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@ -219,6 +219,24 @@ def get_bprop_embedding_lookup(self):
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return bprop_sparse
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@bprop_getters.register(P.EmbeddingLookup)
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def get_bprop_embedding_look_up(self):
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"""Generate bprop for EmbeddingLookup"""
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sub_op = P.Sub()
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reshape_op = P.Reshape()
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def bprop(x, indices, offset, out, dout):
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x_shp = shape_op(x)
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new_indices = sub_op(indices, offset)
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# Reshape the 'new_indices'
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new_indices_shape_changed = (size_op(new_indices),)
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new_indices = reshape_op(new_indices, new_indices_shape_changed)
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x_shp_tail = x_shp[1:]
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actual_dout_shape_changed = new_indices_shape_changed + x_shp_tail
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actual_dout = reshape_op(dout, actual_dout_shape_changed)
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return (new_indices, actual_dout, x_shp), zeros_like(indices), zeros_like(offset)
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return bprop
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@bprop_getters.register(P.Transpose)
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def get_bprop_transpose(self):
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"""Generate bprop for Transpose"""
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