecConnDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons * nrNeurons
self.forgetgateRecConnDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons * nrNeurons
self.cellRecConnDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons * nrNeurons
self.outgateRecConnDerivs = self.derivs[first:second]
if self.peep:
first, second = second, second + nrNeurons
self.ingatePeepDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons
self.forgetgatePeepDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons
self.outgatePeepDerivs = self.derivs[first:second]
def _setDerivatives(self, d, owner = None):
ParameterContainer._setDerivatives(self, d, owner)
nrNeurons = self.outdim
first, second = 0, 0
first, second = second, second + indim*nrNeurons
self.ingateConnDerivs = self.derivs[first:second]
first, second = second, second + indim*nrNeurons
self.forgetgateConnDerivs = self.derivs[first:second]
first, second = second, second + indim*nrNeurons
self.cellConnDerivs = self.derivs[first:second]
first, second = second, second + indim*nrNeurons
self.outgateConnDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons*nrNeurons
self.ingateRecConnDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons*nrNeurons
self.forgetgateRecConnDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons*nrNeurons
self.cellRecConnDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons*nrNeurons
self.outgateRecConnDerivs = self.derivs[first:second]
if self.peep:
first, second = second, second + nrNeurons
self.ingatePeepDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons
self.forgetgatePeepDerivs = self.derivs[first:second]
first, second = second, second + nrNeurons
self.outgatePeepDerivs = self.derivs[first:second]
def _setDerivatives(self, d, owner=None):
ParameterContainer._setDerivatives(self, d, owner)
size = self.dim
self.ingatePeepDerivs = self.derivs[:size]
self.forgetgatePeepDerivs = \
self.derivs[size:size * (1 + self.dimensions)]
self.outgatePeepDerivs = \
self.derivs[size * (1 + self.dimensions):]
def _setDerivatives(self, d, owner=None):
ParameterContainer._setDerivatives(self, d, owner)
size = self.dim
self.ingatePeepDerivs = self.derivs[:size]
self.forgetgatePeepDerivs = \
self.derivs[size:size * (1 + self.dimensions)]
self.outgatePeepDerivs = \
self.derivs[size * (1 + self.dimensions):]
def _setDerivatives(self, d, owner = None):
ParameterContainer._setDerivatives(self, d, owner)
dim = self.outdim
self.ingatePeepDerivs = self.derivs[:dim]
self.forgetgatePeepDerivs = self.derivs[dim:dim*2]
self.outgatePeepDerivs = self.derivs[dim*2:]
def _setDerivatives(self, d, owner=None):
ParameterContainer._setDerivatives(self, d, owner)
dim = self.outdim
self.ingatePeepDerivs = self.derivs[:dim]
self.forgetgatePeepDerivs = self.derivs[dim:dim * 2]
self.outgatePeepDerivs = self.derivs[dim * 2:]