Source code for deepmd.tf.op._prod_virial_se_a_grad

#!/usr/bin/env python3
# SPDX-License-Identifier: LGPL-3.0-or-later
"""Gradients for prod virial."""

from tensorflow.python.framework import (
    ops,
)

from deepmd.tf.env import (
    op_grads_module,
)


@ops.RegisterGradient("ProdVirialSeA")

[docs]
def _prod_virial_se_a_grad_cc(op, grad, grad_atom):
    net_grad = op_grads_module.prod_virial_se_a_grad(
        grad,
        op.inputs[0],
        op.inputs[1],
        op.inputs[2],
        op.inputs[3],
        op.inputs[4],
        n_a_sel=op.get_attr("n_a_sel"),
        n_r_sel=op.get_attr("n_r_sel"),
    )
    return [net_grad, None, None, None, None]