def testSelectAndScatterAdd(self, dtype, padding, shape, dims, strides):
rng = jtu.rand_small(self.rng())
pads = lax.padtype_to_pads(shape, dims, strides, padding)
def fun(operand, cotangents):
return lax._select_and_scatter_add(operand, cotangents, lax.ge_p, dims,
strides, pads)
ones = (1,) * len(shape)
cotangent_shape = api.eval_shape(
lambda x: lax._select_and_gather_add(x, x, lax.ge_p, dims, strides,
pads, ones, ones),
np.ones(shape, dtype)).shape
for bdims in all_bdims(cotangent_shape, shape):
self._CheckBatching(fun, 3, bdims, (cotangent_shape, shape),
(dtype, dtype), rng)
def fun(operand, tangents):
pads = lax.padtype_to_pads(operand.shape, dims, strides, padding)
ones = (1, ) * len(operand.shape)
return lax._select_and_gather_add(operand, tangents, lax.ge_p,
dims, strides, pads, ones, ones)
def fun(operand, tangents):
return lax._select_and_gather_add(operand, tangents, lax.ge_p,
dims, strides, padding)
