def plus(cntk_layer, inputs):
'''
Setup plus op with given parameters
Args:
cntk_layer (:class:`~cntk.contrib.crosstalkcaffe.unimodel.cntkmodel.CntkLayersDefinition`):
the layer definition of dense op
inputs (list): a list contains all :class:`~cntk.ops.functions.Function` or
:class:`~cntk.input`
Return:
:func:`~cntk.ops.functions.Function`: instaced cntk dense op
'''
sanitize_left = ops.sanitize_input(inputs[0])
sanitize_right = ops.sanitize_input(inputs[1])
return ops.plus(sanitize_left, sanitize_right, name=cntk_layer.op_name)
def plus(cntk_layer, inputs):
'''
Setup plus op with given parameters
Args:
cntk_layer (:class:`~cntk.contrib.crosstalkcaffe.unimodel.cntkmodel.CntkLayersDefinition`):
the layer definition of dense op
inputs (list): a list contains all :class:`~cntk.ops.functions.Function` or
:class:`~cntk.input`
Return:
:func:`~cntk.ops.functions.Function`: instaced cntk dense op
'''
sanitize_left = ops.sanitize_input(inputs[0])
sanitize_right = ops.sanitize_input(inputs[1])
return ops.plus(sanitize_left, sanitize_right, name=cntk_layer.op_name)
def softmax(cntk_layer, inputs):
'''
Setup softmax op with given parameters
Args:
cntk_layer (:class:`~cntk.contrib.crosstalkcaffe.unimodel.cntkmodel.CntkLayersDefinition`):
the layer definition of softmax op
inputs (list): a list contains all :class:`~cntk.ops.functions.Function` or
:class:`~cntk.input`
Return:
:func:`~cntk.ops.functions.Function`: instaced cntk softmax op
'''
sanitize_output = ops.sanitize_input(inputs[0])
return ops.softmax(sanitize_output, name=cntk_layer.op_name)
def softmax(cntk_layer, inputs):
'''
Setup softmax op with given parameters
Args:
cntk_layer (:class:`~cntk.contrib.crosstalkcaffe.unimodel.cntkmodel.CntkLayersDefinition`):
the layer definition of softmax op
inputs (list): a list contains all :class:`~cntk.ops.functions.Function` or
:class:`~cntk.input`
Return:
:func:`~cntk.ops.functions.Function`: instaced cntk softmax op
'''
sanitize_output = ops.sanitize_input(inputs[0])
return ops.softmax(sanitize_output, name=cntk_layer.op_name)
def lrn(cntk_layer, inputs):
'''
Setup lrn op with given parameters
Args:
cntk_layer (:class:`~cntk.contrib.crosstalkcaffe.unimodel.cntkmodel.CntkLayersDefinition`):
the layer definition of lrn op
inputs (list): a list contains all :class:`~cntk.ops.functions.Function` or
:class:`~cntk.input`
Return:
:func:`~cntk.ops.functions.Function`: instaced cntk lrn op
'''
sanitize_output = ops.sanitize_input(inputs[0])
params = cntk_layer.parameters
return BlockApiSetup.lrn(params.k, params.kernel_size, params.alpha,
params.beta, cntk_layer.op_name)(sanitize_output)
def lrn(cntk_layer, inputs):
'''
Setup lrn op with given parameters
Args:
cntk_layer (:class:`~cntk.contrib.crosstalkcaffe.unimodel.cntkmodel.CntkLayersDefinition`):
the layer definition of lrn op
inputs (list): a list contains all :class:`~cntk.ops.functions.Function` or
:class:`~cntk.input`
Return:
:func:`~cntk.ops.functions.Function`: instaced cntk lrn op
'''
sanitize_output = ops.sanitize_input(inputs[0])
params = cntk_layer.parameters
return BlockApiSetup.lrn(params.k, params.kernel_size, params.alpha,
params.beta,
cntk_layer.op_name)(sanitize_output)