!12632 pack add bprop

From: @jinyaohui
Reviewed-by: @zh_qh
Signed-off-by:
pull/12632/MERGE
mindspore-ci-bot 4 years ago committed by Gitee
commit fc0dc98e34

@ -386,38 +386,6 @@ def _regenerate_output_shape(x_shp, ind_shp, axis):
@bprop_getters.register(P.Gather)
def get_bprop_gather(self):
"""Generate bprop for GatherV2"""
def bprop(x, indices, axis, out, dout):
orig_indices = indices
if F.rank(dout) == 0:
dout = P.ExpandDims()(dout, -1)
if F.rank(indices) == 0:
indices = P.ExpandDims()(indices, -1)
x_shp = shape_op(x)
ind_shp = shape_op(indices)
out_shp = _regenerate_output_shape(x_shp, ind_shp, axis)
dout = reshape(dout, out_shp)
x_shp = shape_op(x)
out_shp = shape_op(dout)
ind_shp = shape_op(indices)
# Example: out_shape:(3,2,3) axis 1 -> (1,0,2)
perm_1 = _generate_shape_index(out_shp, ind_shp, axis)
values_transpose = transpose(dout, perm_1)
if -1 in shape_op(x):
params_grad = unsorted_segment_sum(values_transpose, indices, dyn_shape_op(x)[axis])
else:
params_grad = unsorted_segment_sum(values_transpose, indices, shape_op(x)[axis])
# Example: out_shape:(3,2,3) axis 2 -> (1,2,0)
perm_2 = _generate_inverse_index(x_shp, axis)
params_grad = transpose(params_grad, perm_2)
return params_grad, zeros_like(orig_indices), zeros_like(axis)
return bprop
@bprop_getters.register(P.GatherV2)
def get_bprop_gather_v2(self):
"""Generate bprop for GatherV2"""
@ -601,6 +569,7 @@ def get_bprop_range(self):
return bprop
@bprop_getters.register(P.Pack)
@bprop_getters.register(P.Stack)
def get_bprop_stack(self):
"""Generate bprop for Stack"""

Loading…
Cancel
Save