def create_Value_for_Variable(var, shape=None, dev=None, mask=None):
if not dev:
dev = cntk_py.DeviceDescriptor.cpu_device()
if shape is None:
shape = var.shape().dimensions()
view = cntk_py.NDArrayView(var.get_data_type(),
cntk_py.StorageFormat_Dense, shape, dev)
if mask:
value = cntk_py.Value(view, mask)
else:
value = cntk_py.Value(view)
return value
def create_Value_from_NumPy(nd, dev):
view = create_NDArrayView_from_NumPy(nd, dev)
value = cntk_py.Value(view)
return value
def create_Value(shape, data_type, dev):
value = cntk_py.Value(create_NDArrayView(shape, data_type, dev))
return value